warning: commands will be executed using /bin/sh
job 2134 at Sat Mar 22 10:00:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140316/YutaMouse20-140316/YutaMouse20-140316
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	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 2408835 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 802945 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 42275 members 
Mstep: Class 3 contains 42251 members 
Mstep: Class 4 contains 42079 members 
Mstep: Class 5 contains 42059 members 
Mstep: Class 6 contains 42179 members 
Mstep: Class 7 contains 42182 members 
Mstep: Class 8 contains 42342 members 
Mstep: Class 9 contains 41970 members 
Mstep: Class 10 contains 42243 members 
Mstep: Class 11 contains 42521 members 
Mstep: Class 12 contains 42013 members 
Mstep: Class 13 contains 42189 members 
Mstep: Class 14 contains 42517 members 
Mstep: Class 15 contains 42267 members 
Mstep: Class 16 contains 42463 members 
Mstep: Class 17 contains 42304 members 
Mstep: Class 18 contains 42105 members 
Mstep: Class 19 contains 42232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1849.020752 but Gain 3371.816406
Score: -107430232.000000 Penalty: 60692.730469
Iteration 0F: 19 clusters Score -1.074302e+08 nChanged 759851
Entering Unmasked Mstep 
Mstep: Class 0 contains 3282 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29564 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 5 contains 26641 members 
Mstep: Class 6 contains 367666 members 
Mstep: Class 7 contains 8168 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 37616 members 
Mstep: Class 10 contains 23166 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 18320 members 
Mstep: Class 13 contains 11744 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 10927 members 
Mstep: Class 16 contains 131946 members 
Mstep: Class 17 contains 31136 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 26130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111620040.000000 Penalty: 60692.730469
Iteration 1F: 19 clusters Score -1.1162e+08 nChanged 295984
Entering Unmasked Mstep 
Mstep: Class 0 contains 1898 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 30005 members 
Mstep: Class 3 contains 8563 members 
Mstep: Class 5 contains 13420 members 
Mstep: Class 6 contains 386075 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 30619 members 
Mstep: Class 10 contains 20194 members 
Mstep: Class 11 contains 31686 members 
Mstep: Class 12 contains 11689 members 
Mstep: Class 13 contains 8578 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4203 members 
Mstep: Class 16 contains 153705 members 
Mstep: Class 17 contains 26487 members 
Mstep: Class 18 contains 7262 members 
Mstep: Class 19 contains 19986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112737960.000000 Penalty: 60692.730469
Iteration 2F: 19 clusters Score -1.12738e+08 nChanged 225978
Entering Unmasked Mstep 
Mstep: Class 0 contains 585 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 38234 members 
Mstep: Class 3 contains 9498 members 
Mstep: Class 5 contains 12633 members 
Mstep: Class 6 contains 298009 members 
Mstep: Class 7 contains 24982 members 
Mstep: Class 8 contains 2930 members 
Mstep: Class 9 contains 34305 members 
Mstep: Class 10 contains 45121 members 
Mstep: Class 11 contains 33575 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 10091 members 
Mstep: Class 14 contains 7293 members 
Mstep: Class 15 contains 2693 members 
Mstep: Class 16 contains 183385 members 
Mstep: Class 17 contains 34266 members 
Mstep: Class 18 contains 6488 members 
Mstep: Class 19 contains 23456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113612288.000000 Penalty: 60692.730469
Iteration 3F: 19 clusters Score -1.136123e+08 nChanged 197531
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 35718 members 
Mstep: Class 3 contains 5584 members 
Mstep: Class 5 contains 13844 members 
Mstep: Class 6 contains 242041 members 
Mstep: Class 7 contains 26425 members 
Mstep: Class 8 contains 2899 members 
Mstep: Class 9 contains 46812 members 
Mstep: Class 10 contains 78481 members 
Mstep: Class 11 contains 33766 members 
Mstep: Class 12 contains 14159 members 
Mstep: Class 13 contains 13603 members 
Mstep: Class 14 contains 9479 members 
Mstep: Class 15 contains 2538 members 
Mstep: Class 16 contains 176140 members 
Mstep: Class 17 contains 40398 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 26471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114068288.000000 Penalty: 60692.730469
Iteration 4F: 19 clusters Score -1.140683e+08 nChanged 143757
Entering Unmasked Mstep 
Mstep: Class 0 contains 267 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 30814 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 212689 members 
Mstep: Class 7 contains 25958 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 64048 members 
Mstep: Class 10 contains 90482 members 
Mstep: Class 11 contains 36189 members 
Mstep: Class 12 contains 17721 members 
Mstep: Class 13 contains 20958 members 
Mstep: Class 14 contains 10576 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 157612 members 
Mstep: Class 17 contains 42731 members 
Mstep: Class 18 contains 6062 members 
Mstep: Class 19 contains 28751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114341048.000000 Penalty: 60692.730469
Iteration 5F: 19 clusters Score -1.14341e+08 nChanged 98279
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 27449 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 5 contains 14509 members 
Mstep: Class 6 contains 192185 members 
Mstep: Class 7 contains 24689 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 78678 members 
Mstep: Class 10 contains 91903 members 
Mstep: Class 11 contains 38205 members 
Mstep: Class 12 contains 19938 members 
Mstep: Class 13 contains 26395 members 
Mstep: Class 14 contains 11218 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 148213 members 
Mstep: Class 17 contains 44618 members 
Mstep: Class 18 contains 5938 members 
Mstep: Class 19 contains 31123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114513816.000000 Penalty: 60692.730469
Iteration 6F: 19 clusters Score -1.145138e+08 nChanged 68207
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 24975 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 5 contains 14000 members 
Mstep: Class 6 contains 175465 members 
Mstep: Class 7 contains 23830 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 88935 members 
Mstep: Class 10 contains 90535 members 
Mstep: Class 11 contains 39634 members 
Mstep: Class 12 contains 19738 members 
Mstep: Class 13 contains 29193 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 147645 members 
Mstep: Class 17 contains 45875 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 33742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114600872.000000 Penalty: 60692.730469
Iteration 7F: 19 clusters Score -1.146009e+08 nChanged 48808
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 23441 members 
Mstep: Class 3 contains 3768 members 
Mstep: Class 5 contains 13640 members 
Mstep: Class 6 contains 163079 members 
Mstep: Class 7 contains 23892 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 96628 members 
Mstep: Class 10 contains 89624 members 
Mstep: Class 11 contains 40638 members 
Mstep: Class 12 contains 18702 members 
Mstep: Class 13 contains 31050 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 148476 members 
Mstep: Class 17 contains 45402 members 
Mstep: Class 18 contains 5511 members 
Mstep: Class 19 contains 36011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114645208.000000 Penalty: 60692.730469
Iteration 8F: 19 clusters Score -1.146452e+08 nChanged 36490
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 22138 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 5 contains 13405 members 
Mstep: Class 6 contains 154105 members 
Mstep: Class 7 contains 24535 members 
Mstep: Class 8 contains 7910 members 
Mstep: Class 9 contains 102797 members 
Mstep: Class 10 contains 88373 members 
Mstep: Class 11 contains 41675 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 32521 members 
Mstep: Class 14 contains 15052 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 149594 members 
Mstep: Class 17 contains 43998 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 37604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114670912.000000 Penalty: 60692.730469
Iteration 9Q: 19 clusters Score -1.146709e+08 nChanged 29854
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 20971 members 
Mstep: Class 3 contains 3675 members 
Mstep: Class 5 contains 13309 members 
Mstep: Class 6 contains 147325 members 
Mstep: Class 7 contains 25535 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 108098 members 
Mstep: Class 10 contains 86824 members 
Mstep: Class 11 contains 42968 members 
Mstep: Class 12 contains 17286 members 
Mstep: Class 13 contains 33876 members 
Mstep: Class 14 contains 15193 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 150393 members 
Mstep: Class 17 contains 42365 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 38403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114688536.000000 Penalty: 60692.730469
Iteration 10Q: 19 clusters Score -1.146885e+08 nChanged 24448
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 19866 members 
Mstep: Class 3 contains 3652 members 
Mstep: Class 5 contains 13286 members 
Mstep: Class 6 contains 141787 members 
Mstep: Class 7 contains 26691 members 
Mstep: Class 8 contains 8451 members 
Mstep: Class 9 contains 112736 members 
Mstep: Class 10 contains 85287 members 
Mstep: Class 11 contains 44469 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 13 contains 35122 members 
Mstep: Class 14 contains 15150 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 150793 members 
Mstep: Class 17 contains 41020 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 38700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114703136.000000 Penalty: 60692.730469
Iteration 11Q: 19 clusters Score -1.147031e+08 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 3649 members 
Mstep: Class 5 contains 13284 members 
Mstep: Class 6 contains 137292 members 
Mstep: Class 7 contains 27912 members 
Mstep: Class 8 contains 8649 members 
Mstep: Class 9 contains 116466 members 
Mstep: Class 10 contains 83883 members 
Mstep: Class 11 contains 45803 members 
Mstep: Class 12 contains 16123 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 15198 members 
Mstep: Class 15 contains 2306 members 
Mstep: Class 16 contains 150981 members 
Mstep: Class 17 contains 40286 members 
Mstep: Class 18 contains 5159 members 
Mstep: Class 19 contains 38683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114712904.000000 Penalty: 60692.730469
Iteration 12Q: 19 clusters Score -1.147129e+08 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 18004 members 
Mstep: Class 3 contains 3654 members 
Mstep: Class 5 contains 13287 members 
Mstep: Class 6 contains 133695 members 
Mstep: Class 7 contains 29301 members 
Mstep: Class 8 contains 8814 members 
Mstep: Class 9 contains 119482 members 
Mstep: Class 10 contains 82733 members 
Mstep: Class 11 contains 46774 members 
Mstep: Class 12 contains 15577 members 
Mstep: Class 13 contains 37223 members 
Mstep: Class 14 contains 15230 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 151206 members 
Mstep: Class 17 contains 39837 members 
Mstep: Class 18 contains 5096 members 
Mstep: Class 19 contains 38464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114719568.000000 Penalty: 60692.730469
Iteration 13Q: 19 clusters Score -1.147196e+08 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 17317 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 5 contains 13288 members 
Mstep: Class 6 contains 130701 members 
Mstep: Class 7 contains 30582 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 9 contains 122178 members 
Mstep: Class 10 contains 81817 members 
Mstep: Class 11 contains 47557 members 
Mstep: Class 12 contains 15104 members 
Mstep: Class 13 contains 38014 members 
Mstep: Class 14 contains 15231 members 
Mstep: Class 15 contains 2592 members 
Mstep: Class 16 contains 151295 members 
Mstep: Class 17 contains 39504 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 38089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114723592.000000 Penalty: 60692.730469
Iteration 14Q: 19 clusters Score -1.147236e+08 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 16759 members 
Mstep: Class 3 contains 3659 members 
Mstep: Class 5 contains 13294 members 
Mstep: Class 6 contains 128203 members 
Mstep: Class 7 contains 31856 members 
Mstep: Class 8 contains 9186 members 
Mstep: Class 9 contains 124485 members 
Mstep: Class 10 contains 81152 members 
Mstep: Class 11 contains 48173 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 38586 members 
Mstep: Class 14 contains 15269 members 
Mstep: Class 15 contains 2640 members 
Mstep: Class 16 contains 151425 members 
Mstep: Class 17 contains 39350 members 
Mstep: Class 18 contains 5038 members 
Mstep: Class 19 contains 37588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114726544.000000 Penalty: 60692.730469
Iteration 15Q: 19 clusters Score -1.147265e+08 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 16322 members 
Mstep: Class 3 contains 3670 members 
Mstep: Class 5 contains 13289 members 
Mstep: Class 6 contains 126030 members 
Mstep: Class 7 contains 33066 members 
Mstep: Class 8 contains 9316 members 
Mstep: Class 9 contains 126517 members 
Mstep: Class 10 contains 80678 members 
Mstep: Class 11 contains 48631 members 
Mstep: Class 12 contains 14189 members 
Mstep: Class 13 contains 38945 members 
Mstep: Class 14 contains 15294 members 
Mstep: Class 15 contains 2660 members 
Mstep: Class 16 contains 151585 members 
Mstep: Class 17 contains 39335 members 
Mstep: Class 18 contains 5022 members 
Mstep: Class 19 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114728240.000000 Penalty: 60692.730469
Iteration 16Q: 19 clusters Score -1.147282e+08 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 124081 members 
Mstep: Class 7 contains 34090 members 
Mstep: Class 8 contains 9448 members 
Mstep: Class 9 contains 128394 members 
Mstep: Class 10 contains 80335 members 
Mstep: Class 11 contains 48974 members 
Mstep: Class 12 contains 13789 members 
Mstep: Class 13 contains 38992 members 
Mstep: Class 14 contains 15293 members 
Mstep: Class 15 contains 2679 members 
Mstep: Class 16 contains 151707 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 5001 members 
Mstep: Class 19 contains 36540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114730072.000000 Penalty: 60692.730469
Iteration 17Q: 19 clusters Score -1.147301e+08 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 15720 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 5 contains 13298 members 
Mstep: Class 6 contains 122238 members 
Mstep: Class 7 contains 34977 members 
Mstep: Class 8 contains 9554 members 
Mstep: Class 9 contains 130128 members 
Mstep: Class 10 contains 80038 members 
Mstep: Class 11 contains 49262 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 38689 members 
Mstep: Class 14 contains 15286 members 
Mstep: Class 15 contains 2655 members 
Mstep: Class 16 contains 151822 members 
Mstep: Class 17 contains 40133 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 36119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114731576.000000 Penalty: 60692.730469
Iteration 18Q: 19 clusters Score -1.147316e+08 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 15498 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 5 contains 13300 members 
Mstep: Class 6 contains 120535 members 
Mstep: Class 7 contains 35725 members 
Mstep: Class 8 contains 9650 members 
Mstep: Class 9 contains 131744 members 
Mstep: Class 10 contains 79792 members 
Mstep: Class 11 contains 49504 members 
Mstep: Class 12 contains 13170 members 
Mstep: Class 13 contains 37997 members 
Mstep: Class 14 contains 15281 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 151881 members 
Mstep: Class 17 contains 41121 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 35731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114735160.000000 Penalty: 60692.730469
Iteration 19Q: 19 clusters Score -1.147352e+08 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 15314 members 
Mstep: Class 3 contains 3677 members 
Mstep: Class 5 contains 13298 members 
Mstep: Class 6 contains 118824 members 
Mstep: Class 7 contains 36332 members 
Mstep: Class 8 contains 9725 members 
Mstep: Class 9 contains 133350 members 
Mstep: Class 10 contains 79619 members 
Mstep: Class 11 contains 49717 members 
Mstep: Class 12 contains 12915 members 
Mstep: Class 13 contains 37183 members 
Mstep: Class 14 contains 15254 members 
Mstep: Class 15 contains 2623 members 
Mstep: Class 16 contains 151929 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 5000 members 
Mstep: Class 19 contains 35362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114740768.000000 Penalty: 60692.730469
Iteration 20F: 19 clusters Score -1.147408e+08 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 15231 members 
Mstep: Class 3 contains 3673 members 
Mstep: Class 5 contains 13296 members 
Mstep: Class 6 contains 117076 members 
Mstep: Class 7 contains 36877 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 9 contains 134836 members 
Mstep: Class 10 contains 79377 members 
Mstep: Class 11 contains 49884 members 
Mstep: Class 12 contains 12698 members 
Mstep: Class 13 contains 37146 members 
Mstep: Class 14 contains 15232 members 
Mstep: Class 15 contains 2736 members 
Mstep: Class 16 contains 151932 members 
Mstep: Class 17 contains 42695 members 
Mstep: Class 18 contains 4989 members 
Mstep: Class 19 contains 35063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114743848.000000 Penalty: 60692.730469
Iteration 21Q: 19 clusters Score -1.147438e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 15224 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 5 contains 13295 members 
Mstep: Class 6 contains 115361 members 
Mstep: Class 7 contains 37374 members 
Mstep: Class 8 contains 9821 members 
Mstep: Class 9 contains 136184 members 
Mstep: Class 10 contains 79218 members 
Mstep: Class 11 contains 50065 members 
Mstep: Class 12 contains 12531 members 
Mstep: Class 13 contains 37350 members 
Mstep: Class 14 contains 15220 members 
Mstep: Class 15 contains 2753 members 
Mstep: Class 16 contains 151937 members 
Mstep: Class 17 contains 42761 members 
Mstep: Class 18 contains 4978 members 
Mstep: Class 19 contains 34870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114744968.000000 Penalty: 60692.730469
Iteration 22Q: 19 clusters Score -1.14745e+08 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 15176 members 
Mstep: Class 3 contains 3682 members 
Mstep: Class 5 contains 13297 members 
Mstep: Class 6 contains 113824 members 
Mstep: Class 7 contains 37816 members 
Mstep: Class 8 contains 9871 members 
Mstep: Class 9 contains 137501 members 
Mstep: Class 10 contains 79029 members 
Mstep: Class 11 contains 50298 members 
Mstep: Class 12 contains 12391 members 
Mstep: Class 13 contains 37585 members 
Mstep: Class 14 contains 15228 members 
Mstep: Class 15 contains 2731 members 
Mstep: Class 16 contains 151920 members 
Mstep: Class 17 contains 42703 members 
Mstep: Class 18 contains 4966 members 
Mstep: Class 19 contains 34743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114745688.000000 Penalty: 60692.730469
Iteration 23Q: 19 clusters Score -1.147457e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 15097 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 5 contains 13301 members 
Mstep: Class 6 contains 112308 members 
Mstep: Class 7 contains 38265 members 
Mstep: Class 8 contains 9913 members 
Mstep: Class 9 contains 138896 members 
Mstep: Class 10 contains 78867 members 
Mstep: Class 11 contains 50525 members 
Mstep: Class 12 contains 12267 members 
Mstep: Class 13 contains 37790 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 151805 members 
Mstep: Class 17 contains 42666 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114746704.000000 Penalty: 60692.730469
Iteration 24Q: 19 clusters Score -1.147467e+08 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 5 contains 13303 members 
Mstep: Class 6 contains 110886 members 
Mstep: Class 7 contains 38698 members 
Mstep: Class 8 contains 9948 members 
Mstep: Class 9 contains 140276 members 
Mstep: Class 10 contains 78669 members 
Mstep: Class 11 contains 50744 members 
Mstep: Class 12 contains 12161 members 
Mstep: Class 13 contains 37961 members 
Mstep: Class 14 contains 15263 members 
Mstep: Class 15 contains 2634 members 
Mstep: Class 16 contains 151711 members 
Mstep: Class 17 contains 42625 members 
Mstep: Class 18 contains 4959 members 
Mstep: Class 19 contains 34421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114746768.000000 Penalty: 60692.730469
Iteration 25Q: 19 clusters Score -1.147468e+08 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 5 contains 13307 members 
Mstep: Class 6 contains 109570 members 
Mstep: Class 7 contains 39085 members 
Mstep: Class 8 contains 9993 members 
Mstep: Class 9 contains 141496 members 
Mstep: Class 10 contains 78459 members 
Mstep: Class 11 contains 50953 members 
Mstep: Class 12 contains 12079 members 
Mstep: Class 13 contains 38099 members 
Mstep: Class 14 contains 15290 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 151631 members 
Mstep: Class 17 contains 42618 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 34307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114747736.000000 Penalty: 60692.730469
Iteration 26Q: 19 clusters Score -1.147477e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 14852 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 5 contains 13309 members 
Mstep: Class 6 contains 108305 members 
Mstep: Class 7 contains 39501 members 
Mstep: Class 8 contains 10038 members 
Mstep: Class 9 contains 142720 members 
Mstep: Class 10 contains 78238 members 
Mstep: Class 11 contains 51140 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 38235 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 15 contains 2552 members 
Mstep: Class 16 contains 151544 members 
Mstep: Class 17 contains 42571 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 34207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114747920.000000 Penalty: 60692.730469
Iteration 27Q: 19 clusters Score -1.147479e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 14709 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 5 contains 13313 members 
Mstep: Class 6 contains 107178 members 
Mstep: Class 7 contains 39837 members 
Mstep: Class 8 contains 10088 members 
Mstep: Class 9 contains 143890 members 
Mstep: Class 10 contains 77997 members 
Mstep: Class 11 contains 51301 members 
Mstep: Class 12 contains 11878 members 
Mstep: Class 13 contains 38349 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 151480 members 
Mstep: Class 17 contains 42533 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 34130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114748168.000000 Penalty: 60692.730469
Iteration 28Q: 19 clusters Score -1.147482e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 14537 members 
Mstep: Class 3 contains 3713 members 
Mstep: Class 5 contains 13311 members 
Mstep: Class 6 contains 106105 members 
Mstep: Class 7 contains 40176 members 
Mstep: Class 8 contains 10134 members 
Mstep: Class 9 contains 145007 members 
Mstep: Class 10 contains 77760 members 
Mstep: Class 11 contains 51458 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 38452 members 
Mstep: Class 14 contains 15369 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 151384 members 
Mstep: Class 17 contains 42501 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 34099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114748680.000000 Penalty: 60692.730469
Iteration 29Q: 19 clusters Score -1.147487e+08 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 5 contains 13312 members 
Mstep: Class 6 contains 105048 members 
Mstep: Class 7 contains 40492 members 
Mstep: Class 8 contains 10166 members 
Mstep: Class 9 contains 146031 members 
Mstep: Class 10 contains 77544 members 
Mstep: Class 11 contains 51599 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 38568 members 
Mstep: Class 14 contains 15418 members 
Mstep: Class 15 contains 2470 members 
Mstep: Class 16 contains 151298 members 
Mstep: Class 17 contains 42482 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 34096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114749256.000000 Penalty: 60692.730469
Iteration 30Q: 19 clusters Score -1.147493e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 14214 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 5 contains 13314 members 
Mstep: Class 6 contains 103938 members 
Mstep: Class 7 contains 40795 members 
Mstep: Class 8 contains 10200 members 
Mstep: Class 9 contains 147118 members 
Mstep: Class 10 contains 77325 members 
Mstep: Class 11 contains 51763 members 
Mstep: Class 12 contains 11698 members 
Mstep: Class 13 contains 38674 members 
Mstep: Class 14 contains 15472 members 
Mstep: Class 15 contains 2426 members 
Mstep: Class 16 contains 151204 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 4961 members 
Mstep: Class 19 contains 34122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114749480.000000 Penalty: 60692.730469
Iteration 31Q: 19 clusters Score -1.147495e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 3737 members 
Mstep: Class 5 contains 13311 members 
Mstep: Class 6 contains 102870 members 
Mstep: Class 7 contains 41104 members 
Mstep: Class 8 contains 10233 members 
Mstep: Class 9 contains 148165 members 
Mstep: Class 10 contains 77104 members 
Mstep: Class 11 contains 51921 members 
Mstep: Class 12 contains 11644 members 
Mstep: Class 13 contains 38772 members 
Mstep: Class 14 contains 15519 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 151086 members 
Mstep: Class 17 contains 42421 members 
Mstep: Class 18 contains 4960 members 
Mstep: Class 19 contains 34198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114750168.000000 Penalty: 60692.730469
Iteration 32Q: 19 clusters Score -1.147502e+08 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 13834 members 
Mstep: Class 3 contains 3740 members 
Mstep: Class 5 contains 13315 members 
Mstep: Class 6 contains 101852 members 
Mstep: Class 7 contains 41386 members 
Mstep: Class 8 contains 10266 members 
Mstep: Class 9 contains 149236 members 
Mstep: Class 10 contains 76790 members 
Mstep: Class 11 contains 52073 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 38854 members 
Mstep: Class 14 contains 15569 members 
Mstep: Class 15 contains 2362 members 
Mstep: Class 16 contains 150991 members 
Mstep: Class 17 contains 42383 members 
Mstep: Class 18 contains 4958 members 
Mstep: Class 19 contains 34282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114750600.000000 Penalty: 60692.730469
Iteration 33Q: 19 clusters Score -1.147506e+08 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 13634 members 
Mstep: Class 3 contains 3749 members 
Mstep: Class 5 contains 13322 members 
Mstep: Class 6 contains 100841 members 
Mstep: Class 7 contains 41701 members 
Mstep: Class 8 contains 10299 members 
Mstep: Class 9 contains 150321 members 
Mstep: Class 10 contains 76466 members 
Mstep: Class 11 contains 52210 members 
Mstep: Class 12 contains 11562 members 
Mstep: Class 13 contains 38926 members 
Mstep: Class 14 contains 15610 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 150886 members 
Mstep: Class 17 contains 42369 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 34359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114751072.000000 Penalty: 60692.730469
Iteration 34Q: 19 clusters Score -1.147511e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 13465 members 
Mstep: Class 3 contains 3753 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 99820 members 
Mstep: Class 7 contains 41973 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 151457 members 
Mstep: Class 10 contains 76088 members 
Mstep: Class 11 contains 52328 members 
Mstep: Class 12 contains 11518 members 
Mstep: Class 13 contains 38986 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 150795 members 
Mstep: Class 17 contains 42350 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114751944.000000 Penalty: 60692.730469
Iteration 35Q: 19 clusters Score -1.147519e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 5 contains 13316 members 
Mstep: Class 6 contains 98804 members 
Mstep: Class 7 contains 42252 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 9 contains 152572 members 
Mstep: Class 10 contains 75688 members 
Mstep: Class 11 contains 52446 members 
Mstep: Class 12 contains 11490 members 
Mstep: Class 13 contains 39058 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 2327 members 
Mstep: Class 16 contains 150721 members 
Mstep: Class 17 contains 42322 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 34579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114753016.000000 Penalty: 60692.730469
Iteration 36Q: 19 clusters Score -1.14753e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 13050 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 5 contains 13312 members 
Mstep: Class 6 contains 97829 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 10413 members 
Mstep: Class 9 contains 153660 members 
Mstep: Class 10 contains 75220 members 
Mstep: Class 11 contains 52544 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 39123 members 
Mstep: Class 14 contains 15760 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 150639 members 
Mstep: Class 17 contains 42309 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 34716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114753672.000000 Penalty: 60692.730469
Iteration 37Q: 19 clusters Score -1.147537e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 12841 members 
Mstep: Class 3 contains 3777 members 
Mstep: Class 5 contains 13311 members 
Mstep: Class 6 contains 96865 members 
Mstep: Class 7 contains 42808 members 
Mstep: Class 8 contains 10445 members 
Mstep: Class 9 contains 154662 members 
Mstep: Class 10 contains 74840 members 
Mstep: Class 11 contains 52657 members 
Mstep: Class 12 contains 11422 members 
Mstep: Class 13 contains 39181 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 150551 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 34859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114754048.000000 Penalty: 60692.730469
Iteration 38Q: 19 clusters Score -1.14754e+08 nChanged 3273
Entering ConstructFrom: 
Score: -114754048.000000 Penalty: 60692.730469
Entering ConstructFrom: 
Trying to split cluster 1 (38950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Entering Unmasked Estep 
Score: -5791869.500000 Penalty: 2621.368408
	Iteration 0F: 2 clusters Score -5791870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5765376.500000 Penalty: 5242.736816
	Iteration 0F: 3 clusters Score -5765376 nChanged 17751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5775141.000000 Penalty: 5242.736816
	Iteration 1F: 3 clusters Score -5775141 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -5775952.000000 Penalty: 5242.736816
	Iteration 2F: 3 clusters Score -5775952 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5776858.500000 Penalty: 5242.736816
	Iteration 3Q: 3 clusters Score -5776858 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -5777798.000000 Penalty: 5242.736816
	Iteration 4F: 3 clusters Score -5777798 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5778611.500000 Penalty: 5242.736816
	Iteration 5Q: 3 clusters Score -5778612 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5779345.000000 Penalty: 5242.736816
	Iteration 6Q: 3 clusters Score -5779345 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -5780087.000000 Penalty: 5242.736816
	Iteration 7Q: 3 clusters Score -5780087 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -5780820.500000 Penalty: 5242.736816
	Iteration 8Q: 3 clusters Score -5780820 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -5781631.500000 Penalty: 5242.736816
	Iteration 9Q: 3 clusters Score -5781632 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5782514.000000 Penalty: 5242.736816
	Iteration 10Q: 3 clusters Score -5782514 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -5783389.000000 Penalty: 5242.736816
	Iteration 11Q: 3 clusters Score -5783389 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5784193.000000 Penalty: 5242.736816
	Iteration 12Q: 3 clusters Score -5784193 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -5784977.500000 Penalty: 5242.736816
	Iteration 13Q: 3 clusters Score -5784978 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5785600.000000 Penalty: 5242.736816
	Iteration 14Q: 3 clusters Score -5785600 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -5786212.000000 Penalty: 5242.736816
	Iteration 15Q: 3 clusters Score -5786212 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5786738.500000 Penalty: 5242.736816
	Iteration 16Q: 3 clusters Score -5786738 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5787124.000000 Penalty: 5242.736816
	Iteration 17Q: 3 clusters Score -5787124 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -5787494.500000 Penalty: 5242.736816
	Iteration 18Q: 3 clusters Score -5787494 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -5787829.000000 Penalty: 5242.736816
	Iteration 19Q: 3 clusters Score -5787829 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -5788113.000000 Penalty: 5242.736816
	Iteration 20F: 3 clusters Score -5788113 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -5788419.000000 Penalty: 5242.736816
	Iteration 21Q: 3 clusters Score -5788419 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -5788702.500000 Penalty: 5242.736816
	Iteration 22Q: 3 clusters Score -5788702 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5788904.000000 Penalty: 5242.736816
	Iteration 23Q: 3 clusters Score -5788904 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -5789120.500000 Penalty: 5242.736816
	Iteration 24Q: 3 clusters Score -5789120 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -5789343.000000 Penalty: 5242.736816
	Iteration 25Q: 3 clusters Score -5789343 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -5789537.500000 Penalty: 5242.736816
	Iteration 26Q: 3 clusters Score -5789538 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -5789720.500000 Penalty: 5242.736816
	Iteration 27Q: 3 clusters Score -5789720 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5789901.500000 Penalty: 5242.736816
	Iteration 28Q: 3 clusters Score -5789902 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5790059.000000 Penalty: 5242.736816
	Iteration 29Q: 3 clusters Score -5790059 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5790209.000000 Penalty: 5242.736816
	Iteration 30Q: 3 clusters Score -5790209 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -5790354.500000 Penalty: 5242.736816
	Iteration 31Q: 3 clusters Score -5790354 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -5790461.500000 Penalty: 5242.736816
	Iteration 32Q: 3 clusters Score -5790462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -5790578.500000 Penalty: 5242.736816
	Iteration 33Q: 3 clusters Score -5790578 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5790684.500000 Penalty: 5242.736816
	Iteration 34Q: 3 clusters Score -5790684 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5790795.500000 Penalty: 5242.736816
	Iteration 35Q: 3 clusters Score -5790796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5790894.500000 Penalty: 5242.736816
	Iteration 36Q: 3 clusters Score -5790894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5790991.000000 Penalty: 5242.736816
	Iteration 37Q: 3 clusters Score -5790991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -5791074.000000 Penalty: 5242.736816
	Iteration 38Q: 3 clusters Score -5791074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -5791131.500000 Penalty: 5242.736816
	Iteration 39Q: 3 clusters Score -5791132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5791169.500000 Penalty: 5242.736816
	Iteration 40F: 3 clusters Score -5791170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5791204.500000 Penalty: 5242.736816
	Iteration 41Q: 3 clusters Score -5791204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -5791218.500000 Penalty: 5242.736816
	Iteration 42Q: 3 clusters Score -5791218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -5791230.000000 Penalty: 5242.736816
	Iteration 43Q: 3 clusters Score -5791230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5791240.500000 Penalty: 5242.736816
	Iteration 44Q: 3 clusters Score -5791240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5791236.000000 Penalty: 5242.736816
	Iteration 45Q: 3 clusters Score -5791236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5791236.000000 Penalty: 5242.736816
	Iteration 46Q: 3 clusters Score -5791236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -5791235.500000 Penalty: 5242.736816
	Iteration 47Q: 3 clusters Score -5791236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -5791246.000000 Penalty: 5242.736816
	Iteration 48Q: 3 clusters Score -5791246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -5791250.000000 Penalty: 5242.736816
	Iteration 49Q: 3 clusters Score -5791250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5791246.500000 Penalty: 5242.736816
	Iteration 50Q: 3 clusters Score -5791246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -5791255.500000 Penalty: 5242.736816
	Iteration 51Q: 3 clusters Score -5791256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -5791257.500000 Penalty: 5242.736816
	Iteration 52Q: 3 clusters Score -5791258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -5791259.000000 Penalty: 5242.736816
	Iteration 53Q: 3 clusters Score -5791259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -5791259.000000 Penalty: 5242.736816
	Iteration 54F: 3 clusters Score -5791259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Entering Unmasked Estep 
Score: -1749103.250000 Penalty: 2342.501709
	Iteration 0F: 2 clusters Score -1749103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1739757.375000 Penalty: 4685.003418
	Iteration 0F: 3 clusters Score -1739757 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1743078.750000 Penalty: 4685.003418
	Iteration 1F: 3 clusters Score -1743079 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1743826.625000 Penalty: 4685.003418
	Iteration 2F: 3 clusters Score -1743827 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1744587.875000 Penalty: 4685.003418
	Iteration 3F: 3 clusters Score -1744588 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1745299.500000 Penalty: 4685.003418
	Iteration 4F: 3 clusters Score -1745300 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1745931.375000 Penalty: 4685.003418
	Iteration 5F: 3 clusters Score -1745931 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1746572.125000 Penalty: 4685.003418
	Iteration 6F: 3 clusters Score -1746572 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1747189.250000 Penalty: 4685.003418
	Iteration 7F: 3 clusters Score -1747189 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1747764.625000 Penalty: 4685.003418
	Iteration 8Q: 3 clusters Score -1747765 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1748229.750000 Penalty: 4685.003418
	Iteration 9Q: 3 clusters Score -1748230 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1748586.875000 Penalty: 4685.003418
	Iteration 10Q: 3 clusters Score -1748587 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1748824.250000 Penalty: 4685.003418
	Iteration 11Q: 3 clusters Score -1748824 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1748960.125000 Penalty: 4685.003418
	Iteration 12Q: 3 clusters Score -1748960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1749052.500000 Penalty: 4685.003418
	Iteration 13Q: 3 clusters Score -1749052 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1749134.000000 Penalty: 4685.003418
	Iteration 14Q: 3 clusters Score -1749134 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1749175.750000 Penalty: 4685.003418
	Iteration 15Q: 3 clusters Score -1749176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1749200.750000 Penalty: 4685.003418
	Iteration 16Q: 3 clusters Score -1749201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1749218.000000 Penalty: 4685.003418
	Iteration 17Q: 3 clusters Score -1749218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1749224.750000 Penalty: 4685.003418
	Iteration 18Q: 3 clusters Score -1749225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1749234.000000 Penalty: 4685.003418
	Iteration 19Q: 3 clusters Score -1749234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1749249.500000 Penalty: 4685.003418
	Iteration 20F: 3 clusters Score -1749250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1749253.375000 Penalty: 4685.003418
	Iteration 21Q: 3 clusters Score -1749253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1749262.000000 Penalty: 4685.003418
	Iteration 22Q: 3 clusters Score -1749262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1749264.125000 Penalty: 4685.003418
	Iteration 23Q: 3 clusters Score -1749264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1749268.250000 Penalty: 4685.003418
	Iteration 24Q: 3 clusters Score -1749268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1749273.500000 Penalty: 4685.003418
	Iteration 25Q: 3 clusters Score -1749274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1749279.625000 Penalty: 4685.003418
	Iteration 26Q: 3 clusters Score -1749280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1749283.375000 Penalty: 4685.003418
	Iteration 27Q: 3 clusters Score -1749283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1749288.250000 Penalty: 4685.003418
	Iteration 28Q: 3 clusters Score -1749288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1749300.750000 Penalty: 4685.003418
	Iteration 29Q: 3 clusters Score -1749301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1749299.375000 Penalty: 4685.003418
	Iteration 30Q: 3 clusters Score -1749299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1749308.375000 Penalty: 4685.003418
	Iteration 31Q: 3 clusters Score -1749308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1749310.000000 Penalty: 4685.003418
	Iteration 32Q: 3 clusters Score -1749310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1749315.375000 Penalty: 4685.003418
	Iteration 33Q: 3 clusters Score -1749315 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1749327.750000 Penalty: 4685.003418
	Iteration 34Q: 3 clusters Score -1749328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1749328.375000 Penalty: 4685.003418
	Iteration 35Q: 3 clusters Score -1749328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1749335.875000 Penalty: 4685.003418
	Iteration 36Q: 3 clusters Score -1749336 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1749354.125000 Penalty: 4685.003418
	Iteration 37Q: 3 clusters Score -1749354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1749357.500000 Penalty: 4685.003418
	Iteration 38Q: 3 clusters Score -1749358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1749375.750000 Penalty: 4685.003418
	Iteration 39Q: 3 clusters Score -1749376 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1749385.500000 Penalty: 4685.003418
	Iteration 40F: 3 clusters Score -1749386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1749415.000000 Penalty: 4685.003418
	Iteration 41Q: 3 clusters Score -1749415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1749431.500000 Penalty: 4685.003418
	Iteration 42Q: 3 clusters Score -1749432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1749452.375000 Penalty: 4685.003418
	Iteration 43Q: 3 clusters Score -1749452 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1749483.875000 Penalty: 4685.003418
	Iteration 44Q: 3 clusters Score -1749484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1749517.000000 Penalty: 4685.003418
	Iteration 45Q: 3 clusters Score -1749517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1749563.875000 Penalty: 4685.003418
	Iteration 46Q: 3 clusters Score -1749564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1749634.625000 Penalty: 4685.003418
	Iteration 47Q: 3 clusters Score -1749635 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1749704.125000 Penalty: 4685.003418
	Iteration 48Q: 3 clusters Score -1749704 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1749810.125000 Penalty: 4685.003418
	Iteration 49Q: 3 clusters Score -1749810 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1749986.625000 Penalty: 4685.003418
	Iteration 50Q: 3 clusters Score -1749987 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1750184.375000 Penalty: 4685.003418
	Iteration 51Q: 3 clusters Score -1750184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1750386.875000 Penalty: 4685.003418
	Iteration 52Q: 3 clusters Score -1750387 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1750523.500000 Penalty: 4685.003418
	Iteration 53Q: 3 clusters Score -1750524 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1750604.625000 Penalty: 4685.003418
	Iteration 54Q: 3 clusters Score -1750605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1750643.250000 Penalty: 4685.003418
	Iteration 55Q: 3 clusters Score -1750643 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1750668.750000 Penalty: 4685.003418
	Iteration 56Q: 3 clusters Score -1750669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1750681.375000 Penalty: 4685.003418
	Iteration 57Q: 3 clusters Score -1750681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1750689.875000 Penalty: 4685.003418
	Iteration 58Q: 3 clusters Score -1750690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1750697.250000 Penalty: 4685.003418
	Iteration 59Q: 3 clusters Score -1750697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1750714.000000 Penalty: 4685.003418
	Iteration 60F: 3 clusters Score -1750714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1750713.750000 Penalty: 4685.003418
	Iteration 61Q: 3 clusters Score -1750714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1750719.000000 Penalty: 4685.003418
	Iteration 62Q: 3 clusters Score -1750719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1750727.625000 Penalty: 4685.003418
	Iteration 63Q: 3 clusters Score -1750728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1750731.250000 Penalty: 4685.003418
	Iteration 64Q: 3 clusters Score -1750731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1750731.000000 Penalty: 4685.003418
	Iteration 65Q: 3 clusters Score -1750731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1750732.250000 Penalty: 4685.003418
	Iteration 66Q: 3 clusters Score -1750732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1750738.750000 Penalty: 4685.003418
	Iteration 67Q: 3 clusters Score -1750739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1750741.250000 Penalty: 4685.003418
	Iteration 68Q: 3 clusters Score -1750741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1750744.375000 Penalty: 4685.003418
	Iteration 69Q: 3 clusters Score -1750744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1750740.000000 Penalty: 4685.003418
	Iteration 70Q: 3 clusters Score -1750740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1750741.500000 Penalty: 4685.003418
	Iteration 71Q: 3 clusters Score -1750742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1750749.250000 Penalty: 4685.003418
	Iteration 72Q: 3 clusters Score -1750749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1750750.375000 Penalty: 4685.003418
	Iteration 73Q: 3 clusters Score -1750750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1750750.875000 Penalty: 4685.003418
	Iteration 74Q: 3 clusters Score -1750751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1750752.750000 Penalty: 4685.003418
	Iteration 75Q: 3 clusters Score -1750753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1750755.750000 Penalty: 4685.003418
	Iteration 76Q: 3 clusters Score -1750756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1750756.000000 Penalty: 4685.003418
	Iteration 77Q: 3 clusters Score -1750756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1750755.125000 Penalty: 4685.003418
	Iteration 78Q: 3 clusters Score -1750755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1750755.875000 Penalty: 4685.003418
	Iteration 79Q: 3 clusters Score -1750756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1750757.375000 Penalty: 4685.003418
	Iteration 80F: 3 clusters Score -1750757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1750758.500000 Penalty: 4685.003418
	Iteration 81Q: 3 clusters Score -1750758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1750759.000000 Penalty: 4685.003418
	Iteration 82Q: 3 clusters Score -1750759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1750759.250000 Penalty: 4685.003418
	Iteration 83Q: 3 clusters Score -1750759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1750759.250000 Penalty: 4685.003418
	Iteration 84F: 3 clusters Score -1750759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 3778 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 95934 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 74468 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Entering Unmasked Estep 
Score: -114754928.000000 Penalty: 64064.546875
Splitting cluster 2 changes total score from -114754048.000000 to -114754928.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -452025.500000 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -452025.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -448711.031250 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -448711 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -455408.437500 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -455408.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -464944.500000 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -464944.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -467140.593750 Penalty: 4085.527100
	Iteration 3F: 3 clusters Score -467140.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -467726.625000 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -467726.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -467820.937500 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -467820.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -467873.156250 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -467873.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -467887.187500 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -467887.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -467901.906250 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -467901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -467905.593750 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -467905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -467913.031250 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -467913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -467920.156250 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -467920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -467921.593750 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -467921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -467921.593750 Penalty: 4085.527100
	Iteration 13F: 3 clusters Score -467921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 95934 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 74468 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Entering Unmasked Estep 
Score: -114770016.000000 Penalty: 67436.367188
Splitting cluster 3 changes total score from -114754048.000000 to -114770016.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -1955233.000000 Penalty: 2355.075195
	Iteration 0F: 2 clusters Score -1955233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1945491.625000 Penalty: 4710.150391
	Iteration 0F: 3 clusters Score -1945492 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1949364.250000 Penalty: 4710.150391
	Iteration 1F: 3 clusters Score -1949364 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1950872.250000 Penalty: 4710.150391
	Iteration 2F: 3 clusters Score -1950872 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1952373.250000 Penalty: 4710.150391
	Iteration 3F: 3 clusters Score -1952373 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1953369.625000 Penalty: 4710.150391
	Iteration 4F: 3 clusters Score -1953370 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1953890.000000 Penalty: 4710.150391
	Iteration 5F: 3 clusters Score -1953890 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1954170.375000 Penalty: 4710.150391
	Iteration 6Q: 3 clusters Score -1954170 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1954295.750000 Penalty: 4710.150391
	Iteration 7Q: 3 clusters Score -1954296 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1954368.375000 Penalty: 4710.150391
	Iteration 8Q: 3 clusters Score -1954368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1954410.875000 Penalty: 4710.150391
	Iteration 9Q: 3 clusters Score -1954411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1954436.500000 Penalty: 4710.150391
	Iteration 10Q: 3 clusters Score -1954436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1954449.125000 Penalty: 4710.150391
	Iteration 11Q: 3 clusters Score -1954449 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1954457.500000 Penalty: 4710.150391
	Iteration 12Q: 3 clusters Score -1954458 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1954483.625000 Penalty: 4710.150391
	Iteration 13Q: 3 clusters Score -1954484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1954487.125000 Penalty: 4710.150391
	Iteration 14Q: 3 clusters Score -1954487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1954499.875000 Penalty: 4710.150391
	Iteration 15Q: 3 clusters Score -1954500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1954508.375000 Penalty: 4710.150391
	Iteration 16Q: 3 clusters Score -1954508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1954525.875000 Penalty: 4710.150391
	Iteration 17Q: 3 clusters Score -1954526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1954528.875000 Penalty: 4710.150391
	Iteration 18Q: 3 clusters Score -1954529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1954536.000000 Penalty: 4710.150391
	Iteration 19Q: 3 clusters Score -1954536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1954538.500000 Penalty: 4710.150391
	Iteration 20F: 3 clusters Score -1954538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1954545.875000 Penalty: 4710.150391
	Iteration 21Q: 3 clusters Score -1954546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1954548.500000 Penalty: 4710.150391
	Iteration 22Q: 3 clusters Score -1954548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1954549.750000 Penalty: 4710.150391
	Iteration 23Q: 3 clusters Score -1954550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1954552.750000 Penalty: 4710.150391
	Iteration 24Q: 3 clusters Score -1954553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1954555.250000 Penalty: 4710.150391
	Iteration 25Q: 3 clusters Score -1954555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1954555.750000 Penalty: 4710.150391
	Iteration 26Q: 3 clusters Score -1954556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1954559.500000 Penalty: 4710.150391
	Iteration 27Q: 3 clusters Score -1954560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1954555.250000 Penalty: 4710.150391
	Iteration 28Q: 3 clusters Score -1954555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1954556.375000 Penalty: 4710.150391
	Iteration 29Q: 3 clusters Score -1954556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1954556.375000 Penalty: 4710.150391
	Iteration 30Q: 3 clusters Score -1954556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1954554.750000 Penalty: 4710.150391
	Iteration 31Q: 3 clusters Score -1954555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1954557.125000 Penalty: 4710.150391
	Iteration 32Q: 3 clusters Score -1954557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1954557.125000 Penalty: 4710.150391
	Iteration 33F: 3 clusters Score -1954557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (95934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Entering Unmasked Estep 
Score: -14428332.000000 Penalty: 2844.911133
	Iteration 0F: 2 clusters Score -1.442833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -14364375.000000 Penalty: 5689.822266
	Iteration 0F: 3 clusters Score -1.436438e+07 nChanged 45157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -14390213.000000 Penalty: 5689.822266
	Iteration 1F: 3 clusters Score -1.439021e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -14391274.000000 Penalty: 5689.822266
	Iteration 2Q: 3 clusters Score -1.439127e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -14392516.000000 Penalty: 5689.822266
	Iteration 3Q: 3 clusters Score -1.439252e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -14394083.000000 Penalty: 5689.822266
	Iteration 4Q: 3 clusters Score -1.439408e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 52871 members 
Entering Unmasked Estep 
Score: -14396104.000000 Penalty: 5689.822266
	Iteration 5Q: 3 clusters Score -1.43961e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 55287 members 
Entering Unmasked Estep 
Score: -14398568.000000 Penalty: 5689.822266
	Iteration 6F: 3 clusters Score -1.439857e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -14401661.000000 Penalty: 5689.822266
	Iteration 7F: 3 clusters Score -1.440166e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -14405177.000000 Penalty: 5689.822266
	Iteration 8F: 3 clusters Score -1.440518e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 66558 members 
Entering Unmasked Estep 
Score: -14409154.000000 Penalty: 5689.822266
	Iteration 9F: 3 clusters Score -1.440915e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -14413499.000000 Penalty: 5689.822266
	Iteration 10F: 3 clusters Score -1.44135e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -14417890.000000 Penalty: 5689.822266
	Iteration 11F: 3 clusters Score -1.441789e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -14422499.000000 Penalty: 5689.822266
	Iteration 12Q: 3 clusters Score -1.44225e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -14428068.000000 Penalty: 5689.822266
	Iteration 13Q: 3 clusters Score -1.442807e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -14432515.000000 Penalty: 5689.822266
	Iteration 14Q: 3 clusters Score -1.443252e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -14434404.000000 Penalty: 5689.822266
	Iteration 15Q: 3 clusters Score -1.44344e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -14435863.000000 Penalty: 5689.822266
	Iteration 16Q: 3 clusters Score -1.443586e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -14437518.000000 Penalty: 5689.822266
	Iteration 17Q: 3 clusters Score -1.443752e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -14439299.000000 Penalty: 5689.822266
	Iteration 18Q: 3 clusters Score -1.44393e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -14441419.000000 Penalty: 5689.822266
	Iteration 19Q: 3 clusters Score -1.444142e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -14444550.000000 Penalty: 5689.822266
	Iteration 20F: 3 clusters Score -1.444455e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -14450144.000000 Penalty: 5689.822266
	Iteration 21Q: 3 clusters Score -1.445014e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -14455849.000000 Penalty: 5689.822266
	Iteration 22Q: 3 clusters Score -1.445585e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -14459590.000000 Penalty: 5689.822266
	Iteration 23Q: 3 clusters Score -1.445959e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -14461361.000000 Penalty: 5689.822266
	Iteration 24Q: 3 clusters Score -1.446136e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -14462265.000000 Penalty: 5689.822266
	Iteration 25Q: 3 clusters Score -1.446226e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -14462981.000000 Penalty: 5689.822266
	Iteration 26Q: 3 clusters Score -1.446298e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -14463416.000000 Penalty: 5689.822266
	Iteration 27Q: 3 clusters Score -1.446342e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 59436 members 
Entering Unmasked Estep 
Score: -14463749.000000 Penalty: 5689.822266
	Iteration 28Q: 3 clusters Score -1.446375e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -14464080.000000 Penalty: 5689.822266
	Iteration 29Q: 3 clusters Score -1.446408e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -14464403.000000 Penalty: 5689.822266
	Iteration 30Q: 3 clusters Score -1.44644e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -14464789.000000 Penalty: 5689.822266
	Iteration 31Q: 3 clusters Score -1.446479e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
Score: -14465287.000000 Penalty: 5689.822266
	Iteration 32Q: 3 clusters Score -1.446529e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -14465945.000000 Penalty: 5689.822266
	Iteration 33Q: 3 clusters Score -1.446594e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -14466773.000000 Penalty: 5689.822266
	Iteration 34Q: 3 clusters Score -1.446677e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -14467700.000000 Penalty: 5689.822266
	Iteration 35Q: 3 clusters Score -1.44677e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -14468644.000000 Penalty: 5689.822266
	Iteration 36Q: 3 clusters Score -1.446864e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -14469391.000000 Penalty: 5689.822266
	Iteration 37Q: 3 clusters Score -1.446939e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -14469896.000000 Penalty: 5689.822266
	Iteration 38Q: 3 clusters Score -1.44699e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -14470259.000000 Penalty: 5689.822266
	Iteration 39Q: 3 clusters Score -1.447026e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -14472403.000000 Penalty: 5689.822266
	Iteration 40F: 3 clusters Score -1.44724e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -14474826.000000 Penalty: 5689.822266
	Iteration 41Q: 3 clusters Score -1.447483e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -14475594.000000 Penalty: 5689.822266
	Iteration 42Q: 3 clusters Score -1.447559e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -14475870.000000 Penalty: 5689.822266
	Iteration 43Q: 3 clusters Score -1.447587e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -14475952.000000 Penalty: 5689.822266
	Iteration 44Q: 3 clusters Score -1.447595e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -14475962.000000 Penalty: 5689.822266
	Iteration 45Q: 3 clusters Score -1.447596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -14475985.000000 Penalty: 5689.822266
	Iteration 46Q: 3 clusters Score -1.447598e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -14476001.000000 Penalty: 5689.822266
	Iteration 47Q: 3 clusters Score -1.4476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -14475992.000000 Penalty: 5689.822266
	Iteration 48Q: 3 clusters Score -1.447599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -14475982.000000 Penalty: 5689.822266
	Iteration 49Q: 3 clusters Score -1.447598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -14475991.000000 Penalty: 5689.822266
	Iteration 50Q: 3 clusters Score -1.447599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -14475990.000000 Penalty: 5689.822266
	Iteration 51Q: 3 clusters Score -1.447599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -14475984.000000 Penalty: 5689.822266
	Iteration 52Q: 3 clusters Score -1.447598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -14475980.000000 Penalty: 5689.822266
	Iteration 53Q: 3 clusters Score -1.447598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -14475980.000000 Penalty: 5689.822266
	Iteration 54F: 3 clusters Score -1.447598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 43074 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 74468 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Entering Unmasked Estep 
Score: -114815960.000000 Penalty: 70808.187500
Splitting cluster 6 changes total score from -114754048.000000 to -114815960.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (43074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Entering Unmasked Estep 
Score: -5923194.000000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -5923194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5894291.500000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -5894292 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -5907859.000000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -5907859 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -5911454.500000 Penalty: 5292.654785
	Iteration 2F: 3 clusters Score -5911454 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -5914827.500000 Penalty: 5292.654785
	Iteration 3F: 3 clusters Score -5914828 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5917309.000000 Penalty: 5292.654785
	Iteration 4F: 3 clusters Score -5917309 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -5918822.000000 Penalty: 5292.654785
	Iteration 5F: 3 clusters Score -5918822 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5919663.500000 Penalty: 5292.654785
	Iteration 6Q: 3 clusters Score -5919664 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5920211.500000 Penalty: 5292.654785
	Iteration 7Q: 3 clusters Score -5920212 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5920595.500000 Penalty: 5292.654785
	Iteration 8Q: 3 clusters Score -5920596 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5920843.500000 Penalty: 5292.654785
	Iteration 9Q: 3 clusters Score -5920844 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -5920995.500000 Penalty: 5292.654785
	Iteration 10Q: 3 clusters Score -5920996 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5921079.500000 Penalty: 5292.654785
	Iteration 11Q: 3 clusters Score -5921080 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5921148.000000 Penalty: 5292.654785
	Iteration 12Q: 3 clusters Score -5921148 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5921180.500000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -5921180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -5921215.500000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -5921216 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -5921242.500000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -5921242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -5921281.000000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -5921281 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -5921314.500000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -5921314 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -5921371.000000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -5921371 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -5921385.500000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -5921386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5921420.500000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -5921420 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5921429.500000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -5921430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -5921445.000000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -5921445 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5921463.500000 Penalty: 5292.654785
	Iteration 23Q: 3 clusters Score -5921464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -5921498.500000 Penalty: 5292.654785
	Iteration 24Q: 3 clusters Score -5921498 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5921517.000000 Penalty: 5292.654785
	Iteration 25Q: 3 clusters Score -5921517 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5921563.000000 Penalty: 5292.654785
	Iteration 26Q: 3 clusters Score -5921563 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5921641.000000 Penalty: 5292.654785
	Iteration 27Q: 3 clusters Score -5921641 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5921724.500000 Penalty: 5292.654785
	Iteration 28Q: 3 clusters Score -5921724 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5921849.000000 Penalty: 5292.654785
	Iteration 29Q: 3 clusters Score -5921849 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5921926.500000 Penalty: 5292.654785
	Iteration 30Q: 3 clusters Score -5921926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5922043.000000 Penalty: 5292.654785
	Iteration 31Q: 3 clusters Score -5922043 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5922115.000000 Penalty: 5292.654785
	Iteration 32Q: 3 clusters Score -5922115 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5922184.500000 Penalty: 5292.654785
	Iteration 33Q: 3 clusters Score -5922184 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -5922259.000000 Penalty: 5292.654785
	Iteration 34Q: 3 clusters Score -5922259 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -5922335.000000 Penalty: 5292.654785
	Iteration 35Q: 3 clusters Score -5922335 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -5922396.000000 Penalty: 5292.654785
	Iteration 36Q: 3 clusters Score -5922396 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -5922421.000000 Penalty: 5292.654785
	Iteration 37Q: 3 clusters Score -5922421 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5922486.000000 Penalty: 5292.654785
	Iteration 38Q: 3 clusters Score -5922486 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5922542.500000 Penalty: 5292.654785
	Iteration 39Q: 3 clusters Score -5922542 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5922585.500000 Penalty: 5292.654785
	Iteration 40F: 3 clusters Score -5922586 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -5922625.000000 Penalty: 5292.654785
	Iteration 41Q: 3 clusters Score -5922625 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -5922680.500000 Penalty: 5292.654785
	Iteration 42Q: 3 clusters Score -5922680 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5922735.000000 Penalty: 5292.654785
	Iteration 43Q: 3 clusters Score -5922735 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -5922762.500000 Penalty: 5292.654785
	Iteration 44Q: 3 clusters Score -5922762 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5922793.500000 Penalty: 5292.654785
	Iteration 45Q: 3 clusters Score -5922794 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -5922798.500000 Penalty: 5292.654785
	Iteration 46Q: 3 clusters Score -5922798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -5922840.000000 Penalty: 5292.654785
	Iteration 47Q: 3 clusters Score -5922840 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5922865.000000 Penalty: 5292.654785
	Iteration 48Q: 3 clusters Score -5922865 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5922889.000000 Penalty: 5292.654785
	Iteration 49Q: 3 clusters Score -5922889 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -5922877.000000 Penalty: 5292.654785
	Iteration 50Q: 3 clusters Score -5922877 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5922910.000000 Penalty: 5292.654785
	Iteration 51Q: 3 clusters Score -5922910 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5922891.500000 Penalty: 5292.654785
	Iteration 52Q: 3 clusters Score -5922892 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5922907.000000 Penalty: 5292.654785
	Iteration 53Q: 3 clusters Score -5922907 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -5922926.500000 Penalty: 5292.654785
	Iteration 54Q: 3 clusters Score -5922926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5922946.000000 Penalty: 5292.654785
	Iteration 55Q: 3 clusters Score -5922946 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5922946.000000 Penalty: 5292.654785
	Iteration 56Q: 3 clusters Score -5922946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5922940.000000 Penalty: 5292.654785
	Iteration 57Q: 3 clusters Score -5922940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -5922943.500000 Penalty: 5292.654785
	Iteration 58Q: 3 clusters Score -5922944 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5922949.000000 Penalty: 5292.654785
	Iteration 59Q: 3 clusters Score -5922949 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -5922971.000000 Penalty: 5292.654785
	Iteration 60F: 3 clusters Score -5922971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -5922975.500000 Penalty: 5292.654785
	Iteration 61Q: 3 clusters Score -5922976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -5922964.000000 Penalty: 5292.654785
	Iteration 62Q: 3 clusters Score -5922964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5922967.500000 Penalty: 5292.654785
	Iteration 63Q: 3 clusters Score -5922968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5922987.000000 Penalty: 5292.654785
	Iteration 64Q: 3 clusters Score -5922987 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -5922988.500000 Penalty: 5292.654785
	Iteration 65Q: 3 clusters Score -5922988 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -5922974.500000 Penalty: 5292.654785
	Iteration 66Q: 3 clusters Score -5922974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5922980.000000 Penalty: 5292.654785
	Iteration 67Q: 3 clusters Score -5922980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -5922981.500000 Penalty: 5292.654785
	Iteration 68Q: 3 clusters Score -5922982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5922974.500000 Penalty: 5292.654785
	Iteration 69Q: 3 clusters Score -5922974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -5922987.000000 Penalty: 5292.654785
	Iteration 70Q: 3 clusters Score -5922987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -5922994.000000 Penalty: 5292.654785
	Iteration 71Q: 3 clusters Score -5922994 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -5922996.500000 Penalty: 5292.654785
	Iteration 72Q: 3 clusters Score -5922996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5923014.500000 Penalty: 5292.654785
	Iteration 73Q: 3 clusters Score -5923014 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -5923030.000000 Penalty: 5292.654785
	Iteration 74Q: 3 clusters Score -5923030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5923031.000000 Penalty: 5292.654785
	Iteration 75Q: 3 clusters Score -5923031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5923038.000000 Penalty: 5292.654785
	Iteration 76Q: 3 clusters Score -5923038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -5923065.000000 Penalty: 5292.654785
	Iteration 77Q: 3 clusters Score -5923065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5923078.500000 Penalty: 5292.654785
	Iteration 78Q: 3 clusters Score -5923078 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5923084.500000 Penalty: 5292.654785
	Iteration 79Q: 3 clusters Score -5923084 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5923103.500000 Penalty: 5292.654785
	Iteration 80F: 3 clusters Score -5923104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -5923145.000000 Penalty: 5292.654785
	Iteration 81Q: 3 clusters Score -5923145 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5923160.000000 Penalty: 5292.654785
	Iteration 82Q: 3 clusters Score -5923160 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -5923169.000000 Penalty: 5292.654785
	Iteration 83Q: 3 clusters Score -5923169 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -5923218.000000 Penalty: 5292.654785
	Iteration 84Q: 3 clusters Score -5923218 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -5923271.500000 Penalty: 5292.654785
	Iteration 85Q: 3 clusters Score -5923272 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -5923305.000000 Penalty: 5292.654785
	Iteration 86Q: 3 clusters Score -5923305 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -5923328.000000 Penalty: 5292.654785
	Iteration 87Q: 3 clusters Score -5923328 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -5923394.500000 Penalty: 5292.654785
	Iteration 88Q: 3 clusters Score -5923394 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5923465.500000 Penalty: 5292.654785
	Iteration 89Q: 3 clusters Score -5923466 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5923498.000000 Penalty: 5292.654785
	Iteration 90Q: 3 clusters Score -5923498 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -5923604.000000 Penalty: 5292.654785
	Iteration 91Q: 3 clusters Score -5923604 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5923734.500000 Penalty: 5292.654785
	Iteration 92Q: 3 clusters Score -5923734 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -5923837.000000 Penalty: 5292.654785
	Iteration 93Q: 3 clusters Score -5923837 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -5923919.000000 Penalty: 5292.654785
	Iteration 94Q: 3 clusters Score -5923919 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -5924058.000000 Penalty: 5292.654785
	Iteration 95Q: 3 clusters Score -5924058 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -5924180.000000 Penalty: 5292.654785
	Iteration 96Q: 3 clusters Score -5924180 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -5924262.000000 Penalty: 5292.654785
	Iteration 97Q: 3 clusters Score -5924262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -5924360.500000 Penalty: 5292.654785
	Iteration 98Q: 3 clusters Score -5924360 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5924446.500000 Penalty: 5292.654785
	Iteration 99Q: 3 clusters Score -5924446 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5924515.000000 Penalty: 5292.654785
	Iteration 100F: 3 clusters Score -5924515 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -5924567.500000 Penalty: 5292.654785
	Iteration 101Q: 3 clusters Score -5924568 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -5924629.500000 Penalty: 5292.654785
	Iteration 102Q: 3 clusters Score -5924630 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5924686.500000 Penalty: 5292.654785
	Iteration 103Q: 3 clusters Score -5924686 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -5924756.000000 Penalty: 5292.654785
	Iteration 104Q: 3 clusters Score -5924756 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -5924776.000000 Penalty: 5292.654785
	Iteration 105Q: 3 clusters Score -5924776 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -5924808.000000 Penalty: 5292.654785
	Iteration 106Q: 3 clusters Score -5924808 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -5924840.000000 Penalty: 5292.654785
	Iteration 107Q: 3 clusters Score -5924840 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -5924868.500000 Penalty: 5292.654785
	Iteration 108Q: 3 clusters Score -5924868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -5924896.500000 Penalty: 5292.654785
	Iteration 109Q: 3 clusters Score -5924896 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -5924922.000000 Penalty: 5292.654785
	Iteration 110Q: 3 clusters Score -5924922 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -5924956.000000 Penalty: 5292.654785
	Iteration 111Q: 3 clusters Score -5924956 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -5924977.000000 Penalty: 5292.654785
	Iteration 112Q: 3 clusters Score -5924977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5924996.500000 Penalty: 5292.654785
	Iteration 113Q: 3 clusters Score -5924996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5924990.000000 Penalty: 5292.654785
	Iteration 114Q: 3 clusters Score -5924990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5925017.000000 Penalty: 5292.654785
	Iteration 115Q: 3 clusters Score -5925017 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -5925025.500000 Penalty: 5292.654785
	Iteration 116Q: 3 clusters Score -5925026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -5925041.500000 Penalty: 5292.654785
	Iteration 117Q: 3 clusters Score -5925042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5925037.000000 Penalty: 5292.654785
	Iteration 118Q: 3 clusters Score -5925037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5925051.500000 Penalty: 5292.654785
	Iteration 119Q: 3 clusters Score -5925052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5925064.000000 Penalty: 5292.654785
	Iteration 120F: 3 clusters Score -5925064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5925070.000000 Penalty: 5292.654785
	Iteration 121Q: 3 clusters Score -5925070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -5925073.500000 Penalty: 5292.654785
	Iteration 122Q: 3 clusters Score -5925074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -5925077.000000 Penalty: 5292.654785
	Iteration 123Q: 3 clusters Score -5925077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -5925080.500000 Penalty: 5292.654785
	Iteration 124Q: 3 clusters Score -5925080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -5925075.000000 Penalty: 5292.654785
	Iteration 125Q: 3 clusters Score -5925075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -5925073.500000 Penalty: 5292.654785
	Iteration 126Q: 3 clusters Score -5925074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -5925087.000000 Penalty: 5292.654785
	Iteration 127Q: 3 clusters Score -5925087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -5925089.000000 Penalty: 5292.654785
	Iteration 128Q: 3 clusters Score -5925089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -5925084.000000 Penalty: 5292.654785
	Iteration 129Q: 3 clusters Score -5925084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5925078.000000 Penalty: 5292.654785
	Iteration 130Q: 3 clusters Score -5925078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -5925078.000000 Penalty: 5292.654785
	Iteration 131Q: 3 clusters Score -5925078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -5925081.500000 Penalty: 5292.654785
	Iteration 132Q: 3 clusters Score -5925082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -5925089.000000 Penalty: 5292.654785
	Iteration 133Q: 3 clusters Score -5925089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -5925083.000000 Penalty: 5292.654785
	Iteration 134Q: 3 clusters Score -5925083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -5925079.000000 Penalty: 5292.654785
	Iteration 135Q: 3 clusters Score -5925079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5925082.500000 Penalty: 5292.654785
	Iteration 136Q: 3 clusters Score -5925082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -5925093.000000 Penalty: 5292.654785
	Iteration 137Q: 3 clusters Score -5925093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -5925080.500000 Penalty: 5292.654785
	Iteration 138Q: 3 clusters Score -5925080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5925080.500000 Penalty: 5292.654785
	Iteration 139Q: 3 clusters Score -5925080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5925086.000000 Penalty: 5292.654785
	Iteration 140F: 3 clusters Score -5925086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -5925087.000000 Penalty: 5292.654785
	Iteration 141Q: 3 clusters Score -5925087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -5925100.500000 Penalty: 5292.654785
	Iteration 142Q: 3 clusters Score -5925100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -5925099.000000 Penalty: 5292.654785
	Iteration 143Q: 3 clusters Score -5925099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -5925096.000000 Penalty: 5292.654785
	Iteration 144Q: 3 clusters Score -5925096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -5925097.000000 Penalty: 5292.654785
	Iteration 145Q: 3 clusters Score -5925097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -5925102.000000 Penalty: 5292.654785
	Iteration 146Q: 3 clusters Score -5925102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5925106.000000 Penalty: 5292.654785
	Iteration 147Q: 3 clusters Score -5925106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -5925107.500000 Penalty: 5292.654785
	Iteration 148Q: 3 clusters Score -5925108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -5925117.000000 Penalty: 5292.654785
	Iteration 149Q: 3 clusters Score -5925117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -5925117.000000 Penalty: 5292.654785
	Iteration 150Q: 3 clusters Score -5925117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5925126.500000 Penalty: 5292.654785
	Iteration 151Q: 3 clusters Score -5925126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -5925131.500000 Penalty: 5292.654785
	Iteration 152Q: 3 clusters Score -5925132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -5925134.000000 Penalty: 5292.654785
	Iteration 153Q: 3 clusters Score -5925134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -5925152.000000 Penalty: 5292.654785
	Iteration 154Q: 3 clusters Score -5925152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5925157.000000 Penalty: 5292.654785
	Iteration 155Q: 3 clusters Score -5925157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -5925163.500000 Penalty: 5292.654785
	Iteration 156Q: 3 clusters Score -5925164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -5925161.000000 Penalty: 5292.654785
	Iteration 157Q: 3 clusters Score -5925161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -5925164.000000 Penalty: 5292.654785
	Iteration 158Q: 3 clusters Score -5925164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5925153.000000 Penalty: 5292.654785
	Iteration 159Q: 3 clusters Score -5925153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -5925152.500000 Penalty: 5292.654785
	Iteration 160F: 3 clusters Score -5925152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5925158.000000 Penalty: 5292.654785
	Iteration 161Q: 3 clusters Score -5925158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5925160.500000 Penalty: 5292.654785
	Iteration 162Q: 3 clusters Score -5925160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -5925151.500000 Penalty: 5292.654785
	Iteration 163Q: 3 clusters Score -5925152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -5925161.000000 Penalty: 5292.654785
	Iteration 164Q: 3 clusters Score -5925161 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -5925163.500000 Penalty: 5292.654785
	Iteration 165Q: 3 clusters Score -5925164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5925163.500000 Penalty: 5292.654785
	Iteration 166Q: 3 clusters Score -5925164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5925160.500000 Penalty: 5292.654785
	Iteration 167Q: 3 clusters Score -5925160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -5925164.000000 Penalty: 5292.654785
	Iteration 168Q: 3 clusters Score -5925164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -5925173.000000 Penalty: 5292.654785
	Iteration 169Q: 3 clusters Score -5925173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -5925174.500000 Penalty: 5292.654785
	Iteration 170Q: 3 clusters Score -5925174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5925178.000000 Penalty: 5292.654785
	Iteration 171Q: 3 clusters Score -5925178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5925184.000000 Penalty: 5292.654785
	Iteration 172Q: 3 clusters Score -5925184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -5925180.000000 Penalty: 5292.654785
	Iteration 173Q: 3 clusters Score -5925180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5925184.500000 Penalty: 5292.654785
	Iteration 174Q: 3 clusters Score -5925184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5925190.000000 Penalty: 5292.654785
	Iteration 175Q: 3 clusters Score -5925190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5925189.500000 Penalty: 5292.654785
	Iteration 176Q: 3 clusters Score -5925190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -5925190.000000 Penalty: 5292.654785
	Iteration 177Q: 3 clusters Score -5925190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5925179.500000 Penalty: 5292.654785
	Iteration 178Q: 3 clusters Score -5925180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -5925179.000000 Penalty: 5292.654785
	Iteration 179Q: 3 clusters Score -5925179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5925173.000000 Penalty: 5292.654785
	Iteration 180F: 3 clusters Score -5925173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -5925180.500000 Penalty: 5292.654785
	Iteration 181Q: 3 clusters Score -5925180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -5925179.000000 Penalty: 5292.654785
	Iteration 182Q: 3 clusters Score -5925179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5925180.500000 Penalty: 5292.654785
	Iteration 183Q: 3 clusters Score -5925180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -5925177.000000 Penalty: 5292.654785
	Iteration 184Q: 3 clusters Score -5925177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5925177.000000 Penalty: 5292.654785
	Iteration 185Q: 3 clusters Score -5925177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5925174.000000 Penalty: 5292.654785
	Iteration 186Q: 3 clusters Score -5925174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5925164.000000 Penalty: 5292.654785
	Iteration 187Q: 3 clusters Score -5925164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -5925164.000000 Penalty: 5292.654785
	Iteration 188Q: 3 clusters Score -5925164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -5925166.000000 Penalty: 5292.654785
	Iteration 189Q: 3 clusters Score -5925166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5925172.500000 Penalty: 5292.654785
	Iteration 190Q: 3 clusters Score -5925172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -5925167.000000 Penalty: 5292.654785
	Iteration 191Q: 3 clusters Score -5925167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5925169.500000 Penalty: 5292.654785
	Iteration 192Q: 3 clusters Score -5925170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5925169.500000 Penalty: 5292.654785
	Iteration 193F: 3 clusters Score -5925170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 10473 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 74468 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Entering Unmasked Estep 
Score: -114817216.000000 Penalty: 74180.000000
Splitting cluster 7 changes total score from -114754048.000000 to -114817216.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (10473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Entering Unmasked Estep 
Score: -1323655.500000 Penalty: 2295.625732
	Iteration 0F: 2 clusters Score -1323656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1315720.250000 Penalty: 4591.251465
	Iteration 0F: 3 clusters Score -1315720 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1319417.625000 Penalty: 4591.251465
	Iteration 1F: 3 clusters Score -1319418 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1321384.375000 Penalty: 4591.251465
	Iteration 2F: 3 clusters Score -1321384 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1322797.000000 Penalty: 4591.251465
	Iteration 3F: 3 clusters Score -1322797 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1323580.750000 Penalty: 4591.251465
	Iteration 4F: 3 clusters Score -1323581 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1324048.750000 Penalty: 4591.251465
	Iteration 5F: 3 clusters Score -1324049 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1324358.500000 Penalty: 4591.251465
	Iteration 6Q: 3 clusters Score -1324358 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1324579.250000 Penalty: 4591.251465
	Iteration 7Q: 3 clusters Score -1324579 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1324791.000000 Penalty: 4591.251465
	Iteration 8Q: 3 clusters Score -1324791 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1325046.125000 Penalty: 4591.251465
	Iteration 9Q: 3 clusters Score -1325046 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1325259.875000 Penalty: 4591.251465
	Iteration 10Q: 3 clusters Score -1325260 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1325458.125000 Penalty: 4591.251465
	Iteration 11Q: 3 clusters Score -1325458 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1325614.500000 Penalty: 4591.251465
	Iteration 12Q: 3 clusters Score -1325614 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1325737.125000 Penalty: 4591.251465
	Iteration 13Q: 3 clusters Score -1325737 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1325862.375000 Penalty: 4591.251465
	Iteration 14Q: 3 clusters Score -1325862 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1326009.500000 Penalty: 4591.251465
	Iteration 15Q: 3 clusters Score -1326010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1326134.250000 Penalty: 4591.251465
	Iteration 16Q: 3 clusters Score -1326134 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1326251.750000 Penalty: 4591.251465
	Iteration 17Q: 3 clusters Score -1326252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1326376.250000 Penalty: 4591.251465
	Iteration 18Q: 3 clusters Score -1326376 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1326502.500000 Penalty: 4591.251465
	Iteration 19Q: 3 clusters Score -1326502 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1326667.000000 Penalty: 4591.251465
	Iteration 20F: 3 clusters Score -1326667 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1326841.625000 Penalty: 4591.251465
	Iteration 21Q: 3 clusters Score -1326842 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1327026.000000 Penalty: 4591.251465
	Iteration 22Q: 3 clusters Score -1327026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1327152.625000 Penalty: 4591.251465
	Iteration 23Q: 3 clusters Score -1327153 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1327268.125000 Penalty: 4591.251465
	Iteration 24Q: 3 clusters Score -1327268 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1327376.125000 Penalty: 4591.251465
	Iteration 25Q: 3 clusters Score -1327376 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1327453.000000 Penalty: 4591.251465
	Iteration 26Q: 3 clusters Score -1327453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1327517.500000 Penalty: 4591.251465
	Iteration 27Q: 3 clusters Score -1327518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1327549.625000 Penalty: 4591.251465
	Iteration 28Q: 3 clusters Score -1327550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1327576.750000 Penalty: 4591.251465
	Iteration 29Q: 3 clusters Score -1327577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1327588.750000 Penalty: 4591.251465
	Iteration 30Q: 3 clusters Score -1327589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1327599.250000 Penalty: 4591.251465
	Iteration 31Q: 3 clusters Score -1327599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1327610.625000 Penalty: 4591.251465
	Iteration 32Q: 3 clusters Score -1327611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1327611.375000 Penalty: 4591.251465
	Iteration 33Q: 3 clusters Score -1327611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1327613.375000 Penalty: 4591.251465
	Iteration 34Q: 3 clusters Score -1327613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1327620.500000 Penalty: 4591.251465
	Iteration 35Q: 3 clusters Score -1327620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1327622.000000 Penalty: 4591.251465
	Iteration 36Q: 3 clusters Score -1327622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1327626.500000 Penalty: 4591.251465
	Iteration 37Q: 3 clusters Score -1327626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1327631.875000 Penalty: 4591.251465
	Iteration 38Q: 3 clusters Score -1327632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1327629.625000 Penalty: 4591.251465
	Iteration 39Q: 3 clusters Score -1327630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1327632.625000 Penalty: 4591.251465
	Iteration 40F: 3 clusters Score -1327633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1327634.000000 Penalty: 4591.251465
	Iteration 41Q: 3 clusters Score -1327634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1327636.750000 Penalty: 4591.251465
	Iteration 42Q: 3 clusters Score -1327637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1327635.125000 Penalty: 4591.251465
	Iteration 43Q: 3 clusters Score -1327635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1327633.250000 Penalty: 4591.251465
	Iteration 44Q: 3 clusters Score -1327633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1327632.250000 Penalty: 4591.251465
	Iteration 45Q: 3 clusters Score -1327632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1327632.500000 Penalty: 4591.251465
	Iteration 46Q: 3 clusters Score -1327632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1327634.250000 Penalty: 4591.251465
	Iteration 47Q: 3 clusters Score -1327634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1327638.250000 Penalty: 4591.251465
	Iteration 48Q: 3 clusters Score -1327638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1327637.375000 Penalty: 4591.251465
	Iteration 49Q: 3 clusters Score -1327637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1327637.250000 Penalty: 4591.251465
	Iteration 50Q: 3 clusters Score -1327637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1327635.125000 Penalty: 4591.251465
	Iteration 51Q: 3 clusters Score -1327635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1327635.125000 Penalty: 4591.251465
	Iteration 52F: 3 clusters Score -1327635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 74468 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Entering Unmasked Estep 
Score: -114819616.000000 Penalty: 77551.820312
Splitting cluster 8 changes total score from -114754048.000000 to -114819616.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (155577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Entering Unmasked Estep 
Score: -22474752.000000 Penalty: 2964.814209
	Iteration 0F: 2 clusters Score -2.247475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -22372764.000000 Penalty: 5929.628418
	Iteration 0F: 3 clusters Score -2.237276e+07 nChanged 74350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
Score: -22419744.000000 Penalty: 5929.628418
	Iteration 1F: 3 clusters Score -2.241974e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -22424690.000000 Penalty: 5929.628418
	Iteration 2F: 3 clusters Score -2.242469e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -22430870.000000 Penalty: 5929.628418
	Iteration 3F: 3 clusters Score -2.243087e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 71271 members 
Entering Unmasked Estep 
Score: -22437560.000000 Penalty: 5929.628418
	Iteration 4F: 3 clusters Score -2.243756e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -22443976.000000 Penalty: 5929.628418
	Iteration 5F: 3 clusters Score -2.244398e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -22449914.000000 Penalty: 5929.628418
	Iteration 6F: 3 clusters Score -2.244991e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96728 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -22456208.000000 Penalty: 5929.628418
	Iteration 7F: 3 clusters Score -2.245621e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -22461650.000000 Penalty: 5929.628418
	Iteration 8Q: 3 clusters Score -2.246165e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 52494 members 
Entering Unmasked Estep 
Score: -22466094.000000 Penalty: 5929.628418
	Iteration 9Q: 3 clusters Score -2.246609e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105318 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -22468726.000000 Penalty: 5929.628418
	Iteration 10Q: 3 clusters Score -2.246873e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -22470244.000000 Penalty: 5929.628418
	Iteration 11Q: 3 clusters Score -2.247024e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108268 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -22471218.000000 Penalty: 5929.628418
	Iteration 12Q: 3 clusters Score -2.247122e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109260 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -22471958.000000 Penalty: 5929.628418
	Iteration 13Q: 3 clusters Score -2.247196e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110016 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -22472664.000000 Penalty: 5929.628418
	Iteration 14Q: 3 clusters Score -2.247266e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110545 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -22472916.000000 Penalty: 5929.628418
	Iteration 15Q: 3 clusters Score -2.247292e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110847 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -22473232.000000 Penalty: 5929.628418
	Iteration 16Q: 3 clusters Score -2.247323e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -22473546.000000 Penalty: 5929.628418
	Iteration 17Q: 3 clusters Score -2.247355e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -22473816.000000 Penalty: 5929.628418
	Iteration 18Q: 3 clusters Score -2.247382e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -22473874.000000 Penalty: 5929.628418
	Iteration 19Q: 3 clusters Score -2.247387e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -22473980.000000 Penalty: 5929.628418
	Iteration 20F: 3 clusters Score -2.247398e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110925 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -22474064.000000 Penalty: 5929.628418
	Iteration 21Q: 3 clusters Score -2.247406e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110806 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -22474074.000000 Penalty: 5929.628418
	Iteration 22Q: 3 clusters Score -2.247407e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110688 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -22474056.000000 Penalty: 5929.628418
	Iteration 23Q: 3 clusters Score -2.247406e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110546 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -22474138.000000 Penalty: 5929.628418
	Iteration 24Q: 3 clusters Score -2.247414e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110423 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -22474170.000000 Penalty: 5929.628418
	Iteration 25Q: 3 clusters Score -2.247417e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -22474164.000000 Penalty: 5929.628418
	Iteration 26Q: 3 clusters Score -2.247416e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -22474182.000000 Penalty: 5929.628418
	Iteration 27Q: 3 clusters Score -2.247418e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -22474196.000000 Penalty: 5929.628418
	Iteration 28Q: 3 clusters Score -2.24742e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -22474200.000000 Penalty: 5929.628418
	Iteration 29Q: 3 clusters Score -2.24742e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110034 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -22474164.000000 Penalty: 5929.628418
	Iteration 30Q: 3 clusters Score -2.247416e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -22474186.000000 Penalty: 5929.628418
	Iteration 31Q: 3 clusters Score -2.247419e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109937 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -22474222.000000 Penalty: 5929.628418
	Iteration 32Q: 3 clusters Score -2.247422e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -22474212.000000 Penalty: 5929.628418
	Iteration 33Q: 3 clusters Score -2.247421e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -22474220.000000 Penalty: 5929.628418
	Iteration 34Q: 3 clusters Score -2.247422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109840 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -22474226.000000 Penalty: 5929.628418
	Iteration 35Q: 3 clusters Score -2.247423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -22474220.000000 Penalty: 5929.628418
	Iteration 36Q: 3 clusters Score -2.247422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -22474204.000000 Penalty: 5929.628418
	Iteration 37Q: 3 clusters Score -2.24742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -22474202.000000 Penalty: 5929.628418
	Iteration 38Q: 3 clusters Score -2.24742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -22474192.000000 Penalty: 5929.628418
	Iteration 39Q: 3 clusters Score -2.247419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -22474196.000000 Penalty: 5929.628418
	Iteration 40F: 3 clusters Score -2.24742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -22474188.000000 Penalty: 5929.628418
	Iteration 41Q: 3 clusters Score -2.247419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -22474198.000000 Penalty: 5929.628418
	Iteration 42Q: 3 clusters Score -2.24742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -22474200.000000 Penalty: 5929.628418
	Iteration 43Q: 3 clusters Score -2.24742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -22474200.000000 Penalty: 5929.628418
	Iteration 44Q: 3 clusters Score -2.24742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -22474190.000000 Penalty: 5929.628418
	Iteration 45Q: 3 clusters Score -2.247419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -22474190.000000 Penalty: 5929.628418
	Iteration 46F: 3 clusters Score -2.247419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74468 members 
Entering Unmasked Estep 
Score: -11092861.000000 Penalty: 2782.094727
	Iteration 0F: 2 clusters Score -1.109286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -11042778.000000 Penalty: 5564.189453
	Iteration 0F: 3 clusters Score -1.104278e+07 nChanged 34978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -11063397.000000 Penalty: 5564.189453
	Iteration 1F: 3 clusters Score -1.10634e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -11065340.000000 Penalty: 5564.189453
	Iteration 2Q: 3 clusters Score -1.106534e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -11068451.000000 Penalty: 5564.189453
	Iteration 3F: 3 clusters Score -1.106845e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -11072894.000000 Penalty: 5564.189453
	Iteration 4F: 3 clusters Score -1.107289e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -11077981.000000 Penalty: 5564.189453
	Iteration 5F: 3 clusters Score -1.107798e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -11082361.000000 Penalty: 5564.189453
	Iteration 6F: 3 clusters Score -1.108236e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -11085516.000000 Penalty: 5564.189453
	Iteration 7F: 3 clusters Score -1.108552e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -11087364.000000 Penalty: 5564.189453
	Iteration 8F: 3 clusters Score -1.108736e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -11088450.000000 Penalty: 5564.189453
	Iteration 9Q: 3 clusters Score -1.108845e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -11089136.000000 Penalty: 5564.189453
	Iteration 10Q: 3 clusters Score -1.108914e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -11089585.000000 Penalty: 5564.189453
	Iteration 11Q: 3 clusters Score -1.108958e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -11089899.000000 Penalty: 5564.189453
	Iteration 12Q: 3 clusters Score -1.10899e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -11090230.000000 Penalty: 5564.189453
	Iteration 13Q: 3 clusters Score -1.109023e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -11090553.000000 Penalty: 5564.189453
	Iteration 14Q: 3 clusters Score -1.109055e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -11090876.000000 Penalty: 5564.189453
	Iteration 15Q: 3 clusters Score -1.109088e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -11091328.000000 Penalty: 5564.189453
	Iteration 16Q: 3 clusters Score -1.109133e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -11091808.000000 Penalty: 5564.189453
	Iteration 17Q: 3 clusters Score -1.109181e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -11092248.000000 Penalty: 5564.189453
	Iteration 18Q: 3 clusters Score -1.109225e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -11092808.000000 Penalty: 5564.189453
	Iteration 19Q: 3 clusters Score -1.109281e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -11093474.000000 Penalty: 5564.189453
	Iteration 20F: 3 clusters Score -1.109347e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -11094153.000000 Penalty: 5564.189453
	Iteration 21Q: 3 clusters Score -1.109415e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -11094886.000000 Penalty: 5564.189453
	Iteration 22Q: 3 clusters Score -1.109489e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -11095629.000000 Penalty: 5564.189453
	Iteration 23Q: 3 clusters Score -1.109563e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -11096280.000000 Penalty: 5564.189453
	Iteration 24Q: 3 clusters Score -1.109628e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -11096864.000000 Penalty: 5564.189453
	Iteration 25Q: 3 clusters Score -1.109686e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -11097342.000000 Penalty: 5564.189453
	Iteration 26Q: 3 clusters Score -1.109734e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -11097710.000000 Penalty: 5564.189453
	Iteration 27Q: 3 clusters Score -1.109771e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -11097968.000000 Penalty: 5564.189453
	Iteration 28Q: 3 clusters Score -1.109797e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -11098126.000000 Penalty: 5564.189453
	Iteration 29Q: 3 clusters Score -1.109813e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -11098325.000000 Penalty: 5564.189453
	Iteration 30Q: 3 clusters Score -1.109832e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -11098444.000000 Penalty: 5564.189453
	Iteration 31Q: 3 clusters Score -1.109844e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -11098558.000000 Penalty: 5564.189453
	Iteration 32Q: 3 clusters Score -1.109856e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -11098674.000000 Penalty: 5564.189453
	Iteration 33Q: 3 clusters Score -1.109867e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -11098681.000000 Penalty: 5564.189453
	Iteration 34Q: 3 clusters Score -1.109868e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 66750 members 
Entering Unmasked Estep 
Score: -11098697.000000 Penalty: 5564.189453
	Iteration 35Q: 3 clusters Score -1.10987e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -11098710.000000 Penalty: 5564.189453
	Iteration 36Q: 3 clusters Score -1.109871e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -11098727.000000 Penalty: 5564.189453
	Iteration 37Q: 3 clusters Score -1.109873e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -11098747.000000 Penalty: 5564.189453
	Iteration 38Q: 3 clusters Score -1.109875e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 67388 members 
Entering Unmasked Estep 
Score: -11098764.000000 Penalty: 5564.189453
	Iteration 39Q: 3 clusters Score -1.109876e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -11098780.000000 Penalty: 5564.189453
	Iteration 40F: 3 clusters Score -1.109878e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -11098789.000000 Penalty: 5564.189453
	Iteration 41Q: 3 clusters Score -1.109879e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 67655 members 
Entering Unmasked Estep 
Score: -11098812.000000 Penalty: 5564.189453
	Iteration 42Q: 3 clusters Score -1.109881e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -11098816.000000 Penalty: 5564.189453
	Iteration 43Q: 3 clusters Score -1.109882e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -11098829.000000 Penalty: 5564.189453
	Iteration 44Q: 3 clusters Score -1.109883e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -11098826.000000 Penalty: 5564.189453
	Iteration 45Q: 3 clusters Score -1.109883e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -11098834.000000 Penalty: 5564.189453
	Iteration 46Q: 3 clusters Score -1.109883e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -11098835.000000 Penalty: 5564.189453
	Iteration 47Q: 3 clusters Score -1.109884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -11098840.000000 Penalty: 5564.189453
	Iteration 48Q: 3 clusters Score -1.109884e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -11098837.000000 Penalty: 5564.189453
	Iteration 49Q: 3 clusters Score -1.109884e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -11098841.000000 Penalty: 5564.189453
	Iteration 50Q: 3 clusters Score -1.109884e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -11098841.000000 Penalty: 5564.189453
	Iteration 51Q: 3 clusters Score -1.109884e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -11098851.000000 Penalty: 5564.189453
	Iteration 52Q: 3 clusters Score -1.109885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -11098837.000000 Penalty: 5564.189453
	Iteration 53Q: 3 clusters Score -1.109884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 68164 members 
Entering Unmasked Estep 
Score: -11098844.000000 Penalty: 5564.189453
	Iteration 54Q: 3 clusters Score -1.109884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -11098862.000000 Penalty: 5564.189453
	Iteration 55Q: 3 clusters Score -1.109886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -11098859.000000 Penalty: 5564.189453
	Iteration 56Q: 3 clusters Score -1.109886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -11098862.000000 Penalty: 5564.189453
	Iteration 57Q: 3 clusters Score -1.109886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -11098871.000000 Penalty: 5564.189453
	Iteration 58Q: 3 clusters Score -1.109887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 68235 members 
Entering Unmasked Estep 
Score: -11098869.000000 Penalty: 5564.189453
	Iteration 59Q: 3 clusters Score -1.109887e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -11098860.000000 Penalty: 5564.189453
	Iteration 60F: 3 clusters Score -1.109886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -11098864.000000 Penalty: 5564.189453
	Iteration 61Q: 3 clusters Score -1.109886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 68271 members 
Entering Unmasked Estep 
Score: -11098859.000000 Penalty: 5564.189453
	Iteration 62Q: 3 clusters Score -1.109886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 68283 members 
Entering Unmasked Estep 
Score: -11098863.000000 Penalty: 5564.189453
	Iteration 63Q: 3 clusters Score -1.109886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -11098860.000000 Penalty: 5564.189453
	Iteration 64Q: 3 clusters Score -1.109886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -11098863.000000 Penalty: 5564.189453
	Iteration 65Q: 3 clusters Score -1.109886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -11098870.000000 Penalty: 5564.189453
	Iteration 66Q: 3 clusters Score -1.109887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 68290 members 
Entering Unmasked Estep 
Score: -11098870.000000 Penalty: 5564.189453
	Iteration 67F: 3 clusters Score -1.109887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 52766 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Entering Unmasked Estep 
Score: -114824888.000000 Penalty: 80923.640625
Splitting cluster 10 changes total score from -114754048.000000 to -114824888.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (52766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Entering Unmasked Estep 
Score: -7536487.500000 Penalty: 2696.658203
	Iteration 0F: 2 clusters Score -7536488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -7501135.000000 Penalty: 5393.316406
	Iteration 0F: 3 clusters Score -7501135 nChanged 24604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -7518147.000000 Penalty: 5393.316406
	Iteration 1F: 3 clusters Score -7518147 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -7526696.000000 Penalty: 5393.316406
	Iteration 2F: 3 clusters Score -7526696 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7540890.000000 Penalty: 5393.316406
	Iteration 3F: 3 clusters Score -7540890 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -7549545.000000 Penalty: 5393.316406
	Iteration 4F: 3 clusters Score -7549545 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -7554841.500000 Penalty: 5393.316406
	Iteration 5F: 3 clusters Score -7554842 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -7560011.000000 Penalty: 5393.316406
	Iteration 6Q: 3 clusters Score -7560011 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -7561237.000000 Penalty: 5393.316406
	Iteration 7Q: 3 clusters Score -7561237 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -7561438.500000 Penalty: 5393.316406
	Iteration 8Q: 3 clusters Score -7561438 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -7561512.000000 Penalty: 5393.316406
	Iteration 9Q: 3 clusters Score -7561512 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -7561558.500000 Penalty: 5393.316406
	Iteration 10Q: 3 clusters Score -7561558 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7561661.500000 Penalty: 5393.316406
	Iteration 11Q: 3 clusters Score -7561662 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -7561740.000000 Penalty: 5393.316406
	Iteration 12Q: 3 clusters Score -7561740 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -7561965.500000 Penalty: 5393.316406
	Iteration 13Q: 3 clusters Score -7561966 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -7562364.500000 Penalty: 5393.316406
	Iteration 14Q: 3 clusters Score -7562364 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7563001.500000 Penalty: 5393.316406
	Iteration 15Q: 3 clusters Score -7563002 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7563844.000000 Penalty: 5393.316406
	Iteration 16Q: 3 clusters Score -7563844 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -7564654.000000 Penalty: 5393.316406
	Iteration 17Q: 3 clusters Score -7564654 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7565217.000000 Penalty: 5393.316406
	Iteration 18Q: 3 clusters Score -7565217 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7565526.000000 Penalty: 5393.316406
	Iteration 19Q: 3 clusters Score -7565526 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -7565645.500000 Penalty: 5393.316406
	Iteration 20F: 3 clusters Score -7565646 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7565695.500000 Penalty: 5393.316406
	Iteration 21Q: 3 clusters Score -7565696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -7565720.500000 Penalty: 5393.316406
	Iteration 22Q: 3 clusters Score -7565720 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7565748.000000 Penalty: 5393.316406
	Iteration 23Q: 3 clusters Score -7565748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -7565760.000000 Penalty: 5393.316406
	Iteration 24Q: 3 clusters Score -7565760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7565767.500000 Penalty: 5393.316406
	Iteration 25Q: 3 clusters Score -7565768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7565756.500000 Penalty: 5393.316406
	Iteration 26Q: 3 clusters Score -7565756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7565760.000000 Penalty: 5393.316406
	Iteration 27Q: 3 clusters Score -7565760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7565759.500000 Penalty: 5393.316406
	Iteration 28Q: 3 clusters Score -7565760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7565766.000000 Penalty: 5393.316406
	Iteration 29Q: 3 clusters Score -7565766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7565762.000000 Penalty: 5393.316406
	Iteration 30Q: 3 clusters Score -7565762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7565764.500000 Penalty: 5393.316406
	Iteration 31Q: 3 clusters Score -7565764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7565768.500000 Penalty: 5393.316406
	Iteration 32Q: 3 clusters Score -7565768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -7565760.000000 Penalty: 5393.316406
	Iteration 33Q: 3 clusters Score -7565760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7565767.000000 Penalty: 5393.316406
	Iteration 34Q: 3 clusters Score -7565767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7565765.500000 Penalty: 5393.316406
	Iteration 35Q: 3 clusters Score -7565766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7565765.500000 Penalty: 5393.316406
	Iteration 36F: 3 clusters Score -7565766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Entering Unmasked Estep 
Score: -114853496.000000 Penalty: 84295.460938
Splitting cluster 11 changes total score from -114754048.000000 to -114853496.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (11392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Entering Unmasked Estep 
Score: -1685102.250000 Penalty: 2316.485352
	Iteration 0F: 2 clusters Score -1685102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1676512.375000 Penalty: 4632.970703
	Iteration 0F: 3 clusters Score -1676512 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1679246.750000 Penalty: 4632.970703
	Iteration 1F: 3 clusters Score -1679247 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1679741.750000 Penalty: 4632.970703
	Iteration 2F: 3 clusters Score -1679742 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1680277.750000 Penalty: 4632.970703
	Iteration 3F: 3 clusters Score -1680278 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1680929.375000 Penalty: 4632.970703
	Iteration 4F: 3 clusters Score -1680929 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1681592.750000 Penalty: 4632.970703
	Iteration 5F: 3 clusters Score -1681593 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1682552.125000 Penalty: 4632.970703
	Iteration 6F: 3 clusters Score -1682552 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1683656.375000 Penalty: 4632.970703
	Iteration 7F: 3 clusters Score -1683656 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1684299.500000 Penalty: 4632.970703
	Iteration 8F: 3 clusters Score -1684300 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1684641.875000 Penalty: 4632.970703
	Iteration 9Q: 3 clusters Score -1684642 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1684863.500000 Penalty: 4632.970703
	Iteration 10Q: 3 clusters Score -1684864 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1685063.750000 Penalty: 4632.970703
	Iteration 11Q: 3 clusters Score -1685064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1685259.375000 Penalty: 4632.970703
	Iteration 12Q: 3 clusters Score -1685259 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1685444.000000 Penalty: 4632.970703
	Iteration 13Q: 3 clusters Score -1685444 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1685560.625000 Penalty: 4632.970703
	Iteration 14Q: 3 clusters Score -1685561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1685631.375000 Penalty: 4632.970703
	Iteration 15Q: 3 clusters Score -1685631 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1685651.000000 Penalty: 4632.970703
	Iteration 16Q: 3 clusters Score -1685651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1685660.750000 Penalty: 4632.970703
	Iteration 17Q: 3 clusters Score -1685661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1685669.875000 Penalty: 4632.970703
	Iteration 18Q: 3 clusters Score -1685670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1685679.875000 Penalty: 4632.970703
	Iteration 19Q: 3 clusters Score -1685680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1685686.375000 Penalty: 4632.970703
	Iteration 20F: 3 clusters Score -1685686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1685685.875000 Penalty: 4632.970703
	Iteration 21Q: 3 clusters Score -1685686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1685685.375000 Penalty: 4632.970703
	Iteration 22Q: 3 clusters Score -1685685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1685685.875000 Penalty: 4632.970703
	Iteration 23Q: 3 clusters Score -1685686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1685685.000000 Penalty: 4632.970703
	Iteration 24Q: 3 clusters Score -1685685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1685687.250000 Penalty: 4632.970703
	Iteration 25Q: 3 clusters Score -1685687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1685689.750000 Penalty: 4632.970703
	Iteration 26Q: 3 clusters Score -1685690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1685688.750000 Penalty: 4632.970703
	Iteration 27Q: 3 clusters Score -1685689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1685690.125000 Penalty: 4632.970703
	Iteration 28Q: 3 clusters Score -1685690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1685690.125000 Penalty: 4632.970703
	Iteration 29F: 3 clusters Score -1685690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Entering Unmasked Estep 
Score: -114853168.000000 Penalty: 87667.273438
Splitting cluster 12 changes total score from -114754048.000000 to -114853168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (39225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Entering Unmasked Estep 
Score: -5770492.000000 Penalty: 2623.113281
	Iteration 0F: 2 clusters Score -5770492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -5743974.500000 Penalty: 5246.226562
	Iteration 0F: 3 clusters Score -5743974 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -5753977.000000 Penalty: 5246.226562
	Iteration 1F: 3 clusters Score -5753977 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5755270.500000 Penalty: 5246.226562
	Iteration 2F: 3 clusters Score -5755270 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -5757383.000000 Penalty: 5246.226562
	Iteration 3F: 3 clusters Score -5757383 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -5760528.500000 Penalty: 5246.226562
	Iteration 4F: 3 clusters Score -5760528 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5764227.000000 Penalty: 5246.226562
	Iteration 5F: 3 clusters Score -5764227 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5767837.000000 Penalty: 5246.226562
	Iteration 6F: 3 clusters Score -5767837 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5771029.500000 Penalty: 5246.226562
	Iteration 7F: 3 clusters Score -5771030 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5774040.500000 Penalty: 5246.226562
	Iteration 8F: 3 clusters Score -5774040 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5776404.500000 Penalty: 5246.226562
	Iteration 9Q: 3 clusters Score -5776404 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5777857.500000 Penalty: 5246.226562
	Iteration 10Q: 3 clusters Score -5777858 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -5778574.000000 Penalty: 5246.226562
	Iteration 11Q: 3 clusters Score -5778574 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -5778932.000000 Penalty: 5246.226562
	Iteration 12Q: 3 clusters Score -5778932 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5779038.500000 Penalty: 5246.226562
	Iteration 13Q: 3 clusters Score -5779038 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -5779104.500000 Penalty: 5246.226562
	Iteration 14Q: 3 clusters Score -5779104 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5779169.000000 Penalty: 5246.226562
	Iteration 15Q: 3 clusters Score -5779169 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -5779206.000000 Penalty: 5246.226562
	Iteration 16Q: 3 clusters Score -5779206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5779195.500000 Penalty: 5246.226562
	Iteration 17Q: 3 clusters Score -5779196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5779214.500000 Penalty: 5246.226562
	Iteration 18Q: 3 clusters Score -5779214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -5779215.500000 Penalty: 5246.226562
	Iteration 19Q: 3 clusters Score -5779216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5779212.500000 Penalty: 5246.226562
	Iteration 20F: 3 clusters Score -5779212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -5779212.500000 Penalty: 5246.226562
	Iteration 21Q: 3 clusters Score -5779212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -5779216.500000 Penalty: 5246.226562
	Iteration 22Q: 3 clusters Score -5779216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -5779222.000000 Penalty: 5246.226562
	Iteration 23Q: 3 clusters Score -5779222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -5779231.000000 Penalty: 5246.226562
	Iteration 24Q: 3 clusters Score -5779231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -5779226.500000 Penalty: 5246.226562
	Iteration 25Q: 3 clusters Score -5779226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5779229.500000 Penalty: 5246.226562
	Iteration 26Q: 3 clusters Score -5779230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -5779240.500000 Penalty: 5246.226562
	Iteration 27Q: 3 clusters Score -5779240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -5779232.500000 Penalty: 5246.226562
	Iteration 28Q: 3 clusters Score -5779232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5779234.000000 Penalty: 5246.226562
	Iteration 29Q: 3 clusters Score -5779234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5779234.500000 Penalty: 5246.226562
	Iteration 30Q: 3 clusters Score -5779234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5779234.000000 Penalty: 5246.226562
	Iteration 31Q: 3 clusters Score -5779234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5779232.000000 Penalty: 5246.226562
	Iteration 32Q: 3 clusters Score -5779232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -5779234.000000 Penalty: 5246.226562
	Iteration 33Q: 3 clusters Score -5779234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -5779231.000000 Penalty: 5246.226562
	Iteration 34Q: 3 clusters Score -5779231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5779227.000000 Penalty: 5246.226562
	Iteration 35Q: 3 clusters Score -5779227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -5779225.500000 Penalty: 5246.226562
	Iteration 36Q: 3 clusters Score -5779226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5779230.000000 Penalty: 5246.226562
	Iteration 37Q: 3 clusters Score -5779230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5779220.500000 Penalty: 5246.226562
	Iteration 38Q: 3 clusters Score -5779220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -5779226.000000 Penalty: 5246.226562
	Iteration 39Q: 3 clusters Score -5779226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -5779224.000000 Penalty: 5246.226562
	Iteration 40F: 3 clusters Score -5779224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -5779222.500000 Penalty: 5246.226562
	Iteration 41Q: 3 clusters Score -5779222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5779222.500000 Penalty: 5246.226562
	Iteration 42Q: 3 clusters Score -5779222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5779218.500000 Penalty: 5246.226562
	Iteration 43Q: 3 clusters Score -5779218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5779218.500000 Penalty: 5246.226562
	Iteration 44F: 3 clusters Score -5779218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 15867 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Entering Unmasked Estep 
Score: -114861400.000000 Penalty: 91039.093750
Splitting cluster 13 changes total score from -114754048.000000 to -114861400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (15867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Entering Unmasked Estep 
Score: -2311500.250000 Penalty: 2398.655273
	Iteration 0F: 2 clusters Score -2311500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2300105.500000 Penalty: 4797.310547
	Iteration 0F: 3 clusters Score -2300106 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2304042.000000 Penalty: 4797.310547
	Iteration 1F: 3 clusters Score -2304042 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2304915.500000 Penalty: 4797.310547
	Iteration 2F: 3 clusters Score -2304916 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2305862.500000 Penalty: 4797.310547
	Iteration 3F: 3 clusters Score -2305862 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2307028.000000 Penalty: 4797.310547
	Iteration 4F: 3 clusters Score -2307028 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2308254.750000 Penalty: 4797.310547
	Iteration 5F: 3 clusters Score -2308255 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2309275.250000 Penalty: 4797.310547
	Iteration 6F: 3 clusters Score -2309275 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2309895.750000 Penalty: 4797.310547
	Iteration 7F: 3 clusters Score -2309896 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2310258.250000 Penalty: 4797.310547
	Iteration 8Q: 3 clusters Score -2310258 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -2310497.250000 Penalty: 4797.310547
	Iteration 9Q: 3 clusters Score -2310497 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2310659.000000 Penalty: 4797.310547
	Iteration 10Q: 3 clusters Score -2310659 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2310796.250000 Penalty: 4797.310547
	Iteration 11Q: 3 clusters Score -2310796 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2310921.500000 Penalty: 4797.310547
	Iteration 12Q: 3 clusters Score -2310922 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2311045.500000 Penalty: 4797.310547
	Iteration 13Q: 3 clusters Score -2311046 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2311206.000000 Penalty: 4797.310547
	Iteration 14Q: 3 clusters Score -2311206 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2311418.750000 Penalty: 4797.310547
	Iteration 15Q: 3 clusters Score -2311419 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2311733.750000 Penalty: 4797.310547
	Iteration 16Q: 3 clusters Score -2311734 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2312110.250000 Penalty: 4797.310547
	Iteration 17Q: 3 clusters Score -2312110 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2312414.250000 Penalty: 4797.310547
	Iteration 18Q: 3 clusters Score -2312414 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2312579.000000 Penalty: 4797.310547
	Iteration 19Q: 3 clusters Score -2312579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2312627.750000 Penalty: 4797.310547
	Iteration 20F: 3 clusters Score -2312628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2312642.500000 Penalty: 4797.310547
	Iteration 21Q: 3 clusters Score -2312642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2312654.500000 Penalty: 4797.310547
	Iteration 22Q: 3 clusters Score -2312654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2312663.500000 Penalty: 4797.310547
	Iteration 23Q: 3 clusters Score -2312664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2312668.750000 Penalty: 4797.310547
	Iteration 24Q: 3 clusters Score -2312669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2312670.500000 Penalty: 4797.310547
	Iteration 25Q: 3 clusters Score -2312670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2312665.750000 Penalty: 4797.310547
	Iteration 26Q: 3 clusters Score -2312666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2312673.250000 Penalty: 4797.310547
	Iteration 27Q: 3 clusters Score -2312673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2312677.000000 Penalty: 4797.310547
	Iteration 28Q: 3 clusters Score -2312677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2312678.750000 Penalty: 4797.310547
	Iteration 29Q: 3 clusters Score -2312679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2312682.750000 Penalty: 4797.310547
	Iteration 30Q: 3 clusters Score -2312683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2312680.500000 Penalty: 4797.310547
	Iteration 31Q: 3 clusters Score -2312680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2312681.000000 Penalty: 4797.310547
	Iteration 32Q: 3 clusters Score -2312681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2312681.500000 Penalty: 4797.310547
	Iteration 33Q: 3 clusters Score -2312682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2312680.250000 Penalty: 4797.310547
	Iteration 34Q: 3 clusters Score -2312680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2312683.750000 Penalty: 4797.310547
	Iteration 35Q: 3 clusters Score -2312684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2312681.500000 Penalty: 4797.310547
	Iteration 36Q: 3 clusters Score -2312682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2312683.250000 Penalty: 4797.310547
	Iteration 37Q: 3 clusters Score -2312683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2312687.750000 Penalty: 4797.310547
	Iteration 38Q: 3 clusters Score -2312688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2312685.250000 Penalty: 4797.310547
	Iteration 39Q: 3 clusters Score -2312685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2312685.500000 Penalty: 4797.310547
	Iteration 40F: 3 clusters Score -2312686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2312687.750000 Penalty: 4797.310547
	Iteration 41Q: 3 clusters Score -2312688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2312686.000000 Penalty: 4797.310547
	Iteration 42Q: 3 clusters Score -2312686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2312684.000000 Penalty: 4797.310547
	Iteration 43Q: 3 clusters Score -2312684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2312684.250000 Penalty: 4797.310547
	Iteration 44Q: 3 clusters Score -2312684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2312684.500000 Penalty: 4797.310547
	Iteration 45Q: 3 clusters Score -2312684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2312686.500000 Penalty: 4797.310547
	Iteration 46Q: 3 clusters Score -2312686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2312686.500000 Penalty: 4797.310547
	Iteration 47F: 3 clusters Score -2312686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2490 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Entering Unmasked Estep 
Score: -114862104.000000 Penalty: 94410.914062
Splitting cluster 14 changes total score from -114754048.000000 to -114862104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -354079.906250 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -354079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -351216.406250 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -351216.4 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -351956.031250 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -351956 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -352240.437500 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -352240.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -352835.906250 Penalty: 3878.738770
	Iteration 3F: 3 clusters Score -352835.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -353504.437500 Penalty: 3878.738770
	Iteration 4F: 3 clusters Score -353504.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -355153.937500 Penalty: 3878.738770
	Iteration 5F: 3 clusters Score -355153.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -357738.593750 Penalty: 3878.738770
	Iteration 6F: 3 clusters Score -357738.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -358227.781250 Penalty: 3878.738770
	Iteration 7F: 3 clusters Score -358227.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -358375.125000 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -358375.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -358421.031250 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -358421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -358445.625000 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -358445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -358448.437500 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -358448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -358448.437500 Penalty: 3878.738770
	Iteration 12F: 3 clusters Score -358448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 253 members 
Entering Unmasked Estep 
Score: -114864720.000000 Penalty: 97782.734375
Splitting cluster 15 changes total score from -114754048.000000 to -114864720.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (150467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150467 members 
Entering Unmasked Estep 
Score: -22273578.000000 Penalty: 2956.531738
	Iteration 0F: 2 clusters Score -2.227358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -22180156.000000 Penalty: 5913.063477
	Iteration 0F: 3 clusters Score -2.218016e+07 nChanged 72096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -22223588.000000 Penalty: 5913.063477
	Iteration 1F: 3 clusters Score -2.222359e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -22226480.000000 Penalty: 5913.063477
	Iteration 2Q: 3 clusters Score -2.222648e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -22231124.000000 Penalty: 5913.063477
	Iteration 3F: 3 clusters Score -2.223112e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -22237848.000000 Penalty: 5913.063477
	Iteration 4F: 3 clusters Score -2.223785e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -22244528.000000 Penalty: 5913.063477
	Iteration 5F: 3 clusters Score -2.224453e+07 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -22250578.000000 Penalty: 5913.063477
	Iteration 6F: 3 clusters Score -2.225058e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 89537 members 
Entering Unmasked Estep 
Score: -22254664.000000 Penalty: 5913.063477
	Iteration 7F: 3 clusters Score -2.225466e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -22258034.000000 Penalty: 5913.063477
	Iteration 8Q: 3 clusters Score -2.225803e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 94001 members 
Entering Unmasked Estep 
Score: -22260620.000000 Penalty: 5913.063477
	Iteration 9Q: 3 clusters Score -2.226062e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 96190 members 
Entering Unmasked Estep 
Score: -22262930.000000 Penalty: 5913.063477
	Iteration 10Q: 3 clusters Score -2.226293e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52246 members 
Mstep: Class 2 contains 98221 members 
Entering Unmasked Estep 
Score: -22265140.000000 Penalty: 5913.063477
	Iteration 11Q: 3 clusters Score -2.226514e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -22266888.000000 Penalty: 5913.063477
	Iteration 12Q: 3 clusters Score -2.226689e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 100933 members 
Entering Unmasked Estep 
Score: -22267784.000000 Penalty: 5913.063477
	Iteration 13Q: 3 clusters Score -2.226778e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -22268340.000000 Penalty: 5913.063477
	Iteration 14Q: 3 clusters Score -2.226834e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 102426 members 
Entering Unmasked Estep 
Score: -22268782.000000 Penalty: 5913.063477
	Iteration 15Q: 3 clusters Score -2.226878e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -22269032.000000 Penalty: 5913.063477
	Iteration 16Q: 3 clusters Score -2.226903e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -22269292.000000 Penalty: 5913.063477
	Iteration 17Q: 3 clusters Score -2.226929e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -22269408.000000 Penalty: 5913.063477
	Iteration 18Q: 3 clusters Score -2.226941e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -22269614.000000 Penalty: 5913.063477
	Iteration 19Q: 3 clusters Score -2.226961e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 103942 members 
Entering Unmasked Estep 
Score: -22269778.000000 Penalty: 5913.063477
	Iteration 20F: 3 clusters Score -2.226978e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 104189 members 
Entering Unmasked Estep 
Score: -22269872.000000 Penalty: 5913.063477
	Iteration 21Q: 3 clusters Score -2.226987e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -22269936.000000 Penalty: 5913.063477
	Iteration 22Q: 3 clusters Score -2.226994e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -22270058.000000 Penalty: 5913.063477
	Iteration 23Q: 3 clusters Score -2.227006e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 104877 members 
Entering Unmasked Estep 
Score: -22270188.000000 Penalty: 5913.063477
	Iteration 24Q: 3 clusters Score -2.227019e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -22270274.000000 Penalty: 5913.063477
	Iteration 25Q: 3 clusters Score -2.227027e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -22270378.000000 Penalty: 5913.063477
	Iteration 26Q: 3 clusters Score -2.227038e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -22270540.000000 Penalty: 5913.063477
	Iteration 27Q: 3 clusters Score -2.227054e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -22270738.000000 Penalty: 5913.063477
	Iteration 28Q: 3 clusters Score -2.227074e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 106008 members 
Entering Unmasked Estep 
Score: -22270942.000000 Penalty: 5913.063477
	Iteration 29Q: 3 clusters Score -2.227094e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 106454 members 
Entering Unmasked Estep 
Score: -22271304.000000 Penalty: 5913.063477
	Iteration 30Q: 3 clusters Score -2.22713e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -22271686.000000 Penalty: 5913.063477
	Iteration 31Q: 3 clusters Score -2.227169e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 107626 members 
Entering Unmasked Estep 
Score: -22272488.000000 Penalty: 5913.063477
	Iteration 32Q: 3 clusters Score -2.227249e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -22273684.000000 Penalty: 5913.063477
	Iteration 33Q: 3 clusters Score -2.227368e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 109547 members 
Entering Unmasked Estep 
Score: -22275310.000000 Penalty: 5913.063477
	Iteration 34Q: 3 clusters Score -2.227531e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -22277344.000000 Penalty: 5913.063477
	Iteration 35Q: 3 clusters Score -2.227734e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 111751 members 
Entering Unmasked Estep 
Score: -22279076.000000 Penalty: 5913.063477
	Iteration 36Q: 3 clusters Score -2.227908e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 112477 members 
Entering Unmasked Estep 
Score: -22280236.000000 Penalty: 5913.063477
	Iteration 37Q: 3 clusters Score -2.228024e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 113016 members 
Entering Unmasked Estep 
Score: -22280736.000000 Penalty: 5913.063477
	Iteration 38Q: 3 clusters Score -2.228074e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 113512 members 
Entering Unmasked Estep 
Score: -22281032.000000 Penalty: 5913.063477
	Iteration 39Q: 3 clusters Score -2.228103e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 113914 members 
Entering Unmasked Estep 
Score: -22281036.000000 Penalty: 5913.063477
	Iteration 40F: 3 clusters Score -2.228104e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -22281144.000000 Penalty: 5913.063477
	Iteration 41Q: 3 clusters Score -2.228114e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -22281194.000000 Penalty: 5913.063477
	Iteration 42Q: 3 clusters Score -2.228119e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 114806 members 
Entering Unmasked Estep 
Score: -22281220.000000 Penalty: 5913.063477
	Iteration 43Q: 3 clusters Score -2.228122e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 115035 members 
Entering Unmasked Estep 
Score: -22281192.000000 Penalty: 5913.063477
	Iteration 44Q: 3 clusters Score -2.228119e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -22281210.000000 Penalty: 5913.063477
	Iteration 45Q: 3 clusters Score -2.228121e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 115463 members 
Entering Unmasked Estep 
Score: -22281244.000000 Penalty: 5913.063477
	Iteration 46Q: 3 clusters Score -2.228124e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -22281234.000000 Penalty: 5913.063477
	Iteration 47Q: 3 clusters Score -2.228123e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 115805 members 
Entering Unmasked Estep 
Score: -22281216.000000 Penalty: 5913.063477
	Iteration 48Q: 3 clusters Score -2.228122e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -22281208.000000 Penalty: 5913.063477
	Iteration 49Q: 3 clusters Score -2.228121e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -22281210.000000 Penalty: 5913.063477
	Iteration 50Q: 3 clusters Score -2.228121e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -22281208.000000 Penalty: 5913.063477
	Iteration 51Q: 3 clusters Score -2.228121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -22281182.000000 Penalty: 5913.063477
	Iteration 52Q: 3 clusters Score -2.228118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 116431 members 
Entering Unmasked Estep 
Score: -22281200.000000 Penalty: 5913.063477
	Iteration 53Q: 3 clusters Score -2.22812e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 116561 members 
Entering Unmasked Estep 
Score: -22281248.000000 Penalty: 5913.063477
	Iteration 54Q: 3 clusters Score -2.228125e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -22281260.000000 Penalty: 5913.063477
	Iteration 55Q: 3 clusters Score -2.228126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 116745 members 
Entering Unmasked Estep 
Score: -22281202.000000 Penalty: 5913.063477
	Iteration 56Q: 3 clusters Score -2.22812e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 116811 members 
Entering Unmasked Estep 
Score: -22281222.000000 Penalty: 5913.063477
	Iteration 57Q: 3 clusters Score -2.228122e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -22281210.000000 Penalty: 5913.063477
	Iteration 58Q: 3 clusters Score -2.228121e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 116932 members 
Entering Unmasked Estep 
Score: -22281176.000000 Penalty: 5913.063477
	Iteration 59Q: 3 clusters Score -2.228118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 116995 members 
Entering Unmasked Estep 
Score: -22281186.000000 Penalty: 5913.063477
	Iteration 60F: 3 clusters Score -2.228119e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -22281194.000000 Penalty: 5913.063477
	Iteration 61Q: 3 clusters Score -2.228119e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -22281184.000000 Penalty: 5913.063477
	Iteration 62Q: 3 clusters Score -2.228118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -22281168.000000 Penalty: 5913.063477
	Iteration 63Q: 3 clusters Score -2.228117e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -22281180.000000 Penalty: 5913.063477
	Iteration 64Q: 3 clusters Score -2.228118e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 117239 members 
Entering Unmasked Estep 
Score: -22281174.000000 Penalty: 5913.063477
	Iteration 65Q: 3 clusters Score -2.228117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -22281192.000000 Penalty: 5913.063477
	Iteration 66Q: 3 clusters Score -2.228119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 117301 members 
Entering Unmasked Estep 
Score: -22281180.000000 Penalty: 5913.063477
	Iteration 67Q: 3 clusters Score -2.228118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 117320 members 
Entering Unmasked Estep 
Score: -22281182.000000 Penalty: 5913.063477
	Iteration 68Q: 3 clusters Score -2.228118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -22281192.000000 Penalty: 5913.063477
	Iteration 69Q: 3 clusters Score -2.228119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 117349 members 
Entering Unmasked Estep 
Score: -22281188.000000 Penalty: 5913.063477
	Iteration 70Q: 3 clusters Score -2.228119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 117357 members 
Entering Unmasked Estep 
Score: -22281178.000000 Penalty: 5913.063477
	Iteration 71Q: 3 clusters Score -2.228118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 117368 members 
Entering Unmasked Estep 
Score: -22281176.000000 Penalty: 5913.063477
	Iteration 72Q: 3 clusters Score -2.228118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -22281174.000000 Penalty: 5913.063477
	Iteration 73Q: 3 clusters Score -2.228117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 117379 members 
Entering Unmasked Estep 
Score: -22281182.000000 Penalty: 5913.063477
	Iteration 74Q: 3 clusters Score -2.228118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 117383 members 
Entering Unmasked Estep 
Score: -22281176.000000 Penalty: 5913.063477
	Iteration 75Q: 3 clusters Score -2.228118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -22281182.000000 Penalty: 5913.063477
	Iteration 76Q: 3 clusters Score -2.228118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 117393 members 
Entering Unmasked Estep 
Score: -22281166.000000 Penalty: 5913.063477
	Iteration 77Q: 3 clusters Score -2.228117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 117397 members 
Entering Unmasked Estep 
Score: -22281156.000000 Penalty: 5913.063477
	Iteration 78Q: 3 clusters Score -2.228116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -22281150.000000 Penalty: 5913.063477
	Iteration 79Q: 3 clusters Score -2.228115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 117402 members 
Entering Unmasked Estep 
Score: -22281162.000000 Penalty: 5913.063477
	Iteration 80F: 3 clusters Score -2.228116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 117402 members 
Entering Unmasked Estep 
Score: -114872032.000000 Penalty: 101154.546875
Splitting cluster 16 changes total score from -114754048.000000 to -114872032.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (42292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Entering Unmasked Estep 
Score: -6181547.000000 Penalty: 2641.783691
	Iteration 0F: 2 clusters Score -6181547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -6152844.500000 Penalty: 5283.567383
	Iteration 0F: 3 clusters Score -6152844 nChanged 19403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -6163902.000000 Penalty: 5283.567383
	Iteration 1F: 3 clusters Score -6163902 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6165095.500000 Penalty: 5283.567383
	Iteration 2F: 3 clusters Score -6165096 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -6166774.000000 Penalty: 5283.567383
	Iteration 3F: 3 clusters Score -6166774 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6168932.000000 Penalty: 5283.567383
	Iteration 4F: 3 clusters Score -6168932 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -6171943.500000 Penalty: 5283.567383
	Iteration 5F: 3 clusters Score -6171944 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -6175778.000000 Penalty: 5283.567383
	Iteration 6F: 3 clusters Score -6175778 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -6179501.500000 Penalty: 5283.567383
	Iteration 7F: 3 clusters Score -6179502 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6182209.000000 Penalty: 5283.567383
	Iteration 8F: 3 clusters Score -6182209 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -6184089.500000 Penalty: 5283.567383
	Iteration 9Q: 3 clusters Score -6184090 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -6185667.000000 Penalty: 5283.567383
	Iteration 10Q: 3 clusters Score -6185667 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -6186940.500000 Penalty: 5283.567383
	Iteration 11Q: 3 clusters Score -6186940 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -6187908.500000 Penalty: 5283.567383
	Iteration 12Q: 3 clusters Score -6187908 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -6188631.000000 Penalty: 5283.567383
	Iteration 13Q: 3 clusters Score -6188631 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6189231.500000 Penalty: 5283.567383
	Iteration 14Q: 3 clusters Score -6189232 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -6189769.500000 Penalty: 5283.567383
	Iteration 15Q: 3 clusters Score -6189770 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -6190347.000000 Penalty: 5283.567383
	Iteration 16Q: 3 clusters Score -6190347 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -6191716.000000 Penalty: 5283.567383
	Iteration 17Q: 3 clusters Score -6191716 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6195400.500000 Penalty: 5283.567383
	Iteration 18Q: 3 clusters Score -6195400 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -6198697.500000 Penalty: 5283.567383
	Iteration 19Q: 3 clusters Score -6198698 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -6199047.500000 Penalty: 5283.567383
	Iteration 20F: 3 clusters Score -6199048 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -6199126.500000 Penalty: 5283.567383
	Iteration 21Q: 3 clusters Score -6199126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -6199138.500000 Penalty: 5283.567383
	Iteration 22Q: 3 clusters Score -6199138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -6199137.500000 Penalty: 5283.567383
	Iteration 23Q: 3 clusters Score -6199138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6199147.500000 Penalty: 5283.567383
	Iteration 24Q: 3 clusters Score -6199148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -6199154.000000 Penalty: 5283.567383
	Iteration 25Q: 3 clusters Score -6199154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -6199149.000000 Penalty: 5283.567383
	Iteration 26Q: 3 clusters Score -6199149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -6199147.500000 Penalty: 5283.567383
	Iteration 27Q: 3 clusters Score -6199148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -6199147.500000 Penalty: 5283.567383
	Iteration 28F: 3 clusters Score -6199148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 117402 members 
Mstep: Class 31 contains 23290 members 
Entering Unmasked Estep 
Score: -114889408.000000 Penalty: 104526.367188
Splitting cluster 17 changes total score from -114754048.000000 to -114889408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -651051.000000 Penalty: 2110.071777
	Iteration 0F: 2 clusters Score -651051 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 2480 members 
Entering Unmasked Estep 
Score: -646995.312500 Penalty: 4220.143555
	Iteration 0F: 3 clusters Score -646995.3 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -652698.500000 Penalty: 4220.143555
	Iteration 1F: 3 clusters Score -652698.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -656555.250000 Penalty: 4220.143555
	Iteration 2F: 3 clusters Score -656555.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -657576.000000 Penalty: 4220.143555
	Iteration 3F: 3 clusters Score -657576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -657893.000000 Penalty: 4220.143555
	Iteration 4Q: 3 clusters Score -657893 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -657963.375000 Penalty: 4220.143555
	Iteration 5Q: 3 clusters Score -657963.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -657991.125000 Penalty: 4220.143555
	Iteration 6Q: 3 clusters Score -657991.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -658009.625000 Penalty: 4220.143555
	Iteration 7Q: 3 clusters Score -658009.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -658015.500000 Penalty: 4220.143555
	Iteration 8Q: 3 clusters Score -658015.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -658016.687500 Penalty: 4220.143555
	Iteration 9Q: 3 clusters Score -658016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -658015.625000 Penalty: 4220.143555
	Iteration 10Q: 3 clusters Score -658015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -658018.187500 Penalty: 4220.143555
	Iteration 11Q: 3 clusters Score -658018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -658016.562500 Penalty: 4220.143555
	Iteration 12Q: 3 clusters Score -658016.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -658018.375000 Penalty: 4220.143555
	Iteration 13Q: 3 clusters Score -658018.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -658019.187500 Penalty: 4220.143555
	Iteration 14Q: 3 clusters Score -658019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -658019.187500 Penalty: 4220.143555
	Iteration 15F: 3 clusters Score -658019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 35040 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 117402 members 
Mstep: Class 31 contains 23290 members 
Mstep: Class 32 contains 3753 members 
Entering Unmasked Estep 
Score: -114894736.000000 Penalty: 107898.187500
Splitting cluster 18 changes total score from -114754048.000000 to -114894736.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (35040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Entering Unmasked Estep 
Score: -4769927.500000 Penalty: 2595.133057
	Iteration 0F: 2 clusters Score -4769928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4746129.000000 Penalty: 5190.266113
	Iteration 0F: 3 clusters Score -4746129 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4756823.500000 Penalty: 5190.266113
	Iteration 1F: 3 clusters Score -4756824 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4759533.000000 Penalty: 5190.266113
	Iteration 2F: 3 clusters Score -4759533 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4762320.500000 Penalty: 5190.266113
	Iteration 3F: 3 clusters Score -4762320 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4764703.500000 Penalty: 5190.266113
	Iteration 4F: 3 clusters Score -4764704 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4766335.500000 Penalty: 5190.266113
	Iteration 5F: 3 clusters Score -4766336 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4767345.500000 Penalty: 5190.266113
	Iteration 6F: 3 clusters Score -4767346 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4768124.000000 Penalty: 5190.266113
	Iteration 7Q: 3 clusters Score -4768124 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4768712.000000 Penalty: 5190.266113
	Iteration 8Q: 3 clusters Score -4768712 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -4769236.000000 Penalty: 5190.266113
	Iteration 9Q: 3 clusters Score -4769236 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4769658.500000 Penalty: 5190.266113
	Iteration 10Q: 3 clusters Score -4769658 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -4770006.500000 Penalty: 5190.266113
	Iteration 11Q: 3 clusters Score -4770006 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -4770338.500000 Penalty: 5190.266113
	Iteration 12Q: 3 clusters Score -4770338 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4770630.500000 Penalty: 5190.266113
	Iteration 13Q: 3 clusters Score -4770630 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -4770936.000000 Penalty: 5190.266113
	Iteration 14Q: 3 clusters Score -4770936 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4771154.500000 Penalty: 5190.266113
	Iteration 15Q: 3 clusters Score -4771154 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4771353.500000 Penalty: 5190.266113
	Iteration 16Q: 3 clusters Score -4771354 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4771467.000000 Penalty: 5190.266113
	Iteration 17Q: 3 clusters Score -4771467 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -4771549.500000 Penalty: 5190.266113
	Iteration 18Q: 3 clusters Score -4771550 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -4771650.500000 Penalty: 5190.266113
	Iteration 19Q: 3 clusters Score -4771650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4771751.500000 Penalty: 5190.266113
	Iteration 20F: 3 clusters Score -4771752 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4771810.500000 Penalty: 5190.266113
	Iteration 21Q: 3 clusters Score -4771810 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -4771852.500000 Penalty: 5190.266113
	Iteration 22Q: 3 clusters Score -4771852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4771894.500000 Penalty: 5190.266113
	Iteration 23Q: 3 clusters Score -4771894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4771913.500000 Penalty: 5190.266113
	Iteration 24Q: 3 clusters Score -4771914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -4771946.500000 Penalty: 5190.266113
	Iteration 25Q: 3 clusters Score -4771946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4771976.000000 Penalty: 5190.266113
	Iteration 26Q: 3 clusters Score -4771976 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4772033.500000 Penalty: 5190.266113
	Iteration 27Q: 3 clusters Score -4772034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4772085.500000 Penalty: 5190.266113
	Iteration 28Q: 3 clusters Score -4772086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4772146.000000 Penalty: 5190.266113
	Iteration 29Q: 3 clusters Score -4772146 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4772222.000000 Penalty: 5190.266113
	Iteration 30Q: 3 clusters Score -4772222 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4772267.500000 Penalty: 5190.266113
	Iteration 31Q: 3 clusters Score -4772268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4772328.500000 Penalty: 5190.266113
	Iteration 32Q: 3 clusters Score -4772328 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4772379.500000 Penalty: 5190.266113
	Iteration 33Q: 3 clusters Score -4772380 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -4772430.000000 Penalty: 5190.266113
	Iteration 34Q: 3 clusters Score -4772430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4772450.000000 Penalty: 5190.266113
	Iteration 35Q: 3 clusters Score -4772450 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4772470.500000 Penalty: 5190.266113
	Iteration 36Q: 3 clusters Score -4772470 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4772473.000000 Penalty: 5190.266113
	Iteration 37Q: 3 clusters Score -4772473 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4772503.500000 Penalty: 5190.266113
	Iteration 38Q: 3 clusters Score -4772504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4772513.500000 Penalty: 5190.266113
	Iteration 39Q: 3 clusters Score -4772514 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4772524.000000 Penalty: 5190.266113
	Iteration 40F: 3 clusters Score -4772524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4772554.000000 Penalty: 5190.266113
	Iteration 41Q: 3 clusters Score -4772554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4772562.000000 Penalty: 5190.266113
	Iteration 42Q: 3 clusters Score -4772562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4772577.000000 Penalty: 5190.266113
	Iteration 43Q: 3 clusters Score -4772577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -4772592.500000 Penalty: 5190.266113
	Iteration 44Q: 3 clusters Score -4772592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4772596.000000 Penalty: 5190.266113
	Iteration 45Q: 3 clusters Score -4772596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4772587.000000 Penalty: 5190.266113
	Iteration 46Q: 3 clusters Score -4772587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4772588.000000 Penalty: 5190.266113
	Iteration 47Q: 3 clusters Score -4772588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -4772609.500000 Penalty: 5190.266113
	Iteration 48Q: 3 clusters Score -4772610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4772606.000000 Penalty: 5190.266113
	Iteration 49Q: 3 clusters Score -4772606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -4772605.000000 Penalty: 5190.266113
	Iteration 50Q: 3 clusters Score -4772605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4772624.500000 Penalty: 5190.266113
	Iteration 51Q: 3 clusters Score -4772624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4772634.000000 Penalty: 5190.266113
	Iteration 52Q: 3 clusters Score -4772634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4772645.500000 Penalty: 5190.266113
	Iteration 53Q: 3 clusters Score -4772646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4772662.500000 Penalty: 5190.266113
	Iteration 54Q: 3 clusters Score -4772662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4772665.500000 Penalty: 5190.266113
	Iteration 55Q: 3 clusters Score -4772666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4772683.000000 Penalty: 5190.266113
	Iteration 56Q: 3 clusters Score -4772683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4772706.500000 Penalty: 5190.266113
	Iteration 57Q: 3 clusters Score -4772706 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4772732.500000 Penalty: 5190.266113
	Iteration 58Q: 3 clusters Score -4772732 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4772730.000000 Penalty: 5190.266113
	Iteration 59Q: 3 clusters Score -4772730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -4772753.000000 Penalty: 5190.266113
	Iteration 60F: 3 clusters Score -4772753 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4772789.000000 Penalty: 5190.266113
	Iteration 61Q: 3 clusters Score -4772789 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -4772827.500000 Penalty: 5190.266113
	Iteration 62Q: 3 clusters Score -4772828 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4772835.000000 Penalty: 5190.266113
	Iteration 63Q: 3 clusters Score -4772835 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4772857.000000 Penalty: 5190.266113
	Iteration 64Q: 3 clusters Score -4772857 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4772871.500000 Penalty: 5190.266113
	Iteration 65Q: 3 clusters Score -4772872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4772895.000000 Penalty: 5190.266113
	Iteration 66Q: 3 clusters Score -4772895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -4772905.500000 Penalty: 5190.266113
	Iteration 67Q: 3 clusters Score -4772906 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4772920.500000 Penalty: 5190.266113
	Iteration 68Q: 3 clusters Score -4772920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4772919.500000 Penalty: 5190.266113
	Iteration 69Q: 3 clusters Score -4772920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4772923.500000 Penalty: 5190.266113
	Iteration 70Q: 3 clusters Score -4772924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4772927.000000 Penalty: 5190.266113
	Iteration 71Q: 3 clusters Score -4772927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4772936.000000 Penalty: 5190.266113
	Iteration 72Q: 3 clusters Score -4772936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -4772948.500000 Penalty: 5190.266113
	Iteration 73Q: 3 clusters Score -4772948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4772936.500000 Penalty: 5190.266113
	Iteration 74Q: 3 clusters Score -4772936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4772949.000000 Penalty: 5190.266113
	Iteration 75Q: 3 clusters Score -4772949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4772946.500000 Penalty: 5190.266113
	Iteration 76Q: 3 clusters Score -4772946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4772939.000000 Penalty: 5190.266113
	Iteration 77Q: 3 clusters Score -4772939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4772939.000000 Penalty: 5190.266113
	Iteration 78Q: 3 clusters Score -4772939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4772952.000000 Penalty: 5190.266113
	Iteration 79Q: 3 clusters Score -4772952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -4772953.000000 Penalty: 5190.266113
	Iteration 80F: 3 clusters Score -4772953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4772950.000000 Penalty: 5190.266113
	Iteration 81Q: 3 clusters Score -4772950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4772950.000000 Penalty: 5190.266113
	Iteration 82Q: 3 clusters Score -4772950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4772944.500000 Penalty: 5190.266113
	Iteration 83Q: 3 clusters Score -4772944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4772948.000000 Penalty: 5190.266113
	Iteration 84Q: 3 clusters Score -4772948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4772947.000000 Penalty: 5190.266113
	Iteration 85Q: 3 clusters Score -4772947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4772949.500000 Penalty: 5190.266113
	Iteration 86Q: 3 clusters Score -4772950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -4772941.500000 Penalty: 5190.266113
	Iteration 87Q: 3 clusters Score -4772942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4772934.500000 Penalty: 5190.266113
	Iteration 88Q: 3 clusters Score -4772934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4772943.000000 Penalty: 5190.266113
	Iteration 89Q: 3 clusters Score -4772943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4772951.000000 Penalty: 5190.266113
	Iteration 90Q: 3 clusters Score -4772951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4772944.500000 Penalty: 5190.266113
	Iteration 91Q: 3 clusters Score -4772944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4772942.000000 Penalty: 5190.266113
	Iteration 92Q: 3 clusters Score -4772942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4772946.000000 Penalty: 5190.266113
	Iteration 93Q: 3 clusters Score -4772946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4772944.000000 Penalty: 5190.266113
	Iteration 94Q: 3 clusters Score -4772944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4772957.500000 Penalty: 5190.266113
	Iteration 95Q: 3 clusters Score -4772958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -4772948.500000 Penalty: 5190.266113
	Iteration 96Q: 3 clusters Score -4772948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4772955.500000 Penalty: 5190.266113
	Iteration 97Q: 3 clusters Score -4772956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4772953.500000 Penalty: 5190.266113
	Iteration 98Q: 3 clusters Score -4772954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -4772955.500000 Penalty: 5190.266113
	Iteration 99Q: 3 clusters Score -4772956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4772961.000000 Penalty: 5190.266113
	Iteration 100F: 3 clusters Score -4772961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4772959.500000 Penalty: 5190.266113
	Iteration 101Q: 3 clusters Score -4772960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -4772963.000000 Penalty: 5190.266113
	Iteration 102Q: 3 clusters Score -4772963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -4772954.000000 Penalty: 5190.266113
	Iteration 103Q: 3 clusters Score -4772954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4772951.000000 Penalty: 5190.266113
	Iteration 104Q: 3 clusters Score -4772951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4772952.000000 Penalty: 5190.266113
	Iteration 105Q: 3 clusters Score -4772952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4772952.000000 Penalty: 5190.266113
	Iteration 106Q: 3 clusters Score -4772952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4772950.500000 Penalty: 5190.266113
	Iteration 107Q: 3 clusters Score -4772950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4772948.500000 Penalty: 5190.266113
	Iteration 108Q: 3 clusters Score -4772948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4772952.000000 Penalty: 5190.266113
	Iteration 109Q: 3 clusters Score -4772952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4772955.000000 Penalty: 5190.266113
	Iteration 110Q: 3 clusters Score -4772955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4772951.000000 Penalty: 5190.266113
	Iteration 111Q: 3 clusters Score -4772951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4772956.000000 Penalty: 5190.266113
	Iteration 112Q: 3 clusters Score -4772956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4772967.500000 Penalty: 5190.266113
	Iteration 113Q: 3 clusters Score -4772968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4772962.500000 Penalty: 5190.266113
	Iteration 114Q: 3 clusters Score -4772962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4772965.500000 Penalty: 5190.266113
	Iteration 115Q: 3 clusters Score -4772966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4772971.000000 Penalty: 5190.266113
	Iteration 116Q: 3 clusters Score -4772971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4772967.000000 Penalty: 5190.266113
	Iteration 117Q: 3 clusters Score -4772967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4772964.000000 Penalty: 5190.266113
	Iteration 118Q: 3 clusters Score -4772964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -4772960.500000 Penalty: 5190.266113
	Iteration 119Q: 3 clusters Score -4772960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4772964.000000 Penalty: 5190.266113
	Iteration 120F: 3 clusters Score -4772964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4772967.000000 Penalty: 5190.266113
	Iteration 121Q: 3 clusters Score -4772967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4772968.000000 Penalty: 5190.266113
	Iteration 122Q: 3 clusters Score -4772968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4772963.000000 Penalty: 5190.266113
	Iteration 123Q: 3 clusters Score -4772963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -4772963.000000 Penalty: 5190.266113
	Iteration 124Q: 3 clusters Score -4772963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4772959.500000 Penalty: 5190.266113
	Iteration 125Q: 3 clusters Score -4772960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4772967.500000 Penalty: 5190.266113
	Iteration 126Q: 3 clusters Score -4772968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -4772972.500000 Penalty: 5190.266113
	Iteration 127Q: 3 clusters Score -4772972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4772973.500000 Penalty: 5190.266113
	Iteration 128Q: 3 clusters Score -4772974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4772980.000000 Penalty: 5190.266113
	Iteration 129Q: 3 clusters Score -4772980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4772980.500000 Penalty: 5190.266113
	Iteration 130Q: 3 clusters Score -4772980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4772990.000000 Penalty: 5190.266113
	Iteration 131Q: 3 clusters Score -4772990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -4772982.000000 Penalty: 5190.266113
	Iteration 132Q: 3 clusters Score -4772982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -4772992.500000 Penalty: 5190.266113
	Iteration 133Q: 3 clusters Score -4772992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4773005.500000 Penalty: 5190.266113
	Iteration 134Q: 3 clusters Score -4773006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -4772997.000000 Penalty: 5190.266113
	Iteration 135Q: 3 clusters Score -4772997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4772989.500000 Penalty: 5190.266113
	Iteration 136Q: 3 clusters Score -4772990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4772991.500000 Penalty: 5190.266113
	Iteration 137Q: 3 clusters Score -4772992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4772983.500000 Penalty: 5190.266113
	Iteration 138Q: 3 clusters Score -4772984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -4772985.000000 Penalty: 5190.266113
	Iteration 139Q: 3 clusters Score -4772985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4772984.500000 Penalty: 5190.266113
	Iteration 140F: 3 clusters Score -4772984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4772978.500000 Penalty: 5190.266113
	Iteration 141Q: 3 clusters Score -4772978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4772980.500000 Penalty: 5190.266113
	Iteration 142Q: 3 clusters Score -4772980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4772984.000000 Penalty: 5190.266113
	Iteration 143Q: 3 clusters Score -4772984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -4772984.000000 Penalty: 5190.266113
	Iteration 144F: 3 clusters Score -4772984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 9480 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 20783 members 
Mstep: Class 20 contains 2646 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 37326 members 
Mstep: Class 23 contains 3907 members 
Mstep: Class 24 contains 68290 members 
Mstep: Class 25 contains 38718 members 
Mstep: Class 26 contains 3080 members 
Mstep: Class 27 contains 17121 members 
Mstep: Class 28 contains 3136 members 
Mstep: Class 29 contains 253 members 
Mstep: Class 30 contains 117402 members 
Mstep: Class 31 contains 23290 members 
Mstep: Class 32 contains 3753 members 
Mstep: Class 33 contains 14257 members 
Entering Unmasked Estep 
Score: -114897840.000000 Penalty: 111270.007812
Splitting cluster 19 changes total score from -114754048.000000 to -114897840.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3172 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 5 contains 13310 members 
Mstep: Class 6 contains 48194 members 
Mstep: Class 7 contains 5748 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 155577 members 
Mstep: Class 10 contains 6178 members 
Mstep: Class 11 contains 14048 members 
Mstep: Class 12 contains 8312 members 
Mstep: Class 13 contains 22104 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 33065 members 
Mstep: Class 17 contains 19002 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 20783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114926928.000000 Penalty: 111270.007812
Iteration 39Q: 34 clusters Score -1.149269e+08 nChanged 36601
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 3824 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 9298 members 
Mstep: Class 5 contains 13409 members 
Mstep: Class 6 contains 49813 members 
Mstep: Class 7 contains 6941 members 
Mstep: Class 8 contains 7078 members 
Mstep: Class 9 contains 160214 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 13697 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 22000 members 
Mstep: Class 14 contains 12898 members 
Mstep: Class 15 contains 3027 members 
Mstep: Class 16 contains 35700 members 
Mstep: Class 17 contains 20583 members 
Mstep: Class 18 contains 1210 members 
Mstep: Class 19 contains 20982 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 45217 members 
Mstep: Class 22 contains 35678 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 67744 members 
Mstep: Class 25 contains 36813 members 
Mstep: Class 26 contains 3141 members 
Mstep: Class 27 contains 16631 members 
Mstep: Class 28 contains 3092 members 
Mstep: Class 29 contains 254 members 
Mstep: Class 30 contains 113854 members 
Mstep: Class 31 contains 22517 members 
Mstep: Class 32 contains 3719 members 
Mstep: Class 33 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114951528.000000 Penalty: 111270.007812
Iteration 40F: 34 clusters Score -1.149515e+08 nChanged 31176
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 4303 members 
Mstep: Class 3 contains 1019 members 
Mstep: Class 4 contains 9353 members 
Mstep: Class 5 contains 12990 members 
Mstep: Class 6 contains 50386 members 
Mstep: Class 7 contains 7365 members 
Mstep: Class 8 contains 7301 members 
Mstep: Class 9 contains 152159 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 13505 members 
Mstep: Class 12 contains 8476 members 
Mstep: Class 13 contains 21629 members 
Mstep: Class 14 contains 12851 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 36453 members 
Mstep: Class 17 contains 21267 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 20812 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 49475 members 
Mstep: Class 22 contains 35958 members 
Mstep: Class 23 contains 4023 members 
Mstep: Class 24 contains 69261 members 
Mstep: Class 25 contains 36291 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 16602 members 
Mstep: Class 28 contains 3414 members 
Mstep: Class 29 contains 276 members 
Mstep: Class 30 contains 113296 members 
Mstep: Class 31 contains 22853 members 
Mstep: Class 32 contains 4105 members 
Mstep: Class 33 contains 14587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114963056.000000 Penalty: 111270.007812
Iteration 41Q: 34 clusters Score -1.149631e+08 nChanged 17293
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 12828 members 
Mstep: Class 6 contains 50844 members 
Mstep: Class 7 contains 7711 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 146935 members 
Mstep: Class 10 contains 6012 members 
Mstep: Class 11 contains 13404 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 21381 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 3927 members 
Mstep: Class 16 contains 36959 members 
Mstep: Class 17 contains 21734 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 20749 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 52469 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 4130 members 
Mstep: Class 24 contains 70282 members 
Mstep: Class 25 contains 35763 members 
Mstep: Class 26 contains 3630 members 
Mstep: Class 27 contains 16599 members 
Mstep: Class 28 contains 3680 members 
Mstep: Class 29 contains 306 members 
Mstep: Class 30 contains 112769 members 
Mstep: Class 31 contains 23074 members 
Mstep: Class 32 contains 4344 members 
Mstep: Class 33 contains 14803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114968112.000000 Penalty: 111270.007812
Iteration 42Q: 34 clusters Score -1.149681e+08 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 972 members 
Mstep: Class 4 contains 9425 members 
Mstep: Class 5 contains 12743 members 
Mstep: Class 6 contains 51194 members 
Mstep: Class 7 contains 8009 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 142905 members 
Mstep: Class 10 contains 6039 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 21234 members 
Mstep: Class 14 contains 12719 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 16 contains 37457 members 
Mstep: Class 17 contains 22006 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 20656 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 54811 members 
Mstep: Class 22 contains 35899 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 71141 members 
Mstep: Class 25 contains 35330 members 
Mstep: Class 26 contains 3768 members 
Mstep: Class 27 contains 16608 members 
Mstep: Class 28 contains 3945 members 
Mstep: Class 29 contains 328 members 
Mstep: Class 30 contains 112438 members 
Mstep: Class 31 contains 23236 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 14845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114971040.000000 Penalty: 111270.007812
Iteration 43Q: 34 clusters Score -1.14971e+08 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 967 members 
Mstep: Class 4 contains 9446 members 
Mstep: Class 5 contains 12681 members 
Mstep: Class 6 contains 51499 members 
Mstep: Class 7 contains 8270 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 139469 members 
Mstep: Class 10 contains 6080 members 
Mstep: Class 11 contains 13328 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 21121 members 
Mstep: Class 14 contains 12631 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 37887 members 
Mstep: Class 17 contains 22206 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 20577 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 56813 members 
Mstep: Class 22 contains 35694 members 
Mstep: Class 23 contains 4294 members 
Mstep: Class 24 contains 71924 members 
Mstep: Class 25 contains 34935 members 
Mstep: Class 26 contains 3903 members 
Mstep: Class 27 contains 16642 members 
Mstep: Class 28 contains 4197 members 
Mstep: Class 29 contains 364 members 
Mstep: Class 30 contains 112212 members 
Mstep: Class 31 contains 23338 members 
Mstep: Class 32 contains 4581 members 
Mstep: Class 33 contains 14781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114974304.000000 Penalty: 111270.007812
Iteration 44Q: 34 clusters Score -1.149743e+08 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 964 members 
Mstep: Class 4 contains 9490 members 
Mstep: Class 5 contains 12645 members 
Mstep: Class 6 contains 51775 members 
Mstep: Class 7 contains 8515 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 136595 members 
Mstep: Class 10 contains 6145 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 21023 members 
Mstep: Class 14 contains 12531 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 16 contains 38204 members 
Mstep: Class 17 contains 22337 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 20452 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 58546 members 
Mstep: Class 22 contains 35470 members 
Mstep: Class 23 contains 4356 members 
Mstep: Class 24 contains 72489 members 
Mstep: Class 25 contains 34607 members 
Mstep: Class 26 contains 4013 members 
Mstep: Class 27 contains 16668 members 
Mstep: Class 28 contains 4446 members 
Mstep: Class 29 contains 402 members 
Mstep: Class 30 contains 112074 members 
Mstep: Class 31 contains 23394 members 
Mstep: Class 32 contains 4630 members 
Mstep: Class 33 contains 14669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114976552.000000 Penalty: 111270.007812
Iteration 45Q: 34 clusters Score -1.149766e+08 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 958 members 
Mstep: Class 4 contains 9509 members 
Mstep: Class 5 contains 12616 members 
Mstep: Class 6 contains 51993 members 
Mstep: Class 7 contains 8698 members 
Mstep: Class 8 contains 7659 members 
Mstep: Class 9 contains 134055 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 13304 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 20944 members 
Mstep: Class 14 contains 12430 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 38478 members 
Mstep: Class 17 contains 22423 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 20366 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 60048 members 
Mstep: Class 22 contains 35271 members 
Mstep: Class 23 contains 4419 members 
Mstep: Class 24 contains 72978 members 
Mstep: Class 25 contains 34324 members 
Mstep: Class 26 contains 4082 members 
Mstep: Class 27 contains 16677 members 
Mstep: Class 28 contains 4709 members 
Mstep: Class 29 contains 448 members 
Mstep: Class 30 contains 111960 members 
Mstep: Class 31 contains 23465 members 
Mstep: Class 32 contains 4643 members 
Mstep: Class 33 contains 14562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114978568.000000 Penalty: 111270.007812
Iteration 46Q: 34 clusters Score -1.149786e+08 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 5500 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 9553 members 
Mstep: Class 5 contains 12612 members 
Mstep: Class 6 contains 52185 members 
Mstep: Class 7 contains 8836 members 
Mstep: Class 8 contains 7655 members 
Mstep: Class 9 contains 131707 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 13303 members 
Mstep: Class 12 contains 8414 members 
Mstep: Class 13 contains 20874 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 15 contains 6066 members 
Mstep: Class 16 contains 38711 members 
Mstep: Class 17 contains 22468 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 20302 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 61436 members 
Mstep: Class 22 contains 35104 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 73400 members 
Mstep: Class 25 contains 34067 members 
Mstep: Class 26 contains 4141 members 
Mstep: Class 27 contains 16691 members 
Mstep: Class 28 contains 4954 members 
Mstep: Class 29 contains 492 members 
Mstep: Class 30 contains 111889 members 
Mstep: Class 31 contains 23539 members 
Mstep: Class 32 contains 4641 members 
Mstep: Class 33 contains 14433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114980104.000000 Penalty: 111270.007812
Iteration 47Q: 34 clusters Score -1.149801e+08 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 5604 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 9545 members 
Mstep: Class 5 contains 12603 members 
Mstep: Class 6 contains 52355 members 
Mstep: Class 7 contains 8960 members 
Mstep: Class 8 contains 7644 members 
Mstep: Class 9 contains 129599 members 
Mstep: Class 10 contains 6385 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 8419 members 
Mstep: Class 13 contains 20831 members 
Mstep: Class 14 contains 12284 members 
Mstep: Class 15 contains 6528 members 
Mstep: Class 16 contains 38947 members 
Mstep: Class 17 contains 22492 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 20258 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 62691 members 
Mstep: Class 22 contains 34968 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 73793 members 
Mstep: Class 25 contains 33830 members 
Mstep: Class 26 contains 4185 members 
Mstep: Class 27 contains 16700 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 526 members 
Mstep: Class 30 contains 111831 members 
Mstep: Class 31 contains 23592 members 
Mstep: Class 32 contains 4636 members 
Mstep: Class 33 contains 14286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114981808.000000 Penalty: 111270.007812
Iteration 48Q: 34 clusters Score -1.149818e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 9557 members 
Mstep: Class 5 contains 12577 members 
Mstep: Class 6 contains 52499 members 
Mstep: Class 7 contains 9069 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 127772 members 
Mstep: Class 10 contains 6454 members 
Mstep: Class 11 contains 13300 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 20783 members 
Mstep: Class 14 contains 12185 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 39107 members 
Mstep: Class 17 contains 22501 members 
Mstep: Class 18 contains 1252 members 
Mstep: Class 19 contains 20180 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 63826 members 
Mstep: Class 22 contains 34828 members 
Mstep: Class 23 contains 4583 members 
Mstep: Class 24 contains 74117 members 
Mstep: Class 25 contains 33632 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 16710 members 
Mstep: Class 28 contains 5463 members 
Mstep: Class 29 contains 560 members 
Mstep: Class 30 contains 111822 members 
Mstep: Class 31 contains 23627 members 
Mstep: Class 32 contains 4640 members 
Mstep: Class 33 contains 14162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114983136.000000 Penalty: 111270.007812
Iteration 49Q: 34 clusters Score -1.149831e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 52643 members 
Mstep: Class 7 contains 9169 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 126131 members 
Mstep: Class 10 contains 6528 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20752 members 
Mstep: Class 14 contains 12090 members 
Mstep: Class 15 contains 7265 members 
Mstep: Class 16 contains 39257 members 
Mstep: Class 17 contains 22506 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 20081 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 64924 members 
Mstep: Class 22 contains 34708 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 74375 members 
Mstep: Class 25 contains 33461 members 
Mstep: Class 26 contains 4279 members 
Mstep: Class 27 contains 16728 members 
Mstep: Class 28 contains 5702 members 
Mstep: Class 29 contains 584 members 
Mstep: Class 30 contains 111809 members 
Mstep: Class 31 contains 23659 members 
Mstep: Class 32 contains 4643 members 
Mstep: Class 33 contains 14040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984152.000000 Penalty: 111270.007812
Iteration 50Q: 34 clusters Score -1.149842e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9549 members 
Mstep: Class 5 contains 12532 members 
Mstep: Class 6 contains 52786 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 7597 members 
Mstep: Class 9 contains 124582 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8422 members 
Mstep: Class 13 contains 20718 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 7494 members 
Mstep: Class 16 contains 39394 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 19988 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 65980 members 
Mstep: Class 22 contains 34579 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 74682 members 
Mstep: Class 25 contains 33329 members 
Mstep: Class 26 contains 4315 members 
Mstep: Class 27 contains 16725 members 
Mstep: Class 28 contains 5939 members 
Mstep: Class 29 contains 617 members 
Mstep: Class 30 contains 111830 members 
Mstep: Class 31 contains 23683 members 
Mstep: Class 32 contains 4637 members 
Mstep: Class 33 contains 13952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114985128.000000 Penalty: 111270.007812
Iteration 51Q: 34 clusters Score -1.149851e+08 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 5854 members 
Mstep: Class 3 contains 948 members 
Mstep: Class 4 contains 9552 members 
Mstep: Class 5 contains 12526 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 7582 members 
Mstep: Class 9 contains 123157 members 
Mstep: Class 10 contains 6636 members 
Mstep: Class 11 contains 13298 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 20688 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 7655 members 
Mstep: Class 16 contains 39503 members 
Mstep: Class 17 contains 22507 members 
Mstep: Class 18 contains 1257 members 
Mstep: Class 19 contains 19906 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 66985 members 
Mstep: Class 22 contains 34432 members 
Mstep: Class 23 contains 4732 members 
Mstep: Class 24 contains 74933 members 
Mstep: Class 25 contains 33199 members 
Mstep: Class 26 contains 4333 members 
Mstep: Class 27 contains 16727 members 
Mstep: Class 28 contains 6169 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 111872 members 
Mstep: Class 31 contains 23715 members 
Mstep: Class 32 contains 4638 members 
Mstep: Class 33 contains 13856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114985992.000000 Penalty: 111270.007812
Iteration 52Q: 34 clusters Score -1.14986e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 5879 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 9587 members 
Mstep: Class 5 contains 12519 members 
Mstep: Class 6 contains 53074 members 
Mstep: Class 7 contains 9386 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 121820 members 
Mstep: Class 10 contains 6675 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 20669 members 
Mstep: Class 14 contains 11743 members 
Mstep: Class 15 contains 7784 members 
Mstep: Class 16 contains 39564 members 
Mstep: Class 17 contains 22512 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 19821 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 67939 members 
Mstep: Class 22 contains 34292 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 75217 members 
Mstep: Class 25 contains 33085 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 16724 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 656 members 
Mstep: Class 30 contains 111904 members 
Mstep: Class 31 contains 23751 members 
Mstep: Class 32 contains 4633 members 
Mstep: Class 33 contains 13740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986720.000000 Penalty: 111270.007812
Iteration 53Q: 34 clusters Score -1.149867e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 5874 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 9598 members 
Mstep: Class 5 contains 12517 members 
Mstep: Class 6 contains 53221 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 7546 members 
Mstep: Class 9 contains 120584 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 13301 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 20650 members 
Mstep: Class 14 contains 11626 members 
Mstep: Class 15 contains 7911 members 
Mstep: Class 16 contains 39585 members 
Mstep: Class 17 contains 22511 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 19735 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 68837 members 
Mstep: Class 22 contains 34146 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 75460 members 
Mstep: Class 25 contains 32977 members 
Mstep: Class 26 contains 4393 members 
Mstep: Class 27 contains 16739 members 
Mstep: Class 28 contains 6539 members 
Mstep: Class 29 contains 668 members 
Mstep: Class 30 contains 111932 members 
Mstep: Class 31 contains 23767 members 
Mstep: Class 32 contains 4625 members 
Mstep: Class 33 contains 13635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987184.000000 Penalty: 111270.007812
Iteration 54Q: 34 clusters Score -1.149872e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 947 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 12508 members 
Mstep: Class 6 contains 53380 members 
Mstep: Class 7 contains 9562 members 
Mstep: Class 8 contains 7532 members 
Mstep: Class 9 contains 119387 members 
Mstep: Class 10 contains 6777 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 20624 members 
Mstep: Class 14 contains 11540 members 
Mstep: Class 15 contains 8018 members 
Mstep: Class 16 contains 39604 members 
Mstep: Class 17 contains 22518 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 19681 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 69639 members 
Mstep: Class 22 contains 33965 members 
Mstep: Class 23 contains 4882 members 
Mstep: Class 24 contains 75713 members 
Mstep: Class 25 contains 32893 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 16754 members 
Mstep: Class 28 contains 6713 members 
Mstep: Class 29 contains 674 members 
Mstep: Class 30 contains 111989 members 
Mstep: Class 31 contains 23783 members 
Mstep: Class 32 contains 4625 members 
Mstep: Class 33 contains 13546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987672.000000 Penalty: 111270.007812
Iteration 55Q: 34 clusters Score -1.149877e+08 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 5880 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 53533 members 
Mstep: Class 7 contains 9638 members 
Mstep: Class 8 contains 7511 members 
Mstep: Class 9 contains 118267 members 
Mstep: Class 10 contains 6823 members 
Mstep: Class 11 contains 13297 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 20606 members 
Mstep: Class 14 contains 11440 members 
Mstep: Class 15 contains 8106 members 
Mstep: Class 16 contains 39632 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 19647 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 70398 members 
Mstep: Class 22 contains 33833 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 75967 members 
Mstep: Class 25 contains 32821 members 
Mstep: Class 26 contains 4453 members 
Mstep: Class 27 contains 16762 members 
Mstep: Class 28 contains 6890 members 
Mstep: Class 29 contains 682 members 
Mstep: Class 30 contains 112000 members 
Mstep: Class 31 contains 23790 members 
Mstep: Class 32 contains 4627 members 
Mstep: Class 33 contains 13439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988160.000000 Penalty: 111270.007812
Iteration 56Q: 34 clusters Score -1.149882e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9617 members 
Mstep: Class 5 contains 12494 members 
Mstep: Class 6 contains 53682 members 
Mstep: Class 7 contains 9705 members 
Mstep: Class 8 contains 7489 members 
Mstep: Class 9 contains 117192 members 
Mstep: Class 10 contains 6865 members 
Mstep: Class 11 contains 13299 members 
Mstep: Class 12 contains 8432 members 
Mstep: Class 13 contains 20587 members 
Mstep: Class 14 contains 11351 members 
Mstep: Class 15 contains 8176 members 
Mstep: Class 16 contains 39658 members 
Mstep: Class 17 contains 22524 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 19594 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 71134 members 
Mstep: Class 22 contains 33696 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 76211 members 
Mstep: Class 25 contains 32766 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 16767 members 
Mstep: Class 28 contains 7038 members 
Mstep: Class 29 contains 692 members 
Mstep: Class 30 contains 112024 members 
Mstep: Class 31 contains 23810 members 
Mstep: Class 32 contains 4626 members 
Mstep: Class 33 contains 13366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988448.000000 Penalty: 111270.007812
Iteration 57Q: 34 clusters Score -1.149884e+08 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 5851 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 12498 members 
Mstep: Class 6 contains 53816 members 
Mstep: Class 7 contains 9781 members 
Mstep: Class 8 contains 7467 members 
Mstep: Class 9 contains 116152 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 13302 members 
Mstep: Class 12 contains 8434 members 
Mstep: Class 13 contains 20574 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 8217 members 
Mstep: Class 16 contains 39671 members 
Mstep: Class 17 contains 22523 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 19566 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 71825 members 
Mstep: Class 22 contains 33581 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 76449 members 
Mstep: Class 25 contains 32718 members 
Mstep: Class 26 contains 4509 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 702 members 
Mstep: Class 30 contains 112052 members 
Mstep: Class 31 contains 23833 members 
Mstep: Class 32 contains 4623 members 
Mstep: Class 33 contains 13291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989176.000000 Penalty: 111270.007812
Iteration 58Q: 34 clusters Score -1.149892e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 5845 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9609 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 53972 members 
Mstep: Class 7 contains 9840 members 
Mstep: Class 8 contains 7457 members 
Mstep: Class 9 contains 115205 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 20566 members 
Mstep: Class 14 contains 11169 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 39681 members 
Mstep: Class 17 contains 22524 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 19507 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 72427 members 
Mstep: Class 22 contains 33490 members 
Mstep: Class 23 contains 5054 members 
Mstep: Class 24 contains 76692 members 
Mstep: Class 25 contains 32674 members 
Mstep: Class 26 contains 4523 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 7280 members 
Mstep: Class 29 contains 709 members 
Mstep: Class 30 contains 112072 members 
Mstep: Class 31 contains 23860 members 
Mstep: Class 32 contains 4620 members 
Mstep: Class 33 contains 13212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989696.000000 Penalty: 111270.007812
Iteration 59Q: 34 clusters Score -1.149897e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 946 members 
Mstep: Class 4 contains 9607 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 54121 members 
Mstep: Class 7 contains 9886 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 114305 members 
Mstep: Class 10 contains 6977 members 
Mstep: Class 11 contains 13310 members 
Mstep: Class 12 contains 8435 members 
Mstep: Class 13 contains 20556 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 8285 members 
Mstep: Class 16 contains 39675 members 
Mstep: Class 17 contains 22520 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 19454 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 73019 members 
Mstep: Class 22 contains 33406 members 
Mstep: Class 23 contains 5111 members 
Mstep: Class 24 contains 76923 members 
Mstep: Class 25 contains 32639 members 
Mstep: Class 26 contains 4531 members 
Mstep: Class 27 contains 16775 members 
Mstep: Class 28 contains 7406 members 
Mstep: Class 29 contains 711 members 
Mstep: Class 30 contains 112101 members 
Mstep: Class 31 contains 23874 members 
Mstep: Class 32 contains 4620 members 
Mstep: Class 33 contains 13127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991040.000000 Penalty: 111270.007812
Iteration 60F: 34 clusters Score -1.14991e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 942 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 12499 members 
Mstep: Class 6 contains 54283 members 
Mstep: Class 7 contains 9929 members 
Mstep: Class 8 contains 7431 members 
Mstep: Class 9 contains 112964 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 13311 members 
Mstep: Class 12 contains 8433 members 
Mstep: Class 13 contains 20534 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 8825 members 
Mstep: Class 16 contains 39686 members 
Mstep: Class 17 contains 22528 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 19418 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 73588 members 
Mstep: Class 22 contains 33293 members 
Mstep: Class 23 contains 5159 members 
Mstep: Class 24 contains 77059 members 
Mstep: Class 25 contains 32606 members 
Mstep: Class 26 contains 4547 members 
Mstep: Class 27 contains 16775 members 
Mstep: Class 28 contains 7560 members 
Mstep: Class 29 contains 713 members 
Mstep: Class 30 contains 112122 members 
Mstep: Class 31 contains 23901 members 
Mstep: Class 32 contains 4594 members 
Mstep: Class 33 contains 13061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992080.000000 Penalty: 111270.007812
Iteration 61Q: 34 clusters Score -1.149921e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 5864 members 
Mstep: Class 3 contains 925 members 
Mstep: Class 4 contains 9610 members 
Mstep: Class 5 contains 12488 members 
Mstep: Class 6 contains 54429 members 
Mstep: Class 7 contains 9975 members 
Mstep: Class 8 contains 7416 members 
Mstep: Class 9 contains 111833 members 
Mstep: Class 10 contains 7038 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 8430 members 
Mstep: Class 13 contains 20527 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 9206 members 
Mstep: Class 16 contains 39688 members 
Mstep: Class 17 contains 22523 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 19344 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 74168 members 
Mstep: Class 22 contains 33155 members 
Mstep: Class 23 contains 5222 members 
Mstep: Class 24 contains 77224 members 
Mstep: Class 25 contains 32577 members 
Mstep: Class 26 contains 4563 members 
Mstep: Class 27 contains 16773 members 
Mstep: Class 28 contains 7679 members 
Mstep: Class 29 contains 726 members 
Mstep: Class 30 contains 112142 members 
Mstep: Class 31 contains 23926 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 12969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992560.000000 Penalty: 111270.007812
Iteration 62Q: 34 clusters Score -1.149926e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 919 members 
Mstep: Class 4 contains 9600 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 54595 members 
Mstep: Class 7 contains 10017 members 
Mstep: Class 8 contains 7403 members 
Mstep: Class 9 contains 110721 members 
Mstep: Class 10 contains 7076 members 
Mstep: Class 11 contains 13313 members 
Mstep: Class 12 contains 8431 members 
Mstep: Class 13 contains 20515 members 
Mstep: Class 14 contains 10841 members 
Mstep: Class 15 contains 9463 members 
Mstep: Class 16 contains 39689 members 
Mstep: Class 17 contains 22508 members 
Mstep: Class 18 contains 1243 members 
Mstep: Class 19 contains 19289 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 74756 members 
Mstep: Class 22 contains 33042 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 77452 members 
Mstep: Class 25 contains 32555 members 
Mstep: Class 26 contains 4582 members 
Mstep: Class 27 contains 16780 members 
Mstep: Class 28 contains 7786 members 
Mstep: Class 29 contains 740 members 
Mstep: Class 30 contains 112155 members 
Mstep: Class 31 contains 23934 members 
Mstep: Class 32 contains 4573 members 
Mstep: Class 33 contains 12898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992688.000000 Penalty: 111270.007812
Iteration 63Q: 34 clusters Score -1.149927e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 912 members 
Mstep: Class 4 contains 9589 members 
Mstep: Class 5 contains 12469 members 
Mstep: Class 6 contains 54756 members 
Mstep: Class 7 contains 10064 members 
Mstep: Class 8 contains 7405 members 
Mstep: Class 9 contains 109719 members 
Mstep: Class 10 contains 7113 members 
Mstep: Class 11 contains 13311 members 
Mstep: Class 12 contains 8428 members 
Mstep: Class 13 contains 20483 members 
Mstep: Class 14 contains 10783 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 39693 members 
Mstep: Class 17 contains 22501 members 
Mstep: Class 18 contains 1239 members 
Mstep: Class 19 contains 19227 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 75343 members 
Mstep: Class 22 contains 32940 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 77666 members 
Mstep: Class 25 contains 32531 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 16787 members 
Mstep: Class 28 contains 7895 members 
Mstep: Class 29 contains 747 members 
Mstep: Class 30 contains 112151 members 
Mstep: Class 31 contains 23927 members 
Mstep: Class 32 contains 4559 members 
Mstep: Class 33 contains 12816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114993232.000000 Penalty: 111270.007812
Iteration 64Q: 34 clusters Score -1.149932e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 5856 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 9586 members 
Mstep: Class 5 contains 12457 members 
Mstep: Class 6 contains 54913 members 
Mstep: Class 7 contains 10098 members 
Mstep: Class 8 contains 7393 members 
Mstep: Class 9 contains 108798 members 
Mstep: Class 10 contains 7153 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 20466 members 
Mstep: Class 14 contains 10736 members 
Mstep: Class 15 contains 9837 members 
Mstep: Class 16 contains 39699 members 
Mstep: Class 17 contains 22499 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 19160 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 75919 members 
Mstep: Class 22 contains 32829 members 
Mstep: Class 23 contains 5347 members 
Mstep: Class 24 contains 77868 members 
Mstep: Class 25 contains 32517 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 16795 members 
Mstep: Class 28 contains 7984 members 
Mstep: Class 29 contains 751 members 
Mstep: Class 30 contains 112141 members 
Mstep: Class 31 contains 23941 members 
Mstep: Class 32 contains 4552 members 
Mstep: Class 33 contains 12730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114993752.000000 Penalty: 111270.007812
Iteration 65Q: 34 clusters Score -1.149938e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 5860 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 9575 members 
Mstep: Class 5 contains 12454 members 
Mstep: Class 6 contains 55044 members 
Mstep: Class 7 contains 10143 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 107916 members 
Mstep: Class 10 contains 7192 members 
Mstep: Class 11 contains 13312 members 
Mstep: Class 12 contains 8424 members 
Mstep: Class 13 contains 20456 members 
Mstep: Class 14 contains 10684 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 39714 members 
Mstep: Class 17 contains 22497 members 
Mstep: Class 18 contains 1226 members 
Mstep: Class 19 contains 19111 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 76494 members 
Mstep: Class 22 contains 32696 members 
Mstep: Class 23 contains 5395 members 
Mstep: Class 24 contains 78067 members 
Mstep: Class 25 contains 32515 members 
Mstep: Class 26 contains 4674 members 
Mstep: Class 27 contains 16795 members 
Mstep: Class 28 contains 8057 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 112137 members 
Mstep: Class 31 contains 23955 members 
Mstep: Class 32 contains 4544 members 
Mstep: Class 33 contains 12653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114994424.000000 Penalty: 111270.007812
Iteration 66Q: 34 clusters Score -1.149944e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 12443 members 
Mstep: Class 6 contains 55184 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 107127 members 
Mstep: Class 10 contains 7229 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8423 members 
Mstep: Class 13 contains 20446 members 
Mstep: Class 14 contains 10637 members 
Mstep: Class 15 contains 9987 members 
Mstep: Class 16 contains 39728 members 
Mstep: Class 17 contains 22487 members 
Mstep: Class 18 contains 1222 members 
Mstep: Class 19 contains 19071 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 77011 members 
Mstep: Class 22 contains 32583 members 
Mstep: Class 23 contains 5432 members 
Mstep: Class 24 contains 78263 members 
Mstep: Class 25 contains 32522 members 
Mstep: Class 26 contains 4724 members 
Mstep: Class 27 contains 16792 members 
Mstep: Class 28 contains 8120 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 112124 members 
Mstep: Class 31 contains 23969 members 
Mstep: Class 32 contains 4523 members 
Mstep: Class 33 contains 12573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995024.000000 Penalty: 111270.007812
Iteration 67Q: 34 clusters Score -1.14995e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 12427 members 
Mstep: Class 6 contains 55312 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 106406 members 
Mstep: Class 10 contains 7260 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20440 members 
Mstep: Class 14 contains 10574 members 
Mstep: Class 15 contains 10061 members 
Mstep: Class 16 contains 39734 members 
Mstep: Class 17 contains 22486 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 19012 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 77484 members 
Mstep: Class 22 contains 32499 members 
Mstep: Class 23 contains 5465 members 
Mstep: Class 24 contains 78428 members 
Mstep: Class 25 contains 32530 members 
Mstep: Class 26 contains 4772 members 
Mstep: Class 27 contains 16781 members 
Mstep: Class 28 contains 8190 members 
Mstep: Class 29 contains 761 members 
Mstep: Class 30 contains 112126 members 
Mstep: Class 31 contains 23975 members 
Mstep: Class 32 contains 4517 members 
Mstep: Class 33 contains 12510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995264.000000 Penalty: 111270.007812
Iteration 68Q: 34 clusters Score -1.149953e+08 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 5819 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9537 members 
Mstep: Class 5 contains 12415 members 
Mstep: Class 6 contains 55426 members 
Mstep: Class 7 contains 10236 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 105691 members 
Mstep: Class 10 contains 7297 members 
Mstep: Class 11 contains 13315 members 
Mstep: Class 12 contains 8418 members 
Mstep: Class 13 contains 20431 members 
Mstep: Class 14 contains 10522 members 
Mstep: Class 15 contains 10146 members 
Mstep: Class 16 contains 39736 members 
Mstep: Class 17 contains 22485 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 18970 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 77934 members 
Mstep: Class 22 contains 32414 members 
Mstep: Class 23 contains 5512 members 
Mstep: Class 24 contains 78579 members 
Mstep: Class 25 contains 32542 members 
Mstep: Class 26 contains 4804 members 
Mstep: Class 27 contains 16778 members 
Mstep: Class 28 contains 8259 members 
Mstep: Class 29 contains 763 members 
Mstep: Class 30 contains 112146 members 
Mstep: Class 31 contains 23992 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 12436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995768.000000 Penalty: 111270.007812
Iteration 69Q: 34 clusters Score -1.149958e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 5817 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 12405 members 
Mstep: Class 6 contains 55549 members 
Mstep: Class 7 contains 10253 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 105003 members 
Mstep: Class 10 contains 7322 members 
Mstep: Class 11 contains 13317 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 13 contains 20432 members 
Mstep: Class 14 contains 10482 members 
Mstep: Class 15 contains 10230 members 
Mstep: Class 16 contains 39737 members 
Mstep: Class 17 contains 22487 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 18951 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 78356 members 
Mstep: Class 22 contains 32316 members 
Mstep: Class 23 contains 5538 members 
Mstep: Class 24 contains 78725 members 
Mstep: Class 25 contains 32528 members 
Mstep: Class 26 contains 4833 members 
Mstep: Class 27 contains 16771 members 
Mstep: Class 28 contains 8321 members 
Mstep: Class 29 contains 764 members 
Mstep: Class 30 contains 112162 members 
Mstep: Class 31 contains 24012 members 
Mstep: Class 32 contains 4509 members 
Mstep: Class 33 contains 12373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996256.000000 Penalty: 111270.007812
Iteration 70Q: 34 clusters Score -1.149963e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 12390 members 
Mstep: Class 6 contains 55667 members 
Mstep: Class 7 contains 10269 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 104351 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8414 members 
Mstep: Class 13 contains 20425 members 
Mstep: Class 14 contains 10439 members 
Mstep: Class 15 contains 10296 members 
Mstep: Class 16 contains 39739 members 
Mstep: Class 17 contains 22495 members 
Mstep: Class 18 contains 1214 members 
Mstep: Class 19 contains 18916 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 78813 members 
Mstep: Class 22 contains 32231 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 78865 members 
Mstep: Class 25 contains 32517 members 
Mstep: Class 26 contains 4864 members 
Mstep: Class 27 contains 16770 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 764 members 
Mstep: Class 30 contains 112166 members 
Mstep: Class 31 contains 24027 members 
Mstep: Class 32 contains 4508 members 
Mstep: Class 33 contains 12297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996152.000000 Penalty: 111270.007812
Iteration 71Q: 34 clusters Score -1.149962e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 5782 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9523 members 
Mstep: Class 5 contains 12386 members 
Mstep: Class 6 contains 55762 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 103707 members 
Mstep: Class 10 contains 7372 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 20412 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 10348 members 
Mstep: Class 16 contains 39746 members 
Mstep: Class 17 contains 22504 members 
Mstep: Class 18 contains 1212 members 
Mstep: Class 19 contains 18893 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 79253 members 
Mstep: Class 22 contains 32140 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 78989 members 
Mstep: Class 25 contains 32514 members 
Mstep: Class 26 contains 4896 members 
Mstep: Class 27 contains 16765 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 767 members 
Mstep: Class 30 contains 112160 members 
Mstep: Class 31 contains 24043 members 
Mstep: Class 32 contains 4505 members 
Mstep: Class 33 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996744.000000 Penalty: 111270.007812
Iteration 72Q: 34 clusters Score -1.149967e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9516 members 
Mstep: Class 5 contains 12382 members 
Mstep: Class 6 contains 55895 members 
Mstep: Class 7 contains 10338 members 
Mstep: Class 8 contains 7319 members 
Mstep: Class 9 contains 103069 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 13314 members 
Mstep: Class 12 contains 8409 members 
Mstep: Class 13 contains 20405 members 
Mstep: Class 14 contains 10372 members 
Mstep: Class 15 contains 10393 members 
Mstep: Class 16 contains 39738 members 
Mstep: Class 17 contains 22520 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 18843 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 79647 members 
Mstep: Class 22 contains 32083 members 
Mstep: Class 23 contains 5621 members 
Mstep: Class 24 contains 79096 members 
Mstep: Class 25 contains 32505 members 
Mstep: Class 26 contains 4928 members 
Mstep: Class 27 contains 16771 members 
Mstep: Class 28 contains 8476 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112179 members 
Mstep: Class 31 contains 24060 members 
Mstep: Class 32 contains 4494 members 
Mstep: Class 33 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996912.000000 Penalty: 111270.007812
Iteration 73Q: 34 clusters Score -1.149969e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 12378 members 
Mstep: Class 6 contains 56038 members 
Mstep: Class 7 contains 10363 members 
Mstep: Class 8 contains 7305 members 
Mstep: Class 9 contains 102506 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 8410 members 
Mstep: Class 13 contains 20382 members 
Mstep: Class 14 contains 10342 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 39735 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 18796 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 80030 members 
Mstep: Class 22 contains 32031 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 79192 members 
Mstep: Class 25 contains 32496 members 
Mstep: Class 26 contains 4967 members 
Mstep: Class 27 contains 16776 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112167 members 
Mstep: Class 31 contains 24073 members 
Mstep: Class 32 contains 4492 members 
Mstep: Class 33 contains 12120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996944.000000 Penalty: 111270.007812
Iteration 74Q: 34 clusters Score -1.149969e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9491 members 
Mstep: Class 5 contains 12373 members 
Mstep: Class 6 contains 56175 members 
Mstep: Class 7 contains 10386 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 101929 members 
Mstep: Class 10 contains 7444 members 
Mstep: Class 11 contains 13316 members 
Mstep: Class 12 contains 8412 members 
Mstep: Class 13 contains 20364 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 10478 members 
Mstep: Class 16 contains 39738 members 
Mstep: Class 17 contains 22533 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 18769 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 80405 members 
Mstep: Class 22 contains 31973 members 
Mstep: Class 23 contains 5680 members 
Mstep: Class 24 contains 79297 members 
Mstep: Class 25 contains 32474 members 
Mstep: Class 26 contains 5019 members 
Mstep: Class 27 contains 16777 members 
Mstep: Class 28 contains 8581 members 
Mstep: Class 29 contains 767 members 
Mstep: Class 30 contains 112158 members 
Mstep: Class 31 contains 24083 members 
Mstep: Class 32 contains 4488 members 
Mstep: Class 33 contains 12066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997128.000000 Penalty: 111270.007812
Iteration 75Q: 34 clusters Score -1.149971e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9475 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56288 members 
Mstep: Class 7 contains 10410 members 
Mstep: Class 8 contains 7287 members 
Mstep: Class 9 contains 101432 members 
Mstep: Class 10 contains 7462 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 13 contains 20358 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 39732 members 
Mstep: Class 17 contains 22541 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 18747 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 80745 members 
Mstep: Class 22 contains 31924 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 79397 members 
Mstep: Class 25 contains 32448 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 16776 members 
Mstep: Class 28 contains 8621 members 
Mstep: Class 29 contains 767 members 
Mstep: Class 30 contains 112128 members 
Mstep: Class 31 contains 24089 members 
Mstep: Class 32 contains 4485 members 
Mstep: Class 33 contains 12036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997336.000000 Penalty: 111270.007812
Iteration 76Q: 34 clusters Score -1.149973e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 12367 members 
Mstep: Class 6 contains 56398 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 100979 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20356 members 
Mstep: Class 14 contains 10256 members 
Mstep: Class 15 contains 10531 members 
Mstep: Class 16 contains 39735 members 
Mstep: Class 17 contains 22535 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 18723 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81043 members 
Mstep: Class 22 contains 31884 members 
Mstep: Class 23 contains 5727 members 
Mstep: Class 24 contains 79484 members 
Mstep: Class 25 contains 32427 members 
Mstep: Class 26 contains 5147 members 
Mstep: Class 27 contains 16768 members 
Mstep: Class 28 contains 8652 members 
Mstep: Class 29 contains 767 members 
Mstep: Class 30 contains 112112 members 
Mstep: Class 31 contains 24096 members 
Mstep: Class 32 contains 4481 members 
Mstep: Class 33 contains 12004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997264.000000 Penalty: 111270.007812
Iteration 77Q: 34 clusters Score -1.149973e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 5667 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9450 members 
Mstep: Class 5 contains 12365 members 
Mstep: Class 6 contains 56486 members 
Mstep: Class 7 contains 10438 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 100541 members 
Mstep: Class 10 contains 7506 members 
Mstep: Class 11 contains 13321 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20345 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 15 contains 10547 members 
Mstep: Class 16 contains 39734 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 18713 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81323 members 
Mstep: Class 22 contains 31849 members 
Mstep: Class 23 contains 5749 members 
Mstep: Class 24 contains 79557 members 
Mstep: Class 25 contains 32416 members 
Mstep: Class 26 contains 5234 members 
Mstep: Class 27 contains 16771 members 
Mstep: Class 28 contains 8704 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112085 members 
Mstep: Class 31 contains 24111 members 
Mstep: Class 32 contains 4473 members 
Mstep: Class 33 contains 11976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997424.000000 Penalty: 111270.007812
Iteration 78Q: 34 clusters Score -1.149974e+08 nChanged 1244
Entering ConstructFrom: 
Score: -114997424.000000 Penalty: 111270.007812
Entering ConstructFrom: 
Trying to split cluster 1 (29495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Entering Unmasked Estep 
Score: -4399023.000000 Penalty: 2552.410156
	Iteration 0F: 2 clusters Score -4399023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -4378700.500000 Penalty: 5104.820312
	Iteration 0F: 3 clusters Score -4378700 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4385989.000000 Penalty: 5104.820312
	Iteration 1F: 3 clusters Score -4385989 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4386602.500000 Penalty: 5104.820312
	Iteration 2F: 3 clusters Score -4386602 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4387250.000000 Penalty: 5104.820312
	Iteration 3Q: 3 clusters Score -4387250 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4388014.000000 Penalty: 5104.820312
	Iteration 4F: 3 clusters Score -4388014 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4388935.500000 Penalty: 5104.820312
	Iteration 5F: 3 clusters Score -4388936 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4390118.500000 Penalty: 5104.820312
	Iteration 6F: 3 clusters Score -4390118 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4391565.500000 Penalty: 5104.820312
	Iteration 7F: 3 clusters Score -4391566 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4393155.500000 Penalty: 5104.820312
	Iteration 8F: 3 clusters Score -4393156 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -4394533.000000 Penalty: 5104.820312
	Iteration 9F: 3 clusters Score -4394533 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4395510.500000 Penalty: 5104.820312
	Iteration 10Q: 3 clusters Score -4395510 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -4396103.500000 Penalty: 5104.820312
	Iteration 11Q: 3 clusters Score -4396104 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -4396500.000000 Penalty: 5104.820312
	Iteration 12Q: 3 clusters Score -4396500 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4396719.500000 Penalty: 5104.820312
	Iteration 13Q: 3 clusters Score -4396720 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -4396820.500000 Penalty: 5104.820312
	Iteration 14Q: 3 clusters Score -4396820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4396891.000000 Penalty: 5104.820312
	Iteration 15Q: 3 clusters Score -4396891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4396944.500000 Penalty: 5104.820312
	Iteration 16Q: 3 clusters Score -4396944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -4396998.000000 Penalty: 5104.820312
	Iteration 17Q: 3 clusters Score -4396998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4397027.000000 Penalty: 5104.820312
	Iteration 18Q: 3 clusters Score -4397027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -4397043.000000 Penalty: 5104.820312
	Iteration 19Q: 3 clusters Score -4397043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4397058.000000 Penalty: 5104.820312
	Iteration 20F: 3 clusters Score -4397058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4397065.000000 Penalty: 5104.820312
	Iteration 21Q: 3 clusters Score -4397065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4397072.000000 Penalty: 5104.820312
	Iteration 22Q: 3 clusters Score -4397072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4397084.500000 Penalty: 5104.820312
	Iteration 23Q: 3 clusters Score -4397084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4397083.000000 Penalty: 5104.820312
	Iteration 24Q: 3 clusters Score -4397083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4397088.500000 Penalty: 5104.820312
	Iteration 25Q: 3 clusters Score -4397088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4397089.500000 Penalty: 5104.820312
	Iteration 26Q: 3 clusters Score -4397090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -4397093.000000 Penalty: 5104.820312
	Iteration 27Q: 3 clusters Score -4397093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -4397092.000000 Penalty: 5104.820312
	Iteration 28Q: 3 clusters Score -4397092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4397092.500000 Penalty: 5104.820312
	Iteration 29Q: 3 clusters Score -4397092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4397102.500000 Penalty: 5104.820312
	Iteration 30Q: 3 clusters Score -4397102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4397103.000000 Penalty: 5104.820312
	Iteration 31Q: 3 clusters Score -4397103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -4397110.000000 Penalty: 5104.820312
	Iteration 32Q: 3 clusters Score -4397110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4397117.000000 Penalty: 5104.820312
	Iteration 33Q: 3 clusters Score -4397117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -4397121.500000 Penalty: 5104.820312
	Iteration 34Q: 3 clusters Score -4397122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4397139.000000 Penalty: 5104.820312
	Iteration 35Q: 3 clusters Score -4397139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -4397146.000000 Penalty: 5104.820312
	Iteration 36Q: 3 clusters Score -4397146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4397152.000000 Penalty: 5104.820312
	Iteration 37Q: 3 clusters Score -4397152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4397158.000000 Penalty: 5104.820312
	Iteration 38Q: 3 clusters Score -4397158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4397159.000000 Penalty: 5104.820312
	Iteration 39Q: 3 clusters Score -4397159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4397162.000000 Penalty: 5104.820312
	Iteration 40F: 3 clusters Score -4397162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4397164.000000 Penalty: 5104.820312
	Iteration 41Q: 3 clusters Score -4397164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4397164.000000 Penalty: 5104.820312
	Iteration 42F: 3 clusters Score -4397164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -768434.375000 Penalty: 2142.837158
	Iteration 0F: 2 clusters Score -768434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -763541.375000 Penalty: 4285.674316
	Iteration 0F: 3 clusters Score -763541.4 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -765134.812500 Penalty: 4285.674316
	Iteration 1F: 3 clusters Score -765134.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -765685.687500 Penalty: 4285.674316
	Iteration 2F: 3 clusters Score -765685.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -766182.812500 Penalty: 4285.674316
	Iteration 3F: 3 clusters Score -766182.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -766610.187500 Penalty: 4285.674316
	Iteration 4F: 3 clusters Score -766610.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -766905.937500 Penalty: 4285.674316
	Iteration 5F: 3 clusters Score -766905.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -767133.937500 Penalty: 4285.674316
	Iteration 6Q: 3 clusters Score -767133.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -767304.250000 Penalty: 4285.674316
	Iteration 7Q: 3 clusters Score -767304.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -767407.750000 Penalty: 4285.674316
	Iteration 8Q: 3 clusters Score -767407.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -767483.375000 Penalty: 4285.674316
	Iteration 9Q: 3 clusters Score -767483.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -767543.125000 Penalty: 4285.674316
	Iteration 10Q: 3 clusters Score -767543.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -767583.000000 Penalty: 4285.674316
	Iteration 11Q: 3 clusters Score -767583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -767610.812500 Penalty: 4285.674316
	Iteration 12Q: 3 clusters Score -767610.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -767628.312500 Penalty: 4285.674316
	Iteration 13Q: 3 clusters Score -767628.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -767640.500000 Penalty: 4285.674316
	Iteration 14Q: 3 clusters Score -767640.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -767647.875000 Penalty: 4285.674316
	Iteration 15Q: 3 clusters Score -767647.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -767656.750000 Penalty: 4285.674316
	Iteration 16Q: 3 clusters Score -767656.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -767662.062500 Penalty: 4285.674316
	Iteration 17Q: 3 clusters Score -767662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -767665.562500 Penalty: 4285.674316
	Iteration 18Q: 3 clusters Score -767665.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -767668.250000 Penalty: 4285.674316
	Iteration 19Q: 3 clusters Score -767668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -767668.937500 Penalty: 4285.674316
	Iteration 20F: 3 clusters Score -767668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -767670.375000 Penalty: 4285.674316
	Iteration 21Q: 3 clusters Score -767670.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -767671.312500 Penalty: 4285.674316
	Iteration 22Q: 3 clusters Score -767671.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -767672.062500 Penalty: 4285.674316
	Iteration 23Q: 3 clusters Score -767672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -767671.875000 Penalty: 4285.674316
	Iteration 24Q: 3 clusters Score -767671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -767673.687500 Penalty: 4285.674316
	Iteration 25Q: 3 clusters Score -767673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -767675.000000 Penalty: 4285.674316
	Iteration 26Q: 3 clusters Score -767675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -767675.937500 Penalty: 4285.674316
	Iteration 27Q: 3 clusters Score -767675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -767676.937500 Penalty: 4285.674316
	Iteration 28Q: 3 clusters Score -767676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -767676.437500 Penalty: 4285.674316
	Iteration 29Q: 3 clusters Score -767676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -767677.375000 Penalty: 4285.674316
	Iteration 30Q: 3 clusters Score -767677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -767678.437500 Penalty: 4285.674316
	Iteration 31Q: 3 clusters Score -767678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -767679.062500 Penalty: 4285.674316
	Iteration 32Q: 3 clusters Score -767679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -767680.437500 Penalty: 4285.674316
	Iteration 33Q: 3 clusters Score -767680.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -767680.437500 Penalty: 4285.674316
	Iteration 34F: 3 clusters Score -767680.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -97996.000000 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -97996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -96683.882812 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -96683.88 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -98394.828125 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -98394.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -99135.359375 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -99135.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99237.250000 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -99237.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99262.203125 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -99262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99273.820312 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -99273.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99279.703125 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -99279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -99286.882812 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -99286.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -99301.492188 Penalty: 3373.987793
	Iteration 8Q: 3 clusters Score -99301.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99312.226562 Penalty: 3373.987793
	Iteration 9Q: 3 clusters Score -99312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99312.226562 Penalty: 3373.987793
	Iteration 10F: 3 clusters Score -99312.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 252 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 7241 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 13322 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 10201 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 648 members 
Entering Unmasked Estep 
Score: -114997160.000000 Penalty: 114641.820312
Splitting cluster 3 changes total score from -114997424.000000 to -114997160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (9436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Entering Unmasked Estep 
Score: -1321919.750000 Penalty: 2269.767334
	Iteration 0F: 2 clusters Score -1321920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1314532.125000 Penalty: 4539.534668
	Iteration 0F: 3 clusters Score -1314532 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1316782.625000 Penalty: 4539.534668
	Iteration 1F: 3 clusters Score -1316783 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1317182.000000 Penalty: 4539.534668
	Iteration 2F: 3 clusters Score -1317182 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1317548.000000 Penalty: 4539.534668
	Iteration 3F: 3 clusters Score -1317548 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1317950.000000 Penalty: 4539.534668
	Iteration 4F: 3 clusters Score -1317950 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1318467.000000 Penalty: 4539.534668
	Iteration 5F: 3 clusters Score -1318467 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1319004.625000 Penalty: 4539.534668
	Iteration 6F: 3 clusters Score -1319005 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1319520.250000 Penalty: 4539.534668
	Iteration 7F: 3 clusters Score -1319520 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1319952.250000 Penalty: 4539.534668
	Iteration 8F: 3 clusters Score -1319952 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1320364.750000 Penalty: 4539.534668
	Iteration 9F: 3 clusters Score -1320365 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1320684.875000 Penalty: 4539.534668
	Iteration 10Q: 3 clusters Score -1320685 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1320907.250000 Penalty: 4539.534668
	Iteration 11Q: 3 clusters Score -1320907 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1321099.375000 Penalty: 4539.534668
	Iteration 12Q: 3 clusters Score -1321099 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1321251.250000 Penalty: 4539.534668
	Iteration 13Q: 3 clusters Score -1321251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1321379.375000 Penalty: 4539.534668
	Iteration 14Q: 3 clusters Score -1321379 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1321451.875000 Penalty: 4539.534668
	Iteration 15Q: 3 clusters Score -1321452 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1321498.875000 Penalty: 4539.534668
	Iteration 16Q: 3 clusters Score -1321499 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1321517.125000 Penalty: 4539.534668
	Iteration 17Q: 3 clusters Score -1321517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1321531.250000 Penalty: 4539.534668
	Iteration 18Q: 3 clusters Score -1321531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1321546.500000 Penalty: 4539.534668
	Iteration 19Q: 3 clusters Score -1321546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1321553.500000 Penalty: 4539.534668
	Iteration 20F: 3 clusters Score -1321554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1321557.250000 Penalty: 4539.534668
	Iteration 21Q: 3 clusters Score -1321557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1321564.875000 Penalty: 4539.534668
	Iteration 22Q: 3 clusters Score -1321565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1321569.250000 Penalty: 4539.534668
	Iteration 23Q: 3 clusters Score -1321569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1321568.500000 Penalty: 4539.534668
	Iteration 24Q: 3 clusters Score -1321568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1321569.000000 Penalty: 4539.534668
	Iteration 25Q: 3 clusters Score -1321569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1321569.000000 Penalty: 4539.534668
	Iteration 26F: 3 clusters Score -1321569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Entering Unmasked Estep 
Score: -1826907.625000 Penalty: 2336.831055
	Iteration 0F: 2 clusters Score -1826908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1817697.500000 Penalty: 4673.662109
	Iteration 0F: 3 clusters Score -1817698 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1820514.750000 Penalty: 4673.662109
	Iteration 1F: 3 clusters Score -1820515 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1820960.500000 Penalty: 4673.662109
	Iteration 2F: 3 clusters Score -1820960 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1821331.375000 Penalty: 4673.662109
	Iteration 3F: 3 clusters Score -1821331 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1821630.500000 Penalty: 4673.662109
	Iteration 4Q: 3 clusters Score -1821630 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1821935.375000 Penalty: 4673.662109
	Iteration 5Q: 3 clusters Score -1821935 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1822202.125000 Penalty: 4673.662109
	Iteration 6Q: 3 clusters Score -1822202 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1822443.500000 Penalty: 4673.662109
	Iteration 7Q: 3 clusters Score -1822444 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1822673.000000 Penalty: 4673.662109
	Iteration 8Q: 3 clusters Score -1822673 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1822925.125000 Penalty: 4673.662109
	Iteration 9Q: 3 clusters Score -1822925 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1823195.750000 Penalty: 4673.662109
	Iteration 10Q: 3 clusters Score -1823196 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1823435.125000 Penalty: 4673.662109
	Iteration 11Q: 3 clusters Score -1823435 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1823666.000000 Penalty: 4673.662109
	Iteration 12Q: 3 clusters Score -1823666 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1823846.625000 Penalty: 4673.662109
	Iteration 13Q: 3 clusters Score -1823847 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1824009.625000 Penalty: 4673.662109
	Iteration 14Q: 3 clusters Score -1824010 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1824159.500000 Penalty: 4673.662109
	Iteration 15Q: 3 clusters Score -1824160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1824284.750000 Penalty: 4673.662109
	Iteration 16Q: 3 clusters Score -1824285 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1824373.875000 Penalty: 4673.662109
	Iteration 17Q: 3 clusters Score -1824374 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1824455.875000 Penalty: 4673.662109
	Iteration 18Q: 3 clusters Score -1824456 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1824533.500000 Penalty: 4673.662109
	Iteration 19Q: 3 clusters Score -1824534 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1824607.500000 Penalty: 4673.662109
	Iteration 20F: 3 clusters Score -1824608 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1824689.875000 Penalty: 4673.662109
	Iteration 21Q: 3 clusters Score -1824690 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1824753.750000 Penalty: 4673.662109
	Iteration 22Q: 3 clusters Score -1824754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1824806.125000 Penalty: 4673.662109
	Iteration 23Q: 3 clusters Score -1824806 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1824856.250000 Penalty: 4673.662109
	Iteration 24Q: 3 clusters Score -1824856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1824900.125000 Penalty: 4673.662109
	Iteration 25Q: 3 clusters Score -1824900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1824955.250000 Penalty: 4673.662109
	Iteration 26Q: 3 clusters Score -1824955 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1824994.625000 Penalty: 4673.662109
	Iteration 27Q: 3 clusters Score -1824995 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1825036.250000 Penalty: 4673.662109
	Iteration 28Q: 3 clusters Score -1825036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1825073.250000 Penalty: 4673.662109
	Iteration 29Q: 3 clusters Score -1825073 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1825114.375000 Penalty: 4673.662109
	Iteration 30Q: 3 clusters Score -1825114 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1825147.000000 Penalty: 4673.662109
	Iteration 31Q: 3 clusters Score -1825147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1825172.750000 Penalty: 4673.662109
	Iteration 32Q: 3 clusters Score -1825173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1825189.500000 Penalty: 4673.662109
	Iteration 33Q: 3 clusters Score -1825190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1825209.125000 Penalty: 4673.662109
	Iteration 34Q: 3 clusters Score -1825209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1825233.000000 Penalty: 4673.662109
	Iteration 35Q: 3 clusters Score -1825233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1825250.500000 Penalty: 4673.662109
	Iteration 36Q: 3 clusters Score -1825250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1825266.250000 Penalty: 4673.662109
	Iteration 37Q: 3 clusters Score -1825266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1825281.250000 Penalty: 4673.662109
	Iteration 38Q: 3 clusters Score -1825281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1825291.500000 Penalty: 4673.662109
	Iteration 39Q: 3 clusters Score -1825292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1825314.125000 Penalty: 4673.662109
	Iteration 40F: 3 clusters Score -1825314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1825342.250000 Penalty: 4673.662109
	Iteration 41Q: 3 clusters Score -1825342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1825368.125000 Penalty: 4673.662109
	Iteration 42Q: 3 clusters Score -1825368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1825413.125000 Penalty: 4673.662109
	Iteration 43Q: 3 clusters Score -1825413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1825449.000000 Penalty: 4673.662109
	Iteration 44Q: 3 clusters Score -1825449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1825493.750000 Penalty: 4673.662109
	Iteration 45Q: 3 clusters Score -1825494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1825536.125000 Penalty: 4673.662109
	Iteration 46Q: 3 clusters Score -1825536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1825575.750000 Penalty: 4673.662109
	Iteration 47Q: 3 clusters Score -1825576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1825586.500000 Penalty: 4673.662109
	Iteration 48Q: 3 clusters Score -1825586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1825594.875000 Penalty: 4673.662109
	Iteration 49Q: 3 clusters Score -1825595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1825600.125000 Penalty: 4673.662109
	Iteration 50Q: 3 clusters Score -1825600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1825606.250000 Penalty: 4673.662109
	Iteration 51Q: 3 clusters Score -1825606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1825608.375000 Penalty: 4673.662109
	Iteration 52Q: 3 clusters Score -1825608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1825613.375000 Penalty: 4673.662109
	Iteration 53Q: 3 clusters Score -1825613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1825617.000000 Penalty: 4673.662109
	Iteration 54Q: 3 clusters Score -1825617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1825616.750000 Penalty: 4673.662109
	Iteration 55Q: 3 clusters Score -1825617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1825619.125000 Penalty: 4673.662109
	Iteration 56Q: 3 clusters Score -1825619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1825619.375000 Penalty: 4673.662109
	Iteration 57Q: 3 clusters Score -1825619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1825619.375000 Penalty: 4673.662109
	Iteration 58F: 3 clusters Score -1825619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (56588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Entering Unmasked Estep 
Score: -8460108.000000 Penalty: 2714.000977
	Iteration 0F: 2 clusters Score -8460108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -8421916.000000 Penalty: 5428.001953
	Iteration 0F: 3 clusters Score -8421916 nChanged 26360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -8436668.000000 Penalty: 5428.001953
	Iteration 1F: 3 clusters Score -8436668 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -8437382.000000 Penalty: 5428.001953
	Iteration 2Q: 3 clusters Score -8437382 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8438042.000000 Penalty: 5428.001953
	Iteration 3Q: 3 clusters Score -8438042 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -8438881.000000 Penalty: 5428.001953
	Iteration 4Q: 3 clusters Score -8438881 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -8440014.000000 Penalty: 5428.001953
	Iteration 5Q: 3 clusters Score -8440014 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -8441633.000000 Penalty: 5428.001953
	Iteration 6F: 3 clusters Score -8441633 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8443633.000000 Penalty: 5428.001953
	Iteration 7F: 3 clusters Score -8443633 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -8445987.000000 Penalty: 5428.001953
	Iteration 8F: 3 clusters Score -8445987 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -8448637.000000 Penalty: 5428.001953
	Iteration 9F: 3 clusters Score -8448637 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8451078.000000 Penalty: 5428.001953
	Iteration 10F: 3 clusters Score -8451078 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -8453003.000000 Penalty: 5428.001953
	Iteration 11Q: 3 clusters Score -8453003 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -8454575.000000 Penalty: 5428.001953
	Iteration 12Q: 3 clusters Score -8454575 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -8455730.000000 Penalty: 5428.001953
	Iteration 13Q: 3 clusters Score -8455730 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -8456453.000000 Penalty: 5428.001953
	Iteration 14Q: 3 clusters Score -8456453 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -8456958.000000 Penalty: 5428.001953
	Iteration 15Q: 3 clusters Score -8456958 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -8457262.000000 Penalty: 5428.001953
	Iteration 16Q: 3 clusters Score -8457262 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -8457412.000000 Penalty: 5428.001953
	Iteration 17Q: 3 clusters Score -8457412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -8457514.000000 Penalty: 5428.001953
	Iteration 18Q: 3 clusters Score -8457514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -8457635.000000 Penalty: 5428.001953
	Iteration 19Q: 3 clusters Score -8457635 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -8457700.000000 Penalty: 5428.001953
	Iteration 20F: 3 clusters Score -8457700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 55405 members 
Entering Unmasked Estep 
Score: -8457752.000000 Penalty: 5428.001953
	Iteration 21Q: 3 clusters Score -8457752 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -8457793.000000 Penalty: 5428.001953
	Iteration 22Q: 3 clusters Score -8457793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -8457816.000000 Penalty: 5428.001953
	Iteration 23Q: 3 clusters Score -8457816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -8457829.000000 Penalty: 5428.001953
	Iteration 24Q: 3 clusters Score -8457829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -8457861.000000 Penalty: 5428.001953
	Iteration 25Q: 3 clusters Score -8457861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -8457887.000000 Penalty: 5428.001953
	Iteration 26Q: 3 clusters Score -8457887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -8457893.000000 Penalty: 5428.001953
	Iteration 27Q: 3 clusters Score -8457893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -8457914.000000 Penalty: 5428.001953
	Iteration 28Q: 3 clusters Score -8457914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -8457913.000000 Penalty: 5428.001953
	Iteration 29Q: 3 clusters Score -8457913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -8457898.000000 Penalty: 5428.001953
	Iteration 30Q: 3 clusters Score -8457898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -8457915.000000 Penalty: 5428.001953
	Iteration 31Q: 3 clusters Score -8457915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -8457910.000000 Penalty: 5428.001953
	Iteration 32Q: 3 clusters Score -8457910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -8457922.000000 Penalty: 5428.001953
	Iteration 33Q: 3 clusters Score -8457922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -8457919.000000 Penalty: 5428.001953
	Iteration 34Q: 3 clusters Score -8457919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -8457915.000000 Penalty: 5428.001953
	Iteration 35Q: 3 clusters Score -8457915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8457913.000000 Penalty: 5428.001953
	Iteration 36Q: 3 clusters Score -8457913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -8457931.000000 Penalty: 5428.001953
	Iteration 37Q: 3 clusters Score -8457931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8457933.000000 Penalty: 5428.001953
	Iteration 38Q: 3 clusters Score -8457933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -8457931.000000 Penalty: 5428.001953
	Iteration 39Q: 3 clusters Score -8457931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -8457938.000000 Penalty: 5428.001953
	Iteration 40F: 3 clusters Score -8457938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -8457933.000000 Penalty: 5428.001953
	Iteration 41Q: 3 clusters Score -8457933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -8457944.000000 Penalty: 5428.001953
	Iteration 42Q: 3 clusters Score -8457944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -8457937.000000 Penalty: 5428.001953
	Iteration 43Q: 3 clusters Score -8457937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -8457942.000000 Penalty: 5428.001953
	Iteration 44Q: 3 clusters Score -8457942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -8457954.000000 Penalty: 5428.001953
	Iteration 45Q: 3 clusters Score -8457954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -8457954.000000 Penalty: 5428.001953
	Iteration 46Q: 3 clusters Score -8457954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -8457955.000000 Penalty: 5428.001953
	Iteration 47Q: 3 clusters Score -8457955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -8457954.000000 Penalty: 5428.001953
	Iteration 48Q: 3 clusters Score -8457954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -8457960.000000 Penalty: 5428.001953
	Iteration 49Q: 3 clusters Score -8457960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -8457970.000000 Penalty: 5428.001953
	Iteration 50Q: 3 clusters Score -8457970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -8457970.000000 Penalty: 5428.001953
	Iteration 51Q: 3 clusters Score -8457970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -8457965.000000 Penalty: 5428.001953
	Iteration 52Q: 3 clusters Score -8457965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -8457966.000000 Penalty: 5428.001953
	Iteration 53Q: 3 clusters Score -8457966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -8457972.000000 Penalty: 5428.001953
	Iteration 54Q: 3 clusters Score -8457972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -8457972.000000 Penalty: 5428.001953
	Iteration 55F: 3 clusters Score -8457972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Entering Unmasked Estep 
Score: -1460929.250000 Penalty: 2294.700439
	Iteration 0F: 2 clusters Score -1460929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1452966.625000 Penalty: 4589.400879
	Iteration 0F: 3 clusters Score -1452967 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1455527.500000 Penalty: 4589.400879
	Iteration 1F: 3 clusters Score -1455528 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1456126.500000 Penalty: 4589.400879
	Iteration 2F: 3 clusters Score -1456126 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1456739.125000 Penalty: 4589.400879
	Iteration 3F: 3 clusters Score -1456739 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1457257.250000 Penalty: 4589.400879
	Iteration 4F: 3 clusters Score -1457257 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1457632.500000 Penalty: 4589.400879
	Iteration 5F: 3 clusters Score -1457632 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1457857.000000 Penalty: 4589.400879
	Iteration 6Q: 3 clusters Score -1457857 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1458053.000000 Penalty: 4589.400879
	Iteration 7Q: 3 clusters Score -1458053 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1458225.000000 Penalty: 4589.400879
	Iteration 8Q: 3 clusters Score -1458225 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1458385.500000 Penalty: 4589.400879
	Iteration 9Q: 3 clusters Score -1458386 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1458515.625000 Penalty: 4589.400879
	Iteration 10Q: 3 clusters Score -1458516 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1458631.625000 Penalty: 4589.400879
	Iteration 11Q: 3 clusters Score -1458632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1458716.125000 Penalty: 4589.400879
	Iteration 12Q: 3 clusters Score -1458716 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1458783.875000 Penalty: 4589.400879
	Iteration 13Q: 3 clusters Score -1458784 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1458843.125000 Penalty: 4589.400879
	Iteration 14Q: 3 clusters Score -1458843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1458895.375000 Penalty: 4589.400879
	Iteration 15Q: 3 clusters Score -1458895 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1458947.250000 Penalty: 4589.400879
	Iteration 16Q: 3 clusters Score -1458947 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1458988.875000 Penalty: 4589.400879
	Iteration 17Q: 3 clusters Score -1458989 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1459024.250000 Penalty: 4589.400879
	Iteration 18Q: 3 clusters Score -1459024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1459052.250000 Penalty: 4589.400879
	Iteration 19Q: 3 clusters Score -1459052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1459084.000000 Penalty: 4589.400879
	Iteration 20F: 3 clusters Score -1459084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1459104.375000 Penalty: 4589.400879
	Iteration 21Q: 3 clusters Score -1459104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1459133.750000 Penalty: 4589.400879
	Iteration 22Q: 3 clusters Score -1459134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1459152.750000 Penalty: 4589.400879
	Iteration 23Q: 3 clusters Score -1459153 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1459170.000000 Penalty: 4589.400879
	Iteration 24Q: 3 clusters Score -1459170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1459179.500000 Penalty: 4589.400879
	Iteration 25Q: 3 clusters Score -1459180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1459193.375000 Penalty: 4589.400879
	Iteration 26Q: 3 clusters Score -1459193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1459203.625000 Penalty: 4589.400879
	Iteration 27Q: 3 clusters Score -1459204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1459219.625000 Penalty: 4589.400879
	Iteration 28Q: 3 clusters Score -1459220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1459232.250000 Penalty: 4589.400879
	Iteration 29Q: 3 clusters Score -1459232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1459243.250000 Penalty: 4589.400879
	Iteration 30Q: 3 clusters Score -1459243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1459253.750000 Penalty: 4589.400879
	Iteration 31Q: 3 clusters Score -1459254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1459267.125000 Penalty: 4589.400879
	Iteration 32Q: 3 clusters Score -1459267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1459275.750000 Penalty: 4589.400879
	Iteration 33Q: 3 clusters Score -1459276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1459273.875000 Penalty: 4589.400879
	Iteration 34Q: 3 clusters Score -1459274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1459281.125000 Penalty: 4589.400879
	Iteration 35Q: 3 clusters Score -1459281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1459285.625000 Penalty: 4589.400879
	Iteration 36Q: 3 clusters Score -1459286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1459292.625000 Penalty: 4589.400879
	Iteration 37Q: 3 clusters Score -1459293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1459301.000000 Penalty: 4589.400879
	Iteration 38Q: 3 clusters Score -1459301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1459308.500000 Penalty: 4589.400879
	Iteration 39Q: 3 clusters Score -1459308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1459318.125000 Penalty: 4589.400879
	Iteration 40F: 3 clusters Score -1459318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1459321.500000 Penalty: 4589.400879
	Iteration 41Q: 3 clusters Score -1459322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1459332.875000 Penalty: 4589.400879
	Iteration 42Q: 3 clusters Score -1459333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1459338.250000 Penalty: 4589.400879
	Iteration 43Q: 3 clusters Score -1459338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1459347.250000 Penalty: 4589.400879
	Iteration 44Q: 3 clusters Score -1459347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1459363.750000 Penalty: 4589.400879
	Iteration 45Q: 3 clusters Score -1459364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1459373.875000 Penalty: 4589.400879
	Iteration 46Q: 3 clusters Score -1459374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1459404.375000 Penalty: 4589.400879
	Iteration 47Q: 3 clusters Score -1459404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1459428.750000 Penalty: 4589.400879
	Iteration 48Q: 3 clusters Score -1459429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1459441.125000 Penalty: 4589.400879
	Iteration 49Q: 3 clusters Score -1459441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1459463.000000 Penalty: 4589.400879
	Iteration 50Q: 3 clusters Score -1459463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1459486.250000 Penalty: 4589.400879
	Iteration 51Q: 3 clusters Score -1459486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1459503.250000 Penalty: 4589.400879
	Iteration 52Q: 3 clusters Score -1459503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1459525.125000 Penalty: 4589.400879
	Iteration 53Q: 3 clusters Score -1459525 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1459563.375000 Penalty: 4589.400879
	Iteration 54Q: 3 clusters Score -1459563 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1459624.125000 Penalty: 4589.400879
	Iteration 55Q: 3 clusters Score -1459624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1459682.625000 Penalty: 4589.400879
	Iteration 56Q: 3 clusters Score -1459683 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1459748.500000 Penalty: 4589.400879
	Iteration 57Q: 3 clusters Score -1459748 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1459807.500000 Penalty: 4589.400879
	Iteration 58Q: 3 clusters Score -1459808 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1459877.500000 Penalty: 4589.400879
	Iteration 59Q: 3 clusters Score -1459878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1459950.625000 Penalty: 4589.400879
	Iteration 60F: 3 clusters Score -1459951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1460013.125000 Penalty: 4589.400879
	Iteration 61Q: 3 clusters Score -1460013 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1460078.125000 Penalty: 4589.400879
	Iteration 62Q: 3 clusters Score -1460078 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1460123.375000 Penalty: 4589.400879
	Iteration 63Q: 3 clusters Score -1460123 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1460158.250000 Penalty: 4589.400879
	Iteration 64Q: 3 clusters Score -1460158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1460178.750000 Penalty: 4589.400879
	Iteration 65Q: 3 clusters Score -1460179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1460192.875000 Penalty: 4589.400879
	Iteration 66Q: 3 clusters Score -1460193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1460208.875000 Penalty: 4589.400879
	Iteration 67Q: 3 clusters Score -1460209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1460217.625000 Penalty: 4589.400879
	Iteration 68Q: 3 clusters Score -1460218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1460228.625000 Penalty: 4589.400879
	Iteration 69Q: 3 clusters Score -1460229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1460239.875000 Penalty: 4589.400879
	Iteration 70Q: 3 clusters Score -1460240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1460253.875000 Penalty: 4589.400879
	Iteration 71Q: 3 clusters Score -1460254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1460265.125000 Penalty: 4589.400879
	Iteration 72Q: 3 clusters Score -1460265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1460274.625000 Penalty: 4589.400879
	Iteration 73Q: 3 clusters Score -1460275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1460278.125000 Penalty: 4589.400879
	Iteration 74Q: 3 clusters Score -1460278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1460286.000000 Penalty: 4589.400879
	Iteration 75Q: 3 clusters Score -1460286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1460287.125000 Penalty: 4589.400879
	Iteration 76Q: 3 clusters Score -1460287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1460288.250000 Penalty: 4589.400879
	Iteration 77Q: 3 clusters Score -1460288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1460288.875000 Penalty: 4589.400879
	Iteration 78Q: 3 clusters Score -1460289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1460291.125000 Penalty: 4589.400879
	Iteration 79Q: 3 clusters Score -1460291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1460296.125000 Penalty: 4589.400879
	Iteration 80F: 3 clusters Score -1460296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1460297.500000 Penalty: 4589.400879
	Iteration 81Q: 3 clusters Score -1460298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1460296.625000 Penalty: 4589.400879
	Iteration 82Q: 3 clusters Score -1460297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1460300.000000 Penalty: 4589.400879
	Iteration 83Q: 3 clusters Score -1460300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1460296.375000 Penalty: 4589.400879
	Iteration 84Q: 3 clusters Score -1460296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1460298.875000 Penalty: 4589.400879
	Iteration 85Q: 3 clusters Score -1460299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1460301.000000 Penalty: 4589.400879
	Iteration 86Q: 3 clusters Score -1460301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1460301.750000 Penalty: 4589.400879
	Iteration 87Q: 3 clusters Score -1460302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1460300.250000 Penalty: 4589.400879
	Iteration 88Q: 3 clusters Score -1460300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1460300.250000 Penalty: 4589.400879
	Iteration 89F: 3 clusters Score -1460300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -939799.187500 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -939799.2 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 3674 members 
Entering Unmasked Estep 
Score: -934045.000000 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -934045 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -936444.000000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -936444 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -937476.562500 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -937476.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -938310.500000 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -938310.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -939053.187500 Penalty: 4408.207520
	Iteration 4F: 3 clusters Score -939053.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -939739.562500 Penalty: 4408.207520
	Iteration 5F: 3 clusters Score -939739.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -940272.312500 Penalty: 4408.207520
	Iteration 6F: 3 clusters Score -940272.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -940589.750000 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -940589.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -940748.250000 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -940748.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -940845.125000 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -940845.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -940913.875000 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -940913.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -940968.875000 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -940968.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -941018.812500 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -941018.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -941071.187500 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -941071.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -941106.937500 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -941106.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -941135.375000 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -941135.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -941147.312500 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -941147.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -941158.812500 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -941158.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -941168.312500 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -941168.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -941170.687500 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -941170.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -941172.125000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -941172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -941177.187500 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -941177.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -941178.312500 Penalty: 4408.207520
	Iteration 22Q: 3 clusters Score -941178.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -941184.000000 Penalty: 4408.207520
	Iteration 23Q: 3 clusters Score -941184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -941186.312500 Penalty: 4408.207520
	Iteration 24Q: 3 clusters Score -941186.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -941190.375000 Penalty: 4408.207520
	Iteration 25Q: 3 clusters Score -941190.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -941194.562500 Penalty: 4408.207520
	Iteration 26Q: 3 clusters Score -941194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -941195.250000 Penalty: 4408.207520
	Iteration 27Q: 3 clusters Score -941195.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -941197.375000 Penalty: 4408.207520
	Iteration 28Q: 3 clusters Score -941197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -941196.437500 Penalty: 4408.207520
	Iteration 29Q: 3 clusters Score -941196.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -941196.312500 Penalty: 4408.207520
	Iteration 30Q: 3 clusters Score -941196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -941196.312500 Penalty: 4408.207520
	Iteration 31F: 3 clusters Score -941196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 13322 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 10201 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Entering Unmasked Estep 
Score: -114997496.000000 Penalty: 114641.820312
Splitting cluster 8 changes total score from -114997424.000000 to -114997496.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 9 (100145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Entering Unmasked Estep 
Score: -14264168.000000 Penalty: 2855.564941
	Iteration 0F: 2 clusters Score -1.426417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -14197318.000000 Penalty: 5711.129883
	Iteration 0F: 3 clusters Score -1.419732e+07 nChanged 47538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -14224859.000000 Penalty: 5711.129883
	Iteration 1F: 3 clusters Score -1.422486e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -14226072.000000 Penalty: 5711.129883
	Iteration 2Q: 3 clusters Score -1.422607e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -14227572.000000 Penalty: 5711.129883
	Iteration 3Q: 3 clusters Score -1.422757e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -14229230.000000 Penalty: 5711.129883
	Iteration 4Q: 3 clusters Score -1.422923e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -14231019.000000 Penalty: 5711.129883
	Iteration 5Q: 3 clusters Score -1.423102e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -14233037.000000 Penalty: 5711.129883
	Iteration 6Q: 3 clusters Score -1.423304e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -14235299.000000 Penalty: 5711.129883
	Iteration 7Q: 3 clusters Score -1.42353e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -14237514.000000 Penalty: 5711.129883
	Iteration 8Q: 3 clusters Score -1.423751e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 66738 members 
Entering Unmasked Estep 
Score: -14239916.000000 Penalty: 5711.129883
	Iteration 9Q: 3 clusters Score -1.423992e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 71208 members 
Entering Unmasked Estep 
Score: -14242647.000000 Penalty: 5711.129883
	Iteration 10F: 3 clusters Score -1.424265e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -14245678.000000 Penalty: 5711.129883
	Iteration 11F: 3 clusters Score -1.424568e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -14249529.000000 Penalty: 5711.129883
	Iteration 12F: 3 clusters Score -1.424953e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -14253323.000000 Penalty: 5711.129883
	Iteration 13F: 3 clusters Score -1.425332e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 91443 members 
Entering Unmasked Estep 
Score: -14256537.000000 Penalty: 5711.129883
	Iteration 14Q: 3 clusters Score -1.425654e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 94666 members 
Entering Unmasked Estep 
Score: -14259000.000000 Penalty: 5711.129883
	Iteration 15Q: 3 clusters Score -1.4259e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 96697 members 
Entering Unmasked Estep 
Score: -14260487.000000 Penalty: 5711.129883
	Iteration 16Q: 3 clusters Score -1.426049e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -14261256.000000 Penalty: 5711.129883
	Iteration 17Q: 3 clusters Score -1.426126e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -14261670.000000 Penalty: 5711.129883
	Iteration 18Q: 3 clusters Score -1.426167e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -14261964.000000 Penalty: 5711.129883
	Iteration 19Q: 3 clusters Score -1.426196e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -14262113.000000 Penalty: 5711.129883
	Iteration 20F: 3 clusters Score -1.426211e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -14262205.000000 Penalty: 5711.129883
	Iteration 21Q: 3 clusters Score -1.42622e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -14262232.000000 Penalty: 5711.129883
	Iteration 22Q: 3 clusters Score -1.426223e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 99213 members 
Entering Unmasked Estep 
Score: -14262295.000000 Penalty: 5711.129883
	Iteration 23Q: 3 clusters Score -1.42623e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -14262326.000000 Penalty: 5711.129883
	Iteration 24Q: 3 clusters Score -1.426233e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 99239 members 
Entering Unmasked Estep 
Score: -14262381.000000 Penalty: 5711.129883
	Iteration 25Q: 3 clusters Score -1.426238e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 99250 members 
Entering Unmasked Estep 
Score: -14262404.000000 Penalty: 5711.129883
	Iteration 26Q: 3 clusters Score -1.42624e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -14262422.000000 Penalty: 5711.129883
	Iteration 27Q: 3 clusters Score -1.426242e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 99268 members 
Entering Unmasked Estep 
Score: -14262455.000000 Penalty: 5711.129883
	Iteration 28Q: 3 clusters Score -1.426246e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 99265 members 
Entering Unmasked Estep 
Score: -14262455.000000 Penalty: 5711.129883
	Iteration 29Q: 3 clusters Score -1.426246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262478.000000 Penalty: 5711.129883
	Iteration 30Q: 3 clusters Score -1.426248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262500.000000 Penalty: 5711.129883
	Iteration 31Q: 3 clusters Score -1.42625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 99255 members 
Entering Unmasked Estep 
Score: -14262518.000000 Penalty: 5711.129883
	Iteration 32Q: 3 clusters Score -1.426252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262530.000000 Penalty: 5711.129883
	Iteration 33Q: 3 clusters Score -1.426253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262520.000000 Penalty: 5711.129883
	Iteration 34Q: 3 clusters Score -1.426252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -14262526.000000 Penalty: 5711.129883
	Iteration 35Q: 3 clusters Score -1.426253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 99257 members 
Entering Unmasked Estep 
Score: -14262526.000000 Penalty: 5711.129883
	Iteration 36Q: 3 clusters Score -1.426253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262518.000000 Penalty: 5711.129883
	Iteration 37Q: 3 clusters Score -1.426252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -14262518.000000 Penalty: 5711.129883
	Iteration 38F: 3 clusters Score -1.426252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -1109565.500000 Penalty: 2213.644531
	Iteration 0F: 2 clusters Score -1109566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1103418.500000 Penalty: 4427.289062
	Iteration 0F: 3 clusters Score -1103418 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1105054.250000 Penalty: 4427.289062
	Iteration 1F: 3 clusters Score -1105054 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1105398.000000 Penalty: 4427.289062
	Iteration 2F: 3 clusters Score -1105398 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1105683.625000 Penalty: 4427.289062
	Iteration 3F: 3 clusters Score -1105684 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1105927.250000 Penalty: 4427.289062
	Iteration 4F: 3 clusters Score -1105927 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1106148.000000 Penalty: 4427.289062
	Iteration 5Q: 3 clusters Score -1106148 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1106377.625000 Penalty: 4427.289062
	Iteration 6Q: 3 clusters Score -1106378 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1106608.875000 Penalty: 4427.289062
	Iteration 7Q: 3 clusters Score -1106609 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1106828.000000 Penalty: 4427.289062
	Iteration 8Q: 3 clusters Score -1106828 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1107037.125000 Penalty: 4427.289062
	Iteration 9Q: 3 clusters Score -1107037 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1107211.750000 Penalty: 4427.289062
	Iteration 10Q: 3 clusters Score -1107212 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1107339.250000 Penalty: 4427.289062
	Iteration 11Q: 3 clusters Score -1107339 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1107459.250000 Penalty: 4427.289062
	Iteration 12Q: 3 clusters Score -1107459 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1107545.750000 Penalty: 4427.289062
	Iteration 13Q: 3 clusters Score -1107546 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1107621.250000 Penalty: 4427.289062
	Iteration 14Q: 3 clusters Score -1107621 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1107677.375000 Penalty: 4427.289062
	Iteration 15Q: 3 clusters Score -1107677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1107724.500000 Penalty: 4427.289062
	Iteration 16Q: 3 clusters Score -1107724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1107768.750000 Penalty: 4427.289062
	Iteration 17Q: 3 clusters Score -1107769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1107813.000000 Penalty: 4427.289062
	Iteration 18Q: 3 clusters Score -1107813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1107843.750000 Penalty: 4427.289062
	Iteration 19Q: 3 clusters Score -1107844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1107872.250000 Penalty: 4427.289062
	Iteration 20F: 3 clusters Score -1107872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1107884.875000 Penalty: 4427.289062
	Iteration 21Q: 3 clusters Score -1107885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1107892.125000 Penalty: 4427.289062
	Iteration 22Q: 3 clusters Score -1107892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1107896.875000 Penalty: 4427.289062
	Iteration 23Q: 3 clusters Score -1107897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1107897.000000 Penalty: 4427.289062
	Iteration 24Q: 3 clusters Score -1107897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1107897.875000 Penalty: 4427.289062
	Iteration 25Q: 3 clusters Score -1107898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1107897.875000 Penalty: 4427.289062
	Iteration 26F: 3 clusters Score -1107898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1902327.500000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1902328 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 6673 members 
Entering Unmasked Estep 
Score: -1892597.000000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1892597 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1895953.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1895954 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1896816.750000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1896817 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1897748.750000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1897749 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1898698.250000 Penalty: 4710.597656
	Iteration 4F: 3 clusters Score -1898698 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1899763.875000 Penalty: 4710.597656
	Iteration 5F: 3 clusters Score -1899764 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1900851.125000 Penalty: 4710.597656
	Iteration 6F: 3 clusters Score -1900851 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1901860.625000 Penalty: 4710.597656
	Iteration 7F: 3 clusters Score -1901861 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1902694.250000 Penalty: 4710.597656
	Iteration 8F: 3 clusters Score -1902694 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1903298.500000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1903298 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1903629.750000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1903630 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1903799.250000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1903799 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1903904.125000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1903904 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1903980.750000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1903981 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1904049.875000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1904050 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1904142.625000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1904143 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1904270.000000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1904270 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1904415.125000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1904415 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1904585.750000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1904586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1904727.875000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1904728 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1904849.750000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1904850 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1904929.625000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1904930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1904978.375000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1904978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1905002.625000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1905003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1905007.875000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1905008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1905010.375000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1905010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1905017.125000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1905017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1905022.625000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1905023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1905031.125000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1905031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1905037.875000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1905038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1905037.625000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1905038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1905040.000000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1905040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905042.375000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1905042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905040.875000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1905041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1905043.375000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1905043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905046.250000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1905046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905046.875000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1905047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1905049.000000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1905049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1905047.500000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1905048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905044.500000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1905044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1905040.500000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1905040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1905040.125000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1905040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1905040.500000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1905040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1905042.000000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1905042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1905043.500000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1905044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1905044.875000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1905045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1905045.375000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1905045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1905046.375000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1905046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1905045.375000 Penalty: 4710.597656
	Iteration 48Q: 3 clusters Score -1905045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905045.500000 Penalty: 4710.597656
	Iteration 49Q: 3 clusters Score -1905046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1905045.500000 Penalty: 4710.597656
	Iteration 50F: 3 clusters Score -1905046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 10201 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Entering Unmasked Estep 
Score: -114999192.000000 Penalty: 118013.640625
Splitting cluster 11 changes total score from -114997424.000000 to -114999192.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 12 (8421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Entering Unmasked Estep 
Score: -1254271.375000 Penalty: 2241.543945
	Iteration 0F: 2 clusters Score -1254271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1247642.250000 Penalty: 4483.087891
	Iteration 0F: 3 clusters Score -1247642 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1249575.625000 Penalty: 4483.087891
	Iteration 1F: 3 clusters Score -1249576 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1249947.250000 Penalty: 4483.087891
	Iteration 2F: 3 clusters Score -1249947 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1250209.000000 Penalty: 4483.087891
	Iteration 3F: 3 clusters Score -1250209 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1250465.625000 Penalty: 4483.087891
	Iteration 4F: 3 clusters Score -1250466 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1250686.250000 Penalty: 4483.087891
	Iteration 5Q: 3 clusters Score -1250686 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1250889.250000 Penalty: 4483.087891
	Iteration 6Q: 3 clusters Score -1250889 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1251071.875000 Penalty: 4483.087891
	Iteration 7Q: 3 clusters Score -1251072 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1251246.625000 Penalty: 4483.087891
	Iteration 8Q: 3 clusters Score -1251247 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1251407.250000 Penalty: 4483.087891
	Iteration 9Q: 3 clusters Score -1251407 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1251537.500000 Penalty: 4483.087891
	Iteration 10Q: 3 clusters Score -1251538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1251637.000000 Penalty: 4483.087891
	Iteration 11Q: 3 clusters Score -1251637 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1251728.000000 Penalty: 4483.087891
	Iteration 12Q: 3 clusters Score -1251728 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1251816.125000 Penalty: 4483.087891
	Iteration 13Q: 3 clusters Score -1251816 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1251896.875000 Penalty: 4483.087891
	Iteration 14Q: 3 clusters Score -1251897 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1251979.375000 Penalty: 4483.087891
	Iteration 15Q: 3 clusters Score -1251979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1252054.625000 Penalty: 4483.087891
	Iteration 16Q: 3 clusters Score -1252055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1252116.875000 Penalty: 4483.087891
	Iteration 17Q: 3 clusters Score -1252117 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1252185.000000 Penalty: 4483.087891
	Iteration 18Q: 3 clusters Score -1252185 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1252234.875000 Penalty: 4483.087891
	Iteration 19Q: 3 clusters Score -1252235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1252294.125000 Penalty: 4483.087891
	Iteration 20F: 3 clusters Score -1252294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1252351.750000 Penalty: 4483.087891
	Iteration 21Q: 3 clusters Score -1252352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1252405.750000 Penalty: 4483.087891
	Iteration 22Q: 3 clusters Score -1252406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1252450.000000 Penalty: 4483.087891
	Iteration 23Q: 3 clusters Score -1252450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1252508.000000 Penalty: 4483.087891
	Iteration 24Q: 3 clusters Score -1252508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1252573.875000 Penalty: 4483.087891
	Iteration 25Q: 3 clusters Score -1252574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1252638.375000 Penalty: 4483.087891
	Iteration 26Q: 3 clusters Score -1252638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1252703.625000 Penalty: 4483.087891
	Iteration 27Q: 3 clusters Score -1252704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1252753.875000 Penalty: 4483.087891
	Iteration 28Q: 3 clusters Score -1252754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1252789.250000 Penalty: 4483.087891
	Iteration 29Q: 3 clusters Score -1252789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1252818.500000 Penalty: 4483.087891
	Iteration 30Q: 3 clusters Score -1252818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1252839.750000 Penalty: 4483.087891
	Iteration 31Q: 3 clusters Score -1252840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1252853.875000 Penalty: 4483.087891
	Iteration 32Q: 3 clusters Score -1252854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1252864.125000 Penalty: 4483.087891
	Iteration 33Q: 3 clusters Score -1252864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1252872.500000 Penalty: 4483.087891
	Iteration 34Q: 3 clusters Score -1252872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1252879.625000 Penalty: 4483.087891
	Iteration 35Q: 3 clusters Score -1252880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1252885.500000 Penalty: 4483.087891
	Iteration 36Q: 3 clusters Score -1252886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1252886.625000 Penalty: 4483.087891
	Iteration 37Q: 3 clusters Score -1252887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1252889.500000 Penalty: 4483.087891
	Iteration 38Q: 3 clusters Score -1252890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1252890.625000 Penalty: 4483.087891
	Iteration 39Q: 3 clusters Score -1252891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1252893.125000 Penalty: 4483.087891
	Iteration 40F: 3 clusters Score -1252893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Entering Unmasked Estep 
Score: -2995990.500000 Penalty: 2460.281982
	Iteration 0F: 2 clusters Score -2995990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2981618.500000 Penalty: 4920.563965
	Iteration 0F: 3 clusters Score -2981618 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2986446.750000 Penalty: 4920.563965
	Iteration 1F: 3 clusters Score -2986447 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2986948.000000 Penalty: 4920.563965
	Iteration 2F: 3 clusters Score -2986948 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2987438.250000 Penalty: 4920.563965
	Iteration 3F: 3 clusters Score -2987438 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2987984.750000 Penalty: 4920.563965
	Iteration 4F: 3 clusters Score -2987985 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2988584.250000 Penalty: 4920.563965
	Iteration 5F: 3 clusters Score -2988584 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2989238.500000 Penalty: 4920.563965
	Iteration 6F: 3 clusters Score -2989238 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2989931.000000 Penalty: 4920.563965
	Iteration 7F: 3 clusters Score -2989931 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2990601.250000 Penalty: 4920.563965
	Iteration 8F: 3 clusters Score -2990601 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2991230.750000 Penalty: 4920.563965
	Iteration 9Q: 3 clusters Score -2991231 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2991852.750000 Penalty: 4920.563965
	Iteration 10Q: 3 clusters Score -2991853 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2992452.500000 Penalty: 4920.563965
	Iteration 11Q: 3 clusters Score -2992452 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2992914.250000 Penalty: 4920.563965
	Iteration 12Q: 3 clusters Score -2992914 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2993280.000000 Penalty: 4920.563965
	Iteration 13Q: 3 clusters Score -2993280 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2993516.500000 Penalty: 4920.563965
	Iteration 14Q: 3 clusters Score -2993516 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2993686.750000 Penalty: 4920.563965
	Iteration 15Q: 3 clusters Score -2993687 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2993804.750000 Penalty: 4920.563965
	Iteration 16Q: 3 clusters Score -2993805 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2993917.000000 Penalty: 4920.563965
	Iteration 17Q: 3 clusters Score -2993917 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2994000.750000 Penalty: 4920.563965
	Iteration 18Q: 3 clusters Score -2994001 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2994056.750000 Penalty: 4920.563965
	Iteration 19Q: 3 clusters Score -2994057 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2994104.250000 Penalty: 4920.563965
	Iteration 20F: 3 clusters Score -2994104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2994147.250000 Penalty: 4920.563965
	Iteration 21Q: 3 clusters Score -2994147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2994159.750000 Penalty: 4920.563965
	Iteration 22Q: 3 clusters Score -2994160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2994171.000000 Penalty: 4920.563965
	Iteration 23Q: 3 clusters Score -2994171 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2994168.750000 Penalty: 4920.563965
	Iteration 24Q: 3 clusters Score -2994169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2994182.750000 Penalty: 4920.563965
	Iteration 25Q: 3 clusters Score -2994183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2994203.000000 Penalty: 4920.563965
	Iteration 26Q: 3 clusters Score -2994203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2994215.500000 Penalty: 4920.563965
	Iteration 27Q: 3 clusters Score -2994216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2994228.750000 Penalty: 4920.563965
	Iteration 28Q: 3 clusters Score -2994229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2994238.250000 Penalty: 4920.563965
	Iteration 29Q: 3 clusters Score -2994238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -2994236.000000 Penalty: 4920.563965
	Iteration 30Q: 3 clusters Score -2994236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2994237.750000 Penalty: 4920.563965
	Iteration 31Q: 3 clusters Score -2994238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2994244.250000 Penalty: 4920.563965
	Iteration 32Q: 3 clusters Score -2994244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2994247.750000 Penalty: 4920.563965
	Iteration 33Q: 3 clusters Score -2994248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2994249.250000 Penalty: 4920.563965
	Iteration 34Q: 3 clusters Score -2994249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2994249.250000 Penalty: 4920.563965
	Iteration 35Q: 3 clusters Score -2994249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2994247.750000 Penalty: 4920.563965
	Iteration 36Q: 3 clusters Score -2994248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2994252.250000 Penalty: 4920.563965
	Iteration 37Q: 3 clusters Score -2994252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2994251.000000 Penalty: 4920.563965
	Iteration 38Q: 3 clusters Score -2994251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2994252.250000 Penalty: 4920.563965
	Iteration 39Q: 3 clusters Score -2994252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2994257.000000 Penalty: 4920.563965
	Iteration 40F: 3 clusters Score -2994257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2994260.750000 Penalty: 4920.563965
	Iteration 41Q: 3 clusters Score -2994261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2994264.000000 Penalty: 4920.563965
	Iteration 42Q: 3 clusters Score -2994264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2994269.750000 Penalty: 4920.563965
	Iteration 43Q: 3 clusters Score -2994270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2994265.750000 Penalty: 4920.563965
	Iteration 44Q: 3 clusters Score -2994266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2994264.500000 Penalty: 4920.563965
	Iteration 45Q: 3 clusters Score -2994264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2994264.500000 Penalty: 4920.563965
	Iteration 46F: 3 clusters Score -2994264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Entering Unmasked Estep 
Score: -1511000.500000 Penalty: 2289.099609
	Iteration 0F: 2 clusters Score -1511000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1503256.625000 Penalty: 4578.199219
	Iteration 0F: 3 clusters Score -1503257 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1505583.750000 Penalty: 4578.199219
	Iteration 1F: 3 clusters Score -1505584 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1505981.875000 Penalty: 4578.199219
	Iteration 2F: 3 clusters Score -1505982 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1506322.500000 Penalty: 4578.199219
	Iteration 3F: 3 clusters Score -1506322 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1506603.875000 Penalty: 4578.199219
	Iteration 4Q: 3 clusters Score -1506604 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1506889.250000 Penalty: 4578.199219
	Iteration 5Q: 3 clusters Score -1506889 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1507174.250000 Penalty: 4578.199219
	Iteration 6Q: 3 clusters Score -1507174 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1507435.000000 Penalty: 4578.199219
	Iteration 7Q: 3 clusters Score -1507435 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1507675.500000 Penalty: 4578.199219
	Iteration 8Q: 3 clusters Score -1507676 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1507940.875000 Penalty: 4578.199219
	Iteration 9Q: 3 clusters Score -1507941 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1508228.500000 Penalty: 4578.199219
	Iteration 10Q: 3 clusters Score -1508228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1508594.625000 Penalty: 4578.199219
	Iteration 11Q: 3 clusters Score -1508595 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1509037.750000 Penalty: 4578.199219
	Iteration 12Q: 3 clusters Score -1509038 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1509598.000000 Penalty: 4578.199219
	Iteration 13Q: 3 clusters Score -1509598 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1510339.875000 Penalty: 4578.199219
	Iteration 14Q: 3 clusters Score -1510340 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1510943.625000 Penalty: 4578.199219
	Iteration 15Q: 3 clusters Score -1510944 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1511130.000000 Penalty: 4578.199219
	Iteration 16Q: 3 clusters Score -1511130 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1511172.625000 Penalty: 4578.199219
	Iteration 17Q: 3 clusters Score -1511173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1511185.125000 Penalty: 4578.199219
	Iteration 18Q: 3 clusters Score -1511185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1511190.000000 Penalty: 4578.199219
	Iteration 19Q: 3 clusters Score -1511190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1511195.125000 Penalty: 4578.199219
	Iteration 20F: 3 clusters Score -1511195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1511196.750000 Penalty: 4578.199219
	Iteration 21Q: 3 clusters Score -1511197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1511195.625000 Penalty: 4578.199219
	Iteration 22Q: 3 clusters Score -1511196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1511195.625000 Penalty: 4578.199219
	Iteration 23F: 3 clusters Score -1511196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Entering Unmasked Estep 
Score: -114998128.000000 Penalty: 121385.460938
Splitting cluster 14 changes total score from -114997424.000000 to -114998128.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (10558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Entering Unmasked Estep 
Score: -1573352.875000 Penalty: 2297.630371
	Iteration 0F: 2 clusters Score -1573353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1565308.000000 Penalty: 4595.260742
	Iteration 0F: 3 clusters Score -1565308 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1568106.125000 Penalty: 4595.260742
	Iteration 1F: 3 clusters Score -1568106 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1568802.625000 Penalty: 4595.260742
	Iteration 2F: 3 clusters Score -1568803 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1569415.250000 Penalty: 4595.260742
	Iteration 3F: 3 clusters Score -1569415 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1570142.625000 Penalty: 4595.260742
	Iteration 4F: 3 clusters Score -1570143 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1571186.000000 Penalty: 4595.260742
	Iteration 5F: 3 clusters Score -1571186 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1572282.250000 Penalty: 4595.260742
	Iteration 6F: 3 clusters Score -1572282 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1572834.125000 Penalty: 4595.260742
	Iteration 7F: 3 clusters Score -1572834 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1573124.000000 Penalty: 4595.260742
	Iteration 8Q: 3 clusters Score -1573124 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1573288.125000 Penalty: 4595.260742
	Iteration 9Q: 3 clusters Score -1573288 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1573381.625000 Penalty: 4595.260742
	Iteration 10Q: 3 clusters Score -1573382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1573437.875000 Penalty: 4595.260742
	Iteration 11Q: 3 clusters Score -1573438 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1573468.000000 Penalty: 4595.260742
	Iteration 12Q: 3 clusters Score -1573468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1573484.000000 Penalty: 4595.260742
	Iteration 13Q: 3 clusters Score -1573484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1573494.500000 Penalty: 4595.260742
	Iteration 14Q: 3 clusters Score -1573494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1573498.875000 Penalty: 4595.260742
	Iteration 15Q: 3 clusters Score -1573499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1573502.875000 Penalty: 4595.260742
	Iteration 16Q: 3 clusters Score -1573503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1573507.625000 Penalty: 4595.260742
	Iteration 17Q: 3 clusters Score -1573508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1573509.125000 Penalty: 4595.260742
	Iteration 18Q: 3 clusters Score -1573509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1573509.750000 Penalty: 4595.260742
	Iteration 19Q: 3 clusters Score -1573510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1573509.500000 Penalty: 4595.260742
	Iteration 20F: 3 clusters Score -1573510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1573510.375000 Penalty: 4595.260742
	Iteration 21Q: 3 clusters Score -1573510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1573510.125000 Penalty: 4595.260742
	Iteration 22Q: 3 clusters Score -1573510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1573512.250000 Penalty: 4595.260742
	Iteration 23Q: 3 clusters Score -1573512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1573512.625000 Penalty: 4595.260742
	Iteration 24Q: 3 clusters Score -1573513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1573511.250000 Penalty: 4595.260742
	Iteration 25Q: 3 clusters Score -1573511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1573518.125000 Penalty: 4595.260742
	Iteration 26Q: 3 clusters Score -1573518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1573518.125000 Penalty: 4595.260742
	Iteration 27Q: 3 clusters Score -1573518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1573516.375000 Penalty: 4595.260742
	Iteration 28Q: 3 clusters Score -1573516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1573514.625000 Penalty: 4595.260742
	Iteration 29Q: 3 clusters Score -1573515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1573515.500000 Penalty: 4595.260742
	Iteration 30Q: 3 clusters Score -1573516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1573515.000000 Penalty: 4595.260742
	Iteration 31Q: 3 clusters Score -1573515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1573519.125000 Penalty: 4595.260742
	Iteration 32Q: 3 clusters Score -1573519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1573518.625000 Penalty: 4595.260742
	Iteration 33Q: 3 clusters Score -1573519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1573518.625000 Penalty: 4595.260742
	Iteration 34F: 3 clusters Score -1573519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 2256 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 8302 members 
Entering Unmasked Estep 
Score: -114997192.000000 Penalty: 124757.281250
Splitting cluster 15 changes total score from -114997424.000000 to -114997192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (39740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Entering Unmasked Estep 
Score: -5933072.500000 Penalty: 2626.348145
	Iteration 0F: 2 clusters Score -5933072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -5906231.000000 Penalty: 5252.696289
	Iteration 0F: 3 clusters Score -5906231 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -5916274.500000 Penalty: 5252.696289
	Iteration 1F: 3 clusters Score -5916274 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5916913.000000 Penalty: 5252.696289
	Iteration 2Q: 3 clusters Score -5916913 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5917666.500000 Penalty: 5252.696289
	Iteration 3Q: 3 clusters Score -5917666 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -5918653.000000 Penalty: 5252.696289
	Iteration 4F: 3 clusters Score -5918653 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -5919978.500000 Penalty: 5252.696289
	Iteration 5F: 3 clusters Score -5919978 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -5921600.500000 Penalty: 5252.696289
	Iteration 6F: 3 clusters Score -5921600 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -5923289.000000 Penalty: 5252.696289
	Iteration 7F: 3 clusters Score -5923289 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -5924971.500000 Penalty: 5252.696289
	Iteration 8F: 3 clusters Score -5924972 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -5926392.500000 Penalty: 5252.696289
	Iteration 9F: 3 clusters Score -5926392 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -5927466.500000 Penalty: 5252.696289
	Iteration 10Q: 3 clusters Score -5927466 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5928296.000000 Penalty: 5252.696289
	Iteration 11Q: 3 clusters Score -5928296 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5928915.500000 Penalty: 5252.696289
	Iteration 12Q: 3 clusters Score -5928916 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5929423.500000 Penalty: 5252.696289
	Iteration 13Q: 3 clusters Score -5929424 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5929785.000000 Penalty: 5252.696289
	Iteration 14Q: 3 clusters Score -5929785 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5930096.500000 Penalty: 5252.696289
	Iteration 15Q: 3 clusters Score -5930096 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5930274.000000 Penalty: 5252.696289
	Iteration 16Q: 3 clusters Score -5930274 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5930434.500000 Penalty: 5252.696289
	Iteration 17Q: 3 clusters Score -5930434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5930502.500000 Penalty: 5252.696289
	Iteration 18Q: 3 clusters Score -5930502 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5930599.500000 Penalty: 5252.696289
	Iteration 19Q: 3 clusters Score -5930600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5930669.500000 Penalty: 5252.696289
	Iteration 20F: 3 clusters Score -5930670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5930722.000000 Penalty: 5252.696289
	Iteration 21Q: 3 clusters Score -5930722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5930745.500000 Penalty: 5252.696289
	Iteration 22Q: 3 clusters Score -5930746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5930769.000000 Penalty: 5252.696289
	Iteration 23Q: 3 clusters Score -5930769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5930783.000000 Penalty: 5252.696289
	Iteration 24Q: 3 clusters Score -5930783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5930795.000000 Penalty: 5252.696289
	Iteration 25Q: 3 clusters Score -5930795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5930809.000000 Penalty: 5252.696289
	Iteration 26Q: 3 clusters Score -5930809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5930828.500000 Penalty: 5252.696289
	Iteration 27Q: 3 clusters Score -5930828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5930848.500000 Penalty: 5252.696289
	Iteration 28Q: 3 clusters Score -5930848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5930855.000000 Penalty: 5252.696289
	Iteration 29Q: 3 clusters Score -5930855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5930862.500000 Penalty: 5252.696289
	Iteration 30Q: 3 clusters Score -5930862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5930868.500000 Penalty: 5252.696289
	Iteration 31Q: 3 clusters Score -5930868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5930869.500000 Penalty: 5252.696289
	Iteration 32Q: 3 clusters Score -5930870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5930873.000000 Penalty: 5252.696289
	Iteration 33Q: 3 clusters Score -5930873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5930878.000000 Penalty: 5252.696289
	Iteration 34Q: 3 clusters Score -5930878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5930878.000000 Penalty: 5252.696289
	Iteration 35Q: 3 clusters Score -5930878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5930881.000000 Penalty: 5252.696289
	Iteration 36Q: 3 clusters Score -5930881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5930879.500000 Penalty: 5252.696289
	Iteration 37Q: 3 clusters Score -5930880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5930884.500000 Penalty: 5252.696289
	Iteration 38Q: 3 clusters Score -5930884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5930882.000000 Penalty: 5252.696289
	Iteration 39Q: 3 clusters Score -5930882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5930889.000000 Penalty: 5252.696289
	Iteration 40F: 3 clusters Score -5930889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5930887.500000 Penalty: 5252.696289
	Iteration 41Q: 3 clusters Score -5930888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5930891.000000 Penalty: 5252.696289
	Iteration 42Q: 3 clusters Score -5930891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5930896.000000 Penalty: 5252.696289
	Iteration 43Q: 3 clusters Score -5930896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5930899.500000 Penalty: 5252.696289
	Iteration 44Q: 3 clusters Score -5930900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5930899.000000 Penalty: 5252.696289
	Iteration 45Q: 3 clusters Score -5930899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5930897.000000 Penalty: 5252.696289
	Iteration 46Q: 3 clusters Score -5930897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5930897.000000 Penalty: 5252.696289
	Iteration 47F: 3 clusters Score -5930897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Entering Unmasked Estep 
Score: -3322766.500000 Penalty: 2485.550537
	Iteration 0F: 2 clusters Score -3322766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3307217.500000 Penalty: 4971.101074
	Iteration 0F: 3 clusters Score -3307218 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3312535.000000 Penalty: 4971.101074
	Iteration 1F: 3 clusters Score -3312535 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3312913.500000 Penalty: 4971.101074
	Iteration 2F: 3 clusters Score -3312914 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3313173.250000 Penalty: 4971.101074
	Iteration 3Q: 3 clusters Score -3313173 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3313398.750000 Penalty: 4971.101074
	Iteration 4Q: 3 clusters Score -3313399 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3313583.500000 Penalty: 4971.101074
	Iteration 5Q: 3 clusters Score -3313584 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3313794.250000 Penalty: 4971.101074
	Iteration 6Q: 3 clusters Score -3313794 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3313987.000000 Penalty: 4971.101074
	Iteration 7Q: 3 clusters Score -3313987 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3314171.500000 Penalty: 4971.101074
	Iteration 8Q: 3 clusters Score -3314172 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3314372.750000 Penalty: 4971.101074
	Iteration 9Q: 3 clusters Score -3314373 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3314577.500000 Penalty: 4971.101074
	Iteration 10Q: 3 clusters Score -3314578 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3314798.250000 Penalty: 4971.101074
	Iteration 11Q: 3 clusters Score -3314798 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3314985.500000 Penalty: 4971.101074
	Iteration 12Q: 3 clusters Score -3314986 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3315226.750000 Penalty: 4971.101074
	Iteration 13Q: 3 clusters Score -3315227 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3315552.750000 Penalty: 4971.101074
	Iteration 14Q: 3 clusters Score -3315553 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3315911.250000 Penalty: 4971.101074
	Iteration 15Q: 3 clusters Score -3315911 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3316346.750000 Penalty: 4971.101074
	Iteration 16Q: 3 clusters Score -3316347 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3316757.250000 Penalty: 4971.101074
	Iteration 17Q: 3 clusters Score -3316757 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3317120.250000 Penalty: 4971.101074
	Iteration 18Q: 3 clusters Score -3317120 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3317436.000000 Penalty: 4971.101074
	Iteration 19Q: 3 clusters Score -3317436 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3317723.750000 Penalty: 4971.101074
	Iteration 20F: 3 clusters Score -3317724 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3317945.250000 Penalty: 4971.101074
	Iteration 21Q: 3 clusters Score -3317945 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3318164.750000 Penalty: 4971.101074
	Iteration 22Q: 3 clusters Score -3318165 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3318324.750000 Penalty: 4971.101074
	Iteration 23Q: 3 clusters Score -3318325 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3318473.000000 Penalty: 4971.101074
	Iteration 24Q: 3 clusters Score -3318473 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3318611.250000 Penalty: 4971.101074
	Iteration 25Q: 3 clusters Score -3318611 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3318742.000000 Penalty: 4971.101074
	Iteration 26Q: 3 clusters Score -3318742 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -3318861.750000 Penalty: 4971.101074
	Iteration 27Q: 3 clusters Score -3318862 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -3318971.500000 Penalty: 4971.101074
	Iteration 28Q: 3 clusters Score -3318972 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -3319107.000000 Penalty: 4971.101074
	Iteration 29Q: 3 clusters Score -3319107 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3319269.000000 Penalty: 4971.101074
	Iteration 30Q: 3 clusters Score -3319269 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3319489.750000 Penalty: 4971.101074
	Iteration 31Q: 3 clusters Score -3319490 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3319686.750000 Penalty: 4971.101074
	Iteration 32Q: 3 clusters Score -3319687 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3319889.000000 Penalty: 4971.101074
	Iteration 33Q: 3 clusters Score -3319889 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3320061.500000 Penalty: 4971.101074
	Iteration 34Q: 3 clusters Score -3320062 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -3320212.250000 Penalty: 4971.101074
	Iteration 35Q: 3 clusters Score -3320212 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3320327.750000 Penalty: 4971.101074
	Iteration 36Q: 3 clusters Score -3320328 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3320421.000000 Penalty: 4971.101074
	Iteration 37Q: 3 clusters Score -3320421 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3320493.500000 Penalty: 4971.101074
	Iteration 38Q: 3 clusters Score -3320494 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3320532.750000 Penalty: 4971.101074
	Iteration 39Q: 3 clusters Score -3320533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3320580.000000 Penalty: 4971.101074
	Iteration 40F: 3 clusters Score -3320580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3320592.000000 Penalty: 4971.101074
	Iteration 41Q: 3 clusters Score -3320592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3320621.250000 Penalty: 4971.101074
	Iteration 42Q: 3 clusters Score -3320621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3320633.000000 Penalty: 4971.101074
	Iteration 43Q: 3 clusters Score -3320633 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3320655.250000 Penalty: 4971.101074
	Iteration 44Q: 3 clusters Score -3320655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3320667.000000 Penalty: 4971.101074
	Iteration 45Q: 3 clusters Score -3320667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3320669.000000 Penalty: 4971.101074
	Iteration 46Q: 3 clusters Score -3320669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3320680.500000 Penalty: 4971.101074
	Iteration 47Q: 3 clusters Score -3320680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -3320676.500000 Penalty: 4971.101074
	Iteration 48Q: 3 clusters Score -3320676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3320679.250000 Penalty: 4971.101074
	Iteration 49Q: 3 clusters Score -3320679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3320691.750000 Penalty: 4971.101074
	Iteration 50Q: 3 clusters Score -3320692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3320697.500000 Penalty: 4971.101074
	Iteration 51Q: 3 clusters Score -3320698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -3320705.250000 Penalty: 4971.101074
	Iteration 52Q: 3 clusters Score -3320705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -3320714.000000 Penalty: 4971.101074
	Iteration 53Q: 3 clusters Score -3320714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3320724.000000 Penalty: 4971.101074
	Iteration 54Q: 3 clusters Score -3320724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -3320717.500000 Penalty: 4971.101074
	Iteration 55Q: 3 clusters Score -3320718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3320731.750000 Penalty: 4971.101074
	Iteration 56Q: 3 clusters Score -3320732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3320731.750000 Penalty: 4971.101074
	Iteration 57Q: 3 clusters Score -3320732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -3320740.000000 Penalty: 4971.101074
	Iteration 58Q: 3 clusters Score -3320740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3320746.000000 Penalty: 4971.101074
	Iteration 59Q: 3 clusters Score -3320746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3320750.500000 Penalty: 4971.101074
	Iteration 60F: 3 clusters Score -3320750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3320756.750000 Penalty: 4971.101074
	Iteration 61Q: 3 clusters Score -3320757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3320753.500000 Penalty: 4971.101074
	Iteration 62Q: 3 clusters Score -3320754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3320752.250000 Penalty: 4971.101074
	Iteration 63Q: 3 clusters Score -3320752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3320756.000000 Penalty: 4971.101074
	Iteration 64Q: 3 clusters Score -3320756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3320755.750000 Penalty: 4971.101074
	Iteration 65Q: 3 clusters Score -3320756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -3320759.750000 Penalty: 4971.101074
	Iteration 66Q: 3 clusters Score -3320760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3320766.250000 Penalty: 4971.101074
	Iteration 67Q: 3 clusters Score -3320766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -3320768.500000 Penalty: 4971.101074
	Iteration 68Q: 3 clusters Score -3320768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -3320773.500000 Penalty: 4971.101074
	Iteration 69Q: 3 clusters Score -3320774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3320773.250000 Penalty: 4971.101074
	Iteration 70Q: 3 clusters Score -3320773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3320776.000000 Penalty: 4971.101074
	Iteration 71Q: 3 clusters Score -3320776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3320780.000000 Penalty: 4971.101074
	Iteration 72Q: 3 clusters Score -3320780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3320778.000000 Penalty: 4971.101074
	Iteration 73Q: 3 clusters Score -3320778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3320779.250000 Penalty: 4971.101074
	Iteration 74Q: 3 clusters Score -3320779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -3320779.250000 Penalty: 4971.101074
	Iteration 75F: 3 clusters Score -3320779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -147235.296875 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -147235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145586.703125 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -145586.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -146807.484375 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -146807.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147667.906250 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -147667.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -148044.593750 Penalty: 3516.264404
	Iteration 3F: 3 clusters Score -148044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -148116.718750 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -148116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -148135.687500 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -148135.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -148138.968750 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -148139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -148142.234375 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -148142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -148162.046875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -148162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -148171.328125 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -148171.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -148174.718750 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -148174.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -148177.046875 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -148177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -148177.046875 Penalty: 3516.264404
	Iteration 12F: 3 clusters Score -148177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 275 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 924 members 
Entering Unmasked Estep 
Score: -114997240.000000 Penalty: 124757.281250
Splitting cluster 18 changes total score from -114997424.000000 to -114997240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Entering Unmasked Estep 
Score: -2575595.000000 Penalty: 2439.582764
	Iteration 0F: 2 clusters Score -2575595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2562346.750000 Penalty: 4879.165527
	Iteration 0F: 3 clusters Score -2562347 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2567059.000000 Penalty: 4879.165527
	Iteration 1F: 3 clusters Score -2567059 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2567857.000000 Penalty: 4879.165527
	Iteration 2F: 3 clusters Score -2567857 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2568673.500000 Penalty: 4879.165527
	Iteration 3F: 3 clusters Score -2568674 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2569525.000000 Penalty: 4879.165527
	Iteration 4F: 3 clusters Score -2569525 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2570362.750000 Penalty: 4879.165527
	Iteration 5F: 3 clusters Score -2570363 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2571146.250000 Penalty: 4879.165527
	Iteration 6F: 3 clusters Score -2571146 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2571831.500000 Penalty: 4879.165527
	Iteration 7F: 3 clusters Score -2571832 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2572386.750000 Penalty: 4879.165527
	Iteration 8Q: 3 clusters Score -2572387 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2572766.250000 Penalty: 4879.165527
	Iteration 9Q: 3 clusters Score -2572766 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2573018.750000 Penalty: 4879.165527
	Iteration 10Q: 3 clusters Score -2573019 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2573170.000000 Penalty: 4879.165527
	Iteration 11Q: 3 clusters Score -2573170 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2573253.500000 Penalty: 4879.165527
	Iteration 12Q: 3 clusters Score -2573254 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2573314.500000 Penalty: 4879.165527
	Iteration 13Q: 3 clusters Score -2573314 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2573352.250000 Penalty: 4879.165527
	Iteration 14Q: 3 clusters Score -2573352 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2573374.750000 Penalty: 4879.165527
	Iteration 15Q: 3 clusters Score -2573375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2573403.000000 Penalty: 4879.165527
	Iteration 16Q: 3 clusters Score -2573403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2573429.500000 Penalty: 4879.165527
	Iteration 17Q: 3 clusters Score -2573430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2573449.500000 Penalty: 4879.165527
	Iteration 18Q: 3 clusters Score -2573450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2573454.000000 Penalty: 4879.165527
	Iteration 19Q: 3 clusters Score -2573454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2573459.500000 Penalty: 4879.165527
	Iteration 20F: 3 clusters Score -2573460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2573461.000000 Penalty: 4879.165527
	Iteration 21Q: 3 clusters Score -2573461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2573464.000000 Penalty: 4879.165527
	Iteration 22Q: 3 clusters Score -2573464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2573472.250000 Penalty: 4879.165527
	Iteration 23Q: 3 clusters Score -2573472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2573468.750000 Penalty: 4879.165527
	Iteration 24Q: 3 clusters Score -2573469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2573476.000000 Penalty: 4879.165527
	Iteration 25Q: 3 clusters Score -2573476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2573472.500000 Penalty: 4879.165527
	Iteration 26Q: 3 clusters Score -2573472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2573465.000000 Penalty: 4879.165527
	Iteration 27Q: 3 clusters Score -2573465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2573466.500000 Penalty: 4879.165527
	Iteration 28Q: 3 clusters Score -2573466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2573468.000000 Penalty: 4879.165527
	Iteration 29Q: 3 clusters Score -2573468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2573470.500000 Penalty: 4879.165527
	Iteration 30Q: 3 clusters Score -2573470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2573470.500000 Penalty: 4879.165527
	Iteration 31Q: 3 clusters Score -2573470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2573471.250000 Penalty: 4879.165527
	Iteration 32Q: 3 clusters Score -2573471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2573471.500000 Penalty: 4879.165527
	Iteration 33Q: 3 clusters Score -2573472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2573471.250000 Penalty: 4879.165527
	Iteration 34Q: 3 clusters Score -2573471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2573471.250000 Penalty: 4879.165527
	Iteration 35F: 3 clusters Score -2573471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -336089.406250 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -336089.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -333249.468750 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -333249.5 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -334861.781250 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -334861.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -336825.031250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -336825 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -338008.593750 Penalty: 3899.989502
	Iteration 3F: 3 clusters Score -338008.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338459.406250 Penalty: 3899.989502
	Iteration 4F: 3 clusters Score -338459.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -338589.531250 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -338589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -338633.062500 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -338633.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -338655.406250 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -338655.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -338669.781250 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -338669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -338678.906250 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -338678.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -338683.125000 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -338683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -338696.343750 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -338696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -338709.843750 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -338709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -338722.156250 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -338722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -338731.937500 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -338731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -338743.343750 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -338743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -338753.343750 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -338753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -338769.812500 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -338769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -338775.937500 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -338775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -338775.937500 Penalty: 3899.989502
	Iteration 19F: 3 clusters Score -338775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Entering Unmasked Estep 
Score: -114999384.000000 Penalty: 124757.281250
Splitting cluster 20 changes total score from -114997424.000000 to -114999384.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (81584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81584 members 
Entering Unmasked Estep 
Score: -12332673.000000 Penalty: 2804.728271
	Iteration 0F: 2 clusters Score -1.233267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -12277862.000000 Penalty: 5609.456543
	Iteration 0F: 3 clusters Score -1.227786e+07 nChanged 38211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -12299651.000000 Penalty: 5609.456543
	Iteration 1F: 3 clusters Score -1.229965e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -12300277.000000 Penalty: 5609.456543
	Iteration 2Q: 3 clusters Score -1.230028e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -12300884.000000 Penalty: 5609.456543
	Iteration 3Q: 3 clusters Score -1.230088e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -12301606.000000 Penalty: 5609.456543
	Iteration 4Q: 3 clusters Score -1.230161e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -12302300.000000 Penalty: 5609.456543
	Iteration 5Q: 3 clusters Score -1.23023e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -12303174.000000 Penalty: 5609.456543
	Iteration 6Q: 3 clusters Score -1.230317e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -12304117.000000 Penalty: 5609.456543
	Iteration 7Q: 3 clusters Score -1.230412e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -12305094.000000 Penalty: 5609.456543
	Iteration 8Q: 3 clusters Score -1.230509e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -12306348.000000 Penalty: 5609.456543
	Iteration 9Q: 3 clusters Score -1.230635e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -12308026.000000 Penalty: 5609.456543
	Iteration 10Q: 3 clusters Score -1.230803e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -12310475.000000 Penalty: 5609.456543
	Iteration 11Q: 3 clusters Score -1.231048e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -12313418.000000 Penalty: 5609.456543
	Iteration 12F: 3 clusters Score -1.231342e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -12315640.000000 Penalty: 5609.456543
	Iteration 13F: 3 clusters Score -1.231564e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -12316663.000000 Penalty: 5609.456543
	Iteration 14Q: 3 clusters Score -1.231666e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -12317099.000000 Penalty: 5609.456543
	Iteration 15Q: 3 clusters Score -1.23171e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -12317312.000000 Penalty: 5609.456543
	Iteration 16Q: 3 clusters Score -1.231731e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -12317427.000000 Penalty: 5609.456543
	Iteration 17Q: 3 clusters Score -1.231743e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -12317562.000000 Penalty: 5609.456543
	Iteration 18Q: 3 clusters Score -1.231756e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -12317656.000000 Penalty: 5609.456543
	Iteration 19Q: 3 clusters Score -1.231766e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -12317691.000000 Penalty: 5609.456543
	Iteration 20F: 3 clusters Score -1.231769e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -12317740.000000 Penalty: 5609.456543
	Iteration 21Q: 3 clusters Score -1.231774e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -12317805.000000 Penalty: 5609.456543
	Iteration 22Q: 3 clusters Score -1.23178e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -12317864.000000 Penalty: 5609.456543
	Iteration 23Q: 3 clusters Score -1.231786e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -12317953.000000 Penalty: 5609.456543
	Iteration 24Q: 3 clusters Score -1.231795e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -12318065.000000 Penalty: 5609.456543
	Iteration 25Q: 3 clusters Score -1.231806e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -12318213.000000 Penalty: 5609.456543
	Iteration 26Q: 3 clusters Score -1.231821e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -12318277.000000 Penalty: 5609.456543
	Iteration 27Q: 3 clusters Score -1.231828e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -12318336.000000 Penalty: 5609.456543
	Iteration 28Q: 3 clusters Score -1.231834e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -12318402.000000 Penalty: 5609.456543
	Iteration 29Q: 3 clusters Score -1.23184e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -12318467.000000 Penalty: 5609.456543
	Iteration 30Q: 3 clusters Score -1.231847e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -12318529.000000 Penalty: 5609.456543
	Iteration 31Q: 3 clusters Score -1.231853e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -12318593.000000 Penalty: 5609.456543
	Iteration 32Q: 3 clusters Score -1.231859e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -12318717.000000 Penalty: 5609.456543
	Iteration 33Q: 3 clusters Score -1.231872e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -12318735.000000 Penalty: 5609.456543
	Iteration 34Q: 3 clusters Score -1.231874e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -12318820.000000 Penalty: 5609.456543
	Iteration 35Q: 3 clusters Score -1.231882e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
Score: -12318897.000000 Penalty: 5609.456543
	Iteration 36Q: 3 clusters Score -1.23189e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -12318963.000000 Penalty: 5609.456543
	Iteration 37Q: 3 clusters Score -1.231896e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -12319020.000000 Penalty: 5609.456543
	Iteration 38Q: 3 clusters Score -1.231902e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -12319075.000000 Penalty: 5609.456543
	Iteration 39Q: 3 clusters Score -1.231908e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -12319145.000000 Penalty: 5609.456543
	Iteration 40F: 3 clusters Score -1.231914e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -12319175.000000 Penalty: 5609.456543
	Iteration 41Q: 3 clusters Score -1.231918e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -12319279.000000 Penalty: 5609.456543
	Iteration 42Q: 3 clusters Score -1.231928e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -12319318.000000 Penalty: 5609.456543
	Iteration 43Q: 3 clusters Score -1.231932e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -12319381.000000 Penalty: 5609.456543
	Iteration 44Q: 3 clusters Score -1.231938e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -12319509.000000 Penalty: 5609.456543
	Iteration 45Q: 3 clusters Score -1.231951e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -12319653.000000 Penalty: 5609.456543
	Iteration 46Q: 3 clusters Score -1.231965e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -12319677.000000 Penalty: 5609.456543
	Iteration 47Q: 3 clusters Score -1.231968e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -12319706.000000 Penalty: 5609.456543
	Iteration 48Q: 3 clusters Score -1.231971e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -12319804.000000 Penalty: 5609.456543
	Iteration 49Q: 3 clusters Score -1.23198e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -12319840.000000 Penalty: 5609.456543
	Iteration 50Q: 3 clusters Score -1.231984e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -12319916.000000 Penalty: 5609.456543
	Iteration 51Q: 3 clusters Score -1.231992e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -12320007.000000 Penalty: 5609.456543
	Iteration 52Q: 3 clusters Score -1.232001e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -12320157.000000 Penalty: 5609.456543
	Iteration 53Q: 3 clusters Score -1.232016e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -12320300.000000 Penalty: 5609.456543
	Iteration 54Q: 3 clusters Score -1.23203e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -12320482.000000 Penalty: 5609.456543
	Iteration 55Q: 3 clusters Score -1.232048e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -12320596.000000 Penalty: 5609.456543
	Iteration 56Q: 3 clusters Score -1.23206e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -12320707.000000 Penalty: 5609.456543
	Iteration 57Q: 3 clusters Score -1.232071e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -12320901.000000 Penalty: 5609.456543
	Iteration 58Q: 3 clusters Score -1.23209e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -12321042.000000 Penalty: 5609.456543
	Iteration 59Q: 3 clusters Score -1.232104e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -12321228.000000 Penalty: 5609.456543
	Iteration 60F: 3 clusters Score -1.232123e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -12321459.000000 Penalty: 5609.456543
	Iteration 61Q: 3 clusters Score -1.232146e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -12321668.000000 Penalty: 5609.456543
	Iteration 62Q: 3 clusters Score -1.232167e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -12321902.000000 Penalty: 5609.456543
	Iteration 63Q: 3 clusters Score -1.23219e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -12322111.000000 Penalty: 5609.456543
	Iteration 64Q: 3 clusters Score -1.232211e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -12322334.000000 Penalty: 5609.456543
	Iteration 65Q: 3 clusters Score -1.232233e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -12322581.000000 Penalty: 5609.456543
	Iteration 66Q: 3 clusters Score -1.232258e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 65901 members 
Entering Unmasked Estep 
Score: -12322909.000000 Penalty: 5609.456543
	Iteration 67Q: 3 clusters Score -1.232291e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -12323243.000000 Penalty: 5609.456543
	Iteration 68Q: 3 clusters Score -1.232324e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 68004 members 
Entering Unmasked Estep 
Score: -12323648.000000 Penalty: 5609.456543
	Iteration 69Q: 3 clusters Score -1.232365e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -12324134.000000 Penalty: 5609.456543
	Iteration 70Q: 3 clusters Score -1.232413e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -12324580.000000 Penalty: 5609.456543
	Iteration 71Q: 3 clusters Score -1.232458e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 71439 members 
Entering Unmasked Estep 
Score: -12325036.000000 Penalty: 5609.456543
	Iteration 72Q: 3 clusters Score -1.232504e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 72585 members 
Entering Unmasked Estep 
Score: -12325527.000000 Penalty: 5609.456543
	Iteration 73Q: 3 clusters Score -1.232553e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -12326140.000000 Penalty: 5609.456543
	Iteration 74Q: 3 clusters Score -1.232614e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 74857 members 
Entering Unmasked Estep 
Score: -12326687.000000 Penalty: 5609.456543
	Iteration 75Q: 3 clusters Score -1.232669e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -12327284.000000 Penalty: 5609.456543
	Iteration 76Q: 3 clusters Score -1.232728e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -12327887.000000 Penalty: 5609.456543
	Iteration 77Q: 3 clusters Score -1.232789e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 77602 members 
Entering Unmasked Estep 
Score: -12328364.000000 Penalty: 5609.456543
	Iteration 78Q: 3 clusters Score -1.232836e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
Score: -12328747.000000 Penalty: 5609.456543
	Iteration 79Q: 3 clusters Score -1.232875e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -12329053.000000 Penalty: 5609.456543
	Iteration 80F: 3 clusters Score -1.232905e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -12329305.000000 Penalty: 5609.456543
	Iteration 81Q: 3 clusters Score -1.23293e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 79536 members 
Entering Unmasked Estep 
Score: -12329518.000000 Penalty: 5609.456543
	Iteration 82Q: 3 clusters Score -1.232952e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -12329683.000000 Penalty: 5609.456543
	Iteration 83Q: 3 clusters Score -1.232968e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -12329816.000000 Penalty: 5609.456543
	Iteration 84Q: 3 clusters Score -1.232982e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -12329928.000000 Penalty: 5609.456543
	Iteration 85Q: 3 clusters Score -1.232993e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -12329994.000000 Penalty: 5609.456543
	Iteration 86Q: 3 clusters Score -1.232999e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -12330045.000000 Penalty: 5609.456543
	Iteration 87Q: 3 clusters Score -1.233004e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -12330092.000000 Penalty: 5609.456543
	Iteration 88Q: 3 clusters Score -1.233009e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -12330114.000000 Penalty: 5609.456543
	Iteration 89Q: 3 clusters Score -1.233011e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -12330158.000000 Penalty: 5609.456543
	Iteration 90Q: 3 clusters Score -1.233016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -12330175.000000 Penalty: 5609.456543
	Iteration 91Q: 3 clusters Score -1.233018e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -12330224.000000 Penalty: 5609.456543
	Iteration 92Q: 3 clusters Score -1.233022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 80665 members 
Entering Unmasked Estep 
Score: -12330231.000000 Penalty: 5609.456543
	Iteration 93Q: 3 clusters Score -1.233023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -12330228.000000 Penalty: 5609.456543
	Iteration 94Q: 3 clusters Score -1.233023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -12330245.000000 Penalty: 5609.456543
	Iteration 95Q: 3 clusters Score -1.233024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -12330270.000000 Penalty: 5609.456543
	Iteration 96Q: 3 clusters Score -1.233027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -12330275.000000 Penalty: 5609.456543
	Iteration 97Q: 3 clusters Score -1.233028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
Score: -12330281.000000 Penalty: 5609.456543
	Iteration 98Q: 3 clusters Score -1.233028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -12330291.000000 Penalty: 5609.456543
	Iteration 99Q: 3 clusters Score -1.233029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -12330311.000000 Penalty: 5609.456543
	Iteration 100F: 3 clusters Score -1.233031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -12330317.000000 Penalty: 5609.456543
	Iteration 101Q: 3 clusters Score -1.233032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -12330322.000000 Penalty: 5609.456543
	Iteration 102Q: 3 clusters Score -1.233032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 80803 members 
Entering Unmasked Estep 
Score: -12330306.000000 Penalty: 5609.456543
	Iteration 103Q: 3 clusters Score -1.233031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -12330319.000000 Penalty: 5609.456543
	Iteration 104Q: 3 clusters Score -1.233032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -12330321.000000 Penalty: 5609.456543
	Iteration 105Q: 3 clusters Score -1.233032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -12330327.000000 Penalty: 5609.456543
	Iteration 106Q: 3 clusters Score -1.233033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -12330333.000000 Penalty: 5609.456543
	Iteration 107Q: 3 clusters Score -1.233033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 80822 members 
Entering Unmasked Estep 
Score: -12330335.000000 Penalty: 5609.456543
	Iteration 108Q: 3 clusters Score -1.233034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -12330330.000000 Penalty: 5609.456543
	Iteration 109Q: 3 clusters Score -1.233033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -12330340.000000 Penalty: 5609.456543
	Iteration 110Q: 3 clusters Score -1.233034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 80826 members 
Entering Unmasked Estep 
Score: -12330337.000000 Penalty: 5609.456543
	Iteration 111Q: 3 clusters Score -1.233034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 80827 members 
Entering Unmasked Estep 
Score: -12330338.000000 Penalty: 5609.456543
	Iteration 112Q: 3 clusters Score -1.233034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 80832 members 
Entering Unmasked Estep 
Score: -12330328.000000 Penalty: 5609.456543
	Iteration 113Q: 3 clusters Score -1.233033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -12330329.000000 Penalty: 5609.456543
	Iteration 114Q: 3 clusters Score -1.233033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -12330331.000000 Penalty: 5609.456543
	Iteration 115Q: 3 clusters Score -1.233033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -12330331.000000 Penalty: 5609.456543
	Iteration 116F: 3 clusters Score -1.233033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Entering Unmasked Estep 
Score: -4413096.000000 Penalty: 2571.141113
	Iteration 0F: 2 clusters Score -4413096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4391336.000000 Penalty: 5142.282227
	Iteration 0F: 3 clusters Score -4391336 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4399891.500000 Penalty: 5142.282227
	Iteration 1F: 3 clusters Score -4399892 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4401341.500000 Penalty: 5142.282227
	Iteration 2F: 3 clusters Score -4401342 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -4402937.500000 Penalty: 5142.282227
	Iteration 3F: 3 clusters Score -4402938 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4404600.500000 Penalty: 5142.282227
	Iteration 4F: 3 clusters Score -4404600 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -4406140.000000 Penalty: 5142.282227
	Iteration 5F: 3 clusters Score -4406140 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4407516.500000 Penalty: 5142.282227
	Iteration 6F: 3 clusters Score -4407516 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4408498.000000 Penalty: 5142.282227
	Iteration 7Q: 3 clusters Score -4408498 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4409407.000000 Penalty: 5142.282227
	Iteration 8Q: 3 clusters Score -4409407 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4410237.500000 Penalty: 5142.282227
	Iteration 9Q: 3 clusters Score -4410238 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4410996.500000 Penalty: 5142.282227
	Iteration 10Q: 3 clusters Score -4410996 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -4411581.000000 Penalty: 5142.282227
	Iteration 11Q: 3 clusters Score -4411581 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -4411977.500000 Penalty: 5142.282227
	Iteration 12Q: 3 clusters Score -4411978 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4412230.500000 Penalty: 5142.282227
	Iteration 13Q: 3 clusters Score -4412230 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4412405.500000 Penalty: 5142.282227
	Iteration 14Q: 3 clusters Score -4412406 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4412470.500000 Penalty: 5142.282227
	Iteration 15Q: 3 clusters Score -4412470 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4412516.000000 Penalty: 5142.282227
	Iteration 16Q: 3 clusters Score -4412516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4412553.000000 Penalty: 5142.282227
	Iteration 17Q: 3 clusters Score -4412553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4412590.000000 Penalty: 5142.282227
	Iteration 18Q: 3 clusters Score -4412590 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4412627.000000 Penalty: 5142.282227
	Iteration 19Q: 3 clusters Score -4412627 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4412642.500000 Penalty: 5142.282227
	Iteration 20F: 3 clusters Score -4412642 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4412654.500000 Penalty: 5142.282227
	Iteration 21Q: 3 clusters Score -4412654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4412665.500000 Penalty: 5142.282227
	Iteration 22Q: 3 clusters Score -4412666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4412676.500000 Penalty: 5142.282227
	Iteration 23Q: 3 clusters Score -4412676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4412685.500000 Penalty: 5142.282227
	Iteration 24Q: 3 clusters Score -4412686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4412689.500000 Penalty: 5142.282227
	Iteration 25Q: 3 clusters Score -4412690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4412698.500000 Penalty: 5142.282227
	Iteration 26Q: 3 clusters Score -4412698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4412716.000000 Penalty: 5142.282227
	Iteration 27Q: 3 clusters Score -4412716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -4412720.000000 Penalty: 5142.282227
	Iteration 28Q: 3 clusters Score -4412720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4412721.000000 Penalty: 5142.282227
	Iteration 29Q: 3 clusters Score -4412721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4412730.000000 Penalty: 5142.282227
	Iteration 30Q: 3 clusters Score -4412730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4412728.500000 Penalty: 5142.282227
	Iteration 31Q: 3 clusters Score -4412728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4412731.500000 Penalty: 5142.282227
	Iteration 32Q: 3 clusters Score -4412732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4412728.000000 Penalty: 5142.282227
	Iteration 33Q: 3 clusters Score -4412728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4412731.000000 Penalty: 5142.282227
	Iteration 34Q: 3 clusters Score -4412731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4412740.500000 Penalty: 5142.282227
	Iteration 35Q: 3 clusters Score -4412740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4412737.500000 Penalty: 5142.282227
	Iteration 36Q: 3 clusters Score -4412738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4412737.500000 Penalty: 5142.282227
	Iteration 37Q: 3 clusters Score -4412738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4412740.000000 Penalty: 5142.282227
	Iteration 38Q: 3 clusters Score -4412740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4412740.000000 Penalty: 5142.282227
	Iteration 39Q: 3 clusters Score -4412740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4412736.500000 Penalty: 5142.282227
	Iteration 40F: 3 clusters Score -4412736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4412733.000000 Penalty: 5142.282227
	Iteration 41Q: 3 clusters Score -4412733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4412736.500000 Penalty: 5142.282227
	Iteration 42Q: 3 clusters Score -4412736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4412736.500000 Penalty: 5142.282227
	Iteration 43Q: 3 clusters Score -4412736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4412735.500000 Penalty: 5142.282227
	Iteration 44Q: 3 clusters Score -4412736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4412741.500000 Penalty: 5142.282227
	Iteration 45Q: 3 clusters Score -4412742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4412744.500000 Penalty: 5142.282227
	Iteration 46Q: 3 clusters Score -4412744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4412744.000000 Penalty: 5142.282227
	Iteration 47Q: 3 clusters Score -4412744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4412742.500000 Penalty: 5142.282227
	Iteration 48Q: 3 clusters Score -4412742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4412741.500000 Penalty: 5142.282227
	Iteration 49Q: 3 clusters Score -4412742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4412741.500000 Penalty: 5142.282227
	Iteration 50Q: 3 clusters Score -4412742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4412741.500000 Penalty: 5142.282227
	Iteration 51F: 3 clusters Score -4412742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Entering Unmasked Estep 
Score: -726138.750000 Penalty: 2147.699951
	Iteration 0F: 2 clusters Score -726138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -721170.125000 Penalty: 4295.399902
	Iteration 0F: 3 clusters Score -721170.1 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -722835.562500 Penalty: 4295.399902
	Iteration 1F: 3 clusters Score -722835.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -723506.437500 Penalty: 4295.399902
	Iteration 2F: 3 clusters Score -723506.4 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -724127.875000 Penalty: 4295.399902
	Iteration 3F: 3 clusters Score -724127.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -724686.687500 Penalty: 4295.399902
	Iteration 4F: 3 clusters Score -724686.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -725204.562500 Penalty: 4295.399902
	Iteration 5F: 3 clusters Score -725204.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -725536.875000 Penalty: 4295.399902
	Iteration 6F: 3 clusters Score -725536.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -725752.312500 Penalty: 4295.399902
	Iteration 7Q: 3 clusters Score -725752.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -725921.937500 Penalty: 4295.399902
	Iteration 8Q: 3 clusters Score -725921.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -726034.000000 Penalty: 4295.399902
	Iteration 9Q: 3 clusters Score -726034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -726118.250000 Penalty: 4295.399902
	Iteration 10Q: 3 clusters Score -726118.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -726169.062500 Penalty: 4295.399902
	Iteration 11Q: 3 clusters Score -726169.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -726228.687500 Penalty: 4295.399902
	Iteration 12Q: 3 clusters Score -726228.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -726279.312500 Penalty: 4295.399902
	Iteration 13Q: 3 clusters Score -726279.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -726313.937500 Penalty: 4295.399902
	Iteration 14Q: 3 clusters Score -726313.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -726338.187500 Penalty: 4295.399902
	Iteration 15Q: 3 clusters Score -726338.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -726359.500000 Penalty: 4295.399902
	Iteration 16Q: 3 clusters Score -726359.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -726382.062500 Penalty: 4295.399902
	Iteration 17Q: 3 clusters Score -726382.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -726400.437500 Penalty: 4295.399902
	Iteration 18Q: 3 clusters Score -726400.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -726410.375000 Penalty: 4295.399902
	Iteration 19Q: 3 clusters Score -726410.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -726424.375000 Penalty: 4295.399902
	Iteration 20F: 3 clusters Score -726424.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -726443.000000 Penalty: 4295.399902
	Iteration 21Q: 3 clusters Score -726443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -726463.687500 Penalty: 4295.399902
	Iteration 22Q: 3 clusters Score -726463.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -726478.937500 Penalty: 4295.399902
	Iteration 23Q: 3 clusters Score -726478.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -726493.187500 Penalty: 4295.399902
	Iteration 24Q: 3 clusters Score -726493.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -726506.625000 Penalty: 4295.399902
	Iteration 25Q: 3 clusters Score -726506.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -726512.937500 Penalty: 4295.399902
	Iteration 26Q: 3 clusters Score -726512.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -726520.875000 Penalty: 4295.399902
	Iteration 27Q: 3 clusters Score -726520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -726525.625000 Penalty: 4295.399902
	Iteration 28Q: 3 clusters Score -726525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -726530.562500 Penalty: 4295.399902
	Iteration 29Q: 3 clusters Score -726530.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -726537.187500 Penalty: 4295.399902
	Iteration 30Q: 3 clusters Score -726537.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -726542.875000 Penalty: 4295.399902
	Iteration 31Q: 3 clusters Score -726542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -726547.375000 Penalty: 4295.399902
	Iteration 32Q: 3 clusters Score -726547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -726553.375000 Penalty: 4295.399902
	Iteration 33Q: 3 clusters Score -726553.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -726554.625000 Penalty: 4295.399902
	Iteration 34Q: 3 clusters Score -726554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -726562.062500 Penalty: 4295.399902
	Iteration 35Q: 3 clusters Score -726562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -726564.937500 Penalty: 4295.399902
	Iteration 36Q: 3 clusters Score -726564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -726570.187500 Penalty: 4295.399902
	Iteration 37Q: 3 clusters Score -726570.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -726571.125000 Penalty: 4295.399902
	Iteration 38Q: 3 clusters Score -726571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -726573.312500 Penalty: 4295.399902
	Iteration 39Q: 3 clusters Score -726573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -726574.187500 Penalty: 4295.399902
	Iteration 40F: 3 clusters Score -726574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -726574.500000 Penalty: 4295.399902
	Iteration 41Q: 3 clusters Score -726574.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -726577.000000 Penalty: 4295.399902
	Iteration 42Q: 3 clusters Score -726577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -726577.250000 Penalty: 4295.399902
	Iteration 43Q: 3 clusters Score -726577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -726577.250000 Penalty: 4295.399902
	Iteration 44F: 3 clusters Score -726577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 32392 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Entering Unmasked Estep 
Score: -114998568.000000 Penalty: 128129.093750
Splitting cluster 23 changes total score from -114997424.000000 to -114998568.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (79631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Entering Unmasked Estep 
Score: -11889638.000000 Penalty: 2798.719482
	Iteration 0F: 2 clusters Score -1.188964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -11836148.000000 Penalty: 5597.438965
	Iteration 0F: 3 clusters Score -1.183615e+07 nChanged 37564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -11857444.000000 Penalty: 5597.438965
	Iteration 1F: 3 clusters Score -1.185744e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -11858109.000000 Penalty: 5597.438965
	Iteration 2Q: 3 clusters Score -1.185811e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -11858734.000000 Penalty: 5597.438965
	Iteration 3Q: 3 clusters Score -1.185873e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -11859549.000000 Penalty: 5597.438965
	Iteration 4Q: 3 clusters Score -1.185955e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -11860235.000000 Penalty: 5597.438965
	Iteration 5Q: 3 clusters Score -1.186024e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -11861166.000000 Penalty: 5597.438965
	Iteration 6Q: 3 clusters Score -1.186117e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -11862381.000000 Penalty: 5597.438965
	Iteration 7Q: 3 clusters Score -1.186238e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -11863567.000000 Penalty: 5597.438965
	Iteration 8Q: 3 clusters Score -1.186357e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -11865083.000000 Penalty: 5597.438965
	Iteration 9Q: 3 clusters Score -1.186508e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -11866780.000000 Penalty: 5597.438965
	Iteration 10Q: 3 clusters Score -1.186678e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -11868712.000000 Penalty: 5597.438965
	Iteration 11Q: 3 clusters Score -1.186871e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -11870965.000000 Penalty: 5597.438965
	Iteration 12Q: 3 clusters Score -1.187096e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -11872909.000000 Penalty: 5597.438965
	Iteration 13Q: 3 clusters Score -1.187291e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -11874437.000000 Penalty: 5597.438965
	Iteration 14Q: 3 clusters Score -1.187444e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -11875420.000000 Penalty: 5597.438965
	Iteration 15Q: 3 clusters Score -1.187542e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -11875949.000000 Penalty: 5597.438965
	Iteration 16Q: 3 clusters Score -1.187595e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -11876361.000000 Penalty: 5597.438965
	Iteration 17Q: 3 clusters Score -1.187636e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -11876731.000000 Penalty: 5597.438965
	Iteration 18Q: 3 clusters Score -1.187673e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -11877135.000000 Penalty: 5597.438965
	Iteration 19Q: 3 clusters Score -1.187714e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -11877438.000000 Penalty: 5597.438965
	Iteration 20F: 3 clusters Score -1.187744e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -11877847.000000 Penalty: 5597.438965
	Iteration 21Q: 3 clusters Score -1.187785e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -11878377.000000 Penalty: 5597.438965
	Iteration 22Q: 3 clusters Score -1.187838e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -11878759.000000 Penalty: 5597.438965
	Iteration 23Q: 3 clusters Score -1.187876e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -11879195.000000 Penalty: 5597.438965
	Iteration 24Q: 3 clusters Score -1.18792e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62654 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -11879617.000000 Penalty: 5597.438965
	Iteration 25Q: 3 clusters Score -1.187962e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -11880198.000000 Penalty: 5597.438965
	Iteration 26Q: 3 clusters Score -1.18802e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -11880662.000000 Penalty: 5597.438965
	Iteration 27Q: 3 clusters Score -1.188066e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66206 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -11881110.000000 Penalty: 5597.438965
	Iteration 28Q: 3 clusters Score -1.188111e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -11881574.000000 Penalty: 5597.438965
	Iteration 29Q: 3 clusters Score -1.188157e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68383 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -11881978.000000 Penalty: 5597.438965
	Iteration 30Q: 3 clusters Score -1.188198e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -11882389.000000 Penalty: 5597.438965
	Iteration 31Q: 3 clusters Score -1.188239e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -11882832.000000 Penalty: 5597.438965
	Iteration 32Q: 3 clusters Score -1.188283e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -11883301.000000 Penalty: 5597.438965
	Iteration 33Q: 3 clusters Score -1.18833e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -11883737.000000 Penalty: 5597.438965
	Iteration 34Q: 3 clusters Score -1.188374e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -11884079.000000 Penalty: 5597.438965
	Iteration 35Q: 3 clusters Score -1.188408e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -11884430.000000 Penalty: 5597.438965
	Iteration 36Q: 3 clusters Score -1.188443e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -11884777.000000 Penalty: 5597.438965
	Iteration 37Q: 3 clusters Score -1.188478e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -11885016.000000 Penalty: 5597.438965
	Iteration 38Q: 3 clusters Score -1.188502e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -11885292.000000 Penalty: 5597.438965
	Iteration 39Q: 3 clusters Score -1.188529e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -11885526.000000 Penalty: 5597.438965
	Iteration 40F: 3 clusters Score -1.188553e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -11885722.000000 Penalty: 5597.438965
	Iteration 41Q: 3 clusters Score -1.188572e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -11885890.000000 Penalty: 5597.438965
	Iteration 42Q: 3 clusters Score -1.188589e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -11886006.000000 Penalty: 5597.438965
	Iteration 43Q: 3 clusters Score -1.188601e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -11886161.000000 Penalty: 5597.438965
	Iteration 44Q: 3 clusters Score -1.188616e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -11886219.000000 Penalty: 5597.438965
	Iteration 45Q: 3 clusters Score -1.188622e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -11886355.000000 Penalty: 5597.438965
	Iteration 46Q: 3 clusters Score -1.188636e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11886515.000000 Penalty: 5597.438965
	Iteration 47Q: 3 clusters Score -1.188652e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11886592.000000 Penalty: 5597.438965
	Iteration 48Q: 3 clusters Score -1.188659e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11886710.000000 Penalty: 5597.438965
	Iteration 49Q: 3 clusters Score -1.188671e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11886776.000000 Penalty: 5597.438965
	Iteration 50Q: 3 clusters Score -1.188678e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78285 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -11886849.000000 Penalty: 5597.438965
	Iteration 51Q: 3 clusters Score -1.188685e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78396 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11886935.000000 Penalty: 5597.438965
	Iteration 52Q: 3 clusters Score -1.188694e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -11886988.000000 Penalty: 5597.438965
	Iteration 53Q: 3 clusters Score -1.188699e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11887020.000000 Penalty: 5597.438965
	Iteration 54Q: 3 clusters Score -1.188702e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11887049.000000 Penalty: 5597.438965
	Iteration 55Q: 3 clusters Score -1.188705e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11887068.000000 Penalty: 5597.438965
	Iteration 56Q: 3 clusters Score -1.188707e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11887085.000000 Penalty: 5597.438965
	Iteration 57Q: 3 clusters Score -1.188708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11887134.000000 Penalty: 5597.438965
	Iteration 58Q: 3 clusters Score -1.188713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11887174.000000 Penalty: 5597.438965
	Iteration 59Q: 3 clusters Score -1.188717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11887185.000000 Penalty: 5597.438965
	Iteration 60F: 3 clusters Score -1.188718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11887209.000000 Penalty: 5597.438965
	Iteration 61Q: 3 clusters Score -1.188721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11887219.000000 Penalty: 5597.438965
	Iteration 62Q: 3 clusters Score -1.188722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11887238.000000 Penalty: 5597.438965
	Iteration 63Q: 3 clusters Score -1.188724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78942 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11887243.000000 Penalty: 5597.438965
	Iteration 64Q: 3 clusters Score -1.188724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11887237.000000 Penalty: 5597.438965
	Iteration 65Q: 3 clusters Score -1.188724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11887247.000000 Penalty: 5597.438965
	Iteration 66Q: 3 clusters Score -1.188725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11887253.000000 Penalty: 5597.438965
	Iteration 67Q: 3 clusters Score -1.188725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78981 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11887268.000000 Penalty: 5597.438965
	Iteration 68Q: 3 clusters Score -1.188727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11887283.000000 Penalty: 5597.438965
	Iteration 69Q: 3 clusters Score -1.188728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11887284.000000 Penalty: 5597.438965
	Iteration 70Q: 3 clusters Score -1.188728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11887289.000000 Penalty: 5597.438965
	Iteration 71Q: 3 clusters Score -1.188729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -11887285.000000 Penalty: 5597.438965
	Iteration 72Q: 3 clusters Score -1.188728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11887288.000000 Penalty: 5597.438965
	Iteration 73Q: 3 clusters Score -1.188729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79010 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11887281.000000 Penalty: 5597.438965
	Iteration 74Q: 3 clusters Score -1.188728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11887286.000000 Penalty: 5597.438965
	Iteration 75Q: 3 clusters Score -1.188729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11887286.000000 Penalty: 5597.438965
	Iteration 76F: 3 clusters Score -1.188729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Entering Unmasked Estep 
Score: -4725986.500000 Penalty: 2575.645264
	Iteration 0F: 2 clusters Score -4725986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4704111.500000 Penalty: 5151.290527
	Iteration 0F: 3 clusters Score -4704112 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4713238.000000 Penalty: 5151.290527
	Iteration 1F: 3 clusters Score -4713238 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4715479.500000 Penalty: 5151.290527
	Iteration 2F: 3 clusters Score -4715480 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4718339.500000 Penalty: 5151.290527
	Iteration 3F: 3 clusters Score -4718340 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4721623.000000 Penalty: 5151.290527
	Iteration 4F: 3 clusters Score -4721623 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -4724283.000000 Penalty: 5151.290527
	Iteration 5F: 3 clusters Score -4724283 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4725540.000000 Penalty: 5151.290527
	Iteration 6F: 3 clusters Score -4725540 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4725992.500000 Penalty: 5151.290527
	Iteration 7Q: 3 clusters Score -4725992 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4726200.500000 Penalty: 5151.290527
	Iteration 8Q: 3 clusters Score -4726200 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -4726334.500000 Penalty: 5151.290527
	Iteration 9Q: 3 clusters Score -4726334 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4726437.500000 Penalty: 5151.290527
	Iteration 10Q: 3 clusters Score -4726438 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4726513.500000 Penalty: 5151.290527
	Iteration 11Q: 3 clusters Score -4726514 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4726580.000000 Penalty: 5151.290527
	Iteration 12Q: 3 clusters Score -4726580 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4726638.500000 Penalty: 5151.290527
	Iteration 13Q: 3 clusters Score -4726638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -4726707.000000 Penalty: 5151.290527
	Iteration 14Q: 3 clusters Score -4726707 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -4726763.000000 Penalty: 5151.290527
	Iteration 15Q: 3 clusters Score -4726763 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -4726803.500000 Penalty: 5151.290527
	Iteration 16Q: 3 clusters Score -4726804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4726889.000000 Penalty: 5151.290527
	Iteration 17Q: 3 clusters Score -4726889 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -4726929.000000 Penalty: 5151.290527
	Iteration 18Q: 3 clusters Score -4726929 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4726995.500000 Penalty: 5151.290527
	Iteration 19Q: 3 clusters Score -4726996 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4727040.000000 Penalty: 5151.290527
	Iteration 20F: 3 clusters Score -4727040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -4727049.000000 Penalty: 5151.290527
	Iteration 21Q: 3 clusters Score -4727049 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -4727060.000000 Penalty: 5151.290527
	Iteration 22Q: 3 clusters Score -4727060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4727076.000000 Penalty: 5151.290527
	Iteration 23Q: 3 clusters Score -4727076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4727086.500000 Penalty: 5151.290527
	Iteration 24Q: 3 clusters Score -4727086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -4727099.500000 Penalty: 5151.290527
	Iteration 25Q: 3 clusters Score -4727100 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -4727104.500000 Penalty: 5151.290527
	Iteration 26Q: 3 clusters Score -4727104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4727129.000000 Penalty: 5151.290527
	Iteration 27Q: 3 clusters Score -4727129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -4727141.000000 Penalty: 5151.290527
	Iteration 28Q: 3 clusters Score -4727141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4727145.000000 Penalty: 5151.290527
	Iteration 29Q: 3 clusters Score -4727145 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4727153.500000 Penalty: 5151.290527
	Iteration 30Q: 3 clusters Score -4727154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -4727153.000000 Penalty: 5151.290527
	Iteration 31Q: 3 clusters Score -4727153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4727152.500000 Penalty: 5151.290527
	Iteration 32Q: 3 clusters Score -4727152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -4727147.500000 Penalty: 5151.290527
	Iteration 33Q: 3 clusters Score -4727148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4727165.000000 Penalty: 5151.290527
	Iteration 34Q: 3 clusters Score -4727165 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -4727178.000000 Penalty: 5151.290527
	Iteration 35Q: 3 clusters Score -4727178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4727176.500000 Penalty: 5151.290527
	Iteration 36Q: 3 clusters Score -4727176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4727180.000000 Penalty: 5151.290527
	Iteration 37Q: 3 clusters Score -4727180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -4727188.500000 Penalty: 5151.290527
	Iteration 38Q: 3 clusters Score -4727188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4727188.500000 Penalty: 5151.290527
	Iteration 39Q: 3 clusters Score -4727188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4727189.000000 Penalty: 5151.290527
	Iteration 40F: 3 clusters Score -4727189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -4727191.000000 Penalty: 5151.290527
	Iteration 41Q: 3 clusters Score -4727191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4727197.000000 Penalty: 5151.290527
	Iteration 42Q: 3 clusters Score -4727197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4727212.000000 Penalty: 5151.290527
	Iteration 43Q: 3 clusters Score -4727212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4727215.000000 Penalty: 5151.290527
	Iteration 44Q: 3 clusters Score -4727215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4727203.500000 Penalty: 5151.290527
	Iteration 45Q: 3 clusters Score -4727204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -4727209.000000 Penalty: 5151.290527
	Iteration 46Q: 3 clusters Score -4727209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -4727217.000000 Penalty: 5151.290527
	Iteration 47Q: 3 clusters Score -4727217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4727217.000000 Penalty: 5151.290527
	Iteration 48Q: 3 clusters Score -4727217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -4727222.000000 Penalty: 5151.290527
	Iteration 49Q: 3 clusters Score -4727222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4727227.500000 Penalty: 5151.290527
	Iteration 50Q: 3 clusters Score -4727228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4727222.000000 Penalty: 5151.290527
	Iteration 51Q: 3 clusters Score -4727222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4727211.500000 Penalty: 5151.290527
	Iteration 52Q: 3 clusters Score -4727212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -4727218.000000 Penalty: 5151.290527
	Iteration 53Q: 3 clusters Score -4727218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4727218.500000 Penalty: 5151.290527
	Iteration 54Q: 3 clusters Score -4727218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4727216.500000 Penalty: 5151.290527
	Iteration 55Q: 3 clusters Score -4727216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4727216.500000 Penalty: 5151.290527
	Iteration 56F: 3 clusters Score -4727216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 768 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 25967 members 
Entering Unmasked Estep 
Score: -114999192.000000 Penalty: 131500.921875
Splitting cluster 25 changes total score from -114997424.000000 to -114999192.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -788666.312500 Penalty: 2128.579346
	Iteration 0F: 2 clusters Score -788666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -783860.875000 Penalty: 4257.158691
	Iteration 0F: 3 clusters Score -783860.9 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -785053.312500 Penalty: 4257.158691
	Iteration 1F: 3 clusters Score -785053.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -785321.937500 Penalty: 4257.158691
	Iteration 2F: 3 clusters Score -785321.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -785516.187500 Penalty: 4257.158691
	Iteration 3F: 3 clusters Score -785516.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -785670.312500 Penalty: 4257.158691
	Iteration 4Q: 3 clusters Score -785670.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -785801.750000 Penalty: 4257.158691
	Iteration 5Q: 3 clusters Score -785801.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -785904.062500 Penalty: 4257.158691
	Iteration 6Q: 3 clusters Score -785904.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -785999.687500 Penalty: 4257.158691
	Iteration 7Q: 3 clusters Score -785999.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -786096.937500 Penalty: 4257.158691
	Iteration 8Q: 3 clusters Score -786096.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -786185.062500 Penalty: 4257.158691
	Iteration 9Q: 3 clusters Score -786185.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -786274.187500 Penalty: 4257.158691
	Iteration 10Q: 3 clusters Score -786274.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -786375.062500 Penalty: 4257.158691
	Iteration 11Q: 3 clusters Score -786375.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -786482.312500 Penalty: 4257.158691
	Iteration 12Q: 3 clusters Score -786482.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -786601.562500 Penalty: 4257.158691
	Iteration 13Q: 3 clusters Score -786601.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -786749.562500 Penalty: 4257.158691
	Iteration 14Q: 3 clusters Score -786749.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -786880.062500 Penalty: 4257.158691
	Iteration 15Q: 3 clusters Score -786880.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -787008.375000 Penalty: 4257.158691
	Iteration 16Q: 3 clusters Score -787008.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -787141.375000 Penalty: 4257.158691
	Iteration 17Q: 3 clusters Score -787141.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -787256.437500 Penalty: 4257.158691
	Iteration 18Q: 3 clusters Score -787256.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -787339.000000 Penalty: 4257.158691
	Iteration 19Q: 3 clusters Score -787339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -787388.750000 Penalty: 4257.158691
	Iteration 20F: 3 clusters Score -787388.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -787414.875000 Penalty: 4257.158691
	Iteration 21Q: 3 clusters Score -787414.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -787432.750000 Penalty: 4257.158691
	Iteration 22Q: 3 clusters Score -787432.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -787449.562500 Penalty: 4257.158691
	Iteration 23Q: 3 clusters Score -787449.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -787464.312500 Penalty: 4257.158691
	Iteration 24Q: 3 clusters Score -787464.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -787471.125000 Penalty: 4257.158691
	Iteration 25Q: 3 clusters Score -787471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -787478.375000 Penalty: 4257.158691
	Iteration 26Q: 3 clusters Score -787478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -787482.437500 Penalty: 4257.158691
	Iteration 27Q: 3 clusters Score -787482.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -787490.250000 Penalty: 4257.158691
	Iteration 28Q: 3 clusters Score -787490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -787502.437500 Penalty: 4257.158691
	Iteration 29Q: 3 clusters Score -787502.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -787510.687500 Penalty: 4257.158691
	Iteration 30Q: 3 clusters Score -787510.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -787519.250000 Penalty: 4257.158691
	Iteration 31Q: 3 clusters Score -787519.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -787528.062500 Penalty: 4257.158691
	Iteration 32Q: 3 clusters Score -787528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -787534.937500 Penalty: 4257.158691
	Iteration 33Q: 3 clusters Score -787534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -787541.000000 Penalty: 4257.158691
	Iteration 34Q: 3 clusters Score -787541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -787545.000000 Penalty: 4257.158691
	Iteration 35Q: 3 clusters Score -787545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -787552.062500 Penalty: 4257.158691
	Iteration 36Q: 3 clusters Score -787552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -787557.937500 Penalty: 4257.158691
	Iteration 37Q: 3 clusters Score -787557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -787560.125000 Penalty: 4257.158691
	Iteration 38Q: 3 clusters Score -787560.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -787562.750000 Penalty: 4257.158691
	Iteration 39Q: 3 clusters Score -787562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -787564.625000 Penalty: 4257.158691
	Iteration 40F: 3 clusters Score -787564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -787569.937500 Penalty: 4257.158691
	Iteration 41Q: 3 clusters Score -787569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -787571.625000 Penalty: 4257.158691
	Iteration 42Q: 3 clusters Score -787571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -787572.625000 Penalty: 4257.158691
	Iteration 43Q: 3 clusters Score -787572.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -787576.687500 Penalty: 4257.158691
	Iteration 44Q: 3 clusters Score -787576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -787580.000000 Penalty: 4257.158691
	Iteration 45Q: 3 clusters Score -787580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -787582.937500 Penalty: 4257.158691
	Iteration 46Q: 3 clusters Score -787582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -787585.000000 Penalty: 4257.158691
	Iteration 47Q: 3 clusters Score -787585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -787588.187500 Penalty: 4257.158691
	Iteration 48Q: 3 clusters Score -787588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -787588.125000 Penalty: 4257.158691
	Iteration 49Q: 3 clusters Score -787588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -787589.875000 Penalty: 4257.158691
	Iteration 50Q: 3 clusters Score -787589.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -787590.562500 Penalty: 4257.158691
	Iteration 51Q: 3 clusters Score -787590.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -787592.000000 Penalty: 4257.158691
	Iteration 52Q: 3 clusters Score -787592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -787591.500000 Penalty: 4257.158691
	Iteration 53Q: 3 clusters Score -787591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -787591.500000 Penalty: 4257.158691
	Iteration 54F: 3 clusters Score -787591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Entering Unmasked Estep 
Score: -2502441.000000 Penalty: 2412.367188
	Iteration 0F: 2 clusters Score -2502441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2490435.250000 Penalty: 4824.734375
	Iteration 0F: 3 clusters Score -2490435 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2494516.500000 Penalty: 4824.734375
	Iteration 1F: 3 clusters Score -2494516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2495001.750000 Penalty: 4824.734375
	Iteration 2F: 3 clusters Score -2495002 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2495463.750000 Penalty: 4824.734375
	Iteration 3F: 3 clusters Score -2495464 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2496028.500000 Penalty: 4824.734375
	Iteration 4F: 3 clusters Score -2496028 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2496715.750000 Penalty: 4824.734375
	Iteration 5F: 3 clusters Score -2496716 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2497574.000000 Penalty: 4824.734375
	Iteration 6F: 3 clusters Score -2497574 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2498472.750000 Penalty: 4824.734375
	Iteration 7F: 3 clusters Score -2498473 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2499234.250000 Penalty: 4824.734375
	Iteration 8Q: 3 clusters Score -2499234 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2499737.250000 Penalty: 4824.734375
	Iteration 9Q: 3 clusters Score -2499737 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2499977.500000 Penalty: 4824.734375
	Iteration 10Q: 3 clusters Score -2499978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2500122.750000 Penalty: 4824.734375
	Iteration 11Q: 3 clusters Score -2500123 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2500236.000000 Penalty: 4824.734375
	Iteration 12Q: 3 clusters Score -2500236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2500297.500000 Penalty: 4824.734375
	Iteration 13Q: 3 clusters Score -2500298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2500343.750000 Penalty: 4824.734375
	Iteration 14Q: 3 clusters Score -2500344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2500378.000000 Penalty: 4824.734375
	Iteration 15Q: 3 clusters Score -2500378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2500403.750000 Penalty: 4824.734375
	Iteration 16Q: 3 clusters Score -2500404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2500430.500000 Penalty: 4824.734375
	Iteration 17Q: 3 clusters Score -2500430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2500442.000000 Penalty: 4824.734375
	Iteration 18Q: 3 clusters Score -2500442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2500455.750000 Penalty: 4824.734375
	Iteration 19Q: 3 clusters Score -2500456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2500463.500000 Penalty: 4824.734375
	Iteration 20F: 3 clusters Score -2500464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2500463.000000 Penalty: 4824.734375
	Iteration 21Q: 3 clusters Score -2500463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2500465.250000 Penalty: 4824.734375
	Iteration 22Q: 3 clusters Score -2500465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2500465.250000 Penalty: 4824.734375
	Iteration 23F: 3 clusters Score -2500465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Entering Unmasked Estep 
Score: -1238074.000000 Penalty: 2250.850098
	Iteration 0F: 2 clusters Score -1238074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1231196.000000 Penalty: 4501.700195
	Iteration 0F: 3 clusters Score -1231196 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1233243.625000 Penalty: 4501.700195
	Iteration 1F: 3 clusters Score -1233244 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1233686.750000 Penalty: 4501.700195
	Iteration 2F: 3 clusters Score -1233687 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1234049.875000 Penalty: 4501.700195
	Iteration 3F: 3 clusters Score -1234050 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1234397.875000 Penalty: 4501.700195
	Iteration 4F: 3 clusters Score -1234398 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1234725.750000 Penalty: 4501.700195
	Iteration 5F: 3 clusters Score -1234726 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1235022.500000 Penalty: 4501.700195
	Iteration 6F: 3 clusters Score -1235022 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1235329.625000 Penalty: 4501.700195
	Iteration 7F: 3 clusters Score -1235330 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1235627.500000 Penalty: 4501.700195
	Iteration 8Q: 3 clusters Score -1235628 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1235947.125000 Penalty: 4501.700195
	Iteration 9Q: 3 clusters Score -1235947 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1236230.625000 Penalty: 4501.700195
	Iteration 10Q: 3 clusters Score -1236231 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1236438.125000 Penalty: 4501.700195
	Iteration 11Q: 3 clusters Score -1236438 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1236584.125000 Penalty: 4501.700195
	Iteration 12Q: 3 clusters Score -1236584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1236690.250000 Penalty: 4501.700195
	Iteration 13Q: 3 clusters Score -1236690 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1236789.875000 Penalty: 4501.700195
	Iteration 14Q: 3 clusters Score -1236790 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1236884.000000 Penalty: 4501.700195
	Iteration 15Q: 3 clusters Score -1236884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1236975.250000 Penalty: 4501.700195
	Iteration 16Q: 3 clusters Score -1236975 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1237039.875000 Penalty: 4501.700195
	Iteration 17Q: 3 clusters Score -1237040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1237079.125000 Penalty: 4501.700195
	Iteration 18Q: 3 clusters Score -1237079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1237113.625000 Penalty: 4501.700195
	Iteration 19Q: 3 clusters Score -1237114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1237138.625000 Penalty: 4501.700195
	Iteration 20F: 3 clusters Score -1237139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1237155.625000 Penalty: 4501.700195
	Iteration 21Q: 3 clusters Score -1237156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1237168.625000 Penalty: 4501.700195
	Iteration 22Q: 3 clusters Score -1237169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1237178.750000 Penalty: 4501.700195
	Iteration 23Q: 3 clusters Score -1237179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1237182.750000 Penalty: 4501.700195
	Iteration 24Q: 3 clusters Score -1237183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1237188.625000 Penalty: 4501.700195
	Iteration 25Q: 3 clusters Score -1237189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1237193.625000 Penalty: 4501.700195
	Iteration 26Q: 3 clusters Score -1237194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1237195.875000 Penalty: 4501.700195
	Iteration 27Q: 3 clusters Score -1237196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1237200.250000 Penalty: 4501.700195
	Iteration 28Q: 3 clusters Score -1237200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1237203.500000 Penalty: 4501.700195
	Iteration 29Q: 3 clusters Score -1237204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1237203.625000 Penalty: 4501.700195
	Iteration 30Q: 3 clusters Score -1237204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1237203.875000 Penalty: 4501.700195
	Iteration 31Q: 3 clusters Score -1237204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1237203.875000 Penalty: 4501.700195
	Iteration 32Q: 3 clusters Score -1237204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1237203.375000 Penalty: 4501.700195
	Iteration 33Q: 3 clusters Score -1237203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1237203.375000 Penalty: 4501.700195
	Iteration 34Q: 3 clusters Score -1237203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1237203.000000 Penalty: 4501.700195
	Iteration 35Q: 3 clusters Score -1237203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1237204.750000 Penalty: 4501.700195
	Iteration 36Q: 3 clusters Score -1237205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1237205.750000 Penalty: 4501.700195
	Iteration 37Q: 3 clusters Score -1237206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1237206.625000 Penalty: 4501.700195
	Iteration 38Q: 3 clusters Score -1237207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1237206.625000 Penalty: 4501.700195
	Iteration 39F: 3 clusters Score -1237207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -106486.632812 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -106486.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104839.734375 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104839.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105189.164062 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -105189.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105552.921875 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105552.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105855.585938 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105855.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106268.210938 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -106268.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106470.414062 Penalty: 3295.319824
	Iteration 5F: 3 clusters Score -106470.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106546.328125 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -106546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106636.367188 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -106636.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106666.835938 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -106666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106701.570312 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -106701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106708.062500 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -106708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106708.812500 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -106708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106713.531250 Penalty: 3295.319824
	Iteration 12F: 3 clusters Score -106713.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -106734.789062 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -106734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106738.554688 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -106738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106738.554688 Penalty: 3295.319824
	Iteration 15F: 3 clusters Score -106738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 112033 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 25967 members 
Mstep: Class 40 contains 591 members 
Entering Unmasked Estep 
Score: -114997712.000000 Penalty: 134872.734375
Splitting cluster 29 changes total score from -114997424.000000 to -114997712.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (112033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112033 members 
Entering Unmasked Estep 
Score: -16669789.000000 Penalty: 2883.384033
	Iteration 0F: 2 clusters Score -1.666979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -16595809.000000 Penalty: 5766.768066
	Iteration 0F: 3 clusters Score -1.659581e+07 nChanged 52840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -16626377.000000 Penalty: 5766.768066
	Iteration 1F: 3 clusters Score -1.662638e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -16627716.000000 Penalty: 5766.768066
	Iteration 2Q: 3 clusters Score -1.662772e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -16629574.000000 Penalty: 5766.768066
	Iteration 3Q: 3 clusters Score -1.662957e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64872 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -16632752.000000 Penalty: 5766.768066
	Iteration 4F: 3 clusters Score -1.663275e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -16637439.000000 Penalty: 5766.768066
	Iteration 5F: 3 clusters Score -1.663744e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -16643180.000000 Penalty: 5766.768066
	Iteration 6F: 3 clusters Score -1.664318e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79428 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -16649787.000000 Penalty: 5766.768066
	Iteration 7F: 3 clusters Score -1.664979e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -16655959.000000 Penalty: 5766.768066
	Iteration 8F: 3 clusters Score -1.665596e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -16660818.000000 Penalty: 5766.768066
	Iteration 9Q: 3 clusters Score -1.666082e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -16664406.000000 Penalty: 5766.768066
	Iteration 10Q: 3 clusters Score -1.666441e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -16666533.000000 Penalty: 5766.768066
	Iteration 11Q: 3 clusters Score -1.666653e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -16667954.000000 Penalty: 5766.768066
	Iteration 12Q: 3 clusters Score -1.666795e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -16669005.000000 Penalty: 5766.768066
	Iteration 13Q: 3 clusters Score -1.6669e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95034 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -16669638.000000 Penalty: 5766.768066
	Iteration 14Q: 3 clusters Score -1.666964e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -16670056.000000 Penalty: 5766.768066
	Iteration 15Q: 3 clusters Score -1.667006e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96007 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -16670363.000000 Penalty: 5766.768066
	Iteration 16Q: 3 clusters Score -1.667036e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -16670441.000000 Penalty: 5766.768066
	Iteration 17Q: 3 clusters Score -1.667044e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96611 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -16670500.000000 Penalty: 5766.768066
	Iteration 18Q: 3 clusters Score -1.66705e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -16670605.000000 Penalty: 5766.768066
	Iteration 19Q: 3 clusters Score -1.66706e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97062 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -16670664.000000 Penalty: 5766.768066
	Iteration 20F: 3 clusters Score -1.667066e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -16670726.000000 Penalty: 5766.768066
	Iteration 21Q: 3 clusters Score -1.667073e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -16670726.000000 Penalty: 5766.768066
	Iteration 22Q: 3 clusters Score -1.667073e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -16670728.000000 Penalty: 5766.768066
	Iteration 23Q: 3 clusters Score -1.667073e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97635 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -16670747.000000 Penalty: 5766.768066
	Iteration 24Q: 3 clusters Score -1.667075e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -16670731.000000 Penalty: 5766.768066
	Iteration 25Q: 3 clusters Score -1.667073e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97786 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -16670767.000000 Penalty: 5766.768066
	Iteration 26Q: 3 clusters Score -1.667077e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -16670766.000000 Penalty: 5766.768066
	Iteration 27Q: 3 clusters Score -1.667077e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -16670768.000000 Penalty: 5766.768066
	Iteration 28Q: 3 clusters Score -1.667077e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -16670750.000000 Penalty: 5766.768066
	Iteration 29Q: 3 clusters Score -1.667075e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98065 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -16670750.000000 Penalty: 5766.768066
	Iteration 30Q: 3 clusters Score -1.667075e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -16670770.000000 Penalty: 5766.768066
	Iteration 31Q: 3 clusters Score -1.667077e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -16670758.000000 Penalty: 5766.768066
	Iteration 32Q: 3 clusters Score -1.667076e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -16670752.000000 Penalty: 5766.768066
	Iteration 33Q: 3 clusters Score -1.667075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -16670757.000000 Penalty: 5766.768066
	Iteration 34Q: 3 clusters Score -1.667076e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -16670740.000000 Penalty: 5766.768066
	Iteration 35Q: 3 clusters Score -1.667074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -16670762.000000 Penalty: 5766.768066
	Iteration 36Q: 3 clusters Score -1.667076e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -16670763.000000 Penalty: 5766.768066
	Iteration 37Q: 3 clusters Score -1.667076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98530 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -16670807.000000 Penalty: 5766.768066
	Iteration 38Q: 3 clusters Score -1.667081e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -16670832.000000 Penalty: 5766.768066
	Iteration 39Q: 3 clusters Score -1.667083e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98630 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -16670824.000000 Penalty: 5766.768066
	Iteration 40F: 3 clusters Score -1.667082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -16670818.000000 Penalty: 5766.768066
	Iteration 41Q: 3 clusters Score -1.667082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -16670812.000000 Penalty: 5766.768066
	Iteration 42Q: 3 clusters Score -1.667081e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -16670817.000000 Penalty: 5766.768066
	Iteration 43Q: 3 clusters Score -1.667082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98758 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -16670796.000000 Penalty: 5766.768066
	Iteration 44Q: 3 clusters Score -1.66708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98780 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -16670804.000000 Penalty: 5766.768066
	Iteration 45Q: 3 clusters Score -1.66708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -16670796.000000 Penalty: 5766.768066
	Iteration 46Q: 3 clusters Score -1.66708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -16670804.000000 Penalty: 5766.768066
	Iteration 47Q: 3 clusters Score -1.66708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -16670804.000000 Penalty: 5766.768066
	Iteration 48Q: 3 clusters Score -1.66708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98845 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -16670813.000000 Penalty: 5766.768066
	Iteration 49Q: 3 clusters Score -1.667081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -16670808.000000 Penalty: 5766.768066
	Iteration 50Q: 3 clusters Score -1.667081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -16670807.000000 Penalty: 5766.768066
	Iteration 51Q: 3 clusters Score -1.667081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -16670798.000000 Penalty: 5766.768066
	Iteration 52Q: 3 clusters Score -1.66708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -16670794.000000 Penalty: 5766.768066
	Iteration 53Q: 3 clusters Score -1.667079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -16670810.000000 Penalty: 5766.768066
	Iteration 54Q: 3 clusters Score -1.667081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98940 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -16670813.000000 Penalty: 5766.768066
	Iteration 55Q: 3 clusters Score -1.667081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98962 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -16670825.000000 Penalty: 5766.768066
	Iteration 56Q: 3 clusters Score -1.667082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -16670806.000000 Penalty: 5766.768066
	Iteration 57Q: 3 clusters Score -1.667081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -16670810.000000 Penalty: 5766.768066
	Iteration 58Q: 3 clusters Score -1.667081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99049 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -16670810.000000 Penalty: 5766.768066
	Iteration 59Q: 3 clusters Score -1.667081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -16670811.000000 Penalty: 5766.768066
	Iteration 60F: 3 clusters Score -1.667081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -16670818.000000 Penalty: 5766.768066
	Iteration 61Q: 3 clusters Score -1.667082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -16670827.000000 Penalty: 5766.768066
	Iteration 62Q: 3 clusters Score -1.667083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99111 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -16670811.000000 Penalty: 5766.768066
	Iteration 63Q: 3 clusters Score -1.667081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -16670790.000000 Penalty: 5766.768066
	Iteration 64Q: 3 clusters Score -1.667079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -16670801.000000 Penalty: 5766.768066
	Iteration 65Q: 3 clusters Score -1.66708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -16670815.000000 Penalty: 5766.768066
	Iteration 66Q: 3 clusters Score -1.667082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99157 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -16670800.000000 Penalty: 5766.768066
	Iteration 67Q: 3 clusters Score -1.66708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99169 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -16670793.000000 Penalty: 5766.768066
	Iteration 68Q: 3 clusters Score -1.667079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -16670816.000000 Penalty: 5766.768066
	Iteration 69Q: 3 clusters Score -1.667082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -16670829.000000 Penalty: 5766.768066
	Iteration 70Q: 3 clusters Score -1.667083e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99224 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -16670842.000000 Penalty: 5766.768066
	Iteration 71Q: 3 clusters Score -1.667084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -16670851.000000 Penalty: 5766.768066
	Iteration 72Q: 3 clusters Score -1.667085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99255 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -16670838.000000 Penalty: 5766.768066
	Iteration 73Q: 3 clusters Score -1.667084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99267 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -16670851.000000 Penalty: 5766.768066
	Iteration 74Q: 3 clusters Score -1.667085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99278 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -16670843.000000 Penalty: 5766.768066
	Iteration 75Q: 3 clusters Score -1.667084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -16670850.000000 Penalty: 5766.768066
	Iteration 76Q: 3 clusters Score -1.667085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -16670842.000000 Penalty: 5766.768066
	Iteration 77Q: 3 clusters Score -1.667084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -16670826.000000 Penalty: 5766.768066
	Iteration 78Q: 3 clusters Score -1.667083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -16670829.000000 Penalty: 5766.768066
	Iteration 79Q: 3 clusters Score -1.667083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -16670815.000000 Penalty: 5766.768066
	Iteration 80F: 3 clusters Score -1.667082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 99311 members 
Mstep: Class 31 contains 24121 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 25967 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 12722 members 
Entering Unmasked Estep 
Score: -114998000.000000 Penalty: 138244.546875
Splitting cluster 30 changes total score from -114997424.000000 to -114998000.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (24121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Entering Unmasked Estep 
Score: -3553537.500000 Penalty: 2502.527832
	Iteration 0F: 2 clusters Score -3553538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3536874.500000 Penalty: 5005.055664
	Iteration 0F: 3 clusters Score -3536874 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3542436.000000 Penalty: 5005.055664
	Iteration 1F: 3 clusters Score -3542436 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3543234.000000 Penalty: 5005.055664
	Iteration 2F: 3 clusters Score -3543234 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3544616.000000 Penalty: 5005.055664
	Iteration 3F: 3 clusters Score -3544616 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3546256.750000 Penalty: 5005.055664
	Iteration 4F: 3 clusters Score -3546257 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3548023.750000 Penalty: 5005.055664
	Iteration 5F: 3 clusters Score -3548024 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3549751.750000 Penalty: 5005.055664
	Iteration 6F: 3 clusters Score -3549752 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3551148.250000 Penalty: 5005.055664
	Iteration 7F: 3 clusters Score -3551148 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3552180.500000 Penalty: 5005.055664
	Iteration 8Q: 3 clusters Score -3552180 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3553051.250000 Penalty: 5005.055664
	Iteration 9Q: 3 clusters Score -3553051 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3553992.250000 Penalty: 5005.055664
	Iteration 10Q: 3 clusters Score -3553992 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3554602.750000 Penalty: 5005.055664
	Iteration 11Q: 3 clusters Score -3554603 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3554958.500000 Penalty: 5005.055664
	Iteration 12Q: 3 clusters Score -3554958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3555174.000000 Penalty: 5005.055664
	Iteration 13Q: 3 clusters Score -3555174 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3555326.250000 Penalty: 5005.055664
	Iteration 14Q: 3 clusters Score -3555326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3555485.750000 Penalty: 5005.055664
	Iteration 15Q: 3 clusters Score -3555486 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3555641.750000 Penalty: 5005.055664
	Iteration 16Q: 3 clusters Score -3555642 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3555798.250000 Penalty: 5005.055664
	Iteration 17Q: 3 clusters Score -3555798 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -3555958.000000 Penalty: 5005.055664
	Iteration 18Q: 3 clusters Score -3555958 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3556131.500000 Penalty: 5005.055664
	Iteration 19Q: 3 clusters Score -3556132 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3556332.250000 Penalty: 5005.055664
	Iteration 20F: 3 clusters Score -3556332 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -3556523.250000 Penalty: 5005.055664
	Iteration 21Q: 3 clusters Score -3556523 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3556725.000000 Penalty: 5005.055664
	Iteration 22Q: 3 clusters Score -3556725 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3556886.750000 Penalty: 5005.055664
	Iteration 23Q: 3 clusters Score -3556887 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3557016.500000 Penalty: 5005.055664
	Iteration 24Q: 3 clusters Score -3557016 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -3557118.500000 Penalty: 5005.055664
	Iteration 25Q: 3 clusters Score -3557118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3557174.500000 Penalty: 5005.055664
	Iteration 26Q: 3 clusters Score -3557174 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3557222.000000 Penalty: 5005.055664
	Iteration 27Q: 3 clusters Score -3557222 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3557236.500000 Penalty: 5005.055664
	Iteration 28Q: 3 clusters Score -3557236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3557279.500000 Penalty: 5005.055664
	Iteration 29Q: 3 clusters Score -3557280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3557299.500000 Penalty: 5005.055664
	Iteration 30Q: 3 clusters Score -3557300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -3557320.500000 Penalty: 5005.055664
	Iteration 31Q: 3 clusters Score -3557320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -3557338.250000 Penalty: 5005.055664
	Iteration 32Q: 3 clusters Score -3557338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3557359.750000 Penalty: 5005.055664
	Iteration 33Q: 3 clusters Score -3557360 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -3557366.750000 Penalty: 5005.055664
	Iteration 34Q: 3 clusters Score -3557367 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -3557381.000000 Penalty: 5005.055664
	Iteration 35Q: 3 clusters Score -3557381 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3557386.500000 Penalty: 5005.055664
	Iteration 36Q: 3 clusters Score -3557386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3557397.000000 Penalty: 5005.055664
	Iteration 37Q: 3 clusters Score -3557397 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3557411.250000 Penalty: 5005.055664
	Iteration 38Q: 3 clusters Score -3557411 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3557425.750000 Penalty: 5005.055664
	Iteration 39Q: 3 clusters Score -3557426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -3557450.500000 Penalty: 5005.055664
	Iteration 40F: 3 clusters Score -3557450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3557505.500000 Penalty: 5005.055664
	Iteration 41Q: 3 clusters Score -3557506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3557547.750000 Penalty: 5005.055664
	Iteration 42Q: 3 clusters Score -3557548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -3557612.750000 Penalty: 5005.055664
	Iteration 43Q: 3 clusters Score -3557613 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3557682.500000 Penalty: 5005.055664
	Iteration 44Q: 3 clusters Score -3557682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3557740.750000 Penalty: 5005.055664
	Iteration 45Q: 3 clusters Score -3557741 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3557816.750000 Penalty: 5005.055664
	Iteration 46Q: 3 clusters Score -3557817 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3557888.000000 Penalty: 5005.055664
	Iteration 47Q: 3 clusters Score -3557888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3557957.500000 Penalty: 5005.055664
	Iteration 48Q: 3 clusters Score -3557958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3558022.000000 Penalty: 5005.055664
	Iteration 49Q: 3 clusters Score -3558022 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3558082.250000 Penalty: 5005.055664
	Iteration 50Q: 3 clusters Score -3558082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -3558141.500000 Penalty: 5005.055664
	Iteration 51Q: 3 clusters Score -3558142 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3558190.250000 Penalty: 5005.055664
	Iteration 52Q: 3 clusters Score -3558190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -3558224.500000 Penalty: 5005.055664
	Iteration 53Q: 3 clusters Score -3558224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3558247.250000 Penalty: 5005.055664
	Iteration 54Q: 3 clusters Score -3558247 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -3558284.750000 Penalty: 5005.055664
	Iteration 55Q: 3 clusters Score -3558285 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3558309.000000 Penalty: 5005.055664
	Iteration 56Q: 3 clusters Score -3558309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3558344.500000 Penalty: 5005.055664
	Iteration 57Q: 3 clusters Score -3558344 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -3558355.000000 Penalty: 5005.055664
	Iteration 58Q: 3 clusters Score -3558355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -3558373.250000 Penalty: 5005.055664
	Iteration 59Q: 3 clusters Score -3558373 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -3558382.500000 Penalty: 5005.055664
	Iteration 60F: 3 clusters Score -3558382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3558404.000000 Penalty: 5005.055664
	Iteration 61Q: 3 clusters Score -3558404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3558418.250000 Penalty: 5005.055664
	Iteration 62Q: 3 clusters Score -3558418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3558420.250000 Penalty: 5005.055664
	Iteration 63Q: 3 clusters Score -3558420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3558434.250000 Penalty: 5005.055664
	Iteration 64Q: 3 clusters Score -3558434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -3558429.500000 Penalty: 5005.055664
	Iteration 65Q: 3 clusters Score -3558430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3558433.500000 Penalty: 5005.055664
	Iteration 66Q: 3 clusters Score -3558434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -3558435.500000 Penalty: 5005.055664
	Iteration 67Q: 3 clusters Score -3558436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3558446.250000 Penalty: 5005.055664
	Iteration 68Q: 3 clusters Score -3558446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3558444.500000 Penalty: 5005.055664
	Iteration 69Q: 3 clusters Score -3558444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3558447.750000 Penalty: 5005.055664
	Iteration 70Q: 3 clusters Score -3558448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3558463.500000 Penalty: 5005.055664
	Iteration 71Q: 3 clusters Score -3558464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3558456.000000 Penalty: 5005.055664
	Iteration 72Q: 3 clusters Score -3558456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3558460.250000 Penalty: 5005.055664
	Iteration 73Q: 3 clusters Score -3558460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -3558466.250000 Penalty: 5005.055664
	Iteration 74Q: 3 clusters Score -3558466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3558467.000000 Penalty: 5005.055664
	Iteration 75Q: 3 clusters Score -3558467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3558477.500000 Penalty: 5005.055664
	Iteration 76Q: 3 clusters Score -3558478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3558481.750000 Penalty: 5005.055664
	Iteration 77Q: 3 clusters Score -3558482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -3558484.500000 Penalty: 5005.055664
	Iteration 78Q: 3 clusters Score -3558484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3558477.250000 Penalty: 5005.055664
	Iteration 79Q: 3 clusters Score -3558477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3558478.250000 Penalty: 5005.055664
	Iteration 80F: 3 clusters Score -3558478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -3558480.000000 Penalty: 5005.055664
	Iteration 81Q: 3 clusters Score -3558480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3558483.500000 Penalty: 5005.055664
	Iteration 82Q: 3 clusters Score -3558484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3558486.250000 Penalty: 5005.055664
	Iteration 83Q: 3 clusters Score -3558486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3558481.750000 Penalty: 5005.055664
	Iteration 84Q: 3 clusters Score -3558482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3558484.750000 Penalty: 5005.055664
	Iteration 85Q: 3 clusters Score -3558485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3558487.750000 Penalty: 5005.055664
	Iteration 86Q: 3 clusters Score -3558488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3558487.000000 Penalty: 5005.055664
	Iteration 87Q: 3 clusters Score -3558487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3558487.250000 Penalty: 5005.055664
	Iteration 88Q: 3 clusters Score -3558487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3558487.250000 Penalty: 5005.055664
	Iteration 89F: 3 clusters Score -3558487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 99311 members 
Mstep: Class 31 contains 13207 members 
Mstep: Class 32 contains 4462 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 25967 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 12722 members 
Mstep: Class 42 contains 10914 members 
Entering Unmasked Estep 
Score: -115002552.000000 Penalty: 141616.375000
Splitting cluster 31 changes total score from -114997424.000000 to -115002552.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (4462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Entering Unmasked Estep 
Score: -614356.125000 Penalty: 2084.031494
	Iteration 0F: 2 clusters Score -614356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -610230.812500 Penalty: 4168.062988
	Iteration 0F: 3 clusters Score -610230.8 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -611789.125000 Penalty: 4168.062988
	Iteration 1F: 3 clusters Score -611789.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -612654.000000 Penalty: 4168.062988
	Iteration 2F: 3 clusters Score -612654 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -613514.437500 Penalty: 4168.062988
	Iteration 3F: 3 clusters Score -613514.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -614366.375000 Penalty: 4168.062988
	Iteration 4F: 3 clusters Score -614366.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -615047.750000 Penalty: 4168.062988
	Iteration 5F: 3 clusters Score -615047.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -615417.125000 Penalty: 4168.062988
	Iteration 6F: 3 clusters Score -615417.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -615602.625000 Penalty: 4168.062988
	Iteration 7Q: 3 clusters Score -615602.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -615762.562500 Penalty: 4168.062988
	Iteration 8Q: 3 clusters Score -615762.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -615949.875000 Penalty: 4168.062988
	Iteration 9Q: 3 clusters Score -615949.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -616185.000000 Penalty: 4168.062988
	Iteration 10Q: 3 clusters Score -616185 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -616448.875000 Penalty: 4168.062988
	Iteration 11Q: 3 clusters Score -616448.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -616594.750000 Penalty: 4168.062988
	Iteration 12Q: 3 clusters Score -616594.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -616659.187500 Penalty: 4168.062988
	Iteration 13Q: 3 clusters Score -616659.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -616682.250000 Penalty: 4168.062988
	Iteration 14Q: 3 clusters Score -616682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616687.500000 Penalty: 4168.062988
	Iteration 15Q: 3 clusters Score -616687.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616691.687500 Penalty: 4168.062988
	Iteration 16Q: 3 clusters Score -616691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -616693.500000 Penalty: 4168.062988
	Iteration 17Q: 3 clusters Score -616693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616695.562500 Penalty: 4168.062988
	Iteration 18Q: 3 clusters Score -616695.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -616698.250000 Penalty: 4168.062988
	Iteration 19Q: 3 clusters Score -616698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -616699.687500 Penalty: 4168.062988
	Iteration 20F: 3 clusters Score -616699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -616702.875000 Penalty: 4168.062988
	Iteration 21Q: 3 clusters Score -616702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616703.375000 Penalty: 4168.062988
	Iteration 22Q: 3 clusters Score -616703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -616703.375000 Penalty: 4168.062988
	Iteration 23F: 3 clusters Score -616703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 99311 members 
Mstep: Class 31 contains 13207 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 11934 members 
Mstep: Class 34 contains 4385 members 
Mstep: Class 35 contains 7702 members 
Mstep: Class 36 contains 4011 members 
Mstep: Class 37 contains 1987 members 
Mstep: Class 38 contains 1803 members 
Mstep: Class 39 contains 25967 members 
Mstep: Class 40 contains 591 members 
Mstep: Class 41 contains 12722 members 
Mstep: Class 42 contains 10914 members 
Mstep: Class 43 contains 1874 members 
Entering Unmasked Estep 
Score: -115003520.000000 Penalty: 144988.187500
Splitting cluster 32 changes total score from -114997424.000000 to -115003520.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (11934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Entering Unmasked Estep 
Score: -1634621.875000 Penalty: 2328.012451
	Iteration 0F: 2 clusters Score -1634622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1625681.000000 Penalty: 4656.024902
	Iteration 0F: 3 clusters Score -1625681 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1628573.375000 Penalty: 4656.024902
	Iteration 1F: 3 clusters Score -1628573 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1629191.125000 Penalty: 4656.024902
	Iteration 2F: 3 clusters Score -1629191 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1629892.875000 Penalty: 4656.024902
	Iteration 3F: 3 clusters Score -1629893 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1630599.000000 Penalty: 4656.024902
	Iteration 4F: 3 clusters Score -1630599 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1631337.250000 Penalty: 4656.024902
	Iteration 5F: 3 clusters Score -1631337 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1631976.000000 Penalty: 4656.024902
	Iteration 6F: 3 clusters Score -1631976 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1632402.500000 Penalty: 4656.024902
	Iteration 7F: 3 clusters Score -1632402 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1632709.375000 Penalty: 4656.024902
	Iteration 8Q: 3 clusters Score -1632709 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1632950.375000 Penalty: 4656.024902
	Iteration 9Q: 3 clusters Score -1632950 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1633119.250000 Penalty: 4656.024902
	Iteration 10Q: 3 clusters Score -1633119 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1633276.625000 Penalty: 4656.024902
	Iteration 11Q: 3 clusters Score -1633277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1633405.625000 Penalty: 4656.024902
	Iteration 12Q: 3 clusters Score -1633406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1633573.375000 Penalty: 4656.024902
	Iteration 13Q: 3 clusters Score -1633573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1633728.375000 Penalty: 4656.024902
	Iteration 14Q: 3 clusters Score -1633728 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1633848.625000 Penalty: 4656.024902
	Iteration 15Q: 3 clusters Score -1633849 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1633954.125000 Penalty: 4656.024902
	Iteration 16Q: 3 clusters Score -1633954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1634028.500000 Penalty: 4656.024902
	Iteration 17Q: 3 clusters Score -1634028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1634080.250000 Penalty: 4656.024902
	Iteration 18Q: 3 clusters Score -1634080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1634116.125000 Penalty: 4656.024902
	Iteration 19Q: 3 clusters Score -1634116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1634149.125000 Penalty: 4656.024902
	Iteration 20F: 3 clusters Score -1634149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1634158.125000 Penalty: 4656.024902
	Iteration 21Q: 3 clusters Score -1634158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1634165.250000 Penalty: 4656.024902
	Iteration 22Q: 3 clusters Score -1634165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1634175.125000 Penalty: 4656.024902
	Iteration 23Q: 3 clusters Score -1634175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1634186.375000 Penalty: 4656.024902
	Iteration 24Q: 3 clusters Score -1634186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1634198.000000 Penalty: 4656.024902
	Iteration 25Q: 3 clusters Score -1634198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1634204.125000 Penalty: 4656.024902
	Iteration 26Q: 3 clusters Score -1634204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1634206.500000 Penalty: 4656.024902
	Iteration 27Q: 3 clusters Score -1634206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1634210.750000 Penalty: 4656.024902
	Iteration 28Q: 3 clusters Score -1634211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1634210.125000 Penalty: 4656.024902
	Iteration 29Q: 3 clusters Score -1634210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1634211.000000 Penalty: 4656.024902
	Iteration 30Q: 3 clusters Score -1634211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1634211.750000 Penalty: 4656.024902
	Iteration 31Q: 3 clusters Score -1634212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1634213.250000 Penalty: 4656.024902
	Iteration 32Q: 3 clusters Score -1634213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1634214.000000 Penalty: 4656.024902
	Iteration 33Q: 3 clusters Score -1634214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1634215.625000 Penalty: 4656.024902
	Iteration 34Q: 3 clusters Score -1634216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1634221.500000 Penalty: 4656.024902
	Iteration 35Q: 3 clusters Score -1634222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1634217.625000 Penalty: 4656.024902
	Iteration 36Q: 3 clusters Score -1634218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1634219.250000 Penalty: 4656.024902
	Iteration 37Q: 3 clusters Score -1634219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1634220.375000 Penalty: 4656.024902
	Iteration 38Q: 3 clusters Score -1634220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1634221.375000 Penalty: 4656.024902
	Iteration 39Q: 3 clusters Score -1634221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1634219.750000 Penalty: 4656.024902
	Iteration 40F: 3 clusters Score -1634220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1634222.875000 Penalty: 4656.024902
	Iteration 41Q: 3 clusters Score -1634223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1634224.500000 Penalty: 4656.024902
	Iteration 42Q: 3 clusters Score -1634224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1634223.875000 Penalty: 4656.024902
	Iteration 43Q: 3 clusters Score -1634224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1634223.875000 Penalty: 4656.024902
	Iteration 44F: 3 clusters Score -1634224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 5656 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 9436 members 
Mstep: Class 5 contains 12366 members 
Mstep: Class 6 contains 56588 members 
Mstep: Class 7 contains 10434 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 100145 members 
Mstep: Class 10 contains 7525 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 12 contains 8421 members 
Mstep: Class 13 contains 20343 members 
Mstep: Class 14 contains 6190 members 
Mstep: Class 15 contains 10558 members 
Mstep: Class 16 contains 39740 members 
Mstep: Class 17 contains 22525 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 81584 members 
Mstep: Class 22 contains 31809 members 
Mstep: Class 23 contains 3965 members 
Mstep: Class 24 contains 79631 members 
Mstep: Class 25 contains 6425 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 16769 members 
Mstep: Class 28 contains 8743 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 99311 members 
Mstep: Class 31 contains 13207 members 
Mstep: Class 32 contains 2588 members 
Mstep: Class 33 contains 11934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010176.000000 Penalty: 144988.187500
Iteration 79Q: 44 clusters Score -1.150102e+08 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 901 members 
Mstep: Class 4 contains 9488 members 
Mstep: Class 5 contains 12336 members 
Mstep: Class 6 contains 57143 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 100659 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 8372 members 
Mstep: Class 13 contains 20340 members 
Mstep: Class 14 contains 6265 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 18852 members 
Mstep: Class 20 contains 611 members 
Mstep: Class 21 contains 81911 members 
Mstep: Class 22 contains 32076 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 80180 members 
Mstep: Class 25 contains 6490 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 8687 members 
Mstep: Class 29 contains 176 members 
Mstep: Class 30 contains 97605 members 
Mstep: Class 31 contains 13339 members 
Mstep: Class 32 contains 2766 members 
Mstep: Class 33 contains 11870 members 
Mstep: Class 34 contains 4101 members 
Mstep: Class 35 contains 7657 members 
Mstep: Class 36 contains 3784 members 
Mstep: Class 37 contains 1986 members 
Mstep: Class 38 contains 1745 members 
Mstep: Class 39 contains 24779 members 
Mstep: Class 40 contains 588 members 
Mstep: Class 41 contains 12211 members 
Mstep: Class 42 contains 10511 members 
Mstep: Class 43 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115017656.000000 Penalty: 144988.187500
Iteration 80F: 44 clusters Score -1.150177e+08 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 5543 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 9460 members 
Mstep: Class 5 contains 12172 members 
Mstep: Class 6 contains 57291 members 
Mstep: Class 7 contains 10329 members 
Mstep: Class 8 contains 3410 members 
Mstep: Class 9 contains 100189 members 
Mstep: Class 10 contains 7583 members 
Mstep: Class 11 contains 5557 members 
Mstep: Class 12 contains 8331 members 
Mstep: Class 13 contains 20299 members 
Mstep: Class 14 contains 6376 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 41308 members 
Mstep: Class 17 contains 22068 members 
Mstep: Class 18 contains 1050 members 
Mstep: Class 19 contains 18628 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 82121 members 
Mstep: Class 22 contains 31705 members 
Mstep: Class 23 contains 4268 members 
Mstep: Class 24 contains 80193 members 
Mstep: Class 25 contains 6459 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 16903 members 
Mstep: Class 28 contains 8586 members 
Mstep: Class 29 contains 176 members 
Mstep: Class 30 contains 95990 members 
Mstep: Class 31 contains 13444 members 
Mstep: Class 32 contains 2855 members 
Mstep: Class 33 contains 11803 members 
Mstep: Class 34 contains 4211 members 
Mstep: Class 35 contains 7681 members 
Mstep: Class 36 contains 4014 members 
Mstep: Class 37 contains 1994 members 
Mstep: Class 38 contains 1988 members 
Mstep: Class 39 contains 24960 members 
Mstep: Class 40 contains 787 members 
Mstep: Class 41 contains 13508 members 
Mstep: Class 42 contains 10685 members 
Mstep: Class 43 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115020360.000000 Penalty: 144988.187500
Iteration 81Q: 44 clusters Score -1.150204e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 5497 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 9417 members 
Mstep: Class 5 contains 12102 members 
Mstep: Class 6 contains 57447 members 
Mstep: Class 7 contains 10205 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 99754 members 
Mstep: Class 10 contains 7613 members 
Mstep: Class 11 contains 5542 members 
Mstep: Class 12 contains 8310 members 
Mstep: Class 13 contains 20247 members 
Mstep: Class 14 contains 6519 members 
Mstep: Class 15 contains 10318 members 
Mstep: Class 16 contains 41846 members 
Mstep: Class 17 contains 21958 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 18547 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 82330 members 
Mstep: Class 22 contains 31457 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 80221 members 
Mstep: Class 25 contains 6489 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 16935 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 177 members 
Mstep: Class 30 contains 94669 members 
Mstep: Class 31 contains 13550 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 11765 members 
Mstep: Class 34 contains 4270 members 
Mstep: Class 35 contains 7666 members 
Mstep: Class 36 contains 4158 members 
Mstep: Class 37 contains 1995 members 
Mstep: Class 38 contains 2101 members 
Mstep: Class 39 contains 24923 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 14323 members 
Mstep: Class 42 contains 10750 members 
Mstep: Class 43 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115021816.000000 Penalty: 144988.187500
Iteration 82Q: 44 clusters Score -1.150218e+08 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 12067 members 
Mstep: Class 6 contains 57605 members 
Mstep: Class 7 contains 10117 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 99272 members 
Mstep: Class 10 contains 7645 members 
Mstep: Class 11 contains 5553 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 13 contains 20207 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 10275 members 
Mstep: Class 16 contains 42322 members 
Mstep: Class 17 contains 21901 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 18501 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 82540 members 
Mstep: Class 22 contains 31319 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 80246 members 
Mstep: Class 25 contains 6504 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 16956 members 
Mstep: Class 28 contains 8530 members 
Mstep: Class 29 contains 179 members 
Mstep: Class 30 contains 93518 members 
Mstep: Class 31 contains 13644 members 
Mstep: Class 32 contains 2953 members 
Mstep: Class 33 contains 11739 members 
Mstep: Class 34 contains 4282 members 
Mstep: Class 35 contains 7643 members 
Mstep: Class 36 contains 4270 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 24828 members 
Mstep: Class 40 contains 986 members 
Mstep: Class 41 contains 15023 members 
Mstep: Class 42 contains 10786 members 
Mstep: Class 43 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023248.000000 Penalty: 144988.187500
Iteration 83Q: 44 clusters Score -1.150232e+08 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 12043 members 
Mstep: Class 6 contains 57710 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 98849 members 
Mstep: Class 10 contains 7680 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 12 contains 8293 members 
Mstep: Class 13 contains 20177 members 
Mstep: Class 14 contains 6804 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 42768 members 
Mstep: Class 17 contains 21855 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 18474 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 82752 members 
Mstep: Class 22 contains 31246 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 80256 members 
Mstep: Class 25 contains 6551 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 16966 members 
Mstep: Class 28 contains 8501 members 
Mstep: Class 29 contains 180 members 
Mstep: Class 30 contains 92450 members 
Mstep: Class 31 contains 13712 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11695 members 
Mstep: Class 34 contains 4295 members 
Mstep: Class 35 contains 7624 members 
Mstep: Class 36 contains 4328 members 
Mstep: Class 37 contains 1998 members 
Mstep: Class 38 contains 2222 members 
Mstep: Class 39 contains 24739 members 
Mstep: Class 40 contains 1055 members 
Mstep: Class 41 contains 15636 members 
Mstep: Class 42 contains 10817 members 
Mstep: Class 43 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024016.000000 Penalty: 144988.187500
Iteration 84Q: 44 clusters Score -1.15024e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9276 members 
Mstep: Class 5 contains 12027 members 
Mstep: Class 6 contains 57791 members 
Mstep: Class 7 contains 10085 members 
Mstep: Class 8 contains 3782 members 
Mstep: Class 9 contains 98439 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 5583 members 
Mstep: Class 12 contains 8285 members 
Mstep: Class 13 contains 20152 members 
Mstep: Class 14 contains 6934 members 
Mstep: Class 15 contains 10212 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 21834 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 18470 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 82915 members 
Mstep: Class 22 contains 31197 members 
Mstep: Class 23 contains 4504 members 
Mstep: Class 24 contains 80263 members 
Mstep: Class 25 contains 6602 members 
Mstep: Class 26 contains 5500 members 
Mstep: Class 27 contains 16975 members 
Mstep: Class 28 contains 8489 members 
Mstep: Class 29 contains 181 members 
Mstep: Class 30 contains 91479 members 
Mstep: Class 31 contains 13776 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 11688 members 
Mstep: Class 34 contains 4307 members 
Mstep: Class 35 contains 7612 members 
Mstep: Class 36 contains 4368 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2260 members 
Mstep: Class 39 contains 24630 members 
Mstep: Class 40 contains 1132 members 
Mstep: Class 41 contains 16200 members 
Mstep: Class 42 contains 10841 members 
Mstep: Class 43 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024088.000000 Penalty: 144988.187500
Iteration 85Q: 44 clusters Score -1.150241e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 5394 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9213 members 
Mstep: Class 5 contains 12024 members 
Mstep: Class 6 contains 57852 members 
Mstep: Class 7 contains 10091 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 98016 members 
Mstep: Class 10 contains 7728 members 
Mstep: Class 11 contains 5609 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 13 contains 20120 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 15 contains 10158 members 
Mstep: Class 16 contains 43636 members 
Mstep: Class 17 contains 21834 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 18472 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83082 members 
Mstep: Class 22 contains 31162 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 80283 members 
Mstep: Class 25 contains 6644 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 16981 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 90481 members 
Mstep: Class 31 contains 13822 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 11659 members 
Mstep: Class 34 contains 4334 members 
Mstep: Class 35 contains 7588 members 
Mstep: Class 36 contains 4402 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2285 members 
Mstep: Class 39 contains 24548 members 
Mstep: Class 40 contains 1232 members 
Mstep: Class 41 contains 16781 members 
Mstep: Class 42 contains 10863 members 
Mstep: Class 43 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025160.000000 Penalty: 144988.187500
Iteration 86Q: 44 clusters Score -1.150252e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9154 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 57911 members 
Mstep: Class 7 contains 10096 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 97567 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 8276 members 
Mstep: Class 13 contains 20094 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 10082 members 
Mstep: Class 16 contains 44051 members 
Mstep: Class 17 contains 21863 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 18452 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83254 members 
Mstep: Class 22 contains 31124 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 80300 members 
Mstep: Class 25 contains 6676 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 16991 members 
Mstep: Class 28 contains 8511 members 
Mstep: Class 29 contains 183 members 
Mstep: Class 30 contains 89545 members 
Mstep: Class 31 contains 13846 members 
Mstep: Class 32 contains 2998 members 
Mstep: Class 33 contains 11650 members 
Mstep: Class 34 contains 4357 members 
Mstep: Class 35 contains 7566 members 
Mstep: Class 36 contains 4426 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2305 members 
Mstep: Class 39 contains 24481 members 
Mstep: Class 40 contains 1360 members 
Mstep: Class 41 contains 17325 members 
Mstep: Class 42 contains 10881 members 
Mstep: Class 43 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026096.000000 Penalty: 144988.187500
Iteration 87Q: 44 clusters Score -1.150261e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9097 members 
Mstep: Class 5 contains 12011 members 
Mstep: Class 6 contains 57966 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 97147 members 
Mstep: Class 10 contains 7777 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 8271 members 
Mstep: Class 13 contains 20075 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 44423 members 
Mstep: Class 17 contains 21889 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 18436 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83410 members 
Mstep: Class 22 contains 31101 members 
Mstep: Class 23 contains 4618 members 
Mstep: Class 24 contains 80349 members 
Mstep: Class 25 contains 6704 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 16984 members 
Mstep: Class 28 contains 8514 members 
Mstep: Class 29 contains 186 members 
Mstep: Class 30 contains 88649 members 
Mstep: Class 31 contains 13885 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11642 members 
Mstep: Class 34 contains 4380 members 
Mstep: Class 35 contains 7546 members 
Mstep: Class 36 contains 4446 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2327 members 
Mstep: Class 39 contains 24417 members 
Mstep: Class 40 contains 1464 members 
Mstep: Class 41 contains 17847 members 
Mstep: Class 42 contains 10894 members 
Mstep: Class 43 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027016.000000 Penalty: 144988.187500
Iteration 88Q: 44 clusters Score -1.15027e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 5385 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 9045 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 58008 members 
Mstep: Class 7 contains 10076 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 96743 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 5665 members 
Mstep: Class 12 contains 8269 members 
Mstep: Class 13 contains 20051 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 9918 members 
Mstep: Class 16 contains 44734 members 
Mstep: Class 17 contains 21899 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83554 members 
Mstep: Class 22 contains 31124 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 80435 members 
Mstep: Class 25 contains 6743 members 
Mstep: Class 26 contains 5495 members 
Mstep: Class 27 contains 16992 members 
Mstep: Class 28 contains 8527 members 
Mstep: Class 29 contains 194 members 
Mstep: Class 30 contains 87780 members 
Mstep: Class 31 contains 13930 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 11628 members 
Mstep: Class 34 contains 4398 members 
Mstep: Class 35 contains 7525 members 
Mstep: Class 36 contains 4469 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2344 members 
Mstep: Class 39 contains 24339 members 
Mstep: Class 40 contains 1551 members 
Mstep: Class 41 contains 18360 members 
Mstep: Class 42 contains 10900 members 
Mstep: Class 43 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027288.000000 Penalty: 144988.187500
Iteration 89Q: 44 clusters Score -1.150273e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 5378 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 58065 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 96368 members 
Mstep: Class 10 contains 7806 members 
Mstep: Class 11 contains 5680 members 
Mstep: Class 12 contains 8267 members 
Mstep: Class 13 contains 20039 members 
Mstep: Class 14 contains 7409 members 
Mstep: Class 15 contains 9865 members 
Mstep: Class 16 contains 45029 members 
Mstep: Class 17 contains 21895 members 
Mstep: Class 18 contains 880 members 
Mstep: Class 19 contains 18431 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83680 members 
Mstep: Class 22 contains 31170 members 
Mstep: Class 23 contains 4663 members 
Mstep: Class 24 contains 80509 members 
Mstep: Class 25 contains 6797 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 17004 members 
Mstep: Class 28 contains 8523 members 
Mstep: Class 29 contains 197 members 
Mstep: Class 30 contains 86964 members 
Mstep: Class 31 contains 13961 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11605 members 
Mstep: Class 34 contains 4414 members 
Mstep: Class 35 contains 7511 members 
Mstep: Class 36 contains 4493 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2367 members 
Mstep: Class 39 contains 24254 members 
Mstep: Class 40 contains 1613 members 
Mstep: Class 41 contains 18860 members 
Mstep: Class 42 contains 10910 members 
Mstep: Class 43 contains 2180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028184.000000 Penalty: 144988.187500
Iteration 90Q: 44 clusters Score -1.150282e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 5380 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 8951 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 58106 members 
Mstep: Class 7 contains 10041 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 95974 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 8268 members 
Mstep: Class 13 contains 20034 members 
Mstep: Class 14 contains 7495 members 
Mstep: Class 15 contains 9823 members 
Mstep: Class 16 contains 45280 members 
Mstep: Class 17 contains 21905 members 
Mstep: Class 18 contains 877 members 
Mstep: Class 19 contains 18436 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83796 members 
Mstep: Class 22 contains 31238 members 
Mstep: Class 23 contains 4700 members 
Mstep: Class 24 contains 80569 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 17012 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 201 members 
Mstep: Class 30 contains 86262 members 
Mstep: Class 31 contains 13978 members 
Mstep: Class 32 contains 2998 members 
Mstep: Class 33 contains 11575 members 
Mstep: Class 34 contains 4429 members 
Mstep: Class 35 contains 7496 members 
Mstep: Class 36 contains 4509 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2386 members 
Mstep: Class 39 contains 24146 members 
Mstep: Class 40 contains 1652 members 
Mstep: Class 41 contains 19365 members 
Mstep: Class 42 contains 10916 members 
Mstep: Class 43 contains 2192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028832.000000 Penalty: 144988.187500
Iteration 91Q: 44 clusters Score -1.150288e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 58167 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 95589 members 
Mstep: Class 10 contains 7828 members 
Mstep: Class 11 contains 5714 members 
Mstep: Class 12 contains 8275 members 
Mstep: Class 13 contains 20027 members 
Mstep: Class 14 contains 7579 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 45504 members 
Mstep: Class 17 contains 21916 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 18435 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 83906 members 
Mstep: Class 22 contains 31295 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 80656 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 17022 members 
Mstep: Class 28 contains 8541 members 
Mstep: Class 29 contains 204 members 
Mstep: Class 30 contains 85604 members 
Mstep: Class 31 contains 13992 members 
Mstep: Class 32 contains 2997 members 
Mstep: Class 33 contains 11551 members 
Mstep: Class 34 contains 4448 members 
Mstep: Class 35 contains 7478 members 
Mstep: Class 36 contains 4522 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2410 members 
Mstep: Class 39 contains 24030 members 
Mstep: Class 40 contains 1681 members 
Mstep: Class 41 contains 19837 members 
Mstep: Class 42 contains 10920 members 
Mstep: Class 43 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029280.000000 Penalty: 144988.187500
Iteration 92Q: 44 clusters Score -1.150293e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 5362 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 8859 members 
Mstep: Class 5 contains 12005 members 
Mstep: Class 6 contains 58218 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 95187 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 11 contains 5743 members 
Mstep: Class 12 contains 8286 members 
Mstep: Class 13 contains 20022 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 9750 members 
Mstep: Class 16 contains 45681 members 
Mstep: Class 17 contains 21930 members 
Mstep: Class 18 contains 874 members 
Mstep: Class 19 contains 18433 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84028 members 
Mstep: Class 22 contains 31371 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 80727 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 17019 members 
Mstep: Class 28 contains 8543 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 84938 members 
Mstep: Class 31 contains 14005 members 
Mstep: Class 32 contains 2994 members 
Mstep: Class 33 contains 11534 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 7451 members 
Mstep: Class 36 contains 4543 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2428 members 
Mstep: Class 39 contains 23944 members 
Mstep: Class 40 contains 1702 members 
Mstep: Class 41 contains 20323 members 
Mstep: Class 42 contains 10927 members 
Mstep: Class 43 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029856.000000 Penalty: 144988.187500
Iteration 93Q: 44 clusters Score -1.150299e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 5365 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 58275 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 94812 members 
Mstep: Class 10 contains 7855 members 
Mstep: Class 11 contains 5769 members 
Mstep: Class 12 contains 8291 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 7731 members 
Mstep: Class 15 contains 9719 members 
Mstep: Class 16 contains 45810 members 
Mstep: Class 17 contains 21944 members 
Mstep: Class 18 contains 871 members 
Mstep: Class 19 contains 18431 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84154 members 
Mstep: Class 22 contains 31434 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 80786 members 
Mstep: Class 25 contains 6999 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 17015 members 
Mstep: Class 28 contains 8547 members 
Mstep: Class 29 contains 214 members 
Mstep: Class 30 contains 84308 members 
Mstep: Class 31 contains 14016 members 
Mstep: Class 32 contains 2991 members 
Mstep: Class 33 contains 11511 members 
Mstep: Class 34 contains 4484 members 
Mstep: Class 35 contains 7429 members 
Mstep: Class 36 contains 4560 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2443 members 
Mstep: Class 39 contains 23880 members 
Mstep: Class 40 contains 1718 members 
Mstep: Class 41 contains 20850 members 
Mstep: Class 42 contains 10941 members 
Mstep: Class 43 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030464.000000 Penalty: 144988.187500
Iteration 94Q: 44 clusters Score -1.150305e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 5366 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 8752 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 94436 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 8297 members 
Mstep: Class 13 contains 19992 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 9697 members 
Mstep: Class 16 contains 45917 members 
Mstep: Class 17 contains 21951 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 18420 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84270 members 
Mstep: Class 22 contains 31509 members 
Mstep: Class 23 contains 4803 members 
Mstep: Class 24 contains 80844 members 
Mstep: Class 25 contains 7054 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 17017 members 
Mstep: Class 28 contains 8559 members 
Mstep: Class 29 contains 219 members 
Mstep: Class 30 contains 83676 members 
Mstep: Class 31 contains 14022 members 
Mstep: Class 32 contains 2986 members 
Mstep: Class 33 contains 11484 members 
Mstep: Class 34 contains 4495 members 
Mstep: Class 35 contains 7393 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2444 members 
Mstep: Class 39 contains 23798 members 
Mstep: Class 40 contains 1730 members 
Mstep: Class 41 contains 21429 members 
Mstep: Class 42 contains 10959 members 
Mstep: Class 43 contains 2226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030936.000000 Penalty: 144988.187500
Iteration 95Q: 44 clusters Score -1.150309e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 11991 members 
Mstep: Class 6 contains 58398 members 
Mstep: Class 7 contains 9961 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 93978 members 
Mstep: Class 10 contains 7879 members 
Mstep: Class 11 contains 5845 members 
Mstep: Class 12 contains 8294 members 
Mstep: Class 13 contains 19976 members 
Mstep: Class 14 contains 7847 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 46011 members 
Mstep: Class 17 contains 21948 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 18410 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84386 members 
Mstep: Class 22 contains 31588 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 80903 members 
Mstep: Class 25 contains 7091 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 17021 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 83049 members 
Mstep: Class 31 contains 14027 members 
Mstep: Class 32 contains 2983 members 
Mstep: Class 33 contains 11474 members 
Mstep: Class 34 contains 4517 members 
Mstep: Class 35 contains 7354 members 
Mstep: Class 36 contains 4592 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2454 members 
Mstep: Class 39 contains 23724 members 
Mstep: Class 40 contains 1737 members 
Mstep: Class 41 contains 22077 members 
Mstep: Class 42 contains 10967 members 
Mstep: Class 43 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031080.000000 Penalty: 144988.187500
Iteration 96Q: 44 clusters Score -1.150311e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 8668 members 
Mstep: Class 5 contains 11991 members 
Mstep: Class 6 contains 58451 members 
Mstep: Class 7 contains 9946 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 93502 members 
Mstep: Class 10 contains 7885 members 
Mstep: Class 11 contains 5894 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 19957 members 
Mstep: Class 14 contains 7905 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 46089 members 
Mstep: Class 17 contains 21942 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84526 members 
Mstep: Class 22 contains 31667 members 
Mstep: Class 23 contains 4861 members 
Mstep: Class 24 contains 80942 members 
Mstep: Class 25 contains 7123 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 17019 members 
Mstep: Class 28 contains 8576 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 82411 members 
Mstep: Class 31 contains 14039 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 11454 members 
Mstep: Class 34 contains 4528 members 
Mstep: Class 35 contains 7313 members 
Mstep: Class 36 contains 4598 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2482 members 
Mstep: Class 39 contains 23653 members 
Mstep: Class 40 contains 1744 members 
Mstep: Class 41 contains 22752 members 
Mstep: Class 42 contains 10973 members 
Mstep: Class 43 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031632.000000 Penalty: 144988.187500
Iteration 97Q: 44 clusters Score -1.150316e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 11992 members 
Mstep: Class 6 contains 58500 members 
Mstep: Class 7 contains 9931 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 93009 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 5970 members 
Mstep: Class 12 contains 8307 members 
Mstep: Class 13 contains 19947 members 
Mstep: Class 14 contains 7970 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 46162 members 
Mstep: Class 17 contains 21951 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 18400 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84668 members 
Mstep: Class 22 contains 31743 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 80956 members 
Mstep: Class 25 contains 7148 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 17020 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 81764 members 
Mstep: Class 31 contains 14048 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 7252 members 
Mstep: Class 36 contains 4604 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2497 members 
Mstep: Class 39 contains 23598 members 
Mstep: Class 40 contains 1749 members 
Mstep: Class 41 contains 23501 members 
Mstep: Class 42 contains 10978 members 
Mstep: Class 43 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031928.000000 Penalty: 144988.187500
Iteration 98Q: 44 clusters Score -1.150319e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 58561 members 
Mstep: Class 7 contains 9934 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 92548 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 19941 members 
Mstep: Class 14 contains 8015 members 
Mstep: Class 15 contains 9673 members 
Mstep: Class 16 contains 46243 members 
Mstep: Class 17 contains 21950 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 18392 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84794 members 
Mstep: Class 22 contains 31808 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 80942 members 
Mstep: Class 25 contains 7187 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 17021 members 
Mstep: Class 28 contains 8574 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 81140 members 
Mstep: Class 31 contains 14055 members 
Mstep: Class 32 contains 2978 members 
Mstep: Class 33 contains 11421 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 7147 members 
Mstep: Class 36 contains 4618 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2507 members 
Mstep: Class 39 contains 23520 members 
Mstep: Class 40 contains 1755 members 
Mstep: Class 41 contains 24241 members 
Mstep: Class 42 contains 10982 members 
Mstep: Class 43 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032384.000000 Penalty: 144988.187500
Iteration 99Q: 44 clusters Score -1.150324e+08 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 5360 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 8536 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 58616 members 
Mstep: Class 7 contains 9928 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 92131 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 6251 members 
Mstep: Class 12 contains 8329 members 
Mstep: Class 13 contains 19934 members 
Mstep: Class 14 contains 8072 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 46308 members 
Mstep: Class 17 contains 21942 members 
Mstep: Class 18 contains 869 members 
Mstep: Class 19 contains 18375 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 84911 members 
Mstep: Class 22 contains 31882 members 
Mstep: Class 23 contains 4961 members 
Mstep: Class 24 contains 80922 members 
Mstep: Class 25 contains 7244 members 
Mstep: Class 26 contains 5481 members 
Mstep: Class 27 contains 17020 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 80520 members 
Mstep: Class 31 contains 14060 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11415 members 
Mstep: Class 34 contains 4555 members 
Mstep: Class 35 contains 6982 members 
Mstep: Class 36 contains 4623 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2507 members 
Mstep: Class 39 contains 23444 members 
Mstep: Class 40 contains 1757 members 
Mstep: Class 41 contains 24989 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032592.000000 Penalty: 144988.187500
Iteration 100F: 44 clusters Score -1.150326e+08 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 5358 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 8503 members 
Mstep: Class 5 contains 11999 members 
Mstep: Class 6 contains 58675 members 
Mstep: Class 7 contains 9912 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 91680 members 
Mstep: Class 10 contains 7904 members 
Mstep: Class 11 contains 6495 members 
Mstep: Class 12 contains 8332 members 
Mstep: Class 13 contains 19928 members 
Mstep: Class 14 contains 8132 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 46379 members 
Mstep: Class 17 contains 21927 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 18368 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85024 members 
Mstep: Class 22 contains 31960 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 80869 members 
Mstep: Class 25 contains 7298 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 17023 members 
Mstep: Class 28 contains 8547 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 79830 members 
Mstep: Class 31 contains 14068 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 11416 members 
Mstep: Class 34 contains 4563 members 
Mstep: Class 35 contains 6743 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2518 members 
Mstep: Class 39 contains 23357 members 
Mstep: Class 40 contains 1764 members 
Mstep: Class 41 contains 25852 members 
Mstep: Class 42 contains 10989 members 
Mstep: Class 43 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033528.000000 Penalty: 144988.187500
Iteration 101Q: 44 clusters Score -1.150335e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8466 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 58729 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 91228 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 8339 members 
Mstep: Class 13 contains 19921 members 
Mstep: Class 14 contains 8197 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 46436 members 
Mstep: Class 17 contains 21914 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85155 members 
Mstep: Class 22 contains 32039 members 
Mstep: Class 23 contains 4982 members 
Mstep: Class 24 contains 80819 members 
Mstep: Class 25 contains 7351 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 17025 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 79078 members 
Mstep: Class 31 contains 14091 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11418 members 
Mstep: Class 34 contains 4569 members 
Mstep: Class 35 contains 6393 members 
Mstep: Class 36 contains 4624 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2524 members 
Mstep: Class 39 contains 23267 members 
Mstep: Class 40 contains 1768 members 
Mstep: Class 41 contains 26772 members 
Mstep: Class 42 contains 10998 members 
Mstep: Class 43 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035392.000000 Penalty: 144988.187500
Iteration 102Q: 44 clusters Score -1.150354e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 5367 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8437 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 58780 members 
Mstep: Class 7 contains 9878 members 
Mstep: Class 8 contains 4194 members 
Mstep: Class 9 contains 90734 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 7163 members 
Mstep: Class 12 contains 8345 members 
Mstep: Class 13 contains 19918 members 
Mstep: Class 14 contains 8266 members 
Mstep: Class 15 contains 9662 members 
Mstep: Class 16 contains 46454 members 
Mstep: Class 17 contains 21886 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 18344 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85275 members 
Mstep: Class 22 contains 32140 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 80759 members 
Mstep: Class 25 contains 7401 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 17028 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 78281 members 
Mstep: Class 31 contains 14101 members 
Mstep: Class 32 contains 2978 members 
Mstep: Class 33 contains 11415 members 
Mstep: Class 34 contains 4569 members 
Mstep: Class 35 contains 6102 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2526 members 
Mstep: Class 39 contains 23197 members 
Mstep: Class 40 contains 1770 members 
Mstep: Class 41 contains 27787 members 
Mstep: Class 42 contains 11001 members 
Mstep: Class 43 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037320.000000 Penalty: 144988.187500
Iteration 103Q: 44 clusters Score -1.150373e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 5371 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8405 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 58833 members 
Mstep: Class 7 contains 9857 members 
Mstep: Class 8 contains 4212 members 
Mstep: Class 9 contains 90218 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 7280 members 
Mstep: Class 12 contains 8356 members 
Mstep: Class 13 contains 19914 members 
Mstep: Class 14 contains 8317 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 46453 members 
Mstep: Class 17 contains 21844 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 18343 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85409 members 
Mstep: Class 22 contains 32227 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 80685 members 
Mstep: Class 25 contains 7455 members 
Mstep: Class 26 contains 5495 members 
Mstep: Class 27 contains 17027 members 
Mstep: Class 28 contains 8553 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 77508 members 
Mstep: Class 31 contains 14114 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11417 members 
Mstep: Class 34 contains 4532 members 
Mstep: Class 35 contains 6056 members 
Mstep: Class 36 contains 4625 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2537 members 
Mstep: Class 39 contains 23138 members 
Mstep: Class 40 contains 1773 members 
Mstep: Class 41 contains 28829 members 
Mstep: Class 42 contains 11006 members 
Mstep: Class 43 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037744.000000 Penalty: 144988.187500
Iteration 104Q: 44 clusters Score -1.150377e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8380 members 
Mstep: Class 5 contains 12003 members 
Mstep: Class 6 contains 58882 members 
Mstep: Class 7 contains 9851 members 
Mstep: Class 8 contains 4225 members 
Mstep: Class 9 contains 89726 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 8374 members 
Mstep: Class 13 contains 19906 members 
Mstep: Class 14 contains 8366 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 46473 members 
Mstep: Class 17 contains 21813 members 
Mstep: Class 18 contains 830 members 
Mstep: Class 19 contains 18352 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85533 members 
Mstep: Class 22 contains 32309 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 80599 members 
Mstep: Class 25 contains 7506 members 
Mstep: Class 26 contains 5507 members 
Mstep: Class 27 contains 17026 members 
Mstep: Class 28 contains 8556 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 76700 members 
Mstep: Class 31 contains 14122 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 11426 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 6037 members 
Mstep: Class 36 contains 4627 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2546 members 
Mstep: Class 39 contains 23056 members 
Mstep: Class 40 contains 1776 members 
Mstep: Class 41 contains 29898 members 
Mstep: Class 42 contains 11007 members 
Mstep: Class 43 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038160.000000 Penalty: 144988.187500
Iteration 105Q: 44 clusters Score -1.150382e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8345 members 
Mstep: Class 5 contains 12004 members 
Mstep: Class 6 contains 58928 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 89240 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 7390 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 19899 members 
Mstep: Class 14 contains 8406 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 46469 members 
Mstep: Class 17 contains 21789 members 
Mstep: Class 18 contains 827 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85644 members 
Mstep: Class 22 contains 32428 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 80497 members 
Mstep: Class 25 contains 7556 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 17029 members 
Mstep: Class 28 contains 8567 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 75859 members 
Mstep: Class 31 contains 14132 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 11428 members 
Mstep: Class 34 contains 4492 members 
Mstep: Class 35 contains 6024 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2552 members 
Mstep: Class 39 contains 22961 members 
Mstep: Class 40 contains 1777 members 
Mstep: Class 41 contains 31055 members 
Mstep: Class 42 contains 11012 members 
Mstep: Class 43 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038896.000000 Penalty: 144988.187500
Iteration 106Q: 44 clusters Score -1.150389e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8305 members 
Mstep: Class 5 contains 12000 members 
Mstep: Class 6 contains 58996 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 4250 members 
Mstep: Class 9 contains 88735 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 8406 members 
Mstep: Class 13 contains 19891 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 46446 members 
Mstep: Class 17 contains 21782 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 18360 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85753 members 
Mstep: Class 22 contains 32551 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 80389 members 
Mstep: Class 25 contains 7600 members 
Mstep: Class 26 contains 5547 members 
Mstep: Class 27 contains 17034 members 
Mstep: Class 28 contains 8572 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 74926 members 
Mstep: Class 31 contains 14135 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11427 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 6014 members 
Mstep: Class 36 contains 4629 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2562 members 
Mstep: Class 39 contains 22877 members 
Mstep: Class 40 contains 1779 members 
Mstep: Class 41 contains 32333 members 
Mstep: Class 42 contains 11020 members 
Mstep: Class 43 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039120.000000 Penalty: 144988.187500
Iteration 107Q: 44 clusters Score -1.150391e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 5356 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8270 members 
Mstep: Class 5 contains 12001 members 
Mstep: Class 6 contains 59047 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 88229 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 8424 members 
Mstep: Class 13 contains 19883 members 
Mstep: Class 14 contains 8492 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 46428 members 
Mstep: Class 17 contains 21769 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18366 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 85894 members 
Mstep: Class 22 contains 32688 members 
Mstep: Class 23 contains 5055 members 
Mstep: Class 24 contains 80264 members 
Mstep: Class 25 contains 7650 members 
Mstep: Class 26 contains 5561 members 
Mstep: Class 27 contains 17038 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 73960 members 
Mstep: Class 31 contains 14145 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11418 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 6010 members 
Mstep: Class 36 contains 4635 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2561 members 
Mstep: Class 39 contains 22781 members 
Mstep: Class 40 contains 1779 members 
Mstep: Class 41 contains 33640 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039816.000000 Penalty: 144988.187500
Iteration 108Q: 44 clusters Score -1.150398e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8228 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 59103 members 
Mstep: Class 7 contains 9776 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 87755 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 7423 members 
Mstep: Class 12 contains 8441 members 
Mstep: Class 13 contains 19875 members 
Mstep: Class 14 contains 8534 members 
Mstep: Class 15 contains 9672 members 
Mstep: Class 16 contains 46424 members 
Mstep: Class 17 contains 21757 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18359 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86019 members 
Mstep: Class 22 contains 32829 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 80152 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 8557 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 72926 members 
Mstep: Class 31 contains 14155 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11417 members 
Mstep: Class 34 contains 4482 members 
Mstep: Class 35 contains 6011 members 
Mstep: Class 36 contains 4639 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2569 members 
Mstep: Class 39 contains 22682 members 
Mstep: Class 40 contains 1779 members 
Mstep: Class 41 contains 34941 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040200.000000 Penalty: 144988.187500
Iteration 109Q: 44 clusters Score -1.150402e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 5344 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 11995 members 
Mstep: Class 6 contains 59172 members 
Mstep: Class 7 contains 9767 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 87294 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 19867 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 46431 members 
Mstep: Class 17 contains 21743 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18371 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86154 members 
Mstep: Class 22 contains 32966 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 80078 members 
Mstep: Class 25 contains 7793 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 8548 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 71804 members 
Mstep: Class 31 contains 14162 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11419 members 
Mstep: Class 34 contains 4487 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4641 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2582 members 
Mstep: Class 39 contains 22559 members 
Mstep: Class 40 contains 1780 members 
Mstep: Class 41 contains 36246 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040760.000000 Penalty: 144988.187500
Iteration 110Q: 44 clusters Score -1.150408e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 5334 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8143 members 
Mstep: Class 5 contains 11989 members 
Mstep: Class 6 contains 59234 members 
Mstep: Class 7 contains 9763 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 86884 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 8514 members 
Mstep: Class 13 contains 19863 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 46434 members 
Mstep: Class 17 contains 21742 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18382 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86263 members 
Mstep: Class 22 contains 33152 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 79991 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 17043 members 
Mstep: Class 28 contains 8540 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 70668 members 
Mstep: Class 31 contains 14172 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11425 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 6014 members 
Mstep: Class 36 contains 4646 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2585 members 
Mstep: Class 39 contains 22422 members 
Mstep: Class 40 contains 1782 members 
Mstep: Class 41 contains 37570 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041248.000000 Penalty: 144988.187500
Iteration 111Q: 44 clusters Score -1.150412e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 5322 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 59299 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 86519 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 7425 members 
Mstep: Class 12 contains 8558 members 
Mstep: Class 13 contains 19858 members 
Mstep: Class 14 contains 8622 members 
Mstep: Class 15 contains 9682 members 
Mstep: Class 16 contains 46422 members 
Mstep: Class 17 contains 21749 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18380 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86368 members 
Mstep: Class 22 contains 33353 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 79852 members 
Mstep: Class 25 contains 7926 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 17042 members 
Mstep: Class 28 contains 8545 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 69509 members 
Mstep: Class 31 contains 14176 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11431 members 
Mstep: Class 34 contains 4496 members 
Mstep: Class 35 contains 6012 members 
Mstep: Class 36 contains 4650 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2587 members 
Mstep: Class 39 contains 22280 members 
Mstep: Class 40 contains 1783 members 
Mstep: Class 41 contains 38951 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042472.000000 Penalty: 144988.187500
Iteration 112Q: 44 clusters Score -1.150425e+08 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 5320 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 11973 members 
Mstep: Class 6 contains 59368 members 
Mstep: Class 7 contains 9745 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 86191 members 
Mstep: Class 10 contains 7914 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 19854 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 9681 members 
Mstep: Class 16 contains 46391 members 
Mstep: Class 17 contains 21750 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18386 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86456 members 
Mstep: Class 22 contains 33525 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 79698 members 
Mstep: Class 25 contains 8004 members 
Mstep: Class 26 contains 5579 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 8550 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 68383 members 
Mstep: Class 31 contains 14182 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 4494 members 
Mstep: Class 35 contains 6011 members 
Mstep: Class 36 contains 4655 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2594 members 
Mstep: Class 39 contains 22132 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 40304 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043608.000000 Penalty: 144988.187500
Iteration 113Q: 44 clusters Score -1.150436e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59444 members 
Mstep: Class 7 contains 9737 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 85890 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 7429 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 19848 members 
Mstep: Class 14 contains 8665 members 
Mstep: Class 15 contains 9679 members 
Mstep: Class 16 contains 46352 members 
Mstep: Class 17 contains 21751 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18397 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86541 members 
Mstep: Class 22 contains 33679 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 79519 members 
Mstep: Class 25 contains 8109 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 8555 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 67475 members 
Mstep: Class 31 contains 14183 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11443 members 
Mstep: Class 34 contains 4497 members 
Mstep: Class 35 contains 6011 members 
Mstep: Class 36 contains 4659 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2597 members 
Mstep: Class 39 contains 21959 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 41506 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044192.000000 Penalty: 144988.187500
Iteration 114Q: 44 clusters Score -1.150442e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7929 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 6 contains 59513 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 4352 members 
Mstep: Class 9 contains 85589 members 
Mstep: Class 10 contains 7915 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 8663 members 
Mstep: Class 13 contains 19844 members 
Mstep: Class 14 contains 8690 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46305 members 
Mstep: Class 17 contains 21731 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18425 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86646 members 
Mstep: Class 22 contains 33825 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 79347 members 
Mstep: Class 25 contains 8221 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 17040 members 
Mstep: Class 28 contains 8550 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 66762 members 
Mstep: Class 31 contains 14190 members 
Mstep: Class 32 contains 2972 members 
Mstep: Class 33 contains 11451 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 6010 members 
Mstep: Class 36 contains 4664 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2598 members 
Mstep: Class 39 contains 21765 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 42548 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044080.000000 Penalty: 144988.187500
Iteration 115Q: 44 clusters Score -1.150441e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7881 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 6 contains 59589 members 
Mstep: Class 7 contains 9714 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 85321 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 13 contains 19837 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 9673 members 
Mstep: Class 16 contains 46255 members 
Mstep: Class 17 contains 21715 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 18435 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86740 members 
Mstep: Class 22 contains 33965 members 
Mstep: Class 23 contains 5059 members 
Mstep: Class 24 contains 79218 members 
Mstep: Class 25 contains 8354 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 17041 members 
Mstep: Class 28 contains 8544 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 66240 members 
Mstep: Class 31 contains 14197 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11448 members 
Mstep: Class 34 contains 4501 members 
Mstep: Class 35 contains 6012 members 
Mstep: Class 36 contains 4673 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2610 members 
Mstep: Class 39 contains 21570 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 43351 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044416.000000 Penalty: 144988.187500
Iteration 116Q: 44 clusters Score -1.150444e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7836 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 59662 members 
Mstep: Class 7 contains 9708 members 
Mstep: Class 8 contains 4371 members 
Mstep: Class 9 contains 85089 members 
Mstep: Class 10 contains 7912 members 
Mstep: Class 11 contains 7431 members 
Mstep: Class 12 contains 8673 members 
Mstep: Class 13 contains 19838 members 
Mstep: Class 14 contains 8754 members 
Mstep: Class 15 contains 9675 members 
Mstep: Class 16 contains 46187 members 
Mstep: Class 17 contains 21704 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 18463 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86824 members 
Mstep: Class 22 contains 34106 members 
Mstep: Class 23 contains 5057 members 
Mstep: Class 24 contains 79119 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 5329 members 
Mstep: Class 27 contains 17042 members 
Mstep: Class 28 contains 8552 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65864 members 
Mstep: Class 31 contains 14203 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4506 members 
Mstep: Class 35 contains 6012 members 
Mstep: Class 36 contains 4678 members 
Mstep: Class 37 contains 1997 members 
Mstep: Class 38 contains 2617 members 
Mstep: Class 39 contains 21391 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 43958 members 
Mstep: Class 42 contains 11033 members 
Mstep: Class 43 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044664.000000 Penalty: 144988.187500
Iteration 117Q: 44 clusters Score -1.150447e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59734 members 
Mstep: Class 7 contains 9696 members 
Mstep: Class 8 contains 4384 members 
Mstep: Class 9 contains 84878 members 
Mstep: Class 10 contains 7917 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 8673 members 
Mstep: Class 13 contains 19832 members 
Mstep: Class 14 contains 8794 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46117 members 
Mstep: Class 17 contains 21679 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18490 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86893 members 
Mstep: Class 22 contains 34217 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 79054 members 
Mstep: Class 25 contains 8608 members 
Mstep: Class 26 contains 5242 members 
Mstep: Class 27 contains 17042 members 
Mstep: Class 28 contains 8561 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65589 members 
Mstep: Class 31 contains 14212 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11450 members 
Mstep: Class 34 contains 4513 members 
Mstep: Class 35 contains 6012 members 
Mstep: Class 36 contains 4680 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2625 members 
Mstep: Class 39 contains 21191 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 44454 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045024.000000 Penalty: 144988.187500
Iteration 118Q: 44 clusters Score -1.15045e+08 nChanged 1468
Entering ConstructFrom: 
Score: -115045024.000000 Penalty: 144988.187500
Entering ConstructFrom: 
Trying to split cluster 1 (28351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Entering Unmasked Estep 
Score: -4230311.000000 Penalty: 2542.599609
	Iteration 0F: 2 clusters Score -4230311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4210914.000000 Penalty: 5085.199219
	Iteration 0F: 3 clusters Score -4210914 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4217746.000000 Penalty: 5085.199219
	Iteration 1F: 3 clusters Score -4217746 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -4218257.500000 Penalty: 5085.199219
	Iteration 2Q: 3 clusters Score -4218258 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4218782.500000 Penalty: 5085.199219
	Iteration 3Q: 3 clusters Score -4218782 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4219371.000000 Penalty: 5085.199219
	Iteration 4Q: 3 clusters Score -4219371 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4220055.500000 Penalty: 5085.199219
	Iteration 5F: 3 clusters Score -4220056 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4220751.000000 Penalty: 5085.199219
	Iteration 6F: 3 clusters Score -4220751 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -4221432.000000 Penalty: 5085.199219
	Iteration 7F: 3 clusters Score -4221432 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -4222012.500000 Penalty: 5085.199219
	Iteration 8Q: 3 clusters Score -4222012 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4222522.000000 Penalty: 5085.199219
	Iteration 9Q: 3 clusters Score -4222522 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4222901.500000 Penalty: 5085.199219
	Iteration 10Q: 3 clusters Score -4222902 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4223193.000000 Penalty: 5085.199219
	Iteration 11Q: 3 clusters Score -4223193 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -4223385.000000 Penalty: 5085.199219
	Iteration 12Q: 3 clusters Score -4223385 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -4223558.000000 Penalty: 5085.199219
	Iteration 13Q: 3 clusters Score -4223558 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -4223692.500000 Penalty: 5085.199219
	Iteration 14Q: 3 clusters Score -4223692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4223841.000000 Penalty: 5085.199219
	Iteration 15Q: 3 clusters Score -4223841 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -4223983.500000 Penalty: 5085.199219
	Iteration 16Q: 3 clusters Score -4223984 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -4224191.500000 Penalty: 5085.199219
	Iteration 17Q: 3 clusters Score -4224192 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -4224426.000000 Penalty: 5085.199219
	Iteration 18Q: 3 clusters Score -4224426 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4224709.000000 Penalty: 5085.199219
	Iteration 19Q: 3 clusters Score -4224709 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4225033.000000 Penalty: 5085.199219
	Iteration 20F: 3 clusters Score -4225033 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -4225371.500000 Penalty: 5085.199219
	Iteration 21Q: 3 clusters Score -4225372 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -4225730.500000 Penalty: 5085.199219
	Iteration 22Q: 3 clusters Score -4225730 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4226099.500000 Penalty: 5085.199219
	Iteration 23Q: 3 clusters Score -4226100 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4226446.500000 Penalty: 5085.199219
	Iteration 24Q: 3 clusters Score -4226446 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4226800.000000 Penalty: 5085.199219
	Iteration 25Q: 3 clusters Score -4226800 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4227122.000000 Penalty: 5085.199219
	Iteration 26Q: 3 clusters Score -4227122 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4227370.500000 Penalty: 5085.199219
	Iteration 27Q: 3 clusters Score -4227370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4227572.500000 Penalty: 5085.199219
	Iteration 28Q: 3 clusters Score -4227572 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4227713.500000 Penalty: 5085.199219
	Iteration 29Q: 3 clusters Score -4227714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4227844.500000 Penalty: 5085.199219
	Iteration 30Q: 3 clusters Score -4227844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4227940.500000 Penalty: 5085.199219
	Iteration 31Q: 3 clusters Score -4227940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4228029.500000 Penalty: 5085.199219
	Iteration 32Q: 3 clusters Score -4228030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4228113.500000 Penalty: 5085.199219
	Iteration 33Q: 3 clusters Score -4228114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4228188.000000 Penalty: 5085.199219
	Iteration 34Q: 3 clusters Score -4228188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4228237.500000 Penalty: 5085.199219
	Iteration 35Q: 3 clusters Score -4228238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4228267.000000 Penalty: 5085.199219
	Iteration 36Q: 3 clusters Score -4228267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4228303.500000 Penalty: 5085.199219
	Iteration 37Q: 3 clusters Score -4228304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4228312.500000 Penalty: 5085.199219
	Iteration 38Q: 3 clusters Score -4228312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4228323.000000 Penalty: 5085.199219
	Iteration 39Q: 3 clusters Score -4228323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4228338.500000 Penalty: 5085.199219
	Iteration 40F: 3 clusters Score -4228338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4228350.000000 Penalty: 5085.199219
	Iteration 41Q: 3 clusters Score -4228350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4228357.000000 Penalty: 5085.199219
	Iteration 42Q: 3 clusters Score -4228357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4228370.500000 Penalty: 5085.199219
	Iteration 43Q: 3 clusters Score -4228370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4228376.500000 Penalty: 5085.199219
	Iteration 44Q: 3 clusters Score -4228376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4228382.000000 Penalty: 5085.199219
	Iteration 45Q: 3 clusters Score -4228382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4228385.500000 Penalty: 5085.199219
	Iteration 46Q: 3 clusters Score -4228386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4228387.000000 Penalty: 5085.199219
	Iteration 47Q: 3 clusters Score -4228387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4228392.500000 Penalty: 5085.199219
	Iteration 48Q: 3 clusters Score -4228392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4228387.000000 Penalty: 5085.199219
	Iteration 49Q: 3 clusters Score -4228387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4228389.000000 Penalty: 5085.199219
	Iteration 50Q: 3 clusters Score -4228389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4228388.500000 Penalty: 5085.199219
	Iteration 51Q: 3 clusters Score -4228388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4228392.000000 Penalty: 5085.199219
	Iteration 52Q: 3 clusters Score -4228392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4228396.000000 Penalty: 5085.199219
	Iteration 53Q: 3 clusters Score -4228396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4228394.500000 Penalty: 5085.199219
	Iteration 54Q: 3 clusters Score -4228394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4228396.500000 Penalty: 5085.199219
	Iteration 55Q: 3 clusters Score -4228396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4228393.000000 Penalty: 5085.199219
	Iteration 56Q: 3 clusters Score -4228393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4228397.500000 Penalty: 5085.199219
	Iteration 57Q: 3 clusters Score -4228398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4228397.500000 Penalty: 5085.199219
	Iteration 58F: 3 clusters Score -4228398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Entering Unmasked Estep 
Score: -720615.687500 Penalty: 2126.621094
	Iteration 0F: 2 clusters Score -720615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -716014.125000 Penalty: 4253.242188
	Iteration 0F: 3 clusters Score -716014.1 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -717381.375000 Penalty: 4253.242188
	Iteration 1F: 3 clusters Score -717381.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -717852.687500 Penalty: 4253.242188
	Iteration 2F: 3 clusters Score -717852.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -718385.812500 Penalty: 4253.242188
	Iteration 3F: 3 clusters Score -718385.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -718929.250000 Penalty: 4253.242188
	Iteration 4F: 3 clusters Score -718929.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -719337.187500 Penalty: 4253.242188
	Iteration 5F: 3 clusters Score -719337.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -719625.000000 Penalty: 4253.242188
	Iteration 6F: 3 clusters Score -719625 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -719862.062500 Penalty: 4253.242188
	Iteration 7Q: 3 clusters Score -719862.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -720056.687500 Penalty: 4253.242188
	Iteration 8Q: 3 clusters Score -720056.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -720171.562500 Penalty: 4253.242188
	Iteration 9Q: 3 clusters Score -720171.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -720238.625000 Penalty: 4253.242188
	Iteration 10Q: 3 clusters Score -720238.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -720288.562500 Penalty: 4253.242188
	Iteration 11Q: 3 clusters Score -720288.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -720329.562500 Penalty: 4253.242188
	Iteration 12Q: 3 clusters Score -720329.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -720361.062500 Penalty: 4253.242188
	Iteration 13Q: 3 clusters Score -720361.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -720378.562500 Penalty: 4253.242188
	Iteration 14Q: 3 clusters Score -720378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -720393.937500 Penalty: 4253.242188
	Iteration 15Q: 3 clusters Score -720393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -720400.375000 Penalty: 4253.242188
	Iteration 16Q: 3 clusters Score -720400.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -720415.187500 Penalty: 4253.242188
	Iteration 17Q: 3 clusters Score -720415.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -720431.625000 Penalty: 4253.242188
	Iteration 18Q: 3 clusters Score -720431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -720444.750000 Penalty: 4253.242188
	Iteration 19Q: 3 clusters Score -720444.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -720460.562500 Penalty: 4253.242188
	Iteration 20F: 3 clusters Score -720460.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -720472.750000 Penalty: 4253.242188
	Iteration 21Q: 3 clusters Score -720472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -720474.687500 Penalty: 4253.242188
	Iteration 22Q: 3 clusters Score -720474.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -720475.875000 Penalty: 4253.242188
	Iteration 23Q: 3 clusters Score -720475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -720476.625000 Penalty: 4253.242188
	Iteration 24Q: 3 clusters Score -720476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -720476.625000 Penalty: 4253.242188
	Iteration 25F: 3 clusters Score -720476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -96251.914062 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -96251.91 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 442 members 
Entering Unmasked Estep 
Score: -94690.632812 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -94690.63 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -95705.867188 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -95705.87 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -96889.820312 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -96889.82 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -97241.476562 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -97241.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97339.890625 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -97339.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97391.000000 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -97391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97415.039062 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -97415.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97419.570312 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -97419.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -97419.570312 Penalty: 3365.090820
	Iteration 8F: 3 clusters Score -97419.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 695 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 7433 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 189 members 
Entering Unmasked Estep 
Score: -115044800.000000 Penalty: 148360.000000
Splitting cluster 3 changes total score from -115045024.000000 to -115044800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Entering Unmasked Estep 
Score: -1090782.750000 Penalty: 2221.366699
	Iteration 0F: 2 clusters Score -1090783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1084618.625000 Penalty: 4442.733398
	Iteration 0F: 3 clusters Score -1084619 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1086447.750000 Penalty: 4442.733398
	Iteration 1F: 3 clusters Score -1086448 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1086863.000000 Penalty: 4442.733398
	Iteration 2F: 3 clusters Score -1086863 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1087289.375000 Penalty: 4442.733398
	Iteration 3F: 3 clusters Score -1087289 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1087784.250000 Penalty: 4442.733398
	Iteration 4F: 3 clusters Score -1087784 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1088380.125000 Penalty: 4442.733398
	Iteration 5F: 3 clusters Score -1088380 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1088974.500000 Penalty: 4442.733398
	Iteration 6F: 3 clusters Score -1088974 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1089424.375000 Penalty: 4442.733398
	Iteration 7F: 3 clusters Score -1089424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1089694.375000 Penalty: 4442.733398
	Iteration 8Q: 3 clusters Score -1089694 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1089881.750000 Penalty: 4442.733398
	Iteration 9Q: 3 clusters Score -1089882 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1089982.125000 Penalty: 4442.733398
	Iteration 10Q: 3 clusters Score -1089982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1090045.625000 Penalty: 4442.733398
	Iteration 11Q: 3 clusters Score -1090046 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1090093.250000 Penalty: 4442.733398
	Iteration 12Q: 3 clusters Score -1090093 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1090128.250000 Penalty: 4442.733398
	Iteration 13Q: 3 clusters Score -1090128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1090159.875000 Penalty: 4442.733398
	Iteration 14Q: 3 clusters Score -1090160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1090188.000000 Penalty: 4442.733398
	Iteration 15Q: 3 clusters Score -1090188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1090208.375000 Penalty: 4442.733398
	Iteration 16Q: 3 clusters Score -1090208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1090220.000000 Penalty: 4442.733398
	Iteration 17Q: 3 clusters Score -1090220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1090227.875000 Penalty: 4442.733398
	Iteration 18Q: 3 clusters Score -1090228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1090229.625000 Penalty: 4442.733398
	Iteration 19Q: 3 clusters Score -1090230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1090231.625000 Penalty: 4442.733398
	Iteration 20F: 3 clusters Score -1090232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1090233.000000 Penalty: 4442.733398
	Iteration 21Q: 3 clusters Score -1090233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1090234.000000 Penalty: 4442.733398
	Iteration 22Q: 3 clusters Score -1090234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1090236.000000 Penalty: 4442.733398
	Iteration 23Q: 3 clusters Score -1090236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1090236.125000 Penalty: 4442.733398
	Iteration 24Q: 3 clusters Score -1090236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1090234.875000 Penalty: 4442.733398
	Iteration 25Q: 3 clusters Score -1090235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1090235.500000 Penalty: 4442.733398
	Iteration 26Q: 3 clusters Score -1090236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1090237.500000 Penalty: 4442.733398
	Iteration 27Q: 3 clusters Score -1090238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1090237.000000 Penalty: 4442.733398
	Iteration 28Q: 3 clusters Score -1090237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1090237.750000 Penalty: 4442.733398
	Iteration 29Q: 3 clusters Score -1090238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1090237.750000 Penalty: 4442.733398
	Iteration 30Q: 3 clusters Score -1090238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1090237.750000 Penalty: 4442.733398
	Iteration 31Q: 3 clusters Score -1090238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1090239.125000 Penalty: 4442.733398
	Iteration 32Q: 3 clusters Score -1090239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1090239.125000 Penalty: 4442.733398
	Iteration 33F: 3 clusters Score -1090239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Entering Unmasked Estep 
Score: -1771682.000000 Penalty: 2328.718018
	Iteration 0F: 2 clusters Score -1771682 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 6022 members 
Entering Unmasked Estep 
Score: -1762833.375000 Penalty: 4657.436035
	Iteration 0F: 3 clusters Score -1762833 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1765478.000000 Penalty: 4657.436035
	Iteration 1F: 3 clusters Score -1765478 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1765789.000000 Penalty: 4657.436035
	Iteration 2F: 3 clusters Score -1765789 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1766040.500000 Penalty: 4657.436035
	Iteration 3Q: 3 clusters Score -1766040 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1766217.625000 Penalty: 4657.436035
	Iteration 4Q: 3 clusters Score -1766218 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1766368.250000 Penalty: 4657.436035
	Iteration 5Q: 3 clusters Score -1766368 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1766550.125000 Penalty: 4657.436035
	Iteration 6Q: 3 clusters Score -1766550 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1766760.375000 Penalty: 4657.436035
	Iteration 7Q: 3 clusters Score -1766760 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1766960.750000 Penalty: 4657.436035
	Iteration 8Q: 3 clusters Score -1766961 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1767127.875000 Penalty: 4657.436035
	Iteration 9Q: 3 clusters Score -1767128 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1767244.750000 Penalty: 4657.436035
	Iteration 10Q: 3 clusters Score -1767245 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1767321.750000 Penalty: 4657.436035
	Iteration 11Q: 3 clusters Score -1767322 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1767392.000000 Penalty: 4657.436035
	Iteration 12Q: 3 clusters Score -1767392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1767460.625000 Penalty: 4657.436035
	Iteration 13Q: 3 clusters Score -1767461 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1767533.250000 Penalty: 4657.436035
	Iteration 14Q: 3 clusters Score -1767533 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1767599.250000 Penalty: 4657.436035
	Iteration 15Q: 3 clusters Score -1767599 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1767674.250000 Penalty: 4657.436035
	Iteration 16Q: 3 clusters Score -1767674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1767746.250000 Penalty: 4657.436035
	Iteration 17Q: 3 clusters Score -1767746 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1767814.375000 Penalty: 4657.436035
	Iteration 18Q: 3 clusters Score -1767814 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1767881.625000 Penalty: 4657.436035
	Iteration 19Q: 3 clusters Score -1767882 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1767952.375000 Penalty: 4657.436035
	Iteration 20F: 3 clusters Score -1767952 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1768038.625000 Penalty: 4657.436035
	Iteration 21Q: 3 clusters Score -1768039 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1768133.250000 Penalty: 4657.436035
	Iteration 22Q: 3 clusters Score -1768133 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1768228.875000 Penalty: 4657.436035
	Iteration 23Q: 3 clusters Score -1768229 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1768347.750000 Penalty: 4657.436035
	Iteration 24Q: 3 clusters Score -1768348 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1768484.750000 Penalty: 4657.436035
	Iteration 25Q: 3 clusters Score -1768485 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1768637.750000 Penalty: 4657.436035
	Iteration 26Q: 3 clusters Score -1768638 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1768779.375000 Penalty: 4657.436035
	Iteration 27Q: 3 clusters Score -1768779 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1768952.875000 Penalty: 4657.436035
	Iteration 28Q: 3 clusters Score -1768953 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1769116.750000 Penalty: 4657.436035
	Iteration 29Q: 3 clusters Score -1769117 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1769263.625000 Penalty: 4657.436035
	Iteration 30Q: 3 clusters Score -1769264 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1769395.375000 Penalty: 4657.436035
	Iteration 31Q: 3 clusters Score -1769395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1769521.500000 Penalty: 4657.436035
	Iteration 32Q: 3 clusters Score -1769522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1769616.625000 Penalty: 4657.436035
	Iteration 33Q: 3 clusters Score -1769617 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1769696.500000 Penalty: 4657.436035
	Iteration 34Q: 3 clusters Score -1769696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1769746.875000 Penalty: 4657.436035
	Iteration 35Q: 3 clusters Score -1769747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1769788.625000 Penalty: 4657.436035
	Iteration 36Q: 3 clusters Score -1769789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1769827.625000 Penalty: 4657.436035
	Iteration 37Q: 3 clusters Score -1769828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1769857.750000 Penalty: 4657.436035
	Iteration 38Q: 3 clusters Score -1769858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1769888.125000 Penalty: 4657.436035
	Iteration 39Q: 3 clusters Score -1769888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1769927.375000 Penalty: 4657.436035
	Iteration 40F: 3 clusters Score -1769927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1769970.625000 Penalty: 4657.436035
	Iteration 41Q: 3 clusters Score -1769971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1770035.125000 Penalty: 4657.436035
	Iteration 42Q: 3 clusters Score -1770035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1770097.625000 Penalty: 4657.436035
	Iteration 43Q: 3 clusters Score -1770098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1770137.500000 Penalty: 4657.436035
	Iteration 44Q: 3 clusters Score -1770138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1770161.750000 Penalty: 4657.436035
	Iteration 45Q: 3 clusters Score -1770162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1770174.125000 Penalty: 4657.436035
	Iteration 46Q: 3 clusters Score -1770174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1770194.000000 Penalty: 4657.436035
	Iteration 47Q: 3 clusters Score -1770194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1770206.500000 Penalty: 4657.436035
	Iteration 48Q: 3 clusters Score -1770206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1770221.375000 Penalty: 4657.436035
	Iteration 49Q: 3 clusters Score -1770221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1770231.125000 Penalty: 4657.436035
	Iteration 50Q: 3 clusters Score -1770231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1770231.875000 Penalty: 4657.436035
	Iteration 51Q: 3 clusters Score -1770232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1770235.125000 Penalty: 4657.436035
	Iteration 52Q: 3 clusters Score -1770235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1770235.125000 Penalty: 4657.436035
	Iteration 53F: 3 clusters Score -1770235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (59779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Entering Unmasked Estep 
Score: -8924582.000000 Penalty: 2727.605469
	Iteration 0F: 2 clusters Score -8924582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -8884397.000000 Penalty: 5455.210938
	Iteration 0F: 3 clusters Score -8884397 nChanged 27695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -8899707.000000 Penalty: 5455.210938
	Iteration 1F: 3 clusters Score -8899707 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8900343.000000 Penalty: 5455.210938
	Iteration 2Q: 3 clusters Score -8900343 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8900933.000000 Penalty: 5455.210938
	Iteration 3Q: 3 clusters Score -8900933 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -8901554.000000 Penalty: 5455.210938
	Iteration 4Q: 3 clusters Score -8901554 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8902324.000000 Penalty: 5455.210938
	Iteration 5Q: 3 clusters Score -8902324 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -8903255.000000 Penalty: 5455.210938
	Iteration 6Q: 3 clusters Score -8903255 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -8904430.000000 Penalty: 5455.210938
	Iteration 7Q: 3 clusters Score -8904430 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -8905975.000000 Penalty: 5455.210938
	Iteration 8Q: 3 clusters Score -8905975 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -8908010.000000 Penalty: 5455.210938
	Iteration 9F: 3 clusters Score -8908010 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8910442.000000 Penalty: 5455.210938
	Iteration 10F: 3 clusters Score -8910442 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8913061.000000 Penalty: 5455.210938
	Iteration 11F: 3 clusters Score -8913061 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -8915384.000000 Penalty: 5455.210938
	Iteration 12F: 3 clusters Score -8915384 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -8917364.000000 Penalty: 5455.210938
	Iteration 13Q: 3 clusters Score -8917364 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -8918970.000000 Penalty: 5455.210938
	Iteration 14Q: 3 clusters Score -8918970 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -8920149.000000 Penalty: 5455.210938
	Iteration 15Q: 3 clusters Score -8920149 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -8920980.000000 Penalty: 5455.210938
	Iteration 16Q: 3 clusters Score -8920980 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -8921576.000000 Penalty: 5455.210938
	Iteration 17Q: 3 clusters Score -8921576 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -8922105.000000 Penalty: 5455.210938
	Iteration 18Q: 3 clusters Score -8922105 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -8922603.000000 Penalty: 5455.210938
	Iteration 19Q: 3 clusters Score -8922603 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8923024.000000 Penalty: 5455.210938
	Iteration 20F: 3 clusters Score -8923024 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -8923237.000000 Penalty: 5455.210938
	Iteration 21Q: 3 clusters Score -8923237 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -8923328.000000 Penalty: 5455.210938
	Iteration 22Q: 3 clusters Score -8923328 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -8923387.000000 Penalty: 5455.210938
	Iteration 23Q: 3 clusters Score -8923387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -8923438.000000 Penalty: 5455.210938
	Iteration 24Q: 3 clusters Score -8923438 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -8923464.000000 Penalty: 5455.210938
	Iteration 25Q: 3 clusters Score -8923464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -8923499.000000 Penalty: 5455.210938
	Iteration 26Q: 3 clusters Score -8923499 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -8923515.000000 Penalty: 5455.210938
	Iteration 27Q: 3 clusters Score -8923515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -8923542.000000 Penalty: 5455.210938
	Iteration 28Q: 3 clusters Score -8923542 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -8923572.000000 Penalty: 5455.210938
	Iteration 29Q: 3 clusters Score -8923572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -8923581.000000 Penalty: 5455.210938
	Iteration 30Q: 3 clusters Score -8923581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -8923596.000000 Penalty: 5455.210938
	Iteration 31Q: 3 clusters Score -8923596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -8923606.000000 Penalty: 5455.210938
	Iteration 32Q: 3 clusters Score -8923606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -8923616.000000 Penalty: 5455.210938
	Iteration 33Q: 3 clusters Score -8923616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -8923625.000000 Penalty: 5455.210938
	Iteration 34Q: 3 clusters Score -8923625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -8923618.000000 Penalty: 5455.210938
	Iteration 35Q: 3 clusters Score -8923618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 57282 members 
Entering Unmasked Estep 
Score: -8923609.000000 Penalty: 5455.210938
	Iteration 36Q: 3 clusters Score -8923609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -8923613.000000 Penalty: 5455.210938
	Iteration 37Q: 3 clusters Score -8923613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -8923607.000000 Penalty: 5455.210938
	Iteration 38Q: 3 clusters Score -8923607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -8923616.000000 Penalty: 5455.210938
	Iteration 39Q: 3 clusters Score -8923616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -8923616.000000 Penalty: 5455.210938
	Iteration 40F: 3 clusters Score -8923616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -8923625.000000 Penalty: 5455.210938
	Iteration 41Q: 3 clusters Score -8923625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -8923624.000000 Penalty: 5455.210938
	Iteration 42Q: 3 clusters Score -8923624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -8923611.000000 Penalty: 5455.210938
	Iteration 43Q: 3 clusters Score -8923611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -8923616.000000 Penalty: 5455.210938
	Iteration 44Q: 3 clusters Score -8923616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -8923615.000000 Penalty: 5455.210938
	Iteration 45Q: 3 clusters Score -8923615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -8923614.000000 Penalty: 5455.210938
	Iteration 46Q: 3 clusters Score -8923614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -8923605.000000 Penalty: 5455.210938
	Iteration 47Q: 3 clusters Score -8923605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 57201 members 
Entering Unmasked Estep 
Score: -8923603.000000 Penalty: 5455.210938
	Iteration 48Q: 3 clusters Score -8923603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -8923613.000000 Penalty: 5455.210938
	Iteration 49Q: 3 clusters Score -8923613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -8923617.000000 Penalty: 5455.210938
	Iteration 50Q: 3 clusters Score -8923617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -8923612.000000 Penalty: 5455.210938
	Iteration 51Q: 3 clusters Score -8923612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -8923621.000000 Penalty: 5455.210938
	Iteration 52Q: 3 clusters Score -8923621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -8923618.000000 Penalty: 5455.210938
	Iteration 53Q: 3 clusters Score -8923618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8923619.000000 Penalty: 5455.210938
	Iteration 54Q: 3 clusters Score -8923619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -8923620.000000 Penalty: 5455.210938
	Iteration 55Q: 3 clusters Score -8923620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -8923620.000000 Penalty: 5455.210938
	Iteration 56Q: 3 clusters Score -8923620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -8923619.000000 Penalty: 5455.210938
	Iteration 57Q: 3 clusters Score -8923619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8923618.000000 Penalty: 5455.210938
	Iteration 58Q: 3 clusters Score -8923618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 57169 members 
Entering Unmasked Estep 
Score: -8923618.000000 Penalty: 5455.210938
	Iteration 59F: 3 clusters Score -8923618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Entering Unmasked Estep 
Score: -1357547.000000 Penalty: 2276.201172
	Iteration 0F: 2 clusters Score -1357547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1350018.375000 Penalty: 4552.402344
	Iteration 0F: 3 clusters Score -1350018 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1352397.125000 Penalty: 4552.402344
	Iteration 1F: 3 clusters Score -1352397 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1352844.250000 Penalty: 4552.402344
	Iteration 2F: 3 clusters Score -1352844 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1353246.250000 Penalty: 4552.402344
	Iteration 3F: 3 clusters Score -1353246 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1353661.375000 Penalty: 4552.402344
	Iteration 4F: 3 clusters Score -1353661 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1354038.500000 Penalty: 4552.402344
	Iteration 5F: 3 clusters Score -1354038 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1354387.375000 Penalty: 4552.402344
	Iteration 6F: 3 clusters Score -1354387 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1354691.500000 Penalty: 4552.402344
	Iteration 7Q: 3 clusters Score -1354692 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1354952.250000 Penalty: 4552.402344
	Iteration 8Q: 3 clusters Score -1354952 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1355196.750000 Penalty: 4552.402344
	Iteration 9Q: 3 clusters Score -1355197 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1355378.500000 Penalty: 4552.402344
	Iteration 10Q: 3 clusters Score -1355378 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1355513.250000 Penalty: 4552.402344
	Iteration 11Q: 3 clusters Score -1355513 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1355629.375000 Penalty: 4552.402344
	Iteration 12Q: 3 clusters Score -1355629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1355734.375000 Penalty: 4552.402344
	Iteration 13Q: 3 clusters Score -1355734 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1355825.375000 Penalty: 4552.402344
	Iteration 14Q: 3 clusters Score -1355825 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1355923.000000 Penalty: 4552.402344
	Iteration 15Q: 3 clusters Score -1355923 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1355999.625000 Penalty: 4552.402344
	Iteration 16Q: 3 clusters Score -1356000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1356094.500000 Penalty: 4552.402344
	Iteration 17Q: 3 clusters Score -1356094 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1356167.000000 Penalty: 4552.402344
	Iteration 18Q: 3 clusters Score -1356167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1356206.875000 Penalty: 4552.402344
	Iteration 19Q: 3 clusters Score -1356207 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1356241.750000 Penalty: 4552.402344
	Iteration 20F: 3 clusters Score -1356242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1356265.375000 Penalty: 4552.402344
	Iteration 21Q: 3 clusters Score -1356265 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1356298.375000 Penalty: 4552.402344
	Iteration 22Q: 3 clusters Score -1356298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1356319.250000 Penalty: 4552.402344
	Iteration 23Q: 3 clusters Score -1356319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1356335.375000 Penalty: 4552.402344
	Iteration 24Q: 3 clusters Score -1356335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1356352.750000 Penalty: 4552.402344
	Iteration 25Q: 3 clusters Score -1356353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1356364.750000 Penalty: 4552.402344
	Iteration 26Q: 3 clusters Score -1356365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1356372.875000 Penalty: 4552.402344
	Iteration 27Q: 3 clusters Score -1356373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1356382.000000 Penalty: 4552.402344
	Iteration 28Q: 3 clusters Score -1356382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1356387.875000 Penalty: 4552.402344
	Iteration 29Q: 3 clusters Score -1356388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1356398.000000 Penalty: 4552.402344
	Iteration 30Q: 3 clusters Score -1356398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1356407.875000 Penalty: 4552.402344
	Iteration 31Q: 3 clusters Score -1356408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1356418.250000 Penalty: 4552.402344
	Iteration 32Q: 3 clusters Score -1356418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1356420.500000 Penalty: 4552.402344
	Iteration 33Q: 3 clusters Score -1356420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1356430.500000 Penalty: 4552.402344
	Iteration 34Q: 3 clusters Score -1356430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1356428.875000 Penalty: 4552.402344
	Iteration 35Q: 3 clusters Score -1356429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1356433.875000 Penalty: 4552.402344
	Iteration 36Q: 3 clusters Score -1356434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1356437.625000 Penalty: 4552.402344
	Iteration 37Q: 3 clusters Score -1356438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1356435.500000 Penalty: 4552.402344
	Iteration 38Q: 3 clusters Score -1356436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1356438.500000 Penalty: 4552.402344
	Iteration 39Q: 3 clusters Score -1356438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1356443.625000 Penalty: 4552.402344
	Iteration 40F: 3 clusters Score -1356444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1356449.875000 Penalty: 4552.402344
	Iteration 41Q: 3 clusters Score -1356450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1356452.750000 Penalty: 4552.402344
	Iteration 42Q: 3 clusters Score -1356453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1356455.375000 Penalty: 4552.402344
	Iteration 43Q: 3 clusters Score -1356455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1356455.250000 Penalty: 4552.402344
	Iteration 44Q: 3 clusters Score -1356455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1356457.000000 Penalty: 4552.402344
	Iteration 45Q: 3 clusters Score -1356457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1356457.000000 Penalty: 4552.402344
	Iteration 46Q: 3 clusters Score -1356457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1356457.000000 Penalty: 4552.402344
	Iteration 47F: 3 clusters Score -1356457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Entering Unmasked Estep 
Score: -597328.562500 Penalty: 2080.448486
	Iteration 0F: 2 clusters Score -597328.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -593221.437500 Penalty: 4160.896973
	Iteration 0F: 3 clusters Score -593221.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -594296.562500 Penalty: 4160.896973
	Iteration 1F: 3 clusters Score -594296.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -594598.125000 Penalty: 4160.896973
	Iteration 2F: 3 clusters Score -594598.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -594828.750000 Penalty: 4160.896973
	Iteration 3F: 3 clusters Score -594828.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -595011.937500 Penalty: 4160.896973
	Iteration 4F: 3 clusters Score -595011.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -595173.062500 Penalty: 4160.896973
	Iteration 5Q: 3 clusters Score -595173.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -595300.625000 Penalty: 4160.896973
	Iteration 6Q: 3 clusters Score -595300.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -595413.125000 Penalty: 4160.896973
	Iteration 7Q: 3 clusters Score -595413.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -595498.062500 Penalty: 4160.896973
	Iteration 8Q: 3 clusters Score -595498.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -595593.187500 Penalty: 4160.896973
	Iteration 9Q: 3 clusters Score -595593.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -595671.000000 Penalty: 4160.896973
	Iteration 10Q: 3 clusters Score -595671 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -595734.250000 Penalty: 4160.896973
	Iteration 11Q: 3 clusters Score -595734.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -595789.625000 Penalty: 4160.896973
	Iteration 12Q: 3 clusters Score -595789.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -595839.750000 Penalty: 4160.896973
	Iteration 13Q: 3 clusters Score -595839.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -595874.000000 Penalty: 4160.896973
	Iteration 14Q: 3 clusters Score -595874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -595900.375000 Penalty: 4160.896973
	Iteration 15Q: 3 clusters Score -595900.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -595911.312500 Penalty: 4160.896973
	Iteration 16Q: 3 clusters Score -595911.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -595923.500000 Penalty: 4160.896973
	Iteration 17Q: 3 clusters Score -595923.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -595933.687500 Penalty: 4160.896973
	Iteration 18Q: 3 clusters Score -595933.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -595940.125000 Penalty: 4160.896973
	Iteration 19Q: 3 clusters Score -595940.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -595945.937500 Penalty: 4160.896973
	Iteration 20F: 3 clusters Score -595945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -595948.250000 Penalty: 4160.896973
	Iteration 21Q: 3 clusters Score -595948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -595952.125000 Penalty: 4160.896973
	Iteration 22Q: 3 clusters Score -595952.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -595958.500000 Penalty: 4160.896973
	Iteration 23Q: 3 clusters Score -595958.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -595964.875000 Penalty: 4160.896973
	Iteration 24Q: 3 clusters Score -595964.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -595970.625000 Penalty: 4160.896973
	Iteration 25Q: 3 clusters Score -595970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -595977.500000 Penalty: 4160.896973
	Iteration 26Q: 3 clusters Score -595977.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -595986.000000 Penalty: 4160.896973
	Iteration 27Q: 3 clusters Score -595986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -595993.812500 Penalty: 4160.896973
	Iteration 28Q: 3 clusters Score -595993.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -596002.750000 Penalty: 4160.896973
	Iteration 29Q: 3 clusters Score -596002.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -596007.562500 Penalty: 4160.896973
	Iteration 30Q: 3 clusters Score -596007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -596013.437500 Penalty: 4160.896973
	Iteration 31Q: 3 clusters Score -596013.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -596022.437500 Penalty: 4160.896973
	Iteration 32Q: 3 clusters Score -596022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -596032.875000 Penalty: 4160.896973
	Iteration 33Q: 3 clusters Score -596032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -596047.812500 Penalty: 4160.896973
	Iteration 34Q: 3 clusters Score -596047.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -596066.437500 Penalty: 4160.896973
	Iteration 35Q: 3 clusters Score -596066.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -596087.062500 Penalty: 4160.896973
	Iteration 36Q: 3 clusters Score -596087.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -596110.562500 Penalty: 4160.896973
	Iteration 37Q: 3 clusters Score -596110.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -596128.937500 Penalty: 4160.896973
	Iteration 38Q: 3 clusters Score -596128.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -596147.937500 Penalty: 4160.896973
	Iteration 39Q: 3 clusters Score -596147.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -596173.125000 Penalty: 4160.896973
	Iteration 40F: 3 clusters Score -596173.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -596196.500000 Penalty: 4160.896973
	Iteration 41Q: 3 clusters Score -596196.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -596213.937500 Penalty: 4160.896973
	Iteration 42Q: 3 clusters Score -596213.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -596231.812500 Penalty: 4160.896973
	Iteration 43Q: 3 clusters Score -596231.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -596249.000000 Penalty: 4160.896973
	Iteration 44Q: 3 clusters Score -596249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -596262.500000 Penalty: 4160.896973
	Iteration 45Q: 3 clusters Score -596262.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -596273.687500 Penalty: 4160.896973
	Iteration 46Q: 3 clusters Score -596273.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -596284.250000 Penalty: 4160.896973
	Iteration 47Q: 3 clusters Score -596284.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -596297.625000 Penalty: 4160.896973
	Iteration 48Q: 3 clusters Score -596297.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -596309.250000 Penalty: 4160.896973
	Iteration 49Q: 3 clusters Score -596309.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -596325.500000 Penalty: 4160.896973
	Iteration 50Q: 3 clusters Score -596325.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -596338.375000 Penalty: 4160.896973
	Iteration 51Q: 3 clusters Score -596338.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -596353.625000 Penalty: 4160.896973
	Iteration 52Q: 3 clusters Score -596353.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -596371.875000 Penalty: 4160.896973
	Iteration 53Q: 3 clusters Score -596371.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -596395.687500 Penalty: 4160.896973
	Iteration 54Q: 3 clusters Score -596395.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -596416.562500 Penalty: 4160.896973
	Iteration 55Q: 3 clusters Score -596416.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -596430.625000 Penalty: 4160.896973
	Iteration 56Q: 3 clusters Score -596430.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -596452.437500 Penalty: 4160.896973
	Iteration 57Q: 3 clusters Score -596452.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -596466.500000 Penalty: 4160.896973
	Iteration 58Q: 3 clusters Score -596466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -596475.500000 Penalty: 4160.896973
	Iteration 59Q: 3 clusters Score -596475.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -596485.000000 Penalty: 4160.896973
	Iteration 60F: 3 clusters Score -596485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -596489.562500 Penalty: 4160.896973
	Iteration 61Q: 3 clusters Score -596489.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -596496.562500 Penalty: 4160.896973
	Iteration 62Q: 3 clusters Score -596496.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -596499.500000 Penalty: 4160.896973
	Iteration 63Q: 3 clusters Score -596499.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -596502.562500 Penalty: 4160.896973
	Iteration 64Q: 3 clusters Score -596502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -596507.562500 Penalty: 4160.896973
	Iteration 65Q: 3 clusters Score -596507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -596508.000000 Penalty: 4160.896973
	Iteration 66Q: 3 clusters Score -596508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -596509.687500 Penalty: 4160.896973
	Iteration 67Q: 3 clusters Score -596509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -596510.875000 Penalty: 4160.896973
	Iteration 68Q: 3 clusters Score -596510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -596510.875000 Penalty: 4160.896973
	Iteration 69F: 3 clusters Score -596510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (84671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Entering Unmasked Estep 
Score: -12012718.000000 Penalty: 2813.938965
	Iteration 0F: 2 clusters Score -1.201272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -11956024.000000 Penalty: 5627.877930
	Iteration 0F: 3 clusters Score -1.195602e+07 nChanged 39821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -11979283.000000 Penalty: 5627.877930
	Iteration 1F: 3 clusters Score -1.197928e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -11981108.000000 Penalty: 5627.877930
	Iteration 2Q: 3 clusters Score -1.198111e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -11983237.000000 Penalty: 5627.877930
	Iteration 3F: 3 clusters Score -1.198324e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -11985247.000000 Penalty: 5627.877930
	Iteration 4F: 3 clusters Score -1.198525e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -11987497.000000 Penalty: 5627.877930
	Iteration 5F: 3 clusters Score -1.19875e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -11990007.000000 Penalty: 5627.877930
	Iteration 6F: 3 clusters Score -1.199001e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -11992909.000000 Penalty: 5627.877930
	Iteration 7F: 3 clusters Score -1.199291e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -11996097.000000 Penalty: 5627.877930
	Iteration 8F: 3 clusters Score -1.19961e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -11999350.000000 Penalty: 5627.877930
	Iteration 9F: 3 clusters Score -1.199935e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 68899 members 
Entering Unmasked Estep 
Score: -12002237.000000 Penalty: 5627.877930
	Iteration 10Q: 3 clusters Score -1.200224e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -12004541.000000 Penalty: 5627.877930
	Iteration 11Q: 3 clusters Score -1.200454e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -12006162.000000 Penalty: 5627.877930
	Iteration 12Q: 3 clusters Score -1.200616e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -12007440.000000 Penalty: 5627.877930
	Iteration 13Q: 3 clusters Score -1.200744e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -12008395.000000 Penalty: 5627.877930
	Iteration 14Q: 3 clusters Score -1.20084e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -12009074.000000 Penalty: 5627.877930
	Iteration 15Q: 3 clusters Score -1.200907e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 80077 members 
Entering Unmasked Estep 
Score: -12009606.000000 Penalty: 5627.877930
	Iteration 16Q: 3 clusters Score -1.200961e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -12009914.000000 Penalty: 5627.877930
	Iteration 17Q: 3 clusters Score -1.200991e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -12010177.000000 Penalty: 5627.877930
	Iteration 18Q: 3 clusters Score -1.201018e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -12010427.000000 Penalty: 5627.877930
	Iteration 19Q: 3 clusters Score -1.201043e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -12010582.000000 Penalty: 5627.877930
	Iteration 20F: 3 clusters Score -1.201058e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -12010692.000000 Penalty: 5627.877930
	Iteration 21Q: 3 clusters Score -1.201069e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -12010765.000000 Penalty: 5627.877930
	Iteration 22Q: 3 clusters Score -1.201076e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -12010783.000000 Penalty: 5627.877930
	Iteration 23Q: 3 clusters Score -1.201078e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 82687 members 
Entering Unmasked Estep 
Score: -12010815.000000 Penalty: 5627.877930
	Iteration 24Q: 3 clusters Score -1.201082e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -12010847.000000 Penalty: 5627.877930
	Iteration 25Q: 3 clusters Score -1.201085e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -12010889.000000 Penalty: 5627.877930
	Iteration 26Q: 3 clusters Score -1.201089e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -12010931.000000 Penalty: 5627.877930
	Iteration 27Q: 3 clusters Score -1.201093e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -12010948.000000 Penalty: 5627.877930
	Iteration 28Q: 3 clusters Score -1.201095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -12010957.000000 Penalty: 5627.877930
	Iteration 29Q: 3 clusters Score -1.201096e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -12010955.000000 Penalty: 5627.877930
	Iteration 30Q: 3 clusters Score -1.201096e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -12010962.000000 Penalty: 5627.877930
	Iteration 31Q: 3 clusters Score -1.201096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -12010990.000000 Penalty: 5627.877930
	Iteration 32Q: 3 clusters Score -1.201099e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -12010991.000000 Penalty: 5627.877930
	Iteration 33Q: 3 clusters Score -1.201099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 83155 members 
Entering Unmasked Estep 
Score: -12010995.000000 Penalty: 5627.877930
	Iteration 34Q: 3 clusters Score -1.2011e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -12011009.000000 Penalty: 5627.877930
	Iteration 35Q: 3 clusters Score -1.201101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -12011009.000000 Penalty: 5627.877930
	Iteration 36Q: 3 clusters Score -1.201101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 83203 members 
Entering Unmasked Estep 
Score: -12011026.000000 Penalty: 5627.877930
	Iteration 37Q: 3 clusters Score -1.201103e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -12011023.000000 Penalty: 5627.877930
	Iteration 38Q: 3 clusters Score -1.201102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -12011027.000000 Penalty: 5627.877930
	Iteration 39Q: 3 clusters Score -1.201103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -12011019.000000 Penalty: 5627.877930
	Iteration 40F: 3 clusters Score -1.201102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -12011019.000000 Penalty: 5627.877930
	Iteration 41Q: 3 clusters Score -1.201102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -12011030.000000 Penalty: 5627.877930
	Iteration 42Q: 3 clusters Score -1.201103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -12011029.000000 Penalty: 5627.877930
	Iteration 43Q: 3 clusters Score -1.201103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 83258 members 
Entering Unmasked Estep 
Score: -12011019.000000 Penalty: 5627.877930
	Iteration 44Q: 3 clusters Score -1.201102e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -12011037.000000 Penalty: 5627.877930
	Iteration 45Q: 3 clusters Score -1.201104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -12011035.000000 Penalty: 5627.877930
	Iteration 46Q: 3 clusters Score -1.201104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -12011040.000000 Penalty: 5627.877930
	Iteration 47Q: 3 clusters Score -1.201104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -12011038.000000 Penalty: 5627.877930
	Iteration 48Q: 3 clusters Score -1.201104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -12011033.000000 Penalty: 5627.877930
	Iteration 49Q: 3 clusters Score -1.201103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 83303 members 
Entering Unmasked Estep 
Score: -12011029.000000 Penalty: 5627.877930
	Iteration 50Q: 3 clusters Score -1.201103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 83306 members 
Entering Unmasked Estep 
Score: -12011041.000000 Penalty: 5627.877930
	Iteration 51Q: 3 clusters Score -1.201104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -12011045.000000 Penalty: 5627.877930
	Iteration 52Q: 3 clusters Score -1.201104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -12011037.000000 Penalty: 5627.877930
	Iteration 53Q: 3 clusters Score -1.201104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -12011035.000000 Penalty: 5627.877930
	Iteration 54Q: 3 clusters Score -1.201104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -12011035.000000 Penalty: 5627.877930
	Iteration 55F: 3 clusters Score -1.201104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Entering Unmasked Estep 
Score: -1167837.625000 Penalty: 2226.363770
	Iteration 0F: 2 clusters Score -1167838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1161529.750000 Penalty: 4452.727539
	Iteration 0F: 3 clusters Score -1161530 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1163250.625000 Penalty: 4452.727539
	Iteration 1F: 3 clusters Score -1163251 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1163487.375000 Penalty: 4452.727539
	Iteration 2F: 3 clusters Score -1163487 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1163676.125000 Penalty: 4452.727539
	Iteration 3Q: 3 clusters Score -1163676 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1163851.750000 Penalty: 4452.727539
	Iteration 4Q: 3 clusters Score -1163852 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1164008.500000 Penalty: 4452.727539
	Iteration 5Q: 3 clusters Score -1164008 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1164188.125000 Penalty: 4452.727539
	Iteration 6Q: 3 clusters Score -1164188 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1164391.000000 Penalty: 4452.727539
	Iteration 7Q: 3 clusters Score -1164391 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1164650.875000 Penalty: 4452.727539
	Iteration 8Q: 3 clusters Score -1164651 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1164933.000000 Penalty: 4452.727539
	Iteration 9Q: 3 clusters Score -1164933 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1165209.875000 Penalty: 4452.727539
	Iteration 10Q: 3 clusters Score -1165210 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1165485.875000 Penalty: 4452.727539
	Iteration 11Q: 3 clusters Score -1165486 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1165721.500000 Penalty: 4452.727539
	Iteration 12Q: 3 clusters Score -1165722 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1165876.000000 Penalty: 4452.727539
	Iteration 13Q: 3 clusters Score -1165876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1165974.125000 Penalty: 4452.727539
	Iteration 14Q: 3 clusters Score -1165974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1166048.375000 Penalty: 4452.727539
	Iteration 15Q: 3 clusters Score -1166048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1166109.500000 Penalty: 4452.727539
	Iteration 16Q: 3 clusters Score -1166110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1166135.625000 Penalty: 4452.727539
	Iteration 17Q: 3 clusters Score -1166136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1166153.875000 Penalty: 4452.727539
	Iteration 18Q: 3 clusters Score -1166154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1166171.500000 Penalty: 4452.727539
	Iteration 19Q: 3 clusters Score -1166172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1166189.750000 Penalty: 4452.727539
	Iteration 20F: 3 clusters Score -1166190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1166198.250000 Penalty: 4452.727539
	Iteration 21Q: 3 clusters Score -1166198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1166211.625000 Penalty: 4452.727539
	Iteration 22Q: 3 clusters Score -1166212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1166218.875000 Penalty: 4452.727539
	Iteration 23Q: 3 clusters Score -1166219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1166224.125000 Penalty: 4452.727539
	Iteration 24Q: 3 clusters Score -1166224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1166230.000000 Penalty: 4452.727539
	Iteration 25Q: 3 clusters Score -1166230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1166230.625000 Penalty: 4452.727539
	Iteration 26Q: 3 clusters Score -1166231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1166230.625000 Penalty: 4452.727539
	Iteration 27F: 3 clusters Score -1166231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -1071900.875000 Penalty: 2210.593750
	Iteration 0F: 2 clusters Score -1071901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1065886.500000 Penalty: 4421.187500
	Iteration 0F: 3 clusters Score -1065886 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1067924.750000 Penalty: 4421.187500
	Iteration 1F: 3 clusters Score -1067925 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1069027.250000 Penalty: 4421.187500
	Iteration 2F: 3 clusters Score -1069027 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1070261.125000 Penalty: 4421.187500
	Iteration 3F: 3 clusters Score -1070261 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1070930.000000 Penalty: 4421.187500
	Iteration 4F: 3 clusters Score -1070930 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1071302.625000 Penalty: 4421.187500
	Iteration 5F: 3 clusters Score -1071303 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1071516.625000 Penalty: 4421.187500
	Iteration 6Q: 3 clusters Score -1071517 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1071702.250000 Penalty: 4421.187500
	Iteration 7Q: 3 clusters Score -1071702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1071888.125000 Penalty: 4421.187500
	Iteration 8Q: 3 clusters Score -1071888 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1072077.125000 Penalty: 4421.187500
	Iteration 9Q: 3 clusters Score -1072077 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1072281.125000 Penalty: 4421.187500
	Iteration 10Q: 3 clusters Score -1072281 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1072485.500000 Penalty: 4421.187500
	Iteration 11Q: 3 clusters Score -1072486 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1072638.750000 Penalty: 4421.187500
	Iteration 12Q: 3 clusters Score -1072639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1072738.375000 Penalty: 4421.187500
	Iteration 13Q: 3 clusters Score -1072738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1072813.625000 Penalty: 4421.187500
	Iteration 14Q: 3 clusters Score -1072814 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1072857.875000 Penalty: 4421.187500
	Iteration 15Q: 3 clusters Score -1072858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1072879.500000 Penalty: 4421.187500
	Iteration 16Q: 3 clusters Score -1072880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1072906.875000 Penalty: 4421.187500
	Iteration 17Q: 3 clusters Score -1072907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1072945.500000 Penalty: 4421.187500
	Iteration 18Q: 3 clusters Score -1072946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1072979.625000 Penalty: 4421.187500
	Iteration 19Q: 3 clusters Score -1072980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1073022.000000 Penalty: 4421.187500
	Iteration 20F: 3 clusters Score -1073022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1073049.750000 Penalty: 4421.187500
	Iteration 21Q: 3 clusters Score -1073050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1073077.750000 Penalty: 4421.187500
	Iteration 22Q: 3 clusters Score -1073078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1073089.500000 Penalty: 4421.187500
	Iteration 23Q: 3 clusters Score -1073090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1073094.875000 Penalty: 4421.187500
	Iteration 24Q: 3 clusters Score -1073095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1073096.000000 Penalty: 4421.187500
	Iteration 25Q: 3 clusters Score -1073096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1073096.500000 Penalty: 4421.187500
	Iteration 26Q: 3 clusters Score -1073096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1073096.500000 Penalty: 4421.187500
	Iteration 27F: 3 clusters Score -1073096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6141 members 
Entering Unmasked Estep 
Score: -115045232.000000 Penalty: 148360.000000
Splitting cluster 11 changes total score from -115045024.000000 to -115045232.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 12 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -1290790.500000 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -1290790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1283942.500000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -1283942 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1286030.250000 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -1286030 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1286559.125000 Penalty: 4497.198242
	Iteration 2F: 3 clusters Score -1286559 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1287016.375000 Penalty: 4497.198242
	Iteration 3F: 3 clusters Score -1287016 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1287432.000000 Penalty: 4497.198242
	Iteration 4F: 3 clusters Score -1287432 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1287793.500000 Penalty: 4497.198242
	Iteration 5F: 3 clusters Score -1287794 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1288064.250000 Penalty: 4497.198242
	Iteration 6Q: 3 clusters Score -1288064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1288280.500000 Penalty: 4497.198242
	Iteration 7Q: 3 clusters Score -1288280 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1288458.875000 Penalty: 4497.198242
	Iteration 8Q: 3 clusters Score -1288459 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1288597.750000 Penalty: 4497.198242
	Iteration 9Q: 3 clusters Score -1288598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1288706.375000 Penalty: 4497.198242
	Iteration 10Q: 3 clusters Score -1288706 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1288794.125000 Penalty: 4497.198242
	Iteration 11Q: 3 clusters Score -1288794 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1288883.750000 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -1288884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1288979.250000 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -1288979 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1289060.750000 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -1289061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1289139.000000 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -1289139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1289191.750000 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -1289192 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1289232.000000 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -1289232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1289270.750000 Penalty: 4497.198242
	Iteration 18Q: 3 clusters Score -1289271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1289295.250000 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -1289295 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1289319.750000 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -1289320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1289345.500000 Penalty: 4497.198242
	Iteration 21Q: 3 clusters Score -1289346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1289370.625000 Penalty: 4497.198242
	Iteration 22Q: 3 clusters Score -1289371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1289388.250000 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -1289388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1289401.875000 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -1289402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1289414.250000 Penalty: 4497.198242
	Iteration 25Q: 3 clusters Score -1289414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1289421.625000 Penalty: 4497.198242
	Iteration 26Q: 3 clusters Score -1289422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1289429.750000 Penalty: 4497.198242
	Iteration 27Q: 3 clusters Score -1289430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1289438.875000 Penalty: 4497.198242
	Iteration 28Q: 3 clusters Score -1289439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1289456.625000 Penalty: 4497.198242
	Iteration 29Q: 3 clusters Score -1289457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1289472.125000 Penalty: 4497.198242
	Iteration 30Q: 3 clusters Score -1289472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1289482.000000 Penalty: 4497.198242
	Iteration 31Q: 3 clusters Score -1289482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1289488.375000 Penalty: 4497.198242
	Iteration 32Q: 3 clusters Score -1289488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1289496.750000 Penalty: 4497.198242
	Iteration 33Q: 3 clusters Score -1289497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1289505.875000 Penalty: 4497.198242
	Iteration 34Q: 3 clusters Score -1289506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1289511.500000 Penalty: 4497.198242
	Iteration 35Q: 3 clusters Score -1289512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1289514.500000 Penalty: 4497.198242
	Iteration 36Q: 3 clusters Score -1289514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1289519.125000 Penalty: 4497.198242
	Iteration 37Q: 3 clusters Score -1289519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1289524.125000 Penalty: 4497.198242
	Iteration 38Q: 3 clusters Score -1289524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1289525.000000 Penalty: 4497.198242
	Iteration 39Q: 3 clusters Score -1289525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1289525.875000 Penalty: 4497.198242
	Iteration 40F: 3 clusters Score -1289526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Entering Unmasked Estep 
Score: -2924148.000000 Penalty: 2453.985352
	Iteration 0F: 2 clusters Score -2924148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2910339.500000 Penalty: 4907.970703
	Iteration 0F: 3 clusters Score -2910340 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2915117.000000 Penalty: 4907.970703
	Iteration 1F: 3 clusters Score -2915117 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2915667.500000 Penalty: 4907.970703
	Iteration 2F: 3 clusters Score -2915668 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2916190.000000 Penalty: 4907.970703
	Iteration 3F: 3 clusters Score -2916190 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2916723.000000 Penalty: 4907.970703
	Iteration 4F: 3 clusters Score -2916723 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2917250.000000 Penalty: 4907.970703
	Iteration 5F: 3 clusters Score -2917250 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2917828.500000 Penalty: 4907.970703
	Iteration 6F: 3 clusters Score -2917828 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2918341.000000 Penalty: 4907.970703
	Iteration 7Q: 3 clusters Score -2918341 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2918882.000000 Penalty: 4907.970703
	Iteration 8Q: 3 clusters Score -2918882 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2919464.250000 Penalty: 4907.970703
	Iteration 9Q: 3 clusters Score -2919464 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2920006.250000 Penalty: 4907.970703
	Iteration 10Q: 3 clusters Score -2920006 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2920475.750000 Penalty: 4907.970703
	Iteration 11Q: 3 clusters Score -2920476 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2920889.000000 Penalty: 4907.970703
	Iteration 12Q: 3 clusters Score -2920889 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2921216.000000 Penalty: 4907.970703
	Iteration 13Q: 3 clusters Score -2921216 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2921488.750000 Penalty: 4907.970703
	Iteration 14Q: 3 clusters Score -2921489 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2921723.250000 Penalty: 4907.970703
	Iteration 15Q: 3 clusters Score -2921723 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2921919.000000 Penalty: 4907.970703
	Iteration 16Q: 3 clusters Score -2921919 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2922036.000000 Penalty: 4907.970703
	Iteration 17Q: 3 clusters Score -2922036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2922157.750000 Penalty: 4907.970703
	Iteration 18Q: 3 clusters Score -2922158 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2922267.500000 Penalty: 4907.970703
	Iteration 19Q: 3 clusters Score -2922268 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2922370.000000 Penalty: 4907.970703
	Iteration 20F: 3 clusters Score -2922370 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2922463.750000 Penalty: 4907.970703
	Iteration 21Q: 3 clusters Score -2922464 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2922552.500000 Penalty: 4907.970703
	Iteration 22Q: 3 clusters Score -2922552 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2922647.750000 Penalty: 4907.970703
	Iteration 23Q: 3 clusters Score -2922648 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2922724.250000 Penalty: 4907.970703
	Iteration 24Q: 3 clusters Score -2922724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2922778.750000 Penalty: 4907.970703
	Iteration 25Q: 3 clusters Score -2922779 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2922796.500000 Penalty: 4907.970703
	Iteration 26Q: 3 clusters Score -2922796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2922816.750000 Penalty: 4907.970703
	Iteration 27Q: 3 clusters Score -2922817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2922842.000000 Penalty: 4907.970703
	Iteration 28Q: 3 clusters Score -2922842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -2922857.250000 Penalty: 4907.970703
	Iteration 29Q: 3 clusters Score -2922857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2922861.750000 Penalty: 4907.970703
	Iteration 30Q: 3 clusters Score -2922862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2922865.000000 Penalty: 4907.970703
	Iteration 31Q: 3 clusters Score -2922865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2922868.000000 Penalty: 4907.970703
	Iteration 32Q: 3 clusters Score -2922868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2922869.000000 Penalty: 4907.970703
	Iteration 33Q: 3 clusters Score -2922869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2922877.000000 Penalty: 4907.970703
	Iteration 34Q: 3 clusters Score -2922877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2922878.500000 Penalty: 4907.970703
	Iteration 35Q: 3 clusters Score -2922878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2922875.500000 Penalty: 4907.970703
	Iteration 36Q: 3 clusters Score -2922876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2922879.750000 Penalty: 4907.970703
	Iteration 37Q: 3 clusters Score -2922880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2922885.500000 Penalty: 4907.970703
	Iteration 38Q: 3 clusters Score -2922886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2922890.500000 Penalty: 4907.970703
	Iteration 39Q: 3 clusters Score -2922890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2922892.750000 Penalty: 4907.970703
	Iteration 40F: 3 clusters Score -2922893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2922891.500000 Penalty: 4907.970703
	Iteration 41Q: 3 clusters Score -2922892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2922890.500000 Penalty: 4907.970703
	Iteration 42Q: 3 clusters Score -2922890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2922892.000000 Penalty: 4907.970703
	Iteration 43Q: 3 clusters Score -2922892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2922892.750000 Penalty: 4907.970703
	Iteration 44Q: 3 clusters Score -2922893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2922895.750000 Penalty: 4907.970703
	Iteration 45Q: 3 clusters Score -2922896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2922894.500000 Penalty: 4907.970703
	Iteration 46Q: 3 clusters Score -2922894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2922897.500000 Penalty: 4907.970703
	Iteration 47Q: 3 clusters Score -2922898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2922896.750000 Penalty: 4907.970703
	Iteration 48Q: 3 clusters Score -2922897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2922896.750000 Penalty: 4907.970703
	Iteration 49Q: 3 clusters Score -2922897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2922897.250000 Penalty: 4907.970703
	Iteration 50Q: 3 clusters Score -2922897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2922896.750000 Penalty: 4907.970703
	Iteration 51Q: 3 clusters Score -2922897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2922895.750000 Penalty: 4907.970703
	Iteration 52Q: 3 clusters Score -2922896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2922894.500000 Penalty: 4907.970703
	Iteration 53Q: 3 clusters Score -2922894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2922894.750000 Penalty: 4907.970703
	Iteration 54Q: 3 clusters Score -2922895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2922896.000000 Penalty: 4907.970703
	Iteration 55Q: 3 clusters Score -2922896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2922895.500000 Penalty: 4907.970703
	Iteration 56Q: 3 clusters Score -2922896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2922896.500000 Penalty: 4907.970703
	Iteration 57Q: 3 clusters Score -2922896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2922899.250000 Penalty: 4907.970703
	Iteration 58Q: 3 clusters Score -2922899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2922902.500000 Penalty: 4907.970703
	Iteration 59Q: 3 clusters Score -2922902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2922902.250000 Penalty: 4907.970703
	Iteration 60F: 3 clusters Score -2922902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -2922902.000000 Penalty: 4907.970703
	Iteration 61Q: 3 clusters Score -2922902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2922900.750000 Penalty: 4907.970703
	Iteration 62Q: 3 clusters Score -2922901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2922900.250000 Penalty: 4907.970703
	Iteration 63Q: 3 clusters Score -2922900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2922900.000000 Penalty: 4907.970703
	Iteration 64Q: 3 clusters Score -2922900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2922900.000000 Penalty: 4907.970703
	Iteration 65F: 3 clusters Score -2922900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Entering Unmasked Estep 
Score: -1311593.250000 Penalty: 2253.390137
	Iteration 0F: 2 clusters Score -1311593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1304671.750000 Penalty: 4506.780273
	Iteration 0F: 3 clusters Score -1304672 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1306625.500000 Penalty: 4506.780273
	Iteration 1F: 3 clusters Score -1306626 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1306943.875000 Penalty: 4506.780273
	Iteration 2F: 3 clusters Score -1306944 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1307146.625000 Penalty: 4506.780273
	Iteration 3F: 3 clusters Score -1307147 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1307289.250000 Penalty: 4506.780273
	Iteration 4Q: 3 clusters Score -1307289 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1307398.375000 Penalty: 4506.780273
	Iteration 5Q: 3 clusters Score -1307398 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1307490.000000 Penalty: 4506.780273
	Iteration 6Q: 3 clusters Score -1307490 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1307588.625000 Penalty: 4506.780273
	Iteration 7Q: 3 clusters Score -1307589 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1307682.625000 Penalty: 4506.780273
	Iteration 8Q: 3 clusters Score -1307683 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1307768.375000 Penalty: 4506.780273
	Iteration 9Q: 3 clusters Score -1307768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1307835.750000 Penalty: 4506.780273
	Iteration 10Q: 3 clusters Score -1307836 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1307886.000000 Penalty: 4506.780273
	Iteration 11Q: 3 clusters Score -1307886 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1307928.625000 Penalty: 4506.780273
	Iteration 12Q: 3 clusters Score -1307929 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1307971.750000 Penalty: 4506.780273
	Iteration 13Q: 3 clusters Score -1307972 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1308023.000000 Penalty: 4506.780273
	Iteration 14Q: 3 clusters Score -1308023 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1308068.625000 Penalty: 4506.780273
	Iteration 15Q: 3 clusters Score -1308069 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1308111.125000 Penalty: 4506.780273
	Iteration 16Q: 3 clusters Score -1308111 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1308156.250000 Penalty: 4506.780273
	Iteration 17Q: 3 clusters Score -1308156 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1308196.250000 Penalty: 4506.780273
	Iteration 18Q: 3 clusters Score -1308196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1308232.250000 Penalty: 4506.780273
	Iteration 19Q: 3 clusters Score -1308232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1308252.750000 Penalty: 4506.780273
	Iteration 20F: 3 clusters Score -1308253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1308288.875000 Penalty: 4506.780273
	Iteration 21Q: 3 clusters Score -1308289 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1308316.500000 Penalty: 4506.780273
	Iteration 22Q: 3 clusters Score -1308316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1308347.125000 Penalty: 4506.780273
	Iteration 23Q: 3 clusters Score -1308347 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1308368.000000 Penalty: 4506.780273
	Iteration 24Q: 3 clusters Score -1308368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1308391.625000 Penalty: 4506.780273
	Iteration 25Q: 3 clusters Score -1308392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1308417.375000 Penalty: 4506.780273
	Iteration 26Q: 3 clusters Score -1308417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1308436.125000 Penalty: 4506.780273
	Iteration 27Q: 3 clusters Score -1308436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1308456.750000 Penalty: 4506.780273
	Iteration 28Q: 3 clusters Score -1308457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1308481.250000 Penalty: 4506.780273
	Iteration 29Q: 3 clusters Score -1308481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1308504.375000 Penalty: 4506.780273
	Iteration 30Q: 3 clusters Score -1308504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1308514.250000 Penalty: 4506.780273
	Iteration 31Q: 3 clusters Score -1308514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1308533.625000 Penalty: 4506.780273
	Iteration 32Q: 3 clusters Score -1308534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1308551.375000 Penalty: 4506.780273
	Iteration 33Q: 3 clusters Score -1308551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1308560.125000 Penalty: 4506.780273
	Iteration 34Q: 3 clusters Score -1308560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1308574.125000 Penalty: 4506.780273
	Iteration 35Q: 3 clusters Score -1308574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1308588.125000 Penalty: 4506.780273
	Iteration 36Q: 3 clusters Score -1308588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1308600.250000 Penalty: 4506.780273
	Iteration 37Q: 3 clusters Score -1308600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1308610.625000 Penalty: 4506.780273
	Iteration 38Q: 3 clusters Score -1308611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1308621.375000 Penalty: 4506.780273
	Iteration 39Q: 3 clusters Score -1308621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1308634.250000 Penalty: 4506.780273
	Iteration 40F: 3 clusters Score -1308634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1308640.750000 Penalty: 4506.780273
	Iteration 41Q: 3 clusters Score -1308641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1308655.500000 Penalty: 4506.780273
	Iteration 42Q: 3 clusters Score -1308656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1308665.750000 Penalty: 4506.780273
	Iteration 43Q: 3 clusters Score -1308666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1308681.000000 Penalty: 4506.780273
	Iteration 44Q: 3 clusters Score -1308681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1308690.625000 Penalty: 4506.780273
	Iteration 45Q: 3 clusters Score -1308691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1308705.375000 Penalty: 4506.780273
	Iteration 46Q: 3 clusters Score -1308705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1308720.625000 Penalty: 4506.780273
	Iteration 47Q: 3 clusters Score -1308721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1308732.000000 Penalty: 4506.780273
	Iteration 48Q: 3 clusters Score -1308732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1308740.500000 Penalty: 4506.780273
	Iteration 49Q: 3 clusters Score -1308740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1308744.500000 Penalty: 4506.780273
	Iteration 50Q: 3 clusters Score -1308744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1308748.625000 Penalty: 4506.780273
	Iteration 51Q: 3 clusters Score -1308749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1308753.625000 Penalty: 4506.780273
	Iteration 52Q: 3 clusters Score -1308754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1308759.125000 Penalty: 4506.780273
	Iteration 53Q: 3 clusters Score -1308759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1308766.000000 Penalty: 4506.780273
	Iteration 54Q: 3 clusters Score -1308766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1308767.125000 Penalty: 4506.780273
	Iteration 55Q: 3 clusters Score -1308767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1308775.375000 Penalty: 4506.780273
	Iteration 56Q: 3 clusters Score -1308775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1308776.750000 Penalty: 4506.780273
	Iteration 57Q: 3 clusters Score -1308777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1308782.750000 Penalty: 4506.780273
	Iteration 58Q: 3 clusters Score -1308783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1308788.250000 Penalty: 4506.780273
	Iteration 59Q: 3 clusters Score -1308788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1308789.500000 Penalty: 4506.780273
	Iteration 60F: 3 clusters Score -1308790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1308793.375000 Penalty: 4506.780273
	Iteration 61Q: 3 clusters Score -1308793 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1308798.500000 Penalty: 4506.780273
	Iteration 62Q: 3 clusters Score -1308798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1308805.375000 Penalty: 4506.780273
	Iteration 63Q: 3 clusters Score -1308805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1308809.750000 Penalty: 4506.780273
	Iteration 64Q: 3 clusters Score -1308810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1308819.250000 Penalty: 4506.780273
	Iteration 65Q: 3 clusters Score -1308819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1308828.625000 Penalty: 4506.780273
	Iteration 66Q: 3 clusters Score -1308829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1308830.750000 Penalty: 4506.780273
	Iteration 67Q: 3 clusters Score -1308831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1308840.125000 Penalty: 4506.780273
	Iteration 68Q: 3 clusters Score -1308840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1308849.500000 Penalty: 4506.780273
	Iteration 69Q: 3 clusters Score -1308850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1308857.125000 Penalty: 4506.780273
	Iteration 70Q: 3 clusters Score -1308857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1308864.000000 Penalty: 4506.780273
	Iteration 71Q: 3 clusters Score -1308864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1308876.000000 Penalty: 4506.780273
	Iteration 72Q: 3 clusters Score -1308876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1308888.000000 Penalty: 4506.780273
	Iteration 73Q: 3 clusters Score -1308888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1308896.375000 Penalty: 4506.780273
	Iteration 74Q: 3 clusters Score -1308896 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1308906.750000 Penalty: 4506.780273
	Iteration 75Q: 3 clusters Score -1308907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1308914.000000 Penalty: 4506.780273
	Iteration 76Q: 3 clusters Score -1308914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1308919.250000 Penalty: 4506.780273
	Iteration 77Q: 3 clusters Score -1308919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1308940.750000 Penalty: 4506.780273
	Iteration 78Q: 3 clusters Score -1308941 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1308951.875000 Penalty: 4506.780273
	Iteration 79Q: 3 clusters Score -1308952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1308975.625000 Penalty: 4506.780273
	Iteration 80F: 3 clusters Score -1308976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1308992.250000 Penalty: 4506.780273
	Iteration 81Q: 3 clusters Score -1308992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1309015.875000 Penalty: 4506.780273
	Iteration 82Q: 3 clusters Score -1309016 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1309042.625000 Penalty: 4506.780273
	Iteration 83Q: 3 clusters Score -1309043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1309068.125000 Penalty: 4506.780273
	Iteration 84Q: 3 clusters Score -1309068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1309091.500000 Penalty: 4506.780273
	Iteration 85Q: 3 clusters Score -1309092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1309117.000000 Penalty: 4506.780273
	Iteration 86Q: 3 clusters Score -1309117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1309130.625000 Penalty: 4506.780273
	Iteration 87Q: 3 clusters Score -1309131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1309147.875000 Penalty: 4506.780273
	Iteration 88Q: 3 clusters Score -1309148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1309167.375000 Penalty: 4506.780273
	Iteration 89Q: 3 clusters Score -1309167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1309187.875000 Penalty: 4506.780273
	Iteration 90Q: 3 clusters Score -1309188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1309207.125000 Penalty: 4506.780273
	Iteration 91Q: 3 clusters Score -1309207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1309220.875000 Penalty: 4506.780273
	Iteration 92Q: 3 clusters Score -1309221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1309233.500000 Penalty: 4506.780273
	Iteration 93Q: 3 clusters Score -1309234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1309243.875000 Penalty: 4506.780273
	Iteration 94Q: 3 clusters Score -1309244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1309252.500000 Penalty: 4506.780273
	Iteration 95Q: 3 clusters Score -1309252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1309263.625000 Penalty: 4506.780273
	Iteration 96Q: 3 clusters Score -1309264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1309270.000000 Penalty: 4506.780273
	Iteration 97Q: 3 clusters Score -1309270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1309276.500000 Penalty: 4506.780273
	Iteration 98Q: 3 clusters Score -1309276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1309282.250000 Penalty: 4506.780273
	Iteration 99Q: 3 clusters Score -1309282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1309288.625000 Penalty: 4506.780273
	Iteration 100F: 3 clusters Score -1309289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1309295.750000 Penalty: 4506.780273
	Iteration 101Q: 3 clusters Score -1309296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1309301.500000 Penalty: 4506.780273
	Iteration 102Q: 3 clusters Score -1309302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1309300.625000 Penalty: 4506.780273
	Iteration 103Q: 3 clusters Score -1309301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1309308.625000 Penalty: 4506.780273
	Iteration 104Q: 3 clusters Score -1309309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1309313.000000 Penalty: 4506.780273
	Iteration 105Q: 3 clusters Score -1309313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1309314.625000 Penalty: 4506.780273
	Iteration 106Q: 3 clusters Score -1309315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1309318.625000 Penalty: 4506.780273
	Iteration 107Q: 3 clusters Score -1309319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1309319.750000 Penalty: 4506.780273
	Iteration 108Q: 3 clusters Score -1309320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1309321.500000 Penalty: 4506.780273
	Iteration 109Q: 3 clusters Score -1309322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1309320.875000 Penalty: 4506.780273
	Iteration 110Q: 3 clusters Score -1309321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1309322.625000 Penalty: 4506.780273
	Iteration 111Q: 3 clusters Score -1309323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1309323.250000 Penalty: 4506.780273
	Iteration 112Q: 3 clusters Score -1309323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1309324.500000 Penalty: 4506.780273
	Iteration 113Q: 3 clusters Score -1309324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1309327.250000 Penalty: 4506.780273
	Iteration 114Q: 3 clusters Score -1309327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1309328.625000 Penalty: 4506.780273
	Iteration 115Q: 3 clusters Score -1309329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1309328.750000 Penalty: 4506.780273
	Iteration 116Q: 3 clusters Score -1309329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1309329.000000 Penalty: 4506.780273
	Iteration 117Q: 3 clusters Score -1309329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1309331.625000 Penalty: 4506.780273
	Iteration 118Q: 3 clusters Score -1309332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1309331.750000 Penalty: 4506.780273
	Iteration 119Q: 3 clusters Score -1309332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1309336.875000 Penalty: 4506.780273
	Iteration 120F: 3 clusters Score -1309337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1309336.375000 Penalty: 4506.780273
	Iteration 121Q: 3 clusters Score -1309336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1309337.750000 Penalty: 4506.780273
	Iteration 122Q: 3 clusters Score -1309338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1309338.250000 Penalty: 4506.780273
	Iteration 123Q: 3 clusters Score -1309338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1309338.250000 Penalty: 4506.780273
	Iteration 124F: 3 clusters Score -1309338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Entering Unmasked Estep 
Score: -1447762.125000 Penalty: 2276.021729
	Iteration 0F: 2 clusters Score -1447762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1440292.000000 Penalty: 4552.043457
	Iteration 0F: 3 clusters Score -1440292 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1442368.000000 Penalty: 4552.043457
	Iteration 1F: 3 clusters Score -1442368 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1442720.500000 Penalty: 4552.043457
	Iteration 2F: 3 clusters Score -1442720 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1443115.000000 Penalty: 4552.043457
	Iteration 3F: 3 clusters Score -1443115 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1443496.125000 Penalty: 4552.043457
	Iteration 4F: 3 clusters Score -1443496 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1443735.125000 Penalty: 4552.043457
	Iteration 5Q: 3 clusters Score -1443735 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1443908.125000 Penalty: 4552.043457
	Iteration 6Q: 3 clusters Score -1443908 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1444073.375000 Penalty: 4552.043457
	Iteration 7Q: 3 clusters Score -1444073 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1444235.875000 Penalty: 4552.043457
	Iteration 8Q: 3 clusters Score -1444236 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1444414.375000 Penalty: 4552.043457
	Iteration 9Q: 3 clusters Score -1444414 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1444609.875000 Penalty: 4552.043457
	Iteration 10Q: 3 clusters Score -1444610 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1444831.250000 Penalty: 4552.043457
	Iteration 11Q: 3 clusters Score -1444831 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1445059.500000 Penalty: 4552.043457
	Iteration 12Q: 3 clusters Score -1445060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1445337.750000 Penalty: 4552.043457
	Iteration 13Q: 3 clusters Score -1445338 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1445625.250000 Penalty: 4552.043457
	Iteration 14Q: 3 clusters Score -1445625 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1445883.375000 Penalty: 4552.043457
	Iteration 15Q: 3 clusters Score -1445883 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1446050.375000 Penalty: 4552.043457
	Iteration 16Q: 3 clusters Score -1446050 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1446166.875000 Penalty: 4552.043457
	Iteration 17Q: 3 clusters Score -1446167 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1446234.500000 Penalty: 4552.043457
	Iteration 18Q: 3 clusters Score -1446234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1446288.500000 Penalty: 4552.043457
	Iteration 19Q: 3 clusters Score -1446288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1446335.250000 Penalty: 4552.043457
	Iteration 20F: 3 clusters Score -1446335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1446367.125000 Penalty: 4552.043457
	Iteration 21Q: 3 clusters Score -1446367 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1446393.375000 Penalty: 4552.043457
	Iteration 22Q: 3 clusters Score -1446393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1446419.500000 Penalty: 4552.043457
	Iteration 23Q: 3 clusters Score -1446420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1446441.250000 Penalty: 4552.043457
	Iteration 24Q: 3 clusters Score -1446441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1446457.875000 Penalty: 4552.043457
	Iteration 25Q: 3 clusters Score -1446458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1446477.375000 Penalty: 4552.043457
	Iteration 26Q: 3 clusters Score -1446477 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1446489.875000 Penalty: 4552.043457
	Iteration 27Q: 3 clusters Score -1446490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1446498.625000 Penalty: 4552.043457
	Iteration 28Q: 3 clusters Score -1446499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1446505.250000 Penalty: 4552.043457
	Iteration 29Q: 3 clusters Score -1446505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1446507.250000 Penalty: 4552.043457
	Iteration 30Q: 3 clusters Score -1446507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1446516.875000 Penalty: 4552.043457
	Iteration 31Q: 3 clusters Score -1446517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1446516.750000 Penalty: 4552.043457
	Iteration 32Q: 3 clusters Score -1446517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1446518.125000 Penalty: 4552.043457
	Iteration 33Q: 3 clusters Score -1446518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1446525.000000 Penalty: 4552.043457
	Iteration 34Q: 3 clusters Score -1446525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1446524.000000 Penalty: 4552.043457
	Iteration 35Q: 3 clusters Score -1446524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1446528.375000 Penalty: 4552.043457
	Iteration 36Q: 3 clusters Score -1446528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1446535.375000 Penalty: 4552.043457
	Iteration 37Q: 3 clusters Score -1446535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1446540.000000 Penalty: 4552.043457
	Iteration 38Q: 3 clusters Score -1446540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1446542.125000 Penalty: 4552.043457
	Iteration 39Q: 3 clusters Score -1446542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1446544.625000 Penalty: 4552.043457
	Iteration 40F: 3 clusters Score -1446545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1446549.250000 Penalty: 4552.043457
	Iteration 41Q: 3 clusters Score -1446549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1446549.000000 Penalty: 4552.043457
	Iteration 42Q: 3 clusters Score -1446549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1446550.625000 Penalty: 4552.043457
	Iteration 43Q: 3 clusters Score -1446551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1446549.375000 Penalty: 4552.043457
	Iteration 44Q: 3 clusters Score -1446549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1446550.875000 Penalty: 4552.043457
	Iteration 45Q: 3 clusters Score -1446551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1446552.625000 Penalty: 4552.043457
	Iteration 46Q: 3 clusters Score -1446553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1446555.375000 Penalty: 4552.043457
	Iteration 47Q: 3 clusters Score -1446555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1446557.375000 Penalty: 4552.043457
	Iteration 48Q: 3 clusters Score -1446557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1446555.750000 Penalty: 4552.043457
	Iteration 49Q: 3 clusters Score -1446556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1446556.375000 Penalty: 4552.043457
	Iteration 50Q: 3 clusters Score -1446556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1446555.375000 Penalty: 4552.043457
	Iteration 51Q: 3 clusters Score -1446555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1446557.500000 Penalty: 4552.043457
	Iteration 52Q: 3 clusters Score -1446558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1446561.125000 Penalty: 4552.043457
	Iteration 53Q: 3 clusters Score -1446561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1446561.500000 Penalty: 4552.043457
	Iteration 54Q: 3 clusters Score -1446562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1446562.750000 Penalty: 4552.043457
	Iteration 55Q: 3 clusters Score -1446563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1446561.750000 Penalty: 4552.043457
	Iteration 56Q: 3 clusters Score -1446562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1446561.625000 Penalty: 4552.043457
	Iteration 57Q: 3 clusters Score -1446562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1446561.625000 Penalty: 4552.043457
	Iteration 58F: 3 clusters Score -1446562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Entering Unmasked Estep 
Score: -6878560.500000 Penalty: 2662.734375
	Iteration 0F: 2 clusters Score -6878560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -6847641.000000 Penalty: 5325.468750
	Iteration 0F: 3 clusters Score -6847641 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6859772.000000 Penalty: 5325.468750
	Iteration 1F: 3 clusters Score -6859772 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6860665.500000 Penalty: 5325.468750
	Iteration 2Q: 3 clusters Score -6860666 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -6861677.500000 Penalty: 5325.468750
	Iteration 3Q: 3 clusters Score -6861678 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6862891.000000 Penalty: 5325.468750
	Iteration 4F: 3 clusters Score -6862891 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -6864276.000000 Penalty: 5325.468750
	Iteration 5F: 3 clusters Score -6864276 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -6865835.500000 Penalty: 5325.468750
	Iteration 6F: 3 clusters Score -6865836 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -6867923.000000 Penalty: 5325.468750
	Iteration 7F: 3 clusters Score -6867923 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -6869816.500000 Penalty: 5325.468750
	Iteration 8F: 3 clusters Score -6869816 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -6871300.000000 Penalty: 5325.468750
	Iteration 9F: 3 clusters Score -6871300 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -6872218.500000 Penalty: 5325.468750
	Iteration 10Q: 3 clusters Score -6872218 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -6872812.500000 Penalty: 5325.468750
	Iteration 11Q: 3 clusters Score -6872812 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -6873243.000000 Penalty: 5325.468750
	Iteration 12Q: 3 clusters Score -6873243 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -6873618.000000 Penalty: 5325.468750
	Iteration 13Q: 3 clusters Score -6873618 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -6873896.000000 Penalty: 5325.468750
	Iteration 14Q: 3 clusters Score -6873896 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -6874126.000000 Penalty: 5325.468750
	Iteration 15Q: 3 clusters Score -6874126 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -6874302.500000 Penalty: 5325.468750
	Iteration 16Q: 3 clusters Score -6874302 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -6874402.000000 Penalty: 5325.468750
	Iteration 17Q: 3 clusters Score -6874402 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6874499.500000 Penalty: 5325.468750
	Iteration 18Q: 3 clusters Score -6874500 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -6874580.000000 Penalty: 5325.468750
	Iteration 19Q: 3 clusters Score -6874580 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -6874649.500000 Penalty: 5325.468750
	Iteration 20F: 3 clusters Score -6874650 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -6874721.000000 Penalty: 5325.468750
	Iteration 21Q: 3 clusters Score -6874721 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -6874813.000000 Penalty: 5325.468750
	Iteration 22Q: 3 clusters Score -6874813 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -6874850.000000 Penalty: 5325.468750
	Iteration 23Q: 3 clusters Score -6874850 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -6874914.500000 Penalty: 5325.468750
	Iteration 24Q: 3 clusters Score -6874914 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6874983.000000 Penalty: 5325.468750
	Iteration 25Q: 3 clusters Score -6874983 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -6875026.000000 Penalty: 5325.468750
	Iteration 26Q: 3 clusters Score -6875026 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -6875091.500000 Penalty: 5325.468750
	Iteration 27Q: 3 clusters Score -6875092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6875144.500000 Penalty: 5325.468750
	Iteration 28Q: 3 clusters Score -6875144 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -6875185.000000 Penalty: 5325.468750
	Iteration 29Q: 3 clusters Score -6875185 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -6875230.000000 Penalty: 5325.468750
	Iteration 30Q: 3 clusters Score -6875230 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -6875255.500000 Penalty: 5325.468750
	Iteration 31Q: 3 clusters Score -6875256 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -6875302.500000 Penalty: 5325.468750
	Iteration 32Q: 3 clusters Score -6875302 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -6875319.500000 Penalty: 5325.468750
	Iteration 33Q: 3 clusters Score -6875320 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -6875353.500000 Penalty: 5325.468750
	Iteration 34Q: 3 clusters Score -6875354 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -6875424.500000 Penalty: 5325.468750
	Iteration 35Q: 3 clusters Score -6875424 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -6875457.500000 Penalty: 5325.468750
	Iteration 36Q: 3 clusters Score -6875458 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -6875532.500000 Penalty: 5325.468750
	Iteration 37Q: 3 clusters Score -6875532 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -6875588.500000 Penalty: 5325.468750
	Iteration 38Q: 3 clusters Score -6875588 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -6875620.000000 Penalty: 5325.468750
	Iteration 39Q: 3 clusters Score -6875620 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -6875623.500000 Penalty: 5325.468750
	Iteration 40F: 3 clusters Score -6875624 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -6875642.000000 Penalty: 5325.468750
	Iteration 41Q: 3 clusters Score -6875642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -6875664.500000 Penalty: 5325.468750
	Iteration 42Q: 3 clusters Score -6875664 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -6875696.000000 Penalty: 5325.468750
	Iteration 43Q: 3 clusters Score -6875696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -6875712.500000 Penalty: 5325.468750
	Iteration 44Q: 3 clusters Score -6875712 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -6875729.500000 Penalty: 5325.468750
	Iteration 45Q: 3 clusters Score -6875730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -6875736.500000 Penalty: 5325.468750
	Iteration 46Q: 3 clusters Score -6875736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -6875740.000000 Penalty: 5325.468750
	Iteration 47Q: 3 clusters Score -6875740 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -6875772.500000 Penalty: 5325.468750
	Iteration 48Q: 3 clusters Score -6875772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -6875771.000000 Penalty: 5325.468750
	Iteration 49Q: 3 clusters Score -6875771 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -6875788.000000 Penalty: 5325.468750
	Iteration 50Q: 3 clusters Score -6875788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6875818.500000 Penalty: 5325.468750
	Iteration 51Q: 3 clusters Score -6875818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6875816.000000 Penalty: 5325.468750
	Iteration 52Q: 3 clusters Score -6875816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -6875829.000000 Penalty: 5325.468750
	Iteration 53Q: 3 clusters Score -6875829 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -6875832.500000 Penalty: 5325.468750
	Iteration 54Q: 3 clusters Score -6875832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -6875832.000000 Penalty: 5325.468750
	Iteration 55Q: 3 clusters Score -6875832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -6875850.000000 Penalty: 5325.468750
	Iteration 56Q: 3 clusters Score -6875850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6875837.500000 Penalty: 5325.468750
	Iteration 57Q: 3 clusters Score -6875838 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6875849.500000 Penalty: 5325.468750
	Iteration 58Q: 3 clusters Score -6875850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -6875858.000000 Penalty: 5325.468750
	Iteration 59Q: 3 clusters Score -6875858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -6875852.000000 Penalty: 5325.468750
	Iteration 60F: 3 clusters Score -6875852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -6875860.500000 Penalty: 5325.468750
	Iteration 61Q: 3 clusters Score -6875860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6875867.000000 Penalty: 5325.468750
	Iteration 62Q: 3 clusters Score -6875867 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -6875881.500000 Penalty: 5325.468750
	Iteration 63Q: 3 clusters Score -6875882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -6875884.500000 Penalty: 5325.468750
	Iteration 64Q: 3 clusters Score -6875884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6875898.000000 Penalty: 5325.468750
	Iteration 65Q: 3 clusters Score -6875898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6875901.000000 Penalty: 5325.468750
	Iteration 66Q: 3 clusters Score -6875901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6875901.500000 Penalty: 5325.468750
	Iteration 67Q: 3 clusters Score -6875902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -6875900.500000 Penalty: 5325.468750
	Iteration 68Q: 3 clusters Score -6875900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6875912.000000 Penalty: 5325.468750
	Iteration 69Q: 3 clusters Score -6875912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -6875904.500000 Penalty: 5325.468750
	Iteration 70Q: 3 clusters Score -6875904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -6875907.000000 Penalty: 5325.468750
	Iteration 71Q: 3 clusters Score -6875907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -6875914.500000 Penalty: 5325.468750
	Iteration 72Q: 3 clusters Score -6875914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -6875916.000000 Penalty: 5325.468750
	Iteration 73Q: 3 clusters Score -6875916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -6875917.500000 Penalty: 5325.468750
	Iteration 74Q: 3 clusters Score -6875918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6875915.500000 Penalty: 5325.468750
	Iteration 75Q: 3 clusters Score -6875916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -6875923.000000 Penalty: 5325.468750
	Iteration 76Q: 3 clusters Score -6875923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6875910.000000 Penalty: 5325.468750
	Iteration 77Q: 3 clusters Score -6875910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6875919.500000 Penalty: 5325.468750
	Iteration 78Q: 3 clusters Score -6875920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -6875916.000000 Penalty: 5325.468750
	Iteration 79Q: 3 clusters Score -6875916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -6875924.000000 Penalty: 5325.468750
	Iteration 80F: 3 clusters Score -6875924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -6875931.500000 Penalty: 5325.468750
	Iteration 81Q: 3 clusters Score -6875932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -6875928.500000 Penalty: 5325.468750
	Iteration 82Q: 3 clusters Score -6875928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -6875935.000000 Penalty: 5325.468750
	Iteration 83Q: 3 clusters Score -6875935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -6875929.000000 Penalty: 5325.468750
	Iteration 84Q: 3 clusters Score -6875929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -6875924.000000 Penalty: 5325.468750
	Iteration 85Q: 3 clusters Score -6875924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -6875939.000000 Penalty: 5325.468750
	Iteration 86Q: 3 clusters Score -6875939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -6875940.000000 Penalty: 5325.468750
	Iteration 87Q: 3 clusters Score -6875940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6875943.000000 Penalty: 5325.468750
	Iteration 88Q: 3 clusters Score -6875943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -6875947.000000 Penalty: 5325.468750
	Iteration 89Q: 3 clusters Score -6875947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -6875932.500000 Penalty: 5325.468750
	Iteration 90Q: 3 clusters Score -6875932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6875937.000000 Penalty: 5325.468750
	Iteration 91Q: 3 clusters Score -6875937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -6875943.000000 Penalty: 5325.468750
	Iteration 92Q: 3 clusters Score -6875943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6875939.500000 Penalty: 5325.468750
	Iteration 93Q: 3 clusters Score -6875940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -6875939.000000 Penalty: 5325.468750
	Iteration 94Q: 3 clusters Score -6875939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -6875935.500000 Penalty: 5325.468750
	Iteration 95Q: 3 clusters Score -6875936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -6875927.000000 Penalty: 5325.468750
	Iteration 96Q: 3 clusters Score -6875927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -6875931.000000 Penalty: 5325.468750
	Iteration 97Q: 3 clusters Score -6875931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6875928.500000 Penalty: 5325.468750
	Iteration 98Q: 3 clusters Score -6875928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -6875929.500000 Penalty: 5325.468750
	Iteration 99Q: 3 clusters Score -6875930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -6875929.000000 Penalty: 5325.468750
	Iteration 100F: 3 clusters Score -6875929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -6875931.500000 Penalty: 5325.468750
	Iteration 101Q: 3 clusters Score -6875932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -6875935.000000 Penalty: 5325.468750
	Iteration 102Q: 3 clusters Score -6875935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -6875936.000000 Penalty: 5325.468750
	Iteration 103Q: 3 clusters Score -6875936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -6875933.000000 Penalty: 5325.468750
	Iteration 104Q: 3 clusters Score -6875933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -6875943.500000 Penalty: 5325.468750
	Iteration 105Q: 3 clusters Score -6875944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -6875936.500000 Penalty: 5325.468750
	Iteration 106Q: 3 clusters Score -6875936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -6875934.500000 Penalty: 5325.468750
	Iteration 107Q: 3 clusters Score -6875934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -6875939.500000 Penalty: 5325.468750
	Iteration 108Q: 3 clusters Score -6875940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -6875936.500000 Penalty: 5325.468750
	Iteration 109Q: 3 clusters Score -6875936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6875933.500000 Penalty: 5325.468750
	Iteration 110Q: 3 clusters Score -6875934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6875931.500000 Penalty: 5325.468750
	Iteration 111Q: 3 clusters Score -6875932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6875935.000000 Penalty: 5325.468750
	Iteration 112Q: 3 clusters Score -6875935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -6875929.500000 Penalty: 5325.468750
	Iteration 113Q: 3 clusters Score -6875930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -6875931.500000 Penalty: 5325.468750
	Iteration 114Q: 3 clusters Score -6875932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6875929.500000 Penalty: 5325.468750
	Iteration 115Q: 3 clusters Score -6875930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -6875930.500000 Penalty: 5325.468750
	Iteration 116Q: 3 clusters Score -6875930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -6875934.000000 Penalty: 5325.468750
	Iteration 117Q: 3 clusters Score -6875934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -6875929.000000 Penalty: 5325.468750
	Iteration 118Q: 3 clusters Score -6875929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -6875922.000000 Penalty: 5325.468750
	Iteration 119Q: 3 clusters Score -6875922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -6875923.500000 Penalty: 5325.468750
	Iteration 120F: 3 clusters Score -6875924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -6875922.000000 Penalty: 5325.468750
	Iteration 121Q: 3 clusters Score -6875922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6875918.000000 Penalty: 5325.468750
	Iteration 122Q: 3 clusters Score -6875918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -6875918.000000 Penalty: 5325.468750
	Iteration 123F: 3 clusters Score -6875918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Entering Unmasked Estep 
Score: -3201581.000000 Penalty: 2475.885010
	Iteration 0F: 2 clusters Score -3201581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3186450.000000 Penalty: 4951.770020
	Iteration 0F: 3 clusters Score -3186450 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3191616.500000 Penalty: 4951.770020
	Iteration 1F: 3 clusters Score -3191616 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -3192188.250000 Penalty: 4951.770020
	Iteration 2F: 3 clusters Score -3192188 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -3192655.750000 Penalty: 4951.770020
	Iteration 3F: 3 clusters Score -3192656 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3193133.000000 Penalty: 4951.770020
	Iteration 4Q: 3 clusters Score -3193133 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3193632.750000 Penalty: 4951.770020
	Iteration 5Q: 3 clusters Score -3193633 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -3194150.500000 Penalty: 4951.770020
	Iteration 6Q: 3 clusters Score -3194150 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3194751.500000 Penalty: 4951.770020
	Iteration 7Q: 3 clusters Score -3194752 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3195455.750000 Penalty: 4951.770020
	Iteration 8Q: 3 clusters Score -3195456 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3196222.000000 Penalty: 4951.770020
	Iteration 9Q: 3 clusters Score -3196222 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -3196906.000000 Penalty: 4951.770020
	Iteration 10Q: 3 clusters Score -3196906 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3197391.500000 Penalty: 4951.770020
	Iteration 11Q: 3 clusters Score -3197392 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3197736.000000 Penalty: 4951.770020
	Iteration 12Q: 3 clusters Score -3197736 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3197988.500000 Penalty: 4951.770020
	Iteration 13Q: 3 clusters Score -3197988 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3198182.250000 Penalty: 4951.770020
	Iteration 14Q: 3 clusters Score -3198182 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3198353.000000 Penalty: 4951.770020
	Iteration 15Q: 3 clusters Score -3198353 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3198467.750000 Penalty: 4951.770020
	Iteration 16Q: 3 clusters Score -3198468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3198600.500000 Penalty: 4951.770020
	Iteration 17Q: 3 clusters Score -3198600 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3198718.000000 Penalty: 4951.770020
	Iteration 18Q: 3 clusters Score -3198718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3198850.250000 Penalty: 4951.770020
	Iteration 19Q: 3 clusters Score -3198850 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3198987.000000 Penalty: 4951.770020
	Iteration 20F: 3 clusters Score -3198987 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3199125.000000 Penalty: 4951.770020
	Iteration 21Q: 3 clusters Score -3199125 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3199250.750000 Penalty: 4951.770020
	Iteration 22Q: 3 clusters Score -3199251 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3199359.000000 Penalty: 4951.770020
	Iteration 23Q: 3 clusters Score -3199359 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3199464.750000 Penalty: 4951.770020
	Iteration 24Q: 3 clusters Score -3199465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -3199541.250000 Penalty: 4951.770020
	Iteration 25Q: 3 clusters Score -3199541 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3199605.250000 Penalty: 4951.770020
	Iteration 26Q: 3 clusters Score -3199605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -3199639.000000 Penalty: 4951.770020
	Iteration 27Q: 3 clusters Score -3199639 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3199668.000000 Penalty: 4951.770020
	Iteration 28Q: 3 clusters Score -3199668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3199689.250000 Penalty: 4951.770020
	Iteration 29Q: 3 clusters Score -3199689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -3199706.250000 Penalty: 4951.770020
	Iteration 30Q: 3 clusters Score -3199706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3199719.500000 Penalty: 4951.770020
	Iteration 31Q: 3 clusters Score -3199720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3199734.500000 Penalty: 4951.770020
	Iteration 32Q: 3 clusters Score -3199734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3199742.250000 Penalty: 4951.770020
	Iteration 33Q: 3 clusters Score -3199742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3199748.000000 Penalty: 4951.770020
	Iteration 34Q: 3 clusters Score -3199748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3199759.000000 Penalty: 4951.770020
	Iteration 35Q: 3 clusters Score -3199759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3199760.500000 Penalty: 4951.770020
	Iteration 36Q: 3 clusters Score -3199760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3199763.750000 Penalty: 4951.770020
	Iteration 37Q: 3 clusters Score -3199764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3199770.500000 Penalty: 4951.770020
	Iteration 38Q: 3 clusters Score -3199770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3199769.000000 Penalty: 4951.770020
	Iteration 39Q: 3 clusters Score -3199769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3199774.500000 Penalty: 4951.770020
	Iteration 40F: 3 clusters Score -3199774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3199778.250000 Penalty: 4951.770020
	Iteration 41Q: 3 clusters Score -3199778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3199782.250000 Penalty: 4951.770020
	Iteration 42Q: 3 clusters Score -3199782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3199780.750000 Penalty: 4951.770020
	Iteration 43Q: 3 clusters Score -3199781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3199785.250000 Penalty: 4951.770020
	Iteration 44Q: 3 clusters Score -3199785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3199784.750000 Penalty: 4951.770020
	Iteration 45Q: 3 clusters Score -3199785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3199784.250000 Penalty: 4951.770020
	Iteration 46Q: 3 clusters Score -3199784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3199790.500000 Penalty: 4951.770020
	Iteration 47Q: 3 clusters Score -3199790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3199789.000000 Penalty: 4951.770020
	Iteration 48Q: 3 clusters Score -3199789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3199787.500000 Penalty: 4951.770020
	Iteration 49Q: 3 clusters Score -3199788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3199786.000000 Penalty: 4951.770020
	Iteration 50Q: 3 clusters Score -3199786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3199785.500000 Penalty: 4951.770020
	Iteration 51Q: 3 clusters Score -3199786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3199784.000000 Penalty: 4951.770020
	Iteration 52Q: 3 clusters Score -3199784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3199784.000000 Penalty: 4951.770020
	Iteration 53F: 3 clusters Score -3199784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Entering Unmasked Estep 
Score: -97282.789062 Penalty: 1664.813232
	Iteration 0F: 2 clusters Score -97282.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95801.335938 Penalty: 3329.626465
	Iteration 0F: 3 clusters Score -95801.34 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96425.281250 Penalty: 3329.626465
	Iteration 1F: 3 clusters Score -96425.28 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96700.992188 Penalty: 3329.626465
	Iteration 2F: 3 clusters Score -96700.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -96993.070312 Penalty: 3329.626465
	Iteration 3Q: 3 clusters Score -96993.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97260.523438 Penalty: 3329.626465
	Iteration 4Q: 3 clusters Score -97260.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -97365.476562 Penalty: 3329.626465
	Iteration 5Q: 3 clusters Score -97365.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -97397.484375 Penalty: 3329.626465
	Iteration 6Q: 3 clusters Score -97397.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97414.898438 Penalty: 3329.626465
	Iteration 7Q: 3 clusters Score -97414.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -97432.007812 Penalty: 3329.626465
	Iteration 8Q: 3 clusters Score -97432.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97447.132812 Penalty: 3329.626465
	Iteration 9Q: 3 clusters Score -97447.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -97469.992188 Penalty: 3329.626465
	Iteration 10Q: 3 clusters Score -97469.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -97516.156250 Penalty: 3329.626465
	Iteration 11Q: 3 clusters Score -97516.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -97553.921875 Penalty: 3329.626465
	Iteration 12Q: 3 clusters Score -97553.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -97560.367188 Penalty: 3329.626465
	Iteration 13Q: 3 clusters Score -97560.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -97562.945312 Penalty: 3329.626465
	Iteration 14Q: 3 clusters Score -97562.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97565.804688 Penalty: 3329.626465
	Iteration 15Q: 3 clusters Score -97565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -97569.343750 Penalty: 3329.626465
	Iteration 16Q: 3 clusters Score -97569.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -97573.992188 Penalty: 3329.626465
	Iteration 17Q: 3 clusters Score -97573.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -97599.312500 Penalty: 3329.626465
	Iteration 18F: 3 clusters Score -97599.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -97813.171875 Penalty: 3329.626465
	Iteration 19Q: 3 clusters Score -97813.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97954.390625 Penalty: 3329.626465
	Iteration 20F: 3 clusters Score -97954.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -97991.531250 Penalty: 3329.626465
	Iteration 21Q: 3 clusters Score -97991.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97997.062500 Penalty: 3329.626465
	Iteration 22Q: 3 clusters Score -97997.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97999.000000 Penalty: 3329.626465
	Iteration 23Q: 3 clusters Score -97999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -97999.000000 Penalty: 3329.626465
	Iteration 24F: 3 clusters Score -97999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 8739 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 167 members 
Entering Unmasked Estep 
Score: -115044408.000000 Penalty: 151731.828125
Splitting cluster 18 changes total score from -115045024.000000 to -115044408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -2553269.500000 Penalty: 2436.931641
	Iteration 0F: 2 clusters Score -2553270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2540113.000000 Penalty: 4873.863281
	Iteration 0F: 3 clusters Score -2540113 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2544698.250000 Penalty: 4873.863281
	Iteration 1F: 3 clusters Score -2544698 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2545355.000000 Penalty: 4873.863281
	Iteration 2F: 3 clusters Score -2545355 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2546110.500000 Penalty: 4873.863281
	Iteration 3F: 3 clusters Score -2546110 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2547041.750000 Penalty: 4873.863281
	Iteration 4F: 3 clusters Score -2547042 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2547998.750000 Penalty: 4873.863281
	Iteration 5F: 3 clusters Score -2547999 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2548825.000000 Penalty: 4873.863281
	Iteration 6F: 3 clusters Score -2548825 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2549394.500000 Penalty: 4873.863281
	Iteration 7F: 3 clusters Score -2549394 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2549783.750000 Penalty: 4873.863281
	Iteration 8Q: 3 clusters Score -2549784 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2550051.250000 Penalty: 4873.863281
	Iteration 9Q: 3 clusters Score -2550051 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2550228.000000 Penalty: 4873.863281
	Iteration 10Q: 3 clusters Score -2550228 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2550329.500000 Penalty: 4873.863281
	Iteration 11Q: 3 clusters Score -2550330 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2550403.250000 Penalty: 4873.863281
	Iteration 12Q: 3 clusters Score -2550403 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2550457.750000 Penalty: 4873.863281
	Iteration 13Q: 3 clusters Score -2550458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2550519.250000 Penalty: 4873.863281
	Iteration 14Q: 3 clusters Score -2550519 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2550547.000000 Penalty: 4873.863281
	Iteration 15Q: 3 clusters Score -2550547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2550571.500000 Penalty: 4873.863281
	Iteration 16Q: 3 clusters Score -2550572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2550586.500000 Penalty: 4873.863281
	Iteration 17Q: 3 clusters Score -2550586 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2550600.750000 Penalty: 4873.863281
	Iteration 18Q: 3 clusters Score -2550601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2550620.500000 Penalty: 4873.863281
	Iteration 19Q: 3 clusters Score -2550620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2550626.750000 Penalty: 4873.863281
	Iteration 20F: 3 clusters Score -2550627 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2550648.000000 Penalty: 4873.863281
	Iteration 21Q: 3 clusters Score -2550648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2550657.000000 Penalty: 4873.863281
	Iteration 22Q: 3 clusters Score -2550657 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2550667.500000 Penalty: 4873.863281
	Iteration 23Q: 3 clusters Score -2550668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2550676.250000 Penalty: 4873.863281
	Iteration 24Q: 3 clusters Score -2550676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2550685.250000 Penalty: 4873.863281
	Iteration 25Q: 3 clusters Score -2550685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2550697.000000 Penalty: 4873.863281
	Iteration 26Q: 3 clusters Score -2550697 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2550705.500000 Penalty: 4873.863281
	Iteration 27Q: 3 clusters Score -2550706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2550718.500000 Penalty: 4873.863281
	Iteration 28Q: 3 clusters Score -2550718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2550724.750000 Penalty: 4873.863281
	Iteration 29Q: 3 clusters Score -2550725 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2550742.500000 Penalty: 4873.863281
	Iteration 30Q: 3 clusters Score -2550742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2550753.250000 Penalty: 4873.863281
	Iteration 31Q: 3 clusters Score -2550753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2550767.500000 Penalty: 4873.863281
	Iteration 32Q: 3 clusters Score -2550768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2550791.500000 Penalty: 4873.863281
	Iteration 33Q: 3 clusters Score -2550792 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2550808.500000 Penalty: 4873.863281
	Iteration 34Q: 3 clusters Score -2550808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2550814.250000 Penalty: 4873.863281
	Iteration 35Q: 3 clusters Score -2550814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2550828.500000 Penalty: 4873.863281
	Iteration 36Q: 3 clusters Score -2550828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2550839.250000 Penalty: 4873.863281
	Iteration 37Q: 3 clusters Score -2550839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2550845.000000 Penalty: 4873.863281
	Iteration 38Q: 3 clusters Score -2550845 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2550848.750000 Penalty: 4873.863281
	Iteration 39Q: 3 clusters Score -2550849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2550851.250000 Penalty: 4873.863281
	Iteration 40F: 3 clusters Score -2550851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2550853.750000 Penalty: 4873.863281
	Iteration 41Q: 3 clusters Score -2550854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2550854.250000 Penalty: 4873.863281
	Iteration 42Q: 3 clusters Score -2550854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2550862.250000 Penalty: 4873.863281
	Iteration 43Q: 3 clusters Score -2550862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2550868.750000 Penalty: 4873.863281
	Iteration 44Q: 3 clusters Score -2550869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2550872.750000 Penalty: 4873.863281
	Iteration 45Q: 3 clusters Score -2550873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2550868.750000 Penalty: 4873.863281
	Iteration 46Q: 3 clusters Score -2550869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2550870.750000 Penalty: 4873.863281
	Iteration 47Q: 3 clusters Score -2550871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2550877.750000 Penalty: 4873.863281
	Iteration 48Q: 3 clusters Score -2550878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2550875.000000 Penalty: 4873.863281
	Iteration 49Q: 3 clusters Score -2550875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2550874.750000 Penalty: 4873.863281
	Iteration 50Q: 3 clusters Score -2550875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2550874.500000 Penalty: 4873.863281
	Iteration 51Q: 3 clusters Score -2550874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2550870.750000 Penalty: 4873.863281
	Iteration 52Q: 3 clusters Score -2550871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2550882.500000 Penalty: 4873.863281
	Iteration 53Q: 3 clusters Score -2550882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2550890.000000 Penalty: 4873.863281
	Iteration 54Q: 3 clusters Score -2550890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2550886.500000 Penalty: 4873.863281
	Iteration 55Q: 3 clusters Score -2550886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2550886.250000 Penalty: 4873.863281
	Iteration 56Q: 3 clusters Score -2550886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2550891.000000 Penalty: 4873.863281
	Iteration 57Q: 3 clusters Score -2550891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2550888.250000 Penalty: 4873.863281
	Iteration 58Q: 3 clusters Score -2550888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2550890.500000 Penalty: 4873.863281
	Iteration 59Q: 3 clusters Score -2550890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2550893.750000 Penalty: 4873.863281
	Iteration 60F: 3 clusters Score -2550894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2550894.000000 Penalty: 4873.863281
	Iteration 61Q: 3 clusters Score -2550894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2550890.000000 Penalty: 4873.863281
	Iteration 62Q: 3 clusters Score -2550890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2550890.250000 Penalty: 4873.863281
	Iteration 63Q: 3 clusters Score -2550890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2550891.000000 Penalty: 4873.863281
	Iteration 64Q: 3 clusters Score -2550891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2550891.000000 Penalty: 4873.863281
	Iteration 65F: 3 clusters Score -2550891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -77278.781250 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -77278.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75750.070312 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -75750.07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76255.015625 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -76255.02 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76544.250000 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -76544.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76730.859375 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -76730.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -76846.312500 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -76846.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76894.429688 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -76894.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76924.890625 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -76924.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76936.320312 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -76936.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76953.359375 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -76953.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76987.835938 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -76987.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76998.132812 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -76998.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -77001.054688 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -77001.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77001.914062 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -77001.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77001.914062 Penalty: 3183.509033
	Iteration 13F: 3 clusters Score -77001.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (86954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Entering Unmasked Estep 
Score: -13115312.000000 Penalty: 2820.537354
	Iteration 0F: 2 clusters Score -1.311531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -13057143.000000 Penalty: 5641.074707
	Iteration 0F: 3 clusters Score -1.305714e+07 nChanged 40847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -13080391.000000 Penalty: 5641.074707
	Iteration 1F: 3 clusters Score -1.308039e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -13081128.000000 Penalty: 5641.074707
	Iteration 2Q: 3 clusters Score -1.308113e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -13082073.000000 Penalty: 5641.074707
	Iteration 3Q: 3 clusters Score -1.308207e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -13083502.000000 Penalty: 5641.074707
	Iteration 4Q: 3 clusters Score -1.30835e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -13085620.000000 Penalty: 5641.074707
	Iteration 5Q: 3 clusters Score -1.308562e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -13089065.000000 Penalty: 5641.074707
	Iteration 6F: 3 clusters Score -1.308906e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -13094001.000000 Penalty: 5641.074707
	Iteration 7F: 3 clusters Score -1.3094e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -13100218.000000 Penalty: 5641.074707
	Iteration 8F: 3 clusters Score -1.310022e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -13105714.000000 Penalty: 5641.074707
	Iteration 9F: 3 clusters Score -1.310571e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -13109356.000000 Penalty: 5641.074707
	Iteration 10Q: 3 clusters Score -1.310936e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -13111316.000000 Penalty: 5641.074707
	Iteration 11Q: 3 clusters Score -1.311132e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85390 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13112209.000000 Penalty: 5641.074707
	Iteration 12Q: 3 clusters Score -1.311221e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13112651.000000 Penalty: 5641.074707
	Iteration 13Q: 3 clusters Score -1.311265e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85966 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -13112856.000000 Penalty: 5641.074707
	Iteration 14Q: 3 clusters Score -1.311286e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86080 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13112953.000000 Penalty: 5641.074707
	Iteration 15Q: 3 clusters Score -1.311295e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13113045.000000 Penalty: 5641.074707
	Iteration 16Q: 3 clusters Score -1.311304e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -13113100.000000 Penalty: 5641.074707
	Iteration 17Q: 3 clusters Score -1.31131e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13113124.000000 Penalty: 5641.074707
	Iteration 18Q: 3 clusters Score -1.311312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86269 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13113139.000000 Penalty: 5641.074707
	Iteration 19Q: 3 clusters Score -1.311314e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86279 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13113160.000000 Penalty: 5641.074707
	Iteration 20F: 3 clusters Score -1.311316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86291 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -13113172.000000 Penalty: 5641.074707
	Iteration 21Q: 3 clusters Score -1.311317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13113185.000000 Penalty: 5641.074707
	Iteration 22Q: 3 clusters Score -1.311318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13113189.000000 Penalty: 5641.074707
	Iteration 23Q: 3 clusters Score -1.311319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86303 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13113194.000000 Penalty: 5641.074707
	Iteration 24Q: 3 clusters Score -1.311319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13113204.000000 Penalty: 5641.074707
	Iteration 25Q: 3 clusters Score -1.31132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86307 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -13113211.000000 Penalty: 5641.074707
	Iteration 26Q: 3 clusters Score -1.311321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13113210.000000 Penalty: 5641.074707
	Iteration 27Q: 3 clusters Score -1.311321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13113215.000000 Penalty: 5641.074707
	Iteration 28Q: 3 clusters Score -1.311322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13113219.000000 Penalty: 5641.074707
	Iteration 29Q: 3 clusters Score -1.311322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13113214.000000 Penalty: 5641.074707
	Iteration 30Q: 3 clusters Score -1.311321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13113220.000000 Penalty: 5641.074707
	Iteration 31Q: 3 clusters Score -1.311322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -13113223.000000 Penalty: 5641.074707
	Iteration 32Q: 3 clusters Score -1.311322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86320 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13113217.000000 Penalty: 5641.074707
	Iteration 33Q: 3 clusters Score -1.311322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -13113221.000000 Penalty: 5641.074707
	Iteration 34Q: 3 clusters Score -1.311322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -13113217.000000 Penalty: 5641.074707
	Iteration 35Q: 3 clusters Score -1.311322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13113222.000000 Penalty: 5641.074707
	Iteration 36Q: 3 clusters Score -1.311322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -13113227.000000 Penalty: 5641.074707
	Iteration 37Q: 3 clusters Score -1.311323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86333 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13113232.000000 Penalty: 5641.074707
	Iteration 38Q: 3 clusters Score -1.311323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13113230.000000 Penalty: 5641.074707
	Iteration 39Q: 3 clusters Score -1.311323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -13113230.000000 Penalty: 5641.074707
	Iteration 40F: 3 clusters Score -1.311323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Entering Unmasked Estep 
Score: -4785225.500000 Penalty: 2590.077881
	Iteration 0F: 2 clusters Score -4785226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -4761993.000000 Penalty: 5180.155762
	Iteration 0F: 3 clusters Score -4761993 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -4771402.500000 Penalty: 5180.155762
	Iteration 1F: 3 clusters Score -4771402 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4772685.000000 Penalty: 5180.155762
	Iteration 2F: 3 clusters Score -4772685 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4773900.000000 Penalty: 5180.155762
	Iteration 3F: 3 clusters Score -4773900 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4775036.500000 Penalty: 5180.155762
	Iteration 4F: 3 clusters Score -4775036 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4776014.000000 Penalty: 5180.155762
	Iteration 5F: 3 clusters Score -4776014 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4776854.500000 Penalty: 5180.155762
	Iteration 6Q: 3 clusters Score -4776854 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4777506.000000 Penalty: 5180.155762
	Iteration 7Q: 3 clusters Score -4777506 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4778093.500000 Penalty: 5180.155762
	Iteration 8Q: 3 clusters Score -4778094 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -4778697.500000 Penalty: 5180.155762
	Iteration 9Q: 3 clusters Score -4778698 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -4779302.500000 Penalty: 5180.155762
	Iteration 10Q: 3 clusters Score -4779302 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -4780095.500000 Penalty: 5180.155762
	Iteration 11Q: 3 clusters Score -4780096 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -4780942.500000 Penalty: 5180.155762
	Iteration 12Q: 3 clusters Score -4780942 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4781664.500000 Penalty: 5180.155762
	Iteration 13Q: 3 clusters Score -4781664 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -4782166.000000 Penalty: 5180.155762
	Iteration 14Q: 3 clusters Score -4782166 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4782470.500000 Penalty: 5180.155762
	Iteration 15Q: 3 clusters Score -4782470 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -4782682.500000 Penalty: 5180.155762
	Iteration 16Q: 3 clusters Score -4782682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4782848.500000 Penalty: 5180.155762
	Iteration 17Q: 3 clusters Score -4782848 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4782991.500000 Penalty: 5180.155762
	Iteration 18Q: 3 clusters Score -4782992 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4783095.500000 Penalty: 5180.155762
	Iteration 19Q: 3 clusters Score -4783096 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4783201.000000 Penalty: 5180.155762
	Iteration 20F: 3 clusters Score -4783201 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4783324.000000 Penalty: 5180.155762
	Iteration 21Q: 3 clusters Score -4783324 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4783427.000000 Penalty: 5180.155762
	Iteration 22Q: 3 clusters Score -4783427 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -4783485.500000 Penalty: 5180.155762
	Iteration 23Q: 3 clusters Score -4783486 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4783541.500000 Penalty: 5180.155762
	Iteration 24Q: 3 clusters Score -4783542 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4783591.000000 Penalty: 5180.155762
	Iteration 25Q: 3 clusters Score -4783591 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4783647.500000 Penalty: 5180.155762
	Iteration 26Q: 3 clusters Score -4783648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4783689.500000 Penalty: 5180.155762
	Iteration 27Q: 3 clusters Score -4783690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4783721.000000 Penalty: 5180.155762
	Iteration 28Q: 3 clusters Score -4783721 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4783756.500000 Penalty: 5180.155762
	Iteration 29Q: 3 clusters Score -4783756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4783787.500000 Penalty: 5180.155762
	Iteration 30Q: 3 clusters Score -4783788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4783813.500000 Penalty: 5180.155762
	Iteration 31Q: 3 clusters Score -4783814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -4783838.000000 Penalty: 5180.155762
	Iteration 32Q: 3 clusters Score -4783838 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4783890.000000 Penalty: 5180.155762
	Iteration 33Q: 3 clusters Score -4783890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4783905.000000 Penalty: 5180.155762
	Iteration 34Q: 3 clusters Score -4783905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4783948.500000 Penalty: 5180.155762
	Iteration 35Q: 3 clusters Score -4783948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4783964.500000 Penalty: 5180.155762
	Iteration 36Q: 3 clusters Score -4783964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4783990.000000 Penalty: 5180.155762
	Iteration 37Q: 3 clusters Score -4783990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4784001.000000 Penalty: 5180.155762
	Iteration 38Q: 3 clusters Score -4784001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -4784008.500000 Penalty: 5180.155762
	Iteration 39Q: 3 clusters Score -4784008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4784014.000000 Penalty: 5180.155762
	Iteration 40F: 3 clusters Score -4784014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4784019.000000 Penalty: 5180.155762
	Iteration 41Q: 3 clusters Score -4784019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4784033.000000 Penalty: 5180.155762
	Iteration 42Q: 3 clusters Score -4784033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4784043.000000 Penalty: 5180.155762
	Iteration 43Q: 3 clusters Score -4784043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4784059.000000 Penalty: 5180.155762
	Iteration 44Q: 3 clusters Score -4784059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4784079.000000 Penalty: 5180.155762
	Iteration 45Q: 3 clusters Score -4784079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4784089.500000 Penalty: 5180.155762
	Iteration 46Q: 3 clusters Score -4784090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4784108.500000 Penalty: 5180.155762
	Iteration 47Q: 3 clusters Score -4784108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4784141.500000 Penalty: 5180.155762
	Iteration 48Q: 3 clusters Score -4784142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4784149.500000 Penalty: 5180.155762
	Iteration 49Q: 3 clusters Score -4784150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4784165.500000 Penalty: 5180.155762
	Iteration 50Q: 3 clusters Score -4784166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4784182.000000 Penalty: 5180.155762
	Iteration 51Q: 3 clusters Score -4784182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4784188.500000 Penalty: 5180.155762
	Iteration 52Q: 3 clusters Score -4784188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4784191.500000 Penalty: 5180.155762
	Iteration 53Q: 3 clusters Score -4784192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4784195.000000 Penalty: 5180.155762
	Iteration 54Q: 3 clusters Score -4784195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4784203.500000 Penalty: 5180.155762
	Iteration 55Q: 3 clusters Score -4784204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4784212.500000 Penalty: 5180.155762
	Iteration 56Q: 3 clusters Score -4784212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4784219.000000 Penalty: 5180.155762
	Iteration 57Q: 3 clusters Score -4784219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4784217.000000 Penalty: 5180.155762
	Iteration 58Q: 3 clusters Score -4784217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4784231.500000 Penalty: 5180.155762
	Iteration 59Q: 3 clusters Score -4784232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4784240.000000 Penalty: 5180.155762
	Iteration 60F: 3 clusters Score -4784240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4784245.000000 Penalty: 5180.155762
	Iteration 61Q: 3 clusters Score -4784245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4784261.000000 Penalty: 5180.155762
	Iteration 62Q: 3 clusters Score -4784261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4784258.500000 Penalty: 5180.155762
	Iteration 63Q: 3 clusters Score -4784258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4784259.500000 Penalty: 5180.155762
	Iteration 64Q: 3 clusters Score -4784260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4784264.500000 Penalty: 5180.155762
	Iteration 65Q: 3 clusters Score -4784264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4784264.500000 Penalty: 5180.155762
	Iteration 66Q: 3 clusters Score -4784264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4784270.000000 Penalty: 5180.155762
	Iteration 67Q: 3 clusters Score -4784270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4784270.500000 Penalty: 5180.155762
	Iteration 68Q: 3 clusters Score -4784270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4784271.500000 Penalty: 5180.155762
	Iteration 69Q: 3 clusters Score -4784272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4784275.000000 Penalty: 5180.155762
	Iteration 70Q: 3 clusters Score -4784275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4784275.000000 Penalty: 5180.155762
	Iteration 71Q: 3 clusters Score -4784275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4784275.500000 Penalty: 5180.155762
	Iteration 72Q: 3 clusters Score -4784276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4784274.500000 Penalty: 5180.155762
	Iteration 73Q: 3 clusters Score -4784274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4784273.000000 Penalty: 5180.155762
	Iteration 74Q: 3 clusters Score -4784273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4784276.500000 Penalty: 5180.155762
	Iteration 75Q: 3 clusters Score -4784276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4784279.500000 Penalty: 5180.155762
	Iteration 76Q: 3 clusters Score -4784280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4784286.000000 Penalty: 5180.155762
	Iteration 77Q: 3 clusters Score -4784286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4784282.500000 Penalty: 5180.155762
	Iteration 78Q: 3 clusters Score -4784282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4784281.000000 Penalty: 5180.155762
	Iteration 79Q: 3 clusters Score -4784281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4784287.000000 Penalty: 5180.155762
	Iteration 80F: 3 clusters Score -4784287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4784297.500000 Penalty: 5180.155762
	Iteration 81Q: 3 clusters Score -4784298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4784292.500000 Penalty: 5180.155762
	Iteration 82Q: 3 clusters Score -4784292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4784289.500000 Penalty: 5180.155762
	Iteration 83Q: 3 clusters Score -4784290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4784288.000000 Penalty: 5180.155762
	Iteration 84Q: 3 clusters Score -4784288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4784289.000000 Penalty: 5180.155762
	Iteration 85Q: 3 clusters Score -4784289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4784292.000000 Penalty: 5180.155762
	Iteration 86Q: 3 clusters Score -4784292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4784292.000000 Penalty: 5180.155762
	Iteration 87Q: 3 clusters Score -4784292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4784295.500000 Penalty: 5180.155762
	Iteration 88Q: 3 clusters Score -4784296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4784294.500000 Penalty: 5180.155762
	Iteration 89Q: 3 clusters Score -4784294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4784299.500000 Penalty: 5180.155762
	Iteration 90Q: 3 clusters Score -4784300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4784299.500000 Penalty: 5180.155762
	Iteration 91F: 3 clusters Score -4784300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -637690.562500 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -637690.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -633157.437500 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -633157.4 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -634400.500000 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -634400.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -634761.875000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -634761.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -635074.500000 Penalty: 4229.168457
	Iteration 3F: 3 clusters Score -635074.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -635327.562500 Penalty: 4229.168457
	Iteration 4F: 3 clusters Score -635327.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -635583.000000 Penalty: 4229.168457
	Iteration 5F: 3 clusters Score -635583 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -635775.250000 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -635775.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -635935.000000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -635935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -636049.187500 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -636049.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -636117.437500 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -636117.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -636164.312500 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -636164.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -636203.500000 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -636203.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -636241.437500 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -636241.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -636272.937500 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -636272.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -636294.812500 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -636294.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -636317.375000 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -636317.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -636343.812500 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -636343.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -636367.250000 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -636367.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -636387.625000 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -636387.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -636403.812500 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -636403.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -636422.750000 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -636422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -636433.750000 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -636433.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -636446.500000 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -636446.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -636456.125000 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -636456.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -636465.875000 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -636465.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -636477.750000 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -636477.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -636486.125000 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -636486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -636491.250000 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -636491.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -636497.625000 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -636497.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -636503.437500 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -636503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -636510.437500 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -636510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -636520.312500 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -636520.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -636528.000000 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -636528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -636534.312500 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -636534.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -636539.250000 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -636539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -636541.062500 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -636541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -636542.437500 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -636542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -636544.125000 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -636544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -636545.125000 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -636545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -636547.437500 Penalty: 4229.168457
	Iteration 39Q: 3 clusters Score -636547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -636552.687500 Penalty: 4229.168457
	Iteration 40F: 3 clusters Score -636552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -636553.625000 Penalty: 4229.168457
	Iteration 41Q: 3 clusters Score -636553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -636555.750000 Penalty: 4229.168457
	Iteration 42Q: 3 clusters Score -636555.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -636556.312500 Penalty: 4229.168457
	Iteration 43Q: 3 clusters Score -636556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -636555.062500 Penalty: 4229.168457
	Iteration 44Q: 3 clusters Score -636555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -636556.375000 Penalty: 4229.168457
	Iteration 45Q: 3 clusters Score -636556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -636555.500000 Penalty: 4229.168457
	Iteration 46Q: 3 clusters Score -636555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -636557.125000 Penalty: 4229.168457
	Iteration 47Q: 3 clusters Score -636557.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -636556.562500 Penalty: 4229.168457
	Iteration 48Q: 3 clusters Score -636556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -636556.125000 Penalty: 4229.168457
	Iteration 49Q: 3 clusters Score -636556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -636557.562500 Penalty: 4229.168457
	Iteration 50Q: 3 clusters Score -636557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -636560.375000 Penalty: 4229.168457
	Iteration 51Q: 3 clusters Score -636560.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -636563.625000 Penalty: 4229.168457
	Iteration 52Q: 3 clusters Score -636563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -636565.375000 Penalty: 4229.168457
	Iteration 53Q: 3 clusters Score -636565.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -636570.375000 Penalty: 4229.168457
	Iteration 54Q: 3 clusters Score -636570.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -636572.750000 Penalty: 4229.168457
	Iteration 55Q: 3 clusters Score -636572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -636577.687500 Penalty: 4229.168457
	Iteration 56Q: 3 clusters Score -636577.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -636581.562500 Penalty: 4229.168457
	Iteration 57Q: 3 clusters Score -636581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -636597.500000 Penalty: 4229.168457
	Iteration 58Q: 3 clusters Score -636597.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -636600.812500 Penalty: 4229.168457
	Iteration 59Q: 3 clusters Score -636600.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -636601.750000 Penalty: 4229.168457
	Iteration 60F: 3 clusters Score -636601.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -636603.687500 Penalty: 4229.168457
	Iteration 61Q: 3 clusters Score -636603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -636605.125000 Penalty: 4229.168457
	Iteration 62Q: 3 clusters Score -636605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -636607.187500 Penalty: 4229.168457
	Iteration 63Q: 3 clusters Score -636607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -636608.687500 Penalty: 4229.168457
	Iteration 64Q: 3 clusters Score -636608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -636609.125000 Penalty: 4229.168457
	Iteration 65Q: 3 clusters Score -636609.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -636613.875000 Penalty: 4229.168457
	Iteration 66Q: 3 clusters Score -636613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -636616.000000 Penalty: 4229.168457
	Iteration 67Q: 3 clusters Score -636616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -636618.062500 Penalty: 4229.168457
	Iteration 68Q: 3 clusters Score -636618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -636618.625000 Penalty: 4229.168457
	Iteration 69Q: 3 clusters Score -636618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -636620.187500 Penalty: 4229.168457
	Iteration 70Q: 3 clusters Score -636620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -636620.187500 Penalty: 4229.168457
	Iteration 71Q: 3 clusters Score -636620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -636621.312500 Penalty: 4229.168457
	Iteration 72Q: 3 clusters Score -636621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -636622.125000 Penalty: 4229.168457
	Iteration 73Q: 3 clusters Score -636622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -636621.375000 Penalty: 4229.168457
	Iteration 74Q: 3 clusters Score -636621.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -636622.250000 Penalty: 4229.168457
	Iteration 75Q: 3 clusters Score -636622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -636624.250000 Penalty: 4229.168457
	Iteration 76Q: 3 clusters Score -636624.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -636624.125000 Penalty: 4229.168457
	Iteration 77Q: 3 clusters Score -636624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -636623.437500 Penalty: 4229.168457
	Iteration 78Q: 3 clusters Score -636623.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -636623.437500 Penalty: 4229.168457
	Iteration 79F: 3 clusters Score -636623.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79001 members 
Entering Unmasked Estep 
Score: -11789064.000000 Penalty: 2796.749512
	Iteration 0F: 2 clusters Score -1.178906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -11736140.000000 Penalty: 5593.499023
	Iteration 0F: 3 clusters Score -1.173614e+07 nChanged 36977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -11757282.000000 Penalty: 5593.499023
	Iteration 1F: 3 clusters Score -1.175728e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -11758348.000000 Penalty: 5593.499023
	Iteration 2Q: 3 clusters Score -1.175835e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -11759993.000000 Penalty: 5593.499023
	Iteration 3Q: 3 clusters Score -1.175999e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -11762438.000000 Penalty: 5593.499023
	Iteration 4F: 3 clusters Score -1.176244e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -11766157.000000 Penalty: 5593.499023
	Iteration 5F: 3 clusters Score -1.176616e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -11771470.000000 Penalty: 5593.499023
	Iteration 6F: 3 clusters Score -1.177147e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67572 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -11776970.000000 Penalty: 5593.499023
	Iteration 7F: 3 clusters Score -1.177697e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -11781546.000000 Penalty: 5593.499023
	Iteration 8F: 3 clusters Score -1.178155e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -11784215.000000 Penalty: 5593.499023
	Iteration 9Q: 3 clusters Score -1.178422e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -11785542.000000 Penalty: 5593.499023
	Iteration 10Q: 3 clusters Score -1.178554e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77310 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11786254.000000 Penalty: 5593.499023
	Iteration 11Q: 3 clusters Score -1.178625e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11786539.000000 Penalty: 5593.499023
	Iteration 12Q: 3 clusters Score -1.178654e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11786683.000000 Penalty: 5593.499023
	Iteration 13Q: 3 clusters Score -1.178668e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11786841.000000 Penalty: 5593.499023
	Iteration 14Q: 3 clusters Score -1.178684e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78082 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11786926.000000 Penalty: 5593.499023
	Iteration 15Q: 3 clusters Score -1.178693e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11786989.000000 Penalty: 5593.499023
	Iteration 16Q: 3 clusters Score -1.178699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11787028.000000 Penalty: 5593.499023
	Iteration 17Q: 3 clusters Score -1.178703e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11787062.000000 Penalty: 5593.499023
	Iteration 18Q: 3 clusters Score -1.178706e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11787096.000000 Penalty: 5593.499023
	Iteration 19Q: 3 clusters Score -1.17871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11787082.000000 Penalty: 5593.499023
	Iteration 20F: 3 clusters Score -1.178708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78269 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11787084.000000 Penalty: 5593.499023
	Iteration 21Q: 3 clusters Score -1.178708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11787092.000000 Penalty: 5593.499023
	Iteration 22Q: 3 clusters Score -1.178709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11787086.000000 Penalty: 5593.499023
	Iteration 23Q: 3 clusters Score -1.178709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11787085.000000 Penalty: 5593.499023
	Iteration 24Q: 3 clusters Score -1.178708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11787091.000000 Penalty: 5593.499023
	Iteration 25Q: 3 clusters Score -1.178709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11787082.000000 Penalty: 5593.499023
	Iteration 26Q: 3 clusters Score -1.178708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78284 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11787094.000000 Penalty: 5593.499023
	Iteration 27Q: 3 clusters Score -1.178709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78288 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11787097.000000 Penalty: 5593.499023
	Iteration 28Q: 3 clusters Score -1.17871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11787098.000000 Penalty: 5593.499023
	Iteration 29Q: 3 clusters Score -1.17871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11787100.000000 Penalty: 5593.499023
	Iteration 30Q: 3 clusters Score -1.17871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11787108.000000 Penalty: 5593.499023
	Iteration 31Q: 3 clusters Score -1.178711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11787113.000000 Penalty: 5593.499023
	Iteration 32Q: 3 clusters Score -1.178711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11787109.000000 Penalty: 5593.499023
	Iteration 33Q: 3 clusters Score -1.178711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11787109.000000 Penalty: 5593.499023
	Iteration 34F: 3 clusters Score -1.178711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Entering Unmasked Estep 
Score: -1279304.250000 Penalty: 2250.736572
	Iteration 0F: 2 clusters Score -1279304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1272363.625000 Penalty: 4501.473145
	Iteration 0F: 3 clusters Score -1272364 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1274366.750000 Penalty: 4501.473145
	Iteration 1F: 3 clusters Score -1274367 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1274710.625000 Penalty: 4501.473145
	Iteration 2F: 3 clusters Score -1274711 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1274980.875000 Penalty: 4501.473145
	Iteration 3F: 3 clusters Score -1274981 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1275229.750000 Penalty: 4501.473145
	Iteration 4Q: 3 clusters Score -1275230 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1275505.375000 Penalty: 4501.473145
	Iteration 5Q: 3 clusters Score -1275505 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1275891.500000 Penalty: 4501.473145
	Iteration 6Q: 3 clusters Score -1275892 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1276276.625000 Penalty: 4501.473145
	Iteration 7F: 3 clusters Score -1276277 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1276582.875000 Penalty: 4501.473145
	Iteration 8F: 3 clusters Score -1276583 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1276859.000000 Penalty: 4501.473145
	Iteration 9Q: 3 clusters Score -1276859 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1277169.500000 Penalty: 4501.473145
	Iteration 10Q: 3 clusters Score -1277170 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1277557.500000 Penalty: 4501.473145
	Iteration 11Q: 3 clusters Score -1277558 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1277978.625000 Penalty: 4501.473145
	Iteration 12Q: 3 clusters Score -1277979 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1278497.625000 Penalty: 4501.473145
	Iteration 13Q: 3 clusters Score -1278498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1279001.000000 Penalty: 4501.473145
	Iteration 14Q: 3 clusters Score -1279001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1279407.875000 Penalty: 4501.473145
	Iteration 15Q: 3 clusters Score -1279408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1279610.625000 Penalty: 4501.473145
	Iteration 16Q: 3 clusters Score -1279611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1279756.750000 Penalty: 4501.473145
	Iteration 17Q: 3 clusters Score -1279757 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1279888.875000 Penalty: 4501.473145
	Iteration 18Q: 3 clusters Score -1279889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1280011.375000 Penalty: 4501.473145
	Iteration 19Q: 3 clusters Score -1280011 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1280138.250000 Penalty: 4501.473145
	Iteration 20F: 3 clusters Score -1280138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1280281.000000 Penalty: 4501.473145
	Iteration 21Q: 3 clusters Score -1280281 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1280398.125000 Penalty: 4501.473145
	Iteration 22Q: 3 clusters Score -1280398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1280477.125000 Penalty: 4501.473145
	Iteration 23Q: 3 clusters Score -1280477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1280507.125000 Penalty: 4501.473145
	Iteration 24Q: 3 clusters Score -1280507 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1280518.000000 Penalty: 4501.473145
	Iteration 25Q: 3 clusters Score -1280518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1280519.750000 Penalty: 4501.473145
	Iteration 26Q: 3 clusters Score -1280520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1280524.500000 Penalty: 4501.473145
	Iteration 27Q: 3 clusters Score -1280524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1280526.750000 Penalty: 4501.473145
	Iteration 28Q: 3 clusters Score -1280527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1280528.750000 Penalty: 4501.473145
	Iteration 29Q: 3 clusters Score -1280529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1280529.500000 Penalty: 4501.473145
	Iteration 30Q: 3 clusters Score -1280530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1280528.625000 Penalty: 4501.473145
	Iteration 31Q: 3 clusters Score -1280529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1280527.625000 Penalty: 4501.473145
	Iteration 32Q: 3 clusters Score -1280528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1280529.125000 Penalty: 4501.473145
	Iteration 33Q: 3 clusters Score -1280529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1280528.625000 Penalty: 4501.473145
	Iteration 34Q: 3 clusters Score -1280529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1280531.250000 Penalty: 4501.473145
	Iteration 35Q: 3 clusters Score -1280531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1280531.250000 Penalty: 4501.473145
	Iteration 36F: 3 clusters Score -1280531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 3396 members 
Entering Unmasked Estep 
Score: -115045568.000000 Penalty: 151731.828125
Splitting cluster 25 changes total score from -115045024.000000 to -115045568.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 26 (5168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Entering Unmasked Estep 
Score: -771338.875000 Penalty: 2120.459961
	Iteration 0F: 2 clusters Score -771338.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -766722.625000 Penalty: 4240.919922
	Iteration 0F: 3 clusters Score -766722.6 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -767800.375000 Penalty: 4240.919922
	Iteration 1F: 3 clusters Score -767800.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -767999.562500 Penalty: 4240.919922
	Iteration 2F: 3 clusters Score -767999.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -768134.687500 Penalty: 4240.919922
	Iteration 3F: 3 clusters Score -768134.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -768229.625000 Penalty: 4240.919922
	Iteration 4Q: 3 clusters Score -768229.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -768298.437500 Penalty: 4240.919922
	Iteration 5Q: 3 clusters Score -768298.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -768370.625000 Penalty: 4240.919922
	Iteration 6Q: 3 clusters Score -768370.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -768438.625000 Penalty: 4240.919922
	Iteration 7Q: 3 clusters Score -768438.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -768514.625000 Penalty: 4240.919922
	Iteration 8Q: 3 clusters Score -768514.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -768614.812500 Penalty: 4240.919922
	Iteration 9Q: 3 clusters Score -768614.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -768772.000000 Penalty: 4240.919922
	Iteration 10Q: 3 clusters Score -768772 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -768975.437500 Penalty: 4240.919922
	Iteration 11Q: 3 clusters Score -768975.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -769223.812500 Penalty: 4240.919922
	Iteration 12Q: 3 clusters Score -769223.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -769542.125000 Penalty: 4240.919922
	Iteration 13Q: 3 clusters Score -769542.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -769853.687500 Penalty: 4240.919922
	Iteration 14Q: 3 clusters Score -769853.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -770066.500000 Penalty: 4240.919922
	Iteration 15Q: 3 clusters Score -770066.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -770205.250000 Penalty: 4240.919922
	Iteration 16Q: 3 clusters Score -770205.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -770281.875000 Penalty: 4240.919922
	Iteration 17Q: 3 clusters Score -770281.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -770327.312500 Penalty: 4240.919922
	Iteration 18Q: 3 clusters Score -770327.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -770353.437500 Penalty: 4240.919922
	Iteration 19Q: 3 clusters Score -770353.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -770377.312500 Penalty: 4240.919922
	Iteration 20F: 3 clusters Score -770377.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -770398.062500 Penalty: 4240.919922
	Iteration 21Q: 3 clusters Score -770398.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -770423.062500 Penalty: 4240.919922
	Iteration 22Q: 3 clusters Score -770423.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -770448.312500 Penalty: 4240.919922
	Iteration 23Q: 3 clusters Score -770448.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -770465.625000 Penalty: 4240.919922
	Iteration 24Q: 3 clusters Score -770465.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -770478.750000 Penalty: 4240.919922
	Iteration 25Q: 3 clusters Score -770478.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -770492.875000 Penalty: 4240.919922
	Iteration 26Q: 3 clusters Score -770492.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -770501.375000 Penalty: 4240.919922
	Iteration 27Q: 3 clusters Score -770501.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -770504.750000 Penalty: 4240.919922
	Iteration 28Q: 3 clusters Score -770504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -770507.687500 Penalty: 4240.919922
	Iteration 29Q: 3 clusters Score -770507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -770509.250000 Penalty: 4240.919922
	Iteration 30Q: 3 clusters Score -770509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -770509.437500 Penalty: 4240.919922
	Iteration 31Q: 3 clusters Score -770509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -770510.750000 Penalty: 4240.919922
	Iteration 32Q: 3 clusters Score -770510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -770510.750000 Penalty: 4240.919922
	Iteration 33F: 3 clusters Score -770510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2543277.000000 Penalty: 2416.444824
	Iteration 0F: 2 clusters Score -2543277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2531052.250000 Penalty: 4832.889648
	Iteration 0F: 3 clusters Score -2531052 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2535207.000000 Penalty: 4832.889648
	Iteration 1F: 3 clusters Score -2535207 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2535702.750000 Penalty: 4832.889648
	Iteration 2F: 3 clusters Score -2535703 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2536135.250000 Penalty: 4832.889648
	Iteration 3F: 3 clusters Score -2536135 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2536579.500000 Penalty: 4832.889648
	Iteration 4F: 3 clusters Score -2536580 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2536990.500000 Penalty: 4832.889648
	Iteration 5F: 3 clusters Score -2536990 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2537386.250000 Penalty: 4832.889648
	Iteration 6Q: 3 clusters Score -2537386 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2537785.750000 Penalty: 4832.889648
	Iteration 7Q: 3 clusters Score -2537786 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2538184.750000 Penalty: 4832.889648
	Iteration 8Q: 3 clusters Score -2538185 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2538532.250000 Penalty: 4832.889648
	Iteration 9Q: 3 clusters Score -2538532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2538836.500000 Penalty: 4832.889648
	Iteration 10Q: 3 clusters Score -2538836 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2539067.250000 Penalty: 4832.889648
	Iteration 11Q: 3 clusters Score -2539067 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2539275.000000 Penalty: 4832.889648
	Iteration 12Q: 3 clusters Score -2539275 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2539485.000000 Penalty: 4832.889648
	Iteration 13Q: 3 clusters Score -2539485 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2539648.500000 Penalty: 4832.889648
	Iteration 14Q: 3 clusters Score -2539648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2539817.750000 Penalty: 4832.889648
	Iteration 15Q: 3 clusters Score -2539818 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2539970.500000 Penalty: 4832.889648
	Iteration 16Q: 3 clusters Score -2539970 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2540114.500000 Penalty: 4832.889648
	Iteration 17Q: 3 clusters Score -2540114 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2540258.250000 Penalty: 4832.889648
	Iteration 18Q: 3 clusters Score -2540258 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2540412.750000 Penalty: 4832.889648
	Iteration 19Q: 3 clusters Score -2540413 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2540527.750000 Penalty: 4832.889648
	Iteration 20F: 3 clusters Score -2540528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2540637.250000 Penalty: 4832.889648
	Iteration 21Q: 3 clusters Score -2540637 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2540724.500000 Penalty: 4832.889648
	Iteration 22Q: 3 clusters Score -2540724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2540801.250000 Penalty: 4832.889648
	Iteration 23Q: 3 clusters Score -2540801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2540873.250000 Penalty: 4832.889648
	Iteration 24Q: 3 clusters Score -2540873 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2540930.500000 Penalty: 4832.889648
	Iteration 25Q: 3 clusters Score -2540930 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2540994.750000 Penalty: 4832.889648
	Iteration 26Q: 3 clusters Score -2540995 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2541033.750000 Penalty: 4832.889648
	Iteration 27Q: 3 clusters Score -2541034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2541065.000000 Penalty: 4832.889648
	Iteration 28Q: 3 clusters Score -2541065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2541087.500000 Penalty: 4832.889648
	Iteration 29Q: 3 clusters Score -2541088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2541119.250000 Penalty: 4832.889648
	Iteration 30Q: 3 clusters Score -2541119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2541138.750000 Penalty: 4832.889648
	Iteration 31Q: 3 clusters Score -2541139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2541150.500000 Penalty: 4832.889648
	Iteration 32Q: 3 clusters Score -2541150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2541158.000000 Penalty: 4832.889648
	Iteration 33Q: 3 clusters Score -2541158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2541167.750000 Penalty: 4832.889648
	Iteration 34Q: 3 clusters Score -2541168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2541181.500000 Penalty: 4832.889648
	Iteration 35Q: 3 clusters Score -2541182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2541181.750000 Penalty: 4832.889648
	Iteration 36Q: 3 clusters Score -2541182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2541185.250000 Penalty: 4832.889648
	Iteration 37Q: 3 clusters Score -2541185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2541203.500000 Penalty: 4832.889648
	Iteration 38Q: 3 clusters Score -2541204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2541212.250000 Penalty: 4832.889648
	Iteration 39Q: 3 clusters Score -2541212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2541214.750000 Penalty: 4832.889648
	Iteration 40F: 3 clusters Score -2541215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2541214.500000 Penalty: 4832.889648
	Iteration 41Q: 3 clusters Score -2541214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2541217.750000 Penalty: 4832.889648
	Iteration 42Q: 3 clusters Score -2541218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2541216.000000 Penalty: 4832.889648
	Iteration 43Q: 3 clusters Score -2541216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2541220.250000 Penalty: 4832.889648
	Iteration 44Q: 3 clusters Score -2541220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2541217.750000 Penalty: 4832.889648
	Iteration 45Q: 3 clusters Score -2541218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2541222.750000 Penalty: 4832.889648
	Iteration 46Q: 3 clusters Score -2541223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2541222.750000 Penalty: 4832.889648
	Iteration 47F: 3 clusters Score -2541223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Entering Unmasked Estep 
Score: -1203982.875000 Penalty: 2245.922607
	Iteration 0F: 2 clusters Score -1203983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1197247.875000 Penalty: 4491.845215
	Iteration 0F: 3 clusters Score -1197248 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1199224.000000 Penalty: 4491.845215
	Iteration 1F: 3 clusters Score -1199224 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1199674.125000 Penalty: 4491.845215
	Iteration 2F: 3 clusters Score -1199674 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1200185.125000 Penalty: 4491.845215
	Iteration 3F: 3 clusters Score -1200185 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1200721.000000 Penalty: 4491.845215
	Iteration 4F: 3 clusters Score -1200721 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1201183.500000 Penalty: 4491.845215
	Iteration 5F: 3 clusters Score -1201184 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1201512.000000 Penalty: 4491.845215
	Iteration 6F: 3 clusters Score -1201512 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1201781.000000 Penalty: 4491.845215
	Iteration 7Q: 3 clusters Score -1201781 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1202015.625000 Penalty: 4491.845215
	Iteration 8Q: 3 clusters Score -1202016 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1202201.875000 Penalty: 4491.845215
	Iteration 9Q: 3 clusters Score -1202202 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1202351.125000 Penalty: 4491.845215
	Iteration 10Q: 3 clusters Score -1202351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1202455.000000 Penalty: 4491.845215
	Iteration 11Q: 3 clusters Score -1202455 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1202539.750000 Penalty: 4491.845215
	Iteration 12Q: 3 clusters Score -1202540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1202617.625000 Penalty: 4491.845215
	Iteration 13Q: 3 clusters Score -1202618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1202668.000000 Penalty: 4491.845215
	Iteration 14Q: 3 clusters Score -1202668 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1202705.875000 Penalty: 4491.845215
	Iteration 15Q: 3 clusters Score -1202706 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1202738.750000 Penalty: 4491.845215
	Iteration 16Q: 3 clusters Score -1202739 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1202770.875000 Penalty: 4491.845215
	Iteration 17Q: 3 clusters Score -1202771 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1202793.750000 Penalty: 4491.845215
	Iteration 18Q: 3 clusters Score -1202794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1202824.375000 Penalty: 4491.845215
	Iteration 19Q: 3 clusters Score -1202824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1202848.625000 Penalty: 4491.845215
	Iteration 20F: 3 clusters Score -1202849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1202874.375000 Penalty: 4491.845215
	Iteration 21Q: 3 clusters Score -1202874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1202904.875000 Penalty: 4491.845215
	Iteration 22Q: 3 clusters Score -1202905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1202940.000000 Penalty: 4491.845215
	Iteration 23Q: 3 clusters Score -1202940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1202980.750000 Penalty: 4491.845215
	Iteration 24Q: 3 clusters Score -1202981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1203029.875000 Penalty: 4491.845215
	Iteration 25Q: 3 clusters Score -1203030 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1203101.750000 Penalty: 4491.845215
	Iteration 26Q: 3 clusters Score -1203102 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1203187.875000 Penalty: 4491.845215
	Iteration 27Q: 3 clusters Score -1203188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1203292.000000 Penalty: 4491.845215
	Iteration 28Q: 3 clusters Score -1203292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1203365.125000 Penalty: 4491.845215
	Iteration 29Q: 3 clusters Score -1203365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1203411.625000 Penalty: 4491.845215
	Iteration 30Q: 3 clusters Score -1203412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1203434.750000 Penalty: 4491.845215
	Iteration 31Q: 3 clusters Score -1203435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1203449.375000 Penalty: 4491.845215
	Iteration 32Q: 3 clusters Score -1203449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1203466.875000 Penalty: 4491.845215
	Iteration 33Q: 3 clusters Score -1203467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1203474.875000 Penalty: 4491.845215
	Iteration 34Q: 3 clusters Score -1203475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1203484.125000 Penalty: 4491.845215
	Iteration 35Q: 3 clusters Score -1203484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1203490.500000 Penalty: 4491.845215
	Iteration 36Q: 3 clusters Score -1203490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1203496.000000 Penalty: 4491.845215
	Iteration 37Q: 3 clusters Score -1203496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1203496.125000 Penalty: 4491.845215
	Iteration 38Q: 3 clusters Score -1203496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1203494.375000 Penalty: 4491.845215
	Iteration 39Q: 3 clusters Score -1203494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1203494.375000 Penalty: 4491.845215
	Iteration 40F: 3 clusters Score -1203494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1203496.750000 Penalty: 4491.845215
	Iteration 41Q: 3 clusters Score -1203497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1203498.500000 Penalty: 4491.845215
	Iteration 42Q: 3 clusters Score -1203498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1203499.000000 Penalty: 4491.845215
	Iteration 43Q: 3 clusters Score -1203499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1203499.000000 Penalty: 4491.845215
	Iteration 44Q: 3 clusters Score -1203499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1203501.750000 Penalty: 4491.845215
	Iteration 45Q: 3 clusters Score -1203502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1203502.625000 Penalty: 4491.845215
	Iteration 46Q: 3 clusters Score -1203503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1203502.625000 Penalty: 4491.845215
	Iteration 47F: 3 clusters Score -1203503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -29369.505859 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -29369.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28231.212891 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -28231.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28293.679688 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -28293.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28314.146484 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -28314.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -28329.714844 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -28329.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -28329.714844 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -28329.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (65392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Entering Unmasked Estep 
Score: -9789676.000000 Penalty: 2749.862305
	Iteration 0F: 2 clusters Score -9789676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -9745857.000000 Penalty: 5499.724609
	Iteration 0F: 3 clusters Score -9745857 nChanged 30333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -9763127.000000 Penalty: 5499.724609
	Iteration 1F: 3 clusters Score -9763127 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -9764248.000000 Penalty: 5499.724609
	Iteration 2Q: 3 clusters Score -9764248 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9765831.000000 Penalty: 5499.724609
	Iteration 3F: 3 clusters Score -9765831 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -9767944.000000 Penalty: 5499.724609
	Iteration 4F: 3 clusters Score -9767944 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -9770584.000000 Penalty: 5499.724609
	Iteration 5F: 3 clusters Score -9770584 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -9773428.000000 Penalty: 5499.724609
	Iteration 6F: 3 clusters Score -9773428 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -9776526.000000 Penalty: 5499.724609
	Iteration 7F: 3 clusters Score -9776526 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9779795.000000 Penalty: 5499.724609
	Iteration 8F: 3 clusters Score -9779795 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -9782361.000000 Penalty: 5499.724609
	Iteration 9Q: 3 clusters Score -9782361 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -9783706.000000 Penalty: 5499.724609
	Iteration 10Q: 3 clusters Score -9783706 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -9784425.000000 Penalty: 5499.724609
	Iteration 11Q: 3 clusters Score -9784425 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -9784881.000000 Penalty: 5499.724609
	Iteration 12Q: 3 clusters Score -9784881 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -9785164.000000 Penalty: 5499.724609
	Iteration 13Q: 3 clusters Score -9785164 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -9785392.000000 Penalty: 5499.724609
	Iteration 14Q: 3 clusters Score -9785392 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 57086 members 
Entering Unmasked Estep 
Score: -9785672.000000 Penalty: 5499.724609
	Iteration 15Q: 3 clusters Score -9785672 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -9785916.000000 Penalty: 5499.724609
	Iteration 16Q: 3 clusters Score -9785916 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -9786109.000000 Penalty: 5499.724609
	Iteration 17Q: 3 clusters Score -9786109 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -9786274.000000 Penalty: 5499.724609
	Iteration 18Q: 3 clusters Score -9786274 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -9786424.000000 Penalty: 5499.724609
	Iteration 19Q: 3 clusters Score -9786424 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -9786652.000000 Penalty: 5499.724609
	Iteration 20F: 3 clusters Score -9786652 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -9786828.000000 Penalty: 5499.724609
	Iteration 21Q: 3 clusters Score -9786828 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -9786974.000000 Penalty: 5499.724609
	Iteration 22Q: 3 clusters Score -9786974 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -9787113.000000 Penalty: 5499.724609
	Iteration 23Q: 3 clusters Score -9787113 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -9787228.000000 Penalty: 5499.724609
	Iteration 24Q: 3 clusters Score -9787228 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -9787303.000000 Penalty: 5499.724609
	Iteration 25Q: 3 clusters Score -9787303 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -9787386.000000 Penalty: 5499.724609
	Iteration 26Q: 3 clusters Score -9787386 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -9787472.000000 Penalty: 5499.724609
	Iteration 27Q: 3 clusters Score -9787472 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -9787542.000000 Penalty: 5499.724609
	Iteration 28Q: 3 clusters Score -9787542 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -9787586.000000 Penalty: 5499.724609
	Iteration 29Q: 3 clusters Score -9787586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -9787618.000000 Penalty: 5499.724609
	Iteration 30Q: 3 clusters Score -9787618 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -9787636.000000 Penalty: 5499.724609
	Iteration 31Q: 3 clusters Score -9787636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -9787653.000000 Penalty: 5499.724609
	Iteration 32Q: 3 clusters Score -9787653 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -9787684.000000 Penalty: 5499.724609
	Iteration 33Q: 3 clusters Score -9787684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -9787696.000000 Penalty: 5499.724609
	Iteration 34Q: 3 clusters Score -9787696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -9787722.000000 Penalty: 5499.724609
	Iteration 35Q: 3 clusters Score -9787722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -9787749.000000 Penalty: 5499.724609
	Iteration 36Q: 3 clusters Score -9787749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -9787738.000000 Penalty: 5499.724609
	Iteration 37Q: 3 clusters Score -9787738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -9787753.000000 Penalty: 5499.724609
	Iteration 38Q: 3 clusters Score -9787753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -9787744.000000 Penalty: 5499.724609
	Iteration 39Q: 3 clusters Score -9787744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -9787775.000000 Penalty: 5499.724609
	Iteration 40F: 3 clusters Score -9787775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -9787756.000000 Penalty: 5499.724609
	Iteration 41Q: 3 clusters Score -9787756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -9787753.000000 Penalty: 5499.724609
	Iteration 42Q: 3 clusters Score -9787753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -9787765.000000 Penalty: 5499.724609
	Iteration 43Q: 3 clusters Score -9787765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 63269 members 
Entering Unmasked Estep 
Score: -9787765.000000 Penalty: 5499.724609
	Iteration 44Q: 3 clusters Score -9787765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 63293 members 
Entering Unmasked Estep 
Score: -9787775.000000 Penalty: 5499.724609
	Iteration 45Q: 3 clusters Score -9787775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -9787787.000000 Penalty: 5499.724609
	Iteration 46Q: 3 clusters Score -9787787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 63352 members 
Entering Unmasked Estep 
Score: -9787798.000000 Penalty: 5499.724609
	Iteration 47Q: 3 clusters Score -9787798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -9787794.000000 Penalty: 5499.724609
	Iteration 48Q: 3 clusters Score -9787794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -9787802.000000 Penalty: 5499.724609
	Iteration 49Q: 3 clusters Score -9787802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -9787815.000000 Penalty: 5499.724609
	Iteration 50Q: 3 clusters Score -9787815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -9787811.000000 Penalty: 5499.724609
	Iteration 51Q: 3 clusters Score -9787811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -9787815.000000 Penalty: 5499.724609
	Iteration 52Q: 3 clusters Score -9787815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -9787840.000000 Penalty: 5499.724609
	Iteration 53Q: 3 clusters Score -9787840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -9787844.000000 Penalty: 5499.724609
	Iteration 54Q: 3 clusters Score -9787844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9787842.000000 Penalty: 5499.724609
	Iteration 55Q: 3 clusters Score -9787842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -9787845.000000 Penalty: 5499.724609
	Iteration 56Q: 3 clusters Score -9787845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -9787846.000000 Penalty: 5499.724609
	Iteration 57Q: 3 clusters Score -9787846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 63567 members 
Entering Unmasked Estep 
Score: -9787833.000000 Penalty: 5499.724609
	Iteration 58Q: 3 clusters Score -9787833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -9787824.000000 Penalty: 5499.724609
	Iteration 59Q: 3 clusters Score -9787824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -9787816.000000 Penalty: 5499.724609
	Iteration 60F: 3 clusters Score -9787816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 63598 members 
Entering Unmasked Estep 
Score: -9787813.000000 Penalty: 5499.724609
	Iteration 61Q: 3 clusters Score -9787813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -9787828.000000 Penalty: 5499.724609
	Iteration 62Q: 3 clusters Score -9787828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -9787831.000000 Penalty: 5499.724609
	Iteration 63Q: 3 clusters Score -9787831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -9787832.000000 Penalty: 5499.724609
	Iteration 64Q: 3 clusters Score -9787832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -9787838.000000 Penalty: 5499.724609
	Iteration 65Q: 3 clusters Score -9787838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 63632 members 
Entering Unmasked Estep 
Score: -9787846.000000 Penalty: 5499.724609
	Iteration 66Q: 3 clusters Score -9787846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
Score: -9787853.000000 Penalty: 5499.724609
	Iteration 67Q: 3 clusters Score -9787853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -9787845.000000 Penalty: 5499.724609
	Iteration 68Q: 3 clusters Score -9787845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -9787850.000000 Penalty: 5499.724609
	Iteration 69Q: 3 clusters Score -9787850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -9787857.000000 Penalty: 5499.724609
	Iteration 70Q: 3 clusters Score -9787857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -9787847.000000 Penalty: 5499.724609
	Iteration 71Q: 3 clusters Score -9787847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -9787845.000000 Penalty: 5499.724609
	Iteration 72Q: 3 clusters Score -9787845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -9787837.000000 Penalty: 5499.724609
	Iteration 73Q: 3 clusters Score -9787837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -9787852.000000 Penalty: 5499.724609
	Iteration 74Q: 3 clusters Score -9787852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -9787860.000000 Penalty: 5499.724609
	Iteration 75Q: 3 clusters Score -9787860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -9787859.000000 Penalty: 5499.724609
	Iteration 76Q: 3 clusters Score -9787859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -9787872.000000 Penalty: 5499.724609
	Iteration 77Q: 3 clusters Score -9787872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 63750 members 
Entering Unmasked Estep 
Score: -9787866.000000 Penalty: 5499.724609
	Iteration 78Q: 3 clusters Score -9787866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -9787878.000000 Penalty: 5499.724609
	Iteration 79Q: 3 clusters Score -9787878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -9787885.000000 Penalty: 5499.724609
	Iteration 80F: 3 clusters Score -9787885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -9787887.000000 Penalty: 5499.724609
	Iteration 81Q: 3 clusters Score -9787887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -9787872.000000 Penalty: 5499.724609
	Iteration 82Q: 3 clusters Score -9787872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -9787872.000000 Penalty: 5499.724609
	Iteration 83Q: 3 clusters Score -9787872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -9787872.000000 Penalty: 5499.724609
	Iteration 84F: 3 clusters Score -9787872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Entering Unmasked Estep 
Score: -2104126.000000 Penalty: 2371.476318
	Iteration 0F: 2 clusters Score -2104126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2093690.750000 Penalty: 4742.952637
	Iteration 0F: 3 clusters Score -2093691 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2096952.375000 Penalty: 4742.952637
	Iteration 1F: 3 clusters Score -2096952 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2097371.500000 Penalty: 4742.952637
	Iteration 2F: 3 clusters Score -2097372 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2097705.250000 Penalty: 4742.952637
	Iteration 3F: 3 clusters Score -2097705 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2098033.750000 Penalty: 4742.952637
	Iteration 4Q: 3 clusters Score -2098034 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2098401.250000 Penalty: 4742.952637
	Iteration 5Q: 3 clusters Score -2098401 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2098822.250000 Penalty: 4742.952637
	Iteration 6F: 3 clusters Score -2098822 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2099290.250000 Penalty: 4742.952637
	Iteration 7F: 3 clusters Score -2099290 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2099774.750000 Penalty: 4742.952637
	Iteration 8F: 3 clusters Score -2099775 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2100290.750000 Penalty: 4742.952637
	Iteration 9F: 3 clusters Score -2100291 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2100775.750000 Penalty: 4742.952637
	Iteration 10Q: 3 clusters Score -2100776 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2101163.250000 Penalty: 4742.952637
	Iteration 11Q: 3 clusters Score -2101163 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2101464.250000 Penalty: 4742.952637
	Iteration 12Q: 3 clusters Score -2101464 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2101695.750000 Penalty: 4742.952637
	Iteration 13Q: 3 clusters Score -2101696 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2101895.250000 Penalty: 4742.952637
	Iteration 14Q: 3 clusters Score -2101895 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2101995.250000 Penalty: 4742.952637
	Iteration 15Q: 3 clusters Score -2101995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2102063.750000 Penalty: 4742.952637
	Iteration 16Q: 3 clusters Score -2102064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2102108.000000 Penalty: 4742.952637
	Iteration 17Q: 3 clusters Score -2102108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2102132.750000 Penalty: 4742.952637
	Iteration 18Q: 3 clusters Score -2102133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2102151.750000 Penalty: 4742.952637
	Iteration 19Q: 3 clusters Score -2102152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2102159.250000 Penalty: 4742.952637
	Iteration 20F: 3 clusters Score -2102159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2102164.250000 Penalty: 4742.952637
	Iteration 21Q: 3 clusters Score -2102164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2102165.250000 Penalty: 4742.952637
	Iteration 22Q: 3 clusters Score -2102165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2102164.750000 Penalty: 4742.952637
	Iteration 23Q: 3 clusters Score -2102165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2102166.750000 Penalty: 4742.952637
	Iteration 24Q: 3 clusters Score -2102167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2102166.750000 Penalty: 4742.952637
	Iteration 25F: 3 clusters Score -2102167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -409492.718750 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -409492.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -406322.406250 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -406322.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -407344.843750 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -407344.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -408029.906250 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -408029.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -408570.656250 Penalty: 3966.840820
	Iteration 3F: 3 clusters Score -408570.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -408950.687500 Penalty: 3966.840820
	Iteration 4F: 3 clusters Score -408950.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -409210.437500 Penalty: 3966.840820
	Iteration 5F: 3 clusters Score -409210.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -409402.281250 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -409402.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -409551.312500 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -409551.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -409651.468750 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -409651.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -409684.562500 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -409684.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -409700.312500 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -409700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -409712.406250 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -409712.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -409718.062500 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -409718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -409723.875000 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -409723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -409724.750000 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -409724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -409724.406250 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -409724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -409732.593750 Penalty: 3966.840820
	Iteration 16F: 3 clusters Score -409732.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -409746.093750 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -409746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -409748.781250 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -409748.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -409749.156250 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -409749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -409749.125000 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -409749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 1112 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 3396 members 
Mstep: Class 46 contains 1862 members 
Entering Unmasked Estep 
Score: -115044584.000000 Penalty: 155103.640625
Splitting cluster 32 changes total score from -115045024.000000 to -115044584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (11449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Entering Unmasked Estep 
Score: -1581015.000000 Penalty: 2317.723145
	Iteration 0F: 2 clusters Score -1581015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1572508.625000 Penalty: 4635.446289
	Iteration 0F: 3 clusters Score -1572509 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1575415.375000 Penalty: 4635.446289
	Iteration 1F: 3 clusters Score -1575415 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1575985.250000 Penalty: 4635.446289
	Iteration 2F: 3 clusters Score -1575985 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1576654.625000 Penalty: 4635.446289
	Iteration 3F: 3 clusters Score -1576655 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1577358.000000 Penalty: 4635.446289
	Iteration 4F: 3 clusters Score -1577358 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1578183.125000 Penalty: 4635.446289
	Iteration 5F: 3 clusters Score -1578183 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1578947.250000 Penalty: 4635.446289
	Iteration 6F: 3 clusters Score -1578947 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1579562.750000 Penalty: 4635.446289
	Iteration 7F: 3 clusters Score -1579563 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1580010.500000 Penalty: 4635.446289
	Iteration 8Q: 3 clusters Score -1580010 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1580254.875000 Penalty: 4635.446289
	Iteration 9Q: 3 clusters Score -1580255 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1580394.125000 Penalty: 4635.446289
	Iteration 10Q: 3 clusters Score -1580394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1580501.250000 Penalty: 4635.446289
	Iteration 11Q: 3 clusters Score -1580501 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1580569.500000 Penalty: 4635.446289
	Iteration 12Q: 3 clusters Score -1580570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1580613.125000 Penalty: 4635.446289
	Iteration 13Q: 3 clusters Score -1580613 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1580636.625000 Penalty: 4635.446289
	Iteration 14Q: 3 clusters Score -1580637 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1580660.250000 Penalty: 4635.446289
	Iteration 15Q: 3 clusters Score -1580660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1580666.000000 Penalty: 4635.446289
	Iteration 16Q: 3 clusters Score -1580666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1580684.500000 Penalty: 4635.446289
	Iteration 17Q: 3 clusters Score -1580684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1580694.500000 Penalty: 4635.446289
	Iteration 18Q: 3 clusters Score -1580694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1580699.625000 Penalty: 4635.446289
	Iteration 19Q: 3 clusters Score -1580700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1580701.000000 Penalty: 4635.446289
	Iteration 20F: 3 clusters Score -1580701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1580701.750000 Penalty: 4635.446289
	Iteration 21Q: 3 clusters Score -1580702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1580702.750000 Penalty: 4635.446289
	Iteration 22Q: 3 clusters Score -1580703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1580703.875000 Penalty: 4635.446289
	Iteration 23Q: 3 clusters Score -1580704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1580703.500000 Penalty: 4635.446289
	Iteration 24Q: 3 clusters Score -1580704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1580704.125000 Penalty: 4635.446289
	Iteration 25Q: 3 clusters Score -1580704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1580706.750000 Penalty: 4635.446289
	Iteration 26Q: 3 clusters Score -1580707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1580707.875000 Penalty: 4635.446289
	Iteration 27Q: 3 clusters Score -1580708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1580707.250000 Penalty: 4635.446289
	Iteration 28Q: 3 clusters Score -1580707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1580708.500000 Penalty: 4635.446289
	Iteration 29Q: 3 clusters Score -1580708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1580711.250000 Penalty: 4635.446289
	Iteration 30Q: 3 clusters Score -1580711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1580713.375000 Penalty: 4635.446289
	Iteration 31Q: 3 clusters Score -1580713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1580712.125000 Penalty: 4635.446289
	Iteration 32Q: 3 clusters Score -1580712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1580710.750000 Penalty: 4635.446289
	Iteration 33Q: 3 clusters Score -1580711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1580711.625000 Penalty: 4635.446289
	Iteration 34Q: 3 clusters Score -1580712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1580713.625000 Penalty: 4635.446289
	Iteration 35Q: 3 clusters Score -1580714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1580713.625000 Penalty: 4635.446289
	Iteration 36F: 3 clusters Score -1580714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -581128.125000 Penalty: 2087.014893
	Iteration 0F: 2 clusters Score -581128.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -577057.937500 Penalty: 4174.029785
	Iteration 0F: 3 clusters Score -577057.9 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -578440.750000 Penalty: 4174.029785
	Iteration 1F: 3 clusters Score -578440.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -578899.562500 Penalty: 4174.029785
	Iteration 2F: 3 clusters Score -578899.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -579218.375000 Penalty: 4174.029785
	Iteration 3F: 3 clusters Score -579218.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -579440.125000 Penalty: 4174.029785
	Iteration 4F: 3 clusters Score -579440.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -579615.125000 Penalty: 4174.029785
	Iteration 5Q: 3 clusters Score -579615.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -579729.375000 Penalty: 4174.029785
	Iteration 6Q: 3 clusters Score -579729.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -579798.187500 Penalty: 4174.029785
	Iteration 7Q: 3 clusters Score -579798.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -579826.437500 Penalty: 4174.029785
	Iteration 8Q: 3 clusters Score -579826.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -579845.000000 Penalty: 4174.029785
	Iteration 9Q: 3 clusters Score -579845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -579861.562500 Penalty: 4174.029785
	Iteration 10Q: 3 clusters Score -579861.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -579875.812500 Penalty: 4174.029785
	Iteration 11Q: 3 clusters Score -579875.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -579886.375000 Penalty: 4174.029785
	Iteration 12Q: 3 clusters Score -579886.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -579895.812500 Penalty: 4174.029785
	Iteration 13Q: 3 clusters Score -579895.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -579917.437500 Penalty: 4174.029785
	Iteration 14Q: 3 clusters Score -579917.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -579930.562500 Penalty: 4174.029785
	Iteration 15Q: 3 clusters Score -579930.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -579940.500000 Penalty: 4174.029785
	Iteration 16Q: 3 clusters Score -579940.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -579946.875000 Penalty: 4174.029785
	Iteration 17Q: 3 clusters Score -579946.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -579957.812500 Penalty: 4174.029785
	Iteration 18Q: 3 clusters Score -579957.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -579972.125000 Penalty: 4174.029785
	Iteration 19Q: 3 clusters Score -579972.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -579983.437500 Penalty: 4174.029785
	Iteration 20F: 3 clusters Score -579983.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -579994.125000 Penalty: 4174.029785
	Iteration 21Q: 3 clusters Score -579994.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -580004.250000 Penalty: 4174.029785
	Iteration 22Q: 3 clusters Score -580004.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -580016.750000 Penalty: 4174.029785
	Iteration 23Q: 3 clusters Score -580016.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -580039.937500 Penalty: 4174.029785
	Iteration 24Q: 3 clusters Score -580039.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -580063.937500 Penalty: 4174.029785
	Iteration 25Q: 3 clusters Score -580063.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -580087.187500 Penalty: 4174.029785
	Iteration 26Q: 3 clusters Score -580087.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -580114.625000 Penalty: 4174.029785
	Iteration 27Q: 3 clusters Score -580114.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -580141.875000 Penalty: 4174.029785
	Iteration 28Q: 3 clusters Score -580141.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -580168.875000 Penalty: 4174.029785
	Iteration 29Q: 3 clusters Score -580168.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -580196.937500 Penalty: 4174.029785
	Iteration 30Q: 3 clusters Score -580196.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -580224.750000 Penalty: 4174.029785
	Iteration 31Q: 3 clusters Score -580224.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -580248.250000 Penalty: 4174.029785
	Iteration 32Q: 3 clusters Score -580248.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -580263.187500 Penalty: 4174.029785
	Iteration 33Q: 3 clusters Score -580263.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -580275.687500 Penalty: 4174.029785
	Iteration 34Q: 3 clusters Score -580275.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -580285.562500 Penalty: 4174.029785
	Iteration 35Q: 3 clusters Score -580285.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -580298.937500 Penalty: 4174.029785
	Iteration 36Q: 3 clusters Score -580298.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -580306.562500 Penalty: 4174.029785
	Iteration 37Q: 3 clusters Score -580306.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -580313.312500 Penalty: 4174.029785
	Iteration 38Q: 3 clusters Score -580313.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -580321.750000 Penalty: 4174.029785
	Iteration 39Q: 3 clusters Score -580321.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -580324.937500 Penalty: 4174.029785
	Iteration 40F: 3 clusters Score -580324.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -580331.687500 Penalty: 4174.029785
	Iteration 41Q: 3 clusters Score -580331.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -580335.312500 Penalty: 4174.029785
	Iteration 42Q: 3 clusters Score -580335.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -580343.250000 Penalty: 4174.029785
	Iteration 43Q: 3 clusters Score -580343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -580352.125000 Penalty: 4174.029785
	Iteration 44Q: 3 clusters Score -580352.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -580363.312500 Penalty: 4174.029785
	Iteration 45Q: 3 clusters Score -580363.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -580372.937500 Penalty: 4174.029785
	Iteration 46Q: 3 clusters Score -580372.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -580377.937500 Penalty: 4174.029785
	Iteration 47Q: 3 clusters Score -580377.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -580383.062500 Penalty: 4174.029785
	Iteration 48Q: 3 clusters Score -580383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -580386.187500 Penalty: 4174.029785
	Iteration 49Q: 3 clusters Score -580386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -580387.437500 Penalty: 4174.029785
	Iteration 50Q: 3 clusters Score -580387.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -580388.062500 Penalty: 4174.029785
	Iteration 51Q: 3 clusters Score -580388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -580390.187500 Penalty: 4174.029785
	Iteration 52Q: 3 clusters Score -580390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -580391.437500 Penalty: 4174.029785
	Iteration 53Q: 3 clusters Score -580391.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -580394.687500 Penalty: 4174.029785
	Iteration 54Q: 3 clusters Score -580394.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -580396.375000 Penalty: 4174.029785
	Iteration 55Q: 3 clusters Score -580396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -580401.812500 Penalty: 4174.029785
	Iteration 56Q: 3 clusters Score -580401.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -580402.812500 Penalty: 4174.029785
	Iteration 57Q: 3 clusters Score -580402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -580407.000000 Penalty: 4174.029785
	Iteration 58Q: 3 clusters Score -580407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -580413.750000 Penalty: 4174.029785
	Iteration 59Q: 3 clusters Score -580413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -580421.375000 Penalty: 4174.029785
	Iteration 60F: 3 clusters Score -580421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -580428.500000 Penalty: 4174.029785
	Iteration 61Q: 3 clusters Score -580428.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -580436.625000 Penalty: 4174.029785
	Iteration 62Q: 3 clusters Score -580436.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -580441.562500 Penalty: 4174.029785
	Iteration 63Q: 3 clusters Score -580441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -580447.875000 Penalty: 4174.029785
	Iteration 64Q: 3 clusters Score -580447.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -580453.062500 Penalty: 4174.029785
	Iteration 65Q: 3 clusters Score -580453.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -580460.312500 Penalty: 4174.029785
	Iteration 66Q: 3 clusters Score -580460.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -580468.250000 Penalty: 4174.029785
	Iteration 67Q: 3 clusters Score -580468.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -580474.937500 Penalty: 4174.029785
	Iteration 68Q: 3 clusters Score -580474.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -580479.187500 Penalty: 4174.029785
	Iteration 69Q: 3 clusters Score -580479.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -580482.500000 Penalty: 4174.029785
	Iteration 70Q: 3 clusters Score -580482.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -580483.437500 Penalty: 4174.029785
	Iteration 71Q: 3 clusters Score -580483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -580484.875000 Penalty: 4174.029785
	Iteration 72Q: 3 clusters Score -580484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -580484.937500 Penalty: 4174.029785
	Iteration 73Q: 3 clusters Score -580484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -580486.312500 Penalty: 4174.029785
	Iteration 74Q: 3 clusters Score -580486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -580487.000000 Penalty: 4174.029785
	Iteration 75Q: 3 clusters Score -580487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -580488.750000 Penalty: 4174.029785
	Iteration 76Q: 3 clusters Score -580488.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -580490.437500 Penalty: 4174.029785
	Iteration 77Q: 3 clusters Score -580490.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -580495.437500 Penalty: 4174.029785
	Iteration 78Q: 3 clusters Score -580495.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -580502.062500 Penalty: 4174.029785
	Iteration 79Q: 3 clusters Score -580502.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -580511.875000 Penalty: 4174.029785
	Iteration 80F: 3 clusters Score -580511.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -580518.437500 Penalty: 4174.029785
	Iteration 81Q: 3 clusters Score -580518.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -580524.312500 Penalty: 4174.029785
	Iteration 82Q: 3 clusters Score -580524.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -580528.625000 Penalty: 4174.029785
	Iteration 83Q: 3 clusters Score -580528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -580538.750000 Penalty: 4174.029785
	Iteration 84Q: 3 clusters Score -580538.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -580549.000000 Penalty: 4174.029785
	Iteration 85Q: 3 clusters Score -580549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -580559.062500 Penalty: 4174.029785
	Iteration 86Q: 3 clusters Score -580559.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -580569.312500 Penalty: 4174.029785
	Iteration 87Q: 3 clusters Score -580569.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -580576.937500 Penalty: 4174.029785
	Iteration 88Q: 3 clusters Score -580576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -580580.750000 Penalty: 4174.029785
	Iteration 89Q: 3 clusters Score -580580.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -580597.187500 Penalty: 4174.029785
	Iteration 90Q: 3 clusters Score -580597.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -580613.625000 Penalty: 4174.029785
	Iteration 91Q: 3 clusters Score -580613.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -580626.875000 Penalty: 4174.029785
	Iteration 92Q: 3 clusters Score -580626.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -580636.687500 Penalty: 4174.029785
	Iteration 93Q: 3 clusters Score -580636.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -580647.250000 Penalty: 4174.029785
	Iteration 94Q: 3 clusters Score -580647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -580651.625000 Penalty: 4174.029785
	Iteration 95Q: 3 clusters Score -580651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -580656.312500 Penalty: 4174.029785
	Iteration 96Q: 3 clusters Score -580656.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -580661.875000 Penalty: 4174.029785
	Iteration 97Q: 3 clusters Score -580661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -580664.000000 Penalty: 4174.029785
	Iteration 98Q: 3 clusters Score -580664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -580666.125000 Penalty: 4174.029785
	Iteration 99Q: 3 clusters Score -580666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -580667.937500 Penalty: 4174.029785
	Iteration 100F: 3 clusters Score -580667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -580673.000000 Penalty: 4174.029785
	Iteration 101Q: 3 clusters Score -580673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -580678.375000 Penalty: 4174.029785
	Iteration 102Q: 3 clusters Score -580678.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -580682.312500 Penalty: 4174.029785
	Iteration 103Q: 3 clusters Score -580682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -580685.437500 Penalty: 4174.029785
	Iteration 104Q: 3 clusters Score -580685.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -580690.687500 Penalty: 4174.029785
	Iteration 105Q: 3 clusters Score -580690.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -580698.812500 Penalty: 4174.029785
	Iteration 106Q: 3 clusters Score -580698.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -580704.125000 Penalty: 4174.029785
	Iteration 107Q: 3 clusters Score -580704.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -580706.625000 Penalty: 4174.029785
	Iteration 108Q: 3 clusters Score -580706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -580710.312500 Penalty: 4174.029785
	Iteration 109Q: 3 clusters Score -580710.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -580716.937500 Penalty: 4174.029785
	Iteration 110Q: 3 clusters Score -580716.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -580723.687500 Penalty: 4174.029785
	Iteration 111Q: 3 clusters Score -580723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -580731.000000 Penalty: 4174.029785
	Iteration 112Q: 3 clusters Score -580731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -580749.250000 Penalty: 4174.029785
	Iteration 113Q: 3 clusters Score -580749.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -580753.375000 Penalty: 4174.029785
	Iteration 114Q: 3 clusters Score -580753.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -580757.187500 Penalty: 4174.029785
	Iteration 115Q: 3 clusters Score -580757.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -580760.062500 Penalty: 4174.029785
	Iteration 116Q: 3 clusters Score -580760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -580758.937500 Penalty: 4174.029785
	Iteration 117Q: 3 clusters Score -580758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -580759.625000 Penalty: 4174.029785
	Iteration 118Q: 3 clusters Score -580759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -580759.750000 Penalty: 4174.029785
	Iteration 119Q: 3 clusters Score -580759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -580759.750000 Penalty: 4174.029785
	Iteration 120F: 3 clusters Score -580759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -864577.562500 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -864577.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -859359.375000 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -859359.4 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -860807.125000 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -860807.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -861262.562500 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -861262.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -861706.125000 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -861706.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -862006.500000 Penalty: 4316.032715
	Iteration 4F: 3 clusters Score -862006.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -862236.687500 Penalty: 4316.032715
	Iteration 5F: 3 clusters Score -862236.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -862423.687500 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -862423.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -862576.500000 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -862576.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -862695.562500 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -862695.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -862802.250000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -862802.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -862865.687500 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -862865.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -862924.000000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -862924 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -862990.750000 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -862990.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -863062.125000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -863062.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -863134.250000 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -863134.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -863169.875000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -863169.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -863199.687500 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -863199.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -863224.500000 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -863224.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -863253.687500 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -863253.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -863280.750000 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -863280.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -863296.875000 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -863296.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -863314.062500 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -863314.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -863330.187500 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -863330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -863340.875000 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -863340.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -863351.062500 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -863351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -863358.812500 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -863358.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -863370.500000 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -863370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -863380.125000 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -863380.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -863386.312500 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -863386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -863391.062500 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -863391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -863395.250000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -863395.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -863397.687500 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -863397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -863398.625000 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -863398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -863403.125000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -863403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -863403.000000 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -863403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -863402.875000 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -863402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -863404.625000 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -863404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -863405.312500 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -863405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -863405.687500 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -863405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -863405.687500 Penalty: 4316.032715
	Iteration 39F: 3 clusters Score -863405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -692846.937500 Penalty: 2096.337646
	Iteration 0F: 2 clusters Score -692846.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -688514.312500 Penalty: 4192.675293
	Iteration 0F: 3 clusters Score -688514.3 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -689577.812500 Penalty: 4192.675293
	Iteration 1F: 3 clusters Score -689577.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -689783.812500 Penalty: 4192.675293
	Iteration 2F: 3 clusters Score -689783.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -689910.187500 Penalty: 4192.675293
	Iteration 3F: 3 clusters Score -689910.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -690000.437500 Penalty: 4192.675293
	Iteration 4Q: 3 clusters Score -690000.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -690057.625000 Penalty: 4192.675293
	Iteration 5Q: 3 clusters Score -690057.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -690106.750000 Penalty: 4192.675293
	Iteration 6Q: 3 clusters Score -690106.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -690146.312500 Penalty: 4192.675293
	Iteration 7Q: 3 clusters Score -690146.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -690182.437500 Penalty: 4192.675293
	Iteration 8Q: 3 clusters Score -690182.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -690210.250000 Penalty: 4192.675293
	Iteration 9Q: 3 clusters Score -690210.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -690232.687500 Penalty: 4192.675293
	Iteration 10Q: 3 clusters Score -690232.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -690254.687500 Penalty: 4192.675293
	Iteration 11Q: 3 clusters Score -690254.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -690275.250000 Penalty: 4192.675293
	Iteration 12Q: 3 clusters Score -690275.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -690296.375000 Penalty: 4192.675293
	Iteration 13Q: 3 clusters Score -690296.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -690313.875000 Penalty: 4192.675293
	Iteration 14Q: 3 clusters Score -690313.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -690333.125000 Penalty: 4192.675293
	Iteration 15Q: 3 clusters Score -690333.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -690351.625000 Penalty: 4192.675293
	Iteration 16Q: 3 clusters Score -690351.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -690364.625000 Penalty: 4192.675293
	Iteration 17Q: 3 clusters Score -690364.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -690378.937500 Penalty: 4192.675293
	Iteration 18Q: 3 clusters Score -690378.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -690399.125000 Penalty: 4192.675293
	Iteration 19Q: 3 clusters Score -690399.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -690415.562500 Penalty: 4192.675293
	Iteration 20F: 3 clusters Score -690415.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -690429.812500 Penalty: 4192.675293
	Iteration 21Q: 3 clusters Score -690429.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -690441.937500 Penalty: 4192.675293
	Iteration 22Q: 3 clusters Score -690441.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -690451.562500 Penalty: 4192.675293
	Iteration 23Q: 3 clusters Score -690451.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -690461.312500 Penalty: 4192.675293
	Iteration 24Q: 3 clusters Score -690461.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -690470.562500 Penalty: 4192.675293
	Iteration 25Q: 3 clusters Score -690470.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -690481.187500 Penalty: 4192.675293
	Iteration 26Q: 3 clusters Score -690481.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -690490.062500 Penalty: 4192.675293
	Iteration 27Q: 3 clusters Score -690490.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -690497.937500 Penalty: 4192.675293
	Iteration 28Q: 3 clusters Score -690497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -690507.312500 Penalty: 4192.675293
	Iteration 29Q: 3 clusters Score -690507.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -690521.437500 Penalty: 4192.675293
	Iteration 30Q: 3 clusters Score -690521.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -690537.500000 Penalty: 4192.675293
	Iteration 31Q: 3 clusters Score -690537.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -690554.937500 Penalty: 4192.675293
	Iteration 32Q: 3 clusters Score -690554.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -690575.375000 Penalty: 4192.675293
	Iteration 33Q: 3 clusters Score -690575.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -690602.562500 Penalty: 4192.675293
	Iteration 34Q: 3 clusters Score -690602.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -690626.187500 Penalty: 4192.675293
	Iteration 35Q: 3 clusters Score -690626.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -690644.500000 Penalty: 4192.675293
	Iteration 36Q: 3 clusters Score -690644.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -690659.875000 Penalty: 4192.675293
	Iteration 37Q: 3 clusters Score -690659.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -690675.750000 Penalty: 4192.675293
	Iteration 38Q: 3 clusters Score -690675.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -690689.687500 Penalty: 4192.675293
	Iteration 39Q: 3 clusters Score -690689.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -690709.062500 Penalty: 4192.675293
	Iteration 40F: 3 clusters Score -690709.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -690729.062500 Penalty: 4192.675293
	Iteration 41Q: 3 clusters Score -690729.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -690751.312500 Penalty: 4192.675293
	Iteration 42Q: 3 clusters Score -690751.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -690778.500000 Penalty: 4192.675293
	Iteration 43Q: 3 clusters Score -690778.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -690800.125000 Penalty: 4192.675293
	Iteration 44Q: 3 clusters Score -690800.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -690820.625000 Penalty: 4192.675293
	Iteration 45Q: 3 clusters Score -690820.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -690855.250000 Penalty: 4192.675293
	Iteration 46Q: 3 clusters Score -690855.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -690877.625000 Penalty: 4192.675293
	Iteration 47Q: 3 clusters Score -690877.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -690899.375000 Penalty: 4192.675293
	Iteration 48Q: 3 clusters Score -690899.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -690915.562500 Penalty: 4192.675293
	Iteration 49Q: 3 clusters Score -690915.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -690927.312500 Penalty: 4192.675293
	Iteration 50Q: 3 clusters Score -690927.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -690941.875000 Penalty: 4192.675293
	Iteration 51Q: 3 clusters Score -690941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -690948.812500 Penalty: 4192.675293
	Iteration 52Q: 3 clusters Score -690948.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -690960.187500 Penalty: 4192.675293
	Iteration 53Q: 3 clusters Score -690960.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -690971.562500 Penalty: 4192.675293
	Iteration 54Q: 3 clusters Score -690971.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -690986.187500 Penalty: 4192.675293
	Iteration 55Q: 3 clusters Score -690986.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -690995.375000 Penalty: 4192.675293
	Iteration 56Q: 3 clusters Score -690995.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -690999.312500 Penalty: 4192.675293
	Iteration 57Q: 3 clusters Score -690999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -691004.687500 Penalty: 4192.675293
	Iteration 58Q: 3 clusters Score -691004.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -691007.625000 Penalty: 4192.675293
	Iteration 59Q: 3 clusters Score -691007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -691007.125000 Penalty: 4192.675293
	Iteration 60F: 3 clusters Score -691007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -691010.062500 Penalty: 4192.675293
	Iteration 61Q: 3 clusters Score -691010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -691010.687500 Penalty: 4192.675293
	Iteration 62Q: 3 clusters Score -691010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -691010.812500 Penalty: 4192.675293
	Iteration 63Q: 3 clusters Score -691010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -691012.125000 Penalty: 4192.675293
	Iteration 64Q: 3 clusters Score -691012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -691012.250000 Penalty: 4192.675293
	Iteration 65Q: 3 clusters Score -691012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -691013.500000 Penalty: 4192.675293
	Iteration 66Q: 3 clusters Score -691013.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -691014.625000 Penalty: 4192.675293
	Iteration 67Q: 3 clusters Score -691014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -691017.250000 Penalty: 4192.675293
	Iteration 68Q: 3 clusters Score -691017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -691017.375000 Penalty: 4192.675293
	Iteration 69Q: 3 clusters Score -691017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -691016.375000 Penalty: 4192.675293
	Iteration 70Q: 3 clusters Score -691016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -691016.375000 Penalty: 4192.675293
	Iteration 71F: 3 clusters Score -691016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Entering Unmasked Estep 
Score: -264608.625000 Penalty: 1884.527222
	Iteration 0F: 2 clusters Score -264608.6 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 1013 members 
Entering Unmasked Estep 
Score: -262080.812500 Penalty: 3769.054443
	Iteration 0F: 3 clusters Score -262080.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -262945.625000 Penalty: 3769.054443
	Iteration 1F: 3 clusters Score -262945.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -263416.781250 Penalty: 3769.054443
	Iteration 2F: 3 clusters Score -263416.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -263828.187500 Penalty: 3769.054443
	Iteration 3F: 3 clusters Score -263828.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264243.437500 Penalty: 3769.054443
	Iteration 4F: 3 clusters Score -264243.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -264682.125000 Penalty: 3769.054443
	Iteration 5F: 3 clusters Score -264682.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264914.125000 Penalty: 3769.054443
	Iteration 6Q: 3 clusters Score -264914.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -265042.812500 Penalty: 3769.054443
	Iteration 7Q: 3 clusters Score -265042.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -265152.156250 Penalty: 3769.054443
	Iteration 8Q: 3 clusters Score -265152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -265374.687500 Penalty: 3769.054443
	Iteration 9Q: 3 clusters Score -265374.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -265719.500000 Penalty: 3769.054443
	Iteration 10Q: 3 clusters Score -265719.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -265756.406250 Penalty: 3769.054443
	Iteration 11Q: 3 clusters Score -265756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -265761.937500 Penalty: 3769.054443
	Iteration 12Q: 3 clusters Score -265761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265762.031250 Penalty: 3769.054443
	Iteration 13Q: 3 clusters Score -265762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265762.031250 Penalty: 3769.054443
	Iteration 14F: 3 clusters Score -265762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 3396 members 
Mstep: Class 46 contains 814 members 
Entering Unmasked Estep 
Score: -115045216.000000 Penalty: 155103.640625
Splitting cluster 37 changes total score from -115045024.000000 to -115045216.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 38 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -345559.343750 Penalty: 1952.274414
	Iteration 0F: 2 clusters Score -345559.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342636.437500 Penalty: 3904.548828
	Iteration 0F: 3 clusters Score -342636.4 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -343365.625000 Penalty: 3904.548828
	Iteration 1F: 3 clusters Score -343365.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -343669.843750 Penalty: 3904.548828
	Iteration 2F: 3 clusters Score -343669.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -343959.843750 Penalty: 3904.548828
	Iteration 3F: 3 clusters Score -343959.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -344150.562500 Penalty: 3904.548828
	Iteration 4F: 3 clusters Score -344150.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -344277.312500 Penalty: 3904.548828
	Iteration 5Q: 3 clusters Score -344277.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -344362.093750 Penalty: 3904.548828
	Iteration 6Q: 3 clusters Score -344362.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -344437.812500 Penalty: 3904.548828
	Iteration 7Q: 3 clusters Score -344437.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -344483.468750 Penalty: 3904.548828
	Iteration 8Q: 3 clusters Score -344483.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -344533.656250 Penalty: 3904.548828
	Iteration 9Q: 3 clusters Score -344533.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -344575.375000 Penalty: 3904.548828
	Iteration 10Q: 3 clusters Score -344575.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -344611.937500 Penalty: 3904.548828
	Iteration 11Q: 3 clusters Score -344611.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -344637.781250 Penalty: 3904.548828
	Iteration 12Q: 3 clusters Score -344637.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -344657.843750 Penalty: 3904.548828
	Iteration 13Q: 3 clusters Score -344657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -344672.000000 Penalty: 3904.548828
	Iteration 14Q: 3 clusters Score -344672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -344676.687500 Penalty: 3904.548828
	Iteration 15Q: 3 clusters Score -344676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -344683.062500 Penalty: 3904.548828
	Iteration 16Q: 3 clusters Score -344683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -344689.500000 Penalty: 3904.548828
	Iteration 17Q: 3 clusters Score -344689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -344693.343750 Penalty: 3904.548828
	Iteration 18Q: 3 clusters Score -344693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -344696.812500 Penalty: 3904.548828
	Iteration 19Q: 3 clusters Score -344696.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -344698.281250 Penalty: 3904.548828
	Iteration 20F: 3 clusters Score -344698.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -344700.062500 Penalty: 3904.548828
	Iteration 21Q: 3 clusters Score -344700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -344700.062500 Penalty: 3904.548828
	Iteration 22F: 3 clusters Score -344700.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -3087431.500000 Penalty: 2468.282959
	Iteration 0F: 2 clusters Score -3087432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3072698.500000 Penalty: 4936.565918
	Iteration 0F: 3 clusters Score -3072698 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3078025.500000 Penalty: 4936.565918
	Iteration 1F: 3 clusters Score -3078026 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3078810.250000 Penalty: 4936.565918
	Iteration 2F: 3 clusters Score -3078810 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3079706.000000 Penalty: 4936.565918
	Iteration 3F: 3 clusters Score -3079706 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3080754.000000 Penalty: 4936.565918
	Iteration 4F: 3 clusters Score -3080754 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3082022.500000 Penalty: 4936.565918
	Iteration 5F: 3 clusters Score -3082022 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -3083459.000000 Penalty: 4936.565918
	Iteration 6F: 3 clusters Score -3083459 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3084650.250000 Penalty: 4936.565918
	Iteration 7F: 3 clusters Score -3084650 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3085304.750000 Penalty: 4936.565918
	Iteration 8F: 3 clusters Score -3085305 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3085671.000000 Penalty: 4936.565918
	Iteration 9Q: 3 clusters Score -3085671 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3085910.750000 Penalty: 4936.565918
	Iteration 10Q: 3 clusters Score -3085911 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3086056.750000 Penalty: 4936.565918
	Iteration 11Q: 3 clusters Score -3086057 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -3086183.500000 Penalty: 4936.565918
	Iteration 12Q: 3 clusters Score -3086184 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3086298.000000 Penalty: 4936.565918
	Iteration 13Q: 3 clusters Score -3086298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3086399.250000 Penalty: 4936.565918
	Iteration 14Q: 3 clusters Score -3086399 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3086495.000000 Penalty: 4936.565918
	Iteration 15Q: 3 clusters Score -3086495 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3086584.500000 Penalty: 4936.565918
	Iteration 16Q: 3 clusters Score -3086584 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3086662.500000 Penalty: 4936.565918
	Iteration 17Q: 3 clusters Score -3086662 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -3086719.750000 Penalty: 4936.565918
	Iteration 18Q: 3 clusters Score -3086720 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3086775.250000 Penalty: 4936.565918
	Iteration 19Q: 3 clusters Score -3086775 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3086806.250000 Penalty: 4936.565918
	Iteration 20F: 3 clusters Score -3086806 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3086836.250000 Penalty: 4936.565918
	Iteration 21Q: 3 clusters Score -3086836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3086868.750000 Penalty: 4936.565918
	Iteration 22Q: 3 clusters Score -3086869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -3086890.750000 Penalty: 4936.565918
	Iteration 23Q: 3 clusters Score -3086891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3086900.000000 Penalty: 4936.565918
	Iteration 24Q: 3 clusters Score -3086900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3086922.000000 Penalty: 4936.565918
	Iteration 25Q: 3 clusters Score -3086922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3086939.000000 Penalty: 4936.565918
	Iteration 26Q: 3 clusters Score -3086939 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3086944.750000 Penalty: 4936.565918
	Iteration 27Q: 3 clusters Score -3086945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -3086964.250000 Penalty: 4936.565918
	Iteration 28Q: 3 clusters Score -3086964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3086964.750000 Penalty: 4936.565918
	Iteration 29Q: 3 clusters Score -3086965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3086986.250000 Penalty: 4936.565918
	Iteration 30Q: 3 clusters Score -3086986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -3087001.500000 Penalty: 4936.565918
	Iteration 31Q: 3 clusters Score -3087002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3087014.750000 Penalty: 4936.565918
	Iteration 32Q: 3 clusters Score -3087015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3087026.500000 Penalty: 4936.565918
	Iteration 33Q: 3 clusters Score -3087026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3087029.500000 Penalty: 4936.565918
	Iteration 34Q: 3 clusters Score -3087030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3087036.750000 Penalty: 4936.565918
	Iteration 35Q: 3 clusters Score -3087037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3087031.750000 Penalty: 4936.565918
	Iteration 36Q: 3 clusters Score -3087032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -3087031.000000 Penalty: 4936.565918
	Iteration 37Q: 3 clusters Score -3087031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3087027.000000 Penalty: 4936.565918
	Iteration 38Q: 3 clusters Score -3087027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3087035.750000 Penalty: 4936.565918
	Iteration 39Q: 3 clusters Score -3087036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3087042.000000 Penalty: 4936.565918
	Iteration 40F: 3 clusters Score -3087042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3087035.750000 Penalty: 4936.565918
	Iteration 41Q: 3 clusters Score -3087036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3087045.000000 Penalty: 4936.565918
	Iteration 42Q: 3 clusters Score -3087045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3087041.500000 Penalty: 4936.565918
	Iteration 43Q: 3 clusters Score -3087042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3087053.750000 Penalty: 4936.565918
	Iteration 44Q: 3 clusters Score -3087054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -3087057.500000 Penalty: 4936.565918
	Iteration 45Q: 3 clusters Score -3087058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3087065.750000 Penalty: 4936.565918
	Iteration 46Q: 3 clusters Score -3087066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3087063.750000 Penalty: 4936.565918
	Iteration 47Q: 3 clusters Score -3087064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3087065.500000 Penalty: 4936.565918
	Iteration 48Q: 3 clusters Score -3087066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -3087066.750000 Penalty: 4936.565918
	Iteration 49Q: 3 clusters Score -3087067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3087077.250000 Penalty: 4936.565918
	Iteration 50Q: 3 clusters Score -3087077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3087072.250000 Penalty: 4936.565918
	Iteration 51Q: 3 clusters Score -3087072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -3087073.750000 Penalty: 4936.565918
	Iteration 52Q: 3 clusters Score -3087074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3087073.750000 Penalty: 4936.565918
	Iteration 53Q: 3 clusters Score -3087074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3087073.750000 Penalty: 4936.565918
	Iteration 54Q: 3 clusters Score -3087074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3087074.000000 Penalty: 4936.565918
	Iteration 55Q: 3 clusters Score -3087074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3087080.750000 Penalty: 4936.565918
	Iteration 56Q: 3 clusters Score -3087081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3087077.000000 Penalty: 4936.565918
	Iteration 57Q: 3 clusters Score -3087077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3087086.750000 Penalty: 4936.565918
	Iteration 58Q: 3 clusters Score -3087087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3087084.250000 Penalty: 4936.565918
	Iteration 59Q: 3 clusters Score -3087084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -3087086.500000 Penalty: 4936.565918
	Iteration 60F: 3 clusters Score -3087086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3087085.000000 Penalty: 4936.565918
	Iteration 61Q: 3 clusters Score -3087085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -3087087.250000 Penalty: 4936.565918
	Iteration 62Q: 3 clusters Score -3087087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -3087085.000000 Penalty: 4936.565918
	Iteration 63Q: 3 clusters Score -3087085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3087086.250000 Penalty: 4936.565918
	Iteration 64Q: 3 clusters Score -3087086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3087088.250000 Penalty: 4936.565918
	Iteration 65Q: 3 clusters Score -3087088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3087085.750000 Penalty: 4936.565918
	Iteration 66Q: 3 clusters Score -3087086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3087086.500000 Penalty: 4936.565918
	Iteration 67Q: 3 clusters Score -3087086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3087089.250000 Penalty: 4936.565918
	Iteration 68Q: 3 clusters Score -3087089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3087087.500000 Penalty: 4936.565918
	Iteration 69Q: 3 clusters Score -3087088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3087085.250000 Penalty: 4936.565918
	Iteration 70Q: 3 clusters Score -3087085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -3087085.750000 Penalty: 4936.565918
	Iteration 71Q: 3 clusters Score -3087086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3087085.250000 Penalty: 4936.565918
	Iteration 72Q: 3 clusters Score -3087085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3087088.750000 Penalty: 4936.565918
	Iteration 73Q: 3 clusters Score -3087089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3087093.250000 Penalty: 4936.565918
	Iteration 74Q: 3 clusters Score -3087093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3087094.750000 Penalty: 4936.565918
	Iteration 75Q: 3 clusters Score -3087095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3087097.500000 Penalty: 4936.565918
	Iteration 76Q: 3 clusters Score -3087098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -3087097.000000 Penalty: 4936.565918
	Iteration 77Q: 3 clusters Score -3087097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3087094.000000 Penalty: 4936.565918
	Iteration 78Q: 3 clusters Score -3087094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3087093.500000 Penalty: 4936.565918
	Iteration 79Q: 3 clusters Score -3087094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3087093.500000 Penalty: 4936.565918
	Iteration 80F: 3 clusters Score -3087094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -262564.343750 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -262564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260100.609375 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -260100.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -260550.125000 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -260550.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -260700.375000 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -260700.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -260794.921875 Penalty: 3715.025391
	Iteration 3F: 3 clusters Score -260794.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -260854.796875 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -260854.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -260897.671875 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -260897.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -260934.703125 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -260934.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -260973.781250 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -260973.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -260997.750000 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -260997.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -261015.656250 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -261015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -261035.359375 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -261035.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -261052.593750 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -261052.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -261076.500000 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -261076.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -261098.156250 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -261098.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -261121.750000 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -261121.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -261152.640625 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -261152.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261182.796875 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -261182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -261203.656250 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -261203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261217.218750 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -261217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -261224.859375 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -261224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261231.234375 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -261231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -261236.437500 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -261236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -261244.265625 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -261244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -261256.953125 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -261257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261269.500000 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -261269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261275.750000 Penalty: 3715.025391
	Iteration 25Q: 3 clusters Score -261275.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -261280.906250 Penalty: 3715.025391
	Iteration 26Q: 3 clusters Score -261280.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -261289.609375 Penalty: 3715.025391
	Iteration 27Q: 3 clusters Score -261289.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261299.187500 Penalty: 3715.025391
	Iteration 28Q: 3 clusters Score -261299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261305.734375 Penalty: 3715.025391
	Iteration 29Q: 3 clusters Score -261305.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -261317.000000 Penalty: 3715.025391
	Iteration 30Q: 3 clusters Score -261317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261320.609375 Penalty: 3715.025391
	Iteration 31Q: 3 clusters Score -261320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -261322.703125 Penalty: 3715.025391
	Iteration 32Q: 3 clusters Score -261322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -261325.421875 Penalty: 3715.025391
	Iteration 33Q: 3 clusters Score -261325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -261330.093750 Penalty: 3715.025391
	Iteration 34Q: 3 clusters Score -261330.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -261332.203125 Penalty: 3715.025391
	Iteration 35Q: 3 clusters Score -261332.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -261332.203125 Penalty: 3715.025391
	Iteration 36F: 3 clusters Score -261332.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (44884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Entering Unmasked Estep 
Score: -6695509.500000 Penalty: 2656.535645
	Iteration 0F: 2 clusters Score -6695510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -6665307.000000 Penalty: 5313.071289
	Iteration 0F: 3 clusters Score -6665307 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -6676593.000000 Penalty: 5313.071289
	Iteration 1F: 3 clusters Score -6676593 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -6677134.000000 Penalty: 5313.071289
	Iteration 2Q: 3 clusters Score -6677134 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -6677777.000000 Penalty: 5313.071289
	Iteration 3Q: 3 clusters Score -6677777 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6678440.000000 Penalty: 5313.071289
	Iteration 4Q: 3 clusters Score -6678440 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6679415.500000 Penalty: 5313.071289
	Iteration 5Q: 3 clusters Score -6679416 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -6680503.500000 Penalty: 5313.071289
	Iteration 6Q: 3 clusters Score -6680504 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6681520.000000 Penalty: 5313.071289
	Iteration 7Q: 3 clusters Score -6681520 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6682434.500000 Penalty: 5313.071289
	Iteration 8Q: 3 clusters Score -6682434 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -6683336.000000 Penalty: 5313.071289
	Iteration 9Q: 3 clusters Score -6683336 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -6684213.500000 Penalty: 5313.071289
	Iteration 10Q: 3 clusters Score -6684214 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6685089.000000 Penalty: 5313.071289
	Iteration 11Q: 3 clusters Score -6685089 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -6685915.000000 Penalty: 5313.071289
	Iteration 12Q: 3 clusters Score -6685915 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6686735.500000 Penalty: 5313.071289
	Iteration 13Q: 3 clusters Score -6686736 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6687508.000000 Penalty: 5313.071289
	Iteration 14Q: 3 clusters Score -6687508 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -6688128.500000 Penalty: 5313.071289
	Iteration 15Q: 3 clusters Score -6688128 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6688678.500000 Penalty: 5313.071289
	Iteration 16Q: 3 clusters Score -6688678 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -6689137.000000 Penalty: 5313.071289
	Iteration 17Q: 3 clusters Score -6689137 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6689686.000000 Penalty: 5313.071289
	Iteration 18Q: 3 clusters Score -6689686 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6690152.500000 Penalty: 5313.071289
	Iteration 19Q: 3 clusters Score -6690152 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -6690620.500000 Penalty: 5313.071289
	Iteration 20F: 3 clusters Score -6690620 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -6691080.000000 Penalty: 5313.071289
	Iteration 21Q: 3 clusters Score -6691080 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -6691556.500000 Penalty: 5313.071289
	Iteration 22Q: 3 clusters Score -6691556 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -6692000.500000 Penalty: 5313.071289
	Iteration 23Q: 3 clusters Score -6692000 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -6692475.500000 Penalty: 5313.071289
	Iteration 24Q: 3 clusters Score -6692476 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -6692855.000000 Penalty: 5313.071289
	Iteration 25Q: 3 clusters Score -6692855 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -6693153.000000 Penalty: 5313.071289
	Iteration 26Q: 3 clusters Score -6693153 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6693368.000000 Penalty: 5313.071289
	Iteration 27Q: 3 clusters Score -6693368 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -6693462.500000 Penalty: 5313.071289
	Iteration 28Q: 3 clusters Score -6693462 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -6693525.000000 Penalty: 5313.071289
	Iteration 29Q: 3 clusters Score -6693525 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -6693576.500000 Penalty: 5313.071289
	Iteration 30Q: 3 clusters Score -6693576 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -6693611.500000 Penalty: 5313.071289
	Iteration 31Q: 3 clusters Score -6693612 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -6693650.000000 Penalty: 5313.071289
	Iteration 32Q: 3 clusters Score -6693650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -6693691.000000 Penalty: 5313.071289
	Iteration 33Q: 3 clusters Score -6693691 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -6693708.500000 Penalty: 5313.071289
	Iteration 34Q: 3 clusters Score -6693708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -6693724.500000 Penalty: 5313.071289
	Iteration 35Q: 3 clusters Score -6693724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -6693744.500000 Penalty: 5313.071289
	Iteration 36Q: 3 clusters Score -6693744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -6693754.500000 Penalty: 5313.071289
	Iteration 37Q: 3 clusters Score -6693754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6693771.500000 Penalty: 5313.071289
	Iteration 38Q: 3 clusters Score -6693772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -6693792.500000 Penalty: 5313.071289
	Iteration 39Q: 3 clusters Score -6693792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -6693803.000000 Penalty: 5313.071289
	Iteration 40F: 3 clusters Score -6693803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -6693805.000000 Penalty: 5313.071289
	Iteration 41Q: 3 clusters Score -6693805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -6693824.000000 Penalty: 5313.071289
	Iteration 42Q: 3 clusters Score -6693824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -6693841.000000 Penalty: 5313.071289
	Iteration 43Q: 3 clusters Score -6693841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6693852.000000 Penalty: 5313.071289
	Iteration 44Q: 3 clusters Score -6693852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -6693856.000000 Penalty: 5313.071289
	Iteration 45Q: 3 clusters Score -6693856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -6693863.500000 Penalty: 5313.071289
	Iteration 46Q: 3 clusters Score -6693864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -6693873.000000 Penalty: 5313.071289
	Iteration 47Q: 3 clusters Score -6693873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -6693880.500000 Penalty: 5313.071289
	Iteration 48Q: 3 clusters Score -6693880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -6693884.500000 Penalty: 5313.071289
	Iteration 49Q: 3 clusters Score -6693884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6693879.000000 Penalty: 5313.071289
	Iteration 50Q: 3 clusters Score -6693879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6693876.000000 Penalty: 5313.071289
	Iteration 51Q: 3 clusters Score -6693876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -6693877.000000 Penalty: 5313.071289
	Iteration 52Q: 3 clusters Score -6693877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -6693874.500000 Penalty: 5313.071289
	Iteration 53Q: 3 clusters Score -6693874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -6693874.000000 Penalty: 5313.071289
	Iteration 54Q: 3 clusters Score -6693874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -6693870.500000 Penalty: 5313.071289
	Iteration 55Q: 3 clusters Score -6693870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -6693870.500000 Penalty: 5313.071289
	Iteration 56Q: 3 clusters Score -6693870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -6693873.500000 Penalty: 5313.071289
	Iteration 57Q: 3 clusters Score -6693874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6693875.000000 Penalty: 5313.071289
	Iteration 58Q: 3 clusters Score -6693875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6693877.500000 Penalty: 5313.071289
	Iteration 59Q: 3 clusters Score -6693878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -6693888.500000 Penalty: 5313.071289
	Iteration 60F: 3 clusters Score -6693888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -6693888.500000 Penalty: 5313.071289
	Iteration 61Q: 3 clusters Score -6693888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -6693885.500000 Penalty: 5313.071289
	Iteration 62Q: 3 clusters Score -6693886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -6693885.000000 Penalty: 5313.071289
	Iteration 63Q: 3 clusters Score -6693885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -6693897.000000 Penalty: 5313.071289
	Iteration 64Q: 3 clusters Score -6693897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6693887.000000 Penalty: 5313.071289
	Iteration 65Q: 3 clusters Score -6693887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -6693888.000000 Penalty: 5313.071289
	Iteration 66Q: 3 clusters Score -6693888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -6693891.000000 Penalty: 5313.071289
	Iteration 67Q: 3 clusters Score -6693891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -6693891.500000 Penalty: 5313.071289
	Iteration 68Q: 3 clusters Score -6693892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -6693891.000000 Penalty: 5313.071289
	Iteration 69Q: 3 clusters Score -6693891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -6693891.000000 Penalty: 5313.071289
	Iteration 70Q: 3 clusters Score -6693891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -6693892.000000 Penalty: 5313.071289
	Iteration 71Q: 3 clusters Score -6693892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -6693892.000000 Penalty: 5313.071289
	Iteration 72Q: 3 clusters Score -6693892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -6693890.500000 Penalty: 5313.071289
	Iteration 73Q: 3 clusters Score -6693890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -6693893.500000 Penalty: 5313.071289
	Iteration 74Q: 3 clusters Score -6693894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -6693890.500000 Penalty: 5313.071289
	Iteration 75Q: 3 clusters Score -6693890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -6693897.000000 Penalty: 5313.071289
	Iteration 76Q: 3 clusters Score -6693897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -6693891.500000 Penalty: 5313.071289
	Iteration 77Q: 3 clusters Score -6693892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -6693893.000000 Penalty: 5313.071289
	Iteration 78Q: 3 clusters Score -6693893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -6693890.000000 Penalty: 5313.071289
	Iteration 79Q: 3 clusters Score -6693890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -6693887.000000 Penalty: 5313.071289
	Iteration 80F: 3 clusters Score -6693887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Entering Unmasked Estep 
Score: -1639917.500000 Penalty: 2308.746582
	Iteration 0F: 2 clusters Score -1639918 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 5430 members 
Entering Unmasked Estep 
Score: -1631549.375000 Penalty: 4617.493164
	Iteration 0F: 3 clusters Score -1631549 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1633951.125000 Penalty: 4617.493164
	Iteration 1F: 3 clusters Score -1633951 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1634417.125000 Penalty: 4617.493164
	Iteration 2F: 3 clusters Score -1634417 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1634919.125000 Penalty: 4617.493164
	Iteration 3F: 3 clusters Score -1634919 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1635563.000000 Penalty: 4617.493164
	Iteration 4F: 3 clusters Score -1635563 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1636325.125000 Penalty: 4617.493164
	Iteration 5F: 3 clusters Score -1636325 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1636996.000000 Penalty: 4617.493164
	Iteration 6F: 3 clusters Score -1636996 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1637468.500000 Penalty: 4617.493164
	Iteration 7F: 3 clusters Score -1637468 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1637863.750000 Penalty: 4617.493164
	Iteration 8Q: 3 clusters Score -1637864 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1638216.000000 Penalty: 4617.493164
	Iteration 9Q: 3 clusters Score -1638216 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1638520.750000 Penalty: 4617.493164
	Iteration 10Q: 3 clusters Score -1638521 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1638780.500000 Penalty: 4617.493164
	Iteration 11Q: 3 clusters Score -1638780 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1638990.500000 Penalty: 4617.493164
	Iteration 12Q: 3 clusters Score -1638990 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1639130.125000 Penalty: 4617.493164
	Iteration 13Q: 3 clusters Score -1639130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1639220.875000 Penalty: 4617.493164
	Iteration 14Q: 3 clusters Score -1639221 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1639286.875000 Penalty: 4617.493164
	Iteration 15Q: 3 clusters Score -1639287 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1639316.250000 Penalty: 4617.493164
	Iteration 16Q: 3 clusters Score -1639316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1639331.375000 Penalty: 4617.493164
	Iteration 17Q: 3 clusters Score -1639331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1639339.000000 Penalty: 4617.493164
	Iteration 18Q: 3 clusters Score -1639339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1639341.250000 Penalty: 4617.493164
	Iteration 19Q: 3 clusters Score -1639341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1639346.125000 Penalty: 4617.493164
	Iteration 20F: 3 clusters Score -1639346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1639348.375000 Penalty: 4617.493164
	Iteration 21Q: 3 clusters Score -1639348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1639352.250000 Penalty: 4617.493164
	Iteration 22Q: 3 clusters Score -1639352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1639355.000000 Penalty: 4617.493164
	Iteration 23Q: 3 clusters Score -1639355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1639356.125000 Penalty: 4617.493164
	Iteration 24Q: 3 clusters Score -1639356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1639354.500000 Penalty: 4617.493164
	Iteration 25Q: 3 clusters Score -1639354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1639353.125000 Penalty: 4617.493164
	Iteration 26Q: 3 clusters Score -1639353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1639355.750000 Penalty: 4617.493164
	Iteration 27Q: 3 clusters Score -1639356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1639353.125000 Penalty: 4617.493164
	Iteration 28Q: 3 clusters Score -1639353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1639353.125000 Penalty: 4617.493164
	Iteration 29F: 3 clusters Score -1639353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Entering Unmasked Estep 
Score: -320998.750000 Penalty: 1919.684814
	Iteration 0F: 2 clusters Score -320998.8 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 1150 members 
Entering Unmasked Estep 
Score: -318204.593750 Penalty: 3839.369629
	Iteration 0F: 3 clusters Score -318204.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -318854.500000 Penalty: 3839.369629
	Iteration 1F: 3 clusters Score -318854.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -319213.687500 Penalty: 3839.369629
	Iteration 2F: 3 clusters Score -319213.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -319632.406250 Penalty: 3839.369629
	Iteration 3F: 3 clusters Score -319632.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -319918.687500 Penalty: 3839.369629
	Iteration 4F: 3 clusters Score -319918.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -320109.406250 Penalty: 3839.369629
	Iteration 5F: 3 clusters Score -320109.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -320238.750000 Penalty: 3839.369629
	Iteration 6Q: 3 clusters Score -320238.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -320314.187500 Penalty: 3839.369629
	Iteration 7Q: 3 clusters Score -320314.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -320406.031250 Penalty: 3839.369629
	Iteration 8Q: 3 clusters Score -320406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -320514.500000 Penalty: 3839.369629
	Iteration 9Q: 3 clusters Score -320514.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -320596.625000 Penalty: 3839.369629
	Iteration 10Q: 3 clusters Score -320596.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -320655.468750 Penalty: 3839.369629
	Iteration 11Q: 3 clusters Score -320655.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -320698.187500 Penalty: 3839.369629
	Iteration 12Q: 3 clusters Score -320698.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -320738.625000 Penalty: 3839.369629
	Iteration 13Q: 3 clusters Score -320738.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -320775.531250 Penalty: 3839.369629
	Iteration 14Q: 3 clusters Score -320775.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -320804.000000 Penalty: 3839.369629
	Iteration 15Q: 3 clusters Score -320804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -320821.093750 Penalty: 3839.369629
	Iteration 16Q: 3 clusters Score -320821.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -320832.406250 Penalty: 3839.369629
	Iteration 17Q: 3 clusters Score -320832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -320840.750000 Penalty: 3839.369629
	Iteration 18Q: 3 clusters Score -320840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -320845.437500 Penalty: 3839.369629
	Iteration 19Q: 3 clusters Score -320845.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -320853.625000 Penalty: 3839.369629
	Iteration 20F: 3 clusters Score -320853.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -320861.500000 Penalty: 3839.369629
	Iteration 21Q: 3 clusters Score -320861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -320865.250000 Penalty: 3839.369629
	Iteration 22Q: 3 clusters Score -320865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -320869.750000 Penalty: 3839.369629
	Iteration 23Q: 3 clusters Score -320869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -320882.125000 Penalty: 3839.369629
	Iteration 24Q: 3 clusters Score -320882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -320888.812500 Penalty: 3839.369629
	Iteration 25Q: 3 clusters Score -320888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -320907.375000 Penalty: 3839.369629
	Iteration 26Q: 3 clusters Score -320907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -320922.437500 Penalty: 3839.369629
	Iteration 27Q: 3 clusters Score -320922.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -320929.500000 Penalty: 3839.369629
	Iteration 28Q: 3 clusters Score -320929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -320936.625000 Penalty: 3839.369629
	Iteration 29Q: 3 clusters Score -320936.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -320941.937500 Penalty: 3839.369629
	Iteration 30Q: 3 clusters Score -320941.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320943.718750 Penalty: 3839.369629
	Iteration 31Q: 3 clusters Score -320943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -320944.156250 Penalty: 3839.369629
	Iteration 32Q: 3 clusters Score -320944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -320945.062500 Penalty: 3839.369629
	Iteration 33Q: 3 clusters Score -320945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -320945.593750 Penalty: 3839.369629
	Iteration 34Q: 3 clusters Score -320945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -320949.250000 Penalty: 3839.369629
	Iteration 35Q: 3 clusters Score -320949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -320953.781250 Penalty: 3839.369629
	Iteration 36Q: 3 clusters Score -320953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -320958.437500 Penalty: 3839.369629
	Iteration 37Q: 3 clusters Score -320958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -320960.437500 Penalty: 3839.369629
	Iteration 38Q: 3 clusters Score -320960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -320962.593750 Penalty: 3839.369629
	Iteration 39Q: 3 clusters Score -320962.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -320964.468750 Penalty: 3839.369629
	Iteration 40F: 3 clusters Score -320964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -320967.062500 Penalty: 3839.369629
	Iteration 41Q: 3 clusters Score -320967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -320970.031250 Penalty: 3839.369629
	Iteration 42Q: 3 clusters Score -320970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -320973.125000 Penalty: 3839.369629
	Iteration 43Q: 3 clusters Score -320973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -320976.375000 Penalty: 3839.369629
	Iteration 44Q: 3 clusters Score -320976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -320981.000000 Penalty: 3839.369629
	Iteration 45Q: 3 clusters Score -320981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -320986.312500 Penalty: 3839.369629
	Iteration 46Q: 3 clusters Score -320986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -320986.812500 Penalty: 3839.369629
	Iteration 47Q: 3 clusters Score -320986.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320987.437500 Penalty: 3839.369629
	Iteration 48Q: 3 clusters Score -320987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320988.250000 Penalty: 3839.369629
	Iteration 49Q: 3 clusters Score -320988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320988.250000 Penalty: 3839.369629
	Iteration 50F: 3 clusters Score -320988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 5298 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7763 members 
Mstep: Class 5 contains 11968 members 
Mstep: Class 6 contains 59779 members 
Mstep: Class 7 contains 9684 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 84671 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 11 contains 1292 members 
Mstep: Class 12 contains 8664 members 
Mstep: Class 13 contains 19833 members 
Mstep: Class 14 contains 8833 members 
Mstep: Class 15 contains 9677 members 
Mstep: Class 16 contains 46020 members 
Mstep: Class 17 contains 21664 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 86954 members 
Mstep: Class 22 contains 34333 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 79001 members 
Mstep: Class 25 contains 5343 members 
Mstep: Class 26 contains 5168 members 
Mstep: Class 27 contains 17047 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65392 members 
Mstep: Class 31 contains 14220 members 
Mstep: Class 32 contains 2974 members 
Mstep: Class 33 contains 11449 members 
Mstep: Class 34 contains 4516 members 
Mstep: Class 35 contains 6013 members 
Mstep: Class 36 contains 4689 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 21010 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 44884 members 
Mstep: Class 42 contains 11042 members 
Mstep: Class 43 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046400.000000 Penalty: 155103.640625
Iteration 119Q: 47 clusters Score -1.150464e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7743 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 59394 members 
Mstep: Class 7 contains 9677 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 84455 members 
Mstep: Class 10 contains 7918 members 
Mstep: Class 11 contains 1352 members 
Mstep: Class 12 contains 8656 members 
Mstep: Class 13 contains 19830 members 
Mstep: Class 14 contains 8875 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 45941 members 
Mstep: Class 17 contains 21648 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 18484 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 87015 members 
Mstep: Class 22 contains 34504 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 78956 members 
Mstep: Class 25 contains 5988 members 
Mstep: Class 26 contains 5089 members 
Mstep: Class 27 contains 17050 members 
Mstep: Class 28 contains 8571 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65266 members 
Mstep: Class 31 contains 14232 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11451 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 5980 members 
Mstep: Class 36 contains 4695 members 
Mstep: Class 37 contains 1181 members 
Mstep: Class 38 contains 2624 members 
Mstep: Class 39 contains 20838 members 
Mstep: Class 40 contains 1791 members 
Mstep: Class 41 contains 45267 members 
Mstep: Class 42 contains 11043 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 6083 members 
Mstep: Class 45 contains 3223 members 
Mstep: Class 46 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048264.000000 Penalty: 155103.640625
Iteration 120F: 47 clusters Score -1.150483e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 5279 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7717 members 
Mstep: Class 5 contains 11970 members 
Mstep: Class 6 contains 59130 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 84211 members 
Mstep: Class 10 contains 7913 members 
Mstep: Class 11 contains 1377 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 19814 members 
Mstep: Class 14 contains 8914 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 45863 members 
Mstep: Class 17 contains 21635 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 19 contains 18475 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 87063 members 
Mstep: Class 22 contains 34474 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 78919 members 
Mstep: Class 25 contains 6555 members 
Mstep: Class 26 contains 5042 members 
Mstep: Class 27 contains 17053 members 
Mstep: Class 28 contains 8569 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 65041 members 
Mstep: Class 31 contains 14247 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11450 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5956 members 
Mstep: Class 36 contains 4697 members 
Mstep: Class 37 contains 1181 members 
Mstep: Class 38 contains 2623 members 
Mstep: Class 39 contains 20455 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 45735 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 2301 members 
Mstep: Class 44 contains 6123 members 
Mstep: Class 45 contains 3518 members 
Mstep: Class 46 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049376.000000 Penalty: 155103.640625
Iteration 121Q: 47 clusters Score -1.150494e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 5276 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7714 members 
Mstep: Class 5 contains 11967 members 
Mstep: Class 6 contains 58958 members 
Mstep: Class 7 contains 9634 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 83917 members 
Mstep: Class 10 contains 7909 members 
Mstep: Class 11 contains 1390 members 
Mstep: Class 12 contains 8631 members 
Mstep: Class 13 contains 19803 members 
Mstep: Class 14 contains 8951 members 
Mstep: Class 15 contains 9666 members 
Mstep: Class 16 contains 45793 members 
Mstep: Class 17 contains 21619 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 18485 members 
Mstep: Class 20 contains 601 members 
Mstep: Class 21 contains 87128 members 
Mstep: Class 22 contains 34482 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 78872 members 
Mstep: Class 25 contains 7028 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 17053 members 
Mstep: Class 28 contains 8566 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64875 members 
Mstep: Class 31 contains 14261 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 11443 members 
Mstep: Class 34 contains 4496 members 
Mstep: Class 35 contains 5950 members 
Mstep: Class 36 contains 4701 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2625 members 
Mstep: Class 39 contains 20114 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 46179 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 2308 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 3705 members 
Mstep: Class 46 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049904.000000 Penalty: 155103.640625
Iteration 122Q: 47 clusters Score -1.150499e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 11966 members 
Mstep: Class 6 contains 58762 members 
Mstep: Class 7 contains 9623 members 
Mstep: Class 8 contains 4378 members 
Mstep: Class 9 contains 83641 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 12 contains 8623 members 
Mstep: Class 13 contains 19792 members 
Mstep: Class 14 contains 8980 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 45706 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 18503 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87185 members 
Mstep: Class 22 contains 34551 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 78844 members 
Mstep: Class 25 contains 7504 members 
Mstep: Class 26 contains 4957 members 
Mstep: Class 27 contains 17060 members 
Mstep: Class 28 contains 8555 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64757 members 
Mstep: Class 31 contains 14281 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 11433 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 5953 members 
Mstep: Class 36 contains 4712 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2630 members 
Mstep: Class 39 contains 19750 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 46541 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 2313 members 
Mstep: Class 44 contains 6147 members 
Mstep: Class 45 contains 3861 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050328.000000 Penalty: 155103.640625
Iteration 123Q: 47 clusters Score -1.150503e+08 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 11969 members 
Mstep: Class 6 contains 58595 members 
Mstep: Class 7 contains 9610 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 83362 members 
Mstep: Class 10 contains 7903 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 12 contains 8615 members 
Mstep: Class 13 contains 19792 members 
Mstep: Class 14 contains 9022 members 
Mstep: Class 15 contains 9662 members 
Mstep: Class 16 contains 45633 members 
Mstep: Class 17 contains 21600 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 18516 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87248 members 
Mstep: Class 22 contains 34620 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 78819 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 4908 members 
Mstep: Class 27 contains 17068 members 
Mstep: Class 28 contains 8546 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64667 members 
Mstep: Class 31 contains 14298 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 11423 members 
Mstep: Class 34 contains 4513 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4720 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2634 members 
Mstep: Class 39 contains 19394 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 46871 members 
Mstep: Class 42 contains 11034 members 
Mstep: Class 43 contains 2319 members 
Mstep: Class 44 contains 6152 members 
Mstep: Class 45 contains 3996 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050616.000000 Penalty: 155103.640625
Iteration 124Q: 47 clusters Score -1.150506e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 5261 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 11972 members 
Mstep: Class 6 contains 58466 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 83075 members 
Mstep: Class 10 contains 7905 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 19782 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 9663 members 
Mstep: Class 16 contains 45567 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 18540 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87306 members 
Mstep: Class 22 contains 34689 members 
Mstep: Class 23 contains 5056 members 
Mstep: Class 24 contains 78790 members 
Mstep: Class 25 contains 8430 members 
Mstep: Class 26 contains 4870 members 
Mstep: Class 27 contains 17066 members 
Mstep: Class 28 contains 8533 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64586 members 
Mstep: Class 31 contains 14320 members 
Mstep: Class 32 contains 2982 members 
Mstep: Class 33 contains 11420 members 
Mstep: Class 34 contains 4520 members 
Mstep: Class 35 contains 5951 members 
Mstep: Class 36 contains 4731 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2639 members 
Mstep: Class 39 contains 18992 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 47169 members 
Mstep: Class 42 contains 11035 members 
Mstep: Class 43 contains 2322 members 
Mstep: Class 44 contains 6158 members 
Mstep: Class 45 contains 4137 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051216.000000 Penalty: 155103.640625
Iteration 125Q: 47 clusters Score -1.150512e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7660 members 
Mstep: Class 5 contains 11972 members 
Mstep: Class 6 contains 58354 members 
Mstep: Class 7 contains 9569 members 
Mstep: Class 8 contains 4241 members 
Mstep: Class 9 contains 82803 members 
Mstep: Class 10 contains 7902 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 19763 members 
Mstep: Class 14 contains 9117 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 45501 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 18558 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87358 members 
Mstep: Class 22 contains 34731 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 78787 members 
Mstep: Class 25 contains 8883 members 
Mstep: Class 26 contains 4835 members 
Mstep: Class 27 contains 17070 members 
Mstep: Class 28 contains 8524 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64516 members 
Mstep: Class 31 contains 14330 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11416 members 
Mstep: Class 34 contains 4525 members 
Mstep: Class 35 contains 5951 members 
Mstep: Class 36 contains 4741 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2640 members 
Mstep: Class 39 contains 18638 members 
Mstep: Class 40 contains 1794 members 
Mstep: Class 41 contains 47439 members 
Mstep: Class 42 contains 11033 members 
Mstep: Class 43 contains 2325 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4270 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051728.000000 Penalty: 155103.640625
Iteration 126Q: 47 clusters Score -1.150517e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 5264 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 11971 members 
Mstep: Class 6 contains 58245 members 
Mstep: Class 7 contains 9556 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 82505 members 
Mstep: Class 10 contains 7902 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 19746 members 
Mstep: Class 14 contains 9161 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 45433 members 
Mstep: Class 17 contains 21610 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 18573 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87420 members 
Mstep: Class 22 contains 34796 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 78785 members 
Mstep: Class 25 contains 9308 members 
Mstep: Class 26 contains 4808 members 
Mstep: Class 27 contains 17077 members 
Mstep: Class 28 contains 8513 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64478 members 
Mstep: Class 31 contains 14341 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 4535 members 
Mstep: Class 35 contains 5949 members 
Mstep: Class 36 contains 4745 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2644 members 
Mstep: Class 39 contains 18311 members 
Mstep: Class 40 contains 1796 members 
Mstep: Class 41 contains 47684 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4368 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051992.000000 Penalty: 155103.640625
Iteration 127Q: 47 clusters Score -1.15052e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 5261 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7598 members 
Mstep: Class 5 contains 11974 members 
Mstep: Class 6 contains 58151 members 
Mstep: Class 7 contains 9545 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 82245 members 
Mstep: Class 10 contains 7901 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 19732 members 
Mstep: Class 14 contains 9212 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 21600 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 18600 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87477 members 
Mstep: Class 22 contains 34875 members 
Mstep: Class 23 contains 5074 members 
Mstep: Class 24 contains 78792 members 
Mstep: Class 25 contains 9658 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 17082 members 
Mstep: Class 28 contains 8493 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64445 members 
Mstep: Class 31 contains 14351 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 4540 members 
Mstep: Class 35 contains 5949 members 
Mstep: Class 36 contains 4748 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2650 members 
Mstep: Class 39 contains 18024 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 47904 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4461 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052224.000000 Penalty: 155103.640625
Iteration 128Q: 47 clusters Score -1.150522e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 5244 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7589 members 
Mstep: Class 5 contains 11975 members 
Mstep: Class 6 contains 58069 members 
Mstep: Class 7 contains 9527 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 82021 members 
Mstep: Class 10 contains 7895 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 19719 members 
Mstep: Class 14 contains 9266 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 45255 members 
Mstep: Class 17 contains 21601 members 
Mstep: Class 18 contains 774 members 
Mstep: Class 19 contains 18616 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87516 members 
Mstep: Class 22 contains 34928 members 
Mstep: Class 23 contains 5078 members 
Mstep: Class 24 contains 78803 members 
Mstep: Class 25 contains 9938 members 
Mstep: Class 26 contains 4770 members 
Mstep: Class 27 contains 17089 members 
Mstep: Class 28 contains 8469 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64429 members 
Mstep: Class 31 contains 14365 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11377 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5949 members 
Mstep: Class 36 contains 4752 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2656 members 
Mstep: Class 39 contains 17817 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 48113 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2327 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4538 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052296.000000 Penalty: 155103.640625
Iteration 129Q: 47 clusters Score -1.150523e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 5233 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7586 members 
Mstep: Class 5 contains 11973 members 
Mstep: Class 6 contains 57970 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 81834 members 
Mstep: Class 10 contains 7892 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8586 members 
Mstep: Class 13 contains 19698 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 45165 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 18621 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87567 members 
Mstep: Class 22 contains 34981 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 78798 members 
Mstep: Class 25 contains 10186 members 
Mstep: Class 26 contains 4760 members 
Mstep: Class 27 contains 17091 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64411 members 
Mstep: Class 31 contains 14377 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11361 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5950 members 
Mstep: Class 36 contains 4760 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2660 members 
Mstep: Class 39 contains 17638 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 48310 members 
Mstep: Class 42 contains 11031 members 
Mstep: Class 43 contains 2326 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4596 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052400.000000 Penalty: 155103.640625
Iteration 130Q: 47 clusters Score -1.150524e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 11975 members 
Mstep: Class 6 contains 57909 members 
Mstep: Class 7 contains 9492 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 81655 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 19677 members 
Mstep: Class 14 contains 9369 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 45082 members 
Mstep: Class 17 contains 21601 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87620 members 
Mstep: Class 22 contains 35028 members 
Mstep: Class 23 contains 5084 members 
Mstep: Class 24 contains 78785 members 
Mstep: Class 25 contains 10390 members 
Mstep: Class 26 contains 4745 members 
Mstep: Class 27 contains 17090 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64383 members 
Mstep: Class 31 contains 14394 members 
Mstep: Class 32 contains 2980 members 
Mstep: Class 33 contains 11350 members 
Mstep: Class 34 contains 4551 members 
Mstep: Class 35 contains 5951 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2667 members 
Mstep: Class 39 contains 17483 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 48478 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4646 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052560.000000 Penalty: 155103.640625
Iteration 131Q: 47 clusters Score -1.150526e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 5225 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7568 members 
Mstep: Class 5 contains 11976 members 
Mstep: Class 6 contains 57846 members 
Mstep: Class 7 contains 9486 members 
Mstep: Class 8 contains 4183 members 
Mstep: Class 9 contains 81476 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 1401 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 19664 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 45019 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 18657 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87671 members 
Mstep: Class 22 contains 35068 members 
Mstep: Class 23 contains 5085 members 
Mstep: Class 24 contains 78780 members 
Mstep: Class 25 contains 10562 members 
Mstep: Class 26 contains 4726 members 
Mstep: Class 27 contains 17091 members 
Mstep: Class 28 contains 8410 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64370 members 
Mstep: Class 31 contains 14409 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 11338 members 
Mstep: Class 34 contains 4552 members 
Mstep: Class 35 contains 5952 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2678 members 
Mstep: Class 39 contains 17343 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 48653 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4686 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052552.000000 Penalty: 155103.640625
Iteration 132Q: 47 clusters Score -1.150526e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7565 members 
Mstep: Class 5 contains 11979 members 
Mstep: Class 6 contains 57809 members 
Mstep: Class 7 contains 9482 members 
Mstep: Class 8 contains 4179 members 
Mstep: Class 9 contains 81287 members 
Mstep: Class 10 contains 7889 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 19649 members 
Mstep: Class 14 contains 9430 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 44938 members 
Mstep: Class 17 contains 21607 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 18678 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87722 members 
Mstep: Class 22 contains 35096 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78775 members 
Mstep: Class 25 contains 10689 members 
Mstep: Class 26 contains 4711 members 
Mstep: Class 27 contains 17094 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64344 members 
Mstep: Class 31 contains 14419 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11331 members 
Mstep: Class 34 contains 4551 members 
Mstep: Class 35 contains 5953 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2686 members 
Mstep: Class 39 contains 17245 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 48831 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 2331 members 
Mstep: Class 44 contains 6158 members 
Mstep: Class 45 contains 4730 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052824.000000 Penalty: 155103.640625
Iteration 133Q: 47 clusters Score -1.150528e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 5213 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 11976 members 
Mstep: Class 6 contains 57776 members 
Mstep: Class 7 contains 9479 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 81090 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 19635 members 
Mstep: Class 14 contains 9453 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 44864 members 
Mstep: Class 17 contains 21614 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 18690 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87773 members 
Mstep: Class 22 contains 35135 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 78782 members 
Mstep: Class 25 contains 10775 members 
Mstep: Class 26 contains 4678 members 
Mstep: Class 27 contains 17095 members 
Mstep: Class 28 contains 8396 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64324 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 32 contains 2978 members 
Mstep: Class 33 contains 11329 members 
Mstep: Class 34 contains 4551 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4762 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2688 members 
Mstep: Class 39 contains 17176 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 49024 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 6158 members 
Mstep: Class 45 contains 4764 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052896.000000 Penalty: 155103.640625
Iteration 134Q: 47 clusters Score -1.150529e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 5210 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7562 members 
Mstep: Class 5 contains 11980 members 
Mstep: Class 6 contains 57758 members 
Mstep: Class 7 contains 9470 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 80917 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 19619 members 
Mstep: Class 14 contains 9484 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 44806 members 
Mstep: Class 17 contains 21611 members 
Mstep: Class 18 contains 761 members 
Mstep: Class 19 contains 18710 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87825 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 5098 members 
Mstep: Class 24 contains 78774 members 
Mstep: Class 25 contains 10849 members 
Mstep: Class 26 contains 4654 members 
Mstep: Class 27 contains 17097 members 
Mstep: Class 28 contains 8375 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64320 members 
Mstep: Class 31 contains 14430 members 
Mstep: Class 32 contains 2979 members 
Mstep: Class 33 contains 11321 members 
Mstep: Class 34 contains 4549 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4761 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2691 members 
Mstep: Class 39 contains 17107 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49184 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 2330 members 
Mstep: Class 44 contains 6159 members 
Mstep: Class 45 contains 4801 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052960.000000 Penalty: 155103.640625
Iteration 135Q: 47 clusters Score -1.15053e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7554 members 
Mstep: Class 5 contains 11980 members 
Mstep: Class 6 contains 57754 members 
Mstep: Class 7 contains 9461 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 80745 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 19604 members 
Mstep: Class 14 contains 9506 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 44733 members 
Mstep: Class 17 contains 21612 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 18720 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87875 members 
Mstep: Class 22 contains 35205 members 
Mstep: Class 23 contains 5095 members 
Mstep: Class 24 contains 78758 members 
Mstep: Class 25 contains 10913 members 
Mstep: Class 26 contains 4630 members 
Mstep: Class 27 contains 17100 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64334 members 
Mstep: Class 31 contains 14436 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 11308 members 
Mstep: Class 34 contains 4547 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4762 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2695 members 
Mstep: Class 39 contains 17054 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49363 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4826 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052864.000000 Penalty: 155103.640625
Iteration 136Q: 47 clusters Score -1.150529e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7550 members 
Mstep: Class 5 contains 11982 members 
Mstep: Class 6 contains 57736 members 
Mstep: Class 7 contains 9451 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 80581 members 
Mstep: Class 10 contains 7887 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 19596 members 
Mstep: Class 14 contains 9528 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 44671 members 
Mstep: Class 17 contains 21613 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 18730 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87927 members 
Mstep: Class 22 contains 35256 members 
Mstep: Class 23 contains 5090 members 
Mstep: Class 24 contains 78747 members 
Mstep: Class 25 contains 10979 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 8359 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64328 members 
Mstep: Class 31 contains 14442 members 
Mstep: Class 32 contains 2981 members 
Mstep: Class 33 contains 11298 members 
Mstep: Class 34 contains 4548 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4760 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2701 members 
Mstep: Class 39 contains 17011 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49514 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4850 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052728.000000 Penalty: 155103.640625
Iteration 137Q: 47 clusters Score -1.150527e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 5201 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 57735 members 
Mstep: Class 7 contains 9448 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 80436 members 
Mstep: Class 10 contains 7887 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 19585 members 
Mstep: Class 14 contains 9548 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44612 members 
Mstep: Class 17 contains 21607 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 18738 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 87959 members 
Mstep: Class 22 contains 35309 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 78737 members 
Mstep: Class 25 contains 11029 members 
Mstep: Class 26 contains 4590 members 
Mstep: Class 27 contains 17103 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64312 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2984 members 
Mstep: Class 33 contains 11294 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4758 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2698 members 
Mstep: Class 39 contains 16968 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49676 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4866 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052960.000000 Penalty: 155103.640625
Iteration 138Q: 47 clusters Score -1.15053e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 11981 members 
Mstep: Class 6 contains 57739 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 80302 members 
Mstep: Class 10 contains 7885 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8570 members 
Mstep: Class 13 contains 19577 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44549 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 18755 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88003 members 
Mstep: Class 22 contains 35355 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 78727 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 4574 members 
Mstep: Class 27 contains 17106 members 
Mstep: Class 28 contains 8345 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64308 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 11292 members 
Mstep: Class 34 contains 4545 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4757 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2701 members 
Mstep: Class 39 contains 16936 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49808 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 2329 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4884 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053064.000000 Penalty: 155103.640625
Iteration 139Q: 47 clusters Score -1.150531e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7505 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 57739 members 
Mstep: Class 7 contains 9434 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 80166 members 
Mstep: Class 10 contains 7883 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 19572 members 
Mstep: Class 14 contains 9608 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44482 members 
Mstep: Class 17 contains 21595 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 18765 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88053 members 
Mstep: Class 22 contains 35392 members 
Mstep: Class 23 contains 5080 members 
Mstep: Class 24 contains 78718 members 
Mstep: Class 25 contains 11090 members 
Mstep: Class 26 contains 4552 members 
Mstep: Class 27 contains 17112 members 
Mstep: Class 28 contains 8340 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64297 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2990 members 
Mstep: Class 33 contains 11295 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5954 members 
Mstep: Class 36 contains 4759 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2704 members 
Mstep: Class 39 contains 16918 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 49942 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4904 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053112.000000 Penalty: 155103.640625
Iteration 140F: 47 clusters Score -1.150531e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7494 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 57733 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 80041 members 
Mstep: Class 10 contains 7882 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 19569 members 
Mstep: Class 14 contains 9633 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 21588 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 18766 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88105 members 
Mstep: Class 22 contains 35431 members 
Mstep: Class 23 contains 5080 members 
Mstep: Class 24 contains 78707 members 
Mstep: Class 25 contains 11125 members 
Mstep: Class 26 contains 4529 members 
Mstep: Class 27 contains 17117 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64278 members 
Mstep: Class 31 contains 14464 members 
Mstep: Class 32 contains 2989 members 
Mstep: Class 33 contains 11283 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5950 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2708 members 
Mstep: Class 39 contains 16892 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50069 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 2328 members 
Mstep: Class 44 contains 6160 members 
Mstep: Class 45 contains 4971 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053232.000000 Penalty: 155103.640625
Iteration 141Q: 47 clusters Score -1.150532e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7495 members 
Mstep: Class 5 contains 11983 members 
Mstep: Class 6 contains 57714 members 
Mstep: Class 7 contains 9428 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 79921 members 
Mstep: Class 10 contains 7881 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8556 members 
Mstep: Class 13 contains 19564 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44356 members 
Mstep: Class 17 contains 21585 members 
Mstep: Class 18 contains 732 members 
Mstep: Class 19 contains 18779 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88150 members 
Mstep: Class 22 contains 35462 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 78684 members 
Mstep: Class 25 contains 11155 members 
Mstep: Class 26 contains 4515 members 
Mstep: Class 27 contains 17118 members 
Mstep: Class 28 contains 8323 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64269 members 
Mstep: Class 31 contains 14474 members 
Mstep: Class 32 contains 2995 members 
Mstep: Class 33 contains 11274 members 
Mstep: Class 34 contains 4539 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2715 members 
Mstep: Class 39 contains 16863 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50211 members 
Mstep: Class 42 contains 11041 members 
Mstep: Class 43 contains 2332 members 
Mstep: Class 44 contains 6161 members 
Mstep: Class 45 contains 5014 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053464.000000 Penalty: 155103.640625
Iteration 142Q: 47 clusters Score -1.150535e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 5200 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 11984 members 
Mstep: Class 6 contains 57712 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 4058 members 
Mstep: Class 9 contains 79810 members 
Mstep: Class 10 contains 7877 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8553 members 
Mstep: Class 13 contains 19555 members 
Mstep: Class 14 contains 9708 members 
Mstep: Class 15 contains 9658 members 
Mstep: Class 16 contains 44298 members 
Mstep: Class 17 contains 21582 members 
Mstep: Class 18 contains 727 members 
Mstep: Class 19 contains 18792 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88194 members 
Mstep: Class 22 contains 35491 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 78671 members 
Mstep: Class 25 contains 11173 members 
Mstep: Class 26 contains 4500 members 
Mstep: Class 27 contains 17116 members 
Mstep: Class 28 contains 8308 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64251 members 
Mstep: Class 31 contains 14482 members 
Mstep: Class 32 contains 2997 members 
Mstep: Class 33 contains 11268 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5942 members 
Mstep: Class 36 contains 4761 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2721 members 
Mstep: Class 39 contains 16834 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50358 members 
Mstep: Class 42 contains 11043 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 6161 members 
Mstep: Class 45 contains 5036 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053528.000000 Penalty: 155103.640625
Iteration 143Q: 47 clusters Score -1.150535e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 5203 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7473 members 
Mstep: Class 5 contains 11988 members 
Mstep: Class 6 contains 57712 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 79682 members 
Mstep: Class 10 contains 7875 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8546 members 
Mstep: Class 13 contains 19551 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 9657 members 
Mstep: Class 16 contains 44235 members 
Mstep: Class 17 contains 21584 members 
Mstep: Class 18 contains 726 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88233 members 
Mstep: Class 22 contains 35516 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 78660 members 
Mstep: Class 25 contains 11194 members 
Mstep: Class 26 contains 4484 members 
Mstep: Class 27 contains 17116 members 
Mstep: Class 28 contains 8294 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64242 members 
Mstep: Class 31 contains 14487 members 
Mstep: Class 32 contains 2995 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5942 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2726 members 
Mstep: Class 39 contains 16815 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50491 members 
Mstep: Class 42 contains 11043 members 
Mstep: Class 43 contains 2335 members 
Mstep: Class 44 contains 6161 members 
Mstep: Class 45 contains 5053 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053368.000000 Penalty: 155103.640625
Iteration 144Q: 47 clusters Score -1.150534e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7451 members 
Mstep: Class 5 contains 11989 members 
Mstep: Class 6 contains 57708 members 
Mstep: Class 7 contains 9405 members 
Mstep: Class 8 contains 4045 members 
Mstep: Class 9 contains 79567 members 
Mstep: Class 10 contains 7872 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 19547 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 44173 members 
Mstep: Class 17 contains 21574 members 
Mstep: Class 18 contains 717 members 
Mstep: Class 19 contains 18822 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88266 members 
Mstep: Class 22 contains 35546 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 78651 members 
Mstep: Class 25 contains 11221 members 
Mstep: Class 26 contains 4468 members 
Mstep: Class 27 contains 17114 members 
Mstep: Class 28 contains 8276 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64229 members 
Mstep: Class 31 contains 14492 members 
Mstep: Class 32 contains 2999 members 
Mstep: Class 33 contains 11260 members 
Mstep: Class 34 contains 4543 members 
Mstep: Class 35 contains 5943 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2732 members 
Mstep: Class 39 contains 16803 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50644 members 
Mstep: Class 42 contains 11044 members 
Mstep: Class 43 contains 2338 members 
Mstep: Class 44 contains 6161 members 
Mstep: Class 45 contains 5062 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053664.000000 Penalty: 155103.640625
Iteration 145Q: 47 clusters Score -1.150537e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 5199 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7450 members 
Mstep: Class 5 contains 11988 members 
Mstep: Class 6 contains 57699 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 79464 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 19538 members 
Mstep: Class 14 contains 9831 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 44116 members 
Mstep: Class 17 contains 21574 members 
Mstep: Class 18 contains 707 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88296 members 
Mstep: Class 22 contains 35568 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 78629 members 
Mstep: Class 25 contains 11243 members 
Mstep: Class 26 contains 4450 members 
Mstep: Class 27 contains 17116 members 
Mstep: Class 28 contains 8263 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64208 members 
Mstep: Class 31 contains 14494 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 11261 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 4763 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2740 members 
Mstep: Class 39 contains 16798 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50785 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 2345 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053664.000000 Penalty: 155103.640625
Iteration 146Q: 47 clusters Score -1.150537e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 5197 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7443 members 
Mstep: Class 5 contains 11987 members 
Mstep: Class 6 contains 57701 members 
Mstep: Class 7 contains 9372 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 79361 members 
Mstep: Class 10 contains 7870 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8537 members 
Mstep: Class 13 contains 19530 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 9656 members 
Mstep: Class 16 contains 44060 members 
Mstep: Class 17 contains 21573 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88324 members 
Mstep: Class 22 contains 35593 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 78622 members 
Mstep: Class 25 contains 11263 members 
Mstep: Class 26 contains 4442 members 
Mstep: Class 27 contains 17118 members 
Mstep: Class 28 contains 8254 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64191 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3011 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 4764 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2744 members 
Mstep: Class 39 contains 16787 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 50908 members 
Mstep: Class 42 contains 11047 members 
Mstep: Class 43 contains 2346 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5078 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053528.000000 Penalty: 155103.640625
Iteration 147Q: 47 clusters Score -1.150535e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7434 members 
Mstep: Class 5 contains 11988 members 
Mstep: Class 6 contains 57701 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 79301 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 19518 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 44003 members 
Mstep: Class 17 contains 21567 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 18846 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88344 members 
Mstep: Class 22 contains 35622 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 78607 members 
Mstep: Class 25 contains 11282 members 
Mstep: Class 26 contains 4436 members 
Mstep: Class 27 contains 17116 members 
Mstep: Class 28 contains 8236 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64171 members 
Mstep: Class 31 contains 14495 members 
Mstep: Class 32 contains 3018 members 
Mstep: Class 33 contains 11261 members 
Mstep: Class 34 contains 4545 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2745 members 
Mstep: Class 39 contains 16778 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51008 members 
Mstep: Class 42 contains 11047 members 
Mstep: Class 43 contains 2347 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5080 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053416.000000 Penalty: 155103.640625
Iteration 148Q: 47 clusters Score -1.150534e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7416 members 
Mstep: Class 5 contains 11994 members 
Mstep: Class 6 contains 57701 members 
Mstep: Class 7 contains 9355 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 79229 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 19513 members 
Mstep: Class 14 contains 9932 members 
Mstep: Class 15 contains 9664 members 
Mstep: Class 16 contains 43954 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 682 members 
Mstep: Class 19 contains 18848 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88365 members 
Mstep: Class 22 contains 35669 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 78600 members 
Mstep: Class 25 contains 11297 members 
Mstep: Class 26 contains 4430 members 
Mstep: Class 27 contains 17117 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64149 members 
Mstep: Class 31 contains 14497 members 
Mstep: Class 32 contains 3018 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 5946 members 
Mstep: Class 36 contains 4765 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 16774 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51089 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 2348 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5084 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053640.000000 Penalty: 155103.640625
Iteration 149Q: 47 clusters Score -1.150536e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 11997 members 
Mstep: Class 6 contains 57706 members 
Mstep: Class 7 contains 9335 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 79150 members 
Mstep: Class 10 contains 7868 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8533 members 
Mstep: Class 13 contains 19507 members 
Mstep: Class 14 contains 9965 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 43899 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 677 members 
Mstep: Class 19 contains 18850 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88384 members 
Mstep: Class 22 contains 35719 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 78592 members 
Mstep: Class 25 contains 11299 members 
Mstep: Class 26 contains 4426 members 
Mstep: Class 27 contains 17117 members 
Mstep: Class 28 contains 8213 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64140 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 32 contains 3019 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 5946 members 
Mstep: Class 36 contains 4767 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 16773 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51181 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 2349 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5086 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053456.000000 Penalty: 155103.640625
Iteration 150Q: 47 clusters Score -1.150535e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7395 members 
Mstep: Class 5 contains 12002 members 
Mstep: Class 6 contains 57709 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 79075 members 
Mstep: Class 10 contains 7867 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8531 members 
Mstep: Class 13 contains 19504 members 
Mstep: Class 14 contains 9998 members 
Mstep: Class 15 contains 9665 members 
Mstep: Class 16 contains 43848 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 674 members 
Mstep: Class 19 contains 18852 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88405 members 
Mstep: Class 22 contains 35753 members 
Mstep: Class 23 contains 5075 members 
Mstep: Class 24 contains 78584 members 
Mstep: Class 25 contains 11304 members 
Mstep: Class 26 contains 4420 members 
Mstep: Class 27 contains 17116 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64139 members 
Mstep: Class 31 contains 14502 members 
Mstep: Class 32 contains 3017 members 
Mstep: Class 33 contains 11270 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 5946 members 
Mstep: Class 36 contains 4768 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 16772 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51256 members 
Mstep: Class 42 contains 11047 members 
Mstep: Class 43 contains 2348 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5087 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053392.000000 Penalty: 155103.640625
Iteration 151Q: 47 clusters Score -1.150534e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 12007 members 
Mstep: Class 6 contains 57712 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 79023 members 
Mstep: Class 10 contains 7865 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8529 members 
Mstep: Class 13 contains 19500 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 9667 members 
Mstep: Class 16 contains 43809 members 
Mstep: Class 17 contains 21569 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 18852 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88419 members 
Mstep: Class 22 contains 35796 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 78579 members 
Mstep: Class 25 contains 11308 members 
Mstep: Class 26 contains 4414 members 
Mstep: Class 27 contains 17113 members 
Mstep: Class 28 contains 8172 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64131 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 3010 members 
Mstep: Class 33 contains 11276 members 
Mstep: Class 34 contains 4547 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2748 members 
Mstep: Class 39 contains 16773 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51312 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 2347 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5089 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053384.000000 Penalty: 155103.640625
Iteration 152Q: 47 clusters Score -1.150534e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7393 members 
Mstep: Class 5 contains 12013 members 
Mstep: Class 6 contains 57713 members 
Mstep: Class 7 contains 9313 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 78987 members 
Mstep: Class 10 contains 7862 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8527 members 
Mstep: Class 13 contains 19497 members 
Mstep: Class 14 contains 10068 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 43777 members 
Mstep: Class 17 contains 21566 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88425 members 
Mstep: Class 22 contains 35816 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 78574 members 
Mstep: Class 25 contains 11312 members 
Mstep: Class 26 contains 4414 members 
Mstep: Class 27 contains 17111 members 
Mstep: Class 28 contains 8154 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64120 members 
Mstep: Class 31 contains 14499 members 
Mstep: Class 32 contains 3006 members 
Mstep: Class 33 contains 11280 members 
Mstep: Class 34 contains 4547 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4769 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2749 members 
Mstep: Class 39 contains 16767 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51364 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 2346 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5090 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053384.000000 Penalty: 155103.640625
Iteration 153Q: 47 clusters Score -1.150534e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 12017 members 
Mstep: Class 6 contains 57720 members 
Mstep: Class 7 contains 9302 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 7861 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 19489 members 
Mstep: Class 14 contains 10095 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 43743 members 
Mstep: Class 17 contains 21566 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88434 members 
Mstep: Class 22 contains 35840 members 
Mstep: Class 23 contains 5079 members 
Mstep: Class 24 contains 78574 members 
Mstep: Class 25 contains 11317 members 
Mstep: Class 26 contains 4413 members 
Mstep: Class 27 contains 17113 members 
Mstep: Class 28 contains 8145 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64122 members 
Mstep: Class 31 contains 14501 members 
Mstep: Class 32 contains 3003 members 
Mstep: Class 33 contains 11274 members 
Mstep: Class 34 contains 4548 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2750 members 
Mstep: Class 39 contains 16762 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 51410 members 
Mstep: Class 42 contains 11052 members 
Mstep: Class 43 contains 2346 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5093 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053512.000000 Penalty: 155103.640625
Iteration 154Q: 47 clusters Score -1.150535e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7375 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 57727 members 
Mstep: Class 7 contains 9295 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 78904 members 
Mstep: Class 10 contains 7860 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19483 members 
Mstep: Class 14 contains 10120 members 
Mstep: Class 15 contains 9669 members 
Mstep: Class 16 contains 43713 members 
Mstep: Class 17 contains 21566 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18875 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88441 members 
Mstep: Class 22 contains 35853 members 
Mstep: Class 23 contains 5080 members 
Mstep: Class 24 contains 78569 members 
Mstep: Class 25 contains 11318 members 
Mstep: Class 26 contains 4412 members 
Mstep: Class 27 contains 17113 members 
Mstep: Class 28 contains 8142 members 
Mstep: Class 29 contains 224 members 
Mstep: Class 30 contains 64125 members 
Mstep: Class 31 contains 14503 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 11268 members 
Mstep: Class 34 contains 4546 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4770 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2753 members 
Mstep: Class 39 contains 16750 members 
Mstep: Class 40 contains 1809 members 
Mstep: Class 41 contains 51464 members 
Mstep: Class 42 contains 11052 members 
Mstep: Class 43 contains 2347 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5095 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053376.000000 Penalty: 155103.640625
Iteration 155Q: 47 clusters Score -1.150534e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 5183 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7363 members 
Mstep: Class 5 contains 12014 members 
Mstep: Class 6 contains 57735 members 
Mstep: Class 7 contains 9287 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 78862 members 
Mstep: Class 10 contains 7859 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19474 members 
Mstep: Class 14 contains 10140 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 21562 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18883 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88450 members 
Mstep: Class 22 contains 35882 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 78571 members 
Mstep: Class 25 contains 11324 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17112 members 
Mstep: Class 28 contains 8130 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64126 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3002 members 
Mstep: Class 33 contains 11263 members 
Mstep: Class 34 contains 4545 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4772 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2763 members 
Mstep: Class 39 contains 16739 members 
Mstep: Class 40 contains 1809 members 
Mstep: Class 41 contains 51513 members 
Mstep: Class 42 contains 11051 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5099 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053352.000000 Penalty: 155103.640625
Iteration 156Q: 47 clusters Score -1.150534e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7358 members 
Mstep: Class 5 contains 12015 members 
Mstep: Class 6 contains 57739 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78814 members 
Mstep: Class 10 contains 7858 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19470 members 
Mstep: Class 14 contains 10161 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 21554 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18889 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88459 members 
Mstep: Class 22 contains 35901 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 78574 members 
Mstep: Class 25 contains 11326 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 17112 members 
Mstep: Class 28 contains 8113 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64121 members 
Mstep: Class 31 contains 14508 members 
Mstep: Class 32 contains 3001 members 
Mstep: Class 33 contains 11258 members 
Mstep: Class 34 contains 4544 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4774 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2765 members 
Mstep: Class 39 contains 16737 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51564 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6163 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053480.000000 Penalty: 155103.640625
Iteration 157Q: 47 clusters Score -1.150535e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 57741 members 
Mstep: Class 7 contains 9274 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78758 members 
Mstep: Class 10 contains 7857 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8519 members 
Mstep: Class 13 contains 19465 members 
Mstep: Class 14 contains 10185 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 43630 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88478 members 
Mstep: Class 22 contains 35920 members 
Mstep: Class 23 contains 5087 members 
Mstep: Class 24 contains 78569 members 
Mstep: Class 25 contains 11329 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 17111 members 
Mstep: Class 28 contains 8098 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64119 members 
Mstep: Class 31 contains 14507 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11255 members 
Mstep: Class 34 contains 4543 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2769 members 
Mstep: Class 39 contains 16737 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51614 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6164 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053312.000000 Penalty: 155103.640625
Iteration 158Q: 47 clusters Score -1.150533e+08 nChanged 210
Entering ConstructFrom: 
Score: -115053312.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (28085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Entering Unmasked Estep 
Score: -4190976.750000 Penalty: 2540.261719
	Iteration 0F: 2 clusters Score -4190977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4171868.250000 Penalty: 5080.523438
	Iteration 0F: 3 clusters Score -4171868 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4178618.000000 Penalty: 5080.523438
	Iteration 1F: 3 clusters Score -4178618 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -4179134.250000 Penalty: 5080.523438
	Iteration 2Q: 3 clusters Score -4179134 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4179699.000000 Penalty: 5080.523438
	Iteration 3Q: 3 clusters Score -4179699 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -4180442.750000 Penalty: 5080.523438
	Iteration 4F: 3 clusters Score -4180443 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4181436.500000 Penalty: 5080.523438
	Iteration 5F: 3 clusters Score -4181436 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4182721.250000 Penalty: 5080.523438
	Iteration 6F: 3 clusters Score -4182721 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -4184163.750000 Penalty: 5080.523438
	Iteration 7F: 3 clusters Score -4184164 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -4185503.500000 Penalty: 5080.523438
	Iteration 8F: 3 clusters Score -4185504 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4186541.250000 Penalty: 5080.523438
	Iteration 9Q: 3 clusters Score -4186541 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4187268.750000 Penalty: 5080.523438
	Iteration 10Q: 3 clusters Score -4187269 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4187770.750000 Penalty: 5080.523438
	Iteration 11Q: 3 clusters Score -4187771 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4188121.750000 Penalty: 5080.523438
	Iteration 12Q: 3 clusters Score -4188122 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4188366.000000 Penalty: 5080.523438
	Iteration 13Q: 3 clusters Score -4188366 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4188553.000000 Penalty: 5080.523438
	Iteration 14Q: 3 clusters Score -4188553 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4188658.000000 Penalty: 5080.523438
	Iteration 15Q: 3 clusters Score -4188658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4188718.000000 Penalty: 5080.523438
	Iteration 16Q: 3 clusters Score -4188718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4188749.000000 Penalty: 5080.523438
	Iteration 17Q: 3 clusters Score -4188749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4188782.750000 Penalty: 5080.523438
	Iteration 18Q: 3 clusters Score -4188783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4188816.000000 Penalty: 5080.523438
	Iteration 19Q: 3 clusters Score -4188816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4188832.000000 Penalty: 5080.523438
	Iteration 20F: 3 clusters Score -4188832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4188857.000000 Penalty: 5080.523438
	Iteration 21Q: 3 clusters Score -4188857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4188866.000000 Penalty: 5080.523438
	Iteration 22Q: 3 clusters Score -4188866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4188876.500000 Penalty: 5080.523438
	Iteration 23Q: 3 clusters Score -4188876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4188890.250000 Penalty: 5080.523438
	Iteration 24Q: 3 clusters Score -4188890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4188900.250000 Penalty: 5080.523438
	Iteration 25Q: 3 clusters Score -4188900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4188913.000000 Penalty: 5080.523438
	Iteration 26Q: 3 clusters Score -4188913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4188913.250000 Penalty: 5080.523438
	Iteration 27Q: 3 clusters Score -4188913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4188918.000000 Penalty: 5080.523438
	Iteration 28Q: 3 clusters Score -4188918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4188919.750000 Penalty: 5080.523438
	Iteration 29Q: 3 clusters Score -4188920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4188929.000000 Penalty: 5080.523438
	Iteration 30Q: 3 clusters Score -4188929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4188929.750000 Penalty: 5080.523438
	Iteration 31Q: 3 clusters Score -4188930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4188932.250000 Penalty: 5080.523438
	Iteration 32Q: 3 clusters Score -4188932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4188937.250000 Penalty: 5080.523438
	Iteration 33Q: 3 clusters Score -4188937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4188938.250000 Penalty: 5080.523438
	Iteration 34Q: 3 clusters Score -4188938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4188939.500000 Penalty: 5080.523438
	Iteration 35Q: 3 clusters Score -4188940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4188943.500000 Penalty: 5080.523438
	Iteration 36Q: 3 clusters Score -4188944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4188942.750000 Penalty: 5080.523438
	Iteration 37Q: 3 clusters Score -4188943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4188943.000000 Penalty: 5080.523438
	Iteration 38Q: 3 clusters Score -4188943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4188948.500000 Penalty: 5080.523438
	Iteration 39Q: 3 clusters Score -4188948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4188947.500000 Penalty: 5080.523438
	Iteration 40F: 3 clusters Score -4188948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4188949.250000 Penalty: 5080.523438
	Iteration 41Q: 3 clusters Score -4188949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4188948.250000 Penalty: 5080.523438
	Iteration 42Q: 3 clusters Score -4188948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4188948.250000 Penalty: 5080.523438
	Iteration 43F: 3 clusters Score -4188948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -703196.312500 Penalty: 2120.603760
	Iteration 0F: 2 clusters Score -703196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -698695.937500 Penalty: 4241.207520
	Iteration 0F: 3 clusters Score -698695.9 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -700054.125000 Penalty: 4241.207520
	Iteration 1F: 3 clusters Score -700054.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -700486.562500 Penalty: 4241.207520
	Iteration 2F: 3 clusters Score -700486.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -700911.687500 Penalty: 4241.207520
	Iteration 3F: 3 clusters Score -700911.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -701356.437500 Penalty: 4241.207520
	Iteration 4F: 3 clusters Score -701356.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -701731.000000 Penalty: 4241.207520
	Iteration 5F: 3 clusters Score -701731 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -702012.437500 Penalty: 4241.207520
	Iteration 6F: 3 clusters Score -702012.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -702210.000000 Penalty: 4241.207520
	Iteration 7Q: 3 clusters Score -702210 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -702359.750000 Penalty: 4241.207520
	Iteration 8Q: 3 clusters Score -702359.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -702469.875000 Penalty: 4241.207520
	Iteration 9Q: 3 clusters Score -702469.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -702556.062500 Penalty: 4241.207520
	Iteration 10Q: 3 clusters Score -702556.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -702616.750000 Penalty: 4241.207520
	Iteration 11Q: 3 clusters Score -702616.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -702662.250000 Penalty: 4241.207520
	Iteration 12Q: 3 clusters Score -702662.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -702699.062500 Penalty: 4241.207520
	Iteration 13Q: 3 clusters Score -702699.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -702724.000000 Penalty: 4241.207520
	Iteration 14Q: 3 clusters Score -702724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -702739.750000 Penalty: 4241.207520
	Iteration 15Q: 3 clusters Score -702739.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -702760.875000 Penalty: 4241.207520
	Iteration 16Q: 3 clusters Score -702760.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -702781.250000 Penalty: 4241.207520
	Iteration 17Q: 3 clusters Score -702781.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -702792.625000 Penalty: 4241.207520
	Iteration 18Q: 3 clusters Score -702792.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -702802.187500 Penalty: 4241.207520
	Iteration 19Q: 3 clusters Score -702802.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -702812.000000 Penalty: 4241.207520
	Iteration 20F: 3 clusters Score -702812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -702834.375000 Penalty: 4241.207520
	Iteration 21Q: 3 clusters Score -702834.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -702860.937500 Penalty: 4241.207520
	Iteration 22Q: 3 clusters Score -702860.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -702879.250000 Penalty: 4241.207520
	Iteration 23Q: 3 clusters Score -702879.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -702890.187500 Penalty: 4241.207520
	Iteration 24Q: 3 clusters Score -702890.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -702897.500000 Penalty: 4241.207520
	Iteration 25Q: 3 clusters Score -702897.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -702908.250000 Penalty: 4241.207520
	Iteration 26Q: 3 clusters Score -702908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -702917.687500 Penalty: 4241.207520
	Iteration 27Q: 3 clusters Score -702917.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -702925.562500 Penalty: 4241.207520
	Iteration 28Q: 3 clusters Score -702925.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -702937.312500 Penalty: 4241.207520
	Iteration 29Q: 3 clusters Score -702937.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -702948.375000 Penalty: 4241.207520
	Iteration 30Q: 3 clusters Score -702948.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -702957.750000 Penalty: 4241.207520
	Iteration 31Q: 3 clusters Score -702957.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -702961.437500 Penalty: 4241.207520
	Iteration 32Q: 3 clusters Score -702961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -702963.500000 Penalty: 4241.207520
	Iteration 33Q: 3 clusters Score -702963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -702968.937500 Penalty: 4241.207520
	Iteration 34Q: 3 clusters Score -702968.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -702972.937500 Penalty: 4241.207520
	Iteration 35Q: 3 clusters Score -702972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -702978.562500 Penalty: 4241.207520
	Iteration 36Q: 3 clusters Score -702978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -702981.375000 Penalty: 4241.207520
	Iteration 37Q: 3 clusters Score -702981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -702986.312500 Penalty: 4241.207520
	Iteration 38Q: 3 clusters Score -702986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -702988.687500 Penalty: 4241.207520
	Iteration 39Q: 3 clusters Score -702988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -702992.437500 Penalty: 4241.207520
	Iteration 40F: 3 clusters Score -702992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -702998.562500 Penalty: 4241.207520
	Iteration 41Q: 3 clusters Score -702998.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -703003.062500 Penalty: 4241.207520
	Iteration 42Q: 3 clusters Score -703003.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -703005.437500 Penalty: 4241.207520
	Iteration 43Q: 3 clusters Score -703005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -703006.375000 Penalty: 4241.207520
	Iteration 44Q: 3 clusters Score -703006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -703009.937500 Penalty: 4241.207520
	Iteration 45Q: 3 clusters Score -703009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -703011.875000 Penalty: 4241.207520
	Iteration 46Q: 3 clusters Score -703011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -703013.125000 Penalty: 4241.207520
	Iteration 47Q: 3 clusters Score -703013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -703017.625000 Penalty: 4241.207520
	Iteration 48Q: 3 clusters Score -703017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -703021.937500 Penalty: 4241.207520
	Iteration 49Q: 3 clusters Score -703021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -703021.687500 Penalty: 4241.207520
	Iteration 50Q: 3 clusters Score -703021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -703026.562500 Penalty: 4241.207520
	Iteration 51Q: 3 clusters Score -703026.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -703032.875000 Penalty: 4241.207520
	Iteration 52Q: 3 clusters Score -703032.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -703040.937500 Penalty: 4241.207520
	Iteration 53Q: 3 clusters Score -703040.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -703044.250000 Penalty: 4241.207520
	Iteration 54Q: 3 clusters Score -703044.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -703048.187500 Penalty: 4241.207520
	Iteration 55Q: 3 clusters Score -703048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -703050.125000 Penalty: 4241.207520
	Iteration 56Q: 3 clusters Score -703050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -703052.687500 Penalty: 4241.207520
	Iteration 57Q: 3 clusters Score -703052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -703054.375000 Penalty: 4241.207520
	Iteration 58Q: 3 clusters Score -703054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -703055.375000 Penalty: 4241.207520
	Iteration 59Q: 3 clusters Score -703055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -703057.125000 Penalty: 4241.207520
	Iteration 60F: 3 clusters Score -703057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -703057.812500 Penalty: 4241.207520
	Iteration 61Q: 3 clusters Score -703057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -703058.437500 Penalty: 4241.207520
	Iteration 62Q: 3 clusters Score -703058.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -703058.437500 Penalty: 4241.207520
	Iteration 63Q: 3 clusters Score -703058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -703059.312500 Penalty: 4241.207520
	Iteration 64Q: 3 clusters Score -703059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -703059.312500 Penalty: 4241.207520
	Iteration 65Q: 3 clusters Score -703059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -703059.312500 Penalty: 4241.207520
	Iteration 66F: 3 clusters Score -703059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -96102.898438 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -96102.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94699.320312 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -94699.32 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95473.757812 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -95473.76 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95833.843750 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -95833.84 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -96068.632812 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -96068.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96292.585938 Penalty: 3363.967285
	Iteration 4Q: 3 clusters Score -96292.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -96422.804688 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -96422.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -96590.945312 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -96590.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -96674.273438 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -96674.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -96752.429688 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -96752.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -96854.773438 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -96854.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -96919.078125 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -96919.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -96962.851562 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -96962.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -96968.476562 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -96968.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -96970.335938 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -96970.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -96974.289062 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -96974.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -96975.421875 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -96975.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97030.039062 Penalty: 3363.967285
	Iteration 16F: 3 clusters Score -97030.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -97282.289062 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -97282.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -97306.632812 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -97306.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -97307.843750 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -97307.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -97307.843750 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -97307.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 172 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 57742 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 710 members 
Entering Unmasked Estep 
Score: -115052936.000000 Penalty: 158475.468750
Splitting cluster 3 changes total score from -115053312.000000 to -115052936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Entering Unmasked Estep 
Score: -1033405.062500 Penalty: 2207.910156
	Iteration 0F: 2 clusters Score -1033405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1027429.875000 Penalty: 4415.820312
	Iteration 0F: 3 clusters Score -1027430 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1029206.812500 Penalty: 4415.820312
	Iteration 1F: 3 clusters Score -1029207 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1029560.250000 Penalty: 4415.820312
	Iteration 2F: 3 clusters Score -1029560 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1029857.500000 Penalty: 4415.820312
	Iteration 3F: 3 clusters Score -1029858 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1030137.687500 Penalty: 4415.820312
	Iteration 4F: 3 clusters Score -1030138 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1030383.250000 Penalty: 4415.820312
	Iteration 5Q: 3 clusters Score -1030383 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1030602.187500 Penalty: 4415.820312
	Iteration 6Q: 3 clusters Score -1030602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1030794.875000 Penalty: 4415.820312
	Iteration 7Q: 3 clusters Score -1030795 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1031044.312500 Penalty: 4415.820312
	Iteration 8Q: 3 clusters Score -1031044 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1031281.375000 Penalty: 4415.820312
	Iteration 9Q: 3 clusters Score -1031281 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1031519.000000 Penalty: 4415.820312
	Iteration 10Q: 3 clusters Score -1031519 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1031784.375000 Penalty: 4415.820312
	Iteration 11Q: 3 clusters Score -1031784 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1032031.062500 Penalty: 4415.820312
	Iteration 12Q: 3 clusters Score -1032031 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1032226.875000 Penalty: 4415.820312
	Iteration 13Q: 3 clusters Score -1032227 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1032412.500000 Penalty: 4415.820312
	Iteration 14Q: 3 clusters Score -1032412 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1032546.250000 Penalty: 4415.820312
	Iteration 15Q: 3 clusters Score -1032546 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1032639.875000 Penalty: 4415.820312
	Iteration 16Q: 3 clusters Score -1032640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1032740.500000 Penalty: 4415.820312
	Iteration 17Q: 3 clusters Score -1032740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1032835.187500 Penalty: 4415.820312
	Iteration 18Q: 3 clusters Score -1032835 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1032886.187500 Penalty: 4415.820312
	Iteration 19Q: 3 clusters Score -1032886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1032907.125000 Penalty: 4415.820312
	Iteration 20F: 3 clusters Score -1032907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1032918.562500 Penalty: 4415.820312
	Iteration 21Q: 3 clusters Score -1032919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1032927.187500 Penalty: 4415.820312
	Iteration 22Q: 3 clusters Score -1032927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1032930.500000 Penalty: 4415.820312
	Iteration 23Q: 3 clusters Score -1032930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1032933.062500 Penalty: 4415.820312
	Iteration 24Q: 3 clusters Score -1032933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1032937.000000 Penalty: 4415.820312
	Iteration 25Q: 3 clusters Score -1032937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1032936.250000 Penalty: 4415.820312
	Iteration 26Q: 3 clusters Score -1032936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1032938.312500 Penalty: 4415.820312
	Iteration 27Q: 3 clusters Score -1032938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1032941.500000 Penalty: 4415.820312
	Iteration 28Q: 3 clusters Score -1032942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1032942.000000 Penalty: 4415.820312
	Iteration 29Q: 3 clusters Score -1032942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1032943.125000 Penalty: 4415.820312
	Iteration 30Q: 3 clusters Score -1032943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1032942.812500 Penalty: 4415.820312
	Iteration 31Q: 3 clusters Score -1032943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1032944.812500 Penalty: 4415.820312
	Iteration 32Q: 3 clusters Score -1032945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1032944.875000 Penalty: 4415.820312
	Iteration 33Q: 3 clusters Score -1032945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1032944.562500 Penalty: 4415.820312
	Iteration 34Q: 3 clusters Score -1032945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1032944.562500 Penalty: 4415.820312
	Iteration 35F: 3 clusters Score -1032945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Entering Unmasked Estep 
Score: -1778470.875000 Penalty: 2329.710693
	Iteration 0F: 2 clusters Score -1778471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1769558.000000 Penalty: 4659.421387
	Iteration 0F: 3 clusters Score -1769558 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1772204.125000 Penalty: 4659.421387
	Iteration 1F: 3 clusters Score -1772204 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1772605.250000 Penalty: 4659.421387
	Iteration 2F: 3 clusters Score -1772605 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1773009.250000 Penalty: 4659.421387
	Iteration 3F: 3 clusters Score -1773009 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1773501.750000 Penalty: 4659.421387
	Iteration 4F: 3 clusters Score -1773502 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1774090.875000 Penalty: 4659.421387
	Iteration 5F: 3 clusters Score -1774091 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1774700.000000 Penalty: 4659.421387
	Iteration 6F: 3 clusters Score -1774700 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1775267.375000 Penalty: 4659.421387
	Iteration 7F: 3 clusters Score -1775267 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1775795.125000 Penalty: 4659.421387
	Iteration 8F: 3 clusters Score -1775795 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1776220.000000 Penalty: 4659.421387
	Iteration 9F: 3 clusters Score -1776220 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1776510.125000 Penalty: 4659.421387
	Iteration 10Q: 3 clusters Score -1776510 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1776700.875000 Penalty: 4659.421387
	Iteration 11Q: 3 clusters Score -1776701 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1776819.250000 Penalty: 4659.421387
	Iteration 12Q: 3 clusters Score -1776819 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1776895.625000 Penalty: 4659.421387
	Iteration 13Q: 3 clusters Score -1776896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1776939.250000 Penalty: 4659.421387
	Iteration 14Q: 3 clusters Score -1776939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1776965.125000 Penalty: 4659.421387
	Iteration 15Q: 3 clusters Score -1776965 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1776992.125000 Penalty: 4659.421387
	Iteration 16Q: 3 clusters Score -1776992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1777010.000000 Penalty: 4659.421387
	Iteration 17Q: 3 clusters Score -1777010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1777030.875000 Penalty: 4659.421387
	Iteration 18Q: 3 clusters Score -1777031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1777037.000000 Penalty: 4659.421387
	Iteration 19Q: 3 clusters Score -1777037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1777051.750000 Penalty: 4659.421387
	Iteration 20F: 3 clusters Score -1777052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1777058.500000 Penalty: 4659.421387
	Iteration 21Q: 3 clusters Score -1777058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1777069.000000 Penalty: 4659.421387
	Iteration 22Q: 3 clusters Score -1777069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1777068.000000 Penalty: 4659.421387
	Iteration 23Q: 3 clusters Score -1777068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1777072.375000 Penalty: 4659.421387
	Iteration 24Q: 3 clusters Score -1777072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1777077.500000 Penalty: 4659.421387
	Iteration 25Q: 3 clusters Score -1777078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1777082.125000 Penalty: 4659.421387
	Iteration 26Q: 3 clusters Score -1777082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1777083.875000 Penalty: 4659.421387
	Iteration 27Q: 3 clusters Score -1777084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1777086.125000 Penalty: 4659.421387
	Iteration 28Q: 3 clusters Score -1777086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1777081.875000 Penalty: 4659.421387
	Iteration 29Q: 3 clusters Score -1777082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1777088.375000 Penalty: 4659.421387
	Iteration 30Q: 3 clusters Score -1777088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1777094.375000 Penalty: 4659.421387
	Iteration 31Q: 3 clusters Score -1777094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1777097.000000 Penalty: 4659.421387
	Iteration 32Q: 3 clusters Score -1777097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1777097.875000 Penalty: 4659.421387
	Iteration 33Q: 3 clusters Score -1777098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1777096.500000 Penalty: 4659.421387
	Iteration 34Q: 3 clusters Score -1777096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1777098.875000 Penalty: 4659.421387
	Iteration 35Q: 3 clusters Score -1777099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1777095.000000 Penalty: 4659.421387
	Iteration 36Q: 3 clusters Score -1777095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1777097.875000 Penalty: 4659.421387
	Iteration 37Q: 3 clusters Score -1777098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1777099.125000 Penalty: 4659.421387
	Iteration 38Q: 3 clusters Score -1777099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1777102.875000 Penalty: 4659.421387
	Iteration 39Q: 3 clusters Score -1777103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1777101.250000 Penalty: 4659.421387
	Iteration 40F: 3 clusters Score -1777101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1777107.375000 Penalty: 4659.421387
	Iteration 41Q: 3 clusters Score -1777107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1777105.375000 Penalty: 4659.421387
	Iteration 42Q: 3 clusters Score -1777105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1777111.625000 Penalty: 4659.421387
	Iteration 43Q: 3 clusters Score -1777112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1777115.000000 Penalty: 4659.421387
	Iteration 44Q: 3 clusters Score -1777115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1777111.875000 Penalty: 4659.421387
	Iteration 45Q: 3 clusters Score -1777112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1777118.625000 Penalty: 4659.421387
	Iteration 46Q: 3 clusters Score -1777119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1777119.250000 Penalty: 4659.421387
	Iteration 47Q: 3 clusters Score -1777119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1777122.000000 Penalty: 4659.421387
	Iteration 48Q: 3 clusters Score -1777122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1777124.000000 Penalty: 4659.421387
	Iteration 49Q: 3 clusters Score -1777124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1777121.000000 Penalty: 4659.421387
	Iteration 50Q: 3 clusters Score -1777121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1777125.750000 Penalty: 4659.421387
	Iteration 51Q: 3 clusters Score -1777126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1777127.375000 Penalty: 4659.421387
	Iteration 52Q: 3 clusters Score -1777127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1777125.125000 Penalty: 4659.421387
	Iteration 53Q: 3 clusters Score -1777125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1777128.250000 Penalty: 4659.421387
	Iteration 54Q: 3 clusters Score -1777128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1777129.375000 Penalty: 4659.421387
	Iteration 55Q: 3 clusters Score -1777129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1777129.500000 Penalty: 4659.421387
	Iteration 56Q: 3 clusters Score -1777130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1777130.625000 Penalty: 4659.421387
	Iteration 57Q: 3 clusters Score -1777131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1777132.375000 Penalty: 4659.421387
	Iteration 58Q: 3 clusters Score -1777132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1777132.125000 Penalty: 4659.421387
	Iteration 59Q: 3 clusters Score -1777132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1777131.125000 Penalty: 4659.421387
	Iteration 60F: 3 clusters Score -1777131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1777128.375000 Penalty: 4659.421387
	Iteration 61Q: 3 clusters Score -1777128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1777130.250000 Penalty: 4659.421387
	Iteration 62Q: 3 clusters Score -1777130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1777132.500000 Penalty: 4659.421387
	Iteration 63Q: 3 clusters Score -1777132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1777132.500000 Penalty: 4659.421387
	Iteration 64F: 3 clusters Score -1777132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (57742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Entering Unmasked Estep 
Score: -8623153.000000 Penalty: 2719.007568
	Iteration 0F: 2 clusters Score -8623153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -8584277.000000 Penalty: 5438.015137
	Iteration 0F: 3 clusters Score -8584277 nChanged 26733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -8599169.000000 Penalty: 5438.015137
	Iteration 1F: 3 clusters Score -8599169 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -8599754.000000 Penalty: 5438.015137
	Iteration 2Q: 3 clusters Score -8599754 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -8600289.000000 Penalty: 5438.015137
	Iteration 3Q: 3 clusters Score -8600289 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -8601108.000000 Penalty: 5438.015137
	Iteration 4Q: 3 clusters Score -8601108 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -8602002.000000 Penalty: 5438.015137
	Iteration 5Q: 3 clusters Score -8602002 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -8603266.000000 Penalty: 5438.015137
	Iteration 6Q: 3 clusters Score -8603266 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8605144.000000 Penalty: 5438.015137
	Iteration 7F: 3 clusters Score -8605144 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -8607733.000000 Penalty: 5438.015137
	Iteration 8F: 3 clusters Score -8607733 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -8611315.000000 Penalty: 5438.015137
	Iteration 9F: 3 clusters Score -8611315 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -8615742.000000 Penalty: 5438.015137
	Iteration 10F: 3 clusters Score -8615742 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -8619839.000000 Penalty: 5438.015137
	Iteration 11F: 3 clusters Score -8619839 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -8622464.000000 Penalty: 5438.015137
	Iteration 12Q: 3 clusters Score -8622464 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8623687.000000 Penalty: 5438.015137
	Iteration 13Q: 3 clusters Score -8623687 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -8624256.000000 Penalty: 5438.015137
	Iteration 14Q: 3 clusters Score -8624256 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8624583.000000 Penalty: 5438.015137
	Iteration 15Q: 3 clusters Score -8624583 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8624759.000000 Penalty: 5438.015137
	Iteration 16Q: 3 clusters Score -8624759 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -8624895.000000 Penalty: 5438.015137
	Iteration 17Q: 3 clusters Score -8624895 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8624994.000000 Penalty: 5438.015137
	Iteration 18Q: 3 clusters Score -8624994 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -8625054.000000 Penalty: 5438.015137
	Iteration 19Q: 3 clusters Score -8625054 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -8625120.000000 Penalty: 5438.015137
	Iteration 20F: 3 clusters Score -8625120 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -8625176.000000 Penalty: 5438.015137
	Iteration 21Q: 3 clusters Score -8625176 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -8625195.000000 Penalty: 5438.015137
	Iteration 22Q: 3 clusters Score -8625195 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -8625204.000000 Penalty: 5438.015137
	Iteration 23Q: 3 clusters Score -8625204 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8625248.000000 Penalty: 5438.015137
	Iteration 24Q: 3 clusters Score -8625248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -8625262.000000 Penalty: 5438.015137
	Iteration 25Q: 3 clusters Score -8625262 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8625290.000000 Penalty: 5438.015137
	Iteration 26Q: 3 clusters Score -8625290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8625304.000000 Penalty: 5438.015137
	Iteration 27Q: 3 clusters Score -8625304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8625313.000000 Penalty: 5438.015137
	Iteration 28Q: 3 clusters Score -8625313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -8625306.000000 Penalty: 5438.015137
	Iteration 29Q: 3 clusters Score -8625306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8625307.000000 Penalty: 5438.015137
	Iteration 30Q: 3 clusters Score -8625307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8625297.000000 Penalty: 5438.015137
	Iteration 31Q: 3 clusters Score -8625297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8625293.000000 Penalty: 5438.015137
	Iteration 32Q: 3 clusters Score -8625293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -8625293.000000 Penalty: 5438.015137
	Iteration 33Q: 3 clusters Score -8625293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -8625306.000000 Penalty: 5438.015137
	Iteration 34Q: 3 clusters Score -8625306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8625295.000000 Penalty: 5438.015137
	Iteration 35Q: 3 clusters Score -8625295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -8625316.000000 Penalty: 5438.015137
	Iteration 36Q: 3 clusters Score -8625316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8625310.000000 Penalty: 5438.015137
	Iteration 37Q: 3 clusters Score -8625310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8625311.000000 Penalty: 5438.015137
	Iteration 38Q: 3 clusters Score -8625311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8625307.000000 Penalty: 5438.015137
	Iteration 39Q: 3 clusters Score -8625307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8625304.000000 Penalty: 5438.015137
	Iteration 40F: 3 clusters Score -8625304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8625294.000000 Penalty: 5438.015137
	Iteration 41Q: 3 clusters Score -8625294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8625287.000000 Penalty: 5438.015137
	Iteration 42Q: 3 clusters Score -8625287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -8625297.000000 Penalty: 5438.015137
	Iteration 43Q: 3 clusters Score -8625297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -8625292.000000 Penalty: 5438.015137
	Iteration 44Q: 3 clusters Score -8625292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8625297.000000 Penalty: 5438.015137
	Iteration 45Q: 3 clusters Score -8625297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8625297.000000 Penalty: 5438.015137
	Iteration 46F: 3 clusters Score -8625297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Entering Unmasked Estep 
Score: -115055024.000000 Penalty: 158475.468750
Splitting cluster 6 changes total score from -115053312.000000 to -115055024.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 7 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -1302019.250000 Penalty: 2265.525879
	Iteration 0F: 2 clusters Score -1302019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1294884.500000 Penalty: 4531.051758
	Iteration 0F: 3 clusters Score -1294884 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1296980.875000 Penalty: 4531.051758
	Iteration 1F: 3 clusters Score -1296981 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1297483.500000 Penalty: 4531.051758
	Iteration 2F: 3 clusters Score -1297484 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1297922.125000 Penalty: 4531.051758
	Iteration 3F: 3 clusters Score -1297922 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1298373.750000 Penalty: 4531.051758
	Iteration 4F: 3 clusters Score -1298374 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1298849.000000 Penalty: 4531.051758
	Iteration 5F: 3 clusters Score -1298849 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1299246.125000 Penalty: 4531.051758
	Iteration 6F: 3 clusters Score -1299246 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1299585.500000 Penalty: 4531.051758
	Iteration 7Q: 3 clusters Score -1299586 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1299859.500000 Penalty: 4531.051758
	Iteration 8Q: 3 clusters Score -1299860 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1300066.000000 Penalty: 4531.051758
	Iteration 9Q: 3 clusters Score -1300066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1300247.875000 Penalty: 4531.051758
	Iteration 10Q: 3 clusters Score -1300248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1300403.875000 Penalty: 4531.051758
	Iteration 11Q: 3 clusters Score -1300404 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1300532.750000 Penalty: 4531.051758
	Iteration 12Q: 3 clusters Score -1300533 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1300663.000000 Penalty: 4531.051758
	Iteration 13Q: 3 clusters Score -1300663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1300774.625000 Penalty: 4531.051758
	Iteration 14Q: 3 clusters Score -1300775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1300859.375000 Penalty: 4531.051758
	Iteration 15Q: 3 clusters Score -1300859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1300931.250000 Penalty: 4531.051758
	Iteration 16Q: 3 clusters Score -1300931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1300979.750000 Penalty: 4531.051758
	Iteration 17Q: 3 clusters Score -1300980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1301010.125000 Penalty: 4531.051758
	Iteration 18Q: 3 clusters Score -1301010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1301033.750000 Penalty: 4531.051758
	Iteration 19Q: 3 clusters Score -1301034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1301052.625000 Penalty: 4531.051758
	Iteration 20F: 3 clusters Score -1301053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1301071.125000 Penalty: 4531.051758
	Iteration 21Q: 3 clusters Score -1301071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1301076.125000 Penalty: 4531.051758
	Iteration 22Q: 3 clusters Score -1301076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1301079.750000 Penalty: 4531.051758
	Iteration 23Q: 3 clusters Score -1301080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1301083.375000 Penalty: 4531.051758
	Iteration 24Q: 3 clusters Score -1301083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1301088.875000 Penalty: 4531.051758
	Iteration 25Q: 3 clusters Score -1301089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1301094.875000 Penalty: 4531.051758
	Iteration 26Q: 3 clusters Score -1301095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1301094.625000 Penalty: 4531.051758
	Iteration 27Q: 3 clusters Score -1301095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1301097.625000 Penalty: 4531.051758
	Iteration 28Q: 3 clusters Score -1301098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1301099.250000 Penalty: 4531.051758
	Iteration 29Q: 3 clusters Score -1301099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1301099.500000 Penalty: 4531.051758
	Iteration 30Q: 3 clusters Score -1301100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1301098.500000 Penalty: 4531.051758
	Iteration 31Q: 3 clusters Score -1301098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1301098.875000 Penalty: 4531.051758
	Iteration 32Q: 3 clusters Score -1301099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1301100.625000 Penalty: 4531.051758
	Iteration 33Q: 3 clusters Score -1301101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1301102.625000 Penalty: 4531.051758
	Iteration 34Q: 3 clusters Score -1301103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1301104.875000 Penalty: 4531.051758
	Iteration 35Q: 3 clusters Score -1301105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1301105.500000 Penalty: 4531.051758
	Iteration 36Q: 3 clusters Score -1301106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1301104.625000 Penalty: 4531.051758
	Iteration 37Q: 3 clusters Score -1301105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1301104.625000 Penalty: 4531.051758
	Iteration 38F: 3 clusters Score -1301105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -546194.000000 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -546194 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 2014 members 
Entering Unmasked Estep 
Score: -542332.437500 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -542332.4 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -543265.687500 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -543265.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -543517.187500 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -543517.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -543697.625000 Penalty: 4117.062012
	Iteration 3F: 3 clusters Score -543697.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -543843.250000 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -543843.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -544002.250000 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -544002.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -544172.312500 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -544172.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -544328.375000 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -544328.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -544481.687500 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -544481.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -544626.562500 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -544626.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -544750.187500 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -544750.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -544843.750000 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -544843.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -544926.312500 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -544926.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -545026.625000 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -545026.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -545108.250000 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -545108.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -545206.437500 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -545206.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -545344.812500 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -545344.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -545456.250000 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -545456.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -545504.062500 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -545504.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -545524.187500 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -545524.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -545537.875000 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -545537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -545544.750000 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -545544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -545548.625000 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -545548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -545550.562500 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -545550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -545553.750000 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -545553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -545554.500000 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -545554.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -545559.312500 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -545559.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -545562.812500 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -545562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -545566.312500 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -545566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -545568.687500 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -545568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -545568.562500 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -545568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -545568.625000 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -545568.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -545568.875000 Penalty: 4117.062012
	Iteration 32Q: 3 clusters Score -545568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -545568.875000 Penalty: 4117.062012
	Iteration 33F: 3 clusters Score -545568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Entering Unmasked Estep 
Score: -11154325.000000 Penalty: 2795.828125
	Iteration 0F: 2 clusters Score -1.115432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -11101519.000000 Penalty: 5591.656250
	Iteration 0F: 3 clusters Score -1.110152e+07 nChanged 37073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -11123299.000000 Penalty: 5591.656250
	Iteration 1F: 3 clusters Score -1.11233e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -11124721.000000 Penalty: 5591.656250
	Iteration 2Q: 3 clusters Score -1.112472e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -11126475.000000 Penalty: 5591.656250
	Iteration 3Q: 3 clusters Score -1.112648e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -11128415.000000 Penalty: 5591.656250
	Iteration 4F: 3 clusters Score -1.112842e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -11130368.000000 Penalty: 5591.656250
	Iteration 5F: 3 clusters Score -1.113037e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -11132456.000000 Penalty: 5591.656250
	Iteration 6F: 3 clusters Score -1.113246e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -11134457.000000 Penalty: 5591.656250
	Iteration 7F: 3 clusters Score -1.113446e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -11136352.000000 Penalty: 5591.656250
	Iteration 8Q: 3 clusters Score -1.113635e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -11137949.000000 Penalty: 5591.656250
	Iteration 9Q: 3 clusters Score -1.113795e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -11139412.000000 Penalty: 5591.656250
	Iteration 10Q: 3 clusters Score -1.113941e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -11140531.000000 Penalty: 5591.656250
	Iteration 11Q: 3 clusters Score -1.114053e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -11141669.000000 Penalty: 5591.656250
	Iteration 12Q: 3 clusters Score -1.114167e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -11142427.000000 Penalty: 5591.656250
	Iteration 13Q: 3 clusters Score -1.114243e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -11143016.000000 Penalty: 5591.656250
	Iteration 14Q: 3 clusters Score -1.114302e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -11143382.000000 Penalty: 5591.656250
	Iteration 15Q: 3 clusters Score -1.114338e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -11143700.000000 Penalty: 5591.656250
	Iteration 16Q: 3 clusters Score -1.11437e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -11143915.000000 Penalty: 5591.656250
	Iteration 17Q: 3 clusters Score -1.114392e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -11144177.000000 Penalty: 5591.656250
	Iteration 18Q: 3 clusters Score -1.114418e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -11144446.000000 Penalty: 5591.656250
	Iteration 19Q: 3 clusters Score -1.114445e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -11144742.000000 Penalty: 5591.656250
	Iteration 20F: 3 clusters Score -1.114474e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -11144934.000000 Penalty: 5591.656250
	Iteration 21Q: 3 clusters Score -1.114493e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -11145194.000000 Penalty: 5591.656250
	Iteration 22Q: 3 clusters Score -1.114519e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -11145398.000000 Penalty: 5591.656250
	Iteration 23Q: 3 clusters Score -1.11454e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -11145630.000000 Penalty: 5591.656250
	Iteration 24Q: 3 clusters Score -1.114563e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -11145779.000000 Penalty: 5591.656250
	Iteration 25Q: 3 clusters Score -1.114578e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -11145978.000000 Penalty: 5591.656250
	Iteration 26Q: 3 clusters Score -1.114598e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -11146187.000000 Penalty: 5591.656250
	Iteration 27Q: 3 clusters Score -1.114619e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -11146347.000000 Penalty: 5591.656250
	Iteration 28Q: 3 clusters Score -1.114635e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -11146601.000000 Penalty: 5591.656250
	Iteration 29Q: 3 clusters Score -1.11466e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -11146818.000000 Penalty: 5591.656250
	Iteration 30Q: 3 clusters Score -1.114682e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -11146943.000000 Penalty: 5591.656250
	Iteration 31Q: 3 clusters Score -1.114694e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -11147122.000000 Penalty: 5591.656250
	Iteration 32Q: 3 clusters Score -1.114712e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -11147285.000000 Penalty: 5591.656250
	Iteration 33Q: 3 clusters Score -1.114728e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -11147421.000000 Penalty: 5591.656250
	Iteration 34Q: 3 clusters Score -1.114742e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62956 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -11147586.000000 Penalty: 5591.656250
	Iteration 35Q: 3 clusters Score -1.114759e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -11147737.000000 Penalty: 5591.656250
	Iteration 36Q: 3 clusters Score -1.114774e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -11147944.000000 Penalty: 5591.656250
	Iteration 37Q: 3 clusters Score -1.114794e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -11148087.000000 Penalty: 5591.656250
	Iteration 38Q: 3 clusters Score -1.114809e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -11148249.000000 Penalty: 5591.656250
	Iteration 39Q: 3 clusters Score -1.114825e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -11148454.000000 Penalty: 5591.656250
	Iteration 40F: 3 clusters Score -1.114845e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -11148693.000000 Penalty: 5591.656250
	Iteration 41Q: 3 clusters Score -1.114869e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -11148876.000000 Penalty: 5591.656250
	Iteration 42Q: 3 clusters Score -1.114888e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -11148994.000000 Penalty: 5591.656250
	Iteration 43Q: 3 clusters Score -1.114899e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -11149080.000000 Penalty: 5591.656250
	Iteration 44Q: 3 clusters Score -1.114908e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -11149166.000000 Penalty: 5591.656250
	Iteration 45Q: 3 clusters Score -1.114917e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -11149298.000000 Penalty: 5591.656250
	Iteration 46Q: 3 clusters Score -1.11493e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -11149373.000000 Penalty: 5591.656250
	Iteration 47Q: 3 clusters Score -1.114937e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -11149479.000000 Penalty: 5591.656250
	Iteration 48Q: 3 clusters Score -1.114948e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -11149610.000000 Penalty: 5591.656250
	Iteration 49Q: 3 clusters Score -1.114961e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -11149754.000000 Penalty: 5591.656250
	Iteration 50Q: 3 clusters Score -1.114975e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -11149881.000000 Penalty: 5591.656250
	Iteration 51Q: 3 clusters Score -1.114988e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -11150032.000000 Penalty: 5591.656250
	Iteration 52Q: 3 clusters Score -1.115003e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -11150150.000000 Penalty: 5591.656250
	Iteration 53Q: 3 clusters Score -1.115015e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -11150286.000000 Penalty: 5591.656250
	Iteration 54Q: 3 clusters Score -1.115029e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -11150401.000000 Penalty: 5591.656250
	Iteration 55Q: 3 clusters Score -1.11504e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73789 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -11150515.000000 Penalty: 5591.656250
	Iteration 56Q: 3 clusters Score -1.115052e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -11150600.000000 Penalty: 5591.656250
	Iteration 57Q: 3 clusters Score -1.11506e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -11150720.000000 Penalty: 5591.656250
	Iteration 58Q: 3 clusters Score -1.115072e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -11150790.000000 Penalty: 5591.656250
	Iteration 59Q: 3 clusters Score -1.115079e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -11150924.000000 Penalty: 5591.656250
	Iteration 60F: 3 clusters Score -1.115092e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -11151031.000000 Penalty: 5591.656250
	Iteration 61Q: 3 clusters Score -1.115103e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -11151130.000000 Penalty: 5591.656250
	Iteration 62Q: 3 clusters Score -1.115113e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75783 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -11151190.000000 Penalty: 5591.656250
	Iteration 63Q: 3 clusters Score -1.115119e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -11151285.000000 Penalty: 5591.656250
	Iteration 64Q: 3 clusters Score -1.115128e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11151360.000000 Penalty: 5591.656250
	Iteration 65Q: 3 clusters Score -1.115136e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -11151434.000000 Penalty: 5591.656250
	Iteration 66Q: 3 clusters Score -1.115143e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11151514.000000 Penalty: 5591.656250
	Iteration 67Q: 3 clusters Score -1.115151e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -11151563.000000 Penalty: 5591.656250
	Iteration 68Q: 3 clusters Score -1.115156e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11151609.000000 Penalty: 5591.656250
	Iteration 69Q: 3 clusters Score -1.115161e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11151647.000000 Penalty: 5591.656250
	Iteration 70Q: 3 clusters Score -1.115165e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11151656.000000 Penalty: 5591.656250
	Iteration 71Q: 3 clusters Score -1.115166e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77137 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11151679.000000 Penalty: 5591.656250
	Iteration 72Q: 3 clusters Score -1.115168e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11151729.000000 Penalty: 5591.656250
	Iteration 73Q: 3 clusters Score -1.115173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11151740.000000 Penalty: 5591.656250
	Iteration 74Q: 3 clusters Score -1.115174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11151765.000000 Penalty: 5591.656250
	Iteration 75Q: 3 clusters Score -1.115176e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11151807.000000 Penalty: 5591.656250
	Iteration 76Q: 3 clusters Score -1.115181e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77461 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -11151845.000000 Penalty: 5591.656250
	Iteration 77Q: 3 clusters Score -1.115184e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11151879.000000 Penalty: 5591.656250
	Iteration 78Q: 3 clusters Score -1.115188e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -11151893.000000 Penalty: 5591.656250
	Iteration 79Q: 3 clusters Score -1.115189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11151908.000000 Penalty: 5591.656250
	Iteration 80F: 3 clusters Score -1.115191e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11151916.000000 Penalty: 5591.656250
	Iteration 81Q: 3 clusters Score -1.115192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11151925.000000 Penalty: 5591.656250
	Iteration 82Q: 3 clusters Score -1.115192e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77664 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11151925.000000 Penalty: 5591.656250
	Iteration 83Q: 3 clusters Score -1.115192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11151944.000000 Penalty: 5591.656250
	Iteration 84Q: 3 clusters Score -1.115194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -11151954.000000 Penalty: 5591.656250
	Iteration 85Q: 3 clusters Score -1.115195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11151955.000000 Penalty: 5591.656250
	Iteration 86Q: 3 clusters Score -1.115196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11151980.000000 Penalty: 5591.656250
	Iteration 87Q: 3 clusters Score -1.115198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11151993.000000 Penalty: 5591.656250
	Iteration 88Q: 3 clusters Score -1.115199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11152003.000000 Penalty: 5591.656250
	Iteration 89Q: 3 clusters Score -1.1152e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11152008.000000 Penalty: 5591.656250
	Iteration 90Q: 3 clusters Score -1.115201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11152017.000000 Penalty: 5591.656250
	Iteration 91Q: 3 clusters Score -1.115202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11152020.000000 Penalty: 5591.656250
	Iteration 92Q: 3 clusters Score -1.115202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11152017.000000 Penalty: 5591.656250
	Iteration 93Q: 3 clusters Score -1.115202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11152024.000000 Penalty: 5591.656250
	Iteration 94Q: 3 clusters Score -1.115202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11152027.000000 Penalty: 5591.656250
	Iteration 95Q: 3 clusters Score -1.115203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -11152022.000000 Penalty: 5591.656250
	Iteration 96Q: 3 clusters Score -1.115202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11152033.000000 Penalty: 5591.656250
	Iteration 97Q: 3 clusters Score -1.115203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11152034.000000 Penalty: 5591.656250
	Iteration 98Q: 3 clusters Score -1.115203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11152023.000000 Penalty: 5591.656250
	Iteration 99Q: 3 clusters Score -1.115202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11152024.000000 Penalty: 5591.656250
	Iteration 100F: 3 clusters Score -1.115202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11152023.000000 Penalty: 5591.656250
	Iteration 101Q: 3 clusters Score -1.115202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11152029.000000 Penalty: 5591.656250
	Iteration 102Q: 3 clusters Score -1.115203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11152039.000000 Penalty: 5591.656250
	Iteration 103Q: 3 clusters Score -1.115204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77842 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11152035.000000 Penalty: 5591.656250
	Iteration 104Q: 3 clusters Score -1.115204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11152034.000000 Penalty: 5591.656250
	Iteration 105Q: 3 clusters Score -1.115203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11152036.000000 Penalty: 5591.656250
	Iteration 106Q: 3 clusters Score -1.115204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11152039.000000 Penalty: 5591.656250
	Iteration 107Q: 3 clusters Score -1.115204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -11152040.000000 Penalty: 5591.656250
	Iteration 108Q: 3 clusters Score -1.115204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11152039.000000 Penalty: 5591.656250
	Iteration 109Q: 3 clusters Score -1.115204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11152039.000000 Penalty: 5591.656250
	Iteration 110Q: 3 clusters Score -1.115204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11152042.000000 Penalty: 5591.656250
	Iteration 111Q: 3 clusters Score -1.115204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11152043.000000 Penalty: 5591.656250
	Iteration 112Q: 3 clusters Score -1.115204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11152043.000000 Penalty: 5591.656250
	Iteration 113F: 3 clusters Score -1.115204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -1158227.625000 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -1158228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1151887.625000 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -1151888 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1153697.875000 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -1153698 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1154055.375000 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -1154055 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1154317.500000 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -1154318 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1154513.375000 Penalty: 4448.640625
	Iteration 4Q: 3 clusters Score -1154513 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1154634.125000 Penalty: 4448.640625
	Iteration 5Q: 3 clusters Score -1154634 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1154713.375000 Penalty: 4448.640625
	Iteration 6Q: 3 clusters Score -1154713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1154770.750000 Penalty: 4448.640625
	Iteration 7Q: 3 clusters Score -1154771 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1154819.625000 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -1154820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1154867.500000 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -1154868 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1154916.375000 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -1154916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1154963.250000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -1154963 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1154997.250000 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -1154997 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1155039.125000 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -1155039 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1155079.500000 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -1155080 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1155119.375000 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -1155119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1155153.750000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -1155154 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1155188.000000 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -1155188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1155219.000000 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -1155219 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1155255.125000 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -1155255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1155289.875000 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -1155290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1155320.125000 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -1155320 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1155349.375000 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -1155349 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1155380.375000 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -1155380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1155416.250000 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -1155416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1155443.625000 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -1155444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1155478.750000 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -1155479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1155506.250000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -1155506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1155527.000000 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -1155527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1155546.500000 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -1155546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1155568.875000 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -1155569 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1155590.875000 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -1155591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1155612.000000 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -1155612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1155628.000000 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -1155628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1155642.875000 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -1155643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1155657.750000 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -1155658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1155673.875000 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -1155674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1155682.500000 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -1155682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1155692.000000 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -1155692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1155701.500000 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -1155702 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1155710.000000 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -1155710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1155720.125000 Penalty: 4448.640625
	Iteration 41Q: 3 clusters Score -1155720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1155729.375000 Penalty: 4448.640625
	Iteration 42Q: 3 clusters Score -1155729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1155734.125000 Penalty: 4448.640625
	Iteration 43Q: 3 clusters Score -1155734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1155742.375000 Penalty: 4448.640625
	Iteration 44Q: 3 clusters Score -1155742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1155748.375000 Penalty: 4448.640625
	Iteration 45Q: 3 clusters Score -1155748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1155753.500000 Penalty: 4448.640625
	Iteration 46Q: 3 clusters Score -1155754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1155759.125000 Penalty: 4448.640625
	Iteration 47Q: 3 clusters Score -1155759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1155763.875000 Penalty: 4448.640625
	Iteration 48Q: 3 clusters Score -1155764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1155767.250000 Penalty: 4448.640625
	Iteration 49Q: 3 clusters Score -1155767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1155775.625000 Penalty: 4448.640625
	Iteration 50Q: 3 clusters Score -1155776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1155782.750000 Penalty: 4448.640625
	Iteration 51Q: 3 clusters Score -1155783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1155786.000000 Penalty: 4448.640625
	Iteration 52Q: 3 clusters Score -1155786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1155797.500000 Penalty: 4448.640625
	Iteration 53Q: 3 clusters Score -1155798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1155807.625000 Penalty: 4448.640625
	Iteration 54Q: 3 clusters Score -1155808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1155817.500000 Penalty: 4448.640625
	Iteration 55Q: 3 clusters Score -1155818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1155826.625000 Penalty: 4448.640625
	Iteration 56Q: 3 clusters Score -1155827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1155841.875000 Penalty: 4448.640625
	Iteration 57Q: 3 clusters Score -1155842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1155848.500000 Penalty: 4448.640625
	Iteration 58Q: 3 clusters Score -1155848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1155857.125000 Penalty: 4448.640625
	Iteration 59Q: 3 clusters Score -1155857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1155863.875000 Penalty: 4448.640625
	Iteration 60F: 3 clusters Score -1155864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1155871.250000 Penalty: 4448.640625
	Iteration 61Q: 3 clusters Score -1155871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1155877.375000 Penalty: 4448.640625
	Iteration 62Q: 3 clusters Score -1155877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1155882.375000 Penalty: 4448.640625
	Iteration 63Q: 3 clusters Score -1155882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1155887.875000 Penalty: 4448.640625
	Iteration 64Q: 3 clusters Score -1155888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1155897.250000 Penalty: 4448.640625
	Iteration 65Q: 3 clusters Score -1155897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1155905.500000 Penalty: 4448.640625
	Iteration 66Q: 3 clusters Score -1155906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1155915.375000 Penalty: 4448.640625
	Iteration 67Q: 3 clusters Score -1155915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1155926.875000 Penalty: 4448.640625
	Iteration 68Q: 3 clusters Score -1155927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1155936.250000 Penalty: 4448.640625
	Iteration 69Q: 3 clusters Score -1155936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1155950.750000 Penalty: 4448.640625
	Iteration 70Q: 3 clusters Score -1155951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1155957.375000 Penalty: 4448.640625
	Iteration 71Q: 3 clusters Score -1155957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1155962.125000 Penalty: 4448.640625
	Iteration 72Q: 3 clusters Score -1155962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1155966.625000 Penalty: 4448.640625
	Iteration 73Q: 3 clusters Score -1155967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1155969.625000 Penalty: 4448.640625
	Iteration 74Q: 3 clusters Score -1155970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1155977.500000 Penalty: 4448.640625
	Iteration 75Q: 3 clusters Score -1155978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1155978.625000 Penalty: 4448.640625
	Iteration 76Q: 3 clusters Score -1155979 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1155986.750000 Penalty: 4448.640625
	Iteration 77Q: 3 clusters Score -1155987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1155989.625000 Penalty: 4448.640625
	Iteration 78Q: 3 clusters Score -1155990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1155999.000000 Penalty: 4448.640625
	Iteration 79Q: 3 clusters Score -1155999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1156003.500000 Penalty: 4448.640625
	Iteration 80F: 3 clusters Score -1156004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1156009.250000 Penalty: 4448.640625
	Iteration 81Q: 3 clusters Score -1156009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1156015.750000 Penalty: 4448.640625
	Iteration 82Q: 3 clusters Score -1156016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1156023.625000 Penalty: 4448.640625
	Iteration 83Q: 3 clusters Score -1156024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1156030.625000 Penalty: 4448.640625
	Iteration 84Q: 3 clusters Score -1156031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1156036.250000 Penalty: 4448.640625
	Iteration 85Q: 3 clusters Score -1156036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1156044.000000 Penalty: 4448.640625
	Iteration 86Q: 3 clusters Score -1156044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1156054.250000 Penalty: 4448.640625
	Iteration 87Q: 3 clusters Score -1156054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1156059.625000 Penalty: 4448.640625
	Iteration 88Q: 3 clusters Score -1156060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1156067.250000 Penalty: 4448.640625
	Iteration 89Q: 3 clusters Score -1156067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1156073.500000 Penalty: 4448.640625
	Iteration 90Q: 3 clusters Score -1156074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1156081.500000 Penalty: 4448.640625
	Iteration 91Q: 3 clusters Score -1156082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1156087.750000 Penalty: 4448.640625
	Iteration 92Q: 3 clusters Score -1156088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1156093.000000 Penalty: 4448.640625
	Iteration 93Q: 3 clusters Score -1156093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1156101.125000 Penalty: 4448.640625
	Iteration 94Q: 3 clusters Score -1156101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1156113.625000 Penalty: 4448.640625
	Iteration 95Q: 3 clusters Score -1156114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1156121.875000 Penalty: 4448.640625
	Iteration 96Q: 3 clusters Score -1156122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1156135.500000 Penalty: 4448.640625
	Iteration 97Q: 3 clusters Score -1156136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1156141.625000 Penalty: 4448.640625
	Iteration 98Q: 3 clusters Score -1156142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1156147.875000 Penalty: 4448.640625
	Iteration 99Q: 3 clusters Score -1156148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1156161.125000 Penalty: 4448.640625
	Iteration 100F: 3 clusters Score -1156161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1156164.000000 Penalty: 4448.640625
	Iteration 101Q: 3 clusters Score -1156164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1156169.625000 Penalty: 4448.640625
	Iteration 102Q: 3 clusters Score -1156170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1156172.750000 Penalty: 4448.640625
	Iteration 103Q: 3 clusters Score -1156173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1156176.125000 Penalty: 4448.640625
	Iteration 104Q: 3 clusters Score -1156176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1156185.375000 Penalty: 4448.640625
	Iteration 105Q: 3 clusters Score -1156185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1156188.625000 Penalty: 4448.640625
	Iteration 106Q: 3 clusters Score -1156189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1156195.000000 Penalty: 4448.640625
	Iteration 107Q: 3 clusters Score -1156195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1156199.625000 Penalty: 4448.640625
	Iteration 108Q: 3 clusters Score -1156200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1156211.250000 Penalty: 4448.640625
	Iteration 109Q: 3 clusters Score -1156211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1156213.375000 Penalty: 4448.640625
	Iteration 110Q: 3 clusters Score -1156213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1156219.375000 Penalty: 4448.640625
	Iteration 111Q: 3 clusters Score -1156219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1156223.125000 Penalty: 4448.640625
	Iteration 112Q: 3 clusters Score -1156223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1156225.250000 Penalty: 4448.640625
	Iteration 113Q: 3 clusters Score -1156225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1156228.750000 Penalty: 4448.640625
	Iteration 114Q: 3 clusters Score -1156229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1156233.250000 Penalty: 4448.640625
	Iteration 115Q: 3 clusters Score -1156233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1156234.500000 Penalty: 4448.640625
	Iteration 116Q: 3 clusters Score -1156234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1156238.625000 Penalty: 4448.640625
	Iteration 117Q: 3 clusters Score -1156239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1156247.375000 Penalty: 4448.640625
	Iteration 118Q: 3 clusters Score -1156247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1156253.125000 Penalty: 4448.640625
	Iteration 119Q: 3 clusters Score -1156253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1156255.500000 Penalty: 4448.640625
	Iteration 120F: 3 clusters Score -1156256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1156263.000000 Penalty: 4448.640625
	Iteration 121Q: 3 clusters Score -1156263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1156265.125000 Penalty: 4448.640625
	Iteration 122Q: 3 clusters Score -1156265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1156266.500000 Penalty: 4448.640625
	Iteration 123Q: 3 clusters Score -1156266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1156266.750000 Penalty: 4448.640625
	Iteration 124Q: 3 clusters Score -1156267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1156272.250000 Penalty: 4448.640625
	Iteration 125Q: 3 clusters Score -1156272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1156271.750000 Penalty: 4448.640625
	Iteration 126Q: 3 clusters Score -1156272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1156277.125000 Penalty: 4448.640625
	Iteration 127Q: 3 clusters Score -1156277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1156277.750000 Penalty: 4448.640625
	Iteration 128Q: 3 clusters Score -1156278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1156278.250000 Penalty: 4448.640625
	Iteration 129Q: 3 clusters Score -1156278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1156277.125000 Penalty: 4448.640625
	Iteration 130Q: 3 clusters Score -1156277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1156278.250000 Penalty: 4448.640625
	Iteration 131Q: 3 clusters Score -1156278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1156280.375000 Penalty: 4448.640625
	Iteration 132Q: 3 clusters Score -1156280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1156280.375000 Penalty: 4448.640625
	Iteration 133F: 3 clusters Score -1156280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Entering Unmasked Estep 
Score: -202129.265625 Penalty: 1796.391235
	Iteration 0F: 2 clusters Score -202129.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199899.265625 Penalty: 3592.782471
	Iteration 0F: 3 clusters Score -199899.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200260.906250 Penalty: 3592.782471
	Iteration 1F: 3 clusters Score -200260.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -200412.250000 Penalty: 3592.782471
	Iteration 2F: 3 clusters Score -200412.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -200483.031250 Penalty: 3592.782471
	Iteration 3Q: 3 clusters Score -200483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200520.906250 Penalty: 3592.782471
	Iteration 4Q: 3 clusters Score -200520.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -200556.843750 Penalty: 3592.782471
	Iteration 5Q: 3 clusters Score -200556.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -200589.453125 Penalty: 3592.782471
	Iteration 6Q: 3 clusters Score -200589.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -200613.484375 Penalty: 3592.782471
	Iteration 7Q: 3 clusters Score -200613.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -200628.968750 Penalty: 3592.782471
	Iteration 8Q: 3 clusters Score -200629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200644.156250 Penalty: 3592.782471
	Iteration 9Q: 3 clusters Score -200644.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -200674.953125 Penalty: 3592.782471
	Iteration 10Q: 3 clusters Score -200675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -200711.375000 Penalty: 3592.782471
	Iteration 11Q: 3 clusters Score -200711.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -200766.515625 Penalty: 3592.782471
	Iteration 12Q: 3 clusters Score -200766.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200811.375000 Penalty: 3592.782471
	Iteration 13Q: 3 clusters Score -200811.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -200842.437500 Penalty: 3592.782471
	Iteration 14Q: 3 clusters Score -200842.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -200859.656250 Penalty: 3592.782471
	Iteration 15Q: 3 clusters Score -200859.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -200870.343750 Penalty: 3592.782471
	Iteration 16Q: 3 clusters Score -200870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200877.687500 Penalty: 3592.782471
	Iteration 17Q: 3 clusters Score -200877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -200885.718750 Penalty: 3592.782471
	Iteration 18Q: 3 clusters Score -200885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -200896.812500 Penalty: 3592.782471
	Iteration 19Q: 3 clusters Score -200896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200905.140625 Penalty: 3592.782471
	Iteration 20F: 3 clusters Score -200905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200909.906250 Penalty: 3592.782471
	Iteration 21Q: 3 clusters Score -200909.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -200916.171875 Penalty: 3592.782471
	Iteration 22Q: 3 clusters Score -200916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200922.515625 Penalty: 3592.782471
	Iteration 23Q: 3 clusters Score -200922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200927.046875 Penalty: 3592.782471
	Iteration 24Q: 3 clusters Score -200927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -200929.796875 Penalty: 3592.782471
	Iteration 25Q: 3 clusters Score -200929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -200930.656250 Penalty: 3592.782471
	Iteration 26Q: 3 clusters Score -200930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200932.031250 Penalty: 3592.782471
	Iteration 27Q: 3 clusters Score -200932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -200932.031250 Penalty: 3592.782471
	Iteration 28F: 3 clusters Score -200932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Entering Unmasked Estep 
Score: -1269298.125000 Penalty: 2244.384521
	Iteration 0F: 2 clusters Score -1269298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1262631.625000 Penalty: 4488.769043
	Iteration 0F: 3 clusters Score -1262632 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1264376.375000 Penalty: 4488.769043
	Iteration 1F: 3 clusters Score -1264376 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1264700.250000 Penalty: 4488.769043
	Iteration 2F: 3 clusters Score -1264700 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1264991.125000 Penalty: 4488.769043
	Iteration 3F: 3 clusters Score -1264991 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1265271.125000 Penalty: 4488.769043
	Iteration 4Q: 3 clusters Score -1265271 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1265483.875000 Penalty: 4488.769043
	Iteration 5Q: 3 clusters Score -1265484 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1265677.000000 Penalty: 4488.769043
	Iteration 6Q: 3 clusters Score -1265677 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1265847.625000 Penalty: 4488.769043
	Iteration 7Q: 3 clusters Score -1265848 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1266027.000000 Penalty: 4488.769043
	Iteration 8Q: 3 clusters Score -1266027 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1266230.250000 Penalty: 4488.769043
	Iteration 9Q: 3 clusters Score -1266230 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1266480.625000 Penalty: 4488.769043
	Iteration 10Q: 3 clusters Score -1266481 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1266771.875000 Penalty: 4488.769043
	Iteration 11Q: 3 clusters Score -1266772 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1267043.500000 Penalty: 4488.769043
	Iteration 12Q: 3 clusters Score -1267044 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1267299.000000 Penalty: 4488.769043
	Iteration 13Q: 3 clusters Score -1267299 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1267482.250000 Penalty: 4488.769043
	Iteration 14Q: 3 clusters Score -1267482 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1267645.625000 Penalty: 4488.769043
	Iteration 15Q: 3 clusters Score -1267646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1267809.875000 Penalty: 4488.769043
	Iteration 16Q: 3 clusters Score -1267810 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1267912.750000 Penalty: 4488.769043
	Iteration 17Q: 3 clusters Score -1267913 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1267984.500000 Penalty: 4488.769043
	Iteration 18Q: 3 clusters Score -1267984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1268025.875000 Penalty: 4488.769043
	Iteration 19Q: 3 clusters Score -1268026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1268049.500000 Penalty: 4488.769043
	Iteration 20F: 3 clusters Score -1268050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1268073.375000 Penalty: 4488.769043
	Iteration 21Q: 3 clusters Score -1268073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1268089.000000 Penalty: 4488.769043
	Iteration 22Q: 3 clusters Score -1268089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1268100.625000 Penalty: 4488.769043
	Iteration 23Q: 3 clusters Score -1268101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1268111.500000 Penalty: 4488.769043
	Iteration 24Q: 3 clusters Score -1268112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1268120.375000 Penalty: 4488.769043
	Iteration 25Q: 3 clusters Score -1268120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1268129.250000 Penalty: 4488.769043
	Iteration 26Q: 3 clusters Score -1268129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1268133.125000 Penalty: 4488.769043
	Iteration 27Q: 3 clusters Score -1268133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1268135.625000 Penalty: 4488.769043
	Iteration 28Q: 3 clusters Score -1268136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1268137.125000 Penalty: 4488.769043
	Iteration 29Q: 3 clusters Score -1268137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1268140.125000 Penalty: 4488.769043
	Iteration 30Q: 3 clusters Score -1268140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1268140.125000 Penalty: 4488.769043
	Iteration 31F: 3 clusters Score -1268140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Entering Unmasked Estep 
Score: -2870613.250000 Penalty: 2449.327881
	Iteration 0F: 2 clusters Score -2870613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2856887.500000 Penalty: 4898.655762
	Iteration 0F: 3 clusters Score -2856888 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2861540.000000 Penalty: 4898.655762
	Iteration 1F: 3 clusters Score -2861540 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2862177.000000 Penalty: 4898.655762
	Iteration 2F: 3 clusters Score -2862177 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2862903.000000 Penalty: 4898.655762
	Iteration 3F: 3 clusters Score -2862903 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2863669.750000 Penalty: 4898.655762
	Iteration 4F: 3 clusters Score -2863670 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2864482.750000 Penalty: 4898.655762
	Iteration 5F: 3 clusters Score -2864483 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2865232.250000 Penalty: 4898.655762
	Iteration 6F: 3 clusters Score -2865232 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2865863.500000 Penalty: 4898.655762
	Iteration 7F: 3 clusters Score -2865864 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2866356.750000 Penalty: 4898.655762
	Iteration 8Q: 3 clusters Score -2866357 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2866695.750000 Penalty: 4898.655762
	Iteration 9Q: 3 clusters Score -2866696 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2866971.500000 Penalty: 4898.655762
	Iteration 10Q: 3 clusters Score -2866972 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2867234.250000 Penalty: 4898.655762
	Iteration 11Q: 3 clusters Score -2867234 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2867456.250000 Penalty: 4898.655762
	Iteration 12Q: 3 clusters Score -2867456 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2867691.750000 Penalty: 4898.655762
	Iteration 13Q: 3 clusters Score -2867692 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2867989.500000 Penalty: 4898.655762
	Iteration 14Q: 3 clusters Score -2867990 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2868217.000000 Penalty: 4898.655762
	Iteration 15Q: 3 clusters Score -2868217 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2868433.000000 Penalty: 4898.655762
	Iteration 16Q: 3 clusters Score -2868433 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2868608.250000 Penalty: 4898.655762
	Iteration 17Q: 3 clusters Score -2868608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2868737.750000 Penalty: 4898.655762
	Iteration 18Q: 3 clusters Score -2868738 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2868831.000000 Penalty: 4898.655762
	Iteration 19Q: 3 clusters Score -2868831 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2868894.250000 Penalty: 4898.655762
	Iteration 20F: 3 clusters Score -2868894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2868948.250000 Penalty: 4898.655762
	Iteration 21Q: 3 clusters Score -2868948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2868993.000000 Penalty: 4898.655762
	Iteration 22Q: 3 clusters Score -2868993 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2869037.500000 Penalty: 4898.655762
	Iteration 23Q: 3 clusters Score -2869038 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2869073.000000 Penalty: 4898.655762
	Iteration 24Q: 3 clusters Score -2869073 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2869109.750000 Penalty: 4898.655762
	Iteration 25Q: 3 clusters Score -2869110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2869120.750000 Penalty: 4898.655762
	Iteration 26Q: 3 clusters Score -2869121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2869144.750000 Penalty: 4898.655762
	Iteration 27Q: 3 clusters Score -2869145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2869164.000000 Penalty: 4898.655762
	Iteration 28Q: 3 clusters Score -2869164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2869176.750000 Penalty: 4898.655762
	Iteration 29Q: 3 clusters Score -2869177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2869181.250000 Penalty: 4898.655762
	Iteration 30Q: 3 clusters Score -2869181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2869191.750000 Penalty: 4898.655762
	Iteration 31Q: 3 clusters Score -2869192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2869200.000000 Penalty: 4898.655762
	Iteration 32Q: 3 clusters Score -2869200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2869200.500000 Penalty: 4898.655762
	Iteration 33Q: 3 clusters Score -2869200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2869204.250000 Penalty: 4898.655762
	Iteration 34Q: 3 clusters Score -2869204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2869202.750000 Penalty: 4898.655762
	Iteration 35Q: 3 clusters Score -2869203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2869209.500000 Penalty: 4898.655762
	Iteration 36Q: 3 clusters Score -2869210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2869211.750000 Penalty: 4898.655762
	Iteration 37Q: 3 clusters Score -2869212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2869220.500000 Penalty: 4898.655762
	Iteration 38Q: 3 clusters Score -2869220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2869228.250000 Penalty: 4898.655762
	Iteration 39Q: 3 clusters Score -2869228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2869226.000000 Penalty: 4898.655762
	Iteration 40F: 3 clusters Score -2869226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2869231.000000 Penalty: 4898.655762
	Iteration 41Q: 3 clusters Score -2869231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2869235.750000 Penalty: 4898.655762
	Iteration 42Q: 3 clusters Score -2869236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2869237.500000 Penalty: 4898.655762
	Iteration 43Q: 3 clusters Score -2869238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2869244.000000 Penalty: 4898.655762
	Iteration 44Q: 3 clusters Score -2869244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -2869246.500000 Penalty: 4898.655762
	Iteration 45Q: 3 clusters Score -2869246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2869242.750000 Penalty: 4898.655762
	Iteration 46Q: 3 clusters Score -2869243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2869244.750000 Penalty: 4898.655762
	Iteration 47Q: 3 clusters Score -2869245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2869251.000000 Penalty: 4898.655762
	Iteration 48Q: 3 clusters Score -2869251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2869255.000000 Penalty: 4898.655762
	Iteration 49Q: 3 clusters Score -2869255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2869257.750000 Penalty: 4898.655762
	Iteration 50Q: 3 clusters Score -2869258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2869251.750000 Penalty: 4898.655762
	Iteration 51Q: 3 clusters Score -2869252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2869255.000000 Penalty: 4898.655762
	Iteration 52Q: 3 clusters Score -2869255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2869253.250000 Penalty: 4898.655762
	Iteration 53Q: 3 clusters Score -2869253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2869260.250000 Penalty: 4898.655762
	Iteration 54Q: 3 clusters Score -2869260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2869259.250000 Penalty: 4898.655762
	Iteration 55Q: 3 clusters Score -2869259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2869258.250000 Penalty: 4898.655762
	Iteration 56Q: 3 clusters Score -2869258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2869260.250000 Penalty: 4898.655762
	Iteration 57Q: 3 clusters Score -2869260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2869267.250000 Penalty: 4898.655762
	Iteration 58Q: 3 clusters Score -2869267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2869268.000000 Penalty: 4898.655762
	Iteration 59Q: 3 clusters Score -2869268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2869265.750000 Penalty: 4898.655762
	Iteration 60F: 3 clusters Score -2869266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2869268.500000 Penalty: 4898.655762
	Iteration 61Q: 3 clusters Score -2869268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2869269.000000 Penalty: 4898.655762
	Iteration 62Q: 3 clusters Score -2869269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2869267.500000 Penalty: 4898.655762
	Iteration 63Q: 3 clusters Score -2869268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2869271.500000 Penalty: 4898.655762
	Iteration 64Q: 3 clusters Score -2869272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2869263.750000 Penalty: 4898.655762
	Iteration 65Q: 3 clusters Score -2869264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2869269.250000 Penalty: 4898.655762
	Iteration 66Q: 3 clusters Score -2869269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2869272.500000 Penalty: 4898.655762
	Iteration 67Q: 3 clusters Score -2869272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2869278.500000 Penalty: 4898.655762
	Iteration 68Q: 3 clusters Score -2869278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2869282.000000 Penalty: 4898.655762
	Iteration 69Q: 3 clusters Score -2869282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2869281.000000 Penalty: 4898.655762
	Iteration 70Q: 3 clusters Score -2869281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2869283.250000 Penalty: 4898.655762
	Iteration 71Q: 3 clusters Score -2869283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2869279.750000 Penalty: 4898.655762
	Iteration 72Q: 3 clusters Score -2869280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2869286.750000 Penalty: 4898.655762
	Iteration 73Q: 3 clusters Score -2869287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2869291.250000 Penalty: 4898.655762
	Iteration 74Q: 3 clusters Score -2869291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2869290.500000 Penalty: 4898.655762
	Iteration 75Q: 3 clusters Score -2869290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2869293.500000 Penalty: 4898.655762
	Iteration 76Q: 3 clusters Score -2869294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2869295.500000 Penalty: 4898.655762
	Iteration 77Q: 3 clusters Score -2869296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2869297.250000 Penalty: 4898.655762
	Iteration 78Q: 3 clusters Score -2869297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2869303.000000 Penalty: 4898.655762
	Iteration 79Q: 3 clusters Score -2869303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2869302.250000 Penalty: 4898.655762
	Iteration 80F: 3 clusters Score -2869302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2869302.250000 Penalty: 4898.655762
	Iteration 81Q: 3 clusters Score -2869302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2869298.250000 Penalty: 4898.655762
	Iteration 82Q: 3 clusters Score -2869298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2869300.000000 Penalty: 4898.655762
	Iteration 83Q: 3 clusters Score -2869300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2869302.250000 Penalty: 4898.655762
	Iteration 84Q: 3 clusters Score -2869302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2869302.500000 Penalty: 4898.655762
	Iteration 85Q: 3 clusters Score -2869302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2869301.250000 Penalty: 4898.655762
	Iteration 86Q: 3 clusters Score -2869301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2869302.750000 Penalty: 4898.655762
	Iteration 87Q: 3 clusters Score -2869303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2869302.750000 Penalty: 4898.655762
	Iteration 88F: 3 clusters Score -2869303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Entering Unmasked Estep 
Score: -1509995.125000 Penalty: 2289.245605
	Iteration 0F: 2 clusters Score -1509995 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 5114 members 
Entering Unmasked Estep 
Score: -1502232.500000 Penalty: 4578.491211
	Iteration 0F: 3 clusters Score -1502232 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1504349.000000 Penalty: 4578.491211
	Iteration 1F: 3 clusters Score -1504349 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1504629.375000 Penalty: 4578.491211
	Iteration 2F: 3 clusters Score -1504629 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1504840.000000 Penalty: 4578.491211
	Iteration 3Q: 3 clusters Score -1504840 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1505051.500000 Penalty: 4578.491211
	Iteration 4Q: 3 clusters Score -1505052 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1505257.125000 Penalty: 4578.491211
	Iteration 5Q: 3 clusters Score -1505257 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1505482.875000 Penalty: 4578.491211
	Iteration 6Q: 3 clusters Score -1505483 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1505702.875000 Penalty: 4578.491211
	Iteration 7Q: 3 clusters Score -1505703 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1505898.750000 Penalty: 4578.491211
	Iteration 8Q: 3 clusters Score -1505899 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1506090.750000 Penalty: 4578.491211
	Iteration 9Q: 3 clusters Score -1506091 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1506279.250000 Penalty: 4578.491211
	Iteration 10Q: 3 clusters Score -1506279 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1506468.125000 Penalty: 4578.491211
	Iteration 11Q: 3 clusters Score -1506468 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1506643.875000 Penalty: 4578.491211
	Iteration 12Q: 3 clusters Score -1506644 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1506807.250000 Penalty: 4578.491211
	Iteration 13Q: 3 clusters Score -1506807 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1506946.250000 Penalty: 4578.491211
	Iteration 14Q: 3 clusters Score -1506946 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1507060.000000 Penalty: 4578.491211
	Iteration 15Q: 3 clusters Score -1507060 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1507137.000000 Penalty: 4578.491211
	Iteration 16Q: 3 clusters Score -1507137 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1507218.000000 Penalty: 4578.491211
	Iteration 17Q: 3 clusters Score -1507218 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1507279.125000 Penalty: 4578.491211
	Iteration 18Q: 3 clusters Score -1507279 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1507337.250000 Penalty: 4578.491211
	Iteration 19Q: 3 clusters Score -1507337 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1507401.750000 Penalty: 4578.491211
	Iteration 20F: 3 clusters Score -1507402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1507450.750000 Penalty: 4578.491211
	Iteration 21Q: 3 clusters Score -1507451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1507488.875000 Penalty: 4578.491211
	Iteration 22Q: 3 clusters Score -1507489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1507527.125000 Penalty: 4578.491211
	Iteration 23Q: 3 clusters Score -1507527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1507569.625000 Penalty: 4578.491211
	Iteration 24Q: 3 clusters Score -1507570 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1507596.250000 Penalty: 4578.491211
	Iteration 25Q: 3 clusters Score -1507596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1507617.750000 Penalty: 4578.491211
	Iteration 26Q: 3 clusters Score -1507618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1507638.125000 Penalty: 4578.491211
	Iteration 27Q: 3 clusters Score -1507638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1507652.875000 Penalty: 4578.491211
	Iteration 28Q: 3 clusters Score -1507653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1507669.625000 Penalty: 4578.491211
	Iteration 29Q: 3 clusters Score -1507670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1507681.625000 Penalty: 4578.491211
	Iteration 30Q: 3 clusters Score -1507682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1507693.250000 Penalty: 4578.491211
	Iteration 31Q: 3 clusters Score -1507693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1507704.125000 Penalty: 4578.491211
	Iteration 32Q: 3 clusters Score -1507704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1507717.875000 Penalty: 4578.491211
	Iteration 33Q: 3 clusters Score -1507718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1507730.500000 Penalty: 4578.491211
	Iteration 34Q: 3 clusters Score -1507730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1507747.750000 Penalty: 4578.491211
	Iteration 35Q: 3 clusters Score -1507748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1507768.375000 Penalty: 4578.491211
	Iteration 36Q: 3 clusters Score -1507768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1507779.875000 Penalty: 4578.491211
	Iteration 37Q: 3 clusters Score -1507780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1507800.750000 Penalty: 4578.491211
	Iteration 38Q: 3 clusters Score -1507801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1507814.250000 Penalty: 4578.491211
	Iteration 39Q: 3 clusters Score -1507814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1507825.000000 Penalty: 4578.491211
	Iteration 40F: 3 clusters Score -1507825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1507827.375000 Penalty: 4578.491211
	Iteration 41Q: 3 clusters Score -1507827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1507839.625000 Penalty: 4578.491211
	Iteration 42Q: 3 clusters Score -1507840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1507846.500000 Penalty: 4578.491211
	Iteration 43Q: 3 clusters Score -1507846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1507863.625000 Penalty: 4578.491211
	Iteration 44Q: 3 clusters Score -1507864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1507874.000000 Penalty: 4578.491211
	Iteration 45Q: 3 clusters Score -1507874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1507887.375000 Penalty: 4578.491211
	Iteration 46Q: 3 clusters Score -1507887 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1507897.125000 Penalty: 4578.491211
	Iteration 47Q: 3 clusters Score -1507897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1507909.625000 Penalty: 4578.491211
	Iteration 48Q: 3 clusters Score -1507910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1507925.375000 Penalty: 4578.491211
	Iteration 49Q: 3 clusters Score -1507925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1507943.250000 Penalty: 4578.491211
	Iteration 50Q: 3 clusters Score -1507943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1507949.250000 Penalty: 4578.491211
	Iteration 51Q: 3 clusters Score -1507949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1507959.250000 Penalty: 4578.491211
	Iteration 52Q: 3 clusters Score -1507959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1507973.375000 Penalty: 4578.491211
	Iteration 53Q: 3 clusters Score -1507973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1507978.500000 Penalty: 4578.491211
	Iteration 54Q: 3 clusters Score -1507978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1507990.625000 Penalty: 4578.491211
	Iteration 55Q: 3 clusters Score -1507991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1508002.375000 Penalty: 4578.491211
	Iteration 56Q: 3 clusters Score -1508002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1508004.250000 Penalty: 4578.491211
	Iteration 57Q: 3 clusters Score -1508004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1508011.000000 Penalty: 4578.491211
	Iteration 58Q: 3 clusters Score -1508011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1508023.125000 Penalty: 4578.491211
	Iteration 59Q: 3 clusters Score -1508023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1508028.125000 Penalty: 4578.491211
	Iteration 60F: 3 clusters Score -1508028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1508038.750000 Penalty: 4578.491211
	Iteration 61Q: 3 clusters Score -1508039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1508044.250000 Penalty: 4578.491211
	Iteration 62Q: 3 clusters Score -1508044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1508047.875000 Penalty: 4578.491211
	Iteration 63Q: 3 clusters Score -1508048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1508058.500000 Penalty: 4578.491211
	Iteration 64Q: 3 clusters Score -1508058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1508062.750000 Penalty: 4578.491211
	Iteration 65Q: 3 clusters Score -1508063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1508068.000000 Penalty: 4578.491211
	Iteration 66Q: 3 clusters Score -1508068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1508073.750000 Penalty: 4578.491211
	Iteration 67Q: 3 clusters Score -1508074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1508078.125000 Penalty: 4578.491211
	Iteration 68Q: 3 clusters Score -1508078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1508077.125000 Penalty: 4578.491211
	Iteration 69Q: 3 clusters Score -1508077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1508083.375000 Penalty: 4578.491211
	Iteration 70Q: 3 clusters Score -1508083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1508091.750000 Penalty: 4578.491211
	Iteration 71Q: 3 clusters Score -1508092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1508095.875000 Penalty: 4578.491211
	Iteration 72Q: 3 clusters Score -1508096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1508104.250000 Penalty: 4578.491211
	Iteration 73Q: 3 clusters Score -1508104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1508109.750000 Penalty: 4578.491211
	Iteration 74Q: 3 clusters Score -1508110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1508110.625000 Penalty: 4578.491211
	Iteration 75Q: 3 clusters Score -1508111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1508114.375000 Penalty: 4578.491211
	Iteration 76Q: 3 clusters Score -1508114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1508117.125000 Penalty: 4578.491211
	Iteration 77Q: 3 clusters Score -1508117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1508119.125000 Penalty: 4578.491211
	Iteration 78Q: 3 clusters Score -1508119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1508123.375000 Penalty: 4578.491211
	Iteration 79Q: 3 clusters Score -1508123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1508124.000000 Penalty: 4578.491211
	Iteration 80F: 3 clusters Score -1508124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1508128.000000 Penalty: 4578.491211
	Iteration 81Q: 3 clusters Score -1508128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1508131.500000 Penalty: 4578.491211
	Iteration 82Q: 3 clusters Score -1508132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1508131.750000 Penalty: 4578.491211
	Iteration 83Q: 3 clusters Score -1508132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1508131.625000 Penalty: 4578.491211
	Iteration 84Q: 3 clusters Score -1508132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1508133.875000 Penalty: 4578.491211
	Iteration 85Q: 3 clusters Score -1508134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1508134.625000 Penalty: 4578.491211
	Iteration 86Q: 3 clusters Score -1508135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1508135.250000 Penalty: 4578.491211
	Iteration 87Q: 3 clusters Score -1508135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1508135.250000 Penalty: 4578.491211
	Iteration 88F: 3 clusters Score -1508135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Entering Unmasked Estep 
Score: -1446967.000000 Penalty: 2275.867920
	Iteration 0F: 2 clusters Score -1446967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1439496.125000 Penalty: 4551.735840
	Iteration 0F: 3 clusters Score -1439496 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1441677.750000 Penalty: 4551.735840
	Iteration 1F: 3 clusters Score -1441678 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1442047.750000 Penalty: 4551.735840
	Iteration 2F: 3 clusters Score -1442048 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1442359.125000 Penalty: 4551.735840
	Iteration 3F: 3 clusters Score -1442359 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1442616.125000 Penalty: 4551.735840
	Iteration 4Q: 3 clusters Score -1442616 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1442810.375000 Penalty: 4551.735840
	Iteration 5Q: 3 clusters Score -1442810 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1443002.250000 Penalty: 4551.735840
	Iteration 6Q: 3 clusters Score -1443002 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1443197.625000 Penalty: 4551.735840
	Iteration 7Q: 3 clusters Score -1443198 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1443416.375000 Penalty: 4551.735840
	Iteration 8Q: 3 clusters Score -1443416 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1443607.250000 Penalty: 4551.735840
	Iteration 9Q: 3 clusters Score -1443607 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1443815.375000 Penalty: 4551.735840
	Iteration 10Q: 3 clusters Score -1443815 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1444061.250000 Penalty: 4551.735840
	Iteration 11Q: 3 clusters Score -1444061 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1444319.500000 Penalty: 4551.735840
	Iteration 12Q: 3 clusters Score -1444320 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1444567.750000 Penalty: 4551.735840
	Iteration 13Q: 3 clusters Score -1444568 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1444764.000000 Penalty: 4551.735840
	Iteration 14Q: 3 clusters Score -1444764 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1444942.750000 Penalty: 4551.735840
	Iteration 15Q: 3 clusters Score -1444943 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1445081.875000 Penalty: 4551.735840
	Iteration 16Q: 3 clusters Score -1445082 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1445214.875000 Penalty: 4551.735840
	Iteration 17Q: 3 clusters Score -1445215 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1445316.375000 Penalty: 4551.735840
	Iteration 18Q: 3 clusters Score -1445316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1445403.875000 Penalty: 4551.735840
	Iteration 19Q: 3 clusters Score -1445404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1445469.000000 Penalty: 4551.735840
	Iteration 20F: 3 clusters Score -1445469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1445507.625000 Penalty: 4551.735840
	Iteration 21Q: 3 clusters Score -1445508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1445548.625000 Penalty: 4551.735840
	Iteration 22Q: 3 clusters Score -1445549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1445584.125000 Penalty: 4551.735840
	Iteration 23Q: 3 clusters Score -1445584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1445615.625000 Penalty: 4551.735840
	Iteration 24Q: 3 clusters Score -1445616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1445636.625000 Penalty: 4551.735840
	Iteration 25Q: 3 clusters Score -1445637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1445648.375000 Penalty: 4551.735840
	Iteration 26Q: 3 clusters Score -1445648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1445662.000000 Penalty: 4551.735840
	Iteration 27Q: 3 clusters Score -1445662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1445673.000000 Penalty: 4551.735840
	Iteration 28Q: 3 clusters Score -1445673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1445679.875000 Penalty: 4551.735840
	Iteration 29Q: 3 clusters Score -1445680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1445695.000000 Penalty: 4551.735840
	Iteration 30Q: 3 clusters Score -1445695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1445713.625000 Penalty: 4551.735840
	Iteration 31Q: 3 clusters Score -1445714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1445731.250000 Penalty: 4551.735840
	Iteration 32Q: 3 clusters Score -1445731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1445745.500000 Penalty: 4551.735840
	Iteration 33Q: 3 clusters Score -1445746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1445756.250000 Penalty: 4551.735840
	Iteration 34Q: 3 clusters Score -1445756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1445765.000000 Penalty: 4551.735840
	Iteration 35Q: 3 clusters Score -1445765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1445774.125000 Penalty: 4551.735840
	Iteration 36Q: 3 clusters Score -1445774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1445776.000000 Penalty: 4551.735840
	Iteration 37Q: 3 clusters Score -1445776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1445783.250000 Penalty: 4551.735840
	Iteration 38Q: 3 clusters Score -1445783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1445783.625000 Penalty: 4551.735840
	Iteration 39Q: 3 clusters Score -1445784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1445789.000000 Penalty: 4551.735840
	Iteration 40F: 3 clusters Score -1445789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1445795.000000 Penalty: 4551.735840
	Iteration 41Q: 3 clusters Score -1445795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1445799.750000 Penalty: 4551.735840
	Iteration 42Q: 3 clusters Score -1445800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1445810.125000 Penalty: 4551.735840
	Iteration 43Q: 3 clusters Score -1445810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1445812.250000 Penalty: 4551.735840
	Iteration 44Q: 3 clusters Score -1445812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1445814.625000 Penalty: 4551.735840
	Iteration 45Q: 3 clusters Score -1445815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1445815.625000 Penalty: 4551.735840
	Iteration 46Q: 3 clusters Score -1445816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1445816.875000 Penalty: 4551.735840
	Iteration 47Q: 3 clusters Score -1445817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1445816.875000 Penalty: 4551.735840
	Iteration 48F: 3 clusters Score -1445817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Entering Unmasked Estep 
Score: -6528340.500000 Penalty: 2649.405762
	Iteration 0F: 2 clusters Score -6528340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -6498714.000000 Penalty: 5298.811523
	Iteration 0F: 3 clusters Score -6498714 nChanged 19997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -6509832.500000 Penalty: 5298.811523
	Iteration 1F: 3 clusters Score -6509832 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -6510495.500000 Penalty: 5298.811523
	Iteration 2Q: 3 clusters Score -6510496 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -6511209.500000 Penalty: 5298.811523
	Iteration 3Q: 3 clusters Score -6511210 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -6512055.000000 Penalty: 5298.811523
	Iteration 4Q: 3 clusters Score -6512055 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -6513053.000000 Penalty: 5298.811523
	Iteration 5Q: 3 clusters Score -6513053 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -6514520.500000 Penalty: 5298.811523
	Iteration 6F: 3 clusters Score -6514520 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -6516657.000000 Penalty: 5298.811523
	Iteration 7F: 3 clusters Score -6516657 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6519232.000000 Penalty: 5298.811523
	Iteration 8F: 3 clusters Score -6519232 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -6521518.500000 Penalty: 5298.811523
	Iteration 9F: 3 clusters Score -6521518 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6523161.500000 Penalty: 5298.811523
	Iteration 10Q: 3 clusters Score -6523162 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -6524109.500000 Penalty: 5298.811523
	Iteration 11Q: 3 clusters Score -6524110 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6524689.500000 Penalty: 5298.811523
	Iteration 12Q: 3 clusters Score -6524690 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6525144.500000 Penalty: 5298.811523
	Iteration 13Q: 3 clusters Score -6525144 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6525457.500000 Penalty: 5298.811523
	Iteration 14Q: 3 clusters Score -6525458 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -6525673.500000 Penalty: 5298.811523
	Iteration 15Q: 3 clusters Score -6525674 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6525903.000000 Penalty: 5298.811523
	Iteration 16Q: 3 clusters Score -6525903 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6526042.000000 Penalty: 5298.811523
	Iteration 17Q: 3 clusters Score -6526042 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6526167.000000 Penalty: 5298.811523
	Iteration 18Q: 3 clusters Score -6526167 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6526238.500000 Penalty: 5298.811523
	Iteration 19Q: 3 clusters Score -6526238 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6526314.500000 Penalty: 5298.811523
	Iteration 20F: 3 clusters Score -6526314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6526385.000000 Penalty: 5298.811523
	Iteration 21Q: 3 clusters Score -6526385 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6526450.500000 Penalty: 5298.811523
	Iteration 22Q: 3 clusters Score -6526450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -6526496.500000 Penalty: 5298.811523
	Iteration 23Q: 3 clusters Score -6526496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6526536.500000 Penalty: 5298.811523
	Iteration 24Q: 3 clusters Score -6526536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -6526549.500000 Penalty: 5298.811523
	Iteration 25Q: 3 clusters Score -6526550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6526558.500000 Penalty: 5298.811523
	Iteration 26Q: 3 clusters Score -6526558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6526571.500000 Penalty: 5298.811523
	Iteration 27Q: 3 clusters Score -6526572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -6526584.000000 Penalty: 5298.811523
	Iteration 28Q: 3 clusters Score -6526584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6526599.000000 Penalty: 5298.811523
	Iteration 29Q: 3 clusters Score -6526599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6526598.000000 Penalty: 5298.811523
	Iteration 30Q: 3 clusters Score -6526598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6526613.500000 Penalty: 5298.811523
	Iteration 31Q: 3 clusters Score -6526614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6526618.500000 Penalty: 5298.811523
	Iteration 32Q: 3 clusters Score -6526618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -6526631.500000 Penalty: 5298.811523
	Iteration 33Q: 3 clusters Score -6526632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6526641.500000 Penalty: 5298.811523
	Iteration 34Q: 3 clusters Score -6526642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6526640.000000 Penalty: 5298.811523
	Iteration 35Q: 3 clusters Score -6526640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6526632.500000 Penalty: 5298.811523
	Iteration 36Q: 3 clusters Score -6526632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -6526636.500000 Penalty: 5298.811523
	Iteration 37Q: 3 clusters Score -6526636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6526636.500000 Penalty: 5298.811523
	Iteration 38Q: 3 clusters Score -6526636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6526629.500000 Penalty: 5298.811523
	Iteration 39Q: 3 clusters Score -6526630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6526635.000000 Penalty: 5298.811523
	Iteration 40F: 3 clusters Score -6526635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6526636.500000 Penalty: 5298.811523
	Iteration 41Q: 3 clusters Score -6526636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6526640.000000 Penalty: 5298.811523
	Iteration 42Q: 3 clusters Score -6526640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6526639.500000 Penalty: 5298.811523
	Iteration 43Q: 3 clusters Score -6526640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6526641.500000 Penalty: 5298.811523
	Iteration 44Q: 3 clusters Score -6526642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6526640.000000 Penalty: 5298.811523
	Iteration 45Q: 3 clusters Score -6526640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6526640.500000 Penalty: 5298.811523
	Iteration 46Q: 3 clusters Score -6526640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6526647.500000 Penalty: 5298.811523
	Iteration 47Q: 3 clusters Score -6526648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6526639.500000 Penalty: 5298.811523
	Iteration 48Q: 3 clusters Score -6526640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -6526639.500000 Penalty: 5298.811523
	Iteration 49F: 3 clusters Score -6526640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Entering Unmasked Estep 
Score: -3184756.250000 Penalty: 2474.599609
	Iteration 0F: 2 clusters Score -3184756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3169757.500000 Penalty: 4949.199219
	Iteration 0F: 3 clusters Score -3169758 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3174754.500000 Penalty: 4949.199219
	Iteration 1F: 3 clusters Score -3174754 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3175124.000000 Penalty: 4949.199219
	Iteration 2Q: 3 clusters Score -3175124 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3175448.750000 Penalty: 4949.199219
	Iteration 3Q: 3 clusters Score -3175449 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3175736.500000 Penalty: 4949.199219
	Iteration 4Q: 3 clusters Score -3175736 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3176016.500000 Penalty: 4949.199219
	Iteration 5Q: 3 clusters Score -3176016 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3176342.500000 Penalty: 4949.199219
	Iteration 6Q: 3 clusters Score -3176342 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3176786.000000 Penalty: 4949.199219
	Iteration 7Q: 3 clusters Score -3176786 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3177245.000000 Penalty: 4949.199219
	Iteration 8Q: 3 clusters Score -3177245 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3177810.750000 Penalty: 4949.199219
	Iteration 9Q: 3 clusters Score -3177811 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -3178431.500000 Penalty: 4949.199219
	Iteration 10Q: 3 clusters Score -3178432 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -3179061.750000 Penalty: 4949.199219
	Iteration 11Q: 3 clusters Score -3179062 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3179559.750000 Penalty: 4949.199219
	Iteration 12Q: 3 clusters Score -3179560 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3180036.500000 Penalty: 4949.199219
	Iteration 13Q: 3 clusters Score -3180036 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3180429.000000 Penalty: 4949.199219
	Iteration 14Q: 3 clusters Score -3180429 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -3180750.750000 Penalty: 4949.199219
	Iteration 15Q: 3 clusters Score -3180751 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3181076.500000 Penalty: 4949.199219
	Iteration 16Q: 3 clusters Score -3181076 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3181344.000000 Penalty: 4949.199219
	Iteration 17Q: 3 clusters Score -3181344 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3181557.750000 Penalty: 4949.199219
	Iteration 18Q: 3 clusters Score -3181558 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3181782.000000 Penalty: 4949.199219
	Iteration 19Q: 3 clusters Score -3181782 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3181965.250000 Penalty: 4949.199219
	Iteration 20F: 3 clusters Score -3181965 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3182103.000000 Penalty: 4949.199219
	Iteration 21Q: 3 clusters Score -3182103 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3182224.500000 Penalty: 4949.199219
	Iteration 22Q: 3 clusters Score -3182224 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3182286.250000 Penalty: 4949.199219
	Iteration 23Q: 3 clusters Score -3182286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3182394.500000 Penalty: 4949.199219
	Iteration 24Q: 3 clusters Score -3182394 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3182494.250000 Penalty: 4949.199219
	Iteration 25Q: 3 clusters Score -3182494 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3182572.500000 Penalty: 4949.199219
	Iteration 26Q: 3 clusters Score -3182572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -3182640.750000 Penalty: 4949.199219
	Iteration 27Q: 3 clusters Score -3182641 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3182698.250000 Penalty: 4949.199219
	Iteration 28Q: 3 clusters Score -3182698 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3182750.500000 Penalty: 4949.199219
	Iteration 29Q: 3 clusters Score -3182750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3182790.500000 Penalty: 4949.199219
	Iteration 30Q: 3 clusters Score -3182790 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3182819.250000 Penalty: 4949.199219
	Iteration 31Q: 3 clusters Score -3182819 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3182838.250000 Penalty: 4949.199219
	Iteration 32Q: 3 clusters Score -3182838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3182858.000000 Penalty: 4949.199219
	Iteration 33Q: 3 clusters Score -3182858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3182877.250000 Penalty: 4949.199219
	Iteration 34Q: 3 clusters Score -3182877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -3182901.000000 Penalty: 4949.199219
	Iteration 35Q: 3 clusters Score -3182901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3182922.000000 Penalty: 4949.199219
	Iteration 36Q: 3 clusters Score -3182922 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3182939.500000 Penalty: 4949.199219
	Iteration 37Q: 3 clusters Score -3182940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3182946.250000 Penalty: 4949.199219
	Iteration 38Q: 3 clusters Score -3182946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3182954.750000 Penalty: 4949.199219
	Iteration 39Q: 3 clusters Score -3182955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3182963.500000 Penalty: 4949.199219
	Iteration 40F: 3 clusters Score -3182964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3182962.750000 Penalty: 4949.199219
	Iteration 41Q: 3 clusters Score -3182963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3182970.000000 Penalty: 4949.199219
	Iteration 42Q: 3 clusters Score -3182970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3182971.000000 Penalty: 4949.199219
	Iteration 43Q: 3 clusters Score -3182971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3182973.250000 Penalty: 4949.199219
	Iteration 44Q: 3 clusters Score -3182973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -3182978.750000 Penalty: 4949.199219
	Iteration 45Q: 3 clusters Score -3182979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3182983.750000 Penalty: 4949.199219
	Iteration 46Q: 3 clusters Score -3182984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3182981.000000 Penalty: 4949.199219
	Iteration 47Q: 3 clusters Score -3182981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3182983.750000 Penalty: 4949.199219
	Iteration 48Q: 3 clusters Score -3182984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3182984.250000 Penalty: 4949.199219
	Iteration 49Q: 3 clusters Score -3182984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3182983.000000 Penalty: 4949.199219
	Iteration 50Q: 3 clusters Score -3182983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3182982.750000 Penalty: 4949.199219
	Iteration 51Q: 3 clusters Score -3182983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -3182984.000000 Penalty: 4949.199219
	Iteration 52Q: 3 clusters Score -3182984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -3182986.500000 Penalty: 4949.199219
	Iteration 53Q: 3 clusters Score -3182986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3182988.750000 Penalty: 4949.199219
	Iteration 54Q: 3 clusters Score -3182989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3182991.000000 Penalty: 4949.199219
	Iteration 55Q: 3 clusters Score -3182991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3182988.750000 Penalty: 4949.199219
	Iteration 56Q: 3 clusters Score -3182989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3182989.250000 Penalty: 4949.199219
	Iteration 57Q: 3 clusters Score -3182989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3182992.500000 Penalty: 4949.199219
	Iteration 58Q: 3 clusters Score -3182992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3182994.750000 Penalty: 4949.199219
	Iteration 59Q: 3 clusters Score -3182995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3182995.750000 Penalty: 4949.199219
	Iteration 60F: 3 clusters Score -3182996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3182997.750000 Penalty: 4949.199219
	Iteration 61Q: 3 clusters Score -3182998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3182995.750000 Penalty: 4949.199219
	Iteration 62Q: 3 clusters Score -3182996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3182995.750000 Penalty: 4949.199219
	Iteration 63Q: 3 clusters Score -3182996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3182994.500000 Penalty: 4949.199219
	Iteration 64Q: 3 clusters Score -3182994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -3183001.250000 Penalty: 4949.199219
	Iteration 65Q: 3 clusters Score -3183001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3183001.250000 Penalty: 4949.199219
	Iteration 66Q: 3 clusters Score -3183001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3183000.250000 Penalty: 4949.199219
	Iteration 67Q: 3 clusters Score -3183000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3183000.250000 Penalty: 4949.199219
	Iteration 68F: 3 clusters Score -3183000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -77268.390625 Penalty: 1613.804810
	Iteration 0F: 2 clusters Score -77268.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -76050.601562 Penalty: 3227.609619
	Iteration 0F: 3 clusters Score -76050.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -76841.007812 Penalty: 3227.609619
	Iteration 1F: 3 clusters Score -76841.01 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77441.000000 Penalty: 3227.609619
	Iteration 2F: 3 clusters Score -77441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77685.015625 Penalty: 3227.609619
	Iteration 3F: 3 clusters Score -77685.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -77799.804688 Penalty: 3227.609619
	Iteration 4Q: 3 clusters Score -77799.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -77821.062500 Penalty: 3227.609619
	Iteration 5Q: 3 clusters Score -77821.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77825.679688 Penalty: 3227.609619
	Iteration 6Q: 3 clusters Score -77825.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -77827.492188 Penalty: 3227.609619
	Iteration 7Q: 3 clusters Score -77827.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77833.031250 Penalty: 3227.609619
	Iteration 8Q: 3 clusters Score -77833.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77833.031250 Penalty: 3227.609619
	Iteration 9F: 3 clusters Score -77833.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Entering Unmasked Estep 
Score: -115053552.000000 Penalty: 161847.281250
Splitting cluster 18 changes total score from -115053312.000000 to -115053552.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 19 (18898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Entering Unmasked Estep 
Score: -2605475.500000 Penalty: 2442.009277
	Iteration 0F: 2 clusters Score -2605476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2592126.250000 Penalty: 4884.018555
	Iteration 0F: 3 clusters Score -2592126 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2597132.250000 Penalty: 4884.018555
	Iteration 1F: 3 clusters Score -2597132 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2598223.000000 Penalty: 4884.018555
	Iteration 2F: 3 clusters Score -2598223 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2599343.750000 Penalty: 4884.018555
	Iteration 3F: 3 clusters Score -2599344 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2600410.500000 Penalty: 4884.018555
	Iteration 4F: 3 clusters Score -2600410 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2601298.750000 Penalty: 4884.018555
	Iteration 5F: 3 clusters Score -2601299 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2602104.000000 Penalty: 4884.018555
	Iteration 6F: 3 clusters Score -2602104 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2602749.000000 Penalty: 4884.018555
	Iteration 7Q: 3 clusters Score -2602749 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2603293.500000 Penalty: 4884.018555
	Iteration 8Q: 3 clusters Score -2603294 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2603766.000000 Penalty: 4884.018555
	Iteration 9Q: 3 clusters Score -2603766 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2604062.250000 Penalty: 4884.018555
	Iteration 10Q: 3 clusters Score -2604062 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2604246.750000 Penalty: 4884.018555
	Iteration 11Q: 3 clusters Score -2604247 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2604330.500000 Penalty: 4884.018555
	Iteration 12Q: 3 clusters Score -2604330 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2604399.750000 Penalty: 4884.018555
	Iteration 13Q: 3 clusters Score -2604400 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2604459.500000 Penalty: 4884.018555
	Iteration 14Q: 3 clusters Score -2604460 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2604504.750000 Penalty: 4884.018555
	Iteration 15Q: 3 clusters Score -2604505 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2604549.000000 Penalty: 4884.018555
	Iteration 16Q: 3 clusters Score -2604549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2604572.500000 Penalty: 4884.018555
	Iteration 17Q: 3 clusters Score -2604572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2604586.250000 Penalty: 4884.018555
	Iteration 18Q: 3 clusters Score -2604586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2604602.000000 Penalty: 4884.018555
	Iteration 19Q: 3 clusters Score -2604602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2604611.000000 Penalty: 4884.018555
	Iteration 20F: 3 clusters Score -2604611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -2604628.250000 Penalty: 4884.018555
	Iteration 21Q: 3 clusters Score -2604628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2604637.250000 Penalty: 4884.018555
	Iteration 22Q: 3 clusters Score -2604637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2604646.250000 Penalty: 4884.018555
	Iteration 23Q: 3 clusters Score -2604646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -2604661.000000 Penalty: 4884.018555
	Iteration 24Q: 3 clusters Score -2604661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2604667.750000 Penalty: 4884.018555
	Iteration 25Q: 3 clusters Score -2604668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2604690.750000 Penalty: 4884.018555
	Iteration 26Q: 3 clusters Score -2604691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2604702.000000 Penalty: 4884.018555
	Iteration 27Q: 3 clusters Score -2604702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2604709.750000 Penalty: 4884.018555
	Iteration 28Q: 3 clusters Score -2604710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2604726.750000 Penalty: 4884.018555
	Iteration 29Q: 3 clusters Score -2604727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2604724.750000 Penalty: 4884.018555
	Iteration 30Q: 3 clusters Score -2604725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2604732.250000 Penalty: 4884.018555
	Iteration 31Q: 3 clusters Score -2604732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2604735.500000 Penalty: 4884.018555
	Iteration 32Q: 3 clusters Score -2604736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2604743.500000 Penalty: 4884.018555
	Iteration 33Q: 3 clusters Score -2604744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2604749.000000 Penalty: 4884.018555
	Iteration 34Q: 3 clusters Score -2604749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2604759.750000 Penalty: 4884.018555
	Iteration 35Q: 3 clusters Score -2604760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2604755.750000 Penalty: 4884.018555
	Iteration 36Q: 3 clusters Score -2604756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2604758.250000 Penalty: 4884.018555
	Iteration 37Q: 3 clusters Score -2604758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2604755.000000 Penalty: 4884.018555
	Iteration 38Q: 3 clusters Score -2604755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2604758.000000 Penalty: 4884.018555
	Iteration 39Q: 3 clusters Score -2604758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2604761.250000 Penalty: 4884.018555
	Iteration 40F: 3 clusters Score -2604761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2604761.250000 Penalty: 4884.018555
	Iteration 41Q: 3 clusters Score -2604761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2604762.250000 Penalty: 4884.018555
	Iteration 42Q: 3 clusters Score -2604762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2604760.750000 Penalty: 4884.018555
	Iteration 43Q: 3 clusters Score -2604761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2604760.750000 Penalty: 4884.018555
	Iteration 44F: 3 clusters Score -2604761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -75529.156250 Penalty: 1586.438599
	Iteration 0F: 2 clusters Score -75529.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74018.367188 Penalty: 3172.877197
	Iteration 0F: 3 clusters Score -74018.37 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74351.304688 Penalty: 3172.877197
	Iteration 1F: 3 clusters Score -74351.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74484.789062 Penalty: 3172.877197
	Iteration 2F: 3 clusters Score -74484.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74614.867188 Penalty: 3172.877197
	Iteration 3Q: 3 clusters Score -74614.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74752.718750 Penalty: 3172.877197
	Iteration 4Q: 3 clusters Score -74752.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -74886.687500 Penalty: 3172.877197
	Iteration 5Q: 3 clusters Score -74886.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74956.781250 Penalty: 3172.877197
	Iteration 6Q: 3 clusters Score -74956.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75018.507812 Penalty: 3172.877197
	Iteration 7Q: 3 clusters Score -75018.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75029.789062 Penalty: 3172.877197
	Iteration 8Q: 3 clusters Score -75029.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75029.789062 Penalty: 3172.877197
	Iteration 9F: 3 clusters Score -75029.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (88501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Entering Unmasked Estep 
Score: -13340026.000000 Penalty: 2824.910645
	Iteration 0F: 2 clusters Score -1.334003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -13280661.000000 Penalty: 5649.821289
	Iteration 0F: 3 clusters Score -1.328066e+07 nChanged 41834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -13304467.000000 Penalty: 5649.821289
	Iteration 1F: 3 clusters Score -1.330447e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -13305130.000000 Penalty: 5649.821289
	Iteration 2Q: 3 clusters Score -1.330513e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -13305890.000000 Penalty: 5649.821289
	Iteration 3Q: 3 clusters Score -1.330589e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -13307157.000000 Penalty: 5649.821289
	Iteration 4Q: 3 clusters Score -1.330716e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -13308815.000000 Penalty: 5649.821289
	Iteration 5Q: 3 clusters Score -1.330882e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -13311589.000000 Penalty: 5649.821289
	Iteration 6F: 3 clusters Score -1.331159e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 64519 members 
Entering Unmasked Estep 
Score: -13316049.000000 Penalty: 5649.821289
	Iteration 7F: 3 clusters Score -1.331605e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -13322312.000000 Penalty: 5649.821289
	Iteration 8F: 3 clusters Score -1.332231e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -13328725.000000 Penalty: 5649.821289
	Iteration 9F: 3 clusters Score -1.332872e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 83639 members 
Entering Unmasked Estep 
Score: -13333424.000000 Penalty: 5649.821289
	Iteration 10F: 3 clusters Score -1.333342e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -13335889.000000 Penalty: 5649.821289
	Iteration 11Q: 3 clusters Score -1.333589e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -13336891.000000 Penalty: 5649.821289
	Iteration 12Q: 3 clusters Score -1.333689e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -13337230.000000 Penalty: 5649.821289
	Iteration 13Q: 3 clusters Score -1.333723e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 88018 members 
Entering Unmasked Estep 
Score: -13337379.000000 Penalty: 5649.821289
	Iteration 14Q: 3 clusters Score -1.333738e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -13337447.000000 Penalty: 5649.821289
	Iteration 15Q: 3 clusters Score -1.333745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -13337497.000000 Penalty: 5649.821289
	Iteration 16Q: 3 clusters Score -1.33375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -13337547.000000 Penalty: 5649.821289
	Iteration 17Q: 3 clusters Score -1.333755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -13337566.000000 Penalty: 5649.821289
	Iteration 18Q: 3 clusters Score -1.333757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -13337586.000000 Penalty: 5649.821289
	Iteration 19Q: 3 clusters Score -1.333759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 88163 members 
Entering Unmasked Estep 
Score: -13337602.000000 Penalty: 5649.821289
	Iteration 20F: 3 clusters Score -1.33376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -13337597.000000 Penalty: 5649.821289
	Iteration 21Q: 3 clusters Score -1.33376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 88172 members 
Entering Unmasked Estep 
Score: -13337604.000000 Penalty: 5649.821289
	Iteration 22Q: 3 clusters Score -1.33376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 88173 members 
Entering Unmasked Estep 
Score: -13337599.000000 Penalty: 5649.821289
	Iteration 23Q: 3 clusters Score -1.33376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 88176 members 
Entering Unmasked Estep 
Score: -13337606.000000 Penalty: 5649.821289
	Iteration 24Q: 3 clusters Score -1.333761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -13337606.000000 Penalty: 5649.821289
	Iteration 25Q: 3 clusters Score -1.333761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -13337618.000000 Penalty: 5649.821289
	Iteration 26Q: 3 clusters Score -1.333762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 88179 members 
Entering Unmasked Estep 
Score: -13337618.000000 Penalty: 5649.821289
	Iteration 27F: 3 clusters Score -1.333762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Entering Unmasked Estep 
Score: -5019182.000000 Penalty: 2601.484375
	Iteration 0F: 2 clusters Score -5019182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4994773.000000 Penalty: 5202.968750
	Iteration 0F: 3 clusters Score -4994773 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5004031.000000 Penalty: 5202.968750
	Iteration 1F: 3 clusters Score -5004031 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -5005005.000000 Penalty: 5202.968750
	Iteration 2F: 3 clusters Score -5005005 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -5006347.000000 Penalty: 5202.968750
	Iteration 3F: 3 clusters Score -5006347 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5007862.000000 Penalty: 5202.968750
	Iteration 4F: 3 clusters Score -5007862 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -5009434.000000 Penalty: 5202.968750
	Iteration 5F: 3 clusters Score -5009434 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -5011092.500000 Penalty: 5202.968750
	Iteration 6F: 3 clusters Score -5011092 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5012718.000000 Penalty: 5202.968750
	Iteration 7F: 3 clusters Score -5012718 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5014068.000000 Penalty: 5202.968750
	Iteration 8Q: 3 clusters Score -5014068 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -5015070.500000 Penalty: 5202.968750
	Iteration 9Q: 3 clusters Score -5015070 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -5015772.000000 Penalty: 5202.968750
	Iteration 10Q: 3 clusters Score -5015772 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5016280.000000 Penalty: 5202.968750
	Iteration 11Q: 3 clusters Score -5016280 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -5016689.500000 Penalty: 5202.968750
	Iteration 12Q: 3 clusters Score -5016690 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -5017019.000000 Penalty: 5202.968750
	Iteration 13Q: 3 clusters Score -5017019 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -5017301.000000 Penalty: 5202.968750
	Iteration 14Q: 3 clusters Score -5017301 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -5017507.000000 Penalty: 5202.968750
	Iteration 15Q: 3 clusters Score -5017507 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5017676.000000 Penalty: 5202.968750
	Iteration 16Q: 3 clusters Score -5017676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5017773.000000 Penalty: 5202.968750
	Iteration 17Q: 3 clusters Score -5017773 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -5017840.000000 Penalty: 5202.968750
	Iteration 18Q: 3 clusters Score -5017840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5017895.000000 Penalty: 5202.968750
	Iteration 19Q: 3 clusters Score -5017895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -5017940.500000 Penalty: 5202.968750
	Iteration 20F: 3 clusters Score -5017940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -5017976.000000 Penalty: 5202.968750
	Iteration 21Q: 3 clusters Score -5017976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -5017992.000000 Penalty: 5202.968750
	Iteration 22Q: 3 clusters Score -5017992 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -5018016.500000 Penalty: 5202.968750
	Iteration 23Q: 3 clusters Score -5018016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -5018018.000000 Penalty: 5202.968750
	Iteration 24Q: 3 clusters Score -5018018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5018032.000000 Penalty: 5202.968750
	Iteration 25Q: 3 clusters Score -5018032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -5018035.000000 Penalty: 5202.968750
	Iteration 26Q: 3 clusters Score -5018035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -5018045.500000 Penalty: 5202.968750
	Iteration 27Q: 3 clusters Score -5018046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -5018068.500000 Penalty: 5202.968750
	Iteration 28Q: 3 clusters Score -5018068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -5018070.500000 Penalty: 5202.968750
	Iteration 29Q: 3 clusters Score -5018070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -5018080.500000 Penalty: 5202.968750
	Iteration 30Q: 3 clusters Score -5018080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -5018092.500000 Penalty: 5202.968750
	Iteration 31Q: 3 clusters Score -5018092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -5018097.000000 Penalty: 5202.968750
	Iteration 32Q: 3 clusters Score -5018097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5018109.000000 Penalty: 5202.968750
	Iteration 33Q: 3 clusters Score -5018109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -5018115.000000 Penalty: 5202.968750
	Iteration 34Q: 3 clusters Score -5018115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -5018107.000000 Penalty: 5202.968750
	Iteration 35Q: 3 clusters Score -5018107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -5018114.500000 Penalty: 5202.968750
	Iteration 36Q: 3 clusters Score -5018114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -5018109.500000 Penalty: 5202.968750
	Iteration 37Q: 3 clusters Score -5018110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -5018116.500000 Penalty: 5202.968750
	Iteration 38Q: 3 clusters Score -5018116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5018119.500000 Penalty: 5202.968750
	Iteration 39Q: 3 clusters Score -5018120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -5018120.000000 Penalty: 5202.968750
	Iteration 40F: 3 clusters Score -5018120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -5018132.500000 Penalty: 5202.968750
	Iteration 41Q: 3 clusters Score -5018132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -5018135.000000 Penalty: 5202.968750
	Iteration 42Q: 3 clusters Score -5018135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5018131.000000 Penalty: 5202.968750
	Iteration 43Q: 3 clusters Score -5018131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -5018135.000000 Penalty: 5202.968750
	Iteration 44Q: 3 clusters Score -5018135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -5018136.000000 Penalty: 5202.968750
	Iteration 45Q: 3 clusters Score -5018136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -5018133.000000 Penalty: 5202.968750
	Iteration 46Q: 3 clusters Score -5018133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -5018131.000000 Penalty: 5202.968750
	Iteration 47Q: 3 clusters Score -5018131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -5018130.000000 Penalty: 5202.968750
	Iteration 48Q: 3 clusters Score -5018130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -5018133.500000 Penalty: 5202.968750
	Iteration 49Q: 3 clusters Score -5018134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -5018138.500000 Penalty: 5202.968750
	Iteration 50Q: 3 clusters Score -5018138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -5018140.500000 Penalty: 5202.968750
	Iteration 51Q: 3 clusters Score -5018140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -5018139.500000 Penalty: 5202.968750
	Iteration 52Q: 3 clusters Score -5018140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -5018142.500000 Penalty: 5202.968750
	Iteration 53Q: 3 clusters Score -5018142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5018144.500000 Penalty: 5202.968750
	Iteration 54Q: 3 clusters Score -5018144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5018141.000000 Penalty: 5202.968750
	Iteration 55Q: 3 clusters Score -5018141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -5018141.000000 Penalty: 5202.968750
	Iteration 56Q: 3 clusters Score -5018141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -5018136.500000 Penalty: 5202.968750
	Iteration 57Q: 3 clusters Score -5018136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -5018134.500000 Penalty: 5202.968750
	Iteration 58Q: 3 clusters Score -5018134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -5018135.500000 Penalty: 5202.968750
	Iteration 59Q: 3 clusters Score -5018136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -5018141.500000 Penalty: 5202.968750
	Iteration 60F: 3 clusters Score -5018142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -5018144.000000 Penalty: 5202.968750
	Iteration 61Q: 3 clusters Score -5018144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -5018149.500000 Penalty: 5202.968750
	Iteration 62Q: 3 clusters Score -5018150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -5018150.500000 Penalty: 5202.968750
	Iteration 63Q: 3 clusters Score -5018150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -5018152.000000 Penalty: 5202.968750
	Iteration 64Q: 3 clusters Score -5018152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5018151.000000 Penalty: 5202.968750
	Iteration 65Q: 3 clusters Score -5018151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -5018151.000000 Penalty: 5202.968750
	Iteration 66F: 3 clusters Score -5018151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Entering Unmasked Estep 
Score: -642988.437500 Penalty: 2116.590820
	Iteration 0F: 2 clusters Score -642988.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -638437.625000 Penalty: 4233.181641
	Iteration 0F: 3 clusters Score -638437.6 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -639905.875000 Penalty: 4233.181641
	Iteration 1F: 3 clusters Score -639905.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -640346.125000 Penalty: 4233.181641
	Iteration 2F: 3 clusters Score -640346.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -640655.375000 Penalty: 4233.181641
	Iteration 3F: 3 clusters Score -640655.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -640906.937500 Penalty: 4233.181641
	Iteration 4F: 3 clusters Score -640906.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -641081.125000 Penalty: 4233.181641
	Iteration 5Q: 3 clusters Score -641081.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -641207.312500 Penalty: 4233.181641
	Iteration 6Q: 3 clusters Score -641207.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -641277.625000 Penalty: 4233.181641
	Iteration 7Q: 3 clusters Score -641277.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -641326.062500 Penalty: 4233.181641
	Iteration 8Q: 3 clusters Score -641326.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -641373.000000 Penalty: 4233.181641
	Iteration 9Q: 3 clusters Score -641373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -641410.375000 Penalty: 4233.181641
	Iteration 10Q: 3 clusters Score -641410.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -641433.437500 Penalty: 4233.181641
	Iteration 11Q: 3 clusters Score -641433.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -641457.500000 Penalty: 4233.181641
	Iteration 12Q: 3 clusters Score -641457.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -641475.437500 Penalty: 4233.181641
	Iteration 13Q: 3 clusters Score -641475.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -641491.625000 Penalty: 4233.181641
	Iteration 14Q: 3 clusters Score -641491.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -641506.375000 Penalty: 4233.181641
	Iteration 15Q: 3 clusters Score -641506.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -641518.812500 Penalty: 4233.181641
	Iteration 16Q: 3 clusters Score -641518.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -641530.250000 Penalty: 4233.181641
	Iteration 17Q: 3 clusters Score -641530.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -641543.500000 Penalty: 4233.181641
	Iteration 18Q: 3 clusters Score -641543.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -641557.250000 Penalty: 4233.181641
	Iteration 19Q: 3 clusters Score -641557.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -641568.937500 Penalty: 4233.181641
	Iteration 20F: 3 clusters Score -641568.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -641578.687500 Penalty: 4233.181641
	Iteration 21Q: 3 clusters Score -641578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -641588.937500 Penalty: 4233.181641
	Iteration 22Q: 3 clusters Score -641588.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -641597.687500 Penalty: 4233.181641
	Iteration 23Q: 3 clusters Score -641597.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -641604.000000 Penalty: 4233.181641
	Iteration 24Q: 3 clusters Score -641604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -641610.187500 Penalty: 4233.181641
	Iteration 25Q: 3 clusters Score -641610.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -641619.250000 Penalty: 4233.181641
	Iteration 26Q: 3 clusters Score -641619.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -641630.312500 Penalty: 4233.181641
	Iteration 27Q: 3 clusters Score -641630.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -641643.750000 Penalty: 4233.181641
	Iteration 28Q: 3 clusters Score -641643.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -641658.562500 Penalty: 4233.181641
	Iteration 29Q: 3 clusters Score -641658.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -641667.500000 Penalty: 4233.181641
	Iteration 30Q: 3 clusters Score -641667.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -641675.312500 Penalty: 4233.181641
	Iteration 31Q: 3 clusters Score -641675.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -641681.937500 Penalty: 4233.181641
	Iteration 32Q: 3 clusters Score -641681.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -641687.250000 Penalty: 4233.181641
	Iteration 33Q: 3 clusters Score -641687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -641692.250000 Penalty: 4233.181641
	Iteration 34Q: 3 clusters Score -641692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -641697.437500 Penalty: 4233.181641
	Iteration 35Q: 3 clusters Score -641697.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -641704.062500 Penalty: 4233.181641
	Iteration 36Q: 3 clusters Score -641704.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -641708.875000 Penalty: 4233.181641
	Iteration 37Q: 3 clusters Score -641708.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -641718.937500 Penalty: 4233.181641
	Iteration 38Q: 3 clusters Score -641718.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -641723.937500 Penalty: 4233.181641
	Iteration 39Q: 3 clusters Score -641723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -641733.000000 Penalty: 4233.181641
	Iteration 40F: 3 clusters Score -641733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -641747.250000 Penalty: 4233.181641
	Iteration 41Q: 3 clusters Score -641747.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -641771.125000 Penalty: 4233.181641
	Iteration 42Q: 3 clusters Score -641771.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -641804.687500 Penalty: 4233.181641
	Iteration 43Q: 3 clusters Score -641804.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -641836.875000 Penalty: 4233.181641
	Iteration 44Q: 3 clusters Score -641836.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -641858.750000 Penalty: 4233.181641
	Iteration 45Q: 3 clusters Score -641858.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -641882.625000 Penalty: 4233.181641
	Iteration 46Q: 3 clusters Score -641882.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -641905.375000 Penalty: 4233.181641
	Iteration 47Q: 3 clusters Score -641905.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -641932.062500 Penalty: 4233.181641
	Iteration 48Q: 3 clusters Score -641932.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -641974.187500 Penalty: 4233.181641
	Iteration 49Q: 3 clusters Score -641974.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -642000.812500 Penalty: 4233.181641
	Iteration 50Q: 3 clusters Score -642000.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -642029.375000 Penalty: 4233.181641
	Iteration 51Q: 3 clusters Score -642029.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -642049.312500 Penalty: 4233.181641
	Iteration 52Q: 3 clusters Score -642049.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -642061.437500 Penalty: 4233.181641
	Iteration 53Q: 3 clusters Score -642061.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -642069.812500 Penalty: 4233.181641
	Iteration 54Q: 3 clusters Score -642069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -642073.687500 Penalty: 4233.181641
	Iteration 55Q: 3 clusters Score -642073.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -642078.500000 Penalty: 4233.181641
	Iteration 56Q: 3 clusters Score -642078.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -642084.625000 Penalty: 4233.181641
	Iteration 57Q: 3 clusters Score -642084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -642084.687500 Penalty: 4233.181641
	Iteration 58Q: 3 clusters Score -642084.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -642086.562500 Penalty: 4233.181641
	Iteration 59Q: 3 clusters Score -642086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -642089.125000 Penalty: 4233.181641
	Iteration 60F: 3 clusters Score -642089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -642090.812500 Penalty: 4233.181641
	Iteration 61Q: 3 clusters Score -642090.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -642094.375000 Penalty: 4233.181641
	Iteration 62Q: 3 clusters Score -642094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -642096.250000 Penalty: 4233.181641
	Iteration 63Q: 3 clusters Score -642096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -642098.312500 Penalty: 4233.181641
	Iteration 64Q: 3 clusters Score -642098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -642100.312500 Penalty: 4233.181641
	Iteration 65Q: 3 clusters Score -642100.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -642101.125000 Penalty: 4233.181641
	Iteration 66Q: 3 clusters Score -642101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -642101.187500 Penalty: 4233.181641
	Iteration 67Q: 3 clusters Score -642101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -642103.312500 Penalty: 4233.181641
	Iteration 68Q: 3 clusters Score -642103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -642106.687500 Penalty: 4233.181641
	Iteration 69Q: 3 clusters Score -642106.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -642112.437500 Penalty: 4233.181641
	Iteration 70Q: 3 clusters Score -642112.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -642116.812500 Penalty: 4233.181641
	Iteration 71Q: 3 clusters Score -642116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -642122.562500 Penalty: 4233.181641
	Iteration 72Q: 3 clusters Score -642122.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -642126.437500 Penalty: 4233.181641
	Iteration 73Q: 3 clusters Score -642126.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -642130.937500 Penalty: 4233.181641
	Iteration 74Q: 3 clusters Score -642130.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -642135.250000 Penalty: 4233.181641
	Iteration 75Q: 3 clusters Score -642135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -642139.500000 Penalty: 4233.181641
	Iteration 76Q: 3 clusters Score -642139.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -642142.500000 Penalty: 4233.181641
	Iteration 77Q: 3 clusters Score -642142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -642143.875000 Penalty: 4233.181641
	Iteration 78Q: 3 clusters Score -642143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -642143.875000 Penalty: 4233.181641
	Iteration 79Q: 3 clusters Score -642143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -642143.875000 Penalty: 4233.181641
	Iteration 80F: 3 clusters Score -642143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Entering Unmasked Estep 
Score: -11723687.000000 Penalty: 2795.386475
	Iteration 0F: 2 clusters Score -1.172369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -11671157.000000 Penalty: 5590.772949
	Iteration 0F: 3 clusters Score -1.167116e+07 nChanged 36806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -11691583.000000 Penalty: 5590.772949
	Iteration 1F: 3 clusters Score -1.169158e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -11692249.000000 Penalty: 5590.772949
	Iteration 2Q: 3 clusters Score -1.169225e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -11693185.000000 Penalty: 5590.772949
	Iteration 3Q: 3 clusters Score -1.169318e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -11694581.000000 Penalty: 5590.772949
	Iteration 4Q: 3 clusters Score -1.169458e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -11696902.000000 Penalty: 5590.772949
	Iteration 5F: 3 clusters Score -1.16969e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -11700237.000000 Penalty: 5590.772949
	Iteration 6F: 3 clusters Score -1.170024e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -11704913.000000 Penalty: 5590.772949
	Iteration 7F: 3 clusters Score -1.170491e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -11710040.000000 Penalty: 5590.772949
	Iteration 8F: 3 clusters Score -1.171004e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -11714602.000000 Penalty: 5590.772949
	Iteration 9F: 3 clusters Score -1.17146e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -11717843.000000 Penalty: 5590.772949
	Iteration 10Q: 3 clusters Score -1.171784e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -11719769.000000 Penalty: 5590.772949
	Iteration 11Q: 3 clusters Score -1.171977e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -11720594.000000 Penalty: 5590.772949
	Iteration 12Q: 3 clusters Score -1.172059e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -11720914.000000 Penalty: 5590.772949
	Iteration 13Q: 3 clusters Score -1.172091e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -11721053.000000 Penalty: 5590.772949
	Iteration 14Q: 3 clusters Score -1.172105e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -11721126.000000 Penalty: 5590.772949
	Iteration 15Q: 3 clusters Score -1.172113e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -11721179.000000 Penalty: 5590.772949
	Iteration 16Q: 3 clusters Score -1.172118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -11721221.000000 Penalty: 5590.772949
	Iteration 17Q: 3 clusters Score -1.172122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -11721237.000000 Penalty: 5590.772949
	Iteration 18Q: 3 clusters Score -1.172124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -11721256.000000 Penalty: 5590.772949
	Iteration 19Q: 3 clusters Score -1.172126e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -11721276.000000 Penalty: 5590.772949
	Iteration 20F: 3 clusters Score -1.172128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -11721271.000000 Penalty: 5590.772949
	Iteration 21Q: 3 clusters Score -1.172127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -11721278.000000 Penalty: 5590.772949
	Iteration 22Q: 3 clusters Score -1.172128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -11721289.000000 Penalty: 5590.772949
	Iteration 23Q: 3 clusters Score -1.172129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -11721296.000000 Penalty: 5590.772949
	Iteration 24Q: 3 clusters Score -1.17213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -11721298.000000 Penalty: 5590.772949
	Iteration 25Q: 3 clusters Score -1.17213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -11721294.000000 Penalty: 5590.772949
	Iteration 26Q: 3 clusters Score -1.172129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -11721294.000000 Penalty: 5590.772949
	Iteration 27F: 3 clusters Score -1.172129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Entering Unmasked Estep 
Score: -1678270.625000 Penalty: 2315.153809
	Iteration 0F: 2 clusters Score -1678271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1669817.750000 Penalty: 4630.307617
	Iteration 0F: 3 clusters Score -1669818 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1672323.250000 Penalty: 4630.307617
	Iteration 1F: 3 clusters Score -1672323 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1672673.750000 Penalty: 4630.307617
	Iteration 2F: 3 clusters Score -1672674 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1672922.125000 Penalty: 4630.307617
	Iteration 3F: 3 clusters Score -1672922 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1673129.000000 Penalty: 4630.307617
	Iteration 4Q: 3 clusters Score -1673129 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1673335.875000 Penalty: 4630.307617
	Iteration 5Q: 3 clusters Score -1673336 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1673525.750000 Penalty: 4630.307617
	Iteration 6Q: 3 clusters Score -1673526 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1673725.125000 Penalty: 4630.307617
	Iteration 7Q: 3 clusters Score -1673725 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1673944.625000 Penalty: 4630.307617
	Iteration 8Q: 3 clusters Score -1673945 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1674226.750000 Penalty: 4630.307617
	Iteration 9Q: 3 clusters Score -1674227 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1674522.750000 Penalty: 4630.307617
	Iteration 10Q: 3 clusters Score -1674523 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1674846.750000 Penalty: 4630.307617
	Iteration 11Q: 3 clusters Score -1674847 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1675183.500000 Penalty: 4630.307617
	Iteration 12Q: 3 clusters Score -1675184 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1675451.250000 Penalty: 4630.307617
	Iteration 13Q: 3 clusters Score -1675451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1675688.750000 Penalty: 4630.307617
	Iteration 14Q: 3 clusters Score -1675689 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1675872.625000 Penalty: 4630.307617
	Iteration 15Q: 3 clusters Score -1675873 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1676000.125000 Penalty: 4630.307617
	Iteration 16Q: 3 clusters Score -1676000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1676079.000000 Penalty: 4630.307617
	Iteration 17Q: 3 clusters Score -1676079 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1676142.500000 Penalty: 4630.307617
	Iteration 18Q: 3 clusters Score -1676142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1676192.250000 Penalty: 4630.307617
	Iteration 19Q: 3 clusters Score -1676192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1676232.000000 Penalty: 4630.307617
	Iteration 20F: 3 clusters Score -1676232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1676271.375000 Penalty: 4630.307617
	Iteration 21Q: 3 clusters Score -1676271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1676296.750000 Penalty: 4630.307617
	Iteration 22Q: 3 clusters Score -1676297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1676309.875000 Penalty: 4630.307617
	Iteration 23Q: 3 clusters Score -1676310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1676327.250000 Penalty: 4630.307617
	Iteration 24Q: 3 clusters Score -1676327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1676343.500000 Penalty: 4630.307617
	Iteration 25Q: 3 clusters Score -1676344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1676354.750000 Penalty: 4630.307617
	Iteration 26Q: 3 clusters Score -1676355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1676358.750000 Penalty: 4630.307617
	Iteration 27Q: 3 clusters Score -1676359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1676363.125000 Penalty: 4630.307617
	Iteration 28Q: 3 clusters Score -1676363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1676369.875000 Penalty: 4630.307617
	Iteration 29Q: 3 clusters Score -1676370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1676381.625000 Penalty: 4630.307617
	Iteration 30Q: 3 clusters Score -1676382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1676389.250000 Penalty: 4630.307617
	Iteration 31Q: 3 clusters Score -1676389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1676390.750000 Penalty: 4630.307617
	Iteration 32Q: 3 clusters Score -1676391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1676391.875000 Penalty: 4630.307617
	Iteration 33Q: 3 clusters Score -1676392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1676395.375000 Penalty: 4630.307617
	Iteration 34Q: 3 clusters Score -1676395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1676398.750000 Penalty: 4630.307617
	Iteration 35Q: 3 clusters Score -1676399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1676398.375000 Penalty: 4630.307617
	Iteration 36Q: 3 clusters Score -1676398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1676401.250000 Penalty: 4630.307617
	Iteration 37Q: 3 clusters Score -1676401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1676404.250000 Penalty: 4630.307617
	Iteration 38Q: 3 clusters Score -1676404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1676409.875000 Penalty: 4630.307617
	Iteration 39Q: 3 clusters Score -1676410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1676414.125000 Penalty: 4630.307617
	Iteration 40F: 3 clusters Score -1676414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1676420.875000 Penalty: 4630.307617
	Iteration 41Q: 3 clusters Score -1676421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1676427.125000 Penalty: 4630.307617
	Iteration 42Q: 3 clusters Score -1676427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1676435.875000 Penalty: 4630.307617
	Iteration 43Q: 3 clusters Score -1676436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1676459.375000 Penalty: 4630.307617
	Iteration 44Q: 3 clusters Score -1676459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1676491.375000 Penalty: 4630.307617
	Iteration 45Q: 3 clusters Score -1676491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1676524.125000 Penalty: 4630.307617
	Iteration 46Q: 3 clusters Score -1676524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1676547.750000 Penalty: 4630.307617
	Iteration 47Q: 3 clusters Score -1676548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1676565.750000 Penalty: 4630.307617
	Iteration 48Q: 3 clusters Score -1676566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1676593.000000 Penalty: 4630.307617
	Iteration 49Q: 3 clusters Score -1676593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1676625.125000 Penalty: 4630.307617
	Iteration 50Q: 3 clusters Score -1676625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1676643.625000 Penalty: 4630.307617
	Iteration 51Q: 3 clusters Score -1676644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1676656.125000 Penalty: 4630.307617
	Iteration 52Q: 3 clusters Score -1676656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1676670.500000 Penalty: 4630.307617
	Iteration 53Q: 3 clusters Score -1676670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1676684.250000 Penalty: 4630.307617
	Iteration 54Q: 3 clusters Score -1676684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1676696.250000 Penalty: 4630.307617
	Iteration 55Q: 3 clusters Score -1676696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1676712.125000 Penalty: 4630.307617
	Iteration 56Q: 3 clusters Score -1676712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1676714.000000 Penalty: 4630.307617
	Iteration 57Q: 3 clusters Score -1676714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1676723.875000 Penalty: 4630.307617
	Iteration 58Q: 3 clusters Score -1676724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1676727.250000 Penalty: 4630.307617
	Iteration 59Q: 3 clusters Score -1676727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1676735.750000 Penalty: 4630.307617
	Iteration 60F: 3 clusters Score -1676736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1676736.625000 Penalty: 4630.307617
	Iteration 61Q: 3 clusters Score -1676737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1676739.375000 Penalty: 4630.307617
	Iteration 62Q: 3 clusters Score -1676739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1676746.875000 Penalty: 4630.307617
	Iteration 63Q: 3 clusters Score -1676747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1676753.875000 Penalty: 4630.307617
	Iteration 64Q: 3 clusters Score -1676754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1676762.250000 Penalty: 4630.307617
	Iteration 65Q: 3 clusters Score -1676762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1676769.875000 Penalty: 4630.307617
	Iteration 66Q: 3 clusters Score -1676770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1676780.125000 Penalty: 4630.307617
	Iteration 67Q: 3 clusters Score -1676780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1676784.000000 Penalty: 4630.307617
	Iteration 68Q: 3 clusters Score -1676784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1676793.125000 Penalty: 4630.307617
	Iteration 69Q: 3 clusters Score -1676793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1676804.000000 Penalty: 4630.307617
	Iteration 70Q: 3 clusters Score -1676804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1676815.750000 Penalty: 4630.307617
	Iteration 71Q: 3 clusters Score -1676816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1676821.125000 Penalty: 4630.307617
	Iteration 72Q: 3 clusters Score -1676821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1676830.125000 Penalty: 4630.307617
	Iteration 73Q: 3 clusters Score -1676830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1676837.625000 Penalty: 4630.307617
	Iteration 74Q: 3 clusters Score -1676838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1676856.750000 Penalty: 4630.307617
	Iteration 75Q: 3 clusters Score -1676857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1676882.875000 Penalty: 4630.307617
	Iteration 76Q: 3 clusters Score -1676883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1676907.500000 Penalty: 4630.307617
	Iteration 77Q: 3 clusters Score -1676908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1676938.250000 Penalty: 4630.307617
	Iteration 78Q: 3 clusters Score -1676938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1676950.375000 Penalty: 4630.307617
	Iteration 79Q: 3 clusters Score -1676950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1676968.500000 Penalty: 4630.307617
	Iteration 80F: 3 clusters Score -1676968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1676992.250000 Penalty: 4630.307617
	Iteration 81Q: 3 clusters Score -1676992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1677028.250000 Penalty: 4630.307617
	Iteration 82Q: 3 clusters Score -1677028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1677074.000000 Penalty: 4630.307617
	Iteration 83Q: 3 clusters Score -1677074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1677112.250000 Penalty: 4630.307617
	Iteration 84Q: 3 clusters Score -1677112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1677151.750000 Penalty: 4630.307617
	Iteration 85Q: 3 clusters Score -1677152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1677193.875000 Penalty: 4630.307617
	Iteration 86Q: 3 clusters Score -1677194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1677235.750000 Penalty: 4630.307617
	Iteration 87Q: 3 clusters Score -1677236 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1677279.750000 Penalty: 4630.307617
	Iteration 88Q: 3 clusters Score -1677280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1677312.750000 Penalty: 4630.307617
	Iteration 89Q: 3 clusters Score -1677313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1677351.250000 Penalty: 4630.307617
	Iteration 90Q: 3 clusters Score -1677351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1677382.750000 Penalty: 4630.307617
	Iteration 91Q: 3 clusters Score -1677383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1677417.875000 Penalty: 4630.307617
	Iteration 92Q: 3 clusters Score -1677418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1677457.375000 Penalty: 4630.307617
	Iteration 93Q: 3 clusters Score -1677457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1677488.000000 Penalty: 4630.307617
	Iteration 94Q: 3 clusters Score -1677488 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1677514.000000 Penalty: 4630.307617
	Iteration 95Q: 3 clusters Score -1677514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1677529.375000 Penalty: 4630.307617
	Iteration 96Q: 3 clusters Score -1677529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1677551.875000 Penalty: 4630.307617
	Iteration 97Q: 3 clusters Score -1677552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1677562.125000 Penalty: 4630.307617
	Iteration 98Q: 3 clusters Score -1677562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1677576.500000 Penalty: 4630.307617
	Iteration 99Q: 3 clusters Score -1677576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1677614.625000 Penalty: 4630.307617
	Iteration 100F: 3 clusters Score -1677615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1677640.250000 Penalty: 4630.307617
	Iteration 101Q: 3 clusters Score -1677640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1677670.000000 Penalty: 4630.307617
	Iteration 102Q: 3 clusters Score -1677670 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1677707.125000 Penalty: 4630.307617
	Iteration 103Q: 3 clusters Score -1677707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1677730.375000 Penalty: 4630.307617
	Iteration 104Q: 3 clusters Score -1677730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1677758.875000 Penalty: 4630.307617
	Iteration 105Q: 3 clusters Score -1677759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1677786.875000 Penalty: 4630.307617
	Iteration 106Q: 3 clusters Score -1677787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1677814.125000 Penalty: 4630.307617
	Iteration 107Q: 3 clusters Score -1677814 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1677852.375000 Penalty: 4630.307617
	Iteration 108Q: 3 clusters Score -1677852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1677914.375000 Penalty: 4630.307617
	Iteration 109Q: 3 clusters Score -1677914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1677963.875000 Penalty: 4630.307617
	Iteration 110Q: 3 clusters Score -1677964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1678029.625000 Penalty: 4630.307617
	Iteration 111Q: 3 clusters Score -1678030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1678101.875000 Penalty: 4630.307617
	Iteration 112Q: 3 clusters Score -1678102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1678156.750000 Penalty: 4630.307617
	Iteration 113Q: 3 clusters Score -1678157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1678215.750000 Penalty: 4630.307617
	Iteration 114Q: 3 clusters Score -1678216 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1678250.625000 Penalty: 4630.307617
	Iteration 115Q: 3 clusters Score -1678251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1678287.500000 Penalty: 4630.307617
	Iteration 116Q: 3 clusters Score -1678288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1678320.125000 Penalty: 4630.307617
	Iteration 117Q: 3 clusters Score -1678320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1678334.375000 Penalty: 4630.307617
	Iteration 118Q: 3 clusters Score -1678334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1678346.500000 Penalty: 4630.307617
	Iteration 119Q: 3 clusters Score -1678346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1678364.250000 Penalty: 4630.307617
	Iteration 120F: 3 clusters Score -1678364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1678381.375000 Penalty: 4630.307617
	Iteration 121Q: 3 clusters Score -1678381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1678392.125000 Penalty: 4630.307617
	Iteration 122Q: 3 clusters Score -1678392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1678395.750000 Penalty: 4630.307617
	Iteration 123Q: 3 clusters Score -1678396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1678400.750000 Penalty: 4630.307617
	Iteration 124Q: 3 clusters Score -1678401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1678399.000000 Penalty: 4630.307617
	Iteration 125Q: 3 clusters Score -1678399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1678398.500000 Penalty: 4630.307617
	Iteration 126Q: 3 clusters Score -1678398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1678396.000000 Penalty: 4630.307617
	Iteration 127Q: 3 clusters Score -1678396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1678397.000000 Penalty: 4630.307617
	Iteration 128Q: 3 clusters Score -1678397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1678401.875000 Penalty: 4630.307617
	Iteration 129Q: 3 clusters Score -1678402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1678400.000000 Penalty: 4630.307617
	Iteration 130Q: 3 clusters Score -1678400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1678402.500000 Penalty: 4630.307617
	Iteration 131Q: 3 clusters Score -1678402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1678402.500000 Penalty: 4630.307617
	Iteration 132F: 3 clusters Score -1678402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 3365 members 
Entering Unmasked Estep 
Score: -115052752.000000 Penalty: 165219.093750
Splitting cluster 25 changes total score from -115053312.000000 to -115052752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -660169.062500 Penalty: 2081.067871
	Iteration 0F: 2 clusters Score -660169.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -656021.625000 Penalty: 4162.135742
	Iteration 0F: 3 clusters Score -656021.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -656937.312500 Penalty: 4162.135742
	Iteration 1F: 3 clusters Score -656937.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -657136.750000 Penalty: 4162.135742
	Iteration 2F: 3 clusters Score -657136.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -657269.250000 Penalty: 4162.135742
	Iteration 3F: 3 clusters Score -657269.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -657364.937500 Penalty: 4162.135742
	Iteration 4Q: 3 clusters Score -657364.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -657435.250000 Penalty: 4162.135742
	Iteration 5Q: 3 clusters Score -657435.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -657482.812500 Penalty: 4162.135742
	Iteration 6Q: 3 clusters Score -657482.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -657524.187500 Penalty: 4162.135742
	Iteration 7Q: 3 clusters Score -657524.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -657564.500000 Penalty: 4162.135742
	Iteration 8Q: 3 clusters Score -657564.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -657600.375000 Penalty: 4162.135742
	Iteration 9Q: 3 clusters Score -657600.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -657646.125000 Penalty: 4162.135742
	Iteration 10Q: 3 clusters Score -657646.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -657683.375000 Penalty: 4162.135742
	Iteration 11Q: 3 clusters Score -657683.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -657723.562500 Penalty: 4162.135742
	Iteration 12Q: 3 clusters Score -657723.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -657763.062500 Penalty: 4162.135742
	Iteration 13Q: 3 clusters Score -657763.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -657820.937500 Penalty: 4162.135742
	Iteration 14Q: 3 clusters Score -657820.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -657881.937500 Penalty: 4162.135742
	Iteration 15Q: 3 clusters Score -657881.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -657955.437500 Penalty: 4162.135742
	Iteration 16Q: 3 clusters Score -657955.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -658045.500000 Penalty: 4162.135742
	Iteration 17Q: 3 clusters Score -658045.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -658160.500000 Penalty: 4162.135742
	Iteration 18Q: 3 clusters Score -658160.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -658311.187500 Penalty: 4162.135742
	Iteration 19Q: 3 clusters Score -658311.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -658510.062500 Penalty: 4162.135742
	Iteration 20F: 3 clusters Score -658510.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -658717.125000 Penalty: 4162.135742
	Iteration 21Q: 3 clusters Score -658717.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -658905.250000 Penalty: 4162.135742
	Iteration 22Q: 3 clusters Score -658905.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -659013.562500 Penalty: 4162.135742
	Iteration 23Q: 3 clusters Score -659013.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -659086.062500 Penalty: 4162.135742
	Iteration 24Q: 3 clusters Score -659086.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -659143.062500 Penalty: 4162.135742
	Iteration 25Q: 3 clusters Score -659143.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -659191.562500 Penalty: 4162.135742
	Iteration 26Q: 3 clusters Score -659191.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -659228.562500 Penalty: 4162.135742
	Iteration 27Q: 3 clusters Score -659228.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -659265.062500 Penalty: 4162.135742
	Iteration 28Q: 3 clusters Score -659265.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -659302.562500 Penalty: 4162.135742
	Iteration 29Q: 3 clusters Score -659302.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -659320.437500 Penalty: 4162.135742
	Iteration 30Q: 3 clusters Score -659320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -659332.062500 Penalty: 4162.135742
	Iteration 31Q: 3 clusters Score -659332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -659338.812500 Penalty: 4162.135742
	Iteration 32Q: 3 clusters Score -659338.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -659344.187500 Penalty: 4162.135742
	Iteration 33Q: 3 clusters Score -659344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -659348.625000 Penalty: 4162.135742
	Iteration 34Q: 3 clusters Score -659348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -659351.000000 Penalty: 4162.135742
	Iteration 35Q: 3 clusters Score -659351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -659354.000000 Penalty: 4162.135742
	Iteration 36Q: 3 clusters Score -659354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -659358.875000 Penalty: 4162.135742
	Iteration 37Q: 3 clusters Score -659358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -659360.750000 Penalty: 4162.135742
	Iteration 38Q: 3 clusters Score -659360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -659364.437500 Penalty: 4162.135742
	Iteration 39Q: 3 clusters Score -659364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -659366.000000 Penalty: 4162.135742
	Iteration 40F: 3 clusters Score -659366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -659368.937500 Penalty: 4162.135742
	Iteration 41Q: 3 clusters Score -659368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -659370.812500 Penalty: 4162.135742
	Iteration 42Q: 3 clusters Score -659370.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -659370.812500 Penalty: 4162.135742
	Iteration 43F: 3 clusters Score -659370.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Entering Unmasked Estep 
Score: -2552427.500000 Penalty: 2417.359863
	Iteration 0F: 2 clusters Score -2552428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2540276.500000 Penalty: 4834.719727
	Iteration 0F: 3 clusters Score -2540276 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2544447.750000 Penalty: 4834.719727
	Iteration 1F: 3 clusters Score -2544448 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2545064.500000 Penalty: 4834.719727
	Iteration 2F: 3 clusters Score -2545064 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2545583.500000 Penalty: 4834.719727
	Iteration 3F: 3 clusters Score -2545584 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2546056.000000 Penalty: 4834.719727
	Iteration 4F: 3 clusters Score -2546056 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2546475.750000 Penalty: 4834.719727
	Iteration 5Q: 3 clusters Score -2546476 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2546837.750000 Penalty: 4834.719727
	Iteration 6Q: 3 clusters Score -2546838 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2547202.250000 Penalty: 4834.719727
	Iteration 7Q: 3 clusters Score -2547202 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2547628.250000 Penalty: 4834.719727
	Iteration 8Q: 3 clusters Score -2547628 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2548215.500000 Penalty: 4834.719727
	Iteration 9Q: 3 clusters Score -2548216 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2549166.000000 Penalty: 4834.719727
	Iteration 10F: 3 clusters Score -2549166 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2550598.500000 Penalty: 4834.719727
	Iteration 11F: 3 clusters Score -2550598 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2551939.750000 Penalty: 4834.719727
	Iteration 12F: 3 clusters Score -2551940 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2552464.750000 Penalty: 4834.719727
	Iteration 13Q: 3 clusters Score -2552465 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2552590.500000 Penalty: 4834.719727
	Iteration 14Q: 3 clusters Score -2552590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2552628.000000 Penalty: 4834.719727
	Iteration 15Q: 3 clusters Score -2552628 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2552639.500000 Penalty: 4834.719727
	Iteration 16Q: 3 clusters Score -2552640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2552655.500000 Penalty: 4834.719727
	Iteration 17Q: 3 clusters Score -2552656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2552665.000000 Penalty: 4834.719727
	Iteration 18Q: 3 clusters Score -2552665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2552661.250000 Penalty: 4834.719727
	Iteration 19Q: 3 clusters Score -2552661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2552664.000000 Penalty: 4834.719727
	Iteration 20F: 3 clusters Score -2552664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2552665.250000 Penalty: 4834.719727
	Iteration 21Q: 3 clusters Score -2552665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2552659.750000 Penalty: 4834.719727
	Iteration 22Q: 3 clusters Score -2552660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2552661.500000 Penalty: 4834.719727
	Iteration 23Q: 3 clusters Score -2552662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2552662.500000 Penalty: 4834.719727
	Iteration 24Q: 3 clusters Score -2552662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2552663.500000 Penalty: 4834.719727
	Iteration 25Q: 3 clusters Score -2552664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2552662.250000 Penalty: 4834.719727
	Iteration 26Q: 3 clusters Score -2552662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2552662.250000 Penalty: 4834.719727
	Iteration 27F: 3 clusters Score -2552662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 7214 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 9896 members 
Entering Unmasked Estep 
Score: -115053072.000000 Penalty: 165219.093750
Splitting cluster 27 changes total score from -115053312.000000 to -115053072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -1130589.375000 Penalty: 2231.691162
	Iteration 0F: 2 clusters Score -1130589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1124125.375000 Penalty: 4463.382324
	Iteration 0F: 3 clusters Score -1124125 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1126164.250000 Penalty: 4463.382324
	Iteration 1F: 3 clusters Score -1126164 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1126738.000000 Penalty: 4463.382324
	Iteration 2F: 3 clusters Score -1126738 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1127391.375000 Penalty: 4463.382324
	Iteration 3F: 3 clusters Score -1127391 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1127914.250000 Penalty: 4463.382324
	Iteration 4F: 3 clusters Score -1127914 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1128275.875000 Penalty: 4463.382324
	Iteration 5F: 3 clusters Score -1128276 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1128573.750000 Penalty: 4463.382324
	Iteration 6F: 3 clusters Score -1128574 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1128785.375000 Penalty: 4463.382324
	Iteration 7Q: 3 clusters Score -1128785 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1128950.250000 Penalty: 4463.382324
	Iteration 8Q: 3 clusters Score -1128950 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1129093.875000 Penalty: 4463.382324
	Iteration 9Q: 3 clusters Score -1129094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1129201.625000 Penalty: 4463.382324
	Iteration 10Q: 3 clusters Score -1129202 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1129306.250000 Penalty: 4463.382324
	Iteration 11Q: 3 clusters Score -1129306 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1129395.500000 Penalty: 4463.382324
	Iteration 12Q: 3 clusters Score -1129396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1129462.875000 Penalty: 4463.382324
	Iteration 13Q: 3 clusters Score -1129463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1129521.000000 Penalty: 4463.382324
	Iteration 14Q: 3 clusters Score -1129521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1129562.625000 Penalty: 4463.382324
	Iteration 15Q: 3 clusters Score -1129563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1129602.875000 Penalty: 4463.382324
	Iteration 16Q: 3 clusters Score -1129603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1129640.875000 Penalty: 4463.382324
	Iteration 17Q: 3 clusters Score -1129641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1129677.875000 Penalty: 4463.382324
	Iteration 18Q: 3 clusters Score -1129678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1129719.875000 Penalty: 4463.382324
	Iteration 19Q: 3 clusters Score -1129720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1129771.875000 Penalty: 4463.382324
	Iteration 20F: 3 clusters Score -1129772 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1129841.250000 Penalty: 4463.382324
	Iteration 21Q: 3 clusters Score -1129841 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1129922.625000 Penalty: 4463.382324
	Iteration 22Q: 3 clusters Score -1129923 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1129997.875000 Penalty: 4463.382324
	Iteration 23Q: 3 clusters Score -1129998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1130053.250000 Penalty: 4463.382324
	Iteration 24Q: 3 clusters Score -1130053 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1130080.250000 Penalty: 4463.382324
	Iteration 25Q: 3 clusters Score -1130080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1130098.250000 Penalty: 4463.382324
	Iteration 26Q: 3 clusters Score -1130098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1130113.750000 Penalty: 4463.382324
	Iteration 27Q: 3 clusters Score -1130114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1130123.000000 Penalty: 4463.382324
	Iteration 28Q: 3 clusters Score -1130123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1130125.625000 Penalty: 4463.382324
	Iteration 29Q: 3 clusters Score -1130126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1130130.875000 Penalty: 4463.382324
	Iteration 30Q: 3 clusters Score -1130131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1130133.375000 Penalty: 4463.382324
	Iteration 31Q: 3 clusters Score -1130133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1130135.000000 Penalty: 4463.382324
	Iteration 32Q: 3 clusters Score -1130135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1130139.250000 Penalty: 4463.382324
	Iteration 33Q: 3 clusters Score -1130139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1130139.750000 Penalty: 4463.382324
	Iteration 34Q: 3 clusters Score -1130140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1130140.625000 Penalty: 4463.382324
	Iteration 35Q: 3 clusters Score -1130141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1130142.625000 Penalty: 4463.382324
	Iteration 36Q: 3 clusters Score -1130143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1130145.000000 Penalty: 4463.382324
	Iteration 37Q: 3 clusters Score -1130145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1130145.625000 Penalty: 4463.382324
	Iteration 38Q: 3 clusters Score -1130146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1130150.375000 Penalty: 4463.382324
	Iteration 39Q: 3 clusters Score -1130150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1130152.500000 Penalty: 4463.382324
	Iteration 40F: 3 clusters Score -1130152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1130153.125000 Penalty: 4463.382324
	Iteration 41Q: 3 clusters Score -1130153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1130154.000000 Penalty: 4463.382324
	Iteration 42Q: 3 clusters Score -1130154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1130154.000000 Penalty: 4463.382324
	Iteration 43Q: 3 clusters Score -1130154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1130155.875000 Penalty: 4463.382324
	Iteration 44Q: 3 clusters Score -1130156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1130156.250000 Penalty: 4463.382324
	Iteration 45Q: 3 clusters Score -1130156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1130157.750000 Penalty: 4463.382324
	Iteration 46Q: 3 clusters Score -1130158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1130158.250000 Penalty: 4463.382324
	Iteration 47Q: 3 clusters Score -1130158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1130158.625000 Penalty: 4463.382324
	Iteration 48Q: 3 clusters Score -1130159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1130159.500000 Penalty: 4463.382324
	Iteration 49Q: 3 clusters Score -1130160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1130162.375000 Penalty: 4463.382324
	Iteration 50Q: 3 clusters Score -1130162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1130162.000000 Penalty: 4463.382324
	Iteration 51Q: 3 clusters Score -1130162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1130163.250000 Penalty: 4463.382324
	Iteration 52Q: 3 clusters Score -1130163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1130163.250000 Penalty: 4463.382324
	Iteration 53F: 3 clusters Score -1130163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Entering Unmasked Estep 
Score: -29512.214844 Penalty: 1343.192871
	Iteration 0F: 2 clusters Score -29512.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28400.726562 Penalty: 2686.385742
	Iteration 0F: 3 clusters Score -28400.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28473.212891 Penalty: 2686.385742
	Iteration 1F: 3 clusters Score -28473.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28493.947266 Penalty: 2686.385742
	Iteration 2Q: 3 clusters Score -28493.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28493.947266 Penalty: 2686.385742
	Iteration 3F: 3 clusters Score -28493.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (64115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Entering Unmasked Estep 
Score: -9602505.000000 Penalty: 2744.971680
	Iteration 0F: 2 clusters Score -9602505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -9559587.000000 Penalty: 5489.943359
	Iteration 0F: 3 clusters Score -9559587 nChanged 29810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -9576318.000000 Penalty: 5489.943359
	Iteration 1F: 3 clusters Score -9576318 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -9577142.000000 Penalty: 5489.943359
	Iteration 2Q: 3 clusters Score -9577142 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -9578176.000000 Penalty: 5489.943359
	Iteration 3Q: 3 clusters Score -9578176 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -9579917.000000 Penalty: 5489.943359
	Iteration 4F: 3 clusters Score -9579917 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9582653.000000 Penalty: 5489.943359
	Iteration 5F: 3 clusters Score -9582653 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -9586707.000000 Penalty: 5489.943359
	Iteration 6F: 3 clusters Score -9586707 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -9591569.000000 Penalty: 5489.943359
	Iteration 7F: 3 clusters Score -9591569 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 57286 members 
Entering Unmasked Estep 
Score: -9595401.000000 Penalty: 5489.943359
	Iteration 8F: 3 clusters Score -9595401 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -9597871.000000 Penalty: 5489.943359
	Iteration 9Q: 3 clusters Score -9597871 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -9599111.000000 Penalty: 5489.943359
	Iteration 10Q: 3 clusters Score -9599111 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -9599720.000000 Penalty: 5489.943359
	Iteration 11Q: 3 clusters Score -9599720 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -9600044.000000 Penalty: 5489.943359
	Iteration 12Q: 3 clusters Score -9600044 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -9600221.000000 Penalty: 5489.943359
	Iteration 13Q: 3 clusters Score -9600221 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 62319 members 
Entering Unmasked Estep 
Score: -9600334.000000 Penalty: 5489.943359
	Iteration 14Q: 3 clusters Score -9600334 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -9600407.000000 Penalty: 5489.943359
	Iteration 15Q: 3 clusters Score -9600407 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -9600486.000000 Penalty: 5489.943359
	Iteration 16Q: 3 clusters Score -9600486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -9600529.000000 Penalty: 5489.943359
	Iteration 17Q: 3 clusters Score -9600529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -9600546.000000 Penalty: 5489.943359
	Iteration 18Q: 3 clusters Score -9600546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 62703 members 
Entering Unmasked Estep 
Score: -9600573.000000 Penalty: 5489.943359
	Iteration 19Q: 3 clusters Score -9600573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 62738 members 
Entering Unmasked Estep 
Score: -9600583.000000 Penalty: 5489.943359
	Iteration 20F: 3 clusters Score -9600583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 62762 members 
Entering Unmasked Estep 
Score: -9600615.000000 Penalty: 5489.943359
	Iteration 21Q: 3 clusters Score -9600615 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -9600630.000000 Penalty: 5489.943359
	Iteration 22Q: 3 clusters Score -9600630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -9600650.000000 Penalty: 5489.943359
	Iteration 23Q: 3 clusters Score -9600650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -9600658.000000 Penalty: 5489.943359
	Iteration 24Q: 3 clusters Score -9600658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -9600663.000000 Penalty: 5489.943359
	Iteration 25Q: 3 clusters Score -9600663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -9600681.000000 Penalty: 5489.943359
	Iteration 26Q: 3 clusters Score -9600681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -9600690.000000 Penalty: 5489.943359
	Iteration 27Q: 3 clusters Score -9600690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 62898 members 
Entering Unmasked Estep 
Score: -9600701.000000 Penalty: 5489.943359
	Iteration 28Q: 3 clusters Score -9600701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -9600713.000000 Penalty: 5489.943359
	Iteration 29Q: 3 clusters Score -9600713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -9600724.000000 Penalty: 5489.943359
	Iteration 30Q: 3 clusters Score -9600724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -9600732.000000 Penalty: 5489.943359
	Iteration 31Q: 3 clusters Score -9600732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -9600732.000000 Penalty: 5489.943359
	Iteration 32Q: 3 clusters Score -9600732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -9600745.000000 Penalty: 5489.943359
	Iteration 33Q: 3 clusters Score -9600745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -9600731.000000 Penalty: 5489.943359
	Iteration 34Q: 3 clusters Score -9600731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -9600743.000000 Penalty: 5489.943359
	Iteration 35Q: 3 clusters Score -9600743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -9600737.000000 Penalty: 5489.943359
	Iteration 36Q: 3 clusters Score -9600737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9600743.000000 Penalty: 5489.943359
	Iteration 37Q: 3 clusters Score -9600743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -9600741.000000 Penalty: 5489.943359
	Iteration 38Q: 3 clusters Score -9600741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -9600745.000000 Penalty: 5489.943359
	Iteration 39Q: 3 clusters Score -9600745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -9600746.000000 Penalty: 5489.943359
	Iteration 40F: 3 clusters Score -9600746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -9600747.000000 Penalty: 5489.943359
	Iteration 41Q: 3 clusters Score -9600747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -9600762.000000 Penalty: 5489.943359
	Iteration 42Q: 3 clusters Score -9600762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -9600759.000000 Penalty: 5489.943359
	Iteration 43Q: 3 clusters Score -9600759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -9600761.000000 Penalty: 5489.943359
	Iteration 44Q: 3 clusters Score -9600761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 62923 members 
Entering Unmasked Estep 
Score: -9600758.000000 Penalty: 5489.943359
	Iteration 45Q: 3 clusters Score -9600758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -9600765.000000 Penalty: 5489.943359
	Iteration 46Q: 3 clusters Score -9600765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -9600767.000000 Penalty: 5489.943359
	Iteration 47Q: 3 clusters Score -9600767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -9600764.000000 Penalty: 5489.943359
	Iteration 48Q: 3 clusters Score -9600764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 62933 members 
Entering Unmasked Estep 
Score: -9600758.000000 Penalty: 5489.943359
	Iteration 49Q: 3 clusters Score -9600758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -9600767.000000 Penalty: 5489.943359
	Iteration 50Q: 3 clusters Score -9600767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -9600766.000000 Penalty: 5489.943359
	Iteration 51Q: 3 clusters Score -9600766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -9600766.000000 Penalty: 5489.943359
	Iteration 52Q: 3 clusters Score -9600766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -9600773.000000 Penalty: 5489.943359
	Iteration 53Q: 3 clusters Score -9600773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -9600776.000000 Penalty: 5489.943359
	Iteration 54Q: 3 clusters Score -9600776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -9600780.000000 Penalty: 5489.943359
	Iteration 55Q: 3 clusters Score -9600780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -9600781.000000 Penalty: 5489.943359
	Iteration 56Q: 3 clusters Score -9600781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -9600783.000000 Penalty: 5489.943359
	Iteration 57Q: 3 clusters Score -9600783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -9600782.000000 Penalty: 5489.943359
	Iteration 58Q: 3 clusters Score -9600782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -9600780.000000 Penalty: 5489.943359
	Iteration 59Q: 3 clusters Score -9600780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -9600780.000000 Penalty: 5489.943359
	Iteration 60F: 3 clusters Score -9600780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Entering Unmasked Estep 
Score: -2146313.500000 Penalty: 2376.414795
	Iteration 0F: 2 clusters Score -2146314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2135767.000000 Penalty: 4752.829590
	Iteration 0F: 3 clusters Score -2135767 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2139190.000000 Penalty: 4752.829590
	Iteration 1F: 3 clusters Score -2139190 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2139631.250000 Penalty: 4752.829590
	Iteration 2F: 3 clusters Score -2139631 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2140004.000000 Penalty: 4752.829590
	Iteration 3F: 3 clusters Score -2140004 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2140409.000000 Penalty: 4752.829590
	Iteration 4F: 3 clusters Score -2140409 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2140777.750000 Penalty: 4752.829590
	Iteration 5F: 3 clusters Score -2140778 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2141109.500000 Penalty: 4752.829590
	Iteration 6Q: 3 clusters Score -2141110 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2141372.750000 Penalty: 4752.829590
	Iteration 7Q: 3 clusters Score -2141373 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2141614.500000 Penalty: 4752.829590
	Iteration 8Q: 3 clusters Score -2141614 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2141776.750000 Penalty: 4752.829590
	Iteration 9Q: 3 clusters Score -2141777 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2141898.750000 Penalty: 4752.829590
	Iteration 10Q: 3 clusters Score -2141899 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2141999.750000 Penalty: 4752.829590
	Iteration 11Q: 3 clusters Score -2142000 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2142089.000000 Penalty: 4752.829590
	Iteration 12Q: 3 clusters Score -2142089 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2142164.750000 Penalty: 4752.829590
	Iteration 13Q: 3 clusters Score -2142165 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2142231.750000 Penalty: 4752.829590
	Iteration 14Q: 3 clusters Score -2142232 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -2142282.000000 Penalty: 4752.829590
	Iteration 15Q: 3 clusters Score -2142282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2142339.250000 Penalty: 4752.829590
	Iteration 16Q: 3 clusters Score -2142339 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2142393.000000 Penalty: 4752.829590
	Iteration 17Q: 3 clusters Score -2142393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2142448.500000 Penalty: 4752.829590
	Iteration 18Q: 3 clusters Score -2142448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2142488.500000 Penalty: 4752.829590
	Iteration 19Q: 3 clusters Score -2142488 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2142529.500000 Penalty: 4752.829590
	Iteration 20F: 3 clusters Score -2142530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2142577.000000 Penalty: 4752.829590
	Iteration 21Q: 3 clusters Score -2142577 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2142616.500000 Penalty: 4752.829590
	Iteration 22Q: 3 clusters Score -2142616 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2142660.750000 Penalty: 4752.829590
	Iteration 23Q: 3 clusters Score -2142661 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2142711.500000 Penalty: 4752.829590
	Iteration 24Q: 3 clusters Score -2142712 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2142775.000000 Penalty: 4752.829590
	Iteration 25Q: 3 clusters Score -2142775 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2142844.500000 Penalty: 4752.829590
	Iteration 26Q: 3 clusters Score -2142844 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2142913.500000 Penalty: 4752.829590
	Iteration 27Q: 3 clusters Score -2142914 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2142984.000000 Penalty: 4752.829590
	Iteration 28Q: 3 clusters Score -2142984 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2143061.250000 Penalty: 4752.829590
	Iteration 29Q: 3 clusters Score -2143061 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2143140.500000 Penalty: 4752.829590
	Iteration 30Q: 3 clusters Score -2143140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2143242.500000 Penalty: 4752.829590
	Iteration 31Q: 3 clusters Score -2143242 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2143359.250000 Penalty: 4752.829590
	Iteration 32Q: 3 clusters Score -2143359 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2143490.000000 Penalty: 4752.829590
	Iteration 33Q: 3 clusters Score -2143490 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2143645.250000 Penalty: 4752.829590
	Iteration 34Q: 3 clusters Score -2143645 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2143805.250000 Penalty: 4752.829590
	Iteration 35Q: 3 clusters Score -2143805 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2143993.500000 Penalty: 4752.829590
	Iteration 36Q: 3 clusters Score -2143994 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -2144192.250000 Penalty: 4752.829590
	Iteration 37Q: 3 clusters Score -2144192 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2144375.000000 Penalty: 4752.829590
	Iteration 38Q: 3 clusters Score -2144375 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2144525.500000 Penalty: 4752.829590
	Iteration 39Q: 3 clusters Score -2144526 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2144621.250000 Penalty: 4752.829590
	Iteration 40F: 3 clusters Score -2144621 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2144691.000000 Penalty: 4752.829590
	Iteration 41Q: 3 clusters Score -2144691 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2144731.500000 Penalty: 4752.829590
	Iteration 42Q: 3 clusters Score -2144732 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2144749.750000 Penalty: 4752.829590
	Iteration 43Q: 3 clusters Score -2144750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2144771.250000 Penalty: 4752.829590
	Iteration 44Q: 3 clusters Score -2144771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2144777.000000 Penalty: 4752.829590
	Iteration 45Q: 3 clusters Score -2144777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2144781.250000 Penalty: 4752.829590
	Iteration 46Q: 3 clusters Score -2144781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2144791.750000 Penalty: 4752.829590
	Iteration 47Q: 3 clusters Score -2144792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2144793.000000 Penalty: 4752.829590
	Iteration 48Q: 3 clusters Score -2144793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2144796.750000 Penalty: 4752.829590
	Iteration 49Q: 3 clusters Score -2144797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2144798.500000 Penalty: 4752.829590
	Iteration 50Q: 3 clusters Score -2144798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2144803.000000 Penalty: 4752.829590
	Iteration 51Q: 3 clusters Score -2144803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2144801.250000 Penalty: 4752.829590
	Iteration 52Q: 3 clusters Score -2144801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2144804.500000 Penalty: 4752.829590
	Iteration 53Q: 3 clusters Score -2144804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2144807.750000 Penalty: 4752.829590
	Iteration 54Q: 3 clusters Score -2144808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2144805.750000 Penalty: 4752.829590
	Iteration 55Q: 3 clusters Score -2144806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2144808.250000 Penalty: 4752.829590
	Iteration 56Q: 3 clusters Score -2144808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2144807.250000 Penalty: 4752.829590
	Iteration 57Q: 3 clusters Score -2144807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2144808.500000 Penalty: 4752.829590
	Iteration 58Q: 3 clusters Score -2144808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2144812.750000 Penalty: 4752.829590
	Iteration 59Q: 3 clusters Score -2144813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2144810.500000 Penalty: 4752.829590
	Iteration 60F: 3 clusters Score -2144810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2144815.250000 Penalty: 4752.829590
	Iteration 61Q: 3 clusters Score -2144815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2144816.000000 Penalty: 4752.829590
	Iteration 62Q: 3 clusters Score -2144816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2144817.000000 Penalty: 4752.829590
	Iteration 63Q: 3 clusters Score -2144817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2144816.000000 Penalty: 4752.829590
	Iteration 64Q: 3 clusters Score -2144816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2144819.750000 Penalty: 4752.829590
	Iteration 65Q: 3 clusters Score -2144820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2144818.750000 Penalty: 4752.829590
	Iteration 66Q: 3 clusters Score -2144819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2144821.250000 Penalty: 4752.829590
	Iteration 67Q: 3 clusters Score -2144821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2144821.000000 Penalty: 4752.829590
	Iteration 68Q: 3 clusters Score -2144821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2144824.250000 Penalty: 4752.829590
	Iteration 69Q: 3 clusters Score -2144824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2144826.750000 Penalty: 4752.829590
	Iteration 70Q: 3 clusters Score -2144827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2144826.750000 Penalty: 4752.829590
	Iteration 71Q: 3 clusters Score -2144827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2144826.500000 Penalty: 4752.829590
	Iteration 72Q: 3 clusters Score -2144826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2144826.500000 Penalty: 4752.829590
	Iteration 73F: 3 clusters Score -2144826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -411417.687500 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -411417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -408151.750000 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -408151.8 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -408976.843750 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -408976.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -409509.062500 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -409509.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -410139.062500 Penalty: 3971.158447
	Iteration 3F: 3 clusters Score -410139.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -410613.531250 Penalty: 3971.158447
	Iteration 4F: 3 clusters Score -410613.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -410951.562500 Penalty: 3971.158447
	Iteration 5F: 3 clusters Score -410951.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -411177.656250 Penalty: 3971.158447
	Iteration 6F: 3 clusters Score -411177.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -411298.531250 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -411298.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -411371.343750 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -411371.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -411426.843750 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -411426.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -411475.125000 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -411475.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -411526.625000 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -411526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -411562.937500 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -411562.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -411600.437500 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -411600.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -411625.125000 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -411625.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -411641.281250 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -411641.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -411664.343750 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -411664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -411674.062500 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -411674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -411677.843750 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -411677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -411680.500000 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -411680.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -411692.906250 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -411692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -411706.406250 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -411706.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -411711.718750 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -411711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -411712.625000 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -411712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -411715.000000 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -411715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -411716.781250 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -411716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -411716.750000 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -411716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -411716.750000 Penalty: 3971.158447
	Iteration 27F: 3 clusters Score -411716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 866 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 1182 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 2134 members 
Entering Unmasked Estep 
Score: -115052608.000000 Penalty: 165219.093750
Splitting cluster 32 changes total score from -115053312.000000 to -115052608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (11246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Entering Unmasked Estep 
Score: -1555721.625000 Penalty: 2313.286377
	Iteration 0F: 2 clusters Score -1555722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1547200.000000 Penalty: 4626.572754
	Iteration 0F: 3 clusters Score -1547200 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1549899.000000 Penalty: 4626.572754
	Iteration 1F: 3 clusters Score -1549899 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1550463.125000 Penalty: 4626.572754
	Iteration 2F: 3 clusters Score -1550463 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1551081.625000 Penalty: 4626.572754
	Iteration 3F: 3 clusters Score -1551082 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1551719.750000 Penalty: 4626.572754
	Iteration 4F: 3 clusters Score -1551720 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1552376.875000 Penalty: 4626.572754
	Iteration 5F: 3 clusters Score -1552377 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1552988.375000 Penalty: 4626.572754
	Iteration 6F: 3 clusters Score -1552988 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1553531.000000 Penalty: 4626.572754
	Iteration 7F: 3 clusters Score -1553531 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1553923.250000 Penalty: 4626.572754
	Iteration 8Q: 3 clusters Score -1553923 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1554221.375000 Penalty: 4626.572754
	Iteration 9Q: 3 clusters Score -1554221 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1554454.000000 Penalty: 4626.572754
	Iteration 10Q: 3 clusters Score -1554454 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1554656.000000 Penalty: 4626.572754
	Iteration 11Q: 3 clusters Score -1554656 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1554787.000000 Penalty: 4626.572754
	Iteration 12Q: 3 clusters Score -1554787 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1554876.375000 Penalty: 4626.572754
	Iteration 13Q: 3 clusters Score -1554876 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1554942.500000 Penalty: 4626.572754
	Iteration 14Q: 3 clusters Score -1554942 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1554994.000000 Penalty: 4626.572754
	Iteration 15Q: 3 clusters Score -1554994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1555035.125000 Penalty: 4626.572754
	Iteration 16Q: 3 clusters Score -1555035 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1555074.250000 Penalty: 4626.572754
	Iteration 17Q: 3 clusters Score -1555074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1555108.625000 Penalty: 4626.572754
	Iteration 18Q: 3 clusters Score -1555109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1555123.000000 Penalty: 4626.572754
	Iteration 19Q: 3 clusters Score -1555123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1555137.000000 Penalty: 4626.572754
	Iteration 20F: 3 clusters Score -1555137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1555141.750000 Penalty: 4626.572754
	Iteration 21Q: 3 clusters Score -1555142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1555143.125000 Penalty: 4626.572754
	Iteration 22Q: 3 clusters Score -1555143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1555145.125000 Penalty: 4626.572754
	Iteration 23Q: 3 clusters Score -1555145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1555144.000000 Penalty: 4626.572754
	Iteration 24Q: 3 clusters Score -1555144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1555144.000000 Penalty: 4626.572754
	Iteration 25Q: 3 clusters Score -1555144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1555144.625000 Penalty: 4626.572754
	Iteration 26Q: 3 clusters Score -1555145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1555146.750000 Penalty: 4626.572754
	Iteration 27Q: 3 clusters Score -1555147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1555149.000000 Penalty: 4626.572754
	Iteration 28Q: 3 clusters Score -1555149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1555150.000000 Penalty: 4626.572754
	Iteration 29Q: 3 clusters Score -1555150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1555150.875000 Penalty: 4626.572754
	Iteration 30Q: 3 clusters Score -1555151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1555152.375000 Penalty: 4626.572754
	Iteration 31Q: 3 clusters Score -1555152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1555155.000000 Penalty: 4626.572754
	Iteration 32Q: 3 clusters Score -1555155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1555156.375000 Penalty: 4626.572754
	Iteration 33Q: 3 clusters Score -1555156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1555156.500000 Penalty: 4626.572754
	Iteration 34Q: 3 clusters Score -1555156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1555155.750000 Penalty: 4626.572754
	Iteration 35Q: 3 clusters Score -1555156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1555156.625000 Penalty: 4626.572754
	Iteration 36Q: 3 clusters Score -1555157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1555156.625000 Penalty: 4626.572754
	Iteration 37F: 3 clusters Score -1555157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -583854.625000 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -583854.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -579633.125000 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -579633.1 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -580752.187500 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -580752.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -581024.500000 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -581024.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -581245.250000 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -581245.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -581466.312500 Penalty: 4176.876953
	Iteration 4Q: 3 clusters Score -581466.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -581656.375000 Penalty: 4176.876953
	Iteration 5Q: 3 clusters Score -581656.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -581854.812500 Penalty: 4176.876953
	Iteration 6Q: 3 clusters Score -581854.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -582037.562500 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -582037.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -582193.812500 Penalty: 4176.876953
	Iteration 8Q: 3 clusters Score -582193.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -582298.125000 Penalty: 4176.876953
	Iteration 9Q: 3 clusters Score -582298.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -582369.312500 Penalty: 4176.876953
	Iteration 10Q: 3 clusters Score -582369.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -582418.687500 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -582418.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -582446.750000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -582446.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -582466.000000 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -582466 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -582483.937500 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -582483.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -582500.687500 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -582500.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -582510.125000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -582510.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -582513.250000 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -582513.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -582517.187500 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -582517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -582519.687500 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -582519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -582523.375000 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -582523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -582524.625000 Penalty: 4176.876953
	Iteration 21Q: 3 clusters Score -582524.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -582524.375000 Penalty: 4176.876953
	Iteration 22Q: 3 clusters Score -582524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -582525.062500 Penalty: 4176.876953
	Iteration 23Q: 3 clusters Score -582525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -582525.062500 Penalty: 4176.876953
	Iteration 24F: 3 clusters Score -582525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -854735.875000 Penalty: 2155.195801
	Iteration 0F: 2 clusters Score -854735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -849703.750000 Penalty: 4310.391602
	Iteration 0F: 3 clusters Score -849703.8 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -851229.812500 Penalty: 4310.391602
	Iteration 1F: 3 clusters Score -851229.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -851600.937500 Penalty: 4310.391602
	Iteration 2F: 3 clusters Score -851600.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -851888.312500 Penalty: 4310.391602
	Iteration 3F: 3 clusters Score -851888.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -852113.875000 Penalty: 4310.391602
	Iteration 4F: 3 clusters Score -852113.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -852310.000000 Penalty: 4310.391602
	Iteration 5Q: 3 clusters Score -852310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -852470.500000 Penalty: 4310.391602
	Iteration 6Q: 3 clusters Score -852470.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -852608.375000 Penalty: 4310.391602
	Iteration 7Q: 3 clusters Score -852608.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -852728.562500 Penalty: 4310.391602
	Iteration 8Q: 3 clusters Score -852728.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -852821.875000 Penalty: 4310.391602
	Iteration 9Q: 3 clusters Score -852821.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -852890.687500 Penalty: 4310.391602
	Iteration 10Q: 3 clusters Score -852890.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -852950.500000 Penalty: 4310.391602
	Iteration 11Q: 3 clusters Score -852950.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -852992.562500 Penalty: 4310.391602
	Iteration 12Q: 3 clusters Score -852992.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -853026.125000 Penalty: 4310.391602
	Iteration 13Q: 3 clusters Score -853026.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -853056.062500 Penalty: 4310.391602
	Iteration 14Q: 3 clusters Score -853056.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -853077.812500 Penalty: 4310.391602
	Iteration 15Q: 3 clusters Score -853077.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -853097.937500 Penalty: 4310.391602
	Iteration 16Q: 3 clusters Score -853097.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -853116.000000 Penalty: 4310.391602
	Iteration 17Q: 3 clusters Score -853116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -853131.687500 Penalty: 4310.391602
	Iteration 18Q: 3 clusters Score -853131.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -853144.250000 Penalty: 4310.391602
	Iteration 19Q: 3 clusters Score -853144.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -853152.812500 Penalty: 4310.391602
	Iteration 20F: 3 clusters Score -853152.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -853164.375000 Penalty: 4310.391602
	Iteration 21Q: 3 clusters Score -853164.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -853172.562500 Penalty: 4310.391602
	Iteration 22Q: 3 clusters Score -853172.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -853182.312500 Penalty: 4310.391602
	Iteration 23Q: 3 clusters Score -853182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -853188.312500 Penalty: 4310.391602
	Iteration 24Q: 3 clusters Score -853188.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -853196.000000 Penalty: 4310.391602
	Iteration 25Q: 3 clusters Score -853196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -853198.562500 Penalty: 4310.391602
	Iteration 26Q: 3 clusters Score -853198.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -853206.187500 Penalty: 4310.391602
	Iteration 27Q: 3 clusters Score -853206.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -853209.625000 Penalty: 4310.391602
	Iteration 28Q: 3 clusters Score -853209.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -853213.937500 Penalty: 4310.391602
	Iteration 29Q: 3 clusters Score -853213.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -853217.187500 Penalty: 4310.391602
	Iteration 30Q: 3 clusters Score -853217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -853219.062500 Penalty: 4310.391602
	Iteration 31Q: 3 clusters Score -853219.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -853222.625000 Penalty: 4310.391602
	Iteration 32Q: 3 clusters Score -853222.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -853224.250000 Penalty: 4310.391602
	Iteration 33Q: 3 clusters Score -853224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -853226.625000 Penalty: 4310.391602
	Iteration 34Q: 3 clusters Score -853226.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -853230.812500 Penalty: 4310.391602
	Iteration 35Q: 3 clusters Score -853230.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -853236.000000 Penalty: 4310.391602
	Iteration 36Q: 3 clusters Score -853236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -853236.500000 Penalty: 4310.391602
	Iteration 37Q: 3 clusters Score -853236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -853239.437500 Penalty: 4310.391602
	Iteration 38Q: 3 clusters Score -853239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -853244.000000 Penalty: 4310.391602
	Iteration 39Q: 3 clusters Score -853244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -853246.312500 Penalty: 4310.391602
	Iteration 40F: 3 clusters Score -853246.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -853247.875000 Penalty: 4310.391602
	Iteration 41Q: 3 clusters Score -853247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -853250.625000 Penalty: 4310.391602
	Iteration 42Q: 3 clusters Score -853250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -853252.000000 Penalty: 4310.391602
	Iteration 43Q: 3 clusters Score -853252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -853251.812500 Penalty: 4310.391602
	Iteration 44Q: 3 clusters Score -853251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -853252.750000 Penalty: 4310.391602
	Iteration 45Q: 3 clusters Score -853252.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -853253.750000 Penalty: 4310.391602
	Iteration 46Q: 3 clusters Score -853253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -853257.000000 Penalty: 4310.391602
	Iteration 47Q: 3 clusters Score -853257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -853257.187500 Penalty: 4310.391602
	Iteration 48Q: 3 clusters Score -853257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -853258.937500 Penalty: 4310.391602
	Iteration 49Q: 3 clusters Score -853258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -853260.562500 Penalty: 4310.391602
	Iteration 50Q: 3 clusters Score -853260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -853261.687500 Penalty: 4310.391602
	Iteration 51Q: 3 clusters Score -853261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -853264.375000 Penalty: 4310.391602
	Iteration 52Q: 3 clusters Score -853264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -853263.562500 Penalty: 4310.391602
	Iteration 53Q: 3 clusters Score -853263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -853264.750000 Penalty: 4310.391602
	Iteration 54Q: 3 clusters Score -853264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -853264.750000 Penalty: 4310.391602
	Iteration 55F: 3 clusters Score -853264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Entering Unmasked Estep 
Score: -704998.875000 Penalty: 2100.844971
	Iteration 0F: 2 clusters Score -704998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -700675.687500 Penalty: 4201.689941
	Iteration 0F: 3 clusters Score -700675.7 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -701701.625000 Penalty: 4201.689941
	Iteration 1F: 3 clusters Score -701701.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -701873.500000 Penalty: 4201.689941
	Iteration 2F: 3 clusters Score -701873.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -701956.437500 Penalty: 4201.689941
	Iteration 3Q: 3 clusters Score -701956.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -702025.937500 Penalty: 4201.689941
	Iteration 4Q: 3 clusters Score -702025.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -702080.812500 Penalty: 4201.689941
	Iteration 5Q: 3 clusters Score -702080.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -702128.500000 Penalty: 4201.689941
	Iteration 6Q: 3 clusters Score -702128.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -702159.187500 Penalty: 4201.689941
	Iteration 7Q: 3 clusters Score -702159.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -702198.000000 Penalty: 4201.689941
	Iteration 8Q: 3 clusters Score -702198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -702232.937500 Penalty: 4201.689941
	Iteration 9Q: 3 clusters Score -702232.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -702270.000000 Penalty: 4201.689941
	Iteration 10Q: 3 clusters Score -702270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -702313.750000 Penalty: 4201.689941
	Iteration 11Q: 3 clusters Score -702313.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -702351.750000 Penalty: 4201.689941
	Iteration 12Q: 3 clusters Score -702351.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -702372.687500 Penalty: 4201.689941
	Iteration 13Q: 3 clusters Score -702372.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -702386.687500 Penalty: 4201.689941
	Iteration 14Q: 3 clusters Score -702386.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -702401.500000 Penalty: 4201.689941
	Iteration 15Q: 3 clusters Score -702401.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -702416.375000 Penalty: 4201.689941
	Iteration 16Q: 3 clusters Score -702416.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -702431.312500 Penalty: 4201.689941
	Iteration 17Q: 3 clusters Score -702431.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -702440.875000 Penalty: 4201.689941
	Iteration 18Q: 3 clusters Score -702440.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -702460.562500 Penalty: 4201.689941
	Iteration 19Q: 3 clusters Score -702460.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -702487.375000 Penalty: 4201.689941
	Iteration 20F: 3 clusters Score -702487.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -702509.375000 Penalty: 4201.689941
	Iteration 21Q: 3 clusters Score -702509.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -702526.062500 Penalty: 4201.689941
	Iteration 22Q: 3 clusters Score -702526.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -702542.562500 Penalty: 4201.689941
	Iteration 23Q: 3 clusters Score -702542.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -702561.500000 Penalty: 4201.689941
	Iteration 24Q: 3 clusters Score -702561.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -702577.312500 Penalty: 4201.689941
	Iteration 25Q: 3 clusters Score -702577.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -702592.500000 Penalty: 4201.689941
	Iteration 26Q: 3 clusters Score -702592.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -702609.437500 Penalty: 4201.689941
	Iteration 27Q: 3 clusters Score -702609.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -702631.875000 Penalty: 4201.689941
	Iteration 28Q: 3 clusters Score -702631.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -702654.125000 Penalty: 4201.689941
	Iteration 29Q: 3 clusters Score -702654.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -702674.250000 Penalty: 4201.689941
	Iteration 30Q: 3 clusters Score -702674.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -702692.687500 Penalty: 4201.689941
	Iteration 31Q: 3 clusters Score -702692.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -702711.500000 Penalty: 4201.689941
	Iteration 32Q: 3 clusters Score -702711.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -702734.375000 Penalty: 4201.689941
	Iteration 33Q: 3 clusters Score -702734.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -702759.437500 Penalty: 4201.689941
	Iteration 34Q: 3 clusters Score -702759.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -702781.125000 Penalty: 4201.689941
	Iteration 35Q: 3 clusters Score -702781.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -702808.437500 Penalty: 4201.689941
	Iteration 36Q: 3 clusters Score -702808.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -702833.687500 Penalty: 4201.689941
	Iteration 37Q: 3 clusters Score -702833.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -702858.250000 Penalty: 4201.689941
	Iteration 38Q: 3 clusters Score -702858.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -702880.750000 Penalty: 4201.689941
	Iteration 39Q: 3 clusters Score -702880.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -702900.937500 Penalty: 4201.689941
	Iteration 40F: 3 clusters Score -702900.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -702927.687500 Penalty: 4201.689941
	Iteration 41Q: 3 clusters Score -702927.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -702954.750000 Penalty: 4201.689941
	Iteration 42Q: 3 clusters Score -702954.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -702977.625000 Penalty: 4201.689941
	Iteration 43Q: 3 clusters Score -702977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -702992.375000 Penalty: 4201.689941
	Iteration 44Q: 3 clusters Score -702992.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -703008.562500 Penalty: 4201.689941
	Iteration 45Q: 3 clusters Score -703008.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -703023.187500 Penalty: 4201.689941
	Iteration 46Q: 3 clusters Score -703023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -703033.687500 Penalty: 4201.689941
	Iteration 47Q: 3 clusters Score -703033.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -703044.437500 Penalty: 4201.689941
	Iteration 48Q: 3 clusters Score -703044.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -703050.562500 Penalty: 4201.689941
	Iteration 49Q: 3 clusters Score -703050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -703060.875000 Penalty: 4201.689941
	Iteration 50Q: 3 clusters Score -703060.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -703072.625000 Penalty: 4201.689941
	Iteration 51Q: 3 clusters Score -703072.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -703085.687500 Penalty: 4201.689941
	Iteration 52Q: 3 clusters Score -703085.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -703097.125000 Penalty: 4201.689941
	Iteration 53Q: 3 clusters Score -703097.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -703112.875000 Penalty: 4201.689941
	Iteration 54Q: 3 clusters Score -703112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -703122.500000 Penalty: 4201.689941
	Iteration 55Q: 3 clusters Score -703122.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -703135.250000 Penalty: 4201.689941
	Iteration 56Q: 3 clusters Score -703135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -703142.250000 Penalty: 4201.689941
	Iteration 57Q: 3 clusters Score -703142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -703147.875000 Penalty: 4201.689941
	Iteration 58Q: 3 clusters Score -703147.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -703157.812500 Penalty: 4201.689941
	Iteration 59Q: 3 clusters Score -703157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -703166.500000 Penalty: 4201.689941
	Iteration 60F: 3 clusters Score -703166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -703176.875000 Penalty: 4201.689941
	Iteration 61Q: 3 clusters Score -703176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -703191.062500 Penalty: 4201.689941
	Iteration 62Q: 3 clusters Score -703191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -703205.437500 Penalty: 4201.689941
	Iteration 63Q: 3 clusters Score -703205.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -703216.625000 Penalty: 4201.689941
	Iteration 64Q: 3 clusters Score -703216.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -703229.437500 Penalty: 4201.689941
	Iteration 65Q: 3 clusters Score -703229.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -703244.562500 Penalty: 4201.689941
	Iteration 66Q: 3 clusters Score -703244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -703263.000000 Penalty: 4201.689941
	Iteration 67Q: 3 clusters Score -703263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -703276.687500 Penalty: 4201.689941
	Iteration 68Q: 3 clusters Score -703276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -703291.187500 Penalty: 4201.689941
	Iteration 69Q: 3 clusters Score -703291.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -703295.687500 Penalty: 4201.689941
	Iteration 70Q: 3 clusters Score -703295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -703304.250000 Penalty: 4201.689941
	Iteration 71Q: 3 clusters Score -703304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -703308.687500 Penalty: 4201.689941
	Iteration 72Q: 3 clusters Score -703308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -703310.312500 Penalty: 4201.689941
	Iteration 73Q: 3 clusters Score -703310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -703315.062500 Penalty: 4201.689941
	Iteration 74Q: 3 clusters Score -703315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -703316.875000 Penalty: 4201.689941
	Iteration 75Q: 3 clusters Score -703316.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -703319.875000 Penalty: 4201.689941
	Iteration 76Q: 3 clusters Score -703319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -703319.562500 Penalty: 4201.689941
	Iteration 77Q: 3 clusters Score -703319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -703321.062500 Penalty: 4201.689941
	Iteration 78Q: 3 clusters Score -703321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -703325.312500 Penalty: 4201.689941
	Iteration 79Q: 3 clusters Score -703325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -703329.375000 Penalty: 4201.689941
	Iteration 80F: 3 clusters Score -703329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -703333.875000 Penalty: 4201.689941
	Iteration 81Q: 3 clusters Score -703333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -703335.750000 Penalty: 4201.689941
	Iteration 82Q: 3 clusters Score -703335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -703338.000000 Penalty: 4201.689941
	Iteration 83Q: 3 clusters Score -703338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -703338.000000 Penalty: 4201.689941
	Iteration 84F: 3 clusters Score -703338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -156289.953125 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -156290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154289.328125 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -154289.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -154728.953125 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -154729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -154893.687500 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -154893.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155000.687500 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -155000.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155076.125000 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -155076.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155140.156250 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -155140.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155218.468750 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -155218.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155273.265625 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -155273.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155315.390625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -155315.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155342.859375 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -155342.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155374.765625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -155374.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -155404.703125 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -155404.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -155442.343750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -155442.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155468.859375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -155468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155481.468750 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -155481.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -155497.859375 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -155497.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155516.484375 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -155516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155526.718750 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -155526.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -155537.968750 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -155538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155553.843750 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -155553.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155568.812500 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -155568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155593.453125 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -155593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155623.859375 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -155623.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155681.031250 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -155681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155780.312500 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -155780.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -156058.046875 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -156058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -156863.343750 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -156863.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157621.578125 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -157621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157739.125000 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -157739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157812.296875 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -157812.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157882.875000 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -157882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -157914.203125 Penalty: 3509.181641
	Iteration 31Q: 3 clusters Score -157914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -157950.843750 Penalty: 3509.181641
	Iteration 32Q: 3 clusters Score -157950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -157974.531250 Penalty: 3509.181641
	Iteration 33Q: 3 clusters Score -157974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -157996.531250 Penalty: 3509.181641
	Iteration 34Q: 3 clusters Score -157996.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -158018.781250 Penalty: 3509.181641
	Iteration 35Q: 3 clusters Score -158018.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -158055.734375 Penalty: 3509.181641
	Iteration 36Q: 3 clusters Score -158055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -158112.500000 Penalty: 3509.181641
	Iteration 37Q: 3 clusters Score -158112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158145.187500 Penalty: 3509.181641
	Iteration 38Q: 3 clusters Score -158145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158158.593750 Penalty: 3509.181641
	Iteration 39Q: 3 clusters Score -158158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -158169.265625 Penalty: 3509.181641
	Iteration 40F: 3 clusters Score -158169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158186.703125 Penalty: 3509.181641
	Iteration 41Q: 3 clusters Score -158186.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158216.312500 Penalty: 3509.181641
	Iteration 42Q: 3 clusters Score -158216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158239.484375 Penalty: 3509.181641
	Iteration 43Q: 3 clusters Score -158239.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158307.046875 Penalty: 3509.181641
	Iteration 44Q: 3 clusters Score -158307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -158383.734375 Penalty: 3509.181641
	Iteration 45Q: 3 clusters Score -158383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -158442.171875 Penalty: 3509.181641
	Iteration 46Q: 3 clusters Score -158442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -158570.531250 Penalty: 3509.181641
	Iteration 47Q: 3 clusters Score -158570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -158869.000000 Penalty: 3509.181641
	Iteration 48Q: 3 clusters Score -158869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158991.453125 Penalty: 3509.181641
	Iteration 49Q: 3 clusters Score -158991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158991.453125 Penalty: 3509.181641
	Iteration 50F: 3 clusters Score -158991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 16734 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 475 members 
Entering Unmasked Estep 
Score: -115054936.000000 Penalty: 165219.093750
Splitting cluster 37 changes total score from -115053312.000000 to -115054936.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 38 (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: -365506.187500 Penalty: 1965.528687
	Iteration 0F: 2 clusters Score -365506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -362503.156250 Penalty: 3931.057373
	Iteration 0F: 3 clusters Score -362503.2 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -363325.750000 Penalty: 3931.057373
	Iteration 1F: 3 clusters Score -363325.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -363592.343750 Penalty: 3931.057373
	Iteration 2F: 3 clusters Score -363592.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363784.125000 Penalty: 3931.057373
	Iteration 3F: 3 clusters Score -363784.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -363926.656250 Penalty: 3931.057373
	Iteration 4Q: 3 clusters Score -363926.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -364041.343750 Penalty: 3931.057373
	Iteration 5Q: 3 clusters Score -364041.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -364138.687500 Penalty: 3931.057373
	Iteration 6Q: 3 clusters Score -364138.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -364255.781250 Penalty: 3931.057373
	Iteration 7Q: 3 clusters Score -364255.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -364321.125000 Penalty: 3931.057373
	Iteration 8Q: 3 clusters Score -364321.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -364366.937500 Penalty: 3931.057373
	Iteration 9Q: 3 clusters Score -364366.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -364390.125000 Penalty: 3931.057373
	Iteration 10Q: 3 clusters Score -364390.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -364405.593750 Penalty: 3931.057373
	Iteration 11Q: 3 clusters Score -364405.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -364417.937500 Penalty: 3931.057373
	Iteration 12Q: 3 clusters Score -364417.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -364429.343750 Penalty: 3931.057373
	Iteration 13Q: 3 clusters Score -364429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -364433.531250 Penalty: 3931.057373
	Iteration 14Q: 3 clusters Score -364433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -364437.062500 Penalty: 3931.057373
	Iteration 15Q: 3 clusters Score -364437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -364440.750000 Penalty: 3931.057373
	Iteration 16Q: 3 clusters Score -364440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -364445.343750 Penalty: 3931.057373
	Iteration 17Q: 3 clusters Score -364445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -364455.843750 Penalty: 3931.057373
	Iteration 18Q: 3 clusters Score -364455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -364463.093750 Penalty: 3931.057373
	Iteration 19Q: 3 clusters Score -364463.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -364470.812500 Penalty: 3931.057373
	Iteration 20F: 3 clusters Score -364470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -364473.000000 Penalty: 3931.057373
	Iteration 21Q: 3 clusters Score -364473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -364474.031250 Penalty: 3931.057373
	Iteration 22Q: 3 clusters Score -364474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -364476.968750 Penalty: 3931.057373
	Iteration 23Q: 3 clusters Score -364477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -364479.187500 Penalty: 3931.057373
	Iteration 24Q: 3 clusters Score -364479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -364482.656250 Penalty: 3931.057373
	Iteration 25Q: 3 clusters Score -364482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -364488.218750 Penalty: 3931.057373
	Iteration 26Q: 3 clusters Score -364488.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -364495.906250 Penalty: 3931.057373
	Iteration 27Q: 3 clusters Score -364495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -364501.968750 Penalty: 3931.057373
	Iteration 28Q: 3 clusters Score -364502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -364506.250000 Penalty: 3931.057373
	Iteration 29Q: 3 clusters Score -364506.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -364512.468750 Penalty: 3931.057373
	Iteration 30Q: 3 clusters Score -364512.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -364513.468750 Penalty: 3931.057373
	Iteration 31Q: 3 clusters Score -364513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364514.781250 Penalty: 3931.057373
	Iteration 32Q: 3 clusters Score -364514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -364515.187500 Penalty: 3931.057373
	Iteration 33Q: 3 clusters Score -364515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -364516.062500 Penalty: 3931.057373
	Iteration 34Q: 3 clusters Score -364516.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -364516.062500 Penalty: 3931.057373
	Iteration 35F: 3 clusters Score -364516.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Entering Unmasked Estep 
Score: -2464965.250000 Penalty: 2411.849121
	Iteration 0F: 2 clusters Score -2464965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2452888.500000 Penalty: 4823.698242
	Iteration 0F: 3 clusters Score -2452888 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2456846.000000 Penalty: 4823.698242
	Iteration 1F: 3 clusters Score -2456846 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2457284.250000 Penalty: 4823.698242
	Iteration 2F: 3 clusters Score -2457284 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2457605.500000 Penalty: 4823.698242
	Iteration 3F: 3 clusters Score -2457606 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2457865.000000 Penalty: 4823.698242
	Iteration 4Q: 3 clusters Score -2457865 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2458120.500000 Penalty: 4823.698242
	Iteration 5Q: 3 clusters Score -2458120 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2458389.500000 Penalty: 4823.698242
	Iteration 6Q: 3 clusters Score -2458390 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2458649.000000 Penalty: 4823.698242
	Iteration 7Q: 3 clusters Score -2458649 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2458931.500000 Penalty: 4823.698242
	Iteration 8Q: 3 clusters Score -2458932 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2459234.750000 Penalty: 4823.698242
	Iteration 9Q: 3 clusters Score -2459235 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2459651.500000 Penalty: 4823.698242
	Iteration 10Q: 3 clusters Score -2459652 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2460250.750000 Penalty: 4823.698242
	Iteration 11Q: 3 clusters Score -2460251 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2461131.250000 Penalty: 4823.698242
	Iteration 12F: 3 clusters Score -2461131 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2462241.250000 Penalty: 4823.698242
	Iteration 13F: 3 clusters Score -2462241 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2463391.750000 Penalty: 4823.698242
	Iteration 14F: 3 clusters Score -2463392 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2464318.500000 Penalty: 4823.698242
	Iteration 15Q: 3 clusters Score -2464318 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2464864.750000 Penalty: 4823.698242
	Iteration 16Q: 3 clusters Score -2464865 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2465287.000000 Penalty: 4823.698242
	Iteration 17Q: 3 clusters Score -2465287 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2465611.500000 Penalty: 4823.698242
	Iteration 18Q: 3 clusters Score -2465612 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2465834.000000 Penalty: 4823.698242
	Iteration 19Q: 3 clusters Score -2465834 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2465967.000000 Penalty: 4823.698242
	Iteration 20F: 3 clusters Score -2465967 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2466033.000000 Penalty: 4823.698242
	Iteration 21Q: 3 clusters Score -2466033 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2466059.500000 Penalty: 4823.698242
	Iteration 22Q: 3 clusters Score -2466060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2466072.500000 Penalty: 4823.698242
	Iteration 23Q: 3 clusters Score -2466072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2466086.250000 Penalty: 4823.698242
	Iteration 24Q: 3 clusters Score -2466086 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2466088.500000 Penalty: 4823.698242
	Iteration 25Q: 3 clusters Score -2466088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2466101.000000 Penalty: 4823.698242
	Iteration 26Q: 3 clusters Score -2466101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2466108.750000 Penalty: 4823.698242
	Iteration 27Q: 3 clusters Score -2466109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2466112.250000 Penalty: 4823.698242
	Iteration 28Q: 3 clusters Score -2466112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2466107.500000 Penalty: 4823.698242
	Iteration 29Q: 3 clusters Score -2466108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2466105.250000 Penalty: 4823.698242
	Iteration 30Q: 3 clusters Score -2466105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2466107.000000 Penalty: 4823.698242
	Iteration 31Q: 3 clusters Score -2466107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2466107.500000 Penalty: 4823.698242
	Iteration 32Q: 3 clusters Score -2466108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2466103.250000 Penalty: 4823.698242
	Iteration 33Q: 3 clusters Score -2466103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2466098.750000 Penalty: 4823.698242
	Iteration 34Q: 3 clusters Score -2466099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2466095.500000 Penalty: 4823.698242
	Iteration 35Q: 3 clusters Score -2466096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2466096.500000 Penalty: 4823.698242
	Iteration 36Q: 3 clusters Score -2466096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2466099.000000 Penalty: 4823.698242
	Iteration 37Q: 3 clusters Score -2466099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2466099.250000 Penalty: 4823.698242
	Iteration 38Q: 3 clusters Score -2466099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2466101.750000 Penalty: 4823.698242
	Iteration 39Q: 3 clusters Score -2466102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -2466103.250000 Penalty: 4823.698242
	Iteration 40F: 3 clusters Score -2466103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2466102.500000 Penalty: 4823.698242
	Iteration 41Q: 3 clusters Score -2466102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2466105.500000 Penalty: 4823.698242
	Iteration 42Q: 3 clusters Score -2466106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2466105.500000 Penalty: 4823.698242
	Iteration 43F: 3 clusters Score -2466106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 8811 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 2350 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 475 members 
Mstep: Class 50 contains 7923 members 
Entering Unmasked Estep 
Score: -115055208.000000 Penalty: 168590.921875
Splitting cluster 39 changes total score from -115053312.000000 to -115055208.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 40 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -265522.500000 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -265522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263073.875000 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -263073.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -263500.312500 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -263500.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263612.468750 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -263612.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -263682.656250 Penalty: 3720.536621
	Iteration 3Q: 3 clusters Score -263682.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -263717.468750 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -263717.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -263748.562500 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -263748.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -263772.843750 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -263772.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -263788.437500 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -263788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -263794.875000 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -263794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -263800.812500 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -263800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -263802.187500 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -263802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -263803.562500 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -263803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -263804.062500 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -263804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -263804.937500 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -263804.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -263805.781250 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -263805.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -263805.781250 Penalty: 3720.536621
	Iteration 15F: 3 clusters Score -263805.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (51646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Entering Unmasked Estep 
Score: -7684761.500000 Penalty: 2691.337646
	Iteration 0F: 2 clusters Score -7684762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -7650054.500000 Penalty: 5382.675293
	Iteration 0F: 3 clusters Score -7650054 nChanged 23803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -7663197.000000 Penalty: 5382.675293
	Iteration 1F: 3 clusters Score -7663197 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -7663823.500000 Penalty: 5382.675293
	Iteration 2Q: 3 clusters Score -7663824 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -7664570.000000 Penalty: 5382.675293
	Iteration 3Q: 3 clusters Score -7664570 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -7665401.000000 Penalty: 5382.675293
	Iteration 4Q: 3 clusters Score -7665401 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -7666392.500000 Penalty: 5382.675293
	Iteration 5Q: 3 clusters Score -7666392 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -7667683.000000 Penalty: 5382.675293
	Iteration 6F: 3 clusters Score -7667683 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7669528.000000 Penalty: 5382.675293
	Iteration 7F: 3 clusters Score -7669528 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -7671987.500000 Penalty: 5382.675293
	Iteration 8F: 3 clusters Score -7671988 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -7674704.000000 Penalty: 5382.675293
	Iteration 9F: 3 clusters Score -7674704 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -7677451.500000 Penalty: 5382.675293
	Iteration 10F: 3 clusters Score -7677452 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -7679780.500000 Penalty: 5382.675293
	Iteration 11Q: 3 clusters Score -7679780 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -7681321.500000 Penalty: 5382.675293
	Iteration 12Q: 3 clusters Score -7681322 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7681934.000000 Penalty: 5382.675293
	Iteration 13Q: 3 clusters Score -7681934 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -7682267.000000 Penalty: 5382.675293
	Iteration 14Q: 3 clusters Score -7682267 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -7682425.000000 Penalty: 5382.675293
	Iteration 15Q: 3 clusters Score -7682425 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -7682519.000000 Penalty: 5382.675293
	Iteration 16Q: 3 clusters Score -7682519 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -7682603.500000 Penalty: 5382.675293
	Iteration 17Q: 3 clusters Score -7682604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -7682647.500000 Penalty: 5382.675293
	Iteration 18Q: 3 clusters Score -7682648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -7682685.000000 Penalty: 5382.675293
	Iteration 19Q: 3 clusters Score -7682685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -7682718.500000 Penalty: 5382.675293
	Iteration 20F: 3 clusters Score -7682718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -7682741.500000 Penalty: 5382.675293
	Iteration 21Q: 3 clusters Score -7682742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -7682782.000000 Penalty: 5382.675293
	Iteration 22Q: 3 clusters Score -7682782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -7682784.500000 Penalty: 5382.675293
	Iteration 23Q: 3 clusters Score -7682784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -7682814.500000 Penalty: 5382.675293
	Iteration 24Q: 3 clusters Score -7682814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -7682817.000000 Penalty: 5382.675293
	Iteration 25Q: 3 clusters Score -7682817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -7682836.500000 Penalty: 5382.675293
	Iteration 26Q: 3 clusters Score -7682836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
Score: -7682841.500000 Penalty: 5382.675293
	Iteration 27Q: 3 clusters Score -7682842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -7682842.500000 Penalty: 5382.675293
	Iteration 28Q: 3 clusters Score -7682842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -7682853.500000 Penalty: 5382.675293
	Iteration 29Q: 3 clusters Score -7682854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -7682867.500000 Penalty: 5382.675293
	Iteration 30Q: 3 clusters Score -7682868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 49980 members 
Entering Unmasked Estep 
Score: -7682875.000000 Penalty: 5382.675293
	Iteration 31Q: 3 clusters Score -7682875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -7682872.000000 Penalty: 5382.675293
	Iteration 32Q: 3 clusters Score -7682872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -7682879.500000 Penalty: 5382.675293
	Iteration 33Q: 3 clusters Score -7682880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -7682878.000000 Penalty: 5382.675293
	Iteration 34Q: 3 clusters Score -7682878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -7682886.000000 Penalty: 5382.675293
	Iteration 35Q: 3 clusters Score -7682886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -7682883.500000 Penalty: 5382.675293
	Iteration 36Q: 3 clusters Score -7682884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -7682883.500000 Penalty: 5382.675293
	Iteration 37Q: 3 clusters Score -7682884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -7682894.000000 Penalty: 5382.675293
	Iteration 38Q: 3 clusters Score -7682894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -7682901.500000 Penalty: 5382.675293
	Iteration 39Q: 3 clusters Score -7682902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -7682904.500000 Penalty: 5382.675293
	Iteration 40F: 3 clusters Score -7682904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -7682904.000000 Penalty: 5382.675293
	Iteration 41Q: 3 clusters Score -7682904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -7682904.500000 Penalty: 5382.675293
	Iteration 42Q: 3 clusters Score -7682904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -7682909.000000 Penalty: 5382.675293
	Iteration 43Q: 3 clusters Score -7682909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -7682905.000000 Penalty: 5382.675293
	Iteration 44Q: 3 clusters Score -7682905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -7682909.000000 Penalty: 5382.675293
	Iteration 45Q: 3 clusters Score -7682909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -7682922.000000 Penalty: 5382.675293
	Iteration 46Q: 3 clusters Score -7682922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -7682922.000000 Penalty: 5382.675293
	Iteration 47Q: 3 clusters Score -7682922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7682919.500000 Penalty: 5382.675293
	Iteration 48Q: 3 clusters Score -7682920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7682910.000000 Penalty: 5382.675293
	Iteration 49Q: 3 clusters Score -7682910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -7682910.000000 Penalty: 5382.675293
	Iteration 50F: 3 clusters Score -7682910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -1641450.500000 Penalty: 2308.993408
	Iteration 0F: 2 clusters Score -1641450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1633230.750000 Penalty: 4617.986816
	Iteration 0F: 3 clusters Score -1633231 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1635934.625000 Penalty: 4617.986816
	Iteration 1F: 3 clusters Score -1635935 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1636750.125000 Penalty: 4617.986816
	Iteration 2F: 3 clusters Score -1636750 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1637714.750000 Penalty: 4617.986816
	Iteration 3F: 3 clusters Score -1637715 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1638662.375000 Penalty: 4617.986816
	Iteration 4F: 3 clusters Score -1638662 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1639301.875000 Penalty: 4617.986816
	Iteration 5F: 3 clusters Score -1639302 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1639636.625000 Penalty: 4617.986816
	Iteration 6F: 3 clusters Score -1639637 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1639826.250000 Penalty: 4617.986816
	Iteration 7Q: 3 clusters Score -1639826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1639918.125000 Penalty: 4617.986816
	Iteration 8Q: 3 clusters Score -1639918 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1639982.000000 Penalty: 4617.986816
	Iteration 9Q: 3 clusters Score -1639982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1640024.875000 Penalty: 4617.986816
	Iteration 10Q: 3 clusters Score -1640025 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1640051.125000 Penalty: 4617.986816
	Iteration 11Q: 3 clusters Score -1640051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1640064.750000 Penalty: 4617.986816
	Iteration 12Q: 3 clusters Score -1640065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1640082.250000 Penalty: 4617.986816
	Iteration 13Q: 3 clusters Score -1640082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1640086.375000 Penalty: 4617.986816
	Iteration 14Q: 3 clusters Score -1640086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1640089.375000 Penalty: 4617.986816
	Iteration 15Q: 3 clusters Score -1640089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1640098.375000 Penalty: 4617.986816
	Iteration 16Q: 3 clusters Score -1640098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1640107.125000 Penalty: 4617.986816
	Iteration 17Q: 3 clusters Score -1640107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1640115.375000 Penalty: 4617.986816
	Iteration 18Q: 3 clusters Score -1640115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1640117.875000 Penalty: 4617.986816
	Iteration 19Q: 3 clusters Score -1640118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1640119.125000 Penalty: 4617.986816
	Iteration 20F: 3 clusters Score -1640119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1640118.250000 Penalty: 4617.986816
	Iteration 21Q: 3 clusters Score -1640118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1640120.750000 Penalty: 4617.986816
	Iteration 22Q: 3 clusters Score -1640121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1640124.875000 Penalty: 4617.986816
	Iteration 23Q: 3 clusters Score -1640125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1640126.375000 Penalty: 4617.986816
	Iteration 24Q: 3 clusters Score -1640126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1640127.875000 Penalty: 4617.986816
	Iteration 25Q: 3 clusters Score -1640128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1640127.125000 Penalty: 4617.986816
	Iteration 26Q: 3 clusters Score -1640127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1640129.125000 Penalty: 4617.986816
	Iteration 27Q: 3 clusters Score -1640129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1640129.125000 Penalty: 4617.986816
	Iteration 28F: 3 clusters Score -1640129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -327059.750000 Penalty: 1925.018311
	Iteration 0F: 2 clusters Score -327059.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -324240.406250 Penalty: 3850.036621
	Iteration 0F: 3 clusters Score -324240.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -324822.531250 Penalty: 3850.036621
	Iteration 1F: 3 clusters Score -324822.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -325094.000000 Penalty: 3850.036621
	Iteration 2F: 3 clusters Score -325094 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -325403.562500 Penalty: 3850.036621
	Iteration 3F: 3 clusters Score -325403.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -325768.625000 Penalty: 3850.036621
	Iteration 4F: 3 clusters Score -325768.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -326074.937500 Penalty: 3850.036621
	Iteration 5F: 3 clusters Score -326074.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -326330.156250 Penalty: 3850.036621
	Iteration 6F: 3 clusters Score -326330.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -326501.468750 Penalty: 3850.036621
	Iteration 7Q: 3 clusters Score -326501.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -326623.093750 Penalty: 3850.036621
	Iteration 8Q: 3 clusters Score -326623.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -326701.500000 Penalty: 3850.036621
	Iteration 9Q: 3 clusters Score -326701.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -326745.843750 Penalty: 3850.036621
	Iteration 10Q: 3 clusters Score -326745.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -326776.000000 Penalty: 3850.036621
	Iteration 11Q: 3 clusters Score -326776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -326797.812500 Penalty: 3850.036621
	Iteration 12Q: 3 clusters Score -326797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -326810.875000 Penalty: 3850.036621
	Iteration 13Q: 3 clusters Score -326810.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -326821.531250 Penalty: 3850.036621
	Iteration 14Q: 3 clusters Score -326821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -326831.281250 Penalty: 3850.036621
	Iteration 15Q: 3 clusters Score -326831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -326842.375000 Penalty: 3850.036621
	Iteration 16Q: 3 clusters Score -326842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -326858.250000 Penalty: 3850.036621
	Iteration 17Q: 3 clusters Score -326858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -326878.968750 Penalty: 3850.036621
	Iteration 18Q: 3 clusters Score -326879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -326905.406250 Penalty: 3850.036621
	Iteration 19Q: 3 clusters Score -326905.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -326938.187500 Penalty: 3850.036621
	Iteration 20F: 3 clusters Score -326938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -326970.656250 Penalty: 3850.036621
	Iteration 21Q: 3 clusters Score -326970.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -327008.062500 Penalty: 3850.036621
	Iteration 22Q: 3 clusters Score -327008.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -327035.687500 Penalty: 3850.036621
	Iteration 23Q: 3 clusters Score -327035.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -327060.250000 Penalty: 3850.036621
	Iteration 24Q: 3 clusters Score -327060.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -327081.250000 Penalty: 3850.036621
	Iteration 25Q: 3 clusters Score -327081.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -327098.250000 Penalty: 3850.036621
	Iteration 26Q: 3 clusters Score -327098.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -327122.531250 Penalty: 3850.036621
	Iteration 27Q: 3 clusters Score -327122.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -327139.750000 Penalty: 3850.036621
	Iteration 28Q: 3 clusters Score -327139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -327148.781250 Penalty: 3850.036621
	Iteration 29Q: 3 clusters Score -327148.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -327161.250000 Penalty: 3850.036621
	Iteration 30Q: 3 clusters Score -327161.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -327169.500000 Penalty: 3850.036621
	Iteration 31Q: 3 clusters Score -327169.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -327178.187500 Penalty: 3850.036621
	Iteration 32Q: 3 clusters Score -327178.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -327184.312500 Penalty: 3850.036621
	Iteration 33Q: 3 clusters Score -327184.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327188.375000 Penalty: 3850.036621
	Iteration 34Q: 3 clusters Score -327188.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -327191.218750 Penalty: 3850.036621
	Iteration 35Q: 3 clusters Score -327191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -327192.687500 Penalty: 3850.036621
	Iteration 36Q: 3 clusters Score -327192.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -327194.593750 Penalty: 3850.036621
	Iteration 37Q: 3 clusters Score -327194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -327197.906250 Penalty: 3850.036621
	Iteration 38Q: 3 clusters Score -327197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -327200.937500 Penalty: 3850.036621
	Iteration 39Q: 3 clusters Score -327200.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -327205.000000 Penalty: 3850.036621
	Iteration 40F: 3 clusters Score -327205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -327208.875000 Penalty: 3850.036621
	Iteration 41Q: 3 clusters Score -327208.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -327211.375000 Penalty: 3850.036621
	Iteration 42Q: 3 clusters Score -327211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -327213.625000 Penalty: 3850.036621
	Iteration 43Q: 3 clusters Score -327213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -327216.125000 Penalty: 3850.036621
	Iteration 44Q: 3 clusters Score -327216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -327218.750000 Penalty: 3850.036621
	Iteration 45Q: 3 clusters Score -327218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327219.875000 Penalty: 3850.036621
	Iteration 46Q: 3 clusters Score -327219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327220.906250 Penalty: 3850.036621
	Iteration 47Q: 3 clusters Score -327220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327222.718750 Penalty: 3850.036621
	Iteration 48Q: 3 clusters Score -327222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -327222.718750 Penalty: 3850.036621
	Iteration 49F: 3 clusters Score -327222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 8811 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 1284 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Mstep: Class 47 contains 22010 members 
Mstep: Class 48 contains 549 members 
Mstep: Class 49 contains 475 members 
Mstep: Class 50 contains 7923 members 
Mstep: Class 51 contains 1066 members 
Entering Unmasked Estep 
Score: -115054024.000000 Penalty: 171962.734375
Splitting cluster 43 changes total score from -115053312.000000 to -115054024.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 44 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -893679.437500 Penalty: 2164.207520
	Iteration 0F: 2 clusters Score -893679.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -888425.687500 Penalty: 4328.415039
	Iteration 0F: 3 clusters Score -888425.7 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -889834.187500 Penalty: 4328.415039
	Iteration 1F: 3 clusters Score -889834.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -890126.437500 Penalty: 4328.415039
	Iteration 2F: 3 clusters Score -890126.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -890380.687500 Penalty: 4328.415039
	Iteration 3F: 3 clusters Score -890380.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -890548.875000 Penalty: 4328.415039
	Iteration 4F: 3 clusters Score -890548.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -890697.125000 Penalty: 4328.415039
	Iteration 5Q: 3 clusters Score -890697.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -890858.437500 Penalty: 4328.415039
	Iteration 6Q: 3 clusters Score -890858.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -891049.437500 Penalty: 4328.415039
	Iteration 7Q: 3 clusters Score -891049.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -891279.750000 Penalty: 4328.415039
	Iteration 8Q: 3 clusters Score -891279.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -891502.437500 Penalty: 4328.415039
	Iteration 9Q: 3 clusters Score -891502.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -891708.437500 Penalty: 4328.415039
	Iteration 10Q: 3 clusters Score -891708.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -891887.687500 Penalty: 4328.415039
	Iteration 11Q: 3 clusters Score -891887.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -892008.437500 Penalty: 4328.415039
	Iteration 12Q: 3 clusters Score -892008.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -892084.312500 Penalty: 4328.415039
	Iteration 13Q: 3 clusters Score -892084.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -892127.750000 Penalty: 4328.415039
	Iteration 14Q: 3 clusters Score -892127.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -892152.375000 Penalty: 4328.415039
	Iteration 15Q: 3 clusters Score -892152.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -892168.187500 Penalty: 4328.415039
	Iteration 16Q: 3 clusters Score -892168.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -892174.687500 Penalty: 4328.415039
	Iteration 17Q: 3 clusters Score -892174.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -892176.687500 Penalty: 4328.415039
	Iteration 18Q: 3 clusters Score -892176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -892179.000000 Penalty: 4328.415039
	Iteration 19Q: 3 clusters Score -892179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -892179.687500 Penalty: 4328.415039
	Iteration 20F: 3 clusters Score -892179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -892179.687500 Penalty: 4328.415039
	Iteration 21Q: 3 clusters Score -892179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -892181.875000 Penalty: 4328.415039
	Iteration 22Q: 3 clusters Score -892181.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -892181.750000 Penalty: 4328.415039
	Iteration 23Q: 3 clusters Score -892181.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -892184.000000 Penalty: 4328.415039
	Iteration 24Q: 3 clusters Score -892184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -892184.000000 Penalty: 4328.415039
	Iteration 25Q: 3 clusters Score -892184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -892183.500000 Penalty: 4328.415039
	Iteration 26Q: 3 clusters Score -892183.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -892186.500000 Penalty: 4328.415039
	Iteration 27Q: 3 clusters Score -892186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -892185.375000 Penalty: 4328.415039
	Iteration 28Q: 3 clusters Score -892185.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -892186.062500 Penalty: 4328.415039
	Iteration 29Q: 3 clusters Score -892186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -892186.500000 Penalty: 4328.415039
	Iteration 30Q: 3 clusters Score -892186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -892188.437500 Penalty: 4328.415039
	Iteration 31Q: 3 clusters Score -892188.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -892189.562500 Penalty: 4328.415039
	Iteration 32Q: 3 clusters Score -892189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -892188.125000 Penalty: 4328.415039
	Iteration 33Q: 3 clusters Score -892188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -892190.500000 Penalty: 4328.415039
	Iteration 34Q: 3 clusters Score -892190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -892190.625000 Penalty: 4328.415039
	Iteration 35Q: 3 clusters Score -892190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -892191.437500 Penalty: 4328.415039
	Iteration 36Q: 3 clusters Score -892191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -892193.625000 Penalty: 4328.415039
	Iteration 37Q: 3 clusters Score -892193.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -892193.125000 Penalty: 4328.415039
	Iteration 38Q: 3 clusters Score -892193.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -892193.125000 Penalty: 4328.415039
	Iteration 39F: 3 clusters Score -892193.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -742671.312500 Penalty: 2117.369385
	Iteration 0F: 2 clusters Score -742671.3 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 2507 members 
Entering Unmasked Estep 
Score: -738117.312500 Penalty: 4234.738770
	Iteration 0F: 3 clusters Score -738117.3 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -739302.437500 Penalty: 4234.738770
	Iteration 1F: 3 clusters Score -739302.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -739615.625000 Penalty: 4234.738770
	Iteration 2F: 3 clusters Score -739615.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -739864.062500 Penalty: 4234.738770
	Iteration 3F: 3 clusters Score -739864.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -740097.062500 Penalty: 4234.738770
	Iteration 4F: 3 clusters Score -740097.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -740278.625000 Penalty: 4234.738770
	Iteration 5Q: 3 clusters Score -740278.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -740417.812500 Penalty: 4234.738770
	Iteration 6Q: 3 clusters Score -740417.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -740540.875000 Penalty: 4234.738770
	Iteration 7Q: 3 clusters Score -740540.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -740640.062500 Penalty: 4234.738770
	Iteration 8Q: 3 clusters Score -740640.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -740725.750000 Penalty: 4234.738770
	Iteration 9Q: 3 clusters Score -740725.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -740787.062500 Penalty: 4234.738770
	Iteration 10Q: 3 clusters Score -740787.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -740822.375000 Penalty: 4234.738770
	Iteration 11Q: 3 clusters Score -740822.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -740842.687500 Penalty: 4234.738770
	Iteration 12Q: 3 clusters Score -740842.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -740864.875000 Penalty: 4234.738770
	Iteration 13Q: 3 clusters Score -740864.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -740881.562500 Penalty: 4234.738770
	Iteration 14Q: 3 clusters Score -740881.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -740893.312500 Penalty: 4234.738770
	Iteration 15Q: 3 clusters Score -740893.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -740904.875000 Penalty: 4234.738770
	Iteration 16Q: 3 clusters Score -740904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -740921.937500 Penalty: 4234.738770
	Iteration 17Q: 3 clusters Score -740921.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -740938.375000 Penalty: 4234.738770
	Iteration 18Q: 3 clusters Score -740938.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -740954.000000 Penalty: 4234.738770
	Iteration 19Q: 3 clusters Score -740954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -740966.625000 Penalty: 4234.738770
	Iteration 20F: 3 clusters Score -740966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -740979.000000 Penalty: 4234.738770
	Iteration 21Q: 3 clusters Score -740979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -740989.812500 Penalty: 4234.738770
	Iteration 22Q: 3 clusters Score -740989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -740999.312500 Penalty: 4234.738770
	Iteration 23Q: 3 clusters Score -740999.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -741010.375000 Penalty: 4234.738770
	Iteration 24Q: 3 clusters Score -741010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -741021.125000 Penalty: 4234.738770
	Iteration 25Q: 3 clusters Score -741021.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -741028.562500 Penalty: 4234.738770
	Iteration 26Q: 3 clusters Score -741028.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -741031.750000 Penalty: 4234.738770
	Iteration 27Q: 3 clusters Score -741031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -741035.500000 Penalty: 4234.738770
	Iteration 28Q: 3 clusters Score -741035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -741039.812500 Penalty: 4234.738770
	Iteration 29Q: 3 clusters Score -741039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -741042.375000 Penalty: 4234.738770
	Iteration 30Q: 3 clusters Score -741042.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -741041.625000 Penalty: 4234.738770
	Iteration 31Q: 3 clusters Score -741041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -741044.687500 Penalty: 4234.738770
	Iteration 32Q: 3 clusters Score -741044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -741044.687500 Penalty: 4234.738770
	Iteration 33Q: 3 clusters Score -741044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -741045.375000 Penalty: 4234.738770
	Iteration 34Q: 3 clusters Score -741045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -741049.000000 Penalty: 4234.738770
	Iteration 35Q: 3 clusters Score -741049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -741051.937500 Penalty: 4234.738770
	Iteration 36Q: 3 clusters Score -741051.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -741054.562500 Penalty: 4234.738770
	Iteration 37Q: 3 clusters Score -741054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -741059.312500 Penalty: 4234.738770
	Iteration 38Q: 3 clusters Score -741059.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -741063.687500 Penalty: 4234.738770
	Iteration 39Q: 3 clusters Score -741063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -741065.562500 Penalty: 4234.738770
	Iteration 40F: 3 clusters Score -741065.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -741066.187500 Penalty: 4234.738770
	Iteration 41Q: 3 clusters Score -741066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -741070.062500 Penalty: 4234.738770
	Iteration 42Q: 3 clusters Score -741070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -741071.312500 Penalty: 4234.738770
	Iteration 43Q: 3 clusters Score -741071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -741074.312500 Penalty: 4234.738770
	Iteration 44Q: 3 clusters Score -741074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -741077.187500 Penalty: 4234.738770
	Iteration 45Q: 3 clusters Score -741077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -741081.437500 Penalty: 4234.738770
	Iteration 46Q: 3 clusters Score -741081.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -741083.687500 Penalty: 4234.738770
	Iteration 47Q: 3 clusters Score -741083.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -741085.000000 Penalty: 4234.738770
	Iteration 48Q: 3 clusters Score -741085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -741087.312500 Penalty: 4234.738770
	Iteration 49Q: 3 clusters Score -741087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -741090.687500 Penalty: 4234.738770
	Iteration 50Q: 3 clusters Score -741090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -741093.250000 Penalty: 4234.738770
	Iteration 51Q: 3 clusters Score -741093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -741095.000000 Penalty: 4234.738770
	Iteration 52Q: 3 clusters Score -741095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -741095.250000 Penalty: 4234.738770
	Iteration 53Q: 3 clusters Score -741095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -741094.875000 Penalty: 4234.738770
	Iteration 54Q: 3 clusters Score -741094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -741094.875000 Penalty: 4234.738770
	Iteration 55F: 3 clusters Score -741094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -118203.429688 Penalty: 1676.295288
	Iteration 0F: 2 clusters Score -118203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -116436.507812 Penalty: 3352.590576
	Iteration 0F: 3 clusters Score -116436.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -116761.046875 Penalty: 3352.590576
	Iteration 1F: 3 clusters Score -116761 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116847.882812 Penalty: 3352.590576
	Iteration 2F: 3 clusters Score -116847.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116919.679688 Penalty: 3352.590576
	Iteration 3Q: 3 clusters Score -116919.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116969.437500 Penalty: 3352.590576
	Iteration 4Q: 3 clusters Score -116969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -117001.164062 Penalty: 3352.590576
	Iteration 5Q: 3 clusters Score -117001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117030.992188 Penalty: 3352.590576
	Iteration 6Q: 3 clusters Score -117031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117070.664062 Penalty: 3352.590576
	Iteration 7Q: 3 clusters Score -117070.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117118.468750 Penalty: 3352.590576
	Iteration 8Q: 3 clusters Score -117118.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117156.289062 Penalty: 3352.590576
	Iteration 9Q: 3 clusters Score -117156.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -117193.187500 Penalty: 3352.590576
	Iteration 10Q: 3 clusters Score -117193.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117214.523438 Penalty: 3352.590576
	Iteration 11Q: 3 clusters Score -117214.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117230.890625 Penalty: 3352.590576
	Iteration 12Q: 3 clusters Score -117230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117254.476562 Penalty: 3352.590576
	Iteration 13Q: 3 clusters Score -117254.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -117279.703125 Penalty: 3352.590576
	Iteration 14Q: 3 clusters Score -117279.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -117295.210938 Penalty: 3352.590576
	Iteration 15Q: 3 clusters Score -117295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -117314.953125 Penalty: 3352.590576
	Iteration 16Q: 3 clusters Score -117315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -117333.242188 Penalty: 3352.590576
	Iteration 17Q: 3 clusters Score -117333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117348.132812 Penalty: 3352.590576
	Iteration 18Q: 3 clusters Score -117348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -117363.562500 Penalty: 3352.590576
	Iteration 19Q: 3 clusters Score -117363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -117380.750000 Penalty: 3352.590576
	Iteration 20F: 3 clusters Score -117380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -117391.023438 Penalty: 3352.590576
	Iteration 21Q: 3 clusters Score -117391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -117403.226562 Penalty: 3352.590576
	Iteration 22Q: 3 clusters Score -117403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -117413.242188 Penalty: 3352.590576
	Iteration 23Q: 3 clusters Score -117413.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -117425.445312 Penalty: 3352.590576
	Iteration 24Q: 3 clusters Score -117425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -117432.851562 Penalty: 3352.590576
	Iteration 25Q: 3 clusters Score -117432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -117436.531250 Penalty: 3352.590576
	Iteration 26Q: 3 clusters Score -117436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -117436.531250 Penalty: 3352.590576
	Iteration 27F: 3 clusters Score -117436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5171 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 12016 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 78708 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19464 members 
Mstep: Class 14 contains 10207 members 
Mstep: Class 15 contains 9671 members 
Mstep: Class 16 contains 43612 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 88501 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 5088 members 
Mstep: Class 24 contains 78568 members 
Mstep: Class 25 contains 11331 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17110 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64115 members 
Mstep: Class 31 contains 14506 members 
Mstep: Class 32 contains 3000 members 
Mstep: Class 33 contains 11246 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 707 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 8811 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51646 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 1284 members 
Mstep: Class 44 contains 6165 members 
Mstep: Class 45 contains 5104 members 
Mstep: Class 46 contains 862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057776.000000 Penalty: 171962.734375
Iteration 159Q: 52 clusters Score -1.150578e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 5164 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7412 members 
Mstep: Class 5 contains 12018 members 
Mstep: Class 6 contains 36217 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 79508 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 19509 members 
Mstep: Class 14 contains 10236 members 
Mstep: Class 15 contains 9676 members 
Mstep: Class 16 contains 43593 members 
Mstep: Class 17 contains 21594 members 
Mstep: Class 18 contains 121 members 
Mstep: Class 19 contains 18844 members 
Mstep: Class 20 contains 593 members 
Mstep: Class 21 contains 88590 members 
Mstep: Class 22 contains 36049 members 
Mstep: Class 23 contains 5086 members 
Mstep: Class 24 contains 78638 members 
Mstep: Class 25 contains 11111 members 
Mstep: Class 26 contains 4410 members 
Mstep: Class 27 contains 17138 members 
Mstep: Class 28 contains 8082 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64325 members 
Mstep: Class 31 contains 14519 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11242 members 
Mstep: Class 34 contains 4552 members 
Mstep: Class 35 contains 5945 members 
Mstep: Class 36 contains 4775 members 
Mstep: Class 37 contains 716 members 
Mstep: Class 38 contains 2770 members 
Mstep: Class 39 contains 8979 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51810 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 1360 members 
Mstep: Class 44 contains 6150 members 
Mstep: Class 45 contains 5178 members 
Mstep: Class 46 contains 864 members 
Mstep: Class 47 contains 20638 members 
Mstep: Class 48 contains 533 members 
Mstep: Class 49 contains 469 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062616.000000 Penalty: 171962.734375
Iteration 160F: 52 clusters Score -1.150626e+08 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 5141 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7442 members 
Mstep: Class 5 contains 11948 members 
Mstep: Class 6 contains 36395 members 
Mstep: Class 7 contains 9269 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 78876 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 19570 members 
Mstep: Class 14 contains 10263 members 
Mstep: Class 15 contains 9679 members 
Mstep: Class 16 contains 43578 members 
Mstep: Class 17 contains 21589 members 
Mstep: Class 18 contains 135 members 
Mstep: Class 19 contains 18776 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 88518 members 
Mstep: Class 22 contains 35985 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 78460 members 
Mstep: Class 25 contains 10967 members 
Mstep: Class 26 contains 4409 members 
Mstep: Class 27 contains 17108 members 
Mstep: Class 28 contains 8073 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64255 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2850 members 
Mstep: Class 33 contains 11233 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 5944 members 
Mstep: Class 36 contains 4777 members 
Mstep: Class 37 contains 721 members 
Mstep: Class 38 contains 2767 members 
Mstep: Class 39 contains 9057 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 51910 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 1424 members 
Mstep: Class 44 contains 6146 members 
Mstep: Class 45 contains 5068 members 
Mstep: Class 46 contains 822 members 
Mstep: Class 47 contains 21536 members 
Mstep: Class 48 contains 616 members 
Mstep: Class 49 contains 512 members 
Mstep: Class 50 contains 7399 members 
Mstep: Class 51 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064968.000000 Penalty: 171962.734375
Iteration 161Q: 52 clusters Score -1.15065e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 11914 members 
Mstep: Class 6 contains 36591 members 
Mstep: Class 7 contains 9258 members 
Mstep: Class 8 contains 3999 members 
Mstep: Class 9 contains 78346 members 
Mstep: Class 10 contains 7852 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 19636 members 
Mstep: Class 14 contains 10290 members 
Mstep: Class 15 contains 9685 members 
Mstep: Class 16 contains 43563 members 
Mstep: Class 17 contains 21588 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 18721 members 
Mstep: Class 20 contains 580 members 
Mstep: Class 21 contains 88543 members 
Mstep: Class 22 contains 35963 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 78384 members 
Mstep: Class 25 contains 10880 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 17092 members 
Mstep: Class 28 contains 8051 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64207 members 
Mstep: Class 31 contains 14425 members 
Mstep: Class 32 contains 2779 members 
Mstep: Class 33 contains 11204 members 
Mstep: Class 34 contains 4531 members 
Mstep: Class 35 contains 5943 members 
Mstep: Class 36 contains 4778 members 
Mstep: Class 37 contains 728 members 
Mstep: Class 38 contains 2770 members 
Mstep: Class 39 contains 9143 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 52016 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 1477 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5034 members 
Mstep: Class 46 contains 786 members 
Mstep: Class 47 contains 21982 members 
Mstep: Class 48 contains 673 members 
Mstep: Class 49 contains 552 members 
Mstep: Class 50 contains 7427 members 
Mstep: Class 51 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065584.000000 Penalty: 171962.734375
Iteration 162Q: 52 clusters Score -1.150656e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 5 contains 11891 members 
Mstep: Class 6 contains 36761 members 
Mstep: Class 7 contains 9244 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 77850 members 
Mstep: Class 10 contains 7843 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8523 members 
Mstep: Class 13 contains 19694 members 
Mstep: Class 14 contains 10323 members 
Mstep: Class 15 contains 9694 members 
Mstep: Class 16 contains 43549 members 
Mstep: Class 17 contains 21580 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 18675 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 88621 members 
Mstep: Class 22 contains 35939 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 78329 members 
Mstep: Class 25 contains 10823 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 17079 members 
Mstep: Class 28 contains 8028 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64198 members 
Mstep: Class 31 contains 14414 members 
Mstep: Class 32 contains 2742 members 
Mstep: Class 33 contains 11183 members 
Mstep: Class 34 contains 4529 members 
Mstep: Class 35 contains 5942 members 
Mstep: Class 36 contains 4780 members 
Mstep: Class 37 contains 736 members 
Mstep: Class 38 contains 2790 members 
Mstep: Class 39 contains 9198 members 
Mstep: Class 40 contains 1811 members 
Mstep: Class 41 contains 52139 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1526 members 
Mstep: Class 44 contains 6138 members 
Mstep: Class 45 contains 5017 members 
Mstep: Class 46 contains 763 members 
Mstep: Class 47 contains 22321 members 
Mstep: Class 48 contains 685 members 
Mstep: Class 49 contains 580 members 
Mstep: Class 50 contains 7403 members 
Mstep: Class 51 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066016.000000 Penalty: 171962.734375
Iteration 163Q: 52 clusters Score -1.15066e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7421 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 36881 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 77410 members 
Mstep: Class 10 contains 7832 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8518 members 
Mstep: Class 13 contains 19749 members 
Mstep: Class 14 contains 10356 members 
Mstep: Class 15 contains 9702 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 21577 members 
Mstep: Class 18 contains 131 members 
Mstep: Class 19 contains 18644 members 
Mstep: Class 20 contains 567 members 
Mstep: Class 21 contains 88710 members 
Mstep: Class 22 contains 35921 members 
Mstep: Class 23 contains 5058 members 
Mstep: Class 24 contains 78321 members 
Mstep: Class 25 contains 10774 members 
Mstep: Class 26 contains 4408 members 
Mstep: Class 27 contains 17063 members 
Mstep: Class 28 contains 8017 members 
Mstep: Class 29 contains 225 members 
Mstep: Class 30 contains 64180 members 
Mstep: Class 31 contains 14412 members 
Mstep: Class 32 contains 2714 members 
Mstep: Class 33 contains 11162 members 
Mstep: Class 34 contains 4524 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 4779 members 
Mstep: Class 37 contains 742 members 
Mstep: Class 38 contains 2811 members 
Mstep: Class 39 contains 9251 members 
Mstep: Class 40 contains 1809 members 
Mstep: Class 41 contains 52246 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1583 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5005 members 
Mstep: Class 46 contains 745 members 
Mstep: Class 47 contains 22565 members 
Mstep: Class 48 contains 691 members 
Mstep: Class 49 contains 597 members 
Mstep: Class 50 contains 7378 members 
Mstep: Class 51 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066608.000000 Penalty: 171962.734375
Iteration 164Q: 52 clusters Score -1.150666e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7410 members 
Mstep: Class 5 contains 11863 members 
Mstep: Class 6 contains 36969 members 
Mstep: Class 7 contains 9209 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 76996 members 
Mstep: Class 10 contains 7829 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8516 members 
Mstep: Class 13 contains 19793 members 
Mstep: Class 14 contains 10398 members 
Mstep: Class 15 contains 9709 members 
Mstep: Class 16 contains 43519 members 
Mstep: Class 17 contains 21569 members 
Mstep: Class 18 contains 128 members 
Mstep: Class 19 contains 18631 members 
Mstep: Class 20 contains 564 members 
Mstep: Class 21 contains 88823 members 
Mstep: Class 22 contains 35927 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 78323 members 
Mstep: Class 25 contains 10726 members 
Mstep: Class 26 contains 4402 members 
Mstep: Class 27 contains 17046 members 
Mstep: Class 28 contains 8000 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64164 members 
Mstep: Class 31 contains 14408 members 
Mstep: Class 32 contains 2700 members 
Mstep: Class 33 contains 11136 members 
Mstep: Class 34 contains 4515 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 4778 members 
Mstep: Class 37 contains 745 members 
Mstep: Class 38 contains 2827 members 
Mstep: Class 39 contains 9305 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 52342 members 
Mstep: Class 42 contains 11048 members 
Mstep: Class 43 contains 1623 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5001 members 
Mstep: Class 46 contains 740 members 
Mstep: Class 47 contains 22778 members 
Mstep: Class 48 contains 701 members 
Mstep: Class 49 contains 605 members 
Mstep: Class 50 contains 7362 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066832.000000 Penalty: 171962.734375
Iteration 165Q: 52 clusters Score -1.150668e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7396 members 
Mstep: Class 5 contains 11861 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 9191 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 76616 members 
Mstep: Class 10 contains 7823 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8513 members 
Mstep: Class 13 contains 19826 members 
Mstep: Class 14 contains 10429 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 43501 members 
Mstep: Class 17 contains 21564 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 88915 members 
Mstep: Class 22 contains 35936 members 
Mstep: Class 23 contains 5048 members 
Mstep: Class 24 contains 78308 members 
Mstep: Class 25 contains 10703 members 
Mstep: Class 26 contains 4394 members 
Mstep: Class 27 contains 17034 members 
Mstep: Class 28 contains 7982 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64162 members 
Mstep: Class 31 contains 14408 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 11124 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5939 members 
Mstep: Class 36 contains 4779 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 2843 members 
Mstep: Class 39 contains 9345 members 
Mstep: Class 40 contains 1809 members 
Mstep: Class 41 contains 52436 members 
Mstep: Class 42 contains 11050 members 
Mstep: Class 43 contains 1662 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5001 members 
Mstep: Class 46 contains 736 members 
Mstep: Class 47 contains 22981 members 
Mstep: Class 48 contains 704 members 
Mstep: Class 49 contains 610 members 
Mstep: Class 50 contains 7344 members 
Mstep: Class 51 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067000.000000 Penalty: 171962.734375
Iteration 166Q: 52 clusters Score -1.15067e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 5012 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7383 members 
Mstep: Class 5 contains 11848 members 
Mstep: Class 6 contains 37074 members 
Mstep: Class 7 contains 9182 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 76264 members 
Mstep: Class 10 contains 7821 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8509 members 
Mstep: Class 13 contains 19841 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 9722 members 
Mstep: Class 16 contains 43473 members 
Mstep: Class 17 contains 21565 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18625 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 89014 members 
Mstep: Class 22 contains 35951 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 78280 members 
Mstep: Class 25 contains 10681 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 17022 members 
Mstep: Class 28 contains 7968 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64161 members 
Mstep: Class 31 contains 14401 members 
Mstep: Class 32 contains 2682 members 
Mstep: Class 33 contains 11117 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4783 members 
Mstep: Class 37 contains 756 members 
Mstep: Class 38 contains 2848 members 
Mstep: Class 39 contains 9381 members 
Mstep: Class 40 contains 1810 members 
Mstep: Class 41 contains 52519 members 
Mstep: Class 42 contains 11054 members 
Mstep: Class 43 contains 1689 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5004 members 
Mstep: Class 46 contains 730 members 
Mstep: Class 47 contains 23180 members 
Mstep: Class 48 contains 709 members 
Mstep: Class 49 contains 616 members 
Mstep: Class 50 contains 7324 members 
Mstep: Class 51 contains 1155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067200.000000 Penalty: 171962.734375
Iteration 167Q: 52 clusters Score -1.150672e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7379 members 
Mstep: Class 5 contains 11837 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 9169 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 75942 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 1400 members 
Mstep: Class 12 contains 8505 members 
Mstep: Class 13 contains 19871 members 
Mstep: Class 14 contains 10486 members 
Mstep: Class 15 contains 9726 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 21562 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18631 members 
Mstep: Class 20 contains 554 members 
Mstep: Class 21 contains 89125 members 
Mstep: Class 22 contains 35951 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 78258 members 
Mstep: Class 25 contains 10662 members 
Mstep: Class 26 contains 4388 members 
Mstep: Class 27 contains 16996 members 
Mstep: Class 28 contains 7958 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64156 members 
Mstep: Class 31 contains 14407 members 
Mstep: Class 32 contains 2671 members 
Mstep: Class 33 contains 11102 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 4787 members 
Mstep: Class 37 contains 758 members 
Mstep: Class 38 contains 2854 members 
Mstep: Class 39 contains 9401 members 
Mstep: Class 40 contains 1811 members 
Mstep: Class 41 contains 52617 members 
Mstep: Class 42 contains 11053 members 
Mstep: Class 43 contains 1714 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5007 members 
Mstep: Class 46 contains 721 members 
Mstep: Class 47 contains 23333 members 
Mstep: Class 48 contains 715 members 
Mstep: Class 49 contains 624 members 
Mstep: Class 50 contains 7307 members 
Mstep: Class 51 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067592.000000 Penalty: 171962.734375
Iteration 168Q: 52 clusters Score -1.150676e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 6 contains 37139 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 3943 members 
Mstep: Class 9 contains 75656 members 
Mstep: Class 10 contains 7818 members 
Mstep: Class 11 contains 1401 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 13 contains 19893 members 
Mstep: Class 14 contains 10503 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 43405 members 
Mstep: Class 17 contains 21565 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18634 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 89225 members 
Mstep: Class 22 contains 35969 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 78247 members 
Mstep: Class 25 contains 10643 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 16975 members 
Mstep: Class 28 contains 7951 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64155 members 
Mstep: Class 31 contains 14405 members 
Mstep: Class 32 contains 2675 members 
Mstep: Class 33 contains 11093 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4793 members 
Mstep: Class 37 contains 758 members 
Mstep: Class 38 contains 2862 members 
Mstep: Class 39 contains 9427 members 
Mstep: Class 40 contains 1813 members 
Mstep: Class 41 contains 52678 members 
Mstep: Class 42 contains 11054 members 
Mstep: Class 43 contains 1727 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5008 members 
Mstep: Class 46 contains 715 members 
Mstep: Class 47 contains 23465 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 631 members 
Mstep: Class 50 contains 7303 members 
Mstep: Class 51 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067576.000000 Penalty: 171962.734375
Iteration 169Q: 52 clusters Score -1.150676e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7371 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 37169 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 3941 members 
Mstep: Class 9 contains 75379 members 
Mstep: Class 10 contains 7817 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8501 members 
Mstep: Class 13 contains 19907 members 
Mstep: Class 14 contains 10515 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 43381 members 
Mstep: Class 17 contains 21563 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18634 members 
Mstep: Class 20 contains 556 members 
Mstep: Class 21 contains 89333 members 
Mstep: Class 22 contains 36002 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 78242 members 
Mstep: Class 25 contains 10621 members 
Mstep: Class 26 contains 4389 members 
Mstep: Class 27 contains 16964 members 
Mstep: Class 28 contains 7951 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64149 members 
Mstep: Class 31 contains 14407 members 
Mstep: Class 32 contains 2672 members 
Mstep: Class 33 contains 11079 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4794 members 
Mstep: Class 37 contains 758 members 
Mstep: Class 38 contains 2866 members 
Mstep: Class 39 contains 9449 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 52737 members 
Mstep: Class 42 contains 11051 members 
Mstep: Class 43 contains 1738 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5009 members 
Mstep: Class 46 contains 711 members 
Mstep: Class 47 contains 23577 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 636 members 
Mstep: Class 50 contains 7290 members 
Mstep: Class 51 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 171962.734375
Iteration 170Q: 52 clusters Score -1.150677e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7370 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 37192 members 
Mstep: Class 7 contains 9127 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 75096 members 
Mstep: Class 10 contains 7815 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8500 members 
Mstep: Class 13 contains 19923 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 43356 members 
Mstep: Class 17 contains 21564 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 560 members 
Mstep: Class 21 contains 89448 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 78246 members 
Mstep: Class 25 contains 10609 members 
Mstep: Class 26 contains 4384 members 
Mstep: Class 27 contains 16954 members 
Mstep: Class 28 contains 7943 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64149 members 
Mstep: Class 31 contains 14402 members 
Mstep: Class 32 contains 2674 members 
Mstep: Class 33 contains 11071 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4795 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2869 members 
Mstep: Class 39 contains 9467 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 52799 members 
Mstep: Class 42 contains 11048 members 
Mstep: Class 43 contains 1745 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5009 members 
Mstep: Class 46 contains 704 members 
Mstep: Class 47 contains 23689 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 639 members 
Mstep: Class 50 contains 7277 members 
Mstep: Class 51 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067928.000000 Penalty: 171962.734375
Iteration 171Q: 52 clusters Score -1.150679e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7360 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 37202 members 
Mstep: Class 7 contains 9113 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 74828 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8497 members 
Mstep: Class 13 contains 19932 members 
Mstep: Class 14 contains 10550 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 21563 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18631 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 89563 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 78241 members 
Mstep: Class 25 contains 10603 members 
Mstep: Class 26 contains 4384 members 
Mstep: Class 27 contains 16947 members 
Mstep: Class 28 contains 7933 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64148 members 
Mstep: Class 31 contains 14405 members 
Mstep: Class 32 contains 2680 members 
Mstep: Class 33 contains 11069 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4797 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2870 members 
Mstep: Class 39 contains 9486 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 52867 members 
Mstep: Class 42 contains 11047 members 
Mstep: Class 43 contains 1749 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5017 members 
Mstep: Class 46 contains 702 members 
Mstep: Class 47 contains 23804 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7260 members 
Mstep: Class 51 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067848.000000 Penalty: 171962.734375
Iteration 172Q: 52 clusters Score -1.150678e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 7355 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 9085 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 74587 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8496 members 
Mstep: Class 13 contains 19941 members 
Mstep: Class 14 contains 10559 members 
Mstep: Class 15 contains 9741 members 
Mstep: Class 16 contains 43306 members 
Mstep: Class 17 contains 21566 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 89658 members 
Mstep: Class 22 contains 36041 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 78246 members 
Mstep: Class 25 contains 10593 members 
Mstep: Class 26 contains 4382 members 
Mstep: Class 27 contains 16935 members 
Mstep: Class 28 contains 7934 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64144 members 
Mstep: Class 31 contains 14411 members 
Mstep: Class 32 contains 2683 members 
Mstep: Class 33 contains 11060 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4797 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2874 members 
Mstep: Class 39 contains 9504 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 52934 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1751 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5020 members 
Mstep: Class 46 contains 701 members 
Mstep: Class 47 contains 23898 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7253 members 
Mstep: Class 51 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067888.000000 Penalty: 171962.734375
Iteration 173Q: 52 clusters Score -1.150679e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 9060 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 74325 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8496 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 10572 members 
Mstep: Class 15 contains 9745 members 
Mstep: Class 16 contains 43278 members 
Mstep: Class 17 contains 21571 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18638 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 89764 members 
Mstep: Class 22 contains 36058 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 78238 members 
Mstep: Class 25 contains 10579 members 
Mstep: Class 26 contains 4377 members 
Mstep: Class 27 contains 16923 members 
Mstep: Class 28 contains 7933 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64139 members 
Mstep: Class 31 contains 14418 members 
Mstep: Class 32 contains 2684 members 
Mstep: Class 33 contains 11057 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4797 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2877 members 
Mstep: Class 39 contains 9523 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53015 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1753 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5026 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 23999 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7243 members 
Mstep: Class 51 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068064.000000 Penalty: 171962.734375
Iteration 174Q: 52 clusters Score -1.150681e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 4968 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 74110 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8493 members 
Mstep: Class 13 contains 19943 members 
Mstep: Class 14 contains 10585 members 
Mstep: Class 15 contains 9747 members 
Mstep: Class 16 contains 43250 members 
Mstep: Class 17 contains 21570 members 
Mstep: Class 18 contains 129 members 
Mstep: Class 19 contains 18627 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 89852 members 
Mstep: Class 22 contains 36090 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 78224 members 
Mstep: Class 25 contains 10567 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 16920 members 
Mstep: Class 28 contains 7932 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64133 members 
Mstep: Class 31 contains 14421 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 11052 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4801 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2881 members 
Mstep: Class 39 contains 9535 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53076 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1757 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5035 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24083 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 1180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068152.000000 Penalty: 171962.734375
Iteration 175Q: 52 clusters Score -1.150682e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7333 members 
Mstep: Class 5 contains 11798 members 
Mstep: Class 6 contains 37270 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 3918 members 
Mstep: Class 9 contains 73921 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 19941 members 
Mstep: Class 14 contains 10595 members 
Mstep: Class 15 contains 9748 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 21570 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 18629 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 89940 members 
Mstep: Class 22 contains 36123 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 78212 members 
Mstep: Class 25 contains 10561 members 
Mstep: Class 26 contains 4375 members 
Mstep: Class 27 contains 16917 members 
Mstep: Class 28 contains 7937 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64127 members 
Mstep: Class 31 contains 14422 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 11036 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4810 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2883 members 
Mstep: Class 39 contains 9545 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53136 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1763 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5039 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24162 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7229 members 
Mstep: Class 51 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068208.000000 Penalty: 171962.734375
Iteration 176Q: 52 clusters Score -1.150682e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7334 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 8979 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 73716 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 19938 members 
Mstep: Class 14 contains 10603 members 
Mstep: Class 15 contains 9746 members 
Mstep: Class 16 contains 43180 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 18629 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 90024 members 
Mstep: Class 22 contains 36160 members 
Mstep: Class 23 contains 5054 members 
Mstep: Class 24 contains 78203 members 
Mstep: Class 25 contains 10556 members 
Mstep: Class 26 contains 4373 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 7937 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64118 members 
Mstep: Class 31 contains 14422 members 
Mstep: Class 32 contains 2687 members 
Mstep: Class 33 contains 11030 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4819 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2885 members 
Mstep: Class 39 contains 9559 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53201 members 
Mstep: Class 42 contains 11048 members 
Mstep: Class 43 contains 1763 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5039 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24241 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7232 members 
Mstep: Class 51 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068200.000000 Penalty: 171962.734375
Iteration 177Q: 52 clusters Score -1.150682e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7335 members 
Mstep: Class 5 contains 11798 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 73542 members 
Mstep: Class 10 contains 7816 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8490 members 
Mstep: Class 13 contains 19939 members 
Mstep: Class 14 contains 10609 members 
Mstep: Class 15 contains 9751 members 
Mstep: Class 16 contains 43146 members 
Mstep: Class 17 contains 21563 members 
Mstep: Class 18 contains 130 members 
Mstep: Class 19 contains 18633 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 90100 members 
Mstep: Class 22 contains 36186 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 78203 members 
Mstep: Class 25 contains 10553 members 
Mstep: Class 26 contains 4369 members 
Mstep: Class 27 contains 16915 members 
Mstep: Class 28 contains 7938 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64114 members 
Mstep: Class 31 contains 14423 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 11023 members 
Mstep: Class 34 contains 4506 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4825 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2888 members 
Mstep: Class 39 contains 9570 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53263 members 
Mstep: Class 42 contains 11051 members 
Mstep: Class 43 contains 1764 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5043 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24300 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7227 members 
Mstep: Class 51 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068200.000000 Penalty: 171962.734375
Iteration 178Q: 52 clusters Score -1.150682e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 11799 members 
Mstep: Class 6 contains 37270 members 
Mstep: Class 7 contains 8950 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 73362 members 
Mstep: Class 10 contains 7814 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8491 members 
Mstep: Class 13 contains 19941 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 9750 members 
Mstep: Class 16 contains 43115 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 131 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 90182 members 
Mstep: Class 22 contains 36217 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 78213 members 
Mstep: Class 25 contains 10548 members 
Mstep: Class 26 contains 4368 members 
Mstep: Class 27 contains 16911 members 
Mstep: Class 28 contains 7940 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64104 members 
Mstep: Class 31 contains 14424 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 11020 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2894 members 
Mstep: Class 39 contains 9577 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53312 members 
Mstep: Class 42 contains 11048 members 
Mstep: Class 43 contains 1765 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5048 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24362 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7229 members 
Mstep: Class 51 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068184.000000 Penalty: 171962.734375
Iteration 179Q: 52 clusters Score -1.150682e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 11800 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 8933 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 73196 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8491 members 
Mstep: Class 13 contains 19944 members 
Mstep: Class 14 contains 10632 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 43071 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 131 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 562 members 
Mstep: Class 21 contains 90258 members 
Mstep: Class 22 contains 36237 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 78216 members 
Mstep: Class 25 contains 10547 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16909 members 
Mstep: Class 28 contains 7945 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64099 members 
Mstep: Class 31 contains 14425 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 11022 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4828 members 
Mstep: Class 37 contains 759 members 
Mstep: Class 38 contains 2891 members 
Mstep: Class 39 contains 9581 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53372 members 
Mstep: Class 42 contains 11047 members 
Mstep: Class 43 contains 1766 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5053 members 
Mstep: Class 46 contains 698 members 
Mstep: Class 47 contains 24423 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 640 members 
Mstep: Class 50 contains 7232 members 
Mstep: Class 51 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068400.000000 Penalty: 171962.734375
Iteration 180F: 52 clusters Score -1.150684e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 7322 members 
Mstep: Class 5 contains 11803 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 8913 members 
Mstep: Class 8 contains 3894 members 
Mstep: Class 9 contains 73020 members 
Mstep: Class 10 contains 7804 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 10651 members 
Mstep: Class 15 contains 9759 members 
Mstep: Class 16 contains 43035 members 
Mstep: Class 17 contains 21550 members 
Mstep: Class 18 contains 140 members 
Mstep: Class 19 contains 18635 members 
Mstep: Class 20 contains 530 members 
Mstep: Class 21 contains 90335 members 
Mstep: Class 22 contains 36257 members 
Mstep: Class 23 contains 5052 members 
Mstep: Class 24 contains 78211 members 
Mstep: Class 25 contains 10547 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 16910 members 
Mstep: Class 28 contains 7936 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64097 members 
Mstep: Class 31 contains 14432 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 11024 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 791 members 
Mstep: Class 38 contains 2893 members 
Mstep: Class 39 contains 9587 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53434 members 
Mstep: Class 42 contains 11045 members 
Mstep: Class 43 contains 1771 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5062 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24483 members 
Mstep: Class 48 contains 713 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7235 members 
Mstep: Class 51 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068912.000000 Penalty: 171962.734375
Iteration 181Q: 52 clusters Score -1.150689e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7318 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8896 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 72861 members 
Mstep: Class 10 contains 7800 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 19951 members 
Mstep: Class 14 contains 10670 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 43000 members 
Mstep: Class 17 contains 21551 members 
Mstep: Class 18 contains 139 members 
Mstep: Class 19 contains 18630 members 
Mstep: Class 20 contains 499 members 
Mstep: Class 21 contains 90415 members 
Mstep: Class 22 contains 36279 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 78212 members 
Mstep: Class 25 contains 10545 members 
Mstep: Class 26 contains 4360 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 7931 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64093 members 
Mstep: Class 31 contains 14437 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 11025 members 
Mstep: Class 34 contains 4506 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 824 members 
Mstep: Class 38 contains 2906 members 
Mstep: Class 39 contains 9589 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53489 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 1781 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5066 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24527 members 
Mstep: Class 48 contains 711 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7238 members 
Mstep: Class 51 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069248.000000 Penalty: 171962.734375
Iteration 182Q: 52 clusters Score -1.150692e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 4938 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 7316 members 
Mstep: Class 5 contains 11799 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 72697 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 19952 members 
Mstep: Class 14 contains 10686 members 
Mstep: Class 15 contains 9765 members 
Mstep: Class 16 contains 42975 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 140 members 
Mstep: Class 19 contains 18636 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90481 members 
Mstep: Class 22 contains 36305 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 78218 members 
Mstep: Class 25 contains 10540 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 7930 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64085 members 
Mstep: Class 31 contains 14439 members 
Mstep: Class 32 contains 2684 members 
Mstep: Class 33 contains 11027 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2908 members 
Mstep: Class 39 contains 9592 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53525 members 
Mstep: Class 42 contains 11041 members 
Mstep: Class 43 contains 1797 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5066 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24587 members 
Mstep: Class 48 contains 710 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7237 members 
Mstep: Class 51 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069360.000000 Penalty: 171962.734375
Iteration 183Q: 52 clusters Score -1.150694e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 4934 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7308 members 
Mstep: Class 5 contains 11796 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 8876 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 72550 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 19953 members 
Mstep: Class 14 contains 10707 members 
Mstep: Class 15 contains 9767 members 
Mstep: Class 16 contains 42946 members 
Mstep: Class 17 contains 21550 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18643 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90545 members 
Mstep: Class 22 contains 36330 members 
Mstep: Class 23 contains 5046 members 
Mstep: Class 24 contains 78215 members 
Mstep: Class 25 contains 10533 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 16906 members 
Mstep: Class 28 contains 7926 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64084 members 
Mstep: Class 31 contains 14441 members 
Mstep: Class 32 contains 2678 members 
Mstep: Class 33 contains 11029 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2914 members 
Mstep: Class 39 contains 9594 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53561 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 1810 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5065 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24646 members 
Mstep: Class 48 contains 710 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7237 members 
Mstep: Class 51 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069480.000000 Penalty: 171962.734375
Iteration 184Q: 52 clusters Score -1.150695e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 11795 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8862 members 
Mstep: Class 8 contains 3878 members 
Mstep: Class 9 contains 72413 members 
Mstep: Class 10 contains 7796 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 13 contains 19948 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 9768 members 
Mstep: Class 16 contains 42920 members 
Mstep: Class 17 contains 21548 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18643 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90610 members 
Mstep: Class 22 contains 36352 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 78215 members 
Mstep: Class 25 contains 10524 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 16901 members 
Mstep: Class 28 contains 7914 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64079 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 32 contains 2667 members 
Mstep: Class 33 contains 11024 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2922 members 
Mstep: Class 39 contains 9599 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53599 members 
Mstep: Class 42 contains 11040 members 
Mstep: Class 43 contains 1822 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5064 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24707 members 
Mstep: Class 48 contains 717 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7240 members 
Mstep: Class 51 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069456.000000 Penalty: 171962.734375
Iteration 185Q: 52 clusters Score -1.150695e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 11794 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 8855 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 72290 members 
Mstep: Class 10 contains 7795 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8488 members 
Mstep: Class 13 contains 19950 members 
Mstep: Class 14 contains 10755 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 42896 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18644 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90663 members 
Mstep: Class 22 contains 36368 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 78212 members 
Mstep: Class 25 contains 10515 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 16898 members 
Mstep: Class 28 contains 7902 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64077 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2665 members 
Mstep: Class 33 contains 11021 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4829 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2927 members 
Mstep: Class 39 contains 9608 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53629 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 1831 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24763 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7236 members 
Mstep: Class 51 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069288.000000 Penalty: 171962.734375
Iteration 186Q: 52 clusters Score -1.150693e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 4929 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 11790 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 8844 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 72170 members 
Mstep: Class 10 contains 7792 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8487 members 
Mstep: Class 13 contains 19953 members 
Mstep: Class 14 contains 10775 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 42887 members 
Mstep: Class 17 contains 21557 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18649 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90715 members 
Mstep: Class 22 contains 36387 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 78204 members 
Mstep: Class 25 contains 10508 members 
Mstep: Class 26 contains 4361 members 
Mstep: Class 27 contains 16895 members 
Mstep: Class 28 contains 7891 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64065 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2662 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2931 members 
Mstep: Class 39 contains 9614 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53661 members 
Mstep: Class 42 contains 11039 members 
Mstep: Class 43 contains 1842 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24814 members 
Mstep: Class 48 contains 720 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7237 members 
Mstep: Class 51 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069216.000000 Penalty: 171962.734375
Iteration 187Q: 52 clusters Score -1.150692e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 8839 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 72044 members 
Mstep: Class 10 contains 7789 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8487 members 
Mstep: Class 13 contains 19956 members 
Mstep: Class 14 contains 10799 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 42878 members 
Mstep: Class 17 contains 21555 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18648 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90767 members 
Mstep: Class 22 contains 36400 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 78195 members 
Mstep: Class 25 contains 10504 members 
Mstep: Class 26 contains 4360 members 
Mstep: Class 27 contains 16893 members 
Mstep: Class 28 contains 7878 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64057 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2658 members 
Mstep: Class 33 contains 11014 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 9620 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53691 members 
Mstep: Class 42 contains 11038 members 
Mstep: Class 43 contains 1854 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5072 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24865 members 
Mstep: Class 48 contains 718 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7237 members 
Mstep: Class 51 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069264.000000 Penalty: 171962.734375
Iteration 188Q: 52 clusters Score -1.150693e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7296 members 
Mstep: Class 5 contains 11790 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 71920 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10812 members 
Mstep: Class 15 contains 9771 members 
Mstep: Class 16 contains 42859 members 
Mstep: Class 17 contains 21554 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18654 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90814 members 
Mstep: Class 22 contains 36419 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 78200 members 
Mstep: Class 25 contains 10502 members 
Mstep: Class 26 contains 4361 members 
Mstep: Class 27 contains 16890 members 
Mstep: Class 28 contains 7880 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64053 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2650 members 
Mstep: Class 33 contains 11010 members 
Mstep: Class 34 contains 4503 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4833 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2937 members 
Mstep: Class 39 contains 9623 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53729 members 
Mstep: Class 42 contains 11037 members 
Mstep: Class 43 contains 1867 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24903 members 
Mstep: Class 48 contains 721 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7233 members 
Mstep: Class 51 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069176.000000 Penalty: 171962.734375
Iteration 189Q: 52 clusters Score -1.150692e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 8815 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 71799 members 
Mstep: Class 10 contains 7783 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 21555 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18654 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90868 members 
Mstep: Class 22 contains 36436 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 78199 members 
Mstep: Class 25 contains 10498 members 
Mstep: Class 26 contains 4362 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64044 members 
Mstep: Class 31 contains 14458 members 
Mstep: Class 32 contains 2644 members 
Mstep: Class 33 contains 11013 members 
Mstep: Class 34 contains 4502 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4833 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2937 members 
Mstep: Class 39 contains 9624 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53762 members 
Mstep: Class 42 contains 11035 members 
Mstep: Class 43 contains 1873 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5072 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24940 members 
Mstep: Class 48 contains 726 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7229 members 
Mstep: Class 51 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069296.000000 Penalty: 171962.734375
Iteration 190Q: 52 clusters Score -1.150693e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 37266 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 71678 members 
Mstep: Class 10 contains 7778 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 10840 members 
Mstep: Class 15 contains 9774 members 
Mstep: Class 16 contains 42833 members 
Mstep: Class 17 contains 21555 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18654 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90918 members 
Mstep: Class 22 contains 36459 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 78205 members 
Mstep: Class 25 contains 10490 members 
Mstep: Class 26 contains 4364 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 7892 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64035 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2641 members 
Mstep: Class 33 contains 11018 members 
Mstep: Class 34 contains 4501 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2938 members 
Mstep: Class 39 contains 9624 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53786 members 
Mstep: Class 42 contains 11034 members 
Mstep: Class 43 contains 1879 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 24979 members 
Mstep: Class 48 contains 730 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7226 members 
Mstep: Class 51 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069304.000000 Penalty: 171962.734375
Iteration 191Q: 52 clusters Score -1.150693e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 4919 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 11791 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 71580 members 
Mstep: Class 10 contains 7776 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 42832 members 
Mstep: Class 17 contains 21552 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18657 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 90961 members 
Mstep: Class 22 contains 36477 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 78199 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 7893 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64022 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2639 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4502 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2939 members 
Mstep: Class 39 contains 9624 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53810 members 
Mstep: Class 42 contains 11034 members 
Mstep: Class 43 contains 1885 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 25016 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069344.000000 Penalty: 171962.734375
Iteration 192Q: 52 clusters Score -1.150693e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8771 members 
Mstep: Class 8 contains 3865 members 
Mstep: Class 9 contains 71501 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 10867 members 
Mstep: Class 15 contains 9780 members 
Mstep: Class 16 contains 42823 members 
Mstep: Class 17 contains 21551 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18665 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91011 members 
Mstep: Class 22 contains 36501 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 78194 members 
Mstep: Class 25 contains 10479 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 7893 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64015 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2642 members 
Mstep: Class 33 contains 11019 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2940 members 
Mstep: Class 39 contains 9624 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53815 members 
Mstep: Class 42 contains 11034 members 
Mstep: Class 43 contains 1891 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 25039 members 
Mstep: Class 48 contains 732 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069272.000000 Penalty: 171962.734375
Iteration 193Q: 52 clusters Score -1.150693e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 4915 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7307 members 
Mstep: Class 5 contains 11786 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 8759 members 
Mstep: Class 8 contains 3866 members 
Mstep: Class 9 contains 71408 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 19969 members 
Mstep: Class 14 contains 10882 members 
Mstep: Class 15 contains 9783 members 
Mstep: Class 16 contains 42810 members 
Mstep: Class 17 contains 21554 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91059 members 
Mstep: Class 22 contains 36516 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 78199 members 
Mstep: Class 25 contains 10475 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16889 members 
Mstep: Class 28 contains 7897 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64011 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2640 members 
Mstep: Class 33 contains 11021 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2939 members 
Mstep: Class 39 contains 9625 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53824 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 1895 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 25064 members 
Mstep: Class 48 contains 733 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069416.000000 Penalty: 171962.734375
Iteration 194Q: 52 clusters Score -1.150694e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7303 members 
Mstep: Class 5 contains 11780 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8746 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 71314 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 42800 members 
Mstep: Class 17 contains 21557 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18679 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91095 members 
Mstep: Class 22 contains 36540 members 
Mstep: Class 23 contains 5041 members 
Mstep: Class 24 contains 78209 members 
Mstep: Class 25 contains 10471 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16889 members 
Mstep: Class 28 contains 7896 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 64006 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2638 members 
Mstep: Class 33 contains 11024 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2941 members 
Mstep: Class 39 contains 9626 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53837 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 1901 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 25092 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069576.000000 Penalty: 171962.734375
Iteration 195Q: 52 clusters Score -1.150696e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 7301 members 
Mstep: Class 5 contains 11776 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 8739 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 71210 members 
Mstep: Class 10 contains 7774 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8484 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 10901 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 21561 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18683 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91140 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 78214 members 
Mstep: Class 25 contains 10469 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16890 members 
Mstep: Class 28 contains 7894 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63998 members 
Mstep: Class 31 contains 14461 members 
Mstep: Class 32 contains 2637 members 
Mstep: Class 33 contains 11025 members 
Mstep: Class 34 contains 4504 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2943 members 
Mstep: Class 39 contains 9627 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53853 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 1906 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 697 members 
Mstep: Class 47 contains 25117 members 
Mstep: Class 48 contains 734 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069672.000000 Penalty: 171962.734375
Iteration 196Q: 52 clusters Score -1.150697e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 4909 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7299 members 
Mstep: Class 5 contains 11774 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 3862 members 
Mstep: Class 9 contains 71108 members 
Mstep: Class 10 contains 7772 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19966 members 
Mstep: Class 14 contains 10912 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 42781 members 
Mstep: Class 17 contains 21561 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18688 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91194 members 
Mstep: Class 22 contains 36589 members 
Mstep: Class 23 contains 5040 members 
Mstep: Class 24 contains 78219 members 
Mstep: Class 25 contains 10467 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 7896 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63994 members 
Mstep: Class 31 contains 14459 members 
Mstep: Class 32 contains 2634 members 
Mstep: Class 33 contains 11027 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 9628 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53870 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 1914 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25148 members 
Mstep: Class 48 contains 735 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069648.000000 Penalty: 171962.734375
Iteration 197Q: 52 clusters Score -1.150696e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 11774 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 70995 members 
Mstep: Class 10 contains 7771 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19966 members 
Mstep: Class 14 contains 10921 members 
Mstep: Class 15 contains 9785 members 
Mstep: Class 16 contains 42775 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18690 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91253 members 
Mstep: Class 22 contains 36607 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 78222 members 
Mstep: Class 25 contains 10465 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 7902 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63988 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2633 members 
Mstep: Class 33 contains 11033 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2945 members 
Mstep: Class 39 contains 9628 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53882 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 1922 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25182 members 
Mstep: Class 48 contains 736 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069752.000000 Penalty: 171962.734375
Iteration 198Q: 52 clusters Score -1.150698e+08 nChanged 234
Entering ConstructFrom: 
Score: -115069752.000000 Penalty: 171962.734375
Entering ConstructFrom: 
Trying to split cluster 1 (27859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Entering Unmasked Estep 
Score: -4157617.750000 Penalty: 2538.257812
	Iteration 0F: 2 clusters Score -4157618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4138401.500000 Penalty: 5076.515625
	Iteration 0F: 3 clusters Score -4138402 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4145283.500000 Penalty: 5076.515625
	Iteration 1F: 3 clusters Score -4145284 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4145757.000000 Penalty: 5076.515625
	Iteration 2Q: 3 clusters Score -4145757 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4146145.000000 Penalty: 5076.515625
	Iteration 3Q: 3 clusters Score -4146145 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -4146525.500000 Penalty: 5076.515625
	Iteration 4Q: 3 clusters Score -4146526 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -4146893.500000 Penalty: 5076.515625
	Iteration 5Q: 3 clusters Score -4146894 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4147270.250000 Penalty: 5076.515625
	Iteration 6Q: 3 clusters Score -4147270 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -4147780.500000 Penalty: 5076.515625
	Iteration 7Q: 3 clusters Score -4147780 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -4148475.000000 Penalty: 5076.515625
	Iteration 8Q: 3 clusters Score -4148475 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4149467.250000 Penalty: 5076.515625
	Iteration 9F: 3 clusters Score -4149467 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -4150730.000000 Penalty: 5076.515625
	Iteration 10F: 3 clusters Score -4150730 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4152093.000000 Penalty: 5076.515625
	Iteration 11F: 3 clusters Score -4152093 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4153207.250000 Penalty: 5076.515625
	Iteration 12Q: 3 clusters Score -4153207 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4154066.500000 Penalty: 5076.515625
	Iteration 13Q: 3 clusters Score -4154066 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4154576.500000 Penalty: 5076.515625
	Iteration 14Q: 3 clusters Score -4154576 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4154921.750000 Penalty: 5076.515625
	Iteration 15Q: 3 clusters Score -4154922 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4155145.500000 Penalty: 5076.515625
	Iteration 16Q: 3 clusters Score -4155146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4155291.500000 Penalty: 5076.515625
	Iteration 17Q: 3 clusters Score -4155292 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4155393.500000 Penalty: 5076.515625
	Iteration 18Q: 3 clusters Score -4155394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4155484.000000 Penalty: 5076.515625
	Iteration 19Q: 3 clusters Score -4155484 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4155541.250000 Penalty: 5076.515625
	Iteration 20F: 3 clusters Score -4155541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4155574.500000 Penalty: 5076.515625
	Iteration 21Q: 3 clusters Score -4155574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4155599.000000 Penalty: 5076.515625
	Iteration 22Q: 3 clusters Score -4155599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4155613.000000 Penalty: 5076.515625
	Iteration 23Q: 3 clusters Score -4155613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4155623.500000 Penalty: 5076.515625
	Iteration 24Q: 3 clusters Score -4155624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4155642.750000 Penalty: 5076.515625
	Iteration 25Q: 3 clusters Score -4155643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4155651.000000 Penalty: 5076.515625
	Iteration 26Q: 3 clusters Score -4155651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4155652.500000 Penalty: 5076.515625
	Iteration 27Q: 3 clusters Score -4155652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4155657.750000 Penalty: 5076.515625
	Iteration 28Q: 3 clusters Score -4155658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4155655.750000 Penalty: 5076.515625
	Iteration 29Q: 3 clusters Score -4155656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4155668.500000 Penalty: 5076.515625
	Iteration 30Q: 3 clusters Score -4155668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4155669.000000 Penalty: 5076.515625
	Iteration 31Q: 3 clusters Score -4155669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4155672.250000 Penalty: 5076.515625
	Iteration 32Q: 3 clusters Score -4155672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4155678.750000 Penalty: 5076.515625
	Iteration 33Q: 3 clusters Score -4155679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4155682.750000 Penalty: 5076.515625
	Iteration 34Q: 3 clusters Score -4155683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4155680.500000 Penalty: 5076.515625
	Iteration 35Q: 3 clusters Score -4155680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4155678.000000 Penalty: 5076.515625
	Iteration 36Q: 3 clusters Score -4155678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4155678.000000 Penalty: 5076.515625
	Iteration 37F: 3 clusters Score -4155678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -667616.125000 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -667616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -663182.187500 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -663182.2 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -664388.187500 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -664388.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -664772.312500 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -664772.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -665133.937500 Penalty: 4214.709473
	Iteration 3F: 3 clusters Score -665133.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -665499.750000 Penalty: 4214.709473
	Iteration 4F: 3 clusters Score -665499.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -665855.937500 Penalty: 4214.709473
	Iteration 5F: 3 clusters Score -665855.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -666224.625000 Penalty: 4214.709473
	Iteration 6F: 3 clusters Score -666224.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -666533.250000 Penalty: 4214.709473
	Iteration 7F: 3 clusters Score -666533.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -666834.312500 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -666834.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -667040.375000 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -667040.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -667150.500000 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -667150.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -667215.562500 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -667215.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -667259.312500 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -667259.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -667294.000000 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -667294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -667322.187500 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -667322.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -667348.875000 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -667348.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -667391.062500 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -667391.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -667430.125000 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -667430.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -667456.500000 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -667456.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -667483.375000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -667483.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -667501.562500 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -667501.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -667511.937500 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -667511.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -667519.500000 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -667519.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -667524.750000 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -667524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -667528.687500 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -667528.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -667535.750000 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -667535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -667537.937500 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -667537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -667540.562500 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -667540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -667543.937500 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -667543.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -667543.625000 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -667543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -667545.187500 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -667545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -667545.437500 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -667545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -667545.437500 Penalty: 4214.709473
	Iteration 32F: 3 clusters Score -667545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -96598.539062 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -96598.54 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 424 members 
Entering Unmasked Estep 
Score: -95083.335938 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -95083.34 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -96037.625000 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -96037.62 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -96482.984375 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -96482.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -96885.546875 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -96885.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -97421.976562 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -97421.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97550.695312 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -97550.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97594.609375 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -97594.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97619.828125 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -97619.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97652.664062 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -97652.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97664.820312 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -97664.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97670.679688 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -97670.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97675.890625 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -97675.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97683.796875 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -97683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -97683.796875 Penalty: 3365.651611
	Iteration 13F: 3 clusters Score -97683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 164 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 70898 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10931 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91299 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78224 members 
Mstep: Class 25 contains 10461 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63984 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 11040 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 9629 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53891 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1930 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25214 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 721 members 
Entering Unmasked Estep 
Score: -115069240.000000 Penalty: 175334.546875
Splitting cluster 3 changes total score from -115069752.000000 to -115069240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -1025073.812500 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -1025074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1019121.937500 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -1019122 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1020870.875000 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -1020871 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1021229.500000 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -1021230 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1021495.500000 Penalty: 4412.028320
	Iteration 3F: 3 clusters Score -1021496 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1021727.750000 Penalty: 4412.028320
	Iteration 4Q: 3 clusters Score -1021728 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1021996.937500 Penalty: 4412.028320
	Iteration 5Q: 3 clusters Score -1021997 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1022276.437500 Penalty: 4412.028320
	Iteration 6Q: 3 clusters Score -1022276 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1022520.937500 Penalty: 4412.028320
	Iteration 7Q: 3 clusters Score -1022521 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1022758.250000 Penalty: 4412.028320
	Iteration 8Q: 3 clusters Score -1022758 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1022934.062500 Penalty: 4412.028320
	Iteration 9Q: 3 clusters Score -1022934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1023081.937500 Penalty: 4412.028320
	Iteration 10Q: 3 clusters Score -1023082 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1023227.500000 Penalty: 4412.028320
	Iteration 11Q: 3 clusters Score -1023228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1023361.500000 Penalty: 4412.028320
	Iteration 12Q: 3 clusters Score -1023362 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1023497.812500 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -1023498 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1023634.437500 Penalty: 4412.028320
	Iteration 14Q: 3 clusters Score -1023634 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1023740.187500 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -1023740 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1023846.187500 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -1023846 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1023930.000000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -1023930 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1024004.687500 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -1024005 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1024077.250000 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -1024077 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1024146.375000 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -1024146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1024229.062500 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -1024229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1024314.687500 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -1024315 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1024388.375000 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -1024388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1024433.812500 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -1024434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1024458.125000 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -1024458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1024474.812500 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -1024475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1024482.062500 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -1024482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1024488.250000 Penalty: 4412.028320
	Iteration 28Q: 3 clusters Score -1024488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1024491.375000 Penalty: 4412.028320
	Iteration 29Q: 3 clusters Score -1024491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1024494.687500 Penalty: 4412.028320
	Iteration 30Q: 3 clusters Score -1024495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1024495.000000 Penalty: 4412.028320
	Iteration 31Q: 3 clusters Score -1024495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1024496.000000 Penalty: 4412.028320
	Iteration 32Q: 3 clusters Score -1024496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1024496.062500 Penalty: 4412.028320
	Iteration 33Q: 3 clusters Score -1024496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1024497.937500 Penalty: 4412.028320
	Iteration 34Q: 3 clusters Score -1024498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1024501.187500 Penalty: 4412.028320
	Iteration 35Q: 3 clusters Score -1024501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1024501.062500 Penalty: 4412.028320
	Iteration 36Q: 3 clusters Score -1024501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1024503.750000 Penalty: 4412.028320
	Iteration 37Q: 3 clusters Score -1024504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1024500.625000 Penalty: 4412.028320
	Iteration 38Q: 3 clusters Score -1024501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1024504.125000 Penalty: 4412.028320
	Iteration 39Q: 3 clusters Score -1024504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1024505.937500 Penalty: 4412.028320
	Iteration 40F: 3 clusters Score -1024506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1024507.937500 Penalty: 4412.028320
	Iteration 41Q: 3 clusters Score -1024508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1024508.437500 Penalty: 4412.028320
	Iteration 42Q: 3 clusters Score -1024508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1024507.812500 Penalty: 4412.028320
	Iteration 43Q: 3 clusters Score -1024508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1024510.500000 Penalty: 4412.028320
	Iteration 44Q: 3 clusters Score -1024510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1024509.750000 Penalty: 4412.028320
	Iteration 45Q: 3 clusters Score -1024510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1024510.687500 Penalty: 4412.028320
	Iteration 46Q: 3 clusters Score -1024511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1024509.687500 Penalty: 4412.028320
	Iteration 47Q: 3 clusters Score -1024510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1024511.500000 Penalty: 4412.028320
	Iteration 48Q: 3 clusters Score -1024512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1024511.500000 Penalty: 4412.028320
	Iteration 49F: 3 clusters Score -1024512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Entering Unmasked Estep 
Score: -1744002.125000 Penalty: 2324.622803
	Iteration 0F: 2 clusters Score -1744002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1735260.375000 Penalty: 4649.245605
	Iteration 0F: 3 clusters Score -1735260 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1737928.750000 Penalty: 4649.245605
	Iteration 1F: 3 clusters Score -1737929 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1738400.625000 Penalty: 4649.245605
	Iteration 2F: 3 clusters Score -1738401 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1738856.500000 Penalty: 4649.245605
	Iteration 3F: 3 clusters Score -1738856 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1739297.125000 Penalty: 4649.245605
	Iteration 4F: 3 clusters Score -1739297 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1739673.500000 Penalty: 4649.245605
	Iteration 5F: 3 clusters Score -1739674 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1739990.875000 Penalty: 4649.245605
	Iteration 6Q: 3 clusters Score -1739991 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1740258.625000 Penalty: 4649.245605
	Iteration 7Q: 3 clusters Score -1740259 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1740468.250000 Penalty: 4649.245605
	Iteration 8Q: 3 clusters Score -1740468 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1740648.625000 Penalty: 4649.245605
	Iteration 9Q: 3 clusters Score -1740649 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1740794.375000 Penalty: 4649.245605
	Iteration 10Q: 3 clusters Score -1740794 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1740925.875000 Penalty: 4649.245605
	Iteration 11Q: 3 clusters Score -1740926 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1741034.125000 Penalty: 4649.245605
	Iteration 12Q: 3 clusters Score -1741034 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1741121.125000 Penalty: 4649.245605
	Iteration 13Q: 3 clusters Score -1741121 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1741207.500000 Penalty: 4649.245605
	Iteration 14Q: 3 clusters Score -1741208 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1741287.375000 Penalty: 4649.245605
	Iteration 15Q: 3 clusters Score -1741287 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1741356.625000 Penalty: 4649.245605
	Iteration 16Q: 3 clusters Score -1741357 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1741413.500000 Penalty: 4649.245605
	Iteration 17Q: 3 clusters Score -1741414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1741462.125000 Penalty: 4649.245605
	Iteration 18Q: 3 clusters Score -1741462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1741499.125000 Penalty: 4649.245605
	Iteration 19Q: 3 clusters Score -1741499 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1741531.875000 Penalty: 4649.245605
	Iteration 20F: 3 clusters Score -1741532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1741556.500000 Penalty: 4649.245605
	Iteration 21Q: 3 clusters Score -1741556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1741588.000000 Penalty: 4649.245605
	Iteration 22Q: 3 clusters Score -1741588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1741621.250000 Penalty: 4649.245605
	Iteration 23Q: 3 clusters Score -1741621 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1741656.625000 Penalty: 4649.245605
	Iteration 24Q: 3 clusters Score -1741657 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1741698.625000 Penalty: 4649.245605
	Iteration 25Q: 3 clusters Score -1741699 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1741724.875000 Penalty: 4649.245605
	Iteration 26Q: 3 clusters Score -1741725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1741759.125000 Penalty: 4649.245605
	Iteration 27Q: 3 clusters Score -1741759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1741787.375000 Penalty: 4649.245605
	Iteration 28Q: 3 clusters Score -1741787 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1741814.375000 Penalty: 4649.245605
	Iteration 29Q: 3 clusters Score -1741814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1741838.750000 Penalty: 4649.245605
	Iteration 30Q: 3 clusters Score -1741839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1741863.375000 Penalty: 4649.245605
	Iteration 31Q: 3 clusters Score -1741863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1741889.250000 Penalty: 4649.245605
	Iteration 32Q: 3 clusters Score -1741889 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1741911.250000 Penalty: 4649.245605
	Iteration 33Q: 3 clusters Score -1741911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1741929.875000 Penalty: 4649.245605
	Iteration 34Q: 3 clusters Score -1741930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1741948.750000 Penalty: 4649.245605
	Iteration 35Q: 3 clusters Score -1741949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1741958.875000 Penalty: 4649.245605
	Iteration 36Q: 3 clusters Score -1741959 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1741970.000000 Penalty: 4649.245605
	Iteration 37Q: 3 clusters Score -1741970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1741982.125000 Penalty: 4649.245605
	Iteration 38Q: 3 clusters Score -1741982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1741983.750000 Penalty: 4649.245605
	Iteration 39Q: 3 clusters Score -1741984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1741993.375000 Penalty: 4649.245605
	Iteration 40F: 3 clusters Score -1741993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1742002.750000 Penalty: 4649.245605
	Iteration 41Q: 3 clusters Score -1742003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1742016.875000 Penalty: 4649.245605
	Iteration 42Q: 3 clusters Score -1742017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1742018.375000 Penalty: 4649.245605
	Iteration 43Q: 3 clusters Score -1742018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1742028.250000 Penalty: 4649.245605
	Iteration 44Q: 3 clusters Score -1742028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1742036.250000 Penalty: 4649.245605
	Iteration 45Q: 3 clusters Score -1742036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1742033.375000 Penalty: 4649.245605
	Iteration 46Q: 3 clusters Score -1742033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1742041.875000 Penalty: 4649.245605
	Iteration 47Q: 3 clusters Score -1742042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1742046.625000 Penalty: 4649.245605
	Iteration 48Q: 3 clusters Score -1742047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1742051.500000 Penalty: 4649.245605
	Iteration 49Q: 3 clusters Score -1742052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1742065.875000 Penalty: 4649.245605
	Iteration 50Q: 3 clusters Score -1742066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1742075.500000 Penalty: 4649.245605
	Iteration 51Q: 3 clusters Score -1742076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1742090.750000 Penalty: 4649.245605
	Iteration 52Q: 3 clusters Score -1742091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1742102.125000 Penalty: 4649.245605
	Iteration 53Q: 3 clusters Score -1742102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1742111.000000 Penalty: 4649.245605
	Iteration 54Q: 3 clusters Score -1742111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1742117.625000 Penalty: 4649.245605
	Iteration 55Q: 3 clusters Score -1742118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1742129.375000 Penalty: 4649.245605
	Iteration 56Q: 3 clusters Score -1742129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1742145.750000 Penalty: 4649.245605
	Iteration 57Q: 3 clusters Score -1742146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1742153.000000 Penalty: 4649.245605
	Iteration 58Q: 3 clusters Score -1742153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1742166.375000 Penalty: 4649.245605
	Iteration 59Q: 3 clusters Score -1742166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1742169.500000 Penalty: 4649.245605
	Iteration 60F: 3 clusters Score -1742170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1742181.125000 Penalty: 4649.245605
	Iteration 61Q: 3 clusters Score -1742181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1742184.000000 Penalty: 4649.245605
	Iteration 62Q: 3 clusters Score -1742184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1742195.125000 Penalty: 4649.245605
	Iteration 63Q: 3 clusters Score -1742195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1742199.375000 Penalty: 4649.245605
	Iteration 64Q: 3 clusters Score -1742199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1742203.500000 Penalty: 4649.245605
	Iteration 65Q: 3 clusters Score -1742204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1742215.625000 Penalty: 4649.245605
	Iteration 66Q: 3 clusters Score -1742216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1742216.000000 Penalty: 4649.245605
	Iteration 67Q: 3 clusters Score -1742216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1742222.500000 Penalty: 4649.245605
	Iteration 68Q: 3 clusters Score -1742222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1742224.375000 Penalty: 4649.245605
	Iteration 69Q: 3 clusters Score -1742224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1742222.250000 Penalty: 4649.245605
	Iteration 70Q: 3 clusters Score -1742222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1742225.875000 Penalty: 4649.245605
	Iteration 71Q: 3 clusters Score -1742226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1742224.000000 Penalty: 4649.245605
	Iteration 72Q: 3 clusters Score -1742224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1742227.000000 Penalty: 4649.245605
	Iteration 73Q: 3 clusters Score -1742227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1742226.125000 Penalty: 4649.245605
	Iteration 74Q: 3 clusters Score -1742226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1742226.750000 Penalty: 4649.245605
	Iteration 75Q: 3 clusters Score -1742227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1742231.875000 Penalty: 4649.245605
	Iteration 76Q: 3 clusters Score -1742232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1742231.000000 Penalty: 4649.245605
	Iteration 77Q: 3 clusters Score -1742231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1742238.750000 Penalty: 4649.245605
	Iteration 78Q: 3 clusters Score -1742239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1742242.250000 Penalty: 4649.245605
	Iteration 79Q: 3 clusters Score -1742242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1742242.750000 Penalty: 4649.245605
	Iteration 80F: 3 clusters Score -1742243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1742242.000000 Penalty: 4649.245605
	Iteration 81Q: 3 clusters Score -1742242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1742241.125000 Penalty: 4649.245605
	Iteration 82Q: 3 clusters Score -1742241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1742243.125000 Penalty: 4649.245605
	Iteration 83Q: 3 clusters Score -1742243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1742239.250000 Penalty: 4649.245605
	Iteration 84Q: 3 clusters Score -1742239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1742245.250000 Penalty: 4649.245605
	Iteration 85Q: 3 clusters Score -1742245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1742245.625000 Penalty: 4649.245605
	Iteration 86Q: 3 clusters Score -1742246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1742247.500000 Penalty: 4649.245605
	Iteration 87Q: 3 clusters Score -1742248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1742246.375000 Penalty: 4649.245605
	Iteration 88Q: 3 clusters Score -1742246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1742250.500000 Penalty: 4649.245605
	Iteration 89Q: 3 clusters Score -1742250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1742249.125000 Penalty: 4649.245605
	Iteration 90Q: 3 clusters Score -1742249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1742250.250000 Penalty: 4649.245605
	Iteration 91Q: 3 clusters Score -1742250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1742249.625000 Penalty: 4649.245605
	Iteration 92Q: 3 clusters Score -1742250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1742259.375000 Penalty: 4649.245605
	Iteration 93Q: 3 clusters Score -1742259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1742253.250000 Penalty: 4649.245605
	Iteration 94Q: 3 clusters Score -1742253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1742256.250000 Penalty: 4649.245605
	Iteration 95Q: 3 clusters Score -1742256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1742254.625000 Penalty: 4649.245605
	Iteration 96Q: 3 clusters Score -1742255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1742258.500000 Penalty: 4649.245605
	Iteration 97Q: 3 clusters Score -1742258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1742261.000000 Penalty: 4649.245605
	Iteration 98Q: 3 clusters Score -1742261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1742264.750000 Penalty: 4649.245605
	Iteration 99Q: 3 clusters Score -1742265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1742261.125000 Penalty: 4649.245605
	Iteration 100F: 3 clusters Score -1742261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1742261.875000 Penalty: 4649.245605
	Iteration 101Q: 3 clusters Score -1742262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1742261.875000 Penalty: 4649.245605
	Iteration 102F: 3 clusters Score -1742262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Entering Unmasked Estep 
Score: -5583342.000000 Penalty: 2610.380859
	Iteration 0F: 2 clusters Score -5583342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -5558042.000000 Penalty: 5220.761719
	Iteration 0F: 3 clusters Score -5558042 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5567267.500000 Penalty: 5220.761719
	Iteration 1F: 3 clusters Score -5567268 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5567922.000000 Penalty: 5220.761719
	Iteration 2Q: 3 clusters Score -5567922 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -5568705.000000 Penalty: 5220.761719
	Iteration 3F: 3 clusters Score -5568705 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -5569626.500000 Penalty: 5220.761719
	Iteration 4F: 3 clusters Score -5569626 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5570610.000000 Penalty: 5220.761719
	Iteration 5F: 3 clusters Score -5570610 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5571639.000000 Penalty: 5220.761719
	Iteration 6F: 3 clusters Score -5571639 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5572628.500000 Penalty: 5220.761719
	Iteration 7F: 3 clusters Score -5572628 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -5573502.500000 Penalty: 5220.761719
	Iteration 8F: 3 clusters Score -5573502 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -5574200.500000 Penalty: 5220.761719
	Iteration 9Q: 3 clusters Score -5574200 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -5574723.500000 Penalty: 5220.761719
	Iteration 10Q: 3 clusters Score -5574724 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5575240.000000 Penalty: 5220.761719
	Iteration 11Q: 3 clusters Score -5575240 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -5575710.500000 Penalty: 5220.761719
	Iteration 12Q: 3 clusters Score -5575710 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -5576082.000000 Penalty: 5220.761719
	Iteration 13Q: 3 clusters Score -5576082 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -5576516.500000 Penalty: 5220.761719
	Iteration 14Q: 3 clusters Score -5576516 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -5576976.000000 Penalty: 5220.761719
	Iteration 15Q: 3 clusters Score -5576976 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -5577484.500000 Penalty: 5220.761719
	Iteration 16Q: 3 clusters Score -5577484 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -5578016.000000 Penalty: 5220.761719
	Iteration 17Q: 3 clusters Score -5578016 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5578563.500000 Penalty: 5220.761719
	Iteration 18Q: 3 clusters Score -5578564 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5579116.500000 Penalty: 5220.761719
	Iteration 19Q: 3 clusters Score -5579116 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5579586.000000 Penalty: 5220.761719
	Iteration 20F: 3 clusters Score -5579586 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5580007.500000 Penalty: 5220.761719
	Iteration 21Q: 3 clusters Score -5580008 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5580384.000000 Penalty: 5220.761719
	Iteration 22Q: 3 clusters Score -5580384 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5580587.000000 Penalty: 5220.761719
	Iteration 23Q: 3 clusters Score -5580587 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5580783.500000 Penalty: 5220.761719
	Iteration 24Q: 3 clusters Score -5580784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5580876.000000 Penalty: 5220.761719
	Iteration 25Q: 3 clusters Score -5580876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5580952.500000 Penalty: 5220.761719
	Iteration 26Q: 3 clusters Score -5580952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5580988.000000 Penalty: 5220.761719
	Iteration 27Q: 3 clusters Score -5580988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5581025.000000 Penalty: 5220.761719
	Iteration 28Q: 3 clusters Score -5581025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5581048.500000 Penalty: 5220.761719
	Iteration 29Q: 3 clusters Score -5581048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5581060.500000 Penalty: 5220.761719
	Iteration 30Q: 3 clusters Score -5581060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5581069.500000 Penalty: 5220.761719
	Iteration 31Q: 3 clusters Score -5581070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5581076.500000 Penalty: 5220.761719
	Iteration 32Q: 3 clusters Score -5581076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5581090.500000 Penalty: 5220.761719
	Iteration 33Q: 3 clusters Score -5581090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5581090.000000 Penalty: 5220.761719
	Iteration 34Q: 3 clusters Score -5581090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5581092.000000 Penalty: 5220.761719
	Iteration 35Q: 3 clusters Score -5581092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5581100.000000 Penalty: 5220.761719
	Iteration 36Q: 3 clusters Score -5581100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5581109.000000 Penalty: 5220.761719
	Iteration 37Q: 3 clusters Score -5581109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5581120.000000 Penalty: 5220.761719
	Iteration 38Q: 3 clusters Score -5581120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5581133.500000 Penalty: 5220.761719
	Iteration 39Q: 3 clusters Score -5581134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5581142.000000 Penalty: 5220.761719
	Iteration 40F: 3 clusters Score -5581142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5581144.000000 Penalty: 5220.761719
	Iteration 41Q: 3 clusters Score -5581144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5581152.500000 Penalty: 5220.761719
	Iteration 42Q: 3 clusters Score -5581152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5581156.500000 Penalty: 5220.761719
	Iteration 43Q: 3 clusters Score -5581156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5581161.500000 Penalty: 5220.761719
	Iteration 44Q: 3 clusters Score -5581162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5581158.000000 Penalty: 5220.761719
	Iteration 45Q: 3 clusters Score -5581158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5581161.000000 Penalty: 5220.761719
	Iteration 46Q: 3 clusters Score -5581161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5581168.500000 Penalty: 5220.761719
	Iteration 47Q: 3 clusters Score -5581168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5581159.000000 Penalty: 5220.761719
	Iteration 48Q: 3 clusters Score -5581159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5581163.500000 Penalty: 5220.761719
	Iteration 49Q: 3 clusters Score -5581164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5581165.000000 Penalty: 5220.761719
	Iteration 50Q: 3 clusters Score -5581165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5581172.500000 Penalty: 5220.761719
	Iteration 51Q: 3 clusters Score -5581172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5581168.000000 Penalty: 5220.761719
	Iteration 52Q: 3 clusters Score -5581168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5581175.500000 Penalty: 5220.761719
	Iteration 53Q: 3 clusters Score -5581176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5581173.500000 Penalty: 5220.761719
	Iteration 54Q: 3 clusters Score -5581174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5581180.500000 Penalty: 5220.761719
	Iteration 55Q: 3 clusters Score -5581180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5581184.000000 Penalty: 5220.761719
	Iteration 56Q: 3 clusters Score -5581184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5581186.000000 Penalty: 5220.761719
	Iteration 57Q: 3 clusters Score -5581186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5581186.000000 Penalty: 5220.761719
	Iteration 58F: 3 clusters Score -5581186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Entering Unmasked Estep 
Score: -1223447.750000 Penalty: 2249.598877
	Iteration 0F: 2 clusters Score -1223448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1216566.000000 Penalty: 4499.197754
	Iteration 0F: 3 clusters Score -1216566 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1218648.500000 Penalty: 4499.197754
	Iteration 1F: 3 clusters Score -1218648 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1219028.125000 Penalty: 4499.197754
	Iteration 2F: 3 clusters Score -1219028 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1219279.500000 Penalty: 4499.197754
	Iteration 3F: 3 clusters Score -1219280 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1219470.500000 Penalty: 4499.197754
	Iteration 4Q: 3 clusters Score -1219470 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1219664.875000 Penalty: 4499.197754
	Iteration 5Q: 3 clusters Score -1219665 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1219850.000000 Penalty: 4499.197754
	Iteration 6Q: 3 clusters Score -1219850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1220014.500000 Penalty: 4499.197754
	Iteration 7Q: 3 clusters Score -1220014 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1220170.000000 Penalty: 4499.197754
	Iteration 8Q: 3 clusters Score -1220170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1220317.375000 Penalty: 4499.197754
	Iteration 9Q: 3 clusters Score -1220317 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1220440.750000 Penalty: 4499.197754
	Iteration 10Q: 3 clusters Score -1220441 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1220569.500000 Penalty: 4499.197754
	Iteration 11Q: 3 clusters Score -1220570 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1220676.000000 Penalty: 4499.197754
	Iteration 12Q: 3 clusters Score -1220676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1220765.000000 Penalty: 4499.197754
	Iteration 13Q: 3 clusters Score -1220765 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1220849.625000 Penalty: 4499.197754
	Iteration 14Q: 3 clusters Score -1220850 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1220929.875000 Penalty: 4499.197754
	Iteration 15Q: 3 clusters Score -1220930 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1221003.000000 Penalty: 4499.197754
	Iteration 16Q: 3 clusters Score -1221003 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1221062.875000 Penalty: 4499.197754
	Iteration 17Q: 3 clusters Score -1221063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1221111.375000 Penalty: 4499.197754
	Iteration 18Q: 3 clusters Score -1221111 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1221138.500000 Penalty: 4499.197754
	Iteration 19Q: 3 clusters Score -1221138 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1221162.375000 Penalty: 4499.197754
	Iteration 20F: 3 clusters Score -1221162 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1221180.000000 Penalty: 4499.197754
	Iteration 21Q: 3 clusters Score -1221180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1221191.000000 Penalty: 4499.197754
	Iteration 22Q: 3 clusters Score -1221191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1221203.000000 Penalty: 4499.197754
	Iteration 23Q: 3 clusters Score -1221203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1221206.000000 Penalty: 4499.197754
	Iteration 24Q: 3 clusters Score -1221206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1221207.875000 Penalty: 4499.197754
	Iteration 25Q: 3 clusters Score -1221208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1221211.250000 Penalty: 4499.197754
	Iteration 26Q: 3 clusters Score -1221211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1221218.125000 Penalty: 4499.197754
	Iteration 27Q: 3 clusters Score -1221218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1221220.875000 Penalty: 4499.197754
	Iteration 28Q: 3 clusters Score -1221221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1221220.000000 Penalty: 4499.197754
	Iteration 29Q: 3 clusters Score -1221220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1221227.125000 Penalty: 4499.197754
	Iteration 30Q: 3 clusters Score -1221227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1221227.125000 Penalty: 4499.197754
	Iteration 31Q: 3 clusters Score -1221227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1221235.000000 Penalty: 4499.197754
	Iteration 32Q: 3 clusters Score -1221235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1221234.000000 Penalty: 4499.197754
	Iteration 33Q: 3 clusters Score -1221234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1221237.625000 Penalty: 4499.197754
	Iteration 34Q: 3 clusters Score -1221238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1221238.250000 Penalty: 4499.197754
	Iteration 35Q: 3 clusters Score -1221238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1221239.000000 Penalty: 4499.197754
	Iteration 36Q: 3 clusters Score -1221239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1221238.375000 Penalty: 4499.197754
	Iteration 37Q: 3 clusters Score -1221238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1221239.125000 Penalty: 4499.197754
	Iteration 38Q: 3 clusters Score -1221239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1221240.375000 Penalty: 4499.197754
	Iteration 39Q: 3 clusters Score -1221240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1221239.875000 Penalty: 4499.197754
	Iteration 40F: 3 clusters Score -1221240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1221242.125000 Penalty: 4499.197754
	Iteration 41Q: 3 clusters Score -1221242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1221242.125000 Penalty: 4499.197754
	Iteration 42F: 3 clusters Score -1221242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Entering Unmasked Estep 
Score: -523544.968750 Penalty: 2048.024414
	Iteration 0F: 2 clusters Score -523545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -519764.375000 Penalty: 4096.048828
	Iteration 0F: 3 clusters Score -519764.4 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -520662.937500 Penalty: 4096.048828
	Iteration 1F: 3 clusters Score -520662.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -520889.562500 Penalty: 4096.048828
	Iteration 2F: 3 clusters Score -520889.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -521045.156250 Penalty: 4096.048828
	Iteration 3F: 3 clusters Score -521045.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -521179.187500 Penalty: 4096.048828
	Iteration 4Q: 3 clusters Score -521179.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -521265.250000 Penalty: 4096.048828
	Iteration 5Q: 3 clusters Score -521265.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -521321.906250 Penalty: 4096.048828
	Iteration 6Q: 3 clusters Score -521321.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -521370.281250 Penalty: 4096.048828
	Iteration 7Q: 3 clusters Score -521370.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -521418.468750 Penalty: 4096.048828
	Iteration 8Q: 3 clusters Score -521418.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -521466.562500 Penalty: 4096.048828
	Iteration 9Q: 3 clusters Score -521466.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -521505.031250 Penalty: 4096.048828
	Iteration 10Q: 3 clusters Score -521505 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -521553.843750 Penalty: 4096.048828
	Iteration 11Q: 3 clusters Score -521553.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -521603.375000 Penalty: 4096.048828
	Iteration 12Q: 3 clusters Score -521603.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -521644.312500 Penalty: 4096.048828
	Iteration 13Q: 3 clusters Score -521644.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -521690.406250 Penalty: 4096.048828
	Iteration 14Q: 3 clusters Score -521690.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -521733.250000 Penalty: 4096.048828
	Iteration 15Q: 3 clusters Score -521733.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -521762.093750 Penalty: 4096.048828
	Iteration 16Q: 3 clusters Score -521762.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -521786.312500 Penalty: 4096.048828
	Iteration 17Q: 3 clusters Score -521786.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -521803.375000 Penalty: 4096.048828
	Iteration 18Q: 3 clusters Score -521803.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -521821.812500 Penalty: 4096.048828
	Iteration 19Q: 3 clusters Score -521821.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -521835.000000 Penalty: 4096.048828
	Iteration 20F: 3 clusters Score -521835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -521845.625000 Penalty: 4096.048828
	Iteration 21Q: 3 clusters Score -521845.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -521851.750000 Penalty: 4096.048828
	Iteration 22Q: 3 clusters Score -521851.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -521857.437500 Penalty: 4096.048828
	Iteration 23Q: 3 clusters Score -521857.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -521863.156250 Penalty: 4096.048828
	Iteration 24Q: 3 clusters Score -521863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -521869.062500 Penalty: 4096.048828
	Iteration 25Q: 3 clusters Score -521869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -521873.406250 Penalty: 4096.048828
	Iteration 26Q: 3 clusters Score -521873.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -521877.218750 Penalty: 4096.048828
	Iteration 27Q: 3 clusters Score -521877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -521880.437500 Penalty: 4096.048828
	Iteration 28Q: 3 clusters Score -521880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -521881.562500 Penalty: 4096.048828
	Iteration 29Q: 3 clusters Score -521881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -521883.125000 Penalty: 4096.048828
	Iteration 30Q: 3 clusters Score -521883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -521884.687500 Penalty: 4096.048828
	Iteration 31Q: 3 clusters Score -521884.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -521886.093750 Penalty: 4096.048828
	Iteration 32Q: 3 clusters Score -521886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -521888.312500 Penalty: 4096.048828
	Iteration 33Q: 3 clusters Score -521888.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -521889.500000 Penalty: 4096.048828
	Iteration 34Q: 3 clusters Score -521889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -521891.281250 Penalty: 4096.048828
	Iteration 35Q: 3 clusters Score -521891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -521891.656250 Penalty: 4096.048828
	Iteration 36Q: 3 clusters Score -521891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -521892.437500 Penalty: 4096.048828
	Iteration 37Q: 3 clusters Score -521892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -521892.125000 Penalty: 4096.048828
	Iteration 38Q: 3 clusters Score -521892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -521892.937500 Penalty: 4096.048828
	Iteration 39Q: 3 clusters Score -521892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -521892.937500 Penalty: 4096.048828
	Iteration 40F: 3 clusters Score -521892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (70898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Entering Unmasked Estep 
Score: -10020696.000000 Penalty: 2769.911377
	Iteration 0F: 2 clusters Score -1.00207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9973105.000000 Penalty: 5539.822754
	Iteration 0F: 3 clusters Score -9973105 nChanged 33313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -9992393.000000 Penalty: 5539.822754
	Iteration 1F: 3 clusters Score -9992393 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -9993732.000000 Penalty: 5539.822754
	Iteration 2Q: 3 clusters Score -9993732 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -9995483.000000 Penalty: 5539.822754
	Iteration 3F: 3 clusters Score -9995483 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -9997587.000000 Penalty: 5539.822754
	Iteration 4F: 3 clusters Score -9997587 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -9999941.000000 Penalty: 5539.822754
	Iteration 5F: 3 clusters Score -9999941 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -10002268.000000 Penalty: 5539.822754
	Iteration 6F: 3 clusters Score -1.000227e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -10004550.000000 Penalty: 5539.822754
	Iteration 7F: 3 clusters Score -1.000455e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -10006737.000000 Penalty: 5539.822754
	Iteration 8F: 3 clusters Score -1.000674e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -10008627.000000 Penalty: 5539.822754
	Iteration 9Q: 3 clusters Score -1.000863e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -10010384.000000 Penalty: 5539.822754
	Iteration 10Q: 3 clusters Score -1.001038e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -10011910.000000 Penalty: 5539.822754
	Iteration 11Q: 3 clusters Score -1.001191e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -10013287.000000 Penalty: 5539.822754
	Iteration 12Q: 3 clusters Score -1.001329e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -10014547.000000 Penalty: 5539.822754
	Iteration 13Q: 3 clusters Score -1.001455e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -10015502.000000 Penalty: 5539.822754
	Iteration 14Q: 3 clusters Score -1.00155e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -10016319.000000 Penalty: 5539.822754
	Iteration 15Q: 3 clusters Score -1.001632e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -10017071.000000 Penalty: 5539.822754
	Iteration 16Q: 3 clusters Score -1.001707e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -10017655.000000 Penalty: 5539.822754
	Iteration 17Q: 3 clusters Score -1.001766e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -10018167.000000 Penalty: 5539.822754
	Iteration 18Q: 3 clusters Score -1.001817e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -10018557.000000 Penalty: 5539.822754
	Iteration 19Q: 3 clusters Score -1.001856e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 67085 members 
Entering Unmasked Estep 
Score: -10018809.000000 Penalty: 5539.822754
	Iteration 20F: 3 clusters Score -1.001881e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 67503 members 
Entering Unmasked Estep 
Score: -10018977.000000 Penalty: 5539.822754
	Iteration 21Q: 3 clusters Score -1.001898e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -10019162.000000 Penalty: 5539.822754
	Iteration 22Q: 3 clusters Score -1.001916e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -10019255.000000 Penalty: 5539.822754
	Iteration 23Q: 3 clusters Score -1.001926e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -10019351.000000 Penalty: 5539.822754
	Iteration 24Q: 3 clusters Score -1.001935e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 68483 members 
Entering Unmasked Estep 
Score: -10019398.000000 Penalty: 5539.822754
	Iteration 25Q: 3 clusters Score -1.00194e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -10019438.000000 Penalty: 5539.822754
	Iteration 26Q: 3 clusters Score -1.001944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -10019449.000000 Penalty: 5539.822754
	Iteration 27Q: 3 clusters Score -1.001945e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -10019464.000000 Penalty: 5539.822754
	Iteration 28Q: 3 clusters Score -1.001946e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -10019451.000000 Penalty: 5539.822754
	Iteration 29Q: 3 clusters Score -1.001945e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -10019464.000000 Penalty: 5539.822754
	Iteration 30Q: 3 clusters Score -1.001946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 68784 members 
Entering Unmasked Estep 
Score: -10019479.000000 Penalty: 5539.822754
	Iteration 31Q: 3 clusters Score -1.001948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -10019482.000000 Penalty: 5539.822754
	Iteration 32Q: 3 clusters Score -1.001948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -10019478.000000 Penalty: 5539.822754
	Iteration 33Q: 3 clusters Score -1.001948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -10019466.000000 Penalty: 5539.822754
	Iteration 34Q: 3 clusters Score -1.001947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -10019471.000000 Penalty: 5539.822754
	Iteration 35Q: 3 clusters Score -1.001947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -10019471.000000 Penalty: 5539.822754
	Iteration 36Q: 3 clusters Score -1.001947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 68851 members 
Entering Unmasked Estep 
Score: -10019474.000000 Penalty: 5539.822754
	Iteration 37Q: 3 clusters Score -1.001947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -10019479.000000 Penalty: 5539.822754
	Iteration 38Q: 3 clusters Score -1.001948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -10019468.000000 Penalty: 5539.822754
	Iteration 39Q: 3 clusters Score -1.001947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
Score: -10019472.000000 Penalty: 5539.822754
	Iteration 40F: 3 clusters Score -1.001947e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 68862 members 
Entering Unmasked Estep 
Score: -10019476.000000 Penalty: 5539.822754
	Iteration 41Q: 3 clusters Score -1.001948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 68866 members 
Entering Unmasked Estep 
Score: -10019479.000000 Penalty: 5539.822754
	Iteration 42Q: 3 clusters Score -1.001948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10019481.000000 Penalty: 5539.822754
	Iteration 43Q: 3 clusters Score -1.001948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -10019478.000000 Penalty: 5539.822754
	Iteration 44Q: 3 clusters Score -1.001948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10019474.000000 Penalty: 5539.822754
	Iteration 45Q: 3 clusters Score -1.001947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 68870 members 
Entering Unmasked Estep 
Score: -10019472.000000 Penalty: 5539.822754
	Iteration 46Q: 3 clusters Score -1.001947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -10019468.000000 Penalty: 5539.822754
	Iteration 47Q: 3 clusters Score -1.001947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -10019475.000000 Penalty: 5539.822754
	Iteration 48Q: 3 clusters Score -1.001948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 68872 members 
Entering Unmasked Estep 
Score: -10019475.000000 Penalty: 5539.822754
	Iteration 49F: 3 clusters Score -1.001948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Entering Unmasked Estep 
Score: -1145616.750000 Penalty: 2221.558594
	Iteration 0F: 2 clusters Score -1145617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1139375.625000 Penalty: 4443.117188
	Iteration 0F: 3 clusters Score -1139376 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1141080.250000 Penalty: 4443.117188
	Iteration 1F: 3 clusters Score -1141080 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1141336.000000 Penalty: 4443.117188
	Iteration 2F: 3 clusters Score -1141336 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1141512.375000 Penalty: 4443.117188
	Iteration 3Q: 3 clusters Score -1141512 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1141628.250000 Penalty: 4443.117188
	Iteration 4Q: 3 clusters Score -1141628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1141705.500000 Penalty: 4443.117188
	Iteration 5Q: 3 clusters Score -1141706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1141767.250000 Penalty: 4443.117188
	Iteration 6Q: 3 clusters Score -1141767 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1141829.500000 Penalty: 4443.117188
	Iteration 7Q: 3 clusters Score -1141830 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1141896.000000 Penalty: 4443.117188
	Iteration 8Q: 3 clusters Score -1141896 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1141942.375000 Penalty: 4443.117188
	Iteration 9Q: 3 clusters Score -1141942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1141982.375000 Penalty: 4443.117188
	Iteration 10Q: 3 clusters Score -1141982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1142022.500000 Penalty: 4443.117188
	Iteration 11Q: 3 clusters Score -1142022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1142058.250000 Penalty: 4443.117188
	Iteration 12Q: 3 clusters Score -1142058 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1142088.250000 Penalty: 4443.117188
	Iteration 13Q: 3 clusters Score -1142088 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1142118.250000 Penalty: 4443.117188
	Iteration 14Q: 3 clusters Score -1142118 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1142148.125000 Penalty: 4443.117188
	Iteration 15Q: 3 clusters Score -1142148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1142171.500000 Penalty: 4443.117188
	Iteration 16Q: 3 clusters Score -1142172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1142202.875000 Penalty: 4443.117188
	Iteration 17Q: 3 clusters Score -1142203 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1142240.125000 Penalty: 4443.117188
	Iteration 18Q: 3 clusters Score -1142240 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1142281.375000 Penalty: 4443.117188
	Iteration 19Q: 3 clusters Score -1142281 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1142329.000000 Penalty: 4443.117188
	Iteration 20F: 3 clusters Score -1142329 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1142378.250000 Penalty: 4443.117188
	Iteration 21Q: 3 clusters Score -1142378 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1142431.625000 Penalty: 4443.117188
	Iteration 22Q: 3 clusters Score -1142432 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1142490.250000 Penalty: 4443.117188
	Iteration 23Q: 3 clusters Score -1142490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1142557.000000 Penalty: 4443.117188
	Iteration 24Q: 3 clusters Score -1142557 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1142638.250000 Penalty: 4443.117188
	Iteration 25Q: 3 clusters Score -1142638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1142742.125000 Penalty: 4443.117188
	Iteration 26Q: 3 clusters Score -1142742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1142847.625000 Penalty: 4443.117188
	Iteration 27Q: 3 clusters Score -1142848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1142982.250000 Penalty: 4443.117188
	Iteration 28Q: 3 clusters Score -1142982 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1143115.375000 Penalty: 4443.117188
	Iteration 29Q: 3 clusters Score -1143115 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1143236.625000 Penalty: 4443.117188
	Iteration 30Q: 3 clusters Score -1143237 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1143353.375000 Penalty: 4443.117188
	Iteration 31Q: 3 clusters Score -1143353 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1143482.000000 Penalty: 4443.117188
	Iteration 32Q: 3 clusters Score -1143482 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1143595.125000 Penalty: 4443.117188
	Iteration 33Q: 3 clusters Score -1143595 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1143684.875000 Penalty: 4443.117188
	Iteration 34Q: 3 clusters Score -1143685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1143744.750000 Penalty: 4443.117188
	Iteration 35Q: 3 clusters Score -1143745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1143784.500000 Penalty: 4443.117188
	Iteration 36Q: 3 clusters Score -1143784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1143810.875000 Penalty: 4443.117188
	Iteration 37Q: 3 clusters Score -1143811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1143830.500000 Penalty: 4443.117188
	Iteration 38Q: 3 clusters Score -1143830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1143848.500000 Penalty: 4443.117188
	Iteration 39Q: 3 clusters Score -1143848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1143862.000000 Penalty: 4443.117188
	Iteration 40F: 3 clusters Score -1143862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1143870.750000 Penalty: 4443.117188
	Iteration 41Q: 3 clusters Score -1143871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1143881.500000 Penalty: 4443.117188
	Iteration 42Q: 3 clusters Score -1143882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1143891.250000 Penalty: 4443.117188
	Iteration 43Q: 3 clusters Score -1143891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1143899.625000 Penalty: 4443.117188
	Iteration 44Q: 3 clusters Score -1143900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1143909.875000 Penalty: 4443.117188
	Iteration 45Q: 3 clusters Score -1143910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1143914.875000 Penalty: 4443.117188
	Iteration 46Q: 3 clusters Score -1143915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1143919.250000 Penalty: 4443.117188
	Iteration 47Q: 3 clusters Score -1143919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1143924.500000 Penalty: 4443.117188
	Iteration 48Q: 3 clusters Score -1143924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1143935.750000 Penalty: 4443.117188
	Iteration 49Q: 3 clusters Score -1143936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1143949.125000 Penalty: 4443.117188
	Iteration 50Q: 3 clusters Score -1143949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1143956.625000 Penalty: 4443.117188
	Iteration 51Q: 3 clusters Score -1143957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1143968.125000 Penalty: 4443.117188
	Iteration 52Q: 3 clusters Score -1143968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1143974.375000 Penalty: 4443.117188
	Iteration 53Q: 3 clusters Score -1143974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1143977.000000 Penalty: 4443.117188
	Iteration 54Q: 3 clusters Score -1143977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1143978.875000 Penalty: 4443.117188
	Iteration 55Q: 3 clusters Score -1143979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1143981.625000 Penalty: 4443.117188
	Iteration 56Q: 3 clusters Score -1143982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1143983.750000 Penalty: 4443.117188
	Iteration 57Q: 3 clusters Score -1143984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1143984.000000 Penalty: 4443.117188
	Iteration 58Q: 3 clusters Score -1143984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1143988.000000 Penalty: 4443.117188
	Iteration 59Q: 3 clusters Score -1143988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1143990.375000 Penalty: 4443.117188
	Iteration 60F: 3 clusters Score -1143990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1143993.000000 Penalty: 4443.117188
	Iteration 61Q: 3 clusters Score -1143993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1143994.875000 Penalty: 4443.117188
	Iteration 62Q: 3 clusters Score -1143995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1143998.000000 Penalty: 4443.117188
	Iteration 63Q: 3 clusters Score -1143998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1144002.375000 Penalty: 4443.117188
	Iteration 64Q: 3 clusters Score -1144002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1144002.375000 Penalty: 4443.117188
	Iteration 65F: 3 clusters Score -1144002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -202695.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -202695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -200449.718750 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -200449.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -200835.609375 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -200835.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200935.421875 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -200935.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -200983.968750 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -200984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -201020.203125 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -201020.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201051.031250 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -201051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201069.937500 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -201069.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201080.187500 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -201080.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201087.640625 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -201087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -201093.468750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -201093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201094.593750 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -201094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -201095.984375 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -201096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201096.578125 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -201096.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201096.656250 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -201096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -201096.656250 Penalty: 3594.198486
	Iteration 14F: 3 clusters Score -201096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1264150.000000 Penalty: 2243.363281
	Iteration 0F: 2 clusters Score -1264150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1257410.375000 Penalty: 4486.726562
	Iteration 0F: 3 clusters Score -1257410 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1259477.750000 Penalty: 4486.726562
	Iteration 1F: 3 clusters Score -1259478 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1259865.750000 Penalty: 4486.726562
	Iteration 2F: 3 clusters Score -1259866 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1260222.375000 Penalty: 4486.726562
	Iteration 3F: 3 clusters Score -1260222 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1260536.250000 Penalty: 4486.726562
	Iteration 4F: 3 clusters Score -1260536 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1260881.500000 Penalty: 4486.726562
	Iteration 5F: 3 clusters Score -1260882 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1261189.000000 Penalty: 4486.726562
	Iteration 6F: 3 clusters Score -1261189 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1261496.250000 Penalty: 4486.726562
	Iteration 7Q: 3 clusters Score -1261496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1261759.000000 Penalty: 4486.726562
	Iteration 8Q: 3 clusters Score -1261759 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1261943.125000 Penalty: 4486.726562
	Iteration 9Q: 3 clusters Score -1261943 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1262069.750000 Penalty: 4486.726562
	Iteration 10Q: 3 clusters Score -1262070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1262166.125000 Penalty: 4486.726562
	Iteration 11Q: 3 clusters Score -1262166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1262233.875000 Penalty: 4486.726562
	Iteration 12Q: 3 clusters Score -1262234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1262303.500000 Penalty: 4486.726562
	Iteration 13Q: 3 clusters Score -1262304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1262371.750000 Penalty: 4486.726562
	Iteration 14Q: 3 clusters Score -1262372 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1262428.125000 Penalty: 4486.726562
	Iteration 15Q: 3 clusters Score -1262428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1262502.750000 Penalty: 4486.726562
	Iteration 16Q: 3 clusters Score -1262503 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1262563.625000 Penalty: 4486.726562
	Iteration 17Q: 3 clusters Score -1262564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1262610.625000 Penalty: 4486.726562
	Iteration 18Q: 3 clusters Score -1262611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1262646.625000 Penalty: 4486.726562
	Iteration 19Q: 3 clusters Score -1262647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1262677.625000 Penalty: 4486.726562
	Iteration 20F: 3 clusters Score -1262678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1262709.125000 Penalty: 4486.726562
	Iteration 21Q: 3 clusters Score -1262709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1262729.625000 Penalty: 4486.726562
	Iteration 22Q: 3 clusters Score -1262730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1262745.750000 Penalty: 4486.726562
	Iteration 23Q: 3 clusters Score -1262746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1262761.250000 Penalty: 4486.726562
	Iteration 24Q: 3 clusters Score -1262761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1262778.125000 Penalty: 4486.726562
	Iteration 25Q: 3 clusters Score -1262778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1262794.500000 Penalty: 4486.726562
	Iteration 26Q: 3 clusters Score -1262794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1262806.375000 Penalty: 4486.726562
	Iteration 27Q: 3 clusters Score -1262806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1262822.750000 Penalty: 4486.726562
	Iteration 28Q: 3 clusters Score -1262823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1262837.000000 Penalty: 4486.726562
	Iteration 29Q: 3 clusters Score -1262837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1262840.875000 Penalty: 4486.726562
	Iteration 30Q: 3 clusters Score -1262841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1262846.250000 Penalty: 4486.726562
	Iteration 31Q: 3 clusters Score -1262846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1262851.625000 Penalty: 4486.726562
	Iteration 32Q: 3 clusters Score -1262852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1262858.875000 Penalty: 4486.726562
	Iteration 33Q: 3 clusters Score -1262859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1262861.125000 Penalty: 4486.726562
	Iteration 34Q: 3 clusters Score -1262861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1262865.250000 Penalty: 4486.726562
	Iteration 35Q: 3 clusters Score -1262865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1262867.500000 Penalty: 4486.726562
	Iteration 36Q: 3 clusters Score -1262868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1262868.625000 Penalty: 4486.726562
	Iteration 37Q: 3 clusters Score -1262869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1262870.500000 Penalty: 4486.726562
	Iteration 38Q: 3 clusters Score -1262870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1262870.500000 Penalty: 4486.726562
	Iteration 39F: 3 clusters Score -1262870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Entering Unmasked Estep 
Score: -2944734.250000 Penalty: 2455.618164
	Iteration 0F: 2 clusters Score -2944734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2930655.250000 Penalty: 4911.236328
	Iteration 0F: 3 clusters Score -2930655 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2935642.750000 Penalty: 4911.236328
	Iteration 1F: 3 clusters Score -2935643 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2936230.500000 Penalty: 4911.236328
	Iteration 2F: 3 clusters Score -2936230 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2936810.500000 Penalty: 4911.236328
	Iteration 3F: 3 clusters Score -2936810 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2937372.000000 Penalty: 4911.236328
	Iteration 4F: 3 clusters Score -2937372 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2937936.000000 Penalty: 4911.236328
	Iteration 5Q: 3 clusters Score -2937936 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2938531.250000 Penalty: 4911.236328
	Iteration 6Q: 3 clusters Score -2938531 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2939109.000000 Penalty: 4911.236328
	Iteration 7Q: 3 clusters Score -2939109 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2939633.000000 Penalty: 4911.236328
	Iteration 8Q: 3 clusters Score -2939633 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2940151.500000 Penalty: 4911.236328
	Iteration 9Q: 3 clusters Score -2940152 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2940661.500000 Penalty: 4911.236328
	Iteration 10Q: 3 clusters Score -2940662 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -2941118.500000 Penalty: 4911.236328
	Iteration 11Q: 3 clusters Score -2941118 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2941606.250000 Penalty: 4911.236328
	Iteration 12Q: 3 clusters Score -2941606 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2942037.750000 Penalty: 4911.236328
	Iteration 13Q: 3 clusters Score -2942038 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2942429.500000 Penalty: 4911.236328
	Iteration 14Q: 3 clusters Score -2942430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2942786.500000 Penalty: 4911.236328
	Iteration 15Q: 3 clusters Score -2942786 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2943077.000000 Penalty: 4911.236328
	Iteration 16Q: 3 clusters Score -2943077 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2943272.500000 Penalty: 4911.236328
	Iteration 17Q: 3 clusters Score -2943272 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2943397.000000 Penalty: 4911.236328
	Iteration 18Q: 3 clusters Score -2943397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2943444.000000 Penalty: 4911.236328
	Iteration 19Q: 3 clusters Score -2943444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2943486.250000 Penalty: 4911.236328
	Iteration 20F: 3 clusters Score -2943486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2943500.750000 Penalty: 4911.236328
	Iteration 21Q: 3 clusters Score -2943501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2943521.750000 Penalty: 4911.236328
	Iteration 22Q: 3 clusters Score -2943522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2943532.750000 Penalty: 4911.236328
	Iteration 23Q: 3 clusters Score -2943533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2943548.250000 Penalty: 4911.236328
	Iteration 24Q: 3 clusters Score -2943548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2943550.750000 Penalty: 4911.236328
	Iteration 25Q: 3 clusters Score -2943551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2943557.000000 Penalty: 4911.236328
	Iteration 26Q: 3 clusters Score -2943557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2943556.250000 Penalty: 4911.236328
	Iteration 27Q: 3 clusters Score -2943556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2943564.000000 Penalty: 4911.236328
	Iteration 28Q: 3 clusters Score -2943564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2943559.750000 Penalty: 4911.236328
	Iteration 29Q: 3 clusters Score -2943560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2943562.750000 Penalty: 4911.236328
	Iteration 30Q: 3 clusters Score -2943563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2943561.250000 Penalty: 4911.236328
	Iteration 31Q: 3 clusters Score -2943561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2943561.500000 Penalty: 4911.236328
	Iteration 32Q: 3 clusters Score -2943562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2943564.750000 Penalty: 4911.236328
	Iteration 33Q: 3 clusters Score -2943565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2943568.750000 Penalty: 4911.236328
	Iteration 34Q: 3 clusters Score -2943569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2943568.000000 Penalty: 4911.236328
	Iteration 35Q: 3 clusters Score -2943568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2943567.250000 Penalty: 4911.236328
	Iteration 36Q: 3 clusters Score -2943567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2943569.250000 Penalty: 4911.236328
	Iteration 37Q: 3 clusters Score -2943569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2943572.000000 Penalty: 4911.236328
	Iteration 38Q: 3 clusters Score -2943572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2943566.750000 Penalty: 4911.236328
	Iteration 39Q: 3 clusters Score -2943567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2943570.250000 Penalty: 4911.236328
	Iteration 40F: 3 clusters Score -2943570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2943572.250000 Penalty: 4911.236328
	Iteration 41Q: 3 clusters Score -2943572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2943573.000000 Penalty: 4911.236328
	Iteration 42Q: 3 clusters Score -2943573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2943575.250000 Penalty: 4911.236328
	Iteration 43Q: 3 clusters Score -2943575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2943576.500000 Penalty: 4911.236328
	Iteration 44Q: 3 clusters Score -2943576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2943576.000000 Penalty: 4911.236328
	Iteration 45Q: 3 clusters Score -2943576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2943575.250000 Penalty: 4911.236328
	Iteration 46Q: 3 clusters Score -2943575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2943575.000000 Penalty: 4911.236328
	Iteration 47Q: 3 clusters Score -2943575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2943575.500000 Penalty: 4911.236328
	Iteration 48Q: 3 clusters Score -2943576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2943574.500000 Penalty: 4911.236328
	Iteration 49Q: 3 clusters Score -2943574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2943578.250000 Penalty: 4911.236328
	Iteration 50Q: 3 clusters Score -2943578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2943578.250000 Penalty: 4911.236328
	Iteration 51F: 3 clusters Score -2943578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Entering Unmasked Estep 
Score: -1614344.875000 Penalty: 2306.240967
	Iteration 0F: 2 clusters Score -1614345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1606056.125000 Penalty: 4612.481934
	Iteration 0F: 3 clusters Score -1606056 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1608536.875000 Penalty: 4612.481934
	Iteration 1F: 3 clusters Score -1608537 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1608863.875000 Penalty: 4612.481934
	Iteration 2F: 3 clusters Score -1608864 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1609135.500000 Penalty: 4612.481934
	Iteration 3F: 3 clusters Score -1609136 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1609454.250000 Penalty: 4612.481934
	Iteration 4F: 3 clusters Score -1609454 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1609800.250000 Penalty: 4612.481934
	Iteration 5F: 3 clusters Score -1609800 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1610175.875000 Penalty: 4612.481934
	Iteration 6F: 3 clusters Score -1610176 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1610627.375000 Penalty: 4612.481934
	Iteration 7F: 3 clusters Score -1610627 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1611101.250000 Penalty: 4612.481934
	Iteration 8F: 3 clusters Score -1611101 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1611455.750000 Penalty: 4612.481934
	Iteration 9Q: 3 clusters Score -1611456 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1611755.875000 Penalty: 4612.481934
	Iteration 10Q: 3 clusters Score -1611756 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1611964.000000 Penalty: 4612.481934
	Iteration 11Q: 3 clusters Score -1611964 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1612116.875000 Penalty: 4612.481934
	Iteration 12Q: 3 clusters Score -1612117 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1612236.750000 Penalty: 4612.481934
	Iteration 13Q: 3 clusters Score -1612237 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1612323.000000 Penalty: 4612.481934
	Iteration 14Q: 3 clusters Score -1612323 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1612397.875000 Penalty: 4612.481934
	Iteration 15Q: 3 clusters Score -1612398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1612446.750000 Penalty: 4612.481934
	Iteration 16Q: 3 clusters Score -1612447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1612482.125000 Penalty: 4612.481934
	Iteration 17Q: 3 clusters Score -1612482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1612514.375000 Penalty: 4612.481934
	Iteration 18Q: 3 clusters Score -1612514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1612532.500000 Penalty: 4612.481934
	Iteration 19Q: 3 clusters Score -1612532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1612541.750000 Penalty: 4612.481934
	Iteration 20F: 3 clusters Score -1612542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1612549.625000 Penalty: 4612.481934
	Iteration 21Q: 3 clusters Score -1612550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1612559.250000 Penalty: 4612.481934
	Iteration 22Q: 3 clusters Score -1612559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1612567.875000 Penalty: 4612.481934
	Iteration 23Q: 3 clusters Score -1612568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1612577.750000 Penalty: 4612.481934
	Iteration 24Q: 3 clusters Score -1612578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1612589.125000 Penalty: 4612.481934
	Iteration 25Q: 3 clusters Score -1612589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1612593.000000 Penalty: 4612.481934
	Iteration 26Q: 3 clusters Score -1612593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1612593.000000 Penalty: 4612.481934
	Iteration 27Q: 3 clusters Score -1612593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1612593.875000 Penalty: 4612.481934
	Iteration 28Q: 3 clusters Score -1612594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1612599.500000 Penalty: 4612.481934
	Iteration 29Q: 3 clusters Score -1612600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1612604.000000 Penalty: 4612.481934
	Iteration 30Q: 3 clusters Score -1612604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1612603.500000 Penalty: 4612.481934
	Iteration 31Q: 3 clusters Score -1612604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1612608.000000 Penalty: 4612.481934
	Iteration 32Q: 3 clusters Score -1612608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1612610.000000 Penalty: 4612.481934
	Iteration 33Q: 3 clusters Score -1612610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1612618.875000 Penalty: 4612.481934
	Iteration 34Q: 3 clusters Score -1612619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1612621.500000 Penalty: 4612.481934
	Iteration 35Q: 3 clusters Score -1612622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1612624.500000 Penalty: 4612.481934
	Iteration 36Q: 3 clusters Score -1612624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1612623.000000 Penalty: 4612.481934
	Iteration 37Q: 3 clusters Score -1612623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1612625.250000 Penalty: 4612.481934
	Iteration 38Q: 3 clusters Score -1612625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1612622.375000 Penalty: 4612.481934
	Iteration 39Q: 3 clusters Score -1612622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1612622.375000 Penalty: 4612.481934
	Iteration 40F: 3 clusters Score -1612622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Entering Unmasked Estep 
Score: -1463983.625000 Penalty: 2278.850342
	Iteration 0F: 2 clusters Score -1463984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1456417.750000 Penalty: 4557.700684
	Iteration 0F: 3 clusters Score -1456418 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1458652.750000 Penalty: 4557.700684
	Iteration 1F: 3 clusters Score -1458653 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1459217.875000 Penalty: 4557.700684
	Iteration 2F: 3 clusters Score -1459218 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1459817.125000 Penalty: 4557.700684
	Iteration 3F: 3 clusters Score -1459817 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1460358.875000 Penalty: 4557.700684
	Iteration 4F: 3 clusters Score -1460359 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1460842.875000 Penalty: 4557.700684
	Iteration 5F: 3 clusters Score -1460843 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1461373.625000 Penalty: 4557.700684
	Iteration 6F: 3 clusters Score -1461374 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1461786.625000 Penalty: 4557.700684
	Iteration 7F: 3 clusters Score -1461787 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1462104.625000 Penalty: 4557.700684
	Iteration 8Q: 3 clusters Score -1462105 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1462335.000000 Penalty: 4557.700684
	Iteration 9Q: 3 clusters Score -1462335 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1462483.500000 Penalty: 4557.700684
	Iteration 10Q: 3 clusters Score -1462484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1462606.500000 Penalty: 4557.700684
	Iteration 11Q: 3 clusters Score -1462606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1462686.375000 Penalty: 4557.700684
	Iteration 12Q: 3 clusters Score -1462686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1462748.000000 Penalty: 4557.700684
	Iteration 13Q: 3 clusters Score -1462748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1462792.750000 Penalty: 4557.700684
	Iteration 14Q: 3 clusters Score -1462793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1462826.500000 Penalty: 4557.700684
	Iteration 15Q: 3 clusters Score -1462826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1462850.625000 Penalty: 4557.700684
	Iteration 16Q: 3 clusters Score -1462851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1462864.125000 Penalty: 4557.700684
	Iteration 17Q: 3 clusters Score -1462864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1462870.000000 Penalty: 4557.700684
	Iteration 18Q: 3 clusters Score -1462870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1462868.875000 Penalty: 4557.700684
	Iteration 19Q: 3 clusters Score -1462869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1462871.875000 Penalty: 4557.700684
	Iteration 20F: 3 clusters Score -1462872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1462872.250000 Penalty: 4557.700684
	Iteration 21Q: 3 clusters Score -1462872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1462872.375000 Penalty: 4557.700684
	Iteration 22Q: 3 clusters Score -1462872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1462872.375000 Penalty: 4557.700684
	Iteration 23F: 3 clusters Score -1462872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Entering Unmasked Estep 
Score: -6406322.000000 Penalty: 2644.582520
	Iteration 0F: 2 clusters Score -6406322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -6377362.500000 Penalty: 5289.165039
	Iteration 0F: 3 clusters Score -6377362 nChanged 19599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -6388044.500000 Penalty: 5289.165039
	Iteration 1F: 3 clusters Score -6388044 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -6388674.500000 Penalty: 5289.165039
	Iteration 2Q: 3 clusters Score -6388674 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -6389294.000000 Penalty: 5289.165039
	Iteration 3Q: 3 clusters Score -6389294 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -6389925.000000 Penalty: 5289.165039
	Iteration 4Q: 3 clusters Score -6389925 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -6390814.500000 Penalty: 5289.165039
	Iteration 5Q: 3 clusters Score -6390814 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -6391754.000000 Penalty: 5289.165039
	Iteration 6Q: 3 clusters Score -6391754 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -6392934.500000 Penalty: 5289.165039
	Iteration 7Q: 3 clusters Score -6392934 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -6394481.500000 Penalty: 5289.165039
	Iteration 8F: 3 clusters Score -6394482 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -6396450.000000 Penalty: 5289.165039
	Iteration 9F: 3 clusters Score -6396450 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -6398537.000000 Penalty: 5289.165039
	Iteration 10F: 3 clusters Score -6398537 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -6400230.500000 Penalty: 5289.165039
	Iteration 11F: 3 clusters Score -6400230 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -6401259.000000 Penalty: 5289.165039
	Iteration 12Q: 3 clusters Score -6401259 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6401922.500000 Penalty: 5289.165039
	Iteration 13Q: 3 clusters Score -6401922 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6402337.500000 Penalty: 5289.165039
	Iteration 14Q: 3 clusters Score -6402338 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6402659.500000 Penalty: 5289.165039
	Iteration 15Q: 3 clusters Score -6402660 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6402867.500000 Penalty: 5289.165039
	Iteration 16Q: 3 clusters Score -6402868 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6403041.500000 Penalty: 5289.165039
	Iteration 17Q: 3 clusters Score -6403042 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6403152.500000 Penalty: 5289.165039
	Iteration 18Q: 3 clusters Score -6403152 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6403239.000000 Penalty: 5289.165039
	Iteration 19Q: 3 clusters Score -6403239 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -6403345.500000 Penalty: 5289.165039
	Iteration 20F: 3 clusters Score -6403346 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -6403410.000000 Penalty: 5289.165039
	Iteration 21Q: 3 clusters Score -6403410 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -6403456.500000 Penalty: 5289.165039
	Iteration 22Q: 3 clusters Score -6403456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -6403495.000000 Penalty: 5289.165039
	Iteration 23Q: 3 clusters Score -6403495 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -6403552.500000 Penalty: 5289.165039
	Iteration 24Q: 3 clusters Score -6403552 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6403588.000000 Penalty: 5289.165039
	Iteration 25Q: 3 clusters Score -6403588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -6403613.000000 Penalty: 5289.165039
	Iteration 26Q: 3 clusters Score -6403613 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6403635.500000 Penalty: 5289.165039
	Iteration 27Q: 3 clusters Score -6403636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6403648.500000 Penalty: 5289.165039
	Iteration 28Q: 3 clusters Score -6403648 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6403659.000000 Penalty: 5289.165039
	Iteration 29Q: 3 clusters Score -6403659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -6403688.000000 Penalty: 5289.165039
	Iteration 30Q: 3 clusters Score -6403688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6403700.000000 Penalty: 5289.165039
	Iteration 31Q: 3 clusters Score -6403700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6403723.500000 Penalty: 5289.165039
	Iteration 32Q: 3 clusters Score -6403724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6403738.500000 Penalty: 5289.165039
	Iteration 33Q: 3 clusters Score -6403738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6403752.500000 Penalty: 5289.165039
	Iteration 34Q: 3 clusters Score -6403752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -6403767.500000 Penalty: 5289.165039
	Iteration 35Q: 3 clusters Score -6403768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -6403791.000000 Penalty: 5289.165039
	Iteration 36Q: 3 clusters Score -6403791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -6403785.000000 Penalty: 5289.165039
	Iteration 37Q: 3 clusters Score -6403785 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6403796.000000 Penalty: 5289.165039
	Iteration 38Q: 3 clusters Score -6403796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6403824.000000 Penalty: 5289.165039
	Iteration 39Q: 3 clusters Score -6403824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -6403838.500000 Penalty: 5289.165039
	Iteration 40F: 3 clusters Score -6403838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6403853.500000 Penalty: 5289.165039
	Iteration 41Q: 3 clusters Score -6403854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6403866.500000 Penalty: 5289.165039
	Iteration 42Q: 3 clusters Score -6403866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -6403874.000000 Penalty: 5289.165039
	Iteration 43Q: 3 clusters Score -6403874 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6403909.500000 Penalty: 5289.165039
	Iteration 44Q: 3 clusters Score -6403910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6403916.500000 Penalty: 5289.165039
	Iteration 45Q: 3 clusters Score -6403916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6403930.000000 Penalty: 5289.165039
	Iteration 46Q: 3 clusters Score -6403930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6403949.500000 Penalty: 5289.165039
	Iteration 47Q: 3 clusters Score -6403950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6403961.000000 Penalty: 5289.165039
	Iteration 48Q: 3 clusters Score -6403961 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -6403965.500000 Penalty: 5289.165039
	Iteration 49Q: 3 clusters Score -6403966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6404015.500000 Penalty: 5289.165039
	Iteration 50Q: 3 clusters Score -6404016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6404017.500000 Penalty: 5289.165039
	Iteration 51Q: 3 clusters Score -6404018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6404024.500000 Penalty: 5289.165039
	Iteration 52Q: 3 clusters Score -6404024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 5289.165039
	Iteration 53Q: 3 clusters Score -6404050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 5289.165039
	Iteration 54Q: 3 clusters Score -6404050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 5289.165039
	Iteration 55Q: 3 clusters Score -6404050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6404045.500000 Penalty: 5289.165039
	Iteration 56Q: 3 clusters Score -6404046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6404047.500000 Penalty: 5289.165039
	Iteration 57Q: 3 clusters Score -6404048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6404054.000000 Penalty: 5289.165039
	Iteration 58Q: 3 clusters Score -6404054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6404066.500000 Penalty: 5289.165039
	Iteration 59Q: 3 clusters Score -6404066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6404065.500000 Penalty: 5289.165039
	Iteration 60F: 3 clusters Score -6404066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6404067.500000 Penalty: 5289.165039
	Iteration 61Q: 3 clusters Score -6404068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6404067.500000 Penalty: 5289.165039
	Iteration 62Q: 3 clusters Score -6404068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -6404073.500000 Penalty: 5289.165039
	Iteration 63Q: 3 clusters Score -6404074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6404070.000000 Penalty: 5289.165039
	Iteration 64Q: 3 clusters Score -6404070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -6404070.000000 Penalty: 5289.165039
	Iteration 65Q: 3 clusters Score -6404070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6404077.000000 Penalty: 5289.165039
	Iteration 66Q: 3 clusters Score -6404077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6404077.000000 Penalty: 5289.165039
	Iteration 67Q: 3 clusters Score -6404077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6404073.500000 Penalty: 5289.165039
	Iteration 68Q: 3 clusters Score -6404074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6404071.500000 Penalty: 5289.165039
	Iteration 69Q: 3 clusters Score -6404072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6404081.000000 Penalty: 5289.165039
	Iteration 70Q: 3 clusters Score -6404081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6404082.000000 Penalty: 5289.165039
	Iteration 71Q: 3 clusters Score -6404082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6404084.500000 Penalty: 5289.165039
	Iteration 72Q: 3 clusters Score -6404084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -6404093.000000 Penalty: 5289.165039
	Iteration 73Q: 3 clusters Score -6404093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6404098.000000 Penalty: 5289.165039
	Iteration 74Q: 3 clusters Score -6404098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6404100.000000 Penalty: 5289.165039
	Iteration 75Q: 3 clusters Score -6404100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6404097.500000 Penalty: 5289.165039
	Iteration 76Q: 3 clusters Score -6404098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6404096.000000 Penalty: 5289.165039
	Iteration 77Q: 3 clusters Score -6404096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6404102.500000 Penalty: 5289.165039
	Iteration 78Q: 3 clusters Score -6404102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6404095.500000 Penalty: 5289.165039
	Iteration 79Q: 3 clusters Score -6404096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6404095.500000 Penalty: 5289.165039
	Iteration 80F: 3 clusters Score -6404096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Entering Unmasked Estep 
Score: -3185424.250000 Penalty: 2474.691406
	Iteration 0F: 2 clusters Score -3185424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3170322.250000 Penalty: 4949.382812
	Iteration 0F: 3 clusters Score -3170322 nChanged 9532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3175423.250000 Penalty: 4949.382812
	Iteration 1F: 3 clusters Score -3175423 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -3175944.250000 Penalty: 4949.382812
	Iteration 2F: 3 clusters Score -3175944 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -3176479.000000 Penalty: 4949.382812
	Iteration 3F: 3 clusters Score -3176479 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3177012.500000 Penalty: 4949.382812
	Iteration 4F: 3 clusters Score -3177012 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3177505.000000 Penalty: 4949.382812
	Iteration 5Q: 3 clusters Score -3177505 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3177959.500000 Penalty: 4949.382812
	Iteration 6Q: 3 clusters Score -3177960 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3178402.250000 Penalty: 4949.382812
	Iteration 7Q: 3 clusters Score -3178402 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3178790.500000 Penalty: 4949.382812
	Iteration 8Q: 3 clusters Score -3178790 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -3179177.000000 Penalty: 4949.382812
	Iteration 9Q: 3 clusters Score -3179177 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3179496.000000 Penalty: 4949.382812
	Iteration 10Q: 3 clusters Score -3179496 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3179777.750000 Penalty: 4949.382812
	Iteration 11Q: 3 clusters Score -3179778 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -3180074.500000 Penalty: 4949.382812
	Iteration 12Q: 3 clusters Score -3180074 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3180332.250000 Penalty: 4949.382812
	Iteration 13Q: 3 clusters Score -3180332 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3180578.500000 Penalty: 4949.382812
	Iteration 14Q: 3 clusters Score -3180578 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -3180843.000000 Penalty: 4949.382812
	Iteration 15Q: 3 clusters Score -3180843 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3181167.500000 Penalty: 4949.382812
	Iteration 16Q: 3 clusters Score -3181168 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3181573.000000 Penalty: 4949.382812
	Iteration 17Q: 3 clusters Score -3181573 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3181961.500000 Penalty: 4949.382812
	Iteration 18Q: 3 clusters Score -3181962 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -3182400.500000 Penalty: 4949.382812
	Iteration 19Q: 3 clusters Score -3182400 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3182704.500000 Penalty: 4949.382812
	Iteration 20F: 3 clusters Score -3182704 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -3182976.250000 Penalty: 4949.382812
	Iteration 21Q: 3 clusters Score -3182976 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -3183159.250000 Penalty: 4949.382812
	Iteration 22Q: 3 clusters Score -3183159 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -3183297.500000 Penalty: 4949.382812
	Iteration 23Q: 3 clusters Score -3183298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -3183399.000000 Penalty: 4949.382812
	Iteration 24Q: 3 clusters Score -3183399 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3183481.750000 Penalty: 4949.382812
	Iteration 25Q: 3 clusters Score -3183482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3183523.250000 Penalty: 4949.382812
	Iteration 26Q: 3 clusters Score -3183523 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -3183549.750000 Penalty: 4949.382812
	Iteration 27Q: 3 clusters Score -3183550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3183564.500000 Penalty: 4949.382812
	Iteration 28Q: 3 clusters Score -3183564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3183586.750000 Penalty: 4949.382812
	Iteration 29Q: 3 clusters Score -3183587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3183588.250000 Penalty: 4949.382812
	Iteration 30Q: 3 clusters Score -3183588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -3183593.250000 Penalty: 4949.382812
	Iteration 31Q: 3 clusters Score -3183593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3183600.250000 Penalty: 4949.382812
	Iteration 32Q: 3 clusters Score -3183600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3183601.500000 Penalty: 4949.382812
	Iteration 33Q: 3 clusters Score -3183602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3183606.000000 Penalty: 4949.382812
	Iteration 34Q: 3 clusters Score -3183606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -3183605.000000 Penalty: 4949.382812
	Iteration 35Q: 3 clusters Score -3183605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3183606.500000 Penalty: 4949.382812
	Iteration 36Q: 3 clusters Score -3183606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3183610.000000 Penalty: 4949.382812
	Iteration 37Q: 3 clusters Score -3183610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3183613.250000 Penalty: 4949.382812
	Iteration 38Q: 3 clusters Score -3183613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3183610.500000 Penalty: 4949.382812
	Iteration 39Q: 3 clusters Score -3183610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3183614.250000 Penalty: 4949.382812
	Iteration 40F: 3 clusters Score -3183614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3183614.750000 Penalty: 4949.382812
	Iteration 41Q: 3 clusters Score -3183615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3183614.000000 Penalty: 4949.382812
	Iteration 42Q: 3 clusters Score -3183614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3183614.000000 Penalty: 4949.382812
	Iteration 43Q: 3 clusters Score -3183614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3183614.000000 Penalty: 4949.382812
	Iteration 44F: 3 clusters Score -3183614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Entering Unmasked Estep 
Score: -13882.919922 Penalty: 1227.292480
	Iteration 0F: 2 clusters Score -13882.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13077.186523 Penalty: 2454.584961
	Iteration 0F: 3 clusters Score -13077.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -13131.328125 Penalty: 2454.584961
	Iteration 1F: 3 clusters Score -13131.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Entering Unmasked Estep 
Score: -2574613.000000 Penalty: 2439.317383
	Iteration 0F: 2 clusters Score -2574613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2561452.500000 Penalty: 4878.634766
	Iteration 0F: 3 clusters Score -2561452 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2566093.500000 Penalty: 4878.634766
	Iteration 1F: 3 clusters Score -2566094 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2566721.250000 Penalty: 4878.634766
	Iteration 2F: 3 clusters Score -2566721 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2567312.000000 Penalty: 4878.634766
	Iteration 3F: 3 clusters Score -2567312 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2567875.500000 Penalty: 4878.634766
	Iteration 4F: 3 clusters Score -2567876 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2568379.750000 Penalty: 4878.634766
	Iteration 5F: 3 clusters Score -2568380 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2568879.000000 Penalty: 4878.634766
	Iteration 6Q: 3 clusters Score -2568879 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -2569370.000000 Penalty: 4878.634766
	Iteration 7Q: 3 clusters Score -2569370 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2569869.750000 Penalty: 4878.634766
	Iteration 8Q: 3 clusters Score -2569870 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2570360.000000 Penalty: 4878.634766
	Iteration 9Q: 3 clusters Score -2570360 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2570838.750000 Penalty: 4878.634766
	Iteration 10Q: 3 clusters Score -2570839 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2571296.250000 Penalty: 4878.634766
	Iteration 11Q: 3 clusters Score -2571296 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2571651.250000 Penalty: 4878.634766
	Iteration 12Q: 3 clusters Score -2571651 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2571936.250000 Penalty: 4878.634766
	Iteration 13Q: 3 clusters Score -2571936 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2572155.250000 Penalty: 4878.634766
	Iteration 14Q: 3 clusters Score -2572155 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2572351.000000 Penalty: 4878.634766
	Iteration 15Q: 3 clusters Score -2572351 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2572518.250000 Penalty: 4878.634766
	Iteration 16Q: 3 clusters Score -2572518 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2572645.750000 Penalty: 4878.634766
	Iteration 17Q: 3 clusters Score -2572646 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2572773.000000 Penalty: 4878.634766
	Iteration 18Q: 3 clusters Score -2572773 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2572866.000000 Penalty: 4878.634766
	Iteration 19Q: 3 clusters Score -2572866 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2572969.750000 Penalty: 4878.634766
	Iteration 20F: 3 clusters Score -2572970 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2573062.500000 Penalty: 4878.634766
	Iteration 21Q: 3 clusters Score -2573062 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2573135.500000 Penalty: 4878.634766
	Iteration 22Q: 3 clusters Score -2573136 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2573202.000000 Penalty: 4878.634766
	Iteration 23Q: 3 clusters Score -2573202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2573259.000000 Penalty: 4878.634766
	Iteration 24Q: 3 clusters Score -2573259 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2573300.500000 Penalty: 4878.634766
	Iteration 25Q: 3 clusters Score -2573300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2573338.750000 Penalty: 4878.634766
	Iteration 26Q: 3 clusters Score -2573339 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2573370.250000 Penalty: 4878.634766
	Iteration 27Q: 3 clusters Score -2573370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2573411.750000 Penalty: 4878.634766
	Iteration 28Q: 3 clusters Score -2573412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2573435.250000 Penalty: 4878.634766
	Iteration 29Q: 3 clusters Score -2573435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2573455.000000 Penalty: 4878.634766
	Iteration 30Q: 3 clusters Score -2573455 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2573482.500000 Penalty: 4878.634766
	Iteration 31Q: 3 clusters Score -2573482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2573505.750000 Penalty: 4878.634766
	Iteration 32Q: 3 clusters Score -2573506 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2573528.000000 Penalty: 4878.634766
	Iteration 33Q: 3 clusters Score -2573528 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2573544.250000 Penalty: 4878.634766
	Iteration 34Q: 3 clusters Score -2573544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2573553.000000 Penalty: 4878.634766
	Iteration 35Q: 3 clusters Score -2573553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2573572.000000 Penalty: 4878.634766
	Iteration 36Q: 3 clusters Score -2573572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2573575.000000 Penalty: 4878.634766
	Iteration 37Q: 3 clusters Score -2573575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2573580.500000 Penalty: 4878.634766
	Iteration 38Q: 3 clusters Score -2573580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2573590.500000 Penalty: 4878.634766
	Iteration 39Q: 3 clusters Score -2573590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2573602.750000 Penalty: 4878.634766
	Iteration 40F: 3 clusters Score -2573603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2573615.250000 Penalty: 4878.634766
	Iteration 41Q: 3 clusters Score -2573615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2573618.500000 Penalty: 4878.634766
	Iteration 42Q: 3 clusters Score -2573618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2573625.000000 Penalty: 4878.634766
	Iteration 43Q: 3 clusters Score -2573625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2573627.000000 Penalty: 4878.634766
	Iteration 44Q: 3 clusters Score -2573627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2573633.500000 Penalty: 4878.634766
	Iteration 45Q: 3 clusters Score -2573634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2573641.250000 Penalty: 4878.634766
	Iteration 46Q: 3 clusters Score -2573641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2573645.500000 Penalty: 4878.634766
	Iteration 47Q: 3 clusters Score -2573646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2573641.500000 Penalty: 4878.634766
	Iteration 48Q: 3 clusters Score -2573642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2573649.000000 Penalty: 4878.634766
	Iteration 49Q: 3 clusters Score -2573649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2573653.000000 Penalty: 4878.634766
	Iteration 50Q: 3 clusters Score -2573653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2573654.000000 Penalty: 4878.634766
	Iteration 51Q: 3 clusters Score -2573654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2573655.500000 Penalty: 4878.634766
	Iteration 52Q: 3 clusters Score -2573656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2573658.250000 Penalty: 4878.634766
	Iteration 53Q: 3 clusters Score -2573658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2573657.500000 Penalty: 4878.634766
	Iteration 54Q: 3 clusters Score -2573658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2573664.750000 Penalty: 4878.634766
	Iteration 55Q: 3 clusters Score -2573665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2573667.500000 Penalty: 4878.634766
	Iteration 56Q: 3 clusters Score -2573668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2573663.500000 Penalty: 4878.634766
	Iteration 57Q: 3 clusters Score -2573664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2573670.500000 Penalty: 4878.634766
	Iteration 58Q: 3 clusters Score -2573670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2573673.500000 Penalty: 4878.634766
	Iteration 59Q: 3 clusters Score -2573674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2573669.250000 Penalty: 4878.634766
	Iteration 60F: 3 clusters Score -2573669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2573673.000000 Penalty: 4878.634766
	Iteration 61Q: 3 clusters Score -2573673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2573672.500000 Penalty: 4878.634766
	Iteration 62Q: 3 clusters Score -2573672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2573675.250000 Penalty: 4878.634766
	Iteration 63Q: 3 clusters Score -2573675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2573679.000000 Penalty: 4878.634766
	Iteration 64Q: 3 clusters Score -2573679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2573679.500000 Penalty: 4878.634766
	Iteration 65Q: 3 clusters Score -2573680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2573681.250000 Penalty: 4878.634766
	Iteration 66Q: 3 clusters Score -2573681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2573678.000000 Penalty: 4878.634766
	Iteration 67Q: 3 clusters Score -2573678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2573678.500000 Penalty: 4878.634766
	Iteration 68Q: 3 clusters Score -2573678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2573678.500000 Penalty: 4878.634766
	Iteration 69F: 3 clusters Score -2573678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -61447.574219 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -61447.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60062.992188 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -60062.99 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60480.140625 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -60480.14 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60737.476562 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -60737.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60885.437500 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -60885.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60968.402344 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -60968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61033.007812 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -61033.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61077.972656 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -61077.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61098.191406 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -61098.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61127.472656 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -61127.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61146.203125 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -61146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61158.917969 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -61158.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61177.652344 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -61177.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61181.089844 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -61181.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61181.089844 Penalty: 3073.436279
	Iteration 13F: 3 clusters Score -61181.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (91299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91299 members 
Entering Unmasked Estep 
Score: -13745008.000000 Penalty: 2832.629883
	Iteration 0F: 2 clusters Score -1.374501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -13683903.000000 Penalty: 5665.259766
	Iteration 0F: 3 clusters Score -1.36839e+07 nChanged 43312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -13708174.000000 Penalty: 5665.259766
	Iteration 1F: 3 clusters Score -1.370817e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -13708805.000000 Penalty: 5665.259766
	Iteration 2Q: 3 clusters Score -1.37088e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -13709452.000000 Penalty: 5665.259766
	Iteration 3Q: 3 clusters Score -1.370945e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -13710282.000000 Penalty: 5665.259766
	Iteration 4Q: 3 clusters Score -1.371028e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -13711545.000000 Penalty: 5665.259766
	Iteration 5Q: 3 clusters Score -1.371154e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -13713550.000000 Penalty: 5665.259766
	Iteration 6Q: 3 clusters Score -1.371355e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -13716710.000000 Penalty: 5665.259766
	Iteration 7F: 3 clusters Score -1.371671e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68268 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -13721539.000000 Penalty: 5665.259766
	Iteration 8F: 3 clusters Score -1.372154e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -13727646.000000 Penalty: 5665.259766
	Iteration 9F: 3 clusters Score -1.372765e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82028 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -13733917.000000 Penalty: 5665.259766
	Iteration 10F: 3 clusters Score -1.373392e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -13738598.000000 Penalty: 5665.259766
	Iteration 11F: 3 clusters Score -1.37386e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -13740864.000000 Penalty: 5665.259766
	Iteration 12Q: 3 clusters Score -1.374086e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13741850.000000 Penalty: 5665.259766
	Iteration 13Q: 3 clusters Score -1.374185e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13742235.000000 Penalty: 5665.259766
	Iteration 14Q: 3 clusters Score -1.374224e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90847 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13742401.000000 Penalty: 5665.259766
	Iteration 15Q: 3 clusters Score -1.37424e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90888 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -13742481.000000 Penalty: 5665.259766
	Iteration 16Q: 3 clusters Score -1.374248e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90907 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -13742497.000000 Penalty: 5665.259766
	Iteration 17Q: 3 clusters Score -1.37425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90923 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13742522.000000 Penalty: 5665.259766
	Iteration 18Q: 3 clusters Score -1.374252e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90936 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13742546.000000 Penalty: 5665.259766
	Iteration 19Q: 3 clusters Score -1.374255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90941 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13742554.000000 Penalty: 5665.259766
	Iteration 20F: 3 clusters Score -1.374255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90944 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13742559.000000 Penalty: 5665.259766
	Iteration 21Q: 3 clusters Score -1.374256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13742559.000000 Penalty: 5665.259766
	Iteration 22Q: 3 clusters Score -1.374256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -13742576.000000 Penalty: 5665.259766
	Iteration 23Q: 3 clusters Score -1.374258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13742584.000000 Penalty: 5665.259766
	Iteration 24Q: 3 clusters Score -1.374258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13742584.000000 Penalty: 5665.259766
	Iteration 25F: 3 clusters Score -1.374258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Entering Unmasked Estep 
Score: -5116545.000000 Penalty: 2606.097900
	Iteration 0F: 2 clusters Score -5116545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -5091603.500000 Penalty: 5212.195801
	Iteration 0F: 3 clusters Score -5091604 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5101072.500000 Penalty: 5212.195801
	Iteration 1F: 3 clusters Score -5101072 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -5101977.500000 Penalty: 5212.195801
	Iteration 2F: 3 clusters Score -5101978 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -5103100.500000 Penalty: 5212.195801
	Iteration 3F: 3 clusters Score -5103100 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5104276.000000 Penalty: 5212.195801
	Iteration 4F: 3 clusters Score -5104276 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5105370.500000 Penalty: 5212.195801
	Iteration 5F: 3 clusters Score -5105370 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5106338.000000 Penalty: 5212.195801
	Iteration 6F: 3 clusters Score -5106338 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5107158.000000 Penalty: 5212.195801
	Iteration 7Q: 3 clusters Score -5107158 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -5107787.000000 Penalty: 5212.195801
	Iteration 8Q: 3 clusters Score -5107787 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5108259.500000 Penalty: 5212.195801
	Iteration 9Q: 3 clusters Score -5108260 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -5108608.500000 Penalty: 5212.195801
	Iteration 10Q: 3 clusters Score -5108608 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5108929.000000 Penalty: 5212.195801
	Iteration 11Q: 3 clusters Score -5108929 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5109207.000000 Penalty: 5212.195801
	Iteration 12Q: 3 clusters Score -5109207 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5109495.500000 Penalty: 5212.195801
	Iteration 13Q: 3 clusters Score -5109496 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5109743.000000 Penalty: 5212.195801
	Iteration 14Q: 3 clusters Score -5109743 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5109950.500000 Penalty: 5212.195801
	Iteration 15Q: 3 clusters Score -5109950 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5110145.000000 Penalty: 5212.195801
	Iteration 16Q: 3 clusters Score -5110145 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -5110265.000000 Penalty: 5212.195801
	Iteration 17Q: 3 clusters Score -5110265 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5110380.000000 Penalty: 5212.195801
	Iteration 18Q: 3 clusters Score -5110380 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -5110476.000000 Penalty: 5212.195801
	Iteration 19Q: 3 clusters Score -5110476 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5110553.500000 Penalty: 5212.195801
	Iteration 20F: 3 clusters Score -5110554 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5110620.500000 Penalty: 5212.195801
	Iteration 21Q: 3 clusters Score -5110620 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5110677.500000 Penalty: 5212.195801
	Iteration 22Q: 3 clusters Score -5110678 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -5110703.000000 Penalty: 5212.195801
	Iteration 23Q: 3 clusters Score -5110703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5110738.000000 Penalty: 5212.195801
	Iteration 24Q: 3 clusters Score -5110738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5110746.000000 Penalty: 5212.195801
	Iteration 25Q: 3 clusters Score -5110746 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -5110797.000000 Penalty: 5212.195801
	Iteration 26Q: 3 clusters Score -5110797 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -5110811.000000 Penalty: 5212.195801
	Iteration 27Q: 3 clusters Score -5110811 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5110854.000000 Penalty: 5212.195801
	Iteration 28Q: 3 clusters Score -5110854 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -5110889.000000 Penalty: 5212.195801
	Iteration 29Q: 3 clusters Score -5110889 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -5110922.500000 Penalty: 5212.195801
	Iteration 30Q: 3 clusters Score -5110922 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5110943.000000 Penalty: 5212.195801
	Iteration 31Q: 3 clusters Score -5110943 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -5110994.500000 Penalty: 5212.195801
	Iteration 32Q: 3 clusters Score -5110994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5111060.000000 Penalty: 5212.195801
	Iteration 33Q: 3 clusters Score -5111060 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -5111104.000000 Penalty: 5212.195801
	Iteration 34Q: 3 clusters Score -5111104 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -5111159.500000 Penalty: 5212.195801
	Iteration 35Q: 3 clusters Score -5111160 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -5111187.000000 Penalty: 5212.195801
	Iteration 36Q: 3 clusters Score -5111187 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -5111241.000000 Penalty: 5212.195801
	Iteration 37Q: 3 clusters Score -5111241 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -5111306.000000 Penalty: 5212.195801
	Iteration 38Q: 3 clusters Score -5111306 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -5111369.000000 Penalty: 5212.195801
	Iteration 39Q: 3 clusters Score -5111369 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5111421.000000 Penalty: 5212.195801
	Iteration 40F: 3 clusters Score -5111421 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -5111490.000000 Penalty: 5212.195801
	Iteration 41Q: 3 clusters Score -5111490 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -5111552.000000 Penalty: 5212.195801
	Iteration 42Q: 3 clusters Score -5111552 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5111610.000000 Penalty: 5212.195801
	Iteration 43Q: 3 clusters Score -5111610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -5111689.000000 Penalty: 5212.195801
	Iteration 44Q: 3 clusters Score -5111689 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5111746.500000 Penalty: 5212.195801
	Iteration 45Q: 3 clusters Score -5111746 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5111835.000000 Penalty: 5212.195801
	Iteration 46Q: 3 clusters Score -5111835 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -5111942.500000 Penalty: 5212.195801
	Iteration 47Q: 3 clusters Score -5111942 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5112014.000000 Penalty: 5212.195801
	Iteration 48Q: 3 clusters Score -5112014 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -5112077.500000 Penalty: 5212.195801
	Iteration 49Q: 3 clusters Score -5112078 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5112172.000000 Penalty: 5212.195801
	Iteration 50Q: 3 clusters Score -5112172 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -5112222.000000 Penalty: 5212.195801
	Iteration 51Q: 3 clusters Score -5112222 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -5112326.500000 Penalty: 5212.195801
	Iteration 52Q: 3 clusters Score -5112326 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5112432.500000 Penalty: 5212.195801
	Iteration 53Q: 3 clusters Score -5112432 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5112501.000000 Penalty: 5212.195801
	Iteration 54Q: 3 clusters Score -5112501 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -5112562.000000 Penalty: 5212.195801
	Iteration 55Q: 3 clusters Score -5112562 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -5112610.500000 Penalty: 5212.195801
	Iteration 56Q: 3 clusters Score -5112610 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -5112698.500000 Penalty: 5212.195801
	Iteration 57Q: 3 clusters Score -5112698 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -5112786.500000 Penalty: 5212.195801
	Iteration 58Q: 3 clusters Score -5112786 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -5112844.500000 Penalty: 5212.195801
	Iteration 59Q: 3 clusters Score -5112844 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -5112923.500000 Penalty: 5212.195801
	Iteration 60F: 3 clusters Score -5112924 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -5113032.000000 Penalty: 5212.195801
	Iteration 61Q: 3 clusters Score -5113032 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -5113145.000000 Penalty: 5212.195801
	Iteration 62Q: 3 clusters Score -5113145 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -5113249.500000 Penalty: 5212.195801
	Iteration 63Q: 3 clusters Score -5113250 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5113326.000000 Penalty: 5212.195801
	Iteration 64Q: 3 clusters Score -5113326 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -5113429.000000 Penalty: 5212.195801
	Iteration 65Q: 3 clusters Score -5113429 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5113528.500000 Penalty: 5212.195801
	Iteration 66Q: 3 clusters Score -5113528 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5113636.500000 Penalty: 5212.195801
	Iteration 67Q: 3 clusters Score -5113636 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -5113734.000000 Penalty: 5212.195801
	Iteration 68Q: 3 clusters Score -5113734 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -5113857.000000 Penalty: 5212.195801
	Iteration 69Q: 3 clusters Score -5113857 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -5113961.500000 Penalty: 5212.195801
	Iteration 70Q: 3 clusters Score -5113962 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -5114099.500000 Penalty: 5212.195801
	Iteration 71Q: 3 clusters Score -5114100 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -5114298.500000 Penalty: 5212.195801
	Iteration 72Q: 3 clusters Score -5114298 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -5114473.500000 Penalty: 5212.195801
	Iteration 73Q: 3 clusters Score -5114474 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -5114700.500000 Penalty: 5212.195801
	Iteration 74Q: 3 clusters Score -5114700 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -5114877.500000 Penalty: 5212.195801
	Iteration 75Q: 3 clusters Score -5114878 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -5115068.500000 Penalty: 5212.195801
	Iteration 76Q: 3 clusters Score -5115068 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -5115220.500000 Penalty: 5212.195801
	Iteration 77Q: 3 clusters Score -5115220 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5115374.500000 Penalty: 5212.195801
	Iteration 78Q: 3 clusters Score -5115374 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -5115507.000000 Penalty: 5212.195801
	Iteration 79Q: 3 clusters Score -5115507 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -5115619.500000 Penalty: 5212.195801
	Iteration 80F: 3 clusters Score -5115620 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -5115719.000000 Penalty: 5212.195801
	Iteration 81Q: 3 clusters Score -5115719 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5115783.500000 Penalty: 5212.195801
	Iteration 82Q: 3 clusters Score -5115784 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -5115832.500000 Penalty: 5212.195801
	Iteration 83Q: 3 clusters Score -5115832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -5115870.000000 Penalty: 5212.195801
	Iteration 84Q: 3 clusters Score -5115870 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5115899.000000 Penalty: 5212.195801
	Iteration 85Q: 3 clusters Score -5115899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5115918.500000 Penalty: 5212.195801
	Iteration 86Q: 3 clusters Score -5115918 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5115930.000000 Penalty: 5212.195801
	Iteration 87Q: 3 clusters Score -5115930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5115932.500000 Penalty: 5212.195801
	Iteration 88Q: 3 clusters Score -5115932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5115951.500000 Penalty: 5212.195801
	Iteration 89Q: 3 clusters Score -5115952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -5115967.500000 Penalty: 5212.195801
	Iteration 90Q: 3 clusters Score -5115968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5115969.500000 Penalty: 5212.195801
	Iteration 91Q: 3 clusters Score -5115970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5115967.500000 Penalty: 5212.195801
	Iteration 92Q: 3 clusters Score -5115968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5115985.500000 Penalty: 5212.195801
	Iteration 93Q: 3 clusters Score -5115986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5115990.000000 Penalty: 5212.195801
	Iteration 94Q: 3 clusters Score -5115990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5115988.500000 Penalty: 5212.195801
	Iteration 95Q: 3 clusters Score -5115988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -5115993.000000 Penalty: 5212.195801
	Iteration 96Q: 3 clusters Score -5115993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5115994.500000 Penalty: 5212.195801
	Iteration 97Q: 3 clusters Score -5115994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5115993.000000 Penalty: 5212.195801
	Iteration 98Q: 3 clusters Score -5115993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -5115991.000000 Penalty: 5212.195801
	Iteration 99Q: 3 clusters Score -5115991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5115991.500000 Penalty: 5212.195801
	Iteration 100F: 3 clusters Score -5115992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5115992.000000 Penalty: 5212.195801
	Iteration 101Q: 3 clusters Score -5115992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5115990.000000 Penalty: 5212.195801
	Iteration 102Q: 3 clusters Score -5115990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5115992.000000 Penalty: 5212.195801
	Iteration 103Q: 3 clusters Score -5115992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5115990.500000 Penalty: 5212.195801
	Iteration 104Q: 3 clusters Score -5115990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5115987.000000 Penalty: 5212.195801
	Iteration 105Q: 3 clusters Score -5115987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5115989.500000 Penalty: 5212.195801
	Iteration 106Q: 3 clusters Score -5115990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5115989.500000 Penalty: 5212.195801
	Iteration 107Q: 3 clusters Score -5115990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5115990.500000 Penalty: 5212.195801
	Iteration 108Q: 3 clusters Score -5115990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5115999.000000 Penalty: 5212.195801
	Iteration 109Q: 3 clusters Score -5115999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5116006.500000 Penalty: 5212.195801
	Iteration 110Q: 3 clusters Score -5116006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5116005.500000 Penalty: 5212.195801
	Iteration 111Q: 3 clusters Score -5116006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5116002.500000 Penalty: 5212.195801
	Iteration 112Q: 3 clusters Score -5116002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5116002.500000 Penalty: 5212.195801
	Iteration 113F: 3 clusters Score -5116002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -635861.875000 Penalty: 2113.944824
	Iteration 0F: 2 clusters Score -635861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -631329.062500 Penalty: 4227.889648
	Iteration 0F: 3 clusters Score -631329.1 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -632557.812500 Penalty: 4227.889648
	Iteration 1F: 3 clusters Score -632557.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -632917.687500 Penalty: 4227.889648
	Iteration 2F: 3 clusters Score -632917.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -633218.937500 Penalty: 4227.889648
	Iteration 3F: 3 clusters Score -633218.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -633466.000000 Penalty: 4227.889648
	Iteration 4F: 3 clusters Score -633466 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -633722.500000 Penalty: 4227.889648
	Iteration 5F: 3 clusters Score -633722.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -633939.125000 Penalty: 4227.889648
	Iteration 6Q: 3 clusters Score -633939.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -634139.937500 Penalty: 4227.889648
	Iteration 7Q: 3 clusters Score -634139.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -634278.875000 Penalty: 4227.889648
	Iteration 8Q: 3 clusters Score -634278.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -634358.000000 Penalty: 4227.889648
	Iteration 9Q: 3 clusters Score -634358 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -634419.687500 Penalty: 4227.889648
	Iteration 10Q: 3 clusters Score -634419.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -634472.437500 Penalty: 4227.889648
	Iteration 11Q: 3 clusters Score -634472.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -634508.187500 Penalty: 4227.889648
	Iteration 12Q: 3 clusters Score -634508.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -634530.937500 Penalty: 4227.889648
	Iteration 13Q: 3 clusters Score -634530.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -634558.062500 Penalty: 4227.889648
	Iteration 14Q: 3 clusters Score -634558.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -634587.000000 Penalty: 4227.889648
	Iteration 15Q: 3 clusters Score -634587 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -634619.875000 Penalty: 4227.889648
	Iteration 16Q: 3 clusters Score -634619.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -634647.937500 Penalty: 4227.889648
	Iteration 17Q: 3 clusters Score -634647.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -634673.187500 Penalty: 4227.889648
	Iteration 18Q: 3 clusters Score -634673.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -634697.500000 Penalty: 4227.889648
	Iteration 19Q: 3 clusters Score -634697.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -634715.500000 Penalty: 4227.889648
	Iteration 20F: 3 clusters Score -634715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -634729.187500 Penalty: 4227.889648
	Iteration 21Q: 3 clusters Score -634729.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -634747.000000 Penalty: 4227.889648
	Iteration 22Q: 3 clusters Score -634747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -634771.312500 Penalty: 4227.889648
	Iteration 23Q: 3 clusters Score -634771.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -634792.312500 Penalty: 4227.889648
	Iteration 24Q: 3 clusters Score -634792.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -634812.250000 Penalty: 4227.889648
	Iteration 25Q: 3 clusters Score -634812.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -634829.875000 Penalty: 4227.889648
	Iteration 26Q: 3 clusters Score -634829.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -634844.375000 Penalty: 4227.889648
	Iteration 27Q: 3 clusters Score -634844.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -634860.687500 Penalty: 4227.889648
	Iteration 28Q: 3 clusters Score -634860.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -634878.437500 Penalty: 4227.889648
	Iteration 29Q: 3 clusters Score -634878.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -634890.500000 Penalty: 4227.889648
	Iteration 30Q: 3 clusters Score -634890.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -634899.750000 Penalty: 4227.889648
	Iteration 31Q: 3 clusters Score -634899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -634906.812500 Penalty: 4227.889648
	Iteration 32Q: 3 clusters Score -634906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -634912.687500 Penalty: 4227.889648
	Iteration 33Q: 3 clusters Score -634912.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -634920.375000 Penalty: 4227.889648
	Iteration 34Q: 3 clusters Score -634920.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -634925.062500 Penalty: 4227.889648
	Iteration 35Q: 3 clusters Score -634925.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -634931.125000 Penalty: 4227.889648
	Iteration 36Q: 3 clusters Score -634931.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -634939.312500 Penalty: 4227.889648
	Iteration 37Q: 3 clusters Score -634939.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -634947.812500 Penalty: 4227.889648
	Iteration 38Q: 3 clusters Score -634947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -634950.000000 Penalty: 4227.889648
	Iteration 39Q: 3 clusters Score -634950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -634956.187500 Penalty: 4227.889648
	Iteration 40F: 3 clusters Score -634956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -634959.250000 Penalty: 4227.889648
	Iteration 41Q: 3 clusters Score -634959.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -634962.250000 Penalty: 4227.889648
	Iteration 42Q: 3 clusters Score -634962.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -634966.125000 Penalty: 4227.889648
	Iteration 43Q: 3 clusters Score -634966.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -634969.812500 Penalty: 4227.889648
	Iteration 44Q: 3 clusters Score -634969.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -634976.187500 Penalty: 4227.889648
	Iteration 45Q: 3 clusters Score -634976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -634981.125000 Penalty: 4227.889648
	Iteration 46Q: 3 clusters Score -634981.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -634988.500000 Penalty: 4227.889648
	Iteration 47Q: 3 clusters Score -634988.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -634995.562500 Penalty: 4227.889648
	Iteration 48Q: 3 clusters Score -634995.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -634998.187500 Penalty: 4227.889648
	Iteration 49Q: 3 clusters Score -634998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -635001.562500 Penalty: 4227.889648
	Iteration 50Q: 3 clusters Score -635001.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -635004.937500 Penalty: 4227.889648
	Iteration 51Q: 3 clusters Score -635004.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -635007.812500 Penalty: 4227.889648
	Iteration 52Q: 3 clusters Score -635007.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -635008.875000 Penalty: 4227.889648
	Iteration 53Q: 3 clusters Score -635008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -635011.437500 Penalty: 4227.889648
	Iteration 54Q: 3 clusters Score -635011.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -635013.250000 Penalty: 4227.889648
	Iteration 55Q: 3 clusters Score -635013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -635018.125000 Penalty: 4227.889648
	Iteration 56Q: 3 clusters Score -635018.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -635018.625000 Penalty: 4227.889648
	Iteration 57Q: 3 clusters Score -635018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -635020.562500 Penalty: 4227.889648
	Iteration 58Q: 3 clusters Score -635020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -635021.687500 Penalty: 4227.889648
	Iteration 59Q: 3 clusters Score -635021.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -635024.375000 Penalty: 4227.889648
	Iteration 60F: 3 clusters Score -635024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -635024.312500 Penalty: 4227.889648
	Iteration 61Q: 3 clusters Score -635024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -635026.312500 Penalty: 4227.889648
	Iteration 62Q: 3 clusters Score -635026.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -635028.500000 Penalty: 4227.889648
	Iteration 63Q: 3 clusters Score -635028.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -635030.000000 Penalty: 4227.889648
	Iteration 64Q: 3 clusters Score -635030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -635030.562500 Penalty: 4227.889648
	Iteration 65Q: 3 clusters Score -635030.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -635031.812500 Penalty: 4227.889648
	Iteration 66Q: 3 clusters Score -635031.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -635034.062500 Penalty: 4227.889648
	Iteration 67Q: 3 clusters Score -635034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -635035.812500 Penalty: 4227.889648
	Iteration 68Q: 3 clusters Score -635035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -635039.562500 Penalty: 4227.889648
	Iteration 69Q: 3 clusters Score -635039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -635040.312500 Penalty: 4227.889648
	Iteration 70Q: 3 clusters Score -635040.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -635041.250000 Penalty: 4227.889648
	Iteration 71Q: 3 clusters Score -635041.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -635043.312500 Penalty: 4227.889648
	Iteration 72Q: 3 clusters Score -635043.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -635043.562500 Penalty: 4227.889648
	Iteration 73Q: 3 clusters Score -635043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -635044.750000 Penalty: 4227.889648
	Iteration 74Q: 3 clusters Score -635044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -635044.750000 Penalty: 4227.889648
	Iteration 75Q: 3 clusters Score -635044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -635046.500000 Penalty: 4227.889648
	Iteration 76Q: 3 clusters Score -635046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -635047.750000 Penalty: 4227.889648
	Iteration 77Q: 3 clusters Score -635047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -635048.687500 Penalty: 4227.889648
	Iteration 78Q: 3 clusters Score -635048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -635047.812500 Penalty: 4227.889648
	Iteration 79Q: 3 clusters Score -635047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -635047.812500 Penalty: 4227.889648
	Iteration 80F: 3 clusters Score -635047.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Entering Unmasked Estep 
Score: -11670892.000000 Penalty: 2794.298340
	Iteration 0F: 2 clusters Score -1.167089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -11618426.000000 Penalty: 5588.596680
	Iteration 0F: 3 clusters Score -1.161843e+07 nChanged 36740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -11639388.000000 Penalty: 5588.596680
	Iteration 1F: 3 clusters Score -1.163939e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -11639972.000000 Penalty: 5588.596680
	Iteration 2Q: 3 clusters Score -1.163997e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -11640380.000000 Penalty: 5588.596680
	Iteration 3Q: 3 clusters Score -1.164038e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -11640816.000000 Penalty: 5588.596680
	Iteration 4Q: 3 clusters Score -1.164082e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -11641307.000000 Penalty: 5588.596680
	Iteration 5Q: 3 clusters Score -1.164131e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -11641974.000000 Penalty: 5588.596680
	Iteration 6Q: 3 clusters Score -1.164197e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -11642846.000000 Penalty: 5588.596680
	Iteration 7Q: 3 clusters Score -1.164285e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -11644196.000000 Penalty: 5588.596680
	Iteration 8Q: 3 clusters Score -1.16442e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -11646356.000000 Penalty: 5588.596680
	Iteration 9F: 3 clusters Score -1.164636e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -11649918.000000 Penalty: 5588.596680
	Iteration 10F: 3 clusters Score -1.164992e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62033 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -11654803.000000 Penalty: 5588.596680
	Iteration 11F: 3 clusters Score -1.16548e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -11659743.000000 Penalty: 5588.596680
	Iteration 12F: 3 clusters Score -1.165974e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -11663664.000000 Penalty: 5588.596680
	Iteration 13F: 3 clusters Score -1.166366e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -11665959.000000 Penalty: 5588.596680
	Iteration 14Q: 3 clusters Score -1.166596e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -11667143.000000 Penalty: 5588.596680
	Iteration 15Q: 3 clusters Score -1.166714e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11667678.000000 Penalty: 5588.596680
	Iteration 16Q: 3 clusters Score -1.166768e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -11668061.000000 Penalty: 5588.596680
	Iteration 17Q: 3 clusters Score -1.166806e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11668249.000000 Penalty: 5588.596680
	Iteration 18Q: 3 clusters Score -1.166825e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11668406.000000 Penalty: 5588.596680
	Iteration 19Q: 3 clusters Score -1.166841e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11668522.000000 Penalty: 5588.596680
	Iteration 20F: 3 clusters Score -1.166852e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77138 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11668600.000000 Penalty: 5588.596680
	Iteration 21Q: 3 clusters Score -1.16686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -11668632.000000 Penalty: 5588.596680
	Iteration 22Q: 3 clusters Score -1.166863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11668647.000000 Penalty: 5588.596680
	Iteration 23Q: 3 clusters Score -1.166865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11668671.000000 Penalty: 5588.596680
	Iteration 24Q: 3 clusters Score -1.166867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -11668687.000000 Penalty: 5588.596680
	Iteration 25Q: 3 clusters Score -1.166869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11668702.000000 Penalty: 5588.596680
	Iteration 26Q: 3 clusters Score -1.16687e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77331 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -11668703.000000 Penalty: 5588.596680
	Iteration 27Q: 3 clusters Score -1.16687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11668707.000000 Penalty: 5588.596680
	Iteration 28Q: 3 clusters Score -1.166871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11668723.000000 Penalty: 5588.596680
	Iteration 29Q: 3 clusters Score -1.166872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11668729.000000 Penalty: 5588.596680
	Iteration 30Q: 3 clusters Score -1.166873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77353 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11668745.000000 Penalty: 5588.596680
	Iteration 31Q: 3 clusters Score -1.166874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11668762.000000 Penalty: 5588.596680
	Iteration 32Q: 3 clusters Score -1.166876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77359 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11668761.000000 Penalty: 5588.596680
	Iteration 33Q: 3 clusters Score -1.166876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11668748.000000 Penalty: 5588.596680
	Iteration 34Q: 3 clusters Score -1.166875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -11668766.000000 Penalty: 5588.596680
	Iteration 35Q: 3 clusters Score -1.166877e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -11668762.000000 Penalty: 5588.596680
	Iteration 36Q: 3 clusters Score -1.166876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11668767.000000 Penalty: 5588.596680
	Iteration 37Q: 3 clusters Score -1.166877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -11668763.000000 Penalty: 5588.596680
	Iteration 38Q: 3 clusters Score -1.166876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11668765.000000 Penalty: 5588.596680
	Iteration 39Q: 3 clusters Score -1.166876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11668763.000000 Penalty: 5588.596680
	Iteration 40F: 3 clusters Score -1.166876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11668767.000000 Penalty: 5588.596680
	Iteration 41Q: 3 clusters Score -1.166877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11668770.000000 Penalty: 5588.596680
	Iteration 42Q: 3 clusters Score -1.166877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11668768.000000 Penalty: 5588.596680
	Iteration 43Q: 3 clusters Score -1.166877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11668768.000000 Penalty: 5588.596680
	Iteration 44F: 3 clusters Score -1.166877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Entering Unmasked Estep 
Score: -1548753.500000 Penalty: 2295.341553
	Iteration 0F: 2 clusters Score -1548754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1540732.875000 Penalty: 4590.683105
	Iteration 0F: 3 clusters Score -1540733 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1543135.875000 Penalty: 4590.683105
	Iteration 1F: 3 clusters Score -1543136 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1543466.000000 Penalty: 4590.683105
	Iteration 2F: 3 clusters Score -1543466 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1543722.500000 Penalty: 4590.683105
	Iteration 3F: 3 clusters Score -1543722 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1543970.750000 Penalty: 4590.683105
	Iteration 4Q: 3 clusters Score -1543971 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1544229.875000 Penalty: 4590.683105
	Iteration 5Q: 3 clusters Score -1544230 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1544493.125000 Penalty: 4590.683105
	Iteration 6Q: 3 clusters Score -1544493 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1544803.000000 Penalty: 4590.683105
	Iteration 7Q: 3 clusters Score -1544803 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1545091.375000 Penalty: 4590.683105
	Iteration 8Q: 3 clusters Score -1545091 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1545364.000000 Penalty: 4590.683105
	Iteration 9Q: 3 clusters Score -1545364 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1545588.500000 Penalty: 4590.683105
	Iteration 10Q: 3 clusters Score -1545588 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1545761.625000 Penalty: 4590.683105
	Iteration 11Q: 3 clusters Score -1545762 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1545906.625000 Penalty: 4590.683105
	Iteration 12Q: 3 clusters Score -1545907 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1546050.750000 Penalty: 4590.683105
	Iteration 13Q: 3 clusters Score -1546051 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1546176.000000 Penalty: 4590.683105
	Iteration 14Q: 3 clusters Score -1546176 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1546276.625000 Penalty: 4590.683105
	Iteration 15Q: 3 clusters Score -1546277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1546384.375000 Penalty: 4590.683105
	Iteration 16Q: 3 clusters Score -1546384 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1546496.250000 Penalty: 4590.683105
	Iteration 17Q: 3 clusters Score -1546496 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1546586.750000 Penalty: 4590.683105
	Iteration 18Q: 3 clusters Score -1546587 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1546660.375000 Penalty: 4590.683105
	Iteration 19Q: 3 clusters Score -1546660 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1546712.250000 Penalty: 4590.683105
	Iteration 20F: 3 clusters Score -1546712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1546763.250000 Penalty: 4590.683105
	Iteration 21Q: 3 clusters Score -1546763 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1546805.000000 Penalty: 4590.683105
	Iteration 22Q: 3 clusters Score -1546805 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1546850.375000 Penalty: 4590.683105
	Iteration 23Q: 3 clusters Score -1546850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1546882.750000 Penalty: 4590.683105
	Iteration 24Q: 3 clusters Score -1546883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1546917.500000 Penalty: 4590.683105
	Iteration 25Q: 3 clusters Score -1546918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1546952.000000 Penalty: 4590.683105
	Iteration 26Q: 3 clusters Score -1546952 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1546979.500000 Penalty: 4590.683105
	Iteration 27Q: 3 clusters Score -1546980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1547017.625000 Penalty: 4590.683105
	Iteration 28Q: 3 clusters Score -1547018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1547065.875000 Penalty: 4590.683105
	Iteration 29Q: 3 clusters Score -1547066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1547138.500000 Penalty: 4590.683105
	Iteration 30Q: 3 clusters Score -1547138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1547260.750000 Penalty: 4590.683105
	Iteration 31Q: 3 clusters Score -1547261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1547452.000000 Penalty: 4590.683105
	Iteration 32Q: 3 clusters Score -1547452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1547704.875000 Penalty: 4590.683105
	Iteration 33Q: 3 clusters Score -1547705 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1547836.375000 Penalty: 4590.683105
	Iteration 34Q: 3 clusters Score -1547836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1547893.250000 Penalty: 4590.683105
	Iteration 35Q: 3 clusters Score -1547893 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1547931.250000 Penalty: 4590.683105
	Iteration 36Q: 3 clusters Score -1547931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1547972.375000 Penalty: 4590.683105
	Iteration 37Q: 3 clusters Score -1547972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1548012.875000 Penalty: 4590.683105
	Iteration 38Q: 3 clusters Score -1548013 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1548077.375000 Penalty: 4590.683105
	Iteration 39Q: 3 clusters Score -1548077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1548150.500000 Penalty: 4590.683105
	Iteration 40F: 3 clusters Score -1548150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1548240.625000 Penalty: 4590.683105
	Iteration 41Q: 3 clusters Score -1548241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1548366.875000 Penalty: 4590.683105
	Iteration 42Q: 3 clusters Score -1548367 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1548507.625000 Penalty: 4590.683105
	Iteration 43Q: 3 clusters Score -1548508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1548624.875000 Penalty: 4590.683105
	Iteration 44Q: 3 clusters Score -1548625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1548740.625000 Penalty: 4590.683105
	Iteration 45Q: 3 clusters Score -1548741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1548811.000000 Penalty: 4590.683105
	Iteration 46Q: 3 clusters Score -1548811 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1548848.000000 Penalty: 4590.683105
	Iteration 47Q: 3 clusters Score -1548848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1548872.750000 Penalty: 4590.683105
	Iteration 48Q: 3 clusters Score -1548873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1548877.500000 Penalty: 4590.683105
	Iteration 49Q: 3 clusters Score -1548878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1548883.125000 Penalty: 4590.683105
	Iteration 50Q: 3 clusters Score -1548883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1548886.625000 Penalty: 4590.683105
	Iteration 51Q: 3 clusters Score -1548887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1548889.250000 Penalty: 4590.683105
	Iteration 52Q: 3 clusters Score -1548889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1548886.875000 Penalty: 4590.683105
	Iteration 53Q: 3 clusters Score -1548887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1548891.375000 Penalty: 4590.683105
	Iteration 54Q: 3 clusters Score -1548891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1548894.125000 Penalty: 4590.683105
	Iteration 55Q: 3 clusters Score -1548894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1548893.750000 Penalty: 4590.683105
	Iteration 56Q: 3 clusters Score -1548894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1548894.625000 Penalty: 4590.683105
	Iteration 57Q: 3 clusters Score -1548895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1548894.750000 Penalty: 4590.683105
	Iteration 58Q: 3 clusters Score -1548895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1548894.500000 Penalty: 4590.683105
	Iteration 59Q: 3 clusters Score -1548894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1548901.500000 Penalty: 4590.683105
	Iteration 60F: 3 clusters Score -1548902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1548904.500000 Penalty: 4590.683105
	Iteration 61Q: 3 clusters Score -1548904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1548905.500000 Penalty: 4590.683105
	Iteration 62Q: 3 clusters Score -1548906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1548909.125000 Penalty: 4590.683105
	Iteration 63Q: 3 clusters Score -1548909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1548910.625000 Penalty: 4590.683105
	Iteration 64Q: 3 clusters Score -1548911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1548913.125000 Penalty: 4590.683105
	Iteration 65Q: 3 clusters Score -1548913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1548913.125000 Penalty: 4590.683105
	Iteration 66F: 3 clusters Score -1548913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 70898 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10931 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91299 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78224 members 
Mstep: Class 25 contains 2882 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63984 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 11040 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 9629 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53891 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1930 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25214 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 7579 members 
Entering Unmasked Estep 
Score: -115068928.000000 Penalty: 175334.546875
Splitting cluster 25 changes total score from -115069752.000000 to -115068928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Entering Unmasked Estep 
Score: -654161.937500 Penalty: 2078.637451
	Iteration 0F: 2 clusters Score -654161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -650066.750000 Penalty: 4157.274902
	Iteration 0F: 3 clusters Score -650066.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -650966.000000 Penalty: 4157.274902
	Iteration 1F: 3 clusters Score -650966 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -651166.250000 Penalty: 4157.274902
	Iteration 2F: 3 clusters Score -651166.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -651284.625000 Penalty: 4157.274902
	Iteration 3Q: 3 clusters Score -651284.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -651357.437500 Penalty: 4157.274902
	Iteration 4Q: 3 clusters Score -651357.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -651413.875000 Penalty: 4157.274902
	Iteration 5Q: 3 clusters Score -651413.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -651470.375000 Penalty: 4157.274902
	Iteration 6Q: 3 clusters Score -651470.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -651516.312500 Penalty: 4157.274902
	Iteration 7Q: 3 clusters Score -651516.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -651553.187500 Penalty: 4157.274902
	Iteration 8Q: 3 clusters Score -651553.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -651582.875000 Penalty: 4157.274902
	Iteration 9Q: 3 clusters Score -651582.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -651609.875000 Penalty: 4157.274902
	Iteration 10Q: 3 clusters Score -651609.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -651636.437500 Penalty: 4157.274902
	Iteration 11Q: 3 clusters Score -651636.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -651658.625000 Penalty: 4157.274902
	Iteration 12Q: 3 clusters Score -651658.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -651680.125000 Penalty: 4157.274902
	Iteration 13Q: 3 clusters Score -651680.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -651691.312500 Penalty: 4157.274902
	Iteration 14Q: 3 clusters Score -651691.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -651702.062500 Penalty: 4157.274902
	Iteration 15Q: 3 clusters Score -651702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -651716.250000 Penalty: 4157.274902
	Iteration 16Q: 3 clusters Score -651716.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -651730.750000 Penalty: 4157.274902
	Iteration 17Q: 3 clusters Score -651730.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -651750.125000 Penalty: 4157.274902
	Iteration 18Q: 3 clusters Score -651750.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -651778.750000 Penalty: 4157.274902
	Iteration 19Q: 3 clusters Score -651778.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -651811.687500 Penalty: 4157.274902
	Iteration 20F: 3 clusters Score -651811.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -651843.125000 Penalty: 4157.274902
	Iteration 21Q: 3 clusters Score -651843.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -651865.562500 Penalty: 4157.274902
	Iteration 22Q: 3 clusters Score -651865.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -651890.812500 Penalty: 4157.274902
	Iteration 23Q: 3 clusters Score -651890.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -651915.687500 Penalty: 4157.274902
	Iteration 24Q: 3 clusters Score -651915.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -651951.250000 Penalty: 4157.274902
	Iteration 25Q: 3 clusters Score -651951.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -651989.062500 Penalty: 4157.274902
	Iteration 26Q: 3 clusters Score -651989.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -652027.687500 Penalty: 4157.274902
	Iteration 27Q: 3 clusters Score -652027.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -652068.625000 Penalty: 4157.274902
	Iteration 28Q: 3 clusters Score -652068.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -652110.250000 Penalty: 4157.274902
	Iteration 29Q: 3 clusters Score -652110.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -652150.187500 Penalty: 4157.274902
	Iteration 30Q: 3 clusters Score -652150.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -652182.562500 Penalty: 4157.274902
	Iteration 31Q: 3 clusters Score -652182.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -652218.625000 Penalty: 4157.274902
	Iteration 32Q: 3 clusters Score -652218.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -652246.062500 Penalty: 4157.274902
	Iteration 33Q: 3 clusters Score -652246.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -652266.625000 Penalty: 4157.274902
	Iteration 34Q: 3 clusters Score -652266.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -652280.375000 Penalty: 4157.274902
	Iteration 35Q: 3 clusters Score -652280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -652285.750000 Penalty: 4157.274902
	Iteration 36Q: 3 clusters Score -652285.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -652292.437500 Penalty: 4157.274902
	Iteration 37Q: 3 clusters Score -652292.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -652299.812500 Penalty: 4157.274902
	Iteration 38Q: 3 clusters Score -652299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -652310.187500 Penalty: 4157.274902
	Iteration 39Q: 3 clusters Score -652310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -652319.625000 Penalty: 4157.274902
	Iteration 40F: 3 clusters Score -652319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -652329.375000 Penalty: 4157.274902
	Iteration 41Q: 3 clusters Score -652329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -652339.187500 Penalty: 4157.274902
	Iteration 42Q: 3 clusters Score -652339.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -652346.562500 Penalty: 4157.274902
	Iteration 43Q: 3 clusters Score -652346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -652347.562500 Penalty: 4157.274902
	Iteration 44Q: 3 clusters Score -652347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -652352.875000 Penalty: 4157.274902
	Iteration 45Q: 3 clusters Score -652352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -652355.625000 Penalty: 4157.274902
	Iteration 46Q: 3 clusters Score -652355.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -652357.875000 Penalty: 4157.274902
	Iteration 47Q: 3 clusters Score -652357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -652360.375000 Penalty: 4157.274902
	Iteration 48Q: 3 clusters Score -652360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -652360.250000 Penalty: 4157.274902
	Iteration 49Q: 3 clusters Score -652360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -652362.125000 Penalty: 4157.274902
	Iteration 50Q: 3 clusters Score -652362.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -652362.750000 Penalty: 4157.274902
	Iteration 51Q: 3 clusters Score -652362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -652364.187500 Penalty: 4157.274902
	Iteration 52Q: 3 clusters Score -652364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -652366.437500 Penalty: 4157.274902
	Iteration 53Q: 3 clusters Score -652366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -652366.625000 Penalty: 4157.274902
	Iteration 54Q: 3 clusters Score -652366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -652367.062500 Penalty: 4157.274902
	Iteration 55Q: 3 clusters Score -652367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -652366.437500 Penalty: 4157.274902
	Iteration 56Q: 3 clusters Score -652366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -652366.437500 Penalty: 4157.274902
	Iteration 57F: 3 clusters Score -652366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Entering Unmasked Estep 
Score: -2519234.000000 Penalty: 2414.091553
	Iteration 0F: 2 clusters Score -2519234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2507247.750000 Penalty: 4828.183105
	Iteration 0F: 3 clusters Score -2507248 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2511283.500000 Penalty: 4828.183105
	Iteration 1F: 3 clusters Score -2511284 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2511666.500000 Penalty: 4828.183105
	Iteration 2F: 3 clusters Score -2511666 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2511931.500000 Penalty: 4828.183105
	Iteration 3Q: 3 clusters Score -2511932 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2512153.000000 Penalty: 4828.183105
	Iteration 4Q: 3 clusters Score -2512153 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2512353.500000 Penalty: 4828.183105
	Iteration 5Q: 3 clusters Score -2512354 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2512541.250000 Penalty: 4828.183105
	Iteration 6Q: 3 clusters Score -2512541 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2512748.750000 Penalty: 4828.183105
	Iteration 7Q: 3 clusters Score -2512749 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2512945.750000 Penalty: 4828.183105
	Iteration 8Q: 3 clusters Score -2512946 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2513171.000000 Penalty: 4828.183105
	Iteration 9Q: 3 clusters Score -2513171 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2513370.250000 Penalty: 4828.183105
	Iteration 10Q: 3 clusters Score -2513370 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2513613.500000 Penalty: 4828.183105
	Iteration 11Q: 3 clusters Score -2513614 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2513878.750000 Penalty: 4828.183105
	Iteration 12Q: 3 clusters Score -2513879 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2514158.500000 Penalty: 4828.183105
	Iteration 13Q: 3 clusters Score -2514158 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2514516.750000 Penalty: 4828.183105
	Iteration 14Q: 3 clusters Score -2514517 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -2514881.000000 Penalty: 4828.183105
	Iteration 15Q: 3 clusters Score -2514881 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2515256.500000 Penalty: 4828.183105
	Iteration 16Q: 3 clusters Score -2515256 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2515593.500000 Penalty: 4828.183105
	Iteration 17Q: 3 clusters Score -2515594 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2515903.500000 Penalty: 4828.183105
	Iteration 18Q: 3 clusters Score -2515904 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2516167.500000 Penalty: 4828.183105
	Iteration 19Q: 3 clusters Score -2516168 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2516362.250000 Penalty: 4828.183105
	Iteration 20F: 3 clusters Score -2516362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2516575.500000 Penalty: 4828.183105
	Iteration 21Q: 3 clusters Score -2516576 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2516740.000000 Penalty: 4828.183105
	Iteration 22Q: 3 clusters Score -2516740 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2516845.250000 Penalty: 4828.183105
	Iteration 23Q: 3 clusters Score -2516845 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2516931.250000 Penalty: 4828.183105
	Iteration 24Q: 3 clusters Score -2516931 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2517007.500000 Penalty: 4828.183105
	Iteration 25Q: 3 clusters Score -2517008 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2517070.000000 Penalty: 4828.183105
	Iteration 26Q: 3 clusters Score -2517070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2517107.750000 Penalty: 4828.183105
	Iteration 27Q: 3 clusters Score -2517108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2517155.000000 Penalty: 4828.183105
	Iteration 28Q: 3 clusters Score -2517155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2517188.000000 Penalty: 4828.183105
	Iteration 29Q: 3 clusters Score -2517188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2517220.750000 Penalty: 4828.183105
	Iteration 30Q: 3 clusters Score -2517221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2517246.000000 Penalty: 4828.183105
	Iteration 31Q: 3 clusters Score -2517246 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2517271.500000 Penalty: 4828.183105
	Iteration 32Q: 3 clusters Score -2517272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2517287.250000 Penalty: 4828.183105
	Iteration 33Q: 3 clusters Score -2517287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2517311.750000 Penalty: 4828.183105
	Iteration 34Q: 3 clusters Score -2517312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2517324.000000 Penalty: 4828.183105
	Iteration 35Q: 3 clusters Score -2517324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2517339.750000 Penalty: 4828.183105
	Iteration 36Q: 3 clusters Score -2517340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2517344.250000 Penalty: 4828.183105
	Iteration 37Q: 3 clusters Score -2517344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2517350.500000 Penalty: 4828.183105
	Iteration 38Q: 3 clusters Score -2517350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2517353.750000 Penalty: 4828.183105
	Iteration 39Q: 3 clusters Score -2517354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2517356.500000 Penalty: 4828.183105
	Iteration 40F: 3 clusters Score -2517356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2517362.750000 Penalty: 4828.183105
	Iteration 41Q: 3 clusters Score -2517363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2517364.250000 Penalty: 4828.183105
	Iteration 42Q: 3 clusters Score -2517364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2517367.250000 Penalty: 4828.183105
	Iteration 43Q: 3 clusters Score -2517367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2517370.250000 Penalty: 4828.183105
	Iteration 44Q: 3 clusters Score -2517370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2517368.250000 Penalty: 4828.183105
	Iteration 45Q: 3 clusters Score -2517368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2517368.750000 Penalty: 4828.183105
	Iteration 46Q: 3 clusters Score -2517369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2517371.250000 Penalty: 4828.183105
	Iteration 47Q: 3 clusters Score -2517371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2517365.750000 Penalty: 4828.183105
	Iteration 48Q: 3 clusters Score -2517366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2517369.000000 Penalty: 4828.183105
	Iteration 49Q: 3 clusters Score -2517369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2517367.750000 Penalty: 4828.183105
	Iteration 50Q: 3 clusters Score -2517368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2517374.500000 Penalty: 4828.183105
	Iteration 51Q: 3 clusters Score -2517374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2517377.250000 Penalty: 4828.183105
	Iteration 52Q: 3 clusters Score -2517377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2517381.250000 Penalty: 4828.183105
	Iteration 53Q: 3 clusters Score -2517381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2517383.250000 Penalty: 4828.183105
	Iteration 54Q: 3 clusters Score -2517383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2517382.250000 Penalty: 4828.183105
	Iteration 55Q: 3 clusters Score -2517382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2517384.000000 Penalty: 4828.183105
	Iteration 56Q: 3 clusters Score -2517384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2517385.000000 Penalty: 4828.183105
	Iteration 57Q: 3 clusters Score -2517385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2517385.750000 Penalty: 4828.183105
	Iteration 58Q: 3 clusters Score -2517386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2517385.250000 Penalty: 4828.183105
	Iteration 59Q: 3 clusters Score -2517385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2517385.250000 Penalty: 4828.183105
	Iteration 60F: 3 clusters Score -2517385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2517386.500000 Penalty: 4828.183105
	Iteration 61Q: 3 clusters Score -2517386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2517388.000000 Penalty: 4828.183105
	Iteration 62Q: 3 clusters Score -2517388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2517391.750000 Penalty: 4828.183105
	Iteration 63Q: 3 clusters Score -2517392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2517392.000000 Penalty: 4828.183105
	Iteration 64Q: 3 clusters Score -2517392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2517392.000000 Penalty: 4828.183105
	Iteration 65F: 3 clusters Score -2517392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -1100917.750000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -1100918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1094644.750000 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -1094645 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1096698.000000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -1096698 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1097304.750000 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -1097305 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1097711.625000 Penalty: 4451.473633
	Iteration 3F: 3 clusters Score -1097712 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1098008.625000 Penalty: 4451.473633
	Iteration 4F: 3 clusters Score -1098009 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1098260.500000 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -1098260 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1098465.375000 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -1098465 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1098652.625000 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -1098653 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1098804.375000 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -1098804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1098920.875000 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -1098921 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1099022.000000 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -1099022 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1099104.750000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -1099105 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1099164.625000 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -1099165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1099207.125000 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -1099207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1099249.625000 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -1099250 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1099305.125000 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -1099305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1099347.125000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -1099347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1099392.500000 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -1099392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1099449.250000 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -1099449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1099512.250000 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -1099512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1099566.000000 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -1099566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1099613.000000 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -1099613 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1099653.125000 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -1099653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1099693.625000 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -1099694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1099730.125000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -1099730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1099763.500000 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -1099764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1099800.500000 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -1099800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1099836.250000 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -1099836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1099872.625000 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -1099873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1099908.250000 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -1099908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1099947.500000 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -1099948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1099974.875000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -1099975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1100008.500000 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -1100008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1100036.000000 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -1100036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1100052.625000 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -1100053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1100080.625000 Penalty: 4451.473633
	Iteration 35Q: 3 clusters Score -1100081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1100094.250000 Penalty: 4451.473633
	Iteration 36Q: 3 clusters Score -1100094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1100106.500000 Penalty: 4451.473633
	Iteration 37Q: 3 clusters Score -1100106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1100117.750000 Penalty: 4451.473633
	Iteration 38Q: 3 clusters Score -1100118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1100124.250000 Penalty: 4451.473633
	Iteration 39Q: 3 clusters Score -1100124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1100130.875000 Penalty: 4451.473633
	Iteration 40F: 3 clusters Score -1100131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1100136.625000 Penalty: 4451.473633
	Iteration 41Q: 3 clusters Score -1100137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1100144.250000 Penalty: 4451.473633
	Iteration 42Q: 3 clusters Score -1100144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1100148.375000 Penalty: 4451.473633
	Iteration 43Q: 3 clusters Score -1100148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1100151.375000 Penalty: 4451.473633
	Iteration 44Q: 3 clusters Score -1100151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1100153.750000 Penalty: 4451.473633
	Iteration 45Q: 3 clusters Score -1100154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1100155.375000 Penalty: 4451.473633
	Iteration 46Q: 3 clusters Score -1100155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1100155.625000 Penalty: 4451.473633
	Iteration 47Q: 3 clusters Score -1100156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1100156.500000 Penalty: 4451.473633
	Iteration 48Q: 3 clusters Score -1100156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1100157.375000 Penalty: 4451.473633
	Iteration 49Q: 3 clusters Score -1100157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1100157.125000 Penalty: 4451.473633
	Iteration 50Q: 3 clusters Score -1100157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1100157.125000 Penalty: 4451.473633
	Iteration 51F: 3 clusters Score -1100157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -29659.873047 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -29659.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28504.681641 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -28504.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28596.849609 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -28596.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28640.013672 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -28640.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28645.525391 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -28645.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28654.910156 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -28654.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28654.910156 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -28654.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Entering Unmasked Estep 
Score: -9583965.000000 Penalty: 2744.464355
	Iteration 0F: 2 clusters Score -9583965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -9540999.000000 Penalty: 5488.928711
	Iteration 0F: 3 clusters Score -9540999 nChanged 29788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -9557638.000000 Penalty: 5488.928711
	Iteration 1F: 3 clusters Score -9557638 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -9558299.000000 Penalty: 5488.928711
	Iteration 2Q: 3 clusters Score -9558299 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -9558964.000000 Penalty: 5488.928711
	Iteration 3Q: 3 clusters Score -9558964 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -9559730.000000 Penalty: 5488.928711
	Iteration 4Q: 3 clusters Score -9559730 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -9560732.000000 Penalty: 5488.928711
	Iteration 5Q: 3 clusters Score -9560732 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -9561948.000000 Penalty: 5488.928711
	Iteration 6Q: 3 clusters Score -9561948 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9563389.000000 Penalty: 5488.928711
	Iteration 7F: 3 clusters Score -9563389 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -9565077.000000 Penalty: 5488.928711
	Iteration 8F: 3 clusters Score -9565077 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -9566967.000000 Penalty: 5488.928711
	Iteration 9F: 3 clusters Score -9566967 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -9568593.000000 Penalty: 5488.928711
	Iteration 10F: 3 clusters Score -9568593 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -9569883.000000 Penalty: 5488.928711
	Iteration 11Q: 3 clusters Score -9569883 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -9571094.000000 Penalty: 5488.928711
	Iteration 12Q: 3 clusters Score -9571094 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -9572479.000000 Penalty: 5488.928711
	Iteration 13Q: 3 clusters Score -9572479 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9573963.000000 Penalty: 5488.928711
	Iteration 14Q: 3 clusters Score -9573963 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -9575437.000000 Penalty: 5488.928711
	Iteration 15Q: 3 clusters Score -9575437 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -9576936.000000 Penalty: 5488.928711
	Iteration 16Q: 3 clusters Score -9576936 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -9578339.000000 Penalty: 5488.928711
	Iteration 17Q: 3 clusters Score -9578339 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -9579532.000000 Penalty: 5488.928711
	Iteration 18Q: 3 clusters Score -9579532 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -9580300.000000 Penalty: 5488.928711
	Iteration 19Q: 3 clusters Score -9580300 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -9580700.000000 Penalty: 5488.928711
	Iteration 20F: 3 clusters Score -9580700 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -9580983.000000 Penalty: 5488.928711
	Iteration 21Q: 3 clusters Score -9580983 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -9581260.000000 Penalty: 5488.928711
	Iteration 22Q: 3 clusters Score -9581260 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -9581498.000000 Penalty: 5488.928711
	Iteration 23Q: 3 clusters Score -9581498 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -9581690.000000 Penalty: 5488.928711
	Iteration 24Q: 3 clusters Score -9581690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -9581790.000000 Penalty: 5488.928711
	Iteration 25Q: 3 clusters Score -9581790 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -9581891.000000 Penalty: 5488.928711
	Iteration 26Q: 3 clusters Score -9581891 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -9581957.000000 Penalty: 5488.928711
	Iteration 27Q: 3 clusters Score -9581957 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -9582030.000000 Penalty: 5488.928711
	Iteration 28Q: 3 clusters Score -9582030 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -9582095.000000 Penalty: 5488.928711
	Iteration 29Q: 3 clusters Score -9582095 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -9582176.000000 Penalty: 5488.928711
	Iteration 30Q: 3 clusters Score -9582176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -9582235.000000 Penalty: 5488.928711
	Iteration 31Q: 3 clusters Score -9582235 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -9582269.000000 Penalty: 5488.928711
	Iteration 32Q: 3 clusters Score -9582269 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -9582297.000000 Penalty: 5488.928711
	Iteration 33Q: 3 clusters Score -9582297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -9582326.000000 Penalty: 5488.928711
	Iteration 34Q: 3 clusters Score -9582326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -9582348.000000 Penalty: 5488.928711
	Iteration 35Q: 3 clusters Score -9582348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -9582357.000000 Penalty: 5488.928711
	Iteration 36Q: 3 clusters Score -9582357 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -9582372.000000 Penalty: 5488.928711
	Iteration 37Q: 3 clusters Score -9582372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 61803 members 
Entering Unmasked Estep 
Score: -9582394.000000 Penalty: 5488.928711
	Iteration 38Q: 3 clusters Score -9582394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -9582427.000000 Penalty: 5488.928711
	Iteration 39Q: 3 clusters Score -9582427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -9582435.000000 Penalty: 5488.928711
	Iteration 40F: 3 clusters Score -9582435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -9582449.000000 Penalty: 5488.928711
	Iteration 41Q: 3 clusters Score -9582449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 61900 members 
Entering Unmasked Estep 
Score: -9582460.000000 Penalty: 5488.928711
	Iteration 42Q: 3 clusters Score -9582460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -9582468.000000 Penalty: 5488.928711
	Iteration 43Q: 3 clusters Score -9582468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -9582468.000000 Penalty: 5488.928711
	Iteration 44Q: 3 clusters Score -9582468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -9582469.000000 Penalty: 5488.928711
	Iteration 45Q: 3 clusters Score -9582469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -9582472.000000 Penalty: 5488.928711
	Iteration 46Q: 3 clusters Score -9582472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 61964 members 
Entering Unmasked Estep 
Score: -9582475.000000 Penalty: 5488.928711
	Iteration 47Q: 3 clusters Score -9582475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -9582470.000000 Penalty: 5488.928711
	Iteration 48Q: 3 clusters Score -9582470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -9582472.000000 Penalty: 5488.928711
	Iteration 49Q: 3 clusters Score -9582472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -9582478.000000 Penalty: 5488.928711
	Iteration 50Q: 3 clusters Score -9582478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -9582474.000000 Penalty: 5488.928711
	Iteration 51Q: 3 clusters Score -9582474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -9582481.000000 Penalty: 5488.928711
	Iteration 52Q: 3 clusters Score -9582481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
Score: -9582491.000000 Penalty: 5488.928711
	Iteration 53Q: 3 clusters Score -9582491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -9582496.000000 Penalty: 5488.928711
	Iteration 54Q: 3 clusters Score -9582496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -9582495.000000 Penalty: 5488.928711
	Iteration 55Q: 3 clusters Score -9582495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 61998 members 
Entering Unmasked Estep 
Score: -9582495.000000 Penalty: 5488.928711
	Iteration 56Q: 3 clusters Score -9582495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -9582487.000000 Penalty: 5488.928711
	Iteration 57Q: 3 clusters Score -9582487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -9582485.000000 Penalty: 5488.928711
	Iteration 58Q: 3 clusters Score -9582485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -9582493.000000 Penalty: 5488.928711
	Iteration 59Q: 3 clusters Score -9582493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -9582490.000000 Penalty: 5488.928711
	Iteration 60F: 3 clusters Score -9582490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 62006 members 
Entering Unmasked Estep 
Score: -9582490.000000 Penalty: 5488.928711
	Iteration 61Q: 3 clusters Score -9582490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 62008 members 
Entering Unmasked Estep 
Score: -9582495.000000 Penalty: 5488.928711
	Iteration 62Q: 3 clusters Score -9582495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -9582494.000000 Penalty: 5488.928711
	Iteration 63Q: 3 clusters Score -9582494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -9582497.000000 Penalty: 5488.928711
	Iteration 64Q: 3 clusters Score -9582497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -9582499.000000 Penalty: 5488.928711
	Iteration 65Q: 3 clusters Score -9582499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -9582497.000000 Penalty: 5488.928711
	Iteration 66Q: 3 clusters Score -9582497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -9582493.000000 Penalty: 5488.928711
	Iteration 67Q: 3 clusters Score -9582493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 62017 members 
Entering Unmasked Estep 
Score: -9582501.000000 Penalty: 5488.928711
	Iteration 68Q: 3 clusters Score -9582501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -9582494.000000 Penalty: 5488.928711
	Iteration 69Q: 3 clusters Score -9582494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
Score: -9582498.000000 Penalty: 5488.928711
	Iteration 70Q: 3 clusters Score -9582498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -9582501.000000 Penalty: 5488.928711
	Iteration 71Q: 3 clusters Score -9582501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -9582496.000000 Penalty: 5488.928711
	Iteration 72Q: 3 clusters Score -9582496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9582505.000000 Penalty: 5488.928711
	Iteration 73Q: 3 clusters Score -9582505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 62037 members 
Entering Unmasked Estep 
Score: -9582502.000000 Penalty: 5488.928711
	Iteration 74Q: 3 clusters Score -9582502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -9582502.000000 Penalty: 5488.928711
	Iteration 75Q: 3 clusters Score -9582502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -9582502.000000 Penalty: 5488.928711
	Iteration 76Q: 3 clusters Score -9582502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -9582502.000000 Penalty: 5488.928711
	Iteration 77F: 3 clusters Score -9582502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -2138382.000000 Penalty: 2375.575684
	Iteration 0F: 2 clusters Score -2138382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2127893.500000 Penalty: 4751.151367
	Iteration 0F: 3 clusters Score -2127894 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2131193.500000 Penalty: 4751.151367
	Iteration 1F: 3 clusters Score -2131194 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2131534.250000 Penalty: 4751.151367
	Iteration 2F: 3 clusters Score -2131534 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2131815.000000 Penalty: 4751.151367
	Iteration 3F: 3 clusters Score -2131815 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2132062.500000 Penalty: 4751.151367
	Iteration 4Q: 3 clusters Score -2132062 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2132263.000000 Penalty: 4751.151367
	Iteration 5Q: 3 clusters Score -2132263 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2132449.000000 Penalty: 4751.151367
	Iteration 6Q: 3 clusters Score -2132449 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2132642.000000 Penalty: 4751.151367
	Iteration 7Q: 3 clusters Score -2132642 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -2132816.000000 Penalty: 4751.151367
	Iteration 8Q: 3 clusters Score -2132816 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2132982.750000 Penalty: 4751.151367
	Iteration 9Q: 3 clusters Score -2132983 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2133188.750000 Penalty: 4751.151367
	Iteration 10Q: 3 clusters Score -2133189 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2133423.250000 Penalty: 4751.151367
	Iteration 11Q: 3 clusters Score -2133423 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2133671.750000 Penalty: 4751.151367
	Iteration 12Q: 3 clusters Score -2133672 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2133954.500000 Penalty: 4751.151367
	Iteration 13Q: 3 clusters Score -2133954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2134242.250000 Penalty: 4751.151367
	Iteration 14Q: 3 clusters Score -2134242 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2134512.500000 Penalty: 4751.151367
	Iteration 15Q: 3 clusters Score -2134512 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2134788.000000 Penalty: 4751.151367
	Iteration 16Q: 3 clusters Score -2134788 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2135071.000000 Penalty: 4751.151367
	Iteration 17Q: 3 clusters Score -2135071 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2135359.000000 Penalty: 4751.151367
	Iteration 18Q: 3 clusters Score -2135359 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2135628.750000 Penalty: 4751.151367
	Iteration 19Q: 3 clusters Score -2135629 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2135844.500000 Penalty: 4751.151367
	Iteration 20F: 3 clusters Score -2135844 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2136018.000000 Penalty: 4751.151367
	Iteration 21Q: 3 clusters Score -2136018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2136118.000000 Penalty: 4751.151367
	Iteration 22Q: 3 clusters Score -2136118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2136205.500000 Penalty: 4751.151367
	Iteration 23Q: 3 clusters Score -2136206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2136267.250000 Penalty: 4751.151367
	Iteration 24Q: 3 clusters Score -2136267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2136309.250000 Penalty: 4751.151367
	Iteration 25Q: 3 clusters Score -2136309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2136350.000000 Penalty: 4751.151367
	Iteration 26Q: 3 clusters Score -2136350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2136387.000000 Penalty: 4751.151367
	Iteration 27Q: 3 clusters Score -2136387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2136413.250000 Penalty: 4751.151367
	Iteration 28Q: 3 clusters Score -2136413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2136435.000000 Penalty: 4751.151367
	Iteration 29Q: 3 clusters Score -2136435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2136447.250000 Penalty: 4751.151367
	Iteration 30Q: 3 clusters Score -2136447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2136454.000000 Penalty: 4751.151367
	Iteration 31Q: 3 clusters Score -2136454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2136458.500000 Penalty: 4751.151367
	Iteration 32Q: 3 clusters Score -2136458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2136463.000000 Penalty: 4751.151367
	Iteration 33Q: 3 clusters Score -2136463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2136466.000000 Penalty: 4751.151367
	Iteration 34Q: 3 clusters Score -2136466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2136466.000000 Penalty: 4751.151367
	Iteration 35F: 3 clusters Score -2136466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -365220.750000 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -365220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -362246.812500 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -362246.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -362995.218750 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -362995.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -363289.968750 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -363290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -363601.218750 Penalty: 3905.870605
	Iteration 3F: 3 clusters Score -363601.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -363858.750000 Penalty: 3905.870605
	Iteration 4F: 3 clusters Score -363858.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -364056.281250 Penalty: 3905.870605
	Iteration 5F: 3 clusters Score -364056.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -364218.968750 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -364219 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -364401.375000 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -364401.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364578.125000 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -364578.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -364708.187500 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -364708.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -364788.875000 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -364788.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -364845.500000 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -364845.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -364883.343750 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -364883.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -364900.281250 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -364900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -364906.562500 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -364906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -364910.312500 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -364910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -364911.656250 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -364911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -364912.562500 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -364912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -364914.093750 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -364914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -364915.062500 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -364915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -364916.843750 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -364916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -364917.593750 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -364917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -364917.593750 Penalty: 3905.870605
	Iteration 22F: 3 clusters Score -364917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Entering Unmasked Estep 
Score: -1529994.875000 Penalty: 2308.701660
	Iteration 0F: 2 clusters Score -1529995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1521696.500000 Penalty: 4617.403320
	Iteration 0F: 3 clusters Score -1521696 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1524455.125000 Penalty: 4617.403320
	Iteration 1F: 3 clusters Score -1524455 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1525081.000000 Penalty: 4617.403320
	Iteration 2F: 3 clusters Score -1525081 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1525813.000000 Penalty: 4617.403320
	Iteration 3F: 3 clusters Score -1525813 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1526597.750000 Penalty: 4617.403320
	Iteration 4F: 3 clusters Score -1526598 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1527377.875000 Penalty: 4617.403320
	Iteration 5F: 3 clusters Score -1527378 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1528009.500000 Penalty: 4617.403320
	Iteration 6F: 3 clusters Score -1528010 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1528457.375000 Penalty: 4617.403320
	Iteration 7F: 3 clusters Score -1528457 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1528748.750000 Penalty: 4617.403320
	Iteration 8Q: 3 clusters Score -1528749 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1528921.375000 Penalty: 4617.403320
	Iteration 9Q: 3 clusters Score -1528921 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1529035.125000 Penalty: 4617.403320
	Iteration 10Q: 3 clusters Score -1529035 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1529118.375000 Penalty: 4617.403320
	Iteration 11Q: 3 clusters Score -1529118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1529155.250000 Penalty: 4617.403320
	Iteration 12Q: 3 clusters Score -1529155 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1529180.375000 Penalty: 4617.403320
	Iteration 13Q: 3 clusters Score -1529180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1529204.625000 Penalty: 4617.403320
	Iteration 14Q: 3 clusters Score -1529205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1529221.125000 Penalty: 4617.403320
	Iteration 15Q: 3 clusters Score -1529221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1529235.125000 Penalty: 4617.403320
	Iteration 16Q: 3 clusters Score -1529235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1529247.375000 Penalty: 4617.403320
	Iteration 17Q: 3 clusters Score -1529247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1529266.750000 Penalty: 4617.403320
	Iteration 18Q: 3 clusters Score -1529267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1529283.625000 Penalty: 4617.403320
	Iteration 19Q: 3 clusters Score -1529284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1529302.250000 Penalty: 4617.403320
	Iteration 20F: 3 clusters Score -1529302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1529328.125000 Penalty: 4617.403320
	Iteration 21Q: 3 clusters Score -1529328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1529348.000000 Penalty: 4617.403320
	Iteration 22Q: 3 clusters Score -1529348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1529368.000000 Penalty: 4617.403320
	Iteration 23Q: 3 clusters Score -1529368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1529381.750000 Penalty: 4617.403320
	Iteration 24Q: 3 clusters Score -1529382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1529392.250000 Penalty: 4617.403320
	Iteration 25Q: 3 clusters Score -1529392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1529403.750000 Penalty: 4617.403320
	Iteration 26Q: 3 clusters Score -1529404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1529413.875000 Penalty: 4617.403320
	Iteration 27Q: 3 clusters Score -1529414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1529422.000000 Penalty: 4617.403320
	Iteration 28Q: 3 clusters Score -1529422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1529427.750000 Penalty: 4617.403320
	Iteration 29Q: 3 clusters Score -1529428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1529432.500000 Penalty: 4617.403320
	Iteration 30Q: 3 clusters Score -1529432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1529433.875000 Penalty: 4617.403320
	Iteration 31Q: 3 clusters Score -1529434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1529436.500000 Penalty: 4617.403320
	Iteration 32Q: 3 clusters Score -1529436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1529442.000000 Penalty: 4617.403320
	Iteration 33Q: 3 clusters Score -1529442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1529437.750000 Penalty: 4617.403320
	Iteration 34Q: 3 clusters Score -1529438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1529436.750000 Penalty: 4617.403320
	Iteration 35Q: 3 clusters Score -1529437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1529440.000000 Penalty: 4617.403320
	Iteration 36Q: 3 clusters Score -1529440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1529439.875000 Penalty: 4617.403320
	Iteration 37Q: 3 clusters Score -1529440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1529441.500000 Penalty: 4617.403320
	Iteration 38Q: 3 clusters Score -1529442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1529441.000000 Penalty: 4617.403320
	Iteration 39Q: 3 clusters Score -1529441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1529440.250000 Penalty: 4617.403320
	Iteration 40F: 3 clusters Score -1529440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1529441.250000 Penalty: 4617.403320
	Iteration 41Q: 3 clusters Score -1529441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1529446.000000 Penalty: 4617.403320
	Iteration 42Q: 3 clusters Score -1529446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1529445.750000 Penalty: 4617.403320
	Iteration 43Q: 3 clusters Score -1529446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1529448.000000 Penalty: 4617.403320
	Iteration 44Q: 3 clusters Score -1529448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1529447.750000 Penalty: 4617.403320
	Iteration 45Q: 3 clusters Score -1529448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1529446.625000 Penalty: 4617.403320
	Iteration 46Q: 3 clusters Score -1529447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1529443.375000 Penalty: 4617.403320
	Iteration 47Q: 3 clusters Score -1529443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1529446.125000 Penalty: 4617.403320
	Iteration 48Q: 3 clusters Score -1529446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1529445.875000 Penalty: 4617.403320
	Iteration 49Q: 3 clusters Score -1529446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1529445.125000 Penalty: 4617.403320
	Iteration 50Q: 3 clusters Score -1529445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1529446.625000 Penalty: 4617.403320
	Iteration 51Q: 3 clusters Score -1529447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1529446.875000 Penalty: 4617.403320
	Iteration 52Q: 3 clusters Score -1529447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1529448.500000 Penalty: 4617.403320
	Iteration 53Q: 3 clusters Score -1529448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1529448.500000 Penalty: 4617.403320
	Iteration 54F: 3 clusters Score -1529448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -579458.875000 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -579458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -575395.125000 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -575395.1 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -576703.750000 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -576703.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -577337.937500 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -577337.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -577803.250000 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -577803.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -578133.312500 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -578133.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -578372.625000 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -578372.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -578552.062500 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -578552.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -578694.250000 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -578694.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -578791.062500 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -578791.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -578853.125000 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -578853.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -578891.687500 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -578891.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -578927.625000 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -578927.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -578953.375000 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -578953.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -578973.000000 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -578973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -578994.875000 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -578994.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -579012.375000 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -579012.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -579033.625000 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -579033.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -579046.250000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -579046.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -579059.562500 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -579059.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -579067.312500 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -579067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -579076.250000 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -579076.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -579083.187500 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -579083.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -579088.750000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -579088.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -579091.500000 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -579091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -579094.000000 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -579094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -579096.687500 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -579096.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -579100.500000 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -579100.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -579102.750000 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -579102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -579104.000000 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -579104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -579104.500000 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -579104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -579106.000000 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -579106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -579108.437500 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -579108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -579108.437500 Penalty: 4173.369629
	Iteration 32F: 3 clusters Score -579108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -853536.562500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -853536.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -848422.812500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -848422.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -849762.062500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -849762.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -850059.375000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -850059.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -850314.937500 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -850314.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -850570.187500 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -850570.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -850847.187500 Penalty: 4309.723633
	Iteration 5Q: 3 clusters Score -850847.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -851097.750000 Penalty: 4309.723633
	Iteration 6F: 3 clusters Score -851097.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -851295.437500 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -851295.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -851458.750000 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -851458.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -851626.812500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -851626.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -851769.312500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -851769.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -851873.375000 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -851873.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -851985.437500 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -851985.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -852073.375000 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -852073.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -852166.812500 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -852166.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -852259.562500 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -852259.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -852332.125000 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -852332.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -852399.375000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -852399.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -852482.250000 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -852482.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -852558.437500 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -852558.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -852618.687500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -852618.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -852659.812500 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -852659.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -852696.375000 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -852696.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -852726.312500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -852726.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -852749.062500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -852749.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -852763.062500 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -852763.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -852767.625000 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -852767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -852775.562500 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -852775.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -852782.375000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -852782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -852788.187500 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -852788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -852792.625000 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -852792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -852797.500000 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -852797.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -852803.812500 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -852803.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -852810.187500 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -852810.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -852820.750000 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -852820.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -852830.125000 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -852830.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -852839.625000 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -852839.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -852849.687500 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -852849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -852861.375000 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -852861.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -852872.625000 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -852872.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -852886.000000 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -852886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -852894.687500 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -852894.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -852899.125000 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -852899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -852902.812500 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -852902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -852905.062500 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -852905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -852907.375000 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -852907.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -852909.687500 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -852909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -852912.437500 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -852912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -852911.937500 Penalty: 4309.723633
	Iteration 48Q: 3 clusters Score -852911.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -852912.500000 Penalty: 4309.723633
	Iteration 49Q: 3 clusters Score -852912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -852912.500000 Penalty: 4309.723633
	Iteration 50F: 3 clusters Score -852912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -712749.500000 Penalty: 2103.736572
	Iteration 0F: 2 clusters Score -712749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -708298.937500 Penalty: 4207.473145
	Iteration 0F: 3 clusters Score -708298.9 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -709322.375000 Penalty: 4207.473145
	Iteration 1F: 3 clusters Score -709322.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -709518.312500 Penalty: 4207.473145
	Iteration 2F: 3 clusters Score -709518.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -709644.312500 Penalty: 4207.473145
	Iteration 3Q: 3 clusters Score -709644.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -709746.000000 Penalty: 4207.473145
	Iteration 4Q: 3 clusters Score -709746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -709851.812500 Penalty: 4207.473145
	Iteration 5Q: 3 clusters Score -709851.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -709977.312500 Penalty: 4207.473145
	Iteration 6Q: 3 clusters Score -709977.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -710113.062500 Penalty: 4207.473145
	Iteration 7Q: 3 clusters Score -710113.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -710237.812500 Penalty: 4207.473145
	Iteration 8Q: 3 clusters Score -710237.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -710346.312500 Penalty: 4207.473145
	Iteration 9Q: 3 clusters Score -710346.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -710453.687500 Penalty: 4207.473145
	Iteration 10Q: 3 clusters Score -710453.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -710549.187500 Penalty: 4207.473145
	Iteration 11Q: 3 clusters Score -710549.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -710655.312500 Penalty: 4207.473145
	Iteration 12Q: 3 clusters Score -710655.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -710740.750000 Penalty: 4207.473145
	Iteration 13Q: 3 clusters Score -710740.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -710797.750000 Penalty: 4207.473145
	Iteration 14Q: 3 clusters Score -710797.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -710842.750000 Penalty: 4207.473145
	Iteration 15Q: 3 clusters Score -710842.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -710882.062500 Penalty: 4207.473145
	Iteration 16Q: 3 clusters Score -710882.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -710910.562500 Penalty: 4207.473145
	Iteration 17Q: 3 clusters Score -710910.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -710933.687500 Penalty: 4207.473145
	Iteration 18Q: 3 clusters Score -710933.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -710956.812500 Penalty: 4207.473145
	Iteration 19Q: 3 clusters Score -710956.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -710972.625000 Penalty: 4207.473145
	Iteration 20F: 3 clusters Score -710972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -710984.437500 Penalty: 4207.473145
	Iteration 21Q: 3 clusters Score -710984.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -710996.812500 Penalty: 4207.473145
	Iteration 22Q: 3 clusters Score -710996.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -711009.562500 Penalty: 4207.473145
	Iteration 23Q: 3 clusters Score -711009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -711025.187500 Penalty: 4207.473145
	Iteration 24Q: 3 clusters Score -711025.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -711032.687500 Penalty: 4207.473145
	Iteration 25Q: 3 clusters Score -711032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -711040.000000 Penalty: 4207.473145
	Iteration 26Q: 3 clusters Score -711040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -711044.062500 Penalty: 4207.473145
	Iteration 27Q: 3 clusters Score -711044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -711049.500000 Penalty: 4207.473145
	Iteration 28Q: 3 clusters Score -711049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -711051.125000 Penalty: 4207.473145
	Iteration 29Q: 3 clusters Score -711051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -711056.937500 Penalty: 4207.473145
	Iteration 30Q: 3 clusters Score -711056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -711060.687500 Penalty: 4207.473145
	Iteration 31Q: 3 clusters Score -711060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -711065.250000 Penalty: 4207.473145
	Iteration 32Q: 3 clusters Score -711065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -711068.937500 Penalty: 4207.473145
	Iteration 33Q: 3 clusters Score -711068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -711072.812500 Penalty: 4207.473145
	Iteration 34Q: 3 clusters Score -711072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -711073.687500 Penalty: 4207.473145
	Iteration 35Q: 3 clusters Score -711073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -711073.687500 Penalty: 4207.473145
	Iteration 36F: 3 clusters Score -711073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -112776.773438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -112776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111023.992188 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -111024 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111370.773438 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -111370.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111570.312500 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -111570.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111679.914062 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -111679.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111757.500000 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -111757.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -111805.507812 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -111805.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111860.382812 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -111860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111874.015625 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -111874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111887.859375 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -111887.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -111899.539062 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -111899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111900.656250 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -111900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111901.656250 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -111901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -111901.656250 Penalty: 3335.616699
	Iteration 12F: 3 clusters Score -111901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -390360.156250 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -390360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -387155.187500 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -387155.2 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -387887.812500 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -387887.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -388145.906250 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -388145.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -388362.718750 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -388362.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -388514.125000 Penalty: 3961.812256
	Iteration 4F: 3 clusters Score -388514.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -388672.812500 Penalty: 3961.812256
	Iteration 5Q: 3 clusters Score -388672.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -388817.343750 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -388817.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388978.156250 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -388978.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -389091.062500 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -389091.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -389192.343750 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -389192.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -389303.875000 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -389303.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -389379.531250 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -389379.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -389428.687500 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -389428.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -389461.562500 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -389461.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -389488.281250 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -389488.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -389505.781250 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -389505.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -389524.468750 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -389524.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -389544.687500 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -389544.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -389563.031250 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -389563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -389585.031250 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -389585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -389598.375000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -389598.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -389606.156250 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -389606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -389608.937500 Penalty: 3961.812256
	Iteration 22Q: 3 clusters Score -389608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -389609.187500 Penalty: 3961.812256
	Iteration 23Q: 3 clusters Score -389609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -389609.781250 Penalty: 3961.812256
	Iteration 24Q: 3 clusters Score -389609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -389612.125000 Penalty: 3961.812256
	Iteration 25Q: 3 clusters Score -389612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -389612.375000 Penalty: 3961.812256
	Iteration 26Q: 3 clusters Score -389612.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -389612.375000 Penalty: 3961.812256
	Iteration 27F: 3 clusters Score -389612.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1422235.000000 Penalty: 2274.788574
	Iteration 0F: 2 clusters Score -1422235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1414795.875000 Penalty: 4549.577148
	Iteration 0F: 3 clusters Score -1414796 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1416931.500000 Penalty: 4549.577148
	Iteration 1F: 3 clusters Score -1416932 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1417286.125000 Penalty: 4549.577148
	Iteration 2F: 3 clusters Score -1417286 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1417581.500000 Penalty: 4549.577148
	Iteration 3F: 3 clusters Score -1417582 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1417824.250000 Penalty: 4549.577148
	Iteration 4Q: 3 clusters Score -1417824 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1418021.000000 Penalty: 4549.577148
	Iteration 5Q: 3 clusters Score -1418021 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1418167.875000 Penalty: 4549.577148
	Iteration 6Q: 3 clusters Score -1418168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1418281.750000 Penalty: 4549.577148
	Iteration 7Q: 3 clusters Score -1418282 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1418374.875000 Penalty: 4549.577148
	Iteration 8Q: 3 clusters Score -1418375 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1418471.625000 Penalty: 4549.577148
	Iteration 9Q: 3 clusters Score -1418472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1418562.250000 Penalty: 4549.577148
	Iteration 10Q: 3 clusters Score -1418562 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1418664.500000 Penalty: 4549.577148
	Iteration 11Q: 3 clusters Score -1418664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1418767.250000 Penalty: 4549.577148
	Iteration 12Q: 3 clusters Score -1418767 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1418862.250000 Penalty: 4549.577148
	Iteration 13Q: 3 clusters Score -1418862 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1418963.375000 Penalty: 4549.577148
	Iteration 14Q: 3 clusters Score -1418963 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1419072.625000 Penalty: 4549.577148
	Iteration 15Q: 3 clusters Score -1419073 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1419188.375000 Penalty: 4549.577148
	Iteration 16Q: 3 clusters Score -1419188 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1419339.625000 Penalty: 4549.577148
	Iteration 17Q: 3 clusters Score -1419340 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1419504.875000 Penalty: 4549.577148
	Iteration 18Q: 3 clusters Score -1419505 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1419672.000000 Penalty: 4549.577148
	Iteration 19Q: 3 clusters Score -1419672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1419821.375000 Penalty: 4549.577148
	Iteration 20F: 3 clusters Score -1419821 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1419932.625000 Penalty: 4549.577148
	Iteration 21Q: 3 clusters Score -1419933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1420031.250000 Penalty: 4549.577148
	Iteration 22Q: 3 clusters Score -1420031 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1420109.250000 Penalty: 4549.577148
	Iteration 23Q: 3 clusters Score -1420109 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1420158.250000 Penalty: 4549.577148
	Iteration 24Q: 3 clusters Score -1420158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1420193.500000 Penalty: 4549.577148
	Iteration 25Q: 3 clusters Score -1420194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1420220.375000 Penalty: 4549.577148
	Iteration 26Q: 3 clusters Score -1420220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1420237.625000 Penalty: 4549.577148
	Iteration 27Q: 3 clusters Score -1420238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1420256.500000 Penalty: 4549.577148
	Iteration 28Q: 3 clusters Score -1420256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1420270.000000 Penalty: 4549.577148
	Iteration 29Q: 3 clusters Score -1420270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1420284.375000 Penalty: 4549.577148
	Iteration 30Q: 3 clusters Score -1420284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1420285.875000 Penalty: 4549.577148
	Iteration 31Q: 3 clusters Score -1420286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1420288.500000 Penalty: 4549.577148
	Iteration 32Q: 3 clusters Score -1420288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1420295.250000 Penalty: 4549.577148
	Iteration 33Q: 3 clusters Score -1420295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1420301.500000 Penalty: 4549.577148
	Iteration 34Q: 3 clusters Score -1420302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1420302.500000 Penalty: 4549.577148
	Iteration 35Q: 3 clusters Score -1420302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1420304.375000 Penalty: 4549.577148
	Iteration 36Q: 3 clusters Score -1420304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1420304.750000 Penalty: 4549.577148
	Iteration 37Q: 3 clusters Score -1420305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1420306.000000 Penalty: 4549.577148
	Iteration 38Q: 3 clusters Score -1420306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1420307.125000 Penalty: 4549.577148
	Iteration 39Q: 3 clusters Score -1420307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1420307.750000 Penalty: 4549.577148
	Iteration 40F: 3 clusters Score -1420308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1420309.125000 Penalty: 4549.577148
	Iteration 41Q: 3 clusters Score -1420309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1420309.125000 Penalty: 4549.577148
	Iteration 42Q: 3 clusters Score -1420309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1420310.500000 Penalty: 4549.577148
	Iteration 43Q: 3 clusters Score -1420310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1420311.125000 Penalty: 4549.577148
	Iteration 44Q: 3 clusters Score -1420311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1420307.750000 Penalty: 4549.577148
	Iteration 45Q: 3 clusters Score -1420308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1420307.750000 Penalty: 4549.577148
	Iteration 46F: 3 clusters Score -1420308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -266116.562500 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -266116.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263618.906250 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -263618.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -264032.843750 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -264032.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -264148.156250 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -264148.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264214.250000 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -264214.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264250.968750 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -264251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -264267.375000 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -264267.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -264278.750000 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -264278.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264291.843750 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -264291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -264304.656250 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -264304.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264317.875000 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -264317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264321.187500 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -264321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264326.000000 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -264326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -264332.531250 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -264332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -264336.156250 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -264336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264340.468750 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -264340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264342.750000 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -264342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264343.656250 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -264343.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -264345.437500 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -264345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -264348.937500 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -264348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -264353.218750 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -264353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264354.000000 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -264354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -264355.343750 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -264355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -264357.687500 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -264357.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264358.750000 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -264358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264359.781250 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -264359.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -264361.281250 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -264361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -264362.875000 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -264362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -264362.812500 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -264362.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264363.000000 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -264363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -264363.000000 Penalty: 3721.631592
	Iteration 29F: 3 clusters Score -264363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (53891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Entering Unmasked Estep 
Score: -8012401.000000 Penalty: 2701.890381
	Iteration 0F: 2 clusters Score -8012401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -7976273.500000 Penalty: 5403.780762
	Iteration 0F: 3 clusters Score -7976274 nChanged 24852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -7990219.000000 Penalty: 5403.780762
	Iteration 1F: 3 clusters Score -7990219 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7991209.500000 Penalty: 5403.780762
	Iteration 2Q: 3 clusters Score -7991210 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7992456.000000 Penalty: 5403.780762
	Iteration 3Q: 3 clusters Score -7992456 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7993971.000000 Penalty: 5403.780762
	Iteration 4F: 3 clusters Score -7993971 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -7995568.500000 Penalty: 5403.780762
	Iteration 5F: 3 clusters Score -7995568 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7997240.500000 Penalty: 5403.780762
	Iteration 6F: 3 clusters Score -7997240 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7998601.000000 Penalty: 5403.780762
	Iteration 7F: 3 clusters Score -7998601 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7999833.000000 Penalty: 5403.780762
	Iteration 8Q: 3 clusters Score -7999833 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -8000859.500000 Penalty: 5403.780762
	Iteration 9Q: 3 clusters Score -8000860 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -8001777.500000 Penalty: 5403.780762
	Iteration 10Q: 3 clusters Score -8001778 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -8002653.500000 Penalty: 5403.780762
	Iteration 11Q: 3 clusters Score -8002654 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -8003478.500000 Penalty: 5403.780762
	Iteration 12Q: 3 clusters Score -8003478 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -8004023.000000 Penalty: 5403.780762
	Iteration 13Q: 3 clusters Score -8004023 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -8004335.500000 Penalty: 5403.780762
	Iteration 14Q: 3 clusters Score -8004336 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -8004517.500000 Penalty: 5403.780762
	Iteration 15Q: 3 clusters Score -8004518 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8004628.500000 Penalty: 5403.780762
	Iteration 16Q: 3 clusters Score -8004628 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -8004699.000000 Penalty: 5403.780762
	Iteration 17Q: 3 clusters Score -8004699 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -8004770.000000 Penalty: 5403.780762
	Iteration 18Q: 3 clusters Score -8004770 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -8004800.000000 Penalty: 5403.780762
	Iteration 19Q: 3 clusters Score -8004800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -8004820.500000 Penalty: 5403.780762
	Iteration 20F: 3 clusters Score -8004820 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -8004864.000000 Penalty: 5403.780762
	Iteration 21Q: 3 clusters Score -8004864 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -8004867.500000 Penalty: 5403.780762
	Iteration 22Q: 3 clusters Score -8004868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -8004873.500000 Penalty: 5403.780762
	Iteration 23Q: 3 clusters Score -8004874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -8004891.500000 Penalty: 5403.780762
	Iteration 24Q: 3 clusters Score -8004892 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -8004912.500000 Penalty: 5403.780762
	Iteration 25Q: 3 clusters Score -8004912 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -8004908.500000 Penalty: 5403.780762
	Iteration 26Q: 3 clusters Score -8004908 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8004926.500000 Penalty: 5403.780762
	Iteration 27Q: 3 clusters Score -8004926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8004941.500000 Penalty: 5403.780762
	Iteration 28Q: 3 clusters Score -8004942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8004942.000000 Penalty: 5403.780762
	Iteration 29Q: 3 clusters Score -8004942 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -8004956.500000 Penalty: 5403.780762
	Iteration 30Q: 3 clusters Score -8004956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -8004983.000000 Penalty: 5403.780762
	Iteration 31Q: 3 clusters Score -8004983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8004969.000000 Penalty: 5403.780762
	Iteration 32Q: 3 clusters Score -8004969 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -8004987.500000 Penalty: 5403.780762
	Iteration 33Q: 3 clusters Score -8004988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8005002.000000 Penalty: 5403.780762
	Iteration 34Q: 3 clusters Score -8005002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -8005015.500000 Penalty: 5403.780762
	Iteration 35Q: 3 clusters Score -8005016 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -8005038.500000 Penalty: 5403.780762
	Iteration 36Q: 3 clusters Score -8005038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -8005038.500000 Penalty: 5403.780762
	Iteration 37Q: 3 clusters Score -8005038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -8005048.500000 Penalty: 5403.780762
	Iteration 38Q: 3 clusters Score -8005048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -8005042.500000 Penalty: 5403.780762
	Iteration 39Q: 3 clusters Score -8005042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8005039.000000 Penalty: 5403.780762
	Iteration 40F: 3 clusters Score -8005039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -8005045.500000 Penalty: 5403.780762
	Iteration 41Q: 3 clusters Score -8005046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -8005036.500000 Penalty: 5403.780762
	Iteration 42Q: 3 clusters Score -8005036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8005051.500000 Penalty: 5403.780762
	Iteration 43Q: 3 clusters Score -8005052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -8005047.000000 Penalty: 5403.780762
	Iteration 44Q: 3 clusters Score -8005047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -8005058.000000 Penalty: 5403.780762
	Iteration 45Q: 3 clusters Score -8005058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8005046.500000 Penalty: 5403.780762
	Iteration 46Q: 3 clusters Score -8005046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -8005056.000000 Penalty: 5403.780762
	Iteration 47Q: 3 clusters Score -8005056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -8005055.000000 Penalty: 5403.780762
	Iteration 48Q: 3 clusters Score -8005055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -8005048.500000 Penalty: 5403.780762
	Iteration 49Q: 3 clusters Score -8005048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -8005047.000000 Penalty: 5403.780762
	Iteration 50Q: 3 clusters Score -8005047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -8005048.500000 Penalty: 5403.780762
	Iteration 51Q: 3 clusters Score -8005048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -8005045.500000 Penalty: 5403.780762
	Iteration 52Q: 3 clusters Score -8005046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8005056.500000 Penalty: 5403.780762
	Iteration 53Q: 3 clusters Score -8005056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -8005049.000000 Penalty: 5403.780762
	Iteration 54Q: 3 clusters Score -8005049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8005050.500000 Penalty: 5403.780762
	Iteration 55Q: 3 clusters Score -8005050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -8005058.000000 Penalty: 5403.780762
	Iteration 56Q: 3 clusters Score -8005058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -8005062.000000 Penalty: 5403.780762
	Iteration 57Q: 3 clusters Score -8005062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8005065.500000 Penalty: 5403.780762
	Iteration 58Q: 3 clusters Score -8005066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8005067.500000 Penalty: 5403.780762
	Iteration 59Q: 3 clusters Score -8005068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -8005074.000000 Penalty: 5403.780762
	Iteration 60F: 3 clusters Score -8005074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8005083.500000 Penalty: 5403.780762
	Iteration 61Q: 3 clusters Score -8005084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8005084.000000 Penalty: 5403.780762
	Iteration 62Q: 3 clusters Score -8005084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8005084.000000 Penalty: 5403.780762
	Iteration 63Q: 3 clusters Score -8005084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8005079.500000 Penalty: 5403.780762
	Iteration 64Q: 3 clusters Score -8005080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -8005074.500000 Penalty: 5403.780762
	Iteration 65Q: 3 clusters Score -8005074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -8005081.500000 Penalty: 5403.780762
	Iteration 66Q: 3 clusters Score -8005082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -8005083.000000 Penalty: 5403.780762
	Iteration 67Q: 3 clusters Score -8005083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8005103.000000 Penalty: 5403.780762
	Iteration 68Q: 3 clusters Score -8005103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8005094.500000 Penalty: 5403.780762
	Iteration 69Q: 3 clusters Score -8005094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -8005080.000000 Penalty: 5403.780762
	Iteration 70Q: 3 clusters Score -8005080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -8005066.500000 Penalty: 5403.780762
	Iteration 71Q: 3 clusters Score -8005066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8005059.000000 Penalty: 5403.780762
	Iteration 72Q: 3 clusters Score -8005059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8005047.500000 Penalty: 5403.780762
	Iteration 73Q: 3 clusters Score -8005048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8005042.000000 Penalty: 5403.780762
	Iteration 74Q: 3 clusters Score -8005042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -8005057.500000 Penalty: 5403.780762
	Iteration 75Q: 3 clusters Score -8005058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -8005049.500000 Penalty: 5403.780762
	Iteration 76Q: 3 clusters Score -8005050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -8005044.000000 Penalty: 5403.780762
	Iteration 77Q: 3 clusters Score -8005044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -8005042.000000 Penalty: 5403.780762
	Iteration 78Q: 3 clusters Score -8005042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -8005046.500000 Penalty: 5403.780762
	Iteration 79Q: 3 clusters Score -8005046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -8005046.500000 Penalty: 5403.780762
	Iteration 80F: 3 clusters Score -8005046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8005056.000000 Penalty: 5403.780762
	Iteration 81Q: 3 clusters Score -8005056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -8005084.000000 Penalty: 5403.780762
	Iteration 82Q: 3 clusters Score -8005084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -8005096.000000 Penalty: 5403.780762
	Iteration 83Q: 3 clusters Score -8005096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -8005104.000000 Penalty: 5403.780762
	Iteration 84Q: 3 clusters Score -8005104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -8005077.000000 Penalty: 5403.780762
	Iteration 85Q: 3 clusters Score -8005077 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -8005089.500000 Penalty: 5403.780762
	Iteration 86Q: 3 clusters Score -8005090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8005107.500000 Penalty: 5403.780762
	Iteration 87Q: 3 clusters Score -8005108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -8005107.500000 Penalty: 5403.780762
	Iteration 88Q: 3 clusters Score -8005108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8005119.000000 Penalty: 5403.780762
	Iteration 89Q: 3 clusters Score -8005119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -8005117.500000 Penalty: 5403.780762
	Iteration 90Q: 3 clusters Score -8005118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8005112.500000 Penalty: 5403.780762
	Iteration 91Q: 3 clusters Score -8005112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8005122.000000 Penalty: 5403.780762
	Iteration 92Q: 3 clusters Score -8005122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -8005115.000000 Penalty: 5403.780762
	Iteration 93Q: 3 clusters Score -8005115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -8005117.000000 Penalty: 5403.780762
	Iteration 94Q: 3 clusters Score -8005117 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8005118.000000 Penalty: 5403.780762
	Iteration 95Q: 3 clusters Score -8005118 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -8005140.000000 Penalty: 5403.780762
	Iteration 96Q: 3 clusters Score -8005140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -8005140.000000 Penalty: 5403.780762
	Iteration 97Q: 3 clusters Score -8005140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -8005146.500000 Penalty: 5403.780762
	Iteration 98Q: 3 clusters Score -8005146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -8005138.000000 Penalty: 5403.780762
	Iteration 99Q: 3 clusters Score -8005138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8005145.000000 Penalty: 5403.780762
	Iteration 100F: 3 clusters Score -8005145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -8005152.000000 Penalty: 5403.780762
	Iteration 101Q: 3 clusters Score -8005152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8005147.500000 Penalty: 5403.780762
	Iteration 102Q: 3 clusters Score -8005148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8005135.000000 Penalty: 5403.780762
	Iteration 103Q: 3 clusters Score -8005135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8005151.000000 Penalty: 5403.780762
	Iteration 104Q: 3 clusters Score -8005151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8005126.000000 Penalty: 5403.780762
	Iteration 105Q: 3 clusters Score -8005126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -8005134.500000 Penalty: 5403.780762
	Iteration 106Q: 3 clusters Score -8005134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -8005130.000000 Penalty: 5403.780762
	Iteration 107Q: 3 clusters Score -8005130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8005155.500000 Penalty: 5403.780762
	Iteration 108Q: 3 clusters Score -8005156 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -8005172.500000 Penalty: 5403.780762
	Iteration 109Q: 3 clusters Score -8005172 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -8005208.000000 Penalty: 5403.780762
	Iteration 110Q: 3 clusters Score -8005208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -8005176.000000 Penalty: 5403.780762
	Iteration 111Q: 3 clusters Score -8005176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -8005180.000000 Penalty: 5403.780762
	Iteration 112Q: 3 clusters Score -8005180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8005199.500000 Penalty: 5403.780762
	Iteration 113Q: 3 clusters Score -8005200 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -8005214.500000 Penalty: 5403.780762
	Iteration 114Q: 3 clusters Score -8005214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -8005245.000000 Penalty: 5403.780762
	Iteration 115Q: 3 clusters Score -8005245 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -8005252.500000 Penalty: 5403.780762
	Iteration 116Q: 3 clusters Score -8005252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -8005263.000000 Penalty: 5403.780762
	Iteration 117Q: 3 clusters Score -8005263 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -8005295.500000 Penalty: 5403.780762
	Iteration 118Q: 3 clusters Score -8005296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -8005299.500000 Penalty: 5403.780762
	Iteration 119Q: 3 clusters Score -8005300 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -8005374.000000 Penalty: 5403.780762
	Iteration 120F: 3 clusters Score -8005374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -8005433.000000 Penalty: 5403.780762
	Iteration 121Q: 3 clusters Score -8005433 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8005438.000000 Penalty: 5403.780762
	Iteration 122Q: 3 clusters Score -8005438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8005503.000000 Penalty: 5403.780762
	Iteration 123Q: 3 clusters Score -8005503 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -8005558.500000 Penalty: 5403.780762
	Iteration 124Q: 3 clusters Score -8005558 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -8005613.500000 Penalty: 5403.780762
	Iteration 125Q: 3 clusters Score -8005614 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -8005691.000000 Penalty: 5403.780762
	Iteration 126Q: 3 clusters Score -8005691 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8005746.000000 Penalty: 5403.780762
	Iteration 127Q: 3 clusters Score -8005746 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8005834.500000 Penalty: 5403.780762
	Iteration 128Q: 3 clusters Score -8005834 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8005927.000000 Penalty: 5403.780762
	Iteration 129Q: 3 clusters Score -8005927 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8005981.500000 Penalty: 5403.780762
	Iteration 130Q: 3 clusters Score -8005982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8006027.000000 Penalty: 5403.780762
	Iteration 131Q: 3 clusters Score -8006027 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -8006097.500000 Penalty: 5403.780762
	Iteration 132Q: 3 clusters Score -8006098 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8006147.500000 Penalty: 5403.780762
	Iteration 133Q: 3 clusters Score -8006148 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -8006200.500000 Penalty: 5403.780762
	Iteration 134Q: 3 clusters Score -8006200 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -8006311.500000 Penalty: 5403.780762
	Iteration 135Q: 3 clusters Score -8006312 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8006399.000000 Penalty: 5403.780762
	Iteration 136Q: 3 clusters Score -8006399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -8006503.000000 Penalty: 5403.780762
	Iteration 137Q: 3 clusters Score -8006503 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8006584.500000 Penalty: 5403.780762
	Iteration 138Q: 3 clusters Score -8006584 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8006705.000000 Penalty: 5403.780762
	Iteration 139Q: 3 clusters Score -8006705 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -8006836.500000 Penalty: 5403.780762
	Iteration 140F: 3 clusters Score -8006836 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8006963.500000 Penalty: 5403.780762
	Iteration 141Q: 3 clusters Score -8006964 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -8007091.500000 Penalty: 5403.780762
	Iteration 142Q: 3 clusters Score -8007092 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8007232.500000 Penalty: 5403.780762
	Iteration 143Q: 3 clusters Score -8007232 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8007384.500000 Penalty: 5403.780762
	Iteration 144Q: 3 clusters Score -8007384 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8007508.000000 Penalty: 5403.780762
	Iteration 145Q: 3 clusters Score -8007508 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8007649.000000 Penalty: 5403.780762
	Iteration 146Q: 3 clusters Score -8007649 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8007751.000000 Penalty: 5403.780762
	Iteration 147Q: 3 clusters Score -8007751 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8007836.000000 Penalty: 5403.780762
	Iteration 148Q: 3 clusters Score -8007836 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8007955.500000 Penalty: 5403.780762
	Iteration 149Q: 3 clusters Score -8007956 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8008026.000000 Penalty: 5403.780762
	Iteration 150Q: 3 clusters Score -8008026 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -8008106.000000 Penalty: 5403.780762
	Iteration 151Q: 3 clusters Score -8008106 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -8008189.500000 Penalty: 5403.780762
	Iteration 152Q: 3 clusters Score -8008190 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -8008280.000000 Penalty: 5403.780762
	Iteration 153Q: 3 clusters Score -8008280 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -8008343.000000 Penalty: 5403.780762
	Iteration 154Q: 3 clusters Score -8008343 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -8008447.500000 Penalty: 5403.780762
	Iteration 155Q: 3 clusters Score -8008448 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -8008547.000000 Penalty: 5403.780762
	Iteration 156Q: 3 clusters Score -8008547 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -8008665.500000 Penalty: 5403.780762
	Iteration 157Q: 3 clusters Score -8008666 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -8008792.000000 Penalty: 5403.780762
	Iteration 158Q: 3 clusters Score -8008792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -8008951.500000 Penalty: 5403.780762
	Iteration 159Q: 3 clusters Score -8008952 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -8009055.500000 Penalty: 5403.780762
	Iteration 160F: 3 clusters Score -8009056 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -8009149.500000 Penalty: 5403.780762
	Iteration 161Q: 3 clusters Score -8009150 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -8009216.500000 Penalty: 5403.780762
	Iteration 162Q: 3 clusters Score -8009216 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -8009325.500000 Penalty: 5403.780762
	Iteration 163Q: 3 clusters Score -8009326 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -8009393.000000 Penalty: 5403.780762
	Iteration 164Q: 3 clusters Score -8009393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -8009484.000000 Penalty: 5403.780762
	Iteration 165Q: 3 clusters Score -8009484 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -8009565.500000 Penalty: 5403.780762
	Iteration 166Q: 3 clusters Score -8009566 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -8009618.000000 Penalty: 5403.780762
	Iteration 167Q: 3 clusters Score -8009618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -8009685.000000 Penalty: 5403.780762
	Iteration 168Q: 3 clusters Score -8009685 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -8009724.000000 Penalty: 5403.780762
	Iteration 169Q: 3 clusters Score -8009724 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -8009783.000000 Penalty: 5403.780762
	Iteration 170Q: 3 clusters Score -8009783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -8009836.500000 Penalty: 5403.780762
	Iteration 171Q: 3 clusters Score -8009836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -8009873.500000 Penalty: 5403.780762
	Iteration 172Q: 3 clusters Score -8009874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -8009921.500000 Penalty: 5403.780762
	Iteration 173Q: 3 clusters Score -8009922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -8009954.500000 Penalty: 5403.780762
	Iteration 174Q: 3 clusters Score -8009954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -8009976.000000 Penalty: 5403.780762
	Iteration 175Q: 3 clusters Score -8009976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -8010015.000000 Penalty: 5403.780762
	Iteration 176Q: 3 clusters Score -8010015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -8010046.500000 Penalty: 5403.780762
	Iteration 177Q: 3 clusters Score -8010046 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -8010090.000000 Penalty: 5403.780762
	Iteration 178Q: 3 clusters Score -8010090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -8010130.500000 Penalty: 5403.780762
	Iteration 179Q: 3 clusters Score -8010130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 52791 members 
Entering Unmasked Estep 
Score: -8010139.500000 Penalty: 5403.780762
	Iteration 180F: 3 clusters Score -8010140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -8010161.500000 Penalty: 5403.780762
	Iteration 181Q: 3 clusters Score -8010162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -8010174.500000 Penalty: 5403.780762
	Iteration 182Q: 3 clusters Score -8010174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -8010185.000000 Penalty: 5403.780762
	Iteration 183Q: 3 clusters Score -8010185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -8010188.500000 Penalty: 5403.780762
	Iteration 184Q: 3 clusters Score -8010188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -8010186.000000 Penalty: 5403.780762
	Iteration 185Q: 3 clusters Score -8010186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -8010185.000000 Penalty: 5403.780762
	Iteration 186Q: 3 clusters Score -8010185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -8010198.000000 Penalty: 5403.780762
	Iteration 187Q: 3 clusters Score -8010198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -8010204.500000 Penalty: 5403.780762
	Iteration 188Q: 3 clusters Score -8010204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -8010210.500000 Penalty: 5403.780762
	Iteration 189Q: 3 clusters Score -8010210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -8010211.000000 Penalty: 5403.780762
	Iteration 190Q: 3 clusters Score -8010211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -8010210.000000 Penalty: 5403.780762
	Iteration 191Q: 3 clusters Score -8010210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -8010206.000000 Penalty: 5403.780762
	Iteration 192Q: 3 clusters Score -8010206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -8010207.500000 Penalty: 5403.780762
	Iteration 193Q: 3 clusters Score -8010208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -8010207.500000 Penalty: 5403.780762
	Iteration 194Q: 3 clusters Score -8010208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -8010204.500000 Penalty: 5403.780762
	Iteration 195Q: 3 clusters Score -8010204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -8010204.000000 Penalty: 5403.780762
	Iteration 196Q: 3 clusters Score -8010204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -8010208.500000 Penalty: 5403.780762
	Iteration 197Q: 3 clusters Score -8010208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -8010208.500000 Penalty: 5403.780762
	Iteration 198F: 3 clusters Score -8010208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Entering Unmasked Estep 
Score: -1637941.500000 Penalty: 2308.431885
	Iteration 0F: 2 clusters Score -1637942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1629633.500000 Penalty: 4616.863770
	Iteration 0F: 3 clusters Score -1629634 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1632290.500000 Penalty: 4616.863770
	Iteration 1F: 3 clusters Score -1632290 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1632820.750000 Penalty: 4616.863770
	Iteration 2F: 3 clusters Score -1632821 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1633262.375000 Penalty: 4616.863770
	Iteration 3F: 3 clusters Score -1633262 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1633603.375000 Penalty: 4616.863770
	Iteration 4F: 3 clusters Score -1633603 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1633889.750000 Penalty: 4616.863770
	Iteration 5Q: 3 clusters Score -1633890 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1634149.625000 Penalty: 4616.863770
	Iteration 6Q: 3 clusters Score -1634150 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1634435.625000 Penalty: 4616.863770
	Iteration 7Q: 3 clusters Score -1634436 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1634739.500000 Penalty: 4616.863770
	Iteration 8Q: 3 clusters Score -1634740 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1635097.750000 Penalty: 4616.863770
	Iteration 9Q: 3 clusters Score -1635098 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1635516.875000 Penalty: 4616.863770
	Iteration 10Q: 3 clusters Score -1635517 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1635883.875000 Penalty: 4616.863770
	Iteration 11Q: 3 clusters Score -1635884 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1636182.125000 Penalty: 4616.863770
	Iteration 12Q: 3 clusters Score -1636182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1636410.500000 Penalty: 4616.863770
	Iteration 13Q: 3 clusters Score -1636410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1636621.250000 Penalty: 4616.863770
	Iteration 14Q: 3 clusters Score -1636621 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1636798.000000 Penalty: 4616.863770
	Iteration 15Q: 3 clusters Score -1636798 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1636924.375000 Penalty: 4616.863770
	Iteration 16Q: 3 clusters Score -1636924 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1637032.000000 Penalty: 4616.863770
	Iteration 17Q: 3 clusters Score -1637032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1637105.625000 Penalty: 4616.863770
	Iteration 18Q: 3 clusters Score -1637106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1637168.750000 Penalty: 4616.863770
	Iteration 19Q: 3 clusters Score -1637169 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1637212.625000 Penalty: 4616.863770
	Iteration 20F: 3 clusters Score -1637213 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1637254.250000 Penalty: 4616.863770
	Iteration 21Q: 3 clusters Score -1637254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1637295.875000 Penalty: 4616.863770
	Iteration 22Q: 3 clusters Score -1637296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1637317.875000 Penalty: 4616.863770
	Iteration 23Q: 3 clusters Score -1637318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1637328.125000 Penalty: 4616.863770
	Iteration 24Q: 3 clusters Score -1637328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1637338.125000 Penalty: 4616.863770
	Iteration 25Q: 3 clusters Score -1637338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1637343.000000 Penalty: 4616.863770
	Iteration 26Q: 3 clusters Score -1637343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1637352.250000 Penalty: 4616.863770
	Iteration 27Q: 3 clusters Score -1637352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1637352.500000 Penalty: 4616.863770
	Iteration 28Q: 3 clusters Score -1637352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1637355.625000 Penalty: 4616.863770
	Iteration 29Q: 3 clusters Score -1637356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1637358.000000 Penalty: 4616.863770
	Iteration 30Q: 3 clusters Score -1637358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1637360.500000 Penalty: 4616.863770
	Iteration 31Q: 3 clusters Score -1637360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1637363.000000 Penalty: 4616.863770
	Iteration 32Q: 3 clusters Score -1637363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1637366.625000 Penalty: 4616.863770
	Iteration 33Q: 3 clusters Score -1637367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1637367.250000 Penalty: 4616.863770
	Iteration 34Q: 3 clusters Score -1637367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1637376.000000 Penalty: 4616.863770
	Iteration 35Q: 3 clusters Score -1637376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1637379.125000 Penalty: 4616.863770
	Iteration 36Q: 3 clusters Score -1637379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1637378.750000 Penalty: 4616.863770
	Iteration 37Q: 3 clusters Score -1637379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1637378.500000 Penalty: 4616.863770
	Iteration 38Q: 3 clusters Score -1637378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1637379.250000 Penalty: 4616.863770
	Iteration 39Q: 3 clusters Score -1637379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1637378.750000 Penalty: 4616.863770
	Iteration 40F: 3 clusters Score -1637379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1637380.500000 Penalty: 4616.863770
	Iteration 41Q: 3 clusters Score -1637380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1637385.625000 Penalty: 4616.863770
	Iteration 42Q: 3 clusters Score -1637386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1637387.375000 Penalty: 4616.863770
	Iteration 43Q: 3 clusters Score -1637387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1637383.375000 Penalty: 4616.863770
	Iteration 44Q: 3 clusters Score -1637383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1637386.375000 Penalty: 4616.863770
	Iteration 45Q: 3 clusters Score -1637386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1637385.375000 Penalty: 4616.863770
	Iteration 46Q: 3 clusters Score -1637385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1637385.875000 Penalty: 4616.863770
	Iteration 47Q: 3 clusters Score -1637386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1637387.375000 Penalty: 4616.863770
	Iteration 48Q: 3 clusters Score -1637387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1637386.750000 Penalty: 4616.863770
	Iteration 49Q: 3 clusters Score -1637387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1637386.750000 Penalty: 4616.863770
	Iteration 50F: 3 clusters Score -1637387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -264519.312500 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -264519.3 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 972 members 
Entering Unmasked Estep 
Score: -261999.093750 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -261999.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262619.125000 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -262619.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -262930.750000 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -262930.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -263301.750000 Penalty: 3752.376465
	Iteration 3F: 3 clusters Score -263301.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -263606.375000 Penalty: 3752.376465
	Iteration 4F: 3 clusters Score -263606.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -263870.750000 Penalty: 3752.376465
	Iteration 5F: 3 clusters Score -263870.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -264085.625000 Penalty: 3752.376465
	Iteration 6F: 3 clusters Score -264085.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264223.593750 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -264223.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264276.593750 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -264276.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -264311.343750 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -264311.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264327.937500 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -264327.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -264342.562500 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -264342.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264365.187500 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -264365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -264385.250000 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -264385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -264397.250000 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -264397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -264407.562500 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -264407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -264422.531250 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -264422.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264448.250000 Penalty: 3752.376465
	Iteration 17Q: 3 clusters Score -264448.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264463.062500 Penalty: 3752.376465
	Iteration 18Q: 3 clusters Score -264463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -264476.968750 Penalty: 3752.376465
	Iteration 19Q: 3 clusters Score -264477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -264492.687500 Penalty: 3752.376465
	Iteration 20F: 3 clusters Score -264492.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -264508.250000 Penalty: 3752.376465
	Iteration 21Q: 3 clusters Score -264508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264515.031250 Penalty: 3752.376465
	Iteration 22Q: 3 clusters Score -264515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -264519.500000 Penalty: 3752.376465
	Iteration 23Q: 3 clusters Score -264519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264520.625000 Penalty: 3752.376465
	Iteration 24Q: 3 clusters Score -264520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -264520.625000 Penalty: 3752.376465
	Iteration 25F: 3 clusters Score -264520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 70898 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10931 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91299 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78224 members 
Mstep: Class 25 contains 10461 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63984 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 11040 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 9629 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53891 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 998 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25214 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1168 members 
Mstep: Class 52 contains 932 members 
Entering Unmasked Estep 
Score: -115068136.000000 Penalty: 175334.546875
Splitting cluster 43 changes total score from -115069752.000000 to -115068136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -890134.125000 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -890134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -884829.437500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -884829.4 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -886306.312500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -886306.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -886589.812500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -886589.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -886774.625000 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -886774.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -886905.250000 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -886905.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -887013.500000 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -887013.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -887122.812500 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -887122.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -887244.375000 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -887244.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -887388.625000 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -887388.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -887526.687500 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -887526.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -887655.562500 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -887655.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -887768.812500 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -887768.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -887885.000000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -887885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -887974.687500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -887974.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -888046.687500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -888046.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -888107.687500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -888107.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -888164.125000 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -888164.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -888208.375000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -888208.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -888243.687500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -888243.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -888276.000000 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -888276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -888311.000000 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -888311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -888339.687500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -888339.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -888366.625000 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -888366.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -888383.375000 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -888383.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -888396.625000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -888396.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -888410.250000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -888410.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -888422.500000 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -888422.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -888439.687500 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -888439.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -888454.125000 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -888454.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -888465.625000 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -888465.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -888476.875000 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -888476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -888482.562500 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -888482.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -888492.812500 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -888492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -888496.375000 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -888496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -888503.562500 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -888503.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -888508.000000 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -888508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -888510.000000 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -888510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -888514.562500 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -888514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -888516.875000 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -888516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -888521.687500 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -888521.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -888522.250000 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -888522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -888522.750000 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -888522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -888521.062500 Penalty: 4326.399414
	Iteration 42Q: 3 clusters Score -888521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -888522.312500 Penalty: 4326.399414
	Iteration 43Q: 3 clusters Score -888522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -888522.750000 Penalty: 4326.399414
	Iteration 44Q: 3 clusters Score -888522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -888525.812500 Penalty: 4326.399414
	Iteration 45Q: 3 clusters Score -888525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -888526.125000 Penalty: 4326.399414
	Iteration 46Q: 3 clusters Score -888526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -888526.125000 Penalty: 4326.399414
	Iteration 47F: 3 clusters Score -888526.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -735320.375000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -735320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -730782.000000 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -730782 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -731996.375000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -731996.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -732261.312500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -732261.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -732406.000000 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -732406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -732508.375000 Penalty: 4231.521484
	Iteration 4Q: 3 clusters Score -732508.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -732583.062500 Penalty: 4231.521484
	Iteration 5Q: 3 clusters Score -732583.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -732664.687500 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -732664.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -732741.187500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -732741.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -732804.312500 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -732804.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -732852.312500 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -732852.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -732904.750000 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -732904.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -732944.812500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -732944.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -732984.437500 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -732984.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -733013.437500 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -733013.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -733048.000000 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -733048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -733072.437500 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -733072.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -733098.937500 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -733098.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -733120.125000 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -733120.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -733138.937500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -733138.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -733155.375000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -733155.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -733175.187500 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -733175.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -733187.500000 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -733187.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -733205.125000 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -733205.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -733219.625000 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -733219.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -733243.062500 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -733243.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -733274.187500 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -733274.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -733293.187500 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -733293.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -733307.312500 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -733307.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -733319.812500 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -733319.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -733334.437500 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -733334.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -733349.812500 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -733349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -733360.812500 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -733360.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -733370.937500 Penalty: 4231.521484
	Iteration 32Q: 3 clusters Score -733370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -733379.937500 Penalty: 4231.521484
	Iteration 33Q: 3 clusters Score -733379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -733390.937500 Penalty: 4231.521484
	Iteration 34Q: 3 clusters Score -733390.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -733400.000000 Penalty: 4231.521484
	Iteration 35Q: 3 clusters Score -733400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -733408.437500 Penalty: 4231.521484
	Iteration 36Q: 3 clusters Score -733408.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -733415.625000 Penalty: 4231.521484
	Iteration 37Q: 3 clusters Score -733415.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -733424.125000 Penalty: 4231.521484
	Iteration 38Q: 3 clusters Score -733424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -733432.875000 Penalty: 4231.521484
	Iteration 39Q: 3 clusters Score -733432.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -733438.187500 Penalty: 4231.521484
	Iteration 40F: 3 clusters Score -733438.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -733445.812500 Penalty: 4231.521484
	Iteration 41Q: 3 clusters Score -733445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -733451.437500 Penalty: 4231.521484
	Iteration 42Q: 3 clusters Score -733451.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -733454.375000 Penalty: 4231.521484
	Iteration 43Q: 3 clusters Score -733454.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -733455.187500 Penalty: 4231.521484
	Iteration 44Q: 3 clusters Score -733455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -733456.062500 Penalty: 4231.521484
	Iteration 45Q: 3 clusters Score -733456.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -733456.062500 Penalty: 4231.521484
	Iteration 46F: 3 clusters Score -733456.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -96498.484375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -96498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94763.648438 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -94763.65 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -95012.937500 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -95012.94 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95128.867188 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -95128.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95201.015625 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -95201.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95233.421875 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -95233.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95262.609375 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -95262.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95304.179688 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -95304.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95327.125000 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -95327.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95335.500000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -95335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95342.929688 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -95342.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95352.492188 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -95352.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95358.953125 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -95358.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95360.492188 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -95360.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95365.609375 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -95365.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95368.125000 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -95368.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95371.804688 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -95371.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95371.804688 Penalty: 3246.493408
	Iteration 16F: 3 clusters Score -95371.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Entering Unmasked Estep 
Score: -3781377.000000 Penalty: 2513.518311
	Iteration 0F: 2 clusters Score -3781377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -3763855.000000 Penalty: 5027.036621
	Iteration 0F: 3 clusters Score -3763855 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3769999.000000 Penalty: 5027.036621
	Iteration 1F: 3 clusters Score -3769999 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3770363.000000 Penalty: 5027.036621
	Iteration 2Q: 3 clusters Score -3770363 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -3770662.500000 Penalty: 5027.036621
	Iteration 3Q: 3 clusters Score -3770662 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3770905.750000 Penalty: 5027.036621
	Iteration 4Q: 3 clusters Score -3770906 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3771121.250000 Penalty: 5027.036621
	Iteration 5Q: 3 clusters Score -3771121 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3771347.500000 Penalty: 5027.036621
	Iteration 6Q: 3 clusters Score -3771348 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3771534.750000 Penalty: 5027.036621
	Iteration 7Q: 3 clusters Score -3771535 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3771755.250000 Penalty: 5027.036621
	Iteration 8Q: 3 clusters Score -3771755 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3772017.750000 Penalty: 5027.036621
	Iteration 9Q: 3 clusters Score -3772018 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3772338.750000 Penalty: 5027.036621
	Iteration 10Q: 3 clusters Score -3772339 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -3772762.250000 Penalty: 5027.036621
	Iteration 11Q: 3 clusters Score -3772762 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -3773288.500000 Penalty: 5027.036621
	Iteration 12Q: 3 clusters Score -3773288 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3773945.250000 Penalty: 5027.036621
	Iteration 13Q: 3 clusters Score -3773945 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3774609.500000 Penalty: 5027.036621
	Iteration 14Q: 3 clusters Score -3774610 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3775209.000000 Penalty: 5027.036621
	Iteration 15Q: 3 clusters Score -3775209 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3775657.000000 Penalty: 5027.036621
	Iteration 16Q: 3 clusters Score -3775657 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3775996.750000 Penalty: 5027.036621
	Iteration 17Q: 3 clusters Score -3775997 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3776284.750000 Penalty: 5027.036621
	Iteration 18Q: 3 clusters Score -3776285 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3776538.500000 Penalty: 5027.036621
	Iteration 19Q: 3 clusters Score -3776538 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3776751.500000 Penalty: 5027.036621
	Iteration 20F: 3 clusters Score -3776752 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3776961.000000 Penalty: 5027.036621
	Iteration 21Q: 3 clusters Score -3776961 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3777189.750000 Penalty: 5027.036621
	Iteration 22Q: 3 clusters Score -3777190 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3777399.250000 Penalty: 5027.036621
	Iteration 23Q: 3 clusters Score -3777399 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3777605.000000 Penalty: 5027.036621
	Iteration 24Q: 3 clusters Score -3777605 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3777817.750000 Penalty: 5027.036621
	Iteration 25Q: 3 clusters Score -3777818 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3778047.000000 Penalty: 5027.036621
	Iteration 26Q: 3 clusters Score -3778047 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3778250.750000 Penalty: 5027.036621
	Iteration 27Q: 3 clusters Score -3778251 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3778428.000000 Penalty: 5027.036621
	Iteration 28Q: 3 clusters Score -3778428 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3778610.250000 Penalty: 5027.036621
	Iteration 29Q: 3 clusters Score -3778610 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3778753.750000 Penalty: 5027.036621
	Iteration 30Q: 3 clusters Score -3778754 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3778849.500000 Penalty: 5027.036621
	Iteration 31Q: 3 clusters Score -3778850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3778923.750000 Penalty: 5027.036621
	Iteration 32Q: 3 clusters Score -3778924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3778980.250000 Penalty: 5027.036621
	Iteration 33Q: 3 clusters Score -3778980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3779031.000000 Penalty: 5027.036621
	Iteration 34Q: 3 clusters Score -3779031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3779050.750000 Penalty: 5027.036621
	Iteration 35Q: 3 clusters Score -3779051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3779060.500000 Penalty: 5027.036621
	Iteration 36Q: 3 clusters Score -3779060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3779073.500000 Penalty: 5027.036621
	Iteration 37Q: 3 clusters Score -3779074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3779091.500000 Penalty: 5027.036621
	Iteration 38Q: 3 clusters Score -3779092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3779106.000000 Penalty: 5027.036621
	Iteration 39Q: 3 clusters Score -3779106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3779114.000000 Penalty: 5027.036621
	Iteration 40F: 3 clusters Score -3779114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3779119.250000 Penalty: 5027.036621
	Iteration 41Q: 3 clusters Score -3779119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3779128.750000 Penalty: 5027.036621
	Iteration 42Q: 3 clusters Score -3779129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3779134.250000 Penalty: 5027.036621
	Iteration 43Q: 3 clusters Score -3779134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3779143.500000 Penalty: 5027.036621
	Iteration 44Q: 3 clusters Score -3779144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3779143.500000 Penalty: 5027.036621
	Iteration 45Q: 3 clusters Score -3779144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3779149.500000 Penalty: 5027.036621
	Iteration 46Q: 3 clusters Score -3779150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3779156.750000 Penalty: 5027.036621
	Iteration 47Q: 3 clusters Score -3779157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3779158.750000 Penalty: 5027.036621
	Iteration 48Q: 3 clusters Score -3779159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3779159.500000 Penalty: 5027.036621
	Iteration 49Q: 3 clusters Score -3779160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3779157.500000 Penalty: 5027.036621
	Iteration 50Q: 3 clusters Score -3779158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3779159.000000 Penalty: 5027.036621
	Iteration 51Q: 3 clusters Score -3779159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3779159.000000 Penalty: 5027.036621
	Iteration 52F: 3 clusters Score -3779159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -90881.390625 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -90881.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89192.031250 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -89192.03 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89541.625000 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -89541.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89765.804688 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -89765.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90046.406250 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -90046.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -90192.304688 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -90192.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90256.203125 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -90256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90271.421875 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -90271.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90278.273438 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -90278.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90287.476562 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -90287.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90288.664062 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -90288.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90288.664062 Penalty: 3276.898682
	Iteration 10F: 3 clusters Score -90288.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -88207.867188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -88207.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86544.023438 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -86544.02 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86724.390625 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -86724.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86766.695312 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -86766.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86806.984375 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -86806.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86831.859375 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -86831.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86849.718750 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -86849.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86866.515625 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -86866.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86871.492188 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -86871.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86871.492188 Penalty: 3205.662598
	Iteration 8F: 3 clusters Score -86871.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Entering Unmasked Estep 
Score: -1073411.625000 Penalty: 2203.554932
	Iteration 0F: 2 clusters Score -1073412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1067440.875000 Penalty: 4407.109863
	Iteration 0F: 3 clusters Score -1067441 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1069014.125000 Penalty: 4407.109863
	Iteration 1F: 3 clusters Score -1069014 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1069261.750000 Penalty: 4407.109863
	Iteration 2F: 3 clusters Score -1069262 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1069421.875000 Penalty: 4407.109863
	Iteration 3Q: 3 clusters Score -1069422 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1069543.875000 Penalty: 4407.109863
	Iteration 4Q: 3 clusters Score -1069544 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1069641.500000 Penalty: 4407.109863
	Iteration 5Q: 3 clusters Score -1069642 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1069725.875000 Penalty: 4407.109863
	Iteration 6Q: 3 clusters Score -1069726 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1069798.750000 Penalty: 4407.109863
	Iteration 7Q: 3 clusters Score -1069799 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1069862.000000 Penalty: 4407.109863
	Iteration 8Q: 3 clusters Score -1069862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1069922.750000 Penalty: 4407.109863
	Iteration 9Q: 3 clusters Score -1069923 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1069984.125000 Penalty: 4407.109863
	Iteration 10Q: 3 clusters Score -1069984 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1070050.625000 Penalty: 4407.109863
	Iteration 11Q: 3 clusters Score -1070051 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1070126.750000 Penalty: 4407.109863
	Iteration 12Q: 3 clusters Score -1070127 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1070215.500000 Penalty: 4407.109863
	Iteration 13Q: 3 clusters Score -1070216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1070295.250000 Penalty: 4407.109863
	Iteration 14Q: 3 clusters Score -1070295 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1070373.375000 Penalty: 4407.109863
	Iteration 15Q: 3 clusters Score -1070373 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1070453.750000 Penalty: 4407.109863
	Iteration 16Q: 3 clusters Score -1070454 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1070540.625000 Penalty: 4407.109863
	Iteration 17Q: 3 clusters Score -1070541 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1070628.625000 Penalty: 4407.109863
	Iteration 18Q: 3 clusters Score -1070629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1070722.500000 Penalty: 4407.109863
	Iteration 19Q: 3 clusters Score -1070722 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1070819.625000 Penalty: 4407.109863
	Iteration 20F: 3 clusters Score -1070820 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1070890.875000 Penalty: 4407.109863
	Iteration 21Q: 3 clusters Score -1070891 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1070954.125000 Penalty: 4407.109863
	Iteration 22Q: 3 clusters Score -1070954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1071002.750000 Penalty: 4407.109863
	Iteration 23Q: 3 clusters Score -1071003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1071061.750000 Penalty: 4407.109863
	Iteration 24Q: 3 clusters Score -1071062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1071113.500000 Penalty: 4407.109863
	Iteration 25Q: 3 clusters Score -1071114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1071159.750000 Penalty: 4407.109863
	Iteration 26Q: 3 clusters Score -1071160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1071200.875000 Penalty: 4407.109863
	Iteration 27Q: 3 clusters Score -1071201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1071238.250000 Penalty: 4407.109863
	Iteration 28Q: 3 clusters Score -1071238 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1071276.875000 Penalty: 4407.109863
	Iteration 29Q: 3 clusters Score -1071277 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1071310.000000 Penalty: 4407.109863
	Iteration 30Q: 3 clusters Score -1071310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1071348.375000 Penalty: 4407.109863
	Iteration 31Q: 3 clusters Score -1071348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1071402.375000 Penalty: 4407.109863
	Iteration 32Q: 3 clusters Score -1071402 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1071441.000000 Penalty: 4407.109863
	Iteration 33Q: 3 clusters Score -1071441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1071464.250000 Penalty: 4407.109863
	Iteration 34Q: 3 clusters Score -1071464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1071487.125000 Penalty: 4407.109863
	Iteration 35Q: 3 clusters Score -1071487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1071506.750000 Penalty: 4407.109863
	Iteration 36Q: 3 clusters Score -1071507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1071522.875000 Penalty: 4407.109863
	Iteration 37Q: 3 clusters Score -1071523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1071533.125000 Penalty: 4407.109863
	Iteration 38Q: 3 clusters Score -1071533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1071541.125000 Penalty: 4407.109863
	Iteration 39Q: 3 clusters Score -1071541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1071546.500000 Penalty: 4407.109863
	Iteration 40F: 3 clusters Score -1071546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1071559.750000 Penalty: 4407.109863
	Iteration 41Q: 3 clusters Score -1071560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1071566.375000 Penalty: 4407.109863
	Iteration 42Q: 3 clusters Score -1071566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1071576.875000 Penalty: 4407.109863
	Iteration 43Q: 3 clusters Score -1071577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1071579.125000 Penalty: 4407.109863
	Iteration 44Q: 3 clusters Score -1071579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1071580.375000 Penalty: 4407.109863
	Iteration 45Q: 3 clusters Score -1071580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1071582.125000 Penalty: 4407.109863
	Iteration 46Q: 3 clusters Score -1071582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1071585.250000 Penalty: 4407.109863
	Iteration 47Q: 3 clusters Score -1071585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1071585.000000 Penalty: 4407.109863
	Iteration 48Q: 3 clusters Score -1071585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1071589.000000 Penalty: 4407.109863
	Iteration 49Q: 3 clusters Score -1071589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1071590.125000 Penalty: 4407.109863
	Iteration 50Q: 3 clusters Score -1071590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1071590.875000 Penalty: 4407.109863
	Iteration 51Q: 3 clusters Score -1071591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1071591.750000 Penalty: 4407.109863
	Iteration 52Q: 3 clusters Score -1071592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1071592.625000 Penalty: 4407.109863
	Iteration 53Q: 3 clusters Score -1071593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1071592.625000 Penalty: 4407.109863
	Iteration 54F: 3 clusters Score -1071593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -167592.218750 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -167592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165540.687500 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -165540.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -165863.703125 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -165863.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165971.578125 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -165971.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166047.437500 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -166047.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166110.984375 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -166111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166179.968750 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -166180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166257.234375 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -166257.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -166310.750000 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -166310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166379.062500 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -166379.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166451.578125 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -166451.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166493.187500 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -166493.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166527.765625 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -166527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166541.578125 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -166541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166548.406250 Penalty: 3503.271973
	Iteration 13Q: 3 clusters Score -166548.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166556.000000 Penalty: 3503.271973
	Iteration 14Q: 3 clusters Score -166556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166561.859375 Penalty: 3503.271973
	Iteration 15Q: 3 clusters Score -166561.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166568.703125 Penalty: 3503.271973
	Iteration 16Q: 3 clusters Score -166568.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166572.109375 Penalty: 3503.271973
	Iteration 17Q: 3 clusters Score -166572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166574.765625 Penalty: 3503.271973
	Iteration 18Q: 3 clusters Score -166574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166579.953125 Penalty: 3503.271973
	Iteration 19Q: 3 clusters Score -166580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166584.375000 Penalty: 3503.271973
	Iteration 20F: 3 clusters Score -166584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166588.000000 Penalty: 3503.271973
	Iteration 21Q: 3 clusters Score -166588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166593.015625 Penalty: 3503.271973
	Iteration 22Q: 3 clusters Score -166593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166594.593750 Penalty: 3503.271973
	Iteration 23Q: 3 clusters Score -166594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166594.593750 Penalty: 3503.271973
	Iteration 24F: 3 clusters Score -166594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 4902 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8699 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 70898 members 
Mstep: Class 10 contains 7769 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10931 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18694 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91299 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78224 members 
Mstep: Class 25 contains 10461 members 
Mstep: Class 26 contains 4366 members 
Mstep: Class 27 contains 16886 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63984 members 
Mstep: Class 31 contains 14457 members 
Mstep: Class 32 contains 2630 members 
Mstep: Class 33 contains 11040 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2944 members 
Mstep: Class 39 contains 9629 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53891 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1930 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25214 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069688.000000 Penalty: 171962.734375
Iteration 199Q: 52 clusters Score -1.150697e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37260 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 70820 members 
Mstep: Class 10 contains 7768 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 10942 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 42768 members 
Mstep: Class 17 contains 21559 members 
Mstep: Class 18 contains 141 members 
Mstep: Class 19 contains 18698 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91339 members 
Mstep: Class 22 contains 36638 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78230 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 4365 members 
Mstep: Class 27 contains 16883 members 
Mstep: Class 28 contains 7905 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63982 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2628 members 
Mstep: Class 33 contains 11036 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2947 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53898 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1939 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25237 members 
Mstep: Class 48 contains 740 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070184.000000 Penalty: 171962.734375
Iteration 200F: 52 clusters Score -1.150702e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7291 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8675 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 70756 members 
Mstep: Class 10 contains 7766 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10953 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21560 members 
Mstep: Class 18 contains 155 members 
Mstep: Class 19 contains 18704 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91368 members 
Mstep: Class 22 contains 36644 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78234 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 4363 members 
Mstep: Class 27 contains 16879 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63976 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2625 members 
Mstep: Class 33 contains 11032 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2946 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53912 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1947 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25258 members 
Mstep: Class 48 contains 739 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070560.000000 Penalty: 171962.734375
Iteration 201Q: 52 clusters Score -1.150706e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7289 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37265 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70692 members 
Mstep: Class 10 contains 7766 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 9791 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 21562 members 
Mstep: Class 18 contains 151 members 
Mstep: Class 19 contains 18709 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91398 members 
Mstep: Class 22 contains 36651 members 
Mstep: Class 23 contains 5037 members 
Mstep: Class 24 contains 78233 members 
Mstep: Class 25 contains 10450 members 
Mstep: Class 26 contains 4361 members 
Mstep: Class 27 contains 16877 members 
Mstep: Class 28 contains 7915 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63972 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2613 members 
Mstep: Class 33 contains 11027 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2947 members 
Mstep: Class 39 contains 9630 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53922 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1962 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25282 members 
Mstep: Class 48 contains 748 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070632.000000 Penalty: 171962.734375
Iteration 202Q: 52 clusters Score -1.150706e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 4884 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 8658 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70635 members 
Mstep: Class 10 contains 7766 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 9792 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18714 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91420 members 
Mstep: Class 22 contains 36661 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 78237 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 4359 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7917 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63968 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2609 members 
Mstep: Class 33 contains 11023 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2948 members 
Mstep: Class 39 contains 9630 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53928 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1978 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25297 members 
Mstep: Class 48 contains 751 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7224 members 
Mstep: Class 51 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070568.000000 Penalty: 171962.734375
Iteration 203Q: 52 clusters Score -1.150706e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 4872 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 8652 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70570 members 
Mstep: Class 10 contains 7766 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 9793 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 21569 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18719 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91451 members 
Mstep: Class 22 contains 36664 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 78247 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 16876 members 
Mstep: Class 28 contains 7917 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63963 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2601 members 
Mstep: Class 33 contains 11018 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 9630 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 53931 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 1993 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25319 members 
Mstep: Class 48 contains 753 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7223 members 
Mstep: Class 51 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070584.000000 Penalty: 171962.734375
Iteration 204Q: 52 clusters Score -1.150706e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4863 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70517 members 
Mstep: Class 10 contains 7764 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 10991 members 
Mstep: Class 15 contains 9795 members 
Mstep: Class 16 contains 42768 members 
Mstep: Class 17 contains 21568 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18721 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91474 members 
Mstep: Class 22 contains 36669 members 
Mstep: Class 23 contains 5036 members 
Mstep: Class 24 contains 78249 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7917 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63958 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2585 members 
Mstep: Class 33 contains 11015 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2953 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53934 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2019 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25336 members 
Mstep: Class 48 contains 756 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070656.000000 Penalty: 171962.734375
Iteration 205Q: 52 clusters Score -1.150707e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 4852 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7288 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 37268 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70473 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 11000 members 
Mstep: Class 15 contains 9795 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21571 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18726 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91493 members 
Mstep: Class 22 contains 36676 members 
Mstep: Class 23 contains 5034 members 
Mstep: Class 24 contains 78251 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 16874 members 
Mstep: Class 28 contains 7914 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63956 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2563 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4833 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2951 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53938 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 2047 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25348 members 
Mstep: Class 48 contains 758 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070752.000000 Penalty: 171962.734375
Iteration 206Q: 52 clusters Score -1.150708e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4839 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 37269 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 70426 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19965 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 9795 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 21574 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18729 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91519 members 
Mstep: Class 22 contains 36680 members 
Mstep: Class 23 contains 5032 members 
Mstep: Class 24 contains 78256 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7912 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63953 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2544 members 
Mstep: Class 33 contains 11012 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4835 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2953 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 53950 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2073 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25360 members 
Mstep: Class 48 contains 764 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7223 members 
Mstep: Class 51 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070728.000000 Penalty: 171962.734375
Iteration 207Q: 52 clusters Score -1.150707e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7287 members 
Mstep: Class 5 contains 11775 members 
Mstep: Class 6 contains 37266 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 70380 members 
Mstep: Class 10 contains 7760 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 11017 members 
Mstep: Class 15 contains 9796 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 21577 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18734 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91538 members 
Mstep: Class 22 contains 36683 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 78257 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 4358 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7910 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63950 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2535 members 
Mstep: Class 33 contains 11009 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4833 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2956 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53954 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 2090 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25376 members 
Mstep: Class 48 contains 765 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7225 members 
Mstep: Class 51 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070824.000000 Penalty: 171962.734375
Iteration 208Q: 52 clusters Score -1.150708e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 4825 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7289 members 
Mstep: Class 5 contains 11778 members 
Mstep: Class 6 contains 37267 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 70333 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 11027 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 21580 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18737 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91554 members 
Mstep: Class 22 contains 36692 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 78253 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7913 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63946 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2525 members 
Mstep: Class 33 contains 11008 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2960 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53958 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2108 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25401 members 
Mstep: Class 48 contains 764 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7223 members 
Mstep: Class 51 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070784.000000 Penalty: 171962.734375
Iteration 209Q: 52 clusters Score -1.150708e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4819 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7291 members 
Mstep: Class 5 contains 11775 members 
Mstep: Class 6 contains 37266 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 70276 members 
Mstep: Class 10 contains 7759 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19962 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42756 members 
Mstep: Class 17 contains 21578 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18738 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91573 members 
Mstep: Class 22 contains 36696 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 78256 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7909 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63942 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2524 members 
Mstep: Class 33 contains 11001 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4831 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2962 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53962 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2118 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25427 members 
Mstep: Class 48 contains 766 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070664.000000 Penalty: 171962.734375
Iteration 210Q: 52 clusters Score -1.150707e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4820 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7289 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 70239 members 
Mstep: Class 10 contains 7757 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19962 members 
Mstep: Class 14 contains 11047 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42758 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18740 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91588 members 
Mstep: Class 22 contains 36701 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 78261 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7898 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63937 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11000 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4832 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2963 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53966 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2125 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25446 members 
Mstep: Class 48 contains 768 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070680.000000 Penalty: 171962.734375
Iteration 211Q: 52 clusters Score -1.150707e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7284 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8613 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 70188 members 
Mstep: Class 10 contains 7755 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 11058 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18744 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91606 members 
Mstep: Class 22 contains 36706 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 78263 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 16875 members 
Mstep: Class 28 contains 7890 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63931 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11004 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4833 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2964 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53976 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2130 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25465 members 
Mstep: Class 48 contains 769 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7221 members 
Mstep: Class 51 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070632.000000 Penalty: 171962.734375
Iteration 212Q: 52 clusters Score -1.150706e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4818 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7282 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 8610 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 70135 members 
Mstep: Class 10 contains 7755 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 19961 members 
Mstep: Class 14 contains 11064 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21580 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18745 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91626 members 
Mstep: Class 22 contains 36714 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4357 members 
Mstep: Class 27 contains 16874 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63921 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 11006 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4835 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2965 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53989 members 
Mstep: Class 42 contains 11028 members 
Mstep: Class 43 contains 2131 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25481 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070656.000000 Penalty: 171962.734375
Iteration 213Q: 52 clusters Score -1.150707e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 4815 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7281 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 8606 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 70085 members 
Mstep: Class 10 contains 7755 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19962 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18753 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91653 members 
Mstep: Class 22 contains 36712 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 78257 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 4356 members 
Mstep: Class 27 contains 16874 members 
Mstep: Class 28 contains 7889 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63919 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11006 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4835 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2966 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 53996 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2133 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25498 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070736.000000 Penalty: 171962.734375
Iteration 214Q: 52 clusters Score -1.150707e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7281 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37257 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 70049 members 
Mstep: Class 10 contains 7755 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19963 members 
Mstep: Class 14 contains 11076 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18757 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91667 members 
Mstep: Class 22 contains 36714 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 78260 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4355 members 
Mstep: Class 27 contains 16874 members 
Mstep: Class 28 contains 7890 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63916 members 
Mstep: Class 31 contains 14448 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11004 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4836 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2970 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54004 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2135 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25513 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070744.000000 Penalty: 171962.734375
Iteration 215Q: 52 clusters Score -1.150707e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 8591 members 
Mstep: Class 8 contains 3842 members 
Mstep: Class 9 contains 70004 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19963 members 
Mstep: Class 14 contains 11085 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21578 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91685 members 
Mstep: Class 22 contains 36724 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 78263 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4354 members 
Mstep: Class 27 contains 16873 members 
Mstep: Class 28 contains 7885 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63914 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11001 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4838 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2973 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54012 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2137 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25528 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070864.000000 Penalty: 171962.734375
Iteration 216Q: 52 clusters Score -1.150709e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 881 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 8587 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 69962 members 
Mstep: Class 10 contains 7753 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19964 members 
Mstep: Class 14 contains 11094 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21577 members 
Mstep: Class 18 contains 149 members 
Mstep: Class 19 contains 18766 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91702 members 
Mstep: Class 22 contains 36728 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 78264 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4353 members 
Mstep: Class 27 contains 16870 members 
Mstep: Class 28 contains 7882 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63910 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11002 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2974 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54018 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25542 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070928.000000 Penalty: 171962.734375
Iteration 217Q: 52 clusters Score -1.150709e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8581 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 69909 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 11108 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 18770 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91717 members 
Mstep: Class 22 contains 36733 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 78264 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4351 members 
Mstep: Class 27 contains 16870 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63902 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11006 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4842 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2976 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54023 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5072 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25555 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071016.000000 Penalty: 171962.734375
Iteration 218Q: 52 clusters Score -1.15071e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 882 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37263 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 3838 members 
Mstep: Class 9 contains 69864 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19968 members 
Mstep: Class 14 contains 11131 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 21579 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 18775 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91735 members 
Mstep: Class 22 contains 36737 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 4349 members 
Mstep: Class 27 contains 16871 members 
Mstep: Class 28 contains 7864 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63893 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11010 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4844 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2978 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54033 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25567 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7222 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070984.000000 Penalty: 171962.734375
Iteration 219Q: 52 clusters Score -1.15071e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 881 members 
Mstep: Class 4 contains 7277 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37262 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 69822 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19970 members 
Mstep: Class 14 contains 11154 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42777 members 
Mstep: Class 17 contains 21578 members 
Mstep: Class 18 contains 148 members 
Mstep: Class 19 contains 18778 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91747 members 
Mstep: Class 22 contains 36745 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 4346 members 
Mstep: Class 27 contains 16872 members 
Mstep: Class 28 contains 7855 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63882 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11011 members 
Mstep: Class 34 contains 4507 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2978 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54039 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25584 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7221 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071360.000000 Penalty: 171962.734375
Iteration 220F: 52 clusters Score -1.150714e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 69780 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19971 members 
Mstep: Class 14 contains 11170 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 21577 members 
Mstep: Class 18 contains 159 members 
Mstep: Class 19 contains 18782 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91761 members 
Mstep: Class 22 contains 36756 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 78263 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 4337 members 
Mstep: Class 27 contains 16872 members 
Mstep: Class 28 contains 7846 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63866 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2980 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54053 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2139 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25600 members 
Mstep: Class 48 contains 771 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071728.000000 Penalty: 171962.734375
Iteration 221Q: 52 clusters Score -1.150717e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37258 members 
Mstep: Class 7 contains 8556 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 69743 members 
Mstep: Class 10 contains 7751 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19973 members 
Mstep: Class 14 contains 11186 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42785 members 
Mstep: Class 17 contains 21578 members 
Mstep: Class 18 contains 156 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91774 members 
Mstep: Class 22 contains 36762 members 
Mstep: Class 23 contains 5028 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10424 members 
Mstep: Class 26 contains 4335 members 
Mstep: Class 27 contains 16870 members 
Mstep: Class 28 contains 7840 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63854 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4508 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54066 members 
Mstep: Class 42 contains 11030 members 
Mstep: Class 43 contains 2139 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25619 members 
Mstep: Class 48 contains 776 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071904.000000 Penalty: 171962.734375
Iteration 222Q: 52 clusters Score -1.150719e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 11772 members 
Mstep: Class 6 contains 37253 members 
Mstep: Class 7 contains 8553 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 69714 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 19976 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42791 members 
Mstep: Class 17 contains 21581 members 
Mstep: Class 18 contains 155 members 
Mstep: Class 19 contains 18788 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91778 members 
Mstep: Class 22 contains 36770 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4331 members 
Mstep: Class 27 contains 16868 members 
Mstep: Class 28 contains 7831 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63844 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11015 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4843 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54075 members 
Mstep: Class 42 contains 11030 members 
Mstep: Class 43 contains 2139 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25646 members 
Mstep: Class 48 contains 778 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071856.000000 Penalty: 171962.734375
Iteration 223Q: 52 clusters Score -1.150719e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37246 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 69678 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19980 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42789 members 
Mstep: Class 17 contains 21585 members 
Mstep: Class 18 contains 155 members 
Mstep: Class 19 contains 18788 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91786 members 
Mstep: Class 22 contains 36772 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 78264 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4330 members 
Mstep: Class 27 contains 16865 members 
Mstep: Class 28 contains 7821 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63842 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11014 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4844 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54081 members 
Mstep: Class 42 contains 11030 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25671 members 
Mstep: Class 48 contains 779 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071752.000000 Penalty: 171962.734375
Iteration 224Q: 52 clusters Score -1.150718e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37242 members 
Mstep: Class 7 contains 8555 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 69625 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19983 members 
Mstep: Class 14 contains 11227 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42791 members 
Mstep: Class 17 contains 21588 members 
Mstep: Class 18 contains 155 members 
Mstep: Class 19 contains 18790 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91795 members 
Mstep: Class 22 contains 36781 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16864 members 
Mstep: Class 28 contains 7815 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11016 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4842 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54091 members 
Mstep: Class 42 contains 11030 members 
Mstep: Class 43 contains 2136 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25703 members 
Mstep: Class 48 contains 781 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071856.000000 Penalty: 171962.734375
Iteration 225Q: 52 clusters Score -1.150719e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 8554 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 69580 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19984 members 
Mstep: Class 14 contains 11237 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 21588 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18795 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91807 members 
Mstep: Class 22 contains 36785 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 78259 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7810 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63836 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11019 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54097 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2138 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25721 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071840.000000 Penalty: 171962.734375
Iteration 226Q: 52 clusters Score -1.150718e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 8553 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 69545 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19986 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 21588 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18799 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91815 members 
Mstep: Class 22 contains 36788 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 78261 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7800 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63835 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 11020 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54103 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2140 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25738 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071832.000000 Penalty: 171962.734375
Iteration 227Q: 52 clusters Score -1.150718e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37233 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 69517 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 11258 members 
Mstep: Class 15 contains 9800 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 21590 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18802 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91820 members 
Mstep: Class 22 contains 36790 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 78261 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7794 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63835 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11021 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54108 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2140 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25749 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071672.000000 Penalty: 171962.734375
Iteration 228Q: 52 clusters Score -1.150717e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 4810 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7273 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8550 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69493 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19992 members 
Mstep: Class 14 contains 11263 members 
Mstep: Class 15 contains 9801 members 
Mstep: Class 16 contains 42789 members 
Mstep: Class 17 contains 21593 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18809 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91823 members 
Mstep: Class 22 contains 36789 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 78261 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63835 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11022 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54116 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2142 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25758 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071768.000000 Penalty: 171962.734375
Iteration 229Q: 52 clusters Score -1.150718e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69464 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19993 members 
Mstep: Class 14 contains 11267 members 
Mstep: Class 15 contains 9802 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 21596 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18816 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91828 members 
Mstep: Class 22 contains 36790 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 78261 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11022 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54132 members 
Mstep: Class 42 contains 11029 members 
Mstep: Class 43 contains 2142 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25765 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071736.000000 Penalty: 171962.734375
Iteration 230Q: 52 clusters Score -1.150717e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69430 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19993 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42776 members 
Mstep: Class 17 contains 21597 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18822 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91837 members 
Mstep: Class 22 contains 36791 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 78259 members 
Mstep: Class 25 contains 10420 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16863 members 
Mstep: Class 28 contains 7792 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63833 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11024 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54148 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2142 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25770 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071728.000000 Penalty: 171962.734375
Iteration 231Q: 52 clusters Score -1.150717e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37233 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69403 members 
Mstep: Class 10 contains 7752 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19992 members 
Mstep: Class 14 contains 11273 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42773 members 
Mstep: Class 17 contains 21599 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18825 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 91844 members 
Mstep: Class 22 contains 36791 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 78258 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2520 members 
Mstep: Class 33 contains 11026 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54155 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2143 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25780 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071664.000000 Penalty: 171962.734375
Iteration 232Q: 52 clusters Score -1.150717e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4808 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69375 members 
Mstep: Class 10 contains 7750 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21600 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18830 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91849 members 
Mstep: Class 22 contains 36795 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 78259 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63833 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11029 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1816 members 
Mstep: Class 41 contains 54160 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2144 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25787 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071688.000000 Penalty: 171962.734375
Iteration 233Q: 52 clusters Score -1.150717e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69340 members 
Mstep: Class 10 contains 7749 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19990 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21601 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18834 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91857 members 
Mstep: Class 22 contains 36798 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 78262 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11032 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54166 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2146 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25800 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071744.000000 Penalty: 171962.734375
Iteration 234Q: 52 clusters Score -1.150717e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7274 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8547 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69312 members 
Mstep: Class 10 contains 7747 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19990 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21601 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18838 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91864 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 78264 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11035 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54166 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2147 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25810 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071584.000000 Penalty: 171962.734375
Iteration 235Q: 52 clusters Score -1.150716e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4806 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69282 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19992 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18839 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91876 members 
Mstep: Class 22 contains 36802 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 78267 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7787 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54165 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2152 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25818 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071576.000000 Penalty: 171962.734375
Iteration 236Q: 52 clusters Score -1.150716e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 11771 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8544 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69256 members 
Mstep: Class 10 contains 7744 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18840 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91885 members 
Mstep: Class 22 contains 36805 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 78270 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2524 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54168 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2154 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25824 members 
Mstep: Class 48 contains 781 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071600.000000 Penalty: 171962.734375
Iteration 237Q: 52 clusters Score -1.150716e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69237 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 19996 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21605 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18842 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91889 members 
Mstep: Class 22 contains 36806 members 
Mstep: Class 23 contains 5010 members 
Mstep: Class 24 contains 78275 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2524 members 
Mstep: Class 33 contains 11038 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54171 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2159 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25831 members 
Mstep: Class 48 contains 781 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071656.000000 Penalty: 171962.734375
Iteration 238Q: 52 clusters Score -1.150717e+08 nChanged 52
Entering ConstructFrom: 
Score: -115071656.000000 Penalty: 171962.734375
Entering ConstructFrom: 
Trying to split cluster 1 (27815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Entering Unmasked Estep 
Score: -4151103.750000 Penalty: 2537.865967
	Iteration 0F: 2 clusters Score -4151104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -4131925.250000 Penalty: 5075.731934
	Iteration 0F: 3 clusters Score -4131925 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -4138579.000000 Penalty: 5075.731934
	Iteration 1F: 3 clusters Score -4138579 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -4138972.000000 Penalty: 5075.731934
	Iteration 2Q: 3 clusters Score -4138972 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4139304.750000 Penalty: 5075.731934
	Iteration 3Q: 3 clusters Score -4139305 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -4139594.750000 Penalty: 5075.731934
	Iteration 4Q: 3 clusters Score -4139595 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4139816.250000 Penalty: 5075.731934
	Iteration 5Q: 3 clusters Score -4139816 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4140016.250000 Penalty: 5075.731934
	Iteration 6Q: 3 clusters Score -4140016 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4140253.250000 Penalty: 5075.731934
	Iteration 7Q: 3 clusters Score -4140253 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -4140503.000000 Penalty: 5075.731934
	Iteration 8Q: 3 clusters Score -4140503 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -4140807.250000 Penalty: 5075.731934
	Iteration 9Q: 3 clusters Score -4140807 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -4141174.750000 Penalty: 5075.731934
	Iteration 10Q: 3 clusters Score -4141175 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4141697.750000 Penalty: 5075.731934
	Iteration 11Q: 3 clusters Score -4141698 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -4142294.500000 Penalty: 5075.731934
	Iteration 12Q: 3 clusters Score -4142294 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4143094.750000 Penalty: 5075.731934
	Iteration 13Q: 3 clusters Score -4143095 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4143987.750000 Penalty: 5075.731934
	Iteration 14F: 3 clusters Score -4143988 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -4144962.000000 Penalty: 5075.731934
	Iteration 15F: 3 clusters Score -4144962 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4145854.500000 Penalty: 5075.731934
	Iteration 16Q: 3 clusters Score -4145854 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4146661.250000 Penalty: 5075.731934
	Iteration 17Q: 3 clusters Score -4146661 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4147333.500000 Penalty: 5075.731934
	Iteration 18Q: 3 clusters Score -4147334 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4147896.250000 Penalty: 5075.731934
	Iteration 19Q: 3 clusters Score -4147896 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4148367.250000 Penalty: 5075.731934
	Iteration 20F: 3 clusters Score -4148367 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4148675.000000 Penalty: 5075.731934
	Iteration 21Q: 3 clusters Score -4148675 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4148858.750000 Penalty: 5075.731934
	Iteration 22Q: 3 clusters Score -4148859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4148972.750000 Penalty: 5075.731934
	Iteration 23Q: 3 clusters Score -4148973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4149033.750000 Penalty: 5075.731934
	Iteration 24Q: 3 clusters Score -4149034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4149058.500000 Penalty: 5075.731934
	Iteration 25Q: 3 clusters Score -4149058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4149086.500000 Penalty: 5075.731934
	Iteration 26Q: 3 clusters Score -4149086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4149112.500000 Penalty: 5075.731934
	Iteration 27Q: 3 clusters Score -4149112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4149121.500000 Penalty: 5075.731934
	Iteration 28Q: 3 clusters Score -4149122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4149140.250000 Penalty: 5075.731934
	Iteration 29Q: 3 clusters Score -4149140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4149156.250000 Penalty: 5075.731934
	Iteration 30Q: 3 clusters Score -4149156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4149162.000000 Penalty: 5075.731934
	Iteration 31Q: 3 clusters Score -4149162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4149158.500000 Penalty: 5075.731934
	Iteration 32Q: 3 clusters Score -4149158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4149165.250000 Penalty: 5075.731934
	Iteration 33Q: 3 clusters Score -4149165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4149170.750000 Penalty: 5075.731934
	Iteration 34Q: 3 clusters Score -4149171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4149173.500000 Penalty: 5075.731934
	Iteration 35Q: 3 clusters Score -4149174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4149172.000000 Penalty: 5075.731934
	Iteration 36Q: 3 clusters Score -4149172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4149171.000000 Penalty: 5075.731934
	Iteration 37Q: 3 clusters Score -4149171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4149174.750000 Penalty: 5075.731934
	Iteration 38Q: 3 clusters Score -4149175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4149177.500000 Penalty: 5075.731934
	Iteration 39Q: 3 clusters Score -4149178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4149179.500000 Penalty: 5075.731934
	Iteration 40F: 3 clusters Score -4149180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4149184.000000 Penalty: 5075.731934
	Iteration 41Q: 3 clusters Score -4149184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4149181.500000 Penalty: 5075.731934
	Iteration 42Q: 3 clusters Score -4149182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4149177.250000 Penalty: 5075.731934
	Iteration 43Q: 3 clusters Score -4149177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4149178.250000 Penalty: 5075.731934
	Iteration 44Q: 3 clusters Score -4149178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4149178.250000 Penalty: 5075.731934
	Iteration 45F: 3 clusters Score -4149178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -654463.312500 Penalty: 2102.295166
	Iteration 0F: 2 clusters Score -654463.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -650055.375000 Penalty: 4204.590332
	Iteration 0F: 3 clusters Score -650055.4 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -651237.562500 Penalty: 4204.590332
	Iteration 1F: 3 clusters Score -651237.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -651648.937500 Penalty: 4204.590332
	Iteration 2F: 3 clusters Score -651648.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -651955.750000 Penalty: 4204.590332
	Iteration 3F: 3 clusters Score -651955.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -652237.687500 Penalty: 4204.590332
	Iteration 4F: 3 clusters Score -652237.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -652545.750000 Penalty: 4204.590332
	Iteration 5F: 3 clusters Score -652545.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -652885.562500 Penalty: 4204.590332
	Iteration 6F: 3 clusters Score -652885.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -653239.312500 Penalty: 4204.590332
	Iteration 7F: 3 clusters Score -653239.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -653551.937500 Penalty: 4204.590332
	Iteration 8F: 3 clusters Score -653551.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -653814.000000 Penalty: 4204.590332
	Iteration 9Q: 3 clusters Score -653814 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -654066.312500 Penalty: 4204.590332
	Iteration 10Q: 3 clusters Score -654066.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -654266.750000 Penalty: 4204.590332
	Iteration 11Q: 3 clusters Score -654266.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -654349.875000 Penalty: 4204.590332
	Iteration 12Q: 3 clusters Score -654349.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -654374.937500 Penalty: 4204.590332
	Iteration 13Q: 3 clusters Score -654374.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -654384.687500 Penalty: 4204.590332
	Iteration 14Q: 3 clusters Score -654384.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -654388.687500 Penalty: 4204.590332
	Iteration 15Q: 3 clusters Score -654388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -654389.312500 Penalty: 4204.590332
	Iteration 16Q: 3 clusters Score -654389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -654390.937500 Penalty: 4204.590332
	Iteration 17Q: 3 clusters Score -654390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -654390.937500 Penalty: 4204.590332
	Iteration 18F: 3 clusters Score -654390.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -96201.343750 Penalty: 1681.420654
	Iteration 0F: 2 clusters Score -96201.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94628.820312 Penalty: 3362.841309
	Iteration 0F: 3 clusters Score -94628.82 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -95386.960938 Penalty: 3362.841309
	Iteration 1F: 3 clusters Score -95386.96 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -96081.382812 Penalty: 3362.841309
	Iteration 2F: 3 clusters Score -96081.38 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96559.929688 Penalty: 3362.841309
	Iteration 3F: 3 clusters Score -96559.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -96888.742188 Penalty: 3362.841309
	Iteration 4F: 3 clusters Score -96888.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -97009.250000 Penalty: 3362.841309
	Iteration 5Q: 3 clusters Score -97009.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97055.726562 Penalty: 3362.841309
	Iteration 6Q: 3 clusters Score -97055.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -97063.148438 Penalty: 3362.841309
	Iteration 7Q: 3 clusters Score -97063.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -97072.703125 Penalty: 3362.841309
	Iteration 8Q: 3 clusters Score -97072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97077.562500 Penalty: 3362.841309
	Iteration 9Q: 3 clusters Score -97077.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97083.695312 Penalty: 3362.841309
	Iteration 10Q: 3 clusters Score -97083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97085.125000 Penalty: 3362.841309
	Iteration 11Q: 3 clusters Score -97085.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -97088.984375 Penalty: 3362.841309
	Iteration 12F: 3 clusters Score -97088.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97118.203125 Penalty: 3362.841309
	Iteration 13Q: 3 clusters Score -97118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -97193.898438 Penalty: 3362.841309
	Iteration 14Q: 3 clusters Score -97193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -97203.695312 Penalty: 3362.841309
	Iteration 15Q: 3 clusters Score -97203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97206.640625 Penalty: 3362.841309
	Iteration 16Q: 3 clusters Score -97206.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -97206.640625 Penalty: 3362.841309
	Iteration 17F: 3 clusters Score -97206.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 296 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 584 members 
Entering Unmasked Estep 
Score: -115071080.000000 Penalty: 175334.546875
Splitting cluster 3 changes total score from -115071656.000000 to -115071080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -1022423.187500 Penalty: 2205.367676
	Iteration 0F: 2 clusters Score -1022423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1016515.625000 Penalty: 4410.735352
	Iteration 0F: 3 clusters Score -1016516 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1018296.250000 Penalty: 4410.735352
	Iteration 1F: 3 clusters Score -1018296 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1018766.437500 Penalty: 4410.735352
	Iteration 2F: 3 clusters Score -1018766 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1019138.562500 Penalty: 4410.735352
	Iteration 3F: 3 clusters Score -1019139 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1019520.125000 Penalty: 4410.735352
	Iteration 4F: 3 clusters Score -1019520 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1019947.000000 Penalty: 4410.735352
	Iteration 5F: 3 clusters Score -1019947 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1020381.062500 Penalty: 4410.735352
	Iteration 6F: 3 clusters Score -1020381 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1020761.125000 Penalty: 4410.735352
	Iteration 7F: 3 clusters Score -1020761 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1021035.562500 Penalty: 4410.735352
	Iteration 8Q: 3 clusters Score -1021036 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1021211.000000 Penalty: 4410.735352
	Iteration 9Q: 3 clusters Score -1021211 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1021319.812500 Penalty: 4410.735352
	Iteration 10Q: 3 clusters Score -1021320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1021404.812500 Penalty: 4410.735352
	Iteration 11Q: 3 clusters Score -1021405 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1021494.812500 Penalty: 4410.735352
	Iteration 12Q: 3 clusters Score -1021495 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1021571.000000 Penalty: 4410.735352
	Iteration 13Q: 3 clusters Score -1021571 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1021645.437500 Penalty: 4410.735352
	Iteration 14Q: 3 clusters Score -1021645 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1021708.062500 Penalty: 4410.735352
	Iteration 15Q: 3 clusters Score -1021708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1021739.312500 Penalty: 4410.735352
	Iteration 16Q: 3 clusters Score -1021739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1021760.875000 Penalty: 4410.735352
	Iteration 17Q: 3 clusters Score -1021761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1021777.000000 Penalty: 4410.735352
	Iteration 18Q: 3 clusters Score -1021777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1021785.625000 Penalty: 4410.735352
	Iteration 19Q: 3 clusters Score -1021786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1021788.750000 Penalty: 4410.735352
	Iteration 20F: 3 clusters Score -1021789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1021789.187500 Penalty: 4410.735352
	Iteration 21Q: 3 clusters Score -1021789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1021795.750000 Penalty: 4410.735352
	Iteration 22Q: 3 clusters Score -1021796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1021795.812500 Penalty: 4410.735352
	Iteration 23Q: 3 clusters Score -1021796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1021798.500000 Penalty: 4410.735352
	Iteration 24Q: 3 clusters Score -1021798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1021798.500000 Penalty: 4410.735352
	Iteration 25Q: 3 clusters Score -1021798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1021799.500000 Penalty: 4410.735352
	Iteration 26Q: 3 clusters Score -1021800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1021800.125000 Penalty: 4410.735352
	Iteration 27Q: 3 clusters Score -1021800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1021801.562500 Penalty: 4410.735352
	Iteration 28Q: 3 clusters Score -1021802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1021801.562500 Penalty: 4410.735352
	Iteration 29F: 3 clusters Score -1021802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1743253.000000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1743253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1734590.250000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1734590 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1737458.000000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1737458 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1737898.250000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1737898 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1738280.125000 Penalty: 4649.035156
	Iteration 3F: 3 clusters Score -1738280 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1738660.375000 Penalty: 4649.035156
	Iteration 4F: 3 clusters Score -1738660 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1739065.625000 Penalty: 4649.035156
	Iteration 5F: 3 clusters Score -1739066 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1739527.250000 Penalty: 4649.035156
	Iteration 6F: 3 clusters Score -1739527 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1739981.750000 Penalty: 4649.035156
	Iteration 7F: 3 clusters Score -1739982 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1740328.125000 Penalty: 4649.035156
	Iteration 8Q: 3 clusters Score -1740328 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1740581.625000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1740582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1740793.000000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1740793 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1740972.000000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1740972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1741099.250000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1741099 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1741210.750000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1741211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1741276.500000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1741276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1741332.500000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1741332 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1741371.750000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1741372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1741395.000000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1741395 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1741425.625000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1741426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1741446.875000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1741447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1741457.000000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1741457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1741480.500000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1741480 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1741495.125000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1741495 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1741500.750000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1741501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1741510.000000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1741510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1741518.875000 Penalty: 4649.035156
	Iteration 25Q: 3 clusters Score -1741519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1741520.250000 Penalty: 4649.035156
	Iteration 26Q: 3 clusters Score -1741520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1741523.750000 Penalty: 4649.035156
	Iteration 27Q: 3 clusters Score -1741524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1741531.625000 Penalty: 4649.035156
	Iteration 28Q: 3 clusters Score -1741532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1741531.375000 Penalty: 4649.035156
	Iteration 29Q: 3 clusters Score -1741531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1741535.500000 Penalty: 4649.035156
	Iteration 30Q: 3 clusters Score -1741536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1741534.125000 Penalty: 4649.035156
	Iteration 31Q: 3 clusters Score -1741534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1741539.750000 Penalty: 4649.035156
	Iteration 32Q: 3 clusters Score -1741540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1741538.000000 Penalty: 4649.035156
	Iteration 33Q: 3 clusters Score -1741538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1741543.125000 Penalty: 4649.035156
	Iteration 34Q: 3 clusters Score -1741543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1741543.125000 Penalty: 4649.035156
	Iteration 35F: 3 clusters Score -1741543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Entering Unmasked Estep 
Score: -5578241.000000 Penalty: 2610.154541
	Iteration 0F: 2 clusters Score -5578241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5552976.000000 Penalty: 5220.309082
	Iteration 0F: 3 clusters Score -5552976 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -5562416.500000 Penalty: 5220.309082
	Iteration 1F: 3 clusters Score -5562416 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -5562982.000000 Penalty: 5220.309082
	Iteration 2Q: 3 clusters Score -5562982 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5563515.000000 Penalty: 5220.309082
	Iteration 3Q: 3 clusters Score -5563515 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -5564046.000000 Penalty: 5220.309082
	Iteration 4Q: 3 clusters Score -5564046 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -5564553.000000 Penalty: 5220.309082
	Iteration 5Q: 3 clusters Score -5564553 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5565020.500000 Penalty: 5220.309082
	Iteration 6Q: 3 clusters Score -5565020 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5565552.500000 Penalty: 5220.309082
	Iteration 7Q: 3 clusters Score -5565552 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -5566077.500000 Penalty: 5220.309082
	Iteration 8Q: 3 clusters Score -5566078 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5566685.500000 Penalty: 5220.309082
	Iteration 9Q: 3 clusters Score -5566686 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5567255.500000 Penalty: 5220.309082
	Iteration 10Q: 3 clusters Score -5567256 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -5567794.000000 Penalty: 5220.309082
	Iteration 11Q: 3 clusters Score -5567794 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5568262.000000 Penalty: 5220.309082
	Iteration 12Q: 3 clusters Score -5568262 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -5568680.000000 Penalty: 5220.309082
	Iteration 13Q: 3 clusters Score -5568680 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5569056.000000 Penalty: 5220.309082
	Iteration 14Q: 3 clusters Score -5569056 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5569330.000000 Penalty: 5220.309082
	Iteration 15Q: 3 clusters Score -5569330 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -5569508.500000 Penalty: 5220.309082
	Iteration 16Q: 3 clusters Score -5569508 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5569672.500000 Penalty: 5220.309082
	Iteration 17Q: 3 clusters Score -5569672 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -5569810.000000 Penalty: 5220.309082
	Iteration 18Q: 3 clusters Score -5569810 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -5569980.000000 Penalty: 5220.309082
	Iteration 19Q: 3 clusters Score -5569980 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -5570121.000000 Penalty: 5220.309082
	Iteration 20F: 3 clusters Score -5570121 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5570267.000000 Penalty: 5220.309082
	Iteration 21Q: 3 clusters Score -5570267 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -5570481.000000 Penalty: 5220.309082
	Iteration 22Q: 3 clusters Score -5570481 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -5570677.000000 Penalty: 5220.309082
	Iteration 23Q: 3 clusters Score -5570677 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5570959.000000 Penalty: 5220.309082
	Iteration 24Q: 3 clusters Score -5570959 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5571272.000000 Penalty: 5220.309082
	Iteration 25Q: 3 clusters Score -5571272 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -5571657.500000 Penalty: 5220.309082
	Iteration 26Q: 3 clusters Score -5571658 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5572137.500000 Penalty: 5220.309082
	Iteration 27Q: 3 clusters Score -5572138 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5572680.000000 Penalty: 5220.309082
	Iteration 28Q: 3 clusters Score -5572680 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -5573274.500000 Penalty: 5220.309082
	Iteration 29Q: 3 clusters Score -5573274 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -5573804.000000 Penalty: 5220.309082
	Iteration 30Q: 3 clusters Score -5573804 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -5574256.500000 Penalty: 5220.309082
	Iteration 31Q: 3 clusters Score -5574256 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -5574758.500000 Penalty: 5220.309082
	Iteration 32Q: 3 clusters Score -5574758 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -5575122.500000 Penalty: 5220.309082
	Iteration 33Q: 3 clusters Score -5575122 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -5575356.500000 Penalty: 5220.309082
	Iteration 34Q: 3 clusters Score -5575356 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -5575572.000000 Penalty: 5220.309082
	Iteration 35Q: 3 clusters Score -5575572 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -5575716.000000 Penalty: 5220.309082
	Iteration 36Q: 3 clusters Score -5575716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -5575819.500000 Penalty: 5220.309082
	Iteration 37Q: 3 clusters Score -5575820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -5575861.500000 Penalty: 5220.309082
	Iteration 38Q: 3 clusters Score -5575862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -5575901.500000 Penalty: 5220.309082
	Iteration 39Q: 3 clusters Score -5575902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -5575930.000000 Penalty: 5220.309082
	Iteration 40F: 3 clusters Score -5575930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -5575940.500000 Penalty: 5220.309082
	Iteration 41Q: 3 clusters Score -5575940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5575963.000000 Penalty: 5220.309082
	Iteration 42Q: 3 clusters Score -5575963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -5575974.000000 Penalty: 5220.309082
	Iteration 43Q: 3 clusters Score -5575974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -5575991.000000 Penalty: 5220.309082
	Iteration 44Q: 3 clusters Score -5575991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -5576003.500000 Penalty: 5220.309082
	Iteration 45Q: 3 clusters Score -5576004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -5576017.500000 Penalty: 5220.309082
	Iteration 46Q: 3 clusters Score -5576018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5576023.000000 Penalty: 5220.309082
	Iteration 47Q: 3 clusters Score -5576023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5576023.000000 Penalty: 5220.309082
	Iteration 48Q: 3 clusters Score -5576023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -5576022.000000 Penalty: 5220.309082
	Iteration 49Q: 3 clusters Score -5576022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5576024.000000 Penalty: 5220.309082
	Iteration 50Q: 3 clusters Score -5576024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5576032.000000 Penalty: 5220.309082
	Iteration 51Q: 3 clusters Score -5576032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5576031.500000 Penalty: 5220.309082
	Iteration 52Q: 3 clusters Score -5576032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -5576031.500000 Penalty: 5220.309082
	Iteration 53F: 3 clusters Score -5576032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Entering Unmasked Estep 
Score: -1202469.625000 Penalty: 2245.111328
	Iteration 0F: 2 clusters Score -1202470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1195694.375000 Penalty: 4490.222656
	Iteration 0F: 3 clusters Score -1195694 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1197752.125000 Penalty: 4490.222656
	Iteration 1F: 3 clusters Score -1197752 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1198161.250000 Penalty: 4490.222656
	Iteration 2F: 3 clusters Score -1198161 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1198447.375000 Penalty: 4490.222656
	Iteration 3F: 3 clusters Score -1198447 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1198688.875000 Penalty: 4490.222656
	Iteration 4Q: 3 clusters Score -1198689 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1198909.875000 Penalty: 4490.222656
	Iteration 5Q: 3 clusters Score -1198910 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1199115.250000 Penalty: 4490.222656
	Iteration 6Q: 3 clusters Score -1199115 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1199300.000000 Penalty: 4490.222656
	Iteration 7Q: 3 clusters Score -1199300 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1199489.875000 Penalty: 4490.222656
	Iteration 8Q: 3 clusters Score -1199490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1199694.125000 Penalty: 4490.222656
	Iteration 9Q: 3 clusters Score -1199694 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1199909.375000 Penalty: 4490.222656
	Iteration 10Q: 3 clusters Score -1199909 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1200141.250000 Penalty: 4490.222656
	Iteration 11Q: 3 clusters Score -1200141 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1200376.750000 Penalty: 4490.222656
	Iteration 12Q: 3 clusters Score -1200377 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1200608.000000 Penalty: 4490.222656
	Iteration 13Q: 3 clusters Score -1200608 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1200837.250000 Penalty: 4490.222656
	Iteration 14Q: 3 clusters Score -1200837 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1201039.500000 Penalty: 4490.222656
	Iteration 15Q: 3 clusters Score -1201040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1201202.250000 Penalty: 4490.222656
	Iteration 16Q: 3 clusters Score -1201202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1201320.750000 Penalty: 4490.222656
	Iteration 17Q: 3 clusters Score -1201321 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1201409.875000 Penalty: 4490.222656
	Iteration 18Q: 3 clusters Score -1201410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1201470.750000 Penalty: 4490.222656
	Iteration 19Q: 3 clusters Score -1201471 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1201521.375000 Penalty: 4490.222656
	Iteration 20F: 3 clusters Score -1201521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1201552.250000 Penalty: 4490.222656
	Iteration 21Q: 3 clusters Score -1201552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1201577.875000 Penalty: 4490.222656
	Iteration 22Q: 3 clusters Score -1201578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1201595.125000 Penalty: 4490.222656
	Iteration 23Q: 3 clusters Score -1201595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1201605.000000 Penalty: 4490.222656
	Iteration 24Q: 3 clusters Score -1201605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1201611.625000 Penalty: 4490.222656
	Iteration 25Q: 3 clusters Score -1201612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1201620.750000 Penalty: 4490.222656
	Iteration 26Q: 3 clusters Score -1201621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1201625.375000 Penalty: 4490.222656
	Iteration 27Q: 3 clusters Score -1201625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1201631.875000 Penalty: 4490.222656
	Iteration 28Q: 3 clusters Score -1201632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1201633.500000 Penalty: 4490.222656
	Iteration 29Q: 3 clusters Score -1201634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1201638.250000 Penalty: 4490.222656
	Iteration 30Q: 3 clusters Score -1201638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1201643.000000 Penalty: 4490.222656
	Iteration 31Q: 3 clusters Score -1201643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1201647.375000 Penalty: 4490.222656
	Iteration 32Q: 3 clusters Score -1201647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1201653.375000 Penalty: 4490.222656
	Iteration 33Q: 3 clusters Score -1201653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1201654.000000 Penalty: 4490.222656
	Iteration 34Q: 3 clusters Score -1201654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1201655.375000 Penalty: 4490.222656
	Iteration 35Q: 3 clusters Score -1201655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1201655.000000 Penalty: 4490.222656
	Iteration 36Q: 3 clusters Score -1201655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1201657.000000 Penalty: 4490.222656
	Iteration 37Q: 3 clusters Score -1201657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1201658.375000 Penalty: 4490.222656
	Iteration 38Q: 3 clusters Score -1201658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1201659.875000 Penalty: 4490.222656
	Iteration 39Q: 3 clusters Score -1201660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1201658.500000 Penalty: 4490.222656
	Iteration 40F: 3 clusters Score -1201658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1201657.500000 Penalty: 4490.222656
	Iteration 41Q: 3 clusters Score -1201658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1201656.375000 Penalty: 4490.222656
	Iteration 42Q: 3 clusters Score -1201656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1201659.375000 Penalty: 4490.222656
	Iteration 43Q: 3 clusters Score -1201659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1201663.750000 Penalty: 4490.222656
	Iteration 44Q: 3 clusters Score -1201664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1201662.625000 Penalty: 4490.222656
	Iteration 45Q: 3 clusters Score -1201663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1201661.375000 Penalty: 4490.222656
	Iteration 46Q: 3 clusters Score -1201661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1201660.875000 Penalty: 4490.222656
	Iteration 47Q: 3 clusters Score -1201661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1201660.875000 Penalty: 4490.222656
	Iteration 48Q: 3 clusters Score -1201661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1201660.875000 Penalty: 4490.222656
	Iteration 49F: 3 clusters Score -1201661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -519428.750000 Penalty: 2046.088867
	Iteration 0F: 2 clusters Score -519428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -515614.812500 Penalty: 4092.177734
	Iteration 0F: 3 clusters Score -515614.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -516573.343750 Penalty: 4092.177734
	Iteration 1F: 3 clusters Score -516573.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -516915.218750 Penalty: 4092.177734
	Iteration 2F: 3 clusters Score -516915.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -517103.250000 Penalty: 4092.177734
	Iteration 3F: 3 clusters Score -517103.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -517250.906250 Penalty: 4092.177734
	Iteration 4Q: 3 clusters Score -517250.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -517365.562500 Penalty: 4092.177734
	Iteration 5Q: 3 clusters Score -517365.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -517466.187500 Penalty: 4092.177734
	Iteration 6Q: 3 clusters Score -517466.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -517568.812500 Penalty: 4092.177734
	Iteration 7Q: 3 clusters Score -517568.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -517656.687500 Penalty: 4092.177734
	Iteration 8Q: 3 clusters Score -517656.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -517738.031250 Penalty: 4092.177734
	Iteration 9Q: 3 clusters Score -517738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -517823.437500 Penalty: 4092.177734
	Iteration 10Q: 3 clusters Score -517823.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -517888.875000 Penalty: 4092.177734
	Iteration 11Q: 3 clusters Score -517888.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -517935.531250 Penalty: 4092.177734
	Iteration 12Q: 3 clusters Score -517935.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -517972.843750 Penalty: 4092.177734
	Iteration 13Q: 3 clusters Score -517972.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -517997.468750 Penalty: 4092.177734
	Iteration 14Q: 3 clusters Score -517997.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -518032.250000 Penalty: 4092.177734
	Iteration 15Q: 3 clusters Score -518032.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -518058.531250 Penalty: 4092.177734
	Iteration 16Q: 3 clusters Score -518058.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -518086.031250 Penalty: 4092.177734
	Iteration 17Q: 3 clusters Score -518086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -518104.781250 Penalty: 4092.177734
	Iteration 18Q: 3 clusters Score -518104.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -518124.718750 Penalty: 4092.177734
	Iteration 19Q: 3 clusters Score -518124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -518140.812500 Penalty: 4092.177734
	Iteration 20F: 3 clusters Score -518140.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -518155.093750 Penalty: 4092.177734
	Iteration 21Q: 3 clusters Score -518155.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -518164.343750 Penalty: 4092.177734
	Iteration 22Q: 3 clusters Score -518164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -518168.437500 Penalty: 4092.177734
	Iteration 23Q: 3 clusters Score -518168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -518170.593750 Penalty: 4092.177734
	Iteration 24Q: 3 clusters Score -518170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -518172.406250 Penalty: 4092.177734
	Iteration 25Q: 3 clusters Score -518172.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -518173.312500 Penalty: 4092.177734
	Iteration 26Q: 3 clusters Score -518173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -518175.312500 Penalty: 4092.177734
	Iteration 27Q: 3 clusters Score -518175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -518175.812500 Penalty: 4092.177734
	Iteration 28Q: 3 clusters Score -518175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -518176.937500 Penalty: 4092.177734
	Iteration 29Q: 3 clusters Score -518176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -518177.125000 Penalty: 4092.177734
	Iteration 30Q: 3 clusters Score -518177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -518176.750000 Penalty: 4092.177734
	Iteration 31Q: 3 clusters Score -518176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -518176.750000 Penalty: 4092.177734
	Iteration 32F: 3 clusters Score -518176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Entering Unmasked Estep 
Score: -9777693.000000 Penalty: 2763.946045
	Iteration 0F: 2 clusters Score -9777693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -9731285.000000 Penalty: 5527.892090
	Iteration 0F: 3 clusters Score -9731285 nChanged 32358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -9750831.000000 Penalty: 5527.892090
	Iteration 1F: 3 clusters Score -9750831 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -9752503.000000 Penalty: 5527.892090
	Iteration 2F: 3 clusters Score -9752503 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -9754234.000000 Penalty: 5527.892090
	Iteration 3F: 3 clusters Score -9754234 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -9755927.000000 Penalty: 5527.892090
	Iteration 4F: 3 clusters Score -9755927 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9757389.000000 Penalty: 5527.892090
	Iteration 5F: 3 clusters Score -9757389 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -9758705.000000 Penalty: 5527.892090
	Iteration 6Q: 3 clusters Score -9758705 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -9759867.000000 Penalty: 5527.892090
	Iteration 7Q: 3 clusters Score -9759867 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -9761018.000000 Penalty: 5527.892090
	Iteration 8Q: 3 clusters Score -9761018 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -9762082.000000 Penalty: 5527.892090
	Iteration 9Q: 3 clusters Score -9762082 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -9763139.000000 Penalty: 5527.892090
	Iteration 10Q: 3 clusters Score -9763139 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -9764126.000000 Penalty: 5527.892090
	Iteration 11Q: 3 clusters Score -9764126 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -9765118.000000 Penalty: 5527.892090
	Iteration 12Q: 3 clusters Score -9765118 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -9766043.000000 Penalty: 5527.892090
	Iteration 13Q: 3 clusters Score -9766043 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -9766895.000000 Penalty: 5527.892090
	Iteration 14Q: 3 clusters Score -9766895 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 50893 members 
Entering Unmasked Estep 
Score: -9767687.000000 Penalty: 5527.892090
	Iteration 15Q: 3 clusters Score -9767687 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -9768381.000000 Penalty: 5527.892090
	Iteration 16Q: 3 clusters Score -9768381 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -9769079.000000 Penalty: 5527.892090
	Iteration 17Q: 3 clusters Score -9769079 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -9769704.000000 Penalty: 5527.892090
	Iteration 18Q: 3 clusters Score -9769704 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -9770352.000000 Penalty: 5527.892090
	Iteration 19Q: 3 clusters Score -9770352 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -9771061.000000 Penalty: 5527.892090
	Iteration 20F: 3 clusters Score -9771061 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -9771708.000000 Penalty: 5527.892090
	Iteration 21Q: 3 clusters Score -9771708 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -9772283.000000 Penalty: 5527.892090
	Iteration 22Q: 3 clusters Score -9772283 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -9772836.000000 Penalty: 5527.892090
	Iteration 23Q: 3 clusters Score -9772836 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9773349.000000 Penalty: 5527.892090
	Iteration 24Q: 3 clusters Score -9773349 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -9773791.000000 Penalty: 5527.892090
	Iteration 25Q: 3 clusters Score -9773791 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -9774183.000000 Penalty: 5527.892090
	Iteration 26Q: 3 clusters Score -9774183 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -9774475.000000 Penalty: 5527.892090
	Iteration 27Q: 3 clusters Score -9774475 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -9774729.000000 Penalty: 5527.892090
	Iteration 28Q: 3 clusters Score -9774729 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -9774921.000000 Penalty: 5527.892090
	Iteration 29Q: 3 clusters Score -9774921 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -9775107.000000 Penalty: 5527.892090
	Iteration 30Q: 3 clusters Score -9775107 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -9775245.000000 Penalty: 5527.892090
	Iteration 31Q: 3 clusters Score -9775245 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -9775367.000000 Penalty: 5527.892090
	Iteration 32Q: 3 clusters Score -9775367 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -9775475.000000 Penalty: 5527.892090
	Iteration 33Q: 3 clusters Score -9775475 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -9775542.000000 Penalty: 5527.892090
	Iteration 34Q: 3 clusters Score -9775542 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -9775596.000000 Penalty: 5527.892090
	Iteration 35Q: 3 clusters Score -9775596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 67336 members 
Entering Unmasked Estep 
Score: -9775633.000000 Penalty: 5527.892090
	Iteration 36Q: 3 clusters Score -9775633 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 67430 members 
Entering Unmasked Estep 
Score: -9775659.000000 Penalty: 5527.892090
	Iteration 37Q: 3 clusters Score -9775659 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -9775690.000000 Penalty: 5527.892090
	Iteration 38Q: 3 clusters Score -9775690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -9775726.000000 Penalty: 5527.892090
	Iteration 39Q: 3 clusters Score -9775726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -9775757.000000 Penalty: 5527.892090
	Iteration 40F: 3 clusters Score -9775757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -9775775.000000 Penalty: 5527.892090
	Iteration 41Q: 3 clusters Score -9775775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -9775802.000000 Penalty: 5527.892090
	Iteration 42Q: 3 clusters Score -9775802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -9775809.000000 Penalty: 5527.892090
	Iteration 43Q: 3 clusters Score -9775809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -9775819.000000 Penalty: 5527.892090
	Iteration 44Q: 3 clusters Score -9775819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -9775850.000000 Penalty: 5527.892090
	Iteration 45Q: 3 clusters Score -9775850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -9775850.000000 Penalty: 5527.892090
	Iteration 46Q: 3 clusters Score -9775850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -9775860.000000 Penalty: 5527.892090
	Iteration 47Q: 3 clusters Score -9775860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -9775855.000000 Penalty: 5527.892090
	Iteration 48Q: 3 clusters Score -9775855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -9775853.000000 Penalty: 5527.892090
	Iteration 49Q: 3 clusters Score -9775853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -9775855.000000 Penalty: 5527.892090
	Iteration 50Q: 3 clusters Score -9775855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -9775848.000000 Penalty: 5527.892090
	Iteration 51Q: 3 clusters Score -9775848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -9775859.000000 Penalty: 5527.892090
	Iteration 52Q: 3 clusters Score -9775859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 67948 members 
Entering Unmasked Estep 
Score: -9775876.000000 Penalty: 5527.892090
	Iteration 53Q: 3 clusters Score -9775876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -9775868.000000 Penalty: 5527.892090
	Iteration 54Q: 3 clusters Score -9775868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -9775877.000000 Penalty: 5527.892090
	Iteration 55Q: 3 clusters Score -9775877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -9775869.000000 Penalty: 5527.892090
	Iteration 56Q: 3 clusters Score -9775869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -9775875.000000 Penalty: 5527.892090
	Iteration 57Q: 3 clusters Score -9775875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 67986 members 
Entering Unmasked Estep 
Score: -9775871.000000 Penalty: 5527.892090
	Iteration 58Q: 3 clusters Score -9775871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9775867.000000 Penalty: 5527.892090
	Iteration 59Q: 3 clusters Score -9775867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -9775870.000000 Penalty: 5527.892090
	Iteration 60F: 3 clusters Score -9775870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -9775868.000000 Penalty: 5527.892090
	Iteration 61Q: 3 clusters Score -9775868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 67992 members 
Entering Unmasked Estep 
Score: -9775870.000000 Penalty: 5527.892090
	Iteration 62Q: 3 clusters Score -9775870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9775869.000000 Penalty: 5527.892090
	Iteration 63Q: 3 clusters Score -9775869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -9775861.000000 Penalty: 5527.892090
	Iteration 64Q: 3 clusters Score -9775861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -9775863.000000 Penalty: 5527.892090
	Iteration 65Q: 3 clusters Score -9775863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 67999 members 
Entering Unmasked Estep 
Score: -9775872.000000 Penalty: 5527.892090
	Iteration 66Q: 3 clusters Score -9775872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9775869.000000 Penalty: 5527.892090
	Iteration 67Q: 3 clusters Score -9775869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 68000 members 
Entering Unmasked Estep 
Score: -9775869.000000 Penalty: 5527.892090
	Iteration 68F: 3 clusters Score -9775869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -1141628.750000 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -1141629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1135394.625000 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -1135395 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1137070.875000 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -1137071 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1137311.125000 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -1137311 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1137504.500000 Penalty: 4441.326172
	Iteration 3Q: 3 clusters Score -1137504 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1137666.250000 Penalty: 4441.326172
	Iteration 4Q: 3 clusters Score -1137666 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1137839.375000 Penalty: 4441.326172
	Iteration 5Q: 3 clusters Score -1137839 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1138037.375000 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -1138037 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1138255.125000 Penalty: 4441.326172
	Iteration 7Q: 3 clusters Score -1138255 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1138479.375000 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -1138479 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1138729.250000 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -1138729 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1138954.125000 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -1138954 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1139145.500000 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -1139146 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1139332.625000 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -1139333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1139505.750000 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -1139506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1139617.750000 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -1139618 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1139709.250000 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -1139709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1139781.375000 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -1139781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1139826.250000 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -1139826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1139860.750000 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -1139861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1139877.750000 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -1139878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1139889.375000 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -1139889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1139905.375000 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -1139905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1139916.125000 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -1139916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1139924.625000 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -1139925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1139934.750000 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -1139935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1139940.750000 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -1139941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1139943.375000 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -1139943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1139951.625000 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -1139952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1139954.875000 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -1139955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1139959.750000 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -1139960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1139964.625000 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -1139965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1139972.875000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -1139973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1139978.625000 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -1139979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1139980.000000 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -1139980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1139982.750000 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -1139983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1139984.125000 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -1139984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1139985.875000 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -1139986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1139989.250000 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -1139989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1139991.000000 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -1139991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1139990.125000 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -1139990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1139990.125000 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -1139990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -202695.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -202695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200490.093750 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -200490.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -200808.625000 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -200808.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200905.515625 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -200905.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200970.015625 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -200970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -201020.328125 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -201020.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -201075.281250 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -201075.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -201110.875000 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -201110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -201130.031250 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -201130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -201144.203125 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -201144.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -201151.843750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -201151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -201158.546875 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -201158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -201170.796875 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -201170.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201199.265625 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -201199.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -201243.562500 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -201243.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -201317.609375 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -201317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -201383.796875 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -201383.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -201426.281250 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -201426.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201451.718750 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -201451.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -201476.765625 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -201476.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -201483.296875 Penalty: 3594.198486
	Iteration 19Q: 3 clusters Score -201483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -201487.265625 Penalty: 3594.198486
	Iteration 20F: 3 clusters Score -201487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -201489.203125 Penalty: 3594.198486
	Iteration 21Q: 3 clusters Score -201489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -201491.437500 Penalty: 3594.198486
	Iteration 22Q: 3 clusters Score -201491.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -201492.046875 Penalty: 3594.198486
	Iteration 23Q: 3 clusters Score -201492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -201493.171875 Penalty: 3594.198486
	Iteration 24Q: 3 clusters Score -201493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -201495.265625 Penalty: 3594.198486
	Iteration 25Q: 3 clusters Score -201495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201497.281250 Penalty: 3594.198486
	Iteration 26Q: 3 clusters Score -201497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201500.515625 Penalty: 3594.198486
	Iteration 27Q: 3 clusters Score -201500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -201502.000000 Penalty: 3594.198486
	Iteration 28Q: 3 clusters Score -201502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -201502.812500 Penalty: 3594.198486
	Iteration 29Q: 3 clusters Score -201502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -201505.390625 Penalty: 3594.198486
	Iteration 30Q: 3 clusters Score -201505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -201506.484375 Penalty: 3594.198486
	Iteration 31Q: 3 clusters Score -201506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -201507.343750 Penalty: 3594.198486
	Iteration 32Q: 3 clusters Score -201507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -201507.343750 Penalty: 3594.198486
	Iteration 33F: 3 clusters Score -201507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -1263847.750000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -1263848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1257197.250000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -1257197 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1259020.000000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -1259020 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1259391.000000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -1259391 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1259769.250000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -1259769 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1260142.500000 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -1260142 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1260436.375000 Penalty: 4486.609375
	Iteration 5F: 3 clusters Score -1260436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1260644.375000 Penalty: 4486.609375
	Iteration 6Q: 3 clusters Score -1260644 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1260823.250000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -1260823 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1260973.625000 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -1260974 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1261107.500000 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -1261108 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1261221.250000 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -1261221 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1261307.375000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -1261307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1261373.875000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -1261374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1261440.250000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -1261440 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1261514.250000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -1261514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1261573.625000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -1261574 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1261631.250000 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -1261631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1261680.375000 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -1261680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1261737.500000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -1261738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1261803.625000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -1261804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1261880.625000 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -1261881 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1261970.125000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -1261970 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1262059.375000 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -1262059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1262152.625000 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -1262153 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1262237.000000 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -1262237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1262288.750000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -1262289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1262332.500000 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -1262332 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1262373.625000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -1262374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1262405.500000 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -1262406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1262429.250000 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -1262429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1262454.250000 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -1262454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1262476.125000 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -1262476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1262499.750000 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -1262500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1262522.500000 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -1262522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1262541.750000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -1262542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1262559.250000 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -1262559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1262563.500000 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -1262564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1262569.375000 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -1262569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1262579.750000 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -1262580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1262580.625000 Penalty: 4486.609375
	Iteration 39Q: 3 clusters Score -1262581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1262585.500000 Penalty: 4486.609375
	Iteration 40F: 3 clusters Score -1262586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1262589.875000 Penalty: 4486.609375
	Iteration 41Q: 3 clusters Score -1262590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1262594.000000 Penalty: 4486.609375
	Iteration 42Q: 3 clusters Score -1262594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1262596.250000 Penalty: 4486.609375
	Iteration 43Q: 3 clusters Score -1262596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1262596.500000 Penalty: 4486.609375
	Iteration 44Q: 3 clusters Score -1262596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1262598.250000 Penalty: 4486.609375
	Iteration 45Q: 3 clusters Score -1262598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1262596.250000 Penalty: 4486.609375
	Iteration 46Q: 3 clusters Score -1262596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1262593.625000 Penalty: 4486.609375
	Iteration 47Q: 3 clusters Score -1262594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1262595.750000 Penalty: 4486.609375
	Iteration 48Q: 3 clusters Score -1262596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1262599.875000 Penalty: 4486.609375
	Iteration 49Q: 3 clusters Score -1262600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1262600.500000 Penalty: 4486.609375
	Iteration 50Q: 3 clusters Score -1262600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1262601.000000 Penalty: 4486.609375
	Iteration 51Q: 3 clusters Score -1262601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1262603.625000 Penalty: 4486.609375
	Iteration 52Q: 3 clusters Score -1262604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1262602.625000 Penalty: 4486.609375
	Iteration 53Q: 3 clusters Score -1262603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1262603.750000 Penalty: 4486.609375
	Iteration 54Q: 3 clusters Score -1262604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1262602.375000 Penalty: 4486.609375
	Iteration 55Q: 3 clusters Score -1262602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1262603.375000 Penalty: 4486.609375
	Iteration 56Q: 3 clusters Score -1262603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1262603.625000 Penalty: 4486.609375
	Iteration 57Q: 3 clusters Score -1262604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1262603.625000 Penalty: 4486.609375
	Iteration 58F: 3 clusters Score -1262604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (19997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Entering Unmasked Estep 
Score: -2949609.250000 Penalty: 2456.027588
	Iteration 0F: 2 clusters Score -2949609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2935464.250000 Penalty: 4912.055176
	Iteration 0F: 3 clusters Score -2935464 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2940310.750000 Penalty: 4912.055176
	Iteration 1F: 3 clusters Score -2940311 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2940823.500000 Penalty: 4912.055176
	Iteration 2F: 3 clusters Score -2940824 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2941286.750000 Penalty: 4912.055176
	Iteration 3F: 3 clusters Score -2941287 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2941738.500000 Penalty: 4912.055176
	Iteration 4Q: 3 clusters Score -2941738 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2942159.250000 Penalty: 4912.055176
	Iteration 5Q: 3 clusters Score -2942159 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2942587.250000 Penalty: 4912.055176
	Iteration 6Q: 3 clusters Score -2942587 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2943081.750000 Penalty: 4912.055176
	Iteration 7Q: 3 clusters Score -2943082 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2943702.000000 Penalty: 4912.055176
	Iteration 8Q: 3 clusters Score -2943702 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2944375.250000 Penalty: 4912.055176
	Iteration 9F: 3 clusters Score -2944375 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -2945113.000000 Penalty: 4912.055176
	Iteration 10F: 3 clusters Score -2945113 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2945737.750000 Penalty: 4912.055176
	Iteration 11Q: 3 clusters Score -2945738 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2946224.750000 Penalty: 4912.055176
	Iteration 12Q: 3 clusters Score -2946225 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2946573.250000 Penalty: 4912.055176
	Iteration 13Q: 3 clusters Score -2946573 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2946812.500000 Penalty: 4912.055176
	Iteration 14Q: 3 clusters Score -2946812 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2946930.250000 Penalty: 4912.055176
	Iteration 15Q: 3 clusters Score -2946930 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2947034.500000 Penalty: 4912.055176
	Iteration 16Q: 3 clusters Score -2947034 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2947089.000000 Penalty: 4912.055176
	Iteration 17Q: 3 clusters Score -2947089 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2947131.000000 Penalty: 4912.055176
	Iteration 18Q: 3 clusters Score -2947131 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2947166.500000 Penalty: 4912.055176
	Iteration 19Q: 3 clusters Score -2947166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2947199.750000 Penalty: 4912.055176
	Iteration 20F: 3 clusters Score -2947200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2947206.000000 Penalty: 4912.055176
	Iteration 21Q: 3 clusters Score -2947206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2947221.750000 Penalty: 4912.055176
	Iteration 22Q: 3 clusters Score -2947222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2947231.000000 Penalty: 4912.055176
	Iteration 23Q: 3 clusters Score -2947231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2947242.750000 Penalty: 4912.055176
	Iteration 24Q: 3 clusters Score -2947243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2947240.500000 Penalty: 4912.055176
	Iteration 25Q: 3 clusters Score -2947240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2947257.750000 Penalty: 4912.055176
	Iteration 26Q: 3 clusters Score -2947258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2947268.000000 Penalty: 4912.055176
	Iteration 27Q: 3 clusters Score -2947268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2947273.750000 Penalty: 4912.055176
	Iteration 28Q: 3 clusters Score -2947274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2947279.000000 Penalty: 4912.055176
	Iteration 29Q: 3 clusters Score -2947279 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2947282.250000 Penalty: 4912.055176
	Iteration 30Q: 3 clusters Score -2947282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2947295.000000 Penalty: 4912.055176
	Iteration 31Q: 3 clusters Score -2947295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2947304.750000 Penalty: 4912.055176
	Iteration 32Q: 3 clusters Score -2947305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2947315.750000 Penalty: 4912.055176
	Iteration 33Q: 3 clusters Score -2947316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2947322.500000 Penalty: 4912.055176
	Iteration 34Q: 3 clusters Score -2947322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2947326.250000 Penalty: 4912.055176
	Iteration 35Q: 3 clusters Score -2947326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2947347.000000 Penalty: 4912.055176
	Iteration 36Q: 3 clusters Score -2947347 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2947355.000000 Penalty: 4912.055176
	Iteration 37Q: 3 clusters Score -2947355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2947367.500000 Penalty: 4912.055176
	Iteration 38Q: 3 clusters Score -2947368 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2947384.750000 Penalty: 4912.055176
	Iteration 39Q: 3 clusters Score -2947385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2947409.000000 Penalty: 4912.055176
	Iteration 40F: 3 clusters Score -2947409 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2947430.500000 Penalty: 4912.055176
	Iteration 41Q: 3 clusters Score -2947430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2947472.750000 Penalty: 4912.055176
	Iteration 42Q: 3 clusters Score -2947473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2947508.750000 Penalty: 4912.055176
	Iteration 43Q: 3 clusters Score -2947509 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2947553.250000 Penalty: 4912.055176
	Iteration 44Q: 3 clusters Score -2947553 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2947582.750000 Penalty: 4912.055176
	Iteration 45Q: 3 clusters Score -2947583 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2947630.000000 Penalty: 4912.055176
	Iteration 46Q: 3 clusters Score -2947630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2947660.250000 Penalty: 4912.055176
	Iteration 47Q: 3 clusters Score -2947660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2947693.000000 Penalty: 4912.055176
	Iteration 48Q: 3 clusters Score -2947693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2947724.750000 Penalty: 4912.055176
	Iteration 49Q: 3 clusters Score -2947725 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2947765.250000 Penalty: 4912.055176
	Iteration 50Q: 3 clusters Score -2947765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2947804.500000 Penalty: 4912.055176
	Iteration 51Q: 3 clusters Score -2947804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2947834.500000 Penalty: 4912.055176
	Iteration 52Q: 3 clusters Score -2947834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2947864.750000 Penalty: 4912.055176
	Iteration 53Q: 3 clusters Score -2947865 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2947877.750000 Penalty: 4912.055176
	Iteration 54Q: 3 clusters Score -2947878 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2947902.750000 Penalty: 4912.055176
	Iteration 55Q: 3 clusters Score -2947903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2947925.750000 Penalty: 4912.055176
	Iteration 56Q: 3 clusters Score -2947926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2947948.000000 Penalty: 4912.055176
	Iteration 57Q: 3 clusters Score -2947948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2947975.250000 Penalty: 4912.055176
	Iteration 58Q: 3 clusters Score -2947975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2947992.000000 Penalty: 4912.055176
	Iteration 59Q: 3 clusters Score -2947992 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2947993.000000 Penalty: 4912.055176
	Iteration 60F: 3 clusters Score -2947993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2947992.500000 Penalty: 4912.055176
	Iteration 61Q: 3 clusters Score -2947992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2948010.000000 Penalty: 4912.055176
	Iteration 62Q: 3 clusters Score -2948010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2948004.500000 Penalty: 4912.055176
	Iteration 63Q: 3 clusters Score -2948004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -2948007.000000 Penalty: 4912.055176
	Iteration 64Q: 3 clusters Score -2948007 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2948009.750000 Penalty: 4912.055176
	Iteration 65Q: 3 clusters Score -2948010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2948014.250000 Penalty: 4912.055176
	Iteration 66Q: 3 clusters Score -2948014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2948023.750000 Penalty: 4912.055176
	Iteration 67Q: 3 clusters Score -2948024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -2948022.750000 Penalty: 4912.055176
	Iteration 68Q: 3 clusters Score -2948023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -2948024.250000 Penalty: 4912.055176
	Iteration 69Q: 3 clusters Score -2948024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2948024.000000 Penalty: 4912.055176
	Iteration 70Q: 3 clusters Score -2948024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2948024.500000 Penalty: 4912.055176
	Iteration 71Q: 3 clusters Score -2948024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2948029.000000 Penalty: 4912.055176
	Iteration 72Q: 3 clusters Score -2948029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2948031.750000 Penalty: 4912.055176
	Iteration 73Q: 3 clusters Score -2948032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2948032.750000 Penalty: 4912.055176
	Iteration 74Q: 3 clusters Score -2948033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2948035.250000 Penalty: 4912.055176
	Iteration 75Q: 3 clusters Score -2948035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2948034.000000 Penalty: 4912.055176
	Iteration 76Q: 3 clusters Score -2948034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2948036.500000 Penalty: 4912.055176
	Iteration 77Q: 3 clusters Score -2948036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2948031.500000 Penalty: 4912.055176
	Iteration 78Q: 3 clusters Score -2948032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2948031.750000 Penalty: 4912.055176
	Iteration 79Q: 3 clusters Score -2948032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2948036.250000 Penalty: 4912.055176
	Iteration 80F: 3 clusters Score -2948036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2948037.000000 Penalty: 4912.055176
	Iteration 81Q: 3 clusters Score -2948037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2948041.000000 Penalty: 4912.055176
	Iteration 82Q: 3 clusters Score -2948041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2948041.250000 Penalty: 4912.055176
	Iteration 83Q: 3 clusters Score -2948041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2948043.000000 Penalty: 4912.055176
	Iteration 84Q: 3 clusters Score -2948043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2948040.250000 Penalty: 4912.055176
	Iteration 85Q: 3 clusters Score -2948040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2948043.000000 Penalty: 4912.055176
	Iteration 86Q: 3 clusters Score -2948043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2948044.000000 Penalty: 4912.055176
	Iteration 87Q: 3 clusters Score -2948044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -2948043.750000 Penalty: 4912.055176
	Iteration 88Q: 3 clusters Score -2948044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2948044.500000 Penalty: 4912.055176
	Iteration 89Q: 3 clusters Score -2948044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2948046.000000 Penalty: 4912.055176
	Iteration 90Q: 3 clusters Score -2948046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2948048.750000 Penalty: 4912.055176
	Iteration 91Q: 3 clusters Score -2948049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2948050.500000 Penalty: 4912.055176
	Iteration 92Q: 3 clusters Score -2948050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2948048.750000 Penalty: 4912.055176
	Iteration 93Q: 3 clusters Score -2948049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2948053.500000 Penalty: 4912.055176
	Iteration 94Q: 3 clusters Score -2948054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2948053.750000 Penalty: 4912.055176
	Iteration 95Q: 3 clusters Score -2948054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2948057.000000 Penalty: 4912.055176
	Iteration 96Q: 3 clusters Score -2948057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2948057.500000 Penalty: 4912.055176
	Iteration 97Q: 3 clusters Score -2948058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2948059.250000 Penalty: 4912.055176
	Iteration 98Q: 3 clusters Score -2948059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2948059.500000 Penalty: 4912.055176
	Iteration 99Q: 3 clusters Score -2948060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2948056.500000 Penalty: 4912.055176
	Iteration 100F: 3 clusters Score -2948056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2948058.750000 Penalty: 4912.055176
	Iteration 101Q: 3 clusters Score -2948059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2948055.000000 Penalty: 4912.055176
	Iteration 102Q: 3 clusters Score -2948055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2948059.750000 Penalty: 4912.055176
	Iteration 103Q: 3 clusters Score -2948060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2948067.000000 Penalty: 4912.055176
	Iteration 104Q: 3 clusters Score -2948067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2948067.000000 Penalty: 4912.055176
	Iteration 105Q: 3 clusters Score -2948067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2948066.750000 Penalty: 4912.055176
	Iteration 106Q: 3 clusters Score -2948067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2948059.250000 Penalty: 4912.055176
	Iteration 107Q: 3 clusters Score -2948059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2948062.000000 Penalty: 4912.055176
	Iteration 108Q: 3 clusters Score -2948062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2948062.000000 Penalty: 4912.055176
	Iteration 109Q: 3 clusters Score -2948062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2948063.000000 Penalty: 4912.055176
	Iteration 110Q: 3 clusters Score -2948063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2948067.500000 Penalty: 4912.055176
	Iteration 111Q: 3 clusters Score -2948068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2948064.000000 Penalty: 4912.055176
	Iteration 112Q: 3 clusters Score -2948064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2948063.250000 Penalty: 4912.055176
	Iteration 113Q: 3 clusters Score -2948063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2948061.750000 Penalty: 4912.055176
	Iteration 114Q: 3 clusters Score -2948062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2948062.750000 Penalty: 4912.055176
	Iteration 115Q: 3 clusters Score -2948063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2948058.000000 Penalty: 4912.055176
	Iteration 116Q: 3 clusters Score -2948058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2948060.000000 Penalty: 4912.055176
	Iteration 117Q: 3 clusters Score -2948060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2948069.000000 Penalty: 4912.055176
	Iteration 118Q: 3 clusters Score -2948069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2948065.250000 Penalty: 4912.055176
	Iteration 119Q: 3 clusters Score -2948065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2948063.500000 Penalty: 4912.055176
	Iteration 120F: 3 clusters Score -2948064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2948068.500000 Penalty: 4912.055176
	Iteration 121Q: 3 clusters Score -2948068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2948067.750000 Penalty: 4912.055176
	Iteration 122Q: 3 clusters Score -2948068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2948069.750000 Penalty: 4912.055176
	Iteration 123Q: 3 clusters Score -2948070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2948067.250000 Penalty: 4912.055176
	Iteration 124Q: 3 clusters Score -2948067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2948072.750000 Penalty: 4912.055176
	Iteration 125Q: 3 clusters Score -2948073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2948069.500000 Penalty: 4912.055176
	Iteration 126Q: 3 clusters Score -2948070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2948061.250000 Penalty: 4912.055176
	Iteration 127Q: 3 clusters Score -2948061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2948063.250000 Penalty: 4912.055176
	Iteration 128Q: 3 clusters Score -2948063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2948066.500000 Penalty: 4912.055176
	Iteration 129Q: 3 clusters Score -2948066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2948065.250000 Penalty: 4912.055176
	Iteration 130Q: 3 clusters Score -2948065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2948065.250000 Penalty: 4912.055176
	Iteration 131F: 3 clusters Score -2948065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Entering Unmasked Estep 
Score: -1663654.750000 Penalty: 2313.925049
	Iteration 0F: 2 clusters Score -1663655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1655137.125000 Penalty: 4627.850098
	Iteration 0F: 3 clusters Score -1655137 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1657659.875000 Penalty: 4627.850098
	Iteration 1F: 3 clusters Score -1657660 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1658202.000000 Penalty: 4627.850098
	Iteration 2F: 3 clusters Score -1658202 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1658695.000000 Penalty: 4627.850098
	Iteration 3F: 3 clusters Score -1658695 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1659153.875000 Penalty: 4627.850098
	Iteration 4F: 3 clusters Score -1659154 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1659488.000000 Penalty: 4627.850098
	Iteration 5F: 3 clusters Score -1659488 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1659751.875000 Penalty: 4627.850098
	Iteration 6Q: 3 clusters Score -1659752 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1659913.000000 Penalty: 4627.850098
	Iteration 7Q: 3 clusters Score -1659913 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1660066.875000 Penalty: 4627.850098
	Iteration 8Q: 3 clusters Score -1660067 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1660238.375000 Penalty: 4627.850098
	Iteration 9Q: 3 clusters Score -1660238 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1660395.750000 Penalty: 4627.850098
	Iteration 10Q: 3 clusters Score -1660396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1660540.750000 Penalty: 4627.850098
	Iteration 11Q: 3 clusters Score -1660541 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1660653.375000 Penalty: 4627.850098
	Iteration 12Q: 3 clusters Score -1660653 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1660749.875000 Penalty: 4627.850098
	Iteration 13Q: 3 clusters Score -1660750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1660865.875000 Penalty: 4627.850098
	Iteration 14Q: 3 clusters Score -1660866 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1660967.000000 Penalty: 4627.850098
	Iteration 15Q: 3 clusters Score -1660967 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1661055.875000 Penalty: 4627.850098
	Iteration 16Q: 3 clusters Score -1661056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1661131.625000 Penalty: 4627.850098
	Iteration 17Q: 3 clusters Score -1661132 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1661225.875000 Penalty: 4627.850098
	Iteration 18Q: 3 clusters Score -1661226 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1661307.500000 Penalty: 4627.850098
	Iteration 19Q: 3 clusters Score -1661308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1661375.500000 Penalty: 4627.850098
	Iteration 20F: 3 clusters Score -1661376 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1661423.375000 Penalty: 4627.850098
	Iteration 21Q: 3 clusters Score -1661423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1661466.625000 Penalty: 4627.850098
	Iteration 22Q: 3 clusters Score -1661467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1661512.000000 Penalty: 4627.850098
	Iteration 23Q: 3 clusters Score -1661512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1661547.125000 Penalty: 4627.850098
	Iteration 24Q: 3 clusters Score -1661547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1661578.500000 Penalty: 4627.850098
	Iteration 25Q: 3 clusters Score -1661578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1661591.250000 Penalty: 4627.850098
	Iteration 26Q: 3 clusters Score -1661591 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1661615.250000 Penalty: 4627.850098
	Iteration 27Q: 3 clusters Score -1661615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1661627.375000 Penalty: 4627.850098
	Iteration 28Q: 3 clusters Score -1661627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1661638.500000 Penalty: 4627.850098
	Iteration 29Q: 3 clusters Score -1661638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1661658.625000 Penalty: 4627.850098
	Iteration 30Q: 3 clusters Score -1661659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1661668.750000 Penalty: 4627.850098
	Iteration 31Q: 3 clusters Score -1661669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1661674.000000 Penalty: 4627.850098
	Iteration 32Q: 3 clusters Score -1661674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1661686.250000 Penalty: 4627.850098
	Iteration 33Q: 3 clusters Score -1661686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1661697.250000 Penalty: 4627.850098
	Iteration 34Q: 3 clusters Score -1661697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1661710.250000 Penalty: 4627.850098
	Iteration 35Q: 3 clusters Score -1661710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1661713.500000 Penalty: 4627.850098
	Iteration 36Q: 3 clusters Score -1661714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1661723.625000 Penalty: 4627.850098
	Iteration 37Q: 3 clusters Score -1661724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1661725.125000 Penalty: 4627.850098
	Iteration 38Q: 3 clusters Score -1661725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1661725.125000 Penalty: 4627.850098
	Iteration 39Q: 3 clusters Score -1661725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1661728.875000 Penalty: 4627.850098
	Iteration 40F: 3 clusters Score -1661729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1661732.000000 Penalty: 4627.850098
	Iteration 41Q: 3 clusters Score -1661732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1661733.500000 Penalty: 4627.850098
	Iteration 42Q: 3 clusters Score -1661734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1661735.250000 Penalty: 4627.850098
	Iteration 43Q: 3 clusters Score -1661735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1661738.125000 Penalty: 4627.850098
	Iteration 44Q: 3 clusters Score -1661738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1661742.375000 Penalty: 4627.850098
	Iteration 45Q: 3 clusters Score -1661742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1661744.250000 Penalty: 4627.850098
	Iteration 46Q: 3 clusters Score -1661744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1661748.000000 Penalty: 4627.850098
	Iteration 47Q: 3 clusters Score -1661748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1661751.875000 Penalty: 4627.850098
	Iteration 48Q: 3 clusters Score -1661752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1661752.375000 Penalty: 4627.850098
	Iteration 49Q: 3 clusters Score -1661752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1661757.500000 Penalty: 4627.850098
	Iteration 50Q: 3 clusters Score -1661758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1661759.875000 Penalty: 4627.850098
	Iteration 51Q: 3 clusters Score -1661760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1661761.250000 Penalty: 4627.850098
	Iteration 52Q: 3 clusters Score -1661761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1661761.875000 Penalty: 4627.850098
	Iteration 53Q: 3 clusters Score -1661762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1661768.375000 Penalty: 4627.850098
	Iteration 54Q: 3 clusters Score -1661768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1661770.125000 Penalty: 4627.850098
	Iteration 55Q: 3 clusters Score -1661770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1661769.875000 Penalty: 4627.850098
	Iteration 56Q: 3 clusters Score -1661770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1661770.625000 Penalty: 4627.850098
	Iteration 57Q: 3 clusters Score -1661771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1661770.625000 Penalty: 4627.850098
	Iteration 58F: 3 clusters Score -1661771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Entering Unmasked Estep 
Score: -1466293.250000 Penalty: 2279.255371
	Iteration 0F: 2 clusters Score -1466293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1458789.000000 Penalty: 4558.510742
	Iteration 0F: 3 clusters Score -1458789 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1461077.500000 Penalty: 4558.510742
	Iteration 1F: 3 clusters Score -1461078 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1461653.250000 Penalty: 4558.510742
	Iteration 2F: 3 clusters Score -1461653 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1462166.500000 Penalty: 4558.510742
	Iteration 3F: 3 clusters Score -1462166 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1462587.750000 Penalty: 4558.510742
	Iteration 4F: 3 clusters Score -1462588 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1462996.875000 Penalty: 4558.510742
	Iteration 5F: 3 clusters Score -1462997 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1463370.625000 Penalty: 4558.510742
	Iteration 6F: 3 clusters Score -1463371 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1463688.125000 Penalty: 4558.510742
	Iteration 7Q: 3 clusters Score -1463688 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1463995.875000 Penalty: 4558.510742
	Iteration 8Q: 3 clusters Score -1463996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1464217.125000 Penalty: 4558.510742
	Iteration 9Q: 3 clusters Score -1464217 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1464405.750000 Penalty: 4558.510742
	Iteration 10Q: 3 clusters Score -1464406 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1464576.125000 Penalty: 4558.510742
	Iteration 11Q: 3 clusters Score -1464576 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1464696.500000 Penalty: 4558.510742
	Iteration 12Q: 3 clusters Score -1464696 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1464768.250000 Penalty: 4558.510742
	Iteration 13Q: 3 clusters Score -1464768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1464841.375000 Penalty: 4558.510742
	Iteration 14Q: 3 clusters Score -1464841 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1464899.875000 Penalty: 4558.510742
	Iteration 15Q: 3 clusters Score -1464900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1464949.500000 Penalty: 4558.510742
	Iteration 16Q: 3 clusters Score -1464950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1464987.500000 Penalty: 4558.510742
	Iteration 17Q: 3 clusters Score -1464988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1465035.750000 Penalty: 4558.510742
	Iteration 18Q: 3 clusters Score -1465036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1465065.375000 Penalty: 4558.510742
	Iteration 19Q: 3 clusters Score -1465065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1465092.250000 Penalty: 4558.510742
	Iteration 20F: 3 clusters Score -1465092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1465117.875000 Penalty: 4558.510742
	Iteration 21Q: 3 clusters Score -1465118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1465132.750000 Penalty: 4558.510742
	Iteration 22Q: 3 clusters Score -1465133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1465139.875000 Penalty: 4558.510742
	Iteration 23Q: 3 clusters Score -1465140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1465144.375000 Penalty: 4558.510742
	Iteration 24Q: 3 clusters Score -1465144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1465147.500000 Penalty: 4558.510742
	Iteration 25Q: 3 clusters Score -1465148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1465149.625000 Penalty: 4558.510742
	Iteration 26Q: 3 clusters Score -1465150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1465151.250000 Penalty: 4558.510742
	Iteration 27Q: 3 clusters Score -1465151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1465153.375000 Penalty: 4558.510742
	Iteration 28Q: 3 clusters Score -1465153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1465160.875000 Penalty: 4558.510742
	Iteration 29Q: 3 clusters Score -1465161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1465164.500000 Penalty: 4558.510742
	Iteration 30Q: 3 clusters Score -1465164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1465170.375000 Penalty: 4558.510742
	Iteration 31Q: 3 clusters Score -1465170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1465177.625000 Penalty: 4558.510742
	Iteration 32Q: 3 clusters Score -1465178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1465180.500000 Penalty: 4558.510742
	Iteration 33Q: 3 clusters Score -1465180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1465181.000000 Penalty: 4558.510742
	Iteration 34Q: 3 clusters Score -1465181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1465184.125000 Penalty: 4558.510742
	Iteration 35Q: 3 clusters Score -1465184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1465187.875000 Penalty: 4558.510742
	Iteration 36Q: 3 clusters Score -1465188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1465189.625000 Penalty: 4558.510742
	Iteration 37Q: 3 clusters Score -1465190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1465188.500000 Penalty: 4558.510742
	Iteration 38Q: 3 clusters Score -1465188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1465189.125000 Penalty: 4558.510742
	Iteration 39Q: 3 clusters Score -1465189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1465189.125000 Penalty: 4558.510742
	Iteration 40F: 3 clusters Score -1465189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Entering Unmasked Estep 
Score: -6406653.000000 Penalty: 2644.576660
	Iteration 0F: 2 clusters Score -6406653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -6377721.000000 Penalty: 5289.153320
	Iteration 0F: 3 clusters Score -6377721 nChanged 19576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6388408.000000 Penalty: 5289.153320
	Iteration 1F: 3 clusters Score -6388408 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -6388875.500000 Penalty: 5289.153320
	Iteration 2Q: 3 clusters Score -6388876 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6389366.000000 Penalty: 5289.153320
	Iteration 3Q: 3 clusters Score -6389366 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -6389875.500000 Penalty: 5289.153320
	Iteration 4Q: 3 clusters Score -6389876 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -6390398.500000 Penalty: 5289.153320
	Iteration 5Q: 3 clusters Score -6390398 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -6391028.500000 Penalty: 5289.153320
	Iteration 6Q: 3 clusters Score -6391028 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -6391801.500000 Penalty: 5289.153320
	Iteration 7Q: 3 clusters Score -6391802 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6392851.500000 Penalty: 5289.153320
	Iteration 8Q: 3 clusters Score -6392852 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -6394058.500000 Penalty: 5289.153320
	Iteration 9Q: 3 clusters Score -6394058 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6395416.000000 Penalty: 5289.153320
	Iteration 10F: 3 clusters Score -6395416 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -6396568.500000 Penalty: 5289.153320
	Iteration 11Q: 3 clusters Score -6396568 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -6397508.000000 Penalty: 5289.153320
	Iteration 12Q: 3 clusters Score -6397508 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -6398175.500000 Penalty: 5289.153320
	Iteration 13Q: 3 clusters Score -6398176 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6398566.500000 Penalty: 5289.153320
	Iteration 14Q: 3 clusters Score -6398566 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -6398802.500000 Penalty: 5289.153320
	Iteration 15Q: 3 clusters Score -6398802 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -6398959.500000 Penalty: 5289.153320
	Iteration 16Q: 3 clusters Score -6398960 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -6399065.000000 Penalty: 5289.153320
	Iteration 17Q: 3 clusters Score -6399065 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -6399199.500000 Penalty: 5289.153320
	Iteration 18Q: 3 clusters Score -6399200 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6399323.000000 Penalty: 5289.153320
	Iteration 19Q: 3 clusters Score -6399323 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -6399437.000000 Penalty: 5289.153320
	Iteration 20F: 3 clusters Score -6399437 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -6399528.000000 Penalty: 5289.153320
	Iteration 21Q: 3 clusters Score -6399528 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6399647.000000 Penalty: 5289.153320
	Iteration 22Q: 3 clusters Score -6399647 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6399735.500000 Penalty: 5289.153320
	Iteration 23Q: 3 clusters Score -6399736 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -6399865.000000 Penalty: 5289.153320
	Iteration 24Q: 3 clusters Score -6399865 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -6399997.500000 Penalty: 5289.153320
	Iteration 25Q: 3 clusters Score -6399998 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6400108.500000 Penalty: 5289.153320
	Iteration 26Q: 3 clusters Score -6400108 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6400227.500000 Penalty: 5289.153320
	Iteration 27Q: 3 clusters Score -6400228 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -6400336.500000 Penalty: 5289.153320
	Iteration 28Q: 3 clusters Score -6400336 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -6400497.500000 Penalty: 5289.153320
	Iteration 29Q: 3 clusters Score -6400498 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -6400664.500000 Penalty: 5289.153320
	Iteration 30Q: 3 clusters Score -6400664 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -6400839.500000 Penalty: 5289.153320
	Iteration 31Q: 3 clusters Score -6400840 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -6401053.500000 Penalty: 5289.153320
	Iteration 32Q: 3 clusters Score -6401054 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -6401304.000000 Penalty: 5289.153320
	Iteration 33Q: 3 clusters Score -6401304 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -6401515.000000 Penalty: 5289.153320
	Iteration 34Q: 3 clusters Score -6401515 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -6401704.000000 Penalty: 5289.153320
	Iteration 35Q: 3 clusters Score -6401704 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6401918.000000 Penalty: 5289.153320
	Iteration 36Q: 3 clusters Score -6401918 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6402085.000000 Penalty: 5289.153320
	Iteration 37Q: 3 clusters Score -6402085 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -6402230.000000 Penalty: 5289.153320
	Iteration 38Q: 3 clusters Score -6402230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -6402371.000000 Penalty: 5289.153320
	Iteration 39Q: 3 clusters Score -6402371 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -6402509.500000 Penalty: 5289.153320
	Iteration 40F: 3 clusters Score -6402510 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -6402585.500000 Penalty: 5289.153320
	Iteration 41Q: 3 clusters Score -6402586 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6402685.000000 Penalty: 5289.153320
	Iteration 42Q: 3 clusters Score -6402685 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -6402785.000000 Penalty: 5289.153320
	Iteration 43Q: 3 clusters Score -6402785 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -6402860.500000 Penalty: 5289.153320
	Iteration 44Q: 3 clusters Score -6402860 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -6402916.000000 Penalty: 5289.153320
	Iteration 45Q: 3 clusters Score -6402916 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -6402968.000000 Penalty: 5289.153320
	Iteration 46Q: 3 clusters Score -6402968 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -6402996.000000 Penalty: 5289.153320
	Iteration 47Q: 3 clusters Score -6402996 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -6403050.000000 Penalty: 5289.153320
	Iteration 48Q: 3 clusters Score -6403050 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -6403123.500000 Penalty: 5289.153320
	Iteration 49Q: 3 clusters Score -6403124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -6403176.000000 Penalty: 5289.153320
	Iteration 50Q: 3 clusters Score -6403176 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -6403212.000000 Penalty: 5289.153320
	Iteration 51Q: 3 clusters Score -6403212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -6403263.500000 Penalty: 5289.153320
	Iteration 52Q: 3 clusters Score -6403264 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -6403306.000000 Penalty: 5289.153320
	Iteration 53Q: 3 clusters Score -6403306 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -6403324.000000 Penalty: 5289.153320
	Iteration 54Q: 3 clusters Score -6403324 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -6403352.000000 Penalty: 5289.153320
	Iteration 55Q: 3 clusters Score -6403352 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -6403387.000000 Penalty: 5289.153320
	Iteration 56Q: 3 clusters Score -6403387 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -6403417.000000 Penalty: 5289.153320
	Iteration 57Q: 3 clusters Score -6403417 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -6403441.500000 Penalty: 5289.153320
	Iteration 58Q: 3 clusters Score -6403442 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6403476.000000 Penalty: 5289.153320
	Iteration 59Q: 3 clusters Score -6403476 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -6403471.500000 Penalty: 5289.153320
	Iteration 60F: 3 clusters Score -6403472 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -6403521.000000 Penalty: 5289.153320
	Iteration 61Q: 3 clusters Score -6403521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -6403546.500000 Penalty: 5289.153320
	Iteration 62Q: 3 clusters Score -6403546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -6403572.500000 Penalty: 5289.153320
	Iteration 63Q: 3 clusters Score -6403572 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6403594.500000 Penalty: 5289.153320
	Iteration 64Q: 3 clusters Score -6403594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -6403624.000000 Penalty: 5289.153320
	Iteration 65Q: 3 clusters Score -6403624 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -6403645.000000 Penalty: 5289.153320
	Iteration 66Q: 3 clusters Score -6403645 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -6403683.500000 Penalty: 5289.153320
	Iteration 67Q: 3 clusters Score -6403684 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -6403713.000000 Penalty: 5289.153320
	Iteration 68Q: 3 clusters Score -6403713 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -6403748.000000 Penalty: 5289.153320
	Iteration 69Q: 3 clusters Score -6403748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -6403784.000000 Penalty: 5289.153320
	Iteration 70Q: 3 clusters Score -6403784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6403797.000000 Penalty: 5289.153320
	Iteration 71Q: 3 clusters Score -6403797 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -6403817.000000 Penalty: 5289.153320
	Iteration 72Q: 3 clusters Score -6403817 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6403831.500000 Penalty: 5289.153320
	Iteration 73Q: 3 clusters Score -6403832 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6403857.000000 Penalty: 5289.153320
	Iteration 74Q: 3 clusters Score -6403857 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -6403872.000000 Penalty: 5289.153320
	Iteration 75Q: 3 clusters Score -6403872 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -6403864.500000 Penalty: 5289.153320
	Iteration 76Q: 3 clusters Score -6403864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -6403868.000000 Penalty: 5289.153320
	Iteration 77Q: 3 clusters Score -6403868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -6403886.500000 Penalty: 5289.153320
	Iteration 78Q: 3 clusters Score -6403886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6403907.500000 Penalty: 5289.153320
	Iteration 79Q: 3 clusters Score -6403908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -6403903.500000 Penalty: 5289.153320
	Iteration 80F: 3 clusters Score -6403904 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -6403912.000000 Penalty: 5289.153320
	Iteration 81Q: 3 clusters Score -6403912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6403919.000000 Penalty: 5289.153320
	Iteration 82Q: 3 clusters Score -6403919 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -6403931.000000 Penalty: 5289.153320
	Iteration 83Q: 3 clusters Score -6403931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -6403925.500000 Penalty: 5289.153320
	Iteration 84Q: 3 clusters Score -6403926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -6403922.000000 Penalty: 5289.153320
	Iteration 85Q: 3 clusters Score -6403922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -6403932.000000 Penalty: 5289.153320
	Iteration 86Q: 3 clusters Score -6403932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6403929.000000 Penalty: 5289.153320
	Iteration 87Q: 3 clusters Score -6403929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6403917.500000 Penalty: 5289.153320
	Iteration 88Q: 3 clusters Score -6403918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -6403931.500000 Penalty: 5289.153320
	Iteration 89Q: 3 clusters Score -6403932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -6403933.000000 Penalty: 5289.153320
	Iteration 90Q: 3 clusters Score -6403933 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -6403939.500000 Penalty: 5289.153320
	Iteration 91Q: 3 clusters Score -6403940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6403943.000000 Penalty: 5289.153320
	Iteration 92Q: 3 clusters Score -6403943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6403948.000000 Penalty: 5289.153320
	Iteration 93Q: 3 clusters Score -6403948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6403941.000000 Penalty: 5289.153320
	Iteration 94Q: 3 clusters Score -6403941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -6403931.000000 Penalty: 5289.153320
	Iteration 95Q: 3 clusters Score -6403931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -6403940.500000 Penalty: 5289.153320
	Iteration 96Q: 3 clusters Score -6403940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -6403942.000000 Penalty: 5289.153320
	Iteration 97Q: 3 clusters Score -6403942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -6403950.500000 Penalty: 5289.153320
	Iteration 98Q: 3 clusters Score -6403950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -6403944.500000 Penalty: 5289.153320
	Iteration 99Q: 3 clusters Score -6403944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -6403942.500000 Penalty: 5289.153320
	Iteration 100F: 3 clusters Score -6403942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -6403943.000000 Penalty: 5289.153320
	Iteration 101Q: 3 clusters Score -6403943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -6403935.500000 Penalty: 5289.153320
	Iteration 102Q: 3 clusters Score -6403936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -6403939.500000 Penalty: 5289.153320
	Iteration 103Q: 3 clusters Score -6403940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -6403944.500000 Penalty: 5289.153320
	Iteration 104Q: 3 clusters Score -6403944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -6403937.500000 Penalty: 5289.153320
	Iteration 105Q: 3 clusters Score -6403938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -6403940.000000 Penalty: 5289.153320
	Iteration 106Q: 3 clusters Score -6403940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6403939.000000 Penalty: 5289.153320
	Iteration 107Q: 3 clusters Score -6403939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -6403935.000000 Penalty: 5289.153320
	Iteration 108Q: 3 clusters Score -6403935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -6403935.500000 Penalty: 5289.153320
	Iteration 109Q: 3 clusters Score -6403936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -6403932.500000 Penalty: 5289.153320
	Iteration 110Q: 3 clusters Score -6403932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -6403932.500000 Penalty: 5289.153320
	Iteration 111Q: 3 clusters Score -6403932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -6403930.500000 Penalty: 5289.153320
	Iteration 112Q: 3 clusters Score -6403930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6403930.500000 Penalty: 5289.153320
	Iteration 113Q: 3 clusters Score -6403930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -6403927.500000 Penalty: 5289.153320
	Iteration 114Q: 3 clusters Score -6403928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -6403927.500000 Penalty: 5289.153320
	Iteration 115F: 3 clusters Score -6403928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Entering Unmasked Estep 
Score: -3191723.750000 Penalty: 2475.197266
	Iteration 0F: 2 clusters Score -3191724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -3176536.000000 Penalty: 4950.394531
	Iteration 0F: 3 clusters Score -3176536 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3182015.250000 Penalty: 4950.394531
	Iteration 1F: 3 clusters Score -3182015 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3182609.750000 Penalty: 4950.394531
	Iteration 2F: 3 clusters Score -3182610 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -3183233.000000 Penalty: 4950.394531
	Iteration 3F: 3 clusters Score -3183233 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3183935.000000 Penalty: 4950.394531
	Iteration 4F: 3 clusters Score -3183935 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3184598.500000 Penalty: 4950.394531
	Iteration 5F: 3 clusters Score -3184598 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3185253.250000 Penalty: 4950.394531
	Iteration 6F: 3 clusters Score -3185253 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3185791.750000 Penalty: 4950.394531
	Iteration 7Q: 3 clusters Score -3185792 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -3186127.000000 Penalty: 4950.394531
	Iteration 8Q: 3 clusters Score -3186127 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3186348.000000 Penalty: 4950.394531
	Iteration 9Q: 3 clusters Score -3186348 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3186499.750000 Penalty: 4950.394531
	Iteration 10Q: 3 clusters Score -3186500 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3186631.500000 Penalty: 4950.394531
	Iteration 11Q: 3 clusters Score -3186632 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3186710.250000 Penalty: 4950.394531
	Iteration 12Q: 3 clusters Score -3186710 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3186820.500000 Penalty: 4950.394531
	Iteration 13Q: 3 clusters Score -3186820 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3186903.500000 Penalty: 4950.394531
	Iteration 14Q: 3 clusters Score -3186904 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3187010.750000 Penalty: 4950.394531
	Iteration 15Q: 3 clusters Score -3187011 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -3187140.250000 Penalty: 4950.394531
	Iteration 16Q: 3 clusters Score -3187140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -3187270.750000 Penalty: 4950.394531
	Iteration 17Q: 3 clusters Score -3187271 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3187412.500000 Penalty: 4950.394531
	Iteration 18Q: 3 clusters Score -3187412 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3187556.250000 Penalty: 4950.394531
	Iteration 19Q: 3 clusters Score -3187556 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -3187717.000000 Penalty: 4950.394531
	Iteration 20F: 3 clusters Score -3187717 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3187875.250000 Penalty: 4950.394531
	Iteration 21Q: 3 clusters Score -3187875 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3188047.250000 Penalty: 4950.394531
	Iteration 22Q: 3 clusters Score -3188047 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3188250.250000 Penalty: 4950.394531
	Iteration 23Q: 3 clusters Score -3188250 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -3188456.250000 Penalty: 4950.394531
	Iteration 24Q: 3 clusters Score -3188456 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3188642.500000 Penalty: 4950.394531
	Iteration 25Q: 3 clusters Score -3188642 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3188812.500000 Penalty: 4950.394531
	Iteration 26Q: 3 clusters Score -3188812 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3188950.750000 Penalty: 4950.394531
	Iteration 27Q: 3 clusters Score -3188951 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3189090.500000 Penalty: 4950.394531
	Iteration 28Q: 3 clusters Score -3189090 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3189206.250000 Penalty: 4950.394531
	Iteration 29Q: 3 clusters Score -3189206 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3189319.500000 Penalty: 4950.394531
	Iteration 30Q: 3 clusters Score -3189320 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -3189404.000000 Penalty: 4950.394531
	Iteration 31Q: 3 clusters Score -3189404 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -3189484.750000 Penalty: 4950.394531
	Iteration 32Q: 3 clusters Score -3189485 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3189560.250000 Penalty: 4950.394531
	Iteration 33Q: 3 clusters Score -3189560 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3189605.750000 Penalty: 4950.394531
	Iteration 34Q: 3 clusters Score -3189606 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3189633.000000 Penalty: 4950.394531
	Iteration 35Q: 3 clusters Score -3189633 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3189671.000000 Penalty: 4950.394531
	Iteration 36Q: 3 clusters Score -3189671 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3189703.000000 Penalty: 4950.394531
	Iteration 37Q: 3 clusters Score -3189703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3189729.250000 Penalty: 4950.394531
	Iteration 38Q: 3 clusters Score -3189729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -3189754.000000 Penalty: 4950.394531
	Iteration 39Q: 3 clusters Score -3189754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3189775.000000 Penalty: 4950.394531
	Iteration 40F: 3 clusters Score -3189775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3189805.000000 Penalty: 4950.394531
	Iteration 41Q: 3 clusters Score -3189805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3189834.500000 Penalty: 4950.394531
	Iteration 42Q: 3 clusters Score -3189834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3189859.250000 Penalty: 4950.394531
	Iteration 43Q: 3 clusters Score -3189859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3189868.500000 Penalty: 4950.394531
	Iteration 44Q: 3 clusters Score -3189868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3189887.000000 Penalty: 4950.394531
	Iteration 45Q: 3 clusters Score -3189887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3189896.000000 Penalty: 4950.394531
	Iteration 46Q: 3 clusters Score -3189896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3189903.750000 Penalty: 4950.394531
	Iteration 47Q: 3 clusters Score -3189904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3189918.000000 Penalty: 4950.394531
	Iteration 48Q: 3 clusters Score -3189918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -3189921.750000 Penalty: 4950.394531
	Iteration 49Q: 3 clusters Score -3189922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3189931.250000 Penalty: 4950.394531
	Iteration 50Q: 3 clusters Score -3189931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3189939.500000 Penalty: 4950.394531
	Iteration 51Q: 3 clusters Score -3189940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3189940.000000 Penalty: 4950.394531
	Iteration 52Q: 3 clusters Score -3189940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3189942.500000 Penalty: 4950.394531
	Iteration 53Q: 3 clusters Score -3189942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3189953.250000 Penalty: 4950.394531
	Iteration 54Q: 3 clusters Score -3189953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -3189953.750000 Penalty: 4950.394531
	Iteration 55Q: 3 clusters Score -3189954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3189962.000000 Penalty: 4950.394531
	Iteration 56Q: 3 clusters Score -3189962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3189960.750000 Penalty: 4950.394531
	Iteration 57Q: 3 clusters Score -3189961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3189964.250000 Penalty: 4950.394531
	Iteration 58Q: 3 clusters Score -3189964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3189965.250000 Penalty: 4950.394531
	Iteration 59Q: 3 clusters Score -3189965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3189966.750000 Penalty: 4950.394531
	Iteration 60F: 3 clusters Score -3189967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3189972.250000 Penalty: 4950.394531
	Iteration 61Q: 3 clusters Score -3189972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3189977.000000 Penalty: 4950.394531
	Iteration 62Q: 3 clusters Score -3189977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3189983.000000 Penalty: 4950.394531
	Iteration 63Q: 3 clusters Score -3189983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3189983.250000 Penalty: 4950.394531
	Iteration 64Q: 3 clusters Score -3189983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3189982.500000 Penalty: 4950.394531
	Iteration 65Q: 3 clusters Score -3189982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3189988.500000 Penalty: 4950.394531
	Iteration 66Q: 3 clusters Score -3189988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3189996.000000 Penalty: 4950.394531
	Iteration 67Q: 3 clusters Score -3189996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3189994.250000 Penalty: 4950.394531
	Iteration 68Q: 3 clusters Score -3189994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3189997.250000 Penalty: 4950.394531
	Iteration 69Q: 3 clusters Score -3189997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3189995.000000 Penalty: 4950.394531
	Iteration 70Q: 3 clusters Score -3189995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3190003.000000 Penalty: 4950.394531
	Iteration 71Q: 3 clusters Score -3190003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3190004.750000 Penalty: 4950.394531
	Iteration 72Q: 3 clusters Score -3190005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3190008.500000 Penalty: 4950.394531
	Iteration 73Q: 3 clusters Score -3190008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3190009.250000 Penalty: 4950.394531
	Iteration 74Q: 3 clusters Score -3190009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3190010.000000 Penalty: 4950.394531
	Iteration 75Q: 3 clusters Score -3190010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3190011.750000 Penalty: 4950.394531
	Iteration 76Q: 3 clusters Score -3190012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -3190010.500000 Penalty: 4950.394531
	Iteration 77Q: 3 clusters Score -3190010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3190014.250000 Penalty: 4950.394531
	Iteration 78Q: 3 clusters Score -3190014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3190017.500000 Penalty: 4950.394531
	Iteration 79Q: 3 clusters Score -3190018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3190017.250000 Penalty: 4950.394531
	Iteration 80F: 3 clusters Score -3190017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3190017.000000 Penalty: 4950.394531
	Iteration 81Q: 3 clusters Score -3190017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3190017.000000 Penalty: 4950.394531
	Iteration 82F: 3 clusters Score -3190017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -14276.268555 Penalty: 1249.164185
	Iteration 0F: 2 clusters Score -14276.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13388.995117 Penalty: 2498.328369
	Iteration 0F: 3 clusters Score -13389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13441.990234 Penalty: 2498.328369
	Iteration 1F: 3 clusters Score -13441.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13458.696289 Penalty: 2498.328369
	Iteration 2Q: 3 clusters Score -13458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13484.801758 Penalty: 2498.328369
	Iteration 3Q: 3 clusters Score -13484.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13484.801758 Penalty: 2498.328369
	Iteration 4F: 3 clusters Score -13484.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Entering Unmasked Estep 
Score: -2595567.000000 Penalty: 2441.312744
	Iteration 0F: 2 clusters Score -2595567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2582145.250000 Penalty: 4882.625488
	Iteration 0F: 3 clusters Score -2582145 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2586850.250000 Penalty: 4882.625488
	Iteration 1F: 3 clusters Score -2586850 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2587735.250000 Penalty: 4882.625488
	Iteration 2F: 3 clusters Score -2587735 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2588870.750000 Penalty: 4882.625488
	Iteration 3F: 3 clusters Score -2588871 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2590257.750000 Penalty: 4882.625488
	Iteration 4F: 3 clusters Score -2590258 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2591556.750000 Penalty: 4882.625488
	Iteration 5F: 3 clusters Score -2591557 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2592515.000000 Penalty: 4882.625488
	Iteration 6F: 3 clusters Score -2592515 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2593105.750000 Penalty: 4882.625488
	Iteration 7F: 3 clusters Score -2593106 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2593454.500000 Penalty: 4882.625488
	Iteration 8Q: 3 clusters Score -2593454 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2593665.000000 Penalty: 4882.625488
	Iteration 9Q: 3 clusters Score -2593665 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2593819.250000 Penalty: 4882.625488
	Iteration 10Q: 3 clusters Score -2593819 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2593930.000000 Penalty: 4882.625488
	Iteration 11Q: 3 clusters Score -2593930 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2594046.250000 Penalty: 4882.625488
	Iteration 12Q: 3 clusters Score -2594046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2594135.750000 Penalty: 4882.625488
	Iteration 13Q: 3 clusters Score -2594136 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2594210.750000 Penalty: 4882.625488
	Iteration 14Q: 3 clusters Score -2594211 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2594264.250000 Penalty: 4882.625488
	Iteration 15Q: 3 clusters Score -2594264 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2594324.750000 Penalty: 4882.625488
	Iteration 16Q: 3 clusters Score -2594325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2594369.250000 Penalty: 4882.625488
	Iteration 17Q: 3 clusters Score -2594369 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2594402.500000 Penalty: 4882.625488
	Iteration 18Q: 3 clusters Score -2594402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2594451.000000 Penalty: 4882.625488
	Iteration 19Q: 3 clusters Score -2594451 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2594476.750000 Penalty: 4882.625488
	Iteration 20F: 3 clusters Score -2594477 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2594499.500000 Penalty: 4882.625488
	Iteration 21Q: 3 clusters Score -2594500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2594525.000000 Penalty: 4882.625488
	Iteration 22Q: 3 clusters Score -2594525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2594563.250000 Penalty: 4882.625488
	Iteration 23Q: 3 clusters Score -2594563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2594586.000000 Penalty: 4882.625488
	Iteration 24Q: 3 clusters Score -2594586 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2594603.500000 Penalty: 4882.625488
	Iteration 25Q: 3 clusters Score -2594604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2594624.000000 Penalty: 4882.625488
	Iteration 26Q: 3 clusters Score -2594624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2594639.750000 Penalty: 4882.625488
	Iteration 27Q: 3 clusters Score -2594640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2594655.500000 Penalty: 4882.625488
	Iteration 28Q: 3 clusters Score -2594656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2594665.750000 Penalty: 4882.625488
	Iteration 29Q: 3 clusters Score -2594666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2594679.750000 Penalty: 4882.625488
	Iteration 30Q: 3 clusters Score -2594680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2594689.000000 Penalty: 4882.625488
	Iteration 31Q: 3 clusters Score -2594689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2594701.250000 Penalty: 4882.625488
	Iteration 32Q: 3 clusters Score -2594701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2594719.000000 Penalty: 4882.625488
	Iteration 33Q: 3 clusters Score -2594719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2594728.500000 Penalty: 4882.625488
	Iteration 34Q: 3 clusters Score -2594728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2594730.000000 Penalty: 4882.625488
	Iteration 35Q: 3 clusters Score -2594730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2594748.250000 Penalty: 4882.625488
	Iteration 36Q: 3 clusters Score -2594748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2594747.000000 Penalty: 4882.625488
	Iteration 37Q: 3 clusters Score -2594747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2594759.750000 Penalty: 4882.625488
	Iteration 38Q: 3 clusters Score -2594760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2594772.500000 Penalty: 4882.625488
	Iteration 39Q: 3 clusters Score -2594772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2594768.250000 Penalty: 4882.625488
	Iteration 40F: 3 clusters Score -2594768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2594783.750000 Penalty: 4882.625488
	Iteration 41Q: 3 clusters Score -2594784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2594781.750000 Penalty: 4882.625488
	Iteration 42Q: 3 clusters Score -2594782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2594783.000000 Penalty: 4882.625488
	Iteration 43Q: 3 clusters Score -2594783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2594788.000000 Penalty: 4882.625488
	Iteration 44Q: 3 clusters Score -2594788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2594787.000000 Penalty: 4882.625488
	Iteration 45Q: 3 clusters Score -2594787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2594787.500000 Penalty: 4882.625488
	Iteration 46Q: 3 clusters Score -2594788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2594795.000000 Penalty: 4882.625488
	Iteration 47Q: 3 clusters Score -2594795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2594791.250000 Penalty: 4882.625488
	Iteration 48Q: 3 clusters Score -2594791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2594789.000000 Penalty: 4882.625488
	Iteration 49Q: 3 clusters Score -2594789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2594794.750000 Penalty: 4882.625488
	Iteration 50Q: 3 clusters Score -2594795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2594795.500000 Penalty: 4882.625488
	Iteration 51Q: 3 clusters Score -2594796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2594794.750000 Penalty: 4882.625488
	Iteration 52Q: 3 clusters Score -2594795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2594799.000000 Penalty: 4882.625488
	Iteration 53Q: 3 clusters Score -2594799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2594796.750000 Penalty: 4882.625488
	Iteration 54Q: 3 clusters Score -2594797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2594794.500000 Penalty: 4882.625488
	Iteration 55Q: 3 clusters Score -2594794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -2594795.750000 Penalty: 4882.625488
	Iteration 56Q: 3 clusters Score -2594796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2594796.750000 Penalty: 4882.625488
	Iteration 57Q: 3 clusters Score -2594797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2594796.000000 Penalty: 4882.625488
	Iteration 58Q: 3 clusters Score -2594796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2594799.500000 Penalty: 4882.625488
	Iteration 59Q: 3 clusters Score -2594800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2594799.250000 Penalty: 4882.625488
	Iteration 60F: 3 clusters Score -2594799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2594797.500000 Penalty: 4882.625488
	Iteration 61Q: 3 clusters Score -2594798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2594798.000000 Penalty: 4882.625488
	Iteration 62Q: 3 clusters Score -2594798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2594794.500000 Penalty: 4882.625488
	Iteration 63Q: 3 clusters Score -2594794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2594794.500000 Penalty: 4882.625488
	Iteration 64F: 3 clusters Score -2594794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61571.902344 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60161.207031 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60161.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60511.890625 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60511.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60708.449219 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60708.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60852.695312 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -60852.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60978.406250 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60978.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61076.531250 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -61076.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61124.796875 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -61124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61160.320312 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -61160.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61181.507812 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -61181.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61203.218750 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -61203.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61227.675781 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -61227.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61254.562500 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -61254.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61296.398438 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -61296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61315.683594 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -61315.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61341.433594 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -61341.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61353.054688 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -61353.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61361.738281 Penalty: 3074.445312
	Iteration 16F: 3 clusters Score -61361.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61382.511719 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -61382.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61395.761719 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -61395.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -61429.472656 Penalty: 3074.445312
	Iteration 19Q: 3 clusters Score -61429.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61468.523438 Penalty: 3074.445312
	Iteration 20F: 3 clusters Score -61468.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61516.140625 Penalty: 3074.445312
	Iteration 21Q: 3 clusters Score -61516.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61546.015625 Penalty: 3074.445312
	Iteration 22Q: 3 clusters Score -61546.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -61589.851562 Penalty: 3074.445312
	Iteration 23Q: 3 clusters Score -61589.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61669.296875 Penalty: 3074.445312
	Iteration 24Q: 3 clusters Score -61669.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61765.093750 Penalty: 3074.445312
	Iteration 25Q: 3 clusters Score -61765.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61807.707031 Penalty: 3074.445312
	Iteration 26Q: 3 clusters Score -61807.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61876.714844 Penalty: 3074.445312
	Iteration 27Q: 3 clusters Score -61876.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61919.261719 Penalty: 3074.445312
	Iteration 28Q: 3 clusters Score -61919.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61919.261719 Penalty: 3074.445312
	Iteration 29F: 3 clusters Score -61919.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 225 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 267 members 
Entering Unmasked Estep 
Score: -115070200.000000 Penalty: 175334.546875
Splitting cluster 20 changes total score from -115071656.000000 to -115070200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (91895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91895 members 
Entering Unmasked Estep 
Score: -13831345.000000 Penalty: 2834.243652
	Iteration 0F: 2 clusters Score -1.383134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -13769810.000000 Penalty: 5668.487305
	Iteration 0F: 3 clusters Score -1.376981e+07 nChanged 43551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -13794736.000000 Penalty: 5668.487305
	Iteration 1F: 3 clusters Score -1.379474e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -13795465.000000 Penalty: 5668.487305
	Iteration 2Q: 3 clusters Score -1.379546e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -13796648.000000 Penalty: 5668.487305
	Iteration 3Q: 3 clusters Score -1.379665e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -13797846.000000 Penalty: 5668.487305
	Iteration 4Q: 3 clusters Score -1.379785e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -13799247.000000 Penalty: 5668.487305
	Iteration 5Q: 3 clusters Score -1.379925e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -13801253.000000 Penalty: 5668.487305
	Iteration 6Q: 3 clusters Score -1.380125e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -13803864.000000 Penalty: 5668.487305
	Iteration 7F: 3 clusters Score -1.380386e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -13807171.000000 Penalty: 5668.487305
	Iteration 8F: 3 clusters Score -1.380717e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -13811753.000000 Penalty: 5668.487305
	Iteration 9F: 3 clusters Score -1.381175e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -13817240.000000 Penalty: 5668.487305
	Iteration 10F: 3 clusters Score -1.381724e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85520 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13822839.000000 Penalty: 5668.487305
	Iteration 11F: 3 clusters Score -1.382284e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89086 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -13826379.000000 Penalty: 5668.487305
	Iteration 12Q: 3 clusters Score -1.382638e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90705 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13827882.000000 Penalty: 5668.487305
	Iteration 13Q: 3 clusters Score -1.382788e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13828383.000000 Penalty: 5668.487305
	Iteration 14Q: 3 clusters Score -1.382838e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -13828610.000000 Penalty: 5668.487305
	Iteration 15Q: 3 clusters Score -1.382861e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13828718.000000 Penalty: 5668.487305
	Iteration 16Q: 3 clusters Score -1.382872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -13828757.000000 Penalty: 5668.487305
	Iteration 17Q: 3 clusters Score -1.382876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91525 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -13828774.000000 Penalty: 5668.487305
	Iteration 18Q: 3 clusters Score -1.382877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -13828808.000000 Penalty: 5668.487305
	Iteration 19Q: 3 clusters Score -1.382881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13828827.000000 Penalty: 5668.487305
	Iteration 20F: 3 clusters Score -1.382883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91555 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13828847.000000 Penalty: 5668.487305
	Iteration 21Q: 3 clusters Score -1.382885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -13828855.000000 Penalty: 5668.487305
	Iteration 22Q: 3 clusters Score -1.382886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13828854.000000 Penalty: 5668.487305
	Iteration 23Q: 3 clusters Score -1.382885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13828863.000000 Penalty: 5668.487305
	Iteration 24Q: 3 clusters Score -1.382886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91564 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13828873.000000 Penalty: 5668.487305
	Iteration 25Q: 3 clusters Score -1.382887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -13828885.000000 Penalty: 5668.487305
	Iteration 26Q: 3 clusters Score -1.382888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13828890.000000 Penalty: 5668.487305
	Iteration 27Q: 3 clusters Score -1.382889e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91570 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13828888.000000 Penalty: 5668.487305
	Iteration 28Q: 3 clusters Score -1.382889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91573 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13828898.000000 Penalty: 5668.487305
	Iteration 29Q: 3 clusters Score -1.38289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91575 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13828901.000000 Penalty: 5668.487305
	Iteration 30Q: 3 clusters Score -1.38289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -13828895.000000 Penalty: 5668.487305
	Iteration 31Q: 3 clusters Score -1.38289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13828909.000000 Penalty: 5668.487305
	Iteration 32Q: 3 clusters Score -1.382891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13828911.000000 Penalty: 5668.487305
	Iteration 33Q: 3 clusters Score -1.382891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13828905.000000 Penalty: 5668.487305
	Iteration 34Q: 3 clusters Score -1.38289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -13828905.000000 Penalty: 5668.487305
	Iteration 35F: 3 clusters Score -1.38289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Entering Unmasked Estep 
Score: -5142678.500000 Penalty: 2607.340820
	Iteration 0F: 2 clusters Score -5142678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5117868.000000 Penalty: 5214.681641
	Iteration 0F: 3 clusters Score -5117868 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -5127934.000000 Penalty: 5214.681641
	Iteration 1F: 3 clusters Score -5127934 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -5129600.500000 Penalty: 5214.681641
	Iteration 2F: 3 clusters Score -5129600 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -5131338.000000 Penalty: 5214.681641
	Iteration 3F: 3 clusters Score -5131338 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -5132999.500000 Penalty: 5214.681641
	Iteration 4F: 3 clusters Score -5133000 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5134449.500000 Penalty: 5214.681641
	Iteration 5F: 3 clusters Score -5134450 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -5135717.500000 Penalty: 5214.681641
	Iteration 6F: 3 clusters Score -5135718 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -5136729.000000 Penalty: 5214.681641
	Iteration 7Q: 3 clusters Score -5136729 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -5137551.000000 Penalty: 5214.681641
	Iteration 8Q: 3 clusters Score -5137551 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -5138191.500000 Penalty: 5214.681641
	Iteration 9Q: 3 clusters Score -5138192 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -5138750.000000 Penalty: 5214.681641
	Iteration 10Q: 3 clusters Score -5138750 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -5139278.000000 Penalty: 5214.681641
	Iteration 11Q: 3 clusters Score -5139278 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5139708.000000 Penalty: 5214.681641
	Iteration 12Q: 3 clusters Score -5139708 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -5140067.500000 Penalty: 5214.681641
	Iteration 13Q: 3 clusters Score -5140068 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -5140402.000000 Penalty: 5214.681641
	Iteration 14Q: 3 clusters Score -5140402 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -5140686.000000 Penalty: 5214.681641
	Iteration 15Q: 3 clusters Score -5140686 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5140918.500000 Penalty: 5214.681641
	Iteration 16Q: 3 clusters Score -5140918 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -5141153.500000 Penalty: 5214.681641
	Iteration 17Q: 3 clusters Score -5141154 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -5141336.000000 Penalty: 5214.681641
	Iteration 18Q: 3 clusters Score -5141336 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5141521.500000 Penalty: 5214.681641
	Iteration 19Q: 3 clusters Score -5141522 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5141631.000000 Penalty: 5214.681641
	Iteration 20F: 3 clusters Score -5141631 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5141731.500000 Penalty: 5214.681641
	Iteration 21Q: 3 clusters Score -5141732 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5141827.500000 Penalty: 5214.681641
	Iteration 22Q: 3 clusters Score -5141828 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5141867.500000 Penalty: 5214.681641
	Iteration 23Q: 3 clusters Score -5141868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -5141899.500000 Penalty: 5214.681641
	Iteration 24Q: 3 clusters Score -5141900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -5141957.500000 Penalty: 5214.681641
	Iteration 25Q: 3 clusters Score -5141958 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5141971.000000 Penalty: 5214.681641
	Iteration 26Q: 3 clusters Score -5141971 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5142019.500000 Penalty: 5214.681641
	Iteration 27Q: 3 clusters Score -5142020 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -5142035.500000 Penalty: 5214.681641
	Iteration 28Q: 3 clusters Score -5142036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5142041.500000 Penalty: 5214.681641
	Iteration 29Q: 3 clusters Score -5142042 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5142060.500000 Penalty: 5214.681641
	Iteration 30Q: 3 clusters Score -5142060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5142053.000000 Penalty: 5214.681641
	Iteration 31Q: 3 clusters Score -5142053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5142063.500000 Penalty: 5214.681641
	Iteration 32Q: 3 clusters Score -5142064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5142065.000000 Penalty: 5214.681641
	Iteration 33Q: 3 clusters Score -5142065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5142065.500000 Penalty: 5214.681641
	Iteration 34Q: 3 clusters Score -5142066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5142071.000000 Penalty: 5214.681641
	Iteration 35Q: 3 clusters Score -5142071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5142082.500000 Penalty: 5214.681641
	Iteration 36Q: 3 clusters Score -5142082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -5142083.500000 Penalty: 5214.681641
	Iteration 37Q: 3 clusters Score -5142084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5142087.500000 Penalty: 5214.681641
	Iteration 38Q: 3 clusters Score -5142088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5142090.500000 Penalty: 5214.681641
	Iteration 39Q: 3 clusters Score -5142090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5142096.500000 Penalty: 5214.681641
	Iteration 40F: 3 clusters Score -5142096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5142104.000000 Penalty: 5214.681641
	Iteration 41Q: 3 clusters Score -5142104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -5142103.500000 Penalty: 5214.681641
	Iteration 42Q: 3 clusters Score -5142104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5142105.500000 Penalty: 5214.681641
	Iteration 43Q: 3 clusters Score -5142106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5142112.500000 Penalty: 5214.681641
	Iteration 44Q: 3 clusters Score -5142112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5142110.500000 Penalty: 5214.681641
	Iteration 45Q: 3 clusters Score -5142110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -5142109.500000 Penalty: 5214.681641
	Iteration 46Q: 3 clusters Score -5142110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5142109.500000 Penalty: 5214.681641
	Iteration 47Q: 3 clusters Score -5142110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5142107.500000 Penalty: 5214.681641
	Iteration 48Q: 3 clusters Score -5142108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5142107.500000 Penalty: 5214.681641
	Iteration 49F: 3 clusters Score -5142108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -632080.000000 Penalty: 2112.610840
	Iteration 0F: 2 clusters Score -632080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -627584.437500 Penalty: 4225.221680
	Iteration 0F: 3 clusters Score -627584.4 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -628801.375000 Penalty: 4225.221680
	Iteration 1F: 3 clusters Score -628801.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -629146.937500 Penalty: 4225.221680
	Iteration 2F: 3 clusters Score -629146.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -629408.937500 Penalty: 4225.221680
	Iteration 3F: 3 clusters Score -629408.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -629610.000000 Penalty: 4225.221680
	Iteration 4F: 3 clusters Score -629610 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -629746.125000 Penalty: 4225.221680
	Iteration 5Q: 3 clusters Score -629746.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -629845.187500 Penalty: 4225.221680
	Iteration 6Q: 3 clusters Score -629845.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -629962.312500 Penalty: 4225.221680
	Iteration 7Q: 3 clusters Score -629962.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -630076.125000 Penalty: 4225.221680
	Iteration 8Q: 3 clusters Score -630076.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -630183.375000 Penalty: 4225.221680
	Iteration 9Q: 3 clusters Score -630183.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -630250.312500 Penalty: 4225.221680
	Iteration 10Q: 3 clusters Score -630250.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -630300.000000 Penalty: 4225.221680
	Iteration 11Q: 3 clusters Score -630300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -630340.875000 Penalty: 4225.221680
	Iteration 12Q: 3 clusters Score -630340.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -630374.562500 Penalty: 4225.221680
	Iteration 13Q: 3 clusters Score -630374.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -630403.562500 Penalty: 4225.221680
	Iteration 14Q: 3 clusters Score -630403.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -630429.437500 Penalty: 4225.221680
	Iteration 15Q: 3 clusters Score -630429.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -630446.250000 Penalty: 4225.221680
	Iteration 16Q: 3 clusters Score -630446.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -630457.562500 Penalty: 4225.221680
	Iteration 17Q: 3 clusters Score -630457.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -630467.750000 Penalty: 4225.221680
	Iteration 18Q: 3 clusters Score -630467.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -630478.000000 Penalty: 4225.221680
	Iteration 19Q: 3 clusters Score -630478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -630492.687500 Penalty: 4225.221680
	Iteration 20F: 3 clusters Score -630492.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -630504.375000 Penalty: 4225.221680
	Iteration 21Q: 3 clusters Score -630504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -630515.250000 Penalty: 4225.221680
	Iteration 22Q: 3 clusters Score -630515.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -630523.375000 Penalty: 4225.221680
	Iteration 23Q: 3 clusters Score -630523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -630527.500000 Penalty: 4225.221680
	Iteration 24Q: 3 clusters Score -630527.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -630533.250000 Penalty: 4225.221680
	Iteration 25Q: 3 clusters Score -630533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -630536.875000 Penalty: 4225.221680
	Iteration 26Q: 3 clusters Score -630536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -630539.750000 Penalty: 4225.221680
	Iteration 27Q: 3 clusters Score -630539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -630541.000000 Penalty: 4225.221680
	Iteration 28Q: 3 clusters Score -630541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -630542.812500 Penalty: 4225.221680
	Iteration 29Q: 3 clusters Score -630542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -630544.500000 Penalty: 4225.221680
	Iteration 30Q: 3 clusters Score -630544.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -630545.312500 Penalty: 4225.221680
	Iteration 31Q: 3 clusters Score -630545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -630546.250000 Penalty: 4225.221680
	Iteration 32Q: 3 clusters Score -630546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -630546.375000 Penalty: 4225.221680
	Iteration 33Q: 3 clusters Score -630546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -630546.500000 Penalty: 4225.221680
	Iteration 34Q: 3 clusters Score -630546.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -630546.500000 Penalty: 4225.221680
	Iteration 35F: 3 clusters Score -630546.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Entering Unmasked Estep 
Score: -11678166.000000 Penalty: 2794.463135
	Iteration 0F: 2 clusters Score -1.167817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -11625755.000000 Penalty: 5588.926270
	Iteration 0F: 3 clusters Score -1.162576e+07 nChanged 36808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -11646517.000000 Penalty: 5588.926270
	Iteration 1F: 3 clusters Score -1.164652e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -11647319.000000 Penalty: 5588.926270
	Iteration 2Q: 3 clusters Score -1.164732e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -11648102.000000 Penalty: 5588.926270
	Iteration 3Q: 3 clusters Score -1.16481e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -11649088.000000 Penalty: 5588.926270
	Iteration 4Q: 3 clusters Score -1.164909e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -11650456.000000 Penalty: 5588.926270
	Iteration 5Q: 3 clusters Score -1.165046e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -11652494.000000 Penalty: 5588.926270
	Iteration 6F: 3 clusters Score -1.165249e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -11655668.000000 Penalty: 5588.926270
	Iteration 7F: 3 clusters Score -1.165567e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -11660102.000000 Penalty: 5588.926270
	Iteration 8F: 3 clusters Score -1.16601e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -11665268.000000 Penalty: 5588.926270
	Iteration 9F: 3 clusters Score -1.166527e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -11669543.000000 Penalty: 5588.926270
	Iteration 10F: 3 clusters Score -1.166954e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -11672333.000000 Penalty: 5588.926270
	Iteration 11Q: 3 clusters Score -1.167233e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 74711 members 
Entering Unmasked Estep 
Score: -11673830.000000 Penalty: 5588.926270
	Iteration 12Q: 3 clusters Score -1.167383e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -11674641.000000 Penalty: 5588.926270
	Iteration 13Q: 3 clusters Score -1.167464e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -11675139.000000 Penalty: 5588.926270
	Iteration 14Q: 3 clusters Score -1.167514e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -11675395.000000 Penalty: 5588.926270
	Iteration 15Q: 3 clusters Score -1.16754e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 76880 members 
Entering Unmasked Estep 
Score: -11675512.000000 Penalty: 5588.926270
	Iteration 16Q: 3 clusters Score -1.167551e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -11675634.000000 Penalty: 5588.926270
	Iteration 17Q: 3 clusters Score -1.167563e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 77127 members 
Entering Unmasked Estep 
Score: -11675686.000000 Penalty: 5588.926270
	Iteration 18Q: 3 clusters Score -1.167569e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -11675728.000000 Penalty: 5588.926270
	Iteration 19Q: 3 clusters Score -1.167573e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -11675778.000000 Penalty: 5588.926270
	Iteration 20F: 3 clusters Score -1.167578e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 77310 members 
Entering Unmasked Estep 
Score: -11675807.000000 Penalty: 5588.926270
	Iteration 21Q: 3 clusters Score -1.167581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -11675843.000000 Penalty: 5588.926270
	Iteration 22Q: 3 clusters Score -1.167584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -11675869.000000 Penalty: 5588.926270
	Iteration 23Q: 3 clusters Score -1.167587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -11675873.000000 Penalty: 5588.926270
	Iteration 24Q: 3 clusters Score -1.167587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -11675886.000000 Penalty: 5588.926270
	Iteration 25Q: 3 clusters Score -1.167589e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 77430 members 
Entering Unmasked Estep 
Score: -11675898.000000 Penalty: 5588.926270
	Iteration 26Q: 3 clusters Score -1.16759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -11675901.000000 Penalty: 5588.926270
	Iteration 27Q: 3 clusters Score -1.16759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -11675911.000000 Penalty: 5588.926270
	Iteration 28Q: 3 clusters Score -1.167591e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -11675909.000000 Penalty: 5588.926270
	Iteration 29Q: 3 clusters Score -1.167591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -11675922.000000 Penalty: 5588.926270
	Iteration 30Q: 3 clusters Score -1.167592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -11675916.000000 Penalty: 5588.926270
	Iteration 31Q: 3 clusters Score -1.167592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -11675911.000000 Penalty: 5588.926270
	Iteration 32Q: 3 clusters Score -1.167591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -11675917.000000 Penalty: 5588.926270
	Iteration 33Q: 3 clusters Score -1.167592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -11675917.000000 Penalty: 5588.926270
	Iteration 34F: 3 clusters Score -1.167592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Entering Unmasked Estep 
Score: -1542919.250000 Penalty: 2294.391357
	Iteration 0F: 2 clusters Score -1542919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1534924.625000 Penalty: 4588.782715
	Iteration 0F: 3 clusters Score -1534925 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1537333.250000 Penalty: 4588.782715
	Iteration 1F: 3 clusters Score -1537333 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1537668.625000 Penalty: 4588.782715
	Iteration 2F: 3 clusters Score -1537669 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1537904.500000 Penalty: 4588.782715
	Iteration 3F: 3 clusters Score -1537904 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1538088.625000 Penalty: 4588.782715
	Iteration 4Q: 3 clusters Score -1538089 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1538266.750000 Penalty: 4588.782715
	Iteration 5Q: 3 clusters Score -1538267 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1538447.750000 Penalty: 4588.782715
	Iteration 6Q: 3 clusters Score -1538448 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1538623.000000 Penalty: 4588.782715
	Iteration 7Q: 3 clusters Score -1538623 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1538793.000000 Penalty: 4588.782715
	Iteration 8Q: 3 clusters Score -1538793 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1538968.500000 Penalty: 4588.782715
	Iteration 9Q: 3 clusters Score -1538968 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1539159.375000 Penalty: 4588.782715
	Iteration 10Q: 3 clusters Score -1539159 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1539399.500000 Penalty: 4588.782715
	Iteration 11Q: 3 clusters Score -1539400 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1539704.375000 Penalty: 4588.782715
	Iteration 12Q: 3 clusters Score -1539704 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1540102.750000 Penalty: 4588.782715
	Iteration 13Q: 3 clusters Score -1540103 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1540588.125000 Penalty: 4588.782715
	Iteration 14Q: 3 clusters Score -1540588 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1541115.250000 Penalty: 4588.782715
	Iteration 15Q: 3 clusters Score -1541115 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1541591.000000 Penalty: 4588.782715
	Iteration 16Q: 3 clusters Score -1541591 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1542035.375000 Penalty: 4588.782715
	Iteration 17Q: 3 clusters Score -1542035 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1542442.125000 Penalty: 4588.782715
	Iteration 18Q: 3 clusters Score -1542442 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1542767.000000 Penalty: 4588.782715
	Iteration 19Q: 3 clusters Score -1542767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1542963.000000 Penalty: 4588.782715
	Iteration 20F: 3 clusters Score -1542963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1543035.375000 Penalty: 4588.782715
	Iteration 21Q: 3 clusters Score -1543035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1543058.125000 Penalty: 4588.782715
	Iteration 22Q: 3 clusters Score -1543058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1543065.625000 Penalty: 4588.782715
	Iteration 23Q: 3 clusters Score -1543066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1543073.375000 Penalty: 4588.782715
	Iteration 24Q: 3 clusters Score -1543073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1543073.000000 Penalty: 4588.782715
	Iteration 25Q: 3 clusters Score -1543073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1543068.375000 Penalty: 4588.782715
	Iteration 26Q: 3 clusters Score -1543068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1543071.000000 Penalty: 4588.782715
	Iteration 27Q: 3 clusters Score -1543071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1543072.500000 Penalty: 4588.782715
	Iteration 28Q: 3 clusters Score -1543072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1543072.250000 Penalty: 4588.782715
	Iteration 29Q: 3 clusters Score -1543072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1543071.250000 Penalty: 4588.782715
	Iteration 30Q: 3 clusters Score -1543071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1543071.250000 Penalty: 4588.782715
	Iteration 31F: 3 clusters Score -1543071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 7389 members 
Entering Unmasked Estep 
Score: -115070776.000000 Penalty: 175334.546875
Splitting cluster 25 changes total score from -115071656.000000 to -115070776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -648086.312500 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -648086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -643954.187500 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -643954.2 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -644936.312500 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -644936.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -645131.562500 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -645131.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -645229.250000 Penalty: 4152.479980
	Iteration 3Q: 3 clusters Score -645229.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -645297.375000 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -645297.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -645348.312500 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -645348.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -645399.812500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -645399.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -645447.875000 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -645447.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -645494.937500 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -645494.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -645549.687500 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -645549.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -645611.312500 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -645611.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -645683.312500 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -645683.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -645759.500000 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -645759.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -645856.500000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -645856.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -645941.375000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -645941.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -646041.062500 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -646041.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -646141.750000 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -646141.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -646245.375000 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -646245.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -646347.562500 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -646347.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -646484.750000 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -646484.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -646670.312500 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -646670.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -646888.437500 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -646888.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -647108.812500 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -647108.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -647227.125000 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -647227.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -647264.125000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -647264.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -647284.062500 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -647284.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -647290.250000 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -647290.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -647292.062500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -647292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -647294.750000 Penalty: 4152.479980
	Iteration 28Q: 3 clusters Score -647294.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -647296.187500 Penalty: 4152.479980
	Iteration 29Q: 3 clusters Score -647296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -647297.125000 Penalty: 4152.479980
	Iteration 30Q: 3 clusters Score -647297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -647297.875000 Penalty: 4152.479980
	Iteration 31Q: 3 clusters Score -647297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -647296.812500 Penalty: 4152.479980
	Iteration 32Q: 3 clusters Score -647296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -647298.000000 Penalty: 4152.479980
	Iteration 33Q: 3 clusters Score -647298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -647298.000000 Penalty: 4152.479980
	Iteration 34F: 3 clusters Score -647298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Entering Unmasked Estep 
Score: -2515114.000000 Penalty: 2413.679932
	Iteration 0F: 2 clusters Score -2515114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2502946.000000 Penalty: 4827.359863
	Iteration 0F: 3 clusters Score -2502946 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2506853.000000 Penalty: 4827.359863
	Iteration 1F: 3 clusters Score -2506853 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2507185.250000 Penalty: 4827.359863
	Iteration 2F: 3 clusters Score -2507185 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2507446.250000 Penalty: 4827.359863
	Iteration 3Q: 3 clusters Score -2507446 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2507619.250000 Penalty: 4827.359863
	Iteration 4Q: 3 clusters Score -2507619 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2507768.750000 Penalty: 4827.359863
	Iteration 5Q: 3 clusters Score -2507769 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -2507887.250000 Penalty: 4827.359863
	Iteration 6Q: 3 clusters Score -2507887 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2508031.500000 Penalty: 4827.359863
	Iteration 7Q: 3 clusters Score -2508032 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2508165.000000 Penalty: 4827.359863
	Iteration 8Q: 3 clusters Score -2508165 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2508279.750000 Penalty: 4827.359863
	Iteration 9Q: 3 clusters Score -2508280 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2508411.000000 Penalty: 4827.359863
	Iteration 10Q: 3 clusters Score -2508411 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2508562.750000 Penalty: 4827.359863
	Iteration 11Q: 3 clusters Score -2508563 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2508727.250000 Penalty: 4827.359863
	Iteration 12Q: 3 clusters Score -2508727 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2508907.250000 Penalty: 4827.359863
	Iteration 13Q: 3 clusters Score -2508907 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2509111.000000 Penalty: 4827.359863
	Iteration 14Q: 3 clusters Score -2509111 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -2509316.500000 Penalty: 4827.359863
	Iteration 15Q: 3 clusters Score -2509316 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2509567.500000 Penalty: 4827.359863
	Iteration 16Q: 3 clusters Score -2509568 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2509820.250000 Penalty: 4827.359863
	Iteration 17Q: 3 clusters Score -2509820 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2510072.500000 Penalty: 4827.359863
	Iteration 18Q: 3 clusters Score -2510072 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2510310.750000 Penalty: 4827.359863
	Iteration 19Q: 3 clusters Score -2510311 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2510534.500000 Penalty: 4827.359863
	Iteration 20F: 3 clusters Score -2510534 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2510713.250000 Penalty: 4827.359863
	Iteration 21Q: 3 clusters Score -2510713 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2510870.500000 Penalty: 4827.359863
	Iteration 22Q: 3 clusters Score -2510870 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2511000.000000 Penalty: 4827.359863
	Iteration 23Q: 3 clusters Score -2511000 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -2511099.750000 Penalty: 4827.359863
	Iteration 24Q: 3 clusters Score -2511100 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2511150.250000 Penalty: 4827.359863
	Iteration 25Q: 3 clusters Score -2511150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2511197.250000 Penalty: 4827.359863
	Iteration 26Q: 3 clusters Score -2511197 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2511240.000000 Penalty: 4827.359863
	Iteration 27Q: 3 clusters Score -2511240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2511258.750000 Penalty: 4827.359863
	Iteration 28Q: 3 clusters Score -2511259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2511293.500000 Penalty: 4827.359863
	Iteration 29Q: 3 clusters Score -2511294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2511329.750000 Penalty: 4827.359863
	Iteration 30Q: 3 clusters Score -2511330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2511376.000000 Penalty: 4827.359863
	Iteration 31Q: 3 clusters Score -2511376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2511415.250000 Penalty: 4827.359863
	Iteration 32Q: 3 clusters Score -2511415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2511467.250000 Penalty: 4827.359863
	Iteration 33Q: 3 clusters Score -2511467 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2511538.250000 Penalty: 4827.359863
	Iteration 34Q: 3 clusters Score -2511538 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2511623.500000 Penalty: 4827.359863
	Iteration 35Q: 3 clusters Score -2511624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2511820.500000 Penalty: 4827.359863
	Iteration 36Q: 3 clusters Score -2511820 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2512134.250000 Penalty: 4827.359863
	Iteration 37Q: 3 clusters Score -2512134 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2512530.000000 Penalty: 4827.359863
	Iteration 38Q: 3 clusters Score -2512530 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2512709.000000 Penalty: 4827.359863
	Iteration 39Q: 3 clusters Score -2512709 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2512809.250000 Penalty: 4827.359863
	Iteration 40F: 3 clusters Score -2512809 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2512882.500000 Penalty: 4827.359863
	Iteration 41Q: 3 clusters Score -2512882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2512924.500000 Penalty: 4827.359863
	Iteration 42Q: 3 clusters Score -2512924 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2512955.500000 Penalty: 4827.359863
	Iteration 43Q: 3 clusters Score -2512956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2512978.750000 Penalty: 4827.359863
	Iteration 44Q: 3 clusters Score -2512979 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2513015.000000 Penalty: 4827.359863
	Iteration 45Q: 3 clusters Score -2513015 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2513042.500000 Penalty: 4827.359863
	Iteration 46Q: 3 clusters Score -2513042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2513065.750000 Penalty: 4827.359863
	Iteration 47Q: 3 clusters Score -2513066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2513101.500000 Penalty: 4827.359863
	Iteration 48Q: 3 clusters Score -2513102 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2513124.500000 Penalty: 4827.359863
	Iteration 49Q: 3 clusters Score -2513124 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2513148.250000 Penalty: 4827.359863
	Iteration 50Q: 3 clusters Score -2513148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2513188.250000 Penalty: 4827.359863
	Iteration 51Q: 3 clusters Score -2513188 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2513215.000000 Penalty: 4827.359863
	Iteration 52Q: 3 clusters Score -2513215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2513244.000000 Penalty: 4827.359863
	Iteration 53Q: 3 clusters Score -2513244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2513273.000000 Penalty: 4827.359863
	Iteration 54Q: 3 clusters Score -2513273 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2513297.000000 Penalty: 4827.359863
	Iteration 55Q: 3 clusters Score -2513297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2513328.500000 Penalty: 4827.359863
	Iteration 56Q: 3 clusters Score -2513328 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2513359.750000 Penalty: 4827.359863
	Iteration 57Q: 3 clusters Score -2513360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2513393.500000 Penalty: 4827.359863
	Iteration 58Q: 3 clusters Score -2513394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2513423.000000 Penalty: 4827.359863
	Iteration 59Q: 3 clusters Score -2513423 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2513463.250000 Penalty: 4827.359863
	Iteration 60F: 3 clusters Score -2513463 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2513507.250000 Penalty: 4827.359863
	Iteration 61Q: 3 clusters Score -2513507 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2513567.000000 Penalty: 4827.359863
	Iteration 62Q: 3 clusters Score -2513567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2513611.000000 Penalty: 4827.359863
	Iteration 63Q: 3 clusters Score -2513611 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2513653.500000 Penalty: 4827.359863
	Iteration 64Q: 3 clusters Score -2513654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2513702.000000 Penalty: 4827.359863
	Iteration 65Q: 3 clusters Score -2513702 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2513757.750000 Penalty: 4827.359863
	Iteration 66Q: 3 clusters Score -2513758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2513798.750000 Penalty: 4827.359863
	Iteration 67Q: 3 clusters Score -2513799 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2513846.750000 Penalty: 4827.359863
	Iteration 68Q: 3 clusters Score -2513847 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2513894.250000 Penalty: 4827.359863
	Iteration 69Q: 3 clusters Score -2513894 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2513946.500000 Penalty: 4827.359863
	Iteration 70Q: 3 clusters Score -2513946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2513997.500000 Penalty: 4827.359863
	Iteration 71Q: 3 clusters Score -2513998 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2514039.750000 Penalty: 4827.359863
	Iteration 72Q: 3 clusters Score -2514040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2514106.250000 Penalty: 4827.359863
	Iteration 73Q: 3 clusters Score -2514106 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2514194.750000 Penalty: 4827.359863
	Iteration 74Q: 3 clusters Score -2514195 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2514282.750000 Penalty: 4827.359863
	Iteration 75Q: 3 clusters Score -2514283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2514368.250000 Penalty: 4827.359863
	Iteration 76Q: 3 clusters Score -2514368 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2514481.750000 Penalty: 4827.359863
	Iteration 77Q: 3 clusters Score -2514482 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2514589.500000 Penalty: 4827.359863
	Iteration 78Q: 3 clusters Score -2514590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2514700.250000 Penalty: 4827.359863
	Iteration 79Q: 3 clusters Score -2514700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2514840.500000 Penalty: 4827.359863
	Iteration 80F: 3 clusters Score -2514840 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2514995.500000 Penalty: 4827.359863
	Iteration 81Q: 3 clusters Score -2514996 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2515091.000000 Penalty: 4827.359863
	Iteration 82Q: 3 clusters Score -2515091 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2515183.250000 Penalty: 4827.359863
	Iteration 83Q: 3 clusters Score -2515183 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2515246.750000 Penalty: 4827.359863
	Iteration 84Q: 3 clusters Score -2515247 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2515283.500000 Penalty: 4827.359863
	Iteration 85Q: 3 clusters Score -2515284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2515313.750000 Penalty: 4827.359863
	Iteration 86Q: 3 clusters Score -2515314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2515323.000000 Penalty: 4827.359863
	Iteration 87Q: 3 clusters Score -2515323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2515333.250000 Penalty: 4827.359863
	Iteration 88Q: 3 clusters Score -2515333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2515334.500000 Penalty: 4827.359863
	Iteration 89Q: 3 clusters Score -2515334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2515339.250000 Penalty: 4827.359863
	Iteration 90Q: 3 clusters Score -2515339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2515343.750000 Penalty: 4827.359863
	Iteration 91Q: 3 clusters Score -2515344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2515351.250000 Penalty: 4827.359863
	Iteration 92Q: 3 clusters Score -2515351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2515355.000000 Penalty: 4827.359863
	Iteration 93Q: 3 clusters Score -2515355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2515354.500000 Penalty: 4827.359863
	Iteration 94Q: 3 clusters Score -2515354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2515354.500000 Penalty: 4827.359863
	Iteration 95Q: 3 clusters Score -2515354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2515353.750000 Penalty: 4827.359863
	Iteration 96Q: 3 clusters Score -2515354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2515351.750000 Penalty: 4827.359863
	Iteration 97Q: 3 clusters Score -2515352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2515353.750000 Penalty: 4827.359863
	Iteration 98Q: 3 clusters Score -2515354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2515355.500000 Penalty: 4827.359863
	Iteration 99Q: 3 clusters Score -2515356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2515355.250000 Penalty: 4827.359863
	Iteration 100F: 3 clusters Score -2515355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2515356.250000 Penalty: 4827.359863
	Iteration 101Q: 3 clusters Score -2515356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2515357.000000 Penalty: 4827.359863
	Iteration 102Q: 3 clusters Score -2515357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2515357.000000 Penalty: 4827.359863
	Iteration 103F: 3 clusters Score -2515357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 7143 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 9715 members 
Entering Unmasked Estep 
Score: -115071104.000000 Penalty: 175334.546875
Splitting cluster 27 changes total score from -115071656.000000 to -115071104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (7788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Entering Unmasked Estep 
Score: -1083622.000000 Penalty: 2222.164307
	Iteration 0F: 2 clusters Score -1083622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1077305.625000 Penalty: 4444.328613
	Iteration 0F: 3 clusters Score -1077306 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1079122.250000 Penalty: 4444.328613
	Iteration 1F: 3 clusters Score -1079122 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1079554.375000 Penalty: 4444.328613
	Iteration 2F: 3 clusters Score -1079554 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1080057.000000 Penalty: 4444.328613
	Iteration 3F: 3 clusters Score -1080057 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1080548.250000 Penalty: 4444.328613
	Iteration 4F: 3 clusters Score -1080548 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1080956.250000 Penalty: 4444.328613
	Iteration 5F: 3 clusters Score -1080956 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1081335.250000 Penalty: 4444.328613
	Iteration 6F: 3 clusters Score -1081335 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1081663.625000 Penalty: 4444.328613
	Iteration 7F: 3 clusters Score -1081664 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1081955.250000 Penalty: 4444.328613
	Iteration 8Q: 3 clusters Score -1081955 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1082184.375000 Penalty: 4444.328613
	Iteration 9Q: 3 clusters Score -1082184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1082370.375000 Penalty: 4444.328613
	Iteration 10Q: 3 clusters Score -1082370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1082527.750000 Penalty: 4444.328613
	Iteration 11Q: 3 clusters Score -1082528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1082640.375000 Penalty: 4444.328613
	Iteration 12Q: 3 clusters Score -1082640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1082703.250000 Penalty: 4444.328613
	Iteration 13Q: 3 clusters Score -1082703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1082761.375000 Penalty: 4444.328613
	Iteration 14Q: 3 clusters Score -1082761 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1082810.500000 Penalty: 4444.328613
	Iteration 15Q: 3 clusters Score -1082810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1082855.250000 Penalty: 4444.328613
	Iteration 16Q: 3 clusters Score -1082855 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1082886.875000 Penalty: 4444.328613
	Iteration 17Q: 3 clusters Score -1082887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1082909.875000 Penalty: 4444.328613
	Iteration 18Q: 3 clusters Score -1082910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1082932.875000 Penalty: 4444.328613
	Iteration 19Q: 3 clusters Score -1082933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1082956.500000 Penalty: 4444.328613
	Iteration 20F: 3 clusters Score -1082956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1082970.875000 Penalty: 4444.328613
	Iteration 21Q: 3 clusters Score -1082971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1082982.250000 Penalty: 4444.328613
	Iteration 22Q: 3 clusters Score -1082982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1082990.375000 Penalty: 4444.328613
	Iteration 23Q: 3 clusters Score -1082990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1082997.000000 Penalty: 4444.328613
	Iteration 24Q: 3 clusters Score -1082997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1083001.875000 Penalty: 4444.328613
	Iteration 25Q: 3 clusters Score -1083002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1083003.250000 Penalty: 4444.328613
	Iteration 26Q: 3 clusters Score -1083003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1083005.375000 Penalty: 4444.328613
	Iteration 27Q: 3 clusters Score -1083005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1083008.375000 Penalty: 4444.328613
	Iteration 28Q: 3 clusters Score -1083008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1083011.500000 Penalty: 4444.328613
	Iteration 29Q: 3 clusters Score -1083012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1083014.625000 Penalty: 4444.328613
	Iteration 30Q: 3 clusters Score -1083015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1083016.125000 Penalty: 4444.328613
	Iteration 31Q: 3 clusters Score -1083016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1083018.500000 Penalty: 4444.328613
	Iteration 32Q: 3 clusters Score -1083018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1083023.500000 Penalty: 4444.328613
	Iteration 33Q: 3 clusters Score -1083024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1083024.375000 Penalty: 4444.328613
	Iteration 34Q: 3 clusters Score -1083024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1083025.250000 Penalty: 4444.328613
	Iteration 35Q: 3 clusters Score -1083025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1083024.750000 Penalty: 4444.328613
	Iteration 36Q: 3 clusters Score -1083025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1083024.625000 Penalty: 4444.328613
	Iteration 37Q: 3 clusters Score -1083025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1083024.375000 Penalty: 4444.328613
	Iteration 38Q: 3 clusters Score -1083024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1083024.250000 Penalty: 4444.328613
	Iteration 39Q: 3 clusters Score -1083024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1083024.625000 Penalty: 4444.328613
	Iteration 40F: 3 clusters Score -1083025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1083027.000000 Penalty: 4444.328613
	Iteration 41Q: 3 clusters Score -1083027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1083025.750000 Penalty: 4444.328613
	Iteration 42Q: 3 clusters Score -1083026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1083025.750000 Penalty: 4444.328613
	Iteration 43F: 3 clusters Score -1083026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -29659.873047 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -29659.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28507.156250 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -28507.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28591.423828 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -28591.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28606.535156 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -28606.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28611.099609 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -28611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28615.605469 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -28615.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28628.121094 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -28628.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28635.623047 Penalty: 2688.585449
	Iteration 6Q: 3 clusters Score -28635.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28640.242188 Penalty: 2688.585449
	Iteration 7Q: 3 clusters Score -28640.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28640.242188 Penalty: 2688.585449
	Iteration 8F: 3 clusters Score -28640.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Entering Unmasked Estep 
Score: -9561187.000000 Penalty: 2743.862793
	Iteration 0F: 2 clusters Score -9561187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -9518176.000000 Penalty: 5487.725586
	Iteration 0F: 3 clusters Score -9518176 nChanged 29751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -9534935.000000 Penalty: 5487.725586
	Iteration 1F: 3 clusters Score -9534935 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -9535577.000000 Penalty: 5487.725586
	Iteration 2Q: 3 clusters Score -9535577 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -9536352.000000 Penalty: 5487.725586
	Iteration 3Q: 3 clusters Score -9536352 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -9537264.000000 Penalty: 5487.725586
	Iteration 4Q: 3 clusters Score -9537264 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -9538409.000000 Penalty: 5487.725586
	Iteration 5Q: 3 clusters Score -9538409 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -9539768.000000 Penalty: 5487.725586
	Iteration 6Q: 3 clusters Score -9539768 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9541474.000000 Penalty: 5487.725586
	Iteration 7F: 3 clusters Score -9541474 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -9543147.000000 Penalty: 5487.725586
	Iteration 8F: 3 clusters Score -9543147 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9544501.000000 Penalty: 5487.725586
	Iteration 9F: 3 clusters Score -9544501 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9545517.000000 Penalty: 5487.725586
	Iteration 10Q: 3 clusters Score -9545517 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -9546198.000000 Penalty: 5487.725586
	Iteration 11Q: 3 clusters Score -9546198 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9546564.000000 Penalty: 5487.725586
	Iteration 12Q: 3 clusters Score -9546564 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9546943.000000 Penalty: 5487.725586
	Iteration 13Q: 3 clusters Score -9546943 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -9547194.000000 Penalty: 5487.725586
	Iteration 14Q: 3 clusters Score -9547194 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -9547402.000000 Penalty: 5487.725586
	Iteration 15Q: 3 clusters Score -9547402 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -9547616.000000 Penalty: 5487.725586
	Iteration 16Q: 3 clusters Score -9547616 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -9547811.000000 Penalty: 5487.725586
	Iteration 17Q: 3 clusters Score -9547811 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -9548001.000000 Penalty: 5487.725586
	Iteration 18Q: 3 clusters Score -9548001 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9548280.000000 Penalty: 5487.725586
	Iteration 19Q: 3 clusters Score -9548280 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -9548634.000000 Penalty: 5487.725586
	Iteration 20F: 3 clusters Score -9548634 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -9549023.000000 Penalty: 5487.725586
	Iteration 21Q: 3 clusters Score -9549023 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -9549656.000000 Penalty: 5487.725586
	Iteration 22Q: 3 clusters Score -9549656 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -9550449.000000 Penalty: 5487.725586
	Iteration 23Q: 3 clusters Score -9550449 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -9551368.000000 Penalty: 5487.725586
	Iteration 24Q: 3 clusters Score -9551368 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 53448 members 
Entering Unmasked Estep 
Score: -9552517.000000 Penalty: 5487.725586
	Iteration 25Q: 3 clusters Score -9552517 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -9553827.000000 Penalty: 5487.725586
	Iteration 26Q: 3 clusters Score -9553827 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -9554969.000000 Penalty: 5487.725586
	Iteration 27Q: 3 clusters Score -9554969 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -9556078.000000 Penalty: 5487.725586
	Iteration 28Q: 3 clusters Score -9556078 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 60033 members 
Entering Unmasked Estep 
Score: -9556995.000000 Penalty: 5487.725586
	Iteration 29Q: 3 clusters Score -9556995 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -9557663.000000 Penalty: 5487.725586
	Iteration 30Q: 3 clusters Score -9557663 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -9558210.000000 Penalty: 5487.725586
	Iteration 31Q: 3 clusters Score -9558210 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -9558514.000000 Penalty: 5487.725586
	Iteration 32Q: 3 clusters Score -9558514 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -9558748.000000 Penalty: 5487.725586
	Iteration 33Q: 3 clusters Score -9558748 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -9558859.000000 Penalty: 5487.725586
	Iteration 34Q: 3 clusters Score -9558859 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -9558972.000000 Penalty: 5487.725586
	Iteration 35Q: 3 clusters Score -9558972 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -9559040.000000 Penalty: 5487.725586
	Iteration 36Q: 3 clusters Score -9559040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 62416 members 
Entering Unmasked Estep 
Score: -9559082.000000 Penalty: 5487.725586
	Iteration 37Q: 3 clusters Score -9559082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -9559094.000000 Penalty: 5487.725586
	Iteration 38Q: 3 clusters Score -9559094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -9559122.000000 Penalty: 5487.725586
	Iteration 39Q: 3 clusters Score -9559122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 62515 members 
Entering Unmasked Estep 
Score: -9559144.000000 Penalty: 5487.725586
	Iteration 40F: 3 clusters Score -9559144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -9559152.000000 Penalty: 5487.725586
	Iteration 41Q: 3 clusters Score -9559152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -9559149.000000 Penalty: 5487.725586
	Iteration 42Q: 3 clusters Score -9559149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -9559150.000000 Penalty: 5487.725586
	Iteration 43Q: 3 clusters Score -9559150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -9559152.000000 Penalty: 5487.725586
	Iteration 44Q: 3 clusters Score -9559152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -9559154.000000 Penalty: 5487.725586
	Iteration 45Q: 3 clusters Score -9559154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -9559159.000000 Penalty: 5487.725586
	Iteration 46Q: 3 clusters Score -9559159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 62571 members 
Entering Unmasked Estep 
Score: -9559160.000000 Penalty: 5487.725586
	Iteration 47Q: 3 clusters Score -9559160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -9559171.000000 Penalty: 5487.725586
	Iteration 48Q: 3 clusters Score -9559171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -9559168.000000 Penalty: 5487.725586
	Iteration 49Q: 3 clusters Score -9559168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -9559168.000000 Penalty: 5487.725586
	Iteration 50Q: 3 clusters Score -9559168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -9559164.000000 Penalty: 5487.725586
	Iteration 51Q: 3 clusters Score -9559164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -9559161.000000 Penalty: 5487.725586
	Iteration 52Q: 3 clusters Score -9559161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -9559164.000000 Penalty: 5487.725586
	Iteration 53Q: 3 clusters Score -9559164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -9559167.000000 Penalty: 5487.725586
	Iteration 54Q: 3 clusters Score -9559167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -9559163.000000 Penalty: 5487.725586
	Iteration 55Q: 3 clusters Score -9559163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -9559165.000000 Penalty: 5487.725586
	Iteration 56Q: 3 clusters Score -9559165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -9559170.000000 Penalty: 5487.725586
	Iteration 57Q: 3 clusters Score -9559170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -9559165.000000 Penalty: 5487.725586
	Iteration 58Q: 3 clusters Score -9559165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -9559170.000000 Penalty: 5487.725586
	Iteration 59Q: 3 clusters Score -9559170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -9559164.000000 Penalty: 5487.725586
	Iteration 60F: 3 clusters Score -9559164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -9559160.000000 Penalty: 5487.725586
	Iteration 61Q: 3 clusters Score -9559160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -9559168.000000 Penalty: 5487.725586
	Iteration 62Q: 3 clusters Score -9559168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -9559168.000000 Penalty: 5487.725586
	Iteration 63F: 3 clusters Score -9559168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Entering Unmasked Estep 
Score: -2137894.750000 Penalty: 2375.524170
	Iteration 0F: 2 clusters Score -2137895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2127472.250000 Penalty: 4751.048340
	Iteration 0F: 3 clusters Score -2127472 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2130773.500000 Penalty: 4751.048340
	Iteration 1F: 3 clusters Score -2130774 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2131101.500000 Penalty: 4751.048340
	Iteration 2F: 3 clusters Score -2131102 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2131346.750000 Penalty: 4751.048340
	Iteration 3Q: 3 clusters Score -2131347 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2131561.750000 Penalty: 4751.048340
	Iteration 4Q: 3 clusters Score -2131562 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2131738.500000 Penalty: 4751.048340
	Iteration 5Q: 3 clusters Score -2131738 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2131931.500000 Penalty: 4751.048340
	Iteration 6Q: 3 clusters Score -2131932 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2132113.500000 Penalty: 4751.048340
	Iteration 7Q: 3 clusters Score -2132114 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -2132287.750000 Penalty: 4751.048340
	Iteration 8Q: 3 clusters Score -2132288 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2132508.000000 Penalty: 4751.048340
	Iteration 9Q: 3 clusters Score -2132508 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2132802.500000 Penalty: 4751.048340
	Iteration 10Q: 3 clusters Score -2132802 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2133181.000000 Penalty: 4751.048340
	Iteration 11Q: 3 clusters Score -2133181 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2133622.500000 Penalty: 4751.048340
	Iteration 12Q: 3 clusters Score -2133622 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2134021.250000 Penalty: 4751.048340
	Iteration 13Q: 3 clusters Score -2134021 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2134426.250000 Penalty: 4751.048340
	Iteration 14Q: 3 clusters Score -2134426 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2134827.750000 Penalty: 4751.048340
	Iteration 15Q: 3 clusters Score -2134828 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2135165.000000 Penalty: 4751.048340
	Iteration 16Q: 3 clusters Score -2135165 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2135430.000000 Penalty: 4751.048340
	Iteration 17Q: 3 clusters Score -2135430 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2135623.250000 Penalty: 4751.048340
	Iteration 18Q: 3 clusters Score -2135623 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2135770.750000 Penalty: 4751.048340
	Iteration 19Q: 3 clusters Score -2135771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2135889.750000 Penalty: 4751.048340
	Iteration 20F: 3 clusters Score -2135890 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2135967.500000 Penalty: 4751.048340
	Iteration 21Q: 3 clusters Score -2135968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2136036.500000 Penalty: 4751.048340
	Iteration 22Q: 3 clusters Score -2136036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2136076.000000 Penalty: 4751.048340
	Iteration 23Q: 3 clusters Score -2136076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2136111.250000 Penalty: 4751.048340
	Iteration 24Q: 3 clusters Score -2136111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2136131.750000 Penalty: 4751.048340
	Iteration 25Q: 3 clusters Score -2136132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2136147.750000 Penalty: 4751.048340
	Iteration 26Q: 3 clusters Score -2136148 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2136167.250000 Penalty: 4751.048340
	Iteration 27Q: 3 clusters Score -2136167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2136178.000000 Penalty: 4751.048340
	Iteration 28Q: 3 clusters Score -2136178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2136182.500000 Penalty: 4751.048340
	Iteration 29Q: 3 clusters Score -2136182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2136183.750000 Penalty: 4751.048340
	Iteration 30Q: 3 clusters Score -2136184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2136192.750000 Penalty: 4751.048340
	Iteration 31Q: 3 clusters Score -2136193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2136197.750000 Penalty: 4751.048340
	Iteration 32Q: 3 clusters Score -2136198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2136198.000000 Penalty: 4751.048340
	Iteration 33Q: 3 clusters Score -2136198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2136201.000000 Penalty: 4751.048340
	Iteration 34Q: 3 clusters Score -2136201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2136202.750000 Penalty: 4751.048340
	Iteration 35Q: 3 clusters Score -2136203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2136201.250000 Penalty: 4751.048340
	Iteration 36Q: 3 clusters Score -2136201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2136206.000000 Penalty: 4751.048340
	Iteration 37Q: 3 clusters Score -2136206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2136199.250000 Penalty: 4751.048340
	Iteration 38Q: 3 clusters Score -2136199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2136199.750000 Penalty: 4751.048340
	Iteration 39Q: 3 clusters Score -2136200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2136201.500000 Penalty: 4751.048340
	Iteration 40F: 3 clusters Score -2136202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2136202.750000 Penalty: 4751.048340
	Iteration 41Q: 3 clusters Score -2136203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2136209.000000 Penalty: 4751.048340
	Iteration 42Q: 3 clusters Score -2136209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2136208.500000 Penalty: 4751.048340
	Iteration 43Q: 3 clusters Score -2136208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2136212.000000 Penalty: 4751.048340
	Iteration 44Q: 3 clusters Score -2136212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2136214.000000 Penalty: 4751.048340
	Iteration 45Q: 3 clusters Score -2136214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2136213.000000 Penalty: 4751.048340
	Iteration 46Q: 3 clusters Score -2136213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2136211.500000 Penalty: 4751.048340
	Iteration 47Q: 3 clusters Score -2136212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2136210.500000 Penalty: 4751.048340
	Iteration 48Q: 3 clusters Score -2136210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2136208.000000 Penalty: 4751.048340
	Iteration 49Q: 3 clusters Score -2136208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2136209.750000 Penalty: 4751.048340
	Iteration 50Q: 3 clusters Score -2136210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2136210.250000 Penalty: 4751.048340
	Iteration 51Q: 3 clusters Score -2136210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2136210.250000 Penalty: 4751.048340
	Iteration 52F: 3 clusters Score -2136210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -351073.375000 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -351073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -348173.843750 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -348173.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -348924.531250 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -348924.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -349255.656250 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -349255.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -349491.125000 Penalty: 3885.269043
	Iteration 3F: 3 clusters Score -349491.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -349670.031250 Penalty: 3885.269043
	Iteration 4F: 3 clusters Score -349670 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -349834.656250 Penalty: 3885.269043
	Iteration 5F: 3 clusters Score -349834.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -349991.968750 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -349992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -350175.093750 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -350175.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -350335.093750 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -350335.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -350528.531250 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -350528.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -350677.250000 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -350677.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -350818.031250 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -350818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -350904.843750 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -350904.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -351017.500000 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -351017.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -351154.437500 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -351154.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -351249.718750 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -351249.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -351304.687500 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -351304.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -351317.281250 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -351317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -351322.593750 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -351322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -351323.593750 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -351323.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -351324.031250 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -351324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -351325.062500 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -351325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -351326.250000 Penalty: 3885.269043
	Iteration 22Q: 3 clusters Score -351326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -351325.781250 Penalty: 3885.269043
	Iteration 23Q: 3 clusters Score -351325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -351325.781250 Penalty: 3885.269043
	Iteration 24F: 3 clusters Score -351325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 982 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 1541 members 
Entering Unmasked Estep 
Score: -115070936.000000 Penalty: 175334.546875
Splitting cluster 32 changes total score from -115071656.000000 to -115070936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (11037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Entering Unmasked Estep 
Score: -1530446.125000 Penalty: 2308.634033
	Iteration 0F: 2 clusters Score -1530446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1522126.000000 Penalty: 4617.268066
	Iteration 0F: 3 clusters Score -1522126 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1524909.000000 Penalty: 4617.268066
	Iteration 1F: 3 clusters Score -1524909 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1525562.500000 Penalty: 4617.268066
	Iteration 2F: 3 clusters Score -1525562 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1526332.375000 Penalty: 4617.268066
	Iteration 3F: 3 clusters Score -1526332 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1527175.875000 Penalty: 4617.268066
	Iteration 4F: 3 clusters Score -1527176 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1527977.750000 Penalty: 4617.268066
	Iteration 5F: 3 clusters Score -1527978 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1528610.125000 Penalty: 4617.268066
	Iteration 6F: 3 clusters Score -1528610 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1529003.125000 Penalty: 4617.268066
	Iteration 7Q: 3 clusters Score -1529003 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1529307.625000 Penalty: 4617.268066
	Iteration 8Q: 3 clusters Score -1529308 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1529489.375000 Penalty: 4617.268066
	Iteration 9Q: 3 clusters Score -1529489 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1529604.875000 Penalty: 4617.268066
	Iteration 10Q: 3 clusters Score -1529605 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1529653.125000 Penalty: 4617.268066
	Iteration 11Q: 3 clusters Score -1529653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1529688.000000 Penalty: 4617.268066
	Iteration 12Q: 3 clusters Score -1529688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1529707.000000 Penalty: 4617.268066
	Iteration 13Q: 3 clusters Score -1529707 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1529726.125000 Penalty: 4617.268066
	Iteration 14Q: 3 clusters Score -1529726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1529727.875000 Penalty: 4617.268066
	Iteration 15Q: 3 clusters Score -1529728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1529744.375000 Penalty: 4617.268066
	Iteration 16Q: 3 clusters Score -1529744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1529746.875000 Penalty: 4617.268066
	Iteration 17Q: 3 clusters Score -1529747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1529749.125000 Penalty: 4617.268066
	Iteration 18Q: 3 clusters Score -1529749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1529749.375000 Penalty: 4617.268066
	Iteration 19Q: 3 clusters Score -1529749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1529750.250000 Penalty: 4617.268066
	Iteration 20F: 3 clusters Score -1529750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1529753.250000 Penalty: 4617.268066
	Iteration 21Q: 3 clusters Score -1529753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1529755.125000 Penalty: 4617.268066
	Iteration 22Q: 3 clusters Score -1529755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1529754.875000 Penalty: 4617.268066
	Iteration 23Q: 3 clusters Score -1529755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1529756.250000 Penalty: 4617.268066
	Iteration 24Q: 3 clusters Score -1529756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1529755.250000 Penalty: 4617.268066
	Iteration 25Q: 3 clusters Score -1529755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1529752.125000 Penalty: 4617.268066
	Iteration 26Q: 3 clusters Score -1529752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1529754.500000 Penalty: 4617.268066
	Iteration 27Q: 3 clusters Score -1529754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1529756.500000 Penalty: 4617.268066
	Iteration 28Q: 3 clusters Score -1529756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1529756.250000 Penalty: 4617.268066
	Iteration 29Q: 3 clusters Score -1529756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1529755.625000 Penalty: 4617.268066
	Iteration 30Q: 3 clusters Score -1529756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1529755.625000 Penalty: 4617.268066
	Iteration 31Q: 3 clusters Score -1529756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1529757.250000 Penalty: 4617.268066
	Iteration 32Q: 3 clusters Score -1529757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1529760.250000 Penalty: 4617.268066
	Iteration 33Q: 3 clusters Score -1529760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1529756.250000 Penalty: 4617.268066
	Iteration 34Q: 3 clusters Score -1529756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1529760.000000 Penalty: 4617.268066
	Iteration 35Q: 3 clusters Score -1529760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1529759.875000 Penalty: 4617.268066
	Iteration 36Q: 3 clusters Score -1529760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1529757.500000 Penalty: 4617.268066
	Iteration 37Q: 3 clusters Score -1529758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1529760.375000 Penalty: 4617.268066
	Iteration 38Q: 3 clusters Score -1529760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1529761.500000 Penalty: 4617.268066
	Iteration 39Q: 3 clusters Score -1529762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1529761.500000 Penalty: 4617.268066
	Iteration 40F: 3 clusters Score -1529762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -579438.062500 Penalty: 2086.684814
	Iteration 0F: 2 clusters Score -579438.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -575270.437500 Penalty: 4173.369629
	Iteration 0F: 3 clusters Score -575270.4 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -576667.937500 Penalty: 4173.369629
	Iteration 1F: 3 clusters Score -576667.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -577308.187500 Penalty: 4173.369629
	Iteration 2F: 3 clusters Score -577308.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -577859.562500 Penalty: 4173.369629
	Iteration 3F: 3 clusters Score -577859.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -578234.437500 Penalty: 4173.369629
	Iteration 4F: 3 clusters Score -578234.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -578444.375000 Penalty: 4173.369629
	Iteration 5F: 3 clusters Score -578444.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -578561.437500 Penalty: 4173.369629
	Iteration 6Q: 3 clusters Score -578561.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -578636.687500 Penalty: 4173.369629
	Iteration 7Q: 3 clusters Score -578636.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -578689.687500 Penalty: 4173.369629
	Iteration 8Q: 3 clusters Score -578689.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -578717.875000 Penalty: 4173.369629
	Iteration 9Q: 3 clusters Score -578717.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -578739.687500 Penalty: 4173.369629
	Iteration 10Q: 3 clusters Score -578739.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -578763.687500 Penalty: 4173.369629
	Iteration 11Q: 3 clusters Score -578763.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -578788.125000 Penalty: 4173.369629
	Iteration 12Q: 3 clusters Score -578788.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -578803.625000 Penalty: 4173.369629
	Iteration 13Q: 3 clusters Score -578803.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -578815.625000 Penalty: 4173.369629
	Iteration 14Q: 3 clusters Score -578815.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -578829.937500 Penalty: 4173.369629
	Iteration 15Q: 3 clusters Score -578829.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -578840.250000 Penalty: 4173.369629
	Iteration 16Q: 3 clusters Score -578840.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -578852.250000 Penalty: 4173.369629
	Iteration 17Q: 3 clusters Score -578852.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -578864.750000 Penalty: 4173.369629
	Iteration 18Q: 3 clusters Score -578864.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -578876.750000 Penalty: 4173.369629
	Iteration 19Q: 3 clusters Score -578876.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -578887.500000 Penalty: 4173.369629
	Iteration 20F: 3 clusters Score -578887.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -578899.375000 Penalty: 4173.369629
	Iteration 21Q: 3 clusters Score -578899.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -578911.500000 Penalty: 4173.369629
	Iteration 22Q: 3 clusters Score -578911.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -578929.812500 Penalty: 4173.369629
	Iteration 23Q: 3 clusters Score -578929.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -578944.375000 Penalty: 4173.369629
	Iteration 24Q: 3 clusters Score -578944.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -578955.562500 Penalty: 4173.369629
	Iteration 25Q: 3 clusters Score -578955.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -578964.312500 Penalty: 4173.369629
	Iteration 26Q: 3 clusters Score -578964.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -578974.125000 Penalty: 4173.369629
	Iteration 27Q: 3 clusters Score -578974.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -578990.375000 Penalty: 4173.369629
	Iteration 28Q: 3 clusters Score -578990.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -579001.562500 Penalty: 4173.369629
	Iteration 29Q: 3 clusters Score -579001.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -579012.500000 Penalty: 4173.369629
	Iteration 30Q: 3 clusters Score -579012.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -579023.250000 Penalty: 4173.369629
	Iteration 31Q: 3 clusters Score -579023.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -579027.687500 Penalty: 4173.369629
	Iteration 32Q: 3 clusters Score -579027.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -579031.375000 Penalty: 4173.369629
	Iteration 33Q: 3 clusters Score -579031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -579035.125000 Penalty: 4173.369629
	Iteration 34Q: 3 clusters Score -579035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -579035.937500 Penalty: 4173.369629
	Iteration 35Q: 3 clusters Score -579035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -579037.250000 Penalty: 4173.369629
	Iteration 36Q: 3 clusters Score -579037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -579037.562500 Penalty: 4173.369629
	Iteration 37Q: 3 clusters Score -579037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -579038.937500 Penalty: 4173.369629
	Iteration 38Q: 3 clusters Score -579038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -579039.125000 Penalty: 4173.369629
	Iteration 39Q: 3 clusters Score -579039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -579042.812500 Penalty: 4173.369629
	Iteration 40F: 3 clusters Score -579042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -579046.125000 Penalty: 4173.369629
	Iteration 41Q: 3 clusters Score -579046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -579048.062500 Penalty: 4173.369629
	Iteration 42Q: 3 clusters Score -579048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -579050.625000 Penalty: 4173.369629
	Iteration 43Q: 3 clusters Score -579050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -579054.125000 Penalty: 4173.369629
	Iteration 44Q: 3 clusters Score -579054.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -579055.500000 Penalty: 4173.369629
	Iteration 45Q: 3 clusters Score -579055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -579057.062500 Penalty: 4173.369629
	Iteration 46Q: 3 clusters Score -579057.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -579058.250000 Penalty: 4173.369629
	Iteration 47Q: 3 clusters Score -579058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -579060.687500 Penalty: 4173.369629
	Iteration 48Q: 3 clusters Score -579060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -579062.187500 Penalty: 4173.369629
	Iteration 49Q: 3 clusters Score -579062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -579062.937500 Penalty: 4173.369629
	Iteration 50Q: 3 clusters Score -579062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -579064.375000 Penalty: 4173.369629
	Iteration 51Q: 3 clusters Score -579064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -579065.187500 Penalty: 4173.369629
	Iteration 52Q: 3 clusters Score -579065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -579064.875000 Penalty: 4173.369629
	Iteration 53Q: 3 clusters Score -579064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -579066.125000 Penalty: 4173.369629
	Iteration 54Q: 3 clusters Score -579066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -579066.187500 Penalty: 4173.369629
	Iteration 55Q: 3 clusters Score -579066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -579066.187500 Penalty: 4173.369629
	Iteration 56F: 3 clusters Score -579066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Entering Unmasked Estep 
Score: -853671.437500 Penalty: 2154.903809
	Iteration 0F: 2 clusters Score -853671.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -848539.500000 Penalty: 4309.807617
	Iteration 0F: 3 clusters Score -848539.5 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -849919.187500 Penalty: 4309.807617
	Iteration 1F: 3 clusters Score -849919.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -850260.812500 Penalty: 4309.807617
	Iteration 2F: 3 clusters Score -850260.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -850571.937500 Penalty: 4309.807617
	Iteration 3F: 3 clusters Score -850571.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -850862.812500 Penalty: 4309.807617
	Iteration 4F: 3 clusters Score -850862.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -851084.187500 Penalty: 4309.807617
	Iteration 5F: 3 clusters Score -851084.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -851282.500000 Penalty: 4309.807617
	Iteration 6Q: 3 clusters Score -851282.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -851478.687500 Penalty: 4309.807617
	Iteration 7Q: 3 clusters Score -851478.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -851661.187500 Penalty: 4309.807617
	Iteration 8Q: 3 clusters Score -851661.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -851811.500000 Penalty: 4309.807617
	Iteration 9Q: 3 clusters Score -851811.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -851952.812500 Penalty: 4309.807617
	Iteration 10Q: 3 clusters Score -851952.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -852076.250000 Penalty: 4309.807617
	Iteration 11Q: 3 clusters Score -852076.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -852198.437500 Penalty: 4309.807617
	Iteration 12Q: 3 clusters Score -852198.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -852322.625000 Penalty: 4309.807617
	Iteration 13Q: 3 clusters Score -852322.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -852425.062500 Penalty: 4309.807617
	Iteration 14Q: 3 clusters Score -852425.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -852537.250000 Penalty: 4309.807617
	Iteration 15Q: 3 clusters Score -852537.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -852642.125000 Penalty: 4309.807617
	Iteration 16Q: 3 clusters Score -852642.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -852720.312500 Penalty: 4309.807617
	Iteration 17Q: 3 clusters Score -852720.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -852791.750000 Penalty: 4309.807617
	Iteration 18Q: 3 clusters Score -852791.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -852853.062500 Penalty: 4309.807617
	Iteration 19Q: 3 clusters Score -852853.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -852924.937500 Penalty: 4309.807617
	Iteration 20F: 3 clusters Score -852924.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -852964.312500 Penalty: 4309.807617
	Iteration 21Q: 3 clusters Score -852964.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -852988.750000 Penalty: 4309.807617
	Iteration 22Q: 3 clusters Score -852988.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -853005.750000 Penalty: 4309.807617
	Iteration 23Q: 3 clusters Score -853005.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -853015.000000 Penalty: 4309.807617
	Iteration 24Q: 3 clusters Score -853015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -853022.375000 Penalty: 4309.807617
	Iteration 25Q: 3 clusters Score -853022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -853031.437500 Penalty: 4309.807617
	Iteration 26Q: 3 clusters Score -853031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -853037.687500 Penalty: 4309.807617
	Iteration 27Q: 3 clusters Score -853037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -853043.125000 Penalty: 4309.807617
	Iteration 28Q: 3 clusters Score -853043.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -853047.125000 Penalty: 4309.807617
	Iteration 29Q: 3 clusters Score -853047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -853055.937500 Penalty: 4309.807617
	Iteration 30Q: 3 clusters Score -853055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -853059.062500 Penalty: 4309.807617
	Iteration 31Q: 3 clusters Score -853059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -853058.937500 Penalty: 4309.807617
	Iteration 32Q: 3 clusters Score -853058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -853061.625000 Penalty: 4309.807617
	Iteration 33Q: 3 clusters Score -853061.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -853060.750000 Penalty: 4309.807617
	Iteration 34Q: 3 clusters Score -853060.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -853061.375000 Penalty: 4309.807617
	Iteration 35Q: 3 clusters Score -853061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -853063.250000 Penalty: 4309.807617
	Iteration 36Q: 3 clusters Score -853063.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -853063.562500 Penalty: 4309.807617
	Iteration 37Q: 3 clusters Score -853063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -853063.562500 Penalty: 4309.807617
	Iteration 38F: 3 clusters Score -853063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -713955.625000 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -713955.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -709494.937500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -709494.9 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -710483.500000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -710483.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -710662.125000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -710662.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -710774.812500 Penalty: 4208.395996
	Iteration 3Q: 3 clusters Score -710774.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -710859.812500 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -710859.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -710922.812500 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -710922.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -710978.437500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -710978.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -711030.062500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -711030.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -711075.000000 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -711075 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -711113.875000 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -711113.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -711149.875000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -711149.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -711177.687500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -711177.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -711208.625000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -711208.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -711233.125000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -711233.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -711250.437500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -711250.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -711268.312500 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -711268.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -711285.375000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -711285.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -711300.250000 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -711300.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -711309.125000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -711309.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -711315.875000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -711315.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -711322.625000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -711322.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -711333.750000 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -711333.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -711341.812500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -711341.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -711352.000000 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -711352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -711361.875000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -711361.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -711375.812500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -711375.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -711388.937500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -711388.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -711407.187500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -711407.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -711432.812500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -711432.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -711459.750000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -711459.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -711491.250000 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -711491.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -711527.062500 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -711527.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -711574.812500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -711574.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -711616.312500 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -711616.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -711669.125000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -711669.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -711737.375000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -711737.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -711794.250000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -711794.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -711837.312500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -711837.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -711877.437500 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -711877.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -711922.812500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -711922.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -711948.250000 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -711948.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -711967.812500 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -711967.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -711979.875000 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -711979.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -711991.937500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -711991.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -712006.625000 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -712006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -712013.812500 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -712013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -712021.562500 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -712021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -712029.500000 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -712029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -712038.187500 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -712038.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -712046.375000 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -712046.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -712052.687500 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -712052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -712057.937500 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -712057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -712065.000000 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -712065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -712067.250000 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -712067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -712068.437500 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -712068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -712071.062500 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -712071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -712073.625000 Penalty: 4208.395996
	Iteration 56Q: 3 clusters Score -712073.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -712077.937500 Penalty: 4208.395996
	Iteration 57Q: 3 clusters Score -712077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -712082.750000 Penalty: 4208.395996
	Iteration 58Q: 3 clusters Score -712082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -712083.187500 Penalty: 4208.395996
	Iteration 59Q: 3 clusters Score -712083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -712085.875000 Penalty: 4208.395996
	Iteration 60F: 3 clusters Score -712085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -712085.937500 Penalty: 4208.395996
	Iteration 61Q: 3 clusters Score -712085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -712088.625000 Penalty: 4208.395996
	Iteration 62Q: 3 clusters Score -712088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -712090.937500 Penalty: 4208.395996
	Iteration 63Q: 3 clusters Score -712090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -712092.062500 Penalty: 4208.395996
	Iteration 64Q: 3 clusters Score -712092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -712092.500000 Penalty: 4208.395996
	Iteration 65Q: 3 clusters Score -712092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -712095.062500 Penalty: 4208.395996
	Iteration 66Q: 3 clusters Score -712095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -712096.187500 Penalty: 4208.395996
	Iteration 67Q: 3 clusters Score -712096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -712097.750000 Penalty: 4208.395996
	Iteration 68Q: 3 clusters Score -712097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -712098.625000 Penalty: 4208.395996
	Iteration 69Q: 3 clusters Score -712098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -712097.750000 Penalty: 4208.395996
	Iteration 70Q: 3 clusters Score -712097.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -712099.812500 Penalty: 4208.395996
	Iteration 71Q: 3 clusters Score -712099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -712100.750000 Penalty: 4208.395996
	Iteration 72Q: 3 clusters Score -712100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -712101.500000 Penalty: 4208.395996
	Iteration 73Q: 3 clusters Score -712101.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -712101.500000 Penalty: 4208.395996
	Iteration 74F: 3 clusters Score -712101.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -112776.773438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -112776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111004.812500 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -111004.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111330.812500 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -111330.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111467.484375 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -111467.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111557.281250 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -111557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -111670.554688 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -111670.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -111839.414062 Penalty: 3335.616699
	Iteration 5F: 3 clusters Score -111839.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -111969.671875 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -111969.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -112091.382812 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -112091.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -112183.843750 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -112183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -112236.140625 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -112236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -112254.039062 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -112254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -112270.218750 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -112270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -112284.953125 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -112285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -112299.023438 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -112299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -112315.406250 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -112315.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -112325.687500 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -112325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -112331.289062 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -112331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112338.851562 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -112338.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -112338.851562 Penalty: 3335.616699
	Iteration 18F: 3 clusters Score -112338.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Entering Unmasked Estep 
Score: -395944.406250 Penalty: 1984.086548
	Iteration 0F: 2 clusters Score -395944.4 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 1533 members 
Entering Unmasked Estep 
Score: -392749.656250 Penalty: 3968.173096
	Iteration 0F: 3 clusters Score -392749.7 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -393526.031250 Penalty: 3968.173096
	Iteration 1F: 3 clusters Score -393526 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -393839.500000 Penalty: 3968.173096
	Iteration 2F: 3 clusters Score -393839.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394082.218750 Penalty: 3968.173096
	Iteration 3F: 3 clusters Score -394082.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -394306.437500 Penalty: 3968.173096
	Iteration 4F: 3 clusters Score -394306.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -394472.562500 Penalty: 3968.173096
	Iteration 5F: 3 clusters Score -394472.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -394613.593750 Penalty: 3968.173096
	Iteration 6Q: 3 clusters Score -394613.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -394760.125000 Penalty: 3968.173096
	Iteration 7Q: 3 clusters Score -394760.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -394964.906250 Penalty: 3968.173096
	Iteration 8Q: 3 clusters Score -394964.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -395113.656250 Penalty: 3968.173096
	Iteration 9Q: 3 clusters Score -395113.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -395211.531250 Penalty: 3968.173096
	Iteration 10Q: 3 clusters Score -395211.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -395276.562500 Penalty: 3968.173096
	Iteration 11Q: 3 clusters Score -395276.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -395303.906250 Penalty: 3968.173096
	Iteration 12Q: 3 clusters Score -395303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -395328.250000 Penalty: 3968.173096
	Iteration 13Q: 3 clusters Score -395328.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -395345.343750 Penalty: 3968.173096
	Iteration 14Q: 3 clusters Score -395345.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -395353.375000 Penalty: 3968.173096
	Iteration 15Q: 3 clusters Score -395353.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -395360.906250 Penalty: 3968.173096
	Iteration 16Q: 3 clusters Score -395360.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -395365.093750 Penalty: 3968.173096
	Iteration 17Q: 3 clusters Score -395365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -395373.218750 Penalty: 3968.173096
	Iteration 18Q: 3 clusters Score -395373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -395374.468750 Penalty: 3968.173096
	Iteration 19Q: 3 clusters Score -395374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -395375.187500 Penalty: 3968.173096
	Iteration 20F: 3 clusters Score -395375.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Entering Unmasked Estep 
Score: -1423392.875000 Penalty: 2274.994629
	Iteration 0F: 2 clusters Score -1423393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1415959.625000 Penalty: 4549.989258
	Iteration 0F: 3 clusters Score -1415960 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1418031.625000 Penalty: 4549.989258
	Iteration 1F: 3 clusters Score -1418032 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1418320.625000 Penalty: 4549.989258
	Iteration 2F: 3 clusters Score -1418321 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1418527.625000 Penalty: 4549.989258
	Iteration 3Q: 3 clusters Score -1418528 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1418691.125000 Penalty: 4549.989258
	Iteration 4Q: 3 clusters Score -1418691 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1418843.875000 Penalty: 4549.989258
	Iteration 5Q: 3 clusters Score -1418844 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1418994.750000 Penalty: 4549.989258
	Iteration 6Q: 3 clusters Score -1418995 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1419143.000000 Penalty: 4549.989258
	Iteration 7Q: 3 clusters Score -1419143 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1419280.000000 Penalty: 4549.989258
	Iteration 8Q: 3 clusters Score -1419280 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1419441.125000 Penalty: 4549.989258
	Iteration 9Q: 3 clusters Score -1419441 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1419658.625000 Penalty: 4549.989258
	Iteration 10Q: 3 clusters Score -1419659 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1419941.250000 Penalty: 4549.989258
	Iteration 11Q: 3 clusters Score -1419941 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1420224.750000 Penalty: 4549.989258
	Iteration 12Q: 3 clusters Score -1420225 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1420481.500000 Penalty: 4549.989258
	Iteration 13Q: 3 clusters Score -1420482 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1420669.875000 Penalty: 4549.989258
	Iteration 14Q: 3 clusters Score -1420670 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1420816.250000 Penalty: 4549.989258
	Iteration 15Q: 3 clusters Score -1420816 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1420900.750000 Penalty: 4549.989258
	Iteration 16Q: 3 clusters Score -1420901 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1420968.500000 Penalty: 4549.989258
	Iteration 17Q: 3 clusters Score -1420968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1421025.500000 Penalty: 4549.989258
	Iteration 18Q: 3 clusters Score -1421026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1421075.125000 Penalty: 4549.989258
	Iteration 19Q: 3 clusters Score -1421075 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1421124.000000 Penalty: 4549.989258
	Iteration 20F: 3 clusters Score -1421124 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1421165.125000 Penalty: 4549.989258
	Iteration 21Q: 3 clusters Score -1421165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1421205.000000 Penalty: 4549.989258
	Iteration 22Q: 3 clusters Score -1421205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1421240.500000 Penalty: 4549.989258
	Iteration 23Q: 3 clusters Score -1421240 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1421265.125000 Penalty: 4549.989258
	Iteration 24Q: 3 clusters Score -1421265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1421299.000000 Penalty: 4549.989258
	Iteration 25Q: 3 clusters Score -1421299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1421326.875000 Penalty: 4549.989258
	Iteration 26Q: 3 clusters Score -1421327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1421351.750000 Penalty: 4549.989258
	Iteration 27Q: 3 clusters Score -1421352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1421365.625000 Penalty: 4549.989258
	Iteration 28Q: 3 clusters Score -1421366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1421385.125000 Penalty: 4549.989258
	Iteration 29Q: 3 clusters Score -1421385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1421397.875000 Penalty: 4549.989258
	Iteration 30Q: 3 clusters Score -1421398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1421405.625000 Penalty: 4549.989258
	Iteration 31Q: 3 clusters Score -1421406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1421415.000000 Penalty: 4549.989258
	Iteration 32Q: 3 clusters Score -1421415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1421426.625000 Penalty: 4549.989258
	Iteration 33Q: 3 clusters Score -1421427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1421428.375000 Penalty: 4549.989258
	Iteration 34Q: 3 clusters Score -1421428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1421437.500000 Penalty: 4549.989258
	Iteration 35Q: 3 clusters Score -1421438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1421437.625000 Penalty: 4549.989258
	Iteration 36Q: 3 clusters Score -1421438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1421443.250000 Penalty: 4549.989258
	Iteration 37Q: 3 clusters Score -1421443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1421446.875000 Penalty: 4549.989258
	Iteration 38Q: 3 clusters Score -1421447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1421449.875000 Penalty: 4549.989258
	Iteration 39Q: 3 clusters Score -1421450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1421455.250000 Penalty: 4549.989258
	Iteration 40F: 3 clusters Score -1421455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1421456.000000 Penalty: 4549.989258
	Iteration 41Q: 3 clusters Score -1421456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1421459.750000 Penalty: 4549.989258
	Iteration 42Q: 3 clusters Score -1421460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1421465.500000 Penalty: 4549.989258
	Iteration 43Q: 3 clusters Score -1421466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1421470.250000 Penalty: 4549.989258
	Iteration 44Q: 3 clusters Score -1421470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1421470.000000 Penalty: 4549.989258
	Iteration 45Q: 3 clusters Score -1421470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1421471.750000 Penalty: 4549.989258
	Iteration 46Q: 3 clusters Score -1421472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1421471.625000 Penalty: 4549.989258
	Iteration 47Q: 3 clusters Score -1421472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1421470.125000 Penalty: 4549.989258
	Iteration 48Q: 3 clusters Score -1421470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1421475.250000 Penalty: 4549.989258
	Iteration 49Q: 3 clusters Score -1421475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1421477.250000 Penalty: 4549.989258
	Iteration 50Q: 3 clusters Score -1421477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1421482.750000 Penalty: 4549.989258
	Iteration 51Q: 3 clusters Score -1421483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1421483.875000 Penalty: 4549.989258
	Iteration 52Q: 3 clusters Score -1421484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1421483.625000 Penalty: 4549.989258
	Iteration 53Q: 3 clusters Score -1421484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1421483.750000 Penalty: 4549.989258
	Iteration 54Q: 3 clusters Score -1421484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1421487.000000 Penalty: 4549.989258
	Iteration 55Q: 3 clusters Score -1421487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1421488.000000 Penalty: 4549.989258
	Iteration 56Q: 3 clusters Score -1421488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1421487.875000 Penalty: 4549.989258
	Iteration 57Q: 3 clusters Score -1421488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1421491.250000 Penalty: 4549.989258
	Iteration 58Q: 3 clusters Score -1421491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1421494.000000 Penalty: 4549.989258
	Iteration 59Q: 3 clusters Score -1421494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1421497.875000 Penalty: 4549.989258
	Iteration 60F: 3 clusters Score -1421498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1421506.125000 Penalty: 4549.989258
	Iteration 61Q: 3 clusters Score -1421506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1421517.375000 Penalty: 4549.989258
	Iteration 62Q: 3 clusters Score -1421517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1421532.375000 Penalty: 4549.989258
	Iteration 63Q: 3 clusters Score -1421532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1421534.375000 Penalty: 4549.989258
	Iteration 64Q: 3 clusters Score -1421534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1421545.125000 Penalty: 4549.989258
	Iteration 65Q: 3 clusters Score -1421545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1421553.875000 Penalty: 4549.989258
	Iteration 66Q: 3 clusters Score -1421554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1421563.500000 Penalty: 4549.989258
	Iteration 67Q: 3 clusters Score -1421564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1421571.875000 Penalty: 4549.989258
	Iteration 68Q: 3 clusters Score -1421572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1421580.125000 Penalty: 4549.989258
	Iteration 69Q: 3 clusters Score -1421580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1421583.500000 Penalty: 4549.989258
	Iteration 70Q: 3 clusters Score -1421584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1421593.125000 Penalty: 4549.989258
	Iteration 71Q: 3 clusters Score -1421593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1421600.000000 Penalty: 4549.989258
	Iteration 72Q: 3 clusters Score -1421600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1421604.375000 Penalty: 4549.989258
	Iteration 73Q: 3 clusters Score -1421604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1421603.375000 Penalty: 4549.989258
	Iteration 74Q: 3 clusters Score -1421603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1421612.125000 Penalty: 4549.989258
	Iteration 75Q: 3 clusters Score -1421612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1421614.750000 Penalty: 4549.989258
	Iteration 76Q: 3 clusters Score -1421615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1421624.125000 Penalty: 4549.989258
	Iteration 77Q: 3 clusters Score -1421624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1421627.625000 Penalty: 4549.989258
	Iteration 78Q: 3 clusters Score -1421628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1421632.250000 Penalty: 4549.989258
	Iteration 79Q: 3 clusters Score -1421632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1421641.875000 Penalty: 4549.989258
	Iteration 80F: 3 clusters Score -1421642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1421651.125000 Penalty: 4549.989258
	Iteration 81Q: 3 clusters Score -1421651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1421661.250000 Penalty: 4549.989258
	Iteration 82Q: 3 clusters Score -1421661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1421671.500000 Penalty: 4549.989258
	Iteration 83Q: 3 clusters Score -1421672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1421678.375000 Penalty: 4549.989258
	Iteration 84Q: 3 clusters Score -1421678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1421685.875000 Penalty: 4549.989258
	Iteration 85Q: 3 clusters Score -1421686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1421691.000000 Penalty: 4549.989258
	Iteration 86Q: 3 clusters Score -1421691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1421698.500000 Penalty: 4549.989258
	Iteration 87Q: 3 clusters Score -1421698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1421703.375000 Penalty: 4549.989258
	Iteration 88Q: 3 clusters Score -1421703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1421705.375000 Penalty: 4549.989258
	Iteration 89Q: 3 clusters Score -1421705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1421704.625000 Penalty: 4549.989258
	Iteration 90Q: 3 clusters Score -1421705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1421708.250000 Penalty: 4549.989258
	Iteration 91Q: 3 clusters Score -1421708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1421710.375000 Penalty: 4549.989258
	Iteration 92Q: 3 clusters Score -1421710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1421710.125000 Penalty: 4549.989258
	Iteration 93Q: 3 clusters Score -1421710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1421715.375000 Penalty: 4549.989258
	Iteration 94Q: 3 clusters Score -1421715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1421716.500000 Penalty: 4549.989258
	Iteration 95Q: 3 clusters Score -1421716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1421714.125000 Penalty: 4549.989258
	Iteration 96Q: 3 clusters Score -1421714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1421715.625000 Penalty: 4549.989258
	Iteration 97Q: 3 clusters Score -1421716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1421714.000000 Penalty: 4549.989258
	Iteration 98Q: 3 clusters Score -1421714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1421713.250000 Penalty: 4549.989258
	Iteration 99Q: 3 clusters Score -1421713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1421717.750000 Penalty: 4549.989258
	Iteration 100F: 3 clusters Score -1421718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1421719.000000 Penalty: 4549.989258
	Iteration 101Q: 3 clusters Score -1421719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1421721.750000 Penalty: 4549.989258
	Iteration 102Q: 3 clusters Score -1421722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1421721.750000 Penalty: 4549.989258
	Iteration 103Q: 3 clusters Score -1421722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1421723.500000 Penalty: 4549.989258
	Iteration 104Q: 3 clusters Score -1421724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1421722.500000 Penalty: 4549.989258
	Iteration 105Q: 3 clusters Score -1421722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1421726.000000 Penalty: 4549.989258
	Iteration 106Q: 3 clusters Score -1421726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1421727.750000 Penalty: 4549.989258
	Iteration 107Q: 3 clusters Score -1421728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1421731.375000 Penalty: 4549.989258
	Iteration 108Q: 3 clusters Score -1421731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1421736.625000 Penalty: 4549.989258
	Iteration 109Q: 3 clusters Score -1421737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1421735.875000 Penalty: 4549.989258
	Iteration 110Q: 3 clusters Score -1421736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1421737.250000 Penalty: 4549.989258
	Iteration 111Q: 3 clusters Score -1421737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1421733.250000 Penalty: 4549.989258
	Iteration 112Q: 3 clusters Score -1421733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1421735.125000 Penalty: 4549.989258
	Iteration 113Q: 3 clusters Score -1421735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1421737.625000 Penalty: 4549.989258
	Iteration 114Q: 3 clusters Score -1421738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1421737.750000 Penalty: 4549.989258
	Iteration 115Q: 3 clusters Score -1421738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1421740.125000 Penalty: 4549.989258
	Iteration 116Q: 3 clusters Score -1421740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1421740.125000 Penalty: 4549.989258
	Iteration 117F: 3 clusters Score -1421740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -266271.812500 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -266271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -263764.718750 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -263764.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -264238.968750 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -264239 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -264382.093750 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -264382.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -264487.500000 Penalty: 3721.905029
	Iteration 3Q: 3 clusters Score -264487.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -264571.343750 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -264571.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264652.656250 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -264652.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -264734.218750 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -264734.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -264792.843750 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -264792.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -264839.250000 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -264839.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -264872.843750 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -264872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264898.906250 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -264898.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -264920.437500 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -264920.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264939.625000 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -264939.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264952.687500 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -264952.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264967.468750 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -264967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -264984.031250 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -264984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -264991.937500 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -264991.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264999.687500 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -264999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265005.625000 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -265005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -265008.187500 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -265008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -265012.343750 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -265012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -265018.000000 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -265018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265026.000000 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -265026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265042.062500 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -265042.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -265057.031250 Penalty: 3721.905029
	Iteration 24Q: 3 clusters Score -265057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -265072.406250 Penalty: 3721.905029
	Iteration 25Q: 3 clusters Score -265072.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -265080.656250 Penalty: 3721.905029
	Iteration 26Q: 3 clusters Score -265080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -265088.750000 Penalty: 3721.905029
	Iteration 27Q: 3 clusters Score -265088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -265096.062500 Penalty: 3721.905029
	Iteration 28Q: 3 clusters Score -265096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -265099.000000 Penalty: 3721.905029
	Iteration 29Q: 3 clusters Score -265099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -265103.187500 Penalty: 3721.905029
	Iteration 30Q: 3 clusters Score -265103.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -265112.625000 Penalty: 3721.905029
	Iteration 31Q: 3 clusters Score -265112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265121.187500 Penalty: 3721.905029
	Iteration 32Q: 3 clusters Score -265121.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -265134.718750 Penalty: 3721.905029
	Iteration 33Q: 3 clusters Score -265134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -265138.500000 Penalty: 3721.905029
	Iteration 34Q: 3 clusters Score -265138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -265141.187500 Penalty: 3721.905029
	Iteration 35Q: 3 clusters Score -265141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -265144.125000 Penalty: 3721.905029
	Iteration 36Q: 3 clusters Score -265144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -265146.187500 Penalty: 3721.905029
	Iteration 37Q: 3 clusters Score -265146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -265149.343750 Penalty: 3721.905029
	Iteration 38Q: 3 clusters Score -265149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265151.906250 Penalty: 3721.905029
	Iteration 39Q: 3 clusters Score -265151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -265154.281250 Penalty: 3721.905029
	Iteration 40F: 3 clusters Score -265154.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -265155.156250 Penalty: 3721.905029
	Iteration 41Q: 3 clusters Score -265155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -265155.156250 Penalty: 3721.905029
	Iteration 42F: 3 clusters Score -265155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (54175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Entering Unmasked Estep 
Score: -8053471.500000 Penalty: 2703.193848
	Iteration 0F: 2 clusters Score -8053472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -8017163.000000 Penalty: 5406.387695
	Iteration 0F: 3 clusters Score -8017163 nChanged 25082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -8031340.500000 Penalty: 5406.387695
	Iteration 1F: 3 clusters Score -8031340 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -8032203.500000 Penalty: 5406.387695
	Iteration 2Q: 3 clusters Score -8032204 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -8033254.000000 Penalty: 5406.387695
	Iteration 3Q: 3 clusters Score -8033254 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -8034430.500000 Penalty: 5406.387695
	Iteration 4Q: 3 clusters Score -8034430 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -8035735.000000 Penalty: 5406.387695
	Iteration 5F: 3 clusters Score -8035735 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8036987.500000 Penalty: 5406.387695
	Iteration 6F: 3 clusters Score -8036988 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -8038084.500000 Penalty: 5406.387695
	Iteration 7Q: 3 clusters Score -8038084 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -8038811.500000 Penalty: 5406.387695
	Iteration 8Q: 3 clusters Score -8038812 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -8039387.500000 Penalty: 5406.387695
	Iteration 9Q: 3 clusters Score -8039388 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -8039873.000000 Penalty: 5406.387695
	Iteration 10Q: 3 clusters Score -8039873 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -8040263.000000 Penalty: 5406.387695
	Iteration 11Q: 3 clusters Score -8040263 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -8040563.000000 Penalty: 5406.387695
	Iteration 12Q: 3 clusters Score -8040563 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -8040920.000000 Penalty: 5406.387695
	Iteration 13Q: 3 clusters Score -8040920 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -8041301.500000 Penalty: 5406.387695
	Iteration 14Q: 3 clusters Score -8041302 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -8041587.500000 Penalty: 5406.387695
	Iteration 15Q: 3 clusters Score -8041588 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8042019.500000 Penalty: 5406.387695
	Iteration 16Q: 3 clusters Score -8042020 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8042446.000000 Penalty: 5406.387695
	Iteration 17Q: 3 clusters Score -8042446 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8042795.000000 Penalty: 5406.387695
	Iteration 18Q: 3 clusters Score -8042795 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8043097.500000 Penalty: 5406.387695
	Iteration 19Q: 3 clusters Score -8043098 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -8043336.000000 Penalty: 5406.387695
	Iteration 20F: 3 clusters Score -8043336 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -8043600.500000 Penalty: 5406.387695
	Iteration 21Q: 3 clusters Score -8043600 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8043847.500000 Penalty: 5406.387695
	Iteration 22Q: 3 clusters Score -8043848 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -8044094.000000 Penalty: 5406.387695
	Iteration 23Q: 3 clusters Score -8044094 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -8044421.000000 Penalty: 5406.387695
	Iteration 24Q: 3 clusters Score -8044421 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -8044778.500000 Penalty: 5406.387695
	Iteration 25Q: 3 clusters Score -8044778 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -8045163.000000 Penalty: 5406.387695
	Iteration 26Q: 3 clusters Score -8045163 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8045416.000000 Penalty: 5406.387695
	Iteration 27Q: 3 clusters Score -8045416 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -8045699.000000 Penalty: 5406.387695
	Iteration 28Q: 3 clusters Score -8045699 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8045965.000000 Penalty: 5406.387695
	Iteration 29Q: 3 clusters Score -8045965 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -8046173.000000 Penalty: 5406.387695
	Iteration 30Q: 3 clusters Score -8046173 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8046310.500000 Penalty: 5406.387695
	Iteration 31Q: 3 clusters Score -8046310 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8046507.500000 Penalty: 5406.387695
	Iteration 32Q: 3 clusters Score -8046508 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8046673.000000 Penalty: 5406.387695
	Iteration 33Q: 3 clusters Score -8046673 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8046800.500000 Penalty: 5406.387695
	Iteration 34Q: 3 clusters Score -8046800 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8046941.500000 Penalty: 5406.387695
	Iteration 35Q: 3 clusters Score -8046942 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8047090.500000 Penalty: 5406.387695
	Iteration 36Q: 3 clusters Score -8047090 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8047262.500000 Penalty: 5406.387695
	Iteration 37Q: 3 clusters Score -8047262 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8047425.500000 Penalty: 5406.387695
	Iteration 38Q: 3 clusters Score -8047426 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8047676.500000 Penalty: 5406.387695
	Iteration 39Q: 3 clusters Score -8047676 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -8047913.500000 Penalty: 5406.387695
	Iteration 40F: 3 clusters Score -8047914 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -8048215.000000 Penalty: 5406.387695
	Iteration 41Q: 3 clusters Score -8048215 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -8048524.500000 Penalty: 5406.387695
	Iteration 42Q: 3 clusters Score -8048524 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -8048912.500000 Penalty: 5406.387695
	Iteration 43Q: 3 clusters Score -8048912 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -8049264.500000 Penalty: 5406.387695
	Iteration 44Q: 3 clusters Score -8049264 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -8049564.000000 Penalty: 5406.387695
	Iteration 45Q: 3 clusters Score -8049564 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -8049912.000000 Penalty: 5406.387695
	Iteration 46Q: 3 clusters Score -8049912 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -8050192.000000 Penalty: 5406.387695
	Iteration 47Q: 3 clusters Score -8050192 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -8050404.500000 Penalty: 5406.387695
	Iteration 48Q: 3 clusters Score -8050404 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -8050554.000000 Penalty: 5406.387695
	Iteration 49Q: 3 clusters Score -8050554 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -8050673.000000 Penalty: 5406.387695
	Iteration 50Q: 3 clusters Score -8050673 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -8050747.500000 Penalty: 5406.387695
	Iteration 51Q: 3 clusters Score -8050748 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -8050836.000000 Penalty: 5406.387695
	Iteration 52Q: 3 clusters Score -8050836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -8050917.000000 Penalty: 5406.387695
	Iteration 53Q: 3 clusters Score -8050917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -8050974.500000 Penalty: 5406.387695
	Iteration 54Q: 3 clusters Score -8050974 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -8051030.000000 Penalty: 5406.387695
	Iteration 55Q: 3 clusters Score -8051030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -8051085.500000 Penalty: 5406.387695
	Iteration 56Q: 3 clusters Score -8051086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -8051130.000000 Penalty: 5406.387695
	Iteration 57Q: 3 clusters Score -8051130 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -8051159.000000 Penalty: 5406.387695
	Iteration 58Q: 3 clusters Score -8051159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8051174.500000 Penalty: 5406.387695
	Iteration 59Q: 3 clusters Score -8051174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -8051190.500000 Penalty: 5406.387695
	Iteration 60F: 3 clusters Score -8051190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -8051207.500000 Penalty: 5406.387695
	Iteration 61Q: 3 clusters Score -8051208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -8051217.000000 Penalty: 5406.387695
	Iteration 62Q: 3 clusters Score -8051217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -8051225.500000 Penalty: 5406.387695
	Iteration 63Q: 3 clusters Score -8051226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -8051240.000000 Penalty: 5406.387695
	Iteration 64Q: 3 clusters Score -8051240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -8051237.000000 Penalty: 5406.387695
	Iteration 65Q: 3 clusters Score -8051237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -8051252.500000 Penalty: 5406.387695
	Iteration 66Q: 3 clusters Score -8051252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -8051254.000000 Penalty: 5406.387695
	Iteration 67Q: 3 clusters Score -8051254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -8051263.500000 Penalty: 5406.387695
	Iteration 68Q: 3 clusters Score -8051264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -8051260.000000 Penalty: 5406.387695
	Iteration 69Q: 3 clusters Score -8051260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -8051266.500000 Penalty: 5406.387695
	Iteration 70Q: 3 clusters Score -8051266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -8051267.500000 Penalty: 5406.387695
	Iteration 71Q: 3 clusters Score -8051268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -8051262.500000 Penalty: 5406.387695
	Iteration 72Q: 3 clusters Score -8051262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -8051272.500000 Penalty: 5406.387695
	Iteration 73Q: 3 clusters Score -8051272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -8051272.500000 Penalty: 5406.387695
	Iteration 74F: 3 clusters Score -8051272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Entering Unmasked Estep 
Score: -1637532.875000 Penalty: 2308.364258
	Iteration 0F: 2 clusters Score -1637533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1629162.875000 Penalty: 4616.728516
	Iteration 0F: 3 clusters Score -1629163 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1631574.250000 Penalty: 4616.728516
	Iteration 1F: 3 clusters Score -1631574 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1631944.625000 Penalty: 4616.728516
	Iteration 2F: 3 clusters Score -1631945 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1632251.500000 Penalty: 4616.728516
	Iteration 3F: 3 clusters Score -1632252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1632536.750000 Penalty: 4616.728516
	Iteration 4F: 3 clusters Score -1632537 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1632782.000000 Penalty: 4616.728516
	Iteration 5Q: 3 clusters Score -1632782 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1633055.750000 Penalty: 4616.728516
	Iteration 6Q: 3 clusters Score -1633056 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1633368.000000 Penalty: 4616.728516
	Iteration 7Q: 3 clusters Score -1633368 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1633742.000000 Penalty: 4616.728516
	Iteration 8Q: 3 clusters Score -1633742 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1634206.750000 Penalty: 4616.728516
	Iteration 9F: 3 clusters Score -1634207 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1634715.875000 Penalty: 4616.728516
	Iteration 10F: 3 clusters Score -1634716 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1635206.625000 Penalty: 4616.728516
	Iteration 11F: 3 clusters Score -1635207 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1635601.500000 Penalty: 4616.728516
	Iteration 12Q: 3 clusters Score -1635602 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1635971.500000 Penalty: 4616.728516
	Iteration 13Q: 3 clusters Score -1635972 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1636286.625000 Penalty: 4616.728516
	Iteration 14Q: 3 clusters Score -1636287 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1636524.750000 Penalty: 4616.728516
	Iteration 15Q: 3 clusters Score -1636525 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1636686.125000 Penalty: 4616.728516
	Iteration 16Q: 3 clusters Score -1636686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1636803.000000 Penalty: 4616.728516
	Iteration 17Q: 3 clusters Score -1636803 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1636886.375000 Penalty: 4616.728516
	Iteration 18Q: 3 clusters Score -1636886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1636914.250000 Penalty: 4616.728516
	Iteration 19Q: 3 clusters Score -1636914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1636922.125000 Penalty: 4616.728516
	Iteration 20F: 3 clusters Score -1636922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1636936.875000 Penalty: 4616.728516
	Iteration 21Q: 3 clusters Score -1636937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1636945.500000 Penalty: 4616.728516
	Iteration 22Q: 3 clusters Score -1636946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1636951.875000 Penalty: 4616.728516
	Iteration 23Q: 3 clusters Score -1636952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1636957.875000 Penalty: 4616.728516
	Iteration 24Q: 3 clusters Score -1636958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1636962.625000 Penalty: 4616.728516
	Iteration 25Q: 3 clusters Score -1636963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1636968.625000 Penalty: 4616.728516
	Iteration 26Q: 3 clusters Score -1636969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1636966.375000 Penalty: 4616.728516
	Iteration 27Q: 3 clusters Score -1636966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1636968.125000 Penalty: 4616.728516
	Iteration 28Q: 3 clusters Score -1636968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1636970.625000 Penalty: 4616.728516
	Iteration 29Q: 3 clusters Score -1636971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1636976.375000 Penalty: 4616.728516
	Iteration 30Q: 3 clusters Score -1636976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1636973.625000 Penalty: 4616.728516
	Iteration 31Q: 3 clusters Score -1636974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1636974.000000 Penalty: 4616.728516
	Iteration 32Q: 3 clusters Score -1636974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1636972.125000 Penalty: 4616.728516
	Iteration 33Q: 3 clusters Score -1636972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1636972.625000 Penalty: 4616.728516
	Iteration 34Q: 3 clusters Score -1636973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1636973.000000 Penalty: 4616.728516
	Iteration 35Q: 3 clusters Score -1636973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1636973.000000 Penalty: 4616.728516
	Iteration 36F: 3 clusters Score -1636973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Entering Unmasked Estep 
Score: -296192.656250 Penalty: 1904.568970
	Iteration 0F: 2 clusters Score -296192.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -293489.156250 Penalty: 3809.137939
	Iteration 0F: 3 clusters Score -293489.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -294146.718750 Penalty: 3809.137939
	Iteration 1F: 3 clusters Score -294146.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294513.062500 Penalty: 3809.137939
	Iteration 2F: 3 clusters Score -294513.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -294793.218750 Penalty: 3809.137939
	Iteration 3F: 3 clusters Score -294793.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -294955.968750 Penalty: 3809.137939
	Iteration 4F: 3 clusters Score -294956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295063.031250 Penalty: 3809.137939
	Iteration 5Q: 3 clusters Score -295063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -295142.875000 Penalty: 3809.137939
	Iteration 6Q: 3 clusters Score -295142.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295204.125000 Penalty: 3809.137939
	Iteration 7Q: 3 clusters Score -295204.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295245.187500 Penalty: 3809.137939
	Iteration 8Q: 3 clusters Score -295245.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -295272.062500 Penalty: 3809.137939
	Iteration 9Q: 3 clusters Score -295272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295287.625000 Penalty: 3809.137939
	Iteration 10Q: 3 clusters Score -295287.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -295306.000000 Penalty: 3809.137939
	Iteration 11Q: 3 clusters Score -295306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295321.312500 Penalty: 3809.137939
	Iteration 12Q: 3 clusters Score -295321.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -295332.843750 Penalty: 3809.137939
	Iteration 13Q: 3 clusters Score -295332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -295339.906250 Penalty: 3809.137939
	Iteration 14Q: 3 clusters Score -295339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -295346.250000 Penalty: 3809.137939
	Iteration 15Q: 3 clusters Score -295346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295348.406250 Penalty: 3809.137939
	Iteration 16Q: 3 clusters Score -295348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295350.375000 Penalty: 3809.137939
	Iteration 17Q: 3 clusters Score -295350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -295352.281250 Penalty: 3809.137939
	Iteration 18Q: 3 clusters Score -295352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -295353.187500 Penalty: 3809.137939
	Iteration 19Q: 3 clusters Score -295353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -295357.093750 Penalty: 3809.137939
	Iteration 20F: 3 clusters Score -295357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -295362.281250 Penalty: 3809.137939
	Iteration 21Q: 3 clusters Score -295362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -295367.156250 Penalty: 3809.137939
	Iteration 22Q: 3 clusters Score -295367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -295374.156250 Penalty: 3809.137939
	Iteration 23Q: 3 clusters Score -295374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -295382.187500 Penalty: 3809.137939
	Iteration 24Q: 3 clusters Score -295382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -295388.718750 Penalty: 3809.137939
	Iteration 25Q: 3 clusters Score -295388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -295391.906250 Penalty: 3809.137939
	Iteration 26Q: 3 clusters Score -295391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -295393.718750 Penalty: 3809.137939
	Iteration 27Q: 3 clusters Score -295393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -295393.718750 Penalty: 3809.137939
	Iteration 28F: 3 clusters Score -295393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -890134.125000 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -890134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -884877.375000 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -884877.4 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -886357.187500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -886357.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -886722.250000 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -886722.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -887010.375000 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -887010.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -887263.250000 Penalty: 4326.399414
	Iteration 4F: 3 clusters Score -887263.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -887551.312500 Penalty: 4326.399414
	Iteration 5F: 3 clusters Score -887551.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -887857.312500 Penalty: 4326.399414
	Iteration 6F: 3 clusters Score -887857.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -888113.500000 Penalty: 4326.399414
	Iteration 7F: 3 clusters Score -888113.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -888293.250000 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -888293.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -888419.875000 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -888419.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -888519.000000 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -888519 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -888571.875000 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -888571.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -888606.875000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -888606.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -888620.937500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -888620.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -888632.125000 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -888632.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -888640.187500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -888640.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -888644.312500 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -888644.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -888649.375000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -888649.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -888654.375000 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -888654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -888657.062500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -888657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -888659.312500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -888659.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -888662.437500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -888662.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -888662.875000 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -888662.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -888664.000000 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -888664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -888663.250000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -888663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -888664.750000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -888664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -888664.812500 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -888664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -888665.250000 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -888665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -888665.187500 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -888665.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -888665.062500 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -888665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -888665.062500 Penalty: 4326.399414
	Iteration 30F: 3 clusters Score -888665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -735700.687500 Penalty: 2115.907471
	Iteration 0F: 2 clusters Score -735700.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -731142.312500 Penalty: 4231.814941
	Iteration 0F: 3 clusters Score -731142.3 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -732186.062500 Penalty: 4231.814941
	Iteration 1F: 3 clusters Score -732186.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -732429.437500 Penalty: 4231.814941
	Iteration 2F: 3 clusters Score -732429.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -732612.625000 Penalty: 4231.814941
	Iteration 3F: 3 clusters Score -732612.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -732757.187500 Penalty: 4231.814941
	Iteration 4Q: 3 clusters Score -732757.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -732920.812500 Penalty: 4231.814941
	Iteration 5Q: 3 clusters Score -732920.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -733087.375000 Penalty: 4231.814941
	Iteration 6Q: 3 clusters Score -733087.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -733246.500000 Penalty: 4231.814941
	Iteration 7Q: 3 clusters Score -733246.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -733423.312500 Penalty: 4231.814941
	Iteration 8Q: 3 clusters Score -733423.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -733588.125000 Penalty: 4231.814941
	Iteration 9Q: 3 clusters Score -733588.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -733745.062500 Penalty: 4231.814941
	Iteration 10Q: 3 clusters Score -733745.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -733829.750000 Penalty: 4231.814941
	Iteration 11Q: 3 clusters Score -733829.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -733896.187500 Penalty: 4231.814941
	Iteration 12Q: 3 clusters Score -733896.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -733947.687500 Penalty: 4231.814941
	Iteration 13Q: 3 clusters Score -733947.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -733985.500000 Penalty: 4231.814941
	Iteration 14Q: 3 clusters Score -733985.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -734022.750000 Penalty: 4231.814941
	Iteration 15Q: 3 clusters Score -734022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -734048.312500 Penalty: 4231.814941
	Iteration 16Q: 3 clusters Score -734048.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -734061.000000 Penalty: 4231.814941
	Iteration 17Q: 3 clusters Score -734061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -734077.750000 Penalty: 4231.814941
	Iteration 18Q: 3 clusters Score -734077.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -734087.500000 Penalty: 4231.814941
	Iteration 19Q: 3 clusters Score -734087.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -734097.187500 Penalty: 4231.814941
	Iteration 20F: 3 clusters Score -734097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -734104.375000 Penalty: 4231.814941
	Iteration 21Q: 3 clusters Score -734104.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -734113.750000 Penalty: 4231.814941
	Iteration 22Q: 3 clusters Score -734113.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -734120.187500 Penalty: 4231.814941
	Iteration 23Q: 3 clusters Score -734120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -734124.312500 Penalty: 4231.814941
	Iteration 24Q: 3 clusters Score -734124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -734128.312500 Penalty: 4231.814941
	Iteration 25Q: 3 clusters Score -734128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -734130.875000 Penalty: 4231.814941
	Iteration 26Q: 3 clusters Score -734130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -734130.937500 Penalty: 4231.814941
	Iteration 27Q: 3 clusters Score -734130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -734131.875000 Penalty: 4231.814941
	Iteration 28Q: 3 clusters Score -734131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -734131.875000 Penalty: 4231.814941
	Iteration 29F: 3 clusters Score -734131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -96498.484375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -96498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -94795.289062 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -94795.29 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95049.445312 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -95049.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95142.273438 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -95142.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95191.734375 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -95191.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95218.273438 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -95218.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95242.054688 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -95242.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95261.796875 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -95261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95285.460938 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -95285.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95342.507812 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -95342.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95409.914062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -95409.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95453.273438 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -95453.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95475.343750 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -95475.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95485.414062 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -95485.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95491.046875 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -95491.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95497.257812 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -95497.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95501.515625 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -95501.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -95515.882812 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -95515.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95527.375000 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -95527.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95537.851562 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -95537.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95550.085938 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -95550.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95556.078125 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -95556.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95566.203125 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -95566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95574.515625 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -95574.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -95579.265625 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -95579.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95584.132812 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -95584.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95586.445312 Penalty: 3246.493408
	Iteration 25Q: 3 clusters Score -95586.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95591.625000 Penalty: 3246.493408
	Iteration 26Q: 3 clusters Score -95591.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95607.140625 Penalty: 3246.493408
	Iteration 27Q: 3 clusters Score -95607.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -95634.734375 Penalty: 3246.493408
	Iteration 28Q: 3 clusters Score -95634.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95648.437500 Penalty: 3246.493408
	Iteration 29Q: 3 clusters Score -95648.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95659.460938 Penalty: 3246.493408
	Iteration 30Q: 3 clusters Score -95659.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95667.882812 Penalty: 3246.493408
	Iteration 31Q: 3 clusters Score -95667.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95671.718750 Penalty: 3246.493408
	Iteration 32Q: 3 clusters Score -95671.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95676.296875 Penalty: 3246.493408
	Iteration 33Q: 3 clusters Score -95676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -95676.296875 Penalty: 3246.493408
	Iteration 34F: 3 clusters Score -95676.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Entering Unmasked Estep 
Score: -3872388.500000 Penalty: 2519.600586
	Iteration 0F: 2 clusters Score -3872388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3854549.250000 Penalty: 5039.201172
	Iteration 0F: 3 clusters Score -3854549 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3860833.750000 Penalty: 5039.201172
	Iteration 1F: 3 clusters Score -3860834 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3861243.500000 Penalty: 5039.201172
	Iteration 2Q: 3 clusters Score -3861244 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3861516.250000 Penalty: 5039.201172
	Iteration 3Q: 3 clusters Score -3861516 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -3861744.500000 Penalty: 5039.201172
	Iteration 4Q: 3 clusters Score -3861744 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3861926.500000 Penalty: 5039.201172
	Iteration 5Q: 3 clusters Score -3861926 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3862081.500000 Penalty: 5039.201172
	Iteration 6Q: 3 clusters Score -3862082 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -3862213.500000 Penalty: 5039.201172
	Iteration 7Q: 3 clusters Score -3862214 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -3862350.000000 Penalty: 5039.201172
	Iteration 8Q: 3 clusters Score -3862350 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3862480.000000 Penalty: 5039.201172
	Iteration 9Q: 3 clusters Score -3862480 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3862617.750000 Penalty: 5039.201172
	Iteration 10Q: 3 clusters Score -3862618 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3862811.000000 Penalty: 5039.201172
	Iteration 11Q: 3 clusters Score -3862811 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3863038.250000 Penalty: 5039.201172
	Iteration 12Q: 3 clusters Score -3863038 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3863362.750000 Penalty: 5039.201172
	Iteration 13Q: 3 clusters Score -3863363 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3863725.000000 Penalty: 5039.201172
	Iteration 14Q: 3 clusters Score -3863725 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3864171.000000 Penalty: 5039.201172
	Iteration 15Q: 3 clusters Score -3864171 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3864702.250000 Penalty: 5039.201172
	Iteration 16Q: 3 clusters Score -3864702 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3865295.000000 Penalty: 5039.201172
	Iteration 17Q: 3 clusters Score -3865295 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3865911.250000 Penalty: 5039.201172
	Iteration 18Q: 3 clusters Score -3865911 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3866515.000000 Penalty: 5039.201172
	Iteration 19Q: 3 clusters Score -3866515 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3867031.500000 Penalty: 5039.201172
	Iteration 20F: 3 clusters Score -3867032 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3867384.250000 Penalty: 5039.201172
	Iteration 21Q: 3 clusters Score -3867384 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3867669.250000 Penalty: 5039.201172
	Iteration 22Q: 3 clusters Score -3867669 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3867899.500000 Penalty: 5039.201172
	Iteration 23Q: 3 clusters Score -3867900 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -3868098.250000 Penalty: 5039.201172
	Iteration 24Q: 3 clusters Score -3868098 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3868305.000000 Penalty: 5039.201172
	Iteration 25Q: 3 clusters Score -3868305 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3868525.750000 Penalty: 5039.201172
	Iteration 26Q: 3 clusters Score -3868526 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3868719.750000 Penalty: 5039.201172
	Iteration 27Q: 3 clusters Score -3868720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3868861.000000 Penalty: 5039.201172
	Iteration 28Q: 3 clusters Score -3868861 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3868997.750000 Penalty: 5039.201172
	Iteration 29Q: 3 clusters Score -3868998 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3869117.000000 Penalty: 5039.201172
	Iteration 30Q: 3 clusters Score -3869117 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3869209.000000 Penalty: 5039.201172
	Iteration 31Q: 3 clusters Score -3869209 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3869287.500000 Penalty: 5039.201172
	Iteration 32Q: 3 clusters Score -3869288 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3869348.000000 Penalty: 5039.201172
	Iteration 33Q: 3 clusters Score -3869348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -3869398.250000 Penalty: 5039.201172
	Iteration 34Q: 3 clusters Score -3869398 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3869450.750000 Penalty: 5039.201172
	Iteration 35Q: 3 clusters Score -3869451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3869479.750000 Penalty: 5039.201172
	Iteration 36Q: 3 clusters Score -3869480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -3869515.250000 Penalty: 5039.201172
	Iteration 37Q: 3 clusters Score -3869515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3869548.750000 Penalty: 5039.201172
	Iteration 38Q: 3 clusters Score -3869549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3869561.000000 Penalty: 5039.201172
	Iteration 39Q: 3 clusters Score -3869561 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3869581.750000 Penalty: 5039.201172
	Iteration 40F: 3 clusters Score -3869582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -3869593.000000 Penalty: 5039.201172
	Iteration 41Q: 3 clusters Score -3869593 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3869610.500000 Penalty: 5039.201172
	Iteration 42Q: 3 clusters Score -3869610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3869628.000000 Penalty: 5039.201172
	Iteration 43Q: 3 clusters Score -3869628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3869639.500000 Penalty: 5039.201172
	Iteration 44Q: 3 clusters Score -3869640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -3869665.500000 Penalty: 5039.201172
	Iteration 45Q: 3 clusters Score -3869666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3869677.500000 Penalty: 5039.201172
	Iteration 46Q: 3 clusters Score -3869678 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -3869693.250000 Penalty: 5039.201172
	Iteration 47Q: 3 clusters Score -3869693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3869700.750000 Penalty: 5039.201172
	Iteration 48Q: 3 clusters Score -3869701 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3869711.000000 Penalty: 5039.201172
	Iteration 49Q: 3 clusters Score -3869711 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -3869728.000000 Penalty: 5039.201172
	Iteration 50Q: 3 clusters Score -3869728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3869734.500000 Penalty: 5039.201172
	Iteration 51Q: 3 clusters Score -3869734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3869740.250000 Penalty: 5039.201172
	Iteration 52Q: 3 clusters Score -3869740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3869751.250000 Penalty: 5039.201172
	Iteration 53Q: 3 clusters Score -3869751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3869743.500000 Penalty: 5039.201172
	Iteration 54Q: 3 clusters Score -3869744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3869758.750000 Penalty: 5039.201172
	Iteration 55Q: 3 clusters Score -3869759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3869776.750000 Penalty: 5039.201172
	Iteration 56Q: 3 clusters Score -3869777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3869800.750000 Penalty: 5039.201172
	Iteration 57Q: 3 clusters Score -3869801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3869806.250000 Penalty: 5039.201172
	Iteration 58Q: 3 clusters Score -3869806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3869818.500000 Penalty: 5039.201172
	Iteration 59Q: 3 clusters Score -3869818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3869819.500000 Penalty: 5039.201172
	Iteration 60F: 3 clusters Score -3869820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3869836.250000 Penalty: 5039.201172
	Iteration 61Q: 3 clusters Score -3869836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3869848.750000 Penalty: 5039.201172
	Iteration 62Q: 3 clusters Score -3869849 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -3869853.750000 Penalty: 5039.201172
	Iteration 63Q: 3 clusters Score -3869854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -3869857.250000 Penalty: 5039.201172
	Iteration 64Q: 3 clusters Score -3869857 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3869873.250000 Penalty: 5039.201172
	Iteration 65Q: 3 clusters Score -3869873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3869871.750000 Penalty: 5039.201172
	Iteration 66Q: 3 clusters Score -3869872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3869884.000000 Penalty: 5039.201172
	Iteration 67Q: 3 clusters Score -3869884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3869900.500000 Penalty: 5039.201172
	Iteration 68Q: 3 clusters Score -3869900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3869914.000000 Penalty: 5039.201172
	Iteration 69Q: 3 clusters Score -3869914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3869931.500000 Penalty: 5039.201172
	Iteration 70Q: 3 clusters Score -3869932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3869927.000000 Penalty: 5039.201172
	Iteration 71Q: 3 clusters Score -3869927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3869937.750000 Penalty: 5039.201172
	Iteration 72Q: 3 clusters Score -3869938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3869945.250000 Penalty: 5039.201172
	Iteration 73Q: 3 clusters Score -3869945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3869964.000000 Penalty: 5039.201172
	Iteration 74Q: 3 clusters Score -3869964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3869969.500000 Penalty: 5039.201172
	Iteration 75Q: 3 clusters Score -3869970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3869977.500000 Penalty: 5039.201172
	Iteration 76Q: 3 clusters Score -3869978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -3869985.000000 Penalty: 5039.201172
	Iteration 77Q: 3 clusters Score -3869985 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3869994.000000 Penalty: 5039.201172
	Iteration 78Q: 3 clusters Score -3869994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3869988.000000 Penalty: 5039.201172
	Iteration 79Q: 3 clusters Score -3869988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3869990.250000 Penalty: 5039.201172
	Iteration 80F: 3 clusters Score -3869990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3869994.000000 Penalty: 5039.201172
	Iteration 81Q: 3 clusters Score -3869994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3869995.750000 Penalty: 5039.201172
	Iteration 82Q: 3 clusters Score -3869996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3870000.500000 Penalty: 5039.201172
	Iteration 83Q: 3 clusters Score -3870000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3870001.000000 Penalty: 5039.201172
	Iteration 84Q: 3 clusters Score -3870001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3870003.500000 Penalty: 5039.201172
	Iteration 85Q: 3 clusters Score -3870004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3869997.500000 Penalty: 5039.201172
	Iteration 86Q: 3 clusters Score -3869998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3870004.000000 Penalty: 5039.201172
	Iteration 87Q: 3 clusters Score -3870004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3870006.250000 Penalty: 5039.201172
	Iteration 88Q: 3 clusters Score -3870006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3870004.250000 Penalty: 5039.201172
	Iteration 89Q: 3 clusters Score -3870004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3870011.250000 Penalty: 5039.201172
	Iteration 90Q: 3 clusters Score -3870011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3870008.250000 Penalty: 5039.201172
	Iteration 91Q: 3 clusters Score -3870008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -3870014.000000 Penalty: 5039.201172
	Iteration 92Q: 3 clusters Score -3870014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3870008.750000 Penalty: 5039.201172
	Iteration 93Q: 3 clusters Score -3870009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3870009.500000 Penalty: 5039.201172
	Iteration 94Q: 3 clusters Score -3870010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3870010.250000 Penalty: 5039.201172
	Iteration 95Q: 3 clusters Score -3870010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3870014.750000 Penalty: 5039.201172
	Iteration 96Q: 3 clusters Score -3870015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3870025.750000 Penalty: 5039.201172
	Iteration 97Q: 3 clusters Score -3870026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3870026.500000 Penalty: 5039.201172
	Iteration 98Q: 3 clusters Score -3870026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3870021.250000 Penalty: 5039.201172
	Iteration 99Q: 3 clusters Score -3870021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3870022.750000 Penalty: 5039.201172
	Iteration 100F: 3 clusters Score -3870023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3870022.000000 Penalty: 5039.201172
	Iteration 101Q: 3 clusters Score -3870022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -3870021.750000 Penalty: 5039.201172
	Iteration 102Q: 3 clusters Score -3870022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3870029.500000 Penalty: 5039.201172
	Iteration 103Q: 3 clusters Score -3870030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -3870029.750000 Penalty: 5039.201172
	Iteration 104Q: 3 clusters Score -3870030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3870030.750000 Penalty: 5039.201172
	Iteration 105Q: 3 clusters Score -3870031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -3870029.000000 Penalty: 5039.201172
	Iteration 106Q: 3 clusters Score -3870029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3870035.000000 Penalty: 5039.201172
	Iteration 107Q: 3 clusters Score -3870035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3870034.250000 Penalty: 5039.201172
	Iteration 108Q: 3 clusters Score -3870034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3870030.750000 Penalty: 5039.201172
	Iteration 109Q: 3 clusters Score -3870031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3870029.000000 Penalty: 5039.201172
	Iteration 110Q: 3 clusters Score -3870029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3870032.500000 Penalty: 5039.201172
	Iteration 111Q: 3 clusters Score -3870032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3870033.250000 Penalty: 5039.201172
	Iteration 112Q: 3 clusters Score -3870033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3870031.500000 Penalty: 5039.201172
	Iteration 113Q: 3 clusters Score -3870032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3870034.750000 Penalty: 5039.201172
	Iteration 114Q: 3 clusters Score -3870035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -3870041.000000 Penalty: 5039.201172
	Iteration 115Q: 3 clusters Score -3870041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3870036.250000 Penalty: 5039.201172
	Iteration 116Q: 3 clusters Score -3870036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3870039.000000 Penalty: 5039.201172
	Iteration 117Q: 3 clusters Score -3870039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3870042.500000 Penalty: 5039.201172
	Iteration 118Q: 3 clusters Score -3870042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3870043.000000 Penalty: 5039.201172
	Iteration 119Q: 3 clusters Score -3870043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3870038.750000 Penalty: 5039.201172
	Iteration 120F: 3 clusters Score -3870039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3870044.250000 Penalty: 5039.201172
	Iteration 121Q: 3 clusters Score -3870044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3870048.750000 Penalty: 5039.201172
	Iteration 122Q: 3 clusters Score -3870049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3870051.000000 Penalty: 5039.201172
	Iteration 123Q: 3 clusters Score -3870051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3870046.750000 Penalty: 5039.201172
	Iteration 124Q: 3 clusters Score -3870047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3870055.250000 Penalty: 5039.201172
	Iteration 125Q: 3 clusters Score -3870055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3870052.250000 Penalty: 5039.201172
	Iteration 126Q: 3 clusters Score -3870052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3870053.750000 Penalty: 5039.201172
	Iteration 127Q: 3 clusters Score -3870054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3870057.250000 Penalty: 5039.201172
	Iteration 128Q: 3 clusters Score -3870057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3870054.500000 Penalty: 5039.201172
	Iteration 129Q: 3 clusters Score -3870054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3870050.250000 Penalty: 5039.201172
	Iteration 130Q: 3 clusters Score -3870050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3870051.000000 Penalty: 5039.201172
	Iteration 131Q: 3 clusters Score -3870051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -3870050.500000 Penalty: 5039.201172
	Iteration 132Q: 3 clusters Score -3870050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3870051.500000 Penalty: 5039.201172
	Iteration 133Q: 3 clusters Score -3870052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3870050.750000 Penalty: 5039.201172
	Iteration 134Q: 3 clusters Score -3870051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -3870050.250000 Penalty: 5039.201172
	Iteration 135Q: 3 clusters Score -3870050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3870051.000000 Penalty: 5039.201172
	Iteration 136Q: 3 clusters Score -3870051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3870052.750000 Penalty: 5039.201172
	Iteration 137Q: 3 clusters Score -3870053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -3870055.250000 Penalty: 5039.201172
	Iteration 138Q: 3 clusters Score -3870055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3870054.250000 Penalty: 5039.201172
	Iteration 139Q: 3 clusters Score -3870054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3870049.500000 Penalty: 5039.201172
	Iteration 140F: 3 clusters Score -3870050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3870049.000000 Penalty: 5039.201172
	Iteration 141Q: 3 clusters Score -3870049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3870055.250000 Penalty: 5039.201172
	Iteration 142Q: 3 clusters Score -3870055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3870054.500000 Penalty: 5039.201172
	Iteration 143Q: 3 clusters Score -3870054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3870054.500000 Penalty: 5039.201172
	Iteration 144F: 3 clusters Score -3870054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -95961.531250 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -95961.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94254.875000 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -94254.88 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94634.789062 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -94634.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -94859.125000 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -94859.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -95007.765625 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -95007.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -95139.773438 Penalty: 3303.009766
	Iteration 4Q: 3 clusters Score -95139.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95254.632812 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -95254.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95295.914062 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -95295.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -95322.500000 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -95322.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95343.242188 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -95343.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95363.140625 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -95363.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95368.312500 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -95368.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95370.148438 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -95370.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95371.929688 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -95371.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95371.929688 Penalty: 3303.009766
	Iteration 13F: 3 clusters Score -95371.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -88207.867188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -88207.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86558.437500 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -86558.44 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86751.078125 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -86751.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86802.132812 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -86802.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86817.703125 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -86817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86827.921875 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -86827.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86834.750000 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -86834.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86837.085938 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -86837.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86837.085938 Penalty: 3205.662598
	Iteration 7F: 3 clusters Score -86837.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Entering Unmasked Estep 
Score: -1072672.500000 Penalty: 2203.383301
	Iteration 0F: 2 clusters Score -1072672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1066710.375000 Penalty: 4406.766602
	Iteration 0F: 3 clusters Score -1066710 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1068223.750000 Penalty: 4406.766602
	Iteration 1F: 3 clusters Score -1068224 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1068471.375000 Penalty: 4406.766602
	Iteration 2F: 3 clusters Score -1068471 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1068652.375000 Penalty: 4406.766602
	Iteration 3F: 3 clusters Score -1068652 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1068793.625000 Penalty: 4406.766602
	Iteration 4Q: 3 clusters Score -1068794 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1068889.125000 Penalty: 4406.766602
	Iteration 5Q: 3 clusters Score -1068889 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1068969.375000 Penalty: 4406.766602
	Iteration 6Q: 3 clusters Score -1068969 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1069043.625000 Penalty: 4406.766602
	Iteration 7Q: 3 clusters Score -1069044 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1069126.375000 Penalty: 4406.766602
	Iteration 8Q: 3 clusters Score -1069126 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1069221.250000 Penalty: 4406.766602
	Iteration 9Q: 3 clusters Score -1069221 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1069307.375000 Penalty: 4406.766602
	Iteration 10Q: 3 clusters Score -1069307 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1069407.375000 Penalty: 4406.766602
	Iteration 11Q: 3 clusters Score -1069407 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1069526.000000 Penalty: 4406.766602
	Iteration 12Q: 3 clusters Score -1069526 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1069670.125000 Penalty: 4406.766602
	Iteration 13Q: 3 clusters Score -1069670 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1069818.750000 Penalty: 4406.766602
	Iteration 14Q: 3 clusters Score -1069819 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1069947.250000 Penalty: 4406.766602
	Iteration 15Q: 3 clusters Score -1069947 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1070078.000000 Penalty: 4406.766602
	Iteration 16Q: 3 clusters Score -1070078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1070184.625000 Penalty: 4406.766602
	Iteration 17Q: 3 clusters Score -1070185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1070269.875000 Penalty: 4406.766602
	Iteration 18Q: 3 clusters Score -1070270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1070349.375000 Penalty: 4406.766602
	Iteration 19Q: 3 clusters Score -1070349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1070420.875000 Penalty: 4406.766602
	Iteration 20F: 3 clusters Score -1070421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1070491.250000 Penalty: 4406.766602
	Iteration 21Q: 3 clusters Score -1070491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1070544.750000 Penalty: 4406.766602
	Iteration 22Q: 3 clusters Score -1070545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1070583.625000 Penalty: 4406.766602
	Iteration 23Q: 3 clusters Score -1070584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1070615.250000 Penalty: 4406.766602
	Iteration 24Q: 3 clusters Score -1070615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1070633.000000 Penalty: 4406.766602
	Iteration 25Q: 3 clusters Score -1070633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1070645.625000 Penalty: 4406.766602
	Iteration 26Q: 3 clusters Score -1070646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1070664.750000 Penalty: 4406.766602
	Iteration 27Q: 3 clusters Score -1070665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1070680.125000 Penalty: 4406.766602
	Iteration 28Q: 3 clusters Score -1070680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1070695.125000 Penalty: 4406.766602
	Iteration 29Q: 3 clusters Score -1070695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1070709.500000 Penalty: 4406.766602
	Iteration 30Q: 3 clusters Score -1070710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1070716.375000 Penalty: 4406.766602
	Iteration 31Q: 3 clusters Score -1070716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1070729.500000 Penalty: 4406.766602
	Iteration 32Q: 3 clusters Score -1070730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1070733.625000 Penalty: 4406.766602
	Iteration 33Q: 3 clusters Score -1070734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1070741.625000 Penalty: 4406.766602
	Iteration 34Q: 3 clusters Score -1070742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1070743.125000 Penalty: 4406.766602
	Iteration 35Q: 3 clusters Score -1070743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1070744.875000 Penalty: 4406.766602
	Iteration 36Q: 3 clusters Score -1070745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1070744.875000 Penalty: 4406.766602
	Iteration 37F: 3 clusters Score -1070745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -164899.359375 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -164899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -162905.187500 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -162905.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163187.890625 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -163187.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163277.828125 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -163277.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -163331.968750 Penalty: 3494.272949
	Iteration 3Q: 3 clusters Score -163332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -163381.531250 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -163381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163414.187500 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -163414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163435.453125 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -163435.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -163458.296875 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -163458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163474.078125 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -163474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163487.875000 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -163487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163500.312500 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -163500.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163511.562500 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -163511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163513.140625 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -163513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163514.453125 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -163514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163516.515625 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -163516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163519.171875 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -163519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163519.171875 Penalty: 3494.272949
	Iteration 16F: 3 clusters Score -163519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7278 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69213 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11275 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91895 members 
Mstep: Class 22 contains 36808 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 78276 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11037 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1815 members 
Mstep: Class 41 contains 54175 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2164 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25840 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7220 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071696.000000 Penalty: 171962.734375
Iteration 239Q: 52 clusters Score -1.150717e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4803 members 
Mstep: Class 3 contains 880 members 
Mstep: Class 4 contains 7279 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 37228 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69188 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 154 members 
Mstep: Class 19 contains 18847 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91901 members 
Mstep: Class 22 contains 36809 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 78277 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63828 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11042 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54178 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2168 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25845 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7219 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071848.000000 Penalty: 171962.734375
Iteration 240F: 52 clusters Score -1.150718e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 879 members 
Mstep: Class 4 contains 7277 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69167 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 159 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91906 members 
Mstep: Class 22 contains 36813 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 78279 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2523 members 
Mstep: Class 33 contains 11042 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54182 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2171 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25849 members 
Mstep: Class 48 contains 780 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7218 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072152.000000 Penalty: 171962.734375
Iteration 241Q: 52 clusters Score -1.150722e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 877 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 11766 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69146 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 160 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91918 members 
Mstep: Class 22 contains 36814 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78281 members 
Mstep: Class 25 contains 10424 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2519 members 
Mstep: Class 33 contains 11042 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54184 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5074 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25853 members 
Mstep: Class 48 contains 783 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7216 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072104.000000 Penalty: 171962.734375
Iteration 242Q: 52 clusters Score -1.150721e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 876 members 
Mstep: Class 4 contains 7275 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69131 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18849 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91926 members 
Mstep: Class 22 contains 36814 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78280 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11042 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54188 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25859 members 
Mstep: Class 48 contains 784 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7216 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072192.000000 Penalty: 171962.734375
Iteration 243Q: 52 clusters Score -1.150722e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7271 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8543 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 69111 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19991 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18850 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91934 members 
Mstep: Class 22 contains 36819 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78281 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63829 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11043 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54190 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25869 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7218 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 244Q: 52 clusters Score -1.150722e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7263 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3828 members 
Mstep: Class 9 contains 69096 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19990 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91941 members 
Mstep: Class 22 contains 36827 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78281 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11043 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54192 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5070 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25874 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7217 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 245Q: 52 clusters Score -1.150722e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7262 members 
Mstep: Class 5 contains 11767 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 69085 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19993 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42766 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91945 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78282 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5071 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25877 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7216 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072104.000000 Penalty: 171962.734375
Iteration 246Q: 52 clusters Score -1.150721e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7259 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 69075 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 36839 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4513 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2984 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5072 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25882 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7214 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072256.000000 Penalty: 171962.734375
Iteration 247Q: 52 clusters Score -1.150723e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7256 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37229 members 
Mstep: Class 7 contains 8542 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 69068 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91949 members 
Mstep: Class 22 contains 36842 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7788 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63832 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2521 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4514 members 
Mstep: Class 35 contains 5938 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2984 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5073 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25887 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7210 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072232.000000 Penalty: 171962.734375
Iteration 248Q: 52 clusters Score -1.150722e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7254 members 
Mstep: Class 5 contains 11768 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8541 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69064 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21601 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18854 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91948 members 
Mstep: Class 22 contains 36846 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78286 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63835 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4513 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25891 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7205 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072256.000000 Penalty: 171962.734375
Iteration 249Q: 52 clusters Score -1.150723e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7252 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69056 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19994 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91951 members 
Mstep: Class 22 contains 36853 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78286 members 
Mstep: Class 25 contains 10441 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63836 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4512 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54192 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25894 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7203 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072264.000000 Penalty: 171962.734375
Iteration 250Q: 52 clusters Score -1.150723e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7249 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69050 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 19995 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18856 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91953 members 
Mstep: Class 22 contains 36855 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10438 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63836 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54192 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25898 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7202 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072248.000000 Penalty: 171962.734375
Iteration 251Q: 52 clusters Score -1.150722e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7247 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37234 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69041 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19996 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18859 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91955 members 
Mstep: Class 22 contains 36859 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10435 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63836 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25901 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7202 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072232.000000 Penalty: 171962.734375
Iteration 252Q: 52 clusters Score -1.150722e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7243 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69033 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19996 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18861 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91958 members 
Mstep: Class 22 contains 36860 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63837 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11047 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54194 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25902 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072192.000000 Penalty: 171962.734375
Iteration 253Q: 52 clusters Score -1.150722e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7241 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69028 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19996 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91963 members 
Mstep: Class 22 contains 36860 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78283 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11048 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54194 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25903 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7202 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072192.000000 Penalty: 171962.734375
Iteration 254Q: 52 clusters Score -1.150722e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4797 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7239 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69022 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19998 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18865 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91964 members 
Mstep: Class 22 contains 36862 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78283 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11047 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54194 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25903 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072200.000000 Penalty: 171962.734375
Iteration 255Q: 52 clusters Score -1.150722e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7235 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69017 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19999 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18867 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91965 members 
Mstep: Class 22 contains 36864 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78283 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16859 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11046 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25904 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072224.000000 Penalty: 171962.734375
Iteration 256Q: 52 clusters Score -1.150722e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4798 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69015 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19999 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21602 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18868 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91966 members 
Mstep: Class 22 contains 36868 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78283 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14454 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25906 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072208.000000 Penalty: 171962.734375
Iteration 257Q: 52 clusters Score -1.150722e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7223 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69010 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18868 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91966 members 
Mstep: Class 22 contains 36870 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63839 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11047 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54193 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25908 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072208.000000 Penalty: 171962.734375
Iteration 258Q: 52 clusters Score -1.150722e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7217 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 69004 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18868 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91968 members 
Mstep: Class 22 contains 36873 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16857 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63841 members 
Mstep: Class 31 contains 14456 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11049 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54192 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25908 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072176.000000 Penalty: 171962.734375
Iteration 259Q: 52 clusters Score -1.150722e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7213 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37244 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68998 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18870 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91971 members 
Mstep: Class 22 contains 36875 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16857 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63841 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11049 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54194 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25909 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7201 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072280.000000 Penalty: 171962.734375
Iteration 260F: 52 clusters Score -1.150723e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7210 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68995 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 18870 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91973 members 
Mstep: Class 22 contains 36878 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16857 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63839 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11050 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2981 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54195 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25909 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7200 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072248.000000 Penalty: 171962.734375
Iteration 261Q: 52 clusters Score -1.150722e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7207 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 8539 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68988 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21603 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18873 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91974 members 
Mstep: Class 22 contains 36881 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16857 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63839 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11048 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2982 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54197 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25911 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7200 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072224.000000 Penalty: 171962.734375
Iteration 262Q: 52 clusters Score -1.150722e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37249 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68981 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18874 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91976 members 
Mstep: Class 22 contains 36881 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14455 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54199 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25915 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7200 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072248.000000 Penalty: 171962.734375
Iteration 263Q: 52 clusters Score -1.150722e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37249 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68965 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18876 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91984 members 
Mstep: Class 22 contains 36882 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 78284 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63838 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54205 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25919 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7200 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072184.000000 Penalty: 171962.734375
Iteration 264Q: 52 clusters Score -1.150722e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68948 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18878 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91989 members 
Mstep: Class 22 contains 36885 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63837 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54209 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25923 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7200 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072184.000000 Penalty: 171962.734375
Iteration 265Q: 52 clusters Score -1.150722e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68939 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21604 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18878 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91991 members 
Mstep: Class 22 contains 36887 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16862 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63833 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54209 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25927 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7199 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072088.000000 Penalty: 171962.734375
Iteration 266Q: 52 clusters Score -1.150721e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37248 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68924 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42766 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18880 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91995 members 
Mstep: Class 22 contains 36891 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78285 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63830 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11045 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54210 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25934 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 267Q: 52 clusters Score -1.150722e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37247 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68915 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42768 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18879 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91996 members 
Mstep: Class 22 contains 36892 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78288 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63828 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54210 members 
Mstep: Class 42 contains 11026 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25941 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072152.000000 Penalty: 171962.734375
Iteration 268Q: 52 clusters Score -1.150722e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37246 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68903 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8483 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18880 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 91999 members 
Mstep: Class 22 contains 36892 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 78289 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63827 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11044 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54210 members 
Mstep: Class 42 contains 11027 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25949 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072184.000000 Penalty: 171962.734375
Iteration 269Q: 52 clusters Score -1.150722e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68887 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18883 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92001 members 
Mstep: Class 22 contains 36893 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63826 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11048 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54212 members 
Mstep: Class 42 contains 11025 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25956 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072208.000000 Penalty: 171962.734375
Iteration 270Q: 52 clusters Score -1.150722e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68875 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21606 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92003 members 
Mstep: Class 22 contains 36893 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 78290 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63825 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11052 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54216 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25959 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072104.000000 Penalty: 171962.734375
Iteration 271Q: 52 clusters Score -1.150721e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68859 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21607 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18887 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92007 members 
Mstep: Class 22 contains 36894 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78290 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63824 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11053 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54219 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25966 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 272Q: 52 clusters Score -1.150722e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37241 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68844 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21607 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18888 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92009 members 
Mstep: Class 22 contains 36895 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78289 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63824 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11053 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54224 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25974 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 273Q: 52 clusters Score -1.150722e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37241 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68828 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42772 members 
Mstep: Class 17 contains 21608 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18889 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92011 members 
Mstep: Class 22 contains 36896 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78290 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63822 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11053 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54227 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25983 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 274Q: 52 clusters Score -1.150722e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37241 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68812 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 21611 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92014 members 
Mstep: Class 22 contains 36898 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63822 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11052 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54232 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25988 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072120.000000 Penalty: 171962.734375
Iteration 275Q: 52 clusters Score -1.150721e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68800 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20003 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 21612 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18890 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92017 members 
Mstep: Class 22 contains 36899 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63822 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11050 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54235 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 25998 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072080.000000 Penalty: 171962.734375
Iteration 276Q: 52 clusters Score -1.150721e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68784 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20003 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42768 members 
Mstep: Class 17 contains 21614 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18889 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92019 members 
Mstep: Class 22 contains 36905 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78292 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63822 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11052 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4839 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54236 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26007 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072168.000000 Penalty: 171962.734375
Iteration 277Q: 52 clusters Score -1.150722e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68765 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 21616 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92021 members 
Mstep: Class 22 contains 36905 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78292 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63822 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11052 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54237 members 
Mstep: Class 42 contains 11024 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26017 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072192.000000 Penalty: 171962.734375
Iteration 278Q: 52 clusters Score -1.150722e+08 nChanged 29
Entering ConstructFrom: 
Score: -115072192.000000 Penalty: 171962.734375
Entering ConstructFrom: 
Trying to split cluster 1 (27815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Entering Unmasked Estep 
Score: -4151103.750000 Penalty: 2537.865967
	Iteration 0F: 2 clusters Score -4151104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4132025.500000 Penalty: 5075.731934
	Iteration 0F: 3 clusters Score -4132026 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -4138841.750000 Penalty: 5075.731934
	Iteration 1F: 3 clusters Score -4138842 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4139333.250000 Penalty: 5075.731934
	Iteration 2Q: 3 clusters Score -4139333 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4139882.250000 Penalty: 5075.731934
	Iteration 3Q: 3 clusters Score -4139882 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4140582.000000 Penalty: 5075.731934
	Iteration 4Q: 3 clusters Score -4140582 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4141514.500000 Penalty: 5075.731934
	Iteration 5F: 3 clusters Score -4141514 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4142788.250000 Penalty: 5075.731934
	Iteration 6F: 3 clusters Score -4142788 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4144412.500000 Penalty: 5075.731934
	Iteration 7F: 3 clusters Score -4144412 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -4146027.750000 Penalty: 5075.731934
	Iteration 8F: 3 clusters Score -4146028 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4147243.750000 Penalty: 5075.731934
	Iteration 9Q: 3 clusters Score -4147244 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4148006.250000 Penalty: 5075.731934
	Iteration 10Q: 3 clusters Score -4148006 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4148377.500000 Penalty: 5075.731934
	Iteration 11Q: 3 clusters Score -4148378 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4148610.000000 Penalty: 5075.731934
	Iteration 12Q: 3 clusters Score -4148610 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4148744.250000 Penalty: 5075.731934
	Iteration 13Q: 3 clusters Score -4148744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4148818.500000 Penalty: 5075.731934
	Iteration 14Q: 3 clusters Score -4148818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4148869.000000 Penalty: 5075.731934
	Iteration 15Q: 3 clusters Score -4148869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4148893.250000 Penalty: 5075.731934
	Iteration 16Q: 3 clusters Score -4148893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -4148902.750000 Penalty: 5075.731934
	Iteration 17Q: 3 clusters Score -4148903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -4148918.500000 Penalty: 5075.731934
	Iteration 18Q: 3 clusters Score -4148918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4148936.750000 Penalty: 5075.731934
	Iteration 19Q: 3 clusters Score -4148937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4148944.250000 Penalty: 5075.731934
	Iteration 20F: 3 clusters Score -4148944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4148940.000000 Penalty: 5075.731934
	Iteration 21Q: 3 clusters Score -4148940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4148938.250000 Penalty: 5075.731934
	Iteration 22Q: 3 clusters Score -4148938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4148943.000000 Penalty: 5075.731934
	Iteration 23Q: 3 clusters Score -4148943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4148948.000000 Penalty: 5075.731934
	Iteration 24Q: 3 clusters Score -4148948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4148945.500000 Penalty: 5075.731934
	Iteration 25Q: 3 clusters Score -4148946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -4148944.750000 Penalty: 5075.731934
	Iteration 26Q: 3 clusters Score -4148945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -4148955.750000 Penalty: 5075.731934
	Iteration 27Q: 3 clusters Score -4148956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4148965.750000 Penalty: 5075.731934
	Iteration 28Q: 3 clusters Score -4148966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4148962.750000 Penalty: 5075.731934
	Iteration 29Q: 3 clusters Score -4148963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4148962.750000 Penalty: 5075.731934
	Iteration 30F: 3 clusters Score -4148963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -653930.625000 Penalty: 2102.088379
	Iteration 0F: 2 clusters Score -653930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -649587.750000 Penalty: 4204.176758
	Iteration 0F: 3 clusters Score -649587.8 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -650849.812500 Penalty: 4204.176758
	Iteration 1F: 3 clusters Score -650849.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -651472.187500 Penalty: 4204.176758
	Iteration 2F: 3 clusters Score -651472.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -652062.250000 Penalty: 4204.176758
	Iteration 3F: 3 clusters Score -652062.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -652594.687500 Penalty: 4204.176758
	Iteration 4F: 3 clusters Score -652594.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -652957.187500 Penalty: 4204.176758
	Iteration 5F: 3 clusters Score -652957.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -653170.437500 Penalty: 4204.176758
	Iteration 6Q: 3 clusters Score -653170.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -653319.250000 Penalty: 4204.176758
	Iteration 7Q: 3 clusters Score -653319.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -653452.125000 Penalty: 4204.176758
	Iteration 8Q: 3 clusters Score -653452.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -653574.375000 Penalty: 4204.176758
	Iteration 9Q: 3 clusters Score -653574.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -653664.250000 Penalty: 4204.176758
	Iteration 10Q: 3 clusters Score -653664.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -653721.125000 Penalty: 4204.176758
	Iteration 11Q: 3 clusters Score -653721.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -653757.562500 Penalty: 4204.176758
	Iteration 12Q: 3 clusters Score -653757.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -653780.750000 Penalty: 4204.176758
	Iteration 13Q: 3 clusters Score -653780.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -653797.687500 Penalty: 4204.176758
	Iteration 14Q: 3 clusters Score -653797.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -653807.062500 Penalty: 4204.176758
	Iteration 15Q: 3 clusters Score -653807.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -653815.125000 Penalty: 4204.176758
	Iteration 16Q: 3 clusters Score -653815.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -653826.000000 Penalty: 4204.176758
	Iteration 17Q: 3 clusters Score -653826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -653832.687500 Penalty: 4204.176758
	Iteration 18Q: 3 clusters Score -653832.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -653838.687500 Penalty: 4204.176758
	Iteration 19Q: 3 clusters Score -653838.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -653839.875000 Penalty: 4204.176758
	Iteration 20F: 3 clusters Score -653839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653843.500000 Penalty: 4204.176758
	Iteration 21Q: 3 clusters Score -653843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -653845.750000 Penalty: 4204.176758
	Iteration 22Q: 3 clusters Score -653845.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -653844.937500 Penalty: 4204.176758
	Iteration 23Q: 3 clusters Score -653844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653846.312500 Penalty: 4204.176758
	Iteration 24Q: 3 clusters Score -653846.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -653846.312500 Penalty: 4204.176758
	Iteration 25F: 3 clusters Score -653846.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -95844.015625 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -95844.02 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 442 members 
Entering Unmasked Estep 
Score: -94244.484375 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -94244.48 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94876.578125 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -94876.58 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -95502.023438 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -95502.02 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96088.312500 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -96088.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96219.000000 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -96219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -96320.546875 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -96320.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -96351.781250 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -96351.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -96370.203125 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -96370.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -96425.226562 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -96425.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -96453.796875 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -96453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -96518.648438 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -96518.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -96562.765625 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -96562.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -96603.593750 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -96603.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -96629.375000 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -96629.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96647.914062 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -96647.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96657.234375 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -96657.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96660.750000 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -96660.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96728.148438 Penalty: 3360.014893
	Iteration 17F: 3 clusters Score -96728.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96796.476562 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -96796.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96799.835938 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -96799.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -96804.054688 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -96804.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -96806.390625 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -96806.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -96806.390625 Penalty: 3360.014893
	Iteration 22F: 3 clusters Score -96806.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 665 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68749 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21618 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18892 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92028 members 
Mstep: Class 22 contains 36909 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63821 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11051 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54238 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26024 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 210 members 
Entering Unmasked Estep 
Score: -115071608.000000 Penalty: 175334.546875
Splitting cluster 3 changes total score from -115072192.000000 to -115071608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1011569.687500 Penalty: 2202.729736
	Iteration 0F: 2 clusters Score -1011570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1005658.062500 Penalty: 4405.459473
	Iteration 0F: 3 clusters Score -1005658 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1007361.000000 Penalty: 4405.459473
	Iteration 1F: 3 clusters Score -1007361 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1007703.000000 Penalty: 4405.459473
	Iteration 2F: 3 clusters Score -1007703 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1007921.312500 Penalty: 4405.459473
	Iteration 3F: 3 clusters Score -1007921 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1008078.000000 Penalty: 4405.459473
	Iteration 4Q: 3 clusters Score -1008078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1008211.750000 Penalty: 4405.459473
	Iteration 5Q: 3 clusters Score -1008212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1008320.000000 Penalty: 4405.459473
	Iteration 6Q: 3 clusters Score -1008320 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1008406.500000 Penalty: 4405.459473
	Iteration 7Q: 3 clusters Score -1008406 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1008489.125000 Penalty: 4405.459473
	Iteration 8Q: 3 clusters Score -1008489 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1008555.375000 Penalty: 4405.459473
	Iteration 9Q: 3 clusters Score -1008555 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1008605.500000 Penalty: 4405.459473
	Iteration 10Q: 3 clusters Score -1008606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1008645.125000 Penalty: 4405.459473
	Iteration 11Q: 3 clusters Score -1008645 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1008688.562500 Penalty: 4405.459473
	Iteration 12Q: 3 clusters Score -1008689 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1008726.312500 Penalty: 4405.459473
	Iteration 13Q: 3 clusters Score -1008726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1008759.687500 Penalty: 4405.459473
	Iteration 14Q: 3 clusters Score -1008760 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1008793.937500 Penalty: 4405.459473
	Iteration 15Q: 3 clusters Score -1008794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1008829.750000 Penalty: 4405.459473
	Iteration 16Q: 3 clusters Score -1008830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1008860.937500 Penalty: 4405.459473
	Iteration 17Q: 3 clusters Score -1008861 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1008893.375000 Penalty: 4405.459473
	Iteration 18Q: 3 clusters Score -1008893 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1008925.750000 Penalty: 4405.459473
	Iteration 19Q: 3 clusters Score -1008926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1008974.375000 Penalty: 4405.459473
	Iteration 20F: 3 clusters Score -1008974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1009023.125000 Penalty: 4405.459473
	Iteration 21Q: 3 clusters Score -1009023 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1009079.000000 Penalty: 4405.459473
	Iteration 22Q: 3 clusters Score -1009079 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1009143.125000 Penalty: 4405.459473
	Iteration 23Q: 3 clusters Score -1009143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1009245.062500 Penalty: 4405.459473
	Iteration 24Q: 3 clusters Score -1009245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1009404.875000 Penalty: 4405.459473
	Iteration 25Q: 3 clusters Score -1009405 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1009547.937500 Penalty: 4405.459473
	Iteration 26Q: 3 clusters Score -1009548 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1009665.625000 Penalty: 4405.459473
	Iteration 27Q: 3 clusters Score -1009666 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1009781.187500 Penalty: 4405.459473
	Iteration 28Q: 3 clusters Score -1009781 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1009905.750000 Penalty: 4405.459473
	Iteration 29Q: 3 clusters Score -1009906 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1010038.750000 Penalty: 4405.459473
	Iteration 30Q: 3 clusters Score -1010039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1010159.375000 Penalty: 4405.459473
	Iteration 31Q: 3 clusters Score -1010159 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1010249.000000 Penalty: 4405.459473
	Iteration 32Q: 3 clusters Score -1010249 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1010344.562500 Penalty: 4405.459473
	Iteration 33Q: 3 clusters Score -1010345 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1010461.500000 Penalty: 4405.459473
	Iteration 34Q: 3 clusters Score -1010462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1010568.625000 Penalty: 4405.459473
	Iteration 35Q: 3 clusters Score -1010569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1010651.125000 Penalty: 4405.459473
	Iteration 36Q: 3 clusters Score -1010651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1010723.750000 Penalty: 4405.459473
	Iteration 37Q: 3 clusters Score -1010724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1010783.937500 Penalty: 4405.459473
	Iteration 38Q: 3 clusters Score -1010784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1010829.187500 Penalty: 4405.459473
	Iteration 39Q: 3 clusters Score -1010829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1010912.625000 Penalty: 4405.459473
	Iteration 40F: 3 clusters Score -1010913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1010976.250000 Penalty: 4405.459473
	Iteration 41Q: 3 clusters Score -1010976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1011003.312500 Penalty: 4405.459473
	Iteration 42Q: 3 clusters Score -1011003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1011018.437500 Penalty: 4405.459473
	Iteration 43Q: 3 clusters Score -1011018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1011036.187500 Penalty: 4405.459473
	Iteration 44Q: 3 clusters Score -1011036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1011053.750000 Penalty: 4405.459473
	Iteration 45Q: 3 clusters Score -1011054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1011055.562500 Penalty: 4405.459473
	Iteration 46Q: 3 clusters Score -1011056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1011059.437500 Penalty: 4405.459473
	Iteration 47Q: 3 clusters Score -1011059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1011064.062500 Penalty: 4405.459473
	Iteration 48Q: 3 clusters Score -1011064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1011064.312500 Penalty: 4405.459473
	Iteration 49Q: 3 clusters Score -1011064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1011064.875000 Penalty: 4405.459473
	Iteration 50Q: 3 clusters Score -1011065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1011065.062500 Penalty: 4405.459473
	Iteration 51Q: 3 clusters Score -1011065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1011064.937500 Penalty: 4405.459473
	Iteration 52Q: 3 clusters Score -1011065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1011065.062500 Penalty: 4405.459473
	Iteration 53Q: 3 clusters Score -1011065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1011064.875000 Penalty: 4405.459473
	Iteration 54Q: 3 clusters Score -1011065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1011067.500000 Penalty: 4405.459473
	Iteration 55Q: 3 clusters Score -1011068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1011070.875000 Penalty: 4405.459473
	Iteration 56Q: 3 clusters Score -1011071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1011070.937500 Penalty: 4405.459473
	Iteration 57Q: 3 clusters Score -1011071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1011071.625000 Penalty: 4405.459473
	Iteration 58Q: 3 clusters Score -1011072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1011071.625000 Penalty: 4405.459473
	Iteration 59F: 3 clusters Score -1011072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -1743552.000000 Penalty: 2324.559570
	Iteration 0F: 2 clusters Score -1743552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1734778.875000 Penalty: 4649.119141
	Iteration 0F: 3 clusters Score -1734779 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1737460.250000 Penalty: 4649.119141
	Iteration 1F: 3 clusters Score -1737460 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1737874.875000 Penalty: 4649.119141
	Iteration 2F: 3 clusters Score -1737875 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1738214.875000 Penalty: 4649.119141
	Iteration 3F: 3 clusters Score -1738215 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1738552.750000 Penalty: 4649.119141
	Iteration 4F: 3 clusters Score -1738553 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1738865.500000 Penalty: 4649.119141
	Iteration 5Q: 3 clusters Score -1738866 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1739223.000000 Penalty: 4649.119141
	Iteration 6Q: 3 clusters Score -1739223 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1739570.000000 Penalty: 4649.119141
	Iteration 7Q: 3 clusters Score -1739570 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1739820.250000 Penalty: 4649.119141
	Iteration 8Q: 3 clusters Score -1739820 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1739991.625000 Penalty: 4649.119141
	Iteration 9Q: 3 clusters Score -1739992 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1740105.375000 Penalty: 4649.119141
	Iteration 10Q: 3 clusters Score -1740105 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1740183.750000 Penalty: 4649.119141
	Iteration 11Q: 3 clusters Score -1740184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1740240.750000 Penalty: 4649.119141
	Iteration 12Q: 3 clusters Score -1740241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1740291.000000 Penalty: 4649.119141
	Iteration 13Q: 3 clusters Score -1740291 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1740334.500000 Penalty: 4649.119141
	Iteration 14Q: 3 clusters Score -1740334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1740362.750000 Penalty: 4649.119141
	Iteration 15Q: 3 clusters Score -1740363 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1740399.375000 Penalty: 4649.119141
	Iteration 16Q: 3 clusters Score -1740399 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1740450.125000 Penalty: 4649.119141
	Iteration 17Q: 3 clusters Score -1740450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1740490.875000 Penalty: 4649.119141
	Iteration 18Q: 3 clusters Score -1740491 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1740522.500000 Penalty: 4649.119141
	Iteration 19Q: 3 clusters Score -1740522 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1740565.125000 Penalty: 4649.119141
	Iteration 20F: 3 clusters Score -1740565 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1740609.625000 Penalty: 4649.119141
	Iteration 21Q: 3 clusters Score -1740610 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1740638.875000 Penalty: 4649.119141
	Iteration 22Q: 3 clusters Score -1740639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1740672.750000 Penalty: 4649.119141
	Iteration 23Q: 3 clusters Score -1740673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1740716.125000 Penalty: 4649.119141
	Iteration 24Q: 3 clusters Score -1740716 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1740755.000000 Penalty: 4649.119141
	Iteration 25Q: 3 clusters Score -1740755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1740795.625000 Penalty: 4649.119141
	Iteration 26Q: 3 clusters Score -1740796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1740830.625000 Penalty: 4649.119141
	Iteration 27Q: 3 clusters Score -1740831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1740878.125000 Penalty: 4649.119141
	Iteration 28Q: 3 clusters Score -1740878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1740928.000000 Penalty: 4649.119141
	Iteration 29Q: 3 clusters Score -1740928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1740974.625000 Penalty: 4649.119141
	Iteration 30Q: 3 clusters Score -1740975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1741019.500000 Penalty: 4649.119141
	Iteration 31Q: 3 clusters Score -1741020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1741053.750000 Penalty: 4649.119141
	Iteration 32Q: 3 clusters Score -1741054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1741089.000000 Penalty: 4649.119141
	Iteration 33Q: 3 clusters Score -1741089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1741128.375000 Penalty: 4649.119141
	Iteration 34Q: 3 clusters Score -1741128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1741163.250000 Penalty: 4649.119141
	Iteration 35Q: 3 clusters Score -1741163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1741192.750000 Penalty: 4649.119141
	Iteration 36Q: 3 clusters Score -1741193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1741214.875000 Penalty: 4649.119141
	Iteration 37Q: 3 clusters Score -1741215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1741235.875000 Penalty: 4649.119141
	Iteration 38Q: 3 clusters Score -1741236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1741254.250000 Penalty: 4649.119141
	Iteration 39Q: 3 clusters Score -1741254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1741277.750000 Penalty: 4649.119141
	Iteration 40F: 3 clusters Score -1741278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1741295.375000 Penalty: 4649.119141
	Iteration 41Q: 3 clusters Score -1741295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1741325.250000 Penalty: 4649.119141
	Iteration 42Q: 3 clusters Score -1741325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1741342.625000 Penalty: 4649.119141
	Iteration 43Q: 3 clusters Score -1741343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1741365.500000 Penalty: 4649.119141
	Iteration 44Q: 3 clusters Score -1741366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1741397.500000 Penalty: 4649.119141
	Iteration 45Q: 3 clusters Score -1741398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1741418.125000 Penalty: 4649.119141
	Iteration 46Q: 3 clusters Score -1741418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1741430.250000 Penalty: 4649.119141
	Iteration 47Q: 3 clusters Score -1741430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1741442.000000 Penalty: 4649.119141
	Iteration 48Q: 3 clusters Score -1741442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1741456.000000 Penalty: 4649.119141
	Iteration 49Q: 3 clusters Score -1741456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1741467.375000 Penalty: 4649.119141
	Iteration 50Q: 3 clusters Score -1741467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1741481.375000 Penalty: 4649.119141
	Iteration 51Q: 3 clusters Score -1741481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1741490.500000 Penalty: 4649.119141
	Iteration 52Q: 3 clusters Score -1741490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1741502.625000 Penalty: 4649.119141
	Iteration 53Q: 3 clusters Score -1741503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1741510.375000 Penalty: 4649.119141
	Iteration 54Q: 3 clusters Score -1741510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1741516.500000 Penalty: 4649.119141
	Iteration 55Q: 3 clusters Score -1741516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1741531.250000 Penalty: 4649.119141
	Iteration 56Q: 3 clusters Score -1741531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1741541.875000 Penalty: 4649.119141
	Iteration 57Q: 3 clusters Score -1741542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1741545.375000 Penalty: 4649.119141
	Iteration 58Q: 3 clusters Score -1741545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1741545.250000 Penalty: 4649.119141
	Iteration 59Q: 3 clusters Score -1741545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1741551.375000 Penalty: 4649.119141
	Iteration 60F: 3 clusters Score -1741551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1741552.500000 Penalty: 4649.119141
	Iteration 61Q: 3 clusters Score -1741552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1741562.250000 Penalty: 4649.119141
	Iteration 62Q: 3 clusters Score -1741562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1741566.000000 Penalty: 4649.119141
	Iteration 63Q: 3 clusters Score -1741566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1741570.375000 Penalty: 4649.119141
	Iteration 64Q: 3 clusters Score -1741570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1741570.125000 Penalty: 4649.119141
	Iteration 65Q: 3 clusters Score -1741570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1741571.000000 Penalty: 4649.119141
	Iteration 66Q: 3 clusters Score -1741571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1741571.000000 Penalty: 4649.119141
	Iteration 67F: 3 clusters Score -1741571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Entering Unmasked Estep 
Score: -5579786.500000 Penalty: 2610.227783
	Iteration 0F: 2 clusters Score -5579786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -5554495.000000 Penalty: 5220.455566
	Iteration 0F: 3 clusters Score -5554495 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5563774.000000 Penalty: 5220.455566
	Iteration 1F: 3 clusters Score -5563774 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -5564253.000000 Penalty: 5220.455566
	Iteration 2Q: 3 clusters Score -5564253 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -5564688.500000 Penalty: 5220.455566
	Iteration 3Q: 3 clusters Score -5564688 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5565165.000000 Penalty: 5220.455566
	Iteration 4Q: 3 clusters Score -5565165 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -5565765.500000 Penalty: 5220.455566
	Iteration 5Q: 3 clusters Score -5565766 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5566607.000000 Penalty: 5220.455566
	Iteration 6Q: 3 clusters Score -5566607 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -5567534.000000 Penalty: 5220.455566
	Iteration 7F: 3 clusters Score -5567534 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -5568624.000000 Penalty: 5220.455566
	Iteration 8F: 3 clusters Score -5568624 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -5569715.000000 Penalty: 5220.455566
	Iteration 9F: 3 clusters Score -5569715 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -5570696.500000 Penalty: 5220.455566
	Iteration 10F: 3 clusters Score -5570696 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -5571489.500000 Penalty: 5220.455566
	Iteration 11Q: 3 clusters Score -5571490 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5572130.000000 Penalty: 5220.455566
	Iteration 12Q: 3 clusters Score -5572130 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5572769.000000 Penalty: 5220.455566
	Iteration 13Q: 3 clusters Score -5572769 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5573343.500000 Penalty: 5220.455566
	Iteration 14Q: 3 clusters Score -5573344 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5574000.000000 Penalty: 5220.455566
	Iteration 15Q: 3 clusters Score -5574000 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5574760.500000 Penalty: 5220.455566
	Iteration 16Q: 3 clusters Score -5574760 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -5575419.000000 Penalty: 5220.455566
	Iteration 17Q: 3 clusters Score -5575419 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -5575994.500000 Penalty: 5220.455566
	Iteration 18Q: 3 clusters Score -5575994 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5576363.000000 Penalty: 5220.455566
	Iteration 19Q: 3 clusters Score -5576363 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5576617.500000 Penalty: 5220.455566
	Iteration 20F: 3 clusters Score -5576618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -5576851.000000 Penalty: 5220.455566
	Iteration 21Q: 3 clusters Score -5576851 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5577011.500000 Penalty: 5220.455566
	Iteration 22Q: 3 clusters Score -5577012 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5577146.000000 Penalty: 5220.455566
	Iteration 23Q: 3 clusters Score -5577146 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5577285.500000 Penalty: 5220.455566
	Iteration 24Q: 3 clusters Score -5577286 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5577370.500000 Penalty: 5220.455566
	Iteration 25Q: 3 clusters Score -5577370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5577423.500000 Penalty: 5220.455566
	Iteration 26Q: 3 clusters Score -5577424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5577454.500000 Penalty: 5220.455566
	Iteration 27Q: 3 clusters Score -5577454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5577488.000000 Penalty: 5220.455566
	Iteration 28Q: 3 clusters Score -5577488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5577501.000000 Penalty: 5220.455566
	Iteration 29Q: 3 clusters Score -5577501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5577519.500000 Penalty: 5220.455566
	Iteration 30Q: 3 clusters Score -5577520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5577528.000000 Penalty: 5220.455566
	Iteration 31Q: 3 clusters Score -5577528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5577533.500000 Penalty: 5220.455566
	Iteration 32Q: 3 clusters Score -5577534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5577538.500000 Penalty: 5220.455566
	Iteration 33Q: 3 clusters Score -5577538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5577556.000000 Penalty: 5220.455566
	Iteration 34Q: 3 clusters Score -5577556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5577569.000000 Penalty: 5220.455566
	Iteration 35Q: 3 clusters Score -5577569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5577578.000000 Penalty: 5220.455566
	Iteration 36Q: 3 clusters Score -5577578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5577595.500000 Penalty: 5220.455566
	Iteration 37Q: 3 clusters Score -5577596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5577598.500000 Penalty: 5220.455566
	Iteration 38Q: 3 clusters Score -5577598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5577596.000000 Penalty: 5220.455566
	Iteration 39Q: 3 clusters Score -5577596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5577593.000000 Penalty: 5220.455566
	Iteration 40F: 3 clusters Score -5577593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5577589.500000 Penalty: 5220.455566
	Iteration 41Q: 3 clusters Score -5577590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5577601.000000 Penalty: 5220.455566
	Iteration 42Q: 3 clusters Score -5577601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5577600.500000 Penalty: 5220.455566
	Iteration 43Q: 3 clusters Score -5577600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5577600.000000 Penalty: 5220.455566
	Iteration 44Q: 3 clusters Score -5577600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5577600.000000 Penalty: 5220.455566
	Iteration 45F: 3 clusters Score -5577600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Entering Unmasked Estep 
Score: -1201644.125000 Penalty: 2244.937012
	Iteration 0F: 2 clusters Score -1201644 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 4250 members 
Entering Unmasked Estep 
Score: -1194892.500000 Penalty: 4489.874023
	Iteration 0F: 3 clusters Score -1194892 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1196934.000000 Penalty: 4489.874023
	Iteration 1F: 3 clusters Score -1196934 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1197328.625000 Penalty: 4489.874023
	Iteration 2F: 3 clusters Score -1197329 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1197669.375000 Penalty: 4489.874023
	Iteration 3F: 3 clusters Score -1197669 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1197970.875000 Penalty: 4489.874023
	Iteration 4F: 3 clusters Score -1197971 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1198307.375000 Penalty: 4489.874023
	Iteration 5F: 3 clusters Score -1198307 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1198622.875000 Penalty: 4489.874023
	Iteration 6Q: 3 clusters Score -1198623 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1198922.625000 Penalty: 4489.874023
	Iteration 7Q: 3 clusters Score -1198923 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1199215.250000 Penalty: 4489.874023
	Iteration 8Q: 3 clusters Score -1199215 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1199473.375000 Penalty: 4489.874023
	Iteration 9Q: 3 clusters Score -1199473 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1199682.250000 Penalty: 4489.874023
	Iteration 10Q: 3 clusters Score -1199682 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1199832.250000 Penalty: 4489.874023
	Iteration 11Q: 3 clusters Score -1199832 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1199947.750000 Penalty: 4489.874023
	Iteration 12Q: 3 clusters Score -1199948 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1200018.375000 Penalty: 4489.874023
	Iteration 13Q: 3 clusters Score -1200018 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1200080.250000 Penalty: 4489.874023
	Iteration 14Q: 3 clusters Score -1200080 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1200133.625000 Penalty: 4489.874023
	Iteration 15Q: 3 clusters Score -1200134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1200196.500000 Penalty: 4489.874023
	Iteration 16Q: 3 clusters Score -1200196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1200269.250000 Penalty: 4489.874023
	Iteration 17Q: 3 clusters Score -1200269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1200327.500000 Penalty: 4489.874023
	Iteration 18Q: 3 clusters Score -1200328 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1200370.250000 Penalty: 4489.874023
	Iteration 19Q: 3 clusters Score -1200370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1200406.875000 Penalty: 4489.874023
	Iteration 20F: 3 clusters Score -1200407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1200434.125000 Penalty: 4489.874023
	Iteration 21Q: 3 clusters Score -1200434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1200456.375000 Penalty: 4489.874023
	Iteration 22Q: 3 clusters Score -1200456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1200468.750000 Penalty: 4489.874023
	Iteration 23Q: 3 clusters Score -1200469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1200476.250000 Penalty: 4489.874023
	Iteration 24Q: 3 clusters Score -1200476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1200484.625000 Penalty: 4489.874023
	Iteration 25Q: 3 clusters Score -1200485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1200487.250000 Penalty: 4489.874023
	Iteration 26Q: 3 clusters Score -1200487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1200494.750000 Penalty: 4489.874023
	Iteration 27Q: 3 clusters Score -1200495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1200494.125000 Penalty: 4489.874023
	Iteration 28Q: 3 clusters Score -1200494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1200499.375000 Penalty: 4489.874023
	Iteration 29Q: 3 clusters Score -1200499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1200502.750000 Penalty: 4489.874023
	Iteration 30Q: 3 clusters Score -1200503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1200503.500000 Penalty: 4489.874023
	Iteration 31Q: 3 clusters Score -1200504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1200513.750000 Penalty: 4489.874023
	Iteration 32Q: 3 clusters Score -1200514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1200515.750000 Penalty: 4489.874023
	Iteration 33Q: 3 clusters Score -1200516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1200522.000000 Penalty: 4489.874023
	Iteration 34Q: 3 clusters Score -1200522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1200525.250000 Penalty: 4489.874023
	Iteration 35Q: 3 clusters Score -1200525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1200528.125000 Penalty: 4489.874023
	Iteration 36Q: 3 clusters Score -1200528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1200530.750000 Penalty: 4489.874023
	Iteration 37Q: 3 clusters Score -1200531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1200534.250000 Penalty: 4489.874023
	Iteration 38Q: 3 clusters Score -1200534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1200540.000000 Penalty: 4489.874023
	Iteration 39Q: 3 clusters Score -1200540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1200546.375000 Penalty: 4489.874023
	Iteration 40F: 3 clusters Score -1200546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1200548.625000 Penalty: 4489.874023
	Iteration 41Q: 3 clusters Score -1200549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1200553.625000 Penalty: 4489.874023
	Iteration 42Q: 3 clusters Score -1200554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1200558.375000 Penalty: 4489.874023
	Iteration 43Q: 3 clusters Score -1200558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1200554.375000 Penalty: 4489.874023
	Iteration 44Q: 3 clusters Score -1200554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1200555.875000 Penalty: 4489.874023
	Iteration 45Q: 3 clusters Score -1200556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1200557.250000 Penalty: 4489.874023
	Iteration 46Q: 3 clusters Score -1200557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1200555.875000 Penalty: 4489.874023
	Iteration 47Q: 3 clusters Score -1200556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1200557.000000 Penalty: 4489.874023
	Iteration 48Q: 3 clusters Score -1200557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1200557.125000 Penalty: 4489.874023
	Iteration 49Q: 3 clusters Score -1200557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1200557.625000 Penalty: 4489.874023
	Iteration 50Q: 3 clusters Score -1200558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1200557.250000 Penalty: 4489.874023
	Iteration 51Q: 3 clusters Score -1200557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1200557.250000 Penalty: 4489.874023
	Iteration 52F: 3 clusters Score -1200557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -518366.468750 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -518366.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -514581.656250 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -514581.7 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -515516.906250 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -515516.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -515836.062500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -515836.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -516043.875000 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -516043.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -516189.937500 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -516189.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -516297.000000 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -516297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -516381.750000 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -516381.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -516467.468750 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -516467.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -516550.656250 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -516550.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -516635.468750 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -516635.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -516712.625000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -516712.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -516784.281250 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -516784.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -516846.812500 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -516846.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -516884.125000 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -516884.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -516910.343750 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -516910.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -516933.500000 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -516933.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -516953.312500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -516953.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -516971.187500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -516971.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -516984.906250 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -516984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -517000.375000 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -517000.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -517019.281250 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -517019.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -517036.000000 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -517036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -517046.312500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -517046.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -517056.312500 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -517056.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -517068.625000 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -517068.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -517080.812500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -517080.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -517093.812500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -517093.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -517104.906250 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -517104.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -517114.281250 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -517114.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -517120.343750 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -517120.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -517124.375000 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -517124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -517126.562500 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -517126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -517128.468750 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -517128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -517128.906250 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -517128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -517132.281250 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -517132.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -517133.562500 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -517133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -517134.031250 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -517134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -517135.343750 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -517135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -517136.218750 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -517136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -517137.968750 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -517138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -517139.812500 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -517139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -517141.406250 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -517141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -517142.687500 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -517142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -517144.500000 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -517144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -517145.250000 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -517145.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -517147.781250 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -517147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -517149.687500 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -517149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -517149.500000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -517149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -517149.500000 Penalty: 4091.140625
	Iteration 48F: 3 clusters Score -517149.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Entering Unmasked Estep 
Score: -9711189.000000 Penalty: 2762.278076
	Iteration 0F: 2 clusters Score -9711189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -9665359.000000 Penalty: 5524.556152
	Iteration 0F: 3 clusters Score -9665359 nChanged 31974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -9684189.000000 Penalty: 5524.556152
	Iteration 1F: 3 clusters Score -9684189 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -9685631.000000 Penalty: 5524.556152
	Iteration 2F: 3 clusters Score -9685631 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -9687303.000000 Penalty: 5524.556152
	Iteration 3F: 3 clusters Score -9687303 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -9689161.000000 Penalty: 5524.556152
	Iteration 4F: 3 clusters Score -9689161 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -9690871.000000 Penalty: 5524.556152
	Iteration 5F: 3 clusters Score -9690871 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -9692676.000000 Penalty: 5524.556152
	Iteration 6F: 3 clusters Score -9692676 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -9694348.000000 Penalty: 5524.556152
	Iteration 7F: 3 clusters Score -9694348 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -9695861.000000 Penalty: 5524.556152
	Iteration 8Q: 3 clusters Score -9695861 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -9697382.000000 Penalty: 5524.556152
	Iteration 9Q: 3 clusters Score -9697382 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -9699099.000000 Penalty: 5524.556152
	Iteration 10Q: 3 clusters Score -9699099 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -9700912.000000 Penalty: 5524.556152
	Iteration 11Q: 3 clusters Score -9700912 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -9702781.000000 Penalty: 5524.556152
	Iteration 12Q: 3 clusters Score -9702781 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -9704606.000000 Penalty: 5524.556152
	Iteration 13Q: 3 clusters Score -9704606 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -9706263.000000 Penalty: 5524.556152
	Iteration 14Q: 3 clusters Score -9706263 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -9707530.000000 Penalty: 5524.556152
	Iteration 15Q: 3 clusters Score -9707530 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -9708485.000000 Penalty: 5524.556152
	Iteration 16Q: 3 clusters Score -9708485 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9709113.000000 Penalty: 5524.556152
	Iteration 17Q: 3 clusters Score -9709113 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9709524.000000 Penalty: 5524.556152
	Iteration 18Q: 3 clusters Score -9709524 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9709770.000000 Penalty: 5524.556152
	Iteration 19Q: 3 clusters Score -9709770 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9709905.000000 Penalty: 5524.556152
	Iteration 20F: 3 clusters Score -9709905 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9710000.000000 Penalty: 5524.556152
	Iteration 21Q: 3 clusters Score -9710000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9710037.000000 Penalty: 5524.556152
	Iteration 22Q: 3 clusters Score -9710037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9710079.000000 Penalty: 5524.556152
	Iteration 23Q: 3 clusters Score -9710079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66987 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9710112.000000 Penalty: 5524.556152
	Iteration 24Q: 3 clusters Score -9710112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9710141.000000 Penalty: 5524.556152
	Iteration 25Q: 3 clusters Score -9710141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9710153.000000 Penalty: 5524.556152
	Iteration 26Q: 3 clusters Score -9710153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9710151.000000 Penalty: 5524.556152
	Iteration 27Q: 3 clusters Score -9710151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9710157.000000 Penalty: 5524.556152
	Iteration 28Q: 3 clusters Score -9710157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9710161.000000 Penalty: 5524.556152
	Iteration 29Q: 3 clusters Score -9710161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9710168.000000 Penalty: 5524.556152
	Iteration 30Q: 3 clusters Score -9710168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9710170.000000 Penalty: 5524.556152
	Iteration 31Q: 3 clusters Score -9710170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9710172.000000 Penalty: 5524.556152
	Iteration 32Q: 3 clusters Score -9710172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67202 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9710183.000000 Penalty: 5524.556152
	Iteration 33Q: 3 clusters Score -9710183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9710182.000000 Penalty: 5524.556152
	Iteration 34Q: 3 clusters Score -9710182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9710188.000000 Penalty: 5524.556152
	Iteration 35Q: 3 clusters Score -9710188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67226 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9710184.000000 Penalty: 5524.556152
	Iteration 36Q: 3 clusters Score -9710184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67228 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9710183.000000 Penalty: 5524.556152
	Iteration 37Q: 3 clusters Score -9710183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9710184.000000 Penalty: 5524.556152
	Iteration 38Q: 3 clusters Score -9710184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9710184.000000 Penalty: 5524.556152
	Iteration 39F: 3 clusters Score -9710184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Entering Unmasked Estep 
Score: -1141643.125000 Penalty: 2220.663086
	Iteration 0F: 2 clusters Score -1141643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1135396.000000 Penalty: 4441.326172
	Iteration 0F: 3 clusters Score -1135396 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1137127.250000 Penalty: 4441.326172
	Iteration 1F: 3 clusters Score -1137127 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1137441.500000 Penalty: 4441.326172
	Iteration 2F: 3 clusters Score -1137442 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1137694.000000 Penalty: 4441.326172
	Iteration 3F: 3 clusters Score -1137694 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1137940.125000 Penalty: 4441.326172
	Iteration 4Q: 3 clusters Score -1137940 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1138180.250000 Penalty: 4441.326172
	Iteration 5F: 3 clusters Score -1138180 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1138392.750000 Penalty: 4441.326172
	Iteration 6Q: 3 clusters Score -1138393 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1138574.250000 Penalty: 4441.326172
	Iteration 7Q: 3 clusters Score -1138574 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1138757.875000 Penalty: 4441.326172
	Iteration 8Q: 3 clusters Score -1138758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1138944.375000 Penalty: 4441.326172
	Iteration 9Q: 3 clusters Score -1138944 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1139094.000000 Penalty: 4441.326172
	Iteration 10Q: 3 clusters Score -1139094 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1139220.250000 Penalty: 4441.326172
	Iteration 11Q: 3 clusters Score -1139220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1139306.375000 Penalty: 4441.326172
	Iteration 12Q: 3 clusters Score -1139306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1139384.125000 Penalty: 4441.326172
	Iteration 13Q: 3 clusters Score -1139384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1139443.500000 Penalty: 4441.326172
	Iteration 14Q: 3 clusters Score -1139444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1139492.250000 Penalty: 4441.326172
	Iteration 15Q: 3 clusters Score -1139492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1139532.750000 Penalty: 4441.326172
	Iteration 16Q: 3 clusters Score -1139533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1139570.875000 Penalty: 4441.326172
	Iteration 17Q: 3 clusters Score -1139571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1139608.750000 Penalty: 4441.326172
	Iteration 18Q: 3 clusters Score -1139609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1139650.250000 Penalty: 4441.326172
	Iteration 19Q: 3 clusters Score -1139650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1139690.625000 Penalty: 4441.326172
	Iteration 20F: 3 clusters Score -1139691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1139720.375000 Penalty: 4441.326172
	Iteration 21Q: 3 clusters Score -1139720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1139749.000000 Penalty: 4441.326172
	Iteration 22Q: 3 clusters Score -1139749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1139772.250000 Penalty: 4441.326172
	Iteration 23Q: 3 clusters Score -1139772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1139803.625000 Penalty: 4441.326172
	Iteration 24Q: 3 clusters Score -1139804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1139829.000000 Penalty: 4441.326172
	Iteration 25Q: 3 clusters Score -1139829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1139851.000000 Penalty: 4441.326172
	Iteration 26Q: 3 clusters Score -1139851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1139870.000000 Penalty: 4441.326172
	Iteration 27Q: 3 clusters Score -1139870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1139882.500000 Penalty: 4441.326172
	Iteration 28Q: 3 clusters Score -1139882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1139892.500000 Penalty: 4441.326172
	Iteration 29Q: 3 clusters Score -1139892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1139902.500000 Penalty: 4441.326172
	Iteration 30Q: 3 clusters Score -1139902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1139910.750000 Penalty: 4441.326172
	Iteration 31Q: 3 clusters Score -1139911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1139917.875000 Penalty: 4441.326172
	Iteration 32Q: 3 clusters Score -1139918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1139928.125000 Penalty: 4441.326172
	Iteration 33Q: 3 clusters Score -1139928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1139939.125000 Penalty: 4441.326172
	Iteration 34Q: 3 clusters Score -1139939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1139940.375000 Penalty: 4441.326172
	Iteration 35Q: 3 clusters Score -1139940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1139941.375000 Penalty: 4441.326172
	Iteration 36Q: 3 clusters Score -1139941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1139948.250000 Penalty: 4441.326172
	Iteration 37Q: 3 clusters Score -1139948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1139949.625000 Penalty: 4441.326172
	Iteration 38Q: 3 clusters Score -1139950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1139950.750000 Penalty: 4441.326172
	Iteration 39Q: 3 clusters Score -1139951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1139950.750000 Penalty: 4441.326172
	Iteration 40F: 3 clusters Score -1139951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1139950.875000 Penalty: 4441.326172
	Iteration 41Q: 3 clusters Score -1139951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1139954.875000 Penalty: 4441.326172
	Iteration 42Q: 3 clusters Score -1139955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1139954.875000 Penalty: 4441.326172
	Iteration 43F: 3 clusters Score -1139955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -202695.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -202695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200470.765625 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -200470.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -200828.625000 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -200828.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200922.828125 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -200922.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -200977.765625 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -200977.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -201014.750000 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -201014.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201039.359375 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -201039.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201054.609375 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -201054.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201060.796875 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -201060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201063.765625 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -201063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -201067.953125 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -201068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -201074.843750 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -201074.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201083.281250 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -201083.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201095.640625 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -201095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201103.265625 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -201103.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -201114.265625 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -201114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -201123.250000 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -201123.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201126.140625 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -201126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -201132.187500 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -201132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -201134.015625 Penalty: 3594.198486
	Iteration 18Q: 3 clusters Score -201134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -201134.015625 Penalty: 3594.198486
	Iteration 19F: 3 clusters Score -201134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -1263844.875000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -1263845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1257100.375000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -1257100 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1258997.125000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -1258997 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1259335.500000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -1259336 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1259629.500000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -1259630 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1259997.875000 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -1259998 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1260372.125000 Penalty: 4486.609375
	Iteration 5F: 3 clusters Score -1260372 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1260699.250000 Penalty: 4486.609375
	Iteration 6F: 3 clusters Score -1260699 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1260995.250000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -1260995 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1261237.625000 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -1261238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1261387.125000 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -1261387 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1261537.875000 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -1261538 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1261662.125000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -1261662 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1261792.500000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -1261792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1261935.875000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -1261936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1262034.250000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -1262034 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1262131.750000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -1262132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1262242.375000 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -1262242 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1262312.500000 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -1262312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1262373.375000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -1262373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1262423.875000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -1262424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1262459.250000 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -1262459 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1262482.625000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -1262483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1262504.500000 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -1262504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1262513.750000 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -1262514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1262527.000000 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -1262527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1262531.500000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -1262532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1262533.375000 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -1262533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1262537.500000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -1262538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1262537.250000 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -1262537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1262539.625000 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -1262540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1262540.875000 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -1262541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1262540.125000 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -1262540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1262540.125000 Penalty: 4486.609375
	Iteration 32F: 3 clusters Score -1262540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Entering Unmasked Estep 
Score: -2950147.500000 Penalty: 2456.077393
	Iteration 0F: 2 clusters Score -2950148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2936088.250000 Penalty: 4912.154785
	Iteration 0F: 3 clusters Score -2936088 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2940799.500000 Penalty: 4912.154785
	Iteration 1F: 3 clusters Score -2940800 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2941285.000000 Penalty: 4912.154785
	Iteration 2F: 3 clusters Score -2941285 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -2941618.750000 Penalty: 4912.154785
	Iteration 3Q: 3 clusters Score -2941619 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2941902.250000 Penalty: 4912.154785
	Iteration 4Q: 3 clusters Score -2941902 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2942199.500000 Penalty: 4912.154785
	Iteration 5Q: 3 clusters Score -2942200 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2942557.000000 Penalty: 4912.154785
	Iteration 6Q: 3 clusters Score -2942557 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2942927.750000 Penalty: 4912.154785
	Iteration 7Q: 3 clusters Score -2942928 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2943311.500000 Penalty: 4912.154785
	Iteration 8Q: 3 clusters Score -2943312 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2943755.750000 Penalty: 4912.154785
	Iteration 9Q: 3 clusters Score -2943756 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2944221.250000 Penalty: 4912.154785
	Iteration 10Q: 3 clusters Score -2944221 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2944660.250000 Penalty: 4912.154785
	Iteration 11Q: 3 clusters Score -2944660 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -2945039.250000 Penalty: 4912.154785
	Iteration 12Q: 3 clusters Score -2945039 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2945390.500000 Penalty: 4912.154785
	Iteration 13Q: 3 clusters Score -2945390 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2945708.250000 Penalty: 4912.154785
	Iteration 14Q: 3 clusters Score -2945708 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2945990.500000 Penalty: 4912.154785
	Iteration 15Q: 3 clusters Score -2945990 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2946266.250000 Penalty: 4912.154785
	Iteration 16Q: 3 clusters Score -2946266 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2946530.250000 Penalty: 4912.154785
	Iteration 17Q: 3 clusters Score -2946530 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2946715.250000 Penalty: 4912.154785
	Iteration 18Q: 3 clusters Score -2946715 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2946883.250000 Penalty: 4912.154785
	Iteration 19Q: 3 clusters Score -2946883 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2947003.000000 Penalty: 4912.154785
	Iteration 20F: 3 clusters Score -2947003 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2947113.750000 Penalty: 4912.154785
	Iteration 21Q: 3 clusters Score -2947114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2947229.250000 Penalty: 4912.154785
	Iteration 22Q: 3 clusters Score -2947229 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2947335.000000 Penalty: 4912.154785
	Iteration 23Q: 3 clusters Score -2947335 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2947415.500000 Penalty: 4912.154785
	Iteration 24Q: 3 clusters Score -2947416 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2947485.500000 Penalty: 4912.154785
	Iteration 25Q: 3 clusters Score -2947486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2947557.500000 Penalty: 4912.154785
	Iteration 26Q: 3 clusters Score -2947558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2947608.500000 Penalty: 4912.154785
	Iteration 27Q: 3 clusters Score -2947608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2947656.000000 Penalty: 4912.154785
	Iteration 28Q: 3 clusters Score -2947656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2947708.000000 Penalty: 4912.154785
	Iteration 29Q: 3 clusters Score -2947708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2947750.500000 Penalty: 4912.154785
	Iteration 30Q: 3 clusters Score -2947750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2947792.000000 Penalty: 4912.154785
	Iteration 31Q: 3 clusters Score -2947792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2947823.500000 Penalty: 4912.154785
	Iteration 32Q: 3 clusters Score -2947824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2947861.750000 Penalty: 4912.154785
	Iteration 33Q: 3 clusters Score -2947862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2947897.250000 Penalty: 4912.154785
	Iteration 34Q: 3 clusters Score -2947897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2947934.000000 Penalty: 4912.154785
	Iteration 35Q: 3 clusters Score -2947934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2947958.250000 Penalty: 4912.154785
	Iteration 36Q: 3 clusters Score -2947958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2947979.500000 Penalty: 4912.154785
	Iteration 37Q: 3 clusters Score -2947980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2948015.000000 Penalty: 4912.154785
	Iteration 38Q: 3 clusters Score -2948015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2948039.750000 Penalty: 4912.154785
	Iteration 39Q: 3 clusters Score -2948040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2948060.750000 Penalty: 4912.154785
	Iteration 40F: 3 clusters Score -2948061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2948076.500000 Penalty: 4912.154785
	Iteration 41Q: 3 clusters Score -2948076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2948100.500000 Penalty: 4912.154785
	Iteration 42Q: 3 clusters Score -2948100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2948118.750000 Penalty: 4912.154785
	Iteration 43Q: 3 clusters Score -2948119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2948148.250000 Penalty: 4912.154785
	Iteration 44Q: 3 clusters Score -2948148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2948160.750000 Penalty: 4912.154785
	Iteration 45Q: 3 clusters Score -2948161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2948171.250000 Penalty: 4912.154785
	Iteration 46Q: 3 clusters Score -2948171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2948180.250000 Penalty: 4912.154785
	Iteration 47Q: 3 clusters Score -2948180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2948186.500000 Penalty: 4912.154785
	Iteration 48Q: 3 clusters Score -2948186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2948202.500000 Penalty: 4912.154785
	Iteration 49Q: 3 clusters Score -2948202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2948216.250000 Penalty: 4912.154785
	Iteration 50Q: 3 clusters Score -2948216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2948223.500000 Penalty: 4912.154785
	Iteration 51Q: 3 clusters Score -2948224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2948223.250000 Penalty: 4912.154785
	Iteration 52Q: 3 clusters Score -2948223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2948229.000000 Penalty: 4912.154785
	Iteration 53Q: 3 clusters Score -2948229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2948232.000000 Penalty: 4912.154785
	Iteration 54Q: 3 clusters Score -2948232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2948235.500000 Penalty: 4912.154785
	Iteration 55Q: 3 clusters Score -2948236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2948236.750000 Penalty: 4912.154785
	Iteration 56Q: 3 clusters Score -2948237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2948243.500000 Penalty: 4912.154785
	Iteration 57Q: 3 clusters Score -2948244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2948246.250000 Penalty: 4912.154785
	Iteration 58Q: 3 clusters Score -2948246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2948245.250000 Penalty: 4912.154785
	Iteration 59Q: 3 clusters Score -2948245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2948245.500000 Penalty: 4912.154785
	Iteration 60F: 3 clusters Score -2948246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2948245.500000 Penalty: 4912.154785
	Iteration 61Q: 3 clusters Score -2948246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2948245.250000 Penalty: 4912.154785
	Iteration 62Q: 3 clusters Score -2948245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2948245.250000 Penalty: 4912.154785
	Iteration 63F: 3 clusters Score -2948245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Entering Unmasked Estep 
Score: -1663509.750000 Penalty: 2313.903076
	Iteration 0F: 2 clusters Score -1663510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1655045.375000 Penalty: 4627.806152
	Iteration 0F: 3 clusters Score -1655045 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1657573.000000 Penalty: 4627.806152
	Iteration 1F: 3 clusters Score -1657573 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1657947.500000 Penalty: 4627.806152
	Iteration 2F: 3 clusters Score -1657948 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1658265.750000 Penalty: 4627.806152
	Iteration 3F: 3 clusters Score -1658266 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1658601.500000 Penalty: 4627.806152
	Iteration 4Q: 3 clusters Score -1658602 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1658995.625000 Penalty: 4627.806152
	Iteration 5F: 3 clusters Score -1658996 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1659357.625000 Penalty: 4627.806152
	Iteration 6F: 3 clusters Score -1659358 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1659713.125000 Penalty: 4627.806152
	Iteration 7F: 3 clusters Score -1659713 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1659986.875000 Penalty: 4627.806152
	Iteration 8Q: 3 clusters Score -1659987 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1660235.375000 Penalty: 4627.806152
	Iteration 9Q: 3 clusters Score -1660235 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1660455.500000 Penalty: 4627.806152
	Iteration 10Q: 3 clusters Score -1660456 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1660636.125000 Penalty: 4627.806152
	Iteration 11Q: 3 clusters Score -1660636 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1660743.250000 Penalty: 4627.806152
	Iteration 12Q: 3 clusters Score -1660743 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1660830.375000 Penalty: 4627.806152
	Iteration 13Q: 3 clusters Score -1660830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1660892.250000 Penalty: 4627.806152
	Iteration 14Q: 3 clusters Score -1660892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1660926.750000 Penalty: 4627.806152
	Iteration 15Q: 3 clusters Score -1660927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1660975.375000 Penalty: 4627.806152
	Iteration 16Q: 3 clusters Score -1660975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1661020.375000 Penalty: 4627.806152
	Iteration 17Q: 3 clusters Score -1661020 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1661065.500000 Penalty: 4627.806152
	Iteration 18Q: 3 clusters Score -1661066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1661113.250000 Penalty: 4627.806152
	Iteration 19Q: 3 clusters Score -1661113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1661156.125000 Penalty: 4627.806152
	Iteration 20F: 3 clusters Score -1661156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1661186.750000 Penalty: 4627.806152
	Iteration 21Q: 3 clusters Score -1661187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1661220.750000 Penalty: 4627.806152
	Iteration 22Q: 3 clusters Score -1661221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1661267.125000 Penalty: 4627.806152
	Iteration 23Q: 3 clusters Score -1661267 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1661310.125000 Penalty: 4627.806152
	Iteration 24Q: 3 clusters Score -1661310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1661356.625000 Penalty: 4627.806152
	Iteration 25Q: 3 clusters Score -1661357 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1661389.250000 Penalty: 4627.806152
	Iteration 26Q: 3 clusters Score -1661389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1661415.500000 Penalty: 4627.806152
	Iteration 27Q: 3 clusters Score -1661416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1661436.500000 Penalty: 4627.806152
	Iteration 28Q: 3 clusters Score -1661436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1661452.125000 Penalty: 4627.806152
	Iteration 29Q: 3 clusters Score -1661452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1661464.250000 Penalty: 4627.806152
	Iteration 30Q: 3 clusters Score -1661464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1661482.125000 Penalty: 4627.806152
	Iteration 31Q: 3 clusters Score -1661482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1661493.250000 Penalty: 4627.806152
	Iteration 32Q: 3 clusters Score -1661493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1661501.375000 Penalty: 4627.806152
	Iteration 33Q: 3 clusters Score -1661501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1661513.000000 Penalty: 4627.806152
	Iteration 34Q: 3 clusters Score -1661513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1661518.625000 Penalty: 4627.806152
	Iteration 35Q: 3 clusters Score -1661519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1661537.375000 Penalty: 4627.806152
	Iteration 36Q: 3 clusters Score -1661537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1661552.125000 Penalty: 4627.806152
	Iteration 37Q: 3 clusters Score -1661552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1661569.500000 Penalty: 4627.806152
	Iteration 38Q: 3 clusters Score -1661570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1661582.625000 Penalty: 4627.806152
	Iteration 39Q: 3 clusters Score -1661583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1661585.375000 Penalty: 4627.806152
	Iteration 40F: 3 clusters Score -1661585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1661592.500000 Penalty: 4627.806152
	Iteration 41Q: 3 clusters Score -1661592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1661597.875000 Penalty: 4627.806152
	Iteration 42Q: 3 clusters Score -1661598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1661600.000000 Penalty: 4627.806152
	Iteration 43Q: 3 clusters Score -1661600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1661600.750000 Penalty: 4627.806152
	Iteration 44Q: 3 clusters Score -1661601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1661600.500000 Penalty: 4627.806152
	Iteration 45Q: 3 clusters Score -1661600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1661606.125000 Penalty: 4627.806152
	Iteration 46Q: 3 clusters Score -1661606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1661610.000000 Penalty: 4627.806152
	Iteration 47Q: 3 clusters Score -1661610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1661609.625000 Penalty: 4627.806152
	Iteration 48Q: 3 clusters Score -1661610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1661607.750000 Penalty: 4627.806152
	Iteration 49Q: 3 clusters Score -1661608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1661611.000000 Penalty: 4627.806152
	Iteration 50Q: 3 clusters Score -1661611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1661609.125000 Penalty: 4627.806152
	Iteration 51Q: 3 clusters Score -1661609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1661611.875000 Penalty: 4627.806152
	Iteration 52Q: 3 clusters Score -1661612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1661617.000000 Penalty: 4627.806152
	Iteration 53Q: 3 clusters Score -1661617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1661617.625000 Penalty: 4627.806152
	Iteration 54Q: 3 clusters Score -1661618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1661619.125000 Penalty: 4627.806152
	Iteration 55Q: 3 clusters Score -1661619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1661618.125000 Penalty: 4627.806152
	Iteration 56Q: 3 clusters Score -1661618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1661621.625000 Penalty: 4627.806152
	Iteration 57Q: 3 clusters Score -1661622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1661624.000000 Penalty: 4627.806152
	Iteration 58Q: 3 clusters Score -1661624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1661622.375000 Penalty: 4627.806152
	Iteration 59Q: 3 clusters Score -1661622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1661621.875000 Penalty: 4627.806152
	Iteration 60F: 3 clusters Score -1661622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1661622.875000 Penalty: 4627.806152
	Iteration 61Q: 3 clusters Score -1661623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1661621.375000 Penalty: 4627.806152
	Iteration 62Q: 3 clusters Score -1661621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1661622.250000 Penalty: 4627.806152
	Iteration 63Q: 3 clusters Score -1661622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1661623.625000 Penalty: 4627.806152
	Iteration 64Q: 3 clusters Score -1661624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1661626.875000 Penalty: 4627.806152
	Iteration 65Q: 3 clusters Score -1661627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1661630.875000 Penalty: 4627.806152
	Iteration 66Q: 3 clusters Score -1661631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1661632.750000 Penalty: 4627.806152
	Iteration 67Q: 3 clusters Score -1661633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1661637.500000 Penalty: 4627.806152
	Iteration 68Q: 3 clusters Score -1661638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1661644.125000 Penalty: 4627.806152
	Iteration 69Q: 3 clusters Score -1661644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1661655.875000 Penalty: 4627.806152
	Iteration 70Q: 3 clusters Score -1661656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1661667.500000 Penalty: 4627.806152
	Iteration 71Q: 3 clusters Score -1661668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1661685.750000 Penalty: 4627.806152
	Iteration 72Q: 3 clusters Score -1661686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1661700.125000 Penalty: 4627.806152
	Iteration 73Q: 3 clusters Score -1661700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1661719.500000 Penalty: 4627.806152
	Iteration 74Q: 3 clusters Score -1661720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1661733.750000 Penalty: 4627.806152
	Iteration 75Q: 3 clusters Score -1661734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1661747.500000 Penalty: 4627.806152
	Iteration 76Q: 3 clusters Score -1661748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1661753.500000 Penalty: 4627.806152
	Iteration 77Q: 3 clusters Score -1661754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1661766.750000 Penalty: 4627.806152
	Iteration 78Q: 3 clusters Score -1661767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1661770.750000 Penalty: 4627.806152
	Iteration 79Q: 3 clusters Score -1661771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1661778.500000 Penalty: 4627.806152
	Iteration 80F: 3 clusters Score -1661778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1661784.250000 Penalty: 4627.806152
	Iteration 81Q: 3 clusters Score -1661784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1661790.875000 Penalty: 4627.806152
	Iteration 82Q: 3 clusters Score -1661791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1661791.875000 Penalty: 4627.806152
	Iteration 83Q: 3 clusters Score -1661792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1661800.500000 Penalty: 4627.806152
	Iteration 84Q: 3 clusters Score -1661800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1661802.750000 Penalty: 4627.806152
	Iteration 85Q: 3 clusters Score -1661803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1661803.125000 Penalty: 4627.806152
	Iteration 86Q: 3 clusters Score -1661803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1661806.875000 Penalty: 4627.806152
	Iteration 87Q: 3 clusters Score -1661807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1661808.000000 Penalty: 4627.806152
	Iteration 88Q: 3 clusters Score -1661808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1661809.125000 Penalty: 4627.806152
	Iteration 89Q: 3 clusters Score -1661809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1661808.125000 Penalty: 4627.806152
	Iteration 90Q: 3 clusters Score -1661808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1661812.750000 Penalty: 4627.806152
	Iteration 91Q: 3 clusters Score -1661813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1661814.125000 Penalty: 4627.806152
	Iteration 92Q: 3 clusters Score -1661814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1661815.375000 Penalty: 4627.806152
	Iteration 93Q: 3 clusters Score -1661815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1661817.125000 Penalty: 4627.806152
	Iteration 94Q: 3 clusters Score -1661817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1661820.250000 Penalty: 4627.806152
	Iteration 95Q: 3 clusters Score -1661820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1661820.875000 Penalty: 4627.806152
	Iteration 96Q: 3 clusters Score -1661821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1661820.000000 Penalty: 4627.806152
	Iteration 97Q: 3 clusters Score -1661820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1661821.125000 Penalty: 4627.806152
	Iteration 98Q: 3 clusters Score -1661821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1661824.500000 Penalty: 4627.806152
	Iteration 99Q: 3 clusters Score -1661824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1661823.875000 Penalty: 4627.806152
	Iteration 100F: 3 clusters Score -1661824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1661826.750000 Penalty: 4627.806152
	Iteration 101Q: 3 clusters Score -1661827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1661829.250000 Penalty: 4627.806152
	Iteration 102Q: 3 clusters Score -1661829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1661829.500000 Penalty: 4627.806152
	Iteration 103Q: 3 clusters Score -1661830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1661828.500000 Penalty: 4627.806152
	Iteration 104Q: 3 clusters Score -1661828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1661830.125000 Penalty: 4627.806152
	Iteration 105Q: 3 clusters Score -1661830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1661833.250000 Penalty: 4627.806152
	Iteration 106Q: 3 clusters Score -1661833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1661833.250000 Penalty: 4627.806152
	Iteration 107F: 3 clusters Score -1661833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -1466447.875000 Penalty: 2279.280762
	Iteration 0F: 2 clusters Score -1466448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1458844.875000 Penalty: 4558.561523
	Iteration 0F: 3 clusters Score -1458845 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1461056.875000 Penalty: 4558.561523
	Iteration 1F: 3 clusters Score -1461057 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1461398.625000 Penalty: 4558.561523
	Iteration 2F: 3 clusters Score -1461399 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1461729.125000 Penalty: 4558.561523
	Iteration 3F: 3 clusters Score -1461729 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1462042.875000 Penalty: 4558.561523
	Iteration 4Q: 3 clusters Score -1462043 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1462315.375000 Penalty: 4558.561523
	Iteration 5Q: 3 clusters Score -1462315 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1462607.500000 Penalty: 4558.561523
	Iteration 6F: 3 clusters Score -1462608 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1462938.375000 Penalty: 4558.561523
	Iteration 7F: 3 clusters Score -1462938 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1463303.875000 Penalty: 4558.561523
	Iteration 8F: 3 clusters Score -1463304 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1463653.875000 Penalty: 4558.561523
	Iteration 9F: 3 clusters Score -1463654 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1463973.000000 Penalty: 4558.561523
	Iteration 10Q: 3 clusters Score -1463973 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1464267.750000 Penalty: 4558.561523
	Iteration 11Q: 3 clusters Score -1464268 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1464500.125000 Penalty: 4558.561523
	Iteration 12Q: 3 clusters Score -1464500 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1464693.500000 Penalty: 4558.561523
	Iteration 13Q: 3 clusters Score -1464694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1464853.500000 Penalty: 4558.561523
	Iteration 14Q: 3 clusters Score -1464854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1464963.125000 Penalty: 4558.561523
	Iteration 15Q: 3 clusters Score -1464963 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1465054.875000 Penalty: 4558.561523
	Iteration 16Q: 3 clusters Score -1465055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1465123.000000 Penalty: 4558.561523
	Iteration 17Q: 3 clusters Score -1465123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1465185.500000 Penalty: 4558.561523
	Iteration 18Q: 3 clusters Score -1465186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1465222.500000 Penalty: 4558.561523
	Iteration 19Q: 3 clusters Score -1465222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1465252.375000 Penalty: 4558.561523
	Iteration 20F: 3 clusters Score -1465252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1465275.750000 Penalty: 4558.561523
	Iteration 21Q: 3 clusters Score -1465276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1465291.750000 Penalty: 4558.561523
	Iteration 22Q: 3 clusters Score -1465292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1465302.000000 Penalty: 4558.561523
	Iteration 23Q: 3 clusters Score -1465302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1465306.000000 Penalty: 4558.561523
	Iteration 24Q: 3 clusters Score -1465306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1465310.625000 Penalty: 4558.561523
	Iteration 25Q: 3 clusters Score -1465311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1465314.000000 Penalty: 4558.561523
	Iteration 26Q: 3 clusters Score -1465314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1465320.125000 Penalty: 4558.561523
	Iteration 27Q: 3 clusters Score -1465320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1465328.250000 Penalty: 4558.561523
	Iteration 28Q: 3 clusters Score -1465328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1465330.750000 Penalty: 4558.561523
	Iteration 29Q: 3 clusters Score -1465331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1465333.125000 Penalty: 4558.561523
	Iteration 30Q: 3 clusters Score -1465333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1465332.750000 Penalty: 4558.561523
	Iteration 31Q: 3 clusters Score -1465333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1465336.250000 Penalty: 4558.561523
	Iteration 32Q: 3 clusters Score -1465336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1465342.250000 Penalty: 4558.561523
	Iteration 33Q: 3 clusters Score -1465342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1465345.125000 Penalty: 4558.561523
	Iteration 34Q: 3 clusters Score -1465345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1465349.375000 Penalty: 4558.561523
	Iteration 35Q: 3 clusters Score -1465349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1465350.500000 Penalty: 4558.561523
	Iteration 36Q: 3 clusters Score -1465350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1465356.750000 Penalty: 4558.561523
	Iteration 37Q: 3 clusters Score -1465357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1465359.000000 Penalty: 4558.561523
	Iteration 38Q: 3 clusters Score -1465359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1465360.375000 Penalty: 4558.561523
	Iteration 39Q: 3 clusters Score -1465360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1465362.875000 Penalty: 4558.561523
	Iteration 40F: 3 clusters Score -1465363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1465369.250000 Penalty: 4558.561523
	Iteration 41Q: 3 clusters Score -1465369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1465374.000000 Penalty: 4558.561523
	Iteration 42Q: 3 clusters Score -1465374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1465374.875000 Penalty: 4558.561523
	Iteration 43Q: 3 clusters Score -1465375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1465375.250000 Penalty: 4558.561523
	Iteration 44Q: 3 clusters Score -1465375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1465376.625000 Penalty: 4558.561523
	Iteration 45Q: 3 clusters Score -1465377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1465375.250000 Penalty: 4558.561523
	Iteration 46Q: 3 clusters Score -1465375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1465375.250000 Penalty: 4558.561523
	Iteration 47F: 3 clusters Score -1465375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Entering Unmasked Estep 
Score: -6405823.500000 Penalty: 2644.541748
	Iteration 0F: 2 clusters Score -6405824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -6376853.000000 Penalty: 5289.083496
	Iteration 0F: 3 clusters Score -6376853 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -6387780.500000 Penalty: 5289.083496
	Iteration 1F: 3 clusters Score -6387780 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -6388371.500000 Penalty: 5289.083496
	Iteration 2Q: 3 clusters Score -6388372 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -6389052.500000 Penalty: 5289.083496
	Iteration 3Q: 3 clusters Score -6389052 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -6389743.000000 Penalty: 5289.083496
	Iteration 4Q: 3 clusters Score -6389743 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -6390590.500000 Penalty: 5289.083496
	Iteration 5Q: 3 clusters Score -6390590 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -6391631.000000 Penalty: 5289.083496
	Iteration 6Q: 3 clusters Score -6391631 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6392810.000000 Penalty: 5289.083496
	Iteration 7F: 3 clusters Score -6392810 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -6394003.000000 Penalty: 5289.083496
	Iteration 8F: 3 clusters Score -6394003 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -6395245.500000 Penalty: 5289.083496
	Iteration 9Q: 3 clusters Score -6395246 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -6396438.000000 Penalty: 5289.083496
	Iteration 10Q: 3 clusters Score -6396438 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -6397572.500000 Penalty: 5289.083496
	Iteration 11Q: 3 clusters Score -6397572 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -6398572.500000 Penalty: 5289.083496
	Iteration 12Q: 3 clusters Score -6398572 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6399433.500000 Penalty: 5289.083496
	Iteration 13Q: 3 clusters Score -6399434 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6400018.000000 Penalty: 5289.083496
	Iteration 14Q: 3 clusters Score -6400018 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -6400470.500000 Penalty: 5289.083496
	Iteration 15Q: 3 clusters Score -6400470 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6400840.000000 Penalty: 5289.083496
	Iteration 16Q: 3 clusters Score -6400840 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -6401206.000000 Penalty: 5289.083496
	Iteration 17Q: 3 clusters Score -6401206 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -6401520.500000 Penalty: 5289.083496
	Iteration 18Q: 3 clusters Score -6401520 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -6401834.000000 Penalty: 5289.083496
	Iteration 19Q: 3 clusters Score -6401834 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -6402130.500000 Penalty: 5289.083496
	Iteration 20F: 3 clusters Score -6402130 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6402413.000000 Penalty: 5289.083496
	Iteration 21Q: 3 clusters Score -6402413 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6402682.000000 Penalty: 5289.083496
	Iteration 22Q: 3 clusters Score -6402682 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6402898.500000 Penalty: 5289.083496
	Iteration 23Q: 3 clusters Score -6402898 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -6403096.000000 Penalty: 5289.083496
	Iteration 24Q: 3 clusters Score -6403096 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6403278.500000 Penalty: 5289.083496
	Iteration 25Q: 3 clusters Score -6403278 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6403351.000000 Penalty: 5289.083496
	Iteration 26Q: 3 clusters Score -6403351 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6403487.000000 Penalty: 5289.083496
	Iteration 27Q: 3 clusters Score -6403487 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -6403585.000000 Penalty: 5289.083496
	Iteration 28Q: 3 clusters Score -6403585 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6403658.000000 Penalty: 5289.083496
	Iteration 29Q: 3 clusters Score -6403658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6403725.500000 Penalty: 5289.083496
	Iteration 30Q: 3 clusters Score -6403726 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6403753.000000 Penalty: 5289.083496
	Iteration 31Q: 3 clusters Score -6403753 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6403795.000000 Penalty: 5289.083496
	Iteration 32Q: 3 clusters Score -6403795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -6403824.000000 Penalty: 5289.083496
	Iteration 33Q: 3 clusters Score -6403824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6403859.500000 Penalty: 5289.083496
	Iteration 34Q: 3 clusters Score -6403860 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6403875.000000 Penalty: 5289.083496
	Iteration 35Q: 3 clusters Score -6403875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6403909.500000 Penalty: 5289.083496
	Iteration 36Q: 3 clusters Score -6403910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6403926.000000 Penalty: 5289.083496
	Iteration 37Q: 3 clusters Score -6403926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -6403953.000000 Penalty: 5289.083496
	Iteration 38Q: 3 clusters Score -6403953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6403944.500000 Penalty: 5289.083496
	Iteration 39Q: 3 clusters Score -6403944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -6403967.000000 Penalty: 5289.083496
	Iteration 40F: 3 clusters Score -6403967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -6403970.000000 Penalty: 5289.083496
	Iteration 41Q: 3 clusters Score -6403970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -6403985.500000 Penalty: 5289.083496
	Iteration 42Q: 3 clusters Score -6403986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6403990.500000 Penalty: 5289.083496
	Iteration 43Q: 3 clusters Score -6403990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6404006.000000 Penalty: 5289.083496
	Iteration 44Q: 3 clusters Score -6404006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6404008.000000 Penalty: 5289.083496
	Iteration 45Q: 3 clusters Score -6404008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6404020.500000 Penalty: 5289.083496
	Iteration 46Q: 3 clusters Score -6404020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6404020.500000 Penalty: 5289.083496
	Iteration 47Q: 3 clusters Score -6404020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6404024.500000 Penalty: 5289.083496
	Iteration 48Q: 3 clusters Score -6404024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6404021.500000 Penalty: 5289.083496
	Iteration 49Q: 3 clusters Score -6404022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6404031.500000 Penalty: 5289.083496
	Iteration 50Q: 3 clusters Score -6404032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6404034.000000 Penalty: 5289.083496
	Iteration 51Q: 3 clusters Score -6404034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6404025.500000 Penalty: 5289.083496
	Iteration 52Q: 3 clusters Score -6404026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6404034.500000 Penalty: 5289.083496
	Iteration 53Q: 3 clusters Score -6404034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6404040.000000 Penalty: 5289.083496
	Iteration 54Q: 3 clusters Score -6404040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6404036.500000 Penalty: 5289.083496
	Iteration 55Q: 3 clusters Score -6404036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6404046.500000 Penalty: 5289.083496
	Iteration 56Q: 3 clusters Score -6404046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6404039.000000 Penalty: 5289.083496
	Iteration 57Q: 3 clusters Score -6404039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6404042.000000 Penalty: 5289.083496
	Iteration 58Q: 3 clusters Score -6404042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6404050.000000 Penalty: 5289.083496
	Iteration 59Q: 3 clusters Score -6404050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6404049.500000 Penalty: 5289.083496
	Iteration 60F: 3 clusters Score -6404050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6404059.500000 Penalty: 5289.083496
	Iteration 61Q: 3 clusters Score -6404060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6404055.500000 Penalty: 5289.083496
	Iteration 62Q: 3 clusters Score -6404056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6404053.000000 Penalty: 5289.083496
	Iteration 63Q: 3 clusters Score -6404053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6404051.000000 Penalty: 5289.083496
	Iteration 64Q: 3 clusters Score -6404051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6404050.500000 Penalty: 5289.083496
	Iteration 65Q: 3 clusters Score -6404050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6404050.500000 Penalty: 5289.083496
	Iteration 66F: 3 clusters Score -6404050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Entering Unmasked Estep 
Score: -3193735.500000 Penalty: 2475.357666
	Iteration 0F: 2 clusters Score -3193736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3178639.750000 Penalty: 4950.715332
	Iteration 0F: 3 clusters Score -3178640 nChanged 9612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3183862.000000 Penalty: 4950.715332
	Iteration 1F: 3 clusters Score -3183862 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3184545.250000 Penalty: 4950.715332
	Iteration 2F: 3 clusters Score -3184545 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3185276.500000 Penalty: 4950.715332
	Iteration 3F: 3 clusters Score -3185276 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3186091.250000 Penalty: 4950.715332
	Iteration 4F: 3 clusters Score -3186091 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3186925.500000 Penalty: 4950.715332
	Iteration 5F: 3 clusters Score -3186926 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3187562.750000 Penalty: 4950.715332
	Iteration 6F: 3 clusters Score -3187563 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3188130.500000 Penalty: 4950.715332
	Iteration 7Q: 3 clusters Score -3188130 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -3188612.250000 Penalty: 4950.715332
	Iteration 8Q: 3 clusters Score -3188612 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3189008.250000 Penalty: 4950.715332
	Iteration 9Q: 3 clusters Score -3189008 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3189357.750000 Penalty: 4950.715332
	Iteration 10Q: 3 clusters Score -3189358 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3189719.500000 Penalty: 4950.715332
	Iteration 11Q: 3 clusters Score -3189720 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3190084.000000 Penalty: 4950.715332
	Iteration 12Q: 3 clusters Score -3190084 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3190424.000000 Penalty: 4950.715332
	Iteration 13Q: 3 clusters Score -3190424 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3190711.250000 Penalty: 4950.715332
	Iteration 14Q: 3 clusters Score -3190711 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3190956.000000 Penalty: 4950.715332
	Iteration 15Q: 3 clusters Score -3190956 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3191114.750000 Penalty: 4950.715332
	Iteration 16Q: 3 clusters Score -3191115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3191271.000000 Penalty: 4950.715332
	Iteration 17Q: 3 clusters Score -3191271 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3191382.750000 Penalty: 4950.715332
	Iteration 18Q: 3 clusters Score -3191383 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3191448.750000 Penalty: 4950.715332
	Iteration 19Q: 3 clusters Score -3191449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3191510.250000 Penalty: 4950.715332
	Iteration 20F: 3 clusters Score -3191510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3191542.000000 Penalty: 4950.715332
	Iteration 21Q: 3 clusters Score -3191542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3191574.500000 Penalty: 4950.715332
	Iteration 22Q: 3 clusters Score -3191574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3191600.750000 Penalty: 4950.715332
	Iteration 23Q: 3 clusters Score -3191601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3191615.000000 Penalty: 4950.715332
	Iteration 24Q: 3 clusters Score -3191615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3191627.750000 Penalty: 4950.715332
	Iteration 25Q: 3 clusters Score -3191628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3191632.250000 Penalty: 4950.715332
	Iteration 26Q: 3 clusters Score -3191632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3191640.000000 Penalty: 4950.715332
	Iteration 27Q: 3 clusters Score -3191640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3191643.750000 Penalty: 4950.715332
	Iteration 28Q: 3 clusters Score -3191644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3191651.250000 Penalty: 4950.715332
	Iteration 29Q: 3 clusters Score -3191651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3191661.000000 Penalty: 4950.715332
	Iteration 30Q: 3 clusters Score -3191661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3191669.250000 Penalty: 4950.715332
	Iteration 31Q: 3 clusters Score -3191669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3191666.000000 Penalty: 4950.715332
	Iteration 32Q: 3 clusters Score -3191666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3191664.250000 Penalty: 4950.715332
	Iteration 33Q: 3 clusters Score -3191664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3191666.500000 Penalty: 4950.715332
	Iteration 34Q: 3 clusters Score -3191666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3191666.500000 Penalty: 4950.715332
	Iteration 35Q: 3 clusters Score -3191666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3191666.500000 Penalty: 4950.715332
	Iteration 36F: 3 clusters Score -3191666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14619.087891 Penalty: 1260.188232
	Iteration 0F: 2 clusters Score -14619.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13872.220703 Penalty: 2520.376465
	Iteration 0F: 3 clusters Score -13872.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13981.712891 Penalty: 2520.376465
	Iteration 1F: 3 clusters Score -13981.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14021.228516 Penalty: 2520.376465
	Iteration 2Q: 3 clusters Score -14021.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14033.411133 Penalty: 2520.376465
	Iteration 3Q: 3 clusters Score -14033.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -14033.411133 Penalty: 2520.376465
	Iteration 4F: 3 clusters Score -14033.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Entering Unmasked Estep 
Score: -2602051.000000 Penalty: 2441.930420
	Iteration 0F: 2 clusters Score -2602051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2588705.000000 Penalty: 4883.860840
	Iteration 0F: 3 clusters Score -2588705 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2593560.750000 Penalty: 4883.860840
	Iteration 1F: 3 clusters Score -2593561 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2594486.500000 Penalty: 4883.860840
	Iteration 2F: 3 clusters Score -2594486 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2595412.000000 Penalty: 4883.860840
	Iteration 3F: 3 clusters Score -2595412 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2596347.750000 Penalty: 4883.860840
	Iteration 4F: 3 clusters Score -2596348 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2597268.750000 Penalty: 4883.860840
	Iteration 5F: 3 clusters Score -2597269 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2597943.000000 Penalty: 4883.860840
	Iteration 6F: 3 clusters Score -2597943 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2598440.000000 Penalty: 4883.860840
	Iteration 7Q: 3 clusters Score -2598440 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2598789.750000 Penalty: 4883.860840
	Iteration 8Q: 3 clusters Score -2598790 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2599040.250000 Penalty: 4883.860840
	Iteration 9Q: 3 clusters Score -2599040 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2599189.750000 Penalty: 4883.860840
	Iteration 10Q: 3 clusters Score -2599190 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2599298.750000 Penalty: 4883.860840
	Iteration 11Q: 3 clusters Score -2599299 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2599381.250000 Penalty: 4883.860840
	Iteration 12Q: 3 clusters Score -2599381 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2599455.250000 Penalty: 4883.860840
	Iteration 13Q: 3 clusters Score -2599455 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2599497.750000 Penalty: 4883.860840
	Iteration 14Q: 3 clusters Score -2599498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2599542.250000 Penalty: 4883.860840
	Iteration 15Q: 3 clusters Score -2599542 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2599570.000000 Penalty: 4883.860840
	Iteration 16Q: 3 clusters Score -2599570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2599599.250000 Penalty: 4883.860840
	Iteration 17Q: 3 clusters Score -2599599 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2599621.750000 Penalty: 4883.860840
	Iteration 18Q: 3 clusters Score -2599622 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2599632.000000 Penalty: 4883.860840
	Iteration 19Q: 3 clusters Score -2599632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2599653.000000 Penalty: 4883.860840
	Iteration 20F: 3 clusters Score -2599653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2599662.750000 Penalty: 4883.860840
	Iteration 21Q: 3 clusters Score -2599663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2599675.250000 Penalty: 4883.860840
	Iteration 22Q: 3 clusters Score -2599675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2599695.000000 Penalty: 4883.860840
	Iteration 23Q: 3 clusters Score -2599695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2599705.500000 Penalty: 4883.860840
	Iteration 24Q: 3 clusters Score -2599706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2599717.250000 Penalty: 4883.860840
	Iteration 25Q: 3 clusters Score -2599717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2599729.250000 Penalty: 4883.860840
	Iteration 26Q: 3 clusters Score -2599729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2599731.750000 Penalty: 4883.860840
	Iteration 27Q: 3 clusters Score -2599732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2599734.500000 Penalty: 4883.860840
	Iteration 28Q: 3 clusters Score -2599734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2599737.000000 Penalty: 4883.860840
	Iteration 29Q: 3 clusters Score -2599737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2599741.500000 Penalty: 4883.860840
	Iteration 30Q: 3 clusters Score -2599742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2599749.750000 Penalty: 4883.860840
	Iteration 31Q: 3 clusters Score -2599750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2599761.500000 Penalty: 4883.860840
	Iteration 32Q: 3 clusters Score -2599762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2599764.000000 Penalty: 4883.860840
	Iteration 33Q: 3 clusters Score -2599764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2599774.000000 Penalty: 4883.860840
	Iteration 34Q: 3 clusters Score -2599774 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2599785.750000 Penalty: 4883.860840
	Iteration 35Q: 3 clusters Score -2599786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2599797.250000 Penalty: 4883.860840
	Iteration 36Q: 3 clusters Score -2599797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2599804.750000 Penalty: 4883.860840
	Iteration 37Q: 3 clusters Score -2599805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2599820.250000 Penalty: 4883.860840
	Iteration 38Q: 3 clusters Score -2599820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2599826.500000 Penalty: 4883.860840
	Iteration 39Q: 3 clusters Score -2599826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2599846.000000 Penalty: 4883.860840
	Iteration 40F: 3 clusters Score -2599846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2599848.500000 Penalty: 4883.860840
	Iteration 41Q: 3 clusters Score -2599848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2599850.000000 Penalty: 4883.860840
	Iteration 42Q: 3 clusters Score -2599850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2599861.250000 Penalty: 4883.860840
	Iteration 43Q: 3 clusters Score -2599861 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2599874.000000 Penalty: 4883.860840
	Iteration 44Q: 3 clusters Score -2599874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2599885.750000 Penalty: 4883.860840
	Iteration 45Q: 3 clusters Score -2599886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2599901.750000 Penalty: 4883.860840
	Iteration 46Q: 3 clusters Score -2599902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2599908.750000 Penalty: 4883.860840
	Iteration 47Q: 3 clusters Score -2599909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2599911.750000 Penalty: 4883.860840
	Iteration 48Q: 3 clusters Score -2599912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2599926.000000 Penalty: 4883.860840
	Iteration 49Q: 3 clusters Score -2599926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2599939.750000 Penalty: 4883.860840
	Iteration 50Q: 3 clusters Score -2599940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2599953.000000 Penalty: 4883.860840
	Iteration 51Q: 3 clusters Score -2599953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2599961.250000 Penalty: 4883.860840
	Iteration 52Q: 3 clusters Score -2599961 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2599967.000000 Penalty: 4883.860840
	Iteration 53Q: 3 clusters Score -2599967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2599979.500000 Penalty: 4883.860840
	Iteration 54Q: 3 clusters Score -2599980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2599991.750000 Penalty: 4883.860840
	Iteration 55Q: 3 clusters Score -2599992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2600015.750000 Penalty: 4883.860840
	Iteration 56Q: 3 clusters Score -2600016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2600029.250000 Penalty: 4883.860840
	Iteration 57Q: 3 clusters Score -2600029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2600035.000000 Penalty: 4883.860840
	Iteration 58Q: 3 clusters Score -2600035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2600063.500000 Penalty: 4883.860840
	Iteration 59Q: 3 clusters Score -2600064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2600091.000000 Penalty: 4883.860840
	Iteration 60F: 3 clusters Score -2600091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2600108.250000 Penalty: 4883.860840
	Iteration 61Q: 3 clusters Score -2600108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2600135.500000 Penalty: 4883.860840
	Iteration 62Q: 3 clusters Score -2600136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2600159.250000 Penalty: 4883.860840
	Iteration 63Q: 3 clusters Score -2600159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2600174.750000 Penalty: 4883.860840
	Iteration 64Q: 3 clusters Score -2600175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2600197.250000 Penalty: 4883.860840
	Iteration 65Q: 3 clusters Score -2600197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2600219.750000 Penalty: 4883.860840
	Iteration 66Q: 3 clusters Score -2600220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2600228.500000 Penalty: 4883.860840
	Iteration 67Q: 3 clusters Score -2600228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2600236.000000 Penalty: 4883.860840
	Iteration 68Q: 3 clusters Score -2600236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2600246.750000 Penalty: 4883.860840
	Iteration 69Q: 3 clusters Score -2600247 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2600275.000000 Penalty: 4883.860840
	Iteration 70Q: 3 clusters Score -2600275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2600278.250000 Penalty: 4883.860840
	Iteration 71Q: 3 clusters Score -2600278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2600296.750000 Penalty: 4883.860840
	Iteration 72Q: 3 clusters Score -2600297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2600305.750000 Penalty: 4883.860840
	Iteration 73Q: 3 clusters Score -2600306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2600307.000000 Penalty: 4883.860840
	Iteration 74Q: 3 clusters Score -2600307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2600311.750000 Penalty: 4883.860840
	Iteration 75Q: 3 clusters Score -2600312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2600316.250000 Penalty: 4883.860840
	Iteration 76Q: 3 clusters Score -2600316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2600324.250000 Penalty: 4883.860840
	Iteration 77Q: 3 clusters Score -2600324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2600324.500000 Penalty: 4883.860840
	Iteration 78Q: 3 clusters Score -2600324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2600332.500000 Penalty: 4883.860840
	Iteration 79Q: 3 clusters Score -2600332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2600341.750000 Penalty: 4883.860840
	Iteration 80F: 3 clusters Score -2600342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2600348.000000 Penalty: 4883.860840
	Iteration 81Q: 3 clusters Score -2600348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2600343.750000 Penalty: 4883.860840
	Iteration 82Q: 3 clusters Score -2600344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2600338.750000 Penalty: 4883.860840
	Iteration 83Q: 3 clusters Score -2600339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2600347.500000 Penalty: 4883.860840
	Iteration 84Q: 3 clusters Score -2600348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2600357.000000 Penalty: 4883.860840
	Iteration 85Q: 3 clusters Score -2600357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2600359.500000 Penalty: 4883.860840
	Iteration 86Q: 3 clusters Score -2600360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2600358.000000 Penalty: 4883.860840
	Iteration 87Q: 3 clusters Score -2600358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2600363.000000 Penalty: 4883.860840
	Iteration 88Q: 3 clusters Score -2600363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2600364.500000 Penalty: 4883.860840
	Iteration 89Q: 3 clusters Score -2600364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2600366.250000 Penalty: 4883.860840
	Iteration 90Q: 3 clusters Score -2600366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2600368.750000 Penalty: 4883.860840
	Iteration 91Q: 3 clusters Score -2600369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2600369.250000 Penalty: 4883.860840
	Iteration 92Q: 3 clusters Score -2600369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2600365.250000 Penalty: 4883.860840
	Iteration 93Q: 3 clusters Score -2600365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2600373.750000 Penalty: 4883.860840
	Iteration 94Q: 3 clusters Score -2600374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2600375.250000 Penalty: 4883.860840
	Iteration 95Q: 3 clusters Score -2600375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2600373.250000 Penalty: 4883.860840
	Iteration 96Q: 3 clusters Score -2600373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2600382.250000 Penalty: 4883.860840
	Iteration 97Q: 3 clusters Score -2600382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2600382.000000 Penalty: 4883.860840
	Iteration 98Q: 3 clusters Score -2600382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2600387.500000 Penalty: 4883.860840
	Iteration 99Q: 3 clusters Score -2600388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2600382.000000 Penalty: 4883.860840
	Iteration 100F: 3 clusters Score -2600382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2600382.250000 Penalty: 4883.860840
	Iteration 101Q: 3 clusters Score -2600382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2600386.500000 Penalty: 4883.860840
	Iteration 102Q: 3 clusters Score -2600386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2600386.500000 Penalty: 4883.860840
	Iteration 103F: 3 clusters Score -2600386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61571.902344 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60120.890625 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60120.89 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60403.671875 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60403.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60598.945312 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60598.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60690.832031 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60690.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60773.238281 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60773.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60884.679688 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60884.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60968.781250 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60968.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60986.449219 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60986.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61011.910156 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -61011.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61011.910156 Penalty: 3074.445312
	Iteration 9F: 3 clusters Score -61011.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Entering Unmasked Estep 
Score: -13850591.000000 Penalty: 2834.602295
	Iteration 0F: 2 clusters Score -1.385059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -13789106.000000 Penalty: 5669.204590
	Iteration 0F: 3 clusters Score -1.378911e+07 nChanged 43457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -13813553.000000 Penalty: 5669.204590
	Iteration 1F: 3 clusters Score -1.381355e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -13814270.000000 Penalty: 5669.204590
	Iteration 2Q: 3 clusters Score -1.381427e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -13814838.000000 Penalty: 5669.204590
	Iteration 3Q: 3 clusters Score -1.381484e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -13815584.000000 Penalty: 5669.204590
	Iteration 4Q: 3 clusters Score -1.381558e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -13816252.000000 Penalty: 5669.204590
	Iteration 5Q: 3 clusters Score -1.381625e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -13816997.000000 Penalty: 5669.204590
	Iteration 6Q: 3 clusters Score -1.3817e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -13817837.000000 Penalty: 5669.204590
	Iteration 7Q: 3 clusters Score -1.381784e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -13818883.000000 Penalty: 5669.204590
	Iteration 8Q: 3 clusters Score -1.381888e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -13820007.000000 Penalty: 5669.204590
	Iteration 9Q: 3 clusters Score -1.382001e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -13821553.000000 Penalty: 5669.204590
	Iteration 10Q: 3 clusters Score -1.382155e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -13823362.000000 Penalty: 5669.204590
	Iteration 11Q: 3 clusters Score -1.382336e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -13825726.000000 Penalty: 5669.204590
	Iteration 12Q: 3 clusters Score -1.382573e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65855 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -13828998.000000 Penalty: 5669.204590
	Iteration 13F: 3 clusters Score -1.3829e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -13832977.000000 Penalty: 5669.204590
	Iteration 14F: 3 clusters Score -1.383298e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -13837182.000000 Penalty: 5669.204590
	Iteration 15Q: 3 clusters Score -1.383718e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -13840305.000000 Penalty: 5669.204590
	Iteration 16Q: 3 clusters Score -1.38403e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -13842320.000000 Penalty: 5669.204590
	Iteration 17Q: 3 clusters Score -1.384232e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -13843639.000000 Penalty: 5669.204590
	Iteration 18Q: 3 clusters Score -1.384364e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -13844591.000000 Penalty: 5669.204590
	Iteration 19Q: 3 clusters Score -1.384459e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -13845403.000000 Penalty: 5669.204590
	Iteration 20F: 3 clusters Score -1.38454e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -13846035.000000 Penalty: 5669.204590
	Iteration 21Q: 3 clusters Score -1.384604e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87414 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -13846637.000000 Penalty: 5669.204590
	Iteration 22Q: 3 clusters Score -1.384664e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -13847009.000000 Penalty: 5669.204590
	Iteration 23Q: 3 clusters Score -1.384701e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13847263.000000 Penalty: 5669.204590
	Iteration 24Q: 3 clusters Score -1.384726e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -13847500.000000 Penalty: 5669.204590
	Iteration 25Q: 3 clusters Score -1.38475e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -13847701.000000 Penalty: 5669.204590
	Iteration 26Q: 3 clusters Score -1.38477e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -13847846.000000 Penalty: 5669.204590
	Iteration 27Q: 3 clusters Score -1.384785e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13847922.000000 Penalty: 5669.204590
	Iteration 28Q: 3 clusters Score -1.384792e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -13848018.000000 Penalty: 5669.204590
	Iteration 29Q: 3 clusters Score -1.384802e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13848070.000000 Penalty: 5669.204590
	Iteration 30Q: 3 clusters Score -1.384807e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -13848169.000000 Penalty: 5669.204590
	Iteration 31Q: 3 clusters Score -1.384817e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90710 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13848238.000000 Penalty: 5669.204590
	Iteration 32Q: 3 clusters Score -1.384824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90797 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -13848280.000000 Penalty: 5669.204590
	Iteration 33Q: 3 clusters Score -1.384828e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -13848301.000000 Penalty: 5669.204590
	Iteration 34Q: 3 clusters Score -1.38483e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90919 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13848339.000000 Penalty: 5669.204590
	Iteration 35Q: 3 clusters Score -1.384834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -13848359.000000 Penalty: 5669.204590
	Iteration 36Q: 3 clusters Score -1.384836e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13848369.000000 Penalty: 5669.204590
	Iteration 37Q: 3 clusters Score -1.384837e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91021 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -13848394.000000 Penalty: 5669.204590
	Iteration 38Q: 3 clusters Score -1.384839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13848427.000000 Penalty: 5669.204590
	Iteration 39Q: 3 clusters Score -1.384843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13848439.000000 Penalty: 5669.204590
	Iteration 40F: 3 clusters Score -1.384844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13848444.000000 Penalty: 5669.204590
	Iteration 41Q: 3 clusters Score -1.384844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13848452.000000 Penalty: 5669.204590
	Iteration 42Q: 3 clusters Score -1.384845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91102 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13848449.000000 Penalty: 5669.204590
	Iteration 43Q: 3 clusters Score -1.384845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91112 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13848454.000000 Penalty: 5669.204590
	Iteration 44Q: 3 clusters Score -1.384845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91118 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -13848449.000000 Penalty: 5669.204590
	Iteration 45Q: 3 clusters Score -1.384845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13848470.000000 Penalty: 5669.204590
	Iteration 46Q: 3 clusters Score -1.384847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13848476.000000 Penalty: 5669.204590
	Iteration 47Q: 3 clusters Score -1.384848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13848476.000000 Penalty: 5669.204590
	Iteration 48Q: 3 clusters Score -1.384848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91149 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13848463.000000 Penalty: 5669.204590
	Iteration 49Q: 3 clusters Score -1.384846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13848476.000000 Penalty: 5669.204590
	Iteration 50Q: 3 clusters Score -1.384848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13848474.000000 Penalty: 5669.204590
	Iteration 51Q: 3 clusters Score -1.384847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13848466.000000 Penalty: 5669.204590
	Iteration 52Q: 3 clusters Score -1.384847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13848468.000000 Penalty: 5669.204590
	Iteration 53Q: 3 clusters Score -1.384847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13848469.000000 Penalty: 5669.204590
	Iteration 54Q: 3 clusters Score -1.384847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13848469.000000 Penalty: 5669.204590
	Iteration 55Q: 3 clusters Score -1.384847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13848467.000000 Penalty: 5669.204590
	Iteration 56Q: 3 clusters Score -1.384847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13848467.000000 Penalty: 5669.204590
	Iteration 57Q: 3 clusters Score -1.384847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13848467.000000 Penalty: 5669.204590
	Iteration 58F: 3 clusters Score -1.384847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Entering Unmasked Estep 
Score: -5156809.000000 Penalty: 2608.020264
	Iteration 0F: 2 clusters Score -5156809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5131836.500000 Penalty: 5216.040527
	Iteration 0F: 3 clusters Score -5131836 nChanged 16898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5142172.000000 Penalty: 5216.040527
	Iteration 1F: 3 clusters Score -5142172 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -5143644.000000 Penalty: 5216.040527
	Iteration 2F: 3 clusters Score -5143644 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -5145213.500000 Penalty: 5216.040527
	Iteration 3F: 3 clusters Score -5145214 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5146530.000000 Penalty: 5216.040527
	Iteration 4F: 3 clusters Score -5146530 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5147706.000000 Penalty: 5216.040527
	Iteration 5F: 3 clusters Score -5147706 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -5148590.500000 Penalty: 5216.040527
	Iteration 6Q: 3 clusters Score -5148590 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -5149200.500000 Penalty: 5216.040527
	Iteration 7Q: 3 clusters Score -5149200 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -5149595.000000 Penalty: 5216.040527
	Iteration 8Q: 3 clusters Score -5149595 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -5149836.500000 Penalty: 5216.040527
	Iteration 9Q: 3 clusters Score -5149836 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5150076.000000 Penalty: 5216.040527
	Iteration 10Q: 3 clusters Score -5150076 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -5150264.500000 Penalty: 5216.040527
	Iteration 11Q: 3 clusters Score -5150264 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -5150444.000000 Penalty: 5216.040527
	Iteration 12Q: 3 clusters Score -5150444 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5150640.000000 Penalty: 5216.040527
	Iteration 13Q: 3 clusters Score -5150640 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -5150912.000000 Penalty: 5216.040527
	Iteration 14Q: 3 clusters Score -5150912 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5151226.500000 Penalty: 5216.040527
	Iteration 15Q: 3 clusters Score -5151226 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -5151604.500000 Penalty: 5216.040527
	Iteration 16Q: 3 clusters Score -5151604 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5151936.000000 Penalty: 5216.040527
	Iteration 17Q: 3 clusters Score -5151936 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -5152215.500000 Penalty: 5216.040527
	Iteration 18Q: 3 clusters Score -5152216 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -5152465.000000 Penalty: 5216.040527
	Iteration 19Q: 3 clusters Score -5152465 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -5152662.500000 Penalty: 5216.040527
	Iteration 20F: 3 clusters Score -5152662 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -5152863.500000 Penalty: 5216.040527
	Iteration 21Q: 3 clusters Score -5152864 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -5153056.000000 Penalty: 5216.040527
	Iteration 22Q: 3 clusters Score -5153056 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -5153209.500000 Penalty: 5216.040527
	Iteration 23Q: 3 clusters Score -5153210 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -5153377.000000 Penalty: 5216.040527
	Iteration 24Q: 3 clusters Score -5153377 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5153520.500000 Penalty: 5216.040527
	Iteration 25Q: 3 clusters Score -5153520 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -5153687.000000 Penalty: 5216.040527
	Iteration 26Q: 3 clusters Score -5153687 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -5153860.500000 Penalty: 5216.040527
	Iteration 27Q: 3 clusters Score -5153860 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -5154011.000000 Penalty: 5216.040527
	Iteration 28Q: 3 clusters Score -5154011 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -5154156.000000 Penalty: 5216.040527
	Iteration 29Q: 3 clusters Score -5154156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5154319.500000 Penalty: 5216.040527
	Iteration 30Q: 3 clusters Score -5154320 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -5154456.500000 Penalty: 5216.040527
	Iteration 31Q: 3 clusters Score -5154456 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5154631.000000 Penalty: 5216.040527
	Iteration 32Q: 3 clusters Score -5154631 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -5154783.000000 Penalty: 5216.040527
	Iteration 33Q: 3 clusters Score -5154783 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5154924.500000 Penalty: 5216.040527
	Iteration 34Q: 3 clusters Score -5154924 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5155054.500000 Penalty: 5216.040527
	Iteration 35Q: 3 clusters Score -5155054 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5155174.000000 Penalty: 5216.040527
	Iteration 36Q: 3 clusters Score -5155174 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5155287.500000 Penalty: 5216.040527
	Iteration 37Q: 3 clusters Score -5155288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5155380.000000 Penalty: 5216.040527
	Iteration 38Q: 3 clusters Score -5155380 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -5155458.000000 Penalty: 5216.040527
	Iteration 39Q: 3 clusters Score -5155458 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -5155537.000000 Penalty: 5216.040527
	Iteration 40F: 3 clusters Score -5155537 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -5155592.500000 Penalty: 5216.040527
	Iteration 41Q: 3 clusters Score -5155592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5155619.000000 Penalty: 5216.040527
	Iteration 42Q: 3 clusters Score -5155619 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5155643.500000 Penalty: 5216.040527
	Iteration 43Q: 3 clusters Score -5155644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5155670.500000 Penalty: 5216.040527
	Iteration 44Q: 3 clusters Score -5155670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5155673.500000 Penalty: 5216.040527
	Iteration 45Q: 3 clusters Score -5155674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5155697.500000 Penalty: 5216.040527
	Iteration 46Q: 3 clusters Score -5155698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5155703.000000 Penalty: 5216.040527
	Iteration 47Q: 3 clusters Score -5155703 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5155721.500000 Penalty: 5216.040527
	Iteration 48Q: 3 clusters Score -5155722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5155736.500000 Penalty: 5216.040527
	Iteration 49Q: 3 clusters Score -5155736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5155748.500000 Penalty: 5216.040527
	Iteration 50Q: 3 clusters Score -5155748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5155745.500000 Penalty: 5216.040527
	Iteration 51Q: 3 clusters Score -5155746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5155749.000000 Penalty: 5216.040527
	Iteration 52Q: 3 clusters Score -5155749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5155755.000000 Penalty: 5216.040527
	Iteration 53Q: 3 clusters Score -5155755 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5155755.000000 Penalty: 5216.040527
	Iteration 54Q: 3 clusters Score -5155755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5155774.000000 Penalty: 5216.040527
	Iteration 55Q: 3 clusters Score -5155774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5155773.000000 Penalty: 5216.040527
	Iteration 56Q: 3 clusters Score -5155773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5155766.500000 Penalty: 5216.040527
	Iteration 57Q: 3 clusters Score -5155766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5155772.000000 Penalty: 5216.040527
	Iteration 58Q: 3 clusters Score -5155772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5155767.500000 Penalty: 5216.040527
	Iteration 59Q: 3 clusters Score -5155768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -5155777.000000 Penalty: 5216.040527
	Iteration 60F: 3 clusters Score -5155777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5155775.500000 Penalty: 5216.040527
	Iteration 61Q: 3 clusters Score -5155776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5155778.500000 Penalty: 5216.040527
	Iteration 62Q: 3 clusters Score -5155778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5155777.500000 Penalty: 5216.040527
	Iteration 63Q: 3 clusters Score -5155778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5155782.500000 Penalty: 5216.040527
	Iteration 64Q: 3 clusters Score -5155782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5155787.000000 Penalty: 5216.040527
	Iteration 65Q: 3 clusters Score -5155787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5155789.000000 Penalty: 5216.040527
	Iteration 66Q: 3 clusters Score -5155789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5155786.500000 Penalty: 5216.040527
	Iteration 67Q: 3 clusters Score -5155786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5155788.500000 Penalty: 5216.040527
	Iteration 68Q: 3 clusters Score -5155788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5155791.000000 Penalty: 5216.040527
	Iteration 69Q: 3 clusters Score -5155791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -5155792.500000 Penalty: 5216.040527
	Iteration 70Q: 3 clusters Score -5155792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5155794.000000 Penalty: 5216.040527
	Iteration 71Q: 3 clusters Score -5155794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5155794.500000 Penalty: 5216.040527
	Iteration 72Q: 3 clusters Score -5155794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5155794.500000 Penalty: 5216.040527
	Iteration 73F: 3 clusters Score -5155794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -631198.812500 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -631198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -626666.437500 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -626666.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -628093.187500 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -628093.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -628580.250000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -628580.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -628969.375000 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -628969.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -629250.250000 Penalty: 4224.527832
	Iteration 4F: 3 clusters Score -629250.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -629401.250000 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -629401.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -629500.875000 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -629500.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -629559.312500 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -629559.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -629594.312500 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -629594.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -629621.312500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -629621.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -629647.562500 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -629647.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -629665.312500 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -629665.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -629671.937500 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -629671.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -629677.812500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -629677.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -629680.062500 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -629680.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -629683.312500 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -629683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -629685.125000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -629685.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -629687.875000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -629687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -629687.750000 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -629687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -629688.875000 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -629688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -629688.687500 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -629688.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -629690.125000 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -629690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -629690.875000 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -629690.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -629691.812500 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -629691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -629693.125000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -629693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -629694.000000 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -629694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -629694.437500 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -629694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -629694.625000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -629694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -629695.500000 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -629695.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -629695.000000 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -629695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -629695.000000 Penalty: 4224.527832
	Iteration 30F: 3 clusters Score -629695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Entering Unmasked Estep 
Score: -11680232.000000 Penalty: 2794.510498
	Iteration 0F: 2 clusters Score -1.168023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -11627877.000000 Penalty: 5589.020996
	Iteration 0F: 3 clusters Score -1.162788e+07 nChanged 36643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -11648300.000000 Penalty: 5589.020996
	Iteration 1F: 3 clusters Score -1.16483e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11648936.000000 Penalty: 5589.020996
	Iteration 2Q: 3 clusters Score -1.164894e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -11649649.000000 Penalty: 5589.020996
	Iteration 3Q: 3 clusters Score -1.164965e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -11650528.000000 Penalty: 5589.020996
	Iteration 4Q: 3 clusters Score -1.165053e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -11651397.000000 Penalty: 5589.020996
	Iteration 5Q: 3 clusters Score -1.16514e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -11652497.000000 Penalty: 5589.020996
	Iteration 6Q: 3 clusters Score -1.16525e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -11653673.000000 Penalty: 5589.020996
	Iteration 7Q: 3 clusters Score -1.165367e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -11655115.000000 Penalty: 5589.020996
	Iteration 8Q: 3 clusters Score -1.165512e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -11656970.000000 Penalty: 5589.020996
	Iteration 9Q: 3 clusters Score -1.165697e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -11659255.000000 Penalty: 5589.020996
	Iteration 10Q: 3 clusters Score -1.165926e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -11662279.000000 Penalty: 5589.020996
	Iteration 11F: 3 clusters Score -1.166228e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -11665627.000000 Penalty: 5589.020996
	Iteration 12F: 3 clusters Score -1.166563e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -11668658.000000 Penalty: 5589.020996
	Iteration 13Q: 3 clusters Score -1.166866e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -11670981.000000 Penalty: 5589.020996
	Iteration 14Q: 3 clusters Score -1.167098e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -11672266.000000 Penalty: 5589.020996
	Iteration 15Q: 3 clusters Score -1.167227e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -11673138.000000 Penalty: 5589.020996
	Iteration 16Q: 3 clusters Score -1.167314e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -11673829.000000 Penalty: 5589.020996
	Iteration 17Q: 3 clusters Score -1.167383e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69284 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -11674469.000000 Penalty: 5589.020996
	Iteration 18Q: 3 clusters Score -1.167447e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -11675122.000000 Penalty: 5589.020996
	Iteration 19Q: 3 clusters Score -1.167512e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71506 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -11675524.000000 Penalty: 5589.020996
	Iteration 20F: 3 clusters Score -1.167552e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -11675919.000000 Penalty: 5589.020996
	Iteration 21Q: 3 clusters Score -1.167592e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -11676339.000000 Penalty: 5589.020996
	Iteration 22Q: 3 clusters Score -1.167634e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -11676653.000000 Penalty: 5589.020996
	Iteration 23Q: 3 clusters Score -1.167665e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -11676858.000000 Penalty: 5589.020996
	Iteration 24Q: 3 clusters Score -1.167686e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -11677043.000000 Penalty: 5589.020996
	Iteration 25Q: 3 clusters Score -1.167704e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -11677212.000000 Penalty: 5589.020996
	Iteration 26Q: 3 clusters Score -1.167721e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -11677309.000000 Penalty: 5589.020996
	Iteration 27Q: 3 clusters Score -1.167731e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -11677448.000000 Penalty: 5589.020996
	Iteration 28Q: 3 clusters Score -1.167745e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -11677526.000000 Penalty: 5589.020996
	Iteration 29Q: 3 clusters Score -1.167753e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11677596.000000 Penalty: 5589.020996
	Iteration 30Q: 3 clusters Score -1.16776e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11677646.000000 Penalty: 5589.020996
	Iteration 31Q: 3 clusters Score -1.167765e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11677702.000000 Penalty: 5589.020996
	Iteration 32Q: 3 clusters Score -1.16777e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -11677735.000000 Penalty: 5589.020996
	Iteration 33Q: 3 clusters Score -1.167774e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11677776.000000 Penalty: 5589.020996
	Iteration 34Q: 3 clusters Score -1.167778e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11677803.000000 Penalty: 5589.020996
	Iteration 35Q: 3 clusters Score -1.16778e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -11677820.000000 Penalty: 5589.020996
	Iteration 36Q: 3 clusters Score -1.167782e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11677822.000000 Penalty: 5589.020996
	Iteration 37Q: 3 clusters Score -1.167782e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11677844.000000 Penalty: 5589.020996
	Iteration 38Q: 3 clusters Score -1.167784e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76983 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11677855.000000 Penalty: 5589.020996
	Iteration 39Q: 3 clusters Score -1.167786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -11677876.000000 Penalty: 5589.020996
	Iteration 40F: 3 clusters Score -1.167788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11677876.000000 Penalty: 5589.020996
	Iteration 41Q: 3 clusters Score -1.167788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11677874.000000 Penalty: 5589.020996
	Iteration 42Q: 3 clusters Score -1.167787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11677889.000000 Penalty: 5589.020996
	Iteration 43Q: 3 clusters Score -1.167789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77096 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11677902.000000 Penalty: 5589.020996
	Iteration 44Q: 3 clusters Score -1.16779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77109 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -11677916.000000 Penalty: 5589.020996
	Iteration 45Q: 3 clusters Score -1.167792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11677914.000000 Penalty: 5589.020996
	Iteration 46Q: 3 clusters Score -1.167791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11677917.000000 Penalty: 5589.020996
	Iteration 47Q: 3 clusters Score -1.167792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11677917.000000 Penalty: 5589.020996
	Iteration 48Q: 3 clusters Score -1.167792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11677920.000000 Penalty: 5589.020996
	Iteration 49Q: 3 clusters Score -1.167792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77167 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -11677931.000000 Penalty: 5589.020996
	Iteration 50Q: 3 clusters Score -1.167793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -11677938.000000 Penalty: 5589.020996
	Iteration 51Q: 3 clusters Score -1.167794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11677937.000000 Penalty: 5589.020996
	Iteration 52Q: 3 clusters Score -1.167794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11677939.000000 Penalty: 5589.020996
	Iteration 53Q: 3 clusters Score -1.167794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11677932.000000 Penalty: 5589.020996
	Iteration 54Q: 3 clusters Score -1.167793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11677927.000000 Penalty: 5589.020996
	Iteration 55Q: 3 clusters Score -1.167793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77199 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11677925.000000 Penalty: 5589.020996
	Iteration 56Q: 3 clusters Score -1.167792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11677927.000000 Penalty: 5589.020996
	Iteration 57Q: 3 clusters Score -1.167793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77202 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11677931.000000 Penalty: 5589.020996
	Iteration 58Q: 3 clusters Score -1.167793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11677935.000000 Penalty: 5589.020996
	Iteration 59Q: 3 clusters Score -1.167794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11677945.000000 Penalty: 5589.020996
	Iteration 60F: 3 clusters Score -1.167794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11677946.000000 Penalty: 5589.020996
	Iteration 61Q: 3 clusters Score -1.167795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77214 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -11677944.000000 Penalty: 5589.020996
	Iteration 62Q: 3 clusters Score -1.167794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11677947.000000 Penalty: 5589.020996
	Iteration 63Q: 3 clusters Score -1.167795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11677955.000000 Penalty: 5589.020996
	Iteration 64Q: 3 clusters Score -1.167796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77222 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11677943.000000 Penalty: 5589.020996
	Iteration 65Q: 3 clusters Score -1.167794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11677947.000000 Penalty: 5589.020996
	Iteration 66Q: 3 clusters Score -1.167795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11677950.000000 Penalty: 5589.020996
	Iteration 67Q: 3 clusters Score -1.167795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11677952.000000 Penalty: 5589.020996
	Iteration 68Q: 3 clusters Score -1.167795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11677952.000000 Penalty: 5589.020996
	Iteration 69F: 3 clusters Score -1.167795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Entering Unmasked Estep 
Score: -1543872.375000 Penalty: 2294.533936
	Iteration 0F: 2 clusters Score -1543872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1535871.625000 Penalty: 4589.067871
	Iteration 0F: 3 clusters Score -1535872 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1538251.125000 Penalty: 4589.067871
	Iteration 1F: 3 clusters Score -1538251 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1538563.625000 Penalty: 4589.067871
	Iteration 2F: 3 clusters Score -1538564 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1538769.875000 Penalty: 4589.067871
	Iteration 3Q: 3 clusters Score -1538770 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1538950.250000 Penalty: 4589.067871
	Iteration 4Q: 3 clusters Score -1538950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1539120.500000 Penalty: 4589.067871
	Iteration 5Q: 3 clusters Score -1539120 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1539284.000000 Penalty: 4589.067871
	Iteration 6Q: 3 clusters Score -1539284 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1539456.000000 Penalty: 4589.067871
	Iteration 7Q: 3 clusters Score -1539456 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1539682.750000 Penalty: 4589.067871
	Iteration 8Q: 3 clusters Score -1539683 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1539989.125000 Penalty: 4589.067871
	Iteration 9Q: 3 clusters Score -1539989 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1540343.625000 Penalty: 4589.067871
	Iteration 10Q: 3 clusters Score -1540344 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1540665.500000 Penalty: 4589.067871
	Iteration 11Q: 3 clusters Score -1540666 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1540914.875000 Penalty: 4589.067871
	Iteration 12Q: 3 clusters Score -1540915 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1541117.125000 Penalty: 4589.067871
	Iteration 13Q: 3 clusters Score -1541117 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1541245.875000 Penalty: 4589.067871
	Iteration 14Q: 3 clusters Score -1541246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1541327.375000 Penalty: 4589.067871
	Iteration 15Q: 3 clusters Score -1541327 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1541386.750000 Penalty: 4589.067871
	Iteration 16Q: 3 clusters Score -1541387 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1541430.375000 Penalty: 4589.067871
	Iteration 17Q: 3 clusters Score -1541430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1541466.750000 Penalty: 4589.067871
	Iteration 18Q: 3 clusters Score -1541467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1541506.625000 Penalty: 4589.067871
	Iteration 19Q: 3 clusters Score -1541507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1541528.625000 Penalty: 4589.067871
	Iteration 20F: 3 clusters Score -1541529 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1541559.375000 Penalty: 4589.067871
	Iteration 21Q: 3 clusters Score -1541559 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1541581.875000 Penalty: 4589.067871
	Iteration 22Q: 3 clusters Score -1541582 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1541603.625000 Penalty: 4589.067871
	Iteration 23Q: 3 clusters Score -1541604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1541627.375000 Penalty: 4589.067871
	Iteration 24Q: 3 clusters Score -1541627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1541650.000000 Penalty: 4589.067871
	Iteration 25Q: 3 clusters Score -1541650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1541670.500000 Penalty: 4589.067871
	Iteration 26Q: 3 clusters Score -1541670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1541688.625000 Penalty: 4589.067871
	Iteration 27Q: 3 clusters Score -1541689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1541702.375000 Penalty: 4589.067871
	Iteration 28Q: 3 clusters Score -1541702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1541722.750000 Penalty: 4589.067871
	Iteration 29Q: 3 clusters Score -1541723 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1541744.125000 Penalty: 4589.067871
	Iteration 30Q: 3 clusters Score -1541744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1541756.625000 Penalty: 4589.067871
	Iteration 31Q: 3 clusters Score -1541757 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1541771.875000 Penalty: 4589.067871
	Iteration 32Q: 3 clusters Score -1541772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1541793.000000 Penalty: 4589.067871
	Iteration 33Q: 3 clusters Score -1541793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1541811.625000 Penalty: 4589.067871
	Iteration 34Q: 3 clusters Score -1541812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1541834.875000 Penalty: 4589.067871
	Iteration 35Q: 3 clusters Score -1541835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1541847.375000 Penalty: 4589.067871
	Iteration 36Q: 3 clusters Score -1541847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1541860.500000 Penalty: 4589.067871
	Iteration 37Q: 3 clusters Score -1541860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1541887.375000 Penalty: 4589.067871
	Iteration 38Q: 3 clusters Score -1541887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1541908.375000 Penalty: 4589.067871
	Iteration 39Q: 3 clusters Score -1541908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1541938.250000 Penalty: 4589.067871
	Iteration 40F: 3 clusters Score -1541938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1541953.500000 Penalty: 4589.067871
	Iteration 41Q: 3 clusters Score -1541954 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1541970.250000 Penalty: 4589.067871
	Iteration 42Q: 3 clusters Score -1541970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1541978.875000 Penalty: 4589.067871
	Iteration 43Q: 3 clusters Score -1541979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1542005.250000 Penalty: 4589.067871
	Iteration 44Q: 3 clusters Score -1542005 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1542025.750000 Penalty: 4589.067871
	Iteration 45Q: 3 clusters Score -1542026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1542041.875000 Penalty: 4589.067871
	Iteration 46Q: 3 clusters Score -1542042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1542056.375000 Penalty: 4589.067871
	Iteration 47Q: 3 clusters Score -1542056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1542070.625000 Penalty: 4589.067871
	Iteration 48Q: 3 clusters Score -1542071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1542077.500000 Penalty: 4589.067871
	Iteration 49Q: 3 clusters Score -1542078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1542092.875000 Penalty: 4589.067871
	Iteration 50Q: 3 clusters Score -1542093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1542098.625000 Penalty: 4589.067871
	Iteration 51Q: 3 clusters Score -1542099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1542109.000000 Penalty: 4589.067871
	Iteration 52Q: 3 clusters Score -1542109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1542112.250000 Penalty: 4589.067871
	Iteration 53Q: 3 clusters Score -1542112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1542119.625000 Penalty: 4589.067871
	Iteration 54Q: 3 clusters Score -1542120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1542125.000000 Penalty: 4589.067871
	Iteration 55Q: 3 clusters Score -1542125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1542132.750000 Penalty: 4589.067871
	Iteration 56Q: 3 clusters Score -1542133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1542134.250000 Penalty: 4589.067871
	Iteration 57Q: 3 clusters Score -1542134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1542142.875000 Penalty: 4589.067871
	Iteration 58Q: 3 clusters Score -1542143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1542144.625000 Penalty: 4589.067871
	Iteration 59Q: 3 clusters Score -1542145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1542148.500000 Penalty: 4589.067871
	Iteration 60F: 3 clusters Score -1542148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1542151.500000 Penalty: 4589.067871
	Iteration 61Q: 3 clusters Score -1542152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1542157.000000 Penalty: 4589.067871
	Iteration 62Q: 3 clusters Score -1542157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1542154.625000 Penalty: 4589.067871
	Iteration 63Q: 3 clusters Score -1542155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1542156.125000 Penalty: 4589.067871
	Iteration 64Q: 3 clusters Score -1542156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1542162.500000 Penalty: 4589.067871
	Iteration 65Q: 3 clusters Score -1542162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1542169.875000 Penalty: 4589.067871
	Iteration 66Q: 3 clusters Score -1542170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1542166.500000 Penalty: 4589.067871
	Iteration 67Q: 3 clusters Score -1542166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1542171.625000 Penalty: 4589.067871
	Iteration 68Q: 3 clusters Score -1542172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1542172.000000 Penalty: 4589.067871
	Iteration 69Q: 3 clusters Score -1542172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1542181.250000 Penalty: 4589.067871
	Iteration 70Q: 3 clusters Score -1542181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1542185.875000 Penalty: 4589.067871
	Iteration 71Q: 3 clusters Score -1542186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1542188.750000 Penalty: 4589.067871
	Iteration 72Q: 3 clusters Score -1542189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1542194.375000 Penalty: 4589.067871
	Iteration 73Q: 3 clusters Score -1542194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1542202.500000 Penalty: 4589.067871
	Iteration 74Q: 3 clusters Score -1542202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1542201.875000 Penalty: 4589.067871
	Iteration 75Q: 3 clusters Score -1542202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1542207.250000 Penalty: 4589.067871
	Iteration 76Q: 3 clusters Score -1542207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1542209.500000 Penalty: 4589.067871
	Iteration 77Q: 3 clusters Score -1542210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1542216.750000 Penalty: 4589.067871
	Iteration 78Q: 3 clusters Score -1542217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1542219.625000 Penalty: 4589.067871
	Iteration 79Q: 3 clusters Score -1542220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1542220.250000 Penalty: 4589.067871
	Iteration 80F: 3 clusters Score -1542220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1542223.875000 Penalty: 4589.067871
	Iteration 81Q: 3 clusters Score -1542224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1542229.625000 Penalty: 4589.067871
	Iteration 82Q: 3 clusters Score -1542230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1542236.375000 Penalty: 4589.067871
	Iteration 83Q: 3 clusters Score -1542236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1542236.625000 Penalty: 4589.067871
	Iteration 84Q: 3 clusters Score -1542237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1542234.875000 Penalty: 4589.067871
	Iteration 85Q: 3 clusters Score -1542235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1542246.125000 Penalty: 4589.067871
	Iteration 86Q: 3 clusters Score -1542246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1542245.125000 Penalty: 4589.067871
	Iteration 87Q: 3 clusters Score -1542245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1542246.375000 Penalty: 4589.067871
	Iteration 88Q: 3 clusters Score -1542246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1542244.500000 Penalty: 4589.067871
	Iteration 89Q: 3 clusters Score -1542244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1542248.500000 Penalty: 4589.067871
	Iteration 90Q: 3 clusters Score -1542248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1542248.625000 Penalty: 4589.067871
	Iteration 91Q: 3 clusters Score -1542249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1542248.125000 Penalty: 4589.067871
	Iteration 92Q: 3 clusters Score -1542248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1542249.875000 Penalty: 4589.067871
	Iteration 93Q: 3 clusters Score -1542250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1542250.000000 Penalty: 4589.067871
	Iteration 94Q: 3 clusters Score -1542250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1542251.875000 Penalty: 4589.067871
	Iteration 95Q: 3 clusters Score -1542252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1542255.250000 Penalty: 4589.067871
	Iteration 96Q: 3 clusters Score -1542255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1542252.375000 Penalty: 4589.067871
	Iteration 97Q: 3 clusters Score -1542252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1542258.875000 Penalty: 4589.067871
	Iteration 98Q: 3 clusters Score -1542259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1542255.875000 Penalty: 4589.067871
	Iteration 99Q: 3 clusters Score -1542256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1542260.000000 Penalty: 4589.067871
	Iteration 100F: 3 clusters Score -1542260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1542261.375000 Penalty: 4589.067871
	Iteration 101Q: 3 clusters Score -1542261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1542259.500000 Penalty: 4589.067871
	Iteration 102Q: 3 clusters Score -1542260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1542260.000000 Penalty: 4589.067871
	Iteration 103Q: 3 clusters Score -1542260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1542260.750000 Penalty: 4589.067871
	Iteration 104Q: 3 clusters Score -1542261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1542259.125000 Penalty: 4589.067871
	Iteration 105Q: 3 clusters Score -1542259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1542261.750000 Penalty: 4589.067871
	Iteration 106Q: 3 clusters Score -1542262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1542261.500000 Penalty: 4589.067871
	Iteration 107Q: 3 clusters Score -1542262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1542260.625000 Penalty: 4589.067871
	Iteration 108Q: 3 clusters Score -1542261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1542261.875000 Penalty: 4589.067871
	Iteration 109Q: 3 clusters Score -1542262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1542262.125000 Penalty: 4589.067871
	Iteration 110Q: 3 clusters Score -1542262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1542260.125000 Penalty: 4589.067871
	Iteration 111Q: 3 clusters Score -1542260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1542264.375000 Penalty: 4589.067871
	Iteration 112Q: 3 clusters Score -1542264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1542266.750000 Penalty: 4589.067871
	Iteration 113Q: 3 clusters Score -1542267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1542267.125000 Penalty: 4589.067871
	Iteration 114Q: 3 clusters Score -1542267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1542266.250000 Penalty: 4589.067871
	Iteration 115Q: 3 clusters Score -1542266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1542266.000000 Penalty: 4589.067871
	Iteration 116Q: 3 clusters Score -1542266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1542268.625000 Penalty: 4589.067871
	Iteration 117Q: 3 clusters Score -1542269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1542271.250000 Penalty: 4589.067871
	Iteration 118Q: 3 clusters Score -1542271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1542274.625000 Penalty: 4589.067871
	Iteration 119Q: 3 clusters Score -1542275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1542276.500000 Penalty: 4589.067871
	Iteration 120F: 3 clusters Score -1542276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1542278.500000 Penalty: 4589.067871
	Iteration 121Q: 3 clusters Score -1542278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1542282.625000 Penalty: 4589.067871
	Iteration 122Q: 3 clusters Score -1542283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1542282.375000 Penalty: 4589.067871
	Iteration 123Q: 3 clusters Score -1542282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1542282.000000 Penalty: 4589.067871
	Iteration 124Q: 3 clusters Score -1542282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1542278.875000 Penalty: 4589.067871
	Iteration 125Q: 3 clusters Score -1542279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1542283.750000 Penalty: 4589.067871
	Iteration 126Q: 3 clusters Score -1542284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1542282.500000 Penalty: 4589.067871
	Iteration 127Q: 3 clusters Score -1542282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1542286.000000 Penalty: 4589.067871
	Iteration 128Q: 3 clusters Score -1542286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1542287.375000 Penalty: 4589.067871
	Iteration 129Q: 3 clusters Score -1542287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1542287.750000 Penalty: 4589.067871
	Iteration 130Q: 3 clusters Score -1542288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1542289.750000 Penalty: 4589.067871
	Iteration 131Q: 3 clusters Score -1542290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1542288.375000 Penalty: 4589.067871
	Iteration 132Q: 3 clusters Score -1542288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1542288.500000 Penalty: 4589.067871
	Iteration 133Q: 3 clusters Score -1542288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1542288.125000 Penalty: 4589.067871
	Iteration 134Q: 3 clusters Score -1542288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1542290.500000 Penalty: 4589.067871
	Iteration 135Q: 3 clusters Score -1542290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1542288.375000 Penalty: 4589.067871
	Iteration 136Q: 3 clusters Score -1542288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1542291.125000 Penalty: 4589.067871
	Iteration 137Q: 3 clusters Score -1542291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1542290.875000 Penalty: 4589.067871
	Iteration 138Q: 3 clusters Score -1542291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1542292.250000 Penalty: 4589.067871
	Iteration 139Q: 3 clusters Score -1542292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1542288.875000 Penalty: 4589.067871
	Iteration 140F: 3 clusters Score -1542289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1542291.375000 Penalty: 4589.067871
	Iteration 141Q: 3 clusters Score -1542291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1542291.375000 Penalty: 4589.067871
	Iteration 142Q: 3 clusters Score -1542291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1542293.750000 Penalty: 4589.067871
	Iteration 143Q: 3 clusters Score -1542294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1542297.625000 Penalty: 4589.067871
	Iteration 144Q: 3 clusters Score -1542298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1542297.250000 Penalty: 4589.067871
	Iteration 145Q: 3 clusters Score -1542297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1542298.875000 Penalty: 4589.067871
	Iteration 146Q: 3 clusters Score -1542299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1542302.000000 Penalty: 4589.067871
	Iteration 147Q: 3 clusters Score -1542302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1542305.500000 Penalty: 4589.067871
	Iteration 148Q: 3 clusters Score -1542306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1542304.250000 Penalty: 4589.067871
	Iteration 149Q: 3 clusters Score -1542304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1542306.375000 Penalty: 4589.067871
	Iteration 150Q: 3 clusters Score -1542306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1542306.375000 Penalty: 4589.067871
	Iteration 151F: 3 clusters Score -1542306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Entering Unmasked Estep 
Score: -648086.312500 Penalty: 2076.239990
	Iteration 0F: 2 clusters Score -648086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -644000.312500 Penalty: 4152.479980
	Iteration 0F: 3 clusters Score -644000.3 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -644891.812500 Penalty: 4152.479980
	Iteration 1F: 3 clusters Score -644891.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -645057.187500 Penalty: 4152.479980
	Iteration 2F: 3 clusters Score -645057.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -645159.250000 Penalty: 4152.479980
	Iteration 3Q: 3 clusters Score -645159.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -645227.750000 Penalty: 4152.479980
	Iteration 4Q: 3 clusters Score -645227.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -645295.937500 Penalty: 4152.479980
	Iteration 5Q: 3 clusters Score -645295.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -645359.312500 Penalty: 4152.479980
	Iteration 6Q: 3 clusters Score -645359.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -645405.000000 Penalty: 4152.479980
	Iteration 7Q: 3 clusters Score -645405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -645453.000000 Penalty: 4152.479980
	Iteration 8Q: 3 clusters Score -645453 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -645502.250000 Penalty: 4152.479980
	Iteration 9Q: 3 clusters Score -645502.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -645562.750000 Penalty: 4152.479980
	Iteration 10Q: 3 clusters Score -645562.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -645630.625000 Penalty: 4152.479980
	Iteration 11Q: 3 clusters Score -645630.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -645717.937500 Penalty: 4152.479980
	Iteration 12Q: 3 clusters Score -645717.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -645817.000000 Penalty: 4152.479980
	Iteration 13Q: 3 clusters Score -645817 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -645930.000000 Penalty: 4152.479980
	Iteration 14Q: 3 clusters Score -645930 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -646050.750000 Penalty: 4152.479980
	Iteration 15Q: 3 clusters Score -646050.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -646174.187500 Penalty: 4152.479980
	Iteration 16Q: 3 clusters Score -646174.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -646325.562500 Penalty: 4152.479980
	Iteration 17Q: 3 clusters Score -646325.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -646502.375000 Penalty: 4152.479980
	Iteration 18Q: 3 clusters Score -646502.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -646708.125000 Penalty: 4152.479980
	Iteration 19Q: 3 clusters Score -646708.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -646949.250000 Penalty: 4152.479980
	Iteration 20F: 3 clusters Score -646949.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -647142.875000 Penalty: 4152.479980
	Iteration 21Q: 3 clusters Score -647142.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -647246.437500 Penalty: 4152.479980
	Iteration 22Q: 3 clusters Score -647246.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -647274.562500 Penalty: 4152.479980
	Iteration 23Q: 3 clusters Score -647274.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -647285.125000 Penalty: 4152.479980
	Iteration 24Q: 3 clusters Score -647285.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -647290.750000 Penalty: 4152.479980
	Iteration 25Q: 3 clusters Score -647290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -647295.312500 Penalty: 4152.479980
	Iteration 26Q: 3 clusters Score -647295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -647296.937500 Penalty: 4152.479980
	Iteration 27Q: 3 clusters Score -647296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -647296.937500 Penalty: 4152.479980
	Iteration 28F: 3 clusters Score -647296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Entering Unmasked Estep 
Score: -2515506.750000 Penalty: 2413.724121
	Iteration 0F: 2 clusters Score -2515507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2503456.500000 Penalty: 4827.448242
	Iteration 0F: 3 clusters Score -2503456 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2507442.250000 Penalty: 4827.448242
	Iteration 1F: 3 clusters Score -2507442 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2507905.250000 Penalty: 4827.448242
	Iteration 2F: 3 clusters Score -2507905 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2508317.250000 Penalty: 4827.448242
	Iteration 3F: 3 clusters Score -2508317 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2508689.500000 Penalty: 4827.448242
	Iteration 4F: 3 clusters Score -2508690 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2509091.750000 Penalty: 4827.448242
	Iteration 5Q: 3 clusters Score -2509092 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2509572.500000 Penalty: 4827.448242
	Iteration 6F: 3 clusters Score -2509572 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2510077.500000 Penalty: 4827.448242
	Iteration 7F: 3 clusters Score -2510078 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2510572.250000 Penalty: 4827.448242
	Iteration 8F: 3 clusters Score -2510572 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2511029.250000 Penalty: 4827.448242
	Iteration 9Q: 3 clusters Score -2511029 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2511452.750000 Penalty: 4827.448242
	Iteration 10Q: 3 clusters Score -2511453 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2511827.750000 Penalty: 4827.448242
	Iteration 11Q: 3 clusters Score -2511828 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2512156.000000 Penalty: 4827.448242
	Iteration 12Q: 3 clusters Score -2512156 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2512448.500000 Penalty: 4827.448242
	Iteration 13Q: 3 clusters Score -2512448 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2512666.250000 Penalty: 4827.448242
	Iteration 14Q: 3 clusters Score -2512666 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2512850.750000 Penalty: 4827.448242
	Iteration 15Q: 3 clusters Score -2512851 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2513010.500000 Penalty: 4827.448242
	Iteration 16Q: 3 clusters Score -2513010 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2513119.000000 Penalty: 4827.448242
	Iteration 17Q: 3 clusters Score -2513119 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2513197.500000 Penalty: 4827.448242
	Iteration 18Q: 3 clusters Score -2513198 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2513247.250000 Penalty: 4827.448242
	Iteration 19Q: 3 clusters Score -2513247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2513292.500000 Penalty: 4827.448242
	Iteration 20F: 3 clusters Score -2513292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2513314.500000 Penalty: 4827.448242
	Iteration 21Q: 3 clusters Score -2513314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2513341.000000 Penalty: 4827.448242
	Iteration 22Q: 3 clusters Score -2513341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2513355.250000 Penalty: 4827.448242
	Iteration 23Q: 3 clusters Score -2513355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2513379.500000 Penalty: 4827.448242
	Iteration 24Q: 3 clusters Score -2513380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2513390.500000 Penalty: 4827.448242
	Iteration 25Q: 3 clusters Score -2513390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2513401.000000 Penalty: 4827.448242
	Iteration 26Q: 3 clusters Score -2513401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2513414.500000 Penalty: 4827.448242
	Iteration 27Q: 3 clusters Score -2513414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2513422.500000 Penalty: 4827.448242
	Iteration 28Q: 3 clusters Score -2513422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2513439.000000 Penalty: 4827.448242
	Iteration 29Q: 3 clusters Score -2513439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2513457.250000 Penalty: 4827.448242
	Iteration 30Q: 3 clusters Score -2513457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2513464.000000 Penalty: 4827.448242
	Iteration 31Q: 3 clusters Score -2513464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2513473.750000 Penalty: 4827.448242
	Iteration 32Q: 3 clusters Score -2513474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2513477.750000 Penalty: 4827.448242
	Iteration 33Q: 3 clusters Score -2513478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2513486.750000 Penalty: 4827.448242
	Iteration 34Q: 3 clusters Score -2513487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2513496.000000 Penalty: 4827.448242
	Iteration 35Q: 3 clusters Score -2513496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2513498.250000 Penalty: 4827.448242
	Iteration 36Q: 3 clusters Score -2513498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2513499.500000 Penalty: 4827.448242
	Iteration 37Q: 3 clusters Score -2513500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2513503.250000 Penalty: 4827.448242
	Iteration 38Q: 3 clusters Score -2513503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2513503.500000 Penalty: 4827.448242
	Iteration 39Q: 3 clusters Score -2513504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2513506.750000 Penalty: 4827.448242
	Iteration 40F: 3 clusters Score -2513507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2513510.500000 Penalty: 4827.448242
	Iteration 41Q: 3 clusters Score -2513510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2513511.500000 Penalty: 4827.448242
	Iteration 42Q: 3 clusters Score -2513512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2513514.500000 Penalty: 4827.448242
	Iteration 43Q: 3 clusters Score -2513514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2513515.250000 Penalty: 4827.448242
	Iteration 44Q: 3 clusters Score -2513515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2513515.000000 Penalty: 4827.448242
	Iteration 45Q: 3 clusters Score -2513515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2513513.750000 Penalty: 4827.448242
	Iteration 46Q: 3 clusters Score -2513514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2513514.250000 Penalty: 4827.448242
	Iteration 47Q: 3 clusters Score -2513514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2513513.000000 Penalty: 4827.448242
	Iteration 48Q: 3 clusters Score -2513513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2513509.500000 Penalty: 4827.448242
	Iteration 49Q: 3 clusters Score -2513510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2513513.000000 Penalty: 4827.448242
	Iteration 50Q: 3 clusters Score -2513513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2513517.750000 Penalty: 4827.448242
	Iteration 51Q: 3 clusters Score -2513518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2513519.750000 Penalty: 4827.448242
	Iteration 52Q: 3 clusters Score -2513520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2513521.500000 Penalty: 4827.448242
	Iteration 53Q: 3 clusters Score -2513522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2513525.250000 Penalty: 4827.448242
	Iteration 54Q: 3 clusters Score -2513525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2513525.250000 Penalty: 4827.448242
	Iteration 55F: 3 clusters Score -2513525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Entering Unmasked Estep 
Score: -1083750.500000 Penalty: 2222.195801
	Iteration 0F: 2 clusters Score -1083750 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 3897 members 
Entering Unmasked Estep 
Score: -1077555.375000 Penalty: 4444.391602
	Iteration 0F: 3 clusters Score -1077555 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1079338.250000 Penalty: 4444.391602
	Iteration 1F: 3 clusters Score -1079338 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1079869.875000 Penalty: 4444.391602
	Iteration 2F: 3 clusters Score -1079870 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1080349.000000 Penalty: 4444.391602
	Iteration 3F: 3 clusters Score -1080349 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1080744.000000 Penalty: 4444.391602
	Iteration 4F: 3 clusters Score -1080744 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1081075.125000 Penalty: 4444.391602
	Iteration 5F: 3 clusters Score -1081075 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1081397.500000 Penalty: 4444.391602
	Iteration 6F: 3 clusters Score -1081398 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1081729.125000 Penalty: 4444.391602
	Iteration 7F: 3 clusters Score -1081729 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1082013.875000 Penalty: 4444.391602
	Iteration 8Q: 3 clusters Score -1082014 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1082258.500000 Penalty: 4444.391602
	Iteration 9Q: 3 clusters Score -1082258 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1082459.125000 Penalty: 4444.391602
	Iteration 10Q: 3 clusters Score -1082459 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1082612.750000 Penalty: 4444.391602
	Iteration 11Q: 3 clusters Score -1082613 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1082712.500000 Penalty: 4444.391602
	Iteration 12Q: 3 clusters Score -1082712 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1082788.750000 Penalty: 4444.391602
	Iteration 13Q: 3 clusters Score -1082789 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1082854.125000 Penalty: 4444.391602
	Iteration 14Q: 3 clusters Score -1082854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1082910.625000 Penalty: 4444.391602
	Iteration 15Q: 3 clusters Score -1082911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1082955.375000 Penalty: 4444.391602
	Iteration 16Q: 3 clusters Score -1082955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1082985.250000 Penalty: 4444.391602
	Iteration 17Q: 3 clusters Score -1082985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1083015.875000 Penalty: 4444.391602
	Iteration 18Q: 3 clusters Score -1083016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1083042.375000 Penalty: 4444.391602
	Iteration 19Q: 3 clusters Score -1083042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1083062.500000 Penalty: 4444.391602
	Iteration 20F: 3 clusters Score -1083062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1083083.875000 Penalty: 4444.391602
	Iteration 21Q: 3 clusters Score -1083084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1083096.875000 Penalty: 4444.391602
	Iteration 22Q: 3 clusters Score -1083097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1083104.250000 Penalty: 4444.391602
	Iteration 23Q: 3 clusters Score -1083104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1083114.375000 Penalty: 4444.391602
	Iteration 24Q: 3 clusters Score -1083114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1083123.500000 Penalty: 4444.391602
	Iteration 25Q: 3 clusters Score -1083124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1083129.125000 Penalty: 4444.391602
	Iteration 26Q: 3 clusters Score -1083129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1083136.625000 Penalty: 4444.391602
	Iteration 27Q: 3 clusters Score -1083137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1083149.000000 Penalty: 4444.391602
	Iteration 28Q: 3 clusters Score -1083149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1083155.750000 Penalty: 4444.391602
	Iteration 29Q: 3 clusters Score -1083156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1083159.000000 Penalty: 4444.391602
	Iteration 30Q: 3 clusters Score -1083159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1083162.375000 Penalty: 4444.391602
	Iteration 31Q: 3 clusters Score -1083162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1083164.125000 Penalty: 4444.391602
	Iteration 32Q: 3 clusters Score -1083164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1083164.625000 Penalty: 4444.391602
	Iteration 33Q: 3 clusters Score -1083165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1083164.750000 Penalty: 4444.391602
	Iteration 34Q: 3 clusters Score -1083165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1083169.000000 Penalty: 4444.391602
	Iteration 35Q: 3 clusters Score -1083169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1083168.875000 Penalty: 4444.391602
	Iteration 36Q: 3 clusters Score -1083169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1083168.125000 Penalty: 4444.391602
	Iteration 37Q: 3 clusters Score -1083168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1083167.375000 Penalty: 4444.391602
	Iteration 38Q: 3 clusters Score -1083167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1083167.375000 Penalty: 4444.391602
	Iteration 39F: 3 clusters Score -1083167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -29659.873047 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -29659.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28491.636719 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -28491.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28597.798828 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -28597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28619.308594 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -28619.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28626.197266 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -28626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28629.183594 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -28629.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28629.183594 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -28629.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Entering Unmasked Estep 
Score: -9560008.000000 Penalty: 2743.831787
	Iteration 0F: 2 clusters Score -9560008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -9517191.000000 Penalty: 5487.663574
	Iteration 0F: 3 clusters Score -9517191 nChanged 29743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -9533836.000000 Penalty: 5487.663574
	Iteration 1F: 3 clusters Score -9533836 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -9534354.000000 Penalty: 5487.663574
	Iteration 2Q: 3 clusters Score -9534354 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -9534913.000000 Penalty: 5487.663574
	Iteration 3Q: 3 clusters Score -9534913 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -9535434.000000 Penalty: 5487.663574
	Iteration 4Q: 3 clusters Score -9535434 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -9536059.000000 Penalty: 5487.663574
	Iteration 5Q: 3 clusters Score -9536059 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -9536833.000000 Penalty: 5487.663574
	Iteration 6Q: 3 clusters Score -9536833 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9537856.000000 Penalty: 5487.663574
	Iteration 7Q: 3 clusters Score -9537856 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9539348.000000 Penalty: 5487.663574
	Iteration 8Q: 3 clusters Score -9539348 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -9541684.000000 Penalty: 5487.663574
	Iteration 9F: 3 clusters Score -9541684 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -9544689.000000 Penalty: 5487.663574
	Iteration 10F: 3 clusters Score -9544689 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -9548208.000000 Penalty: 5487.663574
	Iteration 11F: 3 clusters Score -9548208 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -9551388.000000 Penalty: 5487.663574
	Iteration 12F: 3 clusters Score -9551388 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -9553959.000000 Penalty: 5487.663574
	Iteration 13Q: 3 clusters Score -9553959 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9555656.000000 Penalty: 5487.663574
	Iteration 14Q: 3 clusters Score -9555656 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9556841.000000 Penalty: 5487.663574
	Iteration 15Q: 3 clusters Score -9556841 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9557605.000000 Penalty: 5487.663574
	Iteration 16Q: 3 clusters Score -9557605 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -9558005.000000 Penalty: 5487.663574
	Iteration 17Q: 3 clusters Score -9558005 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9558205.000000 Penalty: 5487.663574
	Iteration 18Q: 3 clusters Score -9558205 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9558298.000000 Penalty: 5487.663574
	Iteration 19Q: 3 clusters Score -9558298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9558386.000000 Penalty: 5487.663574
	Iteration 20F: 3 clusters Score -9558386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61542 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9558434.000000 Penalty: 5487.663574
	Iteration 21Q: 3 clusters Score -9558434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61588 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9558450.000000 Penalty: 5487.663574
	Iteration 22Q: 3 clusters Score -9558450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9558462.000000 Penalty: 5487.663574
	Iteration 23Q: 3 clusters Score -9558462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9558472.000000 Penalty: 5487.663574
	Iteration 24Q: 3 clusters Score -9558472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9558471.000000 Penalty: 5487.663574
	Iteration 25Q: 3 clusters Score -9558471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9558496.000000 Penalty: 5487.663574
	Iteration 26Q: 3 clusters Score -9558496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9558490.000000 Penalty: 5487.663574
	Iteration 27Q: 3 clusters Score -9558490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9558490.000000 Penalty: 5487.663574
	Iteration 28Q: 3 clusters Score -9558490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9558487.000000 Penalty: 5487.663574
	Iteration 29Q: 3 clusters Score -9558487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9558502.000000 Penalty: 5487.663574
	Iteration 30Q: 3 clusters Score -9558502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61721 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9558503.000000 Penalty: 5487.663574
	Iteration 31Q: 3 clusters Score -9558503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9558508.000000 Penalty: 5487.663574
	Iteration 32Q: 3 clusters Score -9558508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9558507.000000 Penalty: 5487.663574
	Iteration 33Q: 3 clusters Score -9558507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9558507.000000 Penalty: 5487.663574
	Iteration 34Q: 3 clusters Score -9558507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9558521.000000 Penalty: 5487.663574
	Iteration 35Q: 3 clusters Score -9558521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9558518.000000 Penalty: 5487.663574
	Iteration 36Q: 3 clusters Score -9558518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9558535.000000 Penalty: 5487.663574
	Iteration 37Q: 3 clusters Score -9558535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9558539.000000 Penalty: 5487.663574
	Iteration 38Q: 3 clusters Score -9558539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9558542.000000 Penalty: 5487.663574
	Iteration 39Q: 3 clusters Score -9558542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9558538.000000 Penalty: 5487.663574
	Iteration 40F: 3 clusters Score -9558538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9558537.000000 Penalty: 5487.663574
	Iteration 41Q: 3 clusters Score -9558537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9558551.000000 Penalty: 5487.663574
	Iteration 42Q: 3 clusters Score -9558551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9558544.000000 Penalty: 5487.663574
	Iteration 43Q: 3 clusters Score -9558544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9558542.000000 Penalty: 5487.663574
	Iteration 44Q: 3 clusters Score -9558542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61792 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9558526.000000 Penalty: 5487.663574
	Iteration 45Q: 3 clusters Score -9558526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9558530.000000 Penalty: 5487.663574
	Iteration 46Q: 3 clusters Score -9558530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9558525.000000 Penalty: 5487.663574
	Iteration 47Q: 3 clusters Score -9558525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9558530.000000 Penalty: 5487.663574
	Iteration 48Q: 3 clusters Score -9558530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9558544.000000 Penalty: 5487.663574
	Iteration 49Q: 3 clusters Score -9558544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9558540.000000 Penalty: 5487.663574
	Iteration 50Q: 3 clusters Score -9558540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9558540.000000 Penalty: 5487.663574
	Iteration 51Q: 3 clusters Score -9558540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61802 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9558545.000000 Penalty: 5487.663574
	Iteration 52Q: 3 clusters Score -9558545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9558554.000000 Penalty: 5487.663574
	Iteration 53Q: 3 clusters Score -9558554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9558553.000000 Penalty: 5487.663574
	Iteration 54Q: 3 clusters Score -9558553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9558553.000000 Penalty: 5487.663574
	Iteration 55F: 3 clusters Score -9558553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Entering Unmasked Estep 
Score: -2137473.250000 Penalty: 2375.489990
	Iteration 0F: 2 clusters Score -2137473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2127004.750000 Penalty: 4750.979980
	Iteration 0F: 3 clusters Score -2127005 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2130407.750000 Penalty: 4750.979980
	Iteration 1F: 3 clusters Score -2130408 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2130820.250000 Penalty: 4750.979980
	Iteration 2F: 3 clusters Score -2130820 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2131137.500000 Penalty: 4750.979980
	Iteration 3F: 3 clusters Score -2131138 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2131410.500000 Penalty: 4750.979980
	Iteration 4Q: 3 clusters Score -2131410 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2131659.000000 Penalty: 4750.979980
	Iteration 5Q: 3 clusters Score -2131659 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2131925.500000 Penalty: 4750.979980
	Iteration 6Q: 3 clusters Score -2131926 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2132214.250000 Penalty: 4750.979980
	Iteration 7Q: 3 clusters Score -2132214 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2132536.000000 Penalty: 4750.979980
	Iteration 8Q: 3 clusters Score -2132536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2132886.750000 Penalty: 4750.979980
	Iteration 9Q: 3 clusters Score -2132887 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2133262.750000 Penalty: 4750.979980
	Iteration 10Q: 3 clusters Score -2133263 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2133647.000000 Penalty: 4750.979980
	Iteration 11Q: 3 clusters Score -2133647 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2133989.000000 Penalty: 4750.979980
	Iteration 12Q: 3 clusters Score -2133989 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2134298.750000 Penalty: 4750.979980
	Iteration 13Q: 3 clusters Score -2134299 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2134541.500000 Penalty: 4750.979980
	Iteration 14Q: 3 clusters Score -2134542 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2134726.750000 Penalty: 4750.979980
	Iteration 15Q: 3 clusters Score -2134727 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2134883.000000 Penalty: 4750.979980
	Iteration 16Q: 3 clusters Score -2134883 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2135033.250000 Penalty: 4750.979980
	Iteration 17Q: 3 clusters Score -2135033 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2135142.750000 Penalty: 4750.979980
	Iteration 18Q: 3 clusters Score -2135143 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2135241.250000 Penalty: 4750.979980
	Iteration 19Q: 3 clusters Score -2135241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2135323.000000 Penalty: 4750.979980
	Iteration 20F: 3 clusters Score -2135323 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2135390.750000 Penalty: 4750.979980
	Iteration 21Q: 3 clusters Score -2135391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2135442.750000 Penalty: 4750.979980
	Iteration 22Q: 3 clusters Score -2135443 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2135490.250000 Penalty: 4750.979980
	Iteration 23Q: 3 clusters Score -2135490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2135525.250000 Penalty: 4750.979980
	Iteration 24Q: 3 clusters Score -2135525 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2135539.750000 Penalty: 4750.979980
	Iteration 25Q: 3 clusters Score -2135540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2135547.750000 Penalty: 4750.979980
	Iteration 26Q: 3 clusters Score -2135548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -2135557.750000 Penalty: 4750.979980
	Iteration 27Q: 3 clusters Score -2135558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2135566.500000 Penalty: 4750.979980
	Iteration 28Q: 3 clusters Score -2135566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2135575.500000 Penalty: 4750.979980
	Iteration 29Q: 3 clusters Score -2135576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2135578.000000 Penalty: 4750.979980
	Iteration 30Q: 3 clusters Score -2135578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2135578.500000 Penalty: 4750.979980
	Iteration 31Q: 3 clusters Score -2135578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2135583.000000 Penalty: 4750.979980
	Iteration 32Q: 3 clusters Score -2135583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2135585.500000 Penalty: 4750.979980
	Iteration 33Q: 3 clusters Score -2135586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2135585.250000 Penalty: 4750.979980
	Iteration 34Q: 3 clusters Score -2135585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2135586.750000 Penalty: 4750.979980
	Iteration 35Q: 3 clusters Score -2135587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2135590.000000 Penalty: 4750.979980
	Iteration 36Q: 3 clusters Score -2135590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2135593.500000 Penalty: 4750.979980
	Iteration 37Q: 3 clusters Score -2135594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2135593.250000 Penalty: 4750.979980
	Iteration 38Q: 3 clusters Score -2135593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2135595.250000 Penalty: 4750.979980
	Iteration 39Q: 3 clusters Score -2135595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2135596.500000 Penalty: 4750.979980
	Iteration 40F: 3 clusters Score -2135596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2135596.500000 Penalty: 4750.979980
	Iteration 41Q: 3 clusters Score -2135596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2135596.500000 Penalty: 4750.979980
	Iteration 42F: 3 clusters Score -2135596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -350983.781250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -350983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348074.968750 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -348075 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -348782.625000 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -348782.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -349109.718750 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -349109.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -349438.000000 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -349438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -349803.000000 Penalty: 3885.072510
	Iteration 4F: 3 clusters Score -349803 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -350096.812500 Penalty: 3885.072510
	Iteration 5F: 3 clusters Score -350096.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -350268.125000 Penalty: 3885.072510
	Iteration 6F: 3 clusters Score -350268.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -350354.843750 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -350354.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -350410.437500 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -350410.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -350451.093750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -350451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -350484.187500 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -350484.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -350514.906250 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -350514.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -350542.218750 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -350542.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -350566.906250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -350566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -350580.156250 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -350580.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -350588.000000 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -350588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -350594.406250 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -350594.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -350595.843750 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -350595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -350597.156250 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -350597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -350597.156250 Penalty: 3885.072510
	Iteration 19F: 3 clusters Score -350597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1532640.125000 Penalty: 2308.948486
	Iteration 0F: 2 clusters Score -1532640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1524330.625000 Penalty: 4617.896973
	Iteration 0F: 3 clusters Score -1524331 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1527161.125000 Penalty: 4617.896973
	Iteration 1F: 3 clusters Score -1527161 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1527917.500000 Penalty: 4617.896973
	Iteration 2F: 3 clusters Score -1527918 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1528801.625000 Penalty: 4617.896973
	Iteration 3F: 3 clusters Score -1528802 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1529655.625000 Penalty: 4617.896973
	Iteration 4F: 3 clusters Score -1529656 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1530414.250000 Penalty: 4617.896973
	Iteration 5F: 3 clusters Score -1530414 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1530989.000000 Penalty: 4617.896973
	Iteration 6F: 3 clusters Score -1530989 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1531359.750000 Penalty: 4617.896973
	Iteration 7Q: 3 clusters Score -1531360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1531594.000000 Penalty: 4617.896973
	Iteration 8Q: 3 clusters Score -1531594 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1531753.125000 Penalty: 4617.896973
	Iteration 9Q: 3 clusters Score -1531753 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1531850.875000 Penalty: 4617.896973
	Iteration 10Q: 3 clusters Score -1531851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1531899.125000 Penalty: 4617.896973
	Iteration 11Q: 3 clusters Score -1531899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1531935.500000 Penalty: 4617.896973
	Iteration 12Q: 3 clusters Score -1531936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1531954.625000 Penalty: 4617.896973
	Iteration 13Q: 3 clusters Score -1531955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1531966.250000 Penalty: 4617.896973
	Iteration 14Q: 3 clusters Score -1531966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1531975.000000 Penalty: 4617.896973
	Iteration 15Q: 3 clusters Score -1531975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1531977.250000 Penalty: 4617.896973
	Iteration 16Q: 3 clusters Score -1531977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1531982.875000 Penalty: 4617.896973
	Iteration 17Q: 3 clusters Score -1531983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1531982.000000 Penalty: 4617.896973
	Iteration 18Q: 3 clusters Score -1531982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1531985.125000 Penalty: 4617.896973
	Iteration 19Q: 3 clusters Score -1531985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1531988.375000 Penalty: 4617.896973
	Iteration 20F: 3 clusters Score -1531988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1531990.875000 Penalty: 4617.896973
	Iteration 21Q: 3 clusters Score -1531991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1531991.125000 Penalty: 4617.896973
	Iteration 22Q: 3 clusters Score -1531991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1531991.500000 Penalty: 4617.896973
	Iteration 23Q: 3 clusters Score -1531992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1531993.000000 Penalty: 4617.896973
	Iteration 24Q: 3 clusters Score -1531993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1531993.000000 Penalty: 4617.896973
	Iteration 25F: 3 clusters Score -1531993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -579537.687500 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -579537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575444.437500 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -575444.4 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -576833.375000 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -576833.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -577333.000000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -577333 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -577726.000000 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -577726 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -577969.750000 Penalty: 4173.479980
	Iteration 4F: 3 clusters Score -577969.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -578097.562500 Penalty: 4173.479980
	Iteration 5Q: 3 clusters Score -578097.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -578184.375000 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -578184.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -578244.687500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -578244.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -578280.250000 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -578280.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -578296.812500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -578296.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -578306.500000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -578306.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -578314.125000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -578314.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -578318.812500 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -578318.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -578324.500000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -578324.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -578330.062500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -578330.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -578340.500000 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -578340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -578343.687500 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -578343.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -578350.000000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -578350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -578355.875000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -578355.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -578362.375000 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -578362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -578370.625000 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -578370.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -578379.875000 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -578379.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -578397.562500 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -578397.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -578408.812500 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -578408.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -578418.500000 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -578418.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -578427.312500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -578427.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -578431.562500 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -578431.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -578442.687500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -578442.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -578449.562500 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -578449.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -578459.312500 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -578459.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -578469.562500 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -578469.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -578486.000000 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -578486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -578504.375000 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -578504.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -578522.000000 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -578522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -578532.875000 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -578532.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -578545.125000 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -578545.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -578563.250000 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -578563.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -578571.937500 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -578571.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -578583.125000 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -578583.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -578600.875000 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -578600.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -578624.562500 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -578624.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -578661.000000 Penalty: 4173.479980
	Iteration 41Q: 3 clusters Score -578661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -578717.375000 Penalty: 4173.479980
	Iteration 42Q: 3 clusters Score -578717.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -578816.250000 Penalty: 4173.479980
	Iteration 43Q: 3 clusters Score -578816.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -578945.187500 Penalty: 4173.479980
	Iteration 44Q: 3 clusters Score -578945.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -579018.937500 Penalty: 4173.479980
	Iteration 45Q: 3 clusters Score -579018.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -579062.500000 Penalty: 4173.479980
	Iteration 46Q: 3 clusters Score -579062.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -579093.625000 Penalty: 4173.479980
	Iteration 47Q: 3 clusters Score -579093.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -579106.812500 Penalty: 4173.479980
	Iteration 48Q: 3 clusters Score -579106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -579116.500000 Penalty: 4173.479980
	Iteration 49Q: 3 clusters Score -579116.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -579126.375000 Penalty: 4173.479980
	Iteration 50Q: 3 clusters Score -579126.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -579139.187500 Penalty: 4173.479980
	Iteration 51Q: 3 clusters Score -579139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -579146.812500 Penalty: 4173.479980
	Iteration 52Q: 3 clusters Score -579146.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -579152.312500 Penalty: 4173.479980
	Iteration 53Q: 3 clusters Score -579152.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -579160.687500 Penalty: 4173.479980
	Iteration 54Q: 3 clusters Score -579160.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -579168.312500 Penalty: 4173.479980
	Iteration 55Q: 3 clusters Score -579168.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -579173.750000 Penalty: 4173.479980
	Iteration 56Q: 3 clusters Score -579173.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -579174.250000 Penalty: 4173.479980
	Iteration 57Q: 3 clusters Score -579174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -579176.125000 Penalty: 4173.479980
	Iteration 58Q: 3 clusters Score -579176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -579178.187500 Penalty: 4173.479980
	Iteration 59Q: 3 clusters Score -579178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -579179.375000 Penalty: 4173.479980
	Iteration 60F: 3 clusters Score -579179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -579183.187500 Penalty: 4173.479980
	Iteration 61Q: 3 clusters Score -579183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -579183.250000 Penalty: 4173.479980
	Iteration 62Q: 3 clusters Score -579183.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -579184.062500 Penalty: 4173.479980
	Iteration 63Q: 3 clusters Score -579184.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -579184.250000 Penalty: 4173.479980
	Iteration 64Q: 3 clusters Score -579184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -579185.437500 Penalty: 4173.479980
	Iteration 65Q: 3 clusters Score -579185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -579186.437500 Penalty: 4173.479980
	Iteration 66Q: 3 clusters Score -579186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -579186.437500 Penalty: 4173.479980
	Iteration 67F: 3 clusters Score -579186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -853538.187500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -853538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -848466.312500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -848466.3 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -849888.312500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -849888.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -850286.625000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -850286.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -850616.437500 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -850616.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -850916.250000 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -850916.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -851153.625000 Penalty: 4309.723633
	Iteration 5F: 3 clusters Score -851153.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -851353.125000 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -851353.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -851510.937500 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -851510.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -851630.687500 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -851630.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -851712.437500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -851712.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -851773.062500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -851773.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -851821.375000 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -851821.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -851852.312500 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -851852.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -851885.312500 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -851885.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -851912.125000 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -851912.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -851925.250000 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -851925.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -851938.625000 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -851938.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -851949.125000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -851949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -851958.000000 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -851958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -851964.812500 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -851964.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -851968.875000 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -851968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -851972.250000 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -851972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -851976.687500 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -851976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -851981.375000 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -851981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -851982.625000 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -851982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -851984.000000 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -851984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -851986.062500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -851986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -851989.187500 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -851989.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -851992.500000 Penalty: 4309.723633
	Iteration 28Q: 3 clusters Score -851992.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -851996.937500 Penalty: 4309.723633
	Iteration 29Q: 3 clusters Score -851996.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -852002.875000 Penalty: 4309.723633
	Iteration 30Q: 3 clusters Score -852002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -852008.687500 Penalty: 4309.723633
	Iteration 31Q: 3 clusters Score -852008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -852018.500000 Penalty: 4309.723633
	Iteration 32Q: 3 clusters Score -852018.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -852031.062500 Penalty: 4309.723633
	Iteration 33Q: 3 clusters Score -852031.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -852042.312500 Penalty: 4309.723633
	Iteration 34Q: 3 clusters Score -852042.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -852051.562500 Penalty: 4309.723633
	Iteration 35Q: 3 clusters Score -852051.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -852064.125000 Penalty: 4309.723633
	Iteration 36Q: 3 clusters Score -852064.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -852074.062500 Penalty: 4309.723633
	Iteration 37Q: 3 clusters Score -852074.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -852078.375000 Penalty: 4309.723633
	Iteration 38Q: 3 clusters Score -852078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -852083.500000 Penalty: 4309.723633
	Iteration 39Q: 3 clusters Score -852083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -852087.187500 Penalty: 4309.723633
	Iteration 40F: 3 clusters Score -852087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -852087.687500 Penalty: 4309.723633
	Iteration 41Q: 3 clusters Score -852087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -852091.812500 Penalty: 4309.723633
	Iteration 42Q: 3 clusters Score -852091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -852098.187500 Penalty: 4309.723633
	Iteration 43Q: 3 clusters Score -852098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -852104.562500 Penalty: 4309.723633
	Iteration 44Q: 3 clusters Score -852104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -852107.500000 Penalty: 4309.723633
	Iteration 45Q: 3 clusters Score -852107.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -852111.375000 Penalty: 4309.723633
	Iteration 46Q: 3 clusters Score -852111.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -852118.062500 Penalty: 4309.723633
	Iteration 47Q: 3 clusters Score -852118.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -852123.437500 Penalty: 4309.723633
	Iteration 48Q: 3 clusters Score -852123.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -852130.250000 Penalty: 4309.723633
	Iteration 49Q: 3 clusters Score -852130.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -852133.562500 Penalty: 4309.723633
	Iteration 50Q: 3 clusters Score -852133.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -852139.125000 Penalty: 4309.723633
	Iteration 51Q: 3 clusters Score -852139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -852142.000000 Penalty: 4309.723633
	Iteration 52Q: 3 clusters Score -852142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -852147.375000 Penalty: 4309.723633
	Iteration 53Q: 3 clusters Score -852147.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -852155.937500 Penalty: 4309.723633
	Iteration 54Q: 3 clusters Score -852155.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -852167.562500 Penalty: 4309.723633
	Iteration 55Q: 3 clusters Score -852167.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -852173.187500 Penalty: 4309.723633
	Iteration 56Q: 3 clusters Score -852173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -852179.562500 Penalty: 4309.723633
	Iteration 57Q: 3 clusters Score -852179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -852186.687500 Penalty: 4309.723633
	Iteration 58Q: 3 clusters Score -852186.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -852192.062500 Penalty: 4309.723633
	Iteration 59Q: 3 clusters Score -852192.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -852196.062500 Penalty: 4309.723633
	Iteration 60F: 3 clusters Score -852196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -852199.000000 Penalty: 4309.723633
	Iteration 61Q: 3 clusters Score -852199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -852204.750000 Penalty: 4309.723633
	Iteration 62Q: 3 clusters Score -852204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -852211.812500 Penalty: 4309.723633
	Iteration 63Q: 3 clusters Score -852211.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -852225.437500 Penalty: 4309.723633
	Iteration 64Q: 3 clusters Score -852225.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -852243.062500 Penalty: 4309.723633
	Iteration 65Q: 3 clusters Score -852243.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -852256.312500 Penalty: 4309.723633
	Iteration 66Q: 3 clusters Score -852256.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -852268.875000 Penalty: 4309.723633
	Iteration 67Q: 3 clusters Score -852268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -852282.812500 Penalty: 4309.723633
	Iteration 68Q: 3 clusters Score -852282.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -852304.062500 Penalty: 4309.723633
	Iteration 69Q: 3 clusters Score -852304.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -852329.937500 Penalty: 4309.723633
	Iteration 70Q: 3 clusters Score -852329.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -852353.875000 Penalty: 4309.723633
	Iteration 71Q: 3 clusters Score -852353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -852377.687500 Penalty: 4309.723633
	Iteration 72Q: 3 clusters Score -852377.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -852395.312500 Penalty: 4309.723633
	Iteration 73Q: 3 clusters Score -852395.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -852427.437500 Penalty: 4309.723633
	Iteration 74Q: 3 clusters Score -852427.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -852453.812500 Penalty: 4309.723633
	Iteration 75Q: 3 clusters Score -852453.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -852469.500000 Penalty: 4309.723633
	Iteration 76Q: 3 clusters Score -852469.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -852486.812500 Penalty: 4309.723633
	Iteration 77Q: 3 clusters Score -852486.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -852500.750000 Penalty: 4309.723633
	Iteration 78Q: 3 clusters Score -852500.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -852522.687500 Penalty: 4309.723633
	Iteration 79Q: 3 clusters Score -852522.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -852545.625000 Penalty: 4309.723633
	Iteration 80F: 3 clusters Score -852545.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -852566.250000 Penalty: 4309.723633
	Iteration 81Q: 3 clusters Score -852566.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -852586.500000 Penalty: 4309.723633
	Iteration 82Q: 3 clusters Score -852586.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -852596.437500 Penalty: 4309.723633
	Iteration 83Q: 3 clusters Score -852596.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -852607.687500 Penalty: 4309.723633
	Iteration 84Q: 3 clusters Score -852607.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -852615.125000 Penalty: 4309.723633
	Iteration 85Q: 3 clusters Score -852615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -852626.125000 Penalty: 4309.723633
	Iteration 86Q: 3 clusters Score -852626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -852633.250000 Penalty: 4309.723633
	Iteration 87Q: 3 clusters Score -852633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -852639.375000 Penalty: 4309.723633
	Iteration 88Q: 3 clusters Score -852639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -852648.000000 Penalty: 4309.723633
	Iteration 89Q: 3 clusters Score -852648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852654.187500 Penalty: 4309.723633
	Iteration 90Q: 3 clusters Score -852654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -852659.375000 Penalty: 4309.723633
	Iteration 91Q: 3 clusters Score -852659.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -852666.125000 Penalty: 4309.723633
	Iteration 92Q: 3 clusters Score -852666.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -852668.500000 Penalty: 4309.723633
	Iteration 93Q: 3 clusters Score -852668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852668.750000 Penalty: 4309.723633
	Iteration 94Q: 3 clusters Score -852668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852671.250000 Penalty: 4309.723633
	Iteration 95Q: 3 clusters Score -852671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -852671.250000 Penalty: 4309.723633
	Iteration 96F: 3 clusters Score -852671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -713948.937500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -713948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -709542.687500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -709542.7 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -710614.375000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -710614.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -710843.562500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -710843.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -711007.437500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -711007.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -711110.125000 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -711110.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -711181.625000 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -711181.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -711256.562500 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -711256.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -711320.937500 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -711320.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -711373.375000 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -711373.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -711419.312500 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -711419.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -711455.437500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -711455.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -711479.875000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -711479.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -711509.937500 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -711509.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -711535.125000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -711535.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -711554.562500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -711554.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -711574.687500 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -711574.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -711591.187500 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -711591.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -711606.500000 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -711606.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -711620.125000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -711620.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -711633.750000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -711633.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -711652.750000 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -711652.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -711672.062500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -711672.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -711694.062500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -711694.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -711712.812500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -711712.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -711727.625000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -711727.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -711741.062500 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -711741.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -711753.875000 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -711753.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -711764.250000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -711764.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -711775.250000 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -711775.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -711784.562500 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -711784.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -711793.687500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -711793.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -711801.062500 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -711801.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -711803.437500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -711803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -711803.750000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -711803.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -711807.000000 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -711807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -711809.562500 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -711809.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -711812.750000 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -711812.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711813.625000 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -711813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711815.375000 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -711815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711814.125000 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -711814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -711814.625000 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -711814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -711816.375000 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -711816.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -711818.187500 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -711818.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -711817.812500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -711817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -711819.562500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -711819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -711818.625000 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -711818.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -711820.125000 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -711820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -711820.125000 Penalty: 4208.395996
	Iteration 47F: 3 clusters Score -711820.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -112776.773438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -112776.8 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 408 members 
Entering Unmasked Estep 
Score: -110961.773438 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -110961.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111280.593750 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -111280.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111465.765625 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -111465.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111621.898438 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -111621.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111766.750000 Penalty: 3335.616699
	Iteration 4F: 3 clusters Score -111766.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111880.945312 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -111880.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111950.703125 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -111950.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112014.015625 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -112014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112072.093750 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -112072.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112107.437500 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -112107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112126.031250 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -112126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112146.117188 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -112146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112152.796875 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -112152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112153.523438 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -112153.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112153.523438 Penalty: 3335.616699
	Iteration 14F: 3 clusters Score -112153.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -396050.062500 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -396050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -392862.781250 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -392862.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -393615.156250 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -393615.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -393848.531250 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -393848.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -393995.875000 Penalty: 3968.339600
	Iteration 3F: 3 clusters Score -393995.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -394141.437500 Penalty: 3968.339600
	Iteration 4Q: 3 clusters Score -394141.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -394273.343750 Penalty: 3968.339600
	Iteration 5Q: 3 clusters Score -394273.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -394395.312500 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -394395.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -394467.750000 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -394467.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394532.218750 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -394532.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -394580.781250 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -394580.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -394623.125000 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -394623.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -394661.187500 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -394661.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -394691.125000 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -394691.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -394709.968750 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -394710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -394720.656250 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -394720.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -394727.656250 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -394727.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -394733.187500 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -394733.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -394738.093750 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -394738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -394742.812500 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -394742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -394746.125000 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -394746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -394749.031250 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -394749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -394749.281250 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -394749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -394749.937500 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -394749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -394750.125000 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -394750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -394750.281250 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -394750.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -394752.437500 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -394752.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -394753.875000 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -394753.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -394756.687500 Penalty: 3968.339600
	Iteration 27Q: 3 clusters Score -394756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -394757.937500 Penalty: 3968.339600
	Iteration 28Q: 3 clusters Score -394757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -394759.593750 Penalty: 3968.339600
	Iteration 29Q: 3 clusters Score -394759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -394759.093750 Penalty: 3968.339600
	Iteration 30Q: 3 clusters Score -394759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -394759.343750 Penalty: 3968.339600
	Iteration 31Q: 3 clusters Score -394759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -394759.343750 Penalty: 3968.339600
	Iteration 32F: 3 clusters Score -394759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -1423094.250000 Penalty: 2274.943115
	Iteration 0F: 2 clusters Score -1423094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1415694.125000 Penalty: 4549.886230
	Iteration 0F: 3 clusters Score -1415694 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1417797.750000 Penalty: 4549.886230
	Iteration 1F: 3 clusters Score -1417798 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1418128.000000 Penalty: 4549.886230
	Iteration 2F: 3 clusters Score -1418128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1418404.625000 Penalty: 4549.886230
	Iteration 3F: 3 clusters Score -1418405 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1418633.500000 Penalty: 4549.886230
	Iteration 4Q: 3 clusters Score -1418634 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1418821.625000 Penalty: 4549.886230
	Iteration 5Q: 3 clusters Score -1418822 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1418982.375000 Penalty: 4549.886230
	Iteration 6Q: 3 clusters Score -1418982 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1419140.875000 Penalty: 4549.886230
	Iteration 7Q: 3 clusters Score -1419141 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1419281.625000 Penalty: 4549.886230
	Iteration 8Q: 3 clusters Score -1419282 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1419443.875000 Penalty: 4549.886230
	Iteration 9Q: 3 clusters Score -1419444 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1419619.125000 Penalty: 4549.886230
	Iteration 10Q: 3 clusters Score -1419619 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1419812.375000 Penalty: 4549.886230
	Iteration 11Q: 3 clusters Score -1419812 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1419991.375000 Penalty: 4549.886230
	Iteration 12Q: 3 clusters Score -1419991 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1420176.375000 Penalty: 4549.886230
	Iteration 13Q: 3 clusters Score -1420176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1420344.625000 Penalty: 4549.886230
	Iteration 14Q: 3 clusters Score -1420345 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1420462.625000 Penalty: 4549.886230
	Iteration 15Q: 3 clusters Score -1420463 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1420560.250000 Penalty: 4549.886230
	Iteration 16Q: 3 clusters Score -1420560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1420628.750000 Penalty: 4549.886230
	Iteration 17Q: 3 clusters Score -1420629 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1420688.500000 Penalty: 4549.886230
	Iteration 18Q: 3 clusters Score -1420688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1420729.000000 Penalty: 4549.886230
	Iteration 19Q: 3 clusters Score -1420729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1420763.875000 Penalty: 4549.886230
	Iteration 20F: 3 clusters Score -1420764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1420785.625000 Penalty: 4549.886230
	Iteration 21Q: 3 clusters Score -1420786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1420804.000000 Penalty: 4549.886230
	Iteration 22Q: 3 clusters Score -1420804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1420823.750000 Penalty: 4549.886230
	Iteration 23Q: 3 clusters Score -1420824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1420838.000000 Penalty: 4549.886230
	Iteration 24Q: 3 clusters Score -1420838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1420853.125000 Penalty: 4549.886230
	Iteration 25Q: 3 clusters Score -1420853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1420863.875000 Penalty: 4549.886230
	Iteration 26Q: 3 clusters Score -1420864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1420869.375000 Penalty: 4549.886230
	Iteration 27Q: 3 clusters Score -1420869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1420874.000000 Penalty: 4549.886230
	Iteration 28Q: 3 clusters Score -1420874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1420874.000000 Penalty: 4549.886230
	Iteration 29Q: 3 clusters Score -1420874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1420877.750000 Penalty: 4549.886230
	Iteration 30Q: 3 clusters Score -1420878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1420879.875000 Penalty: 4549.886230
	Iteration 31Q: 3 clusters Score -1420880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1420882.250000 Penalty: 4549.886230
	Iteration 32Q: 3 clusters Score -1420882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1420884.625000 Penalty: 4549.886230
	Iteration 33Q: 3 clusters Score -1420885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1420888.000000 Penalty: 4549.886230
	Iteration 34Q: 3 clusters Score -1420888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1420886.625000 Penalty: 4549.886230
	Iteration 35Q: 3 clusters Score -1420887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1420887.000000 Penalty: 4549.886230
	Iteration 36Q: 3 clusters Score -1420887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1420887.125000 Penalty: 4549.886230
	Iteration 37Q: 3 clusters Score -1420887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1420886.500000 Penalty: 4549.886230
	Iteration 38Q: 3 clusters Score -1420886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1420887.500000 Penalty: 4549.886230
	Iteration 39Q: 3 clusters Score -1420888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1420889.250000 Penalty: 4549.886230
	Iteration 40F: 3 clusters Score -1420889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1420888.750000 Penalty: 4549.886230
	Iteration 41Q: 3 clusters Score -1420889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1420890.750000 Penalty: 4549.886230
	Iteration 42Q: 3 clusters Score -1420891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1420890.500000 Penalty: 4549.886230
	Iteration 43Q: 3 clusters Score -1420890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1420892.375000 Penalty: 4549.886230
	Iteration 44Q: 3 clusters Score -1420892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1420890.750000 Penalty: 4549.886230
	Iteration 45Q: 3 clusters Score -1420891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1420893.625000 Penalty: 4549.886230
	Iteration 46Q: 3 clusters Score -1420894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1420894.875000 Penalty: 4549.886230
	Iteration 47Q: 3 clusters Score -1420895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1420894.000000 Penalty: 4549.886230
	Iteration 48Q: 3 clusters Score -1420894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1420897.250000 Penalty: 4549.886230
	Iteration 49Q: 3 clusters Score -1420897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1420898.500000 Penalty: 4549.886230
	Iteration 50Q: 3 clusters Score -1420898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1420898.875000 Penalty: 4549.886230
	Iteration 51Q: 3 clusters Score -1420899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1420897.000000 Penalty: 4549.886230
	Iteration 52Q: 3 clusters Score -1420897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1420900.000000 Penalty: 4549.886230
	Iteration 53Q: 3 clusters Score -1420900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1420905.750000 Penalty: 4549.886230
	Iteration 54Q: 3 clusters Score -1420906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1420905.000000 Penalty: 4549.886230
	Iteration 55Q: 3 clusters Score -1420905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1420906.375000 Penalty: 4549.886230
	Iteration 56Q: 3 clusters Score -1420906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1420909.000000 Penalty: 4549.886230
	Iteration 57Q: 3 clusters Score -1420909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1420914.750000 Penalty: 4549.886230
	Iteration 58Q: 3 clusters Score -1420915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1420913.750000 Penalty: 4549.886230
	Iteration 59Q: 3 clusters Score -1420914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1420917.500000 Penalty: 4549.886230
	Iteration 60F: 3 clusters Score -1420918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1420917.000000 Penalty: 4549.886230
	Iteration 61Q: 3 clusters Score -1420917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1420918.125000 Penalty: 4549.886230
	Iteration 62Q: 3 clusters Score -1420918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1420918.500000 Penalty: 4549.886230
	Iteration 63Q: 3 clusters Score -1420918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1420918.500000 Penalty: 4549.886230
	Iteration 64F: 3 clusters Score -1420918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -266130.218750 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -266130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -263613.062500 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -263613.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264084.906250 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -264084.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -264218.312500 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -264218.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264286.281250 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -264286.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -264331.875000 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -264331.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264367.562500 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -264367.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264404.687500 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -264404.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264453.031250 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -264453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -264494.843750 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -264494.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -264526.468750 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -264526.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -264552.593750 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -264552.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -264587.906250 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -264587.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -264624.000000 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -264624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264643.531250 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -264643.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -264658.812500 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -264658.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -264669.000000 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -264669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -264676.062500 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -264676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264682.781250 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -264682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264697.625000 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -264697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -264715.937500 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -264715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -264730.500000 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -264730.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -264750.125000 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -264750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -264761.843750 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -264761.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264769.437500 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -264769.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -264775.812500 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -264775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -264788.000000 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -264788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264805.593750 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -264805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -264828.656250 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -264828.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264856.062500 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -264856.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264884.500000 Penalty: 3721.631592
	Iteration 29Q: 3 clusters Score -264884.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264901.687500 Penalty: 3721.631592
	Iteration 30Q: 3 clusters Score -264901.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -264925.250000 Penalty: 3721.631592
	Iteration 31Q: 3 clusters Score -264925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -264944.343750 Penalty: 3721.631592
	Iteration 32Q: 3 clusters Score -264944.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -264976.312500 Penalty: 3721.631592
	Iteration 33Q: 3 clusters Score -264976.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265016.031250 Penalty: 3721.631592
	Iteration 34Q: 3 clusters Score -265016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -265041.718750 Penalty: 3721.631592
	Iteration 35Q: 3 clusters Score -265041.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -265058.375000 Penalty: 3721.631592
	Iteration 36Q: 3 clusters Score -265058.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -265067.593750 Penalty: 3721.631592
	Iteration 37Q: 3 clusters Score -265067.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -265079.906250 Penalty: 3721.631592
	Iteration 38Q: 3 clusters Score -265079.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -265087.750000 Penalty: 3721.631592
	Iteration 39Q: 3 clusters Score -265087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -265094.781250 Penalty: 3721.631592
	Iteration 40F: 3 clusters Score -265094.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -265105.156250 Penalty: 3721.631592
	Iteration 41Q: 3 clusters Score -265105.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -265111.718750 Penalty: 3721.631592
	Iteration 42Q: 3 clusters Score -265111.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -265113.812500 Penalty: 3721.631592
	Iteration 43Q: 3 clusters Score -265113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -265117.500000 Penalty: 3721.631592
	Iteration 44Q: 3 clusters Score -265117.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -265119.906250 Penalty: 3721.631592
	Iteration 45Q: 3 clusters Score -265119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -265122.781250 Penalty: 3721.631592
	Iteration 46Q: 3 clusters Score -265122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -265125.625000 Penalty: 3721.631592
	Iteration 47Q: 3 clusters Score -265125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -265132.718750 Penalty: 3721.631592
	Iteration 48Q: 3 clusters Score -265132.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -265139.468750 Penalty: 3721.631592
	Iteration 49Q: 3 clusters Score -265139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -265143.281250 Penalty: 3721.631592
	Iteration 50Q: 3 clusters Score -265143.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -265146.625000 Penalty: 3721.631592
	Iteration 51Q: 3 clusters Score -265146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -265154.218750 Penalty: 3721.631592
	Iteration 52Q: 3 clusters Score -265154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -265170.125000 Penalty: 3721.631592
	Iteration 53Q: 3 clusters Score -265170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -265181.343750 Penalty: 3721.631592
	Iteration 54Q: 3 clusters Score -265181.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -265190.843750 Penalty: 3721.631592
	Iteration 55Q: 3 clusters Score -265190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -265195.968750 Penalty: 3721.631592
	Iteration 56Q: 3 clusters Score -265196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -265203.437500 Penalty: 3721.631592
	Iteration 57Q: 3 clusters Score -265203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -265207.156250 Penalty: 3721.631592
	Iteration 58Q: 3 clusters Score -265207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -265211.468750 Penalty: 3721.631592
	Iteration 59Q: 3 clusters Score -265211.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -265217.093750 Penalty: 3721.631592
	Iteration 60F: 3 clusters Score -265217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -265220.750000 Penalty: 3721.631592
	Iteration 61Q: 3 clusters Score -265220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -265225.156250 Penalty: 3721.631592
	Iteration 62Q: 3 clusters Score -265225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -265231.781250 Penalty: 3721.631592
	Iteration 63Q: 3 clusters Score -265231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -265234.625000 Penalty: 3721.631592
	Iteration 64Q: 3 clusters Score -265234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -265235.937500 Penalty: 3721.631592
	Iteration 65Q: 3 clusters Score -265235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -265240.687500 Penalty: 3721.631592
	Iteration 66Q: 3 clusters Score -265240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -265242.968750 Penalty: 3721.631592
	Iteration 67Q: 3 clusters Score -265243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -265244.375000 Penalty: 3721.631592
	Iteration 68Q: 3 clusters Score -265244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -265245.218750 Penalty: 3721.631592
	Iteration 69Q: 3 clusters Score -265245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -265246.750000 Penalty: 3721.631592
	Iteration 70Q: 3 clusters Score -265246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -265248.062500 Penalty: 3721.631592
	Iteration 71Q: 3 clusters Score -265248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -265248.062500 Penalty: 3721.631592
	Iteration 72F: 3 clusters Score -265248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (54238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Entering Unmasked Estep 
Score: -8062494.000000 Penalty: 2703.482178
	Iteration 0F: 2 clusters Score -8062494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -8025974.500000 Penalty: 5406.964355
	Iteration 0F: 3 clusters Score -8025974 nChanged 25216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -8040072.000000 Penalty: 5406.964355
	Iteration 1F: 3 clusters Score -8040072 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -8040782.500000 Penalty: 5406.964355
	Iteration 2Q: 3 clusters Score -8040782 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8041723.500000 Penalty: 5406.964355
	Iteration 3Q: 3 clusters Score -8041724 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8043038.500000 Penalty: 5406.964355
	Iteration 4F: 3 clusters Score -8043038 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -8044741.000000 Penalty: 5406.964355
	Iteration 5F: 3 clusters Score -8044741 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8046722.000000 Penalty: 5406.964355
	Iteration 6F: 3 clusters Score -8046722 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8049020.500000 Penalty: 5406.964355
	Iteration 7F: 3 clusters Score -8049020 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -8051323.000000 Penalty: 5406.964355
	Iteration 8F: 3 clusters Score -8051323 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8053607.500000 Penalty: 5406.964355
	Iteration 9F: 3 clusters Score -8053608 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8055710.000000 Penalty: 5406.964355
	Iteration 10Q: 3 clusters Score -8055710 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8057559.500000 Penalty: 5406.964355
	Iteration 11Q: 3 clusters Score -8057560 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8058773.000000 Penalty: 5406.964355
	Iteration 12Q: 3 clusters Score -8058773 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8059466.500000 Penalty: 5406.964355
	Iteration 13Q: 3 clusters Score -8059466 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8059773.000000 Penalty: 5406.964355
	Iteration 14Q: 3 clusters Score -8059773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8059955.500000 Penalty: 5406.964355
	Iteration 15Q: 3 clusters Score -8059956 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53752 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8060077.500000 Penalty: 5406.964355
	Iteration 16Q: 3 clusters Score -8060078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8060158.500000 Penalty: 5406.964355
	Iteration 17Q: 3 clusters Score -8060158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8060218.500000 Penalty: 5406.964355
	Iteration 18Q: 3 clusters Score -8060218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8060238.000000 Penalty: 5406.964355
	Iteration 19Q: 3 clusters Score -8060238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8060258.500000 Penalty: 5406.964355
	Iteration 20F: 3 clusters Score -8060258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8060267.500000 Penalty: 5406.964355
	Iteration 21Q: 3 clusters Score -8060268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8060270.000000 Penalty: 5406.964355
	Iteration 22Q: 3 clusters Score -8060270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8060277.500000 Penalty: 5406.964355
	Iteration 23Q: 3 clusters Score -8060278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8060278.500000 Penalty: 5406.964355
	Iteration 24Q: 3 clusters Score -8060278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8060286.000000 Penalty: 5406.964355
	Iteration 25Q: 3 clusters Score -8060286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8060290.000000 Penalty: 5406.964355
	Iteration 26Q: 3 clusters Score -8060290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8060284.500000 Penalty: 5406.964355
	Iteration 27Q: 3 clusters Score -8060284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8060293.000000 Penalty: 5406.964355
	Iteration 28Q: 3 clusters Score -8060293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8060292.000000 Penalty: 5406.964355
	Iteration 29Q: 3 clusters Score -8060292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8060297.000000 Penalty: 5406.964355
	Iteration 30Q: 3 clusters Score -8060297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8060297.000000 Penalty: 5406.964355
	Iteration 31F: 3 clusters Score -8060297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -1637234.125000 Penalty: 2308.319336
	Iteration 0F: 2 clusters Score -1637234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1628954.125000 Penalty: 4616.638672
	Iteration 0F: 3 clusters Score -1628954 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1631641.875000 Penalty: 4616.638672
	Iteration 1F: 3 clusters Score -1631642 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1632338.625000 Penalty: 4616.638672
	Iteration 2F: 3 clusters Score -1632339 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1633108.125000 Penalty: 4616.638672
	Iteration 3F: 3 clusters Score -1633108 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1633929.750000 Penalty: 4616.638672
	Iteration 4F: 3 clusters Score -1633930 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1634791.125000 Penalty: 4616.638672
	Iteration 5F: 3 clusters Score -1634791 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1635444.375000 Penalty: 4616.638672
	Iteration 6F: 3 clusters Score -1635444 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1635868.000000 Penalty: 4616.638672
	Iteration 7Q: 3 clusters Score -1635868 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1636158.500000 Penalty: 4616.638672
	Iteration 8Q: 3 clusters Score -1636158 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1636338.875000 Penalty: 4616.638672
	Iteration 9Q: 3 clusters Score -1636339 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1636441.250000 Penalty: 4616.638672
	Iteration 10Q: 3 clusters Score -1636441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1636525.250000 Penalty: 4616.638672
	Iteration 11Q: 3 clusters Score -1636525 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1636573.000000 Penalty: 4616.638672
	Iteration 12Q: 3 clusters Score -1636573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1636609.000000 Penalty: 4616.638672
	Iteration 13Q: 3 clusters Score -1636609 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1636635.250000 Penalty: 4616.638672
	Iteration 14Q: 3 clusters Score -1636635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1636646.750000 Penalty: 4616.638672
	Iteration 15Q: 3 clusters Score -1636647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1636652.750000 Penalty: 4616.638672
	Iteration 16Q: 3 clusters Score -1636653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1636660.625000 Penalty: 4616.638672
	Iteration 17Q: 3 clusters Score -1636661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1636661.750000 Penalty: 4616.638672
	Iteration 18Q: 3 clusters Score -1636662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1636665.750000 Penalty: 4616.638672
	Iteration 19Q: 3 clusters Score -1636666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1636663.875000 Penalty: 4616.638672
	Iteration 20F: 3 clusters Score -1636664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1636667.000000 Penalty: 4616.638672
	Iteration 21Q: 3 clusters Score -1636667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1636668.000000 Penalty: 4616.638672
	Iteration 22Q: 3 clusters Score -1636668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1636668.000000 Penalty: 4616.638672
	Iteration 23F: 3 clusters Score -1636668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -297563.437500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -297563.4 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 1111 members 
Entering Unmasked Estep 
Score: -294890.468750 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -294890.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -295498.906250 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -295498.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -295744.312500 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -295744.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -295925.750000 Penalty: 3811.424805
	Iteration 3F: 3 clusters Score -295925.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -296207.968750 Penalty: 3811.424805
	Iteration 4F: 3 clusters Score -296208 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -296537.906250 Penalty: 3811.424805
	Iteration 5F: 3 clusters Score -296537.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -296827.843750 Penalty: 3811.424805
	Iteration 6F: 3 clusters Score -296827.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -297096.937500 Penalty: 3811.424805
	Iteration 7F: 3 clusters Score -297096.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -297281.343750 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -297281.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -297417.406250 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -297417.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297550.468750 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -297550.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -297635.468750 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -297635.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297702.406250 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -297702.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297737.031250 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -297737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297755.031250 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -297755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297770.656250 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -297770.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -297792.125000 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -297792.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -297802.500000 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -297802.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -297807.093750 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -297807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297812.718750 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -297812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297813.062500 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -297813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297813.562500 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -297813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -297813.562500 Penalty: 3811.424805
	Iteration 22F: 3 clusters Score -297813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68749 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21618 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18892 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92028 members 
Mstep: Class 22 contains 36909 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63821 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11051 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54238 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 1130 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26024 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 1044 members 
Entering Unmasked Estep 
Score: -115071040.000000 Penalty: 175334.546875
Splitting cluster 43 changes total score from -115072192.000000 to -115071040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -890134.125000 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -890134.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -884928.437500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -884928.4 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -886226.000000 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -886226 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -886577.625000 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -886577.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -886881.250000 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -886881.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -887152.312500 Penalty: 4326.399414
	Iteration 4F: 3 clusters Score -887152.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -887391.937500 Penalty: 4326.399414
	Iteration 5F: 3 clusters Score -887391.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -887598.375000 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -887598.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -887750.062500 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -887750.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -887849.062500 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -887849.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -887925.937500 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -887925.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -887979.875000 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -887979.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -888027.750000 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -888027.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -888074.312500 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -888074.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -888110.562500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -888110.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -888146.937500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -888146.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -888178.125000 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -888178.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -888207.312500 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -888207.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -888237.000000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -888237 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -888279.187500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -888279.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -888319.187500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -888319.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -888368.812500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -888368.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -888401.312500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -888401.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -888429.250000 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -888429.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -888454.687500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -888454.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -888470.375000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -888470.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -888486.250000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -888486.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -888502.312500 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -888502.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -888521.375000 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -888521.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -888532.000000 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -888532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -888546.312500 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -888546.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -888555.375000 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -888555.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -888563.125000 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -888563.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -888568.250000 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -888568.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -888574.000000 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -888574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -888578.875000 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -888578.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -888589.062500 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -888589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -888595.125000 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -888595.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -888599.812500 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -888599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -888603.562500 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -888603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -888605.375000 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -888605.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -888607.500000 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -888607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -888609.750000 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -888609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -888612.437500 Penalty: 4326.399414
	Iteration 42Q: 3 clusters Score -888612.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -888616.625000 Penalty: 4326.399414
	Iteration 43Q: 3 clusters Score -888616.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -888618.125000 Penalty: 4326.399414
	Iteration 44Q: 3 clusters Score -888618.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -888621.125000 Penalty: 4326.399414
	Iteration 45Q: 3 clusters Score -888621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -888623.125000 Penalty: 4326.399414
	Iteration 46Q: 3 clusters Score -888623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -888622.562500 Penalty: 4326.399414
	Iteration 47Q: 3 clusters Score -888622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -888625.375000 Penalty: 4326.399414
	Iteration 48Q: 3 clusters Score -888625.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -888626.312500 Penalty: 4326.399414
	Iteration 49Q: 3 clusters Score -888626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -888626.750000 Penalty: 4326.399414
	Iteration 50Q: 3 clusters Score -888626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -888626.750000 Penalty: 4326.399414
	Iteration 51F: 3 clusters Score -888626.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -735806.625000 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -735806.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -731293.562500 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -731293.6 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -732483.250000 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -732483.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -732842.750000 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -732842.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -733136.500000 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -733136.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -733369.812500 Penalty: 4231.912598
	Iteration 4F: 3 clusters Score -733369.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -733542.250000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -733542.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -733665.937500 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -733665.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -733747.125000 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -733747.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -733807.375000 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -733807.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -733855.187500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -733855.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -733894.250000 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -733894.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -733921.062500 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -733921.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -733941.812500 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -733941.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -733958.375000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -733958.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -733972.625000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -733972.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -733986.750000 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -733986.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -733993.000000 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -733993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -734001.625000 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -734001.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -734010.625000 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -734010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -734017.437500 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -734017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -734021.437500 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -734021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -734027.687500 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -734027.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -734038.312500 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -734038.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -734044.937500 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -734044.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -734051.125000 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -734051.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -734058.250000 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -734058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -734062.062500 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -734062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -734071.187500 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -734071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -734078.500000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -734078.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -734090.250000 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -734090.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -734100.750000 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -734100.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -734110.937500 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -734110.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -734122.875000 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -734122.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -734130.250000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -734130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -734137.687500 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -734137.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -734150.750000 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -734150.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -734164.250000 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -734164.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -734173.687500 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -734173.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -734180.750000 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -734180.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -734189.187500 Penalty: 4231.912598
	Iteration 39Q: 3 clusters Score -734189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -734194.625000 Penalty: 4231.912598
	Iteration 40F: 3 clusters Score -734194.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -734199.125000 Penalty: 4231.912598
	Iteration 41Q: 3 clusters Score -734199.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -734200.687500 Penalty: 4231.912598
	Iteration 42Q: 3 clusters Score -734200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -734205.250000 Penalty: 4231.912598
	Iteration 43Q: 3 clusters Score -734205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -734212.687500 Penalty: 4231.912598
	Iteration 44Q: 3 clusters Score -734212.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -734218.062500 Penalty: 4231.912598
	Iteration 45Q: 3 clusters Score -734218.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -734225.125000 Penalty: 4231.912598
	Iteration 46Q: 3 clusters Score -734225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -734231.562500 Penalty: 4231.912598
	Iteration 47Q: 3 clusters Score -734231.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -734233.937500 Penalty: 4231.912598
	Iteration 48Q: 3 clusters Score -734233.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -734238.562500 Penalty: 4231.912598
	Iteration 49Q: 3 clusters Score -734238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -734242.375000 Penalty: 4231.912598
	Iteration 50Q: 3 clusters Score -734242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -734244.312500 Penalty: 4231.912598
	Iteration 51Q: 3 clusters Score -734244.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -734245.937500 Penalty: 4231.912598
	Iteration 52Q: 3 clusters Score -734245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -734248.437500 Penalty: 4231.912598
	Iteration 53Q: 3 clusters Score -734248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -734249.312500 Penalty: 4231.912598
	Iteration 54Q: 3 clusters Score -734249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -734251.750000 Penalty: 4231.912598
	Iteration 55Q: 3 clusters Score -734251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -734251.687500 Penalty: 4231.912598
	Iteration 56Q: 3 clusters Score -734251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -734251.687500 Penalty: 4231.912598
	Iteration 57F: 3 clusters Score -734251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -96498.484375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -96498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94799.890625 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -94799.89 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95034.304688 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -95034.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95121.875000 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -95121.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95181.398438 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -95181.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95224.039062 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -95224.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95242.718750 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -95242.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95256.437500 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -95256.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95276.492188 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -95276.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95288.851562 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -95288.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95295.992188 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -95295.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95301.734375 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -95301.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95304.132812 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -95304.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95306.437500 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -95306.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95306.437500 Penalty: 3246.493408
	Iteration 13F: 3 clusters Score -95306.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (26024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Entering Unmasked Estep 
Score: -3899120.750000 Penalty: 2521.360107
	Iteration 0F: 2 clusters Score -3899121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3881187.750000 Penalty: 5042.720215
	Iteration 0F: 3 clusters Score -3881188 nChanged 11608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3887286.250000 Penalty: 5042.720215
	Iteration 1F: 3 clusters Score -3887286 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3887690.750000 Penalty: 5042.720215
	Iteration 2Q: 3 clusters Score -3887691 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -3888084.500000 Penalty: 5042.720215
	Iteration 3Q: 3 clusters Score -3888084 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -3888399.500000 Penalty: 5042.720215
	Iteration 4Q: 3 clusters Score -3888400 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3888682.750000 Penalty: 5042.720215
	Iteration 5Q: 3 clusters Score -3888683 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3888968.250000 Penalty: 5042.720215
	Iteration 6Q: 3 clusters Score -3888968 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3889250.250000 Penalty: 5042.720215
	Iteration 7Q: 3 clusters Score -3889250 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3889547.000000 Penalty: 5042.720215
	Iteration 8Q: 3 clusters Score -3889547 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3889927.000000 Penalty: 5042.720215
	Iteration 9Q: 3 clusters Score -3889927 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3890357.250000 Penalty: 5042.720215
	Iteration 10Q: 3 clusters Score -3890357 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3891008.250000 Penalty: 5042.720215
	Iteration 11Q: 3 clusters Score -3891008 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3891852.250000 Penalty: 5042.720215
	Iteration 12Q: 3 clusters Score -3891852 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3892842.750000 Penalty: 5042.720215
	Iteration 13Q: 3 clusters Score -3892843 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3893671.750000 Penalty: 5042.720215
	Iteration 14Q: 3 clusters Score -3893672 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3894299.750000 Penalty: 5042.720215
	Iteration 15Q: 3 clusters Score -3894300 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3894737.500000 Penalty: 5042.720215
	Iteration 16Q: 3 clusters Score -3894738 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3895126.500000 Penalty: 5042.720215
	Iteration 17Q: 3 clusters Score -3895126 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3895450.750000 Penalty: 5042.720215
	Iteration 18Q: 3 clusters Score -3895451 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -3895725.250000 Penalty: 5042.720215
	Iteration 19Q: 3 clusters Score -3895725 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -3896023.250000 Penalty: 5042.720215
	Iteration 20F: 3 clusters Score -3896023 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3896266.500000 Penalty: 5042.720215
	Iteration 21Q: 3 clusters Score -3896266 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3896464.750000 Penalty: 5042.720215
	Iteration 22Q: 3 clusters Score -3896465 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3896654.500000 Penalty: 5042.720215
	Iteration 23Q: 3 clusters Score -3896654 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3896808.500000 Penalty: 5042.720215
	Iteration 24Q: 3 clusters Score -3896808 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3896929.500000 Penalty: 5042.720215
	Iteration 25Q: 3 clusters Score -3896930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3897026.500000 Penalty: 5042.720215
	Iteration 26Q: 3 clusters Score -3897026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3897079.250000 Penalty: 5042.720215
	Iteration 27Q: 3 clusters Score -3897079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3897112.750000 Penalty: 5042.720215
	Iteration 28Q: 3 clusters Score -3897113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3897161.250000 Penalty: 5042.720215
	Iteration 29Q: 3 clusters Score -3897161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3897184.000000 Penalty: 5042.720215
	Iteration 30Q: 3 clusters Score -3897184 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3897214.250000 Penalty: 5042.720215
	Iteration 31Q: 3 clusters Score -3897214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3897238.250000 Penalty: 5042.720215
	Iteration 32Q: 3 clusters Score -3897238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3897271.250000 Penalty: 5042.720215
	Iteration 33Q: 3 clusters Score -3897271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3897282.500000 Penalty: 5042.720215
	Iteration 34Q: 3 clusters Score -3897282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -3897306.500000 Penalty: 5042.720215
	Iteration 35Q: 3 clusters Score -3897306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -3897312.500000 Penalty: 5042.720215
	Iteration 36Q: 3 clusters Score -3897312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3897321.750000 Penalty: 5042.720215
	Iteration 37Q: 3 clusters Score -3897322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3897325.250000 Penalty: 5042.720215
	Iteration 38Q: 3 clusters Score -3897325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3897333.500000 Penalty: 5042.720215
	Iteration 39Q: 3 clusters Score -3897334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -3897343.250000 Penalty: 5042.720215
	Iteration 40F: 3 clusters Score -3897343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3897358.250000 Penalty: 5042.720215
	Iteration 41Q: 3 clusters Score -3897358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3897361.500000 Penalty: 5042.720215
	Iteration 42Q: 3 clusters Score -3897362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3897370.250000 Penalty: 5042.720215
	Iteration 43Q: 3 clusters Score -3897370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3897372.500000 Penalty: 5042.720215
	Iteration 44Q: 3 clusters Score -3897372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3897372.750000 Penalty: 5042.720215
	Iteration 45Q: 3 clusters Score -3897373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3897371.500000 Penalty: 5042.720215
	Iteration 46Q: 3 clusters Score -3897372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3897372.000000 Penalty: 5042.720215
	Iteration 47Q: 3 clusters Score -3897372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3897374.500000 Penalty: 5042.720215
	Iteration 48Q: 3 clusters Score -3897374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3897376.250000 Penalty: 5042.720215
	Iteration 49Q: 3 clusters Score -3897376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3897376.250000 Penalty: 5042.720215
	Iteration 50F: 3 clusters Score -3897376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96561.359375 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -94876.289062 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -94876.29 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95217.007812 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95217.01 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95389.882812 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95389.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95510.914062 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95510.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95615.140625 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95615.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95697.843750 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95697.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -95790.796875 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -95790.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95903.335938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -95903.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96039.281250 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96039.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -96185.726562 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96185.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96275.117188 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96275.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -96360.125000 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96360.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -96383.093750 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -96383.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96391.531250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -96391.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96393.023438 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -96393.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96393.023438 Penalty: 3306.179199
	Iteration 15F: 3 clusters Score -96393.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -88207.867188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -88207.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86528.117188 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -86528.12 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86736.945312 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -86736.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86801.265625 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -86801.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86838.773438 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -86838.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86856.367188 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -86856.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86867.046875 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -86867.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86874.531250 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -86874.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86883.789062 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -86883.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86889.367188 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -86889.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86890.679688 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -86890.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86890.679688 Penalty: 3205.662598
	Iteration 10F: 3 clusters Score -86890.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Entering Unmasked Estep 
Score: -1069236.875000 Penalty: 2202.592041
	Iteration 0F: 2 clusters Score -1069237 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 3584 members 
Entering Unmasked Estep 
Score: -1063363.875000 Penalty: 4405.184082
	Iteration 0F: 3 clusters Score -1063364 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1064848.375000 Penalty: 4405.184082
	Iteration 1F: 3 clusters Score -1064848 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1065086.500000 Penalty: 4405.184082
	Iteration 2F: 3 clusters Score -1065086 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1065254.500000 Penalty: 4405.184082
	Iteration 3Q: 3 clusters Score -1065254 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1065379.875000 Penalty: 4405.184082
	Iteration 4Q: 3 clusters Score -1065380 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1065500.875000 Penalty: 4405.184082
	Iteration 5Q: 3 clusters Score -1065501 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1065613.625000 Penalty: 4405.184082
	Iteration 6Q: 3 clusters Score -1065614 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1065714.125000 Penalty: 4405.184082
	Iteration 7Q: 3 clusters Score -1065714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1065813.750000 Penalty: 4405.184082
	Iteration 8Q: 3 clusters Score -1065814 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1065918.125000 Penalty: 4405.184082
	Iteration 9Q: 3 clusters Score -1065918 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1066016.375000 Penalty: 4405.184082
	Iteration 10Q: 3 clusters Score -1066016 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1066118.125000 Penalty: 4405.184082
	Iteration 11Q: 3 clusters Score -1066118 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1066203.875000 Penalty: 4405.184082
	Iteration 12Q: 3 clusters Score -1066204 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1066286.500000 Penalty: 4405.184082
	Iteration 13Q: 3 clusters Score -1066286 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1066369.375000 Penalty: 4405.184082
	Iteration 14Q: 3 clusters Score -1066369 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1066443.500000 Penalty: 4405.184082
	Iteration 15Q: 3 clusters Score -1066444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1066519.250000 Penalty: 4405.184082
	Iteration 16Q: 3 clusters Score -1066519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1066594.625000 Penalty: 4405.184082
	Iteration 17Q: 3 clusters Score -1066595 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1066683.250000 Penalty: 4405.184082
	Iteration 18Q: 3 clusters Score -1066683 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1066770.000000 Penalty: 4405.184082
	Iteration 19Q: 3 clusters Score -1066770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1066829.000000 Penalty: 4405.184082
	Iteration 20F: 3 clusters Score -1066829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1066894.750000 Penalty: 4405.184082
	Iteration 21Q: 3 clusters Score -1066895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1066964.500000 Penalty: 4405.184082
	Iteration 22Q: 3 clusters Score -1066964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1067029.875000 Penalty: 4405.184082
	Iteration 23Q: 3 clusters Score -1067030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1067085.875000 Penalty: 4405.184082
	Iteration 24Q: 3 clusters Score -1067086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1067118.750000 Penalty: 4405.184082
	Iteration 25Q: 3 clusters Score -1067119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1067147.750000 Penalty: 4405.184082
	Iteration 26Q: 3 clusters Score -1067148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1067179.750000 Penalty: 4405.184082
	Iteration 27Q: 3 clusters Score -1067180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1067204.000000 Penalty: 4405.184082
	Iteration 28Q: 3 clusters Score -1067204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1067219.250000 Penalty: 4405.184082
	Iteration 29Q: 3 clusters Score -1067219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1067235.625000 Penalty: 4405.184082
	Iteration 30Q: 3 clusters Score -1067236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1067248.875000 Penalty: 4405.184082
	Iteration 31Q: 3 clusters Score -1067249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1067257.875000 Penalty: 4405.184082
	Iteration 32Q: 3 clusters Score -1067258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1067268.875000 Penalty: 4405.184082
	Iteration 33Q: 3 clusters Score -1067269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1067273.500000 Penalty: 4405.184082
	Iteration 34Q: 3 clusters Score -1067274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1067279.125000 Penalty: 4405.184082
	Iteration 35Q: 3 clusters Score -1067279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1067285.750000 Penalty: 4405.184082
	Iteration 36Q: 3 clusters Score -1067286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1067292.000000 Penalty: 4405.184082
	Iteration 37Q: 3 clusters Score -1067292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1067301.000000 Penalty: 4405.184082
	Iteration 38Q: 3 clusters Score -1067301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1067306.250000 Penalty: 4405.184082
	Iteration 39Q: 3 clusters Score -1067306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1067310.750000 Penalty: 4405.184082
	Iteration 40F: 3 clusters Score -1067311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1067314.125000 Penalty: 4405.184082
	Iteration 41Q: 3 clusters Score -1067314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1067316.875000 Penalty: 4405.184082
	Iteration 42Q: 3 clusters Score -1067317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1067318.250000 Penalty: 4405.184082
	Iteration 43Q: 3 clusters Score -1067318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1067321.000000 Penalty: 4405.184082
	Iteration 44Q: 3 clusters Score -1067321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1067323.625000 Penalty: 4405.184082
	Iteration 45Q: 3 clusters Score -1067324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1067328.500000 Penalty: 4405.184082
	Iteration 46Q: 3 clusters Score -1067328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1067331.875000 Penalty: 4405.184082
	Iteration 47Q: 3 clusters Score -1067332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1067333.250000 Penalty: 4405.184082
	Iteration 48Q: 3 clusters Score -1067333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1067332.750000 Penalty: 4405.184082
	Iteration 49Q: 3 clusters Score -1067333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1067333.500000 Penalty: 4405.184082
	Iteration 50Q: 3 clusters Score -1067334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1067335.250000 Penalty: 4405.184082
	Iteration 51Q: 3 clusters Score -1067335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1067337.625000 Penalty: 4405.184082
	Iteration 52Q: 3 clusters Score -1067338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1067341.375000 Penalty: 4405.184082
	Iteration 53Q: 3 clusters Score -1067341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1067343.375000 Penalty: 4405.184082
	Iteration 54Q: 3 clusters Score -1067343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1067343.000000 Penalty: 4405.184082
	Iteration 55Q: 3 clusters Score -1067343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1067344.875000 Penalty: 4405.184082
	Iteration 56Q: 3 clusters Score -1067345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1067346.375000 Penalty: 4405.184082
	Iteration 57Q: 3 clusters Score -1067346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1067346.375000 Penalty: 4405.184082
	Iteration 58F: 3 clusters Score -1067346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -164899.359375 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -164899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -162857.218750 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -162857.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163184.031250 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -163184 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163353.046875 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -163353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163481.984375 Penalty: 3494.272949
	Iteration 3F: 3 clusters Score -163482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -163558.718750 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -163558.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163599.921875 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -163599.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163626.062500 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -163626.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163657.906250 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -163657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -163677.171875 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -163677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163687.015625 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -163687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -163700.062500 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -163700.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163717.359375 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -163717.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163730.921875 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -163730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -163737.187500 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -163737.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163738.546875 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -163738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163740.734375 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -163740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163742.859375 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -163742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -163743.968750 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -163744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163745.015625 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -163745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163745.015625 Penalty: 3494.272949
	Iteration 19F: 3 clusters Score -163745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4799 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7201 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68749 members 
Mstep: Class 10 contains 7741 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21618 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18892 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92028 members 
Mstep: Class 22 contains 36909 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78291 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63821 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11051 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54238 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26024 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072304.000000 Penalty: 171962.734375
Iteration 279Q: 52 clusters Score -1.150723e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4800 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68729 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20001 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9805 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21619 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18893 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92038 members 
Mstep: Class 22 contains 36910 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78292 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63820 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11050 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54241 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26030 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072240.000000 Penalty: 171962.734375
Iteration 280F: 52 clusters Score -1.150722e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37235 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68705 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21621 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18894 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92050 members 
Mstep: Class 22 contains 36912 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78290 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63819 members 
Mstep: Class 31 contains 14453 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11051 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54243 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26037 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072224.000000 Penalty: 171962.734375
Iteration 281Q: 52 clusters Score -1.150722e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37234 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68680 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20002 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18894 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92056 members 
Mstep: Class 22 contains 36915 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78293 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14452 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11056 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54247 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26045 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072240.000000 Penalty: 171962.734375
Iteration 282Q: 52 clusters Score -1.150722e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68661 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21623 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92061 members 
Mstep: Class 22 contains 36921 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78294 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14451 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11058 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54245 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26054 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072256.000000 Penalty: 171962.734375
Iteration 283Q: 52 clusters Score -1.150723e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68646 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19999 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92064 members 
Mstep: Class 22 contains 36922 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78295 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4326 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63817 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11059 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54248 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26059 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072264.000000 Penalty: 171962.734375
Iteration 284Q: 52 clusters Score -1.150723e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68629 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19998 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92068 members 
Mstep: Class 22 contains 36924 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78297 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4326 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11060 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54249 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26067 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072240.000000 Penalty: 171962.734375
Iteration 285Q: 52 clusters Score -1.150722e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68613 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19998 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18900 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92071 members 
Mstep: Class 22 contains 36924 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78299 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4325 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11060 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54251 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26075 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072288.000000 Penalty: 171962.734375
Iteration 286Q: 52 clusters Score -1.150723e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11769 members 
Mstep: Class 6 contains 37231 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68595 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19997 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92076 members 
Mstep: Class 22 contains 36926 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78299 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4324 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11061 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54252 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26087 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072296.000000 Penalty: 171962.734375
Iteration 287Q: 52 clusters Score -1.150723e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68575 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 19998 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92081 members 
Mstep: Class 22 contains 36924 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11064 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54256 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26097 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072304.000000 Penalty: 171962.734375
Iteration 288Q: 52 clusters Score -1.150723e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37227 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68557 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20000 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92086 members 
Mstep: Class 22 contains 36925 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78302 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63815 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11067 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54256 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26104 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072264.000000 Penalty: 171962.734375
Iteration 289Q: 52 clusters Score -1.150723e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37223 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68544 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20004 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9806 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21624 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18898 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92089 members 
Mstep: Class 22 contains 36925 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78301 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63815 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11067 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54257 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26110 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072352.000000 Penalty: 171962.734375
Iteration 290Q: 52 clusters Score -1.150724e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4801 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37224 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68537 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20006 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21625 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92089 members 
Mstep: Class 22 contains 36925 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16860 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63815 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11067 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54259 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26113 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072376.000000 Penalty: 171962.734375
Iteration 291Q: 52 clusters Score -1.150724e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37224 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68529 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20006 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21627 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92090 members 
Mstep: Class 22 contains 36926 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78299 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16861 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11065 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54259 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26118 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072344.000000 Penalty: 171962.734375
Iteration 292Q: 52 clusters Score -1.150723e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37223 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68520 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92092 members 
Mstep: Class 22 contains 36927 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16858 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63816 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11066 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54258 members 
Mstep: Class 42 contains 11023 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26122 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072368.000000 Penalty: 171962.734375
Iteration 293Q: 52 clusters Score -1.150724e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37222 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68514 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92093 members 
Mstep: Class 22 contains 36928 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78299 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16856 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63815 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11067 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54263 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26123 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072360.000000 Penalty: 171962.734375
Iteration 294Q: 52 clusters Score -1.150724e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37221 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68508 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20014 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18895 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92093 members 
Mstep: Class 22 contains 36930 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16854 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63815 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11067 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54265 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26124 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072352.000000 Penalty: 171962.734375
Iteration 295Q: 52 clusters Score -1.150724e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68495 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20015 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18896 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92093 members 
Mstep: Class 22 contains 36936 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78301 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4323 members 
Mstep: Class 27 contains 16853 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63814 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11068 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54270 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26126 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072368.000000 Penalty: 171962.734375
Iteration 296Q: 52 clusters Score -1.150724e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68489 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18897 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92096 members 
Mstep: Class 22 contains 36938 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78301 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 16853 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63812 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11066 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2983 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54273 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26127 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072312.000000 Penalty: 171962.734375
Iteration 297Q: 52 clusters Score -1.150723e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 68483 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20016 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92097 members 
Mstep: Class 22 contains 36937 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78301 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16853 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63811 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11065 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2984 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54279 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26128 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072344.000000 Penalty: 171962.734375
Iteration 298Q: 52 clusters Score -1.150723e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7205 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37220 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68478 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92098 members 
Mstep: Class 22 contains 36938 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4321 members 
Mstep: Class 27 contains 16853 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11063 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2985 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54281 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26131 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072296.000000 Penalty: 171962.734375
Iteration 299Q: 52 clusters Score -1.150723e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68472 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20017 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18899 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92100 members 
Mstep: Class 22 contains 36938 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 4322 members 
Mstep: Class 27 contains 16852 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11063 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2986 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54281 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26139 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072304.000000 Penalty: 171962.734375
Iteration 300F: 52 clusters Score -1.150723e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7204 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37219 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68458 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20015 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21627 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18900 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92101 members 
Mstep: Class 22 contains 36938 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78300 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4321 members 
Mstep: Class 27 contains 16852 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11065 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2986 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54283 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6140 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26153 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072360.000000 Penalty: 171962.734375
Iteration 301Q: 52 clusters Score -1.150724e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37217 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68442 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20014 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21627 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18903 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92102 members 
Mstep: Class 22 contains 36939 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 78301 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16851 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11068 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2986 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54285 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5075 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26164 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072440.000000 Penalty: 171962.734375
Iteration 302Q: 52 clusters Score -1.150724e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7203 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37215 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68424 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20014 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18905 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92102 members 
Mstep: Class 22 contains 36939 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 78302 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16851 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11071 members 
Mstep: Class 34 contains 4509 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2986 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54284 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26178 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 171962.734375
Iteration 303Q: 52 clusters Score -1.150724e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37215 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68408 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20013 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18907 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92101 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 78303 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16851 members 
Mstep: Class 28 contains 7790 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14449 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11072 members 
Mstep: Class 34 contains 4510 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2986 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54285 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5076 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26189 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072416.000000 Penalty: 171962.734375
Iteration 304Q: 52 clusters Score -1.150724e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37212 members 
Mstep: Class 7 contains 8537 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 68393 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20012 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18909 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92104 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 78304 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16851 members 
Mstep: Class 28 contains 7789 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63811 members 
Mstep: Class 31 contains 14449 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11074 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2987 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54286 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26196 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072440.000000 Penalty: 171962.734375
Iteration 305Q: 52 clusters Score -1.150724e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37209 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3818 members 
Mstep: Class 9 contains 68378 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20012 members 
Mstep: Class 14 contains 11276 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18911 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92106 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 78306 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16850 members 
Mstep: Class 28 contains 7786 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63811 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11079 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54287 members 
Mstep: Class 42 contains 11021 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26204 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072360.000000 Penalty: 171962.734375
Iteration 306Q: 52 clusters Score -1.150724e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7202 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37210 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 68360 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20012 members 
Mstep: Class 14 contains 11279 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18911 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92111 members 
Mstep: Class 22 contains 36943 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78307 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7785 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63811 members 
Mstep: Class 31 contains 14450 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11082 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54288 members 
Mstep: Class 42 contains 11020 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26212 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072352.000000 Penalty: 171962.734375
Iteration 307Q: 52 clusters Score -1.150724e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37210 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 68350 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20012 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21628 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92115 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78308 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14448 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11082 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54288 members 
Mstep: Class 42 contains 11020 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26219 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7197 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072352.000000 Penalty: 171962.734375
Iteration 308Q: 52 clusters Score -1.150724e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 68337 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20013 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18915 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92118 members 
Mstep: Class 22 contains 36941 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 78308 members 
Mstep: Class 25 contains 10425 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63811 members 
Mstep: Class 31 contains 14447 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11083 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54289 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26226 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072384.000000 Penalty: 171962.734375
Iteration 309Q: 52 clusters Score -1.150724e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 68329 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20011 members 
Mstep: Class 14 contains 11293 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18915 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92123 members 
Mstep: Class 22 contains 36942 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78308 members 
Mstep: Class 25 contains 10424 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16850 members 
Mstep: Class 28 contains 7782 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63810 members 
Mstep: Class 31 contains 14446 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11085 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54290 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26228 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072456.000000 Penalty: 171962.734375
Iteration 310Q: 52 clusters Score -1.150725e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68322 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11296 members 
Mstep: Class 15 contains 9807 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18915 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92128 members 
Mstep: Class 22 contains 36944 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7779 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63809 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11087 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54291 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26231 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072432.000000 Penalty: 171962.734375
Iteration 311Q: 52 clusters Score -1.150724e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3820 members 
Mstep: Class 9 contains 68316 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11298 members 
Mstep: Class 15 contains 9808 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92130 members 
Mstep: Class 22 contains 36945 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7777 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63809 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11088 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54290 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26237 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072416.000000 Penalty: 171962.734375
Iteration 312Q: 52 clusters Score -1.150724e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68308 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11301 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92128 members 
Mstep: Class 22 contains 36945 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78310 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7774 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63809 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11088 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54289 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26245 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072488.000000 Penalty: 171962.734375
Iteration 313Q: 52 clusters Score -1.150725e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68297 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78310 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11088 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54290 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26252 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072400.000000 Penalty: 171962.734375
Iteration 314Q: 52 clusters Score -1.150724e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37205 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68290 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92132 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7772 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11088 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54291 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 171962.734375
Iteration 315Q: 52 clusters Score -1.150724e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37206 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68286 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92135 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11088 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54293 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072472.000000 Penalty: 171962.734375
Iteration 316Q: 52 clusters Score -1.150725e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68286 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8480 members 
Mstep: Class 13 contains 20008 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92135 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11087 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54295 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072480.000000 Penalty: 171962.734375
Iteration 317Q: 52 clusters Score -1.150725e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68285 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92135 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78310 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072464.000000 Penalty: 171962.734375
Iteration 318Q: 52 clusters Score -1.150725e+08 nChanged 2
Entering ConstructFrom: 
Score: -115072464.000000 Penalty: 171962.734375
Entering ConstructFrom: 
Trying to split cluster 1 (27800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Entering Unmasked Estep 
Score: -4148908.750000 Penalty: 2537.732178
	Iteration 0F: 2 clusters Score -4148909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4129799.750000 Penalty: 5075.464355
	Iteration 0F: 3 clusters Score -4129800 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -4136681.750000 Penalty: 5075.464355
	Iteration 1F: 3 clusters Score -4136682 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4137162.000000 Penalty: 5075.464355
	Iteration 2Q: 3 clusters Score -4137162 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4137586.250000 Penalty: 5075.464355
	Iteration 3Q: 3 clusters Score -4137586 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4138023.250000 Penalty: 5075.464355
	Iteration 4Q: 3 clusters Score -4138023 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -4138571.750000 Penalty: 5075.464355
	Iteration 5Q: 3 clusters Score -4138572 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4139281.250000 Penalty: 5075.464355
	Iteration 6Q: 3 clusters Score -4139281 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -4140236.000000 Penalty: 5075.464355
	Iteration 7F: 3 clusters Score -4140236 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4141414.250000 Penalty: 5075.464355
	Iteration 8F: 3 clusters Score -4141414 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4142694.000000 Penalty: 5075.464355
	Iteration 9F: 3 clusters Score -4142694 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4143847.000000 Penalty: 5075.464355
	Iteration 10F: 3 clusters Score -4143847 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -4144795.500000 Penalty: 5075.464355
	Iteration 11Q: 3 clusters Score -4144796 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4145511.750000 Penalty: 5075.464355
	Iteration 12Q: 3 clusters Score -4145512 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4145993.500000 Penalty: 5075.464355
	Iteration 13Q: 3 clusters Score -4145994 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4146270.500000 Penalty: 5075.464355
	Iteration 14Q: 3 clusters Score -4146270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4146435.750000 Penalty: 5075.464355
	Iteration 15Q: 3 clusters Score -4146436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -4146525.250000 Penalty: 5075.464355
	Iteration 16Q: 3 clusters Score -4146525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -4146594.000000 Penalty: 5075.464355
	Iteration 17Q: 3 clusters Score -4146594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -4146622.000000 Penalty: 5075.464355
	Iteration 18Q: 3 clusters Score -4146622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -4146654.000000 Penalty: 5075.464355
	Iteration 19Q: 3 clusters Score -4146654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4146672.000000 Penalty: 5075.464355
	Iteration 20F: 3 clusters Score -4146672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4146691.750000 Penalty: 5075.464355
	Iteration 21Q: 3 clusters Score -4146692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4146698.750000 Penalty: 5075.464355
	Iteration 22Q: 3 clusters Score -4146699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -4146703.000000 Penalty: 5075.464355
	Iteration 23Q: 3 clusters Score -4146703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4146703.500000 Penalty: 5075.464355
	Iteration 24Q: 3 clusters Score -4146704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4146700.000000 Penalty: 5075.464355
	Iteration 25Q: 3 clusters Score -4146700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4146700.750000 Penalty: 5075.464355
	Iteration 26Q: 3 clusters Score -4146701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4146700.750000 Penalty: 5075.464355
	Iteration 27F: 3 clusters Score -4146701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -654344.375000 Penalty: 2102.243408
	Iteration 0F: 2 clusters Score -654344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -649940.812500 Penalty: 4204.486816
	Iteration 0F: 3 clusters Score -649940.8 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -651109.062500 Penalty: 4204.486816
	Iteration 1F: 3 clusters Score -651109.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -651392.125000 Penalty: 4204.486816
	Iteration 2F: 3 clusters Score -651392.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -651606.375000 Penalty: 4204.486816
	Iteration 3F: 3 clusters Score -651606.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -651812.062500 Penalty: 4204.486816
	Iteration 4Q: 3 clusters Score -651812.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -651997.250000 Penalty: 4204.486816
	Iteration 5Q: 3 clusters Score -651997.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -652174.250000 Penalty: 4204.486816
	Iteration 6Q: 3 clusters Score -652174.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -652367.875000 Penalty: 4204.486816
	Iteration 7Q: 3 clusters Score -652367.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -652587.437500 Penalty: 4204.486816
	Iteration 8Q: 3 clusters Score -652587.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -652824.187500 Penalty: 4204.486816
	Iteration 9Q: 3 clusters Score -652824.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -653101.812500 Penalty: 4204.486816
	Iteration 10Q: 3 clusters Score -653101.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -653338.125000 Penalty: 4204.486816
	Iteration 11Q: 3 clusters Score -653338.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -653519.000000 Penalty: 4204.486816
	Iteration 12Q: 3 clusters Score -653519 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -653625.750000 Penalty: 4204.486816
	Iteration 13Q: 3 clusters Score -653625.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -653701.000000 Penalty: 4204.486816
	Iteration 14Q: 3 clusters Score -653701 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -653737.750000 Penalty: 4204.486816
	Iteration 15Q: 3 clusters Score -653737.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -653771.500000 Penalty: 4204.486816
	Iteration 16Q: 3 clusters Score -653771.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -653792.312500 Penalty: 4204.486816
	Iteration 17Q: 3 clusters Score -653792.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -653808.000000 Penalty: 4204.486816
	Iteration 18Q: 3 clusters Score -653808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -653826.000000 Penalty: 4204.486816
	Iteration 19Q: 3 clusters Score -653826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -653835.625000 Penalty: 4204.486816
	Iteration 20F: 3 clusters Score -653835.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -653842.625000 Penalty: 4204.486816
	Iteration 21Q: 3 clusters Score -653842.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -653856.375000 Penalty: 4204.486816
	Iteration 22Q: 3 clusters Score -653856.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -653864.375000 Penalty: 4204.486816
	Iteration 23Q: 3 clusters Score -653864.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -653874.250000 Penalty: 4204.486816
	Iteration 24Q: 3 clusters Score -653874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -653881.625000 Penalty: 4204.486816
	Iteration 25Q: 3 clusters Score -653881.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -653888.812500 Penalty: 4204.486816
	Iteration 26Q: 3 clusters Score -653888.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -653895.562500 Penalty: 4204.486816
	Iteration 27Q: 3 clusters Score -653895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -653897.000000 Penalty: 4204.486816
	Iteration 28Q: 3 clusters Score -653897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -653898.687500 Penalty: 4204.486816
	Iteration 29Q: 3 clusters Score -653898.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -653900.375000 Penalty: 4204.486816
	Iteration 30Q: 3 clusters Score -653900.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -653902.937500 Penalty: 4204.486816
	Iteration 31Q: 3 clusters Score -653902.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -653903.250000 Penalty: 4204.486816
	Iteration 32Q: 3 clusters Score -653903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -653905.000000 Penalty: 4204.486816
	Iteration 33Q: 3 clusters Score -653905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -653906.562500 Penalty: 4204.486816
	Iteration 34Q: 3 clusters Score -653906.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -653908.125000 Penalty: 4204.486816
	Iteration 35Q: 3 clusters Score -653908.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -653907.312500 Penalty: 4204.486816
	Iteration 36Q: 3 clusters Score -653907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -653907.250000 Penalty: 4204.486816
	Iteration 37Q: 3 clusters Score -653907.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -653907.250000 Penalty: 4204.486816
	Iteration 38F: 3 clusters Score -653907.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -95844.015625 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -95844.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -94234.375000 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -94234.38 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -95172.414062 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -95172.41 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -95765.304688 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -95765.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -96233.703125 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -96233.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -96535.171875 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -96535.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -96643.937500 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -96643.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -96676.164062 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -96676.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -96696.195312 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -96696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -96703.164062 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -96703.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -96706.250000 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -96706.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -96708.710938 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -96708.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -96710.070312 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -96710.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -96710.070312 Penalty: 3360.014893
	Iteration 12F: 3 clusters Score -96710.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 166 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 709 members 
Entering Unmasked Estep 
Score: -115071672.000000 Penalty: 175334.546875
Splitting cluster 3 changes total score from -115072464.000000 to -115071672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -1011441.187500 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -1011441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1005531.687500 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -1005532 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1007245.187500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -1007245 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1007711.562500 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -1007712 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1008214.500000 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -1008214 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1008777.562500 Penalty: 4405.390625
	Iteration 4F: 3 clusters Score -1008778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1009334.250000 Penalty: 4405.390625
	Iteration 5F: 3 clusters Score -1009334 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1009779.250000 Penalty: 4405.390625
	Iteration 6F: 3 clusters Score -1009779 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1010082.875000 Penalty: 4405.390625
	Iteration 7F: 3 clusters Score -1010083 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1010284.875000 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -1010285 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1010454.875000 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -1010455 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1010594.875000 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -1010595 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1010737.625000 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -1010738 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1010805.937500 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -1010806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1010842.187500 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -1010842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1010854.625000 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -1010855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1010864.562500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -1010865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1010869.812500 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -1010870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1010872.500000 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -1010872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1010874.312500 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -1010874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1010873.812500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -1010874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1010878.000000 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -1010878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1010878.750000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -1010879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1010877.125000 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -1010877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1010878.750000 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -1010879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1010880.687500 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -1010881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1010879.937500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -1010880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1010880.250000 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -1010880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1010880.937500 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -1010881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1010881.750000 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -1010882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1010881.750000 Penalty: 4405.390625
	Iteration 29F: 3 clusters Score -1010882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Entering Unmasked Estep 
Score: -1743691.000000 Penalty: 2324.580566
	Iteration 0F: 2 clusters Score -1743691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1734875.500000 Penalty: 4649.161133
	Iteration 0F: 3 clusters Score -1734876 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1737483.875000 Penalty: 4649.161133
	Iteration 1F: 3 clusters Score -1737484 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1737846.750000 Penalty: 4649.161133
	Iteration 2F: 3 clusters Score -1737847 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1738129.875000 Penalty: 4649.161133
	Iteration 3F: 3 clusters Score -1738130 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1738426.625000 Penalty: 4649.161133
	Iteration 4Q: 3 clusters Score -1738427 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1738737.000000 Penalty: 4649.161133
	Iteration 5Q: 3 clusters Score -1738737 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1739111.500000 Penalty: 4649.161133
	Iteration 6F: 3 clusters Score -1739112 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1739524.500000 Penalty: 4649.161133
	Iteration 7F: 3 clusters Score -1739524 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1739917.000000 Penalty: 4649.161133
	Iteration 8F: 3 clusters Score -1739917 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1740286.375000 Penalty: 4649.161133
	Iteration 9Q: 3 clusters Score -1740286 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1740621.625000 Penalty: 4649.161133
	Iteration 10Q: 3 clusters Score -1740622 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1740884.375000 Penalty: 4649.161133
	Iteration 11Q: 3 clusters Score -1740884 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1741073.500000 Penalty: 4649.161133
	Iteration 12Q: 3 clusters Score -1741074 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1741221.625000 Penalty: 4649.161133
	Iteration 13Q: 3 clusters Score -1741222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1741319.250000 Penalty: 4649.161133
	Iteration 14Q: 3 clusters Score -1741319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1741390.875000 Penalty: 4649.161133
	Iteration 15Q: 3 clusters Score -1741391 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1741441.250000 Penalty: 4649.161133
	Iteration 16Q: 3 clusters Score -1741441 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1741474.250000 Penalty: 4649.161133
	Iteration 17Q: 3 clusters Score -1741474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1741503.750000 Penalty: 4649.161133
	Iteration 18Q: 3 clusters Score -1741504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1741526.250000 Penalty: 4649.161133
	Iteration 19Q: 3 clusters Score -1741526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1741547.625000 Penalty: 4649.161133
	Iteration 20F: 3 clusters Score -1741548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1741557.375000 Penalty: 4649.161133
	Iteration 21Q: 3 clusters Score -1741557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1741565.625000 Penalty: 4649.161133
	Iteration 22Q: 3 clusters Score -1741566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1741582.500000 Penalty: 4649.161133
	Iteration 23Q: 3 clusters Score -1741582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1741599.750000 Penalty: 4649.161133
	Iteration 24Q: 3 clusters Score -1741600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1741610.500000 Penalty: 4649.161133
	Iteration 25Q: 3 clusters Score -1741610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1741623.625000 Penalty: 4649.161133
	Iteration 26Q: 3 clusters Score -1741624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1741633.625000 Penalty: 4649.161133
	Iteration 27Q: 3 clusters Score -1741634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1741643.750000 Penalty: 4649.161133
	Iteration 28Q: 3 clusters Score -1741644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1741648.375000 Penalty: 4649.161133
	Iteration 29Q: 3 clusters Score -1741648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1741653.000000 Penalty: 4649.161133
	Iteration 30Q: 3 clusters Score -1741653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1741652.875000 Penalty: 4649.161133
	Iteration 31Q: 3 clusters Score -1741653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1741656.125000 Penalty: 4649.161133
	Iteration 32Q: 3 clusters Score -1741656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1741663.750000 Penalty: 4649.161133
	Iteration 33Q: 3 clusters Score -1741664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1741663.250000 Penalty: 4649.161133
	Iteration 34Q: 3 clusters Score -1741663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1741672.375000 Penalty: 4649.161133
	Iteration 35Q: 3 clusters Score -1741672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1741678.250000 Penalty: 4649.161133
	Iteration 36Q: 3 clusters Score -1741678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1741681.000000 Penalty: 4649.161133
	Iteration 37Q: 3 clusters Score -1741681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1741681.000000 Penalty: 4649.161133
	Iteration 38Q: 3 clusters Score -1741681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1741689.000000 Penalty: 4649.161133
	Iteration 39Q: 3 clusters Score -1741689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1741693.875000 Penalty: 4649.161133
	Iteration 40F: 3 clusters Score -1741694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1741698.375000 Penalty: 4649.161133
	Iteration 41Q: 3 clusters Score -1741698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1741702.375000 Penalty: 4649.161133
	Iteration 42Q: 3 clusters Score -1741702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1741702.500000 Penalty: 4649.161133
	Iteration 43Q: 3 clusters Score -1741702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1741704.375000 Penalty: 4649.161133
	Iteration 44Q: 3 clusters Score -1741704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1741704.125000 Penalty: 4649.161133
	Iteration 45Q: 3 clusters Score -1741704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1741707.250000 Penalty: 4649.161133
	Iteration 46Q: 3 clusters Score -1741707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1741710.875000 Penalty: 4649.161133
	Iteration 47Q: 3 clusters Score -1741711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1741711.625000 Penalty: 4649.161133
	Iteration 48Q: 3 clusters Score -1741712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1741711.625000 Penalty: 4649.161133
	Iteration 49F: 3 clusters Score -1741712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Entering Unmasked Estep 
Score: -5575085.000000 Penalty: 2610.014404
	Iteration 0F: 2 clusters Score -5575085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -5549704.000000 Penalty: 5220.028809
	Iteration 0F: 3 clusters Score -5549704 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5559376.500000 Penalty: 5220.028809
	Iteration 1F: 3 clusters Score -5559376 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5560418.500000 Penalty: 5220.028809
	Iteration 2F: 3 clusters Score -5560418 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5561632.500000 Penalty: 5220.028809
	Iteration 3F: 3 clusters Score -5561632 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -5563052.000000 Penalty: 5220.028809
	Iteration 4F: 3 clusters Score -5563052 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -5564583.500000 Penalty: 5220.028809
	Iteration 5F: 3 clusters Score -5564584 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -5565795.500000 Penalty: 5220.028809
	Iteration 6F: 3 clusters Score -5565796 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5566728.000000 Penalty: 5220.028809
	Iteration 7F: 3 clusters Score -5566728 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -5567458.000000 Penalty: 5220.028809
	Iteration 8Q: 3 clusters Score -5567458 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5568051.500000 Penalty: 5220.028809
	Iteration 9Q: 3 clusters Score -5568052 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -5568730.000000 Penalty: 5220.028809
	Iteration 10Q: 3 clusters Score -5568730 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -5569315.000000 Penalty: 5220.028809
	Iteration 11Q: 3 clusters Score -5569315 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -5569965.000000 Penalty: 5220.028809
	Iteration 12Q: 3 clusters Score -5569965 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -5570636.000000 Penalty: 5220.028809
	Iteration 13Q: 3 clusters Score -5570636 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -5571202.000000 Penalty: 5220.028809
	Iteration 14Q: 3 clusters Score -5571202 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -5571647.500000 Penalty: 5220.028809
	Iteration 15Q: 3 clusters Score -5571648 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -5572053.000000 Penalty: 5220.028809
	Iteration 16Q: 3 clusters Score -5572053 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5572317.000000 Penalty: 5220.028809
	Iteration 17Q: 3 clusters Score -5572317 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -5572482.000000 Penalty: 5220.028809
	Iteration 18Q: 3 clusters Score -5572482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5572620.000000 Penalty: 5220.028809
	Iteration 19Q: 3 clusters Score -5572620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -5572700.000000 Penalty: 5220.028809
	Iteration 20F: 3 clusters Score -5572700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -5572743.500000 Penalty: 5220.028809
	Iteration 21Q: 3 clusters Score -5572744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -5572775.000000 Penalty: 5220.028809
	Iteration 22Q: 3 clusters Score -5572775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5572798.000000 Penalty: 5220.028809
	Iteration 23Q: 3 clusters Score -5572798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5572817.000000 Penalty: 5220.028809
	Iteration 24Q: 3 clusters Score -5572817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -5572826.000000 Penalty: 5220.028809
	Iteration 25Q: 3 clusters Score -5572826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -5572838.000000 Penalty: 5220.028809
	Iteration 26Q: 3 clusters Score -5572838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -5572845.000000 Penalty: 5220.028809
	Iteration 27Q: 3 clusters Score -5572845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5572858.000000 Penalty: 5220.028809
	Iteration 28Q: 3 clusters Score -5572858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5572857.500000 Penalty: 5220.028809
	Iteration 29Q: 3 clusters Score -5572858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -5572862.000000 Penalty: 5220.028809
	Iteration 30Q: 3 clusters Score -5572862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -5572861.000000 Penalty: 5220.028809
	Iteration 31Q: 3 clusters Score -5572861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -5572860.500000 Penalty: 5220.028809
	Iteration 32Q: 3 clusters Score -5572860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -5572861.000000 Penalty: 5220.028809
	Iteration 33Q: 3 clusters Score -5572861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5572864.500000 Penalty: 5220.028809
	Iteration 34Q: 3 clusters Score -5572864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -5572868.500000 Penalty: 5220.028809
	Iteration 35Q: 3 clusters Score -5572868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5572868.000000 Penalty: 5220.028809
	Iteration 36Q: 3 clusters Score -5572868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -5572868.000000 Penalty: 5220.028809
	Iteration 37F: 3 clusters Score -5572868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -1201814.750000 Penalty: 2244.966064
	Iteration 0F: 2 clusters Score -1201815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1195124.000000 Penalty: 4489.932129
	Iteration 0F: 3 clusters Score -1195124 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1197016.125000 Penalty: 4489.932129
	Iteration 1F: 3 clusters Score -1197016 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1197375.250000 Penalty: 4489.932129
	Iteration 2F: 3 clusters Score -1197375 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1197674.000000 Penalty: 4489.932129
	Iteration 3F: 3 clusters Score -1197674 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1197981.000000 Penalty: 4489.932129
	Iteration 4F: 3 clusters Score -1197981 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1198374.000000 Penalty: 4489.932129
	Iteration 5F: 3 clusters Score -1198374 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1198831.250000 Penalty: 4489.932129
	Iteration 6F: 3 clusters Score -1198831 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1199258.125000 Penalty: 4489.932129
	Iteration 7F: 3 clusters Score -1199258 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1199619.125000 Penalty: 4489.932129
	Iteration 8F: 3 clusters Score -1199619 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1199890.750000 Penalty: 4489.932129
	Iteration 9Q: 3 clusters Score -1199891 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1200102.875000 Penalty: 4489.932129
	Iteration 10Q: 3 clusters Score -1200103 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1200291.375000 Penalty: 4489.932129
	Iteration 11Q: 3 clusters Score -1200291 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1200434.625000 Penalty: 4489.932129
	Iteration 12Q: 3 clusters Score -1200435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1200541.250000 Penalty: 4489.932129
	Iteration 13Q: 3 clusters Score -1200541 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1200625.500000 Penalty: 4489.932129
	Iteration 14Q: 3 clusters Score -1200626 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1200712.375000 Penalty: 4489.932129
	Iteration 15Q: 3 clusters Score -1200712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1200788.750000 Penalty: 4489.932129
	Iteration 16Q: 3 clusters Score -1200789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1200848.125000 Penalty: 4489.932129
	Iteration 17Q: 3 clusters Score -1200848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1200893.250000 Penalty: 4489.932129
	Iteration 18Q: 3 clusters Score -1200893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1200927.875000 Penalty: 4489.932129
	Iteration 19Q: 3 clusters Score -1200928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1200952.000000 Penalty: 4489.932129
	Iteration 20F: 3 clusters Score -1200952 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1200966.500000 Penalty: 4489.932129
	Iteration 21Q: 3 clusters Score -1200966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1200970.750000 Penalty: 4489.932129
	Iteration 22Q: 3 clusters Score -1200971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1200975.000000 Penalty: 4489.932129
	Iteration 23Q: 3 clusters Score -1200975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1200978.625000 Penalty: 4489.932129
	Iteration 24Q: 3 clusters Score -1200979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1200978.625000 Penalty: 4489.932129
	Iteration 25Q: 3 clusters Score -1200979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1200979.375000 Penalty: 4489.932129
	Iteration 26Q: 3 clusters Score -1200979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1200977.625000 Penalty: 4489.932129
	Iteration 27Q: 3 clusters Score -1200978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1200979.750000 Penalty: 4489.932129
	Iteration 28Q: 3 clusters Score -1200980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1200981.250000 Penalty: 4489.932129
	Iteration 29Q: 3 clusters Score -1200981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1200982.000000 Penalty: 4489.932129
	Iteration 30Q: 3 clusters Score -1200982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1200982.000000 Penalty: 4489.932129
	Iteration 31F: 3 clusters Score -1200982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -518402.906250 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -518402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -514654.531250 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -514654.5 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -515501.656250 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -515501.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -515720.937500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -515720.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -515886.406250 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -515886.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -516026.468750 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -516026.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -516180.531250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -516180.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -516325.312500 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -516325.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -516490.375000 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -516490.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -516642.750000 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -516642.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -516781.906250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -516781.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -516918.968750 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -516919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -517038.406250 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -517038.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -517124.750000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -517124.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -517201.843750 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -517201.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -517284.937500 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -517284.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -517371.187500 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -517371.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -517491.656250 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -517491.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -517605.375000 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -517605.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -517711.562500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -517711.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -517794.687500 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -517794.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -517839.468750 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -517839.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -517857.187500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -517857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -517863.187500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -517863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -517868.875000 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -517868.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -517872.343750 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -517872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -517874.187500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -517874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -517876.468750 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -517876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -517877.656250 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -517877.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -517877.968750 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -517878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -517877.968750 Penalty: 4091.140625
	Iteration 29F: 3 clusters Score -517878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Entering Unmasked Estep 
Score: -9644917.000000 Penalty: 2760.594727
	Iteration 0F: 2 clusters Score -9644917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -9599238.000000 Penalty: 5521.189453
	Iteration 0F: 3 clusters Score -9599238 nChanged 31921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -9617721.000000 Penalty: 5521.189453
	Iteration 1F: 3 clusters Score -9617721 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -9619002.000000 Penalty: 5521.189453
	Iteration 2Q: 3 clusters Score -9619002 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9620413.000000 Penalty: 5521.189453
	Iteration 3Q: 3 clusters Score -9620413 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9621918.000000 Penalty: 5521.189453
	Iteration 4F: 3 clusters Score -9621918 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -9623208.000000 Penalty: 5521.189453
	Iteration 5Q: 3 clusters Score -9623208 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -9624460.000000 Penalty: 5521.189453
	Iteration 6Q: 3 clusters Score -9624460 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -9625614.000000 Penalty: 5521.189453
	Iteration 7Q: 3 clusters Score -9625614 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -9626688.000000 Penalty: 5521.189453
	Iteration 8Q: 3 clusters Score -9626688 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -9627776.000000 Penalty: 5521.189453
	Iteration 9Q: 3 clusters Score -9627776 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -9628975.000000 Penalty: 5521.189453
	Iteration 10Q: 3 clusters Score -9628975 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9630424.000000 Penalty: 5521.189453
	Iteration 11Q: 3 clusters Score -9630424 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9631988.000000 Penalty: 5521.189453
	Iteration 12Q: 3 clusters Score -9631988 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -9633715.000000 Penalty: 5521.189453
	Iteration 13Q: 3 clusters Score -9633715 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -9635433.000000 Penalty: 5521.189453
	Iteration 14Q: 3 clusters Score -9635433 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -9637066.000000 Penalty: 5521.189453
	Iteration 15Q: 3 clusters Score -9637066 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 60631 members 
Entering Unmasked Estep 
Score: -9638492.000000 Penalty: 5521.189453
	Iteration 16Q: 3 clusters Score -9638492 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 62310 members 
Entering Unmasked Estep 
Score: -9639719.000000 Penalty: 5521.189453
	Iteration 17Q: 3 clusters Score -9639719 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 63604 members 
Entering Unmasked Estep 
Score: -9640646.000000 Penalty: 5521.189453
	Iteration 18Q: 3 clusters Score -9640646 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -9641236.000000 Penalty: 5521.189453
	Iteration 19Q: 3 clusters Score -9641236 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 65176 members 
Entering Unmasked Estep 
Score: -9641617.000000 Penalty: 5521.189453
	Iteration 20F: 3 clusters Score -9641617 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -9641904.000000 Penalty: 5521.189453
	Iteration 21Q: 3 clusters Score -9641904 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -9642131.000000 Penalty: 5521.189453
	Iteration 22Q: 3 clusters Score -9642131 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -9642235.000000 Penalty: 5521.189453
	Iteration 23Q: 3 clusters Score -9642235 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 66479 members 
Entering Unmasked Estep 
Score: -9642335.000000 Penalty: 5521.189453
	Iteration 24Q: 3 clusters Score -9642335 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -9642421.000000 Penalty: 5521.189453
	Iteration 25Q: 3 clusters Score -9642421 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -9642495.000000 Penalty: 5521.189453
	Iteration 26Q: 3 clusters Score -9642495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -9642552.000000 Penalty: 5521.189453
	Iteration 27Q: 3 clusters Score -9642552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -9642574.000000 Penalty: 5521.189453
	Iteration 28Q: 3 clusters Score -9642574 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -9642605.000000 Penalty: 5521.189453
	Iteration 29Q: 3 clusters Score -9642605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -9642646.000000 Penalty: 5521.189453
	Iteration 30Q: 3 clusters Score -9642646 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -9642664.000000 Penalty: 5521.189453
	Iteration 31Q: 3 clusters Score -9642664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -9642691.000000 Penalty: 5521.189453
	Iteration 32Q: 3 clusters Score -9642691 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -9642700.000000 Penalty: 5521.189453
	Iteration 33Q: 3 clusters Score -9642700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 67162 members 
Entering Unmasked Estep 
Score: -9642713.000000 Penalty: 5521.189453
	Iteration 34Q: 3 clusters Score -9642713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -9642747.000000 Penalty: 5521.189453
	Iteration 35Q: 3 clusters Score -9642747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -9642778.000000 Penalty: 5521.189453
	Iteration 36Q: 3 clusters Score -9642778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -9642793.000000 Penalty: 5521.189453
	Iteration 37Q: 3 clusters Score -9642793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -9642802.000000 Penalty: 5521.189453
	Iteration 38Q: 3 clusters Score -9642802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -9642802.000000 Penalty: 5521.189453
	Iteration 39Q: 3 clusters Score -9642802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -9642818.000000 Penalty: 5521.189453
	Iteration 40F: 3 clusters Score -9642818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -9642821.000000 Penalty: 5521.189453
	Iteration 41Q: 3 clusters Score -9642821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 67304 members 
Entering Unmasked Estep 
Score: -9642822.000000 Penalty: 5521.189453
	Iteration 42Q: 3 clusters Score -9642822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 67303 members 
Entering Unmasked Estep 
Score: -9642825.000000 Penalty: 5521.189453
	Iteration 43Q: 3 clusters Score -9642825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -9642825.000000 Penalty: 5521.189453
	Iteration 44Q: 3 clusters Score -9642825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 67305 members 
Entering Unmasked Estep 
Score: -9642832.000000 Penalty: 5521.189453
	Iteration 45Q: 3 clusters Score -9642832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 67308 members 
Entering Unmasked Estep 
Score: -9642833.000000 Penalty: 5521.189453
	Iteration 46Q: 3 clusters Score -9642833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -9642838.000000 Penalty: 5521.189453
	Iteration 47Q: 3 clusters Score -9642838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -9642829.000000 Penalty: 5521.189453
	Iteration 48Q: 3 clusters Score -9642829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -9642830.000000 Penalty: 5521.189453
	Iteration 49Q: 3 clusters Score -9642830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 67338 members 
Entering Unmasked Estep 
Score: -9642844.000000 Penalty: 5521.189453
	Iteration 50Q: 3 clusters Score -9642844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -9642852.000000 Penalty: 5521.189453
	Iteration 51Q: 3 clusters Score -9642852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 67350 members 
Entering Unmasked Estep 
Score: -9642848.000000 Penalty: 5521.189453
	Iteration 52Q: 3 clusters Score -9642848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -9642847.000000 Penalty: 5521.189453
	Iteration 53Q: 3 clusters Score -9642847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -9642857.000000 Penalty: 5521.189453
	Iteration 54Q: 3 clusters Score -9642857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -9642858.000000 Penalty: 5521.189453
	Iteration 55Q: 3 clusters Score -9642858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -9642851.000000 Penalty: 5521.189453
	Iteration 56Q: 3 clusters Score -9642851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -9642851.000000 Penalty: 5521.189453
	Iteration 57Q: 3 clusters Score -9642851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -9642853.000000 Penalty: 5521.189453
	Iteration 58Q: 3 clusters Score -9642853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -9642860.000000 Penalty: 5521.189453
	Iteration 59Q: 3 clusters Score -9642860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -9642853.000000 Penalty: 5521.189453
	Iteration 60F: 3 clusters Score -9642853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -9642849.000000 Penalty: 5521.189453
	Iteration 61Q: 3 clusters Score -9642849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -9642849.000000 Penalty: 5521.189453
	Iteration 62Q: 3 clusters Score -9642849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -9642849.000000 Penalty: 5521.189453
	Iteration 63F: 3 clusters Score -9642849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -1141512.375000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -1141512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1135206.125000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -1135206 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1136891.250000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -1136891 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1137140.750000 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -1137141 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1137290.750000 Penalty: 4441.261719
	Iteration 3Q: 3 clusters Score -1137291 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1137401.625000 Penalty: 4441.261719
	Iteration 4Q: 3 clusters Score -1137402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1137507.000000 Penalty: 4441.261719
	Iteration 5Q: 3 clusters Score -1137507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1137617.875000 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -1137618 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1137722.125000 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -1137722 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1137824.750000 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -1137825 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1137958.125000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -1137958 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1138112.375000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -1138112 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1138276.375000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -1138276 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1138463.500000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -1138464 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1138657.875000 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -1138658 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1138841.875000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -1138842 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1139068.375000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -1139068 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1139241.750000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -1139242 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1139377.625000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -1139378 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1139502.250000 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -1139502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1139589.750000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -1139590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1139651.500000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -1139652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1139700.500000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -1139700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1139731.625000 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -1139732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1139756.625000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -1139757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1139770.000000 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -1139770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1139774.000000 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -1139774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1139779.125000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -1139779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1139779.625000 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -1139780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1139778.125000 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -1139778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1139781.750000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -1139782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1139782.875000 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -1139783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1139782.875000 Penalty: 4441.261719
	Iteration 31F: 3 clusters Score -1139783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -202695.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -202695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -200443.718750 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -200443.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -200771.828125 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -200771.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -200879.062500 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -200879.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -200939.203125 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -200939.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -200983.656250 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -200983.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -201005.687500 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -201005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -201016.015625 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -201016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -201023.859375 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -201023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -201032.687500 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -201032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201041.093750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -201041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201052.125000 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -201052.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201061.312500 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -201061.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201067.187500 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -201067.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201068.718750 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -201068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -201071.937500 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -201071.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -201072.406250 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -201072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201072.625000 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -201072.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201072.625000 Penalty: 3594.198486
	Iteration 17F: 3 clusters Score -201072.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Entering Unmasked Estep 
Score: -1263531.500000 Penalty: 2243.246338
	Iteration 0F: 2 clusters Score -1263532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1256828.125000 Penalty: 4486.492676
	Iteration 0F: 3 clusters Score -1256828 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1258755.750000 Penalty: 4486.492676
	Iteration 1F: 3 clusters Score -1258756 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1259112.250000 Penalty: 4486.492676
	Iteration 2F: 3 clusters Score -1259112 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1259491.750000 Penalty: 4486.492676
	Iteration 3F: 3 clusters Score -1259492 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1259831.875000 Penalty: 4486.492676
	Iteration 4F: 3 clusters Score -1259832 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1260121.750000 Penalty: 4486.492676
	Iteration 5Q: 3 clusters Score -1260122 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1260355.500000 Penalty: 4486.492676
	Iteration 6Q: 3 clusters Score -1260356 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1260550.500000 Penalty: 4486.492676
	Iteration 7Q: 3 clusters Score -1260550 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1260711.250000 Penalty: 4486.492676
	Iteration 8Q: 3 clusters Score -1260711 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1260836.000000 Penalty: 4486.492676
	Iteration 9Q: 3 clusters Score -1260836 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1260959.375000 Penalty: 4486.492676
	Iteration 10Q: 3 clusters Score -1260959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1261053.250000 Penalty: 4486.492676
	Iteration 11Q: 3 clusters Score -1261053 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1261131.875000 Penalty: 4486.492676
	Iteration 12Q: 3 clusters Score -1261132 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1261210.125000 Penalty: 4486.492676
	Iteration 13Q: 3 clusters Score -1261210 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1261267.875000 Penalty: 4486.492676
	Iteration 14Q: 3 clusters Score -1261268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1261315.625000 Penalty: 4486.492676
	Iteration 15Q: 3 clusters Score -1261316 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1261366.250000 Penalty: 4486.492676
	Iteration 16Q: 3 clusters Score -1261366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1261421.375000 Penalty: 4486.492676
	Iteration 17Q: 3 clusters Score -1261421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1261463.000000 Penalty: 4486.492676
	Iteration 18Q: 3 clusters Score -1261463 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1261502.000000 Penalty: 4486.492676
	Iteration 19Q: 3 clusters Score -1261502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1261539.250000 Penalty: 4486.492676
	Iteration 20F: 3 clusters Score -1261539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1261579.625000 Penalty: 4486.492676
	Iteration 21Q: 3 clusters Score -1261580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1261625.375000 Penalty: 4486.492676
	Iteration 22Q: 3 clusters Score -1261625 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1261677.625000 Penalty: 4486.492676
	Iteration 23Q: 3 clusters Score -1261678 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1261720.625000 Penalty: 4486.492676
	Iteration 24Q: 3 clusters Score -1261721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1261780.375000 Penalty: 4486.492676
	Iteration 25Q: 3 clusters Score -1261780 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1261830.000000 Penalty: 4486.492676
	Iteration 26Q: 3 clusters Score -1261830 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1261894.000000 Penalty: 4486.492676
	Iteration 27Q: 3 clusters Score -1261894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1261939.625000 Penalty: 4486.492676
	Iteration 28Q: 3 clusters Score -1261940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1261975.250000 Penalty: 4486.492676
	Iteration 29Q: 3 clusters Score -1261975 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1262001.000000 Penalty: 4486.492676
	Iteration 30Q: 3 clusters Score -1262001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1262017.500000 Penalty: 4486.492676
	Iteration 31Q: 3 clusters Score -1262018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1262025.250000 Penalty: 4486.492676
	Iteration 32Q: 3 clusters Score -1262025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1262036.625000 Penalty: 4486.492676
	Iteration 33Q: 3 clusters Score -1262037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1262043.250000 Penalty: 4486.492676
	Iteration 34Q: 3 clusters Score -1262043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1262050.000000 Penalty: 4486.492676
	Iteration 35Q: 3 clusters Score -1262050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1262053.625000 Penalty: 4486.492676
	Iteration 36Q: 3 clusters Score -1262054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1262059.500000 Penalty: 4486.492676
	Iteration 37Q: 3 clusters Score -1262060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1262062.500000 Penalty: 4486.492676
	Iteration 38Q: 3 clusters Score -1262062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1262066.250000 Penalty: 4486.492676
	Iteration 39Q: 3 clusters Score -1262066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1262075.125000 Penalty: 4486.492676
	Iteration 40F: 3 clusters Score -1262075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1262081.500000 Penalty: 4486.492676
	Iteration 41Q: 3 clusters Score -1262082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1262091.500000 Penalty: 4486.492676
	Iteration 42Q: 3 clusters Score -1262092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1262090.750000 Penalty: 4486.492676
	Iteration 43Q: 3 clusters Score -1262091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1262095.250000 Penalty: 4486.492676
	Iteration 44Q: 3 clusters Score -1262095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1262098.125000 Penalty: 4486.492676
	Iteration 45Q: 3 clusters Score -1262098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1262098.500000 Penalty: 4486.492676
	Iteration 46Q: 3 clusters Score -1262098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1262105.125000 Penalty: 4486.492676
	Iteration 47Q: 3 clusters Score -1262105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1262108.500000 Penalty: 4486.492676
	Iteration 48Q: 3 clusters Score -1262108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1262111.000000 Penalty: 4486.492676
	Iteration 49Q: 3 clusters Score -1262111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1262113.125000 Penalty: 4486.492676
	Iteration 50Q: 3 clusters Score -1262113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1262116.750000 Penalty: 4486.492676
	Iteration 51Q: 3 clusters Score -1262117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1262115.875000 Penalty: 4486.492676
	Iteration 52Q: 3 clusters Score -1262116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1262119.750000 Penalty: 4486.492676
	Iteration 53Q: 3 clusters Score -1262120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1262119.000000 Penalty: 4486.492676
	Iteration 54Q: 3 clusters Score -1262119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1262119.375000 Penalty: 4486.492676
	Iteration 55Q: 3 clusters Score -1262119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1262121.625000 Penalty: 4486.492676
	Iteration 56Q: 3 clusters Score -1262122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1262121.625000 Penalty: 4486.492676
	Iteration 57F: 3 clusters Score -1262122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Entering Unmasked Estep 
Score: -2951321.500000 Penalty: 2456.176514
	Iteration 0F: 2 clusters Score -2951322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2937194.750000 Penalty: 4912.353027
	Iteration 0F: 3 clusters Score -2937195 nChanged 8857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2942315.500000 Penalty: 4912.353027
	Iteration 1F: 3 clusters Score -2942316 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2943175.750000 Penalty: 4912.353027
	Iteration 2F: 3 clusters Score -2943176 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2944217.500000 Penalty: 4912.353027
	Iteration 3F: 3 clusters Score -2944218 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -2945333.000000 Penalty: 4912.353027
	Iteration 4F: 3 clusters Score -2945333 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2946347.750000 Penalty: 4912.353027
	Iteration 5F: 3 clusters Score -2946348 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2947159.750000 Penalty: 4912.353027
	Iteration 6F: 3 clusters Score -2947160 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2947760.000000 Penalty: 4912.353027
	Iteration 7Q: 3 clusters Score -2947760 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2948210.000000 Penalty: 4912.353027
	Iteration 8Q: 3 clusters Score -2948210 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2948559.500000 Penalty: 4912.353027
	Iteration 9Q: 3 clusters Score -2948560 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2948863.250000 Penalty: 4912.353027
	Iteration 10Q: 3 clusters Score -2948863 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2949131.500000 Penalty: 4912.353027
	Iteration 11Q: 3 clusters Score -2949132 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2949327.000000 Penalty: 4912.353027
	Iteration 12Q: 3 clusters Score -2949327 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2949473.250000 Penalty: 4912.353027
	Iteration 13Q: 3 clusters Score -2949473 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2949550.750000 Penalty: 4912.353027
	Iteration 14Q: 3 clusters Score -2949551 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2949603.750000 Penalty: 4912.353027
	Iteration 15Q: 3 clusters Score -2949604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2949662.000000 Penalty: 4912.353027
	Iteration 16Q: 3 clusters Score -2949662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2949702.750000 Penalty: 4912.353027
	Iteration 17Q: 3 clusters Score -2949703 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2949723.500000 Penalty: 4912.353027
	Iteration 18Q: 3 clusters Score -2949724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2949742.500000 Penalty: 4912.353027
	Iteration 19Q: 3 clusters Score -2949742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2949756.750000 Penalty: 4912.353027
	Iteration 20F: 3 clusters Score -2949757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2949765.750000 Penalty: 4912.353027
	Iteration 21Q: 3 clusters Score -2949766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2949791.250000 Penalty: 4912.353027
	Iteration 22Q: 3 clusters Score -2949791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2949800.000000 Penalty: 4912.353027
	Iteration 23Q: 3 clusters Score -2949800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2949806.500000 Penalty: 4912.353027
	Iteration 24Q: 3 clusters Score -2949806 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2949825.250000 Penalty: 4912.353027
	Iteration 25Q: 3 clusters Score -2949825 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2949822.500000 Penalty: 4912.353027
	Iteration 26Q: 3 clusters Score -2949822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2949830.500000 Penalty: 4912.353027
	Iteration 27Q: 3 clusters Score -2949830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2949828.750000 Penalty: 4912.353027
	Iteration 28Q: 3 clusters Score -2949829 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2949830.000000 Penalty: 4912.353027
	Iteration 29Q: 3 clusters Score -2949830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2949833.000000 Penalty: 4912.353027
	Iteration 30Q: 3 clusters Score -2949833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2949844.500000 Penalty: 4912.353027
	Iteration 31Q: 3 clusters Score -2949844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2949844.000000 Penalty: 4912.353027
	Iteration 32Q: 3 clusters Score -2949844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2949843.000000 Penalty: 4912.353027
	Iteration 33Q: 3 clusters Score -2949843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2949854.000000 Penalty: 4912.353027
	Iteration 34Q: 3 clusters Score -2949854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2949851.500000 Penalty: 4912.353027
	Iteration 35Q: 3 clusters Score -2949852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2949855.750000 Penalty: 4912.353027
	Iteration 36Q: 3 clusters Score -2949856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2949857.250000 Penalty: 4912.353027
	Iteration 37Q: 3 clusters Score -2949857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2949858.000000 Penalty: 4912.353027
	Iteration 38Q: 3 clusters Score -2949858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2949858.750000 Penalty: 4912.353027
	Iteration 39Q: 3 clusters Score -2949859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2949853.750000 Penalty: 4912.353027
	Iteration 40F: 3 clusters Score -2949854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2949853.750000 Penalty: 4912.353027
	Iteration 41Q: 3 clusters Score -2949854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2949853.750000 Penalty: 4912.353027
	Iteration 42F: 3 clusters Score -2949854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -1667996.625000 Penalty: 2314.583984
	Iteration 0F: 2 clusters Score -1667997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1659475.500000 Penalty: 4629.167969
	Iteration 0F: 3 clusters Score -1659476 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1662078.000000 Penalty: 4629.167969
	Iteration 1F: 3 clusters Score -1662078 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1662433.875000 Penalty: 4629.167969
	Iteration 2F: 3 clusters Score -1662434 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1662696.125000 Penalty: 4629.167969
	Iteration 3F: 3 clusters Score -1662696 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1662905.500000 Penalty: 4629.167969
	Iteration 4Q: 3 clusters Score -1662906 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1663105.500000 Penalty: 4629.167969
	Iteration 5Q: 3 clusters Score -1663106 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1663303.625000 Penalty: 4629.167969
	Iteration 6Q: 3 clusters Score -1663304 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1663515.625000 Penalty: 4629.167969
	Iteration 7Q: 3 clusters Score -1663516 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1663726.250000 Penalty: 4629.167969
	Iteration 8Q: 3 clusters Score -1663726 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1663988.000000 Penalty: 4629.167969
	Iteration 9Q: 3 clusters Score -1663988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1664261.625000 Penalty: 4629.167969
	Iteration 10Q: 3 clusters Score -1664262 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1664493.000000 Penalty: 4629.167969
	Iteration 11Q: 3 clusters Score -1664493 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1664732.750000 Penalty: 4629.167969
	Iteration 12Q: 3 clusters Score -1664733 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1664953.125000 Penalty: 4629.167969
	Iteration 13Q: 3 clusters Score -1664953 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1665145.750000 Penalty: 4629.167969
	Iteration 14Q: 3 clusters Score -1665146 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1665343.625000 Penalty: 4629.167969
	Iteration 15Q: 3 clusters Score -1665344 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1665481.500000 Penalty: 4629.167969
	Iteration 16Q: 3 clusters Score -1665482 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1665599.750000 Penalty: 4629.167969
	Iteration 17Q: 3 clusters Score -1665600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1665705.000000 Penalty: 4629.167969
	Iteration 18Q: 3 clusters Score -1665705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1665786.500000 Penalty: 4629.167969
	Iteration 19Q: 3 clusters Score -1665786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1665833.625000 Penalty: 4629.167969
	Iteration 20F: 3 clusters Score -1665834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1665868.750000 Penalty: 4629.167969
	Iteration 21Q: 3 clusters Score -1665869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1665900.500000 Penalty: 4629.167969
	Iteration 22Q: 3 clusters Score -1665900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1665924.625000 Penalty: 4629.167969
	Iteration 23Q: 3 clusters Score -1665925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1665947.500000 Penalty: 4629.167969
	Iteration 24Q: 3 clusters Score -1665948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1665975.125000 Penalty: 4629.167969
	Iteration 25Q: 3 clusters Score -1665975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1665992.250000 Penalty: 4629.167969
	Iteration 26Q: 3 clusters Score -1665992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1666009.750000 Penalty: 4629.167969
	Iteration 27Q: 3 clusters Score -1666010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1666026.750000 Penalty: 4629.167969
	Iteration 28Q: 3 clusters Score -1666027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1666038.375000 Penalty: 4629.167969
	Iteration 29Q: 3 clusters Score -1666038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1666042.750000 Penalty: 4629.167969
	Iteration 30Q: 3 clusters Score -1666043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1666054.500000 Penalty: 4629.167969
	Iteration 31Q: 3 clusters Score -1666054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1666069.750000 Penalty: 4629.167969
	Iteration 32Q: 3 clusters Score -1666070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1666080.625000 Penalty: 4629.167969
	Iteration 33Q: 3 clusters Score -1666081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1666084.625000 Penalty: 4629.167969
	Iteration 34Q: 3 clusters Score -1666085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1666097.125000 Penalty: 4629.167969
	Iteration 35Q: 3 clusters Score -1666097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1666104.125000 Penalty: 4629.167969
	Iteration 36Q: 3 clusters Score -1666104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1666109.750000 Penalty: 4629.167969
	Iteration 37Q: 3 clusters Score -1666110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1666114.000000 Penalty: 4629.167969
	Iteration 38Q: 3 clusters Score -1666114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1666118.000000 Penalty: 4629.167969
	Iteration 39Q: 3 clusters Score -1666118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1666127.500000 Penalty: 4629.167969
	Iteration 40F: 3 clusters Score -1666128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1666137.375000 Penalty: 4629.167969
	Iteration 41Q: 3 clusters Score -1666137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1666139.500000 Penalty: 4629.167969
	Iteration 42Q: 3 clusters Score -1666140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1666147.250000 Penalty: 4629.167969
	Iteration 43Q: 3 clusters Score -1666147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1666151.250000 Penalty: 4629.167969
	Iteration 44Q: 3 clusters Score -1666151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1666154.000000 Penalty: 4629.167969
	Iteration 45Q: 3 clusters Score -1666154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1666157.625000 Penalty: 4629.167969
	Iteration 46Q: 3 clusters Score -1666158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1666155.625000 Penalty: 4629.167969
	Iteration 47Q: 3 clusters Score -1666156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1666157.625000 Penalty: 4629.167969
	Iteration 48Q: 3 clusters Score -1666158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1666158.125000 Penalty: 4629.167969
	Iteration 49Q: 3 clusters Score -1666158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1666159.125000 Penalty: 4629.167969
	Iteration 50Q: 3 clusters Score -1666159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1666164.250000 Penalty: 4629.167969
	Iteration 51Q: 3 clusters Score -1666164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1666164.250000 Penalty: 4629.167969
	Iteration 52F: 3 clusters Score -1666164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -1467292.125000 Penalty: 2279.432373
	Iteration 0F: 2 clusters Score -1467292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1459675.375000 Penalty: 4558.864746
	Iteration 0F: 3 clusters Score -1459675 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1461937.000000 Penalty: 4558.864746
	Iteration 1F: 3 clusters Score -1461937 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1462291.625000 Penalty: 4558.864746
	Iteration 2F: 3 clusters Score -1462292 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1462568.750000 Penalty: 4558.864746
	Iteration 3F: 3 clusters Score -1462569 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1462792.375000 Penalty: 4558.864746
	Iteration 4Q: 3 clusters Score -1462792 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1462954.750000 Penalty: 4558.864746
	Iteration 5Q: 3 clusters Score -1462955 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1463121.875000 Penalty: 4558.864746
	Iteration 6Q: 3 clusters Score -1463122 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1463276.500000 Penalty: 4558.864746
	Iteration 7Q: 3 clusters Score -1463276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1463414.125000 Penalty: 4558.864746
	Iteration 8Q: 3 clusters Score -1463414 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1463545.750000 Penalty: 4558.864746
	Iteration 9Q: 3 clusters Score -1463546 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1463685.625000 Penalty: 4558.864746
	Iteration 10Q: 3 clusters Score -1463686 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1463821.750000 Penalty: 4558.864746
	Iteration 11Q: 3 clusters Score -1463822 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1463957.000000 Penalty: 4558.864746
	Iteration 12Q: 3 clusters Score -1463957 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1464135.625000 Penalty: 4558.864746
	Iteration 13Q: 3 clusters Score -1464136 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1464340.875000 Penalty: 4558.864746
	Iteration 14Q: 3 clusters Score -1464341 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1464552.500000 Penalty: 4558.864746
	Iteration 15Q: 3 clusters Score -1464552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1464792.625000 Penalty: 4558.864746
	Iteration 16Q: 3 clusters Score -1464793 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1465048.750000 Penalty: 4558.864746
	Iteration 17Q: 3 clusters Score -1465049 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1465284.250000 Penalty: 4558.864746
	Iteration 18Q: 3 clusters Score -1465284 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1465487.500000 Penalty: 4558.864746
	Iteration 19Q: 3 clusters Score -1465488 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1465659.625000 Penalty: 4558.864746
	Iteration 20F: 3 clusters Score -1465660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1465786.875000 Penalty: 4558.864746
	Iteration 21Q: 3 clusters Score -1465787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1465884.500000 Penalty: 4558.864746
	Iteration 22Q: 3 clusters Score -1465884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1465983.125000 Penalty: 4558.864746
	Iteration 23Q: 3 clusters Score -1465983 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1466049.125000 Penalty: 4558.864746
	Iteration 24Q: 3 clusters Score -1466049 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1466099.125000 Penalty: 4558.864746
	Iteration 25Q: 3 clusters Score -1466099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1466130.375000 Penalty: 4558.864746
	Iteration 26Q: 3 clusters Score -1466130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1466152.000000 Penalty: 4558.864746
	Iteration 27Q: 3 clusters Score -1466152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1466168.500000 Penalty: 4558.864746
	Iteration 28Q: 3 clusters Score -1466168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1466177.625000 Penalty: 4558.864746
	Iteration 29Q: 3 clusters Score -1466178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1466182.500000 Penalty: 4558.864746
	Iteration 30Q: 3 clusters Score -1466182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1466186.375000 Penalty: 4558.864746
	Iteration 31Q: 3 clusters Score -1466186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1466192.750000 Penalty: 4558.864746
	Iteration 32Q: 3 clusters Score -1466193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1466196.875000 Penalty: 4558.864746
	Iteration 33Q: 3 clusters Score -1466197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1466199.375000 Penalty: 4558.864746
	Iteration 34Q: 3 clusters Score -1466199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1466199.750000 Penalty: 4558.864746
	Iteration 35Q: 3 clusters Score -1466200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1466201.000000 Penalty: 4558.864746
	Iteration 36Q: 3 clusters Score -1466201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1466201.250000 Penalty: 4558.864746
	Iteration 37Q: 3 clusters Score -1466201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1466201.250000 Penalty: 4558.864746
	Iteration 38F: 3 clusters Score -1466201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Entering Unmasked Estep 
Score: -6405397.000000 Penalty: 2644.524658
	Iteration 0F: 2 clusters Score -6405397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6376228.500000 Penalty: 5289.049316
	Iteration 0F: 3 clusters Score -6376228 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -6387212.000000 Penalty: 5289.049316
	Iteration 1F: 3 clusters Score -6387212 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6387757.500000 Penalty: 5289.049316
	Iteration 2Q: 3 clusters Score -6387758 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -6388389.500000 Penalty: 5289.049316
	Iteration 3Q: 3 clusters Score -6388390 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6389083.000000 Penalty: 5289.049316
	Iteration 4Q: 3 clusters Score -6389083 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -6390128.000000 Penalty: 5289.049316
	Iteration 5Q: 3 clusters Score -6390128 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -6391566.500000 Penalty: 5289.049316
	Iteration 6F: 3 clusters Score -6391566 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -6393700.500000 Penalty: 5289.049316
	Iteration 7F: 3 clusters Score -6393700 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6396324.000000 Penalty: 5289.049316
	Iteration 8F: 3 clusters Score -6396324 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6398734.000000 Penalty: 5289.049316
	Iteration 9F: 3 clusters Score -6398734 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -6400510.000000 Penalty: 5289.049316
	Iteration 10Q: 3 clusters Score -6400510 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -6401642.000000 Penalty: 5289.049316
	Iteration 11Q: 3 clusters Score -6401642 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -6402305.500000 Penalty: 5289.049316
	Iteration 12Q: 3 clusters Score -6402306 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -6402670.500000 Penalty: 5289.049316
	Iteration 13Q: 3 clusters Score -6402670 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -6402871.500000 Penalty: 5289.049316
	Iteration 14Q: 3 clusters Score -6402872 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -6403007.500000 Penalty: 5289.049316
	Iteration 15Q: 3 clusters Score -6403008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6403084.500000 Penalty: 5289.049316
	Iteration 16Q: 3 clusters Score -6403084 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -6403139.500000 Penalty: 5289.049316
	Iteration 17Q: 3 clusters Score -6403140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6403183.500000 Penalty: 5289.049316
	Iteration 18Q: 3 clusters Score -6403184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6403203.000000 Penalty: 5289.049316
	Iteration 19Q: 3 clusters Score -6403203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -6403217.500000 Penalty: 5289.049316
	Iteration 20F: 3 clusters Score -6403218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -6403249.000000 Penalty: 5289.049316
	Iteration 21Q: 3 clusters Score -6403249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -6403242.000000 Penalty: 5289.049316
	Iteration 22Q: 3 clusters Score -6403242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6403248.000000 Penalty: 5289.049316
	Iteration 23Q: 3 clusters Score -6403248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -6403272.500000 Penalty: 5289.049316
	Iteration 24Q: 3 clusters Score -6403272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6403279.000000 Penalty: 5289.049316
	Iteration 25Q: 3 clusters Score -6403279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -6403288.500000 Penalty: 5289.049316
	Iteration 26Q: 3 clusters Score -6403288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -6403296.500000 Penalty: 5289.049316
	Iteration 27Q: 3 clusters Score -6403296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -6403295.500000 Penalty: 5289.049316
	Iteration 28Q: 3 clusters Score -6403296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -6403299.500000 Penalty: 5289.049316
	Iteration 29Q: 3 clusters Score -6403300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -6403301.500000 Penalty: 5289.049316
	Iteration 30Q: 3 clusters Score -6403302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6403307.000000 Penalty: 5289.049316
	Iteration 31Q: 3 clusters Score -6403307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -6403307.000000 Penalty: 5289.049316
	Iteration 32F: 3 clusters Score -6403307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Entering Unmasked Estep 
Score: -3195423.750000 Penalty: 2475.495361
	Iteration 0F: 2 clusters Score -3195424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3180326.500000 Penalty: 4950.990723
	Iteration 0F: 3 clusters Score -3180326 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3185740.500000 Penalty: 4950.990723
	Iteration 1F: 3 clusters Score -3185740 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3186304.000000 Penalty: 4950.990723
	Iteration 2F: 3 clusters Score -3186304 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3186784.500000 Penalty: 4950.990723
	Iteration 3F: 3 clusters Score -3186784 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3187250.000000 Penalty: 4950.990723
	Iteration 4Q: 3 clusters Score -3187250 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3187687.250000 Penalty: 4950.990723
	Iteration 5Q: 3 clusters Score -3187687 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3188185.500000 Penalty: 4950.990723
	Iteration 6Q: 3 clusters Score -3188186 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3188780.500000 Penalty: 4950.990723
	Iteration 7Q: 3 clusters Score -3188780 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3189530.750000 Penalty: 4950.990723
	Iteration 8F: 3 clusters Score -3189531 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3190343.250000 Penalty: 4950.990723
	Iteration 9F: 3 clusters Score -3190343 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3191098.750000 Penalty: 4950.990723
	Iteration 10Q: 3 clusters Score -3191099 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3191724.750000 Penalty: 4950.990723
	Iteration 11Q: 3 clusters Score -3191725 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3192174.250000 Penalty: 4950.990723
	Iteration 12Q: 3 clusters Score -3192174 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3192541.750000 Penalty: 4950.990723
	Iteration 13Q: 3 clusters Score -3192542 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3192790.500000 Penalty: 4950.990723
	Iteration 14Q: 3 clusters Score -3192790 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3192966.500000 Penalty: 4950.990723
	Iteration 15Q: 3 clusters Score -3192966 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3193098.500000 Penalty: 4950.990723
	Iteration 16Q: 3 clusters Score -3193098 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3193174.500000 Penalty: 4950.990723
	Iteration 17Q: 3 clusters Score -3193174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3193222.500000 Penalty: 4950.990723
	Iteration 18Q: 3 clusters Score -3193222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3193258.750000 Penalty: 4950.990723
	Iteration 19Q: 3 clusters Score -3193259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3193282.000000 Penalty: 4950.990723
	Iteration 20F: 3 clusters Score -3193282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3193316.750000 Penalty: 4950.990723
	Iteration 21Q: 3 clusters Score -3193317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -3193330.000000 Penalty: 4950.990723
	Iteration 22Q: 3 clusters Score -3193330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3193352.500000 Penalty: 4950.990723
	Iteration 23Q: 3 clusters Score -3193352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3193350.250000 Penalty: 4950.990723
	Iteration 24Q: 3 clusters Score -3193350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3193361.000000 Penalty: 4950.990723
	Iteration 25Q: 3 clusters Score -3193361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -3193363.750000 Penalty: 4950.990723
	Iteration 26Q: 3 clusters Score -3193364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3193376.000000 Penalty: 4950.990723
	Iteration 27Q: 3 clusters Score -3193376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3193379.750000 Penalty: 4950.990723
	Iteration 28Q: 3 clusters Score -3193380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3193383.000000 Penalty: 4950.990723
	Iteration 29Q: 3 clusters Score -3193383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3193384.000000 Penalty: 4950.990723
	Iteration 30Q: 3 clusters Score -3193384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3193384.000000 Penalty: 4950.990723
	Iteration 31F: 3 clusters Score -3193384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14619.087891 Penalty: 1260.188232
	Iteration 0F: 2 clusters Score -14619.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13789.690430 Penalty: 2520.376465
	Iteration 0F: 3 clusters Score -13789.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -13932.710938 Penalty: 2520.376465
	Iteration 1F: 3 clusters Score -13932.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -14027.895508 Penalty: 2520.376465
	Iteration 2F: 3 clusters Score -14027.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14038.309570 Penalty: 2520.376465
	Iteration 3Q: 3 clusters Score -14038.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -14038.309570 Penalty: 2520.376465
	Iteration 4F: 3 clusters Score -14038.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Entering Unmasked Estep 
Score: -2605038.500000 Penalty: 2442.218994
	Iteration 0F: 2 clusters Score -2605038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2591658.750000 Penalty: 4884.437988
	Iteration 0F: 3 clusters Score -2591659 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2596399.500000 Penalty: 4884.437988
	Iteration 1F: 3 clusters Score -2596400 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2597189.500000 Penalty: 4884.437988
	Iteration 2F: 3 clusters Score -2597190 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2597965.500000 Penalty: 4884.437988
	Iteration 3F: 3 clusters Score -2597966 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2598723.750000 Penalty: 4884.437988
	Iteration 4F: 3 clusters Score -2598724 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2599391.500000 Penalty: 4884.437988
	Iteration 5F: 3 clusters Score -2599392 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2600067.250000 Penalty: 4884.437988
	Iteration 6F: 3 clusters Score -2600067 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2600741.000000 Penalty: 4884.437988
	Iteration 7F: 3 clusters Score -2600741 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2601340.500000 Penalty: 4884.437988
	Iteration 8Q: 3 clusters Score -2601340 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2601873.250000 Penalty: 4884.437988
	Iteration 9Q: 3 clusters Score -2601873 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2602290.500000 Penalty: 4884.437988
	Iteration 10Q: 3 clusters Score -2602290 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2602576.250000 Penalty: 4884.437988
	Iteration 11Q: 3 clusters Score -2602576 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2602759.750000 Penalty: 4884.437988
	Iteration 12Q: 3 clusters Score -2602760 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2602882.500000 Penalty: 4884.437988
	Iteration 13Q: 3 clusters Score -2602882 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2602974.000000 Penalty: 4884.437988
	Iteration 14Q: 3 clusters Score -2602974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2603043.250000 Penalty: 4884.437988
	Iteration 15Q: 3 clusters Score -2603043 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2603075.500000 Penalty: 4884.437988
	Iteration 16Q: 3 clusters Score -2603076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2603125.250000 Penalty: 4884.437988
	Iteration 17Q: 3 clusters Score -2603125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2603151.250000 Penalty: 4884.437988
	Iteration 18Q: 3 clusters Score -2603151 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2603187.250000 Penalty: 4884.437988
	Iteration 19Q: 3 clusters Score -2603187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2603205.250000 Penalty: 4884.437988
	Iteration 20F: 3 clusters Score -2603205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2603216.750000 Penalty: 4884.437988
	Iteration 21Q: 3 clusters Score -2603217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2603226.500000 Penalty: 4884.437988
	Iteration 22Q: 3 clusters Score -2603226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2603234.750000 Penalty: 4884.437988
	Iteration 23Q: 3 clusters Score -2603235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2603242.750000 Penalty: 4884.437988
	Iteration 24Q: 3 clusters Score -2603243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2603249.000000 Penalty: 4884.437988
	Iteration 25Q: 3 clusters Score -2603249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2603255.500000 Penalty: 4884.437988
	Iteration 26Q: 3 clusters Score -2603256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2603257.500000 Penalty: 4884.437988
	Iteration 27Q: 3 clusters Score -2603258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2603258.000000 Penalty: 4884.437988
	Iteration 28Q: 3 clusters Score -2603258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2603266.000000 Penalty: 4884.437988
	Iteration 29Q: 3 clusters Score -2603266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2603273.000000 Penalty: 4884.437988
	Iteration 30Q: 3 clusters Score -2603273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2603284.750000 Penalty: 4884.437988
	Iteration 31Q: 3 clusters Score -2603285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2603291.000000 Penalty: 4884.437988
	Iteration 32Q: 3 clusters Score -2603291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2603299.750000 Penalty: 4884.437988
	Iteration 33Q: 3 clusters Score -2603300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2603302.500000 Penalty: 4884.437988
	Iteration 34Q: 3 clusters Score -2603302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2603297.750000 Penalty: 4884.437988
	Iteration 35Q: 3 clusters Score -2603298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2603300.500000 Penalty: 4884.437988
	Iteration 36Q: 3 clusters Score -2603300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2603306.000000 Penalty: 4884.437988
	Iteration 37Q: 3 clusters Score -2603306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2603316.000000 Penalty: 4884.437988
	Iteration 38Q: 3 clusters Score -2603316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2603316.750000 Penalty: 4884.437988
	Iteration 39Q: 3 clusters Score -2603317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2603318.500000 Penalty: 4884.437988
	Iteration 40F: 3 clusters Score -2603318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2603314.000000 Penalty: 4884.437988
	Iteration 41Q: 3 clusters Score -2603314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2603321.750000 Penalty: 4884.437988
	Iteration 42Q: 3 clusters Score -2603322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2603325.250000 Penalty: 4884.437988
	Iteration 43Q: 3 clusters Score -2603325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2603329.000000 Penalty: 4884.437988
	Iteration 44Q: 3 clusters Score -2603329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2603335.250000 Penalty: 4884.437988
	Iteration 45Q: 3 clusters Score -2603335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2603336.500000 Penalty: 4884.437988
	Iteration 46Q: 3 clusters Score -2603336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2603339.750000 Penalty: 4884.437988
	Iteration 47Q: 3 clusters Score -2603340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2603347.000000 Penalty: 4884.437988
	Iteration 48Q: 3 clusters Score -2603347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2603352.000000 Penalty: 4884.437988
	Iteration 49Q: 3 clusters Score -2603352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2603352.000000 Penalty: 4884.437988
	Iteration 50Q: 3 clusters Score -2603352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2603354.000000 Penalty: 4884.437988
	Iteration 51Q: 3 clusters Score -2603354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2603354.250000 Penalty: 4884.437988
	Iteration 52Q: 3 clusters Score -2603354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2603354.250000 Penalty: 4884.437988
	Iteration 53F: 3 clusters Score -2603354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61571.902344 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60075.312500 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60075.31 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60282.648438 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60282.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60358.675781 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60358.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60401.648438 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60401.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60430.988281 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60430.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60444.523438 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60444.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -60453.449219 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60453.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60453.976562 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60453.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60454.972656 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -60454.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60454.972656 Penalty: 3074.445312
	Iteration 9F: 3 clusters Score -60454.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Entering Unmasked Estep 
Score: -13866202.000000 Penalty: 2834.893066
	Iteration 0F: 2 clusters Score -1.38662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -13804649.000000 Penalty: 5669.786133
	Iteration 0F: 3 clusters Score -1.380465e+07 nChanged 43582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -13829070.000000 Penalty: 5669.786133
	Iteration 1F: 3 clusters Score -1.382907e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -13829792.000000 Penalty: 5669.786133
	Iteration 2Q: 3 clusters Score -1.382979e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -13830716.000000 Penalty: 5669.786133
	Iteration 3Q: 3 clusters Score -1.383072e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -13831650.000000 Penalty: 5669.786133
	Iteration 4Q: 3 clusters Score -1.383165e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -13833090.000000 Penalty: 5669.786133
	Iteration 5Q: 3 clusters Score -1.383309e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -13835286.000000 Penalty: 5669.786133
	Iteration 6Q: 3 clusters Score -1.383529e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -13838959.000000 Penalty: 5669.786133
	Iteration 7F: 3 clusters Score -1.383896e+07 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -13844894.000000 Penalty: 5669.786133
	Iteration 8F: 3 clusters Score -1.384489e+07 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -13852285.000000 Penalty: 5669.786133
	Iteration 9F: 3 clusters Score -1.385228e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 86638 members 
Entering Unmasked Estep 
Score: -13858580.000000 Penalty: 5669.786133
	Iteration 10F: 3 clusters Score -1.385858e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -13861899.000000 Penalty: 5669.786133
	Iteration 11Q: 3 clusters Score -1.38619e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -13863024.000000 Penalty: 5669.786133
	Iteration 12Q: 3 clusters Score -1.386302e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 91693 members 
Entering Unmasked Estep 
Score: -13863357.000000 Penalty: 5669.786133
	Iteration 13Q: 3 clusters Score -1.386336e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -13863483.000000 Penalty: 5669.786133
	Iteration 14Q: 3 clusters Score -1.386348e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -13863583.000000 Penalty: 5669.786133
	Iteration 15Q: 3 clusters Score -1.386358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 91841 members 
Entering Unmasked Estep 
Score: -13863635.000000 Penalty: 5669.786133
	Iteration 16Q: 3 clusters Score -1.386364e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 91850 members 
Entering Unmasked Estep 
Score: -13863665.000000 Penalty: 5669.786133
	Iteration 17Q: 3 clusters Score -1.386366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -13863683.000000 Penalty: 5669.786133
	Iteration 18Q: 3 clusters Score -1.386368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 91859 members 
Entering Unmasked Estep 
Score: -13863696.000000 Penalty: 5669.786133
	Iteration 19Q: 3 clusters Score -1.38637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -13863703.000000 Penalty: 5669.786133
	Iteration 20F: 3 clusters Score -1.38637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -13863722.000000 Penalty: 5669.786133
	Iteration 21Q: 3 clusters Score -1.386372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -13863720.000000 Penalty: 5669.786133
	Iteration 22Q: 3 clusters Score -1.386372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 91871 members 
Entering Unmasked Estep 
Score: -13863727.000000 Penalty: 5669.786133
	Iteration 23Q: 3 clusters Score -1.386373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -13863737.000000 Penalty: 5669.786133
	Iteration 24Q: 3 clusters Score -1.386374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -13863737.000000 Penalty: 5669.786133
	Iteration 25F: 3 clusters Score -1.386374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Entering Unmasked Estep 
Score: -5162353.500000 Penalty: 2608.282227
	Iteration 0F: 2 clusters Score -5162354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -5137212.000000 Penalty: 5216.564453
	Iteration 0F: 3 clusters Score -5137212 nChanged 16889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5147003.500000 Penalty: 5216.564453
	Iteration 1F: 3 clusters Score -5147004 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5148202.500000 Penalty: 5216.564453
	Iteration 2F: 3 clusters Score -5148202 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -5149528.000000 Penalty: 5216.564453
	Iteration 3F: 3 clusters Score -5149528 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5150672.000000 Penalty: 5216.564453
	Iteration 4F: 3 clusters Score -5150672 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -5151623.000000 Penalty: 5216.564453
	Iteration 5F: 3 clusters Score -5151623 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -5152360.500000 Penalty: 5216.564453
	Iteration 6Q: 3 clusters Score -5152360 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -5152937.500000 Penalty: 5216.564453
	Iteration 7Q: 3 clusters Score -5152938 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5153454.500000 Penalty: 5216.564453
	Iteration 8Q: 3 clusters Score -5153454 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -5153915.000000 Penalty: 5216.564453
	Iteration 9Q: 3 clusters Score -5153915 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -5154355.000000 Penalty: 5216.564453
	Iteration 10Q: 3 clusters Score -5154355 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -5154916.500000 Penalty: 5216.564453
	Iteration 11Q: 3 clusters Score -5154916 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -5155636.000000 Penalty: 5216.564453
	Iteration 12Q: 3 clusters Score -5155636 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5156388.000000 Penalty: 5216.564453
	Iteration 13Q: 3 clusters Score -5156388 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5157217.000000 Penalty: 5216.564453
	Iteration 14Q: 3 clusters Score -5157217 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -5157911.000000 Penalty: 5216.564453
	Iteration 15Q: 3 clusters Score -5157911 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5158457.500000 Penalty: 5216.564453
	Iteration 16Q: 3 clusters Score -5158458 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5158925.000000 Penalty: 5216.564453
	Iteration 17Q: 3 clusters Score -5158925 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5159289.000000 Penalty: 5216.564453
	Iteration 18Q: 3 clusters Score -5159289 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5159574.000000 Penalty: 5216.564453
	Iteration 19Q: 3 clusters Score -5159574 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5159802.000000 Penalty: 5216.564453
	Iteration 20F: 3 clusters Score -5159802 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5160002.000000 Penalty: 5216.564453
	Iteration 21Q: 3 clusters Score -5160002 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -5160139.000000 Penalty: 5216.564453
	Iteration 22Q: 3 clusters Score -5160139 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5160262.500000 Penalty: 5216.564453
	Iteration 23Q: 3 clusters Score -5160262 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5160364.000000 Penalty: 5216.564453
	Iteration 24Q: 3 clusters Score -5160364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5160456.500000 Penalty: 5216.564453
	Iteration 25Q: 3 clusters Score -5160456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5160525.000000 Penalty: 5216.564453
	Iteration 26Q: 3 clusters Score -5160525 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5160621.500000 Penalty: 5216.564453
	Iteration 27Q: 3 clusters Score -5160622 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5160705.000000 Penalty: 5216.564453
	Iteration 28Q: 3 clusters Score -5160705 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5160795.500000 Penalty: 5216.564453
	Iteration 29Q: 3 clusters Score -5160796 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5160861.000000 Penalty: 5216.564453
	Iteration 30Q: 3 clusters Score -5160861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5160985.000000 Penalty: 5216.564453
	Iteration 31Q: 3 clusters Score -5160985 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5161129.500000 Penalty: 5216.564453
	Iteration 32Q: 3 clusters Score -5161130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5161198.000000 Penalty: 5216.564453
	Iteration 33Q: 3 clusters Score -5161198 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5161241.500000 Penalty: 5216.564453
	Iteration 34Q: 3 clusters Score -5161242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5161269.500000 Penalty: 5216.564453
	Iteration 35Q: 3 clusters Score -5161270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5161296.000000 Penalty: 5216.564453
	Iteration 36Q: 3 clusters Score -5161296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5161317.000000 Penalty: 5216.564453
	Iteration 37Q: 3 clusters Score -5161317 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5161329.500000 Penalty: 5216.564453
	Iteration 38Q: 3 clusters Score -5161330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5161330.500000 Penalty: 5216.564453
	Iteration 39Q: 3 clusters Score -5161330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5161338.000000 Penalty: 5216.564453
	Iteration 40F: 3 clusters Score -5161338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5161343.500000 Penalty: 5216.564453
	Iteration 41Q: 3 clusters Score -5161344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5161353.000000 Penalty: 5216.564453
	Iteration 42Q: 3 clusters Score -5161353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5161350.000000 Penalty: 5216.564453
	Iteration 43Q: 3 clusters Score -5161350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5161353.000000 Penalty: 5216.564453
	Iteration 44Q: 3 clusters Score -5161353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5161359.500000 Penalty: 5216.564453
	Iteration 45Q: 3 clusters Score -5161360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5161361.500000 Penalty: 5216.564453
	Iteration 46Q: 3 clusters Score -5161362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5161360.500000 Penalty: 5216.564453
	Iteration 47Q: 3 clusters Score -5161360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5161363.000000 Penalty: 5216.564453
	Iteration 48Q: 3 clusters Score -5161363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5161361.000000 Penalty: 5216.564453
	Iteration 49Q: 3 clusters Score -5161361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5161364.500000 Penalty: 5216.564453
	Iteration 50Q: 3 clusters Score -5161364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5161367.500000 Penalty: 5216.564453
	Iteration 51Q: 3 clusters Score -5161368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5161374.000000 Penalty: 5216.564453
	Iteration 52Q: 3 clusters Score -5161374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5161368.500000 Penalty: 5216.564453
	Iteration 53Q: 3 clusters Score -5161368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5161372.500000 Penalty: 5216.564453
	Iteration 54Q: 3 clusters Score -5161372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5161374.500000 Penalty: 5216.564453
	Iteration 55Q: 3 clusters Score -5161374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5161371.500000 Penalty: 5216.564453
	Iteration 56Q: 3 clusters Score -5161372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5161374.500000 Penalty: 5216.564453
	Iteration 57Q: 3 clusters Score -5161374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5161373.000000 Penalty: 5216.564453
	Iteration 58Q: 3 clusters Score -5161373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5161373.000000 Penalty: 5216.564453
	Iteration 59Q: 3 clusters Score -5161373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5161376.000000 Penalty: 5216.564453
	Iteration 60F: 3 clusters Score -5161376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5161376.500000 Penalty: 5216.564453
	Iteration 61Q: 3 clusters Score -5161376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5161377.500000 Penalty: 5216.564453
	Iteration 62Q: 3 clusters Score -5161378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5161375.500000 Penalty: 5216.564453
	Iteration 63Q: 3 clusters Score -5161376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5161377.500000 Penalty: 5216.564453
	Iteration 64Q: 3 clusters Score -5161378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5161379.500000 Penalty: 5216.564453
	Iteration 65Q: 3 clusters Score -5161380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5161384.000000 Penalty: 5216.564453
	Iteration 66Q: 3 clusters Score -5161384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5161382.500000 Penalty: 5216.564453
	Iteration 67Q: 3 clusters Score -5161382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5161383.000000 Penalty: 5216.564453
	Iteration 68Q: 3 clusters Score -5161383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5161383.000000 Penalty: 5216.564453
	Iteration 69F: 3 clusters Score -5161383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -630947.562500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -630947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -626465.125000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -626465.1 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -627638.562500 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -627638.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -627932.062500 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -627932.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -628158.687500 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -628158.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -628361.500000 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -628361.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -628512.500000 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -628512.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -628665.250000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -628665.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -628827.250000 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -628827.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -628986.125000 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -628986.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -629130.937500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -629130.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -629263.875000 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -629263.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -629369.562500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -629369.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -629448.750000 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -629448.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -629532.750000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -629532.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -629590.750000 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -629590.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -629644.500000 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -629644.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -629694.750000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -629694.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -629743.625000 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -629743.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -629778.437500 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -629778.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -629806.500000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -629806.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -629830.062500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -629830.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -629846.000000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -629846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -629862.625000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -629862.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -629876.187500 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -629876.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -629893.562500 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -629893.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -629929.125000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -629929.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -629964.812500 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -629964.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -629990.937500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -629990.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -630016.000000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -630016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -630043.250000 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -630043.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -630064.000000 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -630064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -630071.062500 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -630071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -630077.500000 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -630077.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -630080.937500 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -630080.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -630085.625000 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -630085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -630091.687500 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -630091.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -630095.250000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -630095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -630095.937500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -630095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -630096.625000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -630096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -630096.625000 Penalty: 4224.329590
	Iteration 39F: 3 clusters Score -630096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Entering Unmasked Estep 
Score: -11682790.000000 Penalty: 2794.567383
	Iteration 0F: 2 clusters Score -1.168279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -11630426.000000 Penalty: 5589.134766
	Iteration 0F: 3 clusters Score -1.163043e+07 nChanged 36913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -11651202.000000 Penalty: 5589.134766
	Iteration 1F: 3 clusters Score -1.16512e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -11651746.000000 Penalty: 5589.134766
	Iteration 2Q: 3 clusters Score -1.165175e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -11652300.000000 Penalty: 5589.134766
	Iteration 3Q: 3 clusters Score -1.16523e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -11653036.000000 Penalty: 5589.134766
	Iteration 4Q: 3 clusters Score -1.165304e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -11654174.000000 Penalty: 5589.134766
	Iteration 5Q: 3 clusters Score -1.165417e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -11655990.000000 Penalty: 5589.134766
	Iteration 6Q: 3 clusters Score -1.165599e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -11659041.000000 Penalty: 5589.134766
	Iteration 7F: 3 clusters Score -1.165904e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -11663789.000000 Penalty: 5589.134766
	Iteration 8F: 3 clusters Score -1.166379e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -11669762.000000 Penalty: 5589.134766
	Iteration 9F: 3 clusters Score -1.166976e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -11675044.000000 Penalty: 5589.134766
	Iteration 10F: 3 clusters Score -1.167504e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -11678139.000000 Penalty: 5589.134766
	Iteration 11Q: 3 clusters Score -1.167814e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -11679449.000000 Penalty: 5589.134766
	Iteration 12Q: 3 clusters Score -1.167945e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -11679886.000000 Penalty: 5589.134766
	Iteration 13Q: 3 clusters Score -1.167989e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -11680112.000000 Penalty: 5589.134766
	Iteration 14Q: 3 clusters Score -1.168011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -11680215.000000 Penalty: 5589.134766
	Iteration 15Q: 3 clusters Score -1.168022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -11680260.000000 Penalty: 5589.134766
	Iteration 16Q: 3 clusters Score -1.168026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -11680292.000000 Penalty: 5589.134766
	Iteration 17Q: 3 clusters Score -1.168029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -11680329.000000 Penalty: 5589.134766
	Iteration 18Q: 3 clusters Score -1.168033e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -11680332.000000 Penalty: 5589.134766
	Iteration 19Q: 3 clusters Score -1.168033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 78076 members 
Entering Unmasked Estep 
Score: -11680329.000000 Penalty: 5589.134766
	Iteration 20F: 3 clusters Score -1.168033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -11680343.000000 Penalty: 5589.134766
	Iteration 21Q: 3 clusters Score -1.168034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 78080 members 
Entering Unmasked Estep 
Score: -11680345.000000 Penalty: 5589.134766
	Iteration 22Q: 3 clusters Score -1.168034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -11680350.000000 Penalty: 5589.134766
	Iteration 23Q: 3 clusters Score -1.168035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -11680362.000000 Penalty: 5589.134766
	Iteration 24Q: 3 clusters Score -1.168036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -11680373.000000 Penalty: 5589.134766
	Iteration 25Q: 3 clusters Score -1.168037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -11680375.000000 Penalty: 5589.134766
	Iteration 26Q: 3 clusters Score -1.168038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 78085 members 
Entering Unmasked Estep 
Score: -11680378.000000 Penalty: 5589.134766
	Iteration 27Q: 3 clusters Score -1.168038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -11680378.000000 Penalty: 5589.134766
	Iteration 28Q: 3 clusters Score -1.168038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -11680376.000000 Penalty: 5589.134766
	Iteration 29Q: 3 clusters Score -1.168038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -11680376.000000 Penalty: 5589.134766
	Iteration 30F: 3 clusters Score -1.168038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Entering Unmasked Estep 
Score: -1543004.625000 Penalty: 2294.391357
	Iteration 0F: 2 clusters Score -1543005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1535004.375000 Penalty: 4588.782715
	Iteration 0F: 3 clusters Score -1535004 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1537280.375000 Penalty: 4588.782715
	Iteration 1F: 3 clusters Score -1537280 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1537580.000000 Penalty: 4588.782715
	Iteration 2F: 3 clusters Score -1537580 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1537798.000000 Penalty: 4588.782715
	Iteration 3Q: 3 clusters Score -1537798 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1537970.500000 Penalty: 4588.782715
	Iteration 4Q: 3 clusters Score -1537970 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1538127.000000 Penalty: 4588.782715
	Iteration 5Q: 3 clusters Score -1538127 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1538302.875000 Penalty: 4588.782715
	Iteration 6Q: 3 clusters Score -1538303 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1538520.000000 Penalty: 4588.782715
	Iteration 7Q: 3 clusters Score -1538520 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1538772.375000 Penalty: 4588.782715
	Iteration 8Q: 3 clusters Score -1538772 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1539061.000000 Penalty: 4588.782715
	Iteration 9Q: 3 clusters Score -1539061 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1539370.875000 Penalty: 4588.782715
	Iteration 10Q: 3 clusters Score -1539371 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1539700.875000 Penalty: 4588.782715
	Iteration 11Q: 3 clusters Score -1539701 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1539987.875000 Penalty: 4588.782715
	Iteration 12Q: 3 clusters Score -1539988 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1540228.125000 Penalty: 4588.782715
	Iteration 13Q: 3 clusters Score -1540228 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1540441.500000 Penalty: 4588.782715
	Iteration 14Q: 3 clusters Score -1540442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1540602.625000 Penalty: 4588.782715
	Iteration 15Q: 3 clusters Score -1540603 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1540703.750000 Penalty: 4588.782715
	Iteration 16Q: 3 clusters Score -1540704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1540775.375000 Penalty: 4588.782715
	Iteration 17Q: 3 clusters Score -1540775 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1540833.375000 Penalty: 4588.782715
	Iteration 18Q: 3 clusters Score -1540833 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1540859.625000 Penalty: 4588.782715
	Iteration 19Q: 3 clusters Score -1540860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1540895.250000 Penalty: 4588.782715
	Iteration 20F: 3 clusters Score -1540895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1540915.250000 Penalty: 4588.782715
	Iteration 21Q: 3 clusters Score -1540915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1540934.250000 Penalty: 4588.782715
	Iteration 22Q: 3 clusters Score -1540934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1540952.250000 Penalty: 4588.782715
	Iteration 23Q: 3 clusters Score -1540952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1540969.125000 Penalty: 4588.782715
	Iteration 24Q: 3 clusters Score -1540969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1540982.250000 Penalty: 4588.782715
	Iteration 25Q: 3 clusters Score -1540982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1540987.000000 Penalty: 4588.782715
	Iteration 26Q: 3 clusters Score -1540987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1540993.250000 Penalty: 4588.782715
	Iteration 27Q: 3 clusters Score -1540993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1540994.000000 Penalty: 4588.782715
	Iteration 28Q: 3 clusters Score -1540994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1540996.625000 Penalty: 4588.782715
	Iteration 29Q: 3 clusters Score -1540997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1540996.625000 Penalty: 4588.782715
	Iteration 30F: 3 clusters Score -1540997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -647535.187500 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -647535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -643430.437500 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -643430.4 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -644358.937500 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -644358.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -644582.125000 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -644582.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -644750.437500 Penalty: 4152.021484
	Iteration 3F: 3 clusters Score -644750.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -644880.250000 Penalty: 4152.021484
	Iteration 4Q: 3 clusters Score -644880.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -645016.312500 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -645016.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -645142.312500 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -645142.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -645264.437500 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -645264.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -645381.750000 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -645381.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -645516.312500 Penalty: 4152.021484
	Iteration 9Q: 3 clusters Score -645516.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -645662.875000 Penalty: 4152.021484
	Iteration 10Q: 3 clusters Score -645662.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -645835.625000 Penalty: 4152.021484
	Iteration 11Q: 3 clusters Score -645835.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -646025.875000 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -646025.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -646221.125000 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -646221.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -646391.750000 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -646391.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -646510.625000 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -646510.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -646579.937500 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -646579.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -646629.375000 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -646629.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -646669.875000 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -646669.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -646706.937500 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -646706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -646723.875000 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -646723.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -646737.812500 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -646737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -646741.812500 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -646741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -646744.562500 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -646744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -646748.062500 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -646748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -646748.437500 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -646748.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -646748.937500 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -646748.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -646749.750000 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -646749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -646750.562500 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -646750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -646750.500000 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -646750.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -646750.500000 Penalty: 4152.021484
	Iteration 30F: 3 clusters Score -646750.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -2513695.750000 Penalty: 2413.547363
	Iteration 0F: 2 clusters Score -2513696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2501675.250000 Penalty: 4827.094727
	Iteration 0F: 3 clusters Score -2501675 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2505589.500000 Penalty: 4827.094727
	Iteration 1F: 3 clusters Score -2505590 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2506113.000000 Penalty: 4827.094727
	Iteration 2F: 3 clusters Score -2506113 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2506664.000000 Penalty: 4827.094727
	Iteration 3F: 3 clusters Score -2506664 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2507267.250000 Penalty: 4827.094727
	Iteration 4F: 3 clusters Score -2507267 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2507878.250000 Penalty: 4827.094727
	Iteration 5F: 3 clusters Score -2507878 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2508385.750000 Penalty: 4827.094727
	Iteration 6F: 3 clusters Score -2508386 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2508825.750000 Penalty: 4827.094727
	Iteration 7Q: 3 clusters Score -2508826 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2509150.500000 Penalty: 4827.094727
	Iteration 8Q: 3 clusters Score -2509150 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2509368.500000 Penalty: 4827.094727
	Iteration 9Q: 3 clusters Score -2509368 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2509485.000000 Penalty: 4827.094727
	Iteration 10Q: 3 clusters Score -2509485 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2509571.500000 Penalty: 4827.094727
	Iteration 11Q: 3 clusters Score -2509572 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2509621.500000 Penalty: 4827.094727
	Iteration 12Q: 3 clusters Score -2509622 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2509677.750000 Penalty: 4827.094727
	Iteration 13Q: 3 clusters Score -2509678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2509725.000000 Penalty: 4827.094727
	Iteration 14Q: 3 clusters Score -2509725 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2509775.250000 Penalty: 4827.094727
	Iteration 15Q: 3 clusters Score -2509775 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2509811.000000 Penalty: 4827.094727
	Iteration 16Q: 3 clusters Score -2509811 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2509857.500000 Penalty: 4827.094727
	Iteration 17Q: 3 clusters Score -2509858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2509901.500000 Penalty: 4827.094727
	Iteration 18Q: 3 clusters Score -2509902 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2509948.750000 Penalty: 4827.094727
	Iteration 19Q: 3 clusters Score -2509949 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2510003.500000 Penalty: 4827.094727
	Iteration 20F: 3 clusters Score -2510004 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2510078.500000 Penalty: 4827.094727
	Iteration 21Q: 3 clusters Score -2510078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2510158.000000 Penalty: 4827.094727
	Iteration 22Q: 3 clusters Score -2510158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2510210.750000 Penalty: 4827.094727
	Iteration 23Q: 3 clusters Score -2510211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2510284.250000 Penalty: 4827.094727
	Iteration 24Q: 3 clusters Score -2510284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2510337.750000 Penalty: 4827.094727
	Iteration 25Q: 3 clusters Score -2510338 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2510399.250000 Penalty: 4827.094727
	Iteration 26Q: 3 clusters Score -2510399 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2510471.000000 Penalty: 4827.094727
	Iteration 27Q: 3 clusters Score -2510471 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2510539.250000 Penalty: 4827.094727
	Iteration 28Q: 3 clusters Score -2510539 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2510628.000000 Penalty: 4827.094727
	Iteration 29Q: 3 clusters Score -2510628 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2510708.750000 Penalty: 4827.094727
	Iteration 30Q: 3 clusters Score -2510709 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2510784.500000 Penalty: 4827.094727
	Iteration 31Q: 3 clusters Score -2510784 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2510857.000000 Penalty: 4827.094727
	Iteration 32Q: 3 clusters Score -2510857 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2510936.500000 Penalty: 4827.094727
	Iteration 33Q: 3 clusters Score -2510936 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2510997.750000 Penalty: 4827.094727
	Iteration 34Q: 3 clusters Score -2510998 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2511068.000000 Penalty: 4827.094727
	Iteration 35Q: 3 clusters Score -2511068 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2511147.500000 Penalty: 4827.094727
	Iteration 36Q: 3 clusters Score -2511148 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2511217.000000 Penalty: 4827.094727
	Iteration 37Q: 3 clusters Score -2511217 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2511270.750000 Penalty: 4827.094727
	Iteration 38Q: 3 clusters Score -2511271 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2511327.500000 Penalty: 4827.094727
	Iteration 39Q: 3 clusters Score -2511328 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2511406.500000 Penalty: 4827.094727
	Iteration 40F: 3 clusters Score -2511406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2511476.250000 Penalty: 4827.094727
	Iteration 41Q: 3 clusters Score -2511476 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2511514.500000 Penalty: 4827.094727
	Iteration 42Q: 3 clusters Score -2511514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2511562.250000 Penalty: 4827.094727
	Iteration 43Q: 3 clusters Score -2511562 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2511603.250000 Penalty: 4827.094727
	Iteration 44Q: 3 clusters Score -2511603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2511628.250000 Penalty: 4827.094727
	Iteration 45Q: 3 clusters Score -2511628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2511653.000000 Penalty: 4827.094727
	Iteration 46Q: 3 clusters Score -2511653 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2511674.250000 Penalty: 4827.094727
	Iteration 47Q: 3 clusters Score -2511674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2511687.750000 Penalty: 4827.094727
	Iteration 48Q: 3 clusters Score -2511688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2511698.250000 Penalty: 4827.094727
	Iteration 49Q: 3 clusters Score -2511698 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2511716.750000 Penalty: 4827.094727
	Iteration 50Q: 3 clusters Score -2511717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2511723.000000 Penalty: 4827.094727
	Iteration 51Q: 3 clusters Score -2511723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2511729.750000 Penalty: 4827.094727
	Iteration 52Q: 3 clusters Score -2511730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2511737.000000 Penalty: 4827.094727
	Iteration 53Q: 3 clusters Score -2511737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2511742.000000 Penalty: 4827.094727
	Iteration 54Q: 3 clusters Score -2511742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2511746.250000 Penalty: 4827.094727
	Iteration 55Q: 3 clusters Score -2511746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2511748.750000 Penalty: 4827.094727
	Iteration 56Q: 3 clusters Score -2511749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2511751.750000 Penalty: 4827.094727
	Iteration 57Q: 3 clusters Score -2511752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2511761.500000 Penalty: 4827.094727
	Iteration 58Q: 3 clusters Score -2511762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -2511763.000000 Penalty: 4827.094727
	Iteration 59Q: 3 clusters Score -2511763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2511760.750000 Penalty: 4827.094727
	Iteration 60F: 3 clusters Score -2511761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2511768.000000 Penalty: 4827.094727
	Iteration 61Q: 3 clusters Score -2511768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2511774.250000 Penalty: 4827.094727
	Iteration 62Q: 3 clusters Score -2511774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2511776.000000 Penalty: 4827.094727
	Iteration 63Q: 3 clusters Score -2511776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2511778.500000 Penalty: 4827.094727
	Iteration 64Q: 3 clusters Score -2511778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2511778.500000 Penalty: 4827.094727
	Iteration 65Q: 3 clusters Score -2511778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2511785.500000 Penalty: 4827.094727
	Iteration 66Q: 3 clusters Score -2511786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2511784.500000 Penalty: 4827.094727
	Iteration 67Q: 3 clusters Score -2511784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2511781.000000 Penalty: 4827.094727
	Iteration 68Q: 3 clusters Score -2511781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2511784.000000 Penalty: 4827.094727
	Iteration 69Q: 3 clusters Score -2511784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2511793.250000 Penalty: 4827.094727
	Iteration 70Q: 3 clusters Score -2511793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2511792.750000 Penalty: 4827.094727
	Iteration 71Q: 3 clusters Score -2511793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2511791.750000 Penalty: 4827.094727
	Iteration 72Q: 3 clusters Score -2511792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2511793.750000 Penalty: 4827.094727
	Iteration 73Q: 3 clusters Score -2511794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2511795.000000 Penalty: 4827.094727
	Iteration 74Q: 3 clusters Score -2511795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2511798.250000 Penalty: 4827.094727
	Iteration 75Q: 3 clusters Score -2511798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2511803.000000 Penalty: 4827.094727
	Iteration 76Q: 3 clusters Score -2511803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2511802.000000 Penalty: 4827.094727
	Iteration 77Q: 3 clusters Score -2511802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2511802.500000 Penalty: 4827.094727
	Iteration 78Q: 3 clusters Score -2511802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2511805.000000 Penalty: 4827.094727
	Iteration 79Q: 3 clusters Score -2511805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2511807.000000 Penalty: 4827.094727
	Iteration 80F: 3 clusters Score -2511807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2511807.500000 Penalty: 4827.094727
	Iteration 81Q: 3 clusters Score -2511808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2511807.750000 Penalty: 4827.094727
	Iteration 82Q: 3 clusters Score -2511808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2511807.750000 Penalty: 4827.094727
	Iteration 83F: 3 clusters Score -2511808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -1081155.625000 Penalty: 2221.622070
	Iteration 0F: 2 clusters Score -1081156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1074948.000000 Penalty: 4443.244141
	Iteration 0F: 3 clusters Score -1074948 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1076859.250000 Penalty: 4443.244141
	Iteration 1F: 3 clusters Score -1076859 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1077345.625000 Penalty: 4443.244141
	Iteration 2F: 3 clusters Score -1077346 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1077807.500000 Penalty: 4443.244141
	Iteration 3F: 3 clusters Score -1077808 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1078203.375000 Penalty: 4443.244141
	Iteration 4F: 3 clusters Score -1078203 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1078501.500000 Penalty: 4443.244141
	Iteration 5F: 3 clusters Score -1078502 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1078719.750000 Penalty: 4443.244141
	Iteration 6Q: 3 clusters Score -1078720 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1078884.000000 Penalty: 4443.244141
	Iteration 7Q: 3 clusters Score -1078884 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1079013.250000 Penalty: 4443.244141
	Iteration 8Q: 3 clusters Score -1079013 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1079110.250000 Penalty: 4443.244141
	Iteration 9Q: 3 clusters Score -1079110 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1079170.875000 Penalty: 4443.244141
	Iteration 10Q: 3 clusters Score -1079171 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1079217.625000 Penalty: 4443.244141
	Iteration 11Q: 3 clusters Score -1079218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1079265.500000 Penalty: 4443.244141
	Iteration 12Q: 3 clusters Score -1079266 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1079320.125000 Penalty: 4443.244141
	Iteration 13Q: 3 clusters Score -1079320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1079382.750000 Penalty: 4443.244141
	Iteration 14Q: 3 clusters Score -1079383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1079429.625000 Penalty: 4443.244141
	Iteration 15Q: 3 clusters Score -1079430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1079476.000000 Penalty: 4443.244141
	Iteration 16Q: 3 clusters Score -1079476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1079509.750000 Penalty: 4443.244141
	Iteration 17Q: 3 clusters Score -1079510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1079541.500000 Penalty: 4443.244141
	Iteration 18Q: 3 clusters Score -1079542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1079566.375000 Penalty: 4443.244141
	Iteration 19Q: 3 clusters Score -1079566 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1079591.375000 Penalty: 4443.244141
	Iteration 20F: 3 clusters Score -1079591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1079616.250000 Penalty: 4443.244141
	Iteration 21Q: 3 clusters Score -1079616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1079640.125000 Penalty: 4443.244141
	Iteration 22Q: 3 clusters Score -1079640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1079666.250000 Penalty: 4443.244141
	Iteration 23Q: 3 clusters Score -1079666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1079679.000000 Penalty: 4443.244141
	Iteration 24Q: 3 clusters Score -1079679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1079700.875000 Penalty: 4443.244141
	Iteration 25Q: 3 clusters Score -1079701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1079715.625000 Penalty: 4443.244141
	Iteration 26Q: 3 clusters Score -1079716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1079730.000000 Penalty: 4443.244141
	Iteration 27Q: 3 clusters Score -1079730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1079739.375000 Penalty: 4443.244141
	Iteration 28Q: 3 clusters Score -1079739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1079751.250000 Penalty: 4443.244141
	Iteration 29Q: 3 clusters Score -1079751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1079755.625000 Penalty: 4443.244141
	Iteration 30Q: 3 clusters Score -1079756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1079759.000000 Penalty: 4443.244141
	Iteration 31Q: 3 clusters Score -1079759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1079763.375000 Penalty: 4443.244141
	Iteration 32Q: 3 clusters Score -1079763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1079767.375000 Penalty: 4443.244141
	Iteration 33Q: 3 clusters Score -1079767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1079771.625000 Penalty: 4443.244141
	Iteration 34Q: 3 clusters Score -1079772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1079777.125000 Penalty: 4443.244141
	Iteration 35Q: 3 clusters Score -1079777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1079785.375000 Penalty: 4443.244141
	Iteration 36Q: 3 clusters Score -1079785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1079790.750000 Penalty: 4443.244141
	Iteration 37Q: 3 clusters Score -1079791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1079802.000000 Penalty: 4443.244141
	Iteration 38Q: 3 clusters Score -1079802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1079810.875000 Penalty: 4443.244141
	Iteration 39Q: 3 clusters Score -1079811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1079816.500000 Penalty: 4443.244141
	Iteration 40F: 3 clusters Score -1079816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1079821.625000 Penalty: 4443.244141
	Iteration 41Q: 3 clusters Score -1079822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1079824.875000 Penalty: 4443.244141
	Iteration 42Q: 3 clusters Score -1079825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1079826.500000 Penalty: 4443.244141
	Iteration 43Q: 3 clusters Score -1079826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1079830.375000 Penalty: 4443.244141
	Iteration 44Q: 3 clusters Score -1079830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1079835.500000 Penalty: 4443.244141
	Iteration 45Q: 3 clusters Score -1079836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1079842.375000 Penalty: 4443.244141
	Iteration 46Q: 3 clusters Score -1079842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1079848.250000 Penalty: 4443.244141
	Iteration 47Q: 3 clusters Score -1079848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1079848.125000 Penalty: 4443.244141
	Iteration 48Q: 3 clusters Score -1079848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1079849.250000 Penalty: 4443.244141
	Iteration 49Q: 3 clusters Score -1079849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1079849.625000 Penalty: 4443.244141
	Iteration 50Q: 3 clusters Score -1079850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1079851.750000 Penalty: 4443.244141
	Iteration 51Q: 3 clusters Score -1079852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1079852.625000 Penalty: 4443.244141
	Iteration 52Q: 3 clusters Score -1079853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1079852.375000 Penalty: 4443.244141
	Iteration 53Q: 3 clusters Score -1079852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1079853.250000 Penalty: 4443.244141
	Iteration 54Q: 3 clusters Score -1079853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1079855.000000 Penalty: 4443.244141
	Iteration 55Q: 3 clusters Score -1079855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1079856.000000 Penalty: 4443.244141
	Iteration 56Q: 3 clusters Score -1079856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1079856.500000 Penalty: 4443.244141
	Iteration 57Q: 3 clusters Score -1079856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1079859.625000 Penalty: 4443.244141
	Iteration 58Q: 3 clusters Score -1079860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1079865.750000 Penalty: 4443.244141
	Iteration 59Q: 3 clusters Score -1079866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1079870.125000 Penalty: 4443.244141
	Iteration 60F: 3 clusters Score -1079870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1079873.625000 Penalty: 4443.244141
	Iteration 61Q: 3 clusters Score -1079874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1079877.625000 Penalty: 4443.244141
	Iteration 62Q: 3 clusters Score -1079878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1079880.125000 Penalty: 4443.244141
	Iteration 63Q: 3 clusters Score -1079880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1079882.250000 Penalty: 4443.244141
	Iteration 64Q: 3 clusters Score -1079882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1079884.000000 Penalty: 4443.244141
	Iteration 65Q: 3 clusters Score -1079884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1079889.750000 Penalty: 4443.244141
	Iteration 66Q: 3 clusters Score -1079890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1079897.875000 Penalty: 4443.244141
	Iteration 67Q: 3 clusters Score -1079898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1079901.375000 Penalty: 4443.244141
	Iteration 68Q: 3 clusters Score -1079901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1079905.250000 Penalty: 4443.244141
	Iteration 69Q: 3 clusters Score -1079905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1079908.500000 Penalty: 4443.244141
	Iteration 70Q: 3 clusters Score -1079908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1079908.625000 Penalty: 4443.244141
	Iteration 71Q: 3 clusters Score -1079909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1079912.750000 Penalty: 4443.244141
	Iteration 72Q: 3 clusters Score -1079913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1079911.750000 Penalty: 4443.244141
	Iteration 73Q: 3 clusters Score -1079912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1079912.250000 Penalty: 4443.244141
	Iteration 74Q: 3 clusters Score -1079912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1079912.250000 Penalty: 4443.244141
	Iteration 75F: 3 clusters Score -1079912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -29659.873047 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -29659.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28505.113281 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -28505.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28570.998047 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -28571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28574.138672 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -28574.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28576.289062 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -28576.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28576.289062 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -28576.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Entering Unmasked Estep 
Score: -9558011.000000 Penalty: 2743.777100
	Iteration 0F: 2 clusters Score -9558011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -9514943.000000 Penalty: 5487.554199
	Iteration 0F: 3 clusters Score -9514943 nChanged 29853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -9532110.000000 Penalty: 5487.554199
	Iteration 1F: 3 clusters Score -9532110 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -9533088.000000 Penalty: 5487.554199
	Iteration 2Q: 3 clusters Score -9533088 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -9534356.000000 Penalty: 5487.554199
	Iteration 3Q: 3 clusters Score -9534356 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -9536186.000000 Penalty: 5487.554199
	Iteration 4F: 3 clusters Score -9536186 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9538614.000000 Penalty: 5487.554199
	Iteration 5F: 3 clusters Score -9538614 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -9541755.000000 Penalty: 5487.554199
	Iteration 6F: 3 clusters Score -9541755 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -9545125.000000 Penalty: 5487.554199
	Iteration 7F: 3 clusters Score -9545125 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -9548276.000000 Penalty: 5487.554199
	Iteration 8F: 3 clusters Score -9548276 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -9550902.000000 Penalty: 5487.554199
	Iteration 9Q: 3 clusters Score -9550902 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -9552669.000000 Penalty: 5487.554199
	Iteration 10Q: 3 clusters Score -9552669 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -9553966.000000 Penalty: 5487.554199
	Iteration 11Q: 3 clusters Score -9553966 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -9554706.000000 Penalty: 5487.554199
	Iteration 12Q: 3 clusters Score -9554706 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -9555101.000000 Penalty: 5487.554199
	Iteration 13Q: 3 clusters Score -9555101 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -9555301.000000 Penalty: 5487.554199
	Iteration 14Q: 3 clusters Score -9555301 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -9555446.000000 Penalty: 5487.554199
	Iteration 15Q: 3 clusters Score -9555446 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -9555525.000000 Penalty: 5487.554199
	Iteration 16Q: 3 clusters Score -9555525 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -9555577.000000 Penalty: 5487.554199
	Iteration 17Q: 3 clusters Score -9555577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -9555615.000000 Penalty: 5487.554199
	Iteration 18Q: 3 clusters Score -9555615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -9555633.000000 Penalty: 5487.554199
	Iteration 19Q: 3 clusters Score -9555633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -9555667.000000 Penalty: 5487.554199
	Iteration 20F: 3 clusters Score -9555667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -9555684.000000 Penalty: 5487.554199
	Iteration 21Q: 3 clusters Score -9555684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -9555687.000000 Penalty: 5487.554199
	Iteration 22Q: 3 clusters Score -9555687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63299 members 
Entering Unmasked Estep 
Score: -9555699.000000 Penalty: 5487.554199
	Iteration 23Q: 3 clusters Score -9555699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -9555710.000000 Penalty: 5487.554199
	Iteration 24Q: 3 clusters Score -9555710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -9555712.000000 Penalty: 5487.554199
	Iteration 25Q: 3 clusters Score -9555712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -9555712.000000 Penalty: 5487.554199
	Iteration 26Q: 3 clusters Score -9555712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9555715.000000 Penalty: 5487.554199
	Iteration 27Q: 3 clusters Score -9555715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -9555715.000000 Penalty: 5487.554199
	Iteration 28Q: 3 clusters Score -9555715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -9555715.000000 Penalty: 5487.554199
	Iteration 29Q: 3 clusters Score -9555715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -9555722.000000 Penalty: 5487.554199
	Iteration 30Q: 3 clusters Score -9555722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -9555726.000000 Penalty: 5487.554199
	Iteration 31Q: 3 clusters Score -9555726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -9555726.000000 Penalty: 5487.554199
	Iteration 32F: 3 clusters Score -9555726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Entering Unmasked Estep 
Score: -2136442.500000 Penalty: 2375.369873
	Iteration 0F: 2 clusters Score -2136442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2125953.500000 Penalty: 4750.739746
	Iteration 0F: 3 clusters Score -2125954 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2129171.250000 Penalty: 4750.739746
	Iteration 1F: 3 clusters Score -2129171 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -2129503.750000 Penalty: 4750.739746
	Iteration 2F: 3 clusters Score -2129504 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2129740.250000 Penalty: 4750.739746
	Iteration 3Q: 3 clusters Score -2129740 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2129942.000000 Penalty: 4750.739746
	Iteration 4Q: 3 clusters Score -2129942 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2130089.750000 Penalty: 4750.739746
	Iteration 5Q: 3 clusters Score -2130090 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2130250.000000 Penalty: 4750.739746
	Iteration 6Q: 3 clusters Score -2130250 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2130395.250000 Penalty: 4750.739746
	Iteration 7Q: 3 clusters Score -2130395 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2130543.250000 Penalty: 4750.739746
	Iteration 8Q: 3 clusters Score -2130543 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2130711.000000 Penalty: 4750.739746
	Iteration 9Q: 3 clusters Score -2130711 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2130871.250000 Penalty: 4750.739746
	Iteration 10Q: 3 clusters Score -2130871 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2131040.750000 Penalty: 4750.739746
	Iteration 11Q: 3 clusters Score -2131041 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2131213.500000 Penalty: 4750.739746
	Iteration 12Q: 3 clusters Score -2131214 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2131410.500000 Penalty: 4750.739746
	Iteration 13Q: 3 clusters Score -2131410 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2131589.500000 Penalty: 4750.739746
	Iteration 14Q: 3 clusters Score -2131590 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2131816.500000 Penalty: 4750.739746
	Iteration 15Q: 3 clusters Score -2131816 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2132104.750000 Penalty: 4750.739746
	Iteration 16Q: 3 clusters Score -2132105 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2132412.750000 Penalty: 4750.739746
	Iteration 17Q: 3 clusters Score -2132413 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2132720.000000 Penalty: 4750.739746
	Iteration 18Q: 3 clusters Score -2132720 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2132985.250000 Penalty: 4750.739746
	Iteration 19Q: 3 clusters Score -2132985 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2133279.500000 Penalty: 4750.739746
	Iteration 20F: 3 clusters Score -2133280 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2133557.000000 Penalty: 4750.739746
	Iteration 21Q: 3 clusters Score -2133557 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2133788.750000 Penalty: 4750.739746
	Iteration 22Q: 3 clusters Score -2133789 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2134044.500000 Penalty: 4750.739746
	Iteration 23Q: 3 clusters Score -2134044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2134231.750000 Penalty: 4750.739746
	Iteration 24Q: 3 clusters Score -2134232 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2134412.250000 Penalty: 4750.739746
	Iteration 25Q: 3 clusters Score -2134412 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2134547.500000 Penalty: 4750.739746
	Iteration 26Q: 3 clusters Score -2134548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2134654.000000 Penalty: 4750.739746
	Iteration 27Q: 3 clusters Score -2134654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2134726.000000 Penalty: 4750.739746
	Iteration 28Q: 3 clusters Score -2134726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2134777.000000 Penalty: 4750.739746
	Iteration 29Q: 3 clusters Score -2134777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2134815.000000 Penalty: 4750.739746
	Iteration 30Q: 3 clusters Score -2134815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2134843.000000 Penalty: 4750.739746
	Iteration 31Q: 3 clusters Score -2134843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2134869.750000 Penalty: 4750.739746
	Iteration 32Q: 3 clusters Score -2134870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2134891.000000 Penalty: 4750.739746
	Iteration 33Q: 3 clusters Score -2134891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2134907.000000 Penalty: 4750.739746
	Iteration 34Q: 3 clusters Score -2134907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2134925.750000 Penalty: 4750.739746
	Iteration 35Q: 3 clusters Score -2134926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -2134931.500000 Penalty: 4750.739746
	Iteration 36Q: 3 clusters Score -2134932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2134941.500000 Penalty: 4750.739746
	Iteration 37Q: 3 clusters Score -2134942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2134949.250000 Penalty: 4750.739746
	Iteration 38Q: 3 clusters Score -2134949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2134956.750000 Penalty: 4750.739746
	Iteration 39Q: 3 clusters Score -2134957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2134968.250000 Penalty: 4750.739746
	Iteration 40F: 3 clusters Score -2134968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2134971.500000 Penalty: 4750.739746
	Iteration 41Q: 3 clusters Score -2134972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2134973.250000 Penalty: 4750.739746
	Iteration 42Q: 3 clusters Score -2134973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2134976.750000 Penalty: 4750.739746
	Iteration 43Q: 3 clusters Score -2134977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2134980.500000 Penalty: 4750.739746
	Iteration 44Q: 3 clusters Score -2134980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2134983.000000 Penalty: 4750.739746
	Iteration 45Q: 3 clusters Score -2134983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2134979.500000 Penalty: 4750.739746
	Iteration 46Q: 3 clusters Score -2134980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2134981.250000 Penalty: 4750.739746
	Iteration 47Q: 3 clusters Score -2134981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2134983.750000 Penalty: 4750.739746
	Iteration 48Q: 3 clusters Score -2134984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2134984.250000 Penalty: 4750.739746
	Iteration 49Q: 3 clusters Score -2134984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2134982.750000 Penalty: 4750.739746
	Iteration 50Q: 3 clusters Score -2134983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2134983.500000 Penalty: 4750.739746
	Iteration 51Q: 3 clusters Score -2134984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2134982.500000 Penalty: 4750.739746
	Iteration 52Q: 3 clusters Score -2134982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2134982.500000 Penalty: 4750.739746
	Iteration 53F: 3 clusters Score -2134982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -350983.781250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -350983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -348028.906250 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -348028.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -348793.781250 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -348793.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -349334.156250 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -349334.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -349815.531250 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -349815.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -350109.312500 Penalty: 3885.072510
	Iteration 4F: 3 clusters Score -350109.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350259.375000 Penalty: 3885.072510
	Iteration 5F: 3 clusters Score -350259.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -350327.187500 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -350327.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -350368.687500 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -350368.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -350412.781250 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -350412.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -350473.218750 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -350473.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350549.937500 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -350549.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -350604.531250 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -350604.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -350622.375000 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -350622.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -350632.156250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -350632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -350638.187500 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -350638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -350641.593750 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -350641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350643.093750 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -350643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350644.125000 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -350644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -350644.656250 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -350644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -350645.187500 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -350645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -350645.562500 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -350645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -350646.156250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -350646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -350646.156250 Penalty: 3885.072510
	Iteration 22F: 3 clusters Score -350646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -1537600.125000 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -1537600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1529158.875000 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -1529159 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1531885.375000 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -1531885 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1532548.125000 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -1532548 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1533135.375000 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -1533135 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1533671.375000 Penalty: 4619.465332
	Iteration 4F: 3 clusters Score -1533671 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1534118.250000 Penalty: 4619.465332
	Iteration 5F: 3 clusters Score -1534118 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1534452.625000 Penalty: 4619.465332
	Iteration 6Q: 3 clusters Score -1534453 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1534702.125000 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -1534702 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1534889.125000 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -1534889 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1535042.875000 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -1535043 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1535154.375000 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -1535154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1535235.125000 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -1535235 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1535295.750000 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -1535296 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1535375.750000 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -1535376 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1535448.000000 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -1535448 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1535524.750000 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -1535525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1535586.875000 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -1535587 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1535641.625000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -1535642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1535711.125000 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -1535711 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1535786.500000 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -1535786 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1535854.125000 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -1535854 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1535931.500000 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -1535932 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1535991.125000 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -1535991 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1536038.500000 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -1536038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1536068.250000 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -1536068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1536100.000000 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -1536100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1536128.750000 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -1536129 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1536153.875000 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -1536154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1536177.500000 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -1536178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1536188.250000 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -1536188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1536200.125000 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -1536200 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1536213.750000 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -1536214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1536234.500000 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -1536234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1536257.500000 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -1536258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1536279.250000 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -1536279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1536288.750000 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -1536289 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1536307.375000 Penalty: 4619.465332
	Iteration 36Q: 3 clusters Score -1536307 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1536319.625000 Penalty: 4619.465332
	Iteration 37Q: 3 clusters Score -1536320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1536335.000000 Penalty: 4619.465332
	Iteration 38Q: 3 clusters Score -1536335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1536348.500000 Penalty: 4619.465332
	Iteration 39Q: 3 clusters Score -1536348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1536365.250000 Penalty: 4619.465332
	Iteration 40F: 3 clusters Score -1536365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1536387.875000 Penalty: 4619.465332
	Iteration 41Q: 3 clusters Score -1536388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1536418.750000 Penalty: 4619.465332
	Iteration 42Q: 3 clusters Score -1536419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1536463.250000 Penalty: 4619.465332
	Iteration 43Q: 3 clusters Score -1536463 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1536508.500000 Penalty: 4619.465332
	Iteration 44Q: 3 clusters Score -1536508 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1536557.125000 Penalty: 4619.465332
	Iteration 45Q: 3 clusters Score -1536557 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1536602.875000 Penalty: 4619.465332
	Iteration 46Q: 3 clusters Score -1536603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1536644.125000 Penalty: 4619.465332
	Iteration 47Q: 3 clusters Score -1536644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1536662.750000 Penalty: 4619.465332
	Iteration 48Q: 3 clusters Score -1536663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1536682.750000 Penalty: 4619.465332
	Iteration 49Q: 3 clusters Score -1536683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1536694.000000 Penalty: 4619.465332
	Iteration 50Q: 3 clusters Score -1536694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1536701.000000 Penalty: 4619.465332
	Iteration 51Q: 3 clusters Score -1536701 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1536710.375000 Penalty: 4619.465332
	Iteration 52Q: 3 clusters Score -1536710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1536714.875000 Penalty: 4619.465332
	Iteration 53Q: 3 clusters Score -1536715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1536725.125000 Penalty: 4619.465332
	Iteration 54Q: 3 clusters Score -1536725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1536726.000000 Penalty: 4619.465332
	Iteration 55Q: 3 clusters Score -1536726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1536727.875000 Penalty: 4619.465332
	Iteration 56Q: 3 clusters Score -1536728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1536735.125000 Penalty: 4619.465332
	Iteration 57Q: 3 clusters Score -1536735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1536739.125000 Penalty: 4619.465332
	Iteration 58Q: 3 clusters Score -1536739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1536741.000000 Penalty: 4619.465332
	Iteration 59Q: 3 clusters Score -1536741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1536740.875000 Penalty: 4619.465332
	Iteration 60F: 3 clusters Score -1536741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1536742.125000 Penalty: 4619.465332
	Iteration 61Q: 3 clusters Score -1536742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1536745.000000 Penalty: 4619.465332
	Iteration 62Q: 3 clusters Score -1536745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1536748.000000 Penalty: 4619.465332
	Iteration 63Q: 3 clusters Score -1536748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1536749.375000 Penalty: 4619.465332
	Iteration 64Q: 3 clusters Score -1536749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1536751.500000 Penalty: 4619.465332
	Iteration 65Q: 3 clusters Score -1536752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1536758.000000 Penalty: 4619.465332
	Iteration 66Q: 3 clusters Score -1536758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1536759.375000 Penalty: 4619.465332
	Iteration 67Q: 3 clusters Score -1536759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1536760.625000 Penalty: 4619.465332
	Iteration 68Q: 3 clusters Score -1536761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1536762.250000 Penalty: 4619.465332
	Iteration 69Q: 3 clusters Score -1536762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1536759.000000 Penalty: 4619.465332
	Iteration 70Q: 3 clusters Score -1536759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1536760.375000 Penalty: 4619.465332
	Iteration 71Q: 3 clusters Score -1536760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1536761.000000 Penalty: 4619.465332
	Iteration 72Q: 3 clusters Score -1536761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1536764.250000 Penalty: 4619.465332
	Iteration 73Q: 3 clusters Score -1536764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1536761.125000 Penalty: 4619.465332
	Iteration 74Q: 3 clusters Score -1536761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1536764.500000 Penalty: 4619.465332
	Iteration 75Q: 3 clusters Score -1536764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1536762.250000 Penalty: 4619.465332
	Iteration 76Q: 3 clusters Score -1536762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1536762.375000 Penalty: 4619.465332
	Iteration 77Q: 3 clusters Score -1536762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1536761.500000 Penalty: 4619.465332
	Iteration 78Q: 3 clusters Score -1536762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1536763.875000 Penalty: 4619.465332
	Iteration 79Q: 3 clusters Score -1536764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1536763.625000 Penalty: 4619.465332
	Iteration 80F: 3 clusters Score -1536764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1536763.875000 Penalty: 4619.465332
	Iteration 81Q: 3 clusters Score -1536764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1536765.125000 Penalty: 4619.465332
	Iteration 82Q: 3 clusters Score -1536765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1536765.125000 Penalty: 4619.465332
	Iteration 83F: 3 clusters Score -1536765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -579525.750000 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -579525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -575367.500000 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -575367.5 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -576612.812500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -576612.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -577016.937500 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -577016.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -577304.750000 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -577304.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -577587.250000 Penalty: 4173.479980
	Iteration 4F: 3 clusters Score -577587.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -577849.625000 Penalty: 4173.479980
	Iteration 5F: 3 clusters Score -577849.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -578160.312500 Penalty: 4173.479980
	Iteration 6F: 3 clusters Score -578160.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -578481.062500 Penalty: 4173.479980
	Iteration 7F: 3 clusters Score -578481.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -578660.875000 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -578660.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -578792.187500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -578792.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -578892.375000 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -578892.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -578946.062500 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -578946.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -578966.937500 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -578966.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -578987.437500 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -578987.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -579008.562500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -579008.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -579026.375000 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -579026.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -579047.125000 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -579047.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -579063.000000 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -579063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -579074.562500 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -579074.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -579082.437500 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -579082.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -579087.187500 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -579087.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -579091.375000 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -579091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -579096.750000 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -579096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -579098.625000 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -579098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -579102.312500 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -579102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -579103.375000 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -579103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -579105.937500 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -579105.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -579106.750000 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -579106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -579108.562500 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -579108.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -579109.812500 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -579109.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -579111.625000 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -579111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -579112.312500 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -579112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -579111.812500 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -579111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -579112.562500 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -579112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -579113.125000 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -579113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -579113.125000 Penalty: 4173.479980
	Iteration 35F: 3 clusters Score -579113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -853538.187500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -853538.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -848417.812500 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -848417.8 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -849854.937500 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -849854.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -850249.875000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -850249.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -850593.250000 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -850593.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -850841.875000 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -850841.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -851056.250000 Penalty: 4309.723633
	Iteration 5F: 3 clusters Score -851056.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -851218.000000 Penalty: 4309.723633
	Iteration 6Q: 3 clusters Score -851218 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -851358.937500 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -851358.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -851470.562500 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -851470.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -851558.187500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -851558.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -851637.437500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -851637.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -851698.812500 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -851698.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -851770.437500 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -851770.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -851832.437500 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -851832.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -851881.187500 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -851881.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -851915.062500 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -851915.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -851933.812500 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -851933.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -851947.250000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -851947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -851956.625000 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -851956.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -851963.562500 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -851963.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -851965.625000 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -851965.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -851968.875000 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -851968.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -851972.062500 Penalty: 4309.723633
	Iteration 22Q: 3 clusters Score -851972.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -851974.187500 Penalty: 4309.723633
	Iteration 23Q: 3 clusters Score -851974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -851975.687500 Penalty: 4309.723633
	Iteration 24Q: 3 clusters Score -851975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -851974.875000 Penalty: 4309.723633
	Iteration 25Q: 3 clusters Score -851974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -851975.687500 Penalty: 4309.723633
	Iteration 26Q: 3 clusters Score -851975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -851975.687500 Penalty: 4309.723633
	Iteration 27Q: 3 clusters Score -851975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -851975.687500 Penalty: 4309.723633
	Iteration 28F: 3 clusters Score -851975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -713948.937500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -713948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -709525.187500 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -709525.2 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -710535.500000 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -710535.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -710770.250000 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -710770.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -710920.062500 Penalty: 4208.395996
	Iteration 3F: 3 clusters Score -710920.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -711012.000000 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -711012 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -711088.437500 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -711088.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -711152.000000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -711152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -711199.375000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -711199.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -711244.437500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -711244.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -711286.375000 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -711286.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -711322.187500 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -711322.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -711355.687500 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -711355.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -711380.750000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -711380.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -711413.625000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -711413.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -711443.187500 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -711443.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -711465.750000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -711465.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -711480.375000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -711480.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -711500.187500 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -711500.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -711517.875000 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -711517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -711533.125000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -711533.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -711551.937500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -711551.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -711574.062500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -711574.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -711604.062500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -711604.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -711635.000000 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -711635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -711665.187500 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -711665.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -711695.000000 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -711695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -711721.187500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -711721.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -711752.062500 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -711752.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -711781.937500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -711781.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -711809.875000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -711809.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -711851.375000 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -711851.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -711895.500000 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -711895.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -711933.187500 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -711933.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -711961.875000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -711961.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -711987.312500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -711987.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -712006.875000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -712006.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -712024.687500 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -712024.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -712033.187500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -712033.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -712049.312500 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -712049.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -712060.625000 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -712060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -712064.687500 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -712064.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -712070.687500 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -712070.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -712072.875000 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -712072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -712080.187500 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -712080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -712084.687500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -712084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -712089.812500 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -712089.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -712093.437500 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -712093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -712102.312500 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -712102.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -712108.062500 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -712108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -712112.125000 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -712112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -712118.562500 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -712118.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -712121.500000 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -712121.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -712121.375000 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -712121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -712124.937500 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -712124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -712126.875000 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -712126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -712130.750000 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -712130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -712136.875000 Penalty: 4208.395996
	Iteration 56Q: 3 clusters Score -712136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -712138.812500 Penalty: 4208.395996
	Iteration 57Q: 3 clusters Score -712138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -712139.437500 Penalty: 4208.395996
	Iteration 58Q: 3 clusters Score -712139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -712140.625000 Penalty: 4208.395996
	Iteration 59Q: 3 clusters Score -712140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -712141.125000 Penalty: 4208.395996
	Iteration 60F: 3 clusters Score -712141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -712142.062500 Penalty: 4208.395996
	Iteration 61Q: 3 clusters Score -712142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -712142.312500 Penalty: 4208.395996
	Iteration 62Q: 3 clusters Score -712142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -712142.312500 Penalty: 4208.395996
	Iteration 63F: 3 clusters Score -712142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -112776.773438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -112776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110953.828125 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -110953.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111242.468750 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -111242.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111422.687500 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -111422.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111547.109375 Penalty: 3335.616699
	Iteration 3F: 3 clusters Score -111547.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111636.218750 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -111636.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111694.718750 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -111694.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111788.171875 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -111788.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111857.757812 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -111857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111883.382812 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -111883.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111906.531250 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -111906.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111925.734375 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -111925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111944.132812 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -111944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111966.046875 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -111966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111979.101562 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -111979.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112006.234375 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -112006.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112022.656250 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -112022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112039.609375 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -112039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112056.078125 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -112056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112069.859375 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -112069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112072.843750 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -112072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112082.554688 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -112082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112091.062500 Penalty: 3335.616699
	Iteration 21Q: 3 clusters Score -112091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112093.906250 Penalty: 3335.616699
	Iteration 22Q: 3 clusters Score -112093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112101.601562 Penalty: 3335.616699
	Iteration 23Q: 3 clusters Score -112101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -112112.140625 Penalty: 3335.616699
	Iteration 24Q: 3 clusters Score -112112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112117.062500 Penalty: 3335.616699
	Iteration 25Q: 3 clusters Score -112117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112118.960938 Penalty: 3335.616699
	Iteration 26Q: 3 clusters Score -112119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112118.960938 Penalty: 3335.616699
	Iteration 27F: 3 clusters Score -112119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -396729.062500 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -396729.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -393498.906250 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -393498.9 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -394389.062500 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -394389.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -394723.625000 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -394723.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394986.906250 Penalty: 3969.170166
	Iteration 3F: 3 clusters Score -394986.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -395169.156250 Penalty: 3969.170166
	Iteration 4F: 3 clusters Score -395169.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -395309.625000 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -395309.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -395413.656250 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -395413.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -395493.812500 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -395493.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -395546.031250 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -395546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -395582.875000 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -395582.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -395618.562500 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -395618.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -395648.000000 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -395648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -395672.000000 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -395672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395691.000000 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -395691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395701.937500 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -395701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395707.593750 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -395707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395711.406250 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -395711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -395711.531250 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -395711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395711.468750 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -395711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395712.687500 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -395712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395713.656250 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -395713.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -1423094.250000 Penalty: 2274.943115
	Iteration 0F: 2 clusters Score -1423094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1415639.125000 Penalty: 4549.886230
	Iteration 0F: 3 clusters Score -1415639 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1417768.125000 Penalty: 4549.886230
	Iteration 1F: 3 clusters Score -1417768 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1418058.750000 Penalty: 4549.886230
	Iteration 2F: 3 clusters Score -1418059 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1418254.375000 Penalty: 4549.886230
	Iteration 3Q: 3 clusters Score -1418254 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1418403.875000 Penalty: 4549.886230
	Iteration 4Q: 3 clusters Score -1418404 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1418524.125000 Penalty: 4549.886230
	Iteration 5Q: 3 clusters Score -1418524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1418635.000000 Penalty: 4549.886230
	Iteration 6Q: 3 clusters Score -1418635 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1418734.250000 Penalty: 4549.886230
	Iteration 7Q: 3 clusters Score -1418734 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1418853.000000 Penalty: 4549.886230
	Iteration 8Q: 3 clusters Score -1418853 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1418973.250000 Penalty: 4549.886230
	Iteration 9Q: 3 clusters Score -1418973 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1419115.250000 Penalty: 4549.886230
	Iteration 10Q: 3 clusters Score -1419115 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1419283.750000 Penalty: 4549.886230
	Iteration 11Q: 3 clusters Score -1419284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1419459.125000 Penalty: 4549.886230
	Iteration 12Q: 3 clusters Score -1419459 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1419647.500000 Penalty: 4549.886230
	Iteration 13Q: 3 clusters Score -1419648 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1419851.625000 Penalty: 4549.886230
	Iteration 14Q: 3 clusters Score -1419852 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1420068.250000 Penalty: 4549.886230
	Iteration 15Q: 3 clusters Score -1420068 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1420282.250000 Penalty: 4549.886230
	Iteration 16Q: 3 clusters Score -1420282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1420458.375000 Penalty: 4549.886230
	Iteration 17Q: 3 clusters Score -1420458 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1420597.250000 Penalty: 4549.886230
	Iteration 18Q: 3 clusters Score -1420597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1420706.750000 Penalty: 4549.886230
	Iteration 19Q: 3 clusters Score -1420707 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1420804.500000 Penalty: 4549.886230
	Iteration 20F: 3 clusters Score -1420804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1420867.875000 Penalty: 4549.886230
	Iteration 21Q: 3 clusters Score -1420868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1420931.000000 Penalty: 4549.886230
	Iteration 22Q: 3 clusters Score -1420931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1420982.500000 Penalty: 4549.886230
	Iteration 23Q: 3 clusters Score -1420982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1421012.500000 Penalty: 4549.886230
	Iteration 24Q: 3 clusters Score -1421012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1421039.750000 Penalty: 4549.886230
	Iteration 25Q: 3 clusters Score -1421040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1421065.250000 Penalty: 4549.886230
	Iteration 26Q: 3 clusters Score -1421065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1421081.625000 Penalty: 4549.886230
	Iteration 27Q: 3 clusters Score -1421082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1421090.000000 Penalty: 4549.886230
	Iteration 28Q: 3 clusters Score -1421090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1421095.500000 Penalty: 4549.886230
	Iteration 29Q: 3 clusters Score -1421096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1421106.125000 Penalty: 4549.886230
	Iteration 30Q: 3 clusters Score -1421106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1421111.625000 Penalty: 4549.886230
	Iteration 31Q: 3 clusters Score -1421112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1421117.500000 Penalty: 4549.886230
	Iteration 32Q: 3 clusters Score -1421118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1421121.500000 Penalty: 4549.886230
	Iteration 33Q: 3 clusters Score -1421122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1421123.750000 Penalty: 4549.886230
	Iteration 34Q: 3 clusters Score -1421124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1421125.000000 Penalty: 4549.886230
	Iteration 35Q: 3 clusters Score -1421125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1421124.375000 Penalty: 4549.886230
	Iteration 36Q: 3 clusters Score -1421124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1421125.000000 Penalty: 4549.886230
	Iteration 37Q: 3 clusters Score -1421125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1421125.000000 Penalty: 4549.886230
	Iteration 38F: 3 clusters Score -1421125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -266130.218750 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -266130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -263638.468750 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -263638.5 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -264068.343750 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -264068.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -264217.218750 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -264217.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -264321.187500 Penalty: 3721.631592
	Iteration 3F: 3 clusters Score -264321.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264424.312500 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -264424.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -264494.250000 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -264494.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -264550.031250 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -264550 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264607.843750 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -264607.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264650.718750 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -264650.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264687.375000 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -264687.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -264735.187500 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -264735.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264780.781250 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -264780.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -264818.156250 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -264818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -264843.031250 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -264843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -264858.437500 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -264858.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -264877.218750 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -264877.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264890.843750 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -264890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264904.875000 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -264904.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -264914.812500 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -264914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -264925.500000 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -264925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -264933.968750 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -264934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -264944.125000 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -264944.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -264959.437500 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -264959.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -264965.093750 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -264965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264967.906250 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -264967.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -264971.375000 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -264971.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264974.468750 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -264974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -264977.406250 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -264977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264979.312500 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -264979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -264979.312500 Penalty: 3721.631592
	Iteration 29F: 3 clusters Score -264979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (54297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Entering Unmasked Estep 
Score: -8070890.000000 Penalty: 2703.751709
	Iteration 0F: 2 clusters Score -8070890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8034169.000000 Penalty: 5407.503418
	Iteration 0F: 3 clusters Score -8034169 nChanged 25310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8048287.000000 Penalty: 5407.503418
	Iteration 1F: 3 clusters Score -8048287 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -8048990.000000 Penalty: 5407.503418
	Iteration 2Q: 3 clusters Score -8048990 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8049738.500000 Penalty: 5407.503418
	Iteration 3Q: 3 clusters Score -8049738 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8050840.500000 Penalty: 5407.503418
	Iteration 4Q: 3 clusters Score -8050840 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8052236.000000 Penalty: 5407.503418
	Iteration 5F: 3 clusters Score -8052236 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -8054164.000000 Penalty: 5407.503418
	Iteration 6F: 3 clusters Score -8054164 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -8056334.500000 Penalty: 5407.503418
	Iteration 7F: 3 clusters Score -8056334 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -8058754.500000 Penalty: 5407.503418
	Iteration 8F: 3 clusters Score -8058754 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -8061204.000000 Penalty: 5407.503418
	Iteration 9F: 3 clusters Score -8061204 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8063349.000000 Penalty: 5407.503418
	Iteration 10F: 3 clusters Score -8063349 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -8065161.000000 Penalty: 5407.503418
	Iteration 11Q: 3 clusters Score -8065161 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8066607.500000 Penalty: 5407.503418
	Iteration 12Q: 3 clusters Score -8066608 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8067540.000000 Penalty: 5407.503418
	Iteration 13Q: 3 clusters Score -8067540 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8068140.500000 Penalty: 5407.503418
	Iteration 14Q: 3 clusters Score -8068140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8068438.500000 Penalty: 5407.503418
	Iteration 15Q: 3 clusters Score -8068438 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8068648.000000 Penalty: 5407.503418
	Iteration 16Q: 3 clusters Score -8068648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8068819.000000 Penalty: 5407.503418
	Iteration 17Q: 3 clusters Score -8068819 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8068960.000000 Penalty: 5407.503418
	Iteration 18Q: 3 clusters Score -8068960 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8069118.500000 Penalty: 5407.503418
	Iteration 19Q: 3 clusters Score -8069118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8069261.000000 Penalty: 5407.503418
	Iteration 20F: 3 clusters Score -8069261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8069370.000000 Penalty: 5407.503418
	Iteration 21Q: 3 clusters Score -8069370 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8069441.500000 Penalty: 5407.503418
	Iteration 22Q: 3 clusters Score -8069442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8069486.500000 Penalty: 5407.503418
	Iteration 23Q: 3 clusters Score -8069486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8069506.500000 Penalty: 5407.503418
	Iteration 24Q: 3 clusters Score -8069506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8069539.500000 Penalty: 5407.503418
	Iteration 25Q: 3 clusters Score -8069540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8069550.500000 Penalty: 5407.503418
	Iteration 26Q: 3 clusters Score -8069550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8069562.500000 Penalty: 5407.503418
	Iteration 27Q: 3 clusters Score -8069562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8069571.000000 Penalty: 5407.503418
	Iteration 28Q: 3 clusters Score -8069571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8069574.500000 Penalty: 5407.503418
	Iteration 29Q: 3 clusters Score -8069574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8069577.500000 Penalty: 5407.503418
	Iteration 30Q: 3 clusters Score -8069578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52996 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8069586.500000 Penalty: 5407.503418
	Iteration 31Q: 3 clusters Score -8069586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8069581.500000 Penalty: 5407.503418
	Iteration 32Q: 3 clusters Score -8069582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8069579.000000 Penalty: 5407.503418
	Iteration 33Q: 3 clusters Score -8069579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8069572.500000 Penalty: 5407.503418
	Iteration 34Q: 3 clusters Score -8069572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8069573.000000 Penalty: 5407.503418
	Iteration 35Q: 3 clusters Score -8069573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8069581.500000 Penalty: 5407.503418
	Iteration 36Q: 3 clusters Score -8069582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8069581.500000 Penalty: 5407.503418
	Iteration 37F: 3 clusters Score -8069582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1637096.500000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1637096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1628665.500000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1628666 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1631116.375000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1631116 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1631426.625000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1631427 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1631701.125000 Penalty: 4616.593750
	Iteration 3F: 3 clusters Score -1631701 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1631965.625000 Penalty: 4616.593750
	Iteration 4Q: 3 clusters Score -1631966 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1632283.375000 Penalty: 4616.593750
	Iteration 5F: 3 clusters Score -1632283 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1632638.875000 Penalty: 4616.593750
	Iteration 6F: 3 clusters Score -1632639 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1633016.125000 Penalty: 4616.593750
	Iteration 7F: 3 clusters Score -1633016 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1633308.625000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1633309 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1633553.875000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1633554 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1633762.875000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1633763 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1633908.500000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1633908 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1634026.375000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1634026 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1634112.000000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1634112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1634201.500000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1634202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1634283.125000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1634283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1634365.125000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1634365 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1634425.875000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1634426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1634479.625000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1634480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1634539.875000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1634540 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1634581.000000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1634581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1634619.000000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1634619 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1634656.750000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1634657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1634693.500000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1634694 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1634726.375000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1634726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1634758.000000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1634758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1634791.125000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1634791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1634813.125000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1634813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1634844.375000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1634844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1634877.500000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1634878 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1634916.125000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1634916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1634955.375000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1634955 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1634990.875000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1634991 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1635019.375000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1635019 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1635056.375000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1635056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1635087.375000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1635087 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1635123.000000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1635123 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1635170.375000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1635170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1635231.000000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1635231 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1635299.125000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1635299 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1635382.625000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1635383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1635469.000000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1635469 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1635545.125000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -1635545 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1635644.375000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -1635644 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1635748.250000 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -1635748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1635870.250000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -1635870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1635998.125000 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -1635998 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1636160.250000 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -1636160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1636285.125000 Penalty: 4616.593750
	Iteration 48Q: 3 clusters Score -1636285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1636362.750000 Penalty: 4616.593750
	Iteration 49Q: 3 clusters Score -1636363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1636440.750000 Penalty: 4616.593750
	Iteration 50Q: 3 clusters Score -1636441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1636482.500000 Penalty: 4616.593750
	Iteration 51Q: 3 clusters Score -1636482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1636500.500000 Penalty: 4616.593750
	Iteration 52Q: 3 clusters Score -1636500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1636511.500000 Penalty: 4616.593750
	Iteration 53Q: 3 clusters Score -1636512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1636515.500000 Penalty: 4616.593750
	Iteration 54Q: 3 clusters Score -1636516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1636521.750000 Penalty: 4616.593750
	Iteration 55Q: 3 clusters Score -1636522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1636526.750000 Penalty: 4616.593750
	Iteration 56Q: 3 clusters Score -1636527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1636528.625000 Penalty: 4616.593750
	Iteration 57Q: 3 clusters Score -1636529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1636528.000000 Penalty: 4616.593750
	Iteration 58Q: 3 clusters Score -1636528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1636525.625000 Penalty: 4616.593750
	Iteration 59Q: 3 clusters Score -1636526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1636526.875000 Penalty: 4616.593750
	Iteration 60F: 3 clusters Score -1636527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1636525.750000 Penalty: 4616.593750
	Iteration 61Q: 3 clusters Score -1636526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1636526.250000 Penalty: 4616.593750
	Iteration 62Q: 3 clusters Score -1636526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1636527.500000 Penalty: 4616.593750
	Iteration 63Q: 3 clusters Score -1636528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1636530.500000 Penalty: 4616.593750
	Iteration 64Q: 3 clusters Score -1636530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1636533.875000 Penalty: 4616.593750
	Iteration 65Q: 3 clusters Score -1636534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1636531.875000 Penalty: 4616.593750
	Iteration 66Q: 3 clusters Score -1636532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1636530.250000 Penalty: 4616.593750
	Iteration 67Q: 3 clusters Score -1636530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1636530.250000 Penalty: 4616.593750
	Iteration 68F: 3 clusters Score -1636530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -297563.437500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -297563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294827.031250 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -294827 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -295423.812500 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -295423.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -295688.156250 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -295688.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -295866.250000 Penalty: 3811.424805
	Iteration 3F: 3 clusters Score -295866.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -296000.218750 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -296000.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -296093.312500 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -296093.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -296186.031250 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -296186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -296268.562500 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -296268.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -296387.437500 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -296387.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -296529.250000 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -296529.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -296663.937500 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -296663.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -296854.781250 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -296854.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -297087.000000 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -297087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -297292.750000 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -297292.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -297426.812500 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -297426.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -297489.156250 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -297489.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297524.781250 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -297524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -297561.000000 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -297561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -297596.250000 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -297596.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -297626.406250 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -297626.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -297661.562500 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -297661.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -297677.656250 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -297677.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297691.187500 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -297691.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -297702.312500 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -297702.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -297711.906250 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -297711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297727.343750 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -297727.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -297737.125000 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -297737.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297746.937500 Penalty: 3811.424805
	Iteration 27Q: 3 clusters Score -297746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297756.781250 Penalty: 3811.424805
	Iteration 28Q: 3 clusters Score -297756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297760.937500 Penalty: 3811.424805
	Iteration 29Q: 3 clusters Score -297760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297765.406250 Penalty: 3811.424805
	Iteration 30Q: 3 clusters Score -297765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297771.156250 Penalty: 3811.424805
	Iteration 31Q: 3 clusters Score -297771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297776.750000 Penalty: 3811.424805
	Iteration 32Q: 3 clusters Score -297776.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297782.812500 Penalty: 3811.424805
	Iteration 33Q: 3 clusters Score -297782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -297792.750000 Penalty: 3811.424805
	Iteration 34Q: 3 clusters Score -297792.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -297801.593750 Penalty: 3811.424805
	Iteration 35Q: 3 clusters Score -297801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -297805.656250 Penalty: 3811.424805
	Iteration 36Q: 3 clusters Score -297805.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297807.906250 Penalty: 3811.424805
	Iteration 37Q: 3 clusters Score -297807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -297809.843750 Penalty: 3811.424805
	Iteration 38Q: 3 clusters Score -297809.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -297811.218750 Penalty: 3811.424805
	Iteration 39Q: 3 clusters Score -297811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297812.187500 Penalty: 3811.424805
	Iteration 40F: 3 clusters Score -297812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297813.062500 Penalty: 3811.424805
	Iteration 41Q: 3 clusters Score -297813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -297813.062500 Penalty: 3811.424805
	Iteration 42F: 3 clusters Score -297813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 1066 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 1108 members 
Entering Unmasked Estep 
Score: -115071080.000000 Penalty: 175334.546875
Splitting cluster 43 changes total score from -115072464.000000 to -115071080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -890267.437500 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -890267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -885030.187500 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -885030.2 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -886277.125000 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -886277.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -886552.250000 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -886552.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -886781.875000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -886781.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -886941.187500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -886941.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -887086.000000 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -887086 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -887228.937500 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -887228.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -887376.625000 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -887376.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -887522.687500 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -887522.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -887697.312500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -887697.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -887854.125000 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -887854.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -887986.750000 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -887986.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -888111.812500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -888111.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -888222.750000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -888222.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -888304.812500 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -888304.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -888360.562500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -888360.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -888409.000000 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -888409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -888439.062500 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -888439.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -888466.875000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -888466.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -888477.812500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -888477.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -888489.750000 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -888489.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -888500.312500 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -888500.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -888510.500000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -888510.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -888516.000000 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -888516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -888520.687500 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -888520.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -888528.625000 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -888528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -888533.437500 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -888533.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -888535.437500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -888535.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -888536.750000 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -888536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -888538.625000 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -888538.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -888542.375000 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -888542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -888543.875000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -888543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -888546.750000 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -888546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -888548.062500 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -888548.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -888551.187500 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -888551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -888550.687500 Penalty: 4326.480469
	Iteration 35Q: 3 clusters Score -888550.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -888554.625000 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -888554.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -888559.062500 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -888559.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -888563.250000 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -888563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -888566.812500 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -888566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -888572.312500 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -888572.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -888577.250000 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -888577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -888581.250000 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -888581.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -888587.062500 Penalty: 4326.480469
	Iteration 43Q: 3 clusters Score -888587.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -888589.937500 Penalty: 4326.480469
	Iteration 44Q: 3 clusters Score -888589.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -888591.500000 Penalty: 4326.480469
	Iteration 45Q: 3 clusters Score -888591.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -888596.375000 Penalty: 4326.480469
	Iteration 46Q: 3 clusters Score -888596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -888600.562500 Penalty: 4326.480469
	Iteration 47Q: 3 clusters Score -888600.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -888603.562500 Penalty: 4326.480469
	Iteration 48Q: 3 clusters Score -888603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -888606.437500 Penalty: 4326.480469
	Iteration 49Q: 3 clusters Score -888606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -888609.312500 Penalty: 4326.480469
	Iteration 50Q: 3 clusters Score -888609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -888610.750000 Penalty: 4326.480469
	Iteration 51Q: 3 clusters Score -888610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -888615.687500 Penalty: 4326.480469
	Iteration 52Q: 3 clusters Score -888615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -888616.375000 Penalty: 4326.480469
	Iteration 53Q: 3 clusters Score -888616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -888620.437500 Penalty: 4326.480469
	Iteration 54Q: 3 clusters Score -888620.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -888622.687500 Penalty: 4326.480469
	Iteration 55Q: 3 clusters Score -888622.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -888625.250000 Penalty: 4326.480469
	Iteration 56Q: 3 clusters Score -888625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -888628.562500 Penalty: 4326.480469
	Iteration 57Q: 3 clusters Score -888628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -888628.375000 Penalty: 4326.480469
	Iteration 58Q: 3 clusters Score -888628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -888630.062500 Penalty: 4326.480469
	Iteration 59Q: 3 clusters Score -888630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -888629.750000 Penalty: 4326.480469
	Iteration 60F: 3 clusters Score -888629.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -736071.937500 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -736071.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -731563.937500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -731563.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -732707.437500 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -732707.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -732945.062500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -732945.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -733101.812500 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -733101.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -733232.125000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -733232.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -733333.812500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -733333.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -733417.000000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -733417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -733499.500000 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -733499.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -733581.000000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -733581 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -733655.562500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -733655.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -733716.812500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -733716.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -733782.250000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -733782.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -733826.875000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -733826.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -733867.937500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -733867.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -733910.562500 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -733910.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -733957.250000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -733957.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -733997.687500 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -733997.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -734029.437500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -734029.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -734056.500000 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -734056.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -734096.375000 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -734096.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -734153.375000 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -734153.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -734207.125000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -734207.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -734275.625000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -734275.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -734348.750000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -734348.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -734425.562500 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -734425.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -734492.375000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -734492.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -734528.937500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -734528.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -734553.750000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -734553.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -734568.500000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -734568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -734581.687500 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -734581.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -734587.500000 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -734587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -734589.312500 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -734589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -734591.875000 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -734591.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -734595.500000 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -734595.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -734599.875000 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -734599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -734603.125000 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -734603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -734605.125000 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -734605.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -734605.125000 Penalty: 4232.107910
	Iteration 37F: 3 clusters Score -734605.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -96498.484375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -96498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94807.234375 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -94807.23 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95069.742188 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -95069.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95147.906250 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -95147.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95169.671875 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -95169.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95205.625000 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -95205.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95226.960938 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -95226.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95236.429688 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -95236.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95242.421875 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -95242.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95246.171875 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -95246.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95247.750000 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -95247.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95247.750000 Penalty: 3246.493408
	Iteration 10F: 3 clusters Score -95247.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (26257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Entering Unmasked Estep 
Score: -3932950.000000 Penalty: 2523.570557
	Iteration 0F: 2 clusters Score -3932950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -3914752.000000 Penalty: 5047.141113
	Iteration 0F: 3 clusters Score -3914752 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3920933.250000 Penalty: 5047.141113
	Iteration 1F: 3 clusters Score -3920933 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3921310.000000 Penalty: 5047.141113
	Iteration 2Q: 3 clusters Score -3921310 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3921654.000000 Penalty: 5047.141113
	Iteration 3Q: 3 clusters Score -3921654 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3921921.000000 Penalty: 5047.141113
	Iteration 4Q: 3 clusters Score -3921921 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3922148.500000 Penalty: 5047.141113
	Iteration 5Q: 3 clusters Score -3922148 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3922382.000000 Penalty: 5047.141113
	Iteration 6Q: 3 clusters Score -3922382 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3922676.250000 Penalty: 5047.141113
	Iteration 7Q: 3 clusters Score -3922676 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3923050.000000 Penalty: 5047.141113
	Iteration 8Q: 3 clusters Score -3923050 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3923525.500000 Penalty: 5047.141113
	Iteration 9Q: 3 clusters Score -3923526 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -3924189.000000 Penalty: 5047.141113
	Iteration 10Q: 3 clusters Score -3924189 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3925085.500000 Penalty: 5047.141113
	Iteration 11F: 3 clusters Score -3925086 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3926194.250000 Penalty: 5047.141113
	Iteration 12F: 3 clusters Score -3926194 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3927447.500000 Penalty: 5047.141113
	Iteration 13F: 3 clusters Score -3927448 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3928631.250000 Penalty: 5047.141113
	Iteration 14F: 3 clusters Score -3928631 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3929495.250000 Penalty: 5047.141113
	Iteration 15Q: 3 clusters Score -3929495 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3930047.500000 Penalty: 5047.141113
	Iteration 16Q: 3 clusters Score -3930048 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3930342.250000 Penalty: 5047.141113
	Iteration 17Q: 3 clusters Score -3930342 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3930506.250000 Penalty: 5047.141113
	Iteration 18Q: 3 clusters Score -3930506 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3930599.250000 Penalty: 5047.141113
	Iteration 19Q: 3 clusters Score -3930599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3930638.000000 Penalty: 5047.141113
	Iteration 20F: 3 clusters Score -3930638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3930671.000000 Penalty: 5047.141113
	Iteration 21Q: 3 clusters Score -3930671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3930689.000000 Penalty: 5047.141113
	Iteration 22Q: 3 clusters Score -3930689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3930698.750000 Penalty: 5047.141113
	Iteration 23Q: 3 clusters Score -3930699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3930713.750000 Penalty: 5047.141113
	Iteration 24Q: 3 clusters Score -3930714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3930721.500000 Penalty: 5047.141113
	Iteration 25Q: 3 clusters Score -3930722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3930741.500000 Penalty: 5047.141113
	Iteration 26Q: 3 clusters Score -3930742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3930750.750000 Penalty: 5047.141113
	Iteration 27Q: 3 clusters Score -3930751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3930749.000000 Penalty: 5047.141113
	Iteration 28Q: 3 clusters Score -3930749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3930754.250000 Penalty: 5047.141113
	Iteration 29Q: 3 clusters Score -3930754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3930755.000000 Penalty: 5047.141113
	Iteration 30Q: 3 clusters Score -3930755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3930755.000000 Penalty: 5047.141113
	Iteration 31F: 3 clusters Score -3930755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96561.359375 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94892.765625 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -94892.77 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -95208.914062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95208.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95360.304688 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95360.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95500.117188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95500.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95603.757812 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95603.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95658.632812 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95658.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95687.734375 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -95687.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95710.531250 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -95710.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95727.945312 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -95727.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95747.468750 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -95747.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95772.570312 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -95772.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95785.164062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -95785.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95809.304688 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -95809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95827.906250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -95827.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95849.406250 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -95849.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -95878.296875 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -95878.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95915.148438 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -95915.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95930.945312 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -95930.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95937.554688 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -95937.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95951.531250 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -95951.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -95978.804688 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -95978.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96001.710938 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -96001.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -96036.328125 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -96036.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96038.406250 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -96038.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96042.273438 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -96042.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96045.531250 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -96045.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96047.210938 Penalty: 3306.179199
	Iteration 26Q: 3 clusters Score -96047.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96049.820312 Penalty: 3306.179199
	Iteration 27Q: 3 clusters Score -96049.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96053.625000 Penalty: 3306.179199
	Iteration 28Q: 3 clusters Score -96053.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96053.625000 Penalty: 3306.179199
	Iteration 29F: 3 clusters Score -96053.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -88207.867188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -88207.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86562.023438 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -86562.02 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86756.937500 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -86756.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86806.179688 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -86806.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86842.835938 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -86842.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86873.859375 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -86873.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86892.929688 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -86892.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86901.468750 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -86901.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86903.382812 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -86903.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86903.382812 Penalty: 3205.662598
	Iteration 8F: 3 clusters Score -86903.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -1069088.375000 Penalty: 2202.557617
	Iteration 0F: 2 clusters Score -1069088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1063189.250000 Penalty: 4405.115234
	Iteration 0F: 3 clusters Score -1063189 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1064650.375000 Penalty: 4405.115234
	Iteration 1F: 3 clusters Score -1064650 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1064880.625000 Penalty: 4405.115234
	Iteration 2F: 3 clusters Score -1064881 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1065034.000000 Penalty: 4405.115234
	Iteration 3Q: 3 clusters Score -1065034 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1065139.875000 Penalty: 4405.115234
	Iteration 4Q: 3 clusters Score -1065140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1065237.750000 Penalty: 4405.115234
	Iteration 5Q: 3 clusters Score -1065238 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1065316.625000 Penalty: 4405.115234
	Iteration 6Q: 3 clusters Score -1065317 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1065384.000000 Penalty: 4405.115234
	Iteration 7Q: 3 clusters Score -1065384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1065454.000000 Penalty: 4405.115234
	Iteration 8Q: 3 clusters Score -1065454 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1065524.250000 Penalty: 4405.115234
	Iteration 9Q: 3 clusters Score -1065524 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1065589.625000 Penalty: 4405.115234
	Iteration 10Q: 3 clusters Score -1065590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1065645.000000 Penalty: 4405.115234
	Iteration 11Q: 3 clusters Score -1065645 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1065710.875000 Penalty: 4405.115234
	Iteration 12Q: 3 clusters Score -1065711 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1065772.750000 Penalty: 4405.115234
	Iteration 13Q: 3 clusters Score -1065773 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1065820.375000 Penalty: 4405.115234
	Iteration 14Q: 3 clusters Score -1065820 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1065860.625000 Penalty: 4405.115234
	Iteration 15Q: 3 clusters Score -1065861 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1065899.625000 Penalty: 4405.115234
	Iteration 16Q: 3 clusters Score -1065900 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1065933.000000 Penalty: 4405.115234
	Iteration 17Q: 3 clusters Score -1065933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1065963.750000 Penalty: 4405.115234
	Iteration 18Q: 3 clusters Score -1065964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1065993.000000 Penalty: 4405.115234
	Iteration 19Q: 3 clusters Score -1065993 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1066015.625000 Penalty: 4405.115234
	Iteration 20F: 3 clusters Score -1066016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1066039.125000 Penalty: 4405.115234
	Iteration 21Q: 3 clusters Score -1066039 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1066067.000000 Penalty: 4405.115234
	Iteration 22Q: 3 clusters Score -1066067 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1066097.000000 Penalty: 4405.115234
	Iteration 23Q: 3 clusters Score -1066097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1066137.375000 Penalty: 4405.115234
	Iteration 24Q: 3 clusters Score -1066137 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1066181.625000 Penalty: 4405.115234
	Iteration 25Q: 3 clusters Score -1066182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1066231.375000 Penalty: 4405.115234
	Iteration 26Q: 3 clusters Score -1066231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1066277.750000 Penalty: 4405.115234
	Iteration 27Q: 3 clusters Score -1066278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1066325.250000 Penalty: 4405.115234
	Iteration 28Q: 3 clusters Score -1066325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1066371.000000 Penalty: 4405.115234
	Iteration 29Q: 3 clusters Score -1066371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1066424.625000 Penalty: 4405.115234
	Iteration 30Q: 3 clusters Score -1066425 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1066482.500000 Penalty: 4405.115234
	Iteration 31Q: 3 clusters Score -1066482 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1066524.750000 Penalty: 4405.115234
	Iteration 32Q: 3 clusters Score -1066525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1066567.875000 Penalty: 4405.115234
	Iteration 33Q: 3 clusters Score -1066568 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1066595.875000 Penalty: 4405.115234
	Iteration 34Q: 3 clusters Score -1066596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1066628.875000 Penalty: 4405.115234
	Iteration 35Q: 3 clusters Score -1066629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1066665.500000 Penalty: 4405.115234
	Iteration 36Q: 3 clusters Score -1066666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1066700.125000 Penalty: 4405.115234
	Iteration 37Q: 3 clusters Score -1066700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1066725.375000 Penalty: 4405.115234
	Iteration 38Q: 3 clusters Score -1066725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1066750.125000 Penalty: 4405.115234
	Iteration 39Q: 3 clusters Score -1066750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1066770.750000 Penalty: 4405.115234
	Iteration 40F: 3 clusters Score -1066771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1066792.000000 Penalty: 4405.115234
	Iteration 41Q: 3 clusters Score -1066792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1066814.250000 Penalty: 4405.115234
	Iteration 42Q: 3 clusters Score -1066814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1066847.375000 Penalty: 4405.115234
	Iteration 43Q: 3 clusters Score -1066847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1066876.375000 Penalty: 4405.115234
	Iteration 44Q: 3 clusters Score -1066876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1066906.875000 Penalty: 4405.115234
	Iteration 45Q: 3 clusters Score -1066907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1066932.375000 Penalty: 4405.115234
	Iteration 46Q: 3 clusters Score -1066932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1066956.125000 Penalty: 4405.115234
	Iteration 47Q: 3 clusters Score -1066956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1066981.500000 Penalty: 4405.115234
	Iteration 48Q: 3 clusters Score -1066982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1067001.375000 Penalty: 4405.115234
	Iteration 49Q: 3 clusters Score -1067001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1067022.875000 Penalty: 4405.115234
	Iteration 50Q: 3 clusters Score -1067023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1067034.125000 Penalty: 4405.115234
	Iteration 51Q: 3 clusters Score -1067034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1067042.375000 Penalty: 4405.115234
	Iteration 52Q: 3 clusters Score -1067042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1067047.250000 Penalty: 4405.115234
	Iteration 53Q: 3 clusters Score -1067047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1067048.875000 Penalty: 4405.115234
	Iteration 54Q: 3 clusters Score -1067049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1067053.875000 Penalty: 4405.115234
	Iteration 55Q: 3 clusters Score -1067054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1067052.375000 Penalty: 4405.115234
	Iteration 56Q: 3 clusters Score -1067052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1067052.375000 Penalty: 4405.115234
	Iteration 57F: 3 clusters Score -1067052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -164899.359375 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -164899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162874.125000 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -162874.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -163302.968750 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -163303 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -163425.375000 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -163425.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163501.093750 Penalty: 3494.272949
	Iteration 3Q: 3 clusters Score -163501.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -163540.062500 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -163540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163562.625000 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -163562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163588.640625 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -163588.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163615.640625 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -163615.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163645.156250 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -163645.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163663.937500 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -163663.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163675.296875 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -163675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163686.937500 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -163686.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163703.125000 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -163703.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163710.187500 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -163710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163713.437500 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -163713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -163717.390625 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -163717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -163721.468750 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -163721.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163728.015625 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -163728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163733.968750 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -163734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163735.546875 Penalty: 3494.272949
	Iteration 19Q: 3 clusters Score -163735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163738.062500 Penalty: 3494.272949
	Iteration 20F: 3 clusters Score -163738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163739.828125 Penalty: 3494.272949
	Iteration 21Q: 3 clusters Score -163739.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163741.437500 Penalty: 3494.272949
	Iteration 22Q: 3 clusters Score -163741.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -163741.937500 Penalty: 3494.272949
	Iteration 23Q: 3 clusters Score -163741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -163741.937500 Penalty: 3494.272949
	Iteration 24F: 3 clusters Score -163741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 171962.734375
Iteration 319Q: 52 clusters Score -1.150724e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 171962.734375
Iteration 320F: 52 clusters Score -1.150724e+08 nChanged 0
Entering ConstructFrom: 
Score: -115072448.000000 Penalty: 171962.734375
Entering ConstructFrom: 
Trying to split cluster 1 (27800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Entering Unmasked Estep 
Score: -4148908.750000 Penalty: 2537.732178
	Iteration 0F: 2 clusters Score -4148909 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 13714 members 
Entering Unmasked Estep 
Score: -4129691.000000 Penalty: 5075.464355
	Iteration 0F: 3 clusters Score -4129691 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4136660.000000 Penalty: 5075.464355
	Iteration 1F: 3 clusters Score -4136660 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4137214.250000 Penalty: 5075.464355
	Iteration 2F: 3 clusters Score -4137214 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -4137786.000000 Penalty: 5075.464355
	Iteration 3Q: 3 clusters Score -4137786 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4138451.500000 Penalty: 5075.464355
	Iteration 4Q: 3 clusters Score -4138452 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4139419.250000 Penalty: 5075.464355
	Iteration 5F: 3 clusters Score -4139419 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -4140680.750000 Penalty: 5075.464355
	Iteration 6F: 3 clusters Score -4140681 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4142151.500000 Penalty: 5075.464355
	Iteration 7F: 3 clusters Score -4142152 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4143657.500000 Penalty: 5075.464355
	Iteration 8F: 3 clusters Score -4143658 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4144898.250000 Penalty: 5075.464355
	Iteration 9Q: 3 clusters Score -4144898 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4145699.500000 Penalty: 5075.464355
	Iteration 10Q: 3 clusters Score -4145700 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4146158.250000 Penalty: 5075.464355
	Iteration 11Q: 3 clusters Score -4146158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4146360.000000 Penalty: 5075.464355
	Iteration 12Q: 3 clusters Score -4146360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4146460.000000 Penalty: 5075.464355
	Iteration 13Q: 3 clusters Score -4146460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4146516.250000 Penalty: 5075.464355
	Iteration 14Q: 3 clusters Score -4146516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4146554.750000 Penalty: 5075.464355
	Iteration 15Q: 3 clusters Score -4146555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4146572.500000 Penalty: 5075.464355
	Iteration 16Q: 3 clusters Score -4146572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4146605.750000 Penalty: 5075.464355
	Iteration 17Q: 3 clusters Score -4146606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4146638.000000 Penalty: 5075.464355
	Iteration 18Q: 3 clusters Score -4146638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4146659.250000 Penalty: 5075.464355
	Iteration 19Q: 3 clusters Score -4146659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4146664.250000 Penalty: 5075.464355
	Iteration 20F: 3 clusters Score -4146664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4146665.000000 Penalty: 5075.464355
	Iteration 21Q: 3 clusters Score -4146665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4146672.250000 Penalty: 5075.464355
	Iteration 22Q: 3 clusters Score -4146672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4146672.000000 Penalty: 5075.464355
	Iteration 23Q: 3 clusters Score -4146672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4146674.000000 Penalty: 5075.464355
	Iteration 24Q: 3 clusters Score -4146674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4146675.750000 Penalty: 5075.464355
	Iteration 25Q: 3 clusters Score -4146676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4146675.750000 Penalty: 5075.464355
	Iteration 26F: 3 clusters Score -4146676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -654344.375000 Penalty: 2102.243408
	Iteration 0F: 2 clusters Score -654344.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -649979.625000 Penalty: 4204.486816
	Iteration 0F: 3 clusters Score -649979.6 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -651116.812500 Penalty: 4204.486816
	Iteration 1F: 3 clusters Score -651116.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -651436.937500 Penalty: 4204.486816
	Iteration 2F: 3 clusters Score -651436.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -651717.062500 Penalty: 4204.486816
	Iteration 3F: 3 clusters Score -651717.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -651889.937500 Penalty: 4204.486816
	Iteration 4F: 3 clusters Score -651889.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -652009.687500 Penalty: 4204.486816
	Iteration 5Q: 3 clusters Score -652009.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -652118.812500 Penalty: 4204.486816
	Iteration 6Q: 3 clusters Score -652118.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -652222.812500 Penalty: 4204.486816
	Iteration 7Q: 3 clusters Score -652222.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -652329.562500 Penalty: 4204.486816
	Iteration 8Q: 3 clusters Score -652329.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -652459.187500 Penalty: 4204.486816
	Iteration 9Q: 3 clusters Score -652459.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -652586.500000 Penalty: 4204.486816
	Iteration 10Q: 3 clusters Score -652586.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -652739.562500 Penalty: 4204.486816
	Iteration 11Q: 3 clusters Score -652739.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -652943.437500 Penalty: 4204.486816
	Iteration 12Q: 3 clusters Score -652943.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -653191.875000 Penalty: 4204.486816
	Iteration 13Q: 3 clusters Score -653191.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -653444.312500 Penalty: 4204.486816
	Iteration 14Q: 3 clusters Score -653444.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -653661.312500 Penalty: 4204.486816
	Iteration 15Q: 3 clusters Score -653661.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -653825.437500 Penalty: 4204.486816
	Iteration 16Q: 3 clusters Score -653825.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -653962.875000 Penalty: 4204.486816
	Iteration 17Q: 3 clusters Score -653962.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -654059.250000 Penalty: 4204.486816
	Iteration 18Q: 3 clusters Score -654059.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -654111.625000 Penalty: 4204.486816
	Iteration 19Q: 3 clusters Score -654111.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -654139.937500 Penalty: 4204.486816
	Iteration 20F: 3 clusters Score -654139.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -654157.187500 Penalty: 4204.486816
	Iteration 21Q: 3 clusters Score -654157.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -654176.125000 Penalty: 4204.486816
	Iteration 22Q: 3 clusters Score -654176.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -654187.125000 Penalty: 4204.486816
	Iteration 23Q: 3 clusters Score -654187.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -654196.312500 Penalty: 4204.486816
	Iteration 24Q: 3 clusters Score -654196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -654203.000000 Penalty: 4204.486816
	Iteration 25Q: 3 clusters Score -654203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -654209.187500 Penalty: 4204.486816
	Iteration 26Q: 3 clusters Score -654209.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -654210.500000 Penalty: 4204.486816
	Iteration 27Q: 3 clusters Score -654210.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -654213.437500 Penalty: 4204.486816
	Iteration 28Q: 3 clusters Score -654213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -654217.375000 Penalty: 4204.486816
	Iteration 29Q: 3 clusters Score -654217.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -654220.750000 Penalty: 4204.486816
	Iteration 30Q: 3 clusters Score -654220.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -654225.687500 Penalty: 4204.486816
	Iteration 31Q: 3 clusters Score -654225.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -654230.000000 Penalty: 4204.486816
	Iteration 32Q: 3 clusters Score -654230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -654233.750000 Penalty: 4204.486816
	Iteration 33Q: 3 clusters Score -654233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -654239.250000 Penalty: 4204.486816
	Iteration 34Q: 3 clusters Score -654239.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -654240.812500 Penalty: 4204.486816
	Iteration 35Q: 3 clusters Score -654240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -654242.000000 Penalty: 4204.486816
	Iteration 36Q: 3 clusters Score -654242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -654244.687500 Penalty: 4204.486816
	Iteration 37Q: 3 clusters Score -654244.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -654247.500000 Penalty: 4204.486816
	Iteration 38Q: 3 clusters Score -654247.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -654248.375000 Penalty: 4204.486816
	Iteration 39Q: 3 clusters Score -654248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -654251.750000 Penalty: 4204.486816
	Iteration 40F: 3 clusters Score -654251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -654250.625000 Penalty: 4204.486816
	Iteration 41Q: 3 clusters Score -654250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -654251.687500 Penalty: 4204.486816
	Iteration 42Q: 3 clusters Score -654251.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -654252.625000 Penalty: 4204.486816
	Iteration 43Q: 3 clusters Score -654252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -654253.125000 Penalty: 4204.486816
	Iteration 44Q: 3 clusters Score -654253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -654254.437500 Penalty: 4204.486816
	Iteration 45Q: 3 clusters Score -654254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -654253.687500 Penalty: 4204.486816
	Iteration 46Q: 3 clusters Score -654253.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -654253.687500 Penalty: 4204.486816
	Iteration 47F: 3 clusters Score -654253.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -95844.015625 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -95844.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -94245.343750 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -94245.34 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94822.109375 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -94822.11 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -95344.203125 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -95344.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -95708.164062 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -95708.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -95913.875000 Penalty: 3360.014893
	Iteration 4F: 3 clusters Score -95913.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -96131.968750 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -96131.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -96328.015625 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -96328.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -96411.023438 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -96411.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96436.093750 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -96436.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96450.765625 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -96450.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96484.390625 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -96484.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96555.632812 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -96555.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96579.929688 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -96579.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -96587.679688 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -96587.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -96591.789062 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -96591.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -96633.054688 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -96633.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -96700.539062 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -96700.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96703.968750 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -96703.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96738.734375 Penalty: 3360.014893
	Iteration 18F: 3 clusters Score -96738.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96767.234375 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -96767.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -96769.851562 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -96769.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -96771.796875 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -96771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -96771.796875 Penalty: 3360.014893
	Iteration 22F: 3 clusters Score -96771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 264 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 611 members 
Entering Unmasked Estep 
Score: -115071736.000000 Penalty: 175334.546875
Splitting cluster 3 changes total score from -115072448.000000 to -115071736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -1011441.187500 Penalty: 2202.695312
	Iteration 0F: 2 clusters Score -1011441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1005520.875000 Penalty: 4405.390625
	Iteration 0F: 3 clusters Score -1005521 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1007260.437500 Penalty: 4405.390625
	Iteration 1F: 3 clusters Score -1007260 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1007819.750000 Penalty: 4405.390625
	Iteration 2F: 3 clusters Score -1007820 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1008410.562500 Penalty: 4405.390625
	Iteration 3F: 3 clusters Score -1008411 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1008986.937500 Penalty: 4405.390625
	Iteration 4F: 3 clusters Score -1008987 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1009521.562500 Penalty: 4405.390625
	Iteration 5F: 3 clusters Score -1009522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1009938.062500 Penalty: 4405.390625
	Iteration 6F: 3 clusters Score -1009938 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1010231.375000 Penalty: 4405.390625
	Iteration 7F: 3 clusters Score -1010231 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1010439.937500 Penalty: 4405.390625
	Iteration 8Q: 3 clusters Score -1010440 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1010561.937500 Penalty: 4405.390625
	Iteration 9Q: 3 clusters Score -1010562 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1010628.000000 Penalty: 4405.390625
	Iteration 10Q: 3 clusters Score -1010628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1010669.750000 Penalty: 4405.390625
	Iteration 11Q: 3 clusters Score -1010670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1010704.625000 Penalty: 4405.390625
	Iteration 12Q: 3 clusters Score -1010705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1010735.687500 Penalty: 4405.390625
	Iteration 13Q: 3 clusters Score -1010736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1010762.187500 Penalty: 4405.390625
	Iteration 14Q: 3 clusters Score -1010762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1010781.937500 Penalty: 4405.390625
	Iteration 15Q: 3 clusters Score -1010782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1010797.937500 Penalty: 4405.390625
	Iteration 16Q: 3 clusters Score -1010798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1010802.812500 Penalty: 4405.390625
	Iteration 17Q: 3 clusters Score -1010803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1010806.250000 Penalty: 4405.390625
	Iteration 18Q: 3 clusters Score -1010806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1010809.187500 Penalty: 4405.390625
	Iteration 19Q: 3 clusters Score -1010809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1010809.562500 Penalty: 4405.390625
	Iteration 20F: 3 clusters Score -1010810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1010813.625000 Penalty: 4405.390625
	Iteration 21Q: 3 clusters Score -1010814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1010816.437500 Penalty: 4405.390625
	Iteration 22Q: 3 clusters Score -1010816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1010816.125000 Penalty: 4405.390625
	Iteration 23Q: 3 clusters Score -1010816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1010818.187500 Penalty: 4405.390625
	Iteration 24Q: 3 clusters Score -1010818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1010819.437500 Penalty: 4405.390625
	Iteration 25Q: 3 clusters Score -1010819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1010822.000000 Penalty: 4405.390625
	Iteration 26Q: 3 clusters Score -1010822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1010821.312500 Penalty: 4405.390625
	Iteration 27Q: 3 clusters Score -1010821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1010821.625000 Penalty: 4405.390625
	Iteration 28Q: 3 clusters Score -1010822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1010823.062500 Penalty: 4405.390625
	Iteration 29Q: 3 clusters Score -1010823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1010823.187500 Penalty: 4405.390625
	Iteration 30Q: 3 clusters Score -1010823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1010823.500000 Penalty: 4405.390625
	Iteration 31Q: 3 clusters Score -1010824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1010824.187500 Penalty: 4405.390625
	Iteration 32Q: 3 clusters Score -1010824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1010823.562500 Penalty: 4405.390625
	Iteration 33Q: 3 clusters Score -1010824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1010825.937500 Penalty: 4405.390625
	Iteration 34Q: 3 clusters Score -1010826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1010826.187500 Penalty: 4405.390625
	Iteration 35Q: 3 clusters Score -1010826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1010826.187500 Penalty: 4405.390625
	Iteration 36F: 3 clusters Score -1010826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Entering Unmasked Estep 
Score: -1743691.000000 Penalty: 2324.580566
	Iteration 0F: 2 clusters Score -1743691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1734994.625000 Penalty: 4649.161133
	Iteration 0F: 3 clusters Score -1734995 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1737586.500000 Penalty: 4649.161133
	Iteration 1F: 3 clusters Score -1737586 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1737962.500000 Penalty: 4649.161133
	Iteration 2F: 3 clusters Score -1737962 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1738290.625000 Penalty: 4649.161133
	Iteration 3F: 3 clusters Score -1738291 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1738598.875000 Penalty: 4649.161133
	Iteration 4F: 3 clusters Score -1738599 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1738893.250000 Penalty: 4649.161133
	Iteration 5Q: 3 clusters Score -1738893 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1739213.500000 Penalty: 4649.161133
	Iteration 6Q: 3 clusters Score -1739214 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1739521.000000 Penalty: 4649.161133
	Iteration 7Q: 3 clusters Score -1739521 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1739875.375000 Penalty: 4649.161133
	Iteration 8Q: 3 clusters Score -1739875 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1740249.750000 Penalty: 4649.161133
	Iteration 9Q: 3 clusters Score -1740250 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1740635.875000 Penalty: 4649.161133
	Iteration 10Q: 3 clusters Score -1740636 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1740966.625000 Penalty: 4649.161133
	Iteration 11Q: 3 clusters Score -1740967 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1741226.875000 Penalty: 4649.161133
	Iteration 12Q: 3 clusters Score -1741227 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1741420.125000 Penalty: 4649.161133
	Iteration 13Q: 3 clusters Score -1741420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1741578.125000 Penalty: 4649.161133
	Iteration 14Q: 3 clusters Score -1741578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1741723.750000 Penalty: 4649.161133
	Iteration 15Q: 3 clusters Score -1741724 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1741835.000000 Penalty: 4649.161133
	Iteration 16Q: 3 clusters Score -1741835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1741945.125000 Penalty: 4649.161133
	Iteration 17Q: 3 clusters Score -1741945 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1742050.875000 Penalty: 4649.161133
	Iteration 18Q: 3 clusters Score -1742051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1742136.000000 Penalty: 4649.161133
	Iteration 19Q: 3 clusters Score -1742136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1742216.625000 Penalty: 4649.161133
	Iteration 20F: 3 clusters Score -1742217 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1742251.625000 Penalty: 4649.161133
	Iteration 21Q: 3 clusters Score -1742252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1742264.125000 Penalty: 4649.161133
	Iteration 22Q: 3 clusters Score -1742264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1742273.875000 Penalty: 4649.161133
	Iteration 23Q: 3 clusters Score -1742274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1742278.000000 Penalty: 4649.161133
	Iteration 24Q: 3 clusters Score -1742278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1742280.500000 Penalty: 4649.161133
	Iteration 25Q: 3 clusters Score -1742280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1742282.375000 Penalty: 4649.161133
	Iteration 26Q: 3 clusters Score -1742282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1742283.000000 Penalty: 4649.161133
	Iteration 27Q: 3 clusters Score -1742283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1742283.750000 Penalty: 4649.161133
	Iteration 28Q: 3 clusters Score -1742284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1742283.875000 Penalty: 4649.161133
	Iteration 29Q: 3 clusters Score -1742284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1742286.375000 Penalty: 4649.161133
	Iteration 30Q: 3 clusters Score -1742286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1742290.375000 Penalty: 4649.161133
	Iteration 31Q: 3 clusters Score -1742290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1742290.250000 Penalty: 4649.161133
	Iteration 32Q: 3 clusters Score -1742290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1742289.125000 Penalty: 4649.161133
	Iteration 33Q: 3 clusters Score -1742289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1742288.875000 Penalty: 4649.161133
	Iteration 34Q: 3 clusters Score -1742289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1742289.750000 Penalty: 4649.161133
	Iteration 35Q: 3 clusters Score -1742290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1742290.000000 Penalty: 4649.161133
	Iteration 36Q: 3 clusters Score -1742290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1742290.000000 Penalty: 4649.161133
	Iteration 37F: 3 clusters Score -1742290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Entering Unmasked Estep 
Score: -5575085.000000 Penalty: 2610.014404
	Iteration 0F: 2 clusters Score -5575085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5549917.000000 Penalty: 5220.028809
	Iteration 0F: 3 clusters Score -5549917 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5559158.500000 Penalty: 5220.028809
	Iteration 1F: 3 clusters Score -5559158 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -5559732.500000 Penalty: 5220.028809
	Iteration 2Q: 3 clusters Score -5559732 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5560403.500000 Penalty: 5220.028809
	Iteration 3Q: 3 clusters Score -5560404 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -5561351.000000 Penalty: 5220.028809
	Iteration 4F: 3 clusters Score -5561351 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5562835.000000 Penalty: 5220.028809
	Iteration 5F: 3 clusters Score -5562835 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -5564811.000000 Penalty: 5220.028809
	Iteration 6F: 3 clusters Score -5564811 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -5566805.500000 Penalty: 5220.028809
	Iteration 7F: 3 clusters Score -5566806 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5568520.000000 Penalty: 5220.028809
	Iteration 8F: 3 clusters Score -5568520 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -5569778.000000 Penalty: 5220.028809
	Iteration 9Q: 3 clusters Score -5569778 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5570676.500000 Penalty: 5220.028809
	Iteration 10Q: 3 clusters Score -5570676 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5571354.000000 Penalty: 5220.028809
	Iteration 11Q: 3 clusters Score -5571354 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5571848.500000 Penalty: 5220.028809
	Iteration 12Q: 3 clusters Score -5571848 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5572180.000000 Penalty: 5220.028809
	Iteration 13Q: 3 clusters Score -5572180 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5572405.500000 Penalty: 5220.028809
	Iteration 14Q: 3 clusters Score -5572406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5572542.000000 Penalty: 5220.028809
	Iteration 15Q: 3 clusters Score -5572542 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5572650.500000 Penalty: 5220.028809
	Iteration 16Q: 3 clusters Score -5572650 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5572723.500000 Penalty: 5220.028809
	Iteration 17Q: 3 clusters Score -5572724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5572769.000000 Penalty: 5220.028809
	Iteration 18Q: 3 clusters Score -5572769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5572795.000000 Penalty: 5220.028809
	Iteration 19Q: 3 clusters Score -5572795 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5572803.500000 Penalty: 5220.028809
	Iteration 20F: 3 clusters Score -5572804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5572834.500000 Penalty: 5220.028809
	Iteration 21Q: 3 clusters Score -5572834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5572849.000000 Penalty: 5220.028809
	Iteration 22Q: 3 clusters Score -5572849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5572865.500000 Penalty: 5220.028809
	Iteration 23Q: 3 clusters Score -5572866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5572877.000000 Penalty: 5220.028809
	Iteration 24Q: 3 clusters Score -5572877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5572880.000000 Penalty: 5220.028809
	Iteration 25Q: 3 clusters Score -5572880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5572877.500000 Penalty: 5220.028809
	Iteration 26Q: 3 clusters Score -5572878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5572876.500000 Penalty: 5220.028809
	Iteration 27Q: 3 clusters Score -5572876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5572881.000000 Penalty: 5220.028809
	Iteration 28Q: 3 clusters Score -5572881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5572881.000000 Penalty: 5220.028809
	Iteration 29F: 3 clusters Score -5572881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -1201814.750000 Penalty: 2244.966064
	Iteration 0F: 2 clusters Score -1201815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1195096.625000 Penalty: 4489.932129
	Iteration 0F: 3 clusters Score -1195097 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1197548.500000 Penalty: 4489.932129
	Iteration 1F: 3 clusters Score -1197548 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1198332.250000 Penalty: 4489.932129
	Iteration 2F: 3 clusters Score -1198332 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1198948.500000 Penalty: 4489.932129
	Iteration 3F: 3 clusters Score -1198948 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1199427.500000 Penalty: 4489.932129
	Iteration 4F: 3 clusters Score -1199428 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1199789.500000 Penalty: 4489.932129
	Iteration 5F: 3 clusters Score -1199790 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1200079.500000 Penalty: 4489.932129
	Iteration 6Q: 3 clusters Score -1200080 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1200294.625000 Penalty: 4489.932129
	Iteration 7Q: 3 clusters Score -1200295 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1200462.625000 Penalty: 4489.932129
	Iteration 8Q: 3 clusters Score -1200463 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1200588.375000 Penalty: 4489.932129
	Iteration 9Q: 3 clusters Score -1200588 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1200680.625000 Penalty: 4489.932129
	Iteration 10Q: 3 clusters Score -1200681 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1200760.875000 Penalty: 4489.932129
	Iteration 11Q: 3 clusters Score -1200761 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1200828.125000 Penalty: 4489.932129
	Iteration 12Q: 3 clusters Score -1200828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1200879.750000 Penalty: 4489.932129
	Iteration 13Q: 3 clusters Score -1200880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1200921.250000 Penalty: 4489.932129
	Iteration 14Q: 3 clusters Score -1200921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1200944.125000 Penalty: 4489.932129
	Iteration 15Q: 3 clusters Score -1200944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1200962.500000 Penalty: 4489.932129
	Iteration 16Q: 3 clusters Score -1200962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1200969.250000 Penalty: 4489.932129
	Iteration 17Q: 3 clusters Score -1200969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1200974.625000 Penalty: 4489.932129
	Iteration 18Q: 3 clusters Score -1200975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1200978.125000 Penalty: 4489.932129
	Iteration 19Q: 3 clusters Score -1200978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1200978.750000 Penalty: 4489.932129
	Iteration 20F: 3 clusters Score -1200979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1200979.375000 Penalty: 4489.932129
	Iteration 21Q: 3 clusters Score -1200979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1200980.750000 Penalty: 4489.932129
	Iteration 22Q: 3 clusters Score -1200981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1200979.500000 Penalty: 4489.932129
	Iteration 23Q: 3 clusters Score -1200980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1200979.625000 Penalty: 4489.932129
	Iteration 24Q: 3 clusters Score -1200980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1200980.625000 Penalty: 4489.932129
	Iteration 25Q: 3 clusters Score -1200981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1200982.625000 Penalty: 4489.932129
	Iteration 26Q: 3 clusters Score -1200983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200983.250000 Penalty: 4489.932129
	Iteration 27Q: 3 clusters Score -1200983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1200983.625000 Penalty: 4489.932129
	Iteration 28Q: 3 clusters Score -1200984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200984.375000 Penalty: 4489.932129
	Iteration 29Q: 3 clusters Score -1200984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1200983.500000 Penalty: 4489.932129
	Iteration 30Q: 3 clusters Score -1200984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200984.375000 Penalty: 4489.932129
	Iteration 31Q: 3 clusters Score -1200984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200984.375000 Penalty: 4489.932129
	Iteration 32F: 3 clusters Score -1200984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -518402.906250 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -518402.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -514658.093750 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -514658.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -515548.843750 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -515548.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -515792.625000 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -515792.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -515968.437500 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -515968.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -516171.375000 Penalty: 4091.140625
	Iteration 4F: 3 clusters Score -516171.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -516327.437500 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -516327.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -516435.218750 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -516435.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -516507.468750 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -516507.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -516571.843750 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -516571.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -516625.062500 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -516625.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -516663.468750 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -516663.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -516696.562500 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -516696.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -516722.531250 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -516722.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -516757.781250 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -516757.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -516780.093750 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -516780.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -516795.500000 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -516795.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -516808.812500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -516808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -516818.500000 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -516818.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -516832.531250 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -516832.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -516851.593750 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -516851.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -516860.562500 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -516860.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -516867.718750 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -516867.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -516872.625000 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -516872.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -516875.906250 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -516875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -516876.937500 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -516876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -516880.218750 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -516880.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -516882.062500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -516882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -516882.343750 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -516882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -516884.000000 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -516884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -516884.750000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -516884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -516886.656250 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -516886.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -516886.656250 Penalty: 4091.140625
	Iteration 31F: 3 clusters Score -516886.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68284 members 
Entering Unmasked Estep 
Score: -9644917.000000 Penalty: 2760.594727
	Iteration 0F: 2 clusters Score -9644917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -9599394.000000 Penalty: 5521.189453
	Iteration 0F: 3 clusters Score -9599394 nChanged 31751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -9618249.000000 Penalty: 5521.189453
	Iteration 1F: 3 clusters Score -9618249 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -9619722.000000 Penalty: 5521.189453
	Iteration 2F: 3 clusters Score -9619722 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -9621558.000000 Penalty: 5521.189453
	Iteration 3F: 3 clusters Score -9621558 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -9623753.000000 Penalty: 5521.189453
	Iteration 4F: 3 clusters Score -9623753 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -9626313.000000 Penalty: 5521.189453
	Iteration 5F: 3 clusters Score -9626313 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -9629120.000000 Penalty: 5521.189453
	Iteration 6F: 3 clusters Score -9629120 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -9632103.000000 Penalty: 5521.189453
	Iteration 7F: 3 clusters Score -9632103 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -9635182.000000 Penalty: 5521.189453
	Iteration 8F: 3 clusters Score -9635182 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59687 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -9638024.000000 Penalty: 5521.189453
	Iteration 9F: 3 clusters Score -9638024 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -9640259.000000 Penalty: 5521.189453
	Iteration 10Q: 3 clusters Score -9640259 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9641618.000000 Penalty: 5521.189453
	Iteration 11Q: 3 clusters Score -9641618 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -9642414.000000 Penalty: 5521.189453
	Iteration 12Q: 3 clusters Score -9642414 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9642847.000000 Penalty: 5521.189453
	Iteration 13Q: 3 clusters Score -9642847 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9643100.000000 Penalty: 5521.189453
	Iteration 14Q: 3 clusters Score -9643100 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66662 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9643220.000000 Penalty: 5521.189453
	Iteration 15Q: 3 clusters Score -9643220 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9643269.000000 Penalty: 5521.189453
	Iteration 16Q: 3 clusters Score -9643269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9643309.000000 Penalty: 5521.189453
	Iteration 17Q: 3 clusters Score -9643309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9643363.000000 Penalty: 5521.189453
	Iteration 18Q: 3 clusters Score -9643363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66990 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9643375.000000 Penalty: 5521.189453
	Iteration 19Q: 3 clusters Score -9643375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9643411.000000 Penalty: 5521.189453
	Iteration 20F: 3 clusters Score -9643411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9643424.000000 Penalty: 5521.189453
	Iteration 21Q: 3 clusters Score -9643424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9643442.000000 Penalty: 5521.189453
	Iteration 22Q: 3 clusters Score -9643442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9643441.000000 Penalty: 5521.189453
	Iteration 23Q: 3 clusters Score -9643441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9643447.000000 Penalty: 5521.189453
	Iteration 24Q: 3 clusters Score -9643447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9643453.000000 Penalty: 5521.189453
	Iteration 25Q: 3 clusters Score -9643453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9643455.000000 Penalty: 5521.189453
	Iteration 26Q: 3 clusters Score -9643455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9643451.000000 Penalty: 5521.189453
	Iteration 27Q: 3 clusters Score -9643451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67081 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9643442.000000 Penalty: 5521.189453
	Iteration 28Q: 3 clusters Score -9643442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9643448.000000 Penalty: 5521.189453
	Iteration 29Q: 3 clusters Score -9643448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9643447.000000 Penalty: 5521.189453
	Iteration 30Q: 3 clusters Score -9643447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9643447.000000 Penalty: 5521.189453
	Iteration 31F: 3 clusters Score -9643447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Entering Unmasked Estep 
Score: -1141512.375000 Penalty: 2220.630859
	Iteration 0F: 2 clusters Score -1141512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1135283.750000 Penalty: 4441.261719
	Iteration 0F: 3 clusters Score -1135284 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1136871.875000 Penalty: 4441.261719
	Iteration 1F: 3 clusters Score -1136872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1137106.875000 Penalty: 4441.261719
	Iteration 2F: 3 clusters Score -1137107 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1137276.625000 Penalty: 4441.261719
	Iteration 3Q: 3 clusters Score -1137277 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1137383.000000 Penalty: 4441.261719
	Iteration 4Q: 3 clusters Score -1137383 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1137460.625000 Penalty: 4441.261719
	Iteration 5Q: 3 clusters Score -1137461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1137525.500000 Penalty: 4441.261719
	Iteration 6Q: 3 clusters Score -1137526 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1137566.125000 Penalty: 4441.261719
	Iteration 7Q: 3 clusters Score -1137566 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1137604.500000 Penalty: 4441.261719
	Iteration 8Q: 3 clusters Score -1137604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1137639.875000 Penalty: 4441.261719
	Iteration 9Q: 3 clusters Score -1137640 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1137673.875000 Penalty: 4441.261719
	Iteration 10Q: 3 clusters Score -1137674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1137703.000000 Penalty: 4441.261719
	Iteration 11Q: 3 clusters Score -1137703 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1137738.875000 Penalty: 4441.261719
	Iteration 12Q: 3 clusters Score -1137739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1137762.750000 Penalty: 4441.261719
	Iteration 13Q: 3 clusters Score -1137763 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1137799.875000 Penalty: 4441.261719
	Iteration 14Q: 3 clusters Score -1137800 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1137838.250000 Penalty: 4441.261719
	Iteration 15Q: 3 clusters Score -1137838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1137872.750000 Penalty: 4441.261719
	Iteration 16Q: 3 clusters Score -1137873 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1137915.750000 Penalty: 4441.261719
	Iteration 17Q: 3 clusters Score -1137916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1137958.250000 Penalty: 4441.261719
	Iteration 18Q: 3 clusters Score -1137958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1138025.125000 Penalty: 4441.261719
	Iteration 19Q: 3 clusters Score -1138025 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1138123.625000 Penalty: 4441.261719
	Iteration 20F: 3 clusters Score -1138124 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1138240.500000 Penalty: 4441.261719
	Iteration 21Q: 3 clusters Score -1138240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1138370.000000 Penalty: 4441.261719
	Iteration 22Q: 3 clusters Score -1138370 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1138512.750000 Penalty: 4441.261719
	Iteration 23Q: 3 clusters Score -1138513 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1138687.750000 Penalty: 4441.261719
	Iteration 24Q: 3 clusters Score -1138688 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1138903.625000 Penalty: 4441.261719
	Iteration 25Q: 3 clusters Score -1138904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1139137.875000 Penalty: 4441.261719
	Iteration 26Q: 3 clusters Score -1139138 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1139352.125000 Penalty: 4441.261719
	Iteration 27Q: 3 clusters Score -1139352 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1139481.875000 Penalty: 4441.261719
	Iteration 28Q: 3 clusters Score -1139482 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1139585.000000 Penalty: 4441.261719
	Iteration 29Q: 3 clusters Score -1139585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1139656.625000 Penalty: 4441.261719
	Iteration 30Q: 3 clusters Score -1139657 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1139705.750000 Penalty: 4441.261719
	Iteration 31Q: 3 clusters Score -1139706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1139744.500000 Penalty: 4441.261719
	Iteration 32Q: 3 clusters Score -1139744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1139773.250000 Penalty: 4441.261719
	Iteration 33Q: 3 clusters Score -1139773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1139804.250000 Penalty: 4441.261719
	Iteration 34Q: 3 clusters Score -1139804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1139818.250000 Penalty: 4441.261719
	Iteration 35Q: 3 clusters Score -1139818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1139838.000000 Penalty: 4441.261719
	Iteration 36Q: 3 clusters Score -1139838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1139850.750000 Penalty: 4441.261719
	Iteration 37Q: 3 clusters Score -1139851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1139862.125000 Penalty: 4441.261719
	Iteration 38Q: 3 clusters Score -1139862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1139868.750000 Penalty: 4441.261719
	Iteration 39Q: 3 clusters Score -1139869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1139872.000000 Penalty: 4441.261719
	Iteration 40F: 3 clusters Score -1139872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1139878.250000 Penalty: 4441.261719
	Iteration 41Q: 3 clusters Score -1139878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1139883.000000 Penalty: 4441.261719
	Iteration 42Q: 3 clusters Score -1139883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1139887.875000 Penalty: 4441.261719
	Iteration 43Q: 3 clusters Score -1139888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1139888.375000 Penalty: 4441.261719
	Iteration 44Q: 3 clusters Score -1139888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1139888.500000 Penalty: 4441.261719
	Iteration 45Q: 3 clusters Score -1139888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1139890.875000 Penalty: 4441.261719
	Iteration 46Q: 3 clusters Score -1139891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1139890.375000 Penalty: 4441.261719
	Iteration 47Q: 3 clusters Score -1139890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1139890.375000 Penalty: 4441.261719
	Iteration 48F: 3 clusters Score -1139890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -202695.437500 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -202695.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -200431.203125 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -200431.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -200783.453125 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -200783.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -200913.906250 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -200913.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -200987.234375 Penalty: 3594.198486
	Iteration 3Q: 3 clusters Score -200987.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -201024.468750 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -201024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201044.968750 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -201045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201066.890625 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -201066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -201083.375000 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -201083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -201092.140625 Penalty: 3594.198486
	Iteration 8Q: 3 clusters Score -201092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -201096.343750 Penalty: 3594.198486
	Iteration 9Q: 3 clusters Score -201096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -201102.234375 Penalty: 3594.198486
	Iteration 10Q: 3 clusters Score -201102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201112.812500 Penalty: 3594.198486
	Iteration 11Q: 3 clusters Score -201112.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -201120.390625 Penalty: 3594.198486
	Iteration 12Q: 3 clusters Score -201120.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -201124.140625 Penalty: 3594.198486
	Iteration 13Q: 3 clusters Score -201124.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -201129.328125 Penalty: 3594.198486
	Iteration 14Q: 3 clusters Score -201129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201132.250000 Penalty: 3594.198486
	Iteration 15Q: 3 clusters Score -201132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -201133.765625 Penalty: 3594.198486
	Iteration 16Q: 3 clusters Score -201133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201134.609375 Penalty: 3594.198486
	Iteration 17Q: 3 clusters Score -201134.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -201134.609375 Penalty: 3594.198486
	Iteration 18F: 3 clusters Score -201134.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Entering Unmasked Estep 
Score: -1263531.500000 Penalty: 2243.246338
	Iteration 0F: 2 clusters Score -1263532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1256878.375000 Penalty: 4486.492676
	Iteration 0F: 3 clusters Score -1256878 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1258733.750000 Penalty: 4486.492676
	Iteration 1F: 3 clusters Score -1258734 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1259038.750000 Penalty: 4486.492676
	Iteration 2F: 3 clusters Score -1259039 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1259321.250000 Penalty: 4486.492676
	Iteration 3F: 3 clusters Score -1259321 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1259570.625000 Penalty: 4486.492676
	Iteration 4Q: 3 clusters Score -1259571 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1259786.500000 Penalty: 4486.492676
	Iteration 5Q: 3 clusters Score -1259786 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1259955.375000 Penalty: 4486.492676
	Iteration 6Q: 3 clusters Score -1259955 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1260096.375000 Penalty: 4486.492676
	Iteration 7Q: 3 clusters Score -1260096 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1260225.250000 Penalty: 4486.492676
	Iteration 8Q: 3 clusters Score -1260225 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1260357.625000 Penalty: 4486.492676
	Iteration 9Q: 3 clusters Score -1260358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1260476.000000 Penalty: 4486.492676
	Iteration 10Q: 3 clusters Score -1260476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1260592.875000 Penalty: 4486.492676
	Iteration 11Q: 3 clusters Score -1260593 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1260708.375000 Penalty: 4486.492676
	Iteration 12Q: 3 clusters Score -1260708 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1260827.500000 Penalty: 4486.492676
	Iteration 13Q: 3 clusters Score -1260828 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1260972.125000 Penalty: 4486.492676
	Iteration 14Q: 3 clusters Score -1260972 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1261107.500000 Penalty: 4486.492676
	Iteration 15Q: 3 clusters Score -1261108 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1261255.000000 Penalty: 4486.492676
	Iteration 16Q: 3 clusters Score -1261255 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1261399.125000 Penalty: 4486.492676
	Iteration 17Q: 3 clusters Score -1261399 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1261542.500000 Penalty: 4486.492676
	Iteration 18Q: 3 clusters Score -1261542 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1261655.250000 Penalty: 4486.492676
	Iteration 19Q: 3 clusters Score -1261655 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1261754.125000 Penalty: 4486.492676
	Iteration 20F: 3 clusters Score -1261754 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1261841.750000 Penalty: 4486.492676
	Iteration 21Q: 3 clusters Score -1261842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1261893.625000 Penalty: 4486.492676
	Iteration 22Q: 3 clusters Score -1261894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1261933.875000 Penalty: 4486.492676
	Iteration 23Q: 3 clusters Score -1261934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1261950.000000 Penalty: 4486.492676
	Iteration 24Q: 3 clusters Score -1261950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1261966.375000 Penalty: 4486.492676
	Iteration 25Q: 3 clusters Score -1261966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1261978.375000 Penalty: 4486.492676
	Iteration 26Q: 3 clusters Score -1261978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1261995.250000 Penalty: 4486.492676
	Iteration 27Q: 3 clusters Score -1261995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1262003.875000 Penalty: 4486.492676
	Iteration 28Q: 3 clusters Score -1262004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1262006.375000 Penalty: 4486.492676
	Iteration 29Q: 3 clusters Score -1262006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1262014.375000 Penalty: 4486.492676
	Iteration 30Q: 3 clusters Score -1262014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1262018.875000 Penalty: 4486.492676
	Iteration 31Q: 3 clusters Score -1262019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1262024.125000 Penalty: 4486.492676
	Iteration 32Q: 3 clusters Score -1262024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1262030.750000 Penalty: 4486.492676
	Iteration 33Q: 3 clusters Score -1262031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1262030.625000 Penalty: 4486.492676
	Iteration 34Q: 3 clusters Score -1262031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1262040.750000 Penalty: 4486.492676
	Iteration 35Q: 3 clusters Score -1262041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1262045.250000 Penalty: 4486.492676
	Iteration 36Q: 3 clusters Score -1262045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1262051.750000 Penalty: 4486.492676
	Iteration 37Q: 3 clusters Score -1262052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1262058.625000 Penalty: 4486.492676
	Iteration 38Q: 3 clusters Score -1262059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1262066.250000 Penalty: 4486.492676
	Iteration 39Q: 3 clusters Score -1262066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1262072.750000 Penalty: 4486.492676
	Iteration 40F: 3 clusters Score -1262073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1262089.375000 Penalty: 4486.492676
	Iteration 41Q: 3 clusters Score -1262089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1262095.250000 Penalty: 4486.492676
	Iteration 42Q: 3 clusters Score -1262095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1262101.250000 Penalty: 4486.492676
	Iteration 43Q: 3 clusters Score -1262101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1262113.750000 Penalty: 4486.492676
	Iteration 44Q: 3 clusters Score -1262114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1262122.125000 Penalty: 4486.492676
	Iteration 45Q: 3 clusters Score -1262122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1262127.875000 Penalty: 4486.492676
	Iteration 46Q: 3 clusters Score -1262128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1262133.250000 Penalty: 4486.492676
	Iteration 47Q: 3 clusters Score -1262133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1262142.500000 Penalty: 4486.492676
	Iteration 48Q: 3 clusters Score -1262142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1262151.375000 Penalty: 4486.492676
	Iteration 49Q: 3 clusters Score -1262151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1262162.125000 Penalty: 4486.492676
	Iteration 50Q: 3 clusters Score -1262162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1262177.750000 Penalty: 4486.492676
	Iteration 51Q: 3 clusters Score -1262178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1262188.250000 Penalty: 4486.492676
	Iteration 52Q: 3 clusters Score -1262188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1262197.875000 Penalty: 4486.492676
	Iteration 53Q: 3 clusters Score -1262198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1262207.625000 Penalty: 4486.492676
	Iteration 54Q: 3 clusters Score -1262208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1262217.250000 Penalty: 4486.492676
	Iteration 55Q: 3 clusters Score -1262217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1262228.375000 Penalty: 4486.492676
	Iteration 56Q: 3 clusters Score -1262228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1262237.500000 Penalty: 4486.492676
	Iteration 57Q: 3 clusters Score -1262238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1262244.750000 Penalty: 4486.492676
	Iteration 58Q: 3 clusters Score -1262245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1262253.375000 Penalty: 4486.492676
	Iteration 59Q: 3 clusters Score -1262253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1262257.750000 Penalty: 4486.492676
	Iteration 60F: 3 clusters Score -1262258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1262258.500000 Penalty: 4486.492676
	Iteration 61Q: 3 clusters Score -1262258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1262265.375000 Penalty: 4486.492676
	Iteration 62Q: 3 clusters Score -1262265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1262268.125000 Penalty: 4486.492676
	Iteration 63Q: 3 clusters Score -1262268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1262272.250000 Penalty: 4486.492676
	Iteration 64Q: 3 clusters Score -1262272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1262276.250000 Penalty: 4486.492676
	Iteration 65Q: 3 clusters Score -1262276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1262275.375000 Penalty: 4486.492676
	Iteration 66Q: 3 clusters Score -1262275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1262281.000000 Penalty: 4486.492676
	Iteration 67Q: 3 clusters Score -1262281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1262282.250000 Penalty: 4486.492676
	Iteration 68Q: 3 clusters Score -1262282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1262285.250000 Penalty: 4486.492676
	Iteration 69Q: 3 clusters Score -1262285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1262286.625000 Penalty: 4486.492676
	Iteration 70Q: 3 clusters Score -1262287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1262285.875000 Penalty: 4486.492676
	Iteration 71Q: 3 clusters Score -1262286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1262288.875000 Penalty: 4486.492676
	Iteration 72Q: 3 clusters Score -1262289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1262289.750000 Penalty: 4486.492676
	Iteration 73Q: 3 clusters Score -1262290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1262289.750000 Penalty: 4486.492676
	Iteration 74F: 3 clusters Score -1262290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Entering Unmasked Estep 
Score: -2951321.500000 Penalty: 2456.176514
	Iteration 0F: 2 clusters Score -2951322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2937321.750000 Penalty: 4912.353027
	Iteration 0F: 3 clusters Score -2937322 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2941977.750000 Penalty: 4912.353027
	Iteration 1F: 3 clusters Score -2941978 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2942513.000000 Penalty: 4912.353027
	Iteration 2F: 3 clusters Score -2942513 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2943078.000000 Penalty: 4912.353027
	Iteration 3F: 3 clusters Score -2943078 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2943784.750000 Penalty: 4912.353027
	Iteration 4F: 3 clusters Score -2943785 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2944633.000000 Penalty: 4912.353027
	Iteration 5F: 3 clusters Score -2944633 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2945508.250000 Penalty: 4912.353027
	Iteration 6F: 3 clusters Score -2945508 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2946292.500000 Penalty: 4912.353027
	Iteration 7F: 3 clusters Score -2946292 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2946980.000000 Penalty: 4912.353027
	Iteration 8F: 3 clusters Score -2946980 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2947604.250000 Penalty: 4912.353027
	Iteration 9Q: 3 clusters Score -2947604 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2948069.000000 Penalty: 4912.353027
	Iteration 10Q: 3 clusters Score -2948069 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2948491.500000 Penalty: 4912.353027
	Iteration 11Q: 3 clusters Score -2948492 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2948796.000000 Penalty: 4912.353027
	Iteration 12Q: 3 clusters Score -2948796 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2949082.000000 Penalty: 4912.353027
	Iteration 13Q: 3 clusters Score -2949082 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2949314.750000 Penalty: 4912.353027
	Iteration 14Q: 3 clusters Score -2949315 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2949464.250000 Penalty: 4912.353027
	Iteration 15Q: 3 clusters Score -2949464 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2949602.000000 Penalty: 4912.353027
	Iteration 16Q: 3 clusters Score -2949602 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2949671.250000 Penalty: 4912.353027
	Iteration 17Q: 3 clusters Score -2949671 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2949712.750000 Penalty: 4912.353027
	Iteration 18Q: 3 clusters Score -2949713 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2949743.500000 Penalty: 4912.353027
	Iteration 19Q: 3 clusters Score -2949744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2949764.500000 Penalty: 4912.353027
	Iteration 20F: 3 clusters Score -2949764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2949761.500000 Penalty: 4912.353027
	Iteration 21Q: 3 clusters Score -2949762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2949767.500000 Penalty: 4912.353027
	Iteration 22Q: 3 clusters Score -2949768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2949772.750000 Penalty: 4912.353027
	Iteration 23Q: 3 clusters Score -2949773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2949784.000000 Penalty: 4912.353027
	Iteration 24Q: 3 clusters Score -2949784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2949791.000000 Penalty: 4912.353027
	Iteration 25Q: 3 clusters Score -2949791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2949803.250000 Penalty: 4912.353027
	Iteration 26Q: 3 clusters Score -2949803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2949797.250000 Penalty: 4912.353027
	Iteration 27Q: 3 clusters Score -2949797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2949795.250000 Penalty: 4912.353027
	Iteration 28Q: 3 clusters Score -2949795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2949796.500000 Penalty: 4912.353027
	Iteration 29Q: 3 clusters Score -2949796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2949798.000000 Penalty: 4912.353027
	Iteration 30Q: 3 clusters Score -2949798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2949798.750000 Penalty: 4912.353027
	Iteration 31Q: 3 clusters Score -2949799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2949798.750000 Penalty: 4912.353027
	Iteration 32F: 3 clusters Score -2949799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -1667996.625000 Penalty: 2314.583984
	Iteration 0F: 2 clusters Score -1667997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1659480.875000 Penalty: 4629.167969
	Iteration 0F: 3 clusters Score -1659481 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1662031.250000 Penalty: 4629.167969
	Iteration 1F: 3 clusters Score -1662031 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1662339.000000 Penalty: 4629.167969
	Iteration 2F: 3 clusters Score -1662339 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1662554.625000 Penalty: 4629.167969
	Iteration 3Q: 3 clusters Score -1662555 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1662737.375000 Penalty: 4629.167969
	Iteration 4Q: 3 clusters Score -1662737 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1662909.000000 Penalty: 4629.167969
	Iteration 5Q: 3 clusters Score -1662909 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1663126.000000 Penalty: 4629.167969
	Iteration 6Q: 3 clusters Score -1663126 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1663365.625000 Penalty: 4629.167969
	Iteration 7Q: 3 clusters Score -1663366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1663604.750000 Penalty: 4629.167969
	Iteration 8Q: 3 clusters Score -1663605 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1663808.750000 Penalty: 4629.167969
	Iteration 9Q: 3 clusters Score -1663809 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1663986.375000 Penalty: 4629.167969
	Iteration 10Q: 3 clusters Score -1663986 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1664153.750000 Penalty: 4629.167969
	Iteration 11Q: 3 clusters Score -1664154 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1664307.125000 Penalty: 4629.167969
	Iteration 12Q: 3 clusters Score -1664307 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1664445.500000 Penalty: 4629.167969
	Iteration 13Q: 3 clusters Score -1664446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1664578.750000 Penalty: 4629.167969
	Iteration 14Q: 3 clusters Score -1664579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1664717.875000 Penalty: 4629.167969
	Iteration 15Q: 3 clusters Score -1664718 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1664870.125000 Penalty: 4629.167969
	Iteration 16Q: 3 clusters Score -1664870 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1665017.875000 Penalty: 4629.167969
	Iteration 17Q: 3 clusters Score -1665018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1665145.375000 Penalty: 4629.167969
	Iteration 18Q: 3 clusters Score -1665145 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1665252.375000 Penalty: 4629.167969
	Iteration 19Q: 3 clusters Score -1665252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1665348.500000 Penalty: 4629.167969
	Iteration 20F: 3 clusters Score -1665348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1665422.250000 Penalty: 4629.167969
	Iteration 21Q: 3 clusters Score -1665422 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1665496.625000 Penalty: 4629.167969
	Iteration 22Q: 3 clusters Score -1665497 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1665570.500000 Penalty: 4629.167969
	Iteration 23Q: 3 clusters Score -1665570 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1665646.750000 Penalty: 4629.167969
	Iteration 24Q: 3 clusters Score -1665647 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1665707.375000 Penalty: 4629.167969
	Iteration 25Q: 3 clusters Score -1665707 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1665753.500000 Penalty: 4629.167969
	Iteration 26Q: 3 clusters Score -1665754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1665799.625000 Penalty: 4629.167969
	Iteration 27Q: 3 clusters Score -1665800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1665837.875000 Penalty: 4629.167969
	Iteration 28Q: 3 clusters Score -1665838 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1665880.875000 Penalty: 4629.167969
	Iteration 29Q: 3 clusters Score -1665881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1665907.625000 Penalty: 4629.167969
	Iteration 30Q: 3 clusters Score -1665908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1665926.625000 Penalty: 4629.167969
	Iteration 31Q: 3 clusters Score -1665927 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1665951.750000 Penalty: 4629.167969
	Iteration 32Q: 3 clusters Score -1665952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1665967.000000 Penalty: 4629.167969
	Iteration 33Q: 3 clusters Score -1665967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1665975.875000 Penalty: 4629.167969
	Iteration 34Q: 3 clusters Score -1665976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1665987.625000 Penalty: 4629.167969
	Iteration 35Q: 3 clusters Score -1665988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1665998.000000 Penalty: 4629.167969
	Iteration 36Q: 3 clusters Score -1665998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1666000.625000 Penalty: 4629.167969
	Iteration 37Q: 3 clusters Score -1666001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1666008.875000 Penalty: 4629.167969
	Iteration 38Q: 3 clusters Score -1666009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1666015.500000 Penalty: 4629.167969
	Iteration 39Q: 3 clusters Score -1666016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1666026.500000 Penalty: 4629.167969
	Iteration 40F: 3 clusters Score -1666026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1666028.625000 Penalty: 4629.167969
	Iteration 41Q: 3 clusters Score -1666029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1666035.625000 Penalty: 4629.167969
	Iteration 42Q: 3 clusters Score -1666036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1666046.625000 Penalty: 4629.167969
	Iteration 43Q: 3 clusters Score -1666047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1666048.000000 Penalty: 4629.167969
	Iteration 44Q: 3 clusters Score -1666048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1666056.750000 Penalty: 4629.167969
	Iteration 45Q: 3 clusters Score -1666057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1666059.250000 Penalty: 4629.167969
	Iteration 46Q: 3 clusters Score -1666059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1666063.375000 Penalty: 4629.167969
	Iteration 47Q: 3 clusters Score -1666063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1666065.625000 Penalty: 4629.167969
	Iteration 48Q: 3 clusters Score -1666066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1666068.875000 Penalty: 4629.167969
	Iteration 49Q: 3 clusters Score -1666069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1666080.375000 Penalty: 4629.167969
	Iteration 50Q: 3 clusters Score -1666080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1666084.500000 Penalty: 4629.167969
	Iteration 51Q: 3 clusters Score -1666084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1666089.375000 Penalty: 4629.167969
	Iteration 52Q: 3 clusters Score -1666089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1666090.375000 Penalty: 4629.167969
	Iteration 53Q: 3 clusters Score -1666090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1666092.875000 Penalty: 4629.167969
	Iteration 54Q: 3 clusters Score -1666093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1666094.250000 Penalty: 4629.167969
	Iteration 55Q: 3 clusters Score -1666094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1666096.875000 Penalty: 4629.167969
	Iteration 56Q: 3 clusters Score -1666097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1666098.125000 Penalty: 4629.167969
	Iteration 57Q: 3 clusters Score -1666098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1666101.000000 Penalty: 4629.167969
	Iteration 58Q: 3 clusters Score -1666101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1666101.500000 Penalty: 4629.167969
	Iteration 59Q: 3 clusters Score -1666102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1666106.625000 Penalty: 4629.167969
	Iteration 60F: 3 clusters Score -1666107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1666105.750000 Penalty: 4629.167969
	Iteration 61Q: 3 clusters Score -1666106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1666107.125000 Penalty: 4629.167969
	Iteration 62Q: 3 clusters Score -1666107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1666106.000000 Penalty: 4629.167969
	Iteration 63Q: 3 clusters Score -1666106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1666110.250000 Penalty: 4629.167969
	Iteration 64Q: 3 clusters Score -1666110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1666115.500000 Penalty: 4629.167969
	Iteration 65Q: 3 clusters Score -1666116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1666121.750000 Penalty: 4629.167969
	Iteration 66Q: 3 clusters Score -1666122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1666122.500000 Penalty: 4629.167969
	Iteration 67Q: 3 clusters Score -1666122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1666120.000000 Penalty: 4629.167969
	Iteration 68Q: 3 clusters Score -1666120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1666125.500000 Penalty: 4629.167969
	Iteration 69Q: 3 clusters Score -1666126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1666125.250000 Penalty: 4629.167969
	Iteration 70Q: 3 clusters Score -1666125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1666122.500000 Penalty: 4629.167969
	Iteration 71Q: 3 clusters Score -1666122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1666129.125000 Penalty: 4629.167969
	Iteration 72Q: 3 clusters Score -1666129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1666132.125000 Penalty: 4629.167969
	Iteration 73Q: 3 clusters Score -1666132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1666133.125000 Penalty: 4629.167969
	Iteration 74Q: 3 clusters Score -1666133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1666137.125000 Penalty: 4629.167969
	Iteration 75Q: 3 clusters Score -1666137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1666140.125000 Penalty: 4629.167969
	Iteration 76Q: 3 clusters Score -1666140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1666143.125000 Penalty: 4629.167969
	Iteration 77Q: 3 clusters Score -1666143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1666142.750000 Penalty: 4629.167969
	Iteration 78Q: 3 clusters Score -1666143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1666145.000000 Penalty: 4629.167969
	Iteration 79Q: 3 clusters Score -1666145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1666146.125000 Penalty: 4629.167969
	Iteration 80F: 3 clusters Score -1666146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1666149.125000 Penalty: 4629.167969
	Iteration 81Q: 3 clusters Score -1666149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1666152.750000 Penalty: 4629.167969
	Iteration 82Q: 3 clusters Score -1666153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1666154.375000 Penalty: 4629.167969
	Iteration 83Q: 3 clusters Score -1666154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1666157.500000 Penalty: 4629.167969
	Iteration 84Q: 3 clusters Score -1666158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1666157.625000 Penalty: 4629.167969
	Iteration 85Q: 3 clusters Score -1666158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1666158.000000 Penalty: 4629.167969
	Iteration 86Q: 3 clusters Score -1666158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1666160.625000 Penalty: 4629.167969
	Iteration 87Q: 3 clusters Score -1666161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1666160.375000 Penalty: 4629.167969
	Iteration 88Q: 3 clusters Score -1666160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1666160.375000 Penalty: 4629.167969
	Iteration 89F: 3 clusters Score -1666160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Entering Unmasked Estep 
Score: -1467292.125000 Penalty: 2279.432373
	Iteration 0F: 2 clusters Score -1467292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1459723.375000 Penalty: 4558.864746
	Iteration 0F: 3 clusters Score -1459723 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1462058.875000 Penalty: 4558.864746
	Iteration 1F: 3 clusters Score -1462059 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1462543.375000 Penalty: 4558.864746
	Iteration 2F: 3 clusters Score -1462543 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1462888.375000 Penalty: 4558.864746
	Iteration 3F: 3 clusters Score -1462888 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1463147.750000 Penalty: 4558.864746
	Iteration 4Q: 3 clusters Score -1463148 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1463373.250000 Penalty: 4558.864746
	Iteration 5Q: 3 clusters Score -1463373 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1463564.750000 Penalty: 4558.864746
	Iteration 6Q: 3 clusters Score -1463565 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1463757.375000 Penalty: 4558.864746
	Iteration 7Q: 3 clusters Score -1463757 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1463909.125000 Penalty: 4558.864746
	Iteration 8Q: 3 clusters Score -1463909 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1464026.250000 Penalty: 4558.864746
	Iteration 9Q: 3 clusters Score -1464026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1464106.625000 Penalty: 4558.864746
	Iteration 10Q: 3 clusters Score -1464107 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1464171.250000 Penalty: 4558.864746
	Iteration 11Q: 3 clusters Score -1464171 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1464228.500000 Penalty: 4558.864746
	Iteration 12Q: 3 clusters Score -1464228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1464276.000000 Penalty: 4558.864746
	Iteration 13Q: 3 clusters Score -1464276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1464329.000000 Penalty: 4558.864746
	Iteration 14Q: 3 clusters Score -1464329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1464385.500000 Penalty: 4558.864746
	Iteration 15Q: 3 clusters Score -1464386 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1464436.750000 Penalty: 4558.864746
	Iteration 16Q: 3 clusters Score -1464437 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1464476.000000 Penalty: 4558.864746
	Iteration 17Q: 3 clusters Score -1464476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1464506.625000 Penalty: 4558.864746
	Iteration 18Q: 3 clusters Score -1464507 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1464537.000000 Penalty: 4558.864746
	Iteration 19Q: 3 clusters Score -1464537 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1464559.875000 Penalty: 4558.864746
	Iteration 20F: 3 clusters Score -1464560 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1464573.250000 Penalty: 4558.864746
	Iteration 21Q: 3 clusters Score -1464573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1464586.875000 Penalty: 4558.864746
	Iteration 22Q: 3 clusters Score -1464587 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1464609.500000 Penalty: 4558.864746
	Iteration 23Q: 3 clusters Score -1464610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1464620.500000 Penalty: 4558.864746
	Iteration 24Q: 3 clusters Score -1464620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1464630.875000 Penalty: 4558.864746
	Iteration 25Q: 3 clusters Score -1464631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1464640.125000 Penalty: 4558.864746
	Iteration 26Q: 3 clusters Score -1464640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1464652.750000 Penalty: 4558.864746
	Iteration 27Q: 3 clusters Score -1464653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1464660.000000 Penalty: 4558.864746
	Iteration 28Q: 3 clusters Score -1464660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1464655.625000 Penalty: 4558.864746
	Iteration 29Q: 3 clusters Score -1464656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1464666.000000 Penalty: 4558.864746
	Iteration 30Q: 3 clusters Score -1464666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1464673.250000 Penalty: 4558.864746
	Iteration 31Q: 3 clusters Score -1464673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1464675.125000 Penalty: 4558.864746
	Iteration 32Q: 3 clusters Score -1464675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1464674.000000 Penalty: 4558.864746
	Iteration 33Q: 3 clusters Score -1464674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1464674.625000 Penalty: 4558.864746
	Iteration 34Q: 3 clusters Score -1464675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1464680.000000 Penalty: 4558.864746
	Iteration 35Q: 3 clusters Score -1464680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1464682.625000 Penalty: 4558.864746
	Iteration 36Q: 3 clusters Score -1464683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1464683.750000 Penalty: 4558.864746
	Iteration 37Q: 3 clusters Score -1464684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1464684.500000 Penalty: 4558.864746
	Iteration 38Q: 3 clusters Score -1464684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1464684.500000 Penalty: 4558.864746
	Iteration 39Q: 3 clusters Score -1464684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1464687.000000 Penalty: 4558.864746
	Iteration 40F: 3 clusters Score -1464687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1464687.375000 Penalty: 4558.864746
	Iteration 41Q: 3 clusters Score -1464687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1464685.375000 Penalty: 4558.864746
	Iteration 42Q: 3 clusters Score -1464685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1464685.625000 Penalty: 4558.864746
	Iteration 43Q: 3 clusters Score -1464686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1464690.500000 Penalty: 4558.864746
	Iteration 44Q: 3 clusters Score -1464690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1464686.125000 Penalty: 4558.864746
	Iteration 45Q: 3 clusters Score -1464686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1464688.500000 Penalty: 4558.864746
	Iteration 46Q: 3 clusters Score -1464688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1464687.125000 Penalty: 4558.864746
	Iteration 47Q: 3 clusters Score -1464687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1464690.125000 Penalty: 4558.864746
	Iteration 48Q: 3 clusters Score -1464690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1464689.625000 Penalty: 4558.864746
	Iteration 49Q: 3 clusters Score -1464690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1464690.125000 Penalty: 4558.864746
	Iteration 50Q: 3 clusters Score -1464690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1464690.125000 Penalty: 4558.864746
	Iteration 51F: 3 clusters Score -1464690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Entering Unmasked Estep 
Score: -6405397.000000 Penalty: 2644.524658
	Iteration 0F: 2 clusters Score -6405397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -6376452.500000 Penalty: 5289.049316
	Iteration 0F: 3 clusters Score -6376452 nChanged 19537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -6387174.000000 Penalty: 5289.049316
	Iteration 1F: 3 clusters Score -6387174 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -6387678.500000 Penalty: 5289.049316
	Iteration 2Q: 3 clusters Score -6387678 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6388240.000000 Penalty: 5289.049316
	Iteration 3Q: 3 clusters Score -6388240 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -6388761.500000 Penalty: 5289.049316
	Iteration 4Q: 3 clusters Score -6388762 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6389464.000000 Penalty: 5289.049316
	Iteration 5Q: 3 clusters Score -6389464 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6390292.500000 Penalty: 5289.049316
	Iteration 6Q: 3 clusters Score -6390292 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -6391340.500000 Penalty: 5289.049316
	Iteration 7Q: 3 clusters Score -6391340 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -6392550.000000 Penalty: 5289.049316
	Iteration 8F: 3 clusters Score -6392550 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6393877.000000 Penalty: 5289.049316
	Iteration 9F: 3 clusters Score -6393877 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -6395368.000000 Penalty: 5289.049316
	Iteration 10F: 3 clusters Score -6395368 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -6396871.500000 Penalty: 5289.049316
	Iteration 11Q: 3 clusters Score -6396872 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -6398144.000000 Penalty: 5289.049316
	Iteration 12Q: 3 clusters Score -6398144 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -6399043.000000 Penalty: 5289.049316
	Iteration 13Q: 3 clusters Score -6399043 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -6399597.500000 Penalty: 5289.049316
	Iteration 14Q: 3 clusters Score -6399598 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -6400044.000000 Penalty: 5289.049316
	Iteration 15Q: 3 clusters Score -6400044 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6400380.000000 Penalty: 5289.049316
	Iteration 16Q: 3 clusters Score -6400380 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -6400735.500000 Penalty: 5289.049316
	Iteration 17Q: 3 clusters Score -6400736 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -6401021.500000 Penalty: 5289.049316
	Iteration 18Q: 3 clusters Score -6401022 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -6401269.500000 Penalty: 5289.049316
	Iteration 19Q: 3 clusters Score -6401270 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6401460.000000 Penalty: 5289.049316
	Iteration 20F: 3 clusters Score -6401460 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -6401634.500000 Penalty: 5289.049316
	Iteration 21Q: 3 clusters Score -6401634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -6401767.000000 Penalty: 5289.049316
	Iteration 22Q: 3 clusters Score -6401767 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -6401906.500000 Penalty: 5289.049316
	Iteration 23Q: 3 clusters Score -6401906 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6402051.000000 Penalty: 5289.049316
	Iteration 24Q: 3 clusters Score -6402051 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -6402147.500000 Penalty: 5289.049316
	Iteration 25Q: 3 clusters Score -6402148 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -6402283.000000 Penalty: 5289.049316
	Iteration 26Q: 3 clusters Score -6402283 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -6402368.000000 Penalty: 5289.049316
	Iteration 27Q: 3 clusters Score -6402368 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -6402416.500000 Penalty: 5289.049316
	Iteration 28Q: 3 clusters Score -6402416 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -6402454.000000 Penalty: 5289.049316
	Iteration 29Q: 3 clusters Score -6402454 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -6402499.500000 Penalty: 5289.049316
	Iteration 30Q: 3 clusters Score -6402500 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6402538.500000 Penalty: 5289.049316
	Iteration 31Q: 3 clusters Score -6402538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -6402588.000000 Penalty: 5289.049316
	Iteration 32Q: 3 clusters Score -6402588 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -6402599.500000 Penalty: 5289.049316
	Iteration 33Q: 3 clusters Score -6402600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -6402627.500000 Penalty: 5289.049316
	Iteration 34Q: 3 clusters Score -6402628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -6402647.000000 Penalty: 5289.049316
	Iteration 35Q: 3 clusters Score -6402647 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6402662.500000 Penalty: 5289.049316
	Iteration 36Q: 3 clusters Score -6402662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -6402669.500000 Penalty: 5289.049316
	Iteration 37Q: 3 clusters Score -6402670 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -6402693.500000 Penalty: 5289.049316
	Iteration 38Q: 3 clusters Score -6402694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -6402696.500000 Penalty: 5289.049316
	Iteration 39Q: 3 clusters Score -6402696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -6402699.500000 Penalty: 5289.049316
	Iteration 40F: 3 clusters Score -6402700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -6402719.500000 Penalty: 5289.049316
	Iteration 41Q: 3 clusters Score -6402720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -6402730.000000 Penalty: 5289.049316
	Iteration 42Q: 3 clusters Score -6402730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -6402732.500000 Penalty: 5289.049316
	Iteration 43Q: 3 clusters Score -6402732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -6402746.000000 Penalty: 5289.049316
	Iteration 44Q: 3 clusters Score -6402746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -6402725.000000 Penalty: 5289.049316
	Iteration 45Q: 3 clusters Score -6402725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -6402727.000000 Penalty: 5289.049316
	Iteration 46Q: 3 clusters Score -6402727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -6402735.000000 Penalty: 5289.049316
	Iteration 47Q: 3 clusters Score -6402735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -6402744.000000 Penalty: 5289.049316
	Iteration 48Q: 3 clusters Score -6402744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -6402745.000000 Penalty: 5289.049316
	Iteration 49Q: 3 clusters Score -6402745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -6402749.000000 Penalty: 5289.049316
	Iteration 50Q: 3 clusters Score -6402749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -6402752.000000 Penalty: 5289.049316
	Iteration 51Q: 3 clusters Score -6402752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -6402778.500000 Penalty: 5289.049316
	Iteration 52Q: 3 clusters Score -6402778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -6402771.500000 Penalty: 5289.049316
	Iteration 53Q: 3 clusters Score -6402772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6402781.500000 Penalty: 5289.049316
	Iteration 54Q: 3 clusters Score -6402782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -6402795.000000 Penalty: 5289.049316
	Iteration 55Q: 3 clusters Score -6402795 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -6402798.500000 Penalty: 5289.049316
	Iteration 56Q: 3 clusters Score -6402798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -6402794.000000 Penalty: 5289.049316
	Iteration 57Q: 3 clusters Score -6402794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -6402798.000000 Penalty: 5289.049316
	Iteration 58Q: 3 clusters Score -6402798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -6402808.000000 Penalty: 5289.049316
	Iteration 59Q: 3 clusters Score -6402808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -6402812.500000 Penalty: 5289.049316
	Iteration 60F: 3 clusters Score -6402812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -6402800.000000 Penalty: 5289.049316
	Iteration 61Q: 3 clusters Score -6402800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -6402816.000000 Penalty: 5289.049316
	Iteration 62Q: 3 clusters Score -6402816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -6402811.500000 Penalty: 5289.049316
	Iteration 63Q: 3 clusters Score -6402812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6402814.000000 Penalty: 5289.049316
	Iteration 64Q: 3 clusters Score -6402814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6402814.000000 Penalty: 5289.049316
	Iteration 65Q: 3 clusters Score -6402814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -6402819.500000 Penalty: 5289.049316
	Iteration 66Q: 3 clusters Score -6402820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -6402817.000000 Penalty: 5289.049316
	Iteration 67Q: 3 clusters Score -6402817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -6402812.000000 Penalty: 5289.049316
	Iteration 68Q: 3 clusters Score -6402812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -6402823.000000 Penalty: 5289.049316
	Iteration 69Q: 3 clusters Score -6402823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -6402812.500000 Penalty: 5289.049316
	Iteration 70Q: 3 clusters Score -6402812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -6402812.000000 Penalty: 5289.049316
	Iteration 71Q: 3 clusters Score -6402812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -6402815.000000 Penalty: 5289.049316
	Iteration 72Q: 3 clusters Score -6402815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -6402813.000000 Penalty: 5289.049316
	Iteration 73Q: 3 clusters Score -6402813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -6402831.000000 Penalty: 5289.049316
	Iteration 74Q: 3 clusters Score -6402831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6402834.000000 Penalty: 5289.049316
	Iteration 75Q: 3 clusters Score -6402834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -6402838.000000 Penalty: 5289.049316
	Iteration 76Q: 3 clusters Score -6402838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -6402846.000000 Penalty: 5289.049316
	Iteration 77Q: 3 clusters Score -6402846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -6402849.500000 Penalty: 5289.049316
	Iteration 78Q: 3 clusters Score -6402850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -6402856.500000 Penalty: 5289.049316
	Iteration 79Q: 3 clusters Score -6402856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -6402848.000000 Penalty: 5289.049316
	Iteration 80F: 3 clusters Score -6402848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -6402855.000000 Penalty: 5289.049316
	Iteration 81Q: 3 clusters Score -6402855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -6402847.000000 Penalty: 5289.049316
	Iteration 82Q: 3 clusters Score -6402847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -6402859.000000 Penalty: 5289.049316
	Iteration 83Q: 3 clusters Score -6402859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -6402867.500000 Penalty: 5289.049316
	Iteration 84Q: 3 clusters Score -6402868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -6402867.000000 Penalty: 5289.049316
	Iteration 85Q: 3 clusters Score -6402867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -6402873.500000 Penalty: 5289.049316
	Iteration 86Q: 3 clusters Score -6402874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -6402871.500000 Penalty: 5289.049316
	Iteration 87Q: 3 clusters Score -6402872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -6402873.000000 Penalty: 5289.049316
	Iteration 88Q: 3 clusters Score -6402873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -6402873.000000 Penalty: 5289.049316
	Iteration 89F: 3 clusters Score -6402873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Entering Unmasked Estep 
Score: -3195423.750000 Penalty: 2475.495361
	Iteration 0F: 2 clusters Score -3195424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3180183.250000 Penalty: 4950.990723
	Iteration 0F: 3 clusters Score -3180183 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3185398.500000 Penalty: 4950.990723
	Iteration 1F: 3 clusters Score -3185398 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3185938.500000 Penalty: 4950.990723
	Iteration 2F: 3 clusters Score -3185938 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3186450.500000 Penalty: 4950.990723
	Iteration 3F: 3 clusters Score -3186450 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3187007.250000 Penalty: 4950.990723
	Iteration 4F: 3 clusters Score -3187007 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3187756.250000 Penalty: 4950.990723
	Iteration 5F: 3 clusters Score -3187756 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3188634.000000 Penalty: 4950.990723
	Iteration 6F: 3 clusters Score -3188634 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3189619.750000 Penalty: 4950.990723
	Iteration 7F: 3 clusters Score -3189620 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3190521.000000 Penalty: 4950.990723
	Iteration 8F: 3 clusters Score -3190521 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3191345.500000 Penalty: 4950.990723
	Iteration 9Q: 3 clusters Score -3191346 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3192014.000000 Penalty: 4950.990723
	Iteration 10Q: 3 clusters Score -3192014 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -3192452.000000 Penalty: 4950.990723
	Iteration 11Q: 3 clusters Score -3192452 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3192763.500000 Penalty: 4950.990723
	Iteration 12Q: 3 clusters Score -3192764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3192965.250000 Penalty: 4950.990723
	Iteration 13Q: 3 clusters Score -3192965 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3193094.750000 Penalty: 4950.990723
	Iteration 14Q: 3 clusters Score -3193095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -3193178.750000 Penalty: 4950.990723
	Iteration 15Q: 3 clusters Score -3193179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3193224.500000 Penalty: 4950.990723
	Iteration 16Q: 3 clusters Score -3193224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3193273.500000 Penalty: 4950.990723
	Iteration 17Q: 3 clusters Score -3193274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3193299.250000 Penalty: 4950.990723
	Iteration 18Q: 3 clusters Score -3193299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3193318.250000 Penalty: 4950.990723
	Iteration 19Q: 3 clusters Score -3193318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3193331.750000 Penalty: 4950.990723
	Iteration 20F: 3 clusters Score -3193332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3193338.500000 Penalty: 4950.990723
	Iteration 21Q: 3 clusters Score -3193338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -3193351.500000 Penalty: 4950.990723
	Iteration 22Q: 3 clusters Score -3193352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3193353.750000 Penalty: 4950.990723
	Iteration 23Q: 3 clusters Score -3193354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3193363.250000 Penalty: 4950.990723
	Iteration 24Q: 3 clusters Score -3193363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3193370.750000 Penalty: 4950.990723
	Iteration 25Q: 3 clusters Score -3193371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3193377.500000 Penalty: 4950.990723
	Iteration 26Q: 3 clusters Score -3193378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3193382.250000 Penalty: 4950.990723
	Iteration 27Q: 3 clusters Score -3193382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3193383.500000 Penalty: 4950.990723
	Iteration 28Q: 3 clusters Score -3193384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3193382.250000 Penalty: 4950.990723
	Iteration 29Q: 3 clusters Score -3193382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3193383.000000 Penalty: 4950.990723
	Iteration 30Q: 3 clusters Score -3193383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3193386.500000 Penalty: 4950.990723
	Iteration 31Q: 3 clusters Score -3193386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3193388.750000 Penalty: 4950.990723
	Iteration 32Q: 3 clusters Score -3193389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3193387.750000 Penalty: 4950.990723
	Iteration 33Q: 3 clusters Score -3193388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3193387.750000 Penalty: 4950.990723
	Iteration 34F: 3 clusters Score -3193388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14619.087891 Penalty: 1260.188232
	Iteration 0F: 2 clusters Score -14619.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13808.251953 Penalty: 2520.376465
	Iteration 0F: 3 clusters Score -13808.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13915.640625 Penalty: 2520.376465
	Iteration 1F: 3 clusters Score -13915.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13950.700195 Penalty: 2520.376465
	Iteration 2Q: 3 clusters Score -13950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13973.099609 Penalty: 2520.376465
	Iteration 3Q: 3 clusters Score -13973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13981.576172 Penalty: 2520.376465
	Iteration 4Q: 3 clusters Score -13981.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13988.143555 Penalty: 2520.376465
	Iteration 5Q: 3 clusters Score -13988.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13990.455078 Penalty: 2520.376465
	Iteration 6Q: 3 clusters Score -13990.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13990.455078 Penalty: 2520.376465
	Iteration 7F: 3 clusters Score -13990.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Entering Unmasked Estep 
Score: -2605038.500000 Penalty: 2442.218994
	Iteration 0F: 2 clusters Score -2605038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2591632.750000 Penalty: 4884.437988
	Iteration 0F: 3 clusters Score -2591633 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2596487.250000 Penalty: 4884.437988
	Iteration 1F: 3 clusters Score -2596487 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2597400.500000 Penalty: 4884.437988
	Iteration 2F: 3 clusters Score -2597400 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2598310.500000 Penalty: 4884.437988
	Iteration 3F: 3 clusters Score -2598310 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2599115.250000 Penalty: 4884.437988
	Iteration 4F: 3 clusters Score -2599115 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2599755.750000 Penalty: 4884.437988
	Iteration 5F: 3 clusters Score -2599756 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2600266.500000 Penalty: 4884.437988
	Iteration 6Q: 3 clusters Score -2600266 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2600633.250000 Penalty: 4884.437988
	Iteration 7Q: 3 clusters Score -2600633 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2600884.000000 Penalty: 4884.437988
	Iteration 8Q: 3 clusters Score -2600884 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2601083.250000 Penalty: 4884.437988
	Iteration 9Q: 3 clusters Score -2601083 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2601255.750000 Penalty: 4884.437988
	Iteration 10Q: 3 clusters Score -2601256 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2601434.500000 Penalty: 4884.437988
	Iteration 11Q: 3 clusters Score -2601434 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2601570.750000 Penalty: 4884.437988
	Iteration 12Q: 3 clusters Score -2601571 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2601707.250000 Penalty: 4884.437988
	Iteration 13Q: 3 clusters Score -2601707 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2601821.750000 Penalty: 4884.437988
	Iteration 14Q: 3 clusters Score -2601822 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2601902.000000 Penalty: 4884.437988
	Iteration 15Q: 3 clusters Score -2601902 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2601979.500000 Penalty: 4884.437988
	Iteration 16Q: 3 clusters Score -2601980 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2602059.750000 Penalty: 4884.437988
	Iteration 17Q: 3 clusters Score -2602060 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2602134.000000 Penalty: 4884.437988
	Iteration 18Q: 3 clusters Score -2602134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2602233.750000 Penalty: 4884.437988
	Iteration 19Q: 3 clusters Score -2602234 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2602317.000000 Penalty: 4884.437988
	Iteration 20F: 3 clusters Score -2602317 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2602417.750000 Penalty: 4884.437988
	Iteration 21Q: 3 clusters Score -2602418 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2602514.000000 Penalty: 4884.437988
	Iteration 22Q: 3 clusters Score -2602514 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2602609.500000 Penalty: 4884.437988
	Iteration 23Q: 3 clusters Score -2602610 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2602694.000000 Penalty: 4884.437988
	Iteration 24Q: 3 clusters Score -2602694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2602775.000000 Penalty: 4884.437988
	Iteration 25Q: 3 clusters Score -2602775 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2602838.750000 Penalty: 4884.437988
	Iteration 26Q: 3 clusters Score -2602839 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2602896.000000 Penalty: 4884.437988
	Iteration 27Q: 3 clusters Score -2602896 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2602961.250000 Penalty: 4884.437988
	Iteration 28Q: 3 clusters Score -2602961 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2603050.750000 Penalty: 4884.437988
	Iteration 29Q: 3 clusters Score -2603051 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2603127.000000 Penalty: 4884.437988
	Iteration 30Q: 3 clusters Score -2603127 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2603208.250000 Penalty: 4884.437988
	Iteration 31Q: 3 clusters Score -2603208 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2603301.500000 Penalty: 4884.437988
	Iteration 32Q: 3 clusters Score -2603302 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2603400.250000 Penalty: 4884.437988
	Iteration 33Q: 3 clusters Score -2603400 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -2603491.250000 Penalty: 4884.437988
	Iteration 34Q: 3 clusters Score -2603491 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2603590.000000 Penalty: 4884.437988
	Iteration 35Q: 3 clusters Score -2603590 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2603654.750000 Penalty: 4884.437988
	Iteration 36Q: 3 clusters Score -2603655 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2603739.000000 Penalty: 4884.437988
	Iteration 37Q: 3 clusters Score -2603739 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2603829.750000 Penalty: 4884.437988
	Iteration 38Q: 3 clusters Score -2603830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2603898.000000 Penalty: 4884.437988
	Iteration 39Q: 3 clusters Score -2603898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2603976.750000 Penalty: 4884.437988
	Iteration 40F: 3 clusters Score -2603977 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2604054.500000 Penalty: 4884.437988
	Iteration 41Q: 3 clusters Score -2604054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2604116.500000 Penalty: 4884.437988
	Iteration 42Q: 3 clusters Score -2604116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2604182.500000 Penalty: 4884.437988
	Iteration 43Q: 3 clusters Score -2604182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2604222.000000 Penalty: 4884.437988
	Iteration 44Q: 3 clusters Score -2604222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2604241.500000 Penalty: 4884.437988
	Iteration 45Q: 3 clusters Score -2604242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2604262.250000 Penalty: 4884.437988
	Iteration 46Q: 3 clusters Score -2604262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -2604286.250000 Penalty: 4884.437988
	Iteration 47Q: 3 clusters Score -2604286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2604295.750000 Penalty: 4884.437988
	Iteration 48Q: 3 clusters Score -2604296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2604305.750000 Penalty: 4884.437988
	Iteration 49Q: 3 clusters Score -2604306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2604315.250000 Penalty: 4884.437988
	Iteration 50Q: 3 clusters Score -2604315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2604312.250000 Penalty: 4884.437988
	Iteration 51Q: 3 clusters Score -2604312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2604317.750000 Penalty: 4884.437988
	Iteration 52Q: 3 clusters Score -2604318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2604324.250000 Penalty: 4884.437988
	Iteration 53Q: 3 clusters Score -2604324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2604331.750000 Penalty: 4884.437988
	Iteration 54Q: 3 clusters Score -2604332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2604330.750000 Penalty: 4884.437988
	Iteration 55Q: 3 clusters Score -2604331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2604336.750000 Penalty: 4884.437988
	Iteration 56Q: 3 clusters Score -2604337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2604337.750000 Penalty: 4884.437988
	Iteration 57Q: 3 clusters Score -2604338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2604333.750000 Penalty: 4884.437988
	Iteration 58Q: 3 clusters Score -2604334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2604340.750000 Penalty: 4884.437988
	Iteration 59Q: 3 clusters Score -2604341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2604339.000000 Penalty: 4884.437988
	Iteration 60F: 3 clusters Score -2604339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2604341.750000 Penalty: 4884.437988
	Iteration 61Q: 3 clusters Score -2604342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2604340.750000 Penalty: 4884.437988
	Iteration 62Q: 3 clusters Score -2604341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2604337.500000 Penalty: 4884.437988
	Iteration 63Q: 3 clusters Score -2604338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2604340.500000 Penalty: 4884.437988
	Iteration 64Q: 3 clusters Score -2604340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2604341.500000 Penalty: 4884.437988
	Iteration 65Q: 3 clusters Score -2604342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2604346.500000 Penalty: 4884.437988
	Iteration 66Q: 3 clusters Score -2604346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2604344.000000 Penalty: 4884.437988
	Iteration 67Q: 3 clusters Score -2604344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2604348.500000 Penalty: 4884.437988
	Iteration 68Q: 3 clusters Score -2604348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2604346.250000 Penalty: 4884.437988
	Iteration 69Q: 3 clusters Score -2604346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2604346.250000 Penalty: 4884.437988
	Iteration 70F: 3 clusters Score -2604346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -61571.902344 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -61571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -60126.332031 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -60126.33 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -60361.585938 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -60361.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60427.132812 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -60427.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60448.562500 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -60448.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60474.042969 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -60474.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -60495.824219 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -60495.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60513.765625 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -60513.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -60535.027344 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -60535.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60543.296875 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -60543.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60575.484375 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -60575.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -60599.058594 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -60599.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60657.613281 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -60657.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60716.128906 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -60716.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60743.003906 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -60743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60812.519531 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -60812.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60852.593750 Penalty: 3074.445312
	Iteration 15Q: 3 clusters Score -60852.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60860.140625 Penalty: 3074.445312
	Iteration 16Q: 3 clusters Score -60860.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60869.906250 Penalty: 3074.445312
	Iteration 17Q: 3 clusters Score -60869.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60872.523438 Penalty: 3074.445312
	Iteration 18Q: 3 clusters Score -60872.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60872.523438 Penalty: 3074.445312
	Iteration 19F: 3 clusters Score -60872.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (92136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Entering Unmasked Estep 
Score: -13866202.000000 Penalty: 2834.893066
	Iteration 0F: 2 clusters Score -1.38662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -13804603.000000 Penalty: 5669.786133
	Iteration 0F: 3 clusters Score -1.38046e+07 nChanged 43415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -13829097.000000 Penalty: 5669.786133
	Iteration 1F: 3 clusters Score -1.38291e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -13829779.000000 Penalty: 5669.786133
	Iteration 2Q: 3 clusters Score -1.382978e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -13830409.000000 Penalty: 5669.786133
	Iteration 3Q: 3 clusters Score -1.383041e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -13831158.000000 Penalty: 5669.786133
	Iteration 4Q: 3 clusters Score -1.383116e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -13832071.000000 Penalty: 5669.786133
	Iteration 5Q: 3 clusters Score -1.383207e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -13833089.000000 Penalty: 5669.786133
	Iteration 6Q: 3 clusters Score -1.383309e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -13834086.000000 Penalty: 5669.786133
	Iteration 7Q: 3 clusters Score -1.383409e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -13835258.000000 Penalty: 5669.786133
	Iteration 8Q: 3 clusters Score -1.383526e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -13836482.000000 Penalty: 5669.786133
	Iteration 9Q: 3 clusters Score -1.383648e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -13837735.000000 Penalty: 5669.786133
	Iteration 10Q: 3 clusters Score -1.383774e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -13839084.000000 Penalty: 5669.786133
	Iteration 11Q: 3 clusters Score -1.383908e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -13840537.000000 Penalty: 5669.786133
	Iteration 12Q: 3 clusters Score -1.384054e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -13842305.000000 Penalty: 5669.786133
	Iteration 13Q: 3 clusters Score -1.38423e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 63668 members 
Entering Unmasked Estep 
Score: -13844593.000000 Penalty: 5669.786133
	Iteration 14Q: 3 clusters Score -1.384459e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -13847417.000000 Penalty: 5669.786133
	Iteration 15Q: 3 clusters Score -1.384742e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -13850323.000000 Penalty: 5669.786133
	Iteration 16Q: 3 clusters Score -1.385032e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -13852638.000000 Penalty: 5669.786133
	Iteration 17Q: 3 clusters Score -1.385264e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -13854314.000000 Penalty: 5669.786133
	Iteration 18Q: 3 clusters Score -1.385431e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -13855606.000000 Penalty: 5669.786133
	Iteration 19Q: 3 clusters Score -1.385561e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -13856625.000000 Penalty: 5669.786133
	Iteration 20F: 3 clusters Score -1.385662e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -13857611.000000 Penalty: 5669.786133
	Iteration 21Q: 3 clusters Score -1.385761e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -13858661.000000 Penalty: 5669.786133
	Iteration 22Q: 3 clusters Score -1.385866e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -13859532.000000 Penalty: 5669.786133
	Iteration 23Q: 3 clusters Score -1.385953e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -13860311.000000 Penalty: 5669.786133
	Iteration 24Q: 3 clusters Score -1.386031e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -13860991.000000 Penalty: 5669.786133
	Iteration 25Q: 3 clusters Score -1.386099e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -13861591.000000 Penalty: 5669.786133
	Iteration 26Q: 3 clusters Score -1.386159e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -13862100.000000 Penalty: 5669.786133
	Iteration 27Q: 3 clusters Score -1.38621e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -13862441.000000 Penalty: 5669.786133
	Iteration 28Q: 3 clusters Score -1.386244e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -13862755.000000 Penalty: 5669.786133
	Iteration 29Q: 3 clusters Score -1.386276e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -13862955.000000 Penalty: 5669.786133
	Iteration 30Q: 3 clusters Score -1.386296e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -13863178.000000 Penalty: 5669.786133
	Iteration 31Q: 3 clusters Score -1.386318e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 90661 members 
Entering Unmasked Estep 
Score: -13863285.000000 Penalty: 5669.786133
	Iteration 32Q: 3 clusters Score -1.386328e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -13863339.000000 Penalty: 5669.786133
	Iteration 33Q: 3 clusters Score -1.386334e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 90906 members 
Entering Unmasked Estep 
Score: -13863396.000000 Penalty: 5669.786133
	Iteration 34Q: 3 clusters Score -1.38634e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 90995 members 
Entering Unmasked Estep 
Score: -13863457.000000 Penalty: 5669.786133
	Iteration 35Q: 3 clusters Score -1.386346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -13863491.000000 Penalty: 5669.786133
	Iteration 36Q: 3 clusters Score -1.386349e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -13863539.000000 Penalty: 5669.786133
	Iteration 37Q: 3 clusters Score -1.386354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 91149 members 
Entering Unmasked Estep 
Score: -13863594.000000 Penalty: 5669.786133
	Iteration 38Q: 3 clusters Score -1.386359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -13863599.000000 Penalty: 5669.786133
	Iteration 39Q: 3 clusters Score -1.38636e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -13863616.000000 Penalty: 5669.786133
	Iteration 40F: 3 clusters Score -1.386362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -13863611.000000 Penalty: 5669.786133
	Iteration 41Q: 3 clusters Score -1.386361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 91236 members 
Entering Unmasked Estep 
Score: -13863631.000000 Penalty: 5669.786133
	Iteration 42Q: 3 clusters Score -1.386363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -13863639.000000 Penalty: 5669.786133
	Iteration 43Q: 3 clusters Score -1.386364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -13863645.000000 Penalty: 5669.786133
	Iteration 44Q: 3 clusters Score -1.386364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 91297 members 
Entering Unmasked Estep 
Score: -13863670.000000 Penalty: 5669.786133
	Iteration 45Q: 3 clusters Score -1.386367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -13863667.000000 Penalty: 5669.786133
	Iteration 46Q: 3 clusters Score -1.386367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 91328 members 
Entering Unmasked Estep 
Score: -13863677.000000 Penalty: 5669.786133
	Iteration 47Q: 3 clusters Score -1.386368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 91341 members 
Entering Unmasked Estep 
Score: -13863698.000000 Penalty: 5669.786133
	Iteration 48Q: 3 clusters Score -1.38637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -13863694.000000 Penalty: 5669.786133
	Iteration 49Q: 3 clusters Score -1.386369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -13863707.000000 Penalty: 5669.786133
	Iteration 50Q: 3 clusters Score -1.386371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -13863725.000000 Penalty: 5669.786133
	Iteration 51Q: 3 clusters Score -1.386372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 91390 members 
Entering Unmasked Estep 
Score: -13863733.000000 Penalty: 5669.786133
	Iteration 52Q: 3 clusters Score -1.386373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 91403 members 
Entering Unmasked Estep 
Score: -13863737.000000 Penalty: 5669.786133
	Iteration 53Q: 3 clusters Score -1.386374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -13863739.000000 Penalty: 5669.786133
	Iteration 54Q: 3 clusters Score -1.386374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -13863741.000000 Penalty: 5669.786133
	Iteration 55Q: 3 clusters Score -1.386374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -13863746.000000 Penalty: 5669.786133
	Iteration 56Q: 3 clusters Score -1.386375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 91417 members 
Entering Unmasked Estep 
Score: -13863740.000000 Penalty: 5669.786133
	Iteration 57Q: 3 clusters Score -1.386374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -13863741.000000 Penalty: 5669.786133
	Iteration 58Q: 3 clusters Score -1.386374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -13863741.000000 Penalty: 5669.786133
	Iteration 59Q: 3 clusters Score -1.386374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -13863749.000000 Penalty: 5669.786133
	Iteration 60F: 3 clusters Score -1.386375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 91451 members 
Entering Unmasked Estep 
Score: -13863764.000000 Penalty: 5669.786133
	Iteration 61Q: 3 clusters Score -1.386376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -13863764.000000 Penalty: 5669.786133
	Iteration 62Q: 3 clusters Score -1.386376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -13863774.000000 Penalty: 5669.786133
	Iteration 63Q: 3 clusters Score -1.386377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -13863771.000000 Penalty: 5669.786133
	Iteration 64Q: 3 clusters Score -1.386377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 91464 members 
Entering Unmasked Estep 
Score: -13863767.000000 Penalty: 5669.786133
	Iteration 65Q: 3 clusters Score -1.386377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -13863769.000000 Penalty: 5669.786133
	Iteration 66Q: 3 clusters Score -1.386377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -13863775.000000 Penalty: 5669.786133
	Iteration 67Q: 3 clusters Score -1.386378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -13863775.000000 Penalty: 5669.786133
	Iteration 68Q: 3 clusters Score -1.386378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -13863764.000000 Penalty: 5669.786133
	Iteration 69Q: 3 clusters Score -1.386376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -13863785.000000 Penalty: 5669.786133
	Iteration 70Q: 3 clusters Score -1.386378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -13863776.000000 Penalty: 5669.786133
	Iteration 71Q: 3 clusters Score -1.386378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -13863787.000000 Penalty: 5669.786133
	Iteration 72Q: 3 clusters Score -1.386379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -13863795.000000 Penalty: 5669.786133
	Iteration 73Q: 3 clusters Score -1.38638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 91517 members 
Entering Unmasked Estep 
Score: -13863803.000000 Penalty: 5669.786133
	Iteration 74Q: 3 clusters Score -1.38638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -13863822.000000 Penalty: 5669.786133
	Iteration 75Q: 3 clusters Score -1.386382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -13863818.000000 Penalty: 5669.786133
	Iteration 76Q: 3 clusters Score -1.386382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
Score: -13863825.000000 Penalty: 5669.786133
	Iteration 77Q: 3 clusters Score -1.386382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 91542 members 
Entering Unmasked Estep 
Score: -13863828.000000 Penalty: 5669.786133
	Iteration 78Q: 3 clusters Score -1.386383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 91544 members 
Entering Unmasked Estep 
Score: -13863836.000000 Penalty: 5669.786133
	Iteration 79Q: 3 clusters Score -1.386384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -13863831.000000 Penalty: 5669.786133
	Iteration 80F: 3 clusters Score -1.386383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -13863828.000000 Penalty: 5669.786133
	Iteration 81Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 91549 members 
Entering Unmasked Estep 
Score: -13863832.000000 Penalty: 5669.786133
	Iteration 82Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -13863830.000000 Penalty: 5669.786133
	Iteration 83Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -13863832.000000 Penalty: 5669.786133
	Iteration 84Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 91552 members 
Entering Unmasked Estep 
Score: -13863827.000000 Penalty: 5669.786133
	Iteration 85Q: 3 clusters Score -1.386383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -13863842.000000 Penalty: 5669.786133
	Iteration 86Q: 3 clusters Score -1.386384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -13863842.000000 Penalty: 5669.786133
	Iteration 87F: 3 clusters Score -1.386384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Entering Unmasked Estep 
Score: -5162353.500000 Penalty: 2608.282227
	Iteration 0F: 2 clusters Score -5162354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5137304.500000 Penalty: 5216.564453
	Iteration 0F: 3 clusters Score -5137304 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -5147210.500000 Penalty: 5216.564453
	Iteration 1F: 3 clusters Score -5147210 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5148639.500000 Penalty: 5216.564453
	Iteration 2F: 3 clusters Score -5148640 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5150015.000000 Penalty: 5216.564453
	Iteration 3F: 3 clusters Score -5150015 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5151386.500000 Penalty: 5216.564453
	Iteration 4F: 3 clusters Score -5151386 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -5152647.500000 Penalty: 5216.564453
	Iteration 5F: 3 clusters Score -5152648 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5153836.500000 Penalty: 5216.564453
	Iteration 6F: 3 clusters Score -5153836 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5154987.500000 Penalty: 5216.564453
	Iteration 7F: 3 clusters Score -5154988 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -5155985.000000 Penalty: 5216.564453
	Iteration 8Q: 3 clusters Score -5155985 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5156834.000000 Penalty: 5216.564453
	Iteration 9Q: 3 clusters Score -5156834 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -5157499.000000 Penalty: 5216.564453
	Iteration 10Q: 3 clusters Score -5157499 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5158024.000000 Penalty: 5216.564453
	Iteration 11Q: 3 clusters Score -5158024 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5158419.500000 Penalty: 5216.564453
	Iteration 12Q: 3 clusters Score -5158420 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -5158794.500000 Penalty: 5216.564453
	Iteration 13Q: 3 clusters Score -5158794 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5159146.500000 Penalty: 5216.564453
	Iteration 14Q: 3 clusters Score -5159146 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5159460.500000 Penalty: 5216.564453
	Iteration 15Q: 3 clusters Score -5159460 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -5159734.000000 Penalty: 5216.564453
	Iteration 16Q: 3 clusters Score -5159734 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -5160022.000000 Penalty: 5216.564453
	Iteration 17Q: 3 clusters Score -5160022 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -5160256.500000 Penalty: 5216.564453
	Iteration 18Q: 3 clusters Score -5160256 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -5160484.500000 Penalty: 5216.564453
	Iteration 19Q: 3 clusters Score -5160484 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -5160645.000000 Penalty: 5216.564453
	Iteration 20F: 3 clusters Score -5160645 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -5160801.500000 Penalty: 5216.564453
	Iteration 21Q: 3 clusters Score -5160802 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -5160899.500000 Penalty: 5216.564453
	Iteration 22Q: 3 clusters Score -5160900 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -5160985.500000 Penalty: 5216.564453
	Iteration 23Q: 3 clusters Score -5160986 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -5161057.500000 Penalty: 5216.564453
	Iteration 24Q: 3 clusters Score -5161058 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -5161103.500000 Penalty: 5216.564453
	Iteration 25Q: 3 clusters Score -5161104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -5161136.000000 Penalty: 5216.564453
	Iteration 26Q: 3 clusters Score -5161136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5161174.000000 Penalty: 5216.564453
	Iteration 27Q: 3 clusters Score -5161174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -5161202.500000 Penalty: 5216.564453
	Iteration 28Q: 3 clusters Score -5161202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5161218.000000 Penalty: 5216.564453
	Iteration 29Q: 3 clusters Score -5161218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -5161246.500000 Penalty: 5216.564453
	Iteration 30Q: 3 clusters Score -5161246 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5161273.000000 Penalty: 5216.564453
	Iteration 31Q: 3 clusters Score -5161273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -5161284.000000 Penalty: 5216.564453
	Iteration 32Q: 3 clusters Score -5161284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5161300.000000 Penalty: 5216.564453
	Iteration 33Q: 3 clusters Score -5161300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -5161322.000000 Penalty: 5216.564453
	Iteration 34Q: 3 clusters Score -5161322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -5161331.000000 Penalty: 5216.564453
	Iteration 35Q: 3 clusters Score -5161331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -5161335.500000 Penalty: 5216.564453
	Iteration 36Q: 3 clusters Score -5161336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -5161352.500000 Penalty: 5216.564453
	Iteration 37Q: 3 clusters Score -5161352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -5161357.500000 Penalty: 5216.564453
	Iteration 38Q: 3 clusters Score -5161358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -5161367.500000 Penalty: 5216.564453
	Iteration 39Q: 3 clusters Score -5161368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5161369.000000 Penalty: 5216.564453
	Iteration 40F: 3 clusters Score -5161369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5161368.000000 Penalty: 5216.564453
	Iteration 41Q: 3 clusters Score -5161368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -5161371.000000 Penalty: 5216.564453
	Iteration 42Q: 3 clusters Score -5161371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5161372.500000 Penalty: 5216.564453
	Iteration 43Q: 3 clusters Score -5161372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -5161373.500000 Penalty: 5216.564453
	Iteration 44Q: 3 clusters Score -5161374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5161373.500000 Penalty: 5216.564453
	Iteration 45Q: 3 clusters Score -5161374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -5161371.500000 Penalty: 5216.564453
	Iteration 46Q: 3 clusters Score -5161372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -5161373.500000 Penalty: 5216.564453
	Iteration 47Q: 3 clusters Score -5161374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5161376.000000 Penalty: 5216.564453
	Iteration 48Q: 3 clusters Score -5161376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -5161375.500000 Penalty: 5216.564453
	Iteration 49Q: 3 clusters Score -5161376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -5161374.000000 Penalty: 5216.564453
	Iteration 50Q: 3 clusters Score -5161374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5161377.500000 Penalty: 5216.564453
	Iteration 51Q: 3 clusters Score -5161378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -5161377.500000 Penalty: 5216.564453
	Iteration 52F: 3 clusters Score -5161378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -630947.562500 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -630947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -626545.312500 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -626545.3 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -627853.625000 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -627853.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -628244.875000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -628244.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -628552.875000 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -628552.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -628762.562500 Penalty: 4224.329590
	Iteration 4F: 3 clusters Score -628762.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -628922.250000 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -628922.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -629081.625000 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -629081.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -629224.562500 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -629224.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -629345.187500 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -629345.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -629426.312500 Penalty: 4224.329590
	Iteration 9Q: 3 clusters Score -629426.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -629488.687500 Penalty: 4224.329590
	Iteration 10Q: 3 clusters Score -629488.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -629527.000000 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -629527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -629554.312500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -629554.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -629576.562500 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -629576.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -629587.062500 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -629587.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -629596.687500 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -629596.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -629607.250000 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -629607.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -629615.937500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -629615.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -629620.687500 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -629620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -629624.062500 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -629624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -629628.687500 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -629628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -629630.937500 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -629630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -629636.125000 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -629636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -629637.000000 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -629637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -629641.437500 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -629641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -629642.250000 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -629642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -629643.750000 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -629643.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -629646.062500 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -629646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -629647.750000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -629647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -629648.750000 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -629648.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -629650.187500 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -629650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -629652.125000 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -629652.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -629654.562500 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -629654.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -629657.312500 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -629657.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -629659.812500 Penalty: 4224.329590
	Iteration 34Q: 3 clusters Score -629659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -629663.312500 Penalty: 4224.329590
	Iteration 35Q: 3 clusters Score -629663.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -629662.375000 Penalty: 4224.329590
	Iteration 36Q: 3 clusters Score -629662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -629663.562500 Penalty: 4224.329590
	Iteration 37Q: 3 clusters Score -629663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -629664.375000 Penalty: 4224.329590
	Iteration 38Q: 3 clusters Score -629664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -629664.625000 Penalty: 4224.329590
	Iteration 39Q: 3 clusters Score -629664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -629666.312500 Penalty: 4224.329590
	Iteration 40F: 3 clusters Score -629666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -629668.250000 Penalty: 4224.329590
	Iteration 41Q: 3 clusters Score -629668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -629669.125000 Penalty: 4224.329590
	Iteration 42Q: 3 clusters Score -629669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -629669.250000 Penalty: 4224.329590
	Iteration 43Q: 3 clusters Score -629669.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -629669.125000 Penalty: 4224.329590
	Iteration 44Q: 3 clusters Score -629669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -629669.125000 Penalty: 4224.329590
	Iteration 45F: 3 clusters Score -629669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (78309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78309 members 
Entering Unmasked Estep 
Score: -11682790.000000 Penalty: 2794.567383
	Iteration 0F: 2 clusters Score -1.168279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -11630347.000000 Penalty: 5589.134766
	Iteration 0F: 3 clusters Score -1.163035e+07 nChanged 36677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -11650888.000000 Penalty: 5589.134766
	Iteration 1F: 3 clusters Score -1.165089e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -11651762.000000 Penalty: 5589.134766
	Iteration 2Q: 3 clusters Score -1.165176e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -11652805.000000 Penalty: 5589.134766
	Iteration 3Q: 3 clusters Score -1.16528e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -11654542.000000 Penalty: 5589.134766
	Iteration 4Q: 3 clusters Score -1.165454e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -11657296.000000 Penalty: 5589.134766
	Iteration 5F: 3 clusters Score -1.16573e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -11661871.000000 Penalty: 5589.134766
	Iteration 6F: 3 clusters Score -1.166187e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -11668334.000000 Penalty: 5589.134766
	Iteration 7F: 3 clusters Score -1.166833e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -11674349.000000 Penalty: 5589.134766
	Iteration 8F: 3 clusters Score -1.167435e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -11677885.000000 Penalty: 5589.134766
	Iteration 9Q: 3 clusters Score -1.167788e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11679444.000000 Penalty: 5589.134766
	Iteration 10Q: 3 clusters Score -1.167944e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11679925.000000 Penalty: 5589.134766
	Iteration 11Q: 3 clusters Score -1.167992e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11680152.000000 Penalty: 5589.134766
	Iteration 12Q: 3 clusters Score -1.168015e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11680271.000000 Penalty: 5589.134766
	Iteration 13Q: 3 clusters Score -1.168027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77955 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11680348.000000 Penalty: 5589.134766
	Iteration 14Q: 3 clusters Score -1.168035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11680387.000000 Penalty: 5589.134766
	Iteration 15Q: 3 clusters Score -1.168039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11680410.000000 Penalty: 5589.134766
	Iteration 16Q: 3 clusters Score -1.168041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11680421.000000 Penalty: 5589.134766
	Iteration 17Q: 3 clusters Score -1.168042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11680422.000000 Penalty: 5589.134766
	Iteration 18Q: 3 clusters Score -1.168042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11680429.000000 Penalty: 5589.134766
	Iteration 19Q: 3 clusters Score -1.168043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77993 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11680423.000000 Penalty: 5589.134766
	Iteration 20F: 3 clusters Score -1.168042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11680435.000000 Penalty: 5589.134766
	Iteration 21Q: 3 clusters Score -1.168044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11680436.000000 Penalty: 5589.134766
	Iteration 22Q: 3 clusters Score -1.168044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -11680447.000000 Penalty: 5589.134766
	Iteration 23Q: 3 clusters Score -1.168045e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11680439.000000 Penalty: 5589.134766
	Iteration 24Q: 3 clusters Score -1.168044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11680439.000000 Penalty: 5589.134766
	Iteration 25F: 3 clusters Score -1.168044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Entering Unmasked Estep 
Score: -1543004.625000 Penalty: 2294.391357
	Iteration 0F: 2 clusters Score -1543005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1535034.625000 Penalty: 4588.782715
	Iteration 0F: 3 clusters Score -1535035 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1537346.375000 Penalty: 4588.782715
	Iteration 1F: 3 clusters Score -1537346 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1537649.625000 Penalty: 4588.782715
	Iteration 2F: 3 clusters Score -1537650 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1537876.875000 Penalty: 4588.782715
	Iteration 3Q: 3 clusters Score -1537877 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1538051.000000 Penalty: 4588.782715
	Iteration 4Q: 3 clusters Score -1538051 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1538220.875000 Penalty: 4588.782715
	Iteration 5Q: 3 clusters Score -1538221 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1538409.625000 Penalty: 4588.782715
	Iteration 6Q: 3 clusters Score -1538410 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1538604.375000 Penalty: 4588.782715
	Iteration 7Q: 3 clusters Score -1538604 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1538824.500000 Penalty: 4588.782715
	Iteration 8Q: 3 clusters Score -1538824 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1539091.000000 Penalty: 4588.782715
	Iteration 9Q: 3 clusters Score -1539091 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1539364.375000 Penalty: 4588.782715
	Iteration 10Q: 3 clusters Score -1539364 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1539593.625000 Penalty: 4588.782715
	Iteration 11Q: 3 clusters Score -1539594 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1539779.125000 Penalty: 4588.782715
	Iteration 12Q: 3 clusters Score -1539779 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1539940.125000 Penalty: 4588.782715
	Iteration 13Q: 3 clusters Score -1539940 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1540075.500000 Penalty: 4588.782715
	Iteration 14Q: 3 clusters Score -1540076 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1540188.250000 Penalty: 4588.782715
	Iteration 15Q: 3 clusters Score -1540188 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1540311.000000 Penalty: 4588.782715
	Iteration 16Q: 3 clusters Score -1540311 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1540435.250000 Penalty: 4588.782715
	Iteration 17Q: 3 clusters Score -1540435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1540563.250000 Penalty: 4588.782715
	Iteration 18Q: 3 clusters Score -1540563 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1540679.250000 Penalty: 4588.782715
	Iteration 19Q: 3 clusters Score -1540679 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1540765.000000 Penalty: 4588.782715
	Iteration 20F: 3 clusters Score -1540765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1540829.875000 Penalty: 4588.782715
	Iteration 21Q: 3 clusters Score -1540830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1540870.625000 Penalty: 4588.782715
	Iteration 22Q: 3 clusters Score -1540871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1540918.000000 Penalty: 4588.782715
	Iteration 23Q: 3 clusters Score -1540918 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1540957.750000 Penalty: 4588.782715
	Iteration 24Q: 3 clusters Score -1540958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1540979.750000 Penalty: 4588.782715
	Iteration 25Q: 3 clusters Score -1540980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1540996.875000 Penalty: 4588.782715
	Iteration 26Q: 3 clusters Score -1540997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1541015.250000 Penalty: 4588.782715
	Iteration 27Q: 3 clusters Score -1541015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1541027.125000 Penalty: 4588.782715
	Iteration 28Q: 3 clusters Score -1541027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1541033.625000 Penalty: 4588.782715
	Iteration 29Q: 3 clusters Score -1541034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1541036.625000 Penalty: 4588.782715
	Iteration 30Q: 3 clusters Score -1541037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1541040.625000 Penalty: 4588.782715
	Iteration 31Q: 3 clusters Score -1541041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1541039.500000 Penalty: 4588.782715
	Iteration 32Q: 3 clusters Score -1541040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1541042.875000 Penalty: 4588.782715
	Iteration 33Q: 3 clusters Score -1541043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1541047.000000 Penalty: 4588.782715
	Iteration 34Q: 3 clusters Score -1541047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1541051.875000 Penalty: 4588.782715
	Iteration 35Q: 3 clusters Score -1541052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1541053.250000 Penalty: 4588.782715
	Iteration 36Q: 3 clusters Score -1541053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1541052.250000 Penalty: 4588.782715
	Iteration 37Q: 3 clusters Score -1541052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1541054.375000 Penalty: 4588.782715
	Iteration 38Q: 3 clusters Score -1541054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1541054.125000 Penalty: 4588.782715
	Iteration 39Q: 3 clusters Score -1541054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1541053.500000 Penalty: 4588.782715
	Iteration 40F: 3 clusters Score -1541054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1541055.125000 Penalty: 4588.782715
	Iteration 41Q: 3 clusters Score -1541055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1541054.500000 Penalty: 4588.782715
	Iteration 42Q: 3 clusters Score -1541054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1541054.000000 Penalty: 4588.782715
	Iteration 43Q: 3 clusters Score -1541054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1541056.375000 Penalty: 4588.782715
	Iteration 44Q: 3 clusters Score -1541056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1541055.000000 Penalty: 4588.782715
	Iteration 45Q: 3 clusters Score -1541055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1541053.625000 Penalty: 4588.782715
	Iteration 46Q: 3 clusters Score -1541054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1541053.625000 Penalty: 4588.782715
	Iteration 47F: 3 clusters Score -1541054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Entering Unmasked Estep 
Score: -647535.187500 Penalty: 2076.010742
	Iteration 0F: 2 clusters Score -647535.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -643447.750000 Penalty: 4152.021484
	Iteration 0F: 3 clusters Score -643447.8 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -644388.687500 Penalty: 4152.021484
	Iteration 1F: 3 clusters Score -644388.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -644565.937500 Penalty: 4152.021484
	Iteration 2F: 3 clusters Score -644565.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -644670.750000 Penalty: 4152.021484
	Iteration 3Q: 3 clusters Score -644670.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -644743.312500 Penalty: 4152.021484
	Iteration 4Q: 3 clusters Score -644743.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -644797.875000 Penalty: 4152.021484
	Iteration 5Q: 3 clusters Score -644797.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -644844.062500 Penalty: 4152.021484
	Iteration 6Q: 3 clusters Score -644844.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -644893.062500 Penalty: 4152.021484
	Iteration 7Q: 3 clusters Score -644893.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -644937.750000 Penalty: 4152.021484
	Iteration 8Q: 3 clusters Score -644937.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -644973.750000 Penalty: 4152.021484
	Iteration 9Q: 3 clusters Score -644973.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -645005.187500 Penalty: 4152.021484
	Iteration 10Q: 3 clusters Score -645005.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -645041.812500 Penalty: 4152.021484
	Iteration 11Q: 3 clusters Score -645041.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -645078.000000 Penalty: 4152.021484
	Iteration 12Q: 3 clusters Score -645078 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -645113.625000 Penalty: 4152.021484
	Iteration 13Q: 3 clusters Score -645113.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -645152.750000 Penalty: 4152.021484
	Iteration 14Q: 3 clusters Score -645152.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -645202.375000 Penalty: 4152.021484
	Iteration 15Q: 3 clusters Score -645202.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -645256.812500 Penalty: 4152.021484
	Iteration 16Q: 3 clusters Score -645256.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -645306.062500 Penalty: 4152.021484
	Iteration 17Q: 3 clusters Score -645306.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -645348.500000 Penalty: 4152.021484
	Iteration 18Q: 3 clusters Score -645348.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -645384.750000 Penalty: 4152.021484
	Iteration 19Q: 3 clusters Score -645384.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -645412.625000 Penalty: 4152.021484
	Iteration 20F: 3 clusters Score -645412.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -645442.562500 Penalty: 4152.021484
	Iteration 21Q: 3 clusters Score -645442.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -645459.625000 Penalty: 4152.021484
	Iteration 22Q: 3 clusters Score -645459.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -645478.500000 Penalty: 4152.021484
	Iteration 23Q: 3 clusters Score -645478.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -645489.625000 Penalty: 4152.021484
	Iteration 24Q: 3 clusters Score -645489.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -645508.500000 Penalty: 4152.021484
	Iteration 25Q: 3 clusters Score -645508.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -645527.500000 Penalty: 4152.021484
	Iteration 26Q: 3 clusters Score -645527.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -645539.937500 Penalty: 4152.021484
	Iteration 27Q: 3 clusters Score -645539.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -645550.750000 Penalty: 4152.021484
	Iteration 28Q: 3 clusters Score -645550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -645561.937500 Penalty: 4152.021484
	Iteration 29Q: 3 clusters Score -645561.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -645575.062500 Penalty: 4152.021484
	Iteration 30Q: 3 clusters Score -645575.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -645585.562500 Penalty: 4152.021484
	Iteration 31Q: 3 clusters Score -645585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -645591.812500 Penalty: 4152.021484
	Iteration 32Q: 3 clusters Score -645591.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -645598.875000 Penalty: 4152.021484
	Iteration 33Q: 3 clusters Score -645598.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -645607.312500 Penalty: 4152.021484
	Iteration 34Q: 3 clusters Score -645607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -645615.562500 Penalty: 4152.021484
	Iteration 35Q: 3 clusters Score -645615.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -645627.375000 Penalty: 4152.021484
	Iteration 36Q: 3 clusters Score -645627.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -645636.375000 Penalty: 4152.021484
	Iteration 37Q: 3 clusters Score -645636.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -645645.750000 Penalty: 4152.021484
	Iteration 38Q: 3 clusters Score -645645.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -645653.750000 Penalty: 4152.021484
	Iteration 39Q: 3 clusters Score -645653.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -645664.625000 Penalty: 4152.021484
	Iteration 40F: 3 clusters Score -645664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -645668.625000 Penalty: 4152.021484
	Iteration 41Q: 3 clusters Score -645668.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -645674.250000 Penalty: 4152.021484
	Iteration 42Q: 3 clusters Score -645674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -645675.750000 Penalty: 4152.021484
	Iteration 43Q: 3 clusters Score -645675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -645678.750000 Penalty: 4152.021484
	Iteration 44Q: 3 clusters Score -645678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -645680.062500 Penalty: 4152.021484
	Iteration 45Q: 3 clusters Score -645680.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -645681.187500 Penalty: 4152.021484
	Iteration 46Q: 3 clusters Score -645681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -645684.562500 Penalty: 4152.021484
	Iteration 47Q: 3 clusters Score -645684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -645685.500000 Penalty: 4152.021484
	Iteration 48Q: 3 clusters Score -645685.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -645688.500000 Penalty: 4152.021484
	Iteration 49Q: 3 clusters Score -645688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645687.937500 Penalty: 4152.021484
	Iteration 50Q: 3 clusters Score -645687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -645687.937500 Penalty: 4152.021484
	Iteration 51F: 3 clusters Score -645687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Entering Unmasked Estep 
Score: -2513695.750000 Penalty: 2413.547363
	Iteration 0F: 2 clusters Score -2513696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2501768.750000 Penalty: 4827.094727
	Iteration 0F: 3 clusters Score -2501769 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2505654.000000 Penalty: 4827.094727
	Iteration 1F: 3 clusters Score -2505654 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2506044.250000 Penalty: 4827.094727
	Iteration 2F: 3 clusters Score -2506044 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2506380.500000 Penalty: 4827.094727
	Iteration 3Q: 3 clusters Score -2506380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2506669.500000 Penalty: 4827.094727
	Iteration 4Q: 3 clusters Score -2506670 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2506925.750000 Penalty: 4827.094727
	Iteration 5Q: 3 clusters Score -2506926 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2507253.500000 Penalty: 4827.094727
	Iteration 6Q: 3 clusters Score -2507254 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2507674.000000 Penalty: 4827.094727
	Iteration 7Q: 3 clusters Score -2507674 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2508207.250000 Penalty: 4827.094727
	Iteration 8Q: 3 clusters Score -2508207 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2508880.750000 Penalty: 4827.094727
	Iteration 9F: 3 clusters Score -2508881 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2509695.750000 Penalty: 4827.094727
	Iteration 10F: 3 clusters Score -2509696 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2510717.750000 Penalty: 4827.094727
	Iteration 11F: 3 clusters Score -2510718 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2511818.500000 Penalty: 4827.094727
	Iteration 12F: 3 clusters Score -2511818 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2512724.000000 Penalty: 4827.094727
	Iteration 13Q: 3 clusters Score -2512724 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2513337.500000 Penalty: 4827.094727
	Iteration 14Q: 3 clusters Score -2513338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2513695.250000 Penalty: 4827.094727
	Iteration 15Q: 3 clusters Score -2513695 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2513844.500000 Penalty: 4827.094727
	Iteration 16Q: 3 clusters Score -2513844 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2513916.500000 Penalty: 4827.094727
	Iteration 17Q: 3 clusters Score -2513916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2513931.000000 Penalty: 4827.094727
	Iteration 18Q: 3 clusters Score -2513931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2513938.250000 Penalty: 4827.094727
	Iteration 19Q: 3 clusters Score -2513938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2513944.250000 Penalty: 4827.094727
	Iteration 20F: 3 clusters Score -2513944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2513945.250000 Penalty: 4827.094727
	Iteration 21Q: 3 clusters Score -2513945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2513946.500000 Penalty: 4827.094727
	Iteration 22Q: 3 clusters Score -2513946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2513952.250000 Penalty: 4827.094727
	Iteration 23Q: 3 clusters Score -2513952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2513952.750000 Penalty: 4827.094727
	Iteration 24Q: 3 clusters Score -2513953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2513951.250000 Penalty: 4827.094727
	Iteration 25Q: 3 clusters Score -2513951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2513954.250000 Penalty: 4827.094727
	Iteration 26Q: 3 clusters Score -2513954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2513952.000000 Penalty: 4827.094727
	Iteration 27Q: 3 clusters Score -2513952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2513952.000000 Penalty: 4827.094727
	Iteration 28F: 3 clusters Score -2513952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 7082 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 2174 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 9767 members 
Entering Unmasked Estep 
Score: -115071848.000000 Penalty: 175334.546875
Splitting cluster 27 changes total score from -115072448.000000 to -115071848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -1081155.625000 Penalty: 2221.622070
	Iteration 0F: 2 clusters Score -1081156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1074897.500000 Penalty: 4443.244141
	Iteration 0F: 3 clusters Score -1074898 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1076716.875000 Penalty: 4443.244141
	Iteration 1F: 3 clusters Score -1076717 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1077340.875000 Penalty: 4443.244141
	Iteration 2F: 3 clusters Score -1077341 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1077863.500000 Penalty: 4443.244141
	Iteration 3F: 3 clusters Score -1077864 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1078276.875000 Penalty: 4443.244141
	Iteration 4F: 3 clusters Score -1078277 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1078661.000000 Penalty: 4443.244141
	Iteration 5F: 3 clusters Score -1078661 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1078943.500000 Penalty: 4443.244141
	Iteration 6F: 3 clusters Score -1078944 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1079164.625000 Penalty: 4443.244141
	Iteration 7Q: 3 clusters Score -1079165 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1079372.125000 Penalty: 4443.244141
	Iteration 8Q: 3 clusters Score -1079372 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1079571.875000 Penalty: 4443.244141
	Iteration 9Q: 3 clusters Score -1079572 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1079801.750000 Penalty: 4443.244141
	Iteration 10Q: 3 clusters Score -1079802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1079984.375000 Penalty: 4443.244141
	Iteration 11Q: 3 clusters Score -1079984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1080103.125000 Penalty: 4443.244141
	Iteration 12Q: 3 clusters Score -1080103 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1080174.375000 Penalty: 4443.244141
	Iteration 13Q: 3 clusters Score -1080174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1080218.875000 Penalty: 4443.244141
	Iteration 14Q: 3 clusters Score -1080219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1080244.125000 Penalty: 4443.244141
	Iteration 15Q: 3 clusters Score -1080244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1080266.250000 Penalty: 4443.244141
	Iteration 16Q: 3 clusters Score -1080266 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1080288.500000 Penalty: 4443.244141
	Iteration 17Q: 3 clusters Score -1080288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1080305.625000 Penalty: 4443.244141
	Iteration 18Q: 3 clusters Score -1080306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1080332.250000 Penalty: 4443.244141
	Iteration 19Q: 3 clusters Score -1080332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1080351.000000 Penalty: 4443.244141
	Iteration 20F: 3 clusters Score -1080351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1080371.000000 Penalty: 4443.244141
	Iteration 21Q: 3 clusters Score -1080371 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1080401.750000 Penalty: 4443.244141
	Iteration 22Q: 3 clusters Score -1080402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1080436.375000 Penalty: 4443.244141
	Iteration 23Q: 3 clusters Score -1080436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1080461.000000 Penalty: 4443.244141
	Iteration 24Q: 3 clusters Score -1080461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1080473.875000 Penalty: 4443.244141
	Iteration 25Q: 3 clusters Score -1080474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1080485.000000 Penalty: 4443.244141
	Iteration 26Q: 3 clusters Score -1080485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1080493.000000 Penalty: 4443.244141
	Iteration 27Q: 3 clusters Score -1080493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1080505.500000 Penalty: 4443.244141
	Iteration 28Q: 3 clusters Score -1080506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1080513.750000 Penalty: 4443.244141
	Iteration 29Q: 3 clusters Score -1080514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1080522.625000 Penalty: 4443.244141
	Iteration 30Q: 3 clusters Score -1080523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1080526.375000 Penalty: 4443.244141
	Iteration 31Q: 3 clusters Score -1080526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1080533.000000 Penalty: 4443.244141
	Iteration 32Q: 3 clusters Score -1080533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1080537.000000 Penalty: 4443.244141
	Iteration 33Q: 3 clusters Score -1080537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1080543.250000 Penalty: 4443.244141
	Iteration 34Q: 3 clusters Score -1080543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1080544.250000 Penalty: 4443.244141
	Iteration 35Q: 3 clusters Score -1080544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1080543.625000 Penalty: 4443.244141
	Iteration 36Q: 3 clusters Score -1080544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1080544.875000 Penalty: 4443.244141
	Iteration 37Q: 3 clusters Score -1080545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1080544.875000 Penalty: 4443.244141
	Iteration 38F: 3 clusters Score -1080545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -29659.873047 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -29659.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28544.355469 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -28544.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28607.546875 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -28607.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28616.384766 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -28616.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28638.771484 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -28638.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28644.328125 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -28644.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28644.328125 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -28644.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (63807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Entering Unmasked Estep 
Score: -9558011.000000 Penalty: 2743.777100
	Iteration 0F: 2 clusters Score -9558011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -9515323.000000 Penalty: 5487.554199
	Iteration 0F: 3 clusters Score -9515323 nChanged 29703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -9531991.000000 Penalty: 5487.554199
	Iteration 1F: 3 clusters Score -9531991 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -9532901.000000 Penalty: 5487.554199
	Iteration 2Q: 3 clusters Score -9532901 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -9533876.000000 Penalty: 5487.554199
	Iteration 3Q: 3 clusters Score -9533876 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -9535071.000000 Penalty: 5487.554199
	Iteration 4Q: 3 clusters Score -9535071 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -9536685.000000 Penalty: 5487.554199
	Iteration 5F: 3 clusters Score -9536685 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -9538853.000000 Penalty: 5487.554199
	Iteration 6F: 3 clusters Score -9538853 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9541752.000000 Penalty: 5487.554199
	Iteration 7F: 3 clusters Score -9541752 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -9545168.000000 Penalty: 5487.554199
	Iteration 8F: 3 clusters Score -9545168 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -9548354.000000 Penalty: 5487.554199
	Iteration 9F: 3 clusters Score -9548354 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9550763.000000 Penalty: 5487.554199
	Iteration 10Q: 3 clusters Score -9550763 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9552086.000000 Penalty: 5487.554199
	Iteration 11Q: 3 clusters Score -9552086 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -9552886.000000 Penalty: 5487.554199
	Iteration 12Q: 3 clusters Score -9552886 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -9553524.000000 Penalty: 5487.554199
	Iteration 13Q: 3 clusters Score -9553524 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -9553961.000000 Penalty: 5487.554199
	Iteration 14Q: 3 clusters Score -9553961 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -9554365.000000 Penalty: 5487.554199
	Iteration 15Q: 3 clusters Score -9554365 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 55111 members 
Entering Unmasked Estep 
Score: -9554705.000000 Penalty: 5487.554199
	Iteration 16Q: 3 clusters Score -9554705 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -9555019.000000 Penalty: 5487.554199
	Iteration 17Q: 3 clusters Score -9555019 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -9555251.000000 Penalty: 5487.554199
	Iteration 18Q: 3 clusters Score -9555251 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -9555470.000000 Penalty: 5487.554199
	Iteration 19Q: 3 clusters Score -9555470 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -9555618.000000 Penalty: 5487.554199
	Iteration 20F: 3 clusters Score -9555618 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -9555718.000000 Penalty: 5487.554199
	Iteration 21Q: 3 clusters Score -9555718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -9555808.000000 Penalty: 5487.554199
	Iteration 22Q: 3 clusters Score -9555808 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -9555860.000000 Penalty: 5487.554199
	Iteration 23Q: 3 clusters Score -9555860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -9555873.000000 Penalty: 5487.554199
	Iteration 24Q: 3 clusters Score -9555873 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -9555934.000000 Penalty: 5487.554199
	Iteration 25Q: 3 clusters Score -9555934 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -9555994.000000 Penalty: 5487.554199
	Iteration 26Q: 3 clusters Score -9555994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -9556026.000000 Penalty: 5487.554199
	Iteration 27Q: 3 clusters Score -9556026 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 59465 members 
Entering Unmasked Estep 
Score: -9556104.000000 Penalty: 5487.554199
	Iteration 28Q: 3 clusters Score -9556104 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -9556160.000000 Penalty: 5487.554199
	Iteration 29Q: 3 clusters Score -9556160 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -9556222.000000 Penalty: 5487.554199
	Iteration 30Q: 3 clusters Score -9556222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -9556247.000000 Penalty: 5487.554199
	Iteration 31Q: 3 clusters Score -9556247 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 60035 members 
Entering Unmasked Estep 
Score: -9556273.000000 Penalty: 5487.554199
	Iteration 32Q: 3 clusters Score -9556273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -9556285.000000 Penalty: 5487.554199
	Iteration 33Q: 3 clusters Score -9556285 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -9556314.000000 Penalty: 5487.554199
	Iteration 34Q: 3 clusters Score -9556314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -9556328.000000 Penalty: 5487.554199
	Iteration 35Q: 3 clusters Score -9556328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -9556342.000000 Penalty: 5487.554199
	Iteration 36Q: 3 clusters Score -9556342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -9556346.000000 Penalty: 5487.554199
	Iteration 37Q: 3 clusters Score -9556346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -9556355.000000 Penalty: 5487.554199
	Iteration 38Q: 3 clusters Score -9556355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -9556356.000000 Penalty: 5487.554199
	Iteration 39Q: 3 clusters Score -9556356 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -9556364.000000 Penalty: 5487.554199
	Iteration 40F: 3 clusters Score -9556364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -9556379.000000 Penalty: 5487.554199
	Iteration 41Q: 3 clusters Score -9556379 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -9556386.000000 Penalty: 5487.554199
	Iteration 42Q: 3 clusters Score -9556386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -9556390.000000 Penalty: 5487.554199
	Iteration 43Q: 3 clusters Score -9556390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -9556407.000000 Penalty: 5487.554199
	Iteration 44Q: 3 clusters Score -9556407 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
Score: -9556417.000000 Penalty: 5487.554199
	Iteration 45Q: 3 clusters Score -9556417 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -9556422.000000 Penalty: 5487.554199
	Iteration 46Q: 3 clusters Score -9556422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -9556427.000000 Penalty: 5487.554199
	Iteration 47Q: 3 clusters Score -9556427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 61045 members 
Entering Unmasked Estep 
Score: -9556439.000000 Penalty: 5487.554199
	Iteration 48Q: 3 clusters Score -9556439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -9556449.000000 Penalty: 5487.554199
	Iteration 49Q: 3 clusters Score -9556449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -9556427.000000 Penalty: 5487.554199
	Iteration 50Q: 3 clusters Score -9556427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -9556441.000000 Penalty: 5487.554199
	Iteration 51Q: 3 clusters Score -9556441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -9556451.000000 Penalty: 5487.554199
	Iteration 52Q: 3 clusters Score -9556451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -9556454.000000 Penalty: 5487.554199
	Iteration 53Q: 3 clusters Score -9556454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -9556462.000000 Penalty: 5487.554199
	Iteration 54Q: 3 clusters Score -9556462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -9556469.000000 Penalty: 5487.554199
	Iteration 55Q: 3 clusters Score -9556469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -9556468.000000 Penalty: 5487.554199
	Iteration 56Q: 3 clusters Score -9556468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -9556474.000000 Penalty: 5487.554199
	Iteration 57Q: 3 clusters Score -9556474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 61235 members 
Entering Unmasked Estep 
Score: -9556468.000000 Penalty: 5487.554199
	Iteration 58Q: 3 clusters Score -9556468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -9556465.000000 Penalty: 5487.554199
	Iteration 59Q: 3 clusters Score -9556465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -9556473.000000 Penalty: 5487.554199
	Iteration 60F: 3 clusters Score -9556473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -9556475.000000 Penalty: 5487.554199
	Iteration 61Q: 3 clusters Score -9556475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -9556466.000000 Penalty: 5487.554199
	Iteration 62Q: 3 clusters Score -9556466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -9556476.000000 Penalty: 5487.554199
	Iteration 63Q: 3 clusters Score -9556476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -9556479.000000 Penalty: 5487.554199
	Iteration 64Q: 3 clusters Score -9556479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -9556477.000000 Penalty: 5487.554199
	Iteration 65Q: 3 clusters Score -9556477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -9556488.000000 Penalty: 5487.554199
	Iteration 66Q: 3 clusters Score -9556488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -9556501.000000 Penalty: 5487.554199
	Iteration 67Q: 3 clusters Score -9556501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -9556501.000000 Penalty: 5487.554199
	Iteration 68Q: 3 clusters Score -9556501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -9556495.000000 Penalty: 5487.554199
	Iteration 69Q: 3 clusters Score -9556495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 61347 members 
Entering Unmasked Estep 
Score: -9556504.000000 Penalty: 5487.554199
	Iteration 70Q: 3 clusters Score -9556504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -9556512.000000 Penalty: 5487.554199
	Iteration 71Q: 3 clusters Score -9556512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 61361 members 
Entering Unmasked Estep 
Score: -9556508.000000 Penalty: 5487.554199
	Iteration 72Q: 3 clusters Score -9556508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 61368 members 
Entering Unmasked Estep 
Score: -9556498.000000 Penalty: 5487.554199
	Iteration 73Q: 3 clusters Score -9556498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -9556500.000000 Penalty: 5487.554199
	Iteration 74Q: 3 clusters Score -9556500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -9556497.000000 Penalty: 5487.554199
	Iteration 75Q: 3 clusters Score -9556497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -9556497.000000 Penalty: 5487.554199
	Iteration 76F: 3 clusters Score -9556497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Entering Unmasked Estep 
Score: -2136442.500000 Penalty: 2375.369873
	Iteration 0F: 2 clusters Score -2136442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2125918.500000 Penalty: 4750.739746
	Iteration 0F: 3 clusters Score -2125918 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2129233.000000 Penalty: 4750.739746
	Iteration 1F: 3 clusters Score -2129233 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2129623.250000 Penalty: 4750.739746
	Iteration 2F: 3 clusters Score -2129623 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2129966.250000 Penalty: 4750.739746
	Iteration 3F: 3 clusters Score -2129966 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2130267.750000 Penalty: 4750.739746
	Iteration 4Q: 3 clusters Score -2130268 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2130533.750000 Penalty: 4750.739746
	Iteration 5Q: 3 clusters Score -2130534 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2130800.750000 Penalty: 4750.739746
	Iteration 6Q: 3 clusters Score -2130801 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2131009.500000 Penalty: 4750.739746
	Iteration 7Q: 3 clusters Score -2131010 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2131216.750000 Penalty: 4750.739746
	Iteration 8Q: 3 clusters Score -2131217 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2131424.750000 Penalty: 4750.739746
	Iteration 9Q: 3 clusters Score -2131425 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2131630.000000 Penalty: 4750.739746
	Iteration 10Q: 3 clusters Score -2131630 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2131811.250000 Penalty: 4750.739746
	Iteration 11Q: 3 clusters Score -2131811 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2131979.500000 Penalty: 4750.739746
	Iteration 12Q: 3 clusters Score -2131980 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2132129.500000 Penalty: 4750.739746
	Iteration 13Q: 3 clusters Score -2132130 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2132282.250000 Penalty: 4750.739746
	Iteration 14Q: 3 clusters Score -2132282 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2132419.500000 Penalty: 4750.739746
	Iteration 15Q: 3 clusters Score -2132420 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2132542.000000 Penalty: 4750.739746
	Iteration 16Q: 3 clusters Score -2132542 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2132668.750000 Penalty: 4750.739746
	Iteration 17Q: 3 clusters Score -2132669 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2132775.250000 Penalty: 4750.739746
	Iteration 18Q: 3 clusters Score -2132775 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2132886.500000 Penalty: 4750.739746
	Iteration 19Q: 3 clusters Score -2132886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2132973.750000 Penalty: 4750.739746
	Iteration 20F: 3 clusters Score -2132974 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2133045.500000 Penalty: 4750.739746
	Iteration 21Q: 3 clusters Score -2133046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2133095.000000 Penalty: 4750.739746
	Iteration 22Q: 3 clusters Score -2133095 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2133134.500000 Penalty: 4750.739746
	Iteration 23Q: 3 clusters Score -2133134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2133180.750000 Penalty: 4750.739746
	Iteration 24Q: 3 clusters Score -2133181 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2133218.250000 Penalty: 4750.739746
	Iteration 25Q: 3 clusters Score -2133218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2133240.000000 Penalty: 4750.739746
	Iteration 26Q: 3 clusters Score -2133240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2133264.250000 Penalty: 4750.739746
	Iteration 27Q: 3 clusters Score -2133264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2133285.750000 Penalty: 4750.739746
	Iteration 28Q: 3 clusters Score -2133286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2133300.750000 Penalty: 4750.739746
	Iteration 29Q: 3 clusters Score -2133301 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2133328.000000 Penalty: 4750.739746
	Iteration 30Q: 3 clusters Score -2133328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2133342.500000 Penalty: 4750.739746
	Iteration 31Q: 3 clusters Score -2133342 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2133362.000000 Penalty: 4750.739746
	Iteration 32Q: 3 clusters Score -2133362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2133362.250000 Penalty: 4750.739746
	Iteration 33Q: 3 clusters Score -2133362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2133370.750000 Penalty: 4750.739746
	Iteration 34Q: 3 clusters Score -2133371 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2133381.750000 Penalty: 4750.739746
	Iteration 35Q: 3 clusters Score -2133382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2133387.750000 Penalty: 4750.739746
	Iteration 36Q: 3 clusters Score -2133388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2133404.750000 Penalty: 4750.739746
	Iteration 37Q: 3 clusters Score -2133405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2133409.750000 Penalty: 4750.739746
	Iteration 38Q: 3 clusters Score -2133410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2133409.250000 Penalty: 4750.739746
	Iteration 39Q: 3 clusters Score -2133409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2133419.750000 Penalty: 4750.739746
	Iteration 40F: 3 clusters Score -2133420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2133433.500000 Penalty: 4750.739746
	Iteration 41Q: 3 clusters Score -2133434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2133427.250000 Penalty: 4750.739746
	Iteration 42Q: 3 clusters Score -2133427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2133432.250000 Penalty: 4750.739746
	Iteration 43Q: 3 clusters Score -2133432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2133436.250000 Penalty: 4750.739746
	Iteration 44Q: 3 clusters Score -2133436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2133441.500000 Penalty: 4750.739746
	Iteration 45Q: 3 clusters Score -2133442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2133444.250000 Penalty: 4750.739746
	Iteration 46Q: 3 clusters Score -2133444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2133460.750000 Penalty: 4750.739746
	Iteration 47Q: 3 clusters Score -2133461 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2133465.750000 Penalty: 4750.739746
	Iteration 48Q: 3 clusters Score -2133466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2133489.500000 Penalty: 4750.739746
	Iteration 49Q: 3 clusters Score -2133490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2133501.500000 Penalty: 4750.739746
	Iteration 50Q: 3 clusters Score -2133502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2133515.750000 Penalty: 4750.739746
	Iteration 51Q: 3 clusters Score -2133516 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2133529.250000 Penalty: 4750.739746
	Iteration 52Q: 3 clusters Score -2133529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2133536.500000 Penalty: 4750.739746
	Iteration 53Q: 3 clusters Score -2133536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2133542.250000 Penalty: 4750.739746
	Iteration 54Q: 3 clusters Score -2133542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2133547.750000 Penalty: 4750.739746
	Iteration 55Q: 3 clusters Score -2133548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2133557.750000 Penalty: 4750.739746
	Iteration 56Q: 3 clusters Score -2133558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2133571.250000 Penalty: 4750.739746
	Iteration 57Q: 3 clusters Score -2133571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2133584.750000 Penalty: 4750.739746
	Iteration 58Q: 3 clusters Score -2133585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2133597.000000 Penalty: 4750.739746
	Iteration 59Q: 3 clusters Score -2133597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2133605.250000 Penalty: 4750.739746
	Iteration 60F: 3 clusters Score -2133605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2133624.250000 Penalty: 4750.739746
	Iteration 61Q: 3 clusters Score -2133624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2133633.000000 Penalty: 4750.739746
	Iteration 62Q: 3 clusters Score -2133633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2133643.750000 Penalty: 4750.739746
	Iteration 63Q: 3 clusters Score -2133644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2133658.250000 Penalty: 4750.739746
	Iteration 64Q: 3 clusters Score -2133658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2133674.000000 Penalty: 4750.739746
	Iteration 65Q: 3 clusters Score -2133674 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2133680.500000 Penalty: 4750.739746
	Iteration 66Q: 3 clusters Score -2133680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2133692.000000 Penalty: 4750.739746
	Iteration 67Q: 3 clusters Score -2133692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2133706.000000 Penalty: 4750.739746
	Iteration 68Q: 3 clusters Score -2133706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2133716.250000 Penalty: 4750.739746
	Iteration 69Q: 3 clusters Score -2133716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2133718.750000 Penalty: 4750.739746
	Iteration 70Q: 3 clusters Score -2133719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2133730.500000 Penalty: 4750.739746
	Iteration 71Q: 3 clusters Score -2133730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2133738.500000 Penalty: 4750.739746
	Iteration 72Q: 3 clusters Score -2133738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2133753.000000 Penalty: 4750.739746
	Iteration 73Q: 3 clusters Score -2133753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2133766.250000 Penalty: 4750.739746
	Iteration 74Q: 3 clusters Score -2133766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2133775.250000 Penalty: 4750.739746
	Iteration 75Q: 3 clusters Score -2133775 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2133788.500000 Penalty: 4750.739746
	Iteration 76Q: 3 clusters Score -2133788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2133794.250000 Penalty: 4750.739746
	Iteration 77Q: 3 clusters Score -2133794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2133809.500000 Penalty: 4750.739746
	Iteration 78Q: 3 clusters Score -2133810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2133817.000000 Penalty: 4750.739746
	Iteration 79Q: 3 clusters Score -2133817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2133829.500000 Penalty: 4750.739746
	Iteration 80F: 3 clusters Score -2133830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2133836.000000 Penalty: 4750.739746
	Iteration 81Q: 3 clusters Score -2133836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2133840.500000 Penalty: 4750.739746
	Iteration 82Q: 3 clusters Score -2133840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2133854.000000 Penalty: 4750.739746
	Iteration 83Q: 3 clusters Score -2133854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2133856.750000 Penalty: 4750.739746
	Iteration 84Q: 3 clusters Score -2133857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2133861.000000 Penalty: 4750.739746
	Iteration 85Q: 3 clusters Score -2133861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2133868.000000 Penalty: 4750.739746
	Iteration 86Q: 3 clusters Score -2133868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2133865.500000 Penalty: 4750.739746
	Iteration 87Q: 3 clusters Score -2133866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2133873.000000 Penalty: 4750.739746
	Iteration 88Q: 3 clusters Score -2133873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2133876.750000 Penalty: 4750.739746
	Iteration 89Q: 3 clusters Score -2133877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2133874.500000 Penalty: 4750.739746
	Iteration 90Q: 3 clusters Score -2133874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2133875.000000 Penalty: 4750.739746
	Iteration 91Q: 3 clusters Score -2133875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2133879.500000 Penalty: 4750.739746
	Iteration 92Q: 3 clusters Score -2133880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2133882.250000 Penalty: 4750.739746
	Iteration 93Q: 3 clusters Score -2133882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2133883.000000 Penalty: 4750.739746
	Iteration 94Q: 3 clusters Score -2133883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2133886.750000 Penalty: 4750.739746
	Iteration 95Q: 3 clusters Score -2133887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2133885.250000 Penalty: 4750.739746
	Iteration 96Q: 3 clusters Score -2133885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2133888.000000 Penalty: 4750.739746
	Iteration 97Q: 3 clusters Score -2133888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2133885.250000 Penalty: 4750.739746
	Iteration 98Q: 3 clusters Score -2133885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2133887.500000 Penalty: 4750.739746
	Iteration 99Q: 3 clusters Score -2133888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2133890.750000 Penalty: 4750.739746
	Iteration 100F: 3 clusters Score -2133891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2133891.000000 Penalty: 4750.739746
	Iteration 101Q: 3 clusters Score -2133891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2133894.500000 Penalty: 4750.739746
	Iteration 102Q: 3 clusters Score -2133894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2133898.000000 Penalty: 4750.739746
	Iteration 103Q: 3 clusters Score -2133898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2133896.250000 Penalty: 4750.739746
	Iteration 104Q: 3 clusters Score -2133896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2133895.750000 Penalty: 4750.739746
	Iteration 105Q: 3 clusters Score -2133896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2133896.250000 Penalty: 4750.739746
	Iteration 106Q: 3 clusters Score -2133896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2133896.750000 Penalty: 4750.739746
	Iteration 107Q: 3 clusters Score -2133897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2133895.500000 Penalty: 4750.739746
	Iteration 108Q: 3 clusters Score -2133896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2133896.000000 Penalty: 4750.739746
	Iteration 109Q: 3 clusters Score -2133896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2133893.000000 Penalty: 4750.739746
	Iteration 110Q: 3 clusters Score -2133893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2133897.250000 Penalty: 4750.739746
	Iteration 111Q: 3 clusters Score -2133897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2133895.500000 Penalty: 4750.739746
	Iteration 112Q: 3 clusters Score -2133896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2133898.750000 Penalty: 4750.739746
	Iteration 113Q: 3 clusters Score -2133899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2133899.750000 Penalty: 4750.739746
	Iteration 114Q: 3 clusters Score -2133900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2133906.750000 Penalty: 4750.739746
	Iteration 115Q: 3 clusters Score -2133907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2133906.750000 Penalty: 4750.739746
	Iteration 116Q: 3 clusters Score -2133907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2133913.750000 Penalty: 4750.739746
	Iteration 117Q: 3 clusters Score -2133914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2133914.250000 Penalty: 4750.739746
	Iteration 118Q: 3 clusters Score -2133914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2133915.500000 Penalty: 4750.739746
	Iteration 119Q: 3 clusters Score -2133916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2133919.750000 Penalty: 4750.739746
	Iteration 120F: 3 clusters Score -2133920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2133919.500000 Penalty: 4750.739746
	Iteration 121Q: 3 clusters Score -2133920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2133922.500000 Penalty: 4750.739746
	Iteration 122Q: 3 clusters Score -2133922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2133923.000000 Penalty: 4750.739746
	Iteration 123Q: 3 clusters Score -2133923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2133926.250000 Penalty: 4750.739746
	Iteration 124Q: 3 clusters Score -2133926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2133933.750000 Penalty: 4750.739746
	Iteration 125Q: 3 clusters Score -2133934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2133937.250000 Penalty: 4750.739746
	Iteration 126Q: 3 clusters Score -2133937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2133947.000000 Penalty: 4750.739746
	Iteration 127Q: 3 clusters Score -2133947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2133959.750000 Penalty: 4750.739746
	Iteration 128Q: 3 clusters Score -2133960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2133962.500000 Penalty: 4750.739746
	Iteration 129Q: 3 clusters Score -2133962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2133971.000000 Penalty: 4750.739746
	Iteration 130Q: 3 clusters Score -2133971 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2133975.000000 Penalty: 4750.739746
	Iteration 131Q: 3 clusters Score -2133975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2133975.750000 Penalty: 4750.739746
	Iteration 132Q: 3 clusters Score -2133976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2133978.000000 Penalty: 4750.739746
	Iteration 133Q: 3 clusters Score -2133978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2133986.000000 Penalty: 4750.739746
	Iteration 134Q: 3 clusters Score -2133986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2133990.000000 Penalty: 4750.739746
	Iteration 135Q: 3 clusters Score -2133990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2133992.750000 Penalty: 4750.739746
	Iteration 136Q: 3 clusters Score -2133993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2133992.250000 Penalty: 4750.739746
	Iteration 137Q: 3 clusters Score -2133992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2133998.250000 Penalty: 4750.739746
	Iteration 138Q: 3 clusters Score -2133998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2134004.750000 Penalty: 4750.739746
	Iteration 139Q: 3 clusters Score -2134005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2134007.750000 Penalty: 4750.739746
	Iteration 140F: 3 clusters Score -2134008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2134011.500000 Penalty: 4750.739746
	Iteration 141Q: 3 clusters Score -2134012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2134021.000000 Penalty: 4750.739746
	Iteration 142Q: 3 clusters Score -2134021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2134021.750000 Penalty: 4750.739746
	Iteration 143Q: 3 clusters Score -2134022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2134028.000000 Penalty: 4750.739746
	Iteration 144Q: 3 clusters Score -2134028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2134037.250000 Penalty: 4750.739746
	Iteration 145Q: 3 clusters Score -2134037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2134046.250000 Penalty: 4750.739746
	Iteration 146Q: 3 clusters Score -2134046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2134054.750000 Penalty: 4750.739746
	Iteration 147Q: 3 clusters Score -2134055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2134063.000000 Penalty: 4750.739746
	Iteration 148Q: 3 clusters Score -2134063 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2134074.500000 Penalty: 4750.739746
	Iteration 149Q: 3 clusters Score -2134074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2134084.500000 Penalty: 4750.739746
	Iteration 150Q: 3 clusters Score -2134084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2134088.500000 Penalty: 4750.739746
	Iteration 151Q: 3 clusters Score -2134088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2134096.250000 Penalty: 4750.739746
	Iteration 152Q: 3 clusters Score -2134096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2134105.000000 Penalty: 4750.739746
	Iteration 153Q: 3 clusters Score -2134105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2134114.000000 Penalty: 4750.739746
	Iteration 154Q: 3 clusters Score -2134114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2134119.750000 Penalty: 4750.739746
	Iteration 155Q: 3 clusters Score -2134120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2134121.500000 Penalty: 4750.739746
	Iteration 156Q: 3 clusters Score -2134122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2134130.750000 Penalty: 4750.739746
	Iteration 157Q: 3 clusters Score -2134131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2134139.250000 Penalty: 4750.739746
	Iteration 158Q: 3 clusters Score -2134139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2134153.750000 Penalty: 4750.739746
	Iteration 159Q: 3 clusters Score -2134154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2134164.000000 Penalty: 4750.739746
	Iteration 160F: 3 clusters Score -2134164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2134175.000000 Penalty: 4750.739746
	Iteration 161Q: 3 clusters Score -2134175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2134183.750000 Penalty: 4750.739746
	Iteration 162Q: 3 clusters Score -2134184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2134199.250000 Penalty: 4750.739746
	Iteration 163Q: 3 clusters Score -2134199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2134208.750000 Penalty: 4750.739746
	Iteration 164Q: 3 clusters Score -2134209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2134222.000000 Penalty: 4750.739746
	Iteration 165Q: 3 clusters Score -2134222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2134243.000000 Penalty: 4750.739746
	Iteration 166Q: 3 clusters Score -2134243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2134267.000000 Penalty: 4750.739746
	Iteration 167Q: 3 clusters Score -2134267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2134282.000000 Penalty: 4750.739746
	Iteration 168Q: 3 clusters Score -2134282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2134299.250000 Penalty: 4750.739746
	Iteration 169Q: 3 clusters Score -2134299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2134323.500000 Penalty: 4750.739746
	Iteration 170Q: 3 clusters Score -2134324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2134340.000000 Penalty: 4750.739746
	Iteration 171Q: 3 clusters Score -2134340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2134353.000000 Penalty: 4750.739746
	Iteration 172Q: 3 clusters Score -2134353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2134367.750000 Penalty: 4750.739746
	Iteration 173Q: 3 clusters Score -2134368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2134382.500000 Penalty: 4750.739746
	Iteration 174Q: 3 clusters Score -2134382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2134406.500000 Penalty: 4750.739746
	Iteration 175Q: 3 clusters Score -2134406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2134414.750000 Penalty: 4750.739746
	Iteration 176Q: 3 clusters Score -2134415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2134428.500000 Penalty: 4750.739746
	Iteration 177Q: 3 clusters Score -2134428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2134434.750000 Penalty: 4750.739746
	Iteration 178Q: 3 clusters Score -2134435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2134447.500000 Penalty: 4750.739746
	Iteration 179Q: 3 clusters Score -2134448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2134454.250000 Penalty: 4750.739746
	Iteration 180F: 3 clusters Score -2134454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2134464.250000 Penalty: 4750.739746
	Iteration 181Q: 3 clusters Score -2134464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2134474.250000 Penalty: 4750.739746
	Iteration 182Q: 3 clusters Score -2134474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2134483.000000 Penalty: 4750.739746
	Iteration 183Q: 3 clusters Score -2134483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2134493.750000 Penalty: 4750.739746
	Iteration 184Q: 3 clusters Score -2134494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2134501.750000 Penalty: 4750.739746
	Iteration 185Q: 3 clusters Score -2134502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2134509.000000 Penalty: 4750.739746
	Iteration 186Q: 3 clusters Score -2134509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2134511.250000 Penalty: 4750.739746
	Iteration 187Q: 3 clusters Score -2134511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2134511.250000 Penalty: 4750.739746
	Iteration 188Q: 3 clusters Score -2134511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2134510.500000 Penalty: 4750.739746
	Iteration 189Q: 3 clusters Score -2134510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2134511.000000 Penalty: 4750.739746
	Iteration 190Q: 3 clusters Score -2134511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2134511.000000 Penalty: 4750.739746
	Iteration 191F: 3 clusters Score -2134511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -350983.781250 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -350983.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -348052.687500 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -348052.7 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -348884.625000 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -348884.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -349503.656250 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -349503.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -350017.937500 Penalty: 3885.072510
	Iteration 3F: 3 clusters Score -350017.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -350312.906250 Penalty: 3885.072510
	Iteration 4F: 3 clusters Score -350312.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -350422.250000 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -350422.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -350512.156250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -350512.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -350590.625000 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -350590.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -350642.937500 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -350642.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -350676.906250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -350676.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -350707.875000 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -350707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -350734.250000 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -350734.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -350762.625000 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -350762.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -350779.656250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -350779.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -350789.218750 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -350789.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -350799.843750 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -350799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -350804.843750 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -350804.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -350805.937500 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -350805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -350807.062500 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -350807.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -350807.562500 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -350807.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -350809.281250 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -350809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -350811.750000 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -350811.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -350815.437500 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -350815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -350817.781250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -350817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -350820.468750 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -350820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -350823.906250 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -350823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -350829.843750 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -350829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -350835.031250 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -350835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -350841.625000 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -350841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -350843.687500 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -350843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -350845.343750 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -350845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -350846.562500 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -350846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -350847.593750 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -350847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -350848.437500 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -350848.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -350850.031250 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -350850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -350850.281250 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -350850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -350850.937500 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -350850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -350850.562500 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -350850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -350851.281250 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -350851.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -350851.625000 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -350851.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -350851.625000 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -350851.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -1537600.125000 Penalty: 2309.732666
	Iteration 0F: 2 clusters Score -1537600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1529217.750000 Penalty: 4619.465332
	Iteration 0F: 3 clusters Score -1529218 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1532057.500000 Penalty: 4619.465332
	Iteration 1F: 3 clusters Score -1532058 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1532779.750000 Penalty: 4619.465332
	Iteration 2F: 3 clusters Score -1532780 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1533499.000000 Penalty: 4619.465332
	Iteration 3F: 3 clusters Score -1533499 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1534100.500000 Penalty: 4619.465332
	Iteration 4F: 3 clusters Score -1534100 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1534622.000000 Penalty: 4619.465332
	Iteration 5F: 3 clusters Score -1534622 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1535031.125000 Penalty: 4619.465332
	Iteration 6F: 3 clusters Score -1535031 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1535393.250000 Penalty: 4619.465332
	Iteration 7Q: 3 clusters Score -1535393 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1535730.000000 Penalty: 4619.465332
	Iteration 8Q: 3 clusters Score -1535730 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1536015.875000 Penalty: 4619.465332
	Iteration 9Q: 3 clusters Score -1536016 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1536292.750000 Penalty: 4619.465332
	Iteration 10Q: 3 clusters Score -1536293 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1536505.500000 Penalty: 4619.465332
	Iteration 11Q: 3 clusters Score -1536506 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1536633.125000 Penalty: 4619.465332
	Iteration 12Q: 3 clusters Score -1536633 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1536709.125000 Penalty: 4619.465332
	Iteration 13Q: 3 clusters Score -1536709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1536757.375000 Penalty: 4619.465332
	Iteration 14Q: 3 clusters Score -1536757 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1536788.750000 Penalty: 4619.465332
	Iteration 15Q: 3 clusters Score -1536789 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1536809.375000 Penalty: 4619.465332
	Iteration 16Q: 3 clusters Score -1536809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1536828.125000 Penalty: 4619.465332
	Iteration 17Q: 3 clusters Score -1536828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1536846.375000 Penalty: 4619.465332
	Iteration 18Q: 3 clusters Score -1536846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1536856.875000 Penalty: 4619.465332
	Iteration 19Q: 3 clusters Score -1536857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1536867.750000 Penalty: 4619.465332
	Iteration 20F: 3 clusters Score -1536868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1536870.750000 Penalty: 4619.465332
	Iteration 21Q: 3 clusters Score -1536871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1536881.500000 Penalty: 4619.465332
	Iteration 22Q: 3 clusters Score -1536882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1536892.875000 Penalty: 4619.465332
	Iteration 23Q: 3 clusters Score -1536893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1536898.000000 Penalty: 4619.465332
	Iteration 24Q: 3 clusters Score -1536898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1536907.000000 Penalty: 4619.465332
	Iteration 25Q: 3 clusters Score -1536907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1536909.500000 Penalty: 4619.465332
	Iteration 26Q: 3 clusters Score -1536910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1536916.750000 Penalty: 4619.465332
	Iteration 27Q: 3 clusters Score -1536917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1536921.500000 Penalty: 4619.465332
	Iteration 28Q: 3 clusters Score -1536922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1536925.750000 Penalty: 4619.465332
	Iteration 29Q: 3 clusters Score -1536926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1536923.875000 Penalty: 4619.465332
	Iteration 30Q: 3 clusters Score -1536924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1536927.000000 Penalty: 4619.465332
	Iteration 31Q: 3 clusters Score -1536927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1536927.375000 Penalty: 4619.465332
	Iteration 32Q: 3 clusters Score -1536927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1536929.625000 Penalty: 4619.465332
	Iteration 33Q: 3 clusters Score -1536930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1536930.750000 Penalty: 4619.465332
	Iteration 34Q: 3 clusters Score -1536931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1536931.500000 Penalty: 4619.465332
	Iteration 35Q: 3 clusters Score -1536932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1536931.500000 Penalty: 4619.465332
	Iteration 36F: 3 clusters Score -1536932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Entering Unmasked Estep 
Score: -579525.750000 Penalty: 2086.739990
	Iteration 0F: 2 clusters Score -579525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -575480.937500 Penalty: 4173.479980
	Iteration 0F: 3 clusters Score -575480.9 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -576893.437500 Penalty: 4173.479980
	Iteration 1F: 3 clusters Score -576893.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -577496.500000 Penalty: 4173.479980
	Iteration 2F: 3 clusters Score -577496.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -577886.875000 Penalty: 4173.479980
	Iteration 3F: 3 clusters Score -577886.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -578191.562500 Penalty: 4173.479980
	Iteration 4F: 3 clusters Score -578191.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -578450.937500 Penalty: 4173.479980
	Iteration 5F: 3 clusters Score -578450.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -578616.312500 Penalty: 4173.479980
	Iteration 6Q: 3 clusters Score -578616.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -578744.062500 Penalty: 4173.479980
	Iteration 7Q: 3 clusters Score -578744.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -578826.687500 Penalty: 4173.479980
	Iteration 8Q: 3 clusters Score -578826.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -578890.562500 Penalty: 4173.479980
	Iteration 9Q: 3 clusters Score -578890.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -578933.187500 Penalty: 4173.479980
	Iteration 10Q: 3 clusters Score -578933.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -578971.625000 Penalty: 4173.479980
	Iteration 11Q: 3 clusters Score -578971.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -578993.125000 Penalty: 4173.479980
	Iteration 12Q: 3 clusters Score -578993.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -579009.250000 Penalty: 4173.479980
	Iteration 13Q: 3 clusters Score -579009.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -579021.812500 Penalty: 4173.479980
	Iteration 14Q: 3 clusters Score -579021.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -579028.437500 Penalty: 4173.479980
	Iteration 15Q: 3 clusters Score -579028.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -579036.750000 Penalty: 4173.479980
	Iteration 16Q: 3 clusters Score -579036.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -579046.812500 Penalty: 4173.479980
	Iteration 17Q: 3 clusters Score -579046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -579050.375000 Penalty: 4173.479980
	Iteration 18Q: 3 clusters Score -579050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -579055.562500 Penalty: 4173.479980
	Iteration 19Q: 3 clusters Score -579055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -579061.750000 Penalty: 4173.479980
	Iteration 20F: 3 clusters Score -579061.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -579069.687500 Penalty: 4173.479980
	Iteration 21Q: 3 clusters Score -579069.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -579072.812500 Penalty: 4173.479980
	Iteration 22Q: 3 clusters Score -579072.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -579080.125000 Penalty: 4173.479980
	Iteration 23Q: 3 clusters Score -579080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -579084.500000 Penalty: 4173.479980
	Iteration 24Q: 3 clusters Score -579084.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -579090.062500 Penalty: 4173.479980
	Iteration 25Q: 3 clusters Score -579090.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -579094.062500 Penalty: 4173.479980
	Iteration 26Q: 3 clusters Score -579094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -579099.312500 Penalty: 4173.479980
	Iteration 27Q: 3 clusters Score -579099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -579102.625000 Penalty: 4173.479980
	Iteration 28Q: 3 clusters Score -579102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -579102.812500 Penalty: 4173.479980
	Iteration 29Q: 3 clusters Score -579102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -579103.062500 Penalty: 4173.479980
	Iteration 30Q: 3 clusters Score -579103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -579103.812500 Penalty: 4173.479980
	Iteration 31Q: 3 clusters Score -579103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -579103.687500 Penalty: 4173.479980
	Iteration 32Q: 3 clusters Score -579103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -579104.562500 Penalty: 4173.479980
	Iteration 33Q: 3 clusters Score -579104.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -579108.562500 Penalty: 4173.479980
	Iteration 34Q: 3 clusters Score -579108.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -579109.687500 Penalty: 4173.479980
	Iteration 35Q: 3 clusters Score -579109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -579114.187500 Penalty: 4173.479980
	Iteration 36Q: 3 clusters Score -579114.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -579115.312500 Penalty: 4173.479980
	Iteration 37Q: 3 clusters Score -579115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -579116.375000 Penalty: 4173.479980
	Iteration 38Q: 3 clusters Score -579116.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -579118.875000 Penalty: 4173.479980
	Iteration 39Q: 3 clusters Score -579118.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -579120.937500 Penalty: 4173.479980
	Iteration 40F: 3 clusters Score -579120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -579121.125000 Penalty: 4173.479980
	Iteration 41Q: 3 clusters Score -579121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -579121.437500 Penalty: 4173.479980
	Iteration 42Q: 3 clusters Score -579121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -579123.125000 Penalty: 4173.479980
	Iteration 43Q: 3 clusters Score -579123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -579123.125000 Penalty: 4173.479980
	Iteration 44Q: 3 clusters Score -579123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -579123.437500 Penalty: 4173.479980
	Iteration 45Q: 3 clusters Score -579123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -579123.500000 Penalty: 4173.479980
	Iteration 46Q: 3 clusters Score -579123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -579124.437500 Penalty: 4173.479980
	Iteration 47Q: 3 clusters Score -579124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -579124.812500 Penalty: 4173.479980
	Iteration 48Q: 3 clusters Score -579124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -579125.187500 Penalty: 4173.479980
	Iteration 49Q: 3 clusters Score -579125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -579124.750000 Penalty: 4173.479980
	Iteration 50Q: 3 clusters Score -579124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -579125.625000 Penalty: 4173.479980
	Iteration 51Q: 3 clusters Score -579125.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -579125.625000 Penalty: 4173.479980
	Iteration 52F: 3 clusters Score -579125.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Entering Unmasked Estep 
Score: -853538.187500 Penalty: 2154.861816
	Iteration 0F: 2 clusters Score -853538.2 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 3005 members 
Entering Unmasked Estep 
Score: -848500.625000 Penalty: 4309.723633
	Iteration 0F: 3 clusters Score -848500.6 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -849842.375000 Penalty: 4309.723633
	Iteration 1F: 3 clusters Score -849842.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -850233.125000 Penalty: 4309.723633
	Iteration 2F: 3 clusters Score -850233.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -850547.812500 Penalty: 4309.723633
	Iteration 3F: 3 clusters Score -850547.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -850887.812500 Penalty: 4309.723633
	Iteration 4F: 3 clusters Score -850887.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -851212.937500 Penalty: 4309.723633
	Iteration 5F: 3 clusters Score -851212.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -851513.187500 Penalty: 4309.723633
	Iteration 6F: 3 clusters Score -851513.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -851739.000000 Penalty: 4309.723633
	Iteration 7Q: 3 clusters Score -851739 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -851882.750000 Penalty: 4309.723633
	Iteration 8Q: 3 clusters Score -851882.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -851961.562500 Penalty: 4309.723633
	Iteration 9Q: 3 clusters Score -851961.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -852024.187500 Penalty: 4309.723633
	Iteration 10Q: 3 clusters Score -852024.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -852053.250000 Penalty: 4309.723633
	Iteration 11Q: 3 clusters Score -852053.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -852075.937500 Penalty: 4309.723633
	Iteration 12Q: 3 clusters Score -852075.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -852090.062500 Penalty: 4309.723633
	Iteration 13Q: 3 clusters Score -852090.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -852098.000000 Penalty: 4309.723633
	Iteration 14Q: 3 clusters Score -852098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -852104.562500 Penalty: 4309.723633
	Iteration 15Q: 3 clusters Score -852104.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -852106.500000 Penalty: 4309.723633
	Iteration 16Q: 3 clusters Score -852106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -852110.000000 Penalty: 4309.723633
	Iteration 17Q: 3 clusters Score -852110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -852109.312500 Penalty: 4309.723633
	Iteration 18Q: 3 clusters Score -852109.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -852111.500000 Penalty: 4309.723633
	Iteration 19Q: 3 clusters Score -852111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -852111.437500 Penalty: 4309.723633
	Iteration 20F: 3 clusters Score -852111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -852111.687500 Penalty: 4309.723633
	Iteration 21Q: 3 clusters Score -852111.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -852111.687500 Penalty: 4309.723633
	Iteration 22F: 3 clusters Score -852111.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -713948.937500 Penalty: 2104.197998
	Iteration 0F: 2 clusters Score -713948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -709544.750000 Penalty: 4208.395996
	Iteration 0F: 3 clusters Score -709544.8 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -710558.062500 Penalty: 4208.395996
	Iteration 1F: 3 clusters Score -710558.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -710753.437500 Penalty: 4208.395996
	Iteration 2F: 3 clusters Score -710753.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -710871.312500 Penalty: 4208.395996
	Iteration 3Q: 3 clusters Score -710871.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -710966.937500 Penalty: 4208.395996
	Iteration 4Q: 3 clusters Score -710966.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -711037.187500 Penalty: 4208.395996
	Iteration 5Q: 3 clusters Score -711037.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -711081.875000 Penalty: 4208.395996
	Iteration 6Q: 3 clusters Score -711081.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -711113.875000 Penalty: 4208.395996
	Iteration 7Q: 3 clusters Score -711113.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -711133.187500 Penalty: 4208.395996
	Iteration 8Q: 3 clusters Score -711133.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -711153.250000 Penalty: 4208.395996
	Iteration 9Q: 3 clusters Score -711153.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -711170.875000 Penalty: 4208.395996
	Iteration 10Q: 3 clusters Score -711170.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -711189.000000 Penalty: 4208.395996
	Iteration 11Q: 3 clusters Score -711189 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -711202.375000 Penalty: 4208.395996
	Iteration 12Q: 3 clusters Score -711202.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -711212.750000 Penalty: 4208.395996
	Iteration 13Q: 3 clusters Score -711212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -711224.000000 Penalty: 4208.395996
	Iteration 14Q: 3 clusters Score -711224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -711232.500000 Penalty: 4208.395996
	Iteration 15Q: 3 clusters Score -711232.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -711242.750000 Penalty: 4208.395996
	Iteration 16Q: 3 clusters Score -711242.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -711260.125000 Penalty: 4208.395996
	Iteration 17Q: 3 clusters Score -711260.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -711272.187500 Penalty: 4208.395996
	Iteration 18Q: 3 clusters Score -711272.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -711284.375000 Penalty: 4208.395996
	Iteration 19Q: 3 clusters Score -711284.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -711291.812500 Penalty: 4208.395996
	Iteration 20F: 3 clusters Score -711291.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -711299.562500 Penalty: 4208.395996
	Iteration 21Q: 3 clusters Score -711299.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -711310.437500 Penalty: 4208.395996
	Iteration 22Q: 3 clusters Score -711310.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -711319.312500 Penalty: 4208.395996
	Iteration 23Q: 3 clusters Score -711319.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -711328.375000 Penalty: 4208.395996
	Iteration 24Q: 3 clusters Score -711328.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -711337.375000 Penalty: 4208.395996
	Iteration 25Q: 3 clusters Score -711337.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -711346.937500 Penalty: 4208.395996
	Iteration 26Q: 3 clusters Score -711346.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -711355.375000 Penalty: 4208.395996
	Iteration 27Q: 3 clusters Score -711355.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -711367.937500 Penalty: 4208.395996
	Iteration 28Q: 3 clusters Score -711367.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -711375.250000 Penalty: 4208.395996
	Iteration 29Q: 3 clusters Score -711375.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -711384.812500 Penalty: 4208.395996
	Iteration 30Q: 3 clusters Score -711384.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -711398.562500 Penalty: 4208.395996
	Iteration 31Q: 3 clusters Score -711398.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -711415.250000 Penalty: 4208.395996
	Iteration 32Q: 3 clusters Score -711415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -711424.250000 Penalty: 4208.395996
	Iteration 33Q: 3 clusters Score -711424.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -711436.562500 Penalty: 4208.395996
	Iteration 34Q: 3 clusters Score -711436.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -711449.000000 Penalty: 4208.395996
	Iteration 35Q: 3 clusters Score -711449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -711458.312500 Penalty: 4208.395996
	Iteration 36Q: 3 clusters Score -711458.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -711465.562500 Penalty: 4208.395996
	Iteration 37Q: 3 clusters Score -711465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -711470.437500 Penalty: 4208.395996
	Iteration 38Q: 3 clusters Score -711470.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711475.312500 Penalty: 4208.395996
	Iteration 39Q: 3 clusters Score -711475.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -711479.750000 Penalty: 4208.395996
	Iteration 40F: 3 clusters Score -711479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -711483.375000 Penalty: 4208.395996
	Iteration 41Q: 3 clusters Score -711483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -711486.125000 Penalty: 4208.395996
	Iteration 42Q: 3 clusters Score -711486.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -711489.000000 Penalty: 4208.395996
	Iteration 43Q: 3 clusters Score -711489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -711495.062500 Penalty: 4208.395996
	Iteration 44Q: 3 clusters Score -711495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -711498.875000 Penalty: 4208.395996
	Iteration 45Q: 3 clusters Score -711498.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -711502.375000 Penalty: 4208.395996
	Iteration 46Q: 3 clusters Score -711502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -711502.500000 Penalty: 4208.395996
	Iteration 47Q: 3 clusters Score -711502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -711504.937500 Penalty: 4208.395996
	Iteration 48Q: 3 clusters Score -711504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -711506.625000 Penalty: 4208.395996
	Iteration 49Q: 3 clusters Score -711506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -711508.250000 Penalty: 4208.395996
	Iteration 50Q: 3 clusters Score -711508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -711509.750000 Penalty: 4208.395996
	Iteration 51Q: 3 clusters Score -711509.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -711509.875000 Penalty: 4208.395996
	Iteration 52Q: 3 clusters Score -711509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -711510.687500 Penalty: 4208.395996
	Iteration 53Q: 3 clusters Score -711510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -711512.750000 Penalty: 4208.395996
	Iteration 54Q: 3 clusters Score -711512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -711514.000000 Penalty: 4208.395996
	Iteration 55Q: 3 clusters Score -711514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -711513.000000 Penalty: 4208.395996
	Iteration 56Q: 3 clusters Score -711513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -711515.437500 Penalty: 4208.395996
	Iteration 57Q: 3 clusters Score -711515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -711514.437500 Penalty: 4208.395996
	Iteration 58Q: 3 clusters Score -711514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -711516.062500 Penalty: 4208.395996
	Iteration 59Q: 3 clusters Score -711516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -711518.062500 Penalty: 4208.395996
	Iteration 60F: 3 clusters Score -711518.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -711521.625000 Penalty: 4208.395996
	Iteration 61Q: 3 clusters Score -711521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -711524.062500 Penalty: 4208.395996
	Iteration 62Q: 3 clusters Score -711524.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -711527.125000 Penalty: 4208.395996
	Iteration 63Q: 3 clusters Score -711527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -711531.875000 Penalty: 4208.395996
	Iteration 64Q: 3 clusters Score -711531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -711534.312500 Penalty: 4208.395996
	Iteration 65Q: 3 clusters Score -711534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -711537.062500 Penalty: 4208.395996
	Iteration 66Q: 3 clusters Score -711537.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -711540.687500 Penalty: 4208.395996
	Iteration 67Q: 3 clusters Score -711540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -711541.875000 Penalty: 4208.395996
	Iteration 68Q: 3 clusters Score -711541.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -711545.062500 Penalty: 4208.395996
	Iteration 69Q: 3 clusters Score -711545.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -711548.625000 Penalty: 4208.395996
	Iteration 70Q: 3 clusters Score -711548.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -711550.062500 Penalty: 4208.395996
	Iteration 71Q: 3 clusters Score -711550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -711554.562500 Penalty: 4208.395996
	Iteration 72Q: 3 clusters Score -711554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -711558.562500 Penalty: 4208.395996
	Iteration 73Q: 3 clusters Score -711558.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -711563.187500 Penalty: 4208.395996
	Iteration 74Q: 3 clusters Score -711563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -711570.437500 Penalty: 4208.395996
	Iteration 75Q: 3 clusters Score -711570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -711575.750000 Penalty: 4208.395996
	Iteration 76Q: 3 clusters Score -711575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -711581.937500 Penalty: 4208.395996
	Iteration 77Q: 3 clusters Score -711581.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -711588.062500 Penalty: 4208.395996
	Iteration 78Q: 3 clusters Score -711588.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -711595.375000 Penalty: 4208.395996
	Iteration 79Q: 3 clusters Score -711595.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -711600.687500 Penalty: 4208.395996
	Iteration 80F: 3 clusters Score -711600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -711607.875000 Penalty: 4208.395996
	Iteration 81Q: 3 clusters Score -711607.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -711616.875000 Penalty: 4208.395996
	Iteration 82Q: 3 clusters Score -711616.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -711629.562500 Penalty: 4208.395996
	Iteration 83Q: 3 clusters Score -711629.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -711643.812500 Penalty: 4208.395996
	Iteration 84Q: 3 clusters Score -711643.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -711665.000000 Penalty: 4208.395996
	Iteration 85Q: 3 clusters Score -711665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -711691.187500 Penalty: 4208.395996
	Iteration 86Q: 3 clusters Score -711691.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -711718.812500 Penalty: 4208.395996
	Iteration 87Q: 3 clusters Score -711718.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -711733.562500 Penalty: 4208.395996
	Iteration 88Q: 3 clusters Score -711733.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -711749.250000 Penalty: 4208.395996
	Iteration 89Q: 3 clusters Score -711749.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -711768.687500 Penalty: 4208.395996
	Iteration 90Q: 3 clusters Score -711768.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -711783.250000 Penalty: 4208.395996
	Iteration 91Q: 3 clusters Score -711783.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -711799.687500 Penalty: 4208.395996
	Iteration 92Q: 3 clusters Score -711799.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -711811.062500 Penalty: 4208.395996
	Iteration 93Q: 3 clusters Score -711811.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -711824.187500 Penalty: 4208.395996
	Iteration 94Q: 3 clusters Score -711824.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -711836.812500 Penalty: 4208.395996
	Iteration 95Q: 3 clusters Score -711836.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -711857.375000 Penalty: 4208.395996
	Iteration 96Q: 3 clusters Score -711857.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -711889.500000 Penalty: 4208.395996
	Iteration 97Q: 3 clusters Score -711889.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -711921.312500 Penalty: 4208.395996
	Iteration 98Q: 3 clusters Score -711921.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -711941.875000 Penalty: 4208.395996
	Iteration 99Q: 3 clusters Score -711941.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -711961.312500 Penalty: 4208.395996
	Iteration 100F: 3 clusters Score -711961.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -711978.812500 Penalty: 4208.395996
	Iteration 101Q: 3 clusters Score -711978.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -711998.000000 Penalty: 4208.395996
	Iteration 102Q: 3 clusters Score -711998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -712015.750000 Penalty: 4208.395996
	Iteration 103Q: 3 clusters Score -712015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -712026.500000 Penalty: 4208.395996
	Iteration 104Q: 3 clusters Score -712026.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -712035.312500 Penalty: 4208.395996
	Iteration 105Q: 3 clusters Score -712035.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -712045.687500 Penalty: 4208.395996
	Iteration 106Q: 3 clusters Score -712045.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -712055.812500 Penalty: 4208.395996
	Iteration 107Q: 3 clusters Score -712055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -712063.125000 Penalty: 4208.395996
	Iteration 108Q: 3 clusters Score -712063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -712069.875000 Penalty: 4208.395996
	Iteration 109Q: 3 clusters Score -712069.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -712072.437500 Penalty: 4208.395996
	Iteration 110Q: 3 clusters Score -712072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -712073.875000 Penalty: 4208.395996
	Iteration 111Q: 3 clusters Score -712073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -712075.875000 Penalty: 4208.395996
	Iteration 112Q: 3 clusters Score -712075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -712076.062500 Penalty: 4208.395996
	Iteration 113Q: 3 clusters Score -712076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -712079.125000 Penalty: 4208.395996
	Iteration 114Q: 3 clusters Score -712079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -712080.187500 Penalty: 4208.395996
	Iteration 115Q: 3 clusters Score -712080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -712086.937500 Penalty: 4208.395996
	Iteration 116Q: 3 clusters Score -712086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -712092.875000 Penalty: 4208.395996
	Iteration 117Q: 3 clusters Score -712092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -712098.875000 Penalty: 4208.395996
	Iteration 118Q: 3 clusters Score -712098.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -712105.625000 Penalty: 4208.395996
	Iteration 119Q: 3 clusters Score -712105.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -712107.437500 Penalty: 4208.395996
	Iteration 120F: 3 clusters Score -712107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -712107.562500 Penalty: 4208.395996
	Iteration 121Q: 3 clusters Score -712107.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -712107.562500 Penalty: 4208.395996
	Iteration 122F: 3 clusters Score -712107.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -112776.773438 Penalty: 1667.808350
	Iteration 0F: 2 clusters Score -112776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111003.546875 Penalty: 3335.616699
	Iteration 0F: 3 clusters Score -111003.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111329.117188 Penalty: 3335.616699
	Iteration 1F: 3 clusters Score -111329.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111464.218750 Penalty: 3335.616699
	Iteration 2F: 3 clusters Score -111464.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111527.585938 Penalty: 3335.616699
	Iteration 3Q: 3 clusters Score -111527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111560.843750 Penalty: 3335.616699
	Iteration 4Q: 3 clusters Score -111560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111580.945312 Penalty: 3335.616699
	Iteration 5Q: 3 clusters Score -111580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111602.968750 Penalty: 3335.616699
	Iteration 6Q: 3 clusters Score -111603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111611.789062 Penalty: 3335.616699
	Iteration 7Q: 3 clusters Score -111611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111616.750000 Penalty: 3335.616699
	Iteration 8Q: 3 clusters Score -111616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111621.226562 Penalty: 3335.616699
	Iteration 9Q: 3 clusters Score -111621.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111642.414062 Penalty: 3335.616699
	Iteration 10Q: 3 clusters Score -111642.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111678.554688 Penalty: 3335.616699
	Iteration 11Q: 3 clusters Score -111678.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111712.851562 Penalty: 3335.616699
	Iteration 12Q: 3 clusters Score -111712.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111742.539062 Penalty: 3335.616699
	Iteration 13Q: 3 clusters Score -111742.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -111760.929688 Penalty: 3335.616699
	Iteration 14Q: 3 clusters Score -111760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111784.984375 Penalty: 3335.616699
	Iteration 15Q: 3 clusters Score -111785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111819.523438 Penalty: 3335.616699
	Iteration 16Q: 3 clusters Score -111819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111847.562500 Penalty: 3335.616699
	Iteration 17Q: 3 clusters Score -111847.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111902.171875 Penalty: 3335.616699
	Iteration 18Q: 3 clusters Score -111902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111947.828125 Penalty: 3335.616699
	Iteration 19Q: 3 clusters Score -111947.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111993.367188 Penalty: 3335.616699
	Iteration 20F: 3 clusters Score -111993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112020.656250 Penalty: 3335.616699
	Iteration 21Q: 3 clusters Score -112020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112056.750000 Penalty: 3335.616699
	Iteration 22Q: 3 clusters Score -112056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112082.203125 Penalty: 3335.616699
	Iteration 23Q: 3 clusters Score -112082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112102.570312 Penalty: 3335.616699
	Iteration 24Q: 3 clusters Score -112102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -112116.734375 Penalty: 3335.616699
	Iteration 25Q: 3 clusters Score -112116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112130.679688 Penalty: 3335.616699
	Iteration 26Q: 3 clusters Score -112130.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -112135.765625 Penalty: 3335.616699
	Iteration 27Q: 3 clusters Score -112135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112144.585938 Penalty: 3335.616699
	Iteration 28Q: 3 clusters Score -112144.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112152.609375 Penalty: 3335.616699
	Iteration 29Q: 3 clusters Score -112152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -112161.835938 Penalty: 3335.616699
	Iteration 30Q: 3 clusters Score -112161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112163.031250 Penalty: 3335.616699
	Iteration 31Q: 3 clusters Score -112163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112164.335938 Penalty: 3335.616699
	Iteration 32Q: 3 clusters Score -112164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112164.671875 Penalty: 3335.616699
	Iteration 33Q: 3 clusters Score -112164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112166.093750 Penalty: 3335.616699
	Iteration 34Q: 3 clusters Score -112166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -112166.093750 Penalty: 3335.616699
	Iteration 35F: 3 clusters Score -112166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -396729.062500 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -396729.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -393479.812500 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -393479.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -394237.812500 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -394237.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -394554.687500 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -394554.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -394788.250000 Penalty: 3969.170166
	Iteration 3F: 3 clusters Score -394788.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -395029.875000 Penalty: 3969.170166
	Iteration 4F: 3 clusters Score -395029.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -395292.312500 Penalty: 3969.170166
	Iteration 5F: 3 clusters Score -395292.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -395538.375000 Penalty: 3969.170166
	Iteration 6F: 3 clusters Score -395538.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -395750.156250 Penalty: 3969.170166
	Iteration 7F: 3 clusters Score -395750.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -395905.406250 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -395905.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -395990.281250 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -395990.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -396035.875000 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -396035.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -396057.218750 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -396057.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -396083.406250 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -396083.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -396112.187500 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -396112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -396132.312500 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -396132.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -396143.562500 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -396143.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -396151.343750 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -396151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -396154.468750 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -396154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -396156.312500 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -396156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396159.781250 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -396159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -396162.875000 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -396162.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -396165.656250 Penalty: 3969.170166
	Iteration 21Q: 3 clusters Score -396165.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -396168.156250 Penalty: 3969.170166
	Iteration 22Q: 3 clusters Score -396168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -396168.468750 Penalty: 3969.170166
	Iteration 23Q: 3 clusters Score -396168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -396169.687500 Penalty: 3969.170166
	Iteration 24Q: 3 clusters Score -396169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -396170.375000 Penalty: 3969.170166
	Iteration 25Q: 3 clusters Score -396170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -396171.031250 Penalty: 3969.170166
	Iteration 26Q: 3 clusters Score -396171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -396171.656250 Penalty: 3969.170166
	Iteration 27Q: 3 clusters Score -396171.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -396171.656250 Penalty: 3969.170166
	Iteration 28F: 3 clusters Score -396171.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -1423094.250000 Penalty: 2274.943115
	Iteration 0F: 2 clusters Score -1423094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1415639.250000 Penalty: 4549.886230
	Iteration 0F: 3 clusters Score -1415639 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1417856.000000 Penalty: 4549.886230
	Iteration 1F: 3 clusters Score -1417856 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1418174.375000 Penalty: 4549.886230
	Iteration 2F: 3 clusters Score -1418174 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1418374.750000 Penalty: 4549.886230
	Iteration 3Q: 3 clusters Score -1418375 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1418532.500000 Penalty: 4549.886230
	Iteration 4Q: 3 clusters Score -1418532 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1418683.375000 Penalty: 4549.886230
	Iteration 5Q: 3 clusters Score -1418683 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1418795.625000 Penalty: 4549.886230
	Iteration 6Q: 3 clusters Score -1418796 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1418882.750000 Penalty: 4549.886230
	Iteration 7Q: 3 clusters Score -1418883 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1418998.000000 Penalty: 4549.886230
	Iteration 8Q: 3 clusters Score -1418998 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1419121.500000 Penalty: 4549.886230
	Iteration 9Q: 3 clusters Score -1419122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1419231.875000 Penalty: 4549.886230
	Iteration 10Q: 3 clusters Score -1419232 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1419350.500000 Penalty: 4549.886230
	Iteration 11Q: 3 clusters Score -1419350 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1419486.375000 Penalty: 4549.886230
	Iteration 12Q: 3 clusters Score -1419486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1419611.250000 Penalty: 4549.886230
	Iteration 13Q: 3 clusters Score -1419611 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1419744.250000 Penalty: 4549.886230
	Iteration 14Q: 3 clusters Score -1419744 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1419877.375000 Penalty: 4549.886230
	Iteration 15Q: 3 clusters Score -1419877 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1420041.625000 Penalty: 4549.886230
	Iteration 16Q: 3 clusters Score -1420042 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1420192.750000 Penalty: 4549.886230
	Iteration 17Q: 3 clusters Score -1420193 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1420335.625000 Penalty: 4549.886230
	Iteration 18Q: 3 clusters Score -1420336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1420451.250000 Penalty: 4549.886230
	Iteration 19Q: 3 clusters Score -1420451 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1420559.625000 Penalty: 4549.886230
	Iteration 20F: 3 clusters Score -1420560 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1420633.000000 Penalty: 4549.886230
	Iteration 21Q: 3 clusters Score -1420633 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1420703.250000 Penalty: 4549.886230
	Iteration 22Q: 3 clusters Score -1420703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1420763.500000 Penalty: 4549.886230
	Iteration 23Q: 3 clusters Score -1420764 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1420798.750000 Penalty: 4549.886230
	Iteration 24Q: 3 clusters Score -1420799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1420828.125000 Penalty: 4549.886230
	Iteration 25Q: 3 clusters Score -1420828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1420855.250000 Penalty: 4549.886230
	Iteration 26Q: 3 clusters Score -1420855 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1420884.500000 Penalty: 4549.886230
	Iteration 27Q: 3 clusters Score -1420884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1420902.250000 Penalty: 4549.886230
	Iteration 28Q: 3 clusters Score -1420902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1420913.500000 Penalty: 4549.886230
	Iteration 29Q: 3 clusters Score -1420914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1420932.500000 Penalty: 4549.886230
	Iteration 30Q: 3 clusters Score -1420932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1420955.125000 Penalty: 4549.886230
	Iteration 31Q: 3 clusters Score -1420955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1420979.875000 Penalty: 4549.886230
	Iteration 32Q: 3 clusters Score -1420980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1421023.125000 Penalty: 4549.886230
	Iteration 33Q: 3 clusters Score -1421023 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1421065.625000 Penalty: 4549.886230
	Iteration 34Q: 3 clusters Score -1421066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1421121.250000 Penalty: 4549.886230
	Iteration 35Q: 3 clusters Score -1421121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1421179.000000 Penalty: 4549.886230
	Iteration 36Q: 3 clusters Score -1421179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1421231.750000 Penalty: 4549.886230
	Iteration 37Q: 3 clusters Score -1421232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1421269.125000 Penalty: 4549.886230
	Iteration 38Q: 3 clusters Score -1421269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1421293.250000 Penalty: 4549.886230
	Iteration 39Q: 3 clusters Score -1421293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1421303.625000 Penalty: 4549.886230
	Iteration 40F: 3 clusters Score -1421304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1421312.250000 Penalty: 4549.886230
	Iteration 41Q: 3 clusters Score -1421312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1421323.250000 Penalty: 4549.886230
	Iteration 42Q: 3 clusters Score -1421323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1421332.625000 Penalty: 4549.886230
	Iteration 43Q: 3 clusters Score -1421333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1421338.750000 Penalty: 4549.886230
	Iteration 44Q: 3 clusters Score -1421339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1421346.625000 Penalty: 4549.886230
	Iteration 45Q: 3 clusters Score -1421347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1421354.000000 Penalty: 4549.886230
	Iteration 46Q: 3 clusters Score -1421354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1421365.125000 Penalty: 4549.886230
	Iteration 47Q: 3 clusters Score -1421365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1421374.750000 Penalty: 4549.886230
	Iteration 48Q: 3 clusters Score -1421375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1421381.625000 Penalty: 4549.886230
	Iteration 49Q: 3 clusters Score -1421382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1421387.000000 Penalty: 4549.886230
	Iteration 50Q: 3 clusters Score -1421387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1421386.625000 Penalty: 4549.886230
	Iteration 51Q: 3 clusters Score -1421387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1421390.625000 Penalty: 4549.886230
	Iteration 52Q: 3 clusters Score -1421391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1421395.125000 Penalty: 4549.886230
	Iteration 53Q: 3 clusters Score -1421395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1421397.000000 Penalty: 4549.886230
	Iteration 54Q: 3 clusters Score -1421397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1421402.375000 Penalty: 4549.886230
	Iteration 55Q: 3 clusters Score -1421402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1421402.375000 Penalty: 4549.886230
	Iteration 56Q: 3 clusters Score -1421402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1421403.625000 Penalty: 4549.886230
	Iteration 57Q: 3 clusters Score -1421404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1421405.125000 Penalty: 4549.886230
	Iteration 58Q: 3 clusters Score -1421405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1421405.500000 Penalty: 4549.886230
	Iteration 59Q: 3 clusters Score -1421406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1421405.500000 Penalty: 4549.886230
	Iteration 60F: 3 clusters Score -1421406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -266130.218750 Penalty: 1860.815796
	Iteration 0F: 2 clusters Score -266130.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -263625.250000 Penalty: 3721.631592
	Iteration 0F: 3 clusters Score -263625.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264062.468750 Penalty: 3721.631592
	Iteration 1F: 3 clusters Score -264062.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -264193.000000 Penalty: 3721.631592
	Iteration 2F: 3 clusters Score -264193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -264257.937500 Penalty: 3721.631592
	Iteration 3Q: 3 clusters Score -264257.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264301.781250 Penalty: 3721.631592
	Iteration 4Q: 3 clusters Score -264301.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264336.593750 Penalty: 3721.631592
	Iteration 5Q: 3 clusters Score -264336.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -264364.843750 Penalty: 3721.631592
	Iteration 6Q: 3 clusters Score -264364.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -264375.281250 Penalty: 3721.631592
	Iteration 7Q: 3 clusters Score -264375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -264383.593750 Penalty: 3721.631592
	Iteration 8Q: 3 clusters Score -264383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -264392.875000 Penalty: 3721.631592
	Iteration 9Q: 3 clusters Score -264392.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264403.062500 Penalty: 3721.631592
	Iteration 10Q: 3 clusters Score -264403.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264410.687500 Penalty: 3721.631592
	Iteration 11Q: 3 clusters Score -264410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -264418.093750 Penalty: 3721.631592
	Iteration 12Q: 3 clusters Score -264418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -264422.843750 Penalty: 3721.631592
	Iteration 13Q: 3 clusters Score -264422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264426.468750 Penalty: 3721.631592
	Iteration 14Q: 3 clusters Score -264426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264428.937500 Penalty: 3721.631592
	Iteration 15Q: 3 clusters Score -264428.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -264434.187500 Penalty: 3721.631592
	Iteration 16Q: 3 clusters Score -264434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -264438.093750 Penalty: 3721.631592
	Iteration 17Q: 3 clusters Score -264438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264444.031250 Penalty: 3721.631592
	Iteration 18Q: 3 clusters Score -264444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -264449.375000 Penalty: 3721.631592
	Iteration 19Q: 3 clusters Score -264449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -264454.531250 Penalty: 3721.631592
	Iteration 20F: 3 clusters Score -264454.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -264457.250000 Penalty: 3721.631592
	Iteration 21Q: 3 clusters Score -264457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -264463.531250 Penalty: 3721.631592
	Iteration 22Q: 3 clusters Score -264463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -264470.562500 Penalty: 3721.631592
	Iteration 23Q: 3 clusters Score -264470.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -264475.531250 Penalty: 3721.631592
	Iteration 24Q: 3 clusters Score -264475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -264478.906250 Penalty: 3721.631592
	Iteration 25Q: 3 clusters Score -264478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -264483.343750 Penalty: 3721.631592
	Iteration 26Q: 3 clusters Score -264483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -264486.593750 Penalty: 3721.631592
	Iteration 27Q: 3 clusters Score -264486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -264489.125000 Penalty: 3721.631592
	Iteration 28Q: 3 clusters Score -264489.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -264493.437500 Penalty: 3721.631592
	Iteration 29Q: 3 clusters Score -264493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -264495.687500 Penalty: 3721.631592
	Iteration 30Q: 3 clusters Score -264495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -264500.062500 Penalty: 3721.631592
	Iteration 31Q: 3 clusters Score -264500.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -264505.312500 Penalty: 3721.631592
	Iteration 32Q: 3 clusters Score -264505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -264514.406250 Penalty: 3721.631592
	Iteration 33Q: 3 clusters Score -264514.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -264535.750000 Penalty: 3721.631592
	Iteration 34Q: 3 clusters Score -264535.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -264551.031250 Penalty: 3721.631592
	Iteration 35Q: 3 clusters Score -264551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -264560.187500 Penalty: 3721.631592
	Iteration 36Q: 3 clusters Score -264560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -264563.656250 Penalty: 3721.631592
	Iteration 37Q: 3 clusters Score -264563.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -264570.093750 Penalty: 3721.631592
	Iteration 38Q: 3 clusters Score -264570.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -264574.218750 Penalty: 3721.631592
	Iteration 39Q: 3 clusters Score -264574.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -264577.375000 Penalty: 3721.631592
	Iteration 40F: 3 clusters Score -264577.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -264580.812500 Penalty: 3721.631592
	Iteration 41Q: 3 clusters Score -264580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -264585.250000 Penalty: 3721.631592
	Iteration 42Q: 3 clusters Score -264585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -264589.843750 Penalty: 3721.631592
	Iteration 43Q: 3 clusters Score -264589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -264594.062500 Penalty: 3721.631592
	Iteration 44Q: 3 clusters Score -264594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -264599.718750 Penalty: 3721.631592
	Iteration 45Q: 3 clusters Score -264599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -264608.968750 Penalty: 3721.631592
	Iteration 46Q: 3 clusters Score -264609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -264620.750000 Penalty: 3721.631592
	Iteration 47Q: 3 clusters Score -264620.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -264633.718750 Penalty: 3721.631592
	Iteration 48Q: 3 clusters Score -264633.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -264645.531250 Penalty: 3721.631592
	Iteration 49Q: 3 clusters Score -264645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -264654.968750 Penalty: 3721.631592
	Iteration 50Q: 3 clusters Score -264655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -264655.406250 Penalty: 3721.631592
	Iteration 51Q: 3 clusters Score -264655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -264655.406250 Penalty: 3721.631592
	Iteration 52F: 3 clusters Score -264655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (54297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Entering Unmasked Estep 
Score: -8070890.000000 Penalty: 2703.751709
	Iteration 0F: 2 clusters Score -8070890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8034554.000000 Penalty: 5407.503418
	Iteration 0F: 3 clusters Score -8034554 nChanged 25074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -8048786.500000 Penalty: 5407.503418
	Iteration 1F: 3 clusters Score -8048786 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -8049697.500000 Penalty: 5407.503418
	Iteration 2Q: 3 clusters Score -8049698 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -8050739.000000 Penalty: 5407.503418
	Iteration 3Q: 3 clusters Score -8050739 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8051946.000000 Penalty: 5407.503418
	Iteration 4Q: 3 clusters Score -8051946 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -8053479.000000 Penalty: 5407.503418
	Iteration 5F: 3 clusters Score -8053479 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8055231.000000 Penalty: 5407.503418
	Iteration 6F: 3 clusters Score -8055231 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8057431.500000 Penalty: 5407.503418
	Iteration 7F: 3 clusters Score -8057432 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -8059581.000000 Penalty: 5407.503418
	Iteration 8F: 3 clusters Score -8059581 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -8061356.500000 Penalty: 5407.503418
	Iteration 9Q: 3 clusters Score -8061356 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -8062562.500000 Penalty: 5407.503418
	Iteration 10Q: 3 clusters Score -8062562 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -8063475.000000 Penalty: 5407.503418
	Iteration 11Q: 3 clusters Score -8063475 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8064270.000000 Penalty: 5407.503418
	Iteration 12Q: 3 clusters Score -8064270 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -8065062.500000 Penalty: 5407.503418
	Iteration 13Q: 3 clusters Score -8065062 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -8065787.500000 Penalty: 5407.503418
	Iteration 14Q: 3 clusters Score -8065788 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8066537.000000 Penalty: 5407.503418
	Iteration 15Q: 3 clusters Score -8066537 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8067100.500000 Penalty: 5407.503418
	Iteration 16Q: 3 clusters Score -8067100 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8067689.000000 Penalty: 5407.503418
	Iteration 17Q: 3 clusters Score -8067689 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8068272.000000 Penalty: 5407.503418
	Iteration 18Q: 3 clusters Score -8068272 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8068720.000000 Penalty: 5407.503418
	Iteration 19Q: 3 clusters Score -8068720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8069073.500000 Penalty: 5407.503418
	Iteration 20F: 3 clusters Score -8069074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8069364.500000 Penalty: 5407.503418
	Iteration 21Q: 3 clusters Score -8069364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8069495.000000 Penalty: 5407.503418
	Iteration 22Q: 3 clusters Score -8069495 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8069549.500000 Penalty: 5407.503418
	Iteration 23Q: 3 clusters Score -8069550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8069583.500000 Penalty: 5407.503418
	Iteration 24Q: 3 clusters Score -8069584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8069586.500000 Penalty: 5407.503418
	Iteration 25Q: 3 clusters Score -8069586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8069568.500000 Penalty: 5407.503418
	Iteration 26Q: 3 clusters Score -8069568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8069572.000000 Penalty: 5407.503418
	Iteration 27Q: 3 clusters Score -8069572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8069567.500000 Penalty: 5407.503418
	Iteration 28Q: 3 clusters Score -8069568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8069571.000000 Penalty: 5407.503418
	Iteration 29Q: 3 clusters Score -8069571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8069563.000000 Penalty: 5407.503418
	Iteration 30Q: 3 clusters Score -8069563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8069578.500000 Penalty: 5407.503418
	Iteration 31Q: 3 clusters Score -8069578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8069584.000000 Penalty: 5407.503418
	Iteration 32Q: 3 clusters Score -8069584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8069583.500000 Penalty: 5407.503418
	Iteration 33Q: 3 clusters Score -8069584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8069596.000000 Penalty: 5407.503418
	Iteration 34Q: 3 clusters Score -8069596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8069583.500000 Penalty: 5407.503418
	Iteration 35Q: 3 clusters Score -8069584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8069583.500000 Penalty: 5407.503418
	Iteration 36F: 3 clusters Score -8069584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Entering Unmasked Estep 
Score: -1637096.500000 Penalty: 2308.296875
	Iteration 0F: 2 clusters Score -1637096 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 5465 members 
Entering Unmasked Estep 
Score: -1628770.000000 Penalty: 4616.593750
	Iteration 0F: 3 clusters Score -1628770 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1631477.750000 Penalty: 4616.593750
	Iteration 1F: 3 clusters Score -1631478 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1631988.500000 Penalty: 4616.593750
	Iteration 2F: 3 clusters Score -1631988 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1632667.125000 Penalty: 4616.593750
	Iteration 3F: 3 clusters Score -1632667 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1633495.125000 Penalty: 4616.593750
	Iteration 4F: 3 clusters Score -1633495 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1634348.000000 Penalty: 4616.593750
	Iteration 5F: 3 clusters Score -1634348 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1634972.875000 Penalty: 4616.593750
	Iteration 6F: 3 clusters Score -1634973 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1635339.250000 Penalty: 4616.593750
	Iteration 7F: 3 clusters Score -1635339 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1635540.875000 Penalty: 4616.593750
	Iteration 8Q: 3 clusters Score -1635541 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1635649.250000 Penalty: 4616.593750
	Iteration 9Q: 3 clusters Score -1635649 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1635697.125000 Penalty: 4616.593750
	Iteration 10Q: 3 clusters Score -1635697 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1635730.375000 Penalty: 4616.593750
	Iteration 11Q: 3 clusters Score -1635730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1635757.375000 Penalty: 4616.593750
	Iteration 12Q: 3 clusters Score -1635757 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1635774.125000 Penalty: 4616.593750
	Iteration 13Q: 3 clusters Score -1635774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1635789.750000 Penalty: 4616.593750
	Iteration 14Q: 3 clusters Score -1635790 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1635807.125000 Penalty: 4616.593750
	Iteration 15Q: 3 clusters Score -1635807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1635816.375000 Penalty: 4616.593750
	Iteration 16Q: 3 clusters Score -1635816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1635820.750000 Penalty: 4616.593750
	Iteration 17Q: 3 clusters Score -1635821 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1635828.125000 Penalty: 4616.593750
	Iteration 18Q: 3 clusters Score -1635828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1635832.000000 Penalty: 4616.593750
	Iteration 19Q: 3 clusters Score -1635832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1635833.625000 Penalty: 4616.593750
	Iteration 20F: 3 clusters Score -1635834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1635842.000000 Penalty: 4616.593750
	Iteration 21Q: 3 clusters Score -1635842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1635847.625000 Penalty: 4616.593750
	Iteration 22Q: 3 clusters Score -1635848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1635850.250000 Penalty: 4616.593750
	Iteration 23Q: 3 clusters Score -1635850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1635855.375000 Penalty: 4616.593750
	Iteration 24Q: 3 clusters Score -1635855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1635865.000000 Penalty: 4616.593750
	Iteration 25Q: 3 clusters Score -1635865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1635866.625000 Penalty: 4616.593750
	Iteration 26Q: 3 clusters Score -1635867 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1635877.625000 Penalty: 4616.593750
	Iteration 27Q: 3 clusters Score -1635878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1635888.250000 Penalty: 4616.593750
	Iteration 28Q: 3 clusters Score -1635888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1635904.500000 Penalty: 4616.593750
	Iteration 29Q: 3 clusters Score -1635904 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1635917.875000 Penalty: 4616.593750
	Iteration 30Q: 3 clusters Score -1635918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1635931.375000 Penalty: 4616.593750
	Iteration 31Q: 3 clusters Score -1635931 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1635949.125000 Penalty: 4616.593750
	Iteration 32Q: 3 clusters Score -1635949 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1635981.125000 Penalty: 4616.593750
	Iteration 33Q: 3 clusters Score -1635981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1636006.500000 Penalty: 4616.593750
	Iteration 34Q: 3 clusters Score -1636006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1636043.750000 Penalty: 4616.593750
	Iteration 35Q: 3 clusters Score -1636044 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1636072.875000 Penalty: 4616.593750
	Iteration 36Q: 3 clusters Score -1636073 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1636113.375000 Penalty: 4616.593750
	Iteration 37Q: 3 clusters Score -1636113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1636146.375000 Penalty: 4616.593750
	Iteration 38Q: 3 clusters Score -1636146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1636182.000000 Penalty: 4616.593750
	Iteration 39Q: 3 clusters Score -1636182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1636217.875000 Penalty: 4616.593750
	Iteration 40F: 3 clusters Score -1636218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1636250.375000 Penalty: 4616.593750
	Iteration 41Q: 3 clusters Score -1636250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1636279.500000 Penalty: 4616.593750
	Iteration 42Q: 3 clusters Score -1636280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1636304.000000 Penalty: 4616.593750
	Iteration 43Q: 3 clusters Score -1636304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1636338.125000 Penalty: 4616.593750
	Iteration 44Q: 3 clusters Score -1636338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1636370.875000 Penalty: 4616.593750
	Iteration 45Q: 3 clusters Score -1636371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1636406.750000 Penalty: 4616.593750
	Iteration 46Q: 3 clusters Score -1636407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1636435.250000 Penalty: 4616.593750
	Iteration 47Q: 3 clusters Score -1636435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1636458.000000 Penalty: 4616.593750
	Iteration 48Q: 3 clusters Score -1636458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1636472.250000 Penalty: 4616.593750
	Iteration 49Q: 3 clusters Score -1636472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1636482.500000 Penalty: 4616.593750
	Iteration 50Q: 3 clusters Score -1636482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1636493.250000 Penalty: 4616.593750
	Iteration 51Q: 3 clusters Score -1636493 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1636500.875000 Penalty: 4616.593750
	Iteration 52Q: 3 clusters Score -1636501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1636507.875000 Penalty: 4616.593750
	Iteration 53Q: 3 clusters Score -1636508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1636514.250000 Penalty: 4616.593750
	Iteration 54Q: 3 clusters Score -1636514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1636518.625000 Penalty: 4616.593750
	Iteration 55Q: 3 clusters Score -1636519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1636520.250000 Penalty: 4616.593750
	Iteration 56Q: 3 clusters Score -1636520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1636521.625000 Penalty: 4616.593750
	Iteration 57Q: 3 clusters Score -1636522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1636524.250000 Penalty: 4616.593750
	Iteration 58Q: 3 clusters Score -1636524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1636526.625000 Penalty: 4616.593750
	Iteration 59Q: 3 clusters Score -1636527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1636523.500000 Penalty: 4616.593750
	Iteration 60F: 3 clusters Score -1636524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1636524.500000 Penalty: 4616.593750
	Iteration 61Q: 3 clusters Score -1636524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1636529.000000 Penalty: 4616.593750
	Iteration 62Q: 3 clusters Score -1636529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1636529.000000 Penalty: 4616.593750
	Iteration 63F: 3 clusters Score -1636529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (2174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Entering Unmasked Estep 
Score: -297563.437500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -297563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -294877.906250 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -294877.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -295785.625000 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -295785.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -296416.250000 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -296416.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -296854.281250 Penalty: 3811.424805
	Iteration 3F: 3 clusters Score -296854.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -297178.093750 Penalty: 3811.424805
	Iteration 4F: 3 clusters Score -297178.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -297364.562500 Penalty: 3811.424805
	Iteration 5F: 3 clusters Score -297364.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -297450.656250 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -297450.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -297509.406250 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -297509.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297541.468750 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -297541.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -297563.218750 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -297563.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -297580.375000 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -297580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297584.281250 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -297584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -297587.187500 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -297587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -297590.281250 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -297590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -297596.343750 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -297596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -297608.031250 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -297608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297616.593750 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -297616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297621.781250 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -297621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -297631.906250 Penalty: 3811.424805
	Iteration 18Q: 3 clusters Score -297631.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -297641.468750 Penalty: 3811.424805
	Iteration 19Q: 3 clusters Score -297641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297657.187500 Penalty: 3811.424805
	Iteration 20F: 3 clusters Score -297657.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -297665.625000 Penalty: 3811.424805
	Iteration 21Q: 3 clusters Score -297665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -297671.437500 Penalty: 3811.424805
	Iteration 22Q: 3 clusters Score -297671.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -297678.812500 Penalty: 3811.424805
	Iteration 23Q: 3 clusters Score -297678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -297689.437500 Penalty: 3811.424805
	Iteration 24Q: 3 clusters Score -297689.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -297698.250000 Penalty: 3811.424805
	Iteration 25Q: 3 clusters Score -297698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -297708.031250 Penalty: 3811.424805
	Iteration 26Q: 3 clusters Score -297708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -297714.406250 Penalty: 3811.424805
	Iteration 27Q: 3 clusters Score -297714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -297721.093750 Penalty: 3811.424805
	Iteration 28Q: 3 clusters Score -297721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297728.468750 Penalty: 3811.424805
	Iteration 29Q: 3 clusters Score -297728.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -297738.875000 Penalty: 3811.424805
	Iteration 30Q: 3 clusters Score -297738.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297741.750000 Penalty: 3811.424805
	Iteration 31Q: 3 clusters Score -297741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -297743.000000 Penalty: 3811.424805
	Iteration 32Q: 3 clusters Score -297743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297745.062500 Penalty: 3811.424805
	Iteration 33Q: 3 clusters Score -297745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297745.750000 Penalty: 3811.424805
	Iteration 34Q: 3 clusters Score -297745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297746.718750 Penalty: 3811.424805
	Iteration 35Q: 3 clusters Score -297746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297750.437500 Penalty: 3811.424805
	Iteration 36Q: 3 clusters Score -297750.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -297753.843750 Penalty: 3811.424805
	Iteration 37Q: 3 clusters Score -297753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297756.281250 Penalty: 3811.424805
	Iteration 38Q: 3 clusters Score -297756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -297758.000000 Penalty: 3811.424805
	Iteration 39Q: 3 clusters Score -297758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297764.312500 Penalty: 3811.424805
	Iteration 40F: 3 clusters Score -297764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297775.968750 Penalty: 3811.424805
	Iteration 41Q: 3 clusters Score -297776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297783.781250 Penalty: 3811.424805
	Iteration 42Q: 3 clusters Score -297783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297791.375000 Penalty: 3811.424805
	Iteration 43Q: 3 clusters Score -297791.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297793.718750 Penalty: 3811.424805
	Iteration 44Q: 3 clusters Score -297793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297795.187500 Penalty: 3811.424805
	Iteration 45Q: 3 clusters Score -297795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -297797.125000 Penalty: 3811.424805
	Iteration 46Q: 3 clusters Score -297797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -297798.812500 Penalty: 3811.424805
	Iteration 47Q: 3 clusters Score -297798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297799.968750 Penalty: 3811.424805
	Iteration 48Q: 3 clusters Score -297800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297802.812500 Penalty: 3811.424805
	Iteration 49Q: 3 clusters Score -297802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297806.156250 Penalty: 3811.424805
	Iteration 50Q: 3 clusters Score -297806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -297812.656250 Penalty: 3811.424805
	Iteration 51Q: 3 clusters Score -297812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297815.062500 Penalty: 3811.424805
	Iteration 52Q: 3 clusters Score -297815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -297816.375000 Penalty: 3811.424805
	Iteration 53Q: 3 clusters Score -297816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297817.343750 Penalty: 3811.424805
	Iteration 54Q: 3 clusters Score -297817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297817.343750 Penalty: 3811.424805
	Iteration 55F: 3 clusters Score -297817.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 875 members 
Mstep: Class 4 contains 7200 members 
Mstep: Class 5 contains 11770 members 
Mstep: Class 6 contains 37207 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 3821 members 
Mstep: Class 9 contains 68284 members 
Mstep: Class 10 contains 7740 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 8479 members 
Mstep: Class 13 contains 20009 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 21630 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 18914 members 
Mstep: Class 20 contains 492 members 
Mstep: Class 21 contains 92136 members 
Mstep: Class 22 contains 36948 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 78309 members 
Mstep: Class 25 contains 10421 members 
Mstep: Class 26 contains 4320 members 
Mstep: Class 27 contains 16849 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 226 members 
Mstep: Class 30 contains 63807 members 
Mstep: Class 31 contains 14445 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 11086 members 
Mstep: Class 34 contains 4511 members 
Mstep: Class 35 contains 5937 members 
Mstep: Class 36 contains 4840 members 
Mstep: Class 37 contains 833 members 
Mstep: Class 38 contains 2988 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 1814 members 
Mstep: Class 41 contains 54297 members 
Mstep: Class 42 contains 11022 members 
Mstep: Class 43 contains 1136 members 
Mstep: Class 44 contains 6141 members 
Mstep: Class 45 contains 5077 members 
Mstep: Class 46 contains 696 members 
Mstep: Class 47 contains 26257 members 
Mstep: Class 48 contains 785 members 
Mstep: Class 49 contains 641 members 
Mstep: Class 50 contains 7196 members 
Mstep: Class 51 contains 1147 members 
Mstep: Class 52 contains 1038 members 
Entering Unmasked Estep 
Score: -115071104.000000 Penalty: 175334.546875
Splitting cluster 43 changes total score from -115072448.000000 to -115071104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 44 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -890267.437500 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -890267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -885011.125000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -885011.1 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -886379.000000 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -886379 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -886702.875000 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -886702.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -886987.500000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -886987.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -887302.812500 Penalty: 4326.480469
	Iteration 4F: 3 clusters Score -887302.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -887632.437500 Penalty: 4326.480469
	Iteration 5F: 3 clusters Score -887632.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -887967.937500 Penalty: 4326.480469
	Iteration 6F: 3 clusters Score -887967.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -888254.000000 Penalty: 4326.480469
	Iteration 7F: 3 clusters Score -888254 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -888432.000000 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -888432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -888550.437500 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -888550.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -888621.000000 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -888621 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -888663.187500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -888663.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -888689.312500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -888689.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -888704.937500 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -888704.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -888716.875000 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -888716.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -888725.937500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -888725.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -888731.312500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -888731.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -888736.500000 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -888736.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -888739.125000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -888739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -888741.187500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -888741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -888742.687500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -888742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -888743.750000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -888743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -888744.500000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -888744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -888744.812500 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -888744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -888747.687500 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -888747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -888747.937500 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -888747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -888746.125000 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -888746.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -888746.125000 Penalty: 4326.480469
	Iteration 27F: 3 clusters Score -888746.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -736071.937500 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -736071.9 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 2601 members 
Entering Unmasked Estep 
Score: -731540.687500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -731540.7 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -732664.312500 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -732664.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -732922.937500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -732922.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -733134.687500 Penalty: 4232.107910
	Iteration 3F: 3 clusters Score -733134.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -733319.937500 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -733319.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -733498.812500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -733498.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -733681.312500 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -733681.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -733853.437500 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -733853.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -734010.312500 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -734010.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -734120.187500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -734120.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -734204.812500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -734204.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -734284.375000 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -734284.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -734353.875000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -734353.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -734413.312500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -734413.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -734473.500000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -734473.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -734504.312500 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -734504.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -734522.500000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -734522.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -734535.437500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -734535.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -734548.312500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -734548.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -734560.375000 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -734560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -734576.875000 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -734576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -734583.250000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -734583.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -734586.625000 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -734586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -734587.312500 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -734587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -734589.375000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -734589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -734592.125000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -734592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -734596.187500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -734596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -734598.812500 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -734598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -734600.437500 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -734600.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -734601.625000 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -734601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -734601.375000 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -734601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -734604.000000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -734604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -734607.062500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -734607.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -734607.812500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -734607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -734613.562500 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -734613.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -734620.250000 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -734620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -734623.437500 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -734623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -734628.375000 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -734628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -734629.687500 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -734629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -734630.000000 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -734630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -734630.000000 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -734630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -96498.484375 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -96498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94758.046875 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -94758.05 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94990.703125 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -94990.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95082.812500 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -95082.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95134.390625 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -95134.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95172.632812 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -95172.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95210.789062 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -95210.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95239.726562 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -95239.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -95257.109375 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -95257.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95276.585938 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -95276.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95296.500000 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -95296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95318.515625 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -95318.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95360.687500 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -95360.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95405.335938 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -95405.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95427.320312 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -95427.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95450.765625 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -95450.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95470.343750 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -95470.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95522.054688 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -95522.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95550.945312 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -95550.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -95563.140625 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -95563.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95572.703125 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -95572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95576.046875 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -95576.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95583.742188 Penalty: 3246.493408
	Iteration 21Q: 3 clusters Score -95583.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -95587.421875 Penalty: 3246.493408
	Iteration 22Q: 3 clusters Score -95587.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95594.750000 Penalty: 3246.493408
	Iteration 23Q: 3 clusters Score -95594.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95597.648438 Penalty: 3246.493408
	Iteration 24Q: 3 clusters Score -95597.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95599.953125 Penalty: 3246.493408
	Iteration 25Q: 3 clusters Score -95599.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95599.953125 Penalty: 3246.493408
	Iteration 26F: 3 clusters Score -95599.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (26257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Entering Unmasked Estep 
Score: -3932950.000000 Penalty: 2523.570557
	Iteration 0F: 2 clusters Score -3932950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3914819.750000 Penalty: 5047.141113
	Iteration 0F: 3 clusters Score -3914820 nChanged 11721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3921068.250000 Penalty: 5047.141113
	Iteration 1F: 3 clusters Score -3921068 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -3921460.250000 Penalty: 5047.141113
	Iteration 2Q: 3 clusters Score -3921460 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -3921792.750000 Penalty: 5047.141113
	Iteration 3Q: 3 clusters Score -3921793 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3922083.250000 Penalty: 5047.141113
	Iteration 4Q: 3 clusters Score -3922083 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -3922449.250000 Penalty: 5047.141113
	Iteration 5Q: 3 clusters Score -3922449 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -3922910.250000 Penalty: 5047.141113
	Iteration 6Q: 3 clusters Score -3922910 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3923554.250000 Penalty: 5047.141113
	Iteration 7Q: 3 clusters Score -3923554 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -3924418.000000 Penalty: 5047.141113
	Iteration 8F: 3 clusters Score -3924418 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3925524.750000 Penalty: 5047.141113
	Iteration 9F: 3 clusters Score -3925525 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3926816.000000 Penalty: 5047.141113
	Iteration 10F: 3 clusters Score -3926816 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -3928047.750000 Penalty: 5047.141113
	Iteration 11F: 3 clusters Score -3928048 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3929109.500000 Penalty: 5047.141113
	Iteration 12Q: 3 clusters Score -3929110 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3929888.750000 Penalty: 5047.141113
	Iteration 13Q: 3 clusters Score -3929889 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3930388.750000 Penalty: 5047.141113
	Iteration 14Q: 3 clusters Score -3930389 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3930719.250000 Penalty: 5047.141113
	Iteration 15Q: 3 clusters Score -3930719 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3930906.750000 Penalty: 5047.141113
	Iteration 16Q: 3 clusters Score -3930907 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3931018.500000 Penalty: 5047.141113
	Iteration 17Q: 3 clusters Score -3931018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3931076.000000 Penalty: 5047.141113
	Iteration 18Q: 3 clusters Score -3931076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3931117.000000 Penalty: 5047.141113
	Iteration 19Q: 3 clusters Score -3931117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3931149.500000 Penalty: 5047.141113
	Iteration 20F: 3 clusters Score -3931150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3931170.250000 Penalty: 5047.141113
	Iteration 21Q: 3 clusters Score -3931170 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3931187.000000 Penalty: 5047.141113
	Iteration 22Q: 3 clusters Score -3931187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3931206.250000 Penalty: 5047.141113
	Iteration 23Q: 3 clusters Score -3931206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3931210.000000 Penalty: 5047.141113
	Iteration 24Q: 3 clusters Score -3931210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3931230.000000 Penalty: 5047.141113
	Iteration 25Q: 3 clusters Score -3931230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3931236.000000 Penalty: 5047.141113
	Iteration 26Q: 3 clusters Score -3931236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3931236.000000 Penalty: 5047.141113
	Iteration 27Q: 3 clusters Score -3931236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3931238.000000 Penalty: 5047.141113
	Iteration 28Q: 3 clusters Score -3931238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3931239.000000 Penalty: 5047.141113
	Iteration 29Q: 3 clusters Score -3931239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3931238.250000 Penalty: 5047.141113
	Iteration 30Q: 3 clusters Score -3931238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3931239.000000 Penalty: 5047.141113
	Iteration 31Q: 3 clusters Score -3931239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3931241.500000 Penalty: 5047.141113
	Iteration 32Q: 3 clusters Score -3931242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3931239.250000 Penalty: 5047.141113
	Iteration 33Q: 3 clusters Score -3931239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3931240.500000 Penalty: 5047.141113
	Iteration 34Q: 3 clusters Score -3931240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3931240.500000 Penalty: 5047.141113
	Iteration 35F: 3 clusters Score -3931240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96561.359375 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96561.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -94867.953125 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -94867.95 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95318.945312 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95318.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95541.515625 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95541.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95689.015625 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95689.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95798.382812 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95798.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95877.750000 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95877.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95922.898438 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -95922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95936.734375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -95936.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -95951.546875 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -95951.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95969.046875 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -95969.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95993.679688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -95993.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96005.195312 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96005.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96016.468750 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -96016.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96018.031250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -96018.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -96018.031250 Penalty: 3306.179199
	Iteration 14F: 3 clusters Score -96018.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -88207.867188 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -88207.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86529.203125 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -86529.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86709.804688 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -86709.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86795.390625 Penalty: 3205.662598
	Iteration 2F: 3 clusters Score -86795.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86827.500000 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -86827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86842.257812 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -86842.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86847.445312 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -86847.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86853.765625 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -86853.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86856.398438 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -86856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86859.132812 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -86859.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86859.132812 Penalty: 3205.662598
	Iteration 9F: 3 clusters Score -86859.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -1069088.375000 Penalty: 2202.557617
	Iteration 0F: 2 clusters Score -1069088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1063220.875000 Penalty: 4405.115234
	Iteration 0F: 3 clusters Score -1063221 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1064801.125000 Penalty: 4405.115234
	Iteration 1F: 3 clusters Score -1064801 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1065012.000000 Penalty: 4405.115234
	Iteration 2F: 3 clusters Score -1065012 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1065143.000000 Penalty: 4405.115234
	Iteration 3Q: 3 clusters Score -1065143 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1065227.000000 Penalty: 4405.115234
	Iteration 4Q: 3 clusters Score -1065227 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1065297.250000 Penalty: 4405.115234
	Iteration 5Q: 3 clusters Score -1065297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1065368.000000 Penalty: 4405.115234
	Iteration 6Q: 3 clusters Score -1065368 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1065440.125000 Penalty: 4405.115234
	Iteration 7Q: 3 clusters Score -1065440 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1065507.250000 Penalty: 4405.115234
	Iteration 8Q: 3 clusters Score -1065507 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1065570.250000 Penalty: 4405.115234
	Iteration 9Q: 3 clusters Score -1065570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1065635.250000 Penalty: 4405.115234
	Iteration 10Q: 3 clusters Score -1065635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1065688.875000 Penalty: 4405.115234
	Iteration 11Q: 3 clusters Score -1065689 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1065737.625000 Penalty: 4405.115234
	Iteration 12Q: 3 clusters Score -1065738 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1065778.250000 Penalty: 4405.115234
	Iteration 13Q: 3 clusters Score -1065778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1065809.125000 Penalty: 4405.115234
	Iteration 14Q: 3 clusters Score -1065809 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1065843.000000 Penalty: 4405.115234
	Iteration 15Q: 3 clusters Score -1065843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1065878.625000 Penalty: 4405.115234
	Iteration 16Q: 3 clusters Score -1065879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1065914.875000 Penalty: 4405.115234
	Iteration 17Q: 3 clusters Score -1065915 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1065949.250000 Penalty: 4405.115234
	Iteration 18Q: 3 clusters Score -1065949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1065976.125000 Penalty: 4405.115234
	Iteration 19Q: 3 clusters Score -1065976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1066005.000000 Penalty: 4405.115234
	Iteration 20F: 3 clusters Score -1066005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1066028.000000 Penalty: 4405.115234
	Iteration 21Q: 3 clusters Score -1066028 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1066044.875000 Penalty: 4405.115234
	Iteration 22Q: 3 clusters Score -1066045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1066054.750000 Penalty: 4405.115234
	Iteration 23Q: 3 clusters Score -1066055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1066067.250000 Penalty: 4405.115234
	Iteration 24Q: 3 clusters Score -1066067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1066080.750000 Penalty: 4405.115234
	Iteration 25Q: 3 clusters Score -1066081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1066090.125000 Penalty: 4405.115234
	Iteration 26Q: 3 clusters Score -1066090 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1066101.500000 Penalty: 4405.115234
	Iteration 27Q: 3 clusters Score -1066102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1066113.625000 Penalty: 4405.115234
	Iteration 28Q: 3 clusters Score -1066114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1066127.125000 Penalty: 4405.115234
	Iteration 29Q: 3 clusters Score -1066127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1066133.875000 Penalty: 4405.115234
	Iteration 30Q: 3 clusters Score -1066134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1066143.250000 Penalty: 4405.115234
	Iteration 31Q: 3 clusters Score -1066143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1066151.125000 Penalty: 4405.115234
	Iteration 32Q: 3 clusters Score -1066151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1066159.875000 Penalty: 4405.115234
	Iteration 33Q: 3 clusters Score -1066160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1066174.375000 Penalty: 4405.115234
	Iteration 34Q: 3 clusters Score -1066174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1066197.875000 Penalty: 4405.115234
	Iteration 35Q: 3 clusters Score -1066198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1066219.250000 Penalty: 4405.115234
	Iteration 36Q: 3 clusters Score -1066219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1066242.625000 Penalty: 4405.115234
	Iteration 37Q: 3 clusters Score -1066243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1066265.625000 Penalty: 4405.115234
	Iteration 38Q: 3 clusters Score -1066266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1066293.250000 Penalty: 4405.115234
	Iteration 39Q: 3 clusters Score -1066293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1066324.625000 Penalty: 4405.115234
	Iteration 40F: 3 clusters Score -1066325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1066361.625000 Penalty: 4405.115234
	Iteration 41Q: 3 clusters Score -1066362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1066392.250000 Penalty: 4405.115234
	Iteration 42Q: 3 clusters Score -1066392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1066420.250000 Penalty: 4405.115234
	Iteration 43Q: 3 clusters Score -1066420 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1066460.250000 Penalty: 4405.115234
	Iteration 44Q: 3 clusters Score -1066460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1066514.875000 Penalty: 4405.115234
	Iteration 45Q: 3 clusters Score -1066515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1066562.750000 Penalty: 4405.115234
	Iteration 46Q: 3 clusters Score -1066563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1066605.375000 Penalty: 4405.115234
	Iteration 47Q: 3 clusters Score -1066605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1066655.250000 Penalty: 4405.115234
	Iteration 48Q: 3 clusters Score -1066655 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1066712.375000 Penalty: 4405.115234
	Iteration 49Q: 3 clusters Score -1066712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1066773.750000 Penalty: 4405.115234
	Iteration 50Q: 3 clusters Score -1066774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1066820.375000 Penalty: 4405.115234
	Iteration 51Q: 3 clusters Score -1066820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1066864.625000 Penalty: 4405.115234
	Iteration 52Q: 3 clusters Score -1066865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1066908.625000 Penalty: 4405.115234
	Iteration 53Q: 3 clusters Score -1066909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1066942.625000 Penalty: 4405.115234
	Iteration 54Q: 3 clusters Score -1066943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1066991.625000 Penalty: 4405.115234
	Iteration 55Q: 3 clusters Score -1066992 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1067045.625000 Penalty: 4405.115234
	Iteration 56Q: 3 clusters Score -1067046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1067085.875000 Penalty: 4405.115234
	Iteration 57Q: 3 clusters Score -1067086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1067126.500000 Penalty: 4405.115234
	Iteration 58Q: 3 clusters Score -1067126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1067162.000000 Penalty: 4405.115234
	Iteration 59Q: 3 clusters Score -1067162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1067199.125000 Penalty: 4405.115234
	Iteration 60F: 3 clusters Score -1067199 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1067230.125000 Penalty: 4405.115234
	Iteration 61Q: 3 clusters Score -1067230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1067251.500000 Penalty: 4405.115234
	Iteration 62Q: 3 clusters Score -1067252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1067267.500000 Penalty: 4405.115234
	Iteration 63Q: 3 clusters Score -1067268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1067283.125000 Penalty: 4405.115234
	Iteration 64Q: 3 clusters Score -1067283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1067294.875000 Penalty: 4405.115234
	Iteration 65Q: 3 clusters Score -1067295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1067300.625000 Penalty: 4405.115234
	Iteration 66Q: 3 clusters Score -1067301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1067306.375000 Penalty: 4405.115234
	Iteration 67Q: 3 clusters Score -1067306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1067311.875000 Penalty: 4405.115234
	Iteration 68Q: 3 clusters Score -1067312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1067314.625000 Penalty: 4405.115234
	Iteration 69Q: 3 clusters Score -1067315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1067317.375000 Penalty: 4405.115234
	Iteration 70Q: 3 clusters Score -1067317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1067320.125000 Penalty: 4405.115234
	Iteration 71Q: 3 clusters Score -1067320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1067324.000000 Penalty: 4405.115234
	Iteration 72Q: 3 clusters Score -1067324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1067324.750000 Penalty: 4405.115234
	Iteration 73Q: 3 clusters Score -1067325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1067327.125000 Penalty: 4405.115234
	Iteration 74Q: 3 clusters Score -1067327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1067328.375000 Penalty: 4405.115234
	Iteration 75Q: 3 clusters Score -1067328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1067329.625000 Penalty: 4405.115234
	Iteration 76Q: 3 clusters Score -1067330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1067329.250000 Penalty: 4405.115234
	Iteration 77Q: 3 clusters Score -1067329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1067332.250000 Penalty: 4405.115234
	Iteration 78Q: 3 clusters Score -1067332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1067333.750000 Penalty: 4405.115234
	Iteration 79Q: 3 clusters Score -1067334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1067334.625000 Penalty: 4405.115234
	Iteration 80F: 3 clusters Score -1067335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1067333.875000 Penalty: 4405.115234
	Iteration 81Q: 3 clusters Score -1067334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1067337.000000 Penalty: 4405.115234
	Iteration 82Q: 3 clusters Score -1067337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1067337.375000 Penalty: 4405.115234
	Iteration 83Q: 3 clusters Score -1067337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1067338.250000 Penalty: 4405.115234
	Iteration 84Q: 3 clusters Score -1067338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1067338.250000 Penalty: 4405.115234
	Iteration 85F: 3 clusters Score -1067338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -164899.359375 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -164899.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162875.125000 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -162875.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -163191.640625 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -163191.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163306.218750 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -163306.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -163376.703125 Penalty: 3494.272949
	Iteration 3Q: 3 clusters Score -163376.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -163431.609375 Penalty: 3494.272949
	Iteration 4Q: 3 clusters Score -163431.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163474.812500 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -163474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163506.656250 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -163506.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163540.312500 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -163540.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163573.703125 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -163573.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -163603.640625 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -163603.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163634.343750 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -163634.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163656.562500 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -163656.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163686.187500 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -163686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163717.203125 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -163717.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -163752.484375 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -163752.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163787.484375 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -163787.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -163820.875000 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -163820.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163837.093750 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -163837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163855.687500 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -163855.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163876.500000 Penalty: 3494.272949
	Iteration 19Q: 3 clusters Score -163876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163896.875000 Penalty: 3494.272949
	Iteration 20F: 3 clusters Score -163896.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163921.968750 Penalty: 3494.272949
	Iteration 21Q: 3 clusters Score -163922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -163941.250000 Penalty: 3494.272949
	Iteration 22Q: 3 clusters Score -163941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -163967.796875 Penalty: 3494.272949
	Iteration 23Q: 3 clusters Score -163967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -163996.546875 Penalty: 3494.272949
	Iteration 24Q: 3 clusters Score -163996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164019.625000 Penalty: 3494.272949
	Iteration 25Q: 3 clusters Score -164019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164037.328125 Penalty: 3494.272949
	Iteration 26Q: 3 clusters Score -164037.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164043.109375 Penalty: 3494.272949
	Iteration 27Q: 3 clusters Score -164043.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -164044.109375 Penalty: 3494.272949
	Iteration 28Q: 3 clusters Score -164044.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164049.218750 Penalty: 3494.272949
	Iteration 29Q: 3 clusters Score -164049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164057.859375 Penalty: 3494.272949
	Iteration 30Q: 3 clusters Score -164057.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164062.953125 Penalty: 3494.272949
	Iteration 31Q: 3 clusters Score -164063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164075.734375 Penalty: 3494.272949
	Iteration 32Q: 3 clusters Score -164075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -164081.125000 Penalty: 3494.272949
	Iteration 33Q: 3 clusters Score -164081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -164093.718750 Penalty: 3494.272949
	Iteration 34Q: 3 clusters Score -164093.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -164112.437500 Penalty: 3494.272949
	Iteration 35Q: 3 clusters Score -164112.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -164119.859375 Penalty: 3494.272949
	Iteration 36Q: 3 clusters Score -164119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164128.671875 Penalty: 3494.272949
	Iteration 37Q: 3 clusters Score -164128.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -164137.890625 Penalty: 3494.272949
	Iteration 38Q: 3 clusters Score -164137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -164140.437500 Penalty: 3494.272949
	Iteration 39Q: 3 clusters Score -164140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -164143.000000 Penalty: 3494.272949
	Iteration 40F: 3 clusters Score -164143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -164148.531250 Penalty: 3494.272949
	Iteration 41Q: 3 clusters Score -164148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -164153.578125 Penalty: 3494.272949
	Iteration 42Q: 3 clusters Score -164153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164157.734375 Penalty: 3494.272949
	Iteration 43Q: 3 clusters Score -164157.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164158.640625 Penalty: 3494.272949
	Iteration 44Q: 3 clusters Score -164158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164158.640625 Penalty: 3494.272949
	Iteration 45F: 3 clusters Score -164158.6 nChanged 0
--- Evaluating fit on full set of 2408835 points ---
Entering Unmasked Estep 
Score: -345651936.000000 Penalty: 185857.984375
20->52 Clusters: Score -345651936.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 802945 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 40135 members 
Mstep: Class 3 contains 40059 members 
Mstep: Class 4 contains 40080 members 
Mstep: Class 5 contains 40358 members 
Mstep: Class 6 contains 40158 members 
Mstep: Class 7 contains 40115 members 
Mstep: Class 8 contains 40053 members 
Mstep: Class 9 contains 40410 members 
Mstep: Class 10 contains 39843 members 
Mstep: Class 11 contains 40319 members 
Mstep: Class 12 contains 40421 members 
Mstep: Class 13 contains 40028 members 
Mstep: Class 14 contains 40419 members 
Mstep: Class 15 contains 40048 members 
Mstep: Class 16 contains 39802 members 
Mstep: Class 17 contains 40386 members 
Mstep: Class 18 contains 40168 members 
Mstep: Class 19 contains 40511 members 
Mstep: Class 20 contains 39922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1950.639526 but Gain 3371.820312
Score: -107303944.000000 Penalty: 64064.546875
Iteration 0F: 20 clusters Score -1.073039e+08 nChanged 762059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3312 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 9836 members 
Mstep: Class 4 contains 34400 members 
Mstep: Class 5 contains 34854 members 
Mstep: Class 6 contains 75202 members 
Mstep: Class 7 contains 9793 members 
Mstep: Class 8 contains 10710 members 
Mstep: Class 9 contains 253923 members 
Mstep: Class 10 contains 10845 members 
Mstep: Class 11 contains 26542 members 
Mstep: Class 12 contains 16074 members 
Mstep: Class 13 contains 18672 members 
Mstep: Class 14 contains 23783 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 203648 members 
Mstep: Class 17 contains 8367 members 
Mstep: Class 19 contains 32040 members 
Mstep: Class 20 contains 10374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111795200.000000 Penalty: 64064.546875
Iteration 1F: 20 clusters Score -1.117952e+08 nChanged 332537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2035 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 39134 members 
Mstep: Class 5 contains 23770 members 
Mstep: Class 6 contains 99447 members 
Mstep: Class 7 contains 11780 members 
Mstep: Class 8 contains 9030 members 
Mstep: Class 9 contains 226783 members 
Mstep: Class 10 contains 16893 members 
Mstep: Class 11 contains 20194 members 
Mstep: Class 12 contains 6602 members 
Mstep: Class 13 contains 11323 members 
Mstep: Class 14 contains 13830 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 251753 members 
Mstep: Class 17 contains 6074 members 
Mstep: Class 19 contains 33642 members 
Mstep: Class 20 contains 13877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2504.020020 but Gain 3371.816406
Score: -113067544.000000 Penalty: 60692.730469
Iteration 2F: 19 clusters Score -1.130675e+08 nChanged 256865
Entering Unmasked Mstep 
Mstep: Class 0 contains 551 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 3 contains 2354 members 
Mstep: Class 4 contains 63065 members 
Mstep: Class 5 contains 21908 members 
Mstep: Class 6 contains 142814 members 
Mstep: Class 7 contains 13720 members 
Mstep: Class 8 contains 8434 members 
Mstep: Class 9 contains 199219 members 
Mstep: Class 10 contains 23615 members 
Mstep: Class 11 contains 22260 members 
Mstep: Class 12 contains 8547 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 14844 members 
Mstep: Class 15 contains 5710 members 
Mstep: Class 16 contains 194611 members 
Mstep: Class 17 contains 10027 members 
Mstep: Class 19 contains 31267 members 
Mstep: Class 20 contains 22495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113829840.000000 Penalty: 60692.730469
Iteration 3F: 19 clusters Score -1.138298e+08 nChanged 185865
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 77094 members 
Mstep: Class 5 contains 26036 members 
Mstep: Class 6 contains 178307 members 
Mstep: Class 7 contains 9390 members 
Mstep: Class 8 contains 12041 members 
Mstep: Class 9 contains 165722 members 
Mstep: Class 10 contains 24878 members 
Mstep: Class 11 contains 22838 members 
Mstep: Class 12 contains 13451 members 
Mstep: Class 13 contains 20063 members 
Mstep: Class 14 contains 16978 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 157187 members 
Mstep: Class 17 contains 12032 members 
Mstep: Class 19 contains 28284 members 
Mstep: Class 20 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114176320.000000 Penalty: 60692.730469
Iteration 4F: 19 clusters Score -1.141763e+08 nChanged 127430
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 81322 members 
Mstep: Class 5 contains 33310 members 
Mstep: Class 6 contains 194142 members 
Mstep: Class 7 contains 7179 members 
Mstep: Class 8 contains 15706 members 
Mstep: Class 9 contains 142414 members 
Mstep: Class 10 contains 23465 members 
Mstep: Class 11 contains 22323 members 
Mstep: Class 12 contains 16789 members 
Mstep: Class 13 contains 27932 members 
Mstep: Class 14 contains 17277 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 139423 members 
Mstep: Class 17 contains 12538 members 
Mstep: Class 19 contains 29063 members 
Mstep: Class 20 contains 30519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114362960.000000 Penalty: 60692.730469
Iteration 5F: 19 clusters Score -1.14363e+08 nChanged 91613
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 3 contains 2515 members 
Mstep: Class 4 contains 82275 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 201507 members 
Mstep: Class 7 contains 6272 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 124643 members 
Mstep: Class 10 contains 21158 members 
Mstep: Class 11 contains 22058 members 
Mstep: Class 12 contains 18113 members 
Mstep: Class 13 contains 36184 members 
Mstep: Class 14 contains 16015 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 130437 members 
Mstep: Class 17 contains 12623 members 
Mstep: Class 19 contains 31220 members 
Mstep: Class 20 contains 32019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114495064.000000 Penalty: 60692.730469
Iteration 6F: 19 clusters Score -1.144951e+08 nChanged 63800
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 82854 members 
Mstep: Class 5 contains 47095 members 
Mstep: Class 6 contains 204313 members 
Mstep: Class 7 contains 5708 members 
Mstep: Class 8 contains 19266 members 
Mstep: Class 9 contains 114089 members 
Mstep: Class 10 contains 19091 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 18483 members 
Mstep: Class 13 contains 44010 members 
Mstep: Class 14 contains 13632 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 124454 members 
Mstep: Class 17 contains 12694 members 
Mstep: Class 19 contains 33496 members 
Mstep: Class 20 contains 32963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114572256.000000 Penalty: 60692.730469
Iteration 7F: 19 clusters Score -1.145723e+08 nChanged 45266
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 3 contains 2488 members 
Mstep: Class 4 contains 84478 members 
Mstep: Class 5 contains 50017 members 
Mstep: Class 6 contains 201980 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 19984 members 
Mstep: Class 9 contains 108353 members 
Mstep: Class 10 contains 18410 members 
Mstep: Class 11 contains 22851 members 
Mstep: Class 12 contains 18834 members 
Mstep: Class 13 contains 51258 members 
Mstep: Class 14 contains 11682 members 
Mstep: Class 15 contains 4159 members 
Mstep: Class 16 contains 119955 members 
Mstep: Class 17 contains 12878 members 
Mstep: Class 19 contains 35050 members 
Mstep: Class 20 contains 33520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114614920.000000 Penalty: 60692.730469
Iteration 8F: 19 clusters Score -1.146149e+08 nChanged 33308
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 86162 members 
Mstep: Class 5 contains 51448 members 
Mstep: Class 6 contains 198891 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 20245 members 
Mstep: Class 9 contains 103612 members 
Mstep: Class 10 contains 20717 members 
Mstep: Class 11 contains 23494 members 
Mstep: Class 12 contains 19197 members 
Mstep: Class 13 contains 57599 members 
Mstep: Class 14 contains 10740 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 115718 members 
Mstep: Class 17 contains 13048 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 33214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114644248.000000 Penalty: 60692.730469
Iteration 9Q: 19 clusters Score -1.146442e+08 nChanged 26925
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 3 contains 2741 members 
Mstep: Class 4 contains 87415 members 
Mstep: Class 5 contains 52633 members 
Mstep: Class 6 contains 196080 members 
Mstep: Class 7 contains 5302 members 
Mstep: Class 8 contains 20266 members 
Mstep: Class 9 contains 99019 members 
Mstep: Class 10 contains 24386 members 
Mstep: Class 11 contains 24084 members 
Mstep: Class 12 contains 19629 members 
Mstep: Class 13 contains 62852 members 
Mstep: Class 14 contains 10178 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 112158 members 
Mstep: Class 17 contains 13054 members 
Mstep: Class 19 contains 35496 members 
Mstep: Class 20 contains 32446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114664808.000000 Penalty: 60692.730469
Iteration 10Q: 19 clusters Score -1.146648e+08 nChanged 22117
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 88256 members 
Mstep: Class 5 contains 54218 members 
Mstep: Class 6 contains 193661 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 20028 members 
Mstep: Class 9 contains 94192 members 
Mstep: Class 10 contains 27262 members 
Mstep: Class 11 contains 24657 members 
Mstep: Class 12 contains 20077 members 
Mstep: Class 13 contains 66775 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 110465 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 19 contains 35383 members 
Mstep: Class 20 contains 31986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114678880.000000 Penalty: 60692.730469
Iteration 11Q: 19 clusters Score -1.146789e+08 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 3 contains 3038 members 
Mstep: Class 4 contains 88690 members 
Mstep: Class 5 contains 56255 members 
Mstep: Class 6 contains 191832 members 
Mstep: Class 7 contains 5208 members 
Mstep: Class 8 contains 19646 members 
Mstep: Class 9 contains 89260 members 
Mstep: Class 10 contains 29236 members 
Mstep: Class 11 contains 25216 members 
Mstep: Class 12 contains 20496 members 
Mstep: Class 13 contains 69696 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 109889 members 
Mstep: Class 17 contains 12994 members 
Mstep: Class 19 contains 35280 members 
Mstep: Class 20 contains 31973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114689912.000000 Penalty: 60692.730469
Iteration 12Q: 19 clusters Score -1.146899e+08 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 88704 members 
Mstep: Class 5 contains 58569 members 
Mstep: Class 6 contains 190527 members 
Mstep: Class 7 contains 5175 members 
Mstep: Class 8 contains 19210 members 
Mstep: Class 9 contains 84459 members 
Mstep: Class 10 contains 30668 members 
Mstep: Class 11 contains 25751 members 
Mstep: Class 12 contains 20841 members 
Mstep: Class 13 contains 71985 members 
Mstep: Class 14 contains 8926 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 110029 members 
Mstep: Class 17 contains 12942 members 
Mstep: Class 19 contains 35108 members 
Mstep: Class 20 contains 32040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114697968.000000 Penalty: 60692.730469
Iteration 13Q: 19 clusters Score -1.14698e+08 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 4 contains 88418 members 
Mstep: Class 5 contains 60843 members 
Mstep: Class 6 contains 189588 members 
Mstep: Class 7 contains 5142 members 
Mstep: Class 8 contains 18829 members 
Mstep: Class 9 contains 80230 members 
Mstep: Class 10 contains 31783 members 
Mstep: Class 11 contains 26241 members 
Mstep: Class 12 contains 21130 members 
Mstep: Class 13 contains 73793 members 
Mstep: Class 14 contains 8689 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 110383 members 
Mstep: Class 17 contains 12890 members 
Mstep: Class 19 contains 34898 members 
Mstep: Class 20 contains 32048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114706536.000000 Penalty: 60692.730469
Iteration 14Q: 19 clusters Score -1.147065e+08 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 3 contains 3149 members 
Mstep: Class 4 contains 87842 members 
Mstep: Class 5 contains 62754 members 
Mstep: Class 6 contains 188902 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 18463 members 
Mstep: Class 9 contains 76750 members 
Mstep: Class 10 contains 32700 members 
Mstep: Class 11 contains 26700 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 75227 members 
Mstep: Class 14 contains 8546 members 
Mstep: Class 15 contains 3534 members 
Mstep: Class 16 contains 110831 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 19 contains 34764 members 
Mstep: Class 20 contains 32014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114713336.000000 Penalty: 60692.730469
Iteration 15Q: 19 clusters Score -1.147133e+08 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 3 contains 3201 members 
Mstep: Class 4 contains 87019 members 
Mstep: Class 5 contains 64129 members 
Mstep: Class 6 contains 188459 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 18179 members 
Mstep: Class 9 contains 74197 members 
Mstep: Class 10 contains 33423 members 
Mstep: Class 11 contains 27109 members 
Mstep: Class 12 contains 21660 members 
Mstep: Class 13 contains 76395 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 111287 members 
Mstep: Class 17 contains 12813 members 
Mstep: Class 19 contains 34610 members 
Mstep: Class 20 contains 31994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114717608.000000 Penalty: 60692.730469
Iteration 16Q: 19 clusters Score -1.147176e+08 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 4 contains 85972 members 
Mstep: Class 5 contains 65050 members 
Mstep: Class 6 contains 188214 members 
Mstep: Class 7 contains 5133 members 
Mstep: Class 8 contains 17930 members 
Mstep: Class 9 contains 72392 members 
Mstep: Class 10 contains 34010 members 
Mstep: Class 11 contains 27435 members 
Mstep: Class 12 contains 21875 members 
Mstep: Class 13 contains 77432 members 
Mstep: Class 14 contains 8355 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 111756 members 
Mstep: Class 17 contains 12791 members 
Mstep: Class 19 contains 34477 members 
Mstep: Class 20 contains 31988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114719688.000000 Penalty: 60692.730469
Iteration 17Q: 19 clusters Score -1.147197e+08 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 3 contains 3289 members 
Mstep: Class 4 contains 84781 members 
Mstep: Class 5 contains 65637 members 
Mstep: Class 6 contains 188128 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 8 contains 17717 members 
Mstep: Class 9 contains 71110 members 
Mstep: Class 10 contains 34539 members 
Mstep: Class 11 contains 27714 members 
Mstep: Class 12 contains 22095 members 
Mstep: Class 13 contains 78391 members 
Mstep: Class 14 contains 8310 members 
Mstep: Class 15 contains 3500 members 
Mstep: Class 16 contains 112217 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 19 contains 34313 members 
Mstep: Class 20 contains 31939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114721480.000000 Penalty: 60692.730469
Iteration 18Q: 19 clusters Score -1.147215e+08 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 83564 members 
Mstep: Class 5 contains 66020 members 
Mstep: Class 6 contains 188159 members 
Mstep: Class 7 contains 5136 members 
Mstep: Class 8 contains 17571 members 
Mstep: Class 9 contains 70155 members 
Mstep: Class 10 contains 34985 members 
Mstep: Class 11 contains 27902 members 
Mstep: Class 12 contains 22312 members 
Mstep: Class 13 contains 79253 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 3494 members 
Mstep: Class 16 contains 112598 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 19 contains 34185 members 
Mstep: Class 20 contains 31911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114722408.000000 Penalty: 60692.730469
Iteration 19Q: 19 clusters Score -1.147224e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 82299 members 
Mstep: Class 5 contains 66250 members 
Mstep: Class 6 contains 188299 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 8 contains 17447 members 
Mstep: Class 9 contains 69455 members 
Mstep: Class 10 contains 35357 members 
Mstep: Class 11 contains 28082 members 
Mstep: Class 12 contains 22508 members 
Mstep: Class 13 contains 80002 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 16 contains 112916 members 
Mstep: Class 17 contains 12691 members 
Mstep: Class 19 contains 34064 members 
Mstep: Class 20 contains 31931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114725560.000000 Penalty: 60692.730469
Iteration 20F: 19 clusters Score -1.147256e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 3 contains 3938 members 
Mstep: Class 4 contains 81106 members 
Mstep: Class 5 contains 66407 members 
Mstep: Class 6 contains 188455 members 
Mstep: Class 7 contains 5146 members 
Mstep: Class 8 contains 17253 members 
Mstep: Class 9 contains 68922 members 
Mstep: Class 10 contains 36119 members 
Mstep: Class 11 contains 28207 members 
Mstep: Class 12 contains 22708 members 
Mstep: Class 13 contains 80613 members 
Mstep: Class 14 contains 8229 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 113216 members 
Mstep: Class 17 contains 12618 members 
Mstep: Class 19 contains 33955 members 
Mstep: Class 20 contains 31626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114728144.000000 Penalty: 60692.730469
Iteration 21Q: 19 clusters Score -1.147281e+08 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 79950 members 
Mstep: Class 5 contains 66520 members 
Mstep: Class 6 contains 188632 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 8 contains 17118 members 
Mstep: Class 9 contains 68502 members 
Mstep: Class 10 contains 36802 members 
Mstep: Class 11 contains 28267 members 
Mstep: Class 12 contains 22920 members 
Mstep: Class 13 contains 81107 members 
Mstep: Class 14 contains 8209 members 
Mstep: Class 15 contains 2839 members 
Mstep: Class 16 contains 113544 members 
Mstep: Class 17 contains 12634 members 
Mstep: Class 19 contains 33860 members 
Mstep: Class 20 contains 31375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114729720.000000 Penalty: 60692.730469
Iteration 22Q: 19 clusters Score -1.147297e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 78869 members 
Mstep: Class 5 contains 66615 members 
Mstep: Class 6 contains 188810 members 
Mstep: Class 7 contains 5190 members 
Mstep: Class 8 contains 17003 members 
Mstep: Class 9 contains 68129 members 
Mstep: Class 10 contains 37365 members 
Mstep: Class 11 contains 28284 members 
Mstep: Class 12 contains 23095 members 
Mstep: Class 13 contains 81547 members 
Mstep: Class 14 contains 8191 members 
Mstep: Class 15 contains 2687 members 
Mstep: Class 16 contains 113817 members 
Mstep: Class 17 contains 12653 members 
Mstep: Class 19 contains 33783 members 
Mstep: Class 20 contains 31290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114730552.000000 Penalty: 60692.730469
Iteration 23Q: 19 clusters Score -1.147306e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 77895 members 
Mstep: Class 5 contains 66703 members 
Mstep: Class 6 contains 188976 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 67754 members 
Mstep: Class 10 contains 37874 members 
Mstep: Class 11 contains 28285 members 
Mstep: Class 12 contains 23250 members 
Mstep: Class 13 contains 81888 members 
Mstep: Class 14 contains 8184 members 
Mstep: Class 15 contains 2614 members 
Mstep: Class 16 contains 114126 members 
Mstep: Class 17 contains 12656 members 
Mstep: Class 19 contains 33718 members 
Mstep: Class 20 contains 31277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114731096.000000 Penalty: 60692.730469
Iteration 24Q: 19 clusters Score -1.147311e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 77017 members 
Mstep: Class 5 contains 66761 members 
Mstep: Class 6 contains 189080 members 
Mstep: Class 7 contains 5210 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 67442 members 
Mstep: Class 10 contains 38336 members 
Mstep: Class 11 contains 28255 members 
Mstep: Class 12 contains 23425 members 
Mstep: Class 13 contains 82193 members 
Mstep: Class 14 contains 8184 members 
Mstep: Class 15 contains 2571 members 
Mstep: Class 16 contains 114437 members 
Mstep: Class 17 contains 12648 members 
Mstep: Class 19 contains 33644 members 
Mstep: Class 20 contains 31304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114731536.000000 Penalty: 60692.730469
Iteration 25Q: 19 clusters Score -1.147315e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 3 contains 4507 members 
Mstep: Class 4 contains 76199 members 
Mstep: Class 5 contains 66783 members 
Mstep: Class 6 contains 189194 members 
Mstep: Class 7 contains 5216 members 
Mstep: Class 8 contains 16606 members 
Mstep: Class 9 contains 67167 members 
Mstep: Class 10 contains 38740 members 
Mstep: Class 11 contains 28209 members 
Mstep: Class 12 contains 23575 members 
Mstep: Class 13 contains 82499 members 
Mstep: Class 14 contains 8174 members 
Mstep: Class 15 contains 2540 members 
Mstep: Class 16 contains 114693 members 
Mstep: Class 17 contains 12627 members 
Mstep: Class 19 contains 33583 members 
Mstep: Class 20 contains 31392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114732208.000000 Penalty: 60692.730469
Iteration 26Q: 19 clusters Score -1.147322e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 75422 members 
Mstep: Class 5 contains 66765 members 
Mstep: Class 6 contains 189260 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 66914 members 
Mstep: Class 10 contains 39164 members 
Mstep: Class 11 contains 28160 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 82834 members 
Mstep: Class 14 contains 8174 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 114926 members 
Mstep: Class 17 contains 12600 members 
Mstep: Class 19 contains 33524 members 
Mstep: Class 20 contains 31477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114732336.000000 Penalty: 60692.730469
Iteration 27Q: 19 clusters Score -1.147323e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 3 contains 4568 members 
Mstep: Class 4 contains 74761 members 
Mstep: Class 5 contains 66740 members 
Mstep: Class 6 contains 189263 members 
Mstep: Class 7 contains 5220 members 
Mstep: Class 8 contains 16306 members 
Mstep: Class 9 contains 66695 members 
Mstep: Class 10 contains 39581 members 
Mstep: Class 11 contains 28084 members 
Mstep: Class 12 contains 23905 members 
Mstep: Class 13 contains 83115 members 
Mstep: Class 14 contains 8170 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 115150 members 
Mstep: Class 17 contains 12581 members 
Mstep: Class 19 contains 33476 members 
Mstep: Class 20 contains 31577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114732944.000000 Penalty: 60692.730469
Iteration 28Q: 19 clusters Score -1.147329e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 74108 members 
Mstep: Class 5 contains 66706 members 
Mstep: Class 6 contains 189272 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 16162 members 
Mstep: Class 9 contains 66515 members 
Mstep: Class 10 contains 39940 members 
Mstep: Class 11 contains 28028 members 
Mstep: Class 12 contains 24048 members 
Mstep: Class 13 contains 83353 members 
Mstep: Class 14 contains 8167 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 115361 members 
Mstep: Class 17 contains 12561 members 
Mstep: Class 19 contains 33435 members 
Mstep: Class 20 contains 31738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114733304.000000 Penalty: 60692.730469
Iteration 29Q: 19 clusters Score -1.147333e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 3 contains 4615 members 
Mstep: Class 4 contains 73506 members 
Mstep: Class 5 contains 66652 members 
Mstep: Class 6 contains 189272 members 
Mstep: Class 7 contains 5231 members 
Mstep: Class 8 contains 16003 members 
Mstep: Class 9 contains 66353 members 
Mstep: Class 10 contains 40285 members 
Mstep: Class 11 contains 27995 members 
Mstep: Class 12 contains 24152 members 
Mstep: Class 13 contains 83574 members 
Mstep: Class 14 contains 8161 members 
Mstep: Class 15 contains 2467 members 
Mstep: Class 16 contains 115576 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 19 contains 33393 members 
Mstep: Class 20 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114733920.000000 Penalty: 60692.730469
Iteration 30Q: 19 clusters Score -1.147339e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 3 contains 4625 members 
Mstep: Class 4 contains 72952 members 
Mstep: Class 5 contains 66563 members 
Mstep: Class 6 contains 189251 members 
Mstep: Class 7 contains 5232 members 
Mstep: Class 8 contains 15864 members 
Mstep: Class 9 contains 66213 members 
Mstep: Class 10 contains 40592 members 
Mstep: Class 11 contains 27984 members 
Mstep: Class 12 contains 24252 members 
Mstep: Class 13 contains 83758 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 115760 members 
Mstep: Class 17 contains 12561 members 
Mstep: Class 19 contains 33367 members 
Mstep: Class 20 contains 32123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114733672.000000 Penalty: 60692.730469
Iteration 31Q: 19 clusters Score -1.147337e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 3 contains 4625 members 
Mstep: Class 4 contains 72431 members 
Mstep: Class 5 contains 66470 members 
Mstep: Class 6 contains 189237 members 
Mstep: Class 7 contains 5234 members 
Mstep: Class 8 contains 15737 members 
Mstep: Class 9 contains 66095 members 
Mstep: Class 10 contains 40866 members 
Mstep: Class 11 contains 28010 members 
Mstep: Class 12 contains 24341 members 
Mstep: Class 13 contains 83870 members 
Mstep: Class 14 contains 8137 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 115934 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 19 contains 33347 members 
Mstep: Class 20 contains 32359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114734096.000000 Penalty: 60692.730469
Iteration 32Q: 19 clusters Score -1.147341e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 3 contains 4626 members 
Mstep: Class 4 contains 71956 members 
Mstep: Class 5 contains 66346 members 
Mstep: Class 6 contains 189204 members 
Mstep: Class 7 contains 5236 members 
Mstep: Class 8 contains 15619 members 
Mstep: Class 9 contains 65989 members 
Mstep: Class 10 contains 41110 members 
Mstep: Class 11 contains 28065 members 
Mstep: Class 12 contains 24403 members 
Mstep: Class 13 contains 83958 members 
Mstep: Class 14 contains 8132 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 116143 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 19 contains 33335 members 
Mstep: Class 20 contains 32578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114734520.000000 Penalty: 60692.730469
Iteration 33Q: 19 clusters Score -1.147345e+08 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 71531 members 
Mstep: Class 5 contains 66202 members 
Mstep: Class 6 contains 189156 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 15509 members 
Mstep: Class 9 contains 65857 members 
Mstep: Class 10 contains 41340 members 
Mstep: Class 11 contains 28151 members 
Mstep: Class 12 contains 24459 members 
Mstep: Class 13 contains 84059 members 
Mstep: Class 14 contains 8129 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 116352 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 19 contains 33318 members 
Mstep: Class 20 contains 32775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114734696.000000 Penalty: 60692.730469
Iteration 34Q: 19 clusters Score -1.147347e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 3 contains 4644 members 
Mstep: Class 4 contains 71107 members 
Mstep: Class 5 contains 66083 members 
Mstep: Class 6 contains 189116 members 
Mstep: Class 7 contains 5248 members 
Mstep: Class 8 contains 15411 members 
Mstep: Class 9 contains 65741 members 
Mstep: Class 10 contains 41566 members 
Mstep: Class 11 contains 28245 members 
Mstep: Class 12 contains 24489 members 
Mstep: Class 13 contains 84169 members 
Mstep: Class 14 contains 8125 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 116514 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 19 contains 33291 members 
Mstep: Class 20 contains 32979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114735384.000000 Penalty: 60692.730469
Iteration 35Q: 19 clusters Score -1.147354e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 3 contains 4652 members 
Mstep: Class 4 contains 70717 members 
Mstep: Class 5 contains 65943 members 
Mstep: Class 6 contains 189060 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 15301 members 
Mstep: Class 9 contains 65624 members 
Mstep: Class 10 contains 41764 members 
Mstep: Class 11 contains 28351 members 
Mstep: Class 12 contains 24520 members 
Mstep: Class 13 contains 84299 members 
Mstep: Class 14 contains 8124 members 
Mstep: Class 15 contains 2399 members 
Mstep: Class 16 contains 116694 members 
Mstep: Class 17 contains 12560 members 
Mstep: Class 19 contains 33272 members 
Mstep: Class 20 contains 33168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114735448.000000 Penalty: 60692.730469
Iteration 36Q: 19 clusters Score -1.147354e+08 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 3 contains 4659 members 
Mstep: Class 4 contains 70377 members 
Mstep: Class 5 contains 65781 members 
Mstep: Class 6 contains 189015 members 
Mstep: Class 7 contains 5252 members 
Mstep: Class 8 contains 15205 members 
Mstep: Class 9 contains 65502 members 
Mstep: Class 10 contains 41951 members 
Mstep: Class 11 contains 28483 members 
Mstep: Class 12 contains 24533 members 
Mstep: Class 13 contains 84401 members 
Mstep: Class 14 contains 8124 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 116867 members 
Mstep: Class 17 contains 12561 members 
Mstep: Class 19 contains 33261 members 
Mstep: Class 20 contains 33341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114735576.000000 Penalty: 60692.730469
Iteration 37Q: 19 clusters Score -1.147356e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 3 contains 4662 members 
Mstep: Class 4 contains 70073 members 
Mstep: Class 5 contains 65617 members 
Mstep: Class 6 contains 188956 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 8 contains 15097 members 
Mstep: Class 9 contains 65376 members 
Mstep: Class 10 contains 42118 members 
Mstep: Class 11 contains 28636 members 
Mstep: Class 12 contains 24529 members 
Mstep: Class 13 contains 84548 members 
Mstep: Class 14 contains 8122 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 117016 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 19 contains 33249 members 
Mstep: Class 20 contains 33508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114735880.000000 Penalty: 60692.730469
Iteration 38Q: 19 clusters Score -1.147359e+08 nChanged 1762
Entering ConstructFrom: 
Score: -114735880.000000 Penalty: 60692.730469
Entering ConstructFrom: 
Trying to split cluster 1 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -108849.960938 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -108850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107194.507812 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -107194.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -108419.617188 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -108419.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -110257.796875 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -110257.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -111507.546875 Penalty: 3456.549805
	Iteration 3F: 3 clusters Score -111507.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112667.898438 Penalty: 3456.549805
	Iteration 4F: 3 clusters Score -112667.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113723.757812 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -113723.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114045.609375 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -114045.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -114133.476562 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -114133.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114145.609375 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -114145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -114150.015625 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -114150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114152.773438 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -114152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114154.390625 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -114154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -114167.171875 Penalty: 3456.549805
	Iteration 12F: 3 clusters Score -114167.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -114228.320312 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -114228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -114305.414062 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -114305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -114363.031250 Penalty: 3456.549805
	Iteration 15Q: 3 clusters Score -114363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114363.546875 Penalty: 3456.549805
	Iteration 16Q: 3 clusters Score -114363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114363.546875 Penalty: 3456.549805
	Iteration 17F: 3 clusters Score -114363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 4 contains 69803 members 
Mstep: Class 5 contains 65425 members 
Mstep: Class 6 contains 188878 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Entering Unmasked Estep 
Score: -114739936.000000 Penalty: 64064.546875
Splitting cluster 1 changes total score from -114735880.000000 to -114739936.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -637472.687500 Penalty: 2095.065186
	Iteration 0F: 2 clusters Score -637472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -633218.437500 Penalty: 4190.130371
	Iteration 0F: 3 clusters Score -633218.4 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -634981.875000 Penalty: 4190.130371
	Iteration 1F: 3 clusters Score -634981.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -636468.187500 Penalty: 4190.130371
	Iteration 2F: 3 clusters Score -636468.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -637663.125000 Penalty: 4190.130371
	Iteration 3F: 3 clusters Score -637663.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -638291.687500 Penalty: 4190.130371
	Iteration 4F: 3 clusters Score -638291.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -638620.375000 Penalty: 4190.130371
	Iteration 5Q: 3 clusters Score -638620.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -638818.437500 Penalty: 4190.130371
	Iteration 6Q: 3 clusters Score -638818.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -638945.125000 Penalty: 4190.130371
	Iteration 7Q: 3 clusters Score -638945.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -639015.875000 Penalty: 4190.130371
	Iteration 8Q: 3 clusters Score -639015.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -639073.562500 Penalty: 4190.130371
	Iteration 9Q: 3 clusters Score -639073.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -639140.187500 Penalty: 4190.130371
	Iteration 10Q: 3 clusters Score -639140.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -639217.937500 Penalty: 4190.130371
	Iteration 11Q: 3 clusters Score -639217.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -639314.187500 Penalty: 4190.130371
	Iteration 12Q: 3 clusters Score -639314.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -639403.062500 Penalty: 4190.130371
	Iteration 13Q: 3 clusters Score -639403.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -639459.750000 Penalty: 4190.130371
	Iteration 14Q: 3 clusters Score -639459.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -639487.937500 Penalty: 4190.130371
	Iteration 15Q: 3 clusters Score -639487.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -639494.625000 Penalty: 4190.130371
	Iteration 16Q: 3 clusters Score -639494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -639494.875000 Penalty: 4190.130371
	Iteration 17Q: 3 clusters Score -639494.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -639506.562500 Penalty: 4190.130371
	Iteration 18F: 3 clusters Score -639506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -639520.500000 Penalty: 4190.130371
	Iteration 19Q: 3 clusters Score -639520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -639527.750000 Penalty: 4190.130371
	Iteration 20F: 3 clusters Score -639527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -639530.875000 Penalty: 4190.130371
	Iteration 21Q: 3 clusters Score -639530.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -639532.500000 Penalty: 4190.130371
	Iteration 22Q: 3 clusters Score -639532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -639534.000000 Penalty: 4190.130371
	Iteration 23Q: 3 clusters Score -639534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -639536.062500 Penalty: 4190.130371
	Iteration 24Q: 3 clusters Score -639536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -639537.125000 Penalty: 4190.130371
	Iteration 25Q: 3 clusters Score -639537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -639537.375000 Penalty: 4190.130371
	Iteration 26Q: 3 clusters Score -639537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -639537.375000 Penalty: 4190.130371
	Iteration 27F: 3 clusters Score -639537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 69803 members 
Mstep: Class 5 contains 65425 members 
Mstep: Class 6 contains 188878 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Entering Unmasked Estep 
Score: -114741384.000000 Penalty: 67436.367188
Splitting cluster 3 changes total score from -114735880.000000 to -114741384.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (69803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Entering Unmasked Estep 
Score: -10263891.000000 Penalty: 2766.051025
	Iteration 0F: 2 clusters Score -1.026389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -10217096.000000 Penalty: 5532.102051
	Iteration 0F: 3 clusters Score -1.02171e+07 nChanged 32758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -10236989.000000 Penalty: 5532.102051
	Iteration 1F: 3 clusters Score -1.023699e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -10240238.000000 Penalty: 5532.102051
	Iteration 2F: 3 clusters Score -1.024024e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -10245167.000000 Penalty: 5532.102051
	Iteration 3F: 3 clusters Score -1.024517e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -10250711.000000 Penalty: 5532.102051
	Iteration 4F: 3 clusters Score -1.025071e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -10255348.000000 Penalty: 5532.102051
	Iteration 5F: 3 clusters Score -1.025535e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -10259382.000000 Penalty: 5532.102051
	Iteration 6F: 3 clusters Score -1.025938e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10262741.000000 Penalty: 5532.102051
	Iteration 7F: 3 clusters Score -1.026274e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -10265421.000000 Penalty: 5532.102051
	Iteration 8Q: 3 clusters Score -1.026542e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -10267609.000000 Penalty: 5532.102051
	Iteration 9Q: 3 clusters Score -1.026761e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -10269018.000000 Penalty: 5532.102051
	Iteration 10Q: 3 clusters Score -1.026902e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -10269605.000000 Penalty: 5532.102051
	Iteration 11Q: 3 clusters Score -1.02696e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -10269883.000000 Penalty: 5532.102051
	Iteration 12Q: 3 clusters Score -1.026988e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -10269998.000000 Penalty: 5532.102051
	Iteration 13Q: 3 clusters Score -1.027e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -10270084.000000 Penalty: 5532.102051
	Iteration 14Q: 3 clusters Score -1.027008e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -10270137.000000 Penalty: 5532.102051
	Iteration 15Q: 3 clusters Score -1.027014e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -10270161.000000 Penalty: 5532.102051
	Iteration 16Q: 3 clusters Score -1.027016e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 54356 members 
Entering Unmasked Estep 
Score: -10270195.000000 Penalty: 5532.102051
	Iteration 17Q: 3 clusters Score -1.02702e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10270208.000000 Penalty: 5532.102051
	Iteration 18Q: 3 clusters Score -1.027021e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -10270215.000000 Penalty: 5532.102051
	Iteration 19Q: 3 clusters Score -1.027022e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -10270255.000000 Penalty: 5532.102051
	Iteration 20F: 3 clusters Score -1.027026e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -10270276.000000 Penalty: 5532.102051
	Iteration 21Q: 3 clusters Score -1.027028e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -10270296.000000 Penalty: 5532.102051
	Iteration 22Q: 3 clusters Score -1.02703e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -10270308.000000 Penalty: 5532.102051
	Iteration 23Q: 3 clusters Score -1.027031e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -10270320.000000 Penalty: 5532.102051
	Iteration 24Q: 3 clusters Score -1.027032e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -10270333.000000 Penalty: 5532.102051
	Iteration 25Q: 3 clusters Score -1.027033e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -10270348.000000 Penalty: 5532.102051
	Iteration 26Q: 3 clusters Score -1.027035e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -10270348.000000 Penalty: 5532.102051
	Iteration 27Q: 3 clusters Score -1.027035e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -10270364.000000 Penalty: 5532.102051
	Iteration 28Q: 3 clusters Score -1.027036e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -10270389.000000 Penalty: 5532.102051
	Iteration 29Q: 3 clusters Score -1.027039e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 55752 members 
Entering Unmasked Estep 
Score: -10270389.000000 Penalty: 5532.102051
	Iteration 30Q: 3 clusters Score -1.027039e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -10270399.000000 Penalty: 5532.102051
	Iteration 31Q: 3 clusters Score -1.02704e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -10270395.000000 Penalty: 5532.102051
	Iteration 32Q: 3 clusters Score -1.02704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -10270396.000000 Penalty: 5532.102051
	Iteration 33Q: 3 clusters Score -1.02704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -10270387.000000 Penalty: 5532.102051
	Iteration 34Q: 3 clusters Score -1.027039e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -10270375.000000 Penalty: 5532.102051
	Iteration 35Q: 3 clusters Score -1.027038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -10270372.000000 Penalty: 5532.102051
	Iteration 36Q: 3 clusters Score -1.027037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -10270374.000000 Penalty: 5532.102051
	Iteration 37Q: 3 clusters Score -1.027037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -10270373.000000 Penalty: 5532.102051
	Iteration 38Q: 3 clusters Score -1.027037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -10270369.000000 Penalty: 5532.102051
	Iteration 39Q: 3 clusters Score -1.027037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -10270381.000000 Penalty: 5532.102051
	Iteration 40F: 3 clusters Score -1.027038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10270381.000000 Penalty: 5532.102051
	Iteration 41Q: 3 clusters Score -1.027038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -10270383.000000 Penalty: 5532.102051
	Iteration 42Q: 3 clusters Score -1.027038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -10270380.000000 Penalty: 5532.102051
	Iteration 43Q: 3 clusters Score -1.027038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -10270375.000000 Penalty: 5532.102051
	Iteration 44Q: 3 clusters Score -1.027038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -10270386.000000 Penalty: 5532.102051
	Iteration 45Q: 3 clusters Score -1.027039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -10270388.000000 Penalty: 5532.102051
	Iteration 46Q: 3 clusters Score -1.027039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -10270388.000000 Penalty: 5532.102051
	Iteration 47Q: 3 clusters Score -1.027039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -10270395.000000 Penalty: 5532.102051
	Iteration 48Q: 3 clusters Score -1.02704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -10270390.000000 Penalty: 5532.102051
	Iteration 49Q: 3 clusters Score -1.027039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -10270397.000000 Penalty: 5532.102051
	Iteration 50Q: 3 clusters Score -1.02704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -10270389.000000 Penalty: 5532.102051
	Iteration 51Q: 3 clusters Score -1.027039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 56270 members 
Entering Unmasked Estep 
Score: -10270383.000000 Penalty: 5532.102051
	Iteration 52Q: 3 clusters Score -1.027038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -10270385.000000 Penalty: 5532.102051
	Iteration 53Q: 3 clusters Score -1.027038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -10270385.000000 Penalty: 5532.102051
	Iteration 54Q: 3 clusters Score -1.027038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -10270395.000000 Penalty: 5532.102051
	Iteration 55Q: 3 clusters Score -1.02704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -10270402.000000 Penalty: 5532.102051
	Iteration 56Q: 3 clusters Score -1.02704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -10270405.000000 Penalty: 5532.102051
	Iteration 57Q: 3 clusters Score -1.02704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -10270407.000000 Penalty: 5532.102051
	Iteration 58Q: 3 clusters Score -1.027041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -10270407.000000 Penalty: 5532.102051
	Iteration 59F: 3 clusters Score -1.027041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 65425 members 
Mstep: Class 6 contains 188878 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Entering Unmasked Estep 
Score: -114746936.000000 Penalty: 70808.187500
Splitting cluster 4 changes total score from -114735880.000000 to -114746936.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (65425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Entering Unmasked Estep 
Score: -9620425.000000 Penalty: 2749.987549
	Iteration 0F: 2 clusters Score -9620425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9576525.000000 Penalty: 5499.975098
	Iteration 0F: 3 clusters Score -9576525 nChanged 30671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -9594226.000000 Penalty: 5499.975098
	Iteration 1F: 3 clusters Score -9594226 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -9596140.000000 Penalty: 5499.975098
	Iteration 2F: 3 clusters Score -9596140 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9598840.000000 Penalty: 5499.975098
	Iteration 3F: 3 clusters Score -9598840 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -9603471.000000 Penalty: 5499.975098
	Iteration 4F: 3 clusters Score -9603471 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -9612536.000000 Penalty: 5499.975098
	Iteration 5F: 3 clusters Score -9612536 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -9619653.000000 Penalty: 5499.975098
	Iteration 6F: 3 clusters Score -9619653 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -9623917.000000 Penalty: 5499.975098
	Iteration 7F: 3 clusters Score -9623917 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -9626479.000000 Penalty: 5499.975098
	Iteration 8F: 3 clusters Score -9626479 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -9628412.000000 Penalty: 5499.975098
	Iteration 9Q: 3 clusters Score -9628412 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9630062.000000 Penalty: 5499.975098
	Iteration 10Q: 3 clusters Score -9630062 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9631684.000000 Penalty: 5499.975098
	Iteration 11Q: 3 clusters Score -9631684 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -9632866.000000 Penalty: 5499.975098
	Iteration 12Q: 3 clusters Score -9632866 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -9633481.000000 Penalty: 5499.975098
	Iteration 13Q: 3 clusters Score -9633481 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -9633839.000000 Penalty: 5499.975098
	Iteration 14Q: 3 clusters Score -9633839 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -9634014.000000 Penalty: 5499.975098
	Iteration 15Q: 3 clusters Score -9634014 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 49656 members 
Entering Unmasked Estep 
Score: -9634199.000000 Penalty: 5499.975098
	Iteration 16Q: 3 clusters Score -9634199 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9634280.000000 Penalty: 5499.975098
	Iteration 17Q: 3 clusters Score -9634280 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9634345.000000 Penalty: 5499.975098
	Iteration 18Q: 3 clusters Score -9634345 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9634440.000000 Penalty: 5499.975098
	Iteration 19Q: 3 clusters Score -9634440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -9634503.000000 Penalty: 5499.975098
	Iteration 20F: 3 clusters Score -9634503 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -9634530.000000 Penalty: 5499.975098
	Iteration 21Q: 3 clusters Score -9634530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -9634582.000000 Penalty: 5499.975098
	Iteration 22Q: 3 clusters Score -9634582 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -9634661.000000 Penalty: 5499.975098
	Iteration 23Q: 3 clusters Score -9634661 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -9634740.000000 Penalty: 5499.975098
	Iteration 24Q: 3 clusters Score -9634740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -9634887.000000 Penalty: 5499.975098
	Iteration 25Q: 3 clusters Score -9634887 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -9634961.000000 Penalty: 5499.975098
	Iteration 26Q: 3 clusters Score -9634961 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -9635055.000000 Penalty: 5499.975098
	Iteration 27Q: 3 clusters Score -9635055 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 53620 members 
Entering Unmasked Estep 
Score: -9635161.000000 Penalty: 5499.975098
	Iteration 28Q: 3 clusters Score -9635161 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -9635307.000000 Penalty: 5499.975098
	Iteration 29Q: 3 clusters Score -9635307 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -9635404.000000 Penalty: 5499.975098
	Iteration 30Q: 3 clusters Score -9635404 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -9635568.000000 Penalty: 5499.975098
	Iteration 31Q: 3 clusters Score -9635568 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -9635738.000000 Penalty: 5499.975098
	Iteration 32Q: 3 clusters Score -9635738 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -9635885.000000 Penalty: 5499.975098
	Iteration 33Q: 3 clusters Score -9635885 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -9636025.000000 Penalty: 5499.975098
	Iteration 34Q: 3 clusters Score -9636025 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -9636206.000000 Penalty: 5499.975098
	Iteration 35Q: 3 clusters Score -9636206 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -9636451.000000 Penalty: 5499.975098
	Iteration 36Q: 3 clusters Score -9636451 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -9636783.000000 Penalty: 5499.975098
	Iteration 37Q: 3 clusters Score -9636783 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -9637278.000000 Penalty: 5499.975098
	Iteration 38Q: 3 clusters Score -9637278 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -9638275.000000 Penalty: 5499.975098
	Iteration 39Q: 3 clusters Score -9638275 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -9639384.000000 Penalty: 5499.975098
	Iteration 40F: 3 clusters Score -9639384 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 58736 members 
Entering Unmasked Estep 
Score: -9639836.000000 Penalty: 5499.975098
	Iteration 41Q: 3 clusters Score -9639836 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -9639991.000000 Penalty: 5499.975098
	Iteration 42Q: 3 clusters Score -9639991 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -9640030.000000 Penalty: 5499.975098
	Iteration 43Q: 3 clusters Score -9640030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -9640026.000000 Penalty: 5499.975098
	Iteration 44Q: 3 clusters Score -9640026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -9640034.000000 Penalty: 5499.975098
	Iteration 45Q: 3 clusters Score -9640034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 59208 members 
Entering Unmasked Estep 
Score: -9640053.000000 Penalty: 5499.975098
	Iteration 46Q: 3 clusters Score -9640053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -9640061.000000 Penalty: 5499.975098
	Iteration 47Q: 3 clusters Score -9640061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -9640069.000000 Penalty: 5499.975098
	Iteration 48Q: 3 clusters Score -9640069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 59259 members 
Entering Unmasked Estep 
Score: -9640075.000000 Penalty: 5499.975098
	Iteration 49Q: 3 clusters Score -9640075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -9640063.000000 Penalty: 5499.975098
	Iteration 50Q: 3 clusters Score -9640063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -9640067.000000 Penalty: 5499.975098
	Iteration 51Q: 3 clusters Score -9640067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -9640067.000000 Penalty: 5499.975098
	Iteration 52F: 3 clusters Score -9640067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 188878 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Entering Unmasked Estep 
Score: -114766040.000000 Penalty: 74180.000000
Splitting cluster 5 changes total score from -114735880.000000 to -114766040.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (188878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188878 members 
Entering Unmasked Estep 
Score: -27921280.000000 Penalty: 3012.916260
	Iteration 0F: 2 clusters Score -2.792128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94389 members 
Mstep: Class 2 contains 94489 members 
Entering Unmasked Estep 
Score: -27804036.000000 Penalty: 6025.832520
	Iteration 0F: 3 clusters Score -2.780404e+07 nChanged 91269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -27861344.000000 Penalty: 6025.832520
	Iteration 1F: 3 clusters Score -2.786134e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -27868746.000000 Penalty: 6025.832520
	Iteration 2F: 3 clusters Score -2.786875e+07 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -27883776.000000 Penalty: 6025.832520
	Iteration 3F: 3 clusters Score -2.788378e+07 nChanged 20715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -27913010.000000 Penalty: 6025.832520
	Iteration 4F: 3 clusters Score -2.791301e+07 nChanged 25276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -27950324.000000 Penalty: 6025.832520
	Iteration 5F: 3 clusters Score -2.795032e+07 nChanged 19621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 140550 members 
Entering Unmasked Estep 
Score: -27979440.000000 Penalty: 6025.832520
	Iteration 6F: 3 clusters Score -2.797944e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 140583 members 
Entering Unmasked Estep 
Score: -27994530.000000 Penalty: 6025.832520
	Iteration 7F: 3 clusters Score -2.799453e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 136634 members 
Entering Unmasked Estep 
Score: -28000772.000000 Penalty: 6025.832520
	Iteration 8Q: 3 clusters Score -2.800077e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -28003588.000000 Penalty: 6025.832520
	Iteration 9Q: 3 clusters Score -2.800359e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 128610 members 
Entering Unmasked Estep 
Score: -28005620.000000 Penalty: 6025.832520
	Iteration 10Q: 3 clusters Score -2.800562e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 124953 members 
Entering Unmasked Estep 
Score: -28007346.000000 Penalty: 6025.832520
	Iteration 11Q: 3 clusters Score -2.800735e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -28008974.000000 Penalty: 6025.832520
	Iteration 12Q: 3 clusters Score -2.800897e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -28010786.000000 Penalty: 6025.832520
	Iteration 13Q: 3 clusters Score -2.801079e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 114404 members 
Entering Unmasked Estep 
Score: -28012716.000000 Penalty: 6025.832520
	Iteration 14Q: 3 clusters Score -2.801272e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -28014774.000000 Penalty: 6025.832520
	Iteration 15Q: 3 clusters Score -2.801477e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 107849 members 
Entering Unmasked Estep 
Score: -28016262.000000 Penalty: 6025.832520
	Iteration 16Q: 3 clusters Score -2.801626e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 105166 members 
Entering Unmasked Estep 
Score: -28017772.000000 Penalty: 6025.832520
	Iteration 17Q: 3 clusters Score -2.801777e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 102915 members 
Entering Unmasked Estep 
Score: -28018866.000000 Penalty: 6025.832520
	Iteration 18Q: 3 clusters Score -2.801887e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87706 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -28019422.000000 Penalty: 6025.832520
	Iteration 19Q: 3 clusters Score -2.801942e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -28019862.000000 Penalty: 6025.832520
	Iteration 20F: 3 clusters Score -2.801986e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -28020098.000000 Penalty: 6025.832520
	Iteration 21Q: 3 clusters Score -2.80201e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -28020140.000000 Penalty: 6025.832520
	Iteration 22Q: 3 clusters Score -2.802014e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91333 members 
Mstep: Class 2 contains 97545 members 
Entering Unmasked Estep 
Score: -28020184.000000 Penalty: 6025.832520
	Iteration 23Q: 3 clusters Score -2.802018e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 97140 members 
Entering Unmasked Estep 
Score: -28020210.000000 Penalty: 6025.832520
	Iteration 24Q: 3 clusters Score -2.802021e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92023 members 
Mstep: Class 2 contains 96855 members 
Entering Unmasked Estep 
Score: -28020194.000000 Penalty: 6025.832520
	Iteration 25Q: 3 clusters Score -2.802019e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92250 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -28020188.000000 Penalty: 6025.832520
	Iteration 26Q: 3 clusters Score -2.802019e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92404 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -28020162.000000 Penalty: 6025.832520
	Iteration 27Q: 3 clusters Score -2.802016e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92513 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -28020198.000000 Penalty: 6025.832520
	Iteration 28Q: 3 clusters Score -2.80202e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92598 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -28020182.000000 Penalty: 6025.832520
	Iteration 29Q: 3 clusters Score -2.802018e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92669 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -28020192.000000 Penalty: 6025.832520
	Iteration 30Q: 3 clusters Score -2.802019e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -28020146.000000 Penalty: 6025.832520
	Iteration 31Q: 3 clusters Score -2.802015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -28020150.000000 Penalty: 6025.832520
	Iteration 32Q: 3 clusters Score -2.802015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 96071 members 
Entering Unmasked Estep 
Score: -28020126.000000 Penalty: 6025.832520
	Iteration 33Q: 3 clusters Score -2.802013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -28020130.000000 Penalty: 6025.832520
	Iteration 34Q: 3 clusters Score -2.802013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -28020150.000000 Penalty: 6025.832520
	Iteration 35Q: 3 clusters Score -2.802015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -28020132.000000 Penalty: 6025.832520
	Iteration 36Q: 3 clusters Score -2.802013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -28020120.000000 Penalty: 6025.832520
	Iteration 37Q: 3 clusters Score -2.802012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 96031 members 
Entering Unmasked Estep 
Score: -28020138.000000 Penalty: 6025.832520
	Iteration 38Q: 3 clusters Score -2.802014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -28020144.000000 Penalty: 6025.832520
	Iteration 39Q: 3 clusters Score -2.802014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 96026 members 
Entering Unmasked Estep 
Score: -28020134.000000 Penalty: 6025.832520
	Iteration 40F: 3 clusters Score -2.802013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -28020122.000000 Penalty: 6025.832520
	Iteration 41Q: 3 clusters Score -2.802012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 96023 members 
Entering Unmasked Estep 
Score: -28020122.000000 Penalty: 6025.832520
	Iteration 42F: 3 clusters Score -2.802012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Entering Unmasked Estep 
Score: -114861320.000000 Penalty: 77551.820312
Splitting cluster 6 changes total score from -114735880.000000 to -114861320.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -676226.562500 Penalty: 2124.552734
	Iteration 0F: 2 clusters Score -676226.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -671896.187500 Penalty: 4249.105469
	Iteration 0F: 3 clusters Score -671896.2 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -676455.500000 Penalty: 4249.105469
	Iteration 1F: 3 clusters Score -676455.5 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -679980.812500 Penalty: 4249.105469
	Iteration 2F: 3 clusters Score -679980.8 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -680916.750000 Penalty: 4249.105469
	Iteration 3F: 3 clusters Score -680916.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -681299.625000 Penalty: 4249.105469
	Iteration 4F: 3 clusters Score -681299.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -681575.000000 Penalty: 4249.105469
	Iteration 5F: 3 clusters Score -681575 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -681813.125000 Penalty: 4249.105469
	Iteration 6Q: 3 clusters Score -681813.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -682217.937500 Penalty: 4249.105469
	Iteration 7Q: 3 clusters Score -682217.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -682981.437500 Penalty: 4249.105469
	Iteration 8F: 3 clusters Score -682981.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -683601.687500 Penalty: 4249.105469
	Iteration 9Q: 3 clusters Score -683601.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -684009.750000 Penalty: 4249.105469
	Iteration 10Q: 3 clusters Score -684009.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -684350.437500 Penalty: 4249.105469
	Iteration 11Q: 3 clusters Score -684350.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -684779.500000 Penalty: 4249.105469
	Iteration 12Q: 3 clusters Score -684779.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -685233.000000 Penalty: 4249.105469
	Iteration 13Q: 3 clusters Score -685233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -685685.937500 Penalty: 4249.105469
	Iteration 14Q: 3 clusters Score -685685.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -686110.687500 Penalty: 4249.105469
	Iteration 15Q: 3 clusters Score -686110.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -686464.625000 Penalty: 4249.105469
	Iteration 16Q: 3 clusters Score -686464.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -686778.250000 Penalty: 4249.105469
	Iteration 17Q: 3 clusters Score -686778.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -687042.062500 Penalty: 4249.105469
	Iteration 18Q: 3 clusters Score -687042.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -687204.000000 Penalty: 4249.105469
	Iteration 19Q: 3 clusters Score -687204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -687535.375000 Penalty: 4249.105469
	Iteration 20F: 3 clusters Score -687535.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -688350.687500 Penalty: 4249.105469
	Iteration 21Q: 3 clusters Score -688350.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -689578.375000 Penalty: 4249.105469
	Iteration 22Q: 3 clusters Score -689578.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -690074.812500 Penalty: 4249.105469
	Iteration 23Q: 3 clusters Score -690074.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -690420.375000 Penalty: 4249.105469
	Iteration 24Q: 3 clusters Score -690420.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -690606.625000 Penalty: 4249.105469
	Iteration 25Q: 3 clusters Score -690606.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -690851.062500 Penalty: 4249.105469
	Iteration 26Q: 3 clusters Score -690851.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -691172.187500 Penalty: 4249.105469
	Iteration 27Q: 3 clusters Score -691172.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -691441.000000 Penalty: 4249.105469
	Iteration 28Q: 3 clusters Score -691441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -691538.187500 Penalty: 4249.105469
	Iteration 29Q: 3 clusters Score -691538.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -691665.750000 Penalty: 4249.105469
	Iteration 30Q: 3 clusters Score -691665.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -691781.062500 Penalty: 4249.105469
	Iteration 31Q: 3 clusters Score -691781.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -691812.625000 Penalty: 4249.105469
	Iteration 32Q: 3 clusters Score -691812.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -691819.562500 Penalty: 4249.105469
	Iteration 33Q: 3 clusters Score -691819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -691821.625000 Penalty: 4249.105469
	Iteration 34Q: 3 clusters Score -691821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -691821.500000 Penalty: 4249.105469
	Iteration 35Q: 3 clusters Score -691821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -691821.500000 Penalty: 4249.105469
	Iteration 36F: 3 clusters Score -691821.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 15012 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Entering Unmasked Estep 
Score: -114875808.000000 Penalty: 80923.640625
Splitting cluster 7 changes total score from -114735880.000000 to -114875808.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (15012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Entering Unmasked Estep 
Score: -1915814.375000 Penalty: 2384.917969
	Iteration 0F: 2 clusters Score -1915814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1905132.375000 Penalty: 4769.835938
	Iteration 0F: 3 clusters Score -1905132 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1911472.250000 Penalty: 4769.835938
	Iteration 1F: 3 clusters Score -1911472 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1914588.250000 Penalty: 4769.835938
	Iteration 2F: 3 clusters Score -1914588 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1916402.500000 Penalty: 4769.835938
	Iteration 3F: 3 clusters Score -1916402 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1917251.500000 Penalty: 4769.835938
	Iteration 4F: 3 clusters Score -1917252 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1917705.375000 Penalty: 4769.835938
	Iteration 5Q: 3 clusters Score -1917705 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1918015.125000 Penalty: 4769.835938
	Iteration 6Q: 3 clusters Score -1918015 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1918241.875000 Penalty: 4769.835938
	Iteration 7Q: 3 clusters Score -1918242 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1918438.125000 Penalty: 4769.835938
	Iteration 8Q: 3 clusters Score -1918438 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1918634.000000 Penalty: 4769.835938
	Iteration 9Q: 3 clusters Score -1918634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1918795.000000 Penalty: 4769.835938
	Iteration 10Q: 3 clusters Score -1918795 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1918911.125000 Penalty: 4769.835938
	Iteration 11Q: 3 clusters Score -1918911 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1919019.750000 Penalty: 4769.835938
	Iteration 12Q: 3 clusters Score -1919020 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1919137.000000 Penalty: 4769.835938
	Iteration 13Q: 3 clusters Score -1919137 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1919270.250000 Penalty: 4769.835938
	Iteration 14Q: 3 clusters Score -1919270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1919396.625000 Penalty: 4769.835938
	Iteration 15Q: 3 clusters Score -1919397 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1919498.000000 Penalty: 4769.835938
	Iteration 16Q: 3 clusters Score -1919498 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1919614.000000 Penalty: 4769.835938
	Iteration 17Q: 3 clusters Score -1919614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1919688.625000 Penalty: 4769.835938
	Iteration 18Q: 3 clusters Score -1919689 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1919738.250000 Penalty: 4769.835938
	Iteration 19Q: 3 clusters Score -1919738 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1919801.625000 Penalty: 4769.835938
	Iteration 20F: 3 clusters Score -1919802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1919844.625000 Penalty: 4769.835938
	Iteration 21Q: 3 clusters Score -1919845 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1919885.750000 Penalty: 4769.835938
	Iteration 22Q: 3 clusters Score -1919886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1919908.375000 Penalty: 4769.835938
	Iteration 23Q: 3 clusters Score -1919908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1919954.250000 Penalty: 4769.835938
	Iteration 24Q: 3 clusters Score -1919954 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1920001.750000 Penalty: 4769.835938
	Iteration 25Q: 3 clusters Score -1920002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1920048.750000 Penalty: 4769.835938
	Iteration 26Q: 3 clusters Score -1920049 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1920102.125000 Penalty: 4769.835938
	Iteration 27Q: 3 clusters Score -1920102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1920155.375000 Penalty: 4769.835938
	Iteration 28Q: 3 clusters Score -1920155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1920204.875000 Penalty: 4769.835938
	Iteration 29Q: 3 clusters Score -1920205 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1920246.375000 Penalty: 4769.835938
	Iteration 30Q: 3 clusters Score -1920246 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1920276.750000 Penalty: 4769.835938
	Iteration 31Q: 3 clusters Score -1920277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1920306.875000 Penalty: 4769.835938
	Iteration 32Q: 3 clusters Score -1920307 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1920333.500000 Penalty: 4769.835938
	Iteration 33Q: 3 clusters Score -1920334 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1920362.000000 Penalty: 4769.835938
	Iteration 34Q: 3 clusters Score -1920362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1920385.250000 Penalty: 4769.835938
	Iteration 35Q: 3 clusters Score -1920385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1920419.125000 Penalty: 4769.835938
	Iteration 36Q: 3 clusters Score -1920419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1920443.875000 Penalty: 4769.835938
	Iteration 37Q: 3 clusters Score -1920444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1920458.000000 Penalty: 4769.835938
	Iteration 38Q: 3 clusters Score -1920458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1920475.000000 Penalty: 4769.835938
	Iteration 39Q: 3 clusters Score -1920475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1920482.625000 Penalty: 4769.835938
	Iteration 40F: 3 clusters Score -1920483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1920490.625000 Penalty: 4769.835938
	Iteration 41Q: 3 clusters Score -1920491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1920502.875000 Penalty: 4769.835938
	Iteration 42Q: 3 clusters Score -1920503 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1920521.500000 Penalty: 4769.835938
	Iteration 43Q: 3 clusters Score -1920522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1920525.125000 Penalty: 4769.835938
	Iteration 44Q: 3 clusters Score -1920525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1920531.000000 Penalty: 4769.835938
	Iteration 45Q: 3 clusters Score -1920531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1920538.125000 Penalty: 4769.835938
	Iteration 46Q: 3 clusters Score -1920538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1920539.625000 Penalty: 4769.835938
	Iteration 47Q: 3 clusters Score -1920540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1920541.625000 Penalty: 4769.835938
	Iteration 48Q: 3 clusters Score -1920542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1920541.625000 Penalty: 4769.835938
	Iteration 49Q: 3 clusters Score -1920542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1920546.375000 Penalty: 4769.835938
	Iteration 50Q: 3 clusters Score -1920546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1920546.500000 Penalty: 4769.835938
	Iteration 51Q: 3 clusters Score -1920546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1920545.500000 Penalty: 4769.835938
	Iteration 52Q: 3 clusters Score -1920546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1920548.000000 Penalty: 4769.835938
	Iteration 53Q: 3 clusters Score -1920548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1920544.250000 Penalty: 4769.835938
	Iteration 54Q: 3 clusters Score -1920544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1920541.750000 Penalty: 4769.835938
	Iteration 55Q: 3 clusters Score -1920542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1920544.750000 Penalty: 4769.835938
	Iteration 56Q: 3 clusters Score -1920545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1920546.125000 Penalty: 4769.835938
	Iteration 57Q: 3 clusters Score -1920546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1920544.875000 Penalty: 4769.835938
	Iteration 58Q: 3 clusters Score -1920545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1920547.125000 Penalty: 4769.835938
	Iteration 59Q: 3 clusters Score -1920547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1920550.000000 Penalty: 4769.835938
	Iteration 60F: 3 clusters Score -1920550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1920550.750000 Penalty: 4769.835938
	Iteration 61Q: 3 clusters Score -1920551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1920550.375000 Penalty: 4769.835938
	Iteration 62Q: 3 clusters Score -1920550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1920550.375000 Penalty: 4769.835938
	Iteration 63F: 3 clusters Score -1920550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Entering Unmasked Estep 
Score: -114879728.000000 Penalty: 84295.460938
Splitting cluster 8 changes total score from -114735880.000000 to -114879728.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (65286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65286 members 
Entering Unmasked Estep 
Score: -9751190.000000 Penalty: 2749.459961
	Iteration 0F: 2 clusters Score -9751190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -9707433.000000 Penalty: 5498.919922
	Iteration 0F: 3 clusters Score -9707433 nChanged 30399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -9725516.000000 Penalty: 5498.919922
	Iteration 1F: 3 clusters Score -9725516 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -9728168.000000 Penalty: 5498.919922
	Iteration 2F: 3 clusters Score -9728168 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9731721.000000 Penalty: 5498.919922
	Iteration 3F: 3 clusters Score -9731721 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -9735781.000000 Penalty: 5498.919922
	Iteration 4F: 3 clusters Score -9735781 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -9739273.000000 Penalty: 5498.919922
	Iteration 5F: 3 clusters Score -9739273 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -9741634.000000 Penalty: 5498.919922
	Iteration 6F: 3 clusters Score -9741634 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -9742897.000000 Penalty: 5498.919922
	Iteration 7Q: 3 clusters Score -9742897 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9743499.000000 Penalty: 5498.919922
	Iteration 8Q: 3 clusters Score -9743499 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9744015.000000 Penalty: 5498.919922
	Iteration 9Q: 3 clusters Score -9744015 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -9744358.000000 Penalty: 5498.919922
	Iteration 10Q: 3 clusters Score -9744358 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -9744750.000000 Penalty: 5498.919922
	Iteration 11Q: 3 clusters Score -9744750 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -9745061.000000 Penalty: 5498.919922
	Iteration 12Q: 3 clusters Score -9745061 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -9745334.000000 Penalty: 5498.919922
	Iteration 13Q: 3 clusters Score -9745334 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -9745628.000000 Penalty: 5498.919922
	Iteration 14Q: 3 clusters Score -9745628 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -9745939.000000 Penalty: 5498.919922
	Iteration 15Q: 3 clusters Score -9745939 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -9746270.000000 Penalty: 5498.919922
	Iteration 16Q: 3 clusters Score -9746270 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -9746568.000000 Penalty: 5498.919922
	Iteration 17Q: 3 clusters Score -9746568 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -9746871.000000 Penalty: 5498.919922
	Iteration 18Q: 3 clusters Score -9746871 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -9747218.000000 Penalty: 5498.919922
	Iteration 19Q: 3 clusters Score -9747218 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -9747529.000000 Penalty: 5498.919922
	Iteration 20F: 3 clusters Score -9747529 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -9747842.000000 Penalty: 5498.919922
	Iteration 21Q: 3 clusters Score -9747842 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -9748039.000000 Penalty: 5498.919922
	Iteration 22Q: 3 clusters Score -9748039 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -9748210.000000 Penalty: 5498.919922
	Iteration 23Q: 3 clusters Score -9748210 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
Score: -9748341.000000 Penalty: 5498.919922
	Iteration 24Q: 3 clusters Score -9748341 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
Score: -9748495.000000 Penalty: 5498.919922
	Iteration 25Q: 3 clusters Score -9748495 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -9748611.000000 Penalty: 5498.919922
	Iteration 26Q: 3 clusters Score -9748611 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -9748705.000000 Penalty: 5498.919922
	Iteration 27Q: 3 clusters Score -9748705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -9748790.000000 Penalty: 5498.919922
	Iteration 28Q: 3 clusters Score -9748790 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -9748820.000000 Penalty: 5498.919922
	Iteration 29Q: 3 clusters Score -9748820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -9748867.000000 Penalty: 5498.919922
	Iteration 30Q: 3 clusters Score -9748867 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -9748881.000000 Penalty: 5498.919922
	Iteration 31Q: 3 clusters Score -9748881 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -9748909.000000 Penalty: 5498.919922
	Iteration 32Q: 3 clusters Score -9748909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -9748950.000000 Penalty: 5498.919922
	Iteration 33Q: 3 clusters Score -9748950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -9748990.000000 Penalty: 5498.919922
	Iteration 34Q: 3 clusters Score -9748990 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 63726 members 
Entering Unmasked Estep 
Score: -9749003.000000 Penalty: 5498.919922
	Iteration 35Q: 3 clusters Score -9749003 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 63791 members 
Entering Unmasked Estep 
Score: -9749041.000000 Penalty: 5498.919922
	Iteration 36Q: 3 clusters Score -9749041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -9749080.000000 Penalty: 5498.919922
	Iteration 37Q: 3 clusters Score -9749080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -9749087.000000 Penalty: 5498.919922
	Iteration 38Q: 3 clusters Score -9749087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -9749125.000000 Penalty: 5498.919922
	Iteration 39Q: 3 clusters Score -9749125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -9749121.000000 Penalty: 5498.919922
	Iteration 40F: 3 clusters Score -9749121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 64013 members 
Entering Unmasked Estep 
Score: -9749133.000000 Penalty: 5498.919922
	Iteration 41Q: 3 clusters Score -9749133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -9749151.000000 Penalty: 5498.919922
	Iteration 42Q: 3 clusters Score -9749151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 64060 members 
Entering Unmasked Estep 
Score: -9749178.000000 Penalty: 5498.919922
	Iteration 43Q: 3 clusters Score -9749178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -9749182.000000 Penalty: 5498.919922
	Iteration 44Q: 3 clusters Score -9749182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -9749191.000000 Penalty: 5498.919922
	Iteration 45Q: 3 clusters Score -9749191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 64112 members 
Entering Unmasked Estep 
Score: -9749199.000000 Penalty: 5498.919922
	Iteration 46Q: 3 clusters Score -9749199 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -9749222.000000 Penalty: 5498.919922
	Iteration 47Q: 3 clusters Score -9749222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -9749224.000000 Penalty: 5498.919922
	Iteration 48Q: 3 clusters Score -9749224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -9749233.000000 Penalty: 5498.919922
	Iteration 49Q: 3 clusters Score -9749233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -9749229.000000 Penalty: 5498.919922
	Iteration 50Q: 3 clusters Score -9749229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -9749236.000000 Penalty: 5498.919922
	Iteration 51Q: 3 clusters Score -9749236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -9749237.000000 Penalty: 5498.919922
	Iteration 52Q: 3 clusters Score -9749237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -9749236.000000 Penalty: 5498.919922
	Iteration 53Q: 3 clusters Score -9749236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -9749234.000000 Penalty: 5498.919922
	Iteration 54Q: 3 clusters Score -9749234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -9749234.000000 Penalty: 5498.919922
	Iteration 55Q: 3 clusters Score -9749234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -9749233.000000 Penalty: 5498.919922
	Iteration 56Q: 3 clusters Score -9749233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -9749235.000000 Penalty: 5498.919922
	Iteration 57Q: 3 clusters Score -9749235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -9749235.000000 Penalty: 5498.919922
	Iteration 58F: 3 clusters Score -9749235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Entering Unmasked Estep 
Score: -6251786.000000 Penalty: 2641.666260
	Iteration 0F: 2 clusters Score -6251786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -6223271.500000 Penalty: 5283.332520
	Iteration 0F: 3 clusters Score -6223272 nChanged 19401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -6234312.000000 Penalty: 5283.332520
	Iteration 1F: 3 clusters Score -6234312 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6236972.500000 Penalty: 5283.332520
	Iteration 2F: 3 clusters Score -6236972 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -6241167.000000 Penalty: 5283.332520
	Iteration 3F: 3 clusters Score -6241167 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -6245823.500000 Penalty: 5283.332520
	Iteration 4F: 3 clusters Score -6245824 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -6249168.500000 Penalty: 5283.332520
	Iteration 5F: 3 clusters Score -6249168 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -6250990.000000 Penalty: 5283.332520
	Iteration 6F: 3 clusters Score -6250990 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -6251895.500000 Penalty: 5283.332520
	Iteration 7Q: 3 clusters Score -6251896 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -6252499.500000 Penalty: 5283.332520
	Iteration 8Q: 3 clusters Score -6252500 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -6252845.500000 Penalty: 5283.332520
	Iteration 9Q: 3 clusters Score -6252846 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -6253037.000000 Penalty: 5283.332520
	Iteration 10Q: 3 clusters Score -6253037 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6253166.500000 Penalty: 5283.332520
	Iteration 11Q: 3 clusters Score -6253166 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6253271.500000 Penalty: 5283.332520
	Iteration 12Q: 3 clusters Score -6253272 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6253360.000000 Penalty: 5283.332520
	Iteration 13Q: 3 clusters Score -6253360 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -6253466.500000 Penalty: 5283.332520
	Iteration 14Q: 3 clusters Score -6253466 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -6253588.000000 Penalty: 5283.332520
	Iteration 15Q: 3 clusters Score -6253588 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -6253760.000000 Penalty: 5283.332520
	Iteration 16Q: 3 clusters Score -6253760 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -6253886.500000 Penalty: 5283.332520
	Iteration 17Q: 3 clusters Score -6253886 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -6253951.000000 Penalty: 5283.332520
	Iteration 18Q: 3 clusters Score -6253951 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -6253998.500000 Penalty: 5283.332520
	Iteration 19Q: 3 clusters Score -6253998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6254011.000000 Penalty: 5283.332520
	Iteration 20F: 3 clusters Score -6254011 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -6254014.500000 Penalty: 5283.332520
	Iteration 21Q: 3 clusters Score -6254014 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -6254027.500000 Penalty: 5283.332520
	Iteration 22Q: 3 clusters Score -6254028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6254032.000000 Penalty: 5283.332520
	Iteration 23Q: 3 clusters Score -6254032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -6254047.500000 Penalty: 5283.332520
	Iteration 24Q: 3 clusters Score -6254048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -6254053.000000 Penalty: 5283.332520
	Iteration 25Q: 3 clusters Score -6254053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6254042.000000 Penalty: 5283.332520
	Iteration 26Q: 3 clusters Score -6254042 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -6254050.500000 Penalty: 5283.332520
	Iteration 27Q: 3 clusters Score -6254050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -6254059.000000 Penalty: 5283.332520
	Iteration 28Q: 3 clusters Score -6254059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -6254050.000000 Penalty: 5283.332520
	Iteration 29Q: 3 clusters Score -6254050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6254058.000000 Penalty: 5283.332520
	Iteration 30Q: 3 clusters Score -6254058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -6254054.500000 Penalty: 5283.332520
	Iteration 31Q: 3 clusters Score -6254054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -6254049.500000 Penalty: 5283.332520
	Iteration 32Q: 3 clusters Score -6254050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -6254064.000000 Penalty: 5283.332520
	Iteration 33Q: 3 clusters Score -6254064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -6254069.500000 Penalty: 5283.332520
	Iteration 34Q: 3 clusters Score -6254070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -6254081.000000 Penalty: 5283.332520
	Iteration 35Q: 3 clusters Score -6254081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6254079.500000 Penalty: 5283.332520
	Iteration 36Q: 3 clusters Score -6254080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -6254081.000000 Penalty: 5283.332520
	Iteration 37Q: 3 clusters Score -6254081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -6254083.000000 Penalty: 5283.332520
	Iteration 38Q: 3 clusters Score -6254083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -6254082.500000 Penalty: 5283.332520
	Iteration 39Q: 3 clusters Score -6254082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6254083.000000 Penalty: 5283.332520
	Iteration 40F: 3 clusters Score -6254083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -6254093.000000 Penalty: 5283.332520
	Iteration 41Q: 3 clusters Score -6254093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -6254093.500000 Penalty: 5283.332520
	Iteration 42Q: 3 clusters Score -6254094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -6254093.000000 Penalty: 5283.332520
	Iteration 43Q: 3 clusters Score -6254093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6254085.000000 Penalty: 5283.332520
	Iteration 44Q: 3 clusters Score -6254085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -6254097.000000 Penalty: 5283.332520
	Iteration 45Q: 3 clusters Score -6254097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -6254087.500000 Penalty: 5283.332520
	Iteration 46Q: 3 clusters Score -6254088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -6254093.500000 Penalty: 5283.332520
	Iteration 47Q: 3 clusters Score -6254094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -6254094.000000 Penalty: 5283.332520
	Iteration 48Q: 3 clusters Score -6254094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -6254096.500000 Penalty: 5283.332520
	Iteration 49Q: 3 clusters Score -6254096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -6254091.500000 Penalty: 5283.332520
	Iteration 50Q: 3 clusters Score -6254092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -6254092.000000 Penalty: 5283.332520
	Iteration 51Q: 3 clusters Score -6254092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -6254098.500000 Penalty: 5283.332520
	Iteration 52Q: 3 clusters Score -6254098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -6254094.000000 Penalty: 5283.332520
	Iteration 53Q: 3 clusters Score -6254094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -6254090.000000 Penalty: 5283.332520
	Iteration 54Q: 3 clusters Score -6254090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -6254088.500000 Penalty: 5283.332520
	Iteration 55Q: 3 clusters Score -6254088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -6254093.000000 Penalty: 5283.332520
	Iteration 56Q: 3 clusters Score -6254093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -6254090.000000 Penalty: 5283.332520
	Iteration 57Q: 3 clusters Score -6254090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -6254088.000000 Penalty: 5283.332520
	Iteration 58Q: 3 clusters Score -6254088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -6254088.000000 Penalty: 5283.332520
	Iteration 59F: 3 clusters Score -6254088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Entering Unmasked Estep 
Score: -114881168.000000 Penalty: 87667.273438
Splitting cluster 10 changes total score from -114735880.000000 to -114881168.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (28798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Entering Unmasked Estep 
Score: -4101188.000000 Penalty: 2546.479248
	Iteration 0F: 2 clusters Score -4101188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4081558.000000 Penalty: 5092.958496
	Iteration 0F: 3 clusters Score -4081558 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -4090066.000000 Penalty: 5092.958496
	Iteration 1F: 3 clusters Score -4090066 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4093091.250000 Penalty: 5092.958496
	Iteration 2F: 3 clusters Score -4093091 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4098031.000000 Penalty: 5092.958496
	Iteration 3F: 3 clusters Score -4098031 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4102915.750000 Penalty: 5092.958496
	Iteration 4F: 3 clusters Score -4102916 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4105210.000000 Penalty: 5092.958496
	Iteration 5F: 3 clusters Score -4105210 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4106550.750000 Penalty: 5092.958496
	Iteration 6Q: 3 clusters Score -4106551 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4107658.500000 Penalty: 5092.958496
	Iteration 7Q: 3 clusters Score -4107658 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -4108322.750000 Penalty: 5092.958496
	Iteration 8Q: 3 clusters Score -4108323 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4108656.250000 Penalty: 5092.958496
	Iteration 9Q: 3 clusters Score -4108656 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4108797.750000 Penalty: 5092.958496
	Iteration 10Q: 3 clusters Score -4108798 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4108894.500000 Penalty: 5092.958496
	Iteration 11Q: 3 clusters Score -4108894 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4108936.000000 Penalty: 5092.958496
	Iteration 12Q: 3 clusters Score -4108936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -4108983.250000 Penalty: 5092.958496
	Iteration 13Q: 3 clusters Score -4108983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -4109032.250000 Penalty: 5092.958496
	Iteration 14Q: 3 clusters Score -4109032 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4109097.000000 Penalty: 5092.958496
	Iteration 15Q: 3 clusters Score -4109097 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -4109166.500000 Penalty: 5092.958496
	Iteration 16Q: 3 clusters Score -4109166 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4109267.000000 Penalty: 5092.958496
	Iteration 17Q: 3 clusters Score -4109267 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4109410.000000 Penalty: 5092.958496
	Iteration 18Q: 3 clusters Score -4109410 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -4109814.750000 Penalty: 5092.958496
	Iteration 19Q: 3 clusters Score -4109815 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4110445.500000 Penalty: 5092.958496
	Iteration 20F: 3 clusters Score -4110446 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4111308.000000 Penalty: 5092.958496
	Iteration 21Q: 3 clusters Score -4111308 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -4112066.000000 Penalty: 5092.958496
	Iteration 22Q: 3 clusters Score -4112066 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4112441.250000 Penalty: 5092.958496
	Iteration 23Q: 3 clusters Score -4112441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4112514.750000 Penalty: 5092.958496
	Iteration 24Q: 3 clusters Score -4112515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4112528.500000 Penalty: 5092.958496
	Iteration 25Q: 3 clusters Score -4112528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4112530.500000 Penalty: 5092.958496
	Iteration 26Q: 3 clusters Score -4112530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4112527.000000 Penalty: 5092.958496
	Iteration 27Q: 3 clusters Score -4112527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4112531.750000 Penalty: 5092.958496
	Iteration 28Q: 3 clusters Score -4112532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4112531.750000 Penalty: 5092.958496
	Iteration 29F: 3 clusters Score -4112532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 24544 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Entering Unmasked Estep 
Score: -114890936.000000 Penalty: 91039.093750
Splitting cluster 11 changes total score from -114735880.000000 to -114890936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (24544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Entering Unmasked Estep 
Score: -3604001.000000 Penalty: 2506.839355
	Iteration 0F: 2 clusters Score -3604001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -3586906.500000 Penalty: 5013.678711
	Iteration 0F: 3 clusters Score -3586906 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3593927.750000 Penalty: 5013.678711
	Iteration 1F: 3 clusters Score -3593928 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3596291.750000 Penalty: 5013.678711
	Iteration 2F: 3 clusters Score -3596292 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -3599144.750000 Penalty: 5013.678711
	Iteration 3F: 3 clusters Score -3599145 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3601471.000000 Penalty: 5013.678711
	Iteration 4F: 3 clusters Score -3601471 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3602989.000000 Penalty: 5013.678711
	Iteration 5F: 3 clusters Score -3602989 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3604148.750000 Penalty: 5013.678711
	Iteration 6F: 3 clusters Score -3604149 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3605205.750000 Penalty: 5013.678711
	Iteration 7Q: 3 clusters Score -3605206 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3606349.250000 Penalty: 5013.678711
	Iteration 8Q: 3 clusters Score -3606349 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -3607288.750000 Penalty: 5013.678711
	Iteration 9Q: 3 clusters Score -3607289 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3608175.500000 Penalty: 5013.678711
	Iteration 10Q: 3 clusters Score -3608176 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3609094.250000 Penalty: 5013.678711
	Iteration 11Q: 3 clusters Score -3609094 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3609650.750000 Penalty: 5013.678711
	Iteration 12Q: 3 clusters Score -3609651 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3609806.750000 Penalty: 5013.678711
	Iteration 13Q: 3 clusters Score -3609807 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3609865.750000 Penalty: 5013.678711
	Iteration 14Q: 3 clusters Score -3609866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -3609891.500000 Penalty: 5013.678711
	Iteration 15Q: 3 clusters Score -3609892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3609905.000000 Penalty: 5013.678711
	Iteration 16Q: 3 clusters Score -3609905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3609906.250000 Penalty: 5013.678711
	Iteration 17Q: 3 clusters Score -3609906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3609909.500000 Penalty: 5013.678711
	Iteration 18Q: 3 clusters Score -3609910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3609913.500000 Penalty: 5013.678711
	Iteration 19Q: 3 clusters Score -3609914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3609917.750000 Penalty: 5013.678711
	Iteration 20F: 3 clusters Score -3609918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3609921.000000 Penalty: 5013.678711
	Iteration 21Q: 3 clusters Score -3609921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3609918.000000 Penalty: 5013.678711
	Iteration 22Q: 3 clusters Score -3609918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -3609915.000000 Penalty: 5013.678711
	Iteration 23Q: 3 clusters Score -3609915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3609919.750000 Penalty: 5013.678711
	Iteration 24Q: 3 clusters Score -3609920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3609919.000000 Penalty: 5013.678711
	Iteration 25Q: 3 clusters Score -3609919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -3609918.250000 Penalty: 5013.678711
	Iteration 26Q: 3 clusters Score -3609918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3609922.000000 Penalty: 5013.678711
	Iteration 27Q: 3 clusters Score -3609922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3609923.000000 Penalty: 5013.678711
	Iteration 28Q: 3 clusters Score -3609923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3609923.250000 Penalty: 5013.678711
	Iteration 29Q: 3 clusters Score -3609923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3609925.750000 Penalty: 5013.678711
	Iteration 30Q: 3 clusters Score -3609926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3609924.250000 Penalty: 5013.678711
	Iteration 31Q: 3 clusters Score -3609924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3609925.750000 Penalty: 5013.678711
	Iteration 32Q: 3 clusters Score -3609926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -3609921.000000 Penalty: 5013.678711
	Iteration 33Q: 3 clusters Score -3609921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3609925.250000 Penalty: 5013.678711
	Iteration 34Q: 3 clusters Score -3609925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3609928.250000 Penalty: 5013.678711
	Iteration 35Q: 3 clusters Score -3609928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3609929.250000 Penalty: 5013.678711
	Iteration 36Q: 3 clusters Score -3609929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3609929.500000 Penalty: 5013.678711
	Iteration 37Q: 3 clusters Score -3609930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3609933.500000 Penalty: 5013.678711
	Iteration 38Q: 3 clusters Score -3609934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3609931.750000 Penalty: 5013.678711
	Iteration 39Q: 3 clusters Score -3609932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3609932.250000 Penalty: 5013.678711
	Iteration 40F: 3 clusters Score -3609932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 84653 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Entering Unmasked Estep 
Score: -114896104.000000 Penalty: 94410.914062
Splitting cluster 12 changes total score from -114735880.000000 to -114896104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (84653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84653 members 
Entering Unmasked Estep 
Score: -11750219.000000 Penalty: 2813.886230
	Iteration 0F: 2 clusters Score -1.175022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -11693596.000000 Penalty: 5627.772461
	Iteration 0F: 3 clusters Score -1.16936e+07 nChanged 40113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -11717783.000000 Penalty: 5627.772461
	Iteration 1F: 3 clusters Score -1.171778e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -11720450.000000 Penalty: 5627.772461
	Iteration 2F: 3 clusters Score -1.172045e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -11723921.000000 Penalty: 5627.772461
	Iteration 3F: 3 clusters Score -1.172392e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -11728077.000000 Penalty: 5627.772461
	Iteration 4F: 3 clusters Score -1.172808e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -11732043.000000 Penalty: 5627.772461
	Iteration 5F: 3 clusters Score -1.173204e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -11735562.000000 Penalty: 5627.772461
	Iteration 6F: 3 clusters Score -1.173556e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -11738249.000000 Penalty: 5627.772461
	Iteration 7F: 3 clusters Score -1.173825e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -11740318.000000 Penalty: 5627.772461
	Iteration 8Q: 3 clusters Score -1.174032e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -11741941.000000 Penalty: 5627.772461
	Iteration 9Q: 3 clusters Score -1.174194e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -11743332.000000 Penalty: 5627.772461
	Iteration 10Q: 3 clusters Score -1.174333e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -11744510.000000 Penalty: 5627.772461
	Iteration 11Q: 3 clusters Score -1.174451e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -11745660.000000 Penalty: 5627.772461
	Iteration 12Q: 3 clusters Score -1.174566e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -11746705.000000 Penalty: 5627.772461
	Iteration 13Q: 3 clusters Score -1.17467e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -11747814.000000 Penalty: 5627.772461
	Iteration 14Q: 3 clusters Score -1.174781e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -11748746.000000 Penalty: 5627.772461
	Iteration 15Q: 3 clusters Score -1.174875e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -11749593.000000 Penalty: 5627.772461
	Iteration 16Q: 3 clusters Score -1.174959e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -11750378.000000 Penalty: 5627.772461
	Iteration 17Q: 3 clusters Score -1.175038e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71486 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -11750929.000000 Penalty: 5627.772461
	Iteration 18Q: 3 clusters Score -1.175093e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -11751312.000000 Penalty: 5627.772461
	Iteration 19Q: 3 clusters Score -1.175131e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -11751521.000000 Penalty: 5627.772461
	Iteration 20F: 3 clusters Score -1.175152e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73289 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -11751669.000000 Penalty: 5627.772461
	Iteration 21Q: 3 clusters Score -1.175167e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -11751825.000000 Penalty: 5627.772461
	Iteration 22Q: 3 clusters Score -1.175182e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74121 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -11751971.000000 Penalty: 5627.772461
	Iteration 23Q: 3 clusters Score -1.175197e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -11752084.000000 Penalty: 5627.772461
	Iteration 24Q: 3 clusters Score -1.175208e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -11752167.000000 Penalty: 5627.772461
	Iteration 25Q: 3 clusters Score -1.175217e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74994 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -11752252.000000 Penalty: 5627.772461
	Iteration 26Q: 3 clusters Score -1.175225e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -11752343.000000 Penalty: 5627.772461
	Iteration 27Q: 3 clusters Score -1.175234e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75446 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -11752396.000000 Penalty: 5627.772461
	Iteration 28Q: 3 clusters Score -1.17524e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -11752433.000000 Penalty: 5627.772461
	Iteration 29Q: 3 clusters Score -1.175243e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75801 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -11752460.000000 Penalty: 5627.772461
	Iteration 30Q: 3 clusters Score -1.175246e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -11752480.000000 Penalty: 5627.772461
	Iteration 31Q: 3 clusters Score -1.175248e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -11752567.000000 Penalty: 5627.772461
	Iteration 32Q: 3 clusters Score -1.175257e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -11752599.000000 Penalty: 5627.772461
	Iteration 33Q: 3 clusters Score -1.17526e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -11752626.000000 Penalty: 5627.772461
	Iteration 34Q: 3 clusters Score -1.175263e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -11752623.000000 Penalty: 5627.772461
	Iteration 35Q: 3 clusters Score -1.175262e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -11752638.000000 Penalty: 5627.772461
	Iteration 36Q: 3 clusters Score -1.175264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -11752652.000000 Penalty: 5627.772461
	Iteration 37Q: 3 clusters Score -1.175265e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -11752672.000000 Penalty: 5627.772461
	Iteration 38Q: 3 clusters Score -1.175267e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -11752673.000000 Penalty: 5627.772461
	Iteration 39Q: 3 clusters Score -1.175267e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -11752707.000000 Penalty: 5627.772461
	Iteration 40F: 3 clusters Score -1.175271e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -11752727.000000 Penalty: 5627.772461
	Iteration 41Q: 3 clusters Score -1.175273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -11752736.000000 Penalty: 5627.772461
	Iteration 42Q: 3 clusters Score -1.175274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -11752735.000000 Penalty: 5627.772461
	Iteration 43Q: 3 clusters Score -1.175274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -11752732.000000 Penalty: 5627.772461
	Iteration 44Q: 3 clusters Score -1.175273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76908 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -11752730.000000 Penalty: 5627.772461
	Iteration 45Q: 3 clusters Score -1.175273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76940 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -11752720.000000 Penalty: 5627.772461
	Iteration 46Q: 3 clusters Score -1.175272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -11752723.000000 Penalty: 5627.772461
	Iteration 47Q: 3 clusters Score -1.175272e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76988 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -11752709.000000 Penalty: 5627.772461
	Iteration 48Q: 3 clusters Score -1.175271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -11752726.000000 Penalty: 5627.772461
	Iteration 49Q: 3 clusters Score -1.175273e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -11752734.000000 Penalty: 5627.772461
	Iteration 50Q: 3 clusters Score -1.175273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -11752766.000000 Penalty: 5627.772461
	Iteration 51Q: 3 clusters Score -1.175277e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -11752775.000000 Penalty: 5627.772461
	Iteration 52Q: 3 clusters Score -1.175278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -11752763.000000 Penalty: 5627.772461
	Iteration 53Q: 3 clusters Score -1.175276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77042 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -11752745.000000 Penalty: 5627.772461
	Iteration 54Q: 3 clusters Score -1.175274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -11752770.000000 Penalty: 5627.772461
	Iteration 55Q: 3 clusters Score -1.175277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -11752771.000000 Penalty: 5627.772461
	Iteration 56Q: 3 clusters Score -1.175277e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77053 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -11752770.000000 Penalty: 5627.772461
	Iteration 57Q: 3 clusters Score -1.175277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -11752765.000000 Penalty: 5627.772461
	Iteration 58Q: 3 clusters Score -1.175276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -11752770.000000 Penalty: 5627.772461
	Iteration 59Q: 3 clusters Score -1.175277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -11752778.000000 Penalty: 5627.772461
	Iteration 60F: 3 clusters Score -1.175278e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -11752779.000000 Penalty: 5627.772461
	Iteration 61Q: 3 clusters Score -1.175278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -11752784.000000 Penalty: 5627.772461
	Iteration 62Q: 3 clusters Score -1.175278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11752766.000000 Penalty: 5627.772461
	Iteration 63Q: 3 clusters Score -1.175277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -11752755.000000 Penalty: 5627.772461
	Iteration 64Q: 3 clusters Score -1.175276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -11752752.000000 Penalty: 5627.772461
	Iteration 65Q: 3 clusters Score -1.175275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11752753.000000 Penalty: 5627.772461
	Iteration 66Q: 3 clusters Score -1.175275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -11752758.000000 Penalty: 5627.772461
	Iteration 67Q: 3 clusters Score -1.175276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -11752761.000000 Penalty: 5627.772461
	Iteration 68Q: 3 clusters Score -1.175276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -11752774.000000 Penalty: 5627.772461
	Iteration 69Q: 3 clusters Score -1.175277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -11752767.000000 Penalty: 5627.772461
	Iteration 70Q: 3 clusters Score -1.175277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -11752778.000000 Penalty: 5627.772461
	Iteration 71Q: 3 clusters Score -1.175278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77069 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -11752778.000000 Penalty: 5627.772461
	Iteration 72Q: 3 clusters Score -1.175278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -11752780.000000 Penalty: 5627.772461
	Iteration 73Q: 3 clusters Score -1.175278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -11752782.000000 Penalty: 5627.772461
	Iteration 74Q: 3 clusters Score -1.175278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -11752768.000000 Penalty: 5627.772461
	Iteration 75Q: 3 clusters Score -1.175277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77061 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -11752767.000000 Penalty: 5627.772461
	Iteration 76Q: 3 clusters Score -1.175277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -11752757.000000 Penalty: 5627.772461
	Iteration 77Q: 3 clusters Score -1.175276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77050 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -11752758.000000 Penalty: 5627.772461
	Iteration 78Q: 3 clusters Score -1.175276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -11752755.000000 Penalty: 5627.772461
	Iteration 79Q: 3 clusters Score -1.175276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -11752765.000000 Penalty: 5627.772461
	Iteration 80F: 3 clusters Score -1.175276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -11752760.000000 Penalty: 5627.772461
	Iteration 81Q: 3 clusters Score -1.175276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -11752756.000000 Penalty: 5627.772461
	Iteration 82Q: 3 clusters Score -1.175276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -11752752.000000 Penalty: 5627.772461
	Iteration 83Q: 3 clusters Score -1.175275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -11752764.000000 Penalty: 5627.772461
	Iteration 84Q: 3 clusters Score -1.175276e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -11752763.000000 Penalty: 5627.772461
	Iteration 85Q: 3 clusters Score -1.175276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -11752751.000000 Penalty: 5627.772461
	Iteration 86Q: 3 clusters Score -1.175275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -11752750.000000 Penalty: 5627.772461
	Iteration 87Q: 3 clusters Score -1.175275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -11752763.000000 Penalty: 5627.772461
	Iteration 88Q: 3 clusters Score -1.175276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -11752776.000000 Penalty: 5627.772461
	Iteration 89Q: 3 clusters Score -1.175278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -11752768.000000 Penalty: 5627.772461
	Iteration 90Q: 3 clusters Score -1.175277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -11752769.000000 Penalty: 5627.772461
	Iteration 91Q: 3 clusters Score -1.175277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -11752773.000000 Penalty: 5627.772461
	Iteration 92Q: 3 clusters Score -1.175277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -11752761.000000 Penalty: 5627.772461
	Iteration 93Q: 3 clusters Score -1.175276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -11752751.000000 Penalty: 5627.772461
	Iteration 94Q: 3 clusters Score -1.175275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -11752753.000000 Penalty: 5627.772461
	Iteration 95Q: 3 clusters Score -1.175275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -11752759.000000 Penalty: 5627.772461
	Iteration 96Q: 3 clusters Score -1.175276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -11752758.000000 Penalty: 5627.772461
	Iteration 97Q: 3 clusters Score -1.175276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -11752758.000000 Penalty: 5627.772461
	Iteration 98F: 3 clusters Score -1.175276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 8121 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 7627 members 
Entering Unmasked Estep 
Score: -114898640.000000 Penalty: 97782.734375
Splitting cluster 13 changes total score from -114735880.000000 to -114898640.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -1154019.500000 Penalty: 2232.547852
	Iteration 0F: 2 clusters Score -1154020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1147555.625000 Penalty: 4465.095703
	Iteration 0F: 3 clusters Score -1147556 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1150031.000000 Penalty: 4465.095703
	Iteration 1F: 3 clusters Score -1150031 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1151337.750000 Penalty: 4465.095703
	Iteration 2F: 3 clusters Score -1151338 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1152256.625000 Penalty: 4465.095703
	Iteration 3F: 3 clusters Score -1152257 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1152788.125000 Penalty: 4465.095703
	Iteration 4F: 3 clusters Score -1152788 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1153243.250000 Penalty: 4465.095703
	Iteration 5F: 3 clusters Score -1153243 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1153607.500000 Penalty: 4465.095703
	Iteration 6Q: 3 clusters Score -1153608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1153841.000000 Penalty: 4465.095703
	Iteration 7Q: 3 clusters Score -1153841 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1154004.375000 Penalty: 4465.095703
	Iteration 8Q: 3 clusters Score -1154004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1154099.000000 Penalty: 4465.095703
	Iteration 9Q: 3 clusters Score -1154099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1154159.375000 Penalty: 4465.095703
	Iteration 10Q: 3 clusters Score -1154159 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1154184.000000 Penalty: 4465.095703
	Iteration 11Q: 3 clusters Score -1154184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1154205.875000 Penalty: 4465.095703
	Iteration 12Q: 3 clusters Score -1154206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1154215.750000 Penalty: 4465.095703
	Iteration 13Q: 3 clusters Score -1154216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1154228.250000 Penalty: 4465.095703
	Iteration 14Q: 3 clusters Score -1154228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1154235.000000 Penalty: 4465.095703
	Iteration 15Q: 3 clusters Score -1154235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1154247.875000 Penalty: 4465.095703
	Iteration 16Q: 3 clusters Score -1154248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1154253.625000 Penalty: 4465.095703
	Iteration 17Q: 3 clusters Score -1154254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1154258.750000 Penalty: 4465.095703
	Iteration 18Q: 3 clusters Score -1154259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1154262.000000 Penalty: 4465.095703
	Iteration 19Q: 3 clusters Score -1154262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1154265.875000 Penalty: 4465.095703
	Iteration 20F: 3 clusters Score -1154266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1154266.500000 Penalty: 4465.095703
	Iteration 21Q: 3 clusters Score -1154266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1154272.500000 Penalty: 4465.095703
	Iteration 22Q: 3 clusters Score -1154272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1154280.000000 Penalty: 4465.095703
	Iteration 23Q: 3 clusters Score -1154280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1154285.000000 Penalty: 4465.095703
	Iteration 24Q: 3 clusters Score -1154285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1154290.750000 Penalty: 4465.095703
	Iteration 25Q: 3 clusters Score -1154291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1154289.625000 Penalty: 4465.095703
	Iteration 26Q: 3 clusters Score -1154290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1154294.250000 Penalty: 4465.095703
	Iteration 27Q: 3 clusters Score -1154294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1154294.000000 Penalty: 4465.095703
	Iteration 28Q: 3 clusters Score -1154294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1154295.750000 Penalty: 4465.095703
	Iteration 29Q: 3 clusters Score -1154296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1154294.250000 Penalty: 4465.095703
	Iteration 30Q: 3 clusters Score -1154294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1154294.375000 Penalty: 4465.095703
	Iteration 31Q: 3 clusters Score -1154294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1154297.125000 Penalty: 4465.095703
	Iteration 32Q: 3 clusters Score -1154297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1154301.750000 Penalty: 4465.095703
	Iteration 33Q: 3 clusters Score -1154302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1154298.625000 Penalty: 4465.095703
	Iteration 34Q: 3 clusters Score -1154299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1154300.250000 Penalty: 4465.095703
	Iteration 35Q: 3 clusters Score -1154300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1154301.375000 Penalty: 4465.095703
	Iteration 36Q: 3 clusters Score -1154301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1154302.875000 Penalty: 4465.095703
	Iteration 37Q: 3 clusters Score -1154303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1154302.500000 Penalty: 4465.095703
	Iteration 38Q: 3 clusters Score -1154302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1154302.625000 Penalty: 4465.095703
	Iteration 39Q: 3 clusters Score -1154303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1154302.625000 Penalty: 4465.095703
	Iteration 40F: 3 clusters Score -1154303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 5652 members 
Entering Unmasked Estep 
Score: -114897488.000000 Penalty: 101154.546875
Splitting cluster 14 changes total score from -114735880.000000 to -114897488.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -309404.125000 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -309404.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -306895.687500 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -306895.7 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -310990.406250 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -310990.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -314207.218750 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -314207.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -316720.593750 Penalty: 3854.449219
	Iteration 3F: 3 clusters Score -316720.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -317339.718750 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -317339.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -317615.281250 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -317615.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -317884.000000 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -317884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -318147.781250 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -318147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -318313.843750 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -318313.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -318428.281250 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -318428.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -318482.187500 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -318482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -318486.968750 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -318487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -318488.031250 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -318488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -318645.031250 Penalty: 3854.449219
	Iteration 13F: 3 clusters Score -318645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -320548.312500 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -320548.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -320557.937500 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -320557.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -320562.687500 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -320562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -320563.906250 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -320563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -320563.906250 Penalty: 3854.449219
	Iteration 18F: 3 clusters Score -320563.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 117151 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 1738 members 
Entering Unmasked Estep 
Score: -114907320.000000 Penalty: 104526.367188
Splitting cluster 15 changes total score from -114735880.000000 to -114907320.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (117151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117151 members 
Entering Unmasked Estep 
Score: -17275936.000000 Penalty: 2894.462402
	Iteration 0F: 2 clusters Score -1.727594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -17198310.000000 Penalty: 5788.924805
	Iteration 0F: 3 clusters Score -1.719831e+07 nChanged 55658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62612 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -17230932.000000 Penalty: 5788.924805
	Iteration 1F: 3 clusters Score -1.723093e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -17233194.000000 Penalty: 5788.924805
	Iteration 2Q: 3 clusters Score -1.723319e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 48795 members 
Entering Unmasked Estep 
Score: -17236548.000000 Penalty: 5788.924805
	Iteration 3F: 3 clusters Score -1.723655e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -17241808.000000 Penalty: 5788.924805
	Iteration 4F: 3 clusters Score -1.724181e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80378 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -17248606.000000 Penalty: 5788.924805
	Iteration 5F: 3 clusters Score -1.724861e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -17256064.000000 Penalty: 5788.924805
	Iteration 6F: 3 clusters Score -1.725606e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95597 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -17263156.000000 Penalty: 5788.924805
	Iteration 7F: 3 clusters Score -1.726316e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101487 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -17268648.000000 Penalty: 5788.924805
	Iteration 8F: 3 clusters Score -1.726865e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -17272206.000000 Penalty: 5788.924805
	Iteration 9Q: 3 clusters Score -1.727221e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -17274430.000000 Penalty: 5788.924805
	Iteration 10Q: 3 clusters Score -1.727443e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -17275560.000000 Penalty: 5788.924805
	Iteration 11Q: 3 clusters Score -1.727556e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110325 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -17276194.000000 Penalty: 5788.924805
	Iteration 12Q: 3 clusters Score -1.727619e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -17276606.000000 Penalty: 5788.924805
	Iteration 13Q: 3 clusters Score -1.727661e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111360 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -17276888.000000 Penalty: 5788.924805
	Iteration 14Q: 3 clusters Score -1.727689e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111685 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -17277154.000000 Penalty: 5788.924805
	Iteration 15Q: 3 clusters Score -1.727715e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111915 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -17277368.000000 Penalty: 5788.924805
	Iteration 16Q: 3 clusters Score -1.727737e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112070 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -17277586.000000 Penalty: 5788.924805
	Iteration 17Q: 3 clusters Score -1.727759e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -17277684.000000 Penalty: 5788.924805
	Iteration 18Q: 3 clusters Score -1.727768e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -17277788.000000 Penalty: 5788.924805
	Iteration 19Q: 3 clusters Score -1.727779e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112298 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -17277812.000000 Penalty: 5788.924805
	Iteration 20F: 3 clusters Score -1.727781e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -17277808.000000 Penalty: 5788.924805
	Iteration 21Q: 3 clusters Score -1.727781e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -17277856.000000 Penalty: 5788.924805
	Iteration 22Q: 3 clusters Score -1.727786e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -17277866.000000 Penalty: 5788.924805
	Iteration 23Q: 3 clusters Score -1.727787e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -17277876.000000 Penalty: 5788.924805
	Iteration 24Q: 3 clusters Score -1.727788e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112350 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -17277878.000000 Penalty: 5788.924805
	Iteration 25Q: 3 clusters Score -1.727788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -17277892.000000 Penalty: 5788.924805
	Iteration 26Q: 3 clusters Score -1.727789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -17277902.000000 Penalty: 5788.924805
	Iteration 27Q: 3 clusters Score -1.72779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112354 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -17277922.000000 Penalty: 5788.924805
	Iteration 28Q: 3 clusters Score -1.727792e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112344 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -17277940.000000 Penalty: 5788.924805
	Iteration 29Q: 3 clusters Score -1.727794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -17277932.000000 Penalty: 5788.924805
	Iteration 30Q: 3 clusters Score -1.727793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112346 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -17277928.000000 Penalty: 5788.924805
	Iteration 31Q: 3 clusters Score -1.727793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112337 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -17277936.000000 Penalty: 5788.924805
	Iteration 32Q: 3 clusters Score -1.727794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -17277922.000000 Penalty: 5788.924805
	Iteration 33Q: 3 clusters Score -1.727792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -17277926.000000 Penalty: 5788.924805
	Iteration 34Q: 3 clusters Score -1.727793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112319 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -17277932.000000 Penalty: 5788.924805
	Iteration 35Q: 3 clusters Score -1.727793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -17277936.000000 Penalty: 5788.924805
	Iteration 36Q: 3 clusters Score -1.727794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -17277924.000000 Penalty: 5788.924805
	Iteration 37Q: 3 clusters Score -1.727792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112306 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -17277924.000000 Penalty: 5788.924805
	Iteration 38Q: 3 clusters Score -1.727792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -17277920.000000 Penalty: 5788.924805
	Iteration 39Q: 3 clusters Score -1.727792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112303 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -17277924.000000 Penalty: 5788.924805
	Iteration 40F: 3 clusters Score -1.727792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -17277916.000000 Penalty: 5788.924805
	Iteration 41Q: 3 clusters Score -1.727792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112299 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -17277914.000000 Penalty: 5788.924805
	Iteration 42Q: 3 clusters Score -1.727791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112296 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -17277908.000000 Penalty: 5788.924805
	Iteration 43Q: 3 clusters Score -1.727791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112294 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -17277922.000000 Penalty: 5788.924805
	Iteration 44Q: 3 clusters Score -1.727792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -17277916.000000 Penalty: 5788.924805
	Iteration 45Q: 3 clusters Score -1.727792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112293 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -17277916.000000 Penalty: 5788.924805
	Iteration 46F: 3 clusters Score -1.727792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 112293 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 33657 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 1738 members 
Mstep: Class 32 contains 4858 members 
Entering Unmasked Estep 
Score: -114909520.000000 Penalty: 107898.187500
Splitting cluster 16 changes total score from -114735880.000000 to -114909520.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (12566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Entering Unmasked Estep 
Score: -1859488.125000 Penalty: 2340.810059
	Iteration 0F: 2 clusters Score -1859488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1850261.625000 Penalty: 4681.620117
	Iteration 0F: 3 clusters Score -1850262 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1853114.125000 Penalty: 4681.620117
	Iteration 1F: 3 clusters Score -1853114 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1853584.375000 Penalty: 4681.620117
	Iteration 2F: 3 clusters Score -1853584 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1854001.000000 Penalty: 4681.620117
	Iteration 3F: 3 clusters Score -1854001 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1854334.250000 Penalty: 4681.620117
	Iteration 4Q: 3 clusters Score -1854334 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1854646.000000 Penalty: 4681.620117
	Iteration 5Q: 3 clusters Score -1854646 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1854908.625000 Penalty: 4681.620117
	Iteration 6Q: 3 clusters Score -1854909 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1855134.000000 Penalty: 4681.620117
	Iteration 7Q: 3 clusters Score -1855134 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1855346.625000 Penalty: 4681.620117
	Iteration 8Q: 3 clusters Score -1855347 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1855538.750000 Penalty: 4681.620117
	Iteration 9Q: 3 clusters Score -1855539 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1855700.375000 Penalty: 4681.620117
	Iteration 10Q: 3 clusters Score -1855700 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1855833.625000 Penalty: 4681.620117
	Iteration 11Q: 3 clusters Score -1855834 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1855941.250000 Penalty: 4681.620117
	Iteration 12Q: 3 clusters Score -1855941 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1856055.000000 Penalty: 4681.620117
	Iteration 13Q: 3 clusters Score -1856055 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1856187.000000 Penalty: 4681.620117
	Iteration 14Q: 3 clusters Score -1856187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1856316.875000 Penalty: 4681.620117
	Iteration 15Q: 3 clusters Score -1856317 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1856447.875000 Penalty: 4681.620117
	Iteration 16Q: 3 clusters Score -1856448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1856582.625000 Penalty: 4681.620117
	Iteration 17Q: 3 clusters Score -1856583 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1856727.125000 Penalty: 4681.620117
	Iteration 18Q: 3 clusters Score -1856727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1856870.000000 Penalty: 4681.620117
	Iteration 19Q: 3 clusters Score -1856870 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1857005.000000 Penalty: 4681.620117
	Iteration 20F: 3 clusters Score -1857005 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1857138.875000 Penalty: 4681.620117
	Iteration 21Q: 3 clusters Score -1857139 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1857273.125000 Penalty: 4681.620117
	Iteration 22Q: 3 clusters Score -1857273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1857412.625000 Penalty: 4681.620117
	Iteration 23Q: 3 clusters Score -1857413 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1857555.500000 Penalty: 4681.620117
	Iteration 24Q: 3 clusters Score -1857556 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1857704.750000 Penalty: 4681.620117
	Iteration 25Q: 3 clusters Score -1857705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1857823.250000 Penalty: 4681.620117
	Iteration 26Q: 3 clusters Score -1857823 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1857913.625000 Penalty: 4681.620117
	Iteration 27Q: 3 clusters Score -1857914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1857981.625000 Penalty: 4681.620117
	Iteration 28Q: 3 clusters Score -1857982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1858020.250000 Penalty: 4681.620117
	Iteration 29Q: 3 clusters Score -1858020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1858054.750000 Penalty: 4681.620117
	Iteration 30Q: 3 clusters Score -1858055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1858067.625000 Penalty: 4681.620117
	Iteration 31Q: 3 clusters Score -1858068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1858082.250000 Penalty: 4681.620117
	Iteration 32Q: 3 clusters Score -1858082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1858092.625000 Penalty: 4681.620117
	Iteration 33Q: 3 clusters Score -1858093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1858104.875000 Penalty: 4681.620117
	Iteration 34Q: 3 clusters Score -1858105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1858107.000000 Penalty: 4681.620117
	Iteration 35Q: 3 clusters Score -1858107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1858111.375000 Penalty: 4681.620117
	Iteration 36Q: 3 clusters Score -1858111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1858117.125000 Penalty: 4681.620117
	Iteration 37Q: 3 clusters Score -1858117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1858120.125000 Penalty: 4681.620117
	Iteration 38Q: 3 clusters Score -1858120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1858123.375000 Penalty: 4681.620117
	Iteration 39Q: 3 clusters Score -1858123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1858126.000000 Penalty: 4681.620117
	Iteration 40F: 3 clusters Score -1858126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1858126.625000 Penalty: 4681.620117
	Iteration 41Q: 3 clusters Score -1858127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1858127.125000 Penalty: 4681.620117
	Iteration 42Q: 3 clusters Score -1858127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1858130.875000 Penalty: 4681.620117
	Iteration 43Q: 3 clusters Score -1858131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1858136.250000 Penalty: 4681.620117
	Iteration 44Q: 3 clusters Score -1858136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1858142.000000 Penalty: 4681.620117
	Iteration 45Q: 3 clusters Score -1858142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1858148.875000 Penalty: 4681.620117
	Iteration 46Q: 3 clusters Score -1858149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1858148.625000 Penalty: 4681.620117
	Iteration 47Q: 3 clusters Score -1858149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1858153.250000 Penalty: 4681.620117
	Iteration 48Q: 3 clusters Score -1858153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1858157.500000 Penalty: 4681.620117
	Iteration 49Q: 3 clusters Score -1858158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1858165.500000 Penalty: 4681.620117
	Iteration 50Q: 3 clusters Score -1858166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1858165.750000 Penalty: 4681.620117
	Iteration 51Q: 3 clusters Score -1858166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1858168.250000 Penalty: 4681.620117
	Iteration 52Q: 3 clusters Score -1858168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1858166.500000 Penalty: 4681.620117
	Iteration 53Q: 3 clusters Score -1858166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1858165.125000 Penalty: 4681.620117
	Iteration 54Q: 3 clusters Score -1858165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1858166.000000 Penalty: 4681.620117
	Iteration 55Q: 3 clusters Score -1858166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1858166.000000 Penalty: 4681.620117
	Iteration 56F: 3 clusters Score -1858166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Entering Unmasked Estep 
Score: -4862670.500000 Penalty: 2582.106689
	Iteration 0F: 2 clusters Score -4862670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -4839904.500000 Penalty: 5164.213379
	Iteration 0F: 3 clusters Score -4839904 nChanged 15149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -4848530.000000 Penalty: 5164.213379
	Iteration 1F: 3 clusters Score -4848530 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4849743.000000 Penalty: 5164.213379
	Iteration 2F: 3 clusters Score -4849743 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4851705.500000 Penalty: 5164.213379
	Iteration 3F: 3 clusters Score -4851706 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4854590.000000 Penalty: 5164.213379
	Iteration 4F: 3 clusters Score -4854590 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4857267.500000 Penalty: 5164.213379
	Iteration 5F: 3 clusters Score -4857268 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4859074.500000 Penalty: 5164.213379
	Iteration 6F: 3 clusters Score -4859074 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4859968.000000 Penalty: 5164.213379
	Iteration 7F: 3 clusters Score -4859968 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4860342.000000 Penalty: 5164.213379
	Iteration 8Q: 3 clusters Score -4860342 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4860491.000000 Penalty: 5164.213379
	Iteration 9Q: 3 clusters Score -4860491 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -4860536.000000 Penalty: 5164.213379
	Iteration 10Q: 3 clusters Score -4860536 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4860580.500000 Penalty: 5164.213379
	Iteration 11Q: 3 clusters Score -4860580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -4860598.000000 Penalty: 5164.213379
	Iteration 12Q: 3 clusters Score -4860598 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4860616.500000 Penalty: 5164.213379
	Iteration 13Q: 3 clusters Score -4860616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4860611.000000 Penalty: 5164.213379
	Iteration 14Q: 3 clusters Score -4860611 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4860617.500000 Penalty: 5164.213379
	Iteration 15Q: 3 clusters Score -4860618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4860610.000000 Penalty: 5164.213379
	Iteration 16Q: 3 clusters Score -4860610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4860628.000000 Penalty: 5164.213379
	Iteration 17Q: 3 clusters Score -4860628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4860620.000000 Penalty: 5164.213379
	Iteration 18Q: 3 clusters Score -4860620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4860614.500000 Penalty: 5164.213379
	Iteration 19Q: 3 clusters Score -4860614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4860618.000000 Penalty: 5164.213379
	Iteration 20F: 3 clusters Score -4860618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4860629.500000 Penalty: 5164.213379
	Iteration 21Q: 3 clusters Score -4860630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4860641.000000 Penalty: 5164.213379
	Iteration 22Q: 3 clusters Score -4860641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -4860645.000000 Penalty: 5164.213379
	Iteration 23Q: 3 clusters Score -4860645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4860658.500000 Penalty: 5164.213379
	Iteration 24Q: 3 clusters Score -4860658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4860657.000000 Penalty: 5164.213379
	Iteration 25Q: 3 clusters Score -4860657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4860658.000000 Penalty: 5164.213379
	Iteration 26Q: 3 clusters Score -4860658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4860654.000000 Penalty: 5164.213379
	Iteration 27Q: 3 clusters Score -4860654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -4860651.000000 Penalty: 5164.213379
	Iteration 28Q: 3 clusters Score -4860651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4860648.500000 Penalty: 5164.213379
	Iteration 29Q: 3 clusters Score -4860648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -4860646.000000 Penalty: 5164.213379
	Iteration 30Q: 3 clusters Score -4860646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4860648.500000 Penalty: 5164.213379
	Iteration 31Q: 3 clusters Score -4860648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4860651.000000 Penalty: 5164.213379
	Iteration 32Q: 3 clusters Score -4860651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4860648.500000 Penalty: 5164.213379
	Iteration 33Q: 3 clusters Score -4860648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4860644.500000 Penalty: 5164.213379
	Iteration 34Q: 3 clusters Score -4860644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4860644.500000 Penalty: 5164.213379
	Iteration 35Q: 3 clusters Score -4860644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -4860644.500000 Penalty: 5164.213379
	Iteration 36F: 3 clusters Score -4860644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Entering Unmasked Estep 
Score: -4605797.000000 Penalty: 2585.145996
	Iteration 0F: 2 clusters Score -4605797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4583093.000000 Penalty: 5170.291992
	Iteration 0F: 3 clusters Score -4583093 nChanged 15274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -4593959.000000 Penalty: 5170.291992
	Iteration 1F: 3 clusters Score -4593959 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4598381.500000 Penalty: 5170.291992
	Iteration 2F: 3 clusters Score -4598382 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -4602609.000000 Penalty: 5170.291992
	Iteration 3F: 3 clusters Score -4602609 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4605165.000000 Penalty: 5170.291992
	Iteration 4F: 3 clusters Score -4605165 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4606388.500000 Penalty: 5170.291992
	Iteration 5F: 3 clusters Score -4606388 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4607054.000000 Penalty: 5170.291992
	Iteration 6Q: 3 clusters Score -4607054 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4607481.500000 Penalty: 5170.291992
	Iteration 7Q: 3 clusters Score -4607482 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4607752.000000 Penalty: 5170.291992
	Iteration 8Q: 3 clusters Score -4607752 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4607986.000000 Penalty: 5170.291992
	Iteration 9Q: 3 clusters Score -4607986 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -4608170.500000 Penalty: 5170.291992
	Iteration 10Q: 3 clusters Score -4608170 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -4608361.500000 Penalty: 5170.291992
	Iteration 11Q: 3 clusters Score -4608362 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4608461.500000 Penalty: 5170.291992
	Iteration 12Q: 3 clusters Score -4608462 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -4608597.000000 Penalty: 5170.291992
	Iteration 13Q: 3 clusters Score -4608597 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4608685.500000 Penalty: 5170.291992
	Iteration 14Q: 3 clusters Score -4608686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -4608765.000000 Penalty: 5170.291992
	Iteration 15Q: 3 clusters Score -4608765 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -4608813.000000 Penalty: 5170.291992
	Iteration 16Q: 3 clusters Score -4608813 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4608854.500000 Penalty: 5170.291992
	Iteration 17Q: 3 clusters Score -4608854 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4608890.500000 Penalty: 5170.291992
	Iteration 18Q: 3 clusters Score -4608890 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -4608955.000000 Penalty: 5170.291992
	Iteration 19Q: 3 clusters Score -4608955 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -4608990.000000 Penalty: 5170.291992
	Iteration 20F: 3 clusters Score -4608990 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4609041.000000 Penalty: 5170.291992
	Iteration 21Q: 3 clusters Score -4609041 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4609086.500000 Penalty: 5170.291992
	Iteration 22Q: 3 clusters Score -4609086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4609116.500000 Penalty: 5170.291992
	Iteration 23Q: 3 clusters Score -4609116 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -4609178.000000 Penalty: 5170.291992
	Iteration 24Q: 3 clusters Score -4609178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4609196.000000 Penalty: 5170.291992
	Iteration 25Q: 3 clusters Score -4609196 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4609242.000000 Penalty: 5170.291992
	Iteration 26Q: 3 clusters Score -4609242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4609269.000000 Penalty: 5170.291992
	Iteration 27Q: 3 clusters Score -4609269 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -4609299.500000 Penalty: 5170.291992
	Iteration 28Q: 3 clusters Score -4609300 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -4609324.500000 Penalty: 5170.291992
	Iteration 29Q: 3 clusters Score -4609324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4609338.000000 Penalty: 5170.291992
	Iteration 30Q: 3 clusters Score -4609338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4609356.500000 Penalty: 5170.291992
	Iteration 31Q: 3 clusters Score -4609356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4609379.500000 Penalty: 5170.291992
	Iteration 32Q: 3 clusters Score -4609380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -4609389.500000 Penalty: 5170.291992
	Iteration 33Q: 3 clusters Score -4609390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4609391.500000 Penalty: 5170.291992
	Iteration 34Q: 3 clusters Score -4609392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4609395.000000 Penalty: 5170.291992
	Iteration 35Q: 3 clusters Score -4609395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -4609391.000000 Penalty: 5170.291992
	Iteration 36Q: 3 clusters Score -4609391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4609408.000000 Penalty: 5170.291992
	Iteration 37Q: 3 clusters Score -4609408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -4609399.500000 Penalty: 5170.291992
	Iteration 38Q: 3 clusters Score -4609400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4609409.500000 Penalty: 5170.291992
	Iteration 39Q: 3 clusters Score -4609410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4609412.500000 Penalty: 5170.291992
	Iteration 40F: 3 clusters Score -4609412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -4609416.000000 Penalty: 5170.291992
	Iteration 41Q: 3 clusters Score -4609416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4609415.500000 Penalty: 5170.291992
	Iteration 42Q: 3 clusters Score -4609416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4609416.500000 Penalty: 5170.291992
	Iteration 43Q: 3 clusters Score -4609416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4609429.000000 Penalty: 5170.291992
	Iteration 44Q: 3 clusters Score -4609429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4609428.500000 Penalty: 5170.291992
	Iteration 45Q: 3 clusters Score -4609428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -4609428.000000 Penalty: 5170.291992
	Iteration 46Q: 3 clusters Score -4609428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4609432.000000 Penalty: 5170.291992
	Iteration 47Q: 3 clusters Score -4609432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4609435.000000 Penalty: 5170.291992
	Iteration 48Q: 3 clusters Score -4609435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4609434.500000 Penalty: 5170.291992
	Iteration 49Q: 3 clusters Score -4609434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4609433.500000 Penalty: 5170.291992
	Iteration 50Q: 3 clusters Score -4609434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4609432.000000 Penalty: 5170.291992
	Iteration 51Q: 3 clusters Score -4609432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -4609434.000000 Penalty: 5170.291992
	Iteration 52Q: 3 clusters Score -4609434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4609435.000000 Penalty: 5170.291992
	Iteration 53Q: 3 clusters Score -4609435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4609437.000000 Penalty: 5170.291992
	Iteration 54Q: 3 clusters Score -4609437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4609435.500000 Penalty: 5170.291992
	Iteration 55Q: 3 clusters Score -4609436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -4609435.500000 Penalty: 5170.291992
	Iteration 56Q: 3 clusters Score -4609436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4609440.500000 Penalty: 5170.291992
	Iteration 57Q: 3 clusters Score -4609440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -4609446.000000 Penalty: 5170.291992
	Iteration 58Q: 3 clusters Score -4609446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4609441.500000 Penalty: 5170.291992
	Iteration 59Q: 3 clusters Score -4609442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4609444.500000 Penalty: 5170.291992
	Iteration 60F: 3 clusters Score -4609444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4609449.000000 Penalty: 5170.291992
	Iteration 61Q: 3 clusters Score -4609449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4609443.000000 Penalty: 5170.291992
	Iteration 62Q: 3 clusters Score -4609443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4609448.500000 Penalty: 5170.291992
	Iteration 63Q: 3 clusters Score -4609448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4609446.000000 Penalty: 5170.291992
	Iteration 64Q: 3 clusters Score -4609446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4609440.000000 Penalty: 5170.291992
	Iteration 65Q: 3 clusters Score -4609440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4609443.500000 Penalty: 5170.291992
	Iteration 66Q: 3 clusters Score -4609444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4609443.500000 Penalty: 5170.291992
	Iteration 67F: 3 clusters Score -4609444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 112293 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 18 contains 2088 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 4912 members 
Mstep: Class 21 contains 56286 members 
Mstep: Class 22 contains 59265 members 
Mstep: Class 23 contains 96023 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 32223 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 19079 members 
Mstep: Class 29 contains 7627 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 1738 members 
Mstep: Class 32 contains 4858 members 
Mstep: Class 33 contains 28745 members 
Entering Unmasked Estep 
Score: -114912304.000000 Penalty: 111270.007812
Splitting cluster 20 changes total score from -114735880.000000 to -114912304.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 92855 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 65286 members 
Mstep: Class 10 contains 10049 members 
Mstep: Class 11 contains 22104 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 77026 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 112293 members 
Mstep: Class 17 contains 12566 members 
Mstep: Class 19 contains 33247 members 
Mstep: Class 20 contains 4912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114940576.000000 Penalty: 111270.007812
Iteration 39Q: 34 clusters Score -1.149406e+08 nChanged 31996
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 14207 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 92526 members 
Mstep: Class 7 contains 3098 members 
Mstep: Class 8 contains 7264 members 
Mstep: Class 9 contains 65838 members 
Mstep: Class 10 contains 10516 members 
Mstep: Class 11 contains 23762 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 82374 members 
Mstep: Class 14 contains 2444 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 111741 members 
Mstep: Class 17 contains 12096 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 33112 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 53555 members 
Mstep: Class 22 contains 56433 members 
Mstep: Class 23 contains 94751 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 31844 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 18174 members 
Mstep: Class 29 contains 8723 members 
Mstep: Class 30 contains 5549 members 
Mstep: Class 31 contains 1663 members 
Mstep: Class 32 contains 4522 members 
Mstep: Class 33 contains 27776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114963976.000000 Penalty: 111270.007812
Iteration 40F: 34 clusters Score -1.14964e+08 nChanged 26121
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 402 members 
Mstep: Class 3 contains 2744 members 
Mstep: Class 4 contains 14367 members 
Mstep: Class 5 contains 7130 members 
Mstep: Class 6 contains 90695 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 65517 members 
Mstep: Class 10 contains 10847 members 
Mstep: Class 11 contains 24143 members 
Mstep: Class 12 contains 5380 members 
Mstep: Class 13 contains 80008 members 
Mstep: Class 14 contains 2413 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 109887 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 32578 members 
Mstep: Class 20 contains 4536 members 
Mstep: Class 21 contains 53321 members 
Mstep: Class 22 contains 55083 members 
Mstep: Class 23 contains 97118 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 8934 members 
Mstep: Class 26 contains 31929 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 18779 members 
Mstep: Class 29 contains 10000 members 
Mstep: Class 30 contains 5814 members 
Mstep: Class 31 contains 1732 members 
Mstep: Class 32 contains 4693 members 
Mstep: Class 33 contains 29677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114972816.000000 Penalty: 111270.007812
Iteration 41Q: 34 clusters Score -1.149728e+08 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 401 members 
Mstep: Class 3 contains 2739 members 
Mstep: Class 4 contains 14703 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 6 contains 89442 members 
Mstep: Class 7 contains 3310 members 
Mstep: Class 8 contains 6735 members 
Mstep: Class 9 contains 65520 members 
Mstep: Class 10 contains 11109 members 
Mstep: Class 11 contains 24322 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 78913 members 
Mstep: Class 14 contains 2419 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 108784 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 32210 members 
Mstep: Class 20 contains 4543 members 
Mstep: Class 21 contains 52914 members 
Mstep: Class 22 contains 53946 members 
Mstep: Class 23 contains 98052 members 
Mstep: Class 24 contains 2278 members 
Mstep: Class 25 contains 9731 members 
Mstep: Class 26 contains 31878 members 
Mstep: Class 27 contains 6816 members 
Mstep: Class 28 contains 19143 members 
Mstep: Class 29 contains 10910 members 
Mstep: Class 30 contains 5954 members 
Mstep: Class 31 contains 1796 members 
Mstep: Class 32 contains 4693 members 
Mstep: Class 33 contains 30854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114976880.000000 Penalty: 111270.007812
Iteration 42Q: 34 clusters Score -1.149769e+08 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 15037 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 88426 members 
Mstep: Class 7 contains 3344 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 65561 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 24398 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 78315 members 
Mstep: Class 14 contains 2442 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 107909 members 
Mstep: Class 17 contains 11839 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 31982 members 
Mstep: Class 20 contains 4619 members 
Mstep: Class 21 contains 52527 members 
Mstep: Class 22 contains 53032 members 
Mstep: Class 23 contains 98470 members 
Mstep: Class 24 contains 2276 members 
Mstep: Class 25 contains 10383 members 
Mstep: Class 26 contains 31824 members 
Mstep: Class 27 contains 6858 members 
Mstep: Class 28 contains 19454 members 
Mstep: Class 29 contains 11635 members 
Mstep: Class 30 contains 6032 members 
Mstep: Class 31 contains 1824 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 31619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114979440.000000 Penalty: 111270.007812
Iteration 43Q: 34 clusters Score -1.149794e+08 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 400 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 15358 members 
Mstep: Class 5 contains 7918 members 
Mstep: Class 6 contains 87632 members 
Mstep: Class 7 contains 3353 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 65619 members 
Mstep: Class 10 contains 11496 members 
Mstep: Class 11 contains 24415 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 78103 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 107154 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 31765 members 
Mstep: Class 20 contains 4711 members 
Mstep: Class 21 contains 52133 members 
Mstep: Class 22 contains 52276 members 
Mstep: Class 23 contains 98612 members 
Mstep: Class 24 contains 2275 members 
Mstep: Class 25 contains 10915 members 
Mstep: Class 26 contains 31748 members 
Mstep: Class 27 contains 6888 members 
Mstep: Class 28 contains 19670 members 
Mstep: Class 29 contains 12232 members 
Mstep: Class 30 contains 6104 members 
Mstep: Class 31 contains 1834 members 
Mstep: Class 32 contains 4799 members 
Mstep: Class 33 contains 32248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114981280.000000 Penalty: 111270.007812
Iteration 44Q: 34 clusters Score -1.149813e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 15652 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 86994 members 
Mstep: Class 7 contains 3350 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 65657 members 
Mstep: Class 10 contains 11656 members 
Mstep: Class 11 contains 24411 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 78004 members 
Mstep: Class 14 contains 2479 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 106529 members 
Mstep: Class 17 contains 11811 members 
Mstep: Class 18 contains 2551 members 
Mstep: Class 19 contains 31575 members 
Mstep: Class 20 contains 4818 members 
Mstep: Class 21 contains 51778 members 
Mstep: Class 22 contains 51663 members 
Mstep: Class 23 contains 98595 members 
Mstep: Class 24 contains 2277 members 
Mstep: Class 25 contains 11348 members 
Mstep: Class 26 contains 31658 members 
Mstep: Class 27 contains 6921 members 
Mstep: Class 28 contains 19855 members 
Mstep: Class 29 contains 12734 members 
Mstep: Class 30 contains 6163 members 
Mstep: Class 31 contains 1840 members 
Mstep: Class 32 contains 4910 members 
Mstep: Class 33 contains 32735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114983184.000000 Penalty: 111270.007812
Iteration 45Q: 34 clusters Score -1.149832e+08 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 2782 members 
Mstep: Class 4 contains 15904 members 
Mstep: Class 5 contains 8179 members 
Mstep: Class 6 contains 86523 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 6627 members 
Mstep: Class 9 contains 65682 members 
Mstep: Class 10 contains 11795 members 
Mstep: Class 11 contains 24376 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 78014 members 
Mstep: Class 14 contains 2494 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 106007 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 18 contains 2570 members 
Mstep: Class 19 contains 31414 members 
Mstep: Class 20 contains 4919 members 
Mstep: Class 21 contains 51466 members 
Mstep: Class 22 contains 51153 members 
Mstep: Class 23 contains 98500 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 11673 members 
Mstep: Class 26 contains 31578 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 19996 members 
Mstep: Class 29 contains 13195 members 
Mstep: Class 30 contains 6205 members 
Mstep: Class 31 contains 1843 members 
Mstep: Class 32 contains 5024 members 
Mstep: Class 33 contains 33095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114983768.000000 Penalty: 111270.007812
Iteration 46Q: 34 clusters Score -1.149838e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2785 members 
Mstep: Class 4 contains 16120 members 
Mstep: Class 5 contains 8243 members 
Mstep: Class 6 contains 86133 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 65723 members 
Mstep: Class 10 contains 11917 members 
Mstep: Class 11 contains 24353 members 
Mstep: Class 12 contains 5447 members 
Mstep: Class 13 contains 78163 members 
Mstep: Class 14 contains 2509 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 105497 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 31287 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 51160 members 
Mstep: Class 22 contains 50699 members 
Mstep: Class 23 contains 98360 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 11890 members 
Mstep: Class 26 contains 31510 members 
Mstep: Class 27 contains 6958 members 
Mstep: Class 28 contains 20088 members 
Mstep: Class 29 contains 13628 members 
Mstep: Class 30 contains 6255 members 
Mstep: Class 31 contains 1850 members 
Mstep: Class 32 contains 5177 members 
Mstep: Class 33 contains 33359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114984816.000000 Penalty: 111270.007812
Iteration 47Q: 34 clusters Score -1.149848e+08 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 16339 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 85839 members 
Mstep: Class 7 contains 3329 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 65754 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 24315 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 78405 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 105031 members 
Mstep: Class 17 contains 11801 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 31161 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 50869 members 
Mstep: Class 22 contains 50277 members 
Mstep: Class 23 contains 98157 members 
Mstep: Class 24 contains 2298 members 
Mstep: Class 25 contains 12044 members 
Mstep: Class 26 contains 31428 members 
Mstep: Class 27 contains 6965 members 
Mstep: Class 28 contains 20147 members 
Mstep: Class 29 contains 14031 members 
Mstep: Class 30 contains 6317 members 
Mstep: Class 31 contains 1852 members 
Mstep: Class 32 contains 5329 members 
Mstep: Class 33 contains 33587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986048.000000 Penalty: 111270.007812
Iteration 48Q: 34 clusters Score -1.14986e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 16581 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 85570 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 6724 members 
Mstep: Class 9 contains 65806 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 24295 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 78666 members 
Mstep: Class 14 contains 2535 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 104545 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 31042 members 
Mstep: Class 20 contains 5178 members 
Mstep: Class 21 contains 50547 members 
Mstep: Class 22 contains 49853 members 
Mstep: Class 23 contains 97952 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 12112 members 
Mstep: Class 26 contains 31357 members 
Mstep: Class 27 contains 6971 members 
Mstep: Class 28 contains 20158 members 
Mstep: Class 29 contains 14502 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 1858 members 
Mstep: Class 32 contains 5518 members 
Mstep: Class 33 contains 33790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114986736.000000 Penalty: 111270.007812
Iteration 49Q: 34 clusters Score -1.149867e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 85368 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 65853 members 
Mstep: Class 10 contains 12290 members 
Mstep: Class 11 contains 24263 members 
Mstep: Class 12 contains 5532 members 
Mstep: Class 13 contains 78940 members 
Mstep: Class 14 contains 2544 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 104050 members 
Mstep: Class 17 contains 11809 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 30928 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 50239 members 
Mstep: Class 22 contains 49483 members 
Mstep: Class 23 contains 97744 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 12133 members 
Mstep: Class 26 contains 31305 members 
Mstep: Class 27 contains 6978 members 
Mstep: Class 28 contains 20183 members 
Mstep: Class 29 contains 14984 members 
Mstep: Class 30 contains 6396 members 
Mstep: Class 31 contains 1857 members 
Mstep: Class 32 contains 5718 members 
Mstep: Class 33 contains 33934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987072.000000 Penalty: 111270.007812
Iteration 50Q: 34 clusters Score -1.149871e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2800 members 
Mstep: Class 4 contains 16982 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 6 contains 85196 members 
Mstep: Class 7 contains 3315 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 65903 members 
Mstep: Class 10 contains 12405 members 
Mstep: Class 11 contains 24232 members 
Mstep: Class 12 contains 5541 members 
Mstep: Class 13 contains 79235 members 
Mstep: Class 14 contains 2561 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 103558 members 
Mstep: Class 17 contains 11819 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 30823 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 49984 members 
Mstep: Class 22 contains 49131 members 
Mstep: Class 23 contains 97561 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 12138 members 
Mstep: Class 26 contains 31252 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 20201 members 
Mstep: Class 29 contains 15434 members 
Mstep: Class 30 contains 6416 members 
Mstep: Class 31 contains 1857 members 
Mstep: Class 32 contains 5906 members 
Mstep: Class 33 contains 34005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987624.000000 Penalty: 111270.007812
Iteration 51Q: 34 clusters Score -1.149876e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2801 members 
Mstep: Class 4 contains 17140 members 
Mstep: Class 5 contains 8418 members 
Mstep: Class 6 contains 85040 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 65935 members 
Mstep: Class 10 contains 12538 members 
Mstep: Class 11 contains 24160 members 
Mstep: Class 12 contains 5546 members 
Mstep: Class 13 contains 79534 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 103110 members 
Mstep: Class 17 contains 11830 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 30709 members 
Mstep: Class 20 contains 5545 members 
Mstep: Class 21 contains 49722 members 
Mstep: Class 22 contains 48833 members 
Mstep: Class 23 contains 97384 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 12128 members 
Mstep: Class 26 contains 31180 members 
Mstep: Class 27 contains 6986 members 
Mstep: Class 28 contains 20215 members 
Mstep: Class 29 contains 15850 members 
Mstep: Class 30 contains 6441 members 
Mstep: Class 31 contains 1857 members 
Mstep: Class 32 contains 6109 members 
Mstep: Class 33 contains 34084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988072.000000 Penalty: 111270.007812
Iteration 52Q: 34 clusters Score -1.149881e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2803 members 
Mstep: Class 4 contains 17305 members 
Mstep: Class 5 contains 8436 members 
Mstep: Class 6 contains 84900 members 
Mstep: Class 7 contains 3314 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 65983 members 
Mstep: Class 10 contains 12666 members 
Mstep: Class 11 contains 24105 members 
Mstep: Class 12 contains 5552 members 
Mstep: Class 13 contains 79843 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 102679 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 30589 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 49508 members 
Mstep: Class 22 contains 48532 members 
Mstep: Class 23 contains 97173 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 12065 members 
Mstep: Class 26 contains 31111 members 
Mstep: Class 27 contains 6992 members 
Mstep: Class 28 contains 20227 members 
Mstep: Class 29 contains 16248 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 1859 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 34173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114988472.000000 Penalty: 111270.007812
Iteration 53Q: 34 clusters Score -1.149885e+08 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 17449 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 84786 members 
Mstep: Class 7 contains 3313 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 66039 members 
Mstep: Class 10 contains 12775 members 
Mstep: Class 11 contains 24041 members 
Mstep: Class 12 contains 5562 members 
Mstep: Class 13 contains 80163 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 102237 members 
Mstep: Class 17 contains 11845 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 30498 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 49332 members 
Mstep: Class 22 contains 48255 members 
Mstep: Class 23 contains 96945 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 11973 members 
Mstep: Class 26 contains 31058 members 
Mstep: Class 27 contains 6998 members 
Mstep: Class 28 contains 20246 members 
Mstep: Class 29 contains 16639 members 
Mstep: Class 30 contains 6524 members 
Mstep: Class 31 contains 1860 members 
Mstep: Class 32 contains 6488 members 
Mstep: Class 33 contains 34249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989008.000000 Penalty: 111270.007812
Iteration 54Q: 34 clusters Score -1.14989e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 17579 members 
Mstep: Class 5 contains 8453 members 
Mstep: Class 6 contains 84696 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 66106 members 
Mstep: Class 10 contains 12900 members 
Mstep: Class 11 contains 23975 members 
Mstep: Class 12 contains 5576 members 
Mstep: Class 13 contains 80434 members 
Mstep: Class 14 contains 2630 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 101788 members 
Mstep: Class 17 contains 11847 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 30401 members 
Mstep: Class 20 contains 5736 members 
Mstep: Class 21 contains 49196 members 
Mstep: Class 22 contains 48007 members 
Mstep: Class 23 contains 96747 members 
Mstep: Class 24 contains 2308 members 
Mstep: Class 25 contains 11900 members 
Mstep: Class 26 contains 31008 members 
Mstep: Class 27 contains 6999 members 
Mstep: Class 28 contains 20248 members 
Mstep: Class 29 contains 16982 members 
Mstep: Class 30 contains 6538 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 6675 members 
Mstep: Class 33 contains 34329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114989272.000000 Penalty: 111270.007812
Iteration 55Q: 34 clusters Score -1.149893e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 8462 members 
Mstep: Class 6 contains 84610 members 
Mstep: Class 7 contains 3320 members 
Mstep: Class 8 contains 7191 members 
Mstep: Class 9 contains 66173 members 
Mstep: Class 10 contains 13023 members 
Mstep: Class 11 contains 23918 members 
Mstep: Class 12 contains 5585 members 
Mstep: Class 13 contains 80709 members 
Mstep: Class 14 contains 2634 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 101411 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 30320 members 
Mstep: Class 20 contains 5780 members 
Mstep: Class 21 contains 49062 members 
Mstep: Class 22 contains 47767 members 
Mstep: Class 23 contains 96565 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11850 members 
Mstep: Class 26 contains 30948 members 
Mstep: Class 27 contains 7000 members 
Mstep: Class 28 contains 20235 members 
Mstep: Class 29 contains 17258 members 
Mstep: Class 30 contains 6570 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 6854 members 
Mstep: Class 33 contains 34354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990104.000000 Penalty: 111270.007812
Iteration 56Q: 34 clusters Score -1.149901e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 397 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 17790 members 
Mstep: Class 5 contains 8476 members 
Mstep: Class 6 contains 84530 members 
Mstep: Class 7 contains 3321 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 66218 members 
Mstep: Class 10 contains 13112 members 
Mstep: Class 11 contains 23828 members 
Mstep: Class 12 contains 5597 members 
Mstep: Class 13 contains 80958 members 
Mstep: Class 14 contains 2642 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 101074 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 30269 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 48928 members 
Mstep: Class 22 contains 47599 members 
Mstep: Class 23 contains 96386 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11863 members 
Mstep: Class 26 contains 30909 members 
Mstep: Class 27 contains 7001 members 
Mstep: Class 28 contains 20220 members 
Mstep: Class 29 contains 17478 members 
Mstep: Class 30 contains 6593 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 7004 members 
Mstep: Class 33 contains 34381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990328.000000 Penalty: 111270.007812
Iteration 57Q: 34 clusters Score -1.149903e+08 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 17883 members 
Mstep: Class 5 contains 8487 members 
Mstep: Class 6 contains 84469 members 
Mstep: Class 7 contains 3318 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 66243 members 
Mstep: Class 10 contains 13195 members 
Mstep: Class 11 contains 23734 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 81171 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 100780 members 
Mstep: Class 17 contains 11864 members 
Mstep: Class 18 contains 2678 members 
Mstep: Class 19 contains 30213 members 
Mstep: Class 20 contains 5877 members 
Mstep: Class 21 contains 48823 members 
Mstep: Class 22 contains 47472 members 
Mstep: Class 23 contains 96221 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11840 members 
Mstep: Class 26 contains 30890 members 
Mstep: Class 27 contains 7003 members 
Mstep: Class 28 contains 20203 members 
Mstep: Class 29 contains 17679 members 
Mstep: Class 30 contains 6604 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 7134 members 
Mstep: Class 33 contains 34409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114990864.000000 Penalty: 111270.007812
Iteration 58Q: 34 clusters Score -1.149909e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 4 contains 17963 members 
Mstep: Class 5 contains 8497 members 
Mstep: Class 6 contains 84445 members 
Mstep: Class 7 contains 3317 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 66281 members 
Mstep: Class 10 contains 13263 members 
Mstep: Class 11 contains 23646 members 
Mstep: Class 12 contains 5607 members 
Mstep: Class 13 contains 81379 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 100505 members 
Mstep: Class 17 contains 11866 members 
Mstep: Class 18 contains 2682 members 
Mstep: Class 19 contains 30168 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 48732 members 
Mstep: Class 22 contains 47370 members 
Mstep: Class 23 contains 96058 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11837 members 
Mstep: Class 26 contains 30872 members 
Mstep: Class 27 contains 7004 members 
Mstep: Class 28 contains 20179 members 
Mstep: Class 29 contains 17822 members 
Mstep: Class 30 contains 6628 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 7248 members 
Mstep: Class 33 contains 34425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991192.000000 Penalty: 111270.007812
Iteration 59Q: 34 clusters Score -1.149912e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 396 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 18003 members 
Mstep: Class 5 contains 8512 members 
Mstep: Class 6 contains 84399 members 
Mstep: Class 7 contains 3309 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 66299 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 23579 members 
Mstep: Class 12 contains 5616 members 
Mstep: Class 13 contains 81570 members 
Mstep: Class 14 contains 2671 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 100265 members 
Mstep: Class 17 contains 11871 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 30132 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48660 members 
Mstep: Class 22 contains 47262 members 
Mstep: Class 23 contains 95908 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11798 members 
Mstep: Class 26 contains 30856 members 
Mstep: Class 27 contains 7003 members 
Mstep: Class 28 contains 20163 members 
Mstep: Class 29 contains 17989 members 
Mstep: Class 30 contains 6656 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 7355 members 
Mstep: Class 33 contains 34450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991928.000000 Penalty: 111270.007812
Iteration 60F: 34 clusters Score -1.149919e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 406 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 18044 members 
Mstep: Class 5 contains 8524 members 
Mstep: Class 6 contains 84368 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 66325 members 
Mstep: Class 10 contains 13369 members 
Mstep: Class 11 contains 23521 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 81723 members 
Mstep: Class 14 contains 2680 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 99941 members 
Mstep: Class 17 contains 11873 members 
Mstep: Class 18 contains 2696 members 
Mstep: Class 19 contains 30093 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 48608 members 
Mstep: Class 22 contains 47166 members 
Mstep: Class 23 contains 95767 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11792 members 
Mstep: Class 26 contains 30842 members 
Mstep: Class 27 contains 7007 members 
Mstep: Class 28 contains 20137 members 
Mstep: Class 29 contains 18132 members 
Mstep: Class 30 contains 6669 members 
Mstep: Class 31 contains 1861 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 34479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992304.000000 Penalty: 111270.007812
Iteration 61Q: 34 clusters Score -1.149923e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 398 members 
Mstep: Class 3 contains 2814 members 
Mstep: Class 4 contains 18076 members 
Mstep: Class 5 contains 8530 members 
Mstep: Class 6 contains 84340 members 
Mstep: Class 7 contains 3306 members 
Mstep: Class 8 contains 7630 members 
Mstep: Class 9 contains 66359 members 
Mstep: Class 10 contains 13416 members 
Mstep: Class 11 contains 23467 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 81876 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 99613 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 30045 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 48551 members 
Mstep: Class 22 contains 47092 members 
Mstep: Class 23 contains 95635 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11768 members 
Mstep: Class 26 contains 30844 members 
Mstep: Class 27 contains 7010 members 
Mstep: Class 28 contains 20121 members 
Mstep: Class 29 contains 18249 members 
Mstep: Class 30 contains 6698 members 
Mstep: Class 31 contains 1864 members 
Mstep: Class 32 contains 7725 members 
Mstep: Class 33 contains 34485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992664.000000 Penalty: 111270.007812
Iteration 62Q: 34 clusters Score -1.149927e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 395 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 18105 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 84312 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 66384 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 23416 members 
Mstep: Class 12 contains 5628 members 
Mstep: Class 13 contains 82009 members 
Mstep: Class 14 contains 2690 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 99264 members 
Mstep: Class 17 contains 11877 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 30015 members 
Mstep: Class 20 contains 6112 members 
Mstep: Class 21 contains 48527 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 95511 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11747 members 
Mstep: Class 26 contains 30849 members 
Mstep: Class 27 contains 7012 members 
Mstep: Class 28 contains 20116 members 
Mstep: Class 29 contains 18353 members 
Mstep: Class 30 contains 6739 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 7937 members 
Mstep: Class 33 contains 34505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114993176.000000 Penalty: 111270.007812
Iteration 63Q: 34 clusters Score -1.149932e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 18128 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 84284 members 
Mstep: Class 7 contains 3297 members 
Mstep: Class 8 contains 7712 members 
Mstep: Class 9 contains 66426 members 
Mstep: Class 10 contains 13513 members 
Mstep: Class 11 contains 23365 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 82146 members 
Mstep: Class 14 contains 2695 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 98908 members 
Mstep: Class 17 contains 11878 members 
Mstep: Class 18 contains 2706 members 
Mstep: Class 19 contains 29988 members 
Mstep: Class 20 contains 6191 members 
Mstep: Class 21 contains 48484 members 
Mstep: Class 22 contains 46941 members 
Mstep: Class 23 contains 95371 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11747 members 
Mstep: Class 26 contains 30845 members 
Mstep: Class 27 contains 7009 members 
Mstep: Class 28 contains 20118 members 
Mstep: Class 29 contains 18451 members 
Mstep: Class 30 contains 6787 members 
Mstep: Class 31 contains 1871 members 
Mstep: Class 32 contains 8145 members 
Mstep: Class 33 contains 34494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114993560.000000 Penalty: 111270.007812
Iteration 64Q: 34 clusters Score -1.149936e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 392 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 18156 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 84251 members 
Mstep: Class 7 contains 3295 members 
Mstep: Class 8 contains 7754 members 
Mstep: Class 9 contains 66465 members 
Mstep: Class 10 contains 13554 members 
Mstep: Class 11 contains 23320 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 82326 members 
Mstep: Class 14 contains 2703 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 98561 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2708 members 
Mstep: Class 19 contains 29963 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 48455 members 
Mstep: Class 22 contains 46877 members 
Mstep: Class 23 contains 95223 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11702 members 
Mstep: Class 26 contains 30852 members 
Mstep: Class 27 contains 7008 members 
Mstep: Class 28 contains 20119 members 
Mstep: Class 29 contains 18532 members 
Mstep: Class 30 contains 6825 members 
Mstep: Class 31 contains 1874 members 
Mstep: Class 32 contains 8333 members 
Mstep: Class 33 contains 34450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114994056.000000 Penalty: 111270.007812
Iteration 65Q: 34 clusters Score -1.149941e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 385 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 18174 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 84224 members 
Mstep: Class 7 contains 3290 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 66500 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 23251 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 82494 members 
Mstep: Class 14 contains 2710 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 98208 members 
Mstep: Class 17 contains 11890 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 29934 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 48443 members 
Mstep: Class 22 contains 46827 members 
Mstep: Class 23 contains 95076 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11655 members 
Mstep: Class 26 contains 30879 members 
Mstep: Class 27 contains 7008 members 
Mstep: Class 28 contains 20110 members 
Mstep: Class 29 contains 18620 members 
Mstep: Class 30 contains 6876 members 
Mstep: Class 31 contains 1876 members 
Mstep: Class 32 contains 8520 members 
Mstep: Class 33 contains 34375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114994456.000000 Penalty: 111270.007812
Iteration 66Q: 34 clusters Score -1.149945e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 383 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 18177 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 84223 members 
Mstep: Class 7 contains 3285 members 
Mstep: Class 8 contains 7796 members 
Mstep: Class 9 contains 66505 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 23196 members 
Mstep: Class 12 contains 5635 members 
Mstep: Class 13 contains 82646 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 97868 members 
Mstep: Class 17 contains 11888 members 
Mstep: Class 18 contains 2730 members 
Mstep: Class 19 contains 29925 members 
Mstep: Class 20 contains 6612 members 
Mstep: Class 21 contains 48426 members 
Mstep: Class 22 contains 46793 members 
Mstep: Class 23 contains 94924 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11613 members 
Mstep: Class 26 contains 30901 members 
Mstep: Class 27 contains 7010 members 
Mstep: Class 28 contains 20103 members 
Mstep: Class 29 contains 18712 members 
Mstep: Class 30 contains 6915 members 
Mstep: Class 31 contains 1879 members 
Mstep: Class 32 contains 8670 members 
Mstep: Class 33 contains 34300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995032.000000 Penalty: 111270.007812
Iteration 67Q: 34 clusters Score -1.14995e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 18184 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 84214 members 
Mstep: Class 7 contains 3275 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 66504 members 
Mstep: Class 10 contains 13740 members 
Mstep: Class 11 contains 23140 members 
Mstep: Class 12 contains 5638 members 
Mstep: Class 13 contains 82770 members 
Mstep: Class 14 contains 2729 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 97573 members 
Mstep: Class 17 contains 11891 members 
Mstep: Class 18 contains 2736 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 48404 members 
Mstep: Class 22 contains 46767 members 
Mstep: Class 23 contains 94796 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11560 members 
Mstep: Class 26 contains 30915 members 
Mstep: Class 27 contains 7012 members 
Mstep: Class 28 contains 20095 members 
Mstep: Class 29 contains 18787 members 
Mstep: Class 30 contains 6960 members 
Mstep: Class 31 contains 1881 members 
Mstep: Class 32 contains 8817 members 
Mstep: Class 33 contains 34292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995440.000000 Penalty: 111270.007812
Iteration 68Q: 34 clusters Score -1.149954e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 18191 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 84226 members 
Mstep: Class 7 contains 3266 members 
Mstep: Class 8 contains 7834 members 
Mstep: Class 9 contains 66511 members 
Mstep: Class 10 contains 13806 members 
Mstep: Class 11 contains 23089 members 
Mstep: Class 12 contains 5638 members 
Mstep: Class 13 contains 82860 members 
Mstep: Class 14 contains 2738 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 97308 members 
Mstep: Class 17 contains 11892 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 29888 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 48382 members 
Mstep: Class 22 contains 46740 members 
Mstep: Class 23 contains 94698 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11512 members 
Mstep: Class 26 contains 30911 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 20088 members 
Mstep: Class 29 contains 18851 members 
Mstep: Class 30 contains 7001 members 
Mstep: Class 31 contains 1880 members 
Mstep: Class 32 contains 8937 members 
Mstep: Class 33 contains 34299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114995800.000000 Penalty: 111270.007812
Iteration 69Q: 34 clusters Score -1.149958e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 84242 members 
Mstep: Class 7 contains 3255 members 
Mstep: Class 8 contains 7867 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 12 contains 5638 members 
Mstep: Class 13 contains 82962 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 97088 members 
Mstep: Class 17 contains 11888 members 
Mstep: Class 18 contains 2745 members 
Mstep: Class 19 contains 29865 members 
Mstep: Class 20 contains 6867 members 
Mstep: Class 21 contains 48364 members 
Mstep: Class 22 contains 46715 members 
Mstep: Class 23 contains 94615 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11459 members 
Mstep: Class 26 contains 30912 members 
Mstep: Class 27 contains 7014 members 
Mstep: Class 28 contains 20074 members 
Mstep: Class 29 contains 18894 members 
Mstep: Class 30 contains 7050 members 
Mstep: Class 31 contains 1881 members 
Mstep: Class 32 contains 9025 members 
Mstep: Class 33 contains 34319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996064.000000 Penalty: 111270.007812
Iteration 70Q: 34 clusters Score -1.149961e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2827 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 84256 members 
Mstep: Class 7 contains 3238 members 
Mstep: Class 8 contains 7887 members 
Mstep: Class 9 contains 66513 members 
Mstep: Class 10 contains 13927 members 
Mstep: Class 11 contains 23018 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 83057 members 
Mstep: Class 14 contains 2760 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96901 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 29854 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 48343 members 
Mstep: Class 22 contains 46701 members 
Mstep: Class 23 contains 94523 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11384 members 
Mstep: Class 26 contains 30921 members 
Mstep: Class 27 contains 7015 members 
Mstep: Class 28 contains 20062 members 
Mstep: Class 29 contains 18928 members 
Mstep: Class 30 contains 7098 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9103 members 
Mstep: Class 33 contains 34344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996240.000000 Penalty: 111270.007812
Iteration 71Q: 34 clusters Score -1.149962e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 18196 members 
Mstep: Class 5 contains 8552 members 
Mstep: Class 6 contains 84262 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 7921 members 
Mstep: Class 9 contains 66517 members 
Mstep: Class 10 contains 13975 members 
Mstep: Class 11 contains 22984 members 
Mstep: Class 12 contains 5643 members 
Mstep: Class 13 contains 83125 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96709 members 
Mstep: Class 17 contains 11890 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 29849 members 
Mstep: Class 20 contains 6992 members 
Mstep: Class 21 contains 48328 members 
Mstep: Class 22 contains 46685 members 
Mstep: Class 23 contains 94455 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11332 members 
Mstep: Class 26 contains 30937 members 
Mstep: Class 27 contains 7016 members 
Mstep: Class 28 contains 20045 members 
Mstep: Class 29 contains 18969 members 
Mstep: Class 30 contains 7142 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9179 members 
Mstep: Class 33 contains 34328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996224.000000 Penalty: 111270.007812
Iteration 72Q: 34 clusters Score -1.149962e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2830 members 
Mstep: Class 4 contains 18194 members 
Mstep: Class 5 contains 8548 members 
Mstep: Class 6 contains 84255 members 
Mstep: Class 7 contains 3217 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 66519 members 
Mstep: Class 10 contains 14033 members 
Mstep: Class 11 contains 22957 members 
Mstep: Class 12 contains 5648 members 
Mstep: Class 13 contains 83189 members 
Mstep: Class 14 contains 2800 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96528 members 
Mstep: Class 17 contains 11892 members 
Mstep: Class 18 contains 2752 members 
Mstep: Class 19 contains 29845 members 
Mstep: Class 20 contains 7066 members 
Mstep: Class 21 contains 48303 members 
Mstep: Class 22 contains 46678 members 
Mstep: Class 23 contains 94390 members 
Mstep: Class 24 contains 2307 members 
Mstep: Class 25 contains 11296 members 
Mstep: Class 26 contains 30935 members 
Mstep: Class 27 contains 7016 members 
Mstep: Class 28 contains 20030 members 
Mstep: Class 29 contains 18989 members 
Mstep: Class 30 contains 7172 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9262 members 
Mstep: Class 33 contains 34314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996304.000000 Penalty: 111270.007812
Iteration 73Q: 34 clusters Score -1.149963e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 18193 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 84240 members 
Mstep: Class 7 contains 3210 members 
Mstep: Class 8 contains 7960 members 
Mstep: Class 9 contains 66518 members 
Mstep: Class 10 contains 14092 members 
Mstep: Class 11 contains 22916 members 
Mstep: Class 12 contains 5652 members 
Mstep: Class 13 contains 83274 members 
Mstep: Class 14 contains 2817 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96358 members 
Mstep: Class 17 contains 11892 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 29830 members 
Mstep: Class 20 contains 7133 members 
Mstep: Class 21 contains 48277 members 
Mstep: Class 22 contains 46679 members 
Mstep: Class 23 contains 94310 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 11251 members 
Mstep: Class 26 contains 30922 members 
Mstep: Class 27 contains 7017 members 
Mstep: Class 28 contains 20029 members 
Mstep: Class 29 contains 19014 members 
Mstep: Class 30 contains 7214 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9336 members 
Mstep: Class 33 contains 34341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996224.000000 Penalty: 111270.007812
Iteration 74Q: 34 clusters Score -1.149962e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18183 members 
Mstep: Class 5 contains 8553 members 
Mstep: Class 6 contains 84216 members 
Mstep: Class 7 contains 3203 members 
Mstep: Class 8 contains 7957 members 
Mstep: Class 9 contains 66515 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 11 contains 22883 members 
Mstep: Class 12 contains 5655 members 
Mstep: Class 13 contains 83361 members 
Mstep: Class 14 contains 2835 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96202 members 
Mstep: Class 17 contains 11890 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 29813 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 48275 members 
Mstep: Class 22 contains 46674 members 
Mstep: Class 23 contains 94235 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11209 members 
Mstep: Class 26 contains 30926 members 
Mstep: Class 27 contains 7019 members 
Mstep: Class 28 contains 20026 members 
Mstep: Class 29 contains 19028 members 
Mstep: Class 30 contains 7248 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9413 members 
Mstep: Class 33 contains 34348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996344.000000 Penalty: 111270.007812
Iteration 75Q: 34 clusters Score -1.149963e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 18171 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 84211 members 
Mstep: Class 7 contains 3198 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 66513 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 11 contains 22853 members 
Mstep: Class 12 contains 5660 members 
Mstep: Class 13 contains 83424 members 
Mstep: Class 14 contains 2853 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 96094 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 29788 members 
Mstep: Class 20 contains 7263 members 
Mstep: Class 21 contains 48269 members 
Mstep: Class 22 contains 46666 members 
Mstep: Class 23 contains 94163 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11153 members 
Mstep: Class 26 contains 30935 members 
Mstep: Class 27 contains 7020 members 
Mstep: Class 28 contains 20016 members 
Mstep: Class 29 contains 19071 members 
Mstep: Class 30 contains 7281 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9465 members 
Mstep: Class 33 contains 34304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996456.000000 Penalty: 111270.007812
Iteration 76Q: 34 clusters Score -1.149965e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 84211 members 
Mstep: Class 7 contains 3193 members 
Mstep: Class 8 contains 7999 members 
Mstep: Class 9 contains 66518 members 
Mstep: Class 10 contains 14288 members 
Mstep: Class 11 contains 22824 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 83475 members 
Mstep: Class 14 contains 2872 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95999 members 
Mstep: Class 17 contains 11888 members 
Mstep: Class 18 contains 2757 members 
Mstep: Class 19 contains 29776 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 48260 members 
Mstep: Class 22 contains 46659 members 
Mstep: Class 23 contains 94082 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11120 members 
Mstep: Class 26 contains 30936 members 
Mstep: Class 27 contains 7019 members 
Mstep: Class 28 contains 20009 members 
Mstep: Class 29 contains 19132 members 
Mstep: Class 30 contains 7294 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9515 members 
Mstep: Class 33 contains 34255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996600.000000 Penalty: 111270.007812
Iteration 77Q: 34 clusters Score -1.149966e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 382 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18143 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 84212 members 
Mstep: Class 7 contains 3190 members 
Mstep: Class 8 contains 8015 members 
Mstep: Class 9 contains 66512 members 
Mstep: Class 10 contains 14336 members 
Mstep: Class 11 contains 22787 members 
Mstep: Class 12 contains 5662 members 
Mstep: Class 13 contains 83544 members 
Mstep: Class 14 contains 2885 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95903 members 
Mstep: Class 17 contains 11887 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 29764 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 48242 members 
Mstep: Class 22 contains 46662 members 
Mstep: Class 23 contains 94007 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11090 members 
Mstep: Class 26 contains 30955 members 
Mstep: Class 27 contains 7022 members 
Mstep: Class 28 contains 20004 members 
Mstep: Class 29 contains 19193 members 
Mstep: Class 30 contains 7308 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9564 members 
Mstep: Class 33 contains 34210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996872.000000 Penalty: 111270.007812
Iteration 78Q: 34 clusters Score -1.149969e+08 nChanged 921
Entering ConstructFrom: 
Score: -114996872.000000 Penalty: 111270.007812
Entering ConstructFrom: 
Trying to split cluster 1 (877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Entering Unmasked Estep 
Score: -99452.796875 Penalty: 1680.573730
	Iteration 0F: 2 clusters Score -99452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97835.281250 Penalty: 3361.147461
	Iteration 0F: 3 clusters Score -97835.28 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -98526.734375 Penalty: 3361.147461
	Iteration 1F: 3 clusters Score -98526.73 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99032.218750 Penalty: 3361.147461
	Iteration 2F: 3 clusters Score -99032.22 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -99330.515625 Penalty: 3361.147461
	Iteration 3F: 3 clusters Score -99330.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -99496.835938 Penalty: 3361.147461
	Iteration 4Q: 3 clusters Score -99496.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -99555.007812 Penalty: 3361.147461
	Iteration 5Q: 3 clusters Score -99555.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -99586.843750 Penalty: 3361.147461
	Iteration 6Q: 3 clusters Score -99586.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99600.484375 Penalty: 3361.147461
	Iteration 7Q: 3 clusters Score -99600.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99601.960938 Penalty: 3361.147461
	Iteration 8Q: 3 clusters Score -99601.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -99607.992188 Penalty: 3361.147461
	Iteration 9F: 3 clusters Score -99607.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99684.281250 Penalty: 3361.147461
	Iteration 10Q: 3 clusters Score -99684.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99690.281250 Penalty: 3361.147461
	Iteration 11Q: 3 clusters Score -99690.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -99690.281250 Penalty: 3361.147461
	Iteration 12F: 3 clusters Score -99690.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 84204 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 730 members 
Entering Unmasked Estep 
Score: -114995536.000000 Penalty: 114641.820312
Splitting cluster 1 changes total score from -114996872.000000 to -114995536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -39535.382812 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -39535.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38565.140625 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -38565.14 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39021.574219 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -39021.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -39225.296875 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -39225.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -39438.851562 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -39438.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -39661.003906 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -39661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -39708.371094 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -39708.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -39717.707031 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -39717.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -39728.960938 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -39728.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -39745.226562 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -39745.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -39764.054688 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -39764.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -39772.835938 Penalty: 2947.628662
	Iteration 10F: 3 clusters Score -39772.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -39841.574219 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -39841.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -39851.089844 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -39851.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -39857.246094 Penalty: 2947.628662
	Iteration 13Q: 3 clusters Score -39857.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -39857.246094 Penalty: 2947.628662
	Iteration 14F: 3 clusters Score -39857.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 305 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 84204 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 76 members 
Entering Unmasked Estep 
Score: -114995296.000000 Penalty: 114641.820312
Splitting cluster 2 changes total score from -114996872.000000 to -114995296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -400007.468750 Penalty: 1971.287109
	Iteration 0F: 2 clusters Score -400007.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -396893.500000 Penalty: 3942.574219
	Iteration 0F: 3 clusters Score -396893.5 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -397705.843750 Penalty: 3942.574219
	Iteration 1F: 3 clusters Score -397705.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -398250.937500 Penalty: 3942.574219
	Iteration 2F: 3 clusters Score -398250.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -398749.437500 Penalty: 3942.574219
	Iteration 3F: 3 clusters Score -398749.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399104.312500 Penalty: 3942.574219
	Iteration 4F: 3 clusters Score -399104.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -399291.187500 Penalty: 3942.574219
	Iteration 5F: 3 clusters Score -399291.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -399377.281250 Penalty: 3942.574219
	Iteration 6Q: 3 clusters Score -399377.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -399415.906250 Penalty: 3942.574219
	Iteration 7Q: 3 clusters Score -399415.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -399438.718750 Penalty: 3942.574219
	Iteration 8Q: 3 clusters Score -399438.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -399447.750000 Penalty: 3942.574219
	Iteration 9Q: 3 clusters Score -399447.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399455.500000 Penalty: 3942.574219
	Iteration 10Q: 3 clusters Score -399455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399460.562500 Penalty: 3942.574219
	Iteration 11Q: 3 clusters Score -399460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -399463.843750 Penalty: 3942.574219
	Iteration 12Q: 3 clusters Score -399463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -399464.062500 Penalty: 3942.574219
	Iteration 13Q: 3 clusters Score -399464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -399463.656250 Penalty: 3942.574219
	Iteration 14Q: 3 clusters Score -399463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -399464.125000 Penalty: 3942.574219
	Iteration 15Q: 3 clusters Score -399464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -399464.125000 Penalty: 3942.574219
	Iteration 16F: 3 clusters Score -399464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Entering Unmasked Estep 
Score: -2656045.500000 Penalty: 2431.679199
	Iteration 0F: 2 clusters Score -2656046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2643254.250000 Penalty: 4863.358398
	Iteration 0F: 3 clusters Score -2643254 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2647575.500000 Penalty: 4863.358398
	Iteration 1F: 3 clusters Score -2647576 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2648248.000000 Penalty: 4863.358398
	Iteration 2F: 3 clusters Score -2648248 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2648987.500000 Penalty: 4863.358398
	Iteration 3F: 3 clusters Score -2648988 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2649799.000000 Penalty: 4863.358398
	Iteration 4F: 3 clusters Score -2649799 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2650684.000000 Penalty: 4863.358398
	Iteration 5F: 3 clusters Score -2650684 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2651620.000000 Penalty: 4863.358398
	Iteration 6F: 3 clusters Score -2651620 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2652478.250000 Penalty: 4863.358398
	Iteration 7F: 3 clusters Score -2652478 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2653230.750000 Penalty: 4863.358398
	Iteration 8Q: 3 clusters Score -2653231 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2653943.750000 Penalty: 4863.358398
	Iteration 9Q: 3 clusters Score -2653944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2654412.000000 Penalty: 4863.358398
	Iteration 10Q: 3 clusters Score -2654412 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2654666.000000 Penalty: 4863.358398
	Iteration 11Q: 3 clusters Score -2654666 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2654782.750000 Penalty: 4863.358398
	Iteration 12Q: 3 clusters Score -2654783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2654849.500000 Penalty: 4863.358398
	Iteration 13Q: 3 clusters Score -2654850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2654896.000000 Penalty: 4863.358398
	Iteration 14Q: 3 clusters Score -2654896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2654918.500000 Penalty: 4863.358398
	Iteration 15Q: 3 clusters Score -2654918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2654938.000000 Penalty: 4863.358398
	Iteration 16Q: 3 clusters Score -2654938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2654942.500000 Penalty: 4863.358398
	Iteration 17Q: 3 clusters Score -2654942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2654948.250000 Penalty: 4863.358398
	Iteration 18Q: 3 clusters Score -2654948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2654956.250000 Penalty: 4863.358398
	Iteration 19Q: 3 clusters Score -2654956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2654951.750000 Penalty: 4863.358398
	Iteration 20F: 3 clusters Score -2654952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2654955.500000 Penalty: 4863.358398
	Iteration 21Q: 3 clusters Score -2654956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2654958.250000 Penalty: 4863.358398
	Iteration 22Q: 3 clusters Score -2654958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2654961.000000 Penalty: 4863.358398
	Iteration 23Q: 3 clusters Score -2654961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2654956.750000 Penalty: 4863.358398
	Iteration 24Q: 3 clusters Score -2654957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2654959.500000 Penalty: 4863.358398
	Iteration 25Q: 3 clusters Score -2654960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2654964.250000 Penalty: 4863.358398
	Iteration 26Q: 3 clusters Score -2654964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2654962.000000 Penalty: 4863.358398
	Iteration 27Q: 3 clusters Score -2654962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2654963.000000 Penalty: 4863.358398
	Iteration 28Q: 3 clusters Score -2654963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2654967.250000 Penalty: 4863.358398
	Iteration 29Q: 3 clusters Score -2654967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2654970.250000 Penalty: 4863.358398
	Iteration 30Q: 3 clusters Score -2654970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2654966.750000 Penalty: 4863.358398
	Iteration 31Q: 3 clusters Score -2654967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2654976.250000 Penalty: 4863.358398
	Iteration 32Q: 3 clusters Score -2654976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2654974.000000 Penalty: 4863.358398
	Iteration 33Q: 3 clusters Score -2654974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2654978.000000 Penalty: 4863.358398
	Iteration 34Q: 3 clusters Score -2654978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2654982.000000 Penalty: 4863.358398
	Iteration 35Q: 3 clusters Score -2654982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2654991.750000 Penalty: 4863.358398
	Iteration 36Q: 3 clusters Score -2654992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2654991.250000 Penalty: 4863.358398
	Iteration 37Q: 3 clusters Score -2654991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2654993.250000 Penalty: 4863.358398
	Iteration 38Q: 3 clusters Score -2654993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2654994.500000 Penalty: 4863.358398
	Iteration 39Q: 3 clusters Score -2654994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2654996.500000 Penalty: 4863.358398
	Iteration 40F: 3 clusters Score -2654996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2655003.000000 Penalty: 4863.358398
	Iteration 41Q: 3 clusters Score -2655003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2654999.000000 Penalty: 4863.358398
	Iteration 42Q: 3 clusters Score -2654999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2654996.000000 Penalty: 4863.358398
	Iteration 43Q: 3 clusters Score -2654996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2655004.750000 Penalty: 4863.358398
	Iteration 44Q: 3 clusters Score -2655005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2654997.000000 Penalty: 4863.358398
	Iteration 45Q: 3 clusters Score -2654997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2655002.000000 Penalty: 4863.358398
	Iteration 46Q: 3 clusters Score -2655002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2654999.250000 Penalty: 4863.358398
	Iteration 47Q: 3 clusters Score -2654999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2655001.500000 Penalty: 4863.358398
	Iteration 48Q: 3 clusters Score -2655002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2655002.500000 Penalty: 4863.358398
	Iteration 49Q: 3 clusters Score -2655002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2655005.250000 Penalty: 4863.358398
	Iteration 50Q: 3 clusters Score -2655005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2655006.500000 Penalty: 4863.358398
	Iteration 51Q: 3 clusters Score -2655006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2655006.250000 Penalty: 4863.358398
	Iteration 52Q: 3 clusters Score -2655006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2655008.000000 Penalty: 4863.358398
	Iteration 53Q: 3 clusters Score -2655008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2655008.250000 Penalty: 4863.358398
	Iteration 54Q: 3 clusters Score -2655008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2655009.500000 Penalty: 4863.358398
	Iteration 55Q: 3 clusters Score -2655010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2655009.250000 Penalty: 4863.358398
	Iteration 56Q: 3 clusters Score -2655009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2655009.500000 Penalty: 4863.358398
	Iteration 57Q: 3 clusters Score -2655010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2655010.250000 Penalty: 4863.358398
	Iteration 58Q: 3 clusters Score -2655010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2655012.250000 Penalty: 4863.358398
	Iteration 59Q: 3 clusters Score -2655012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2655013.750000 Penalty: 4863.358398
	Iteration 60F: 3 clusters Score -2655014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2655014.750000 Penalty: 4863.358398
	Iteration 61Q: 3 clusters Score -2655015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2655013.750000 Penalty: 4863.358398
	Iteration 62Q: 3 clusters Score -2655014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2655014.250000 Penalty: 4863.358398
	Iteration 63Q: 3 clusters Score -2655014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2655014.500000 Penalty: 4863.358398
	Iteration 64Q: 3 clusters Score -2655014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2655014.000000 Penalty: 4863.358398
	Iteration 65Q: 3 clusters Score -2655014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2655014.750000 Penalty: 4863.358398
	Iteration 66Q: 3 clusters Score -2655015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2655015.250000 Penalty: 4863.358398
	Iteration 67Q: 3 clusters Score -2655015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2655014.500000 Penalty: 4863.358398
	Iteration 68Q: 3 clusters Score -2655014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2655019.500000 Penalty: 4863.358398
	Iteration 69Q: 3 clusters Score -2655020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2655022.000000 Penalty: 4863.358398
	Iteration 70Q: 3 clusters Score -2655022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2655018.250000 Penalty: 4863.358398
	Iteration 71Q: 3 clusters Score -2655018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2655021.500000 Penalty: 4863.358398
	Iteration 72Q: 3 clusters Score -2655022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2655019.750000 Penalty: 4863.358398
	Iteration 73Q: 3 clusters Score -2655020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2655024.750000 Penalty: 4863.358398
	Iteration 74Q: 3 clusters Score -2655025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2655023.750000 Penalty: 4863.358398
	Iteration 75Q: 3 clusters Score -2655024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2655026.500000 Penalty: 4863.358398
	Iteration 76Q: 3 clusters Score -2655026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2655026.250000 Penalty: 4863.358398
	Iteration 77Q: 3 clusters Score -2655026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2655025.000000 Penalty: 4863.358398
	Iteration 78Q: 3 clusters Score -2655025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2655025.500000 Penalty: 4863.358398
	Iteration 79Q: 3 clusters Score -2655026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2655026.750000 Penalty: 4863.358398
	Iteration 80F: 3 clusters Score -2655027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2655026.500000 Penalty: 4863.358398
	Iteration 81Q: 3 clusters Score -2655026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2655028.000000 Penalty: 4863.358398
	Iteration 82Q: 3 clusters Score -2655028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2655032.250000 Penalty: 4863.358398
	Iteration 83Q: 3 clusters Score -2655032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2655030.500000 Penalty: 4863.358398
	Iteration 84Q: 3 clusters Score -2655030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2655032.750000 Penalty: 4863.358398
	Iteration 85Q: 3 clusters Score -2655033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2655031.750000 Penalty: 4863.358398
	Iteration 86Q: 3 clusters Score -2655032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2655028.250000 Penalty: 4863.358398
	Iteration 87Q: 3 clusters Score -2655028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2655035.000000 Penalty: 4863.358398
	Iteration 88Q: 3 clusters Score -2655035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2655033.250000 Penalty: 4863.358398
	Iteration 89Q: 3 clusters Score -2655033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2655034.500000 Penalty: 4863.358398
	Iteration 90Q: 3 clusters Score -2655034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2655038.000000 Penalty: 4863.358398
	Iteration 91Q: 3 clusters Score -2655038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2655039.500000 Penalty: 4863.358398
	Iteration 92Q: 3 clusters Score -2655040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2655041.750000 Penalty: 4863.358398
	Iteration 93Q: 3 clusters Score -2655042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2655039.750000 Penalty: 4863.358398
	Iteration 94Q: 3 clusters Score -2655040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2655037.500000 Penalty: 4863.358398
	Iteration 95Q: 3 clusters Score -2655038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2655038.250000 Penalty: 4863.358398
	Iteration 96Q: 3 clusters Score -2655038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2655043.000000 Penalty: 4863.358398
	Iteration 97Q: 3 clusters Score -2655043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2655042.250000 Penalty: 4863.358398
	Iteration 98Q: 3 clusters Score -2655042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2655040.500000 Penalty: 4863.358398
	Iteration 99Q: 3 clusters Score -2655040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2655039.000000 Penalty: 4863.358398
	Iteration 100F: 3 clusters Score -2655039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2655039.250000 Penalty: 4863.358398
	Iteration 101Q: 3 clusters Score -2655039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2655038.750000 Penalty: 4863.358398
	Iteration 102Q: 3 clusters Score -2655039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2655038.750000 Penalty: 4863.358398
	Iteration 103F: 3 clusters Score -2655039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Entering Unmasked Estep 
Score: -1272555.875000 Penalty: 2245.343262
	Iteration 0F: 2 clusters Score -1272556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1265749.375000 Penalty: 4490.686523
	Iteration 0F: 3 clusters Score -1265749 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1267763.000000 Penalty: 4490.686523
	Iteration 1F: 3 clusters Score -1267763 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1268242.125000 Penalty: 4490.686523
	Iteration 2F: 3 clusters Score -1268242 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1268708.250000 Penalty: 4490.686523
	Iteration 3F: 3 clusters Score -1268708 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1269154.750000 Penalty: 4490.686523
	Iteration 4F: 3 clusters Score -1269155 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1269509.875000 Penalty: 4490.686523
	Iteration 5F: 3 clusters Score -1269510 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1269784.875000 Penalty: 4490.686523
	Iteration 6Q: 3 clusters Score -1269785 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1269981.625000 Penalty: 4490.686523
	Iteration 7Q: 3 clusters Score -1269982 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1270089.625000 Penalty: 4490.686523
	Iteration 8Q: 3 clusters Score -1270090 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1270164.250000 Penalty: 4490.686523
	Iteration 9Q: 3 clusters Score -1270164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1270222.625000 Penalty: 4490.686523
	Iteration 10Q: 3 clusters Score -1270223 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1270277.750000 Penalty: 4490.686523
	Iteration 11Q: 3 clusters Score -1270278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1270310.375000 Penalty: 4490.686523
	Iteration 12Q: 3 clusters Score -1270310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1270335.000000 Penalty: 4490.686523
	Iteration 13Q: 3 clusters Score -1270335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1270358.625000 Penalty: 4490.686523
	Iteration 14Q: 3 clusters Score -1270359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1270368.500000 Penalty: 4490.686523
	Iteration 15Q: 3 clusters Score -1270368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1270380.250000 Penalty: 4490.686523
	Iteration 16Q: 3 clusters Score -1270380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1270391.750000 Penalty: 4490.686523
	Iteration 17Q: 3 clusters Score -1270392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1270399.875000 Penalty: 4490.686523
	Iteration 18Q: 3 clusters Score -1270400 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1270412.125000 Penalty: 4490.686523
	Iteration 19Q: 3 clusters Score -1270412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1270421.500000 Penalty: 4490.686523
	Iteration 20F: 3 clusters Score -1270422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1270427.125000 Penalty: 4490.686523
	Iteration 21Q: 3 clusters Score -1270427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1270432.625000 Penalty: 4490.686523
	Iteration 22Q: 3 clusters Score -1270433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1270439.500000 Penalty: 4490.686523
	Iteration 23Q: 3 clusters Score -1270440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1270441.500000 Penalty: 4490.686523
	Iteration 24Q: 3 clusters Score -1270442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1270446.625000 Penalty: 4490.686523
	Iteration 25Q: 3 clusters Score -1270447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1270447.500000 Penalty: 4490.686523
	Iteration 26Q: 3 clusters Score -1270448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1270449.500000 Penalty: 4490.686523
	Iteration 27Q: 3 clusters Score -1270450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1270454.000000 Penalty: 4490.686523
	Iteration 28Q: 3 clusters Score -1270454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1270456.500000 Penalty: 4490.686523
	Iteration 29Q: 3 clusters Score -1270456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1270460.625000 Penalty: 4490.686523
	Iteration 30Q: 3 clusters Score -1270461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1270461.250000 Penalty: 4490.686523
	Iteration 31Q: 3 clusters Score -1270461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1270460.000000 Penalty: 4490.686523
	Iteration 32Q: 3 clusters Score -1270460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1270460.125000 Penalty: 4490.686523
	Iteration 33Q: 3 clusters Score -1270460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1270461.875000 Penalty: 4490.686523
	Iteration 34Q: 3 clusters Score -1270462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1270463.500000 Penalty: 4490.686523
	Iteration 35Q: 3 clusters Score -1270464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1270461.875000 Penalty: 4490.686523
	Iteration 36Q: 3 clusters Score -1270462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1270462.375000 Penalty: 4490.686523
	Iteration 37Q: 3 clusters Score -1270462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1270461.125000 Penalty: 4490.686523
	Iteration 38Q: 3 clusters Score -1270461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1270461.125000 Penalty: 4490.686523
	Iteration 39F: 3 clusters Score -1270461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (84204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Entering Unmasked Estep 
Score: -12524473.000000 Penalty: 2812.567383
	Iteration 0F: 2 clusters Score -1.252447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -12468197.000000 Penalty: 5625.134766
	Iteration 0F: 3 clusters Score -1.24682e+07 nChanged 39644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -12491186.000000 Penalty: 5625.134766
	Iteration 1F: 3 clusters Score -1.249119e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -12493598.000000 Penalty: 5625.134766
	Iteration 2F: 3 clusters Score -1.24936e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -12497737.000000 Penalty: 5625.134766
	Iteration 3F: 3 clusters Score -1.249774e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -12504273.000000 Penalty: 5625.134766
	Iteration 4F: 3 clusters Score -1.250427e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -12512185.000000 Penalty: 5625.134766
	Iteration 5F: 3 clusters Score -1.251218e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63072 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -12518482.000000 Penalty: 5625.134766
	Iteration 6F: 3 clusters Score -1.251848e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66619 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -12522000.000000 Penalty: 5625.134766
	Iteration 7F: 3 clusters Score -1.2522e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -12523580.000000 Penalty: 5625.134766
	Iteration 8Q: 3 clusters Score -1.252358e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -12524468.000000 Penalty: 5625.134766
	Iteration 9Q: 3 clusters Score -1.252447e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -12525090.000000 Penalty: 5625.134766
	Iteration 10Q: 3 clusters Score -1.252509e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -12525527.000000 Penalty: 5625.134766
	Iteration 11Q: 3 clusters Score -1.252553e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -12525799.000000 Penalty: 5625.134766
	Iteration 12Q: 3 clusters Score -1.25258e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -12526029.000000 Penalty: 5625.134766
	Iteration 13Q: 3 clusters Score -1.252603e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -12526177.000000 Penalty: 5625.134766
	Iteration 14Q: 3 clusters Score -1.252618e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -12526241.000000 Penalty: 5625.134766
	Iteration 15Q: 3 clusters Score -1.252624e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -12526253.000000 Penalty: 5625.134766
	Iteration 16Q: 3 clusters Score -1.252625e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75785 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -12526305.000000 Penalty: 5625.134766
	Iteration 17Q: 3 clusters Score -1.25263e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76003 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -12526306.000000 Penalty: 5625.134766
	Iteration 18Q: 3 clusters Score -1.252631e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76208 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -12526366.000000 Penalty: 5625.134766
	Iteration 19Q: 3 clusters Score -1.252637e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -12526379.000000 Penalty: 5625.134766
	Iteration 20F: 3 clusters Score -1.252638e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76539 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -12526387.000000 Penalty: 5625.134766
	Iteration 21Q: 3 clusters Score -1.252639e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -12526392.000000 Penalty: 5625.134766
	Iteration 22Q: 3 clusters Score -1.252639e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -12526434.000000 Penalty: 5625.134766
	Iteration 23Q: 3 clusters Score -1.252643e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -12526431.000000 Penalty: 5625.134766
	Iteration 24Q: 3 clusters Score -1.252643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76938 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -12526420.000000 Penalty: 5625.134766
	Iteration 25Q: 3 clusters Score -1.252642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -12526435.000000 Penalty: 5625.134766
	Iteration 26Q: 3 clusters Score -1.252644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -12526454.000000 Penalty: 5625.134766
	Iteration 27Q: 3 clusters Score -1.252645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -12526431.000000 Penalty: 5625.134766
	Iteration 28Q: 3 clusters Score -1.252643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -12526453.000000 Penalty: 5625.134766
	Iteration 29Q: 3 clusters Score -1.252645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -12526455.000000 Penalty: 5625.134766
	Iteration 30Q: 3 clusters Score -1.252646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -12526452.000000 Penalty: 5625.134766
	Iteration 31Q: 3 clusters Score -1.252645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77206 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -12526446.000000 Penalty: 5625.134766
	Iteration 32Q: 3 clusters Score -1.252645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -12526438.000000 Penalty: 5625.134766
	Iteration 33Q: 3 clusters Score -1.252644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -12526425.000000 Penalty: 5625.134766
	Iteration 34Q: 3 clusters Score -1.252642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -12526438.000000 Penalty: 5625.134766
	Iteration 35Q: 3 clusters Score -1.252644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -12526439.000000 Penalty: 5625.134766
	Iteration 36Q: 3 clusters Score -1.252644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -12526434.000000 Penalty: 5625.134766
	Iteration 37Q: 3 clusters Score -1.252643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -12526442.000000 Penalty: 5625.134766
	Iteration 38Q: 3 clusters Score -1.252644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -12526448.000000 Penalty: 5625.134766
	Iteration 39Q: 3 clusters Score -1.252645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77262 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -12526444.000000 Penalty: 5625.134766
	Iteration 40F: 3 clusters Score -1.252644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -12526451.000000 Penalty: 5625.134766
	Iteration 41Q: 3 clusters Score -1.252645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -12526439.000000 Penalty: 5625.134766
	Iteration 42Q: 3 clusters Score -1.252644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -12526435.000000 Penalty: 5625.134766
	Iteration 43Q: 3 clusters Score -1.252644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -12526435.000000 Penalty: 5625.134766
	Iteration 44Q: 3 clusters Score -1.252644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -12526435.000000 Penalty: 5625.134766
	Iteration 45Q: 3 clusters Score -1.252644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12526440.000000 Penalty: 5625.134766
	Iteration 46Q: 3 clusters Score -1.252644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -12526440.000000 Penalty: 5625.134766
	Iteration 47F: 3 clusters Score -1.252644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 3185 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Entering Unmasked Estep 
Score: -114998312.000000 Penalty: 114641.820312
Splitting cluster 6 changes total score from -114996872.000000 to -114998312.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 7 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -434077.593750 Penalty: 2000.419556
	Iteration 0F: 2 clusters Score -434077.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -431157.500000 Penalty: 4000.839111
	Iteration 0F: 3 clusters Score -431157.5 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -434934.843750 Penalty: 4000.839111
	Iteration 1F: 3 clusters Score -434934.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -436301.531250 Penalty: 4000.839111
	Iteration 2F: 3 clusters Score -436301.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -436644.875000 Penalty: 4000.839111
	Iteration 3F: 3 clusters Score -436644.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -436750.687500 Penalty: 4000.839111
	Iteration 4Q: 3 clusters Score -436750.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -436818.437500 Penalty: 4000.839111
	Iteration 5Q: 3 clusters Score -436818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -436838.031250 Penalty: 4000.839111
	Iteration 6Q: 3 clusters Score -436838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -436859.468750 Penalty: 4000.839111
	Iteration 7Q: 3 clusters Score -436859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -436874.062500 Penalty: 4000.839111
	Iteration 8Q: 3 clusters Score -436874.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -436886.687500 Penalty: 4000.839111
	Iteration 9Q: 3 clusters Score -436886.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -436904.500000 Penalty: 4000.839111
	Iteration 10Q: 3 clusters Score -436904.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -436926.281250 Penalty: 4000.839111
	Iteration 11Q: 3 clusters Score -436926.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -436955.406250 Penalty: 4000.839111
	Iteration 12Q: 3 clusters Score -436955.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -436973.406250 Penalty: 4000.839111
	Iteration 13Q: 3 clusters Score -436973.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -436993.000000 Penalty: 4000.839111
	Iteration 14Q: 3 clusters Score -436993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -437012.312500 Penalty: 4000.839111
	Iteration 15Q: 3 clusters Score -437012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -437017.843750 Penalty: 4000.839111
	Iteration 16Q: 3 clusters Score -437017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -437021.437500 Penalty: 4000.839111
	Iteration 17Q: 3 clusters Score -437021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -437024.281250 Penalty: 4000.839111
	Iteration 18Q: 3 clusters Score -437024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -437026.500000 Penalty: 4000.839111
	Iteration 19Q: 3 clusters Score -437026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -437026.500000 Penalty: 4000.839111
	Iteration 20F: 3 clusters Score -437026.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 8042 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Entering Unmasked Estep 
Score: -114999872.000000 Penalty: 118013.640625
Splitting cluster 7 changes total score from -114996872.000000 to -114999872.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -1009563.375000 Penalty: 2230.123535
	Iteration 0F: 2 clusters Score -1009563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1003220.750000 Penalty: 4460.247070
	Iteration 0F: 3 clusters Score -1003221 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1005585.000000 Penalty: 4460.247070
	Iteration 1F: 3 clusters Score -1005585 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1006718.437500 Penalty: 4460.247070
	Iteration 2F: 3 clusters Score -1006718 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1007705.125000 Penalty: 4460.247070
	Iteration 3F: 3 clusters Score -1007705 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1008397.312500 Penalty: 4460.247070
	Iteration 4F: 3 clusters Score -1008397 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1008776.812500 Penalty: 4460.247070
	Iteration 5F: 3 clusters Score -1008777 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1008980.812500 Penalty: 4460.247070
	Iteration 6Q: 3 clusters Score -1008981 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1009129.062500 Penalty: 4460.247070
	Iteration 7Q: 3 clusters Score -1009129 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1009264.125000 Penalty: 4460.247070
	Iteration 8Q: 3 clusters Score -1009264 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1009359.312500 Penalty: 4460.247070
	Iteration 9Q: 3 clusters Score -1009359 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1009467.062500 Penalty: 4460.247070
	Iteration 10Q: 3 clusters Score -1009467 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1009555.062500 Penalty: 4460.247070
	Iteration 11Q: 3 clusters Score -1009555 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1009644.812500 Penalty: 4460.247070
	Iteration 12Q: 3 clusters Score -1009645 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1009730.312500 Penalty: 4460.247070
	Iteration 13Q: 3 clusters Score -1009730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1009780.500000 Penalty: 4460.247070
	Iteration 14Q: 3 clusters Score -1009780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1009810.437500 Penalty: 4460.247070
	Iteration 15Q: 3 clusters Score -1009810 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1009835.062500 Penalty: 4460.247070
	Iteration 16Q: 3 clusters Score -1009835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1009857.375000 Penalty: 4460.247070
	Iteration 17Q: 3 clusters Score -1009857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1009877.500000 Penalty: 4460.247070
	Iteration 18Q: 3 clusters Score -1009878 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1009892.875000 Penalty: 4460.247070
	Iteration 19Q: 3 clusters Score -1009893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1009915.750000 Penalty: 4460.247070
	Iteration 20F: 3 clusters Score -1009916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1009934.125000 Penalty: 4460.247070
	Iteration 21Q: 3 clusters Score -1009934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1009946.437500 Penalty: 4460.247070
	Iteration 22Q: 3 clusters Score -1009946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1009951.875000 Penalty: 4460.247070
	Iteration 23Q: 3 clusters Score -1009952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1009960.187500 Penalty: 4460.247070
	Iteration 24Q: 3 clusters Score -1009960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1009968.375000 Penalty: 4460.247070
	Iteration 25Q: 3 clusters Score -1009968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1009983.312500 Penalty: 4460.247070
	Iteration 26Q: 3 clusters Score -1009983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1009996.937500 Penalty: 4460.247070
	Iteration 27Q: 3 clusters Score -1009997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1010013.625000 Penalty: 4460.247070
	Iteration 28Q: 3 clusters Score -1010014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1010030.187500 Penalty: 4460.247070
	Iteration 29Q: 3 clusters Score -1010030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1010047.562500 Penalty: 4460.247070
	Iteration 30Q: 3 clusters Score -1010048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1010058.937500 Penalty: 4460.247070
	Iteration 31Q: 3 clusters Score -1010059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1010065.750000 Penalty: 4460.247070
	Iteration 32Q: 3 clusters Score -1010066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1010072.125000 Penalty: 4460.247070
	Iteration 33Q: 3 clusters Score -1010072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1010079.312500 Penalty: 4460.247070
	Iteration 34Q: 3 clusters Score -1010079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1010082.187500 Penalty: 4460.247070
	Iteration 35Q: 3 clusters Score -1010082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1010087.187500 Penalty: 4460.247070
	Iteration 36Q: 3 clusters Score -1010087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1010090.625000 Penalty: 4460.247070
	Iteration 37Q: 3 clusters Score -1010091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1010095.687500 Penalty: 4460.247070
	Iteration 38Q: 3 clusters Score -1010096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1010098.187500 Penalty: 4460.247070
	Iteration 39Q: 3 clusters Score -1010098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1010102.937500 Penalty: 4460.247070
	Iteration 40F: 3 clusters Score -1010103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1010104.875000 Penalty: 4460.247070
	Iteration 41Q: 3 clusters Score -1010105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1010108.312500 Penalty: 4460.247070
	Iteration 42Q: 3 clusters Score -1010108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1010110.750000 Penalty: 4460.247070
	Iteration 43Q: 3 clusters Score -1010111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1010113.000000 Penalty: 4460.247070
	Iteration 44Q: 3 clusters Score -1010113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1010113.500000 Penalty: 4460.247070
	Iteration 45Q: 3 clusters Score -1010114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1010119.875000 Penalty: 4460.247070
	Iteration 46Q: 3 clusters Score -1010120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1010124.312500 Penalty: 4460.247070
	Iteration 47Q: 3 clusters Score -1010124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1010123.562500 Penalty: 4460.247070
	Iteration 48Q: 3 clusters Score -1010124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1010125.000000 Penalty: 4460.247070
	Iteration 49Q: 3 clusters Score -1010125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1010126.937500 Penalty: 4460.247070
	Iteration 50Q: 3 clusters Score -1010127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1010126.687500 Penalty: 4460.247070
	Iteration 51Q: 3 clusters Score -1010127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1010125.937500 Penalty: 4460.247070
	Iteration 52Q: 3 clusters Score -1010126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1010127.187500 Penalty: 4460.247070
	Iteration 53Q: 3 clusters Score -1010127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1010127.437500 Penalty: 4460.247070
	Iteration 54Q: 3 clusters Score -1010127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1010130.250000 Penalty: 4460.247070
	Iteration 55Q: 3 clusters Score -1010130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1010129.937500 Penalty: 4460.247070
	Iteration 56Q: 3 clusters Score -1010130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1010131.125000 Penalty: 4460.247070
	Iteration 57Q: 3 clusters Score -1010131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1010131.750000 Penalty: 4460.247070
	Iteration 58Q: 3 clusters Score -1010132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1010133.000000 Penalty: 4460.247070
	Iteration 59Q: 3 clusters Score -1010133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1010134.812500 Penalty: 4460.247070
	Iteration 60F: 3 clusters Score -1010135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1010135.750000 Penalty: 4460.247070
	Iteration 61Q: 3 clusters Score -1010136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1010135.687500 Penalty: 4460.247070
	Iteration 62Q: 3 clusters Score -1010136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1010135.687500 Penalty: 4460.247070
	Iteration 63F: 3 clusters Score -1010136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 22764 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Entering Unmasked Estep 
Score: -114999128.000000 Penalty: 121385.460938
Splitting cluster 8 changes total score from -114996872.000000 to -114999128.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (66503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Entering Unmasked Estep 
Score: -9938812.000000 Penalty: 2754.040527
	Iteration 0F: 2 clusters Score -9938812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -9894182.000000 Penalty: 5508.081055
	Iteration 0F: 3 clusters Score -9894182 nChanged 31026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -9912972.000000 Penalty: 5508.081055
	Iteration 1F: 3 clusters Score -9912972 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -9914738.000000 Penalty: 5508.081055
	Iteration 2F: 3 clusters Score -9914738 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -9916888.000000 Penalty: 5508.081055
	Iteration 3F: 3 clusters Score -9916888 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -9919087.000000 Penalty: 5508.081055
	Iteration 4F: 3 clusters Score -9919087 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9921383.000000 Penalty: 5508.081055
	Iteration 5F: 3 clusters Score -9921383 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -9923466.000000 Penalty: 5508.081055
	Iteration 6F: 3 clusters Score -9923466 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9925018.000000 Penalty: 5508.081055
	Iteration 7F: 3 clusters Score -9925018 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -9926202.000000 Penalty: 5508.081055
	Iteration 8Q: 3 clusters Score -9926202 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -9927240.000000 Penalty: 5508.081055
	Iteration 9Q: 3 clusters Score -9927240 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -9928017.000000 Penalty: 5508.081055
	Iteration 10Q: 3 clusters Score -9928017 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -9928656.000000 Penalty: 5508.081055
	Iteration 11Q: 3 clusters Score -9928656 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -9929164.000000 Penalty: 5508.081055
	Iteration 12Q: 3 clusters Score -9929164 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -9929634.000000 Penalty: 5508.081055
	Iteration 13Q: 3 clusters Score -9929634 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -9930171.000000 Penalty: 5508.081055
	Iteration 14Q: 3 clusters Score -9930171 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -9930626.000000 Penalty: 5508.081055
	Iteration 15Q: 3 clusters Score -9930626 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -9931117.000000 Penalty: 5508.081055
	Iteration 16Q: 3 clusters Score -9931117 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -9931682.000000 Penalty: 5508.081055
	Iteration 17Q: 3 clusters Score -9931682 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -9932285.000000 Penalty: 5508.081055
	Iteration 18Q: 3 clusters Score -9932285 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -9932870.000000 Penalty: 5508.081055
	Iteration 19Q: 3 clusters Score -9932870 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -9933466.000000 Penalty: 5508.081055
	Iteration 20F: 3 clusters Score -9933466 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -9934134.000000 Penalty: 5508.081055
	Iteration 21Q: 3 clusters Score -9934134 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62344 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9934802.000000 Penalty: 5508.081055
	Iteration 22Q: 3 clusters Score -9934802 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9935320.000000 Penalty: 5508.081055
	Iteration 23Q: 3 clusters Score -9935320 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9935683.000000 Penalty: 5508.081055
	Iteration 24Q: 3 clusters Score -9935683 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9935947.000000 Penalty: 5508.081055
	Iteration 25Q: 3 clusters Score -9935947 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9936132.000000 Penalty: 5508.081055
	Iteration 26Q: 3 clusters Score -9936132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9936250.000000 Penalty: 5508.081055
	Iteration 27Q: 3 clusters Score -9936250 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9936343.000000 Penalty: 5508.081055
	Iteration 28Q: 3 clusters Score -9936343 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9936420.000000 Penalty: 5508.081055
	Iteration 29Q: 3 clusters Score -9936420 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65138 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9936461.000000 Penalty: 5508.081055
	Iteration 30Q: 3 clusters Score -9936461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9936515.000000 Penalty: 5508.081055
	Iteration 31Q: 3 clusters Score -9936515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9936557.000000 Penalty: 5508.081055
	Iteration 32Q: 3 clusters Score -9936557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9936598.000000 Penalty: 5508.081055
	Iteration 33Q: 3 clusters Score -9936598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9936612.000000 Penalty: 5508.081055
	Iteration 34Q: 3 clusters Score -9936612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9936649.000000 Penalty: 5508.081055
	Iteration 35Q: 3 clusters Score -9936649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9936673.000000 Penalty: 5508.081055
	Iteration 36Q: 3 clusters Score -9936673 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9936697.000000 Penalty: 5508.081055
	Iteration 37Q: 3 clusters Score -9936697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65432 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9936718.000000 Penalty: 5508.081055
	Iteration 38Q: 3 clusters Score -9936718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9936725.000000 Penalty: 5508.081055
	Iteration 39Q: 3 clusters Score -9936725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65439 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9936743.000000 Penalty: 5508.081055
	Iteration 40F: 3 clusters Score -9936743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65445 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9936746.000000 Penalty: 5508.081055
	Iteration 41Q: 3 clusters Score -9936746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9936755.000000 Penalty: 5508.081055
	Iteration 42Q: 3 clusters Score -9936755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9936762.000000 Penalty: 5508.081055
	Iteration 43Q: 3 clusters Score -9936762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9936777.000000 Penalty: 5508.081055
	Iteration 44Q: 3 clusters Score -9936777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9936783.000000 Penalty: 5508.081055
	Iteration 45Q: 3 clusters Score -9936783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9936789.000000 Penalty: 5508.081055
	Iteration 46Q: 3 clusters Score -9936789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9936791.000000 Penalty: 5508.081055
	Iteration 47Q: 3 clusters Score -9936791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9936783.000000 Penalty: 5508.081055
	Iteration 48Q: 3 clusters Score -9936783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9936791.000000 Penalty: 5508.081055
	Iteration 49Q: 3 clusters Score -9936791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9936787.000000 Penalty: 5508.081055
	Iteration 50Q: 3 clusters Score -9936787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9936787.000000 Penalty: 5508.081055
	Iteration 51F: 3 clusters Score -9936787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Entering Unmasked Estep 
Score: -2092780.875000 Penalty: 2373.871582
	Iteration 0F: 2 clusters Score -2092781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2082366.250000 Penalty: 4747.743164
	Iteration 0F: 3 clusters Score -2082366 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2085774.750000 Penalty: 4747.743164
	Iteration 1F: 3 clusters Score -2085775 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2086520.750000 Penalty: 4747.743164
	Iteration 2F: 3 clusters Score -2086521 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2087502.875000 Penalty: 4747.743164
	Iteration 3F: 3 clusters Score -2087503 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2088741.250000 Penalty: 4747.743164
	Iteration 4F: 3 clusters Score -2088741 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2090040.000000 Penalty: 4747.743164
	Iteration 5F: 3 clusters Score -2090040 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2090945.500000 Penalty: 4747.743164
	Iteration 6F: 3 clusters Score -2090946 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2091412.250000 Penalty: 4747.743164
	Iteration 7F: 3 clusters Score -2091412 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2091616.500000 Penalty: 4747.743164
	Iteration 8Q: 3 clusters Score -2091616 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2091719.500000 Penalty: 4747.743164
	Iteration 9Q: 3 clusters Score -2091720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2091769.750000 Penalty: 4747.743164
	Iteration 10Q: 3 clusters Score -2091770 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2091805.125000 Penalty: 4747.743164
	Iteration 11Q: 3 clusters Score -2091805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2091830.250000 Penalty: 4747.743164
	Iteration 12Q: 3 clusters Score -2091830 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2091845.875000 Penalty: 4747.743164
	Iteration 13Q: 3 clusters Score -2091846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2091850.750000 Penalty: 4747.743164
	Iteration 14Q: 3 clusters Score -2091851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2091857.125000 Penalty: 4747.743164
	Iteration 15Q: 3 clusters Score -2091857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2091865.625000 Penalty: 4747.743164
	Iteration 16Q: 3 clusters Score -2091866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2091876.500000 Penalty: 4747.743164
	Iteration 17Q: 3 clusters Score -2091876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2091878.500000 Penalty: 4747.743164
	Iteration 18Q: 3 clusters Score -2091878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2091877.875000 Penalty: 4747.743164
	Iteration 19Q: 3 clusters Score -2091878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2091881.625000 Penalty: 4747.743164
	Iteration 20F: 3 clusters Score -2091882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2091885.500000 Penalty: 4747.743164
	Iteration 21Q: 3 clusters Score -2091886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2091890.000000 Penalty: 4747.743164
	Iteration 22Q: 3 clusters Score -2091890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2091891.875000 Penalty: 4747.743164
	Iteration 23Q: 3 clusters Score -2091892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2091889.250000 Penalty: 4747.743164
	Iteration 24Q: 3 clusters Score -2091889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2091889.625000 Penalty: 4747.743164
	Iteration 25Q: 3 clusters Score -2091890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2091891.875000 Penalty: 4747.743164
	Iteration 26Q: 3 clusters Score -2091892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2091891.875000 Penalty: 4747.743164
	Iteration 27Q: 3 clusters Score -2091892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2091893.000000 Penalty: 4747.743164
	Iteration 28Q: 3 clusters Score -2091893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2091890.375000 Penalty: 4747.743164
	Iteration 29Q: 3 clusters Score -2091890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2091890.500000 Penalty: 4747.743164
	Iteration 30Q: 3 clusters Score -2091890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2091890.500000 Penalty: 4747.743164
	Iteration 31F: 3 clusters Score -2091890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Entering Unmasked Estep 
Score: -3296021.000000 Penalty: 2488.168213
	Iteration 0F: 2 clusters Score -3296021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3280171.250000 Penalty: 4976.336426
	Iteration 0F: 3 clusters Score -3280171 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -3286105.500000 Penalty: 4976.336426
	Iteration 1F: 3 clusters Score -3286106 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3287243.750000 Penalty: 4976.336426
	Iteration 2F: 3 clusters Score -3287244 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3288712.000000 Penalty: 4976.336426
	Iteration 3F: 3 clusters Score -3288712 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3290467.000000 Penalty: 4976.336426
	Iteration 4F: 3 clusters Score -3290467 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3292215.750000 Penalty: 4976.336426
	Iteration 5F: 3 clusters Score -3292216 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3293726.250000 Penalty: 4976.336426
	Iteration 6F: 3 clusters Score -3293726 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3294859.250000 Penalty: 4976.336426
	Iteration 7F: 3 clusters Score -3294859 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3295630.500000 Penalty: 4976.336426
	Iteration 8Q: 3 clusters Score -3295630 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3296129.750000 Penalty: 4976.336426
	Iteration 9Q: 3 clusters Score -3296130 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3296584.500000 Penalty: 4976.336426
	Iteration 10Q: 3 clusters Score -3296584 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3296963.000000 Penalty: 4976.336426
	Iteration 11Q: 3 clusters Score -3296963 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -3297394.750000 Penalty: 4976.336426
	Iteration 12Q: 3 clusters Score -3297395 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3297908.750000 Penalty: 4976.336426
	Iteration 13Q: 3 clusters Score -3297909 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -3298492.000000 Penalty: 4976.336426
	Iteration 14Q: 3 clusters Score -3298492 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3299073.750000 Penalty: 4976.336426
	Iteration 15Q: 3 clusters Score -3299074 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -3299570.500000 Penalty: 4976.336426
	Iteration 16Q: 3 clusters Score -3299570 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -3299903.500000 Penalty: 4976.336426
	Iteration 17Q: 3 clusters Score -3299904 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3300080.250000 Penalty: 4976.336426
	Iteration 18Q: 3 clusters Score -3300080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3300162.750000 Penalty: 4976.336426
	Iteration 19Q: 3 clusters Score -3300163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3300221.750000 Penalty: 4976.336426
	Iteration 20F: 3 clusters Score -3300222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3300249.500000 Penalty: 4976.336426
	Iteration 21Q: 3 clusters Score -3300250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3300265.500000 Penalty: 4976.336426
	Iteration 22Q: 3 clusters Score -3300266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3300282.750000 Penalty: 4976.336426
	Iteration 23Q: 3 clusters Score -3300283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -3300283.500000 Penalty: 4976.336426
	Iteration 24Q: 3 clusters Score -3300284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3300287.500000 Penalty: 4976.336426
	Iteration 25Q: 3 clusters Score -3300288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3300288.750000 Penalty: 4976.336426
	Iteration 26Q: 3 clusters Score -3300289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3300291.000000 Penalty: 4976.336426
	Iteration 27Q: 3 clusters Score -3300291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3300290.000000 Penalty: 4976.336426
	Iteration 28Q: 3 clusters Score -3300290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3300295.000000 Penalty: 4976.336426
	Iteration 29Q: 3 clusters Score -3300295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3300293.250000 Penalty: 4976.336426
	Iteration 30Q: 3 clusters Score -3300293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3300296.250000 Penalty: 4976.336426
	Iteration 31Q: 3 clusters Score -3300296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3300296.250000 Penalty: 4976.336426
	Iteration 32F: 3 clusters Score -3300296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 7418 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Entering Unmasked Estep 
Score: -115002224.000000 Penalty: 124757.281250
Splitting cluster 11 changes total score from -114996872.000000 to -115002224.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (5663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Entering Unmasked Estep 
Score: -845283.312500 Penalty: 2143.143799
	Iteration 0F: 2 clusters Score -845283.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -840345.625000 Penalty: 4286.287598
	Iteration 0F: 3 clusters Score -840345.6 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -841676.312500 Penalty: 4286.287598
	Iteration 1F: 3 clusters Score -841676.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -842013.875000 Penalty: 4286.287598
	Iteration 2F: 3 clusters Score -842013.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -842303.062500 Penalty: 4286.287598
	Iteration 3F: 3 clusters Score -842303.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -842628.687500 Penalty: 4286.287598
	Iteration 4F: 3 clusters Score -842628.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -843046.187500 Penalty: 4286.287598
	Iteration 5F: 3 clusters Score -843046.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -843472.750000 Penalty: 4286.287598
	Iteration 6F: 3 clusters Score -843472.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -843824.187500 Penalty: 4286.287598
	Iteration 7F: 3 clusters Score -843824.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -844067.000000 Penalty: 4286.287598
	Iteration 8F: 3 clusters Score -844067 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -844227.500000 Penalty: 4286.287598
	Iteration 9Q: 3 clusters Score -844227.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -844315.312500 Penalty: 4286.287598
	Iteration 10Q: 3 clusters Score -844315.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -844369.937500 Penalty: 4286.287598
	Iteration 11Q: 3 clusters Score -844369.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -844398.687500 Penalty: 4286.287598
	Iteration 12Q: 3 clusters Score -844398.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -844410.125000 Penalty: 4286.287598
	Iteration 13Q: 3 clusters Score -844410.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -844417.812500 Penalty: 4286.287598
	Iteration 14Q: 3 clusters Score -844417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -844421.875000 Penalty: 4286.287598
	Iteration 15Q: 3 clusters Score -844421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -844424.000000 Penalty: 4286.287598
	Iteration 16Q: 3 clusters Score -844424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -844425.937500 Penalty: 4286.287598
	Iteration 17Q: 3 clusters Score -844425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -844426.625000 Penalty: 4286.287598
	Iteration 18Q: 3 clusters Score -844426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -844427.750000 Penalty: 4286.287598
	Iteration 19Q: 3 clusters Score -844427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -844429.000000 Penalty: 4286.287598
	Iteration 20F: 3 clusters Score -844429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (83607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Entering Unmasked Estep 
Score: -11758614.000000 Penalty: 2810.802734
	Iteration 0F: 2 clusters Score -1.175861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -11702757.000000 Penalty: 5621.605469
	Iteration 0F: 3 clusters Score -1.170276e+07 nChanged 39316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -11726282.000000 Penalty: 5621.605469
	Iteration 1F: 3 clusters Score -1.172628e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -11728222.000000 Penalty: 5621.605469
	Iteration 2F: 3 clusters Score -1.172822e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -11730662.000000 Penalty: 5621.605469
	Iteration 3F: 3 clusters Score -1.173066e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -11733157.000000 Penalty: 5621.605469
	Iteration 4F: 3 clusters Score -1.173316e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11735773.000000 Penalty: 5621.605469
	Iteration 5F: 3 clusters Score -1.173577e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -11738163.000000 Penalty: 5621.605469
	Iteration 6F: 3 clusters Score -1.173816e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -11740138.000000 Penalty: 5621.605469
	Iteration 7F: 3 clusters Score -1.174014e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -11741870.000000 Penalty: 5621.605469
	Iteration 8Q: 3 clusters Score -1.174187e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -11743198.000000 Penalty: 5621.605469
	Iteration 9Q: 3 clusters Score -1.17432e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -11744274.000000 Penalty: 5621.605469
	Iteration 10Q: 3 clusters Score -1.174427e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -11745327.000000 Penalty: 5621.605469
	Iteration 11Q: 3 clusters Score -1.174533e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -11746197.000000 Penalty: 5621.605469
	Iteration 12Q: 3 clusters Score -1.17462e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -11746907.000000 Penalty: 5621.605469
	Iteration 13Q: 3 clusters Score -1.174691e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -11747463.000000 Penalty: 5621.605469
	Iteration 14Q: 3 clusters Score -1.174746e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -11747930.000000 Penalty: 5621.605469
	Iteration 15Q: 3 clusters Score -1.174793e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -11748348.000000 Penalty: 5621.605469
	Iteration 16Q: 3 clusters Score -1.174835e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 55706 members 
Entering Unmasked Estep 
Score: -11748713.000000 Penalty: 5621.605469
	Iteration 17Q: 3 clusters Score -1.174871e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -11749011.000000 Penalty: 5621.605469
	Iteration 18Q: 3 clusters Score -1.174901e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 57354 members 
Entering Unmasked Estep 
Score: -11749311.000000 Penalty: 5621.605469
	Iteration 19Q: 3 clusters Score -1.174931e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -11749538.000000 Penalty: 5621.605469
	Iteration 20F: 3 clusters Score -1.174954e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -11749837.000000 Penalty: 5621.605469
	Iteration 21Q: 3 clusters Score -1.174984e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -11750152.000000 Penalty: 5621.605469
	Iteration 22Q: 3 clusters Score -1.175015e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -11750329.000000 Penalty: 5621.605469
	Iteration 23Q: 3 clusters Score -1.175033e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -11750536.000000 Penalty: 5621.605469
	Iteration 24Q: 3 clusters Score -1.175054e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -11750759.000000 Penalty: 5621.605469
	Iteration 25Q: 3 clusters Score -1.175076e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -11750918.000000 Penalty: 5621.605469
	Iteration 26Q: 3 clusters Score -1.175092e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -11751076.000000 Penalty: 5621.605469
	Iteration 27Q: 3 clusters Score -1.175108e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 64320 members 
Entering Unmasked Estep 
Score: -11751263.000000 Penalty: 5621.605469
	Iteration 28Q: 3 clusters Score -1.175126e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 65052 members 
Entering Unmasked Estep 
Score: -11751417.000000 Penalty: 5621.605469
	Iteration 29Q: 3 clusters Score -1.175142e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -11751610.000000 Penalty: 5621.605469
	Iteration 30Q: 3 clusters Score -1.175161e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -11751758.000000 Penalty: 5621.605469
	Iteration 31Q: 3 clusters Score -1.175176e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -11751875.000000 Penalty: 5621.605469
	Iteration 32Q: 3 clusters Score -1.175188e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -11752023.000000 Penalty: 5621.605469
	Iteration 33Q: 3 clusters Score -1.175202e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -11752295.000000 Penalty: 5621.605469
	Iteration 34Q: 3 clusters Score -1.17523e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -11752419.000000 Penalty: 5621.605469
	Iteration 35Q: 3 clusters Score -1.175242e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -11752608.000000 Penalty: 5621.605469
	Iteration 36Q: 3 clusters Score -1.175261e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 70768 members 
Entering Unmasked Estep 
Score: -11752831.000000 Penalty: 5621.605469
	Iteration 37Q: 3 clusters Score -1.175283e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -11752984.000000 Penalty: 5621.605469
	Iteration 38Q: 3 clusters Score -1.175298e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -11753208.000000 Penalty: 5621.605469
	Iteration 39Q: 3 clusters Score -1.175321e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -11753454.000000 Penalty: 5621.605469
	Iteration 40F: 3 clusters Score -1.175345e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 73875 members 
Entering Unmasked Estep 
Score: -11753738.000000 Penalty: 5621.605469
	Iteration 41Q: 3 clusters Score -1.175374e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -11754062.000000 Penalty: 5621.605469
	Iteration 42Q: 3 clusters Score -1.175406e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -11754375.000000 Penalty: 5621.605469
	Iteration 43Q: 3 clusters Score -1.175438e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 76288 members 
Entering Unmasked Estep 
Score: -11754656.000000 Penalty: 5621.605469
	Iteration 44Q: 3 clusters Score -1.175466e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -11754992.000000 Penalty: 5621.605469
	Iteration 45Q: 3 clusters Score -1.175499e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 77742 members 
Entering Unmasked Estep 
Score: -11755311.000000 Penalty: 5621.605469
	Iteration 46Q: 3 clusters Score -1.175531e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -11755613.000000 Penalty: 5621.605469
	Iteration 47Q: 3 clusters Score -1.175561e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 78977 members 
Entering Unmasked Estep 
Score: -11755838.000000 Penalty: 5621.605469
	Iteration 48Q: 3 clusters Score -1.175584e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -11756062.000000 Penalty: 5621.605469
	Iteration 49Q: 3 clusters Score -1.175606e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -11756194.000000 Penalty: 5621.605469
	Iteration 50Q: 3 clusters Score -1.175619e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 80159 members 
Entering Unmasked Estep 
Score: -11756348.000000 Penalty: 5621.605469
	Iteration 51Q: 3 clusters Score -1.175635e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -11756509.000000 Penalty: 5621.605469
	Iteration 52Q: 3 clusters Score -1.175651e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -11756613.000000 Penalty: 5621.605469
	Iteration 53Q: 3 clusters Score -1.175661e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -11756723.000000 Penalty: 5621.605469
	Iteration 54Q: 3 clusters Score -1.175672e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -11756760.000000 Penalty: 5621.605469
	Iteration 55Q: 3 clusters Score -1.175676e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -11756826.000000 Penalty: 5621.605469
	Iteration 56Q: 3 clusters Score -1.175683e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 81255 members 
Entering Unmasked Estep 
Score: -11756859.000000 Penalty: 5621.605469
	Iteration 57Q: 3 clusters Score -1.175686e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -11756912.000000 Penalty: 5621.605469
	Iteration 58Q: 3 clusters Score -1.175691e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 81390 members 
Entering Unmasked Estep 
Score: -11756933.000000 Penalty: 5621.605469
	Iteration 59Q: 3 clusters Score -1.175693e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -11756963.000000 Penalty: 5621.605469
	Iteration 60F: 3 clusters Score -1.175696e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -11756985.000000 Penalty: 5621.605469
	Iteration 61Q: 3 clusters Score -1.175698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 81526 members 
Entering Unmasked Estep 
Score: -11756999.000000 Penalty: 5621.605469
	Iteration 62Q: 3 clusters Score -1.1757e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -11757035.000000 Penalty: 5621.605469
	Iteration 63Q: 3 clusters Score -1.175704e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -11757047.000000 Penalty: 5621.605469
	Iteration 64Q: 3 clusters Score -1.175705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -11757049.000000 Penalty: 5621.605469
	Iteration 65Q: 3 clusters Score -1.175705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -11757041.000000 Penalty: 5621.605469
	Iteration 66Q: 3 clusters Score -1.175704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -11757046.000000 Penalty: 5621.605469
	Iteration 67Q: 3 clusters Score -1.175705e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -11757062.000000 Penalty: 5621.605469
	Iteration 68Q: 3 clusters Score -1.175706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -11757058.000000 Penalty: 5621.605469
	Iteration 69Q: 3 clusters Score -1.175706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 81684 members 
Entering Unmasked Estep 
Score: -11757065.000000 Penalty: 5621.605469
	Iteration 70Q: 3 clusters Score -1.175706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 81688 members 
Entering Unmasked Estep 
Score: -11757072.000000 Penalty: 5621.605469
	Iteration 71Q: 3 clusters Score -1.175707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 81696 members 
Entering Unmasked Estep 
Score: -11757067.000000 Penalty: 5621.605469
	Iteration 72Q: 3 clusters Score -1.175707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -11757064.000000 Penalty: 5621.605469
	Iteration 73Q: 3 clusters Score -1.175706e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 81699 members 
Entering Unmasked Estep 
Score: -11757066.000000 Penalty: 5621.605469
	Iteration 74Q: 3 clusters Score -1.175707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -11757082.000000 Penalty: 5621.605469
	Iteration 75Q: 3 clusters Score -1.175708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -11757084.000000 Penalty: 5621.605469
	Iteration 76Q: 3 clusters Score -1.175708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -11757092.000000 Penalty: 5621.605469
	Iteration 77Q: 3 clusters Score -1.175709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -11757093.000000 Penalty: 5621.605469
	Iteration 78Q: 3 clusters Score -1.175709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -11757081.000000 Penalty: 5621.605469
	Iteration 79Q: 3 clusters Score -1.175708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -11757078.000000 Penalty: 5621.605469
	Iteration 80F: 3 clusters Score -1.175708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 81723 members 
Entering Unmasked Estep 
Score: -11757081.000000 Penalty: 5621.605469
	Iteration 81Q: 3 clusters Score -1.175708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 81725 members 
Entering Unmasked Estep 
Score: -11757090.000000 Penalty: 5621.605469
	Iteration 82Q: 3 clusters Score -1.175709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -11757088.000000 Penalty: 5621.605469
	Iteration 83Q: 3 clusters Score -1.175709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11757096.000000 Penalty: 5621.605469
	Iteration 84Q: 3 clusters Score -1.17571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11757099.000000 Penalty: 5621.605469
	Iteration 85Q: 3 clusters Score -1.17571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11757102.000000 Penalty: 5621.605469
	Iteration 86Q: 3 clusters Score -1.17571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11757100.000000 Penalty: 5621.605469
	Iteration 87Q: 3 clusters Score -1.17571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11757102.000000 Penalty: 5621.605469
	Iteration 88Q: 3 clusters Score -1.17571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -11757102.000000 Penalty: 5621.605469
	Iteration 89Q: 3 clusters Score -1.17571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11757111.000000 Penalty: 5621.605469
	Iteration 90Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -11757109.000000 Penalty: 5621.605469
	Iteration 91Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -11757108.000000 Penalty: 5621.605469
	Iteration 92Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -11757106.000000 Penalty: 5621.605469
	Iteration 93Q: 3 clusters Score -1.175711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11757109.000000 Penalty: 5621.605469
	Iteration 94Q: 3 clusters Score -1.175711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11757125.000000 Penalty: 5621.605469
	Iteration 95Q: 3 clusters Score -1.175712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -11757111.000000 Penalty: 5621.605469
	Iteration 96Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -11757109.000000 Penalty: 5621.605469
	Iteration 97Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 81737 members 
Entering Unmasked Estep 
Score: -11757110.000000 Penalty: 5621.605469
	Iteration 98Q: 3 clusters Score -1.175711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 81734 members 
Entering Unmasked Estep 
Score: -11757110.000000 Penalty: 5621.605469
	Iteration 99Q: 3 clusters Score -1.175711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 81731 members 
Entering Unmasked Estep 
Score: -11757101.000000 Penalty: 5621.605469
	Iteration 100F: 3 clusters Score -1.17571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 81733 members 
Entering Unmasked Estep 
Score: -11757108.000000 Penalty: 5621.605469
	Iteration 101Q: 3 clusters Score -1.175711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11757114.000000 Penalty: 5621.605469
	Iteration 102Q: 3 clusters Score -1.175711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -11757122.000000 Penalty: 5621.605469
	Iteration 103Q: 3 clusters Score -1.175712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11757117.000000 Penalty: 5621.605469
	Iteration 104Q: 3 clusters Score -1.175712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -11757113.000000 Penalty: 5621.605469
	Iteration 105Q: 3 clusters Score -1.175711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -11757108.000000 Penalty: 5621.605469
	Iteration 106Q: 3 clusters Score -1.175711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -11757108.000000 Penalty: 5621.605469
	Iteration 107Q: 3 clusters Score -1.175711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -11757122.000000 Penalty: 5621.605469
	Iteration 108Q: 3 clusters Score -1.175712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -11757123.000000 Penalty: 5621.605469
	Iteration 109Q: 3 clusters Score -1.175712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -11757121.000000 Penalty: 5621.605469
	Iteration 110Q: 3 clusters Score -1.175712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -11757126.000000 Penalty: 5621.605469
	Iteration 111Q: 3 clusters Score -1.175713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -11757124.000000 Penalty: 5621.605469
	Iteration 112Q: 3 clusters Score -1.175712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -11757132.000000 Penalty: 5621.605469
	Iteration 113Q: 3 clusters Score -1.175713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -11757138.000000 Penalty: 5621.605469
	Iteration 114Q: 3 clusters Score -1.175714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -11757130.000000 Penalty: 5621.605469
	Iteration 115Q: 3 clusters Score -1.175713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -11757132.000000 Penalty: 5621.605469
	Iteration 116Q: 3 clusters Score -1.175713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 81754 members 
Entering Unmasked Estep 
Score: -11757134.000000 Penalty: 5621.605469
	Iteration 117Q: 3 clusters Score -1.175713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 81759 members 
Entering Unmasked Estep 
Score: -11757138.000000 Penalty: 5621.605469
	Iteration 118Q: 3 clusters Score -1.175714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -11757146.000000 Penalty: 5621.605469
	Iteration 119Q: 3 clusters Score -1.175715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -11757144.000000 Penalty: 5621.605469
	Iteration 120F: 3 clusters Score -1.175714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -11757143.000000 Penalty: 5621.605469
	Iteration 121Q: 3 clusters Score -1.175714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -11757149.000000 Penalty: 5621.605469
	Iteration 122Q: 3 clusters Score -1.175715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -11757136.000000 Penalty: 5621.605469
	Iteration 123Q: 3 clusters Score -1.175714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -11757137.000000 Penalty: 5621.605469
	Iteration 124Q: 3 clusters Score -1.175714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 81771 members 
Entering Unmasked Estep 
Score: -11757135.000000 Penalty: 5621.605469
	Iteration 125Q: 3 clusters Score -1.175714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -11757141.000000 Penalty: 5621.605469
	Iteration 126Q: 3 clusters Score -1.175714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -11757136.000000 Penalty: 5621.605469
	Iteration 127Q: 3 clusters Score -1.175714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -11757137.000000 Penalty: 5621.605469
	Iteration 128Q: 3 clusters Score -1.175714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -11757150.000000 Penalty: 5621.605469
	Iteration 129Q: 3 clusters Score -1.175715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -11757148.000000 Penalty: 5621.605469
	Iteration 130Q: 3 clusters Score -1.175715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -11757139.000000 Penalty: 5621.605469
	Iteration 131Q: 3 clusters Score -1.175714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 81777 members 
Entering Unmasked Estep 
Score: -11757151.000000 Penalty: 5621.605469
	Iteration 132Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 81778 members 
Entering Unmasked Estep 
Score: -11757144.000000 Penalty: 5621.605469
	Iteration 133Q: 3 clusters Score -1.175714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -11757150.000000 Penalty: 5621.605469
	Iteration 134Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 81781 members 
Entering Unmasked Estep 
Score: -11757148.000000 Penalty: 5621.605469
	Iteration 135Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -11757147.000000 Penalty: 5621.605469
	Iteration 136Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -11757149.000000 Penalty: 5621.605469
	Iteration 137Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -11757151.000000 Penalty: 5621.605469
	Iteration 138Q: 3 clusters Score -1.175715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -11757154.000000 Penalty: 5621.605469
	Iteration 139Q: 3 clusters Score -1.175715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -11757147.000000 Penalty: 5621.605469
	Iteration 140F: 3 clusters Score -1.175715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -423407.125000 Penalty: 1976.829224
	Iteration 0F: 2 clusters Score -423407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -420214.843750 Penalty: 3953.658447
	Iteration 0F: 3 clusters Score -420214.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -420869.468750 Penalty: 3953.658447
	Iteration 1F: 3 clusters Score -420869.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -421080.031250 Penalty: 3953.658447
	Iteration 2F: 3 clusters Score -421080 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -421224.218750 Penalty: 3953.658447
	Iteration 3F: 3 clusters Score -421224.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -421350.906250 Penalty: 3953.658447
	Iteration 4Q: 3 clusters Score -421350.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -421495.125000 Penalty: 3953.658447
	Iteration 5Q: 3 clusters Score -421495.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -421627.593750 Penalty: 3953.658447
	Iteration 6Q: 3 clusters Score -421627.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -421756.531250 Penalty: 3953.658447
	Iteration 7Q: 3 clusters Score -421756.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -421905.625000 Penalty: 3953.658447
	Iteration 8Q: 3 clusters Score -421905.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -422133.343750 Penalty: 3953.658447
	Iteration 9Q: 3 clusters Score -422133.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -422334.718750 Penalty: 3953.658447
	Iteration 10Q: 3 clusters Score -422334.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -422521.968750 Penalty: 3953.658447
	Iteration 11Q: 3 clusters Score -422522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -422713.531250 Penalty: 3953.658447
	Iteration 12Q: 3 clusters Score -422713.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -422906.312500 Penalty: 3953.658447
	Iteration 13Q: 3 clusters Score -422906.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -423115.906250 Penalty: 3953.658447
	Iteration 14Q: 3 clusters Score -423115.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -423229.812500 Penalty: 3953.658447
	Iteration 15Q: 3 clusters Score -423229.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -423260.343750 Penalty: 3953.658447
	Iteration 16Q: 3 clusters Score -423260.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -423269.500000 Penalty: 3953.658447
	Iteration 17Q: 3 clusters Score -423269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -423272.781250 Penalty: 3953.658447
	Iteration 18Q: 3 clusters Score -423272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -423275.593750 Penalty: 3953.658447
	Iteration 19Q: 3 clusters Score -423275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -423280.500000 Penalty: 3953.658447
	Iteration 20F: 3 clusters Score -423280.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -423281.375000 Penalty: 3953.658447
	Iteration 21Q: 3 clusters Score -423281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -423281.875000 Penalty: 3953.658447
	Iteration 22Q: 3 clusters Score -423281.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -423281.531250 Penalty: 3953.658447
	Iteration 23Q: 3 clusters Score -423281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -423282.062500 Penalty: 3953.658447
	Iteration 24Q: 3 clusters Score -423282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -423282.062500 Penalty: 3953.658447
	Iteration 25F: 3 clusters Score -423282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Entering Unmasked Estep 
Score: -103974.070312 Penalty: 1638.784180
	Iteration 0F: 2 clusters Score -103974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -102317.656250 Penalty: 3277.568359
	Iteration 0F: 3 clusters Score -102317.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102548.554688 Penalty: 3277.568359
	Iteration 1F: 3 clusters Score -102548.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102697.273438 Penalty: 3277.568359
	Iteration 2F: 3 clusters Score -102697.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -102812.953125 Penalty: 3277.568359
	Iteration 3F: 3 clusters Score -102813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102946.726562 Penalty: 3277.568359
	Iteration 4F: 3 clusters Score -102946.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103128.398438 Penalty: 3277.568359
	Iteration 5F: 3 clusters Score -103128.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -103351.398438 Penalty: 3277.568359
	Iteration 6F: 3 clusters Score -103351.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -103587.656250 Penalty: 3277.568359
	Iteration 7F: 3 clusters Score -103587.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -103652.593750 Penalty: 3277.568359
	Iteration 8Q: 3 clusters Score -103652.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -103674.226562 Penalty: 3277.568359
	Iteration 9Q: 3 clusters Score -103674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -103680.820312 Penalty: 3277.568359
	Iteration 10Q: 3 clusters Score -103680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -103685.257812 Penalty: 3277.568359
	Iteration 11Q: 3 clusters Score -103685.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -103685.257812 Penalty: 3277.568359
	Iteration 12F: 3 clusters Score -103685.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (95818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Entering Unmasked Estep 
Score: -14180882.000000 Penalty: 2844.611084
	Iteration 0F: 2 clusters Score -1.418088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -14117013.000000 Penalty: 5689.222168
	Iteration 0F: 3 clusters Score -1.411701e+07 nChanged 45174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -14143002.000000 Penalty: 5689.222168
	Iteration 1F: 3 clusters Score -1.4143e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -14144829.000000 Penalty: 5689.222168
	Iteration 2Q: 3 clusters Score -1.414483e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -14147310.000000 Penalty: 5689.222168
	Iteration 3F: 3 clusters Score -1.414731e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -14151584.000000 Penalty: 5689.222168
	Iteration 4F: 3 clusters Score -1.415158e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71498 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -14157602.000000 Penalty: 5689.222168
	Iteration 5F: 3 clusters Score -1.41576e+07 nChanged 7950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79216 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -14164727.000000 Penalty: 5689.222168
	Iteration 6F: 3 clusters Score -1.416473e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -14170964.000000 Penalty: 5689.222168
	Iteration 7F: 3 clusters Score -1.417096e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -14174991.000000 Penalty: 5689.222168
	Iteration 8Q: 3 clusters Score -1.417499e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -14177052.000000 Penalty: 5689.222168
	Iteration 9Q: 3 clusters Score -1.417705e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -14178126.000000 Penalty: 5689.222168
	Iteration 10Q: 3 clusters Score -1.417813e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -14178783.000000 Penalty: 5689.222168
	Iteration 11Q: 3 clusters Score -1.417878e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14179137.000000 Penalty: 5689.222168
	Iteration 12Q: 3 clusters Score -1.417914e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14179306.000000 Penalty: 5689.222168
	Iteration 13Q: 3 clusters Score -1.417931e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14179391.000000 Penalty: 5689.222168
	Iteration 14Q: 3 clusters Score -1.417939e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94237 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -14179406.000000 Penalty: 5689.222168
	Iteration 15Q: 3 clusters Score -1.417941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94249 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -14179425.000000 Penalty: 5689.222168
	Iteration 16Q: 3 clusters Score -1.417942e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94271 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -14179425.000000 Penalty: 5689.222168
	Iteration 17Q: 3 clusters Score -1.417942e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14179443.000000 Penalty: 5689.222168
	Iteration 18Q: 3 clusters Score -1.417944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14179430.000000 Penalty: 5689.222168
	Iteration 19Q: 3 clusters Score -1.417943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14179453.000000 Penalty: 5689.222168
	Iteration 20F: 3 clusters Score -1.417945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14179450.000000 Penalty: 5689.222168
	Iteration 21Q: 3 clusters Score -1.417945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14179443.000000 Penalty: 5689.222168
	Iteration 22Q: 3 clusters Score -1.417944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -14179443.000000 Penalty: 5689.222168
	Iteration 23F: 3 clusters Score -1.417944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1760428.375000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1760428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1751483.500000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1751484 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1754313.125000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1754313 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1754779.500000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1754780 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1755205.125000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1755205 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1755597.500000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1755598 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1755959.000000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1755959 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1756214.875000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1756215 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1756430.875000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1756431 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1756592.750000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1756593 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1756722.875000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1756723 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1756824.375000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1756824 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1756904.250000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1756904 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1756972.875000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1756973 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1757014.375000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1757014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1757056.875000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1757057 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1757085.250000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1757085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1757114.750000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1757115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1757123.875000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1757124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1757136.000000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1757136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1757146.000000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1757146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1757157.625000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1757158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1757168.500000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1757168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1757180.375000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1757180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1757186.000000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1757186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1757196.000000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1757196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1757204.250000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1757204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1757214.625000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1757215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1757229.000000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1757229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1757232.625000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1757233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1757241.375000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1757241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1757249.500000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1757250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1757253.875000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1757254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1757263.500000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1757264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1757276.750000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1757277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1757282.625000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1757283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1757291.125000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1757291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1757299.000000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1757299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1757300.500000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1757300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1757305.625000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1757306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1757310.250000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1757310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1757315.625000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1757316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1757326.125000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1757326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1757336.000000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1757336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1757345.250000 Penalty: 4654.025879
	Iteration 43Q: 3 clusters Score -1757345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1757347.125000 Penalty: 4654.025879
	Iteration 44Q: 3 clusters Score -1757347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1757356.500000 Penalty: 4654.025879
	Iteration 45Q: 3 clusters Score -1757356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1757368.625000 Penalty: 4654.025879
	Iteration 46Q: 3 clusters Score -1757369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1757384.000000 Penalty: 4654.025879
	Iteration 47Q: 3 clusters Score -1757384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1757397.250000 Penalty: 4654.025879
	Iteration 48Q: 3 clusters Score -1757397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1757421.250000 Penalty: 4654.025879
	Iteration 49Q: 3 clusters Score -1757421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1757437.875000 Penalty: 4654.025879
	Iteration 50Q: 3 clusters Score -1757438 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1757464.000000 Penalty: 4654.025879
	Iteration 51Q: 3 clusters Score -1757464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1757492.875000 Penalty: 4654.025879
	Iteration 52Q: 3 clusters Score -1757493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1757519.375000 Penalty: 4654.025879
	Iteration 53Q: 3 clusters Score -1757519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1757554.125000 Penalty: 4654.025879
	Iteration 54Q: 3 clusters Score -1757554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1757589.125000 Penalty: 4654.025879
	Iteration 55Q: 3 clusters Score -1757589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1757614.750000 Penalty: 4654.025879
	Iteration 56Q: 3 clusters Score -1757615 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1757646.625000 Penalty: 4654.025879
	Iteration 57Q: 3 clusters Score -1757647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1757684.750000 Penalty: 4654.025879
	Iteration 58Q: 3 clusters Score -1757685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1757726.250000 Penalty: 4654.025879
	Iteration 59Q: 3 clusters Score -1757726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1757760.500000 Penalty: 4654.025879
	Iteration 60F: 3 clusters Score -1757760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1757801.750000 Penalty: 4654.025879
	Iteration 61Q: 3 clusters Score -1757802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1757847.625000 Penalty: 4654.025879
	Iteration 62Q: 3 clusters Score -1757848 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1757898.750000 Penalty: 4654.025879
	Iteration 63Q: 3 clusters Score -1757899 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1757972.750000 Penalty: 4654.025879
	Iteration 64Q: 3 clusters Score -1757973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1758019.250000 Penalty: 4654.025879
	Iteration 65Q: 3 clusters Score -1758019 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1758058.875000 Penalty: 4654.025879
	Iteration 66Q: 3 clusters Score -1758059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1758095.250000 Penalty: 4654.025879
	Iteration 67Q: 3 clusters Score -1758095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1758135.000000 Penalty: 4654.025879
	Iteration 68Q: 3 clusters Score -1758135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1758172.625000 Penalty: 4654.025879
	Iteration 69Q: 3 clusters Score -1758173 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1758199.000000 Penalty: 4654.025879
	Iteration 70Q: 3 clusters Score -1758199 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1758231.500000 Penalty: 4654.025879
	Iteration 71Q: 3 clusters Score -1758232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1758265.500000 Penalty: 4654.025879
	Iteration 72Q: 3 clusters Score -1758266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1758298.625000 Penalty: 4654.025879
	Iteration 73Q: 3 clusters Score -1758299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1758314.500000 Penalty: 4654.025879
	Iteration 74Q: 3 clusters Score -1758314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1758334.125000 Penalty: 4654.025879
	Iteration 75Q: 3 clusters Score -1758334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1758356.375000 Penalty: 4654.025879
	Iteration 76Q: 3 clusters Score -1758356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1758370.375000 Penalty: 4654.025879
	Iteration 77Q: 3 clusters Score -1758370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1758394.625000 Penalty: 4654.025879
	Iteration 78Q: 3 clusters Score -1758395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1758415.875000 Penalty: 4654.025879
	Iteration 79Q: 3 clusters Score -1758416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1758436.125000 Penalty: 4654.025879
	Iteration 80F: 3 clusters Score -1758436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1758456.500000 Penalty: 4654.025879
	Iteration 81Q: 3 clusters Score -1758456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1758479.250000 Penalty: 4654.025879
	Iteration 82Q: 3 clusters Score -1758479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1758492.000000 Penalty: 4654.025879
	Iteration 83Q: 3 clusters Score -1758492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1758504.125000 Penalty: 4654.025879
	Iteration 84Q: 3 clusters Score -1758504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1758507.125000 Penalty: 4654.025879
	Iteration 85Q: 3 clusters Score -1758507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1758511.750000 Penalty: 4654.025879
	Iteration 86Q: 3 clusters Score -1758512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1758521.250000 Penalty: 4654.025879
	Iteration 87Q: 3 clusters Score -1758521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1758526.750000 Penalty: 4654.025879
	Iteration 88Q: 3 clusters Score -1758527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1758528.875000 Penalty: 4654.025879
	Iteration 89Q: 3 clusters Score -1758529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1758532.125000 Penalty: 4654.025879
	Iteration 90Q: 3 clusters Score -1758532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1758534.750000 Penalty: 4654.025879
	Iteration 91Q: 3 clusters Score -1758535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1758540.250000 Penalty: 4654.025879
	Iteration 92Q: 3 clusters Score -1758540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1758546.125000 Penalty: 4654.025879
	Iteration 93Q: 3 clusters Score -1758546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1758550.500000 Penalty: 4654.025879
	Iteration 94Q: 3 clusters Score -1758550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1758552.000000 Penalty: 4654.025879
	Iteration 95Q: 3 clusters Score -1758552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1758552.000000 Penalty: 4654.025879
	Iteration 96Q: 3 clusters Score -1758552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1758554.500000 Penalty: 4654.025879
	Iteration 97Q: 3 clusters Score -1758554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1758560.000000 Penalty: 4654.025879
	Iteration 98Q: 3 clusters Score -1758560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1758561.000000 Penalty: 4654.025879
	Iteration 99Q: 3 clusters Score -1758561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1758564.375000 Penalty: 4654.025879
	Iteration 100F: 3 clusters Score -1758564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1758570.000000 Penalty: 4654.025879
	Iteration 101Q: 3 clusters Score -1758570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1758575.000000 Penalty: 4654.025879
	Iteration 102Q: 3 clusters Score -1758575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1758578.000000 Penalty: 4654.025879
	Iteration 103Q: 3 clusters Score -1758578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1758580.125000 Penalty: 4654.025879
	Iteration 104Q: 3 clusters Score -1758580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1758584.750000 Penalty: 4654.025879
	Iteration 105Q: 3 clusters Score -1758585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1758585.375000 Penalty: 4654.025879
	Iteration 106Q: 3 clusters Score -1758585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1758588.000000 Penalty: 4654.025879
	Iteration 107Q: 3 clusters Score -1758588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1758588.875000 Penalty: 4654.025879
	Iteration 108Q: 3 clusters Score -1758589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1758589.625000 Penalty: 4654.025879
	Iteration 109Q: 3 clusters Score -1758590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1758593.500000 Penalty: 4654.025879
	Iteration 110Q: 3 clusters Score -1758594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1758597.750000 Penalty: 4654.025879
	Iteration 111Q: 3 clusters Score -1758598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1758600.125000 Penalty: 4654.025879
	Iteration 112Q: 3 clusters Score -1758600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1758604.000000 Penalty: 4654.025879
	Iteration 113Q: 3 clusters Score -1758604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1758604.750000 Penalty: 4654.025879
	Iteration 114Q: 3 clusters Score -1758605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1758607.500000 Penalty: 4654.025879
	Iteration 115Q: 3 clusters Score -1758608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1758609.875000 Penalty: 4654.025879
	Iteration 116Q: 3 clusters Score -1758610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1758611.625000 Penalty: 4654.025879
	Iteration 117Q: 3 clusters Score -1758612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1758612.125000 Penalty: 4654.025879
	Iteration 118Q: 3 clusters Score -1758612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1758612.250000 Penalty: 4654.025879
	Iteration 119Q: 3 clusters Score -1758612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1758614.750000 Penalty: 4654.025879
	Iteration 120F: 3 clusters Score -1758615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1758615.250000 Penalty: 4654.025879
	Iteration 121Q: 3 clusters Score -1758615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1758619.000000 Penalty: 4654.025879
	Iteration 122Q: 3 clusters Score -1758619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1758623.625000 Penalty: 4654.025879
	Iteration 123Q: 3 clusters Score -1758624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1758626.875000 Penalty: 4654.025879
	Iteration 124Q: 3 clusters Score -1758627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1758625.000000 Penalty: 4654.025879
	Iteration 125Q: 3 clusters Score -1758625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1758629.500000 Penalty: 4654.025879
	Iteration 126Q: 3 clusters Score -1758630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1758632.500000 Penalty: 4654.025879
	Iteration 127Q: 3 clusters Score -1758632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1758642.625000 Penalty: 4654.025879
	Iteration 128Q: 3 clusters Score -1758643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1758646.875000 Penalty: 4654.025879
	Iteration 129Q: 3 clusters Score -1758647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1758649.250000 Penalty: 4654.025879
	Iteration 130Q: 3 clusters Score -1758649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1758652.000000 Penalty: 4654.025879
	Iteration 131Q: 3 clusters Score -1758652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1758654.500000 Penalty: 4654.025879
	Iteration 132Q: 3 clusters Score -1758654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1758652.375000 Penalty: 4654.025879
	Iteration 133Q: 3 clusters Score -1758652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1758651.375000 Penalty: 4654.025879
	Iteration 134Q: 3 clusters Score -1758651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1758652.000000 Penalty: 4654.025879
	Iteration 135Q: 3 clusters Score -1758652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1758652.000000 Penalty: 4654.025879
	Iteration 136F: 3 clusters Score -1758652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -369865.593750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -369865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -366766.343750 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -366766.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -367463.562500 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -367463.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -367753.031250 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -367753 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -367997.500000 Penalty: 3930.878174
	Iteration 3F: 3 clusters Score -367997.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -368226.156250 Penalty: 3930.878174
	Iteration 4F: 3 clusters Score -368226.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -368393.718750 Penalty: 3930.878174
	Iteration 5F: 3 clusters Score -368393.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -368524.750000 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -368524.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -368629.875000 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -368629.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -368709.375000 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -368709.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -368780.062500 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -368780.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -368856.656250 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -368856.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -368934.781250 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -368934.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -369010.531250 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -369010.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369090.812500 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -369090.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -369166.593750 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -369166.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -369226.906250 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -369226.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -369270.000000 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -369270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -369296.718750 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -369296.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -369324.906250 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -369324.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -369343.937500 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -369343.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -369362.343750 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -369362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -369377.781250 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -369377.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -369392.187500 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -369392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -369402.187500 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -369402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -369410.625000 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -369410.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -369418.906250 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -369418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -369422.062500 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -369422.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -369423.968750 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -369424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -369430.218750 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -369430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -369441.906250 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -369441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -369448.781250 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -369448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -369456.875000 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -369456.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -369471.406250 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -369471.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -369482.562500 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -369482.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -369491.031250 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -369491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369496.281250 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -369496.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -369502.500000 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -369502.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369506.562500 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -369506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369510.656250 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -369510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369511.281250 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -369511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -369512.437500 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -369512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -369513.406250 Penalty: 3930.878174
	Iteration 41Q: 3 clusters Score -369513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -369513.781250 Penalty: 3930.878174
	Iteration 42Q: 3 clusters Score -369513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -369514.593750 Penalty: 3930.878174
	Iteration 43Q: 3 clusters Score -369514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -369515.250000 Penalty: 3930.878174
	Iteration 44Q: 3 clusters Score -369515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -369515.187500 Penalty: 3930.878174
	Iteration 45Q: 3 clusters Score -369515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -369515.406250 Penalty: 3930.878174
	Iteration 46Q: 3 clusters Score -369515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -369515.406250 Penalty: 3930.878174
	Iteration 47F: 3 clusters Score -369515.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Entering Unmasked Estep 
Score: -4379400.500000 Penalty: 2554.578369
	Iteration 0F: 2 clusters Score -4379400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4358961.500000 Penalty: 5109.156738
	Iteration 0F: 3 clusters Score -4358962 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4366515.000000 Penalty: 5109.156738
	Iteration 1F: 3 clusters Score -4366515 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -4367463.500000 Penalty: 5109.156738
	Iteration 2F: 3 clusters Score -4367464 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4368565.000000 Penalty: 5109.156738
	Iteration 3F: 3 clusters Score -4368565 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4369892.500000 Penalty: 5109.156738
	Iteration 4F: 3 clusters Score -4369892 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4371234.000000 Penalty: 5109.156738
	Iteration 5F: 3 clusters Score -4371234 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -4372305.500000 Penalty: 5109.156738
	Iteration 6F: 3 clusters Score -4372306 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4373129.500000 Penalty: 5109.156738
	Iteration 7F: 3 clusters Score -4373130 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4373774.500000 Penalty: 5109.156738
	Iteration 8Q: 3 clusters Score -4373774 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -4374294.000000 Penalty: 5109.156738
	Iteration 9Q: 3 clusters Score -4374294 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -4374781.000000 Penalty: 5109.156738
	Iteration 10Q: 3 clusters Score -4374781 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -4375210.000000 Penalty: 5109.156738
	Iteration 11Q: 3 clusters Score -4375210 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -4375562.500000 Penalty: 5109.156738
	Iteration 12Q: 3 clusters Score -4375562 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -4375911.500000 Penalty: 5109.156738
	Iteration 13Q: 3 clusters Score -4375912 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4376210.500000 Penalty: 5109.156738
	Iteration 14Q: 3 clusters Score -4376210 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -4376456.000000 Penalty: 5109.156738
	Iteration 15Q: 3 clusters Score -4376456 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4376676.500000 Penalty: 5109.156738
	Iteration 16Q: 3 clusters Score -4376676 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4376823.500000 Penalty: 5109.156738
	Iteration 17Q: 3 clusters Score -4376824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4376949.500000 Penalty: 5109.156738
	Iteration 18Q: 3 clusters Score -4376950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4377048.000000 Penalty: 5109.156738
	Iteration 19Q: 3 clusters Score -4377048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -4377137.500000 Penalty: 5109.156738
	Iteration 20F: 3 clusters Score -4377138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4377191.000000 Penalty: 5109.156738
	Iteration 21Q: 3 clusters Score -4377191 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4377231.500000 Penalty: 5109.156738
	Iteration 22Q: 3 clusters Score -4377232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4377252.500000 Penalty: 5109.156738
	Iteration 23Q: 3 clusters Score -4377252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -4377273.000000 Penalty: 5109.156738
	Iteration 24Q: 3 clusters Score -4377273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4377289.500000 Penalty: 5109.156738
	Iteration 25Q: 3 clusters Score -4377290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4377293.000000 Penalty: 5109.156738
	Iteration 26Q: 3 clusters Score -4377293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4377299.500000 Penalty: 5109.156738
	Iteration 27Q: 3 clusters Score -4377300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -4377306.000000 Penalty: 5109.156738
	Iteration 28Q: 3 clusters Score -4377306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4377312.500000 Penalty: 5109.156738
	Iteration 29Q: 3 clusters Score -4377312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4377321.500000 Penalty: 5109.156738
	Iteration 30Q: 3 clusters Score -4377322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4377318.500000 Penalty: 5109.156738
	Iteration 31Q: 3 clusters Score -4377318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4377328.000000 Penalty: 5109.156738
	Iteration 32Q: 3 clusters Score -4377328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4377332.500000 Penalty: 5109.156738
	Iteration 33Q: 3 clusters Score -4377332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4377336.000000 Penalty: 5109.156738
	Iteration 34Q: 3 clusters Score -4377336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4377342.000000 Penalty: 5109.156738
	Iteration 35Q: 3 clusters Score -4377342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4377335.500000 Penalty: 5109.156738
	Iteration 36Q: 3 clusters Score -4377336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -4377341.500000 Penalty: 5109.156738
	Iteration 37Q: 3 clusters Score -4377342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4377345.000000 Penalty: 5109.156738
	Iteration 38Q: 3 clusters Score -4377345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4377343.500000 Penalty: 5109.156738
	Iteration 39Q: 3 clusters Score -4377344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4377344.000000 Penalty: 5109.156738
	Iteration 40F: 3 clusters Score -4377344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4377340.000000 Penalty: 5109.156738
	Iteration 41Q: 3 clusters Score -4377340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4377343.500000 Penalty: 5109.156738
	Iteration 42Q: 3 clusters Score -4377344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4377343.500000 Penalty: 5109.156738
	Iteration 43F: 3 clusters Score -4377344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -1014746.187500 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -1014746 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 3690 members 
Entering Unmasked Estep 
Score: -1008676.625000 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -1008677 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1010487.312500 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -1010487 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1011085.875000 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -1011086 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1011799.812500 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -1011800 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1012608.625000 Penalty: 4420.186035
	Iteration 4F: 3 clusters Score -1012609 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1013265.562500 Penalty: 4420.186035
	Iteration 5F: 3 clusters Score -1013266 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1013771.375000 Penalty: 4420.186035
	Iteration 6F: 3 clusters Score -1013771 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1014044.937500 Penalty: 4420.186035
	Iteration 7Q: 3 clusters Score -1014045 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1014208.687500 Penalty: 4420.186035
	Iteration 8Q: 3 clusters Score -1014209 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1014350.312500 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -1014350 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1014529.437500 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -1014529 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1014753.437500 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -1014753 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1014858.562500 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -1014859 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1014902.250000 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -1014902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1014925.937500 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -1014926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1014948.750000 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -1014949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1014963.937500 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -1014964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1014983.937500 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -1014984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1014995.125000 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -1014995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1015001.062500 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -1015001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1015010.437500 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -1015010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1015019.625000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -1015020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1015025.250000 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -1015025 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1015032.625000 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -1015033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1015037.250000 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -1015037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1015038.625000 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -1015039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1015042.562500 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -1015043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1015043.562500 Penalty: 4420.186035
	Iteration 27Q: 3 clusters Score -1015044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1015044.625000 Penalty: 4420.186035
	Iteration 28Q: 3 clusters Score -1015045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1015046.375000 Penalty: 4420.186035
	Iteration 29Q: 3 clusters Score -1015046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1015045.062500 Penalty: 4420.186035
	Iteration 30Q: 3 clusters Score -1015045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1015045.750000 Penalty: 4420.186035
	Iteration 31Q: 3 clusters Score -1015046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1015044.875000 Penalty: 4420.186035
	Iteration 32Q: 3 clusters Score -1015045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1015044.875000 Penalty: 4420.186035
	Iteration 33F: 3 clusters Score -1015045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Entering Unmasked Estep 
Score: -115001408.000000 Penalty: 128129.093750
Splitting cluster 20 changes total score from -114996872.000000 to -115001408.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (48225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Entering Unmasked Estep 
Score: -7158885.000000 Penalty: 2674.341064
	Iteration 0F: 2 clusters Score -7158885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7126489.000000 Penalty: 5348.682129
	Iteration 0F: 3 clusters Score -7126489 nChanged 22398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7139383.500000 Penalty: 5348.682129
	Iteration 1F: 3 clusters Score -7139384 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7140489.000000 Penalty: 5348.682129
	Iteration 2Q: 3 clusters Score -7140489 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -7142114.500000 Penalty: 5348.682129
	Iteration 3F: 3 clusters Score -7142114 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -7144613.500000 Penalty: 5348.682129
	Iteration 4F: 3 clusters Score -7144614 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -7148189.500000 Penalty: 5348.682129
	Iteration 5F: 3 clusters Score -7148190 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -7151915.500000 Penalty: 5348.682129
	Iteration 6F: 3 clusters Score -7151916 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -7154540.000000 Penalty: 5348.682129
	Iteration 7F: 3 clusters Score -7154540 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -7156207.500000 Penalty: 5348.682129
	Iteration 8F: 3 clusters Score -7156208 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -7157662.000000 Penalty: 5348.682129
	Iteration 9Q: 3 clusters Score -7157662 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7159000.500000 Penalty: 5348.682129
	Iteration 10Q: 3 clusters Score -7159000 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7160126.000000 Penalty: 5348.682129
	Iteration 11Q: 3 clusters Score -7160126 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7161006.500000 Penalty: 5348.682129
	Iteration 12Q: 3 clusters Score -7161006 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -7161560.500000 Penalty: 5348.682129
	Iteration 13Q: 3 clusters Score -7161560 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -7161809.500000 Penalty: 5348.682129
	Iteration 14Q: 3 clusters Score -7161810 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -7161886.500000 Penalty: 5348.682129
	Iteration 15Q: 3 clusters Score -7161886 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7161984.500000 Penalty: 5348.682129
	Iteration 16Q: 3 clusters Score -7161984 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -7161988.000000 Penalty: 5348.682129
	Iteration 17Q: 3 clusters Score -7161988 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -7162024.000000 Penalty: 5348.682129
	Iteration 18Q: 3 clusters Score -7162024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -7162063.500000 Penalty: 5348.682129
	Iteration 19Q: 3 clusters Score -7162064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -7162080.000000 Penalty: 5348.682129
	Iteration 20F: 3 clusters Score -7162080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7162079.000000 Penalty: 5348.682129
	Iteration 21Q: 3 clusters Score -7162079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7162061.500000 Penalty: 5348.682129
	Iteration 22Q: 3 clusters Score -7162062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7162071.500000 Penalty: 5348.682129
	Iteration 23Q: 3 clusters Score -7162072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7162068.000000 Penalty: 5348.682129
	Iteration 24Q: 3 clusters Score -7162068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -7162053.500000 Penalty: 5348.682129
	Iteration 25Q: 3 clusters Score -7162054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -7162080.000000 Penalty: 5348.682129
	Iteration 26Q: 3 clusters Score -7162080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -7162094.000000 Penalty: 5348.682129
	Iteration 27Q: 3 clusters Score -7162094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7162088.500000 Penalty: 5348.682129
	Iteration 28Q: 3 clusters Score -7162088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7162083.500000 Penalty: 5348.682129
	Iteration 29Q: 3 clusters Score -7162084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7162079.000000 Penalty: 5348.682129
	Iteration 30Q: 3 clusters Score -7162079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7162078.500000 Penalty: 5348.682129
	Iteration 31Q: 3 clusters Score -7162078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7162087.500000 Penalty: 5348.682129
	Iteration 32Q: 3 clusters Score -7162088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7162074.000000 Penalty: 5348.682129
	Iteration 33Q: 3 clusters Score -7162074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -7162074.500000 Penalty: 5348.682129
	Iteration 34Q: 3 clusters Score -7162074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7162086.000000 Penalty: 5348.682129
	Iteration 35Q: 3 clusters Score -7162086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7162076.000000 Penalty: 5348.682129
	Iteration 36Q: 3 clusters Score -7162076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7162073.500000 Penalty: 5348.682129
	Iteration 37Q: 3 clusters Score -7162074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -7162079.500000 Penalty: 5348.682129
	Iteration 38Q: 3 clusters Score -7162080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7162080.000000 Penalty: 5348.682129
	Iteration 39Q: 3 clusters Score -7162080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7162079.500000 Penalty: 5348.682129
	Iteration 40F: 3 clusters Score -7162080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7162079.000000 Penalty: 5348.682129
	Iteration 41Q: 3 clusters Score -7162079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -7162083.000000 Penalty: 5348.682129
	Iteration 42Q: 3 clusters Score -7162083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -7162083.500000 Penalty: 5348.682129
	Iteration 43Q: 3 clusters Score -7162084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7162081.500000 Penalty: 5348.682129
	Iteration 44Q: 3 clusters Score -7162082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7162072.000000 Penalty: 5348.682129
	Iteration 45Q: 3 clusters Score -7162072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7162081.500000 Penalty: 5348.682129
	Iteration 46Q: 3 clusters Score -7162082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -7162085.000000 Penalty: 5348.682129
	Iteration 47Q: 3 clusters Score -7162085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7162092.000000 Penalty: 5348.682129
	Iteration 48Q: 3 clusters Score -7162092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -7162092.500000 Penalty: 5348.682129
	Iteration 49Q: 3 clusters Score -7162092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -7162089.500000 Penalty: 5348.682129
	Iteration 50Q: 3 clusters Score -7162090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -7162089.000000 Penalty: 5348.682129
	Iteration 51Q: 3 clusters Score -7162089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7162092.500000 Penalty: 5348.682129
	Iteration 52Q: 3 clusters Score -7162092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7162088.000000 Penalty: 5348.682129
	Iteration 53Q: 3 clusters Score -7162088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -7162083.000000 Penalty: 5348.682129
	Iteration 54Q: 3 clusters Score -7162083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7162099.500000 Penalty: 5348.682129
	Iteration 55Q: 3 clusters Score -7162100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -7162097.500000 Penalty: 5348.682129
	Iteration 56Q: 3 clusters Score -7162098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -7162098.500000 Penalty: 5348.682129
	Iteration 57Q: 3 clusters Score -7162098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7162097.500000 Penalty: 5348.682129
	Iteration 58Q: 3 clusters Score -7162098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7162099.000000 Penalty: 5348.682129
	Iteration 59Q: 3 clusters Score -7162099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7162102.500000 Penalty: 5348.682129
	Iteration 60F: 3 clusters Score -7162102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7162101.500000 Penalty: 5348.682129
	Iteration 61Q: 3 clusters Score -7162102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -7162104.000000 Penalty: 5348.682129
	Iteration 62Q: 3 clusters Score -7162104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -7162104.000000 Penalty: 5348.682129
	Iteration 63F: 3 clusters Score -7162104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Entering Unmasked Estep 
Score: -115003936.000000 Penalty: 131500.921875
Splitting cluster 21 changes total score from -114996872.000000 to -115003936.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (46665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Entering Unmasked Estep 
Score: -6963829.500000 Penalty: 2666.185791
	Iteration 0F: 2 clusters Score -6963830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -6932315.500000 Penalty: 5332.371582
	Iteration 0F: 3 clusters Score -6932316 nChanged 21552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6945000.000000 Penalty: 5332.371582
	Iteration 1F: 3 clusters Score -6945000 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6946642.500000 Penalty: 5332.371582
	Iteration 2F: 3 clusters Score -6946642 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -6948835.000000 Penalty: 5332.371582
	Iteration 3F: 3 clusters Score -6948835 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -6950970.000000 Penalty: 5332.371582
	Iteration 4F: 3 clusters Score -6950970 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -6952932.500000 Penalty: 5332.371582
	Iteration 5F: 3 clusters Score -6952932 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -6954555.500000 Penalty: 5332.371582
	Iteration 6F: 3 clusters Score -6954556 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -6955942.000000 Penalty: 5332.371582
	Iteration 7F: 3 clusters Score -6955942 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -6957202.000000 Penalty: 5332.371582
	Iteration 8Q: 3 clusters Score -6957202 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -6958178.500000 Penalty: 5332.371582
	Iteration 9Q: 3 clusters Score -6958178 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -6958872.000000 Penalty: 5332.371582
	Iteration 10Q: 3 clusters Score -6958872 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -6959311.000000 Penalty: 5332.371582
	Iteration 11Q: 3 clusters Score -6959311 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6959659.500000 Penalty: 5332.371582
	Iteration 12Q: 3 clusters Score -6959660 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -6959881.000000 Penalty: 5332.371582
	Iteration 13Q: 3 clusters Score -6959881 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -6960070.500000 Penalty: 5332.371582
	Iteration 14Q: 3 clusters Score -6960070 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -6960222.500000 Penalty: 5332.371582
	Iteration 15Q: 3 clusters Score -6960222 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -6960358.500000 Penalty: 5332.371582
	Iteration 16Q: 3 clusters Score -6960358 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -6960496.000000 Penalty: 5332.371582
	Iteration 17Q: 3 clusters Score -6960496 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6960614.500000 Penalty: 5332.371582
	Iteration 18Q: 3 clusters Score -6960614 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -6960749.500000 Penalty: 5332.371582
	Iteration 19Q: 3 clusters Score -6960750 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -6960820.500000 Penalty: 5332.371582
	Iteration 20F: 3 clusters Score -6960820 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -6960891.000000 Penalty: 5332.371582
	Iteration 21Q: 3 clusters Score -6960891 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -6960962.500000 Penalty: 5332.371582
	Iteration 22Q: 3 clusters Score -6960962 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -6961061.500000 Penalty: 5332.371582
	Iteration 23Q: 3 clusters Score -6961062 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -6961173.500000 Penalty: 5332.371582
	Iteration 24Q: 3 clusters Score -6961174 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6961261.000000 Penalty: 5332.371582
	Iteration 25Q: 3 clusters Score -6961261 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -6961386.000000 Penalty: 5332.371582
	Iteration 26Q: 3 clusters Score -6961386 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -6961473.500000 Penalty: 5332.371582
	Iteration 27Q: 3 clusters Score -6961474 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -6961523.000000 Penalty: 5332.371582
	Iteration 28Q: 3 clusters Score -6961523 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -6961563.000000 Penalty: 5332.371582
	Iteration 29Q: 3 clusters Score -6961563 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -6961646.000000 Penalty: 5332.371582
	Iteration 30Q: 3 clusters Score -6961646 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6961720.500000 Penalty: 5332.371582
	Iteration 31Q: 3 clusters Score -6961720 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -6961767.000000 Penalty: 5332.371582
	Iteration 32Q: 3 clusters Score -6961767 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -6961824.500000 Penalty: 5332.371582
	Iteration 33Q: 3 clusters Score -6961824 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -6961903.000000 Penalty: 5332.371582
	Iteration 34Q: 3 clusters Score -6961903 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -6961958.000000 Penalty: 5332.371582
	Iteration 35Q: 3 clusters Score -6961958 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -6962033.000000 Penalty: 5332.371582
	Iteration 36Q: 3 clusters Score -6962033 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -6962087.000000 Penalty: 5332.371582
	Iteration 37Q: 3 clusters Score -6962087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -6962141.000000 Penalty: 5332.371582
	Iteration 38Q: 3 clusters Score -6962141 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -6962154.500000 Penalty: 5332.371582
	Iteration 39Q: 3 clusters Score -6962154 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -6962183.000000 Penalty: 5332.371582
	Iteration 40F: 3 clusters Score -6962183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -6962237.500000 Penalty: 5332.371582
	Iteration 41Q: 3 clusters Score -6962238 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -6962263.500000 Penalty: 5332.371582
	Iteration 42Q: 3 clusters Score -6962264 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -6962301.000000 Penalty: 5332.371582
	Iteration 43Q: 3 clusters Score -6962301 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -6962342.500000 Penalty: 5332.371582
	Iteration 44Q: 3 clusters Score -6962342 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -6962380.500000 Penalty: 5332.371582
	Iteration 45Q: 3 clusters Score -6962380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6962393.500000 Penalty: 5332.371582
	Iteration 46Q: 3 clusters Score -6962394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6962407.000000 Penalty: 5332.371582
	Iteration 47Q: 3 clusters Score -6962407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -6962415.000000 Penalty: 5332.371582
	Iteration 48Q: 3 clusters Score -6962415 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -6962439.000000 Penalty: 5332.371582
	Iteration 49Q: 3 clusters Score -6962439 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6962460.500000 Penalty: 5332.371582
	Iteration 50Q: 3 clusters Score -6962460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -6962481.000000 Penalty: 5332.371582
	Iteration 51Q: 3 clusters Score -6962481 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -6962495.500000 Penalty: 5332.371582
	Iteration 52Q: 3 clusters Score -6962496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -6962492.000000 Penalty: 5332.371582
	Iteration 53Q: 3 clusters Score -6962492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6962496.500000 Penalty: 5332.371582
	Iteration 54Q: 3 clusters Score -6962496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -6962515.000000 Penalty: 5332.371582
	Iteration 55Q: 3 clusters Score -6962515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -6962538.000000 Penalty: 5332.371582
	Iteration 56Q: 3 clusters Score -6962538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -6962549.500000 Penalty: 5332.371582
	Iteration 57Q: 3 clusters Score -6962550 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -6962566.500000 Penalty: 5332.371582
	Iteration 58Q: 3 clusters Score -6962566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -6962585.000000 Penalty: 5332.371582
	Iteration 59Q: 3 clusters Score -6962585 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -6962610.500000 Penalty: 5332.371582
	Iteration 60F: 3 clusters Score -6962610 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -6962631.500000 Penalty: 5332.371582
	Iteration 61Q: 3 clusters Score -6962632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6962642.500000 Penalty: 5332.371582
	Iteration 62Q: 3 clusters Score -6962642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -6962627.000000 Penalty: 5332.371582
	Iteration 63Q: 3 clusters Score -6962627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -6962637.500000 Penalty: 5332.371582
	Iteration 64Q: 3 clusters Score -6962638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -6962649.000000 Penalty: 5332.371582
	Iteration 65Q: 3 clusters Score -6962649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -6962663.500000 Penalty: 5332.371582
	Iteration 66Q: 3 clusters Score -6962664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -6962658.500000 Penalty: 5332.371582
	Iteration 67Q: 3 clusters Score -6962658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -6962689.000000 Penalty: 5332.371582
	Iteration 68Q: 3 clusters Score -6962689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -6962714.000000 Penalty: 5332.371582
	Iteration 69Q: 3 clusters Score -6962714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -6962718.000000 Penalty: 5332.371582
	Iteration 70Q: 3 clusters Score -6962718 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -6962703.000000 Penalty: 5332.371582
	Iteration 71Q: 3 clusters Score -6962703 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -6962709.500000 Penalty: 5332.371582
	Iteration 72Q: 3 clusters Score -6962710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -6962737.000000 Penalty: 5332.371582
	Iteration 73Q: 3 clusters Score -6962737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6962744.000000 Penalty: 5332.371582
	Iteration 74Q: 3 clusters Score -6962744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -6962755.500000 Penalty: 5332.371582
	Iteration 75Q: 3 clusters Score -6962756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6962772.000000 Penalty: 5332.371582
	Iteration 76Q: 3 clusters Score -6962772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -6962767.000000 Penalty: 5332.371582
	Iteration 77Q: 3 clusters Score -6962767 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6962807.000000 Penalty: 5332.371582
	Iteration 78Q: 3 clusters Score -6962807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6962832.000000 Penalty: 5332.371582
	Iteration 79Q: 3 clusters Score -6962832 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -6962840.500000 Penalty: 5332.371582
	Iteration 80F: 3 clusters Score -6962840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -6962866.500000 Penalty: 5332.371582
	Iteration 81Q: 3 clusters Score -6962866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -6962880.500000 Penalty: 5332.371582
	Iteration 82Q: 3 clusters Score -6962880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -6962892.000000 Penalty: 5332.371582
	Iteration 83Q: 3 clusters Score -6962892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -6962914.500000 Penalty: 5332.371582
	Iteration 84Q: 3 clusters Score -6962914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -6962924.500000 Penalty: 5332.371582
	Iteration 85Q: 3 clusters Score -6962924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -6962953.500000 Penalty: 5332.371582
	Iteration 86Q: 3 clusters Score -6962954 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -6962997.500000 Penalty: 5332.371582
	Iteration 87Q: 3 clusters Score -6962998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -6963079.500000 Penalty: 5332.371582
	Iteration 88Q: 3 clusters Score -6963080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -6963177.500000 Penalty: 5332.371582
	Iteration 89Q: 3 clusters Score -6963178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -6963266.500000 Penalty: 5332.371582
	Iteration 90Q: 3 clusters Score -6963266 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -6963373.500000 Penalty: 5332.371582
	Iteration 91Q: 3 clusters Score -6963374 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -6963488.500000 Penalty: 5332.371582
	Iteration 92Q: 3 clusters Score -6963488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -6963595.000000 Penalty: 5332.371582
	Iteration 93Q: 3 clusters Score -6963595 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -6963707.000000 Penalty: 5332.371582
	Iteration 94Q: 3 clusters Score -6963707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -6963766.500000 Penalty: 5332.371582
	Iteration 95Q: 3 clusters Score -6963766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -6963820.000000 Penalty: 5332.371582
	Iteration 96Q: 3 clusters Score -6963820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6963874.000000 Penalty: 5332.371582
	Iteration 97Q: 3 clusters Score -6963874 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -6963919.000000 Penalty: 5332.371582
	Iteration 98Q: 3 clusters Score -6963919 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -6963989.000000 Penalty: 5332.371582
	Iteration 99Q: 3 clusters Score -6963989 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -6964042.500000 Penalty: 5332.371582
	Iteration 100F: 3 clusters Score -6964042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -6964070.000000 Penalty: 5332.371582
	Iteration 101Q: 3 clusters Score -6964070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -6964102.500000 Penalty: 5332.371582
	Iteration 102Q: 3 clusters Score -6964102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -6964109.000000 Penalty: 5332.371582
	Iteration 103Q: 3 clusters Score -6964109 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -6964115.500000 Penalty: 5332.371582
	Iteration 104Q: 3 clusters Score -6964116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6964124.000000 Penalty: 5332.371582
	Iteration 105Q: 3 clusters Score -6964124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -6964138.500000 Penalty: 5332.371582
	Iteration 106Q: 3 clusters Score -6964138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6964129.000000 Penalty: 5332.371582
	Iteration 107Q: 3 clusters Score -6964129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -6964122.500000 Penalty: 5332.371582
	Iteration 108Q: 3 clusters Score -6964122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -6964144.500000 Penalty: 5332.371582
	Iteration 109Q: 3 clusters Score -6964144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -6964144.000000 Penalty: 5332.371582
	Iteration 110Q: 3 clusters Score -6964144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -6964154.500000 Penalty: 5332.371582
	Iteration 111Q: 3 clusters Score -6964154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6964147.000000 Penalty: 5332.371582
	Iteration 112Q: 3 clusters Score -6964147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6964142.000000 Penalty: 5332.371582
	Iteration 113Q: 3 clusters Score -6964142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -6964142.500000 Penalty: 5332.371582
	Iteration 114Q: 3 clusters Score -6964142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6964136.000000 Penalty: 5332.371582
	Iteration 115Q: 3 clusters Score -6964136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -6964139.000000 Penalty: 5332.371582
	Iteration 116Q: 3 clusters Score -6964139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6964135.500000 Penalty: 5332.371582
	Iteration 117Q: 3 clusters Score -6964136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -6964140.000000 Penalty: 5332.371582
	Iteration 118Q: 3 clusters Score -6964140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6964139.500000 Penalty: 5332.371582
	Iteration 119Q: 3 clusters Score -6964140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6964139.500000 Penalty: 5332.371582
	Iteration 120F: 3 clusters Score -6964140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 2305 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Mstep: Class 40 contains 5347 members 
Entering Unmasked Estep 
Score: -115003360.000000 Penalty: 134872.734375
Splitting cluster 22 changes total score from -114996872.000000 to -115003360.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 23 (93961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Entering Unmasked Estep 
Score: -14131868.000000 Penalty: 2839.757568
	Iteration 0F: 2 clusters Score -1.413187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -14069184.000000 Penalty: 5679.515137
	Iteration 0F: 3 clusters Score -1.406918e+07 nChanged 44240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -14093854.000000 Penalty: 5679.515137
	Iteration 1F: 3 clusters Score -1.409385e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -14094559.000000 Penalty: 5679.515137
	Iteration 2Q: 3 clusters Score -1.409456e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -14095187.000000 Penalty: 5679.515137
	Iteration 3Q: 3 clusters Score -1.409519e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -14095695.000000 Penalty: 5679.515137
	Iteration 4Q: 3 clusters Score -1.40957e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -14096142.000000 Penalty: 5679.515137
	Iteration 5Q: 3 clusters Score -1.409614e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -14096750.000000 Penalty: 5679.515137
	Iteration 6Q: 3 clusters Score -1.409675e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -14097371.000000 Penalty: 5679.515137
	Iteration 7Q: 3 clusters Score -1.409737e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -14098004.000000 Penalty: 5679.515137
	Iteration 8Q: 3 clusters Score -1.4098e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -14098969.000000 Penalty: 5679.515137
	Iteration 9Q: 3 clusters Score -1.409897e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -14100295.000000 Penalty: 5679.515137
	Iteration 10Q: 3 clusters Score -1.41003e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -14102168.000000 Penalty: 5679.515137
	Iteration 11Q: 3 clusters Score -1.410217e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -14104999.000000 Penalty: 5679.515137
	Iteration 12F: 3 clusters Score -1.4105e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69985 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -14109214.000000 Penalty: 5679.515137
	Iteration 13F: 3 clusters Score -1.410921e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -14114404.000000 Penalty: 5679.515137
	Iteration 14F: 3 clusters Score -1.41144e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82326 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -14119489.000000 Penalty: 5679.515137
	Iteration 15F: 3 clusters Score -1.411949e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -14123618.000000 Penalty: 5679.515137
	Iteration 16F: 3 clusters Score -1.412362e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -14126473.000000 Penalty: 5679.515137
	Iteration 17Q: 3 clusters Score -1.412647e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14127906.000000 Penalty: 5679.515137
	Iteration 18Q: 3 clusters Score -1.412791e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14128627.000000 Penalty: 5679.515137
	Iteration 19Q: 3 clusters Score -1.412863e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14129004.000000 Penalty: 5679.515137
	Iteration 20F: 3 clusters Score -1.4129e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14129209.000000 Penalty: 5679.515137
	Iteration 21Q: 3 clusters Score -1.412921e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14129321.000000 Penalty: 5679.515137
	Iteration 22Q: 3 clusters Score -1.412932e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93534 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -14129369.000000 Penalty: 5679.515137
	Iteration 23Q: 3 clusters Score -1.412937e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14129398.000000 Penalty: 5679.515137
	Iteration 24Q: 3 clusters Score -1.41294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14129396.000000 Penalty: 5679.515137
	Iteration 25Q: 3 clusters Score -1.41294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -14129412.000000 Penalty: 5679.515137
	Iteration 26Q: 3 clusters Score -1.412941e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93575 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14129422.000000 Penalty: 5679.515137
	Iteration 27Q: 3 clusters Score -1.412942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93577 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -14129425.000000 Penalty: 5679.515137
	Iteration 28Q: 3 clusters Score -1.412942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14129447.000000 Penalty: 5679.515137
	Iteration 29Q: 3 clusters Score -1.412945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93586 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14129451.000000 Penalty: 5679.515137
	Iteration 30Q: 3 clusters Score -1.412945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93590 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14129454.000000 Penalty: 5679.515137
	Iteration 31Q: 3 clusters Score -1.412945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -14129456.000000 Penalty: 5679.515137
	Iteration 32Q: 3 clusters Score -1.412946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14129462.000000 Penalty: 5679.515137
	Iteration 33Q: 3 clusters Score -1.412946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14129458.000000 Penalty: 5679.515137
	Iteration 34Q: 3 clusters Score -1.412946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14129457.000000 Penalty: 5679.515137
	Iteration 35Q: 3 clusters Score -1.412946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93601 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -14129467.000000 Penalty: 5679.515137
	Iteration 36Q: 3 clusters Score -1.412947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14129458.000000 Penalty: 5679.515137
	Iteration 37Q: 3 clusters Score -1.412946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14129464.000000 Penalty: 5679.515137
	Iteration 38Q: 3 clusters Score -1.412946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93609 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14129463.000000 Penalty: 5679.515137
	Iteration 39Q: 3 clusters Score -1.412946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14129468.000000 Penalty: 5679.515137
	Iteration 40F: 3 clusters Score -1.412947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14129476.000000 Penalty: 5679.515137
	Iteration 41Q: 3 clusters Score -1.412948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14129467.000000 Penalty: 5679.515137
	Iteration 42Q: 3 clusters Score -1.412947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14129481.000000 Penalty: 5679.515137
	Iteration 43Q: 3 clusters Score -1.412948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14129481.000000 Penalty: 5679.515137
	Iteration 44Q: 3 clusters Score -1.412948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14129481.000000 Penalty: 5679.515137
	Iteration 45F: 3 clusters Score -1.412948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -296875.000000 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -296875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -294170.843750 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -294170.8 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -295110.062500 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -295110.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -295806.937500 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -295806.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -296704.343750 Penalty: 3840.446777
	Iteration 3F: 3 clusters Score -296704.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297550.656250 Penalty: 3840.446777
	Iteration 4F: 3 clusters Score -297550.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -298075.656250 Penalty: 3840.446777
	Iteration 5F: 3 clusters Score -298075.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -298457.875000 Penalty: 3840.446777
	Iteration 6F: 3 clusters Score -298457.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -298751.750000 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -298751.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -298913.062500 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -298913.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -299051.406250 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -299051.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -299181.250000 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -299181.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -299339.250000 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -299339.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -299418.968750 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -299419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -299442.375000 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -299442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -299463.843750 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -299463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -299484.750000 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -299484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -299493.312500 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -299493.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -299508.843750 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -299508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -299513.812500 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -299513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -299516.562500 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -299516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -299520.687500 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -299520.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Mstep: Class 40 contains 5347 members 
Mstep: Class 41 contains 481 members 
Entering Unmasked Estep 
Score: -115004328.000000 Penalty: 138244.546875
Splitting cluster 24 changes total score from -114996872.000000 to -115004328.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 25 (11053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Entering Unmasked Estep 
Score: -1489625.875000 Penalty: 2308.993408
	Iteration 0F: 2 clusters Score -1489626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1481339.000000 Penalty: 4617.986816
	Iteration 0F: 3 clusters Score -1481339 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1484270.875000 Penalty: 4617.986816
	Iteration 1F: 3 clusters Score -1484271 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1485167.250000 Penalty: 4617.986816
	Iteration 2F: 3 clusters Score -1485167 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1486016.375000 Penalty: 4617.986816
	Iteration 3F: 3 clusters Score -1486016 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1486647.500000 Penalty: 4617.986816
	Iteration 4F: 3 clusters Score -1486648 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1487134.875000 Penalty: 4617.986816
	Iteration 5F: 3 clusters Score -1487135 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1487559.500000 Penalty: 4617.986816
	Iteration 6F: 3 clusters Score -1487560 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1487923.250000 Penalty: 4617.986816
	Iteration 7Q: 3 clusters Score -1487923 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1488210.625000 Penalty: 4617.986816
	Iteration 8Q: 3 clusters Score -1488211 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1488421.625000 Penalty: 4617.986816
	Iteration 9Q: 3 clusters Score -1488422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1488613.375000 Penalty: 4617.986816
	Iteration 10Q: 3 clusters Score -1488613 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1488794.875000 Penalty: 4617.986816
	Iteration 11Q: 3 clusters Score -1488795 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1488911.250000 Penalty: 4617.986816
	Iteration 12Q: 3 clusters Score -1488911 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1488995.625000 Penalty: 4617.986816
	Iteration 13Q: 3 clusters Score -1488996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1489047.625000 Penalty: 4617.986816
	Iteration 14Q: 3 clusters Score -1489048 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1489107.375000 Penalty: 4617.986816
	Iteration 15Q: 3 clusters Score -1489107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1489172.500000 Penalty: 4617.986816
	Iteration 16Q: 3 clusters Score -1489172 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1489233.750000 Penalty: 4617.986816
	Iteration 17Q: 3 clusters Score -1489234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1489283.375000 Penalty: 4617.986816
	Iteration 18Q: 3 clusters Score -1489283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1489327.750000 Penalty: 4617.986816
	Iteration 19Q: 3 clusters Score -1489328 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1489373.750000 Penalty: 4617.986816
	Iteration 20F: 3 clusters Score -1489374 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1489416.875000 Penalty: 4617.986816
	Iteration 21Q: 3 clusters Score -1489417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1489458.250000 Penalty: 4617.986816
	Iteration 22Q: 3 clusters Score -1489458 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1489489.750000 Penalty: 4617.986816
	Iteration 23Q: 3 clusters Score -1489490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1489526.500000 Penalty: 4617.986816
	Iteration 24Q: 3 clusters Score -1489526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1489541.250000 Penalty: 4617.986816
	Iteration 25Q: 3 clusters Score -1489541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1489563.250000 Penalty: 4617.986816
	Iteration 26Q: 3 clusters Score -1489563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1489581.375000 Penalty: 4617.986816
	Iteration 27Q: 3 clusters Score -1489581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1489597.625000 Penalty: 4617.986816
	Iteration 28Q: 3 clusters Score -1489598 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1489605.750000 Penalty: 4617.986816
	Iteration 29Q: 3 clusters Score -1489606 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1489616.250000 Penalty: 4617.986816
	Iteration 30Q: 3 clusters Score -1489616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1489625.875000 Penalty: 4617.986816
	Iteration 31Q: 3 clusters Score -1489626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1489645.375000 Penalty: 4617.986816
	Iteration 32Q: 3 clusters Score -1489645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1489665.625000 Penalty: 4617.986816
	Iteration 33Q: 3 clusters Score -1489666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1489678.250000 Penalty: 4617.986816
	Iteration 34Q: 3 clusters Score -1489678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1489690.250000 Penalty: 4617.986816
	Iteration 35Q: 3 clusters Score -1489690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1489697.750000 Penalty: 4617.986816
	Iteration 36Q: 3 clusters Score -1489698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1489710.000000 Penalty: 4617.986816
	Iteration 37Q: 3 clusters Score -1489710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1489719.500000 Penalty: 4617.986816
	Iteration 38Q: 3 clusters Score -1489720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1489734.125000 Penalty: 4617.986816
	Iteration 39Q: 3 clusters Score -1489734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1489745.375000 Penalty: 4617.986816
	Iteration 40F: 3 clusters Score -1489745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1489752.375000 Penalty: 4617.986816
	Iteration 41Q: 3 clusters Score -1489752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1489761.750000 Penalty: 4617.986816
	Iteration 42Q: 3 clusters Score -1489762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1489766.125000 Penalty: 4617.986816
	Iteration 43Q: 3 clusters Score -1489766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1489776.875000 Penalty: 4617.986816
	Iteration 44Q: 3 clusters Score -1489777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1489792.375000 Penalty: 4617.986816
	Iteration 45Q: 3 clusters Score -1489792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1489804.875000 Penalty: 4617.986816
	Iteration 46Q: 3 clusters Score -1489805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1489820.125000 Penalty: 4617.986816
	Iteration 47Q: 3 clusters Score -1489820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1489833.500000 Penalty: 4617.986816
	Iteration 48Q: 3 clusters Score -1489834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1489837.625000 Penalty: 4617.986816
	Iteration 49Q: 3 clusters Score -1489838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1489844.000000 Penalty: 4617.986816
	Iteration 50Q: 3 clusters Score -1489844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1489845.500000 Penalty: 4617.986816
	Iteration 51Q: 3 clusters Score -1489846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1489848.625000 Penalty: 4617.986816
	Iteration 52Q: 3 clusters Score -1489849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1489852.000000 Penalty: 4617.986816
	Iteration 53Q: 3 clusters Score -1489852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1489849.625000 Penalty: 4617.986816
	Iteration 54Q: 3 clusters Score -1489850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1489854.000000 Penalty: 4617.986816
	Iteration 55Q: 3 clusters Score -1489854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1489854.875000 Penalty: 4617.986816
	Iteration 56Q: 3 clusters Score -1489855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1489854.500000 Penalty: 4617.986816
	Iteration 57Q: 3 clusters Score -1489854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1489856.750000 Penalty: 4617.986816
	Iteration 58Q: 3 clusters Score -1489857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1489857.250000 Penalty: 4617.986816
	Iteration 59Q: 3 clusters Score -1489857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1489856.000000 Penalty: 4617.986816
	Iteration 60F: 3 clusters Score -1489856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1489856.500000 Penalty: 4617.986816
	Iteration 61Q: 3 clusters Score -1489856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1489855.375000 Penalty: 4617.986816
	Iteration 62Q: 3 clusters Score -1489855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1489859.500000 Penalty: 4617.986816
	Iteration 63Q: 3 clusters Score -1489860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1489856.125000 Penalty: 4617.986816
	Iteration 64Q: 3 clusters Score -1489856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1489856.625000 Penalty: 4617.986816
	Iteration 65Q: 3 clusters Score -1489857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1489856.625000 Penalty: 4617.986816
	Iteration 66F: 3 clusters Score -1489857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 19994 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Mstep: Class 40 contains 5347 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 6540 members 
Entering Unmasked Estep 
Score: -115003728.000000 Penalty: 141616.375000
Splitting cluster 25 changes total score from -114996872.000000 to -115003728.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 26 (30969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Entering Unmasked Estep 
Score: -4611986.000000 Penalty: 2564.504150
	Iteration 0F: 2 clusters Score -4611986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4590818.500000 Penalty: 5129.008301
	Iteration 0F: 3 clusters Score -4590818 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4598563.500000 Penalty: 5129.008301
	Iteration 1F: 3 clusters Score -4598564 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -4599628.000000 Penalty: 5129.008301
	Iteration 2F: 3 clusters Score -4599628 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -4601025.000000 Penalty: 5129.008301
	Iteration 3F: 3 clusters Score -4601025 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4602737.000000 Penalty: 5129.008301
	Iteration 4F: 3 clusters Score -4602737 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4604429.000000 Penalty: 5129.008301
	Iteration 5F: 3 clusters Score -4604429 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4605839.500000 Penalty: 5129.008301
	Iteration 6F: 3 clusters Score -4605840 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4606959.500000 Penalty: 5129.008301
	Iteration 7F: 3 clusters Score -4606960 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4607994.500000 Penalty: 5129.008301
	Iteration 8Q: 3 clusters Score -4607994 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4608919.000000 Penalty: 5129.008301
	Iteration 9Q: 3 clusters Score -4608919 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4609849.500000 Penalty: 5129.008301
	Iteration 10Q: 3 clusters Score -4609850 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4610667.500000 Penalty: 5129.008301
	Iteration 11Q: 3 clusters Score -4610668 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4611215.500000 Penalty: 5129.008301
	Iteration 12Q: 3 clusters Score -4611216 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4611539.500000 Penalty: 5129.008301
	Iteration 13Q: 3 clusters Score -4611540 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4611734.500000 Penalty: 5129.008301
	Iteration 14Q: 3 clusters Score -4611734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4611836.000000 Penalty: 5129.008301
	Iteration 15Q: 3 clusters Score -4611836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4611863.000000 Penalty: 5129.008301
	Iteration 16Q: 3 clusters Score -4611863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4611868.000000 Penalty: 5129.008301
	Iteration 17Q: 3 clusters Score -4611868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4611881.500000 Penalty: 5129.008301
	Iteration 18Q: 3 clusters Score -4611882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4611881.500000 Penalty: 5129.008301
	Iteration 19Q: 3 clusters Score -4611882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4611888.500000 Penalty: 5129.008301
	Iteration 20F: 3 clusters Score -4611888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4611889.000000 Penalty: 5129.008301
	Iteration 21Q: 3 clusters Score -4611889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4611895.000000 Penalty: 5129.008301
	Iteration 22Q: 3 clusters Score -4611895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4611892.500000 Penalty: 5129.008301
	Iteration 23Q: 3 clusters Score -4611892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4611894.000000 Penalty: 5129.008301
	Iteration 24Q: 3 clusters Score -4611894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4611891.500000 Penalty: 5129.008301
	Iteration 25Q: 3 clusters Score -4611892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4611889.000000 Penalty: 5129.008301
	Iteration 26Q: 3 clusters Score -4611889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4611886.000000 Penalty: 5129.008301
	Iteration 27Q: 3 clusters Score -4611886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4611886.000000 Penalty: 5129.008301
	Iteration 28F: 3 clusters Score -4611886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Entering Unmasked Estep 
Score: -1010554.875000 Penalty: 2196.522705
	Iteration 0F: 2 clusters Score -1010555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1004858.937500 Penalty: 4393.045410
	Iteration 0F: 3 clusters Score -1004859 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1006758.937500 Penalty: 4393.045410
	Iteration 1F: 3 clusters Score -1006759 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1007851.875000 Penalty: 4393.045410
	Iteration 2F: 3 clusters Score -1007852 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1009054.250000 Penalty: 4393.045410
	Iteration 3F: 3 clusters Score -1009054 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1009879.312500 Penalty: 4393.045410
	Iteration 4F: 3 clusters Score -1009879 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1010244.875000 Penalty: 4393.045410
	Iteration 5F: 3 clusters Score -1010245 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1010365.125000 Penalty: 4393.045410
	Iteration 6Q: 3 clusters Score -1010365 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1010422.625000 Penalty: 4393.045410
	Iteration 7Q: 3 clusters Score -1010423 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1010449.062500 Penalty: 4393.045410
	Iteration 8Q: 3 clusters Score -1010449 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1010462.812500 Penalty: 4393.045410
	Iteration 9Q: 3 clusters Score -1010463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1010472.875000 Penalty: 4393.045410
	Iteration 10Q: 3 clusters Score -1010473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1010472.937500 Penalty: 4393.045410
	Iteration 11Q: 3 clusters Score -1010473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1010478.250000 Penalty: 4393.045410
	Iteration 12Q: 3 clusters Score -1010478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1010480.937500 Penalty: 4393.045410
	Iteration 13Q: 3 clusters Score -1010481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1010484.187500 Penalty: 4393.045410
	Iteration 14Q: 3 clusters Score -1010484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1010485.375000 Penalty: 4393.045410
	Iteration 15Q: 3 clusters Score -1010485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1010486.750000 Penalty: 4393.045410
	Iteration 16Q: 3 clusters Score -1010487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1010488.000000 Penalty: 4393.045410
	Iteration 17Q: 3 clusters Score -1010488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1010489.000000 Penalty: 4393.045410
	Iteration 18Q: 3 clusters Score -1010489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1010491.500000 Penalty: 4393.045410
	Iteration 19Q: 3 clusters Score -1010492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1010492.937500 Penalty: 4393.045410
	Iteration 20F: 3 clusters Score -1010493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1010491.437500 Penalty: 4393.045410
	Iteration 21Q: 3 clusters Score -1010491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1010493.000000 Penalty: 4393.045410
	Iteration 22Q: 3 clusters Score -1010493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1010493.000000 Penalty: 4393.045410
	Iteration 23F: 3 clusters Score -1010493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (19994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Entering Unmasked Estep 
Score: -2953868.750000 Penalty: 2455.990479
	Iteration 0F: 2 clusters Score -2953869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2939798.250000 Penalty: 4911.980957
	Iteration 0F: 3 clusters Score -2939798 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2944793.250000 Penalty: 4911.980957
	Iteration 1F: 3 clusters Score -2944793 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2945585.500000 Penalty: 4911.980957
	Iteration 2F: 3 clusters Score -2945586 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2946511.250000 Penalty: 4911.980957
	Iteration 3F: 3 clusters Score -2946511 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2947687.000000 Penalty: 4911.980957
	Iteration 4F: 3 clusters Score -2947687 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2949025.750000 Penalty: 4911.980957
	Iteration 5F: 3 clusters Score -2949026 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2950536.000000 Penalty: 4911.980957
	Iteration 6F: 3 clusters Score -2950536 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2951899.500000 Penalty: 4911.980957
	Iteration 7F: 3 clusters Score -2951900 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2952927.250000 Penalty: 4911.980957
	Iteration 8F: 3 clusters Score -2952927 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2953468.750000 Penalty: 4911.980957
	Iteration 9Q: 3 clusters Score -2953469 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2953728.750000 Penalty: 4911.980957
	Iteration 10Q: 3 clusters Score -2953729 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2953880.250000 Penalty: 4911.980957
	Iteration 11Q: 3 clusters Score -2953880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2953996.000000 Penalty: 4911.980957
	Iteration 12Q: 3 clusters Score -2953996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2954095.250000 Penalty: 4911.980957
	Iteration 13Q: 3 clusters Score -2954095 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2954180.500000 Penalty: 4911.980957
	Iteration 14Q: 3 clusters Score -2954180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2954256.000000 Penalty: 4911.980957
	Iteration 15Q: 3 clusters Score -2954256 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2954293.500000 Penalty: 4911.980957
	Iteration 16Q: 3 clusters Score -2954294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2954325.250000 Penalty: 4911.980957
	Iteration 17Q: 3 clusters Score -2954325 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2954362.750000 Penalty: 4911.980957
	Iteration 18Q: 3 clusters Score -2954363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -2954389.500000 Penalty: 4911.980957
	Iteration 19Q: 3 clusters Score -2954390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2954429.000000 Penalty: 4911.980957
	Iteration 20F: 3 clusters Score -2954429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2954454.000000 Penalty: 4911.980957
	Iteration 21Q: 3 clusters Score -2954454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2954471.250000 Penalty: 4911.980957
	Iteration 22Q: 3 clusters Score -2954471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2954492.500000 Penalty: 4911.980957
	Iteration 23Q: 3 clusters Score -2954492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2954515.250000 Penalty: 4911.980957
	Iteration 24Q: 3 clusters Score -2954515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2954526.500000 Penalty: 4911.980957
	Iteration 25Q: 3 clusters Score -2954526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2954539.750000 Penalty: 4911.980957
	Iteration 26Q: 3 clusters Score -2954540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2954539.000000 Penalty: 4911.980957
	Iteration 27Q: 3 clusters Score -2954539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2954559.000000 Penalty: 4911.980957
	Iteration 28Q: 3 clusters Score -2954559 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2954574.750000 Penalty: 4911.980957
	Iteration 29Q: 3 clusters Score -2954575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2954580.000000 Penalty: 4911.980957
	Iteration 30Q: 3 clusters Score -2954580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2954579.250000 Penalty: 4911.980957
	Iteration 31Q: 3 clusters Score -2954579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2954586.250000 Penalty: 4911.980957
	Iteration 32Q: 3 clusters Score -2954586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2954588.500000 Penalty: 4911.980957
	Iteration 33Q: 3 clusters Score -2954588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2954581.250000 Penalty: 4911.980957
	Iteration 34Q: 3 clusters Score -2954581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2954581.250000 Penalty: 4911.980957
	Iteration 35Q: 3 clusters Score -2954581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2954590.500000 Penalty: 4911.980957
	Iteration 36Q: 3 clusters Score -2954590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2954592.500000 Penalty: 4911.980957
	Iteration 37Q: 3 clusters Score -2954592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2954595.250000 Penalty: 4911.980957
	Iteration 38Q: 3 clusters Score -2954595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2954603.750000 Penalty: 4911.980957
	Iteration 39Q: 3 clusters Score -2954604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2954605.500000 Penalty: 4911.980957
	Iteration 40F: 3 clusters Score -2954606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2954603.250000 Penalty: 4911.980957
	Iteration 41Q: 3 clusters Score -2954603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2954602.000000 Penalty: 4911.980957
	Iteration 42Q: 3 clusters Score -2954602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2954605.750000 Penalty: 4911.980957
	Iteration 43Q: 3 clusters Score -2954606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2954612.750000 Penalty: 4911.980957
	Iteration 44Q: 3 clusters Score -2954613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2954609.500000 Penalty: 4911.980957
	Iteration 45Q: 3 clusters Score -2954610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2954607.750000 Penalty: 4911.980957
	Iteration 46Q: 3 clusters Score -2954608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2954607.750000 Penalty: 4911.980957
	Iteration 47F: 3 clusters Score -2954608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 1882 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Mstep: Class 40 contains 5347 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 6540 members 
Mstep: Class 43 contains 10503 members 
Entering Unmasked Estep 
Score: -115003920.000000 Penalty: 144988.187500
Splitting cluster 28 changes total score from -114996872.000000 to -115003920.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (19235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Entering Unmasked Estep 
Score: -2683168.750000 Penalty: 2446.392578
	Iteration 0F: 2 clusters Score -2683169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2669583.500000 Penalty: 4892.785156
	Iteration 0F: 3 clusters Score -2669584 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2674721.000000 Penalty: 4892.785156
	Iteration 1F: 3 clusters Score -2674721 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2675669.250000 Penalty: 4892.785156
	Iteration 2F: 3 clusters Score -2675669 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2676540.500000 Penalty: 4892.785156
	Iteration 3F: 3 clusters Score -2676540 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2677346.500000 Penalty: 4892.785156
	Iteration 4F: 3 clusters Score -2677346 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2678077.500000 Penalty: 4892.785156
	Iteration 5F: 3 clusters Score -2678078 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2678705.750000 Penalty: 4892.785156
	Iteration 6F: 3 clusters Score -2678706 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2679249.750000 Penalty: 4892.785156
	Iteration 7Q: 3 clusters Score -2679250 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2679761.250000 Penalty: 4892.785156
	Iteration 8Q: 3 clusters Score -2679761 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2680221.750000 Penalty: 4892.785156
	Iteration 9Q: 3 clusters Score -2680222 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2680545.000000 Penalty: 4892.785156
	Iteration 10Q: 3 clusters Score -2680545 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2680837.000000 Penalty: 4892.785156
	Iteration 11Q: 3 clusters Score -2680837 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2681037.750000 Penalty: 4892.785156
	Iteration 12Q: 3 clusters Score -2681038 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2681189.750000 Penalty: 4892.785156
	Iteration 13Q: 3 clusters Score -2681190 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2681327.500000 Penalty: 4892.785156
	Iteration 14Q: 3 clusters Score -2681328 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2681417.500000 Penalty: 4892.785156
	Iteration 15Q: 3 clusters Score -2681418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2681511.000000 Penalty: 4892.785156
	Iteration 16Q: 3 clusters Score -2681511 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2681589.750000 Penalty: 4892.785156
	Iteration 17Q: 3 clusters Score -2681590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2681663.000000 Penalty: 4892.785156
	Iteration 18Q: 3 clusters Score -2681663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2681729.250000 Penalty: 4892.785156
	Iteration 19Q: 3 clusters Score -2681729 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2681777.000000 Penalty: 4892.785156
	Iteration 20F: 3 clusters Score -2681777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2681821.000000 Penalty: 4892.785156
	Iteration 21Q: 3 clusters Score -2681821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2681874.750000 Penalty: 4892.785156
	Iteration 22Q: 3 clusters Score -2681875 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2681913.500000 Penalty: 4892.785156
	Iteration 23Q: 3 clusters Score -2681914 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2681949.250000 Penalty: 4892.785156
	Iteration 24Q: 3 clusters Score -2681949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2681977.000000 Penalty: 4892.785156
	Iteration 25Q: 3 clusters Score -2681977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2682008.500000 Penalty: 4892.785156
	Iteration 26Q: 3 clusters Score -2682008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2682051.000000 Penalty: 4892.785156
	Iteration 27Q: 3 clusters Score -2682051 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2682071.000000 Penalty: 4892.785156
	Iteration 28Q: 3 clusters Score -2682071 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2682108.250000 Penalty: 4892.785156
	Iteration 29Q: 3 clusters Score -2682108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2682149.500000 Penalty: 4892.785156
	Iteration 30Q: 3 clusters Score -2682150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2682172.750000 Penalty: 4892.785156
	Iteration 31Q: 3 clusters Score -2682173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2682183.750000 Penalty: 4892.785156
	Iteration 32Q: 3 clusters Score -2682184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2682194.000000 Penalty: 4892.785156
	Iteration 33Q: 3 clusters Score -2682194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2682204.250000 Penalty: 4892.785156
	Iteration 34Q: 3 clusters Score -2682204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2682208.750000 Penalty: 4892.785156
	Iteration 35Q: 3 clusters Score -2682209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2682217.000000 Penalty: 4892.785156
	Iteration 36Q: 3 clusters Score -2682217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2682221.250000 Penalty: 4892.785156
	Iteration 37Q: 3 clusters Score -2682221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2682225.500000 Penalty: 4892.785156
	Iteration 38Q: 3 clusters Score -2682226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2682229.000000 Penalty: 4892.785156
	Iteration 39Q: 3 clusters Score -2682229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2682236.250000 Penalty: 4892.785156
	Iteration 40F: 3 clusters Score -2682236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2682243.000000 Penalty: 4892.785156
	Iteration 41Q: 3 clusters Score -2682243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2682247.000000 Penalty: 4892.785156
	Iteration 42Q: 3 clusters Score -2682247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2682254.500000 Penalty: 4892.785156
	Iteration 43Q: 3 clusters Score -2682254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2682260.250000 Penalty: 4892.785156
	Iteration 44Q: 3 clusters Score -2682260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2682262.750000 Penalty: 4892.785156
	Iteration 45Q: 3 clusters Score -2682263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2682271.000000 Penalty: 4892.785156
	Iteration 46Q: 3 clusters Score -2682271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2682274.250000 Penalty: 4892.785156
	Iteration 47Q: 3 clusters Score -2682274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2682288.750000 Penalty: 4892.785156
	Iteration 48Q: 3 clusters Score -2682289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2682312.250000 Penalty: 4892.785156
	Iteration 49Q: 3 clusters Score -2682312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2682317.000000 Penalty: 4892.785156
	Iteration 50Q: 3 clusters Score -2682317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2682323.750000 Penalty: 4892.785156
	Iteration 51Q: 3 clusters Score -2682324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2682325.250000 Penalty: 4892.785156
	Iteration 52Q: 3 clusters Score -2682325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2682333.750000 Penalty: 4892.785156
	Iteration 53Q: 3 clusters Score -2682334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2682338.500000 Penalty: 4892.785156
	Iteration 54Q: 3 clusters Score -2682338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2682339.750000 Penalty: 4892.785156
	Iteration 55Q: 3 clusters Score -2682340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2682344.250000 Penalty: 4892.785156
	Iteration 56Q: 3 clusters Score -2682344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2682349.500000 Penalty: 4892.785156
	Iteration 57Q: 3 clusters Score -2682350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2682354.500000 Penalty: 4892.785156
	Iteration 58Q: 3 clusters Score -2682354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2682355.250000 Penalty: 4892.785156
	Iteration 59Q: 3 clusters Score -2682355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2682359.750000 Penalty: 4892.785156
	Iteration 60F: 3 clusters Score -2682360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2682366.500000 Penalty: 4892.785156
	Iteration 61Q: 3 clusters Score -2682366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2682367.250000 Penalty: 4892.785156
	Iteration 62Q: 3 clusters Score -2682367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2682369.000000 Penalty: 4892.785156
	Iteration 63Q: 3 clusters Score -2682369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2682372.000000 Penalty: 4892.785156
	Iteration 64Q: 3 clusters Score -2682372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2682372.250000 Penalty: 4892.785156
	Iteration 65Q: 3 clusters Score -2682372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2682374.750000 Penalty: 4892.785156
	Iteration 66Q: 3 clusters Score -2682375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2682373.250000 Penalty: 4892.785156
	Iteration 67Q: 3 clusters Score -2682373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2682373.250000 Penalty: 4892.785156
	Iteration 68F: 3 clusters Score -2682373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Entering Unmasked Estep 
Score: -1024505.187500 Penalty: 2207.133301
	Iteration 0F: 2 clusters Score -1024505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1018546.500000 Penalty: 4414.266602
	Iteration 0F: 3 clusters Score -1018546 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1020267.812500 Penalty: 4414.266602
	Iteration 1F: 3 clusters Score -1020268 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1020831.812500 Penalty: 4414.266602
	Iteration 2F: 3 clusters Score -1020832 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1021314.125000 Penalty: 4414.266602
	Iteration 3F: 3 clusters Score -1021314 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1021686.312500 Penalty: 4414.266602
	Iteration 4F: 3 clusters Score -1021686 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1021997.687500 Penalty: 4414.266602
	Iteration 5F: 3 clusters Score -1021998 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1022241.125000 Penalty: 4414.266602
	Iteration 6Q: 3 clusters Score -1022241 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1022443.750000 Penalty: 4414.266602
	Iteration 7Q: 3 clusters Score -1022444 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1022649.250000 Penalty: 4414.266602
	Iteration 8Q: 3 clusters Score -1022649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1022832.625000 Penalty: 4414.266602
	Iteration 9Q: 3 clusters Score -1022833 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1022993.500000 Penalty: 4414.266602
	Iteration 10Q: 3 clusters Score -1022994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1023122.875000 Penalty: 4414.266602
	Iteration 11Q: 3 clusters Score -1023123 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1023222.187500 Penalty: 4414.266602
	Iteration 12Q: 3 clusters Score -1023222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1023294.187500 Penalty: 4414.266602
	Iteration 13Q: 3 clusters Score -1023294 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1023346.875000 Penalty: 4414.266602
	Iteration 14Q: 3 clusters Score -1023347 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1023398.312500 Penalty: 4414.266602
	Iteration 15Q: 3 clusters Score -1023398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1023459.437500 Penalty: 4414.266602
	Iteration 16Q: 3 clusters Score -1023459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1023517.312500 Penalty: 4414.266602
	Iteration 17Q: 3 clusters Score -1023517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1023563.187500 Penalty: 4414.266602
	Iteration 18Q: 3 clusters Score -1023563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1023600.562500 Penalty: 4414.266602
	Iteration 19Q: 3 clusters Score -1023601 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1023618.500000 Penalty: 4414.266602
	Iteration 20F: 3 clusters Score -1023618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1023642.375000 Penalty: 4414.266602
	Iteration 21Q: 3 clusters Score -1023642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1023661.562500 Penalty: 4414.266602
	Iteration 22Q: 3 clusters Score -1023662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1023681.375000 Penalty: 4414.266602
	Iteration 23Q: 3 clusters Score -1023681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1023701.625000 Penalty: 4414.266602
	Iteration 24Q: 3 clusters Score -1023702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1023715.812500 Penalty: 4414.266602
	Iteration 25Q: 3 clusters Score -1023716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1023735.625000 Penalty: 4414.266602
	Iteration 26Q: 3 clusters Score -1023736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1023742.750000 Penalty: 4414.266602
	Iteration 27Q: 3 clusters Score -1023743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1023752.562500 Penalty: 4414.266602
	Iteration 28Q: 3 clusters Score -1023753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1023761.875000 Penalty: 4414.266602
	Iteration 29Q: 3 clusters Score -1023762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1023773.437500 Penalty: 4414.266602
	Iteration 30Q: 3 clusters Score -1023773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1023783.875000 Penalty: 4414.266602
	Iteration 31Q: 3 clusters Score -1023784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1023794.125000 Penalty: 4414.266602
	Iteration 32Q: 3 clusters Score -1023794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1023809.312500 Penalty: 4414.266602
	Iteration 33Q: 3 clusters Score -1023809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1023817.250000 Penalty: 4414.266602
	Iteration 34Q: 3 clusters Score -1023817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1023829.250000 Penalty: 4414.266602
	Iteration 35Q: 3 clusters Score -1023829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1023835.000000 Penalty: 4414.266602
	Iteration 36Q: 3 clusters Score -1023835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1023843.437500 Penalty: 4414.266602
	Iteration 37Q: 3 clusters Score -1023843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1023850.437500 Penalty: 4414.266602
	Iteration 38Q: 3 clusters Score -1023850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1023855.000000 Penalty: 4414.266602
	Iteration 39Q: 3 clusters Score -1023855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1023862.625000 Penalty: 4414.266602
	Iteration 40F: 3 clusters Score -1023863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1023870.625000 Penalty: 4414.266602
	Iteration 41Q: 3 clusters Score -1023871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1023880.250000 Penalty: 4414.266602
	Iteration 42Q: 3 clusters Score -1023880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1023887.062500 Penalty: 4414.266602
	Iteration 43Q: 3 clusters Score -1023887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1023894.750000 Penalty: 4414.266602
	Iteration 44Q: 3 clusters Score -1023895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1023900.000000 Penalty: 4414.266602
	Iteration 45Q: 3 clusters Score -1023900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1023903.000000 Penalty: 4414.266602
	Iteration 46Q: 3 clusters Score -1023903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1023905.312500 Penalty: 4414.266602
	Iteration 47Q: 3 clusters Score -1023905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1023907.937500 Penalty: 4414.266602
	Iteration 48Q: 3 clusters Score -1023908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1023910.062500 Penalty: 4414.266602
	Iteration 49Q: 3 clusters Score -1023910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1023911.375000 Penalty: 4414.266602
	Iteration 50Q: 3 clusters Score -1023911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1023911.812500 Penalty: 4414.266602
	Iteration 51Q: 3 clusters Score -1023912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1023912.500000 Penalty: 4414.266602
	Iteration 52Q: 3 clusters Score -1023912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1023913.687500 Penalty: 4414.266602
	Iteration 53Q: 3 clusters Score -1023914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1023914.187500 Penalty: 4414.266602
	Iteration 54Q: 3 clusters Score -1023914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1023914.187500 Penalty: 4414.266602
	Iteration 55F: 3 clusters Score -1023914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -253959.390625 Penalty: 1869.942505
	Iteration 0F: 2 clusters Score -253959.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -251543.625000 Penalty: 3739.885010
	Iteration 0F: 3 clusters Score -251543.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -252167.828125 Penalty: 3739.885010
	Iteration 1F: 3 clusters Score -252167.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -253004.937500 Penalty: 3739.885010
	Iteration 2F: 3 clusters Score -253004.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -254385.812500 Penalty: 3739.885010
	Iteration 3F: 3 clusters Score -254385.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255511.281250 Penalty: 3739.885010
	Iteration 4F: 3 clusters Score -255511.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -256162.906250 Penalty: 3739.885010
	Iteration 5F: 3 clusters Score -256162.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -256465.109375 Penalty: 3739.885010
	Iteration 6Q: 3 clusters Score -256465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -256492.187500 Penalty: 3739.885010
	Iteration 7Q: 3 clusters Score -256492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256494.625000 Penalty: 3739.885010
	Iteration 8Q: 3 clusters Score -256494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -256494.625000 Penalty: 3739.885010
	Iteration 9F: 3 clusters Score -256494.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Mstep: Class 34 contains 6925 members 
Mstep: Class 35 contains 329 members 
Mstep: Class 36 contains 4977 members 
Mstep: Class 37 contains 14500 members 
Mstep: Class 38 contains 3420 members 
Mstep: Class 39 contains 36558 members 
Mstep: Class 40 contains 5347 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 6540 members 
Mstep: Class 43 contains 10503 members 
Mstep: Class 44 contains 999 members 
Entering Unmasked Estep 
Score: -115004600.000000 Penalty: 148360.000000
Splitting cluster 31 changes total score from -114996872.000000 to -115004600.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (9602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Entering Unmasked Estep 
Score: -1457582.625000 Penalty: 2274.092041
	Iteration 0F: 2 clusters Score -1457583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1450186.375000 Penalty: 4548.184082
	Iteration 0F: 3 clusters Score -1450186 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1452369.250000 Penalty: 4548.184082
	Iteration 1F: 3 clusters Score -1452369 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1452672.625000 Penalty: 4548.184082
	Iteration 2F: 3 clusters Score -1452673 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1452926.500000 Penalty: 4548.184082
	Iteration 3F: 3 clusters Score -1452926 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1453168.375000 Penalty: 4548.184082
	Iteration 4Q: 3 clusters Score -1453168 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1453392.625000 Penalty: 4548.184082
	Iteration 5Q: 3 clusters Score -1453393 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1453607.000000 Penalty: 4548.184082
	Iteration 6Q: 3 clusters Score -1453607 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1453840.000000 Penalty: 4548.184082
	Iteration 7Q: 3 clusters Score -1453840 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1454083.500000 Penalty: 4548.184082
	Iteration 8Q: 3 clusters Score -1454084 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1454354.125000 Penalty: 4548.184082
	Iteration 9Q: 3 clusters Score -1454354 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1454581.625000 Penalty: 4548.184082
	Iteration 10Q: 3 clusters Score -1454582 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1454763.375000 Penalty: 4548.184082
	Iteration 11Q: 3 clusters Score -1454763 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1454912.875000 Penalty: 4548.184082
	Iteration 12Q: 3 clusters Score -1454913 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1455018.375000 Penalty: 4548.184082
	Iteration 13Q: 3 clusters Score -1455018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1455090.000000 Penalty: 4548.184082
	Iteration 14Q: 3 clusters Score -1455090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1455145.250000 Penalty: 4548.184082
	Iteration 15Q: 3 clusters Score -1455145 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1455182.125000 Penalty: 4548.184082
	Iteration 16Q: 3 clusters Score -1455182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1455214.250000 Penalty: 4548.184082
	Iteration 17Q: 3 clusters Score -1455214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1455239.500000 Penalty: 4548.184082
	Iteration 18Q: 3 clusters Score -1455240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1455261.250000 Penalty: 4548.184082
	Iteration 19Q: 3 clusters Score -1455261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1455269.750000 Penalty: 4548.184082
	Iteration 20F: 3 clusters Score -1455270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1455281.875000 Penalty: 4548.184082
	Iteration 21Q: 3 clusters Score -1455282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1455293.125000 Penalty: 4548.184082
	Iteration 22Q: 3 clusters Score -1455293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1455297.875000 Penalty: 4548.184082
	Iteration 23Q: 3 clusters Score -1455298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1455301.125000 Penalty: 4548.184082
	Iteration 24Q: 3 clusters Score -1455301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1455308.375000 Penalty: 4548.184082
	Iteration 25Q: 3 clusters Score -1455308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1455319.625000 Penalty: 4548.184082
	Iteration 26Q: 3 clusters Score -1455320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1455325.250000 Penalty: 4548.184082
	Iteration 27Q: 3 clusters Score -1455325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1455328.375000 Penalty: 4548.184082
	Iteration 28Q: 3 clusters Score -1455328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1455328.625000 Penalty: 4548.184082
	Iteration 29Q: 3 clusters Score -1455329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1455331.875000 Penalty: 4548.184082
	Iteration 30Q: 3 clusters Score -1455332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1455336.125000 Penalty: 4548.184082
	Iteration 31Q: 3 clusters Score -1455336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1455341.250000 Penalty: 4548.184082
	Iteration 32Q: 3 clusters Score -1455341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1455344.000000 Penalty: 4548.184082
	Iteration 33Q: 3 clusters Score -1455344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1455345.125000 Penalty: 4548.184082
	Iteration 34Q: 3 clusters Score -1455345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1455342.375000 Penalty: 4548.184082
	Iteration 35Q: 3 clusters Score -1455342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1455343.000000 Penalty: 4548.184082
	Iteration 36Q: 3 clusters Score -1455343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1455344.875000 Penalty: 4548.184082
	Iteration 37Q: 3 clusters Score -1455345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1455345.875000 Penalty: 4548.184082
	Iteration 38Q: 3 clusters Score -1455346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1455352.125000 Penalty: 4548.184082
	Iteration 39Q: 3 clusters Score -1455352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1455351.375000 Penalty: 4548.184082
	Iteration 40F: 3 clusters Score -1455351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1455354.500000 Penalty: 4548.184082
	Iteration 41Q: 3 clusters Score -1455354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1455354.375000 Penalty: 4548.184082
	Iteration 42Q: 3 clusters Score -1455354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1455351.375000 Penalty: 4548.184082
	Iteration 43Q: 3 clusters Score -1455351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1455351.375000 Penalty: 4548.184082
	Iteration 44Q: 3 clusters Score -1455351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1455353.500000 Penalty: 4548.184082
	Iteration 45Q: 3 clusters Score -1455354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1455352.625000 Penalty: 4548.184082
	Iteration 46Q: 3 clusters Score -1455353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1455354.125000 Penalty: 4548.184082
	Iteration 47Q: 3 clusters Score -1455354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1455353.750000 Penalty: 4548.184082
	Iteration 48Q: 3 clusters Score -1455354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1455353.750000 Penalty: 4548.184082
	Iteration 49F: 3 clusters Score -1455354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (34183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Entering Unmasked Estep 
Score: -4718133.500000 Penalty: 2588.991943
	Iteration 0F: 2 clusters Score -4718134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4694640.500000 Penalty: 5177.983887
	Iteration 0F: 3 clusters Score -4694640 nChanged 15613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4704003.000000 Penalty: 5177.983887
	Iteration 1F: 3 clusters Score -4704003 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4705271.500000 Penalty: 5177.983887
	Iteration 2F: 3 clusters Score -4705272 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4706812.500000 Penalty: 5177.983887
	Iteration 3F: 3 clusters Score -4706812 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4708371.000000 Penalty: 5177.983887
	Iteration 4F: 3 clusters Score -4708371 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4709879.000000 Penalty: 5177.983887
	Iteration 5F: 3 clusters Score -4709879 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4711089.500000 Penalty: 5177.983887
	Iteration 6F: 3 clusters Score -4711090 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -4711933.500000 Penalty: 5177.983887
	Iteration 7Q: 3 clusters Score -4711934 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4712475.500000 Penalty: 5177.983887
	Iteration 8Q: 3 clusters Score -4712476 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4712918.000000 Penalty: 5177.983887
	Iteration 9Q: 3 clusters Score -4712918 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -4713238.000000 Penalty: 5177.983887
	Iteration 10Q: 3 clusters Score -4713238 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -4713541.000000 Penalty: 5177.983887
	Iteration 11Q: 3 clusters Score -4713541 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4713793.000000 Penalty: 5177.983887
	Iteration 12Q: 3 clusters Score -4713793 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4714004.000000 Penalty: 5177.983887
	Iteration 13Q: 3 clusters Score -4714004 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4714181.000000 Penalty: 5177.983887
	Iteration 14Q: 3 clusters Score -4714181 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4714357.000000 Penalty: 5177.983887
	Iteration 15Q: 3 clusters Score -4714357 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4714508.000000 Penalty: 5177.983887
	Iteration 16Q: 3 clusters Score -4714508 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4714638.500000 Penalty: 5177.983887
	Iteration 17Q: 3 clusters Score -4714638 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4714760.000000 Penalty: 5177.983887
	Iteration 18Q: 3 clusters Score -4714760 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4714904.500000 Penalty: 5177.983887
	Iteration 19Q: 3 clusters Score -4714904 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -4715087.500000 Penalty: 5177.983887
	Iteration 20F: 3 clusters Score -4715088 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4715306.000000 Penalty: 5177.983887
	Iteration 21Q: 3 clusters Score -4715306 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4715564.000000 Penalty: 5177.983887
	Iteration 22Q: 3 clusters Score -4715564 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4715897.500000 Penalty: 5177.983887
	Iteration 23Q: 3 clusters Score -4715898 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4716226.000000 Penalty: 5177.983887
	Iteration 24Q: 3 clusters Score -4716226 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4716506.000000 Penalty: 5177.983887
	Iteration 25Q: 3 clusters Score -4716506 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4716727.500000 Penalty: 5177.983887
	Iteration 26Q: 3 clusters Score -4716728 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4716898.500000 Penalty: 5177.983887
	Iteration 27Q: 3 clusters Score -4716898 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -4717009.000000 Penalty: 5177.983887
	Iteration 28Q: 3 clusters Score -4717009 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -4717072.500000 Penalty: 5177.983887
	Iteration 29Q: 3 clusters Score -4717072 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4717146.500000 Penalty: 5177.983887
	Iteration 30Q: 3 clusters Score -4717146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4717177.500000 Penalty: 5177.983887
	Iteration 31Q: 3 clusters Score -4717178 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4717215.000000 Penalty: 5177.983887
	Iteration 32Q: 3 clusters Score -4717215 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -4717254.500000 Penalty: 5177.983887
	Iteration 33Q: 3 clusters Score -4717254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4717284.000000 Penalty: 5177.983887
	Iteration 34Q: 3 clusters Score -4717284 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4717303.500000 Penalty: 5177.983887
	Iteration 35Q: 3 clusters Score -4717304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -4717332.000000 Penalty: 5177.983887
	Iteration 36Q: 3 clusters Score -4717332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4717333.000000 Penalty: 5177.983887
	Iteration 37Q: 3 clusters Score -4717333 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4717348.000000 Penalty: 5177.983887
	Iteration 38Q: 3 clusters Score -4717348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -4717356.500000 Penalty: 5177.983887
	Iteration 39Q: 3 clusters Score -4717356 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -4717375.500000 Penalty: 5177.983887
	Iteration 40F: 3 clusters Score -4717376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -4717373.000000 Penalty: 5177.983887
	Iteration 41Q: 3 clusters Score -4717373 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4717386.000000 Penalty: 5177.983887
	Iteration 42Q: 3 clusters Score -4717386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4717380.500000 Penalty: 5177.983887
	Iteration 43Q: 3 clusters Score -4717380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4717403.500000 Penalty: 5177.983887
	Iteration 44Q: 3 clusters Score -4717404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4717421.000000 Penalty: 5177.983887
	Iteration 45Q: 3 clusters Score -4717421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4717432.500000 Penalty: 5177.983887
	Iteration 46Q: 3 clusters Score -4717432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4717426.000000 Penalty: 5177.983887
	Iteration 47Q: 3 clusters Score -4717426 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4717425.000000 Penalty: 5177.983887
	Iteration 48Q: 3 clusters Score -4717425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4717418.000000 Penalty: 5177.983887
	Iteration 49Q: 3 clusters Score -4717418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4717422.500000 Penalty: 5177.983887
	Iteration 50Q: 3 clusters Score -4717422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4717435.000000 Penalty: 5177.983887
	Iteration 51Q: 3 clusters Score -4717435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4717434.000000 Penalty: 5177.983887
	Iteration 52Q: 3 clusters Score -4717434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -4717429.000000 Penalty: 5177.983887
	Iteration 53Q: 3 clusters Score -4717429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4717441.500000 Penalty: 5177.983887
	Iteration 54Q: 3 clusters Score -4717442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4717442.500000 Penalty: 5177.983887
	Iteration 55Q: 3 clusters Score -4717442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -4717448.500000 Penalty: 5177.983887
	Iteration 56Q: 3 clusters Score -4717448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4717452.000000 Penalty: 5177.983887
	Iteration 57Q: 3 clusters Score -4717452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4717455.500000 Penalty: 5177.983887
	Iteration 58Q: 3 clusters Score -4717456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4717454.500000 Penalty: 5177.983887
	Iteration 59Q: 3 clusters Score -4717454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4717455.000000 Penalty: 5177.983887
	Iteration 60F: 3 clusters Score -4717455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4717453.500000 Penalty: 5177.983887
	Iteration 61Q: 3 clusters Score -4717454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -4717453.000000 Penalty: 5177.983887
	Iteration 62Q: 3 clusters Score -4717453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4717455.500000 Penalty: 5177.983887
	Iteration 63Q: 3 clusters Score -4717456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4717457.000000 Penalty: 5177.983887
	Iteration 64Q: 3 clusters Score -4717457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -4717461.500000 Penalty: 5177.983887
	Iteration 65Q: 3 clusters Score -4717462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4717465.000000 Penalty: 5177.983887
	Iteration 66Q: 3 clusters Score -4717465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4717467.500000 Penalty: 5177.983887
	Iteration 67Q: 3 clusters Score -4717468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -4717466.000000 Penalty: 5177.983887
	Iteration 68Q: 3 clusters Score -4717466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4717460.000000 Penalty: 5177.983887
	Iteration 69Q: 3 clusters Score -4717460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4717461.500000 Penalty: 5177.983887
	Iteration 70Q: 3 clusters Score -4717462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4717466.000000 Penalty: 5177.983887
	Iteration 71Q: 3 clusters Score -4717466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4717475.000000 Penalty: 5177.983887
	Iteration 72Q: 3 clusters Score -4717475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -4717476.000000 Penalty: 5177.983887
	Iteration 73Q: 3 clusters Score -4717476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4717483.500000 Penalty: 5177.983887
	Iteration 74Q: 3 clusters Score -4717484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -4717480.500000 Penalty: 5177.983887
	Iteration 75Q: 3 clusters Score -4717480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4717480.000000 Penalty: 5177.983887
	Iteration 76Q: 3 clusters Score -4717480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4717477.000000 Penalty: 5177.983887
	Iteration 77Q: 3 clusters Score -4717477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -4717483.000000 Penalty: 5177.983887
	Iteration 78Q: 3 clusters Score -4717483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4717481.500000 Penalty: 5177.983887
	Iteration 79Q: 3 clusters Score -4717482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4717477.000000 Penalty: 5177.983887
	Iteration 80F: 3 clusters Score -4717477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4717484.500000 Penalty: 5177.983887
	Iteration 81Q: 3 clusters Score -4717484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4717481.000000 Penalty: 5177.983887
	Iteration 82Q: 3 clusters Score -4717481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -4717483.000000 Penalty: 5177.983887
	Iteration 83Q: 3 clusters Score -4717483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4717488.500000 Penalty: 5177.983887
	Iteration 84Q: 3 clusters Score -4717488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -4717479.000000 Penalty: 5177.983887
	Iteration 85Q: 3 clusters Score -4717479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -4717482.000000 Penalty: 5177.983887
	Iteration 86Q: 3 clusters Score -4717482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -4717476.000000 Penalty: 5177.983887
	Iteration 87Q: 3 clusters Score -4717476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4717478.000000 Penalty: 5177.983887
	Iteration 88Q: 3 clusters Score -4717478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4717472.500000 Penalty: 5177.983887
	Iteration 89Q: 3 clusters Score -4717472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4717487.500000 Penalty: 5177.983887
	Iteration 90Q: 3 clusters Score -4717488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4717486.500000 Penalty: 5177.983887
	Iteration 91Q: 3 clusters Score -4717486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4717488.500000 Penalty: 5177.983887
	Iteration 92Q: 3 clusters Score -4717488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4717487.500000 Penalty: 5177.983887
	Iteration 93Q: 3 clusters Score -4717488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4717485.000000 Penalty: 5177.983887
	Iteration 94Q: 3 clusters Score -4717485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4717486.000000 Penalty: 5177.983887
	Iteration 95Q: 3 clusters Score -4717486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4717491.000000 Penalty: 5177.983887
	Iteration 96Q: 3 clusters Score -4717491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4717489.500000 Penalty: 5177.983887
	Iteration 97Q: 3 clusters Score -4717490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4717492.500000 Penalty: 5177.983887
	Iteration 98Q: 3 clusters Score -4717492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4717497.500000 Penalty: 5177.983887
	Iteration 99Q: 3 clusters Score -4717498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4717494.500000 Penalty: 5177.983887
	Iteration 100F: 3 clusters Score -4717494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4717490.000000 Penalty: 5177.983887
	Iteration 101Q: 3 clusters Score -4717490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4717491.500000 Penalty: 5177.983887
	Iteration 102Q: 3 clusters Score -4717492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4717493.500000 Penalty: 5177.983887
	Iteration 103Q: 3 clusters Score -4717494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4717491.500000 Penalty: 5177.983887
	Iteration 104Q: 3 clusters Score -4717492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4717499.500000 Penalty: 5177.983887
	Iteration 105Q: 3 clusters Score -4717500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4717489.500000 Penalty: 5177.983887
	Iteration 106Q: 3 clusters Score -4717490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4717488.500000 Penalty: 5177.983887
	Iteration 107Q: 3 clusters Score -4717488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4717489.500000 Penalty: 5177.983887
	Iteration 108Q: 3 clusters Score -4717490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4717490.000000 Penalty: 5177.983887
	Iteration 109Q: 3 clusters Score -4717490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4717490.000000 Penalty: 5177.983887
	Iteration 110Q: 3 clusters Score -4717490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4717491.500000 Penalty: 5177.983887
	Iteration 111Q: 3 clusters Score -4717492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4717496.500000 Penalty: 5177.983887
	Iteration 112Q: 3 clusters Score -4717496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4717503.000000 Penalty: 5177.983887
	Iteration 113Q: 3 clusters Score -4717503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4717498.500000 Penalty: 5177.983887
	Iteration 114Q: 3 clusters Score -4717498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -4717504.000000 Penalty: 5177.983887
	Iteration 115Q: 3 clusters Score -4717504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4717498.000000 Penalty: 5177.983887
	Iteration 116Q: 3 clusters Score -4717498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4717506.000000 Penalty: 5177.983887
	Iteration 117Q: 3 clusters Score -4717506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4717498.500000 Penalty: 5177.983887
	Iteration 118Q: 3 clusters Score -4717498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -4717497.000000 Penalty: 5177.983887
	Iteration 119Q: 3 clusters Score -4717497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -4717489.500000 Penalty: 5177.983887
	Iteration 120F: 3 clusters Score -4717490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4717497.000000 Penalty: 5177.983887
	Iteration 121Q: 3 clusters Score -4717497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4717497.000000 Penalty: 5177.983887
	Iteration 122Q: 3 clusters Score -4717497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4717488.000000 Penalty: 5177.983887
	Iteration 123Q: 3 clusters Score -4717488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4717489.000000 Penalty: 5177.983887
	Iteration 124Q: 3 clusters Score -4717489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4717489.500000 Penalty: 5177.983887
	Iteration 125Q: 3 clusters Score -4717490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4717490.000000 Penalty: 5177.983887
	Iteration 126Q: 3 clusters Score -4717490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4717483.500000 Penalty: 5177.983887
	Iteration 127Q: 3 clusters Score -4717484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4717481.500000 Penalty: 5177.983887
	Iteration 128Q: 3 clusters Score -4717482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4717483.500000 Penalty: 5177.983887
	Iteration 129Q: 3 clusters Score -4717484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4717484.500000 Penalty: 5177.983887
	Iteration 130Q: 3 clusters Score -4717484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4717484.500000 Penalty: 5177.983887
	Iteration 131F: 3 clusters Score -4717484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 381 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 18127 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 77279 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 66503 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 5663 members 
Mstep: Class 13 contains 83607 members 
Mstep: Class 14 contains 2896 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 16 contains 95818 members 
Mstep: Class 17 contains 11886 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 29754 members 
Mstep: Class 20 contains 3998 members 
Mstep: Class 21 contains 11667 members 
Mstep: Class 22 contains 41318 members 
Mstep: Class 23 contains 93961 members 
Mstep: Class 24 contains 1824 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 30969 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 9491 members 
Mstep: Class 29 contains 19235 members 
Mstep: Class 30 contains 7330 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 9602 members 
Mstep: Class 33 contains 34183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115013704.000000 Penalty: 148360.000000
Iteration 79Q: 45 clusters Score -1.150137e+08 nChanged 16180
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 18376 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 78558 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 3449 members 
Mstep: Class 9 contains 66773 members 
Mstep: Class 10 contains 14355 members 
Mstep: Class 11 contains 8677 members 
Mstep: Class 12 contains 5468 members 
Mstep: Class 13 contains 84033 members 
Mstep: Class 14 contains 2890 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 95274 members 
Mstep: Class 17 contains 11897 members 
Mstep: Class 18 contains 2737 members 
Mstep: Class 19 contains 29543 members 
Mstep: Class 20 contains 4212 members 
Mstep: Class 21 contains 12028 members 
Mstep: Class 22 contains 41472 members 
Mstep: Class 23 contains 93931 members 
Mstep: Class 24 contains 1823 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 31000 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 9712 members 
Mstep: Class 29 contains 19225 members 
Mstep: Class 30 contains 7373 members 
Mstep: Class 31 contains 931 members 
Mstep: Class 32 contains 9656 members 
Mstep: Class 33 contains 34149 members 
Mstep: Class 34 contains 6786 members 
Mstep: Class 35 contains 326 members 
Mstep: Class 36 contains 4691 members 
Mstep: Class 37 contains 13596 members 
Mstep: Class 38 contains 3184 members 
Mstep: Class 39 contains 34628 members 
Mstep: Class 40 contains 5518 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 6230 members 
Mstep: Class 43 contains 10127 members 
Mstep: Class 44 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023296.000000 Penalty: 148360.000000
Iteration 80F: 45 clusters Score -1.150233e+08 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 324 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 18166 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 79054 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 8 contains 3630 members 
Mstep: Class 9 contains 66743 members 
Mstep: Class 10 contains 14253 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 5314 members 
Mstep: Class 13 contains 82845 members 
Mstep: Class 14 contains 2904 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 94788 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 29251 members 
Mstep: Class 20 contains 4304 members 
Mstep: Class 21 contains 12237 members 
Mstep: Class 22 contains 41408 members 
Mstep: Class 23 contains 93704 members 
Mstep: Class 24 contains 1799 members 
Mstep: Class 25 contains 5239 members 
Mstep: Class 26 contains 30934 members 
Mstep: Class 27 contains 6901 members 
Mstep: Class 28 contains 9930 members 
Mstep: Class 29 contains 18837 members 
Mstep: Class 30 contains 7363 members 
Mstep: Class 31 contains 980 members 
Mstep: Class 32 contains 9727 members 
Mstep: Class 33 contains 33503 members 
Mstep: Class 34 contains 7256 members 
Mstep: Class 35 contains 376 members 
Mstep: Class 36 contains 4869 members 
Mstep: Class 37 contains 13521 members 
Mstep: Class 38 contains 3614 members 
Mstep: Class 39 contains 34762 members 
Mstep: Class 40 contains 5948 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 6852 members 
Mstep: Class 43 contains 10235 members 
Mstep: Class 44 contains 1048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027608.000000 Penalty: 148360.000000
Iteration 81Q: 45 clusters Score -1.150276e+08 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 299 members 
Mstep: Class 3 contains 2808 members 
Mstep: Class 4 contains 18040 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 79451 members 
Mstep: Class 7 contains 3375 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 66772 members 
Mstep: Class 10 contains 14225 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 5188 members 
Mstep: Class 13 contains 82083 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 94435 members 
Mstep: Class 17 contains 11870 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 29031 members 
Mstep: Class 20 contains 4369 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 41434 members 
Mstep: Class 23 contains 93516 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 5627 members 
Mstep: Class 26 contains 30866 members 
Mstep: Class 27 contains 6856 members 
Mstep: Class 28 contains 10158 members 
Mstep: Class 29 contains 18539 members 
Mstep: Class 30 contains 7369 members 
Mstep: Class 31 contains 1008 members 
Mstep: Class 32 contains 9805 members 
Mstep: Class 33 contains 33052 members 
Mstep: Class 34 contains 7427 members 
Mstep: Class 35 contains 392 members 
Mstep: Class 36 contains 4965 members 
Mstep: Class 37 contains 13342 members 
Mstep: Class 38 contains 3864 members 
Mstep: Class 39 contains 34686 members 
Mstep: Class 40 contains 6200 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 7243 members 
Mstep: Class 43 contains 10296 members 
Mstep: Class 44 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029760.000000 Penalty: 148360.000000
Iteration 82Q: 45 clusters Score -1.150298e+08 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 284 members 
Mstep: Class 3 contains 2818 members 
Mstep: Class 4 contains 17928 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 79732 members 
Mstep: Class 7 contains 3434 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 66800 members 
Mstep: Class 10 contains 14230 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 13 contains 81597 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 94135 members 
Mstep: Class 17 contains 11855 members 
Mstep: Class 18 contains 2600 members 
Mstep: Class 19 contains 28861 members 
Mstep: Class 20 contains 4399 members 
Mstep: Class 21 contains 12571 members 
Mstep: Class 22 contains 41451 members 
Mstep: Class 23 contains 93374 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 6815 members 
Mstep: Class 28 contains 10317 members 
Mstep: Class 29 contains 18314 members 
Mstep: Class 30 contains 7380 members 
Mstep: Class 31 contains 1030 members 
Mstep: Class 32 contains 9880 members 
Mstep: Class 33 contains 32704 members 
Mstep: Class 34 contains 7534 members 
Mstep: Class 35 contains 409 members 
Mstep: Class 36 contains 5022 members 
Mstep: Class 37 contains 13185 members 
Mstep: Class 38 contains 4036 members 
Mstep: Class 39 contains 34582 members 
Mstep: Class 40 contains 6396 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 7513 members 
Mstep: Class 43 contains 10353 members 
Mstep: Class 44 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031352.000000 Penalty: 148360.000000
Iteration 83Q: 45 clusters Score -1.150314e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 280 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 17831 members 
Mstep: Class 5 contains 8540 members 
Mstep: Class 6 contains 79959 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 66836 members 
Mstep: Class 10 contains 14220 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 5007 members 
Mstep: Class 13 contains 81309 members 
Mstep: Class 14 contains 2945 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 93917 members 
Mstep: Class 17 contains 11836 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 28733 members 
Mstep: Class 20 contains 4422 members 
Mstep: Class 21 contains 12698 members 
Mstep: Class 22 contains 41508 members 
Mstep: Class 23 contains 93257 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 6177 members 
Mstep: Class 26 contains 30786 members 
Mstep: Class 27 contains 6793 members 
Mstep: Class 28 contains 10449 members 
Mstep: Class 29 contains 18069 members 
Mstep: Class 30 contains 7369 members 
Mstep: Class 31 contains 1038 members 
Mstep: Class 32 contains 9934 members 
Mstep: Class 33 contains 32448 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 5054 members 
Mstep: Class 37 contains 13031 members 
Mstep: Class 38 contains 4154 members 
Mstep: Class 39 contains 34445 members 
Mstep: Class 40 contains 6561 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 7706 members 
Mstep: Class 43 contains 10399 members 
Mstep: Class 44 contains 1075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032104.000000 Penalty: 148360.000000
Iteration 84Q: 45 clusters Score -1.150321e+08 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 276 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 80104 members 
Mstep: Class 7 contains 3454 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 66860 members 
Mstep: Class 10 contains 14207 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 4935 members 
Mstep: Class 13 contains 81120 members 
Mstep: Class 14 contains 2951 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 93742 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 28630 members 
Mstep: Class 20 contains 4449 members 
Mstep: Class 21 contains 12780 members 
Mstep: Class 22 contains 41564 members 
Mstep: Class 23 contains 93144 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 6380 members 
Mstep: Class 26 contains 30750 members 
Mstep: Class 27 contains 6772 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 17860 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 1045 members 
Mstep: Class 32 contains 9997 members 
Mstep: Class 33 contains 32223 members 
Mstep: Class 34 contains 7673 members 
Mstep: Class 35 contains 434 members 
Mstep: Class 36 contains 5099 members 
Mstep: Class 37 contains 12918 members 
Mstep: Class 38 contains 4278 members 
Mstep: Class 39 contains 34336 members 
Mstep: Class 40 contains 6676 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 7871 members 
Mstep: Class 43 contains 10443 members 
Mstep: Class 44 contains 1076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032832.000000 Penalty: 148360.000000
Iteration 85Q: 45 clusters Score -1.150328e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 274 members 
Mstep: Class 3 contains 2830 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 8547 members 
Mstep: Class 6 contains 80195 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 66873 members 
Mstep: Class 10 contains 14203 members 
Mstep: Class 11 contains 9365 members 
Mstep: Class 12 contains 4878 members 
Mstep: Class 13 contains 81041 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 93572 members 
Mstep: Class 17 contains 11820 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 28539 members 
Mstep: Class 20 contains 4473 members 
Mstep: Class 21 contains 12869 members 
Mstep: Class 22 contains 41596 members 
Mstep: Class 23 contains 93053 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 6533 members 
Mstep: Class 26 contains 30728 members 
Mstep: Class 27 contains 6758 members 
Mstep: Class 28 contains 10629 members 
Mstep: Class 29 contains 17671 members 
Mstep: Class 30 contains 7349 members 
Mstep: Class 31 contains 1054 members 
Mstep: Class 32 contains 10065 members 
Mstep: Class 33 contains 32056 members 
Mstep: Class 34 contains 7724 members 
Mstep: Class 35 contains 442 members 
Mstep: Class 36 contains 5117 members 
Mstep: Class 37 contains 12824 members 
Mstep: Class 38 contains 4365 members 
Mstep: Class 39 contains 34243 members 
Mstep: Class 40 contains 6786 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 8026 members 
Mstep: Class 43 contains 10477 members 
Mstep: Class 44 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032984.000000 Penalty: 148360.000000
Iteration 86Q: 45 clusters Score -1.15033e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 272 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 17599 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 80272 members 
Mstep: Class 7 contains 3472 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 66889 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 11 contains 9422 members 
Mstep: Class 12 contains 4832 members 
Mstep: Class 13 contains 80933 members 
Mstep: Class 14 contains 2972 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 93454 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 28448 members 
Mstep: Class 20 contains 4494 members 
Mstep: Class 21 contains 12918 members 
Mstep: Class 22 contains 41652 members 
Mstep: Class 23 contains 92962 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 6697 members 
Mstep: Class 26 contains 30702 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 10680 members 
Mstep: Class 29 contains 17506 members 
Mstep: Class 30 contains 7352 members 
Mstep: Class 31 contains 1059 members 
Mstep: Class 32 contains 10125 members 
Mstep: Class 33 contains 31895 members 
Mstep: Class 34 contains 7767 members 
Mstep: Class 35 contains 447 members 
Mstep: Class 36 contains 5132 members 
Mstep: Class 37 contains 12768 members 
Mstep: Class 38 contains 4424 members 
Mstep: Class 39 contains 34170 members 
Mstep: Class 40 contains 6869 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8198 members 
Mstep: Class 43 contains 10508 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033352.000000 Penalty: 148360.000000
Iteration 87Q: 45 clusters Score -1.150334e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 17540 members 
Mstep: Class 5 contains 8554 members 
Mstep: Class 6 contains 80325 members 
Mstep: Class 7 contains 3489 members 
Mstep: Class 8 contains 4361 members 
Mstep: Class 9 contains 66907 members 
Mstep: Class 10 contains 14196 members 
Mstep: Class 11 contains 9470 members 
Mstep: Class 12 contains 4787 members 
Mstep: Class 13 contains 80859 members 
Mstep: Class 14 contains 2980 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 93337 members 
Mstep: Class 17 contains 11812 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 28393 members 
Mstep: Class 20 contains 4513 members 
Mstep: Class 21 contains 12956 members 
Mstep: Class 22 contains 41676 members 
Mstep: Class 23 contains 92876 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 30691 members 
Mstep: Class 27 contains 6722 members 
Mstep: Class 28 contains 10734 members 
Mstep: Class 29 contains 17374 members 
Mstep: Class 30 contains 7366 members 
Mstep: Class 31 contains 1061 members 
Mstep: Class 32 contains 10175 members 
Mstep: Class 33 contains 31741 members 
Mstep: Class 34 contains 7778 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 5156 members 
Mstep: Class 37 contains 12724 members 
Mstep: Class 38 contains 4478 members 
Mstep: Class 39 contains 34125 members 
Mstep: Class 40 contains 6931 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8334 members 
Mstep: Class 43 contains 10539 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033672.000000 Penalty: 148360.000000
Iteration 88Q: 45 clusters Score -1.150337e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 17482 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 80378 members 
Mstep: Class 7 contains 3504 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 66912 members 
Mstep: Class 10 contains 14190 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 4746 members 
Mstep: Class 13 contains 80786 members 
Mstep: Class 14 contains 2989 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 93220 members 
Mstep: Class 17 contains 11809 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 28353 members 
Mstep: Class 20 contains 4535 members 
Mstep: Class 21 contains 12986 members 
Mstep: Class 22 contains 41701 members 
Mstep: Class 23 contains 92811 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 30675 members 
Mstep: Class 27 contains 6716 members 
Mstep: Class 28 contains 10783 members 
Mstep: Class 29 contains 17239 members 
Mstep: Class 30 contains 7364 members 
Mstep: Class 31 contains 1068 members 
Mstep: Class 32 contains 10222 members 
Mstep: Class 33 contains 31653 members 
Mstep: Class 34 contains 7791 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 5176 members 
Mstep: Class 37 contains 12677 members 
Mstep: Class 38 contains 4556 members 
Mstep: Class 39 contains 34091 members 
Mstep: Class 40 contains 7000 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8432 members 
Mstep: Class 43 contains 10569 members 
Mstep: Class 44 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033728.000000 Penalty: 148360.000000
Iteration 89Q: 45 clusters Score -1.150337e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 17425 members 
Mstep: Class 5 contains 8550 members 
Mstep: Class 6 contains 80434 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 4421 members 
Mstep: Class 9 contains 66934 members 
Mstep: Class 10 contains 14187 members 
Mstep: Class 11 contains 9532 members 
Mstep: Class 12 contains 4693 members 
Mstep: Class 13 contains 80736 members 
Mstep: Class 14 contains 3000 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 93129 members 
Mstep: Class 17 contains 11808 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 28327 members 
Mstep: Class 20 contains 4569 members 
Mstep: Class 21 contains 13008 members 
Mstep: Class 22 contains 41717 members 
Mstep: Class 23 contains 92748 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 7014 members 
Mstep: Class 26 contains 30658 members 
Mstep: Class 27 contains 6712 members 
Mstep: Class 28 contains 10831 members 
Mstep: Class 29 contains 17127 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 10272 members 
Mstep: Class 33 contains 31561 members 
Mstep: Class 34 contains 7796 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 5184 members 
Mstep: Class 37 contains 12639 members 
Mstep: Class 38 contains 4614 members 
Mstep: Class 39 contains 34044 members 
Mstep: Class 40 contains 7062 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8536 members 
Mstep: Class 43 contains 10590 members 
Mstep: Class 44 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034160.000000 Penalty: 148360.000000
Iteration 90Q: 45 clusters Score -1.150342e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 17365 members 
Mstep: Class 5 contains 8552 members 
Mstep: Class 6 contains 80468 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 4452 members 
Mstep: Class 9 contains 66960 members 
Mstep: Class 10 contains 14180 members 
Mstep: Class 11 contains 9561 members 
Mstep: Class 12 contains 4646 members 
Mstep: Class 13 contains 80688 members 
Mstep: Class 14 contains 3008 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 93037 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 28304 members 
Mstep: Class 20 contains 4598 members 
Mstep: Class 21 contains 13015 members 
Mstep: Class 22 contains 41726 members 
Mstep: Class 23 contains 92709 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 7064 members 
Mstep: Class 26 contains 30639 members 
Mstep: Class 27 contains 6707 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 17047 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 10312 members 
Mstep: Class 33 contains 31493 members 
Mstep: Class 34 contains 7805 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 5201 members 
Mstep: Class 37 contains 12594 members 
Mstep: Class 38 contains 4657 members 
Mstep: Class 39 contains 34011 members 
Mstep: Class 40 contains 7121 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8617 members 
Mstep: Class 43 contains 10614 members 
Mstep: Class 44 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034464.000000 Penalty: 148360.000000
Iteration 91Q: 45 clusters Score -1.150345e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 17311 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 80508 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 66970 members 
Mstep: Class 10 contains 14173 members 
Mstep: Class 11 contains 9595 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 80670 members 
Mstep: Class 14 contains 3015 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 92955 members 
Mstep: Class 17 contains 11802 members 
Mstep: Class 18 contains 2501 members 
Mstep: Class 19 contains 28302 members 
Mstep: Class 20 contains 4618 members 
Mstep: Class 21 contains 13029 members 
Mstep: Class 22 contains 41731 members 
Mstep: Class 23 contains 92673 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7126 members 
Mstep: Class 26 contains 30617 members 
Mstep: Class 27 contains 6702 members 
Mstep: Class 28 contains 10937 members 
Mstep: Class 29 contains 16989 members 
Mstep: Class 30 contains 7357 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 10337 members 
Mstep: Class 33 contains 31434 members 
Mstep: Class 34 contains 7811 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 5209 members 
Mstep: Class 37 contains 12550 members 
Mstep: Class 38 contains 4694 members 
Mstep: Class 39 contains 33971 members 
Mstep: Class 40 contains 7167 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8688 members 
Mstep: Class 43 contains 10630 members 
Mstep: Class 44 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034344.000000 Penalty: 148360.000000
Iteration 92Q: 45 clusters Score -1.150343e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 17265 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 80537 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 66983 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 9628 members 
Mstep: Class 12 contains 4544 members 
Mstep: Class 13 contains 80685 members 
Mstep: Class 14 contains 3020 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 92873 members 
Mstep: Class 17 contains 11797 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 28287 members 
Mstep: Class 20 contains 4643 members 
Mstep: Class 21 contains 13042 members 
Mstep: Class 22 contains 41735 members 
Mstep: Class 23 contains 92648 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7186 members 
Mstep: Class 26 contains 30598 members 
Mstep: Class 27 contains 6694 members 
Mstep: Class 28 contains 10991 members 
Mstep: Class 29 contains 16916 members 
Mstep: Class 30 contains 7364 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 10363 members 
Mstep: Class 33 contains 31375 members 
Mstep: Class 34 contains 7815 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5219 members 
Mstep: Class 37 contains 12502 members 
Mstep: Class 38 contains 4745 members 
Mstep: Class 39 contains 33939 members 
Mstep: Class 40 contains 7213 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8707 members 
Mstep: Class 43 contains 10640 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034600.000000 Penalty: 148360.000000
Iteration 93Q: 45 clusters Score -1.150346e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 8559 members 
Mstep: Class 6 contains 80566 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 4544 members 
Mstep: Class 9 contains 66996 members 
Mstep: Class 10 contains 14165 members 
Mstep: Class 11 contains 9659 members 
Mstep: Class 12 contains 4492 members 
Mstep: Class 13 contains 80683 members 
Mstep: Class 14 contains 3031 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 92800 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 2496 members 
Mstep: Class 19 contains 28277 members 
Mstep: Class 20 contains 4656 members 
Mstep: Class 21 contains 13052 members 
Mstep: Class 22 contains 41733 members 
Mstep: Class 23 contains 92627 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7227 members 
Mstep: Class 26 contains 30585 members 
Mstep: Class 27 contains 6689 members 
Mstep: Class 28 contains 11038 members 
Mstep: Class 29 contains 16841 members 
Mstep: Class 30 contains 7373 members 
Mstep: Class 31 contains 1073 members 
Mstep: Class 32 contains 10392 members 
Mstep: Class 33 contains 31328 members 
Mstep: Class 34 contains 7816 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5242 members 
Mstep: Class 37 contains 12466 members 
Mstep: Class 38 contains 4782 members 
Mstep: Class 39 contains 33917 members 
Mstep: Class 40 contains 7254 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8738 members 
Mstep: Class 43 contains 10645 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034584.000000 Penalty: 148360.000000
Iteration 94Q: 45 clusters Score -1.150346e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 271 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17208 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80590 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 67000 members 
Mstep: Class 10 contains 14171 members 
Mstep: Class 11 contains 9692 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 13 contains 80677 members 
Mstep: Class 14 contains 3038 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 92732 members 
Mstep: Class 17 contains 11792 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 28261 members 
Mstep: Class 20 contains 4684 members 
Mstep: Class 21 contains 13064 members 
Mstep: Class 22 contains 41747 members 
Mstep: Class 23 contains 92604 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7250 members 
Mstep: Class 26 contains 30563 members 
Mstep: Class 27 contains 6687 members 
Mstep: Class 28 contains 11074 members 
Mstep: Class 29 contains 16765 members 
Mstep: Class 30 contains 7392 members 
Mstep: Class 31 contains 1072 members 
Mstep: Class 32 contains 10414 members 
Mstep: Class 33 contains 31271 members 
Mstep: Class 34 contains 7816 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5257 members 
Mstep: Class 37 contains 12435 members 
Mstep: Class 38 contains 4827 members 
Mstep: Class 39 contains 33892 members 
Mstep: Class 40 contains 7290 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8772 members 
Mstep: Class 43 contains 10645 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034680.000000 Penalty: 148360.000000
Iteration 95Q: 45 clusters Score -1.150347e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17189 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80606 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 4597 members 
Mstep: Class 9 contains 67009 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 11 contains 9724 members 
Mstep: Class 12 contains 4415 members 
Mstep: Class 13 contains 80689 members 
Mstep: Class 14 contains 3045 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 16 contains 92682 members 
Mstep: Class 17 contains 11787 members 
Mstep: Class 18 contains 2490 members 
Mstep: Class 19 contains 28251 members 
Mstep: Class 20 contains 4706 members 
Mstep: Class 21 contains 13074 members 
Mstep: Class 22 contains 41742 members 
Mstep: Class 23 contains 92578 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7279 members 
Mstep: Class 26 contains 30539 members 
Mstep: Class 27 contains 6683 members 
Mstep: Class 28 contains 11110 members 
Mstep: Class 29 contains 16709 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 10440 members 
Mstep: Class 33 contains 31228 members 
Mstep: Class 34 contains 7818 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5263 members 
Mstep: Class 37 contains 12407 members 
Mstep: Class 38 contains 4841 members 
Mstep: Class 39 contains 33862 members 
Mstep: Class 40 contains 7324 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8794 members 
Mstep: Class 43 contains 10651 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034864.000000 Penalty: 148360.000000
Iteration 96Q: 45 clusters Score -1.150349e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17158 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80627 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 4620 members 
Mstep: Class 9 contains 67021 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 11 contains 9751 members 
Mstep: Class 12 contains 4384 members 
Mstep: Class 13 contains 80711 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 92622 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 28246 members 
Mstep: Class 20 contains 4743 members 
Mstep: Class 21 contains 13088 members 
Mstep: Class 22 contains 41751 members 
Mstep: Class 23 contains 92557 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7309 members 
Mstep: Class 26 contains 30520 members 
Mstep: Class 27 contains 6678 members 
Mstep: Class 28 contains 11138 members 
Mstep: Class 29 contains 16650 members 
Mstep: Class 30 contains 7413 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 10466 members 
Mstep: Class 33 contains 31165 members 
Mstep: Class 34 contains 7822 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5273 members 
Mstep: Class 37 contains 12393 members 
Mstep: Class 38 contains 4867 members 
Mstep: Class 39 contains 33820 members 
Mstep: Class 40 contains 7350 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8808 members 
Mstep: Class 43 contains 10656 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035064.000000 Penalty: 148360.000000
Iteration 97Q: 45 clusters Score -1.150351e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17125 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 80648 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 4631 members 
Mstep: Class 9 contains 67036 members 
Mstep: Class 10 contains 14172 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 4360 members 
Mstep: Class 13 contains 80724 members 
Mstep: Class 14 contains 3067 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 92572 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 28240 members 
Mstep: Class 20 contains 4788 members 
Mstep: Class 21 contains 13105 members 
Mstep: Class 22 contains 41767 members 
Mstep: Class 23 contains 92545 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7333 members 
Mstep: Class 26 contains 30494 members 
Mstep: Class 27 contains 6677 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 16588 members 
Mstep: Class 30 contains 7427 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 10484 members 
Mstep: Class 33 contains 31112 members 
Mstep: Class 34 contains 7826 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5277 members 
Mstep: Class 37 contains 12382 members 
Mstep: Class 38 contains 4898 members 
Mstep: Class 39 contains 33788 members 
Mstep: Class 40 contains 7375 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8812 members 
Mstep: Class 43 contains 10664 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035040.000000 Penalty: 148360.000000
Iteration 98Q: 45 clusters Score -1.15035e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17097 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80663 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 4642 members 
Mstep: Class 9 contains 67057 members 
Mstep: Class 10 contains 14172 members 
Mstep: Class 11 contains 9797 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 80739 members 
Mstep: Class 14 contains 3077 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 16 contains 92509 members 
Mstep: Class 17 contains 11786 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 28241 members 
Mstep: Class 20 contains 4824 members 
Mstep: Class 21 contains 13113 members 
Mstep: Class 22 contains 41788 members 
Mstep: Class 23 contains 92521 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7367 members 
Mstep: Class 26 contains 30476 members 
Mstep: Class 27 contains 6674 members 
Mstep: Class 28 contains 11151 members 
Mstep: Class 29 contains 16537 members 
Mstep: Class 30 contains 7428 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 31067 members 
Mstep: Class 34 contains 7828 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5288 members 
Mstep: Class 37 contains 12380 members 
Mstep: Class 38 contains 4922 members 
Mstep: Class 39 contains 33758 members 
Mstep: Class 40 contains 7392 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8823 members 
Mstep: Class 43 contains 10666 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034952.000000 Penalty: 148360.000000
Iteration 99Q: 45 clusters Score -1.15035e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 270 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80678 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 67072 members 
Mstep: Class 10 contains 14167 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 80761 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 92471 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 28240 members 
Mstep: Class 20 contains 4849 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 22 contains 41794 members 
Mstep: Class 23 contains 92501 members 
Mstep: Class 24 contains 1788 members 
Mstep: Class 25 contains 7400 members 
Mstep: Class 26 contains 30456 members 
Mstep: Class 27 contains 6664 members 
Mstep: Class 28 contains 11158 members 
Mstep: Class 29 contains 16498 members 
Mstep: Class 30 contains 7438 members 
Mstep: Class 31 contains 1074 members 
Mstep: Class 32 contains 10512 members 
Mstep: Class 33 contains 31010 members 
Mstep: Class 34 contains 7828 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 5290 members 
Mstep: Class 37 contains 12367 members 
Mstep: Class 38 contains 4952 members 
Mstep: Class 39 contains 33740 members 
Mstep: Class 40 contains 7406 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 8824 members 
Mstep: Class 43 contains 10670 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035264.000000 Penalty: 148360.000000
Iteration 100F: 45 clusters Score -1.150353e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 265 members 
Mstep: Class 3 contains 2828 members 
Mstep: Class 4 contains 17045 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80689 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 4695 members 
Mstep: Class 9 contains 67083 members 
Mstep: Class 10 contains 14160 members 
Mstep: Class 11 contains 9829 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 80769 members 
Mstep: Class 14 contains 3104 members 
Mstep: Class 15 contains 726 members 
Mstep: Class 16 contains 92430 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 28223 members 
Mstep: Class 20 contains 4872 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 41789 members 
Mstep: Class 23 contains 92483 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7421 members 
Mstep: Class 26 contains 30442 members 
Mstep: Class 27 contains 6656 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 16465 members 
Mstep: Class 30 contains 7448 members 
Mstep: Class 31 contains 1088 members 
Mstep: Class 32 contains 10525 members 
Mstep: Class 33 contains 30959 members 
Mstep: Class 34 contains 7859 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5296 members 
Mstep: Class 37 contains 12362 members 
Mstep: Class 38 contains 5013 members 
Mstep: Class 39 contains 33720 members 
Mstep: Class 40 contains 7415 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 10675 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035792.000000 Penalty: 148360.000000
Iteration 101Q: 45 clusters Score -1.150358e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 250 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 17025 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 80698 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 4706 members 
Mstep: Class 9 contains 67089 members 
Mstep: Class 10 contains 14161 members 
Mstep: Class 11 contains 9844 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 80751 members 
Mstep: Class 14 contains 3124 members 
Mstep: Class 15 contains 724 members 
Mstep: Class 16 contains 92401 members 
Mstep: Class 17 contains 11781 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 28202 members 
Mstep: Class 20 contains 4899 members 
Mstep: Class 21 contains 13136 members 
Mstep: Class 22 contains 41789 members 
Mstep: Class 23 contains 92476 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7435 members 
Mstep: Class 26 contains 30418 members 
Mstep: Class 27 contains 6650 members 
Mstep: Class 28 contains 11205 members 
Mstep: Class 29 contains 16435 members 
Mstep: Class 30 contains 7465 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 30903 members 
Mstep: Class 34 contains 7879 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5308 members 
Mstep: Class 37 contains 12352 members 
Mstep: Class 38 contains 5061 members 
Mstep: Class 39 contains 33710 members 
Mstep: Class 40 contains 7423 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8849 members 
Mstep: Class 43 contains 10682 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035944.000000 Penalty: 148360.000000
Iteration 102Q: 45 clusters Score -1.150359e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 17006 members 
Mstep: Class 5 contains 8561 members 
Mstep: Class 6 contains 80711 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 67096 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 9861 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 80739 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 92370 members 
Mstep: Class 17 contains 11778 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 28184 members 
Mstep: Class 20 contains 4930 members 
Mstep: Class 21 contains 13141 members 
Mstep: Class 22 contains 41786 members 
Mstep: Class 23 contains 92453 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7451 members 
Mstep: Class 26 contains 30404 members 
Mstep: Class 27 contains 6647 members 
Mstep: Class 28 contains 11243 members 
Mstep: Class 29 contains 16403 members 
Mstep: Class 30 contains 7475 members 
Mstep: Class 31 contains 1121 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 30835 members 
Mstep: Class 34 contains 7889 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5313 members 
Mstep: Class 37 contains 12340 members 
Mstep: Class 38 contains 5113 members 
Mstep: Class 39 contains 33690 members 
Mstep: Class 40 contains 7435 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8858 members 
Mstep: Class 43 contains 10687 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036072.000000 Penalty: 148360.000000
Iteration 103Q: 45 clusters Score -1.150361e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 237 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16994 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 80713 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 67099 members 
Mstep: Class 10 contains 14176 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 80694 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 92368 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 28178 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 13148 members 
Mstep: Class 22 contains 41789 members 
Mstep: Class 23 contains 92443 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7471 members 
Mstep: Class 26 contains 30380 members 
Mstep: Class 27 contains 6644 members 
Mstep: Class 28 contains 11275 members 
Mstep: Class 29 contains 16370 members 
Mstep: Class 30 contains 7480 members 
Mstep: Class 31 contains 1137 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 30780 members 
Mstep: Class 34 contains 7893 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5314 members 
Mstep: Class 37 contains 12332 members 
Mstep: Class 38 contains 5167 members 
Mstep: Class 39 contains 33684 members 
Mstep: Class 40 contains 7444 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8853 members 
Mstep: Class 43 contains 10694 members 
Mstep: Class 44 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036464.000000 Penalty: 148360.000000
Iteration 104Q: 45 clusters Score -1.150365e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 232 members 
Mstep: Class 3 contains 2825 members 
Mstep: Class 4 contains 16990 members 
Mstep: Class 5 contains 8560 members 
Mstep: Class 6 contains 80724 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 67113 members 
Mstep: Class 10 contains 14179 members 
Mstep: Class 11 contains 9881 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 80670 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 92359 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 28168 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 13155 members 
Mstep: Class 22 contains 41779 members 
Mstep: Class 23 contains 92430 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7490 members 
Mstep: Class 26 contains 30360 members 
Mstep: Class 27 contains 6642 members 
Mstep: Class 28 contains 11290 members 
Mstep: Class 29 contains 16335 members 
Mstep: Class 30 contains 7475 members 
Mstep: Class 31 contains 1141 members 
Mstep: Class 32 contains 10545 members 
Mstep: Class 33 contains 30701 members 
Mstep: Class 34 contains 7899 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5328 members 
Mstep: Class 37 contains 12322 members 
Mstep: Class 38 contains 5239 members 
Mstep: Class 39 contains 33667 members 
Mstep: Class 40 contains 7460 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8840 members 
Mstep: Class 43 contains 10701 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036768.000000 Penalty: 148360.000000
Iteration 105Q: 45 clusters Score -1.150368e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 229 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 16984 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80737 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 67122 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 80649 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 92341 members 
Mstep: Class 17 contains 11765 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 28164 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 13159 members 
Mstep: Class 22 contains 41778 members 
Mstep: Class 23 contains 92425 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7499 members 
Mstep: Class 26 contains 30329 members 
Mstep: Class 27 contains 6639 members 
Mstep: Class 28 contains 11305 members 
Mstep: Class 29 contains 16305 members 
Mstep: Class 30 contains 7456 members 
Mstep: Class 31 contains 1146 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 30606 members 
Mstep: Class 34 contains 7895 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5348 members 
Mstep: Class 37 contains 12315 members 
Mstep: Class 38 contains 5334 members 
Mstep: Class 39 contains 33650 members 
Mstep: Class 40 contains 7471 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8832 members 
Mstep: Class 43 contains 10711 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036936.000000 Penalty: 148360.000000
Iteration 106Q: 45 clusters Score -1.150369e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 16985 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 80753 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 67139 members 
Mstep: Class 10 contains 14185 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 4133 members 
Mstep: Class 13 contains 80630 members 
Mstep: Class 14 contains 3254 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 92334 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 28155 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 13166 members 
Mstep: Class 22 contains 41768 members 
Mstep: Class 23 contains 92421 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7514 members 
Mstep: Class 26 contains 30288 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 11333 members 
Mstep: Class 29 contains 16274 members 
Mstep: Class 30 contains 7422 members 
Mstep: Class 31 contains 1151 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 30544 members 
Mstep: Class 34 contains 7884 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5356 members 
Mstep: Class 37 contains 12297 members 
Mstep: Class 38 contains 5423 members 
Mstep: Class 39 contains 33630 members 
Mstep: Class 40 contains 7485 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8839 members 
Mstep: Class 43 contains 10719 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037392.000000 Penalty: 148360.000000
Iteration 107Q: 45 clusters Score -1.150374e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 16990 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 80774 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 67147 members 
Mstep: Class 10 contains 14196 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 80611 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 92327 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28149 members 
Mstep: Class 20 contains 5068 members 
Mstep: Class 21 contains 13169 members 
Mstep: Class 22 contains 41753 members 
Mstep: Class 23 contains 92401 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 30254 members 
Mstep: Class 27 contains 6637 members 
Mstep: Class 28 contains 11354 members 
Mstep: Class 29 contains 16255 members 
Mstep: Class 30 contains 7416 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 10559 members 
Mstep: Class 33 contains 30480 members 
Mstep: Class 34 contains 7877 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5361 members 
Mstep: Class 37 contains 12288 members 
Mstep: Class 38 contains 5502 members 
Mstep: Class 39 contains 33609 members 
Mstep: Class 40 contains 7496 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8847 members 
Mstep: Class 43 contains 10732 members 
Mstep: Class 44 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037440.000000 Penalty: 148360.000000
Iteration 108Q: 45 clusters Score -1.150374e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 16989 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 80777 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 4781 members 
Mstep: Class 9 contains 67151 members 
Mstep: Class 10 contains 14213 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 80624 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 92320 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 2439 members 
Mstep: Class 19 contains 28143 members 
Mstep: Class 20 contains 5087 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 41740 members 
Mstep: Class 23 contains 92383 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 30237 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 11387 members 
Mstep: Class 29 contains 16233 members 
Mstep: Class 30 contains 7405 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 30443 members 
Mstep: Class 34 contains 7872 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5372 members 
Mstep: Class 37 contains 12284 members 
Mstep: Class 38 contains 5529 members 
Mstep: Class 39 contains 33593 members 
Mstep: Class 40 contains 7501 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8846 members 
Mstep: Class 43 contains 10740 members 
Mstep: Class 44 contains 1080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037592.000000 Penalty: 148360.000000
Iteration 109Q: 45 clusters Score -1.150376e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16984 members 
Mstep: Class 5 contains 8567 members 
Mstep: Class 6 contains 80781 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 67158 members 
Mstep: Class 10 contains 14223 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 4003 members 
Mstep: Class 13 contains 80620 members 
Mstep: Class 14 contains 3329 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 92308 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 28141 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 13184 members 
Mstep: Class 22 contains 41724 members 
Mstep: Class 23 contains 92365 members 
Mstep: Class 24 contains 1790 members 
Mstep: Class 25 contains 7530 members 
Mstep: Class 26 contains 30223 members 
Mstep: Class 27 contains 6636 members 
Mstep: Class 28 contains 11420 members 
Mstep: Class 29 contains 16215 members 
Mstep: Class 30 contains 7389 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10570 members 
Mstep: Class 33 contains 30429 members 
Mstep: Class 34 contains 7866 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5379 members 
Mstep: Class 37 contains 12273 members 
Mstep: Class 38 contains 5555 members 
Mstep: Class 39 contains 33577 members 
Mstep: Class 40 contains 7510 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8848 members 
Mstep: Class 43 contains 10751 members 
Mstep: Class 44 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037696.000000 Penalty: 148360.000000
Iteration 110Q: 45 clusters Score -1.150377e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16979 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 80764 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 4799 members 
Mstep: Class 9 contains 67161 members 
Mstep: Class 10 contains 14233 members 
Mstep: Class 11 contains 9967 members 
Mstep: Class 12 contains 3971 members 
Mstep: Class 13 contains 80618 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 704 members 
Mstep: Class 16 contains 92299 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 28134 members 
Mstep: Class 20 contains 5119 members 
Mstep: Class 21 contains 13184 members 
Mstep: Class 22 contains 41719 members 
Mstep: Class 23 contains 92351 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7539 members 
Mstep: Class 26 contains 30196 members 
Mstep: Class 27 contains 6634 members 
Mstep: Class 28 contains 11462 members 
Mstep: Class 29 contains 16195 members 
Mstep: Class 30 contains 7383 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10574 members 
Mstep: Class 33 contains 30403 members 
Mstep: Class 34 contains 7863 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5375 members 
Mstep: Class 37 contains 12263 members 
Mstep: Class 38 contains 5604 members 
Mstep: Class 39 contains 33564 members 
Mstep: Class 40 contains 7521 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8853 members 
Mstep: Class 43 contains 10758 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037752.000000 Penalty: 148360.000000
Iteration 111Q: 45 clusters Score -1.150378e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 226 members 
Mstep: Class 3 contains 2821 members 
Mstep: Class 4 contains 16979 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 80749 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 67163 members 
Mstep: Class 10 contains 14241 members 
Mstep: Class 11 contains 9979 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 80623 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 92282 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 28142 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 13190 members 
Mstep: Class 22 contains 41710 members 
Mstep: Class 23 contains 92343 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7538 members 
Mstep: Class 26 contains 30174 members 
Mstep: Class 27 contains 6633 members 
Mstep: Class 28 contains 11499 members 
Mstep: Class 29 contains 16185 members 
Mstep: Class 30 contains 7370 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10581 members 
Mstep: Class 33 contains 30383 members 
Mstep: Class 34 contains 7864 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 5371 members 
Mstep: Class 37 contains 12251 members 
Mstep: Class 38 contains 5659 members 
Mstep: Class 39 contains 33543 members 
Mstep: Class 40 contains 7531 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8852 members 
Mstep: Class 43 contains 10765 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037856.000000 Penalty: 148360.000000
Iteration 112Q: 45 clusters Score -1.150379e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16986 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 80740 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 67160 members 
Mstep: Class 10 contains 14237 members 
Mstep: Class 11 contains 9991 members 
Mstep: Class 12 contains 3896 members 
Mstep: Class 13 contains 80625 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 92266 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 2443 members 
Mstep: Class 19 contains 28150 members 
Mstep: Class 20 contains 5146 members 
Mstep: Class 21 contains 13198 members 
Mstep: Class 22 contains 41705 members 
Mstep: Class 23 contains 92331 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7542 members 
Mstep: Class 26 contains 30162 members 
Mstep: Class 27 contains 6629 members 
Mstep: Class 28 contains 11524 members 
Mstep: Class 29 contains 16162 members 
Mstep: Class 30 contains 7361 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 30369 members 
Mstep: Class 34 contains 7861 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5379 members 
Mstep: Class 37 contains 12233 members 
Mstep: Class 38 contains 5704 members 
Mstep: Class 39 contains 33520 members 
Mstep: Class 40 contains 7540 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8854 members 
Mstep: Class 43 contains 10765 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037832.000000 Penalty: 148360.000000
Iteration 113Q: 45 clusters Score -1.150378e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16984 members 
Mstep: Class 5 contains 8566 members 
Mstep: Class 6 contains 80739 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 4816 members 
Mstep: Class 9 contains 67156 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 9997 members 
Mstep: Class 12 contains 3855 members 
Mstep: Class 13 contains 80616 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 92261 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 28155 members 
Mstep: Class 20 contains 5163 members 
Mstep: Class 21 contains 13200 members 
Mstep: Class 22 contains 41704 members 
Mstep: Class 23 contains 92320 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7546 members 
Mstep: Class 26 contains 30151 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11556 members 
Mstep: Class 29 contains 16158 members 
Mstep: Class 30 contains 7342 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10593 members 
Mstep: Class 33 contains 30342 members 
Mstep: Class 34 contains 7862 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5382 members 
Mstep: Class 37 contains 12215 members 
Mstep: Class 38 contains 5752 members 
Mstep: Class 39 contains 33508 members 
Mstep: Class 40 contains 7547 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8857 members 
Mstep: Class 43 contains 10772 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038080.000000 Penalty: 148360.000000
Iteration 114Q: 45 clusters Score -1.150381e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16983 members 
Mstep: Class 5 contains 8565 members 
Mstep: Class 6 contains 80732 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 4815 members 
Mstep: Class 9 contains 67145 members 
Mstep: Class 10 contains 14244 members 
Mstep: Class 11 contains 10006 members 
Mstep: Class 12 contains 3803 members 
Mstep: Class 13 contains 80624 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 92239 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28160 members 
Mstep: Class 20 contains 5175 members 
Mstep: Class 21 contains 13202 members 
Mstep: Class 22 contains 41699 members 
Mstep: Class 23 contains 92306 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7547 members 
Mstep: Class 26 contains 30142 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11599 members 
Mstep: Class 29 contains 16137 members 
Mstep: Class 30 contains 7312 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10600 members 
Mstep: Class 33 contains 30325 members 
Mstep: Class 34 contains 7857 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5396 members 
Mstep: Class 37 contains 12206 members 
Mstep: Class 38 contains 5798 members 
Mstep: Class 39 contains 33496 members 
Mstep: Class 40 contains 7553 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8859 members 
Mstep: Class 43 contains 10782 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038120.000000 Penalty: 148360.000000
Iteration 115Q: 45 clusters Score -1.150381e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16978 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 80725 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 4813 members 
Mstep: Class 9 contains 67143 members 
Mstep: Class 10 contains 14251 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 3748 members 
Mstep: Class 13 contains 80634 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 682 members 
Mstep: Class 16 contains 92212 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 5186 members 
Mstep: Class 21 contains 13205 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 92298 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7546 members 
Mstep: Class 26 contains 30142 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 11654 members 
Mstep: Class 29 contains 16124 members 
Mstep: Class 30 contains 7275 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10605 members 
Mstep: Class 33 contains 30316 members 
Mstep: Class 34 contains 7854 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5399 members 
Mstep: Class 37 contains 12194 members 
Mstep: Class 38 contains 5827 members 
Mstep: Class 39 contains 33482 members 
Mstep: Class 40 contains 7559 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8864 members 
Mstep: Class 43 contains 10787 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038400.000000 Penalty: 148360.000000
Iteration 116Q: 45 clusters Score -1.150384e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16982 members 
Mstep: Class 5 contains 8564 members 
Mstep: Class 6 contains 80720 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 67142 members 
Mstep: Class 10 contains 14256 members 
Mstep: Class 11 contains 10015 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 80647 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 92202 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 28169 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 41694 members 
Mstep: Class 23 contains 92288 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7549 members 
Mstep: Class 26 contains 30127 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 11689 members 
Mstep: Class 29 contains 16112 members 
Mstep: Class 30 contains 7214 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10608 members 
Mstep: Class 33 contains 30300 members 
Mstep: Class 34 contains 7849 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5399 members 
Mstep: Class 37 contains 12185 members 
Mstep: Class 38 contains 5858 members 
Mstep: Class 39 contains 33468 members 
Mstep: Class 40 contains 7566 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8866 members 
Mstep: Class 43 contains 10791 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038512.000000 Penalty: 148360.000000
Iteration 117Q: 45 clusters Score -1.150385e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16994 members 
Mstep: Class 5 contains 8563 members 
Mstep: Class 6 contains 80719 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 67138 members 
Mstep: Class 10 contains 14266 members 
Mstep: Class 11 contains 10016 members 
Mstep: Class 12 contains 3658 members 
Mstep: Class 13 contains 80646 members 
Mstep: Class 14 contains 3716 members 
Mstep: Class 15 contains 679 members 
Mstep: Class 16 contains 92177 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28172 members 
Mstep: Class 20 contains 5205 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 92282 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7555 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11717 members 
Mstep: Class 29 contains 16099 members 
Mstep: Class 30 contains 7147 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10612 members 
Mstep: Class 33 contains 30286 members 
Mstep: Class 34 contains 7848 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5400 members 
Mstep: Class 37 contains 12177 members 
Mstep: Class 38 contains 5898 members 
Mstep: Class 39 contains 33451 members 
Mstep: Class 40 contains 7567 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8865 members 
Mstep: Class 43 contains 10794 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038440.000000 Penalty: 148360.000000
Iteration 118Q: 45 clusters Score -1.150384e+08 nChanged 565
Entering ConstructFrom: 
Score: -115038440.000000 Penalty: 148360.000000
Entering ConstructFrom: 
Trying to split cluster 1 (861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Entering Unmasked Estep 
Score: -97983.164062 Penalty: 1676.007446
	Iteration 0F: 2 clusters Score -97983.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96371.085938 Penalty: 3352.014893
	Iteration 0F: 3 clusters Score -96371.09 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96758.539062 Penalty: 3352.014893
	Iteration 1F: 3 clusters Score -96758.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96912.929688 Penalty: 3352.014893
	Iteration 2F: 3 clusters Score -96912.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96987.539062 Penalty: 3352.014893
	Iteration 3F: 3 clusters Score -96987.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97101.484375 Penalty: 3352.014893
	Iteration 4Q: 3 clusters Score -97101.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -97218.617188 Penalty: 3352.014893
	Iteration 5F: 3 clusters Score -97218.62 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97324.453125 Penalty: 3352.014893
	Iteration 6F: 3 clusters Score -97324.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97457.898438 Penalty: 3352.014893
	Iteration 7Q: 3 clusters Score -97457.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -97545.156250 Penalty: 3352.014893
	Iteration 8Q: 3 clusters Score -97545.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97600.171875 Penalty: 3352.014893
	Iteration 9Q: 3 clusters Score -97600.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97618.914062 Penalty: 3352.014893
	Iteration 10Q: 3 clusters Score -97618.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -97629.203125 Penalty: 3352.014893
	Iteration 11Q: 3 clusters Score -97629.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -97656.515625 Penalty: 3352.014893
	Iteration 12Q: 3 clusters Score -97656.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -97695.750000 Penalty: 3352.014893
	Iteration 13Q: 3 clusters Score -97695.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -97758.812500 Penalty: 3352.014893
	Iteration 14Q: 3 clusters Score -97758.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -97769.265625 Penalty: 3352.014893
	Iteration 15Q: 3 clusters Score -97769.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -97781.046875 Penalty: 3352.014893
	Iteration 16Q: 3 clusters Score -97781.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -97783.820312 Penalty: 3352.014893
	Iteration 17Q: 3 clusters Score -97783.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97784.492188 Penalty: 3352.014893
	Iteration 18Q: 3 clusters Score -97784.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -97801.320312 Penalty: 3352.014893
	Iteration 19F: 3 clusters Score -97801.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97865.601562 Penalty: 3352.014893
	Iteration 20F: 3 clusters Score -97865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -97923.265625 Penalty: 3352.014893
	Iteration 21Q: 3 clusters Score -97923.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -98013.125000 Penalty: 3352.014893
	Iteration 22Q: 3 clusters Score -98013.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98019.140625 Penalty: 3352.014893
	Iteration 23Q: 3 clusters Score -98019.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -98022.812500 Penalty: 3352.014893
	Iteration 24Q: 3 clusters Score -98022.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -98026.476562 Penalty: 3352.014893
	Iteration 25Q: 3 clusters Score -98026.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -98027.468750 Penalty: 3352.014893
	Iteration 26Q: 3 clusters Score -98027.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -98027.468750 Penalty: 3352.014893
	Iteration 27F: 3 clusters Score -98027.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5407 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 660 members 
Entering Unmasked Estep 
Score: -115037192.000000 Penalty: 151731.828125
Splitting cluster 1 changes total score from -115038440.000000 to -115037192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -21621.013672 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -21621.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20663.753906 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -20663.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20905.027344 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -20905.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20937.181641 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -20937.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20966.169922 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -20966.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20971.791016 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -20971.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20971.791016 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -20971.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -400482.718750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -400482.7 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 1402 members 
Entering Unmasked Estep 
Score: -397382.437500 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -397382.4 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -398034.875000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -398034.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -398308.312500 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -398308.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -398540.718750 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -398540.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -398746.906250 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -398746.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -398915.500000 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -398915.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -399042.843750 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -399042.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -399120.093750 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -399120.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -399156.750000 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -399156.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -399183.656250 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -399183.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -399202.875000 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -399202.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -399212.125000 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -399212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -399221.187500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -399221.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -399233.812500 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -399233.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -399245.218750 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -399245.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -399253.656250 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -399253.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -399258.500000 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -399258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -399265.531250 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -399265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -399270.812500 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -399270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -399275.531250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -399275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -399280.062500 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -399280.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -399285.343750 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -399285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -399287.531250 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -399287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -399287.750000 Penalty: 3940.819580
	Iteration 23Q: 3 clusters Score -399287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -399288.125000 Penalty: 3940.819580
	Iteration 24Q: 3 clusters Score -399288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -399289.875000 Penalty: 3940.819580
	Iteration 25Q: 3 clusters Score -399289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -399289.968750 Penalty: 3940.819580
	Iteration 26Q: 3 clusters Score -399290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -399290.562500 Penalty: 3940.819580
	Iteration 27Q: 3 clusters Score -399290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -399291.125000 Penalty: 3940.819580
	Iteration 28Q: 3 clusters Score -399291.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -399291.593750 Penalty: 3940.819580
	Iteration 29Q: 3 clusters Score -399291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -399291.593750 Penalty: 3940.819580
	Iteration 30F: 3 clusters Score -399291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Entering Unmasked Estep 
Score: -2502423.500000 Penalty: 2415.701904
	Iteration 0F: 2 clusters Score -2502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2490268.250000 Penalty: 4831.403809
	Iteration 0F: 3 clusters Score -2490268 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2494322.250000 Penalty: 4831.403809
	Iteration 1F: 3 clusters Score -2494322 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2494733.750000 Penalty: 4831.403809
	Iteration 2F: 3 clusters Score -2494734 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2495093.750000 Penalty: 4831.403809
	Iteration 3F: 3 clusters Score -2495094 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2495463.250000 Penalty: 4831.403809
	Iteration 4Q: 3 clusters Score -2495463 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2495836.000000 Penalty: 4831.403809
	Iteration 5Q: 3 clusters Score -2495836 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2496220.000000 Penalty: 4831.403809
	Iteration 6Q: 3 clusters Score -2496220 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2496612.750000 Penalty: 4831.403809
	Iteration 7Q: 3 clusters Score -2496613 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2497026.000000 Penalty: 4831.403809
	Iteration 8Q: 3 clusters Score -2497026 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2497459.250000 Penalty: 4831.403809
	Iteration 9Q: 3 clusters Score -2497459 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2497878.500000 Penalty: 4831.403809
	Iteration 10Q: 3 clusters Score -2497878 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2498319.000000 Penalty: 4831.403809
	Iteration 11Q: 3 clusters Score -2498319 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2498699.750000 Penalty: 4831.403809
	Iteration 12Q: 3 clusters Score -2498700 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2499052.000000 Penalty: 4831.403809
	Iteration 13Q: 3 clusters Score -2499052 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2499360.250000 Penalty: 4831.403809
	Iteration 14Q: 3 clusters Score -2499360 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2499602.250000 Penalty: 4831.403809
	Iteration 15Q: 3 clusters Score -2499602 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2499816.250000 Penalty: 4831.403809
	Iteration 16Q: 3 clusters Score -2499816 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2499983.250000 Penalty: 4831.403809
	Iteration 17Q: 3 clusters Score -2499983 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2500118.500000 Penalty: 4831.403809
	Iteration 18Q: 3 clusters Score -2500118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2500231.750000 Penalty: 4831.403809
	Iteration 19Q: 3 clusters Score -2500232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2500316.250000 Penalty: 4831.403809
	Iteration 20F: 3 clusters Score -2500316 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2500370.250000 Penalty: 4831.403809
	Iteration 21Q: 3 clusters Score -2500370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2500414.000000 Penalty: 4831.403809
	Iteration 22Q: 3 clusters Score -2500414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2500438.250000 Penalty: 4831.403809
	Iteration 23Q: 3 clusters Score -2500438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2500442.250000 Penalty: 4831.403809
	Iteration 24Q: 3 clusters Score -2500442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2500455.500000 Penalty: 4831.403809
	Iteration 25Q: 3 clusters Score -2500456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2500464.000000 Penalty: 4831.403809
	Iteration 26Q: 3 clusters Score -2500464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2500480.250000 Penalty: 4831.403809
	Iteration 27Q: 3 clusters Score -2500480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2500489.500000 Penalty: 4831.403809
	Iteration 28Q: 3 clusters Score -2500490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2500491.000000 Penalty: 4831.403809
	Iteration 29Q: 3 clusters Score -2500491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2500495.250000 Penalty: 4831.403809
	Iteration 30Q: 3 clusters Score -2500495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2500498.250000 Penalty: 4831.403809
	Iteration 31Q: 3 clusters Score -2500498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2500499.250000 Penalty: 4831.403809
	Iteration 32Q: 3 clusters Score -2500499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2500499.000000 Penalty: 4831.403809
	Iteration 33Q: 3 clusters Score -2500499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2500500.000000 Penalty: 4831.403809
	Iteration 34Q: 3 clusters Score -2500500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2500505.750000 Penalty: 4831.403809
	Iteration 35Q: 3 clusters Score -2500506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2500508.250000 Penalty: 4831.403809
	Iteration 36Q: 3 clusters Score -2500508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2500514.000000 Penalty: 4831.403809
	Iteration 37Q: 3 clusters Score -2500514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2500515.750000 Penalty: 4831.403809
	Iteration 38Q: 3 clusters Score -2500516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2500518.500000 Penalty: 4831.403809
	Iteration 39Q: 3 clusters Score -2500518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2500521.250000 Penalty: 4831.403809
	Iteration 40F: 3 clusters Score -2500521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2500526.750000 Penalty: 4831.403809
	Iteration 41Q: 3 clusters Score -2500527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2500528.750000 Penalty: 4831.403809
	Iteration 42Q: 3 clusters Score -2500529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2500531.250000 Penalty: 4831.403809
	Iteration 43Q: 3 clusters Score -2500531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2500531.250000 Penalty: 4831.403809
	Iteration 44Q: 3 clusters Score -2500531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2500534.000000 Penalty: 4831.403809
	Iteration 45Q: 3 clusters Score -2500534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2500537.500000 Penalty: 4831.403809
	Iteration 46Q: 3 clusters Score -2500538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2500544.750000 Penalty: 4831.403809
	Iteration 47Q: 3 clusters Score -2500545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2500545.000000 Penalty: 4831.403809
	Iteration 48Q: 3 clusters Score -2500545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2500549.750000 Penalty: 4831.403809
	Iteration 49Q: 3 clusters Score -2500550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2500553.000000 Penalty: 4831.403809
	Iteration 50Q: 3 clusters Score -2500553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2500553.000000 Penalty: 4831.403809
	Iteration 51F: 3 clusters Score -2500553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Entering Unmasked Estep 
Score: -1274402.000000 Penalty: 2245.662109
	Iteration 0F: 2 clusters Score -1274402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1267571.625000 Penalty: 4491.324219
	Iteration 0F: 3 clusters Score -1267572 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1269578.750000 Penalty: 4491.324219
	Iteration 1F: 3 clusters Score -1269579 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1270008.250000 Penalty: 4491.324219
	Iteration 2F: 3 clusters Score -1270008 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1270355.250000 Penalty: 4491.324219
	Iteration 3F: 3 clusters Score -1270355 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1270668.750000 Penalty: 4491.324219
	Iteration 4F: 3 clusters Score -1270669 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1270939.250000 Penalty: 4491.324219
	Iteration 5F: 3 clusters Score -1270939 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1271152.875000 Penalty: 4491.324219
	Iteration 6Q: 3 clusters Score -1271153 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1271332.125000 Penalty: 4491.324219
	Iteration 7Q: 3 clusters Score -1271332 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1271449.000000 Penalty: 4491.324219
	Iteration 8Q: 3 clusters Score -1271449 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1271535.875000 Penalty: 4491.324219
	Iteration 9Q: 3 clusters Score -1271536 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1271599.500000 Penalty: 4491.324219
	Iteration 10Q: 3 clusters Score -1271600 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1271655.000000 Penalty: 4491.324219
	Iteration 11Q: 3 clusters Score -1271655 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1271699.250000 Penalty: 4491.324219
	Iteration 12Q: 3 clusters Score -1271699 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1271736.875000 Penalty: 4491.324219
	Iteration 13Q: 3 clusters Score -1271737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1271763.625000 Penalty: 4491.324219
	Iteration 14Q: 3 clusters Score -1271764 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1271788.375000 Penalty: 4491.324219
	Iteration 15Q: 3 clusters Score -1271788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1271810.625000 Penalty: 4491.324219
	Iteration 16Q: 3 clusters Score -1271811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1271825.500000 Penalty: 4491.324219
	Iteration 17Q: 3 clusters Score -1271826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1271846.000000 Penalty: 4491.324219
	Iteration 18Q: 3 clusters Score -1271846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1271863.250000 Penalty: 4491.324219
	Iteration 19Q: 3 clusters Score -1271863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1271876.375000 Penalty: 4491.324219
	Iteration 20F: 3 clusters Score -1271876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1271889.625000 Penalty: 4491.324219
	Iteration 21Q: 3 clusters Score -1271890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1271900.750000 Penalty: 4491.324219
	Iteration 22Q: 3 clusters Score -1271901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1271916.250000 Penalty: 4491.324219
	Iteration 23Q: 3 clusters Score -1271916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1271937.125000 Penalty: 4491.324219
	Iteration 24Q: 3 clusters Score -1271937 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1271963.250000 Penalty: 4491.324219
	Iteration 25Q: 3 clusters Score -1271963 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1271994.000000 Penalty: 4491.324219
	Iteration 26Q: 3 clusters Score -1271994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1272022.750000 Penalty: 4491.324219
	Iteration 27Q: 3 clusters Score -1272023 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1272044.500000 Penalty: 4491.324219
	Iteration 28Q: 3 clusters Score -1272044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1272080.000000 Penalty: 4491.324219
	Iteration 29Q: 3 clusters Score -1272080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1272111.625000 Penalty: 4491.324219
	Iteration 30Q: 3 clusters Score -1272112 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1272153.875000 Penalty: 4491.324219
	Iteration 31Q: 3 clusters Score -1272154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1272198.750000 Penalty: 4491.324219
	Iteration 32Q: 3 clusters Score -1272199 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1272257.625000 Penalty: 4491.324219
	Iteration 33Q: 3 clusters Score -1272258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1272317.000000 Penalty: 4491.324219
	Iteration 34Q: 3 clusters Score -1272317 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1272375.000000 Penalty: 4491.324219
	Iteration 35Q: 3 clusters Score -1272375 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1272427.875000 Penalty: 4491.324219
	Iteration 36Q: 3 clusters Score -1272428 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1272501.375000 Penalty: 4491.324219
	Iteration 37Q: 3 clusters Score -1272501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1272585.375000 Penalty: 4491.324219
	Iteration 38Q: 3 clusters Score -1272585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1272654.500000 Penalty: 4491.324219
	Iteration 39Q: 3 clusters Score -1272654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1272708.125000 Penalty: 4491.324219
	Iteration 40F: 3 clusters Score -1272708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1272762.625000 Penalty: 4491.324219
	Iteration 41Q: 3 clusters Score -1272763 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1272810.375000 Penalty: 4491.324219
	Iteration 42Q: 3 clusters Score -1272810 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1272850.625000 Penalty: 4491.324219
	Iteration 43Q: 3 clusters Score -1272851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1272889.000000 Penalty: 4491.324219
	Iteration 44Q: 3 clusters Score -1272889 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1272917.000000 Penalty: 4491.324219
	Iteration 45Q: 3 clusters Score -1272917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1272938.375000 Penalty: 4491.324219
	Iteration 46Q: 3 clusters Score -1272938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1272955.375000 Penalty: 4491.324219
	Iteration 47Q: 3 clusters Score -1272955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1272969.125000 Penalty: 4491.324219
	Iteration 48Q: 3 clusters Score -1272969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1272990.000000 Penalty: 4491.324219
	Iteration 49Q: 3 clusters Score -1272990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1272997.875000 Penalty: 4491.324219
	Iteration 50Q: 3 clusters Score -1272998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1273002.500000 Penalty: 4491.324219
	Iteration 51Q: 3 clusters Score -1273002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1273006.000000 Penalty: 4491.324219
	Iteration 52Q: 3 clusters Score -1273006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1273010.875000 Penalty: 4491.324219
	Iteration 53Q: 3 clusters Score -1273011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1273014.000000 Penalty: 4491.324219
	Iteration 54Q: 3 clusters Score -1273014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1273018.875000 Penalty: 4491.324219
	Iteration 55Q: 3 clusters Score -1273019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1273018.500000 Penalty: 4491.324219
	Iteration 56Q: 3 clusters Score -1273018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1273019.625000 Penalty: 4491.324219
	Iteration 57Q: 3 clusters Score -1273020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1273019.625000 Penalty: 4491.324219
	Iteration 58F: 3 clusters Score -1273020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Entering Unmasked Estep 
Score: -12031045.000000 Penalty: 2802.035645
	Iteration 0F: 2 clusters Score -1.203104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -11976712.000000 Penalty: 5604.071289
	Iteration 0F: 3 clusters Score -1.197671e+07 nChanged 38188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -11998558.000000 Penalty: 5604.071289
	Iteration 1F: 3 clusters Score -1.199856e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -11999413.000000 Penalty: 5604.071289
	Iteration 2Q: 3 clusters Score -1.199941e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -12000530.000000 Penalty: 5604.071289
	Iteration 3Q: 3 clusters Score -1.200053e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -12002072.000000 Penalty: 5604.071289
	Iteration 4Q: 3 clusters Score -1.200207e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -12004159.000000 Penalty: 5604.071289
	Iteration 5F: 3 clusters Score -1.200416e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -12007454.000000 Penalty: 5604.071289
	Iteration 6F: 3 clusters Score -1.200745e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -12012049.000000 Penalty: 5604.071289
	Iteration 7F: 3 clusters Score -1.201205e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -12017201.000000 Penalty: 5604.071289
	Iteration 8F: 3 clusters Score -1.20172e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70764 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -12021782.000000 Penalty: 5604.071289
	Iteration 9F: 3 clusters Score -1.202178e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -12025024.000000 Penalty: 5604.071289
	Iteration 10Q: 3 clusters Score -1.202502e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -12026870.000000 Penalty: 5604.071289
	Iteration 11Q: 3 clusters Score -1.202687e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -12027949.000000 Penalty: 5604.071289
	Iteration 12Q: 3 clusters Score -1.202795e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78523 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -12028546.000000 Penalty: 5604.071289
	Iteration 13Q: 3 clusters Score -1.202855e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78998 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12028919.000000 Penalty: 5604.071289
	Iteration 14Q: 3 clusters Score -1.202892e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12029111.000000 Penalty: 5604.071289
	Iteration 15Q: 3 clusters Score -1.202911e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -12029228.000000 Penalty: 5604.071289
	Iteration 16Q: 3 clusters Score -1.202923e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79614 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12029345.000000 Penalty: 5604.071289
	Iteration 17Q: 3 clusters Score -1.202934e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12029438.000000 Penalty: 5604.071289
	Iteration 18Q: 3 clusters Score -1.202944e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12029487.000000 Penalty: 5604.071289
	Iteration 19Q: 3 clusters Score -1.202949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12029527.000000 Penalty: 5604.071289
	Iteration 20F: 3 clusters Score -1.202953e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -12029527.000000 Penalty: 5604.071289
	Iteration 21Q: 3 clusters Score -1.202953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79829 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -12029541.000000 Penalty: 5604.071289
	Iteration 22Q: 3 clusters Score -1.202954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -12029542.000000 Penalty: 5604.071289
	Iteration 23Q: 3 clusters Score -1.202954e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12029551.000000 Penalty: 5604.071289
	Iteration 24Q: 3 clusters Score -1.202955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12029549.000000 Penalty: 5604.071289
	Iteration 25Q: 3 clusters Score -1.202955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12029558.000000 Penalty: 5604.071289
	Iteration 26Q: 3 clusters Score -1.202956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79860 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12029552.000000 Penalty: 5604.071289
	Iteration 27Q: 3 clusters Score -1.202955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12029561.000000 Penalty: 5604.071289
	Iteration 28Q: 3 clusters Score -1.202956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12029554.000000 Penalty: 5604.071289
	Iteration 29Q: 3 clusters Score -1.202955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12029564.000000 Penalty: 5604.071289
	Iteration 30Q: 3 clusters Score -1.202956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12029571.000000 Penalty: 5604.071289
	Iteration 31Q: 3 clusters Score -1.202957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12029569.000000 Penalty: 5604.071289
	Iteration 32Q: 3 clusters Score -1.202957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12029569.000000 Penalty: 5604.071289
	Iteration 33F: 3 clusters Score -1.202957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Entering Unmasked Estep 
Score: -502956.687500 Penalty: 2034.758667
	Iteration 0F: 2 clusters Score -502956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -499346.000000 Penalty: 4069.517334
	Iteration 0F: 3 clusters Score -499346 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -500488.375000 Penalty: 4069.517334
	Iteration 1F: 3 clusters Score -500488.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -501097.687500 Penalty: 4069.517334
	Iteration 2F: 3 clusters Score -501097.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -501458.312500 Penalty: 4069.517334
	Iteration 3F: 3 clusters Score -501458.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -501727.468750 Penalty: 4069.517334
	Iteration 4F: 3 clusters Score -501727.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -501955.062500 Penalty: 4069.517334
	Iteration 5F: 3 clusters Score -501955.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -502164.375000 Penalty: 4069.517334
	Iteration 6Q: 3 clusters Score -502164.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -502352.343750 Penalty: 4069.517334
	Iteration 7Q: 3 clusters Score -502352.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -502481.312500 Penalty: 4069.517334
	Iteration 8Q: 3 clusters Score -502481.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -502576.437500 Penalty: 4069.517334
	Iteration 9Q: 3 clusters Score -502576.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -502640.781250 Penalty: 4069.517334
	Iteration 10Q: 3 clusters Score -502640.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -502684.656250 Penalty: 4069.517334
	Iteration 11Q: 3 clusters Score -502684.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -502730.500000 Penalty: 4069.517334
	Iteration 12Q: 3 clusters Score -502730.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -502757.968750 Penalty: 4069.517334
	Iteration 13Q: 3 clusters Score -502758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -502793.625000 Penalty: 4069.517334
	Iteration 14Q: 3 clusters Score -502793.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -502857.312500 Penalty: 4069.517334
	Iteration 15Q: 3 clusters Score -502857.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -502890.968750 Penalty: 4069.517334
	Iteration 16Q: 3 clusters Score -502891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -502904.187500 Penalty: 4069.517334
	Iteration 17Q: 3 clusters Score -502904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -502909.593750 Penalty: 4069.517334
	Iteration 18Q: 3 clusters Score -502909.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -502914.656250 Penalty: 4069.517334
	Iteration 19Q: 3 clusters Score -502914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -502916.843750 Penalty: 4069.517334
	Iteration 20F: 3 clusters Score -502916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -502919.250000 Penalty: 4069.517334
	Iteration 21Q: 3 clusters Score -502919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -502920.031250 Penalty: 4069.517334
	Iteration 22Q: 3 clusters Score -502920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -502920.031250 Penalty: 4069.517334
	Iteration 23F: 3 clusters Score -502920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -635235.062500 Penalty: 2103.068359
	Iteration 0F: 2 clusters Score -635235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -630867.500000 Penalty: 4206.136719
	Iteration 0F: 3 clusters Score -630867.5 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -632213.312500 Penalty: 4206.136719
	Iteration 1F: 3 clusters Score -632213.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -632928.562500 Penalty: 4206.136719
	Iteration 2F: 3 clusters Score -632928.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -633592.812500 Penalty: 4206.136719
	Iteration 3F: 3 clusters Score -633592.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -634026.812500 Penalty: 4206.136719
	Iteration 4F: 3 clusters Score -634026.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -634315.500000 Penalty: 4206.136719
	Iteration 5F: 3 clusters Score -634315.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -634473.187500 Penalty: 4206.136719
	Iteration 6Q: 3 clusters Score -634473.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -634584.625000 Penalty: 4206.136719
	Iteration 7Q: 3 clusters Score -634584.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -634670.500000 Penalty: 4206.136719
	Iteration 8Q: 3 clusters Score -634670.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -634718.625000 Penalty: 4206.136719
	Iteration 9Q: 3 clusters Score -634718.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -634747.750000 Penalty: 4206.136719
	Iteration 10Q: 3 clusters Score -634747.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -634762.062500 Penalty: 4206.136719
	Iteration 11Q: 3 clusters Score -634762.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -634771.937500 Penalty: 4206.136719
	Iteration 12Q: 3 clusters Score -634771.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -634780.562500 Penalty: 4206.136719
	Iteration 13Q: 3 clusters Score -634780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -634784.500000 Penalty: 4206.136719
	Iteration 14Q: 3 clusters Score -634784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -634785.937500 Penalty: 4206.136719
	Iteration 15Q: 3 clusters Score -634785.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -634790.187500 Penalty: 4206.136719
	Iteration 16Q: 3 clusters Score -634790.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -634791.437500 Penalty: 4206.136719
	Iteration 17Q: 3 clusters Score -634791.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -634792.437500 Penalty: 4206.136719
	Iteration 18Q: 3 clusters Score -634792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -634792.812500 Penalty: 4206.136719
	Iteration 19Q: 3 clusters Score -634792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -634791.875000 Penalty: 4206.136719
	Iteration 20F: 3 clusters Score -634791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -634794.125000 Penalty: 4206.136719
	Iteration 21Q: 3 clusters Score -634794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -634794.125000 Penalty: 4206.136719
	Iteration 22F: 3 clusters Score -634794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Entering Unmasked Estep 
Score: -10032888.000000 Penalty: 2756.386230
	Iteration 0F: 2 clusters Score -1.003289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -9988050.000000 Penalty: 5512.772461
	Iteration 0F: 3 clusters Score -9988050 nChanged 31229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -10005774.000000 Penalty: 5512.772461
	Iteration 1F: 3 clusters Score -1.000577e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -10007092.000000 Penalty: 5512.772461
	Iteration 2Q: 3 clusters Score -1.000709e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -10009368.000000 Penalty: 5512.772461
	Iteration 3F: 3 clusters Score -1.000937e+07 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -10013245.000000 Penalty: 5512.772461
	Iteration 4F: 3 clusters Score -1.001324e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -10018203.000000 Penalty: 5512.772461
	Iteration 5F: 3 clusters Score -1.00182e+07 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -10022375.000000 Penalty: 5512.772461
	Iteration 6F: 3 clusters Score -1.002238e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -10025128.000000 Penalty: 5512.772461
	Iteration 7F: 3 clusters Score -1.002513e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -10026877.000000 Penalty: 5512.772461
	Iteration 8Q: 3 clusters Score -1.002688e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -10027959.000000 Penalty: 5512.772461
	Iteration 9Q: 3 clusters Score -1.002796e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -10028669.000000 Penalty: 5512.772461
	Iteration 10Q: 3 clusters Score -1.002867e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -10029248.000000 Penalty: 5512.772461
	Iteration 11Q: 3 clusters Score -1.002925e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -10029667.000000 Penalty: 5512.772461
	Iteration 12Q: 3 clusters Score -1.002967e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -10029916.000000 Penalty: 5512.772461
	Iteration 13Q: 3 clusters Score -1.002992e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -10030099.000000 Penalty: 5512.772461
	Iteration 14Q: 3 clusters Score -1.00301e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -10030208.000000 Penalty: 5512.772461
	Iteration 15Q: 3 clusters Score -1.003021e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 65926 members 
Entering Unmasked Estep 
Score: -10030312.000000 Penalty: 5512.772461
	Iteration 16Q: 3 clusters Score -1.003031e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -10030368.000000 Penalty: 5512.772461
	Iteration 17Q: 3 clusters Score -1.003037e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -10030421.000000 Penalty: 5512.772461
	Iteration 18Q: 3 clusters Score -1.003042e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -10030461.000000 Penalty: 5512.772461
	Iteration 19Q: 3 clusters Score -1.003046e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -10030498.000000 Penalty: 5512.772461
	Iteration 20F: 3 clusters Score -1.00305e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -10030555.000000 Penalty: 5512.772461
	Iteration 21Q: 3 clusters Score -1.003056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -10030563.000000 Penalty: 5512.772461
	Iteration 22Q: 3 clusters Score -1.003056e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -10030609.000000 Penalty: 5512.772461
	Iteration 23Q: 3 clusters Score -1.003061e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -10030621.000000 Penalty: 5512.772461
	Iteration 24Q: 3 clusters Score -1.003062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -10030644.000000 Penalty: 5512.772461
	Iteration 25Q: 3 clusters Score -1.003064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -10030657.000000 Penalty: 5512.772461
	Iteration 26Q: 3 clusters Score -1.003066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -10030658.000000 Penalty: 5512.772461
	Iteration 27Q: 3 clusters Score -1.003066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -10030662.000000 Penalty: 5512.772461
	Iteration 28Q: 3 clusters Score -1.003066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -10030677.000000 Penalty: 5512.772461
	Iteration 29Q: 3 clusters Score -1.003068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -10030671.000000 Penalty: 5512.772461
	Iteration 30Q: 3 clusters Score -1.003067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -10030680.000000 Penalty: 5512.772461
	Iteration 31Q: 3 clusters Score -1.003068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -10030681.000000 Penalty: 5512.772461
	Iteration 32Q: 3 clusters Score -1.003068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -10030683.000000 Penalty: 5512.772461
	Iteration 33Q: 3 clusters Score -1.003068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 66346 members 
Entering Unmasked Estep 
Score: -10030683.000000 Penalty: 5512.772461
	Iteration 34F: 3 clusters Score -1.003068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -2080829.625000 Penalty: 2372.346924
	Iteration 0F: 2 clusters Score -2080830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2070466.875000 Penalty: 4744.693848
	Iteration 0F: 3 clusters Score -2070467 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2074013.625000 Penalty: 4744.693848
	Iteration 1F: 3 clusters Score -2074014 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2074786.625000 Penalty: 4744.693848
	Iteration 2F: 3 clusters Score -2074787 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2075480.875000 Penalty: 4744.693848
	Iteration 3F: 3 clusters Score -2075481 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2076138.625000 Penalty: 4744.693848
	Iteration 4F: 3 clusters Score -2076139 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2076831.125000 Penalty: 4744.693848
	Iteration 5F: 3 clusters Score -2076831 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2077567.500000 Penalty: 4744.693848
	Iteration 6F: 3 clusters Score -2077568 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -2078250.000000 Penalty: 4744.693848
	Iteration 7F: 3 clusters Score -2078250 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2078662.500000 Penalty: 4744.693848
	Iteration 8Q: 3 clusters Score -2078662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2078896.125000 Penalty: 4744.693848
	Iteration 9Q: 3 clusters Score -2078896 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2079017.375000 Penalty: 4744.693848
	Iteration 10Q: 3 clusters Score -2079017 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2079104.000000 Penalty: 4744.693848
	Iteration 11Q: 3 clusters Score -2079104 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2079159.125000 Penalty: 4744.693848
	Iteration 12Q: 3 clusters Score -2079159 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2079193.625000 Penalty: 4744.693848
	Iteration 13Q: 3 clusters Score -2079194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2079218.375000 Penalty: 4744.693848
	Iteration 14Q: 3 clusters Score -2079218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2079249.125000 Penalty: 4744.693848
	Iteration 15Q: 3 clusters Score -2079249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2079266.375000 Penalty: 4744.693848
	Iteration 16Q: 3 clusters Score -2079266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2079275.500000 Penalty: 4744.693848
	Iteration 17Q: 3 clusters Score -2079276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2079296.250000 Penalty: 4744.693848
	Iteration 18Q: 3 clusters Score -2079296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2079308.750000 Penalty: 4744.693848
	Iteration 19Q: 3 clusters Score -2079309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2079321.500000 Penalty: 4744.693848
	Iteration 20F: 3 clusters Score -2079322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2079332.375000 Penalty: 4744.693848
	Iteration 21Q: 3 clusters Score -2079332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2079334.375000 Penalty: 4744.693848
	Iteration 22Q: 3 clusters Score -2079334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2079338.625000 Penalty: 4744.693848
	Iteration 23Q: 3 clusters Score -2079339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2079345.875000 Penalty: 4744.693848
	Iteration 24Q: 3 clusters Score -2079346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2079349.250000 Penalty: 4744.693848
	Iteration 25Q: 3 clusters Score -2079349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2079353.250000 Penalty: 4744.693848
	Iteration 26Q: 3 clusters Score -2079353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2079355.250000 Penalty: 4744.693848
	Iteration 27Q: 3 clusters Score -2079355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2079357.625000 Penalty: 4744.693848
	Iteration 28Q: 3 clusters Score -2079358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2079360.125000 Penalty: 4744.693848
	Iteration 29Q: 3 clusters Score -2079360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2079362.500000 Penalty: 4744.693848
	Iteration 30Q: 3 clusters Score -2079362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2079368.250000 Penalty: 4744.693848
	Iteration 31Q: 3 clusters Score -2079368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2079370.250000 Penalty: 4744.693848
	Iteration 32Q: 3 clusters Score -2079370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2079371.250000 Penalty: 4744.693848
	Iteration 33Q: 3 clusters Score -2079371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2079373.625000 Penalty: 4744.693848
	Iteration 34Q: 3 clusters Score -2079374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2079371.500000 Penalty: 4744.693848
	Iteration 35Q: 3 clusters Score -2079372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2079369.500000 Penalty: 4744.693848
	Iteration 36Q: 3 clusters Score -2079370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2079369.250000 Penalty: 4744.693848
	Iteration 37Q: 3 clusters Score -2079369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2079368.875000 Penalty: 4744.693848
	Iteration 38Q: 3 clusters Score -2079369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2079369.875000 Penalty: 4744.693848
	Iteration 39Q: 3 clusters Score -2079370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2079368.000000 Penalty: 4744.693848
	Iteration 40F: 3 clusters Score -2079368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2079370.875000 Penalty: 4744.693848
	Iteration 41Q: 3 clusters Score -2079371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2079373.125000 Penalty: 4744.693848
	Iteration 42Q: 3 clusters Score -2079373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2079371.875000 Penalty: 4744.693848
	Iteration 43Q: 3 clusters Score -2079372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2079368.375000 Penalty: 4744.693848
	Iteration 44Q: 3 clusters Score -2079368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2079372.125000 Penalty: 4744.693848
	Iteration 45Q: 3 clusters Score -2079372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2079374.375000 Penalty: 4744.693848
	Iteration 46Q: 3 clusters Score -2079374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2079372.500000 Penalty: 4744.693848
	Iteration 47Q: 3 clusters Score -2079372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2079372.875000 Penalty: 4744.693848
	Iteration 48Q: 3 clusters Score -2079373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2079375.750000 Penalty: 4744.693848
	Iteration 49Q: 3 clusters Score -2079376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2079375.000000 Penalty: 4744.693848
	Iteration 50Q: 3 clusters Score -2079375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2079375.000000 Penalty: 4744.693848
	Iteration 51F: 3 clusters Score -2079375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1470120.250000 Penalty: 2284.659912
	Iteration 0F: 2 clusters Score -1470120 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 5012 members 
Entering Unmasked Estep 
Score: -1462409.875000 Penalty: 4569.319824
	Iteration 0F: 3 clusters Score -1462410 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1464670.250000 Penalty: 4569.319824
	Iteration 1F: 3 clusters Score -1464670 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1465060.375000 Penalty: 4569.319824
	Iteration 2F: 3 clusters Score -1465060 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1465371.000000 Penalty: 4569.319824
	Iteration 3F: 3 clusters Score -1465371 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1465607.625000 Penalty: 4569.319824
	Iteration 4F: 3 clusters Score -1465608 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1465833.625000 Penalty: 4569.319824
	Iteration 5Q: 3 clusters Score -1465834 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1466030.375000 Penalty: 4569.319824
	Iteration 6Q: 3 clusters Score -1466030 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1466196.375000 Penalty: 4569.319824
	Iteration 7Q: 3 clusters Score -1466196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1466386.000000 Penalty: 4569.319824
	Iteration 8Q: 3 clusters Score -1466386 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1466579.500000 Penalty: 4569.319824
	Iteration 9Q: 3 clusters Score -1466580 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1466781.750000 Penalty: 4569.319824
	Iteration 10Q: 3 clusters Score -1466782 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1466954.000000 Penalty: 4569.319824
	Iteration 11Q: 3 clusters Score -1466954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1467112.375000 Penalty: 4569.319824
	Iteration 12Q: 3 clusters Score -1467112 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1467254.250000 Penalty: 4569.319824
	Iteration 13Q: 3 clusters Score -1467254 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1467397.375000 Penalty: 4569.319824
	Iteration 14Q: 3 clusters Score -1467397 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1467515.375000 Penalty: 4569.319824
	Iteration 15Q: 3 clusters Score -1467515 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1467621.875000 Penalty: 4569.319824
	Iteration 16Q: 3 clusters Score -1467622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1467704.125000 Penalty: 4569.319824
	Iteration 17Q: 3 clusters Score -1467704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1467773.375000 Penalty: 4569.319824
	Iteration 18Q: 3 clusters Score -1467773 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1467842.250000 Penalty: 4569.319824
	Iteration 19Q: 3 clusters Score -1467842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1467906.250000 Penalty: 4569.319824
	Iteration 20F: 3 clusters Score -1467906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1467964.750000 Penalty: 4569.319824
	Iteration 21Q: 3 clusters Score -1467965 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1468005.000000 Penalty: 4569.319824
	Iteration 22Q: 3 clusters Score -1468005 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1468048.625000 Penalty: 4569.319824
	Iteration 23Q: 3 clusters Score -1468049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1468074.375000 Penalty: 4569.319824
	Iteration 24Q: 3 clusters Score -1468074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1468113.250000 Penalty: 4569.319824
	Iteration 25Q: 3 clusters Score -1468113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1468137.875000 Penalty: 4569.319824
	Iteration 26Q: 3 clusters Score -1468138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1468165.500000 Penalty: 4569.319824
	Iteration 27Q: 3 clusters Score -1468166 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1468191.625000 Penalty: 4569.319824
	Iteration 28Q: 3 clusters Score -1468192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1468219.000000 Penalty: 4569.319824
	Iteration 29Q: 3 clusters Score -1468219 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1468241.875000 Penalty: 4569.319824
	Iteration 30Q: 3 clusters Score -1468242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1468257.000000 Penalty: 4569.319824
	Iteration 31Q: 3 clusters Score -1468257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1468268.375000 Penalty: 4569.319824
	Iteration 32Q: 3 clusters Score -1468268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1468274.500000 Penalty: 4569.319824
	Iteration 33Q: 3 clusters Score -1468274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1468283.500000 Penalty: 4569.319824
	Iteration 34Q: 3 clusters Score -1468284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1468291.625000 Penalty: 4569.319824
	Iteration 35Q: 3 clusters Score -1468292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1468304.375000 Penalty: 4569.319824
	Iteration 36Q: 3 clusters Score -1468304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1468313.500000 Penalty: 4569.319824
	Iteration 37Q: 3 clusters Score -1468314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1468314.625000 Penalty: 4569.319824
	Iteration 38Q: 3 clusters Score -1468315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1468317.000000 Penalty: 4569.319824
	Iteration 39Q: 3 clusters Score -1468317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1468321.500000 Penalty: 4569.319824
	Iteration 40F: 3 clusters Score -1468322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1468325.500000 Penalty: 4569.319824
	Iteration 41Q: 3 clusters Score -1468326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1468332.250000 Penalty: 4569.319824
	Iteration 42Q: 3 clusters Score -1468332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1468335.500000 Penalty: 4569.319824
	Iteration 43Q: 3 clusters Score -1468336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1468340.750000 Penalty: 4569.319824
	Iteration 44Q: 3 clusters Score -1468341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1468347.500000 Penalty: 4569.319824
	Iteration 45Q: 3 clusters Score -1468348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1468355.250000 Penalty: 4569.319824
	Iteration 46Q: 3 clusters Score -1468355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1468360.500000 Penalty: 4569.319824
	Iteration 47Q: 3 clusters Score -1468360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1468365.750000 Penalty: 4569.319824
	Iteration 48Q: 3 clusters Score -1468366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1468372.125000 Penalty: 4569.319824
	Iteration 49Q: 3 clusters Score -1468372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1468374.000000 Penalty: 4569.319824
	Iteration 50Q: 3 clusters Score -1468374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1468377.125000 Penalty: 4569.319824
	Iteration 51Q: 3 clusters Score -1468377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1468377.625000 Penalty: 4569.319824
	Iteration 52Q: 3 clusters Score -1468378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1468379.375000 Penalty: 4569.319824
	Iteration 53Q: 3 clusters Score -1468379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1468382.750000 Penalty: 4569.319824
	Iteration 54Q: 3 clusters Score -1468383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1468384.625000 Penalty: 4569.319824
	Iteration 55Q: 3 clusters Score -1468385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1468384.625000 Penalty: 4569.319824
	Iteration 56Q: 3 clusters Score -1468385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1468384.625000 Penalty: 4569.319824
	Iteration 57F: 3 clusters Score -1468385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Entering Unmasked Estep 
Score: -539589.625000 Penalty: 2033.194336
	Iteration 0F: 2 clusters Score -539589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -535919.062500 Penalty: 4066.388672
	Iteration 0F: 3 clusters Score -535919.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -536691.937500 Penalty: 4066.388672
	Iteration 1F: 3 clusters Score -536691.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -536918.187500 Penalty: 4066.388672
	Iteration 2F: 3 clusters Score -536918.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -537086.312500 Penalty: 4066.388672
	Iteration 3F: 3 clusters Score -537086.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -537217.062500 Penalty: 4066.388672
	Iteration 4Q: 3 clusters Score -537217.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -537348.687500 Penalty: 4066.388672
	Iteration 5Q: 3 clusters Score -537348.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -537502.812500 Penalty: 4066.388672
	Iteration 6Q: 3 clusters Score -537502.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -537631.625000 Penalty: 4066.388672
	Iteration 7Q: 3 clusters Score -537631.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -537756.250000 Penalty: 4066.388672
	Iteration 8Q: 3 clusters Score -537756.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -537869.500000 Penalty: 4066.388672
	Iteration 9Q: 3 clusters Score -537869.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -537960.750000 Penalty: 4066.388672
	Iteration 10Q: 3 clusters Score -537960.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -538026.812500 Penalty: 4066.388672
	Iteration 11Q: 3 clusters Score -538026.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -538062.375000 Penalty: 4066.388672
	Iteration 12Q: 3 clusters Score -538062.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -538086.750000 Penalty: 4066.388672
	Iteration 13Q: 3 clusters Score -538086.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -538109.250000 Penalty: 4066.388672
	Iteration 14Q: 3 clusters Score -538109.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -538122.375000 Penalty: 4066.388672
	Iteration 15Q: 3 clusters Score -538122.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -538132.812500 Penalty: 4066.388672
	Iteration 16Q: 3 clusters Score -538132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -538144.812500 Penalty: 4066.388672
	Iteration 17Q: 3 clusters Score -538144.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -538151.687500 Penalty: 4066.388672
	Iteration 18Q: 3 clusters Score -538151.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -538158.875000 Penalty: 4066.388672
	Iteration 19Q: 3 clusters Score -538158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -538167.625000 Penalty: 4066.388672
	Iteration 20F: 3 clusters Score -538167.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -538172.437500 Penalty: 4066.388672
	Iteration 21Q: 3 clusters Score -538172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -538176.437500 Penalty: 4066.388672
	Iteration 22Q: 3 clusters Score -538176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -538180.562500 Penalty: 4066.388672
	Iteration 23Q: 3 clusters Score -538180.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -538184.562500 Penalty: 4066.388672
	Iteration 24Q: 3 clusters Score -538184.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -538186.437500 Penalty: 4066.388672
	Iteration 25Q: 3 clusters Score -538186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -538188.625000 Penalty: 4066.388672
	Iteration 26Q: 3 clusters Score -538188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -538189.625000 Penalty: 4066.388672
	Iteration 27Q: 3 clusters Score -538189.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -538192.125000 Penalty: 4066.388672
	Iteration 28Q: 3 clusters Score -538192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -538194.875000 Penalty: 4066.388672
	Iteration 29Q: 3 clusters Score -538194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -538195.625000 Penalty: 4066.388672
	Iteration 30Q: 3 clusters Score -538195.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -538197.375000 Penalty: 4066.388672
	Iteration 31Q: 3 clusters Score -538197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -538199.125000 Penalty: 4066.388672
	Iteration 32Q: 3 clusters Score -538199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -538201.812500 Penalty: 4066.388672
	Iteration 33Q: 3 clusters Score -538201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -538205.625000 Penalty: 4066.388672
	Iteration 34Q: 3 clusters Score -538205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -538206.562500 Penalty: 4066.388672
	Iteration 35Q: 3 clusters Score -538206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -538208.437500 Penalty: 4066.388672
	Iteration 36Q: 3 clusters Score -538208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -538209.062500 Penalty: 4066.388672
	Iteration 37Q: 3 clusters Score -538209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -538211.562500 Penalty: 4066.388672
	Iteration 38Q: 3 clusters Score -538211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -538212.187500 Penalty: 4066.388672
	Iteration 39Q: 3 clusters Score -538212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -538213.437500 Penalty: 4066.388672
	Iteration 40F: 3 clusters Score -538213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -538214.062500 Penalty: 4066.388672
	Iteration 41Q: 3 clusters Score -538214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -538214.562500 Penalty: 4066.388672
	Iteration 42Q: 3 clusters Score -538214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -538214.562500 Penalty: 4066.388672
	Iteration 43Q: 3 clusters Score -538214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -538215.562500 Penalty: 4066.388672
	Iteration 44Q: 3 clusters Score -538215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -538216.125000 Penalty: 4066.388672
	Iteration 45Q: 3 clusters Score -538216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -538216.312500 Penalty: 4066.388672
	Iteration 46Q: 3 clusters Score -538216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -538217.062500 Penalty: 4066.388672
	Iteration 47Q: 3 clusters Score -538217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -538217.062500 Penalty: 4066.388672
	Iteration 48F: 3 clusters Score -538217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Entering Unmasked Estep 
Score: -11371375.000000 Penalty: 2801.888184
	Iteration 0F: 2 clusters Score -1.137138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -11317486.000000 Penalty: 5603.776367
	Iteration 0F: 3 clusters Score -1.131749e+07 nChanged 37796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -11339615.000000 Penalty: 5603.776367
	Iteration 1F: 3 clusters Score -1.133962e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -11341156.000000 Penalty: 5603.776367
	Iteration 2Q: 3 clusters Score -1.134116e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -11342998.000000 Penalty: 5603.776367
	Iteration 3Q: 3 clusters Score -1.1343e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -11344830.000000 Penalty: 5603.776367
	Iteration 4F: 3 clusters Score -1.134483e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -11346687.000000 Penalty: 5603.776367
	Iteration 5F: 3 clusters Score -1.134669e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -11348443.000000 Penalty: 5603.776367
	Iteration 6F: 3 clusters Score -1.134844e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -11350315.000000 Penalty: 5603.776367
	Iteration 7Q: 3 clusters Score -1.135032e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -11352358.000000 Penalty: 5603.776367
	Iteration 8Q: 3 clusters Score -1.135236e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -11354694.000000 Penalty: 5603.776367
	Iteration 9Q: 3 clusters Score -1.135469e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 58566 members 
Entering Unmasked Estep 
Score: -11357184.000000 Penalty: 5603.776367
	Iteration 10Q: 3 clusters Score -1.135718e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -11359532.000000 Penalty: 5603.776367
	Iteration 11Q: 3 clusters Score -1.135953e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -11361689.000000 Penalty: 5603.776367
	Iteration 12Q: 3 clusters Score -1.136169e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
Score: -11363612.000000 Penalty: 5603.776367
	Iteration 13Q: 3 clusters Score -1.136361e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 70847 members 
Entering Unmasked Estep 
Score: -11365254.000000 Penalty: 5603.776367
	Iteration 14Q: 3 clusters Score -1.136525e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 72946 members 
Entering Unmasked Estep 
Score: -11366617.000000 Penalty: 5603.776367
	Iteration 15Q: 3 clusters Score -1.136662e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -11367712.000000 Penalty: 5603.776367
	Iteration 16Q: 3 clusters Score -1.136771e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -11368561.000000 Penalty: 5603.776367
	Iteration 17Q: 3 clusters Score -1.136856e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -11369165.000000 Penalty: 5603.776367
	Iteration 18Q: 3 clusters Score -1.136916e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 77606 members 
Entering Unmasked Estep 
Score: -11369567.000000 Penalty: 5603.776367
	Iteration 19Q: 3 clusters Score -1.136957e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -11369799.000000 Penalty: 5603.776367
	Iteration 20F: 3 clusters Score -1.13698e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -11370009.000000 Penalty: 5603.776367
	Iteration 21Q: 3 clusters Score -1.137001e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -11370176.000000 Penalty: 5603.776367
	Iteration 22Q: 3 clusters Score -1.137018e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -11370316.000000 Penalty: 5603.776367
	Iteration 23Q: 3 clusters Score -1.137032e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11370369.000000 Penalty: 5603.776367
	Iteration 24Q: 3 clusters Score -1.137037e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 78894 members 
Entering Unmasked Estep 
Score: -11370414.000000 Penalty: 5603.776367
	Iteration 25Q: 3 clusters Score -1.137041e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -11370438.000000 Penalty: 5603.776367
	Iteration 26Q: 3 clusters Score -1.137044e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -11370480.000000 Penalty: 5603.776367
	Iteration 27Q: 3 clusters Score -1.137048e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -11370514.000000 Penalty: 5603.776367
	Iteration 28Q: 3 clusters Score -1.137051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -11370532.000000 Penalty: 5603.776367
	Iteration 29Q: 3 clusters Score -1.137053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -11370554.000000 Penalty: 5603.776367
	Iteration 30Q: 3 clusters Score -1.137055e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -11370574.000000 Penalty: 5603.776367
	Iteration 31Q: 3 clusters Score -1.137057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -11370613.000000 Penalty: 5603.776367
	Iteration 32Q: 3 clusters Score -1.137061e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -11370630.000000 Penalty: 5603.776367
	Iteration 33Q: 3 clusters Score -1.137063e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -11370629.000000 Penalty: 5603.776367
	Iteration 34Q: 3 clusters Score -1.137063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -11370632.000000 Penalty: 5603.776367
	Iteration 35Q: 3 clusters Score -1.137063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -11370641.000000 Penalty: 5603.776367
	Iteration 36Q: 3 clusters Score -1.137064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -11370652.000000 Penalty: 5603.776367
	Iteration 37Q: 3 clusters Score -1.137065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 79198 members 
Entering Unmasked Estep 
Score: -11370658.000000 Penalty: 5603.776367
	Iteration 38Q: 3 clusters Score -1.137066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -11370664.000000 Penalty: 5603.776367
	Iteration 39Q: 3 clusters Score -1.137066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -11370665.000000 Penalty: 5603.776367
	Iteration 40F: 3 clusters Score -1.137066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -11370661.000000 Penalty: 5603.776367
	Iteration 41Q: 3 clusters Score -1.137066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -11370666.000000 Penalty: 5603.776367
	Iteration 42Q: 3 clusters Score -1.137067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -11370668.000000 Penalty: 5603.776367
	Iteration 43Q: 3 clusters Score -1.137067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -11370667.000000 Penalty: 5603.776367
	Iteration 44Q: 3 clusters Score -1.137067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -11370667.000000 Penalty: 5603.776367
	Iteration 45F: 3 clusters Score -1.137067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -554216.750000 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -554216.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -550467.312500 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -550467.3 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -551288.687500 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -551288.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -551494.937500 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -551494.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -551623.875000 Penalty: 4087.492676
	Iteration 3Q: 3 clusters Score -551623.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -551778.500000 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -551778.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -551991.250000 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -551991.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -552293.062500 Penalty: 4087.492676
	Iteration 6F: 3 clusters Score -552293.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -552651.062500 Penalty: 4087.492676
	Iteration 7F: 3 clusters Score -552651.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -552962.187500 Penalty: 4087.492676
	Iteration 8F: 3 clusters Score -552962.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -553266.625000 Penalty: 4087.492676
	Iteration 9F: 3 clusters Score -553266.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -553596.500000 Penalty: 4087.492676
	Iteration 10F: 3 clusters Score -553596.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -553836.125000 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -553836.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -554001.875000 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -554001.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -554113.000000 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -554113 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -554189.875000 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -554189.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -554239.000000 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -554239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -554258.750000 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -554258.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -554269.062500 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -554269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -554269.875000 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -554269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -554274.687500 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -554274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -554275.812500 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -554275.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -554278.000000 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -554278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -554278.562500 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -554278.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -554279.562500 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -554279.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -554281.250000 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -554281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -554281.250000 Penalty: 4087.492676
	Iteration 25F: 3 clusters Score -554281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 41696 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5407 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 1140 members 
Entering Unmasked Estep 
Score: -115037432.000000 Penalty: 151731.828125
Splitting cluster 14 changes total score from -115038440.000000 to -115037432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -94691.906250 Penalty: 1616.382446
	Iteration 0F: 2 clusters Score -94691.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93090.890625 Penalty: 3232.764893
	Iteration 0F: 3 clusters Score -93090.89 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93392.671875 Penalty: 3232.764893
	Iteration 1F: 3 clusters Score -93392.67 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93546.890625 Penalty: 3232.764893
	Iteration 2F: 3 clusters Score -93546.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -93703.617188 Penalty: 3232.764893
	Iteration 3F: 3 clusters Score -93703.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -93803.632812 Penalty: 3232.764893
	Iteration 4F: 3 clusters Score -93803.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93936.992188 Penalty: 3232.764893
	Iteration 5F: 3 clusters Score -93936.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -94033.687500 Penalty: 3232.764893
	Iteration 6Q: 3 clusters Score -94033.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -94098.156250 Penalty: 3232.764893
	Iteration 7Q: 3 clusters Score -94098.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94149.125000 Penalty: 3232.764893
	Iteration 8Q: 3 clusters Score -94149.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -94164.320312 Penalty: 3232.764893
	Iteration 9Q: 3 clusters Score -94164.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -94169.093750 Penalty: 3232.764893
	Iteration 10Q: 3 clusters Score -94169.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -94171.515625 Penalty: 3232.764893
	Iteration 11Q: 3 clusters Score -94171.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -94171.515625 Penalty: 3232.764893
	Iteration 12F: 3 clusters Score -94171.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (92162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92162 members 
Entering Unmasked Estep 
Score: -13640575.000000 Penalty: 2834.963135
	Iteration 0F: 2 clusters Score -1.364058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -13578750.000000 Penalty: 5669.926270
	Iteration 0F: 3 clusters Score -1.357875e+07 nChanged 43360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -13604164.000000 Penalty: 5669.926270
	Iteration 1F: 3 clusters Score -1.360416e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -13605360.000000 Penalty: 5669.926270
	Iteration 2Q: 3 clusters Score -1.360536e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -13606807.000000 Penalty: 5669.926270
	Iteration 3Q: 3 clusters Score -1.360681e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -13608276.000000 Penalty: 5669.926270
	Iteration 4Q: 3 clusters Score -1.360828e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -13609712.000000 Penalty: 5669.926270
	Iteration 5Q: 3 clusters Score -1.360971e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -13611070.000000 Penalty: 5669.926270
	Iteration 6Q: 3 clusters Score -1.361107e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -13612471.000000 Penalty: 5669.926270
	Iteration 7Q: 3 clusters Score -1.361247e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -13613923.000000 Penalty: 5669.926270
	Iteration 8Q: 3 clusters Score -1.361392e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -13615623.000000 Penalty: 5669.926270
	Iteration 9Q: 3 clusters Score -1.361562e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -13617431.000000 Penalty: 5669.926270
	Iteration 10Q: 3 clusters Score -1.361743e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -13619442.000000 Penalty: 5669.926270
	Iteration 11Q: 3 clusters Score -1.361944e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -13621416.000000 Penalty: 5669.926270
	Iteration 12Q: 3 clusters Score -1.362142e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -13623439.000000 Penalty: 5669.926270
	Iteration 13Q: 3 clusters Score -1.362344e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -13625345.000000 Penalty: 5669.926270
	Iteration 14Q: 3 clusters Score -1.362534e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 63737 members 
Entering Unmasked Estep 
Score: -13626893.000000 Penalty: 5669.926270
	Iteration 15Q: 3 clusters Score -1.362689e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -13628107.000000 Penalty: 5669.926270
	Iteration 16Q: 3 clusters Score -1.362811e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 67996 members 
Entering Unmasked Estep 
Score: -13629314.000000 Penalty: 5669.926270
	Iteration 17Q: 3 clusters Score -1.362931e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -13630480.000000 Penalty: 5669.926270
	Iteration 18Q: 3 clusters Score -1.363048e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 71920 members 
Entering Unmasked Estep 
Score: -13631450.000000 Penalty: 5669.926270
	Iteration 19Q: 3 clusters Score -1.363145e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -13632372.000000 Penalty: 5669.926270
	Iteration 20F: 3 clusters Score -1.363237e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -13633056.000000 Penalty: 5669.926270
	Iteration 21Q: 3 clusters Score -1.363306e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -13633863.000000 Penalty: 5669.926270
	Iteration 22Q: 3 clusters Score -1.363386e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -13634579.000000 Penalty: 5669.926270
	Iteration 23Q: 3 clusters Score -1.363458e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -13635273.000000 Penalty: 5669.926270
	Iteration 24Q: 3 clusters Score -1.363527e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -13636005.000000 Penalty: 5669.926270
	Iteration 25Q: 3 clusters Score -1.3636e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -13636548.000000 Penalty: 5669.926270
	Iteration 26Q: 3 clusters Score -1.363655e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -13637220.000000 Penalty: 5669.926270
	Iteration 27Q: 3 clusters Score -1.363722e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -13637717.000000 Penalty: 5669.926270
	Iteration 28Q: 3 clusters Score -1.363772e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -13638197.000000 Penalty: 5669.926270
	Iteration 29Q: 3 clusters Score -1.36382e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 85627 members 
Entering Unmasked Estep 
Score: -13638473.000000 Penalty: 5669.926270
	Iteration 30Q: 3 clusters Score -1.363847e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -13638701.000000 Penalty: 5669.926270
	Iteration 31Q: 3 clusters Score -1.36387e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -13638876.000000 Penalty: 5669.926270
	Iteration 32Q: 3 clusters Score -1.363888e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -13639013.000000 Penalty: 5669.926270
	Iteration 33Q: 3 clusters Score -1.363901e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -13639116.000000 Penalty: 5669.926270
	Iteration 34Q: 3 clusters Score -1.363912e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -13639258.000000 Penalty: 5669.926270
	Iteration 35Q: 3 clusters Score -1.363926e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -13639313.000000 Penalty: 5669.926270
	Iteration 36Q: 3 clusters Score -1.363931e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -13639323.000000 Penalty: 5669.926270
	Iteration 37Q: 3 clusters Score -1.363932e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 88092 members 
Entering Unmasked Estep 
Score: -13639382.000000 Penalty: 5669.926270
	Iteration 38Q: 3 clusters Score -1.363938e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 88212 members 
Entering Unmasked Estep 
Score: -13639428.000000 Penalty: 5669.926270
	Iteration 39Q: 3 clusters Score -1.363943e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -13639454.000000 Penalty: 5669.926270
	Iteration 40F: 3 clusters Score -1.363945e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -13639526.000000 Penalty: 5669.926270
	Iteration 41Q: 3 clusters Score -1.363953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 88476 members 
Entering Unmasked Estep 
Score: -13639536.000000 Penalty: 5669.926270
	Iteration 42Q: 3 clusters Score -1.363954e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -13639558.000000 Penalty: 5669.926270
	Iteration 43Q: 3 clusters Score -1.363956e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -13639620.000000 Penalty: 5669.926270
	Iteration 44Q: 3 clusters Score -1.363962e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -13639669.000000 Penalty: 5669.926270
	Iteration 45Q: 3 clusters Score -1.363967e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -13639686.000000 Penalty: 5669.926270
	Iteration 46Q: 3 clusters Score -1.363969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -13639706.000000 Penalty: 5669.926270
	Iteration 47Q: 3 clusters Score -1.363971e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 88804 members 
Entering Unmasked Estep 
Score: -13639735.000000 Penalty: 5669.926270
	Iteration 48Q: 3 clusters Score -1.363974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -13639737.000000 Penalty: 5669.926270
	Iteration 49Q: 3 clusters Score -1.363974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -13639730.000000 Penalty: 5669.926270
	Iteration 50Q: 3 clusters Score -1.363973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -13639746.000000 Penalty: 5669.926270
	Iteration 51Q: 3 clusters Score -1.363975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 88852 members 
Entering Unmasked Estep 
Score: -13639733.000000 Penalty: 5669.926270
	Iteration 52Q: 3 clusters Score -1.363973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -13639731.000000 Penalty: 5669.926270
	Iteration 53Q: 3 clusters Score -1.363973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -13639737.000000 Penalty: 5669.926270
	Iteration 54Q: 3 clusters Score -1.363974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -13639733.000000 Penalty: 5669.926270
	Iteration 55Q: 3 clusters Score -1.363973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -13639743.000000 Penalty: 5669.926270
	Iteration 56Q: 3 clusters Score -1.363974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -13639746.000000 Penalty: 5669.926270
	Iteration 57Q: 3 clusters Score -1.363975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -13639742.000000 Penalty: 5669.926270
	Iteration 58Q: 3 clusters Score -1.363974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -13639741.000000 Penalty: 5669.926270
	Iteration 59Q: 3 clusters Score -1.363974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -13639759.000000 Penalty: 5669.926270
	Iteration 60F: 3 clusters Score -1.363976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 88884 members 
Entering Unmasked Estep 
Score: -13639758.000000 Penalty: 5669.926270
	Iteration 61Q: 3 clusters Score -1.363976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -13639749.000000 Penalty: 5669.926270
	Iteration 62Q: 3 clusters Score -1.363975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 88899 members 
Entering Unmasked Estep 
Score: -13639755.000000 Penalty: 5669.926270
	Iteration 63Q: 3 clusters Score -1.363976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -13639754.000000 Penalty: 5669.926270
	Iteration 64Q: 3 clusters Score -1.363975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -13639757.000000 Penalty: 5669.926270
	Iteration 65Q: 3 clusters Score -1.363976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -13639757.000000 Penalty: 5669.926270
	Iteration 66F: 3 clusters Score -1.363976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Entering Unmasked Estep 
Score: -1740727.625000 Penalty: 2324.137939
	Iteration 0F: 2 clusters Score -1740728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1732009.500000 Penalty: 4648.275879
	Iteration 0F: 3 clusters Score -1732010 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1734568.500000 Penalty: 4648.275879
	Iteration 1F: 3 clusters Score -1734568 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1734937.125000 Penalty: 4648.275879
	Iteration 2F: 3 clusters Score -1734937 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1735195.375000 Penalty: 4648.275879
	Iteration 3F: 3 clusters Score -1735195 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1735410.625000 Penalty: 4648.275879
	Iteration 4Q: 3 clusters Score -1735411 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1735589.000000 Penalty: 4648.275879
	Iteration 5Q: 3 clusters Score -1735589 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1735757.000000 Penalty: 4648.275879
	Iteration 6Q: 3 clusters Score -1735757 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1735902.000000 Penalty: 4648.275879
	Iteration 7Q: 3 clusters Score -1735902 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1736022.750000 Penalty: 4648.275879
	Iteration 8Q: 3 clusters Score -1736023 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1736129.375000 Penalty: 4648.275879
	Iteration 9Q: 3 clusters Score -1736129 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1736218.250000 Penalty: 4648.275879
	Iteration 10Q: 3 clusters Score -1736218 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1736303.750000 Penalty: 4648.275879
	Iteration 11Q: 3 clusters Score -1736304 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1736390.625000 Penalty: 4648.275879
	Iteration 12Q: 3 clusters Score -1736391 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1736470.375000 Penalty: 4648.275879
	Iteration 13Q: 3 clusters Score -1736470 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1736569.500000 Penalty: 4648.275879
	Iteration 14Q: 3 clusters Score -1736570 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1736665.125000 Penalty: 4648.275879
	Iteration 15Q: 3 clusters Score -1736665 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1736782.375000 Penalty: 4648.275879
	Iteration 16Q: 3 clusters Score -1736782 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1736927.375000 Penalty: 4648.275879
	Iteration 17Q: 3 clusters Score -1736927 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1737086.375000 Penalty: 4648.275879
	Iteration 18Q: 3 clusters Score -1737086 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1737239.250000 Penalty: 4648.275879
	Iteration 19Q: 3 clusters Score -1737239 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1737395.750000 Penalty: 4648.275879
	Iteration 20F: 3 clusters Score -1737396 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1737565.625000 Penalty: 4648.275879
	Iteration 21Q: 3 clusters Score -1737566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1737749.000000 Penalty: 4648.275879
	Iteration 22Q: 3 clusters Score -1737749 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1737922.000000 Penalty: 4648.275879
	Iteration 23Q: 3 clusters Score -1737922 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1738078.500000 Penalty: 4648.275879
	Iteration 24Q: 3 clusters Score -1738078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1738236.250000 Penalty: 4648.275879
	Iteration 25Q: 3 clusters Score -1738236 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1738370.125000 Penalty: 4648.275879
	Iteration 26Q: 3 clusters Score -1738370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1738458.875000 Penalty: 4648.275879
	Iteration 27Q: 3 clusters Score -1738459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1738521.000000 Penalty: 4648.275879
	Iteration 28Q: 3 clusters Score -1738521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1738571.375000 Penalty: 4648.275879
	Iteration 29Q: 3 clusters Score -1738571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1738603.250000 Penalty: 4648.275879
	Iteration 30Q: 3 clusters Score -1738603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1738641.750000 Penalty: 4648.275879
	Iteration 31Q: 3 clusters Score -1738642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1738659.500000 Penalty: 4648.275879
	Iteration 32Q: 3 clusters Score -1738660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1738694.750000 Penalty: 4648.275879
	Iteration 33Q: 3 clusters Score -1738695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1738708.625000 Penalty: 4648.275879
	Iteration 34Q: 3 clusters Score -1738709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1738726.500000 Penalty: 4648.275879
	Iteration 35Q: 3 clusters Score -1738726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1738734.750000 Penalty: 4648.275879
	Iteration 36Q: 3 clusters Score -1738735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1738742.000000 Penalty: 4648.275879
	Iteration 37Q: 3 clusters Score -1738742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1738753.500000 Penalty: 4648.275879
	Iteration 38Q: 3 clusters Score -1738754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1738760.000000 Penalty: 4648.275879
	Iteration 39Q: 3 clusters Score -1738760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1738762.000000 Penalty: 4648.275879
	Iteration 40F: 3 clusters Score -1738762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1738765.875000 Penalty: 4648.275879
	Iteration 41Q: 3 clusters Score -1738766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1738768.125000 Penalty: 4648.275879
	Iteration 42Q: 3 clusters Score -1738768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1738770.625000 Penalty: 4648.275879
	Iteration 43Q: 3 clusters Score -1738771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1738776.000000 Penalty: 4648.275879
	Iteration 44Q: 3 clusters Score -1738776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1738782.000000 Penalty: 4648.275879
	Iteration 45Q: 3 clusters Score -1738782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1738780.875000 Penalty: 4648.275879
	Iteration 46Q: 3 clusters Score -1738781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1738780.875000 Penalty: 4648.275879
	Iteration 47F: 3 clusters Score -1738781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Entering Unmasked Estep 
Score: -328519.218750 Penalty: 1934.338745
	Iteration 0F: 2 clusters Score -328519.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -325698.187500 Penalty: 3868.677490
	Iteration 0F: 3 clusters Score -325698.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -326335.343750 Penalty: 3868.677490
	Iteration 1F: 3 clusters Score -326335.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -326606.562500 Penalty: 3868.677490
	Iteration 2F: 3 clusters Score -326606.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -326861.312500 Penalty: 3868.677490
	Iteration 3F: 3 clusters Score -326861.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -327116.687500 Penalty: 3868.677490
	Iteration 4F: 3 clusters Score -327116.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -327300.062500 Penalty: 3868.677490
	Iteration 5F: 3 clusters Score -327300.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -327436.125000 Penalty: 3868.677490
	Iteration 6Q: 3 clusters Score -327436.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -327533.187500 Penalty: 3868.677490
	Iteration 7Q: 3 clusters Score -327533.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -327608.875000 Penalty: 3868.677490
	Iteration 8Q: 3 clusters Score -327608.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327688.406250 Penalty: 3868.677490
	Iteration 9Q: 3 clusters Score -327688.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -327729.000000 Penalty: 3868.677490
	Iteration 10Q: 3 clusters Score -327729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -327770.812500 Penalty: 3868.677490
	Iteration 11Q: 3 clusters Score -327770.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -327803.937500 Penalty: 3868.677490
	Iteration 12Q: 3 clusters Score -327803.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -327823.250000 Penalty: 3868.677490
	Iteration 13Q: 3 clusters Score -327823.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -327832.281250 Penalty: 3868.677490
	Iteration 14Q: 3 clusters Score -327832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327844.062500 Penalty: 3868.677490
	Iteration 15Q: 3 clusters Score -327844.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -327851.781250 Penalty: 3868.677490
	Iteration 16Q: 3 clusters Score -327851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -327854.312500 Penalty: 3868.677490
	Iteration 17Q: 3 clusters Score -327854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -327856.531250 Penalty: 3868.677490
	Iteration 18Q: 3 clusters Score -327856.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -327860.906250 Penalty: 3868.677490
	Iteration 19Q: 3 clusters Score -327860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -327862.687500 Penalty: 3868.677490
	Iteration 20F: 3 clusters Score -327862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -327864.156250 Penalty: 3868.677490
	Iteration 21Q: 3 clusters Score -327864.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -327864.468750 Penalty: 3868.677490
	Iteration 22Q: 3 clusters Score -327864.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -327864.468750 Penalty: 3868.677490
	Iteration 23F: 3 clusters Score -327864.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Entering Unmasked Estep 
Score: -4155615.500000 Penalty: 2541.178467
	Iteration 0F: 2 clusters Score -4155616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4136398.000000 Penalty: 5082.356934
	Iteration 0F: 3 clusters Score -4136398 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4143171.000000 Penalty: 5082.356934
	Iteration 1F: 3 clusters Score -4143171 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4143857.500000 Penalty: 5082.356934
	Iteration 2F: 3 clusters Score -4143858 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4144608.500000 Penalty: 5082.356934
	Iteration 3F: 3 clusters Score -4144608 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -4145491.750000 Penalty: 5082.356934
	Iteration 4F: 3 clusters Score -4145492 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4146533.500000 Penalty: 5082.356934
	Iteration 5F: 3 clusters Score -4146534 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -4147714.000000 Penalty: 5082.356934
	Iteration 6F: 3 clusters Score -4147714 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -4148840.000000 Penalty: 5082.356934
	Iteration 7F: 3 clusters Score -4148840 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -4149744.000000 Penalty: 5082.356934
	Iteration 8Q: 3 clusters Score -4149744 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -4150542.500000 Penalty: 5082.356934
	Iteration 9Q: 3 clusters Score -4150542 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4151177.750000 Penalty: 5082.356934
	Iteration 10Q: 3 clusters Score -4151178 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4151703.000000 Penalty: 5082.356934
	Iteration 11Q: 3 clusters Score -4151703 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4152162.250000 Penalty: 5082.356934
	Iteration 12Q: 3 clusters Score -4152162 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4152527.750000 Penalty: 5082.356934
	Iteration 13Q: 3 clusters Score -4152528 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4152829.750000 Penalty: 5082.356934
	Iteration 14Q: 3 clusters Score -4152830 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4153011.250000 Penalty: 5082.356934
	Iteration 15Q: 3 clusters Score -4153011 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4153163.750000 Penalty: 5082.356934
	Iteration 16Q: 3 clusters Score -4153164 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4153282.750000 Penalty: 5082.356934
	Iteration 17Q: 3 clusters Score -4153283 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4153392.000000 Penalty: 5082.356934
	Iteration 18Q: 3 clusters Score -4153392 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4153461.500000 Penalty: 5082.356934
	Iteration 19Q: 3 clusters Score -4153462 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4153526.500000 Penalty: 5082.356934
	Iteration 20F: 3 clusters Score -4153526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -4153564.500000 Penalty: 5082.356934
	Iteration 21Q: 3 clusters Score -4153564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4153605.250000 Penalty: 5082.356934
	Iteration 22Q: 3 clusters Score -4153605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4153645.000000 Penalty: 5082.356934
	Iteration 23Q: 3 clusters Score -4153645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4153667.000000 Penalty: 5082.356934
	Iteration 24Q: 3 clusters Score -4153667 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4153694.500000 Penalty: 5082.356934
	Iteration 25Q: 3 clusters Score -4153694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4153715.250000 Penalty: 5082.356934
	Iteration 26Q: 3 clusters Score -4153715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4153741.750000 Penalty: 5082.356934
	Iteration 27Q: 3 clusters Score -4153742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4153762.500000 Penalty: 5082.356934
	Iteration 28Q: 3 clusters Score -4153762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4153763.750000 Penalty: 5082.356934
	Iteration 29Q: 3 clusters Score -4153764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4153778.750000 Penalty: 5082.356934
	Iteration 30Q: 3 clusters Score -4153779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4153783.750000 Penalty: 5082.356934
	Iteration 31Q: 3 clusters Score -4153784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4153791.000000 Penalty: 5082.356934
	Iteration 32Q: 3 clusters Score -4153791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4153788.500000 Penalty: 5082.356934
	Iteration 33Q: 3 clusters Score -4153788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4153792.000000 Penalty: 5082.356934
	Iteration 34Q: 3 clusters Score -4153792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4153794.250000 Penalty: 5082.356934
	Iteration 35Q: 3 clusters Score -4153794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4153797.000000 Penalty: 5082.356934
	Iteration 36Q: 3 clusters Score -4153797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4153807.000000 Penalty: 5082.356934
	Iteration 37Q: 3 clusters Score -4153807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4153812.750000 Penalty: 5082.356934
	Iteration 38Q: 3 clusters Score -4153813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4153811.750000 Penalty: 5082.356934
	Iteration 39Q: 3 clusters Score -4153812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4153818.000000 Penalty: 5082.356934
	Iteration 40F: 3 clusters Score -4153818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4153811.250000 Penalty: 5082.356934
	Iteration 41Q: 3 clusters Score -4153811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4153814.000000 Penalty: 5082.356934
	Iteration 42Q: 3 clusters Score -4153814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4153819.750000 Penalty: 5082.356934
	Iteration 43Q: 3 clusters Score -4153820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4153818.250000 Penalty: 5082.356934
	Iteration 44Q: 3 clusters Score -4153818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4153820.750000 Penalty: 5082.356934
	Iteration 45Q: 3 clusters Score -4153821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4153825.250000 Penalty: 5082.356934
	Iteration 46Q: 3 clusters Score -4153825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4153828.000000 Penalty: 5082.356934
	Iteration 47Q: 3 clusters Score -4153828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4153833.750000 Penalty: 5082.356934
	Iteration 48Q: 3 clusters Score -4153834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4153837.000000 Penalty: 5082.356934
	Iteration 49Q: 3 clusters Score -4153837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4153846.750000 Penalty: 5082.356934
	Iteration 50Q: 3 clusters Score -4153847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4153850.750000 Penalty: 5082.356934
	Iteration 51Q: 3 clusters Score -4153851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4153848.250000 Penalty: 5082.356934
	Iteration 52Q: 3 clusters Score -4153848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4153851.250000 Penalty: 5082.356934
	Iteration 53Q: 3 clusters Score -4153851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4153853.250000 Penalty: 5082.356934
	Iteration 54Q: 3 clusters Score -4153853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4153852.250000 Penalty: 5082.356934
	Iteration 55Q: 3 clusters Score -4153852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4153853.250000 Penalty: 5082.356934
	Iteration 56Q: 3 clusters Score -4153853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4153859.000000 Penalty: 5082.356934
	Iteration 57Q: 3 clusters Score -4153859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4153855.000000 Penalty: 5082.356934
	Iteration 58Q: 3 clusters Score -4153855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4153852.750000 Penalty: 5082.356934
	Iteration 59Q: 3 clusters Score -4153853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4153856.250000 Penalty: 5082.356934
	Iteration 60F: 3 clusters Score -4153856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4153854.250000 Penalty: 5082.356934
	Iteration 61Q: 3 clusters Score -4153854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4153852.250000 Penalty: 5082.356934
	Iteration 62Q: 3 clusters Score -4153852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4153855.250000 Penalty: 5082.356934
	Iteration 63Q: 3 clusters Score -4153855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4153854.500000 Penalty: 5082.356934
	Iteration 64Q: 3 clusters Score -4153854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4153856.250000 Penalty: 5082.356934
	Iteration 65Q: 3 clusters Score -4153856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4153856.250000 Penalty: 5082.356934
	Iteration 66F: 3 clusters Score -4153856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -719747.375000 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -719747.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -715104.625000 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -715104.6 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -716230.750000 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -716230.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -716602.375000 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -716602.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -716982.437500 Penalty: 4244.553223
	Iteration 3F: 3 clusters Score -716982.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -717370.375000 Penalty: 4244.553223
	Iteration 4F: 3 clusters Score -717370.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -717728.500000 Penalty: 4244.553223
	Iteration 5F: 3 clusters Score -717728.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -718057.250000 Penalty: 4244.553223
	Iteration 6F: 3 clusters Score -718057.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -718326.875000 Penalty: 4244.553223
	Iteration 7F: 3 clusters Score -718326.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -718508.937500 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -718508.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -718659.937500 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -718659.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -718804.125000 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -718804.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -718918.062500 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -718918.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -718996.437500 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -718996.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -719042.312500 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -719042.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -719067.000000 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -719067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -719079.687500 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -719079.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -719087.500000 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -719087.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -719090.812500 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -719090.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -719091.562500 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -719091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -719093.250000 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -719093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -719095.125000 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -719095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -719095.125000 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -719095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -719096.062500 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -719096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -719096.812500 Penalty: 4244.553223
	Iteration 23Q: 3 clusters Score -719096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -719097.875000 Penalty: 4244.553223
	Iteration 24Q: 3 clusters Score -719097.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -719098.000000 Penalty: 4244.553223
	Iteration 25Q: 3 clusters Score -719098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -719098.000000 Penalty: 4244.553223
	Iteration 26F: 3 clusters Score -719098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Entering Unmasked Estep 
Score: -1968727.500000 Penalty: 2353.186279
	Iteration 0F: 2 clusters Score -1968728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1959116.000000 Penalty: 4706.372559
	Iteration 0F: 3 clusters Score -1959116 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1962107.750000 Penalty: 4706.372559
	Iteration 1F: 3 clusters Score -1962108 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1962496.500000 Penalty: 4706.372559
	Iteration 2F: 3 clusters Score -1962496 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1962757.125000 Penalty: 4706.372559
	Iteration 3F: 3 clusters Score -1962757 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1963011.375000 Penalty: 4706.372559
	Iteration 4Q: 3 clusters Score -1963011 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1963212.125000 Penalty: 4706.372559
	Iteration 5Q: 3 clusters Score -1963212 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1963413.750000 Penalty: 4706.372559
	Iteration 6Q: 3 clusters Score -1963414 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1963674.625000 Penalty: 4706.372559
	Iteration 7Q: 3 clusters Score -1963675 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1963973.750000 Penalty: 4706.372559
	Iteration 8Q: 3 clusters Score -1963974 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1964312.125000 Penalty: 4706.372559
	Iteration 9Q: 3 clusters Score -1964312 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1964625.500000 Penalty: 4706.372559
	Iteration 10Q: 3 clusters Score -1964626 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1964904.875000 Penalty: 4706.372559
	Iteration 11Q: 3 clusters Score -1964905 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1965136.375000 Penalty: 4706.372559
	Iteration 12Q: 3 clusters Score -1965136 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1965326.375000 Penalty: 4706.372559
	Iteration 13Q: 3 clusters Score -1965326 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1965494.250000 Penalty: 4706.372559
	Iteration 14Q: 3 clusters Score -1965494 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1965604.375000 Penalty: 4706.372559
	Iteration 15Q: 3 clusters Score -1965604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1965705.000000 Penalty: 4706.372559
	Iteration 16Q: 3 clusters Score -1965705 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1965781.500000 Penalty: 4706.372559
	Iteration 17Q: 3 clusters Score -1965782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1965866.250000 Penalty: 4706.372559
	Iteration 18Q: 3 clusters Score -1965866 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1965935.125000 Penalty: 4706.372559
	Iteration 19Q: 3 clusters Score -1965935 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1966003.250000 Penalty: 4706.372559
	Iteration 20F: 3 clusters Score -1966003 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1966063.875000 Penalty: 4706.372559
	Iteration 21Q: 3 clusters Score -1966064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1966104.000000 Penalty: 4706.372559
	Iteration 22Q: 3 clusters Score -1966104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1966151.750000 Penalty: 4706.372559
	Iteration 23Q: 3 clusters Score -1966152 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1966183.625000 Penalty: 4706.372559
	Iteration 24Q: 3 clusters Score -1966184 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1966222.625000 Penalty: 4706.372559
	Iteration 25Q: 3 clusters Score -1966223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1966256.000000 Penalty: 4706.372559
	Iteration 26Q: 3 clusters Score -1966256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1966300.125000 Penalty: 4706.372559
	Iteration 27Q: 3 clusters Score -1966300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1966341.375000 Penalty: 4706.372559
	Iteration 28Q: 3 clusters Score -1966341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1966381.375000 Penalty: 4706.372559
	Iteration 29Q: 3 clusters Score -1966381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1966414.500000 Penalty: 4706.372559
	Iteration 30Q: 3 clusters Score -1966414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1966452.750000 Penalty: 4706.372559
	Iteration 31Q: 3 clusters Score -1966453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1966483.500000 Penalty: 4706.372559
	Iteration 32Q: 3 clusters Score -1966484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1966513.500000 Penalty: 4706.372559
	Iteration 33Q: 3 clusters Score -1966514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1966534.125000 Penalty: 4706.372559
	Iteration 34Q: 3 clusters Score -1966534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1966554.625000 Penalty: 4706.372559
	Iteration 35Q: 3 clusters Score -1966555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1966579.625000 Penalty: 4706.372559
	Iteration 36Q: 3 clusters Score -1966580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1966591.875000 Penalty: 4706.372559
	Iteration 37Q: 3 clusters Score -1966592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1966605.750000 Penalty: 4706.372559
	Iteration 38Q: 3 clusters Score -1966606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1966618.125000 Penalty: 4706.372559
	Iteration 39Q: 3 clusters Score -1966618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1966627.375000 Penalty: 4706.372559
	Iteration 40F: 3 clusters Score -1966627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1966635.000000 Penalty: 4706.372559
	Iteration 41Q: 3 clusters Score -1966635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1966639.125000 Penalty: 4706.372559
	Iteration 42Q: 3 clusters Score -1966639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1966640.750000 Penalty: 4706.372559
	Iteration 43Q: 3 clusters Score -1966641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1966648.875000 Penalty: 4706.372559
	Iteration 44Q: 3 clusters Score -1966649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1966656.625000 Penalty: 4706.372559
	Iteration 45Q: 3 clusters Score -1966657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1966659.125000 Penalty: 4706.372559
	Iteration 46Q: 3 clusters Score -1966659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1966659.375000 Penalty: 4706.372559
	Iteration 47Q: 3 clusters Score -1966659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1966667.000000 Penalty: 4706.372559
	Iteration 48Q: 3 clusters Score -1966667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1966673.500000 Penalty: 4706.372559
	Iteration 49Q: 3 clusters Score -1966674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1966674.250000 Penalty: 4706.372559
	Iteration 50Q: 3 clusters Score -1966674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1966674.250000 Penalty: 4706.372559
	Iteration 51Q: 3 clusters Score -1966674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1966677.375000 Penalty: 4706.372559
	Iteration 52Q: 3 clusters Score -1966677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1966678.000000 Penalty: 4706.372559
	Iteration 53Q: 3 clusters Score -1966678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1966680.250000 Penalty: 4706.372559
	Iteration 54Q: 3 clusters Score -1966680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1966682.125000 Penalty: 4706.372559
	Iteration 55Q: 3 clusters Score -1966682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1966682.375000 Penalty: 4706.372559
	Iteration 56Q: 3 clusters Score -1966682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1966679.125000 Penalty: 4706.372559
	Iteration 57Q: 3 clusters Score -1966679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1966679.125000 Penalty: 4706.372559
	Iteration 58F: 3 clusters Score -1966679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Entering Unmasked Estep 
Score: -6233163.000000 Penalty: 2638.263916
	Iteration 0F: 2 clusters Score -6233163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -6204856.500000 Penalty: 5276.527832
	Iteration 0F: 3 clusters Score -6204856 nChanged 19134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -6216105.000000 Penalty: 5276.527832
	Iteration 1F: 3 clusters Score -6216105 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -6217725.000000 Penalty: 5276.527832
	Iteration 2F: 3 clusters Score -6217725 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -6219939.000000 Penalty: 5276.527832
	Iteration 3F: 3 clusters Score -6219939 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -6222031.000000 Penalty: 5276.527832
	Iteration 4F: 3 clusters Score -6222031 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6223851.500000 Penalty: 5276.527832
	Iteration 5F: 3 clusters Score -6223852 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -6225346.000000 Penalty: 5276.527832
	Iteration 6F: 3 clusters Score -6225346 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -6226706.500000 Penalty: 5276.527832
	Iteration 7F: 3 clusters Score -6226706 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -6227907.000000 Penalty: 5276.527832
	Iteration 8Q: 3 clusters Score -6227907 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -6229106.500000 Penalty: 5276.527832
	Iteration 9Q: 3 clusters Score -6229106 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -6230222.500000 Penalty: 5276.527832
	Iteration 10Q: 3 clusters Score -6230222 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -6231200.500000 Penalty: 5276.527832
	Iteration 11Q: 3 clusters Score -6231200 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6232057.000000 Penalty: 5276.527832
	Iteration 12Q: 3 clusters Score -6232057 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -6232617.000000 Penalty: 5276.527832
	Iteration 13Q: 3 clusters Score -6232617 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6233026.500000 Penalty: 5276.527832
	Iteration 14Q: 3 clusters Score -6233026 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -6233342.500000 Penalty: 5276.527832
	Iteration 15Q: 3 clusters Score -6233342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6233607.500000 Penalty: 5276.527832
	Iteration 16Q: 3 clusters Score -6233608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6233740.000000 Penalty: 5276.527832
	Iteration 17Q: 3 clusters Score -6233740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6233801.000000 Penalty: 5276.527832
	Iteration 18Q: 3 clusters Score -6233801 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6233828.500000 Penalty: 5276.527832
	Iteration 19Q: 3 clusters Score -6233828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6233843.000000 Penalty: 5276.527832
	Iteration 20F: 3 clusters Score -6233843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6233851.500000 Penalty: 5276.527832
	Iteration 21Q: 3 clusters Score -6233852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6233849.000000 Penalty: 5276.527832
	Iteration 22Q: 3 clusters Score -6233849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -6233854.000000 Penalty: 5276.527832
	Iteration 23Q: 3 clusters Score -6233854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -6233849.500000 Penalty: 5276.527832
	Iteration 24Q: 3 clusters Score -6233850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6233846.000000 Penalty: 5276.527832
	Iteration 25Q: 3 clusters Score -6233846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6233847.000000 Penalty: 5276.527832
	Iteration 26Q: 3 clusters Score -6233847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6233839.500000 Penalty: 5276.527832
	Iteration 27Q: 3 clusters Score -6233840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6233852.500000 Penalty: 5276.527832
	Iteration 28Q: 3 clusters Score -6233852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6233856.000000 Penalty: 5276.527832
	Iteration 29Q: 3 clusters Score -6233856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6233854.000000 Penalty: 5276.527832
	Iteration 30Q: 3 clusters Score -6233854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6233854.500000 Penalty: 5276.527832
	Iteration 31Q: 3 clusters Score -6233854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6233856.500000 Penalty: 5276.527832
	Iteration 32Q: 3 clusters Score -6233856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6233859.500000 Penalty: 5276.527832
	Iteration 33Q: 3 clusters Score -6233860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6233859.500000 Penalty: 5276.527832
	Iteration 34Q: 3 clusters Score -6233860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6233859.500000 Penalty: 5276.527832
	Iteration 35F: 3 clusters Score -6233860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 1791 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5407 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2530 members 
Entering Unmasked Estep 
Score: -115038608.000000 Penalty: 151731.828125
Splitting cluster 22 changes total score from -115038440.000000 to -115038608.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 23 (92276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92276 members 
Entering Unmasked Estep 
Score: -13883379.000000 Penalty: 2835.269775
	Iteration 0F: 2 clusters Score -1.388338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -13821681.000000 Penalty: 5670.539551
	Iteration 0F: 3 clusters Score -1.382168e+07 nChanged 43530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -13846357.000000 Penalty: 5670.539551
	Iteration 1F: 3 clusters Score -1.384636e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -13847135.000000 Penalty: 5670.539551
	Iteration 2Q: 3 clusters Score -1.384714e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -13848191.000000 Penalty: 5670.539551
	Iteration 3Q: 3 clusters Score -1.384819e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -13849805.000000 Penalty: 5670.539551
	Iteration 4Q: 3 clusters Score -1.38498e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -13852249.000000 Penalty: 5670.539551
	Iteration 5F: 3 clusters Score -1.385225e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -13856125.000000 Penalty: 5670.539551
	Iteration 6F: 3 clusters Score -1.385612e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -13861711.000000 Penalty: 5670.539551
	Iteration 7F: 3 clusters Score -1.386171e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -13868493.000000 Penalty: 5670.539551
	Iteration 8F: 3 clusters Score -1.386849e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 85618 members 
Entering Unmasked Estep 
Score: -13874466.000000 Penalty: 5670.539551
	Iteration 9F: 3 clusters Score -1.387447e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -13878285.000000 Penalty: 5670.539551
	Iteration 10Q: 3 clusters Score -1.387828e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -13879872.000000 Penalty: 5670.539551
	Iteration 11Q: 3 clusters Score -1.387987e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -13880504.000000 Penalty: 5670.539551
	Iteration 12Q: 3 clusters Score -1.38805e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -13880715.000000 Penalty: 5670.539551
	Iteration 13Q: 3 clusters Score -1.388072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -13880804.000000 Penalty: 5670.539551
	Iteration 14Q: 3 clusters Score -1.38808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -13880844.000000 Penalty: 5670.539551
	Iteration 15Q: 3 clusters Score -1.388084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -13880869.000000 Penalty: 5670.539551
	Iteration 16Q: 3 clusters Score -1.388087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -13880887.000000 Penalty: 5670.539551
	Iteration 17Q: 3 clusters Score -1.388089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -13880893.000000 Penalty: 5670.539551
	Iteration 18Q: 3 clusters Score -1.388089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 92078 members 
Entering Unmasked Estep 
Score: -13880899.000000 Penalty: 5670.539551
	Iteration 19Q: 3 clusters Score -1.38809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -13880902.000000 Penalty: 5670.539551
	Iteration 20F: 3 clusters Score -1.38809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -13880913.000000 Penalty: 5670.539551
	Iteration 21Q: 3 clusters Score -1.388091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -13880907.000000 Penalty: 5670.539551
	Iteration 22Q: 3 clusters Score -1.388091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 92093 members 
Entering Unmasked Estep 
Score: -13880917.000000 Penalty: 5670.539551
	Iteration 23Q: 3 clusters Score -1.388092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -13880917.000000 Penalty: 5670.539551
	Iteration 24Q: 3 clusters Score -1.388092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -13880917.000000 Penalty: 5670.539551
	Iteration 25F: 3 clusters Score -1.388092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Entering Unmasked Estep 
Score: -235899.781250 Penalty: 1857.651367
	Iteration 0F: 2 clusters Score -235899.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -233559.078125 Penalty: 3715.302734
	Iteration 0F: 3 clusters Score -233559.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -234278.750000 Penalty: 3715.302734
	Iteration 1F: 3 clusters Score -234278.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -234572.562500 Penalty: 3715.302734
	Iteration 2F: 3 clusters Score -234572.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -234801.687500 Penalty: 3715.302734
	Iteration 3F: 3 clusters Score -234801.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -235096.812500 Penalty: 3715.302734
	Iteration 4F: 3 clusters Score -235096.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -235578.515625 Penalty: 3715.302734
	Iteration 5F: 3 clusters Score -235578.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -236471.546875 Penalty: 3715.302734
	Iteration 6F: 3 clusters Score -236471.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -237944.640625 Penalty: 3715.302734
	Iteration 7F: 3 clusters Score -237944.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -239479.406250 Penalty: 3715.302734
	Iteration 8Q: 3 clusters Score -239479.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -239994.671875 Penalty: 3715.302734
	Iteration 9Q: 3 clusters Score -239994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240124.843750 Penalty: 3715.302734
	Iteration 10Q: 3 clusters Score -240124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -240124.843750 Penalty: 3715.302734
	Iteration 11F: 3 clusters Score -240124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 5407 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2530 members 
Mstep: Class 46 contains 849 members 
Entering Unmasked Estep 
Score: -115041632.000000 Penalty: 155103.640625
Splitting cluster 24 changes total score from -115038440.000000 to -115041632.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 25 (7558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Entering Unmasked Estep 
Score: -1054861.375000 Penalty: 2214.729736
	Iteration 0F: 2 clusters Score -1054861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1048740.625000 Penalty: 4429.459473
	Iteration 0F: 3 clusters Score -1048741 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1050490.000000 Penalty: 4429.459473
	Iteration 1F: 3 clusters Score -1050490 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1050880.000000 Penalty: 4429.459473
	Iteration 2F: 3 clusters Score -1050880 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1051222.750000 Penalty: 4429.459473
	Iteration 3F: 3 clusters Score -1051223 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1051530.250000 Penalty: 4429.459473
	Iteration 4F: 3 clusters Score -1051530 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1051799.625000 Penalty: 4429.459473
	Iteration 5F: 3 clusters Score -1051800 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1052022.625000 Penalty: 4429.459473
	Iteration 6Q: 3 clusters Score -1052023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1052200.250000 Penalty: 4429.459473
	Iteration 7Q: 3 clusters Score -1052200 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1052358.875000 Penalty: 4429.459473
	Iteration 8Q: 3 clusters Score -1052359 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1052494.375000 Penalty: 4429.459473
	Iteration 9Q: 3 clusters Score -1052494 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1052601.125000 Penalty: 4429.459473
	Iteration 10Q: 3 clusters Score -1052601 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1052699.625000 Penalty: 4429.459473
	Iteration 11Q: 3 clusters Score -1052700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1052772.875000 Penalty: 4429.459473
	Iteration 12Q: 3 clusters Score -1052773 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1052834.000000 Penalty: 4429.459473
	Iteration 13Q: 3 clusters Score -1052834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1052894.125000 Penalty: 4429.459473
	Iteration 14Q: 3 clusters Score -1052894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1052944.000000 Penalty: 4429.459473
	Iteration 15Q: 3 clusters Score -1052944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1052993.750000 Penalty: 4429.459473
	Iteration 16Q: 3 clusters Score -1052994 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1053063.250000 Penalty: 4429.459473
	Iteration 17Q: 3 clusters Score -1053063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1053113.000000 Penalty: 4429.459473
	Iteration 18Q: 3 clusters Score -1053113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1053160.375000 Penalty: 4429.459473
	Iteration 19Q: 3 clusters Score -1053160 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1053204.000000 Penalty: 4429.459473
	Iteration 20F: 3 clusters Score -1053204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1053253.875000 Penalty: 4429.459473
	Iteration 21Q: 3 clusters Score -1053254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1053286.500000 Penalty: 4429.459473
	Iteration 22Q: 3 clusters Score -1053286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1053311.000000 Penalty: 4429.459473
	Iteration 23Q: 3 clusters Score -1053311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1053320.500000 Penalty: 4429.459473
	Iteration 24Q: 3 clusters Score -1053320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1053333.125000 Penalty: 4429.459473
	Iteration 25Q: 3 clusters Score -1053333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1053344.375000 Penalty: 4429.459473
	Iteration 26Q: 3 clusters Score -1053344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1053354.750000 Penalty: 4429.459473
	Iteration 27Q: 3 clusters Score -1053355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1053360.625000 Penalty: 4429.459473
	Iteration 28Q: 3 clusters Score -1053361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1053371.125000 Penalty: 4429.459473
	Iteration 29Q: 3 clusters Score -1053371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1053380.750000 Penalty: 4429.459473
	Iteration 30Q: 3 clusters Score -1053381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1053384.500000 Penalty: 4429.459473
	Iteration 31Q: 3 clusters Score -1053384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1053386.750000 Penalty: 4429.459473
	Iteration 32Q: 3 clusters Score -1053387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1053390.125000 Penalty: 4429.459473
	Iteration 33Q: 3 clusters Score -1053390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1053390.625000 Penalty: 4429.459473
	Iteration 34Q: 3 clusters Score -1053391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1053390.375000 Penalty: 4429.459473
	Iteration 35Q: 3 clusters Score -1053390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1053391.500000 Penalty: 4429.459473
	Iteration 36Q: 3 clusters Score -1053392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1053393.875000 Penalty: 4429.459473
	Iteration 37Q: 3 clusters Score -1053394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1053394.875000 Penalty: 4429.459473
	Iteration 38Q: 3 clusters Score -1053395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1053395.750000 Penalty: 4429.459473
	Iteration 39Q: 3 clusters Score -1053396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1053397.125000 Penalty: 4429.459473
	Iteration 40F: 3 clusters Score -1053397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1053398.375000 Penalty: 4429.459473
	Iteration 41Q: 3 clusters Score -1053398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1053400.500000 Penalty: 4429.459473
	Iteration 42Q: 3 clusters Score -1053400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1053402.125000 Penalty: 4429.459473
	Iteration 43Q: 3 clusters Score -1053402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1053401.625000 Penalty: 4429.459473
	Iteration 44Q: 3 clusters Score -1053402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1053402.500000 Penalty: 4429.459473
	Iteration 45Q: 3 clusters Score -1053402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1053402.625000 Penalty: 4429.459473
	Iteration 46Q: 3 clusters Score -1053403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1053403.750000 Penalty: 4429.459473
	Iteration 47Q: 3 clusters Score -1053404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1053403.750000 Penalty: 4429.459473
	Iteration 48F: 3 clusters Score -1053404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Entering Unmasked Estep 
Score: -4488873.000000 Penalty: 2557.560791
	Iteration 0F: 2 clusters Score -4488873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -4468146.500000 Penalty: 5115.121582
	Iteration 0F: 3 clusters Score -4468146 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4475855.000000 Penalty: 5115.121582
	Iteration 1F: 3 clusters Score -4475855 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4476660.000000 Penalty: 5115.121582
	Iteration 2F: 3 clusters Score -4476660 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4477801.500000 Penalty: 5115.121582
	Iteration 3F: 3 clusters Score -4477802 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4479346.000000 Penalty: 5115.121582
	Iteration 4F: 3 clusters Score -4479346 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -4481050.500000 Penalty: 5115.121582
	Iteration 5F: 3 clusters Score -4481050 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -4482550.500000 Penalty: 5115.121582
	Iteration 6F: 3 clusters Score -4482550 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -4483855.000000 Penalty: 5115.121582
	Iteration 7F: 3 clusters Score -4483855 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4484979.000000 Penalty: 5115.121582
	Iteration 8Q: 3 clusters Score -4484979 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4485921.500000 Penalty: 5115.121582
	Iteration 9Q: 3 clusters Score -4485922 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4486702.000000 Penalty: 5115.121582
	Iteration 10Q: 3 clusters Score -4486702 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4487211.500000 Penalty: 5115.121582
	Iteration 11Q: 3 clusters Score -4487212 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4487511.000000 Penalty: 5115.121582
	Iteration 12Q: 3 clusters Score -4487511 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4487719.500000 Penalty: 5115.121582
	Iteration 13Q: 3 clusters Score -4487720 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4487897.000000 Penalty: 5115.121582
	Iteration 14Q: 3 clusters Score -4487897 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4488060.000000 Penalty: 5115.121582
	Iteration 15Q: 3 clusters Score -4488060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4488191.500000 Penalty: 5115.121582
	Iteration 16Q: 3 clusters Score -4488192 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4488274.000000 Penalty: 5115.121582
	Iteration 17Q: 3 clusters Score -4488274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4488319.000000 Penalty: 5115.121582
	Iteration 18Q: 3 clusters Score -4488319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4488344.000000 Penalty: 5115.121582
	Iteration 19Q: 3 clusters Score -4488344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4488352.000000 Penalty: 5115.121582
	Iteration 20F: 3 clusters Score -4488352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4488368.000000 Penalty: 5115.121582
	Iteration 21Q: 3 clusters Score -4488368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4488371.000000 Penalty: 5115.121582
	Iteration 22Q: 3 clusters Score -4488371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4488370.500000 Penalty: 5115.121582
	Iteration 23Q: 3 clusters Score -4488370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4488369.000000 Penalty: 5115.121582
	Iteration 24Q: 3 clusters Score -4488369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4488371.500000 Penalty: 5115.121582
	Iteration 25Q: 3 clusters Score -4488372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4488368.500000 Penalty: 5115.121582
	Iteration 26Q: 3 clusters Score -4488368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4488374.000000 Penalty: 5115.121582
	Iteration 27Q: 3 clusters Score -4488374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4488371.500000 Penalty: 5115.121582
	Iteration 28Q: 3 clusters Score -4488372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4488373.000000 Penalty: 5115.121582
	Iteration 29Q: 3 clusters Score -4488373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4488373.500000 Penalty: 5115.121582
	Iteration 30Q: 3 clusters Score -4488374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4488371.500000 Penalty: 5115.121582
	Iteration 31Q: 3 clusters Score -4488372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4488372.500000 Penalty: 5115.121582
	Iteration 32Q: 3 clusters Score -4488372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4488371.000000 Penalty: 5115.121582
	Iteration 33Q: 3 clusters Score -4488371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4488368.000000 Penalty: 5115.121582
	Iteration 34Q: 3 clusters Score -4488368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4488369.500000 Penalty: 5115.121582
	Iteration 35Q: 3 clusters Score -4488370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4488371.000000 Penalty: 5115.121582
	Iteration 36Q: 3 clusters Score -4488371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4488373.000000 Penalty: 5115.121582
	Iteration 37Q: 3 clusters Score -4488373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4488371.500000 Penalty: 5115.121582
	Iteration 38Q: 3 clusters Score -4488372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4488370.500000 Penalty: 5115.121582
	Iteration 39Q: 3 clusters Score -4488370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4488370.500000 Penalty: 5115.121582
	Iteration 40F: 3 clusters Score -4488370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -957046.937500 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -957046.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -951526.062500 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -951526.1 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -953076.375000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -953076.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -953529.562500 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -953529.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -953931.187500 Penalty: 4364.183105
	Iteration 3F: 3 clusters Score -953931.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -954428.500000 Penalty: 4364.183105
	Iteration 4F: 3 clusters Score -954428.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -955050.250000 Penalty: 4364.183105
	Iteration 5F: 3 clusters Score -955050.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -955634.750000 Penalty: 4364.183105
	Iteration 6F: 3 clusters Score -955634.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -955983.187500 Penalty: 4364.183105
	Iteration 7F: 3 clusters Score -955983.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -956173.062500 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -956173.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -956261.437500 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -956261.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -956304.500000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -956304.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -956331.875000 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -956331.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -956345.937500 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -956345.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -956356.250000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -956356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -956359.687500 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -956359.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -956362.687500 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -956362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -956363.625000 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -956363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -956363.937500 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -956363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -956363.937500 Penalty: 4364.183105
	Iteration 18F: 3 clusters Score -956363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Entering Unmasked Estep 
Score: -1755546.375000 Penalty: 2324.032227
	Iteration 0F: 2 clusters Score -1755546 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 5735 members 
Entering Unmasked Estep 
Score: -1746767.500000 Penalty: 4648.064453
	Iteration 0F: 3 clusters Score -1746768 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1749475.375000 Penalty: 4648.064453
	Iteration 1F: 3 clusters Score -1749475 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1749966.500000 Penalty: 4648.064453
	Iteration 2F: 3 clusters Score -1749966 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1750443.000000 Penalty: 4648.064453
	Iteration 3F: 3 clusters Score -1750443 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1750900.125000 Penalty: 4648.064453
	Iteration 4F: 3 clusters Score -1750900 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1751338.625000 Penalty: 4648.064453
	Iteration 5F: 3 clusters Score -1751339 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1751759.375000 Penalty: 4648.064453
	Iteration 6F: 3 clusters Score -1751759 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1752092.500000 Penalty: 4648.064453
	Iteration 7Q: 3 clusters Score -1752092 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1752354.375000 Penalty: 4648.064453
	Iteration 8Q: 3 clusters Score -1752354 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1752598.000000 Penalty: 4648.064453
	Iteration 9Q: 3 clusters Score -1752598 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1752814.375000 Penalty: 4648.064453
	Iteration 10Q: 3 clusters Score -1752814 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1752998.250000 Penalty: 4648.064453
	Iteration 11Q: 3 clusters Score -1752998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1753145.375000 Penalty: 4648.064453
	Iteration 12Q: 3 clusters Score -1753145 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1753245.000000 Penalty: 4648.064453
	Iteration 13Q: 3 clusters Score -1753245 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1753326.250000 Penalty: 4648.064453
	Iteration 14Q: 3 clusters Score -1753326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1753396.500000 Penalty: 4648.064453
	Iteration 15Q: 3 clusters Score -1753396 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1753463.125000 Penalty: 4648.064453
	Iteration 16Q: 3 clusters Score -1753463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1753503.375000 Penalty: 4648.064453
	Iteration 17Q: 3 clusters Score -1753503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1753558.750000 Penalty: 4648.064453
	Iteration 18Q: 3 clusters Score -1753559 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1753610.000000 Penalty: 4648.064453
	Iteration 19Q: 3 clusters Score -1753610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1753656.625000 Penalty: 4648.064453
	Iteration 20F: 3 clusters Score -1753657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1753701.125000 Penalty: 4648.064453
	Iteration 21Q: 3 clusters Score -1753701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1753752.125000 Penalty: 4648.064453
	Iteration 22Q: 3 clusters Score -1753752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1753790.000000 Penalty: 4648.064453
	Iteration 23Q: 3 clusters Score -1753790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1753811.500000 Penalty: 4648.064453
	Iteration 24Q: 3 clusters Score -1753812 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1753823.625000 Penalty: 4648.064453
	Iteration 25Q: 3 clusters Score -1753824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1753835.875000 Penalty: 4648.064453
	Iteration 26Q: 3 clusters Score -1753836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1753845.375000 Penalty: 4648.064453
	Iteration 27Q: 3 clusters Score -1753845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1753851.250000 Penalty: 4648.064453
	Iteration 28Q: 3 clusters Score -1753851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1753856.750000 Penalty: 4648.064453
	Iteration 29Q: 3 clusters Score -1753857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1753857.250000 Penalty: 4648.064453
	Iteration 30Q: 3 clusters Score -1753857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1753859.500000 Penalty: 4648.064453
	Iteration 31Q: 3 clusters Score -1753860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1753862.000000 Penalty: 4648.064453
	Iteration 32Q: 3 clusters Score -1753862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1753863.750000 Penalty: 4648.064453
	Iteration 33Q: 3 clusters Score -1753864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1753864.500000 Penalty: 4648.064453
	Iteration 34Q: 3 clusters Score -1753864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1753867.875000 Penalty: 4648.064453
	Iteration 35Q: 3 clusters Score -1753868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1753868.000000 Penalty: 4648.064453
	Iteration 36Q: 3 clusters Score -1753868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1753872.875000 Penalty: 4648.064453
	Iteration 37Q: 3 clusters Score -1753873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1753873.000000 Penalty: 4648.064453
	Iteration 38Q: 3 clusters Score -1753873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1753876.250000 Penalty: 4648.064453
	Iteration 39Q: 3 clusters Score -1753876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1753879.625000 Penalty: 4648.064453
	Iteration 40F: 3 clusters Score -1753880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1753887.250000 Penalty: 4648.064453
	Iteration 41Q: 3 clusters Score -1753887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1753894.750000 Penalty: 4648.064453
	Iteration 42Q: 3 clusters Score -1753895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1753896.625000 Penalty: 4648.064453
	Iteration 43Q: 3 clusters Score -1753897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1753899.375000 Penalty: 4648.064453
	Iteration 44Q: 3 clusters Score -1753899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1753899.875000 Penalty: 4648.064453
	Iteration 45Q: 3 clusters Score -1753900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1753899.375000 Penalty: 4648.064453
	Iteration 46Q: 3 clusters Score -1753899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1753899.375000 Penalty: 4648.064453
	Iteration 47F: 3 clusters Score -1753899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Entering Unmasked Estep 
Score: -2237927.750000 Penalty: 2402.085693
	Iteration 0F: 2 clusters Score -2237928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2226463.750000 Penalty: 4804.171387
	Iteration 0F: 3 clusters Score -2226464 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2230170.500000 Penalty: 4804.171387
	Iteration 1F: 3 clusters Score -2230170 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2230678.500000 Penalty: 4804.171387
	Iteration 2F: 3 clusters Score -2230678 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2231110.500000 Penalty: 4804.171387
	Iteration 3F: 3 clusters Score -2231110 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2231531.000000 Penalty: 4804.171387
	Iteration 4F: 3 clusters Score -2231531 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2231874.750000 Penalty: 4804.171387
	Iteration 5Q: 3 clusters Score -2231875 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2232171.500000 Penalty: 4804.171387
	Iteration 6Q: 3 clusters Score -2232172 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2232438.750000 Penalty: 4804.171387
	Iteration 7Q: 3 clusters Score -2232439 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2232685.500000 Penalty: 4804.171387
	Iteration 8Q: 3 clusters Score -2232686 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2232887.000000 Penalty: 4804.171387
	Iteration 9Q: 3 clusters Score -2232887 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2233097.000000 Penalty: 4804.171387
	Iteration 10Q: 3 clusters Score -2233097 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2233284.250000 Penalty: 4804.171387
	Iteration 11Q: 3 clusters Score -2233284 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2233450.250000 Penalty: 4804.171387
	Iteration 12Q: 3 clusters Score -2233450 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2233603.250000 Penalty: 4804.171387
	Iteration 13Q: 3 clusters Score -2233603 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2233726.250000 Penalty: 4804.171387
	Iteration 14Q: 3 clusters Score -2233726 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2233831.250000 Penalty: 4804.171387
	Iteration 15Q: 3 clusters Score -2233831 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2233909.750000 Penalty: 4804.171387
	Iteration 16Q: 3 clusters Score -2233910 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2233970.500000 Penalty: 4804.171387
	Iteration 17Q: 3 clusters Score -2233970 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2234039.000000 Penalty: 4804.171387
	Iteration 18Q: 3 clusters Score -2234039 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2234084.750000 Penalty: 4804.171387
	Iteration 19Q: 3 clusters Score -2234085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2234133.000000 Penalty: 4804.171387
	Iteration 20F: 3 clusters Score -2234133 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2234180.250000 Penalty: 4804.171387
	Iteration 21Q: 3 clusters Score -2234180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2234205.500000 Penalty: 4804.171387
	Iteration 22Q: 3 clusters Score -2234206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -2234262.750000 Penalty: 4804.171387
	Iteration 23Q: 3 clusters Score -2234263 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2234308.250000 Penalty: 4804.171387
	Iteration 24Q: 3 clusters Score -2234308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2234347.500000 Penalty: 4804.171387
	Iteration 25Q: 3 clusters Score -2234348 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -2234406.000000 Penalty: 4804.171387
	Iteration 26Q: 3 clusters Score -2234406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2234468.500000 Penalty: 4804.171387
	Iteration 27Q: 3 clusters Score -2234468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2234510.000000 Penalty: 4804.171387
	Iteration 28Q: 3 clusters Score -2234510 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2234550.750000 Penalty: 4804.171387
	Iteration 29Q: 3 clusters Score -2234551 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2234579.000000 Penalty: 4804.171387
	Iteration 30Q: 3 clusters Score -2234579 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2234617.750000 Penalty: 4804.171387
	Iteration 31Q: 3 clusters Score -2234618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2234660.250000 Penalty: 4804.171387
	Iteration 32Q: 3 clusters Score -2234660 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2234703.250000 Penalty: 4804.171387
	Iteration 33Q: 3 clusters Score -2234703 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2234736.750000 Penalty: 4804.171387
	Iteration 34Q: 3 clusters Score -2234737 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2234784.500000 Penalty: 4804.171387
	Iteration 35Q: 3 clusters Score -2234784 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2234841.500000 Penalty: 4804.171387
	Iteration 36Q: 3 clusters Score -2234842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2234916.000000 Penalty: 4804.171387
	Iteration 37Q: 3 clusters Score -2234916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2234991.750000 Penalty: 4804.171387
	Iteration 38Q: 3 clusters Score -2234992 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2235079.250000 Penalty: 4804.171387
	Iteration 39Q: 3 clusters Score -2235079 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2235143.000000 Penalty: 4804.171387
	Iteration 40F: 3 clusters Score -2235143 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2235207.500000 Penalty: 4804.171387
	Iteration 41Q: 3 clusters Score -2235208 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2235274.250000 Penalty: 4804.171387
	Iteration 42Q: 3 clusters Score -2235274 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2235345.250000 Penalty: 4804.171387
	Iteration 43Q: 3 clusters Score -2235345 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2235426.250000 Penalty: 4804.171387
	Iteration 44Q: 3 clusters Score -2235426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2235499.250000 Penalty: 4804.171387
	Iteration 45Q: 3 clusters Score -2235499 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2235556.500000 Penalty: 4804.171387
	Iteration 46Q: 3 clusters Score -2235556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2235621.750000 Penalty: 4804.171387
	Iteration 47Q: 3 clusters Score -2235622 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2235670.500000 Penalty: 4804.171387
	Iteration 48Q: 3 clusters Score -2235670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2235728.500000 Penalty: 4804.171387
	Iteration 49Q: 3 clusters Score -2235728 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2235787.500000 Penalty: 4804.171387
	Iteration 50Q: 3 clusters Score -2235788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2235852.250000 Penalty: 4804.171387
	Iteration 51Q: 3 clusters Score -2235852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2235942.000000 Penalty: 4804.171387
	Iteration 52Q: 3 clusters Score -2235942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2236012.500000 Penalty: 4804.171387
	Iteration 53Q: 3 clusters Score -2236012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2236074.250000 Penalty: 4804.171387
	Iteration 54Q: 3 clusters Score -2236074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2236109.750000 Penalty: 4804.171387
	Iteration 55Q: 3 clusters Score -2236110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2236148.000000 Penalty: 4804.171387
	Iteration 56Q: 3 clusters Score -2236148 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2236194.750000 Penalty: 4804.171387
	Iteration 57Q: 3 clusters Score -2236195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2236232.000000 Penalty: 4804.171387
	Iteration 58Q: 3 clusters Score -2236232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2236248.250000 Penalty: 4804.171387
	Iteration 59Q: 3 clusters Score -2236248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2236271.250000 Penalty: 4804.171387
	Iteration 60F: 3 clusters Score -2236271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2236292.750000 Penalty: 4804.171387
	Iteration 61Q: 3 clusters Score -2236293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2236303.750000 Penalty: 4804.171387
	Iteration 62Q: 3 clusters Score -2236304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2236314.000000 Penalty: 4804.171387
	Iteration 63Q: 3 clusters Score -2236314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2236324.250000 Penalty: 4804.171387
	Iteration 64Q: 3 clusters Score -2236324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2236332.000000 Penalty: 4804.171387
	Iteration 65Q: 3 clusters Score -2236332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2236342.750000 Penalty: 4804.171387
	Iteration 66Q: 3 clusters Score -2236343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2236349.500000 Penalty: 4804.171387
	Iteration 67Q: 3 clusters Score -2236350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2236362.250000 Penalty: 4804.171387
	Iteration 68Q: 3 clusters Score -2236362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2236375.000000 Penalty: 4804.171387
	Iteration 69Q: 3 clusters Score -2236375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2236384.750000 Penalty: 4804.171387
	Iteration 70Q: 3 clusters Score -2236385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2236393.750000 Penalty: 4804.171387
	Iteration 71Q: 3 clusters Score -2236394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2236398.500000 Penalty: 4804.171387
	Iteration 72Q: 3 clusters Score -2236398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2236410.000000 Penalty: 4804.171387
	Iteration 73Q: 3 clusters Score -2236410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2236410.250000 Penalty: 4804.171387
	Iteration 74Q: 3 clusters Score -2236410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2236415.750000 Penalty: 4804.171387
	Iteration 75Q: 3 clusters Score -2236416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2236414.750000 Penalty: 4804.171387
	Iteration 76Q: 3 clusters Score -2236415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2236419.750000 Penalty: 4804.171387
	Iteration 77Q: 3 clusters Score -2236420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2236426.250000 Penalty: 4804.171387
	Iteration 78Q: 3 clusters Score -2236426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2236433.000000 Penalty: 4804.171387
	Iteration 79Q: 3 clusters Score -2236433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2236440.750000 Penalty: 4804.171387
	Iteration 80F: 3 clusters Score -2236441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2236446.000000 Penalty: 4804.171387
	Iteration 81Q: 3 clusters Score -2236446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2236446.500000 Penalty: 4804.171387
	Iteration 82Q: 3 clusters Score -2236446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2236443.250000 Penalty: 4804.171387
	Iteration 83Q: 3 clusters Score -2236443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2236442.000000 Penalty: 4804.171387
	Iteration 84Q: 3 clusters Score -2236442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2236445.750000 Penalty: 4804.171387
	Iteration 85Q: 3 clusters Score -2236446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2236448.500000 Penalty: 4804.171387
	Iteration 86Q: 3 clusters Score -2236448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2236447.250000 Penalty: 4804.171387
	Iteration 87Q: 3 clusters Score -2236447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2236447.000000 Penalty: 4804.171387
	Iteration 88Q: 3 clusters Score -2236447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2236447.750000 Penalty: 4804.171387
	Iteration 89Q: 3 clusters Score -2236448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2236449.250000 Penalty: 4804.171387
	Iteration 90Q: 3 clusters Score -2236449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2236449.250000 Penalty: 4804.171387
	Iteration 91F: 3 clusters Score -2236449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -980694.312500 Penalty: 2198.597168
	Iteration 0F: 2 clusters Score -980694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -974880.375000 Penalty: 4397.194336
	Iteration 0F: 3 clusters Score -974880.4 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -976758.625000 Penalty: 4397.194336
	Iteration 1F: 3 clusters Score -976758.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -977484.312500 Penalty: 4397.194336
	Iteration 2F: 3 clusters Score -977484.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -978146.750000 Penalty: 4397.194336
	Iteration 3F: 3 clusters Score -978146.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -978642.062500 Penalty: 4397.194336
	Iteration 4F: 3 clusters Score -978642.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -979021.125000 Penalty: 4397.194336
	Iteration 5F: 3 clusters Score -979021.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -979258.750000 Penalty: 4397.194336
	Iteration 6Q: 3 clusters Score -979258.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -979416.125000 Penalty: 4397.194336
	Iteration 7Q: 3 clusters Score -979416.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -979521.312500 Penalty: 4397.194336
	Iteration 8Q: 3 clusters Score -979521.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -979600.312500 Penalty: 4397.194336
	Iteration 9Q: 3 clusters Score -979600.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -979669.562500 Penalty: 4397.194336
	Iteration 10Q: 3 clusters Score -979669.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -979721.000000 Penalty: 4397.194336
	Iteration 11Q: 3 clusters Score -979721 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -979764.937500 Penalty: 4397.194336
	Iteration 12Q: 3 clusters Score -979764.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -979802.750000 Penalty: 4397.194336
	Iteration 13Q: 3 clusters Score -979802.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -979837.437500 Penalty: 4397.194336
	Iteration 14Q: 3 clusters Score -979837.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -979871.500000 Penalty: 4397.194336
	Iteration 15Q: 3 clusters Score -979871.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -979899.687500 Penalty: 4397.194336
	Iteration 16Q: 3 clusters Score -979899.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -979925.937500 Penalty: 4397.194336
	Iteration 17Q: 3 clusters Score -979925.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -979946.750000 Penalty: 4397.194336
	Iteration 18Q: 3 clusters Score -979946.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -979964.125000 Penalty: 4397.194336
	Iteration 19Q: 3 clusters Score -979964.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -979990.187500 Penalty: 4397.194336
	Iteration 20F: 3 clusters Score -979990.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -980007.562500 Penalty: 4397.194336
	Iteration 21Q: 3 clusters Score -980007.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -980021.375000 Penalty: 4397.194336
	Iteration 22Q: 3 clusters Score -980021.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -980041.187500 Penalty: 4397.194336
	Iteration 23Q: 3 clusters Score -980041.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -980058.562500 Penalty: 4397.194336
	Iteration 24Q: 3 clusters Score -980058.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -980077.250000 Penalty: 4397.194336
	Iteration 25Q: 3 clusters Score -980077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -980088.562500 Penalty: 4397.194336
	Iteration 26Q: 3 clusters Score -980088.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -980104.062500 Penalty: 4397.194336
	Iteration 27Q: 3 clusters Score -980104.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -980117.687500 Penalty: 4397.194336
	Iteration 28Q: 3 clusters Score -980117.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -980134.562500 Penalty: 4397.194336
	Iteration 29Q: 3 clusters Score -980134.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -980144.000000 Penalty: 4397.194336
	Iteration 30Q: 3 clusters Score -980144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -980149.875000 Penalty: 4397.194336
	Iteration 31Q: 3 clusters Score -980149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -980152.250000 Penalty: 4397.194336
	Iteration 32Q: 3 clusters Score -980152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -980156.375000 Penalty: 4397.194336
	Iteration 33Q: 3 clusters Score -980156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -980157.187500 Penalty: 4397.194336
	Iteration 34Q: 3 clusters Score -980157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -980159.812500 Penalty: 4397.194336
	Iteration 35Q: 3 clusters Score -980159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -980161.875000 Penalty: 4397.194336
	Iteration 36Q: 3 clusters Score -980161.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -980166.000000 Penalty: 4397.194336
	Iteration 37Q: 3 clusters Score -980166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -980168.250000 Penalty: 4397.194336
	Iteration 38Q: 3 clusters Score -980168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -980169.375000 Penalty: 4397.194336
	Iteration 39Q: 3 clusters Score -980169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -980172.062500 Penalty: 4397.194336
	Iteration 40F: 3 clusters Score -980172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -980174.187500 Penalty: 4397.194336
	Iteration 41Q: 3 clusters Score -980174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -980173.375000 Penalty: 4397.194336
	Iteration 42Q: 3 clusters Score -980173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -980174.625000 Penalty: 4397.194336
	Iteration 43Q: 3 clusters Score -980174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -980174.687500 Penalty: 4397.194336
	Iteration 44Q: 3 clusters Score -980174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -980174.437500 Penalty: 4397.194336
	Iteration 45Q: 3 clusters Score -980174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -980176.187500 Penalty: 4397.194336
	Iteration 46Q: 3 clusters Score -980176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -980175.187500 Penalty: 4397.194336
	Iteration 47Q: 3 clusters Score -980175.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -980175.187500 Penalty: 4397.194336
	Iteration 48F: 3 clusters Score -980175.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -149422.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -149422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147534.171875 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -147534.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -148005.437500 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -148005.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148239.765625 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -148239.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148415.875000 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -148415.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148495.953125 Penalty: 3496.860840
	Iteration 4Q: 3 clusters Score -148496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -148530.062500 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -148530.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -148555.703125 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -148555.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -148599.281250 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -148599.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -148625.781250 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -148625.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148644.781250 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -148644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148661.437500 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -148661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148679.218750 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -148679.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148684.609375 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -148684.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148687.140625 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -148687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -148688.546875 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -148688.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -148688.546875 Penalty: 3496.860840
	Iteration 15F: 3 clusters Score -148688.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Entering Unmasked Estep 
Score: -1610791.500000 Penalty: 2298.965820
	Iteration 0F: 2 clusters Score -1610792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1602670.500000 Penalty: 4597.931641
	Iteration 0F: 3 clusters Score -1602670 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1604994.000000 Penalty: 4597.931641
	Iteration 1F: 3 clusters Score -1604994 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1605301.750000 Penalty: 4597.931641
	Iteration 2F: 3 clusters Score -1605302 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1605538.875000 Penalty: 4597.931641
	Iteration 3F: 3 clusters Score -1605539 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1605711.500000 Penalty: 4597.931641
	Iteration 4Q: 3 clusters Score -1605712 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1605879.875000 Penalty: 4597.931641
	Iteration 5Q: 3 clusters Score -1605880 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1606025.375000 Penalty: 4597.931641
	Iteration 6Q: 3 clusters Score -1606025 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1606151.500000 Penalty: 4597.931641
	Iteration 7Q: 3 clusters Score -1606152 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1606286.875000 Penalty: 4597.931641
	Iteration 8Q: 3 clusters Score -1606287 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1606442.125000 Penalty: 4597.931641
	Iteration 9Q: 3 clusters Score -1606442 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1606590.750000 Penalty: 4597.931641
	Iteration 10Q: 3 clusters Score -1606591 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1606747.750000 Penalty: 4597.931641
	Iteration 11Q: 3 clusters Score -1606748 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1606919.250000 Penalty: 4597.931641
	Iteration 12Q: 3 clusters Score -1606919 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1607113.875000 Penalty: 4597.931641
	Iteration 13Q: 3 clusters Score -1607114 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1607317.625000 Penalty: 4597.931641
	Iteration 14Q: 3 clusters Score -1607318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1607505.750000 Penalty: 4597.931641
	Iteration 15Q: 3 clusters Score -1607506 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1607678.125000 Penalty: 4597.931641
	Iteration 16Q: 3 clusters Score -1607678 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1607828.250000 Penalty: 4597.931641
	Iteration 17Q: 3 clusters Score -1607828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1607956.500000 Penalty: 4597.931641
	Iteration 18Q: 3 clusters Score -1607956 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1608081.625000 Penalty: 4597.931641
	Iteration 19Q: 3 clusters Score -1608082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1608207.375000 Penalty: 4597.931641
	Iteration 20F: 3 clusters Score -1608207 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1608319.125000 Penalty: 4597.931641
	Iteration 21Q: 3 clusters Score -1608319 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1608424.125000 Penalty: 4597.931641
	Iteration 22Q: 3 clusters Score -1608424 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1608524.125000 Penalty: 4597.931641
	Iteration 23Q: 3 clusters Score -1608524 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1608594.250000 Penalty: 4597.931641
	Iteration 24Q: 3 clusters Score -1608594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1608650.875000 Penalty: 4597.931641
	Iteration 25Q: 3 clusters Score -1608651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1608700.250000 Penalty: 4597.931641
	Iteration 26Q: 3 clusters Score -1608700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1608734.750000 Penalty: 4597.931641
	Iteration 27Q: 3 clusters Score -1608735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1608750.000000 Penalty: 4597.931641
	Iteration 28Q: 3 clusters Score -1608750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1608768.000000 Penalty: 4597.931641
	Iteration 29Q: 3 clusters Score -1608768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1608782.125000 Penalty: 4597.931641
	Iteration 30Q: 3 clusters Score -1608782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1608795.750000 Penalty: 4597.931641
	Iteration 31Q: 3 clusters Score -1608796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1608800.000000 Penalty: 4597.931641
	Iteration 32Q: 3 clusters Score -1608800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1608812.250000 Penalty: 4597.931641
	Iteration 33Q: 3 clusters Score -1608812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1608819.875000 Penalty: 4597.931641
	Iteration 34Q: 3 clusters Score -1608820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1608830.375000 Penalty: 4597.931641
	Iteration 35Q: 3 clusters Score -1608830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1608838.625000 Penalty: 4597.931641
	Iteration 36Q: 3 clusters Score -1608839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1608849.375000 Penalty: 4597.931641
	Iteration 37Q: 3 clusters Score -1608849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1608860.875000 Penalty: 4597.931641
	Iteration 38Q: 3 clusters Score -1608861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1608868.500000 Penalty: 4597.931641
	Iteration 39Q: 3 clusters Score -1608868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1608882.375000 Penalty: 4597.931641
	Iteration 40F: 3 clusters Score -1608882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1608887.625000 Penalty: 4597.931641
	Iteration 41Q: 3 clusters Score -1608888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1608891.875000 Penalty: 4597.931641
	Iteration 42Q: 3 clusters Score -1608892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1608897.625000 Penalty: 4597.931641
	Iteration 43Q: 3 clusters Score -1608898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1608897.500000 Penalty: 4597.931641
	Iteration 44Q: 3 clusters Score -1608898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1608897.500000 Penalty: 4597.931641
	Iteration 45F: 3 clusters Score -1608898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (30269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Entering Unmasked Estep 
Score: -4179240.250000 Penalty: 2558.834229
	Iteration 0F: 2 clusters Score -4179240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -4158570.250000 Penalty: 5117.668457
	Iteration 0F: 3 clusters Score -4158570 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4166593.750000 Penalty: 5117.668457
	Iteration 1F: 3 clusters Score -4166594 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4167684.500000 Penalty: 5117.668457
	Iteration 2F: 3 clusters Score -4167684 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4168819.250000 Penalty: 5117.668457
	Iteration 3F: 3 clusters Score -4168819 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4169934.250000 Penalty: 5117.668457
	Iteration 4F: 3 clusters Score -4169934 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4170911.250000 Penalty: 5117.668457
	Iteration 5F: 3 clusters Score -4170911 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4171749.750000 Penalty: 5117.668457
	Iteration 6F: 3 clusters Score -4171750 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4172406.500000 Penalty: 5117.668457
	Iteration 7Q: 3 clusters Score -4172406 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4172961.250000 Penalty: 5117.668457
	Iteration 8Q: 3 clusters Score -4172961 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4173396.000000 Penalty: 5117.668457
	Iteration 9Q: 3 clusters Score -4173396 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4173738.500000 Penalty: 5117.668457
	Iteration 10Q: 3 clusters Score -4173738 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -4174019.500000 Penalty: 5117.668457
	Iteration 11Q: 3 clusters Score -4174020 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -4174245.500000 Penalty: 5117.668457
	Iteration 12Q: 3 clusters Score -4174246 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4174418.750000 Penalty: 5117.668457
	Iteration 13Q: 3 clusters Score -4174419 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -4174575.500000 Penalty: 5117.668457
	Iteration 14Q: 3 clusters Score -4174576 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -4174689.500000 Penalty: 5117.668457
	Iteration 15Q: 3 clusters Score -4174690 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -4174802.250000 Penalty: 5117.668457
	Iteration 16Q: 3 clusters Score -4174802 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -4174879.500000 Penalty: 5117.668457
	Iteration 17Q: 3 clusters Score -4174880 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -4174941.250000 Penalty: 5117.668457
	Iteration 18Q: 3 clusters Score -4174941 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4175018.000000 Penalty: 5117.668457
	Iteration 19Q: 3 clusters Score -4175018 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4175091.250000 Penalty: 5117.668457
	Iteration 20F: 3 clusters Score -4175091 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -4175128.750000 Penalty: 5117.668457
	Iteration 21Q: 3 clusters Score -4175129 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -4175167.000000 Penalty: 5117.668457
	Iteration 22Q: 3 clusters Score -4175167 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4175203.000000 Penalty: 5117.668457
	Iteration 23Q: 3 clusters Score -4175203 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -4175215.750000 Penalty: 5117.668457
	Iteration 24Q: 3 clusters Score -4175216 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -4175242.250000 Penalty: 5117.668457
	Iteration 25Q: 3 clusters Score -4175242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4175268.250000 Penalty: 5117.668457
	Iteration 26Q: 3 clusters Score -4175268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4175296.500000 Penalty: 5117.668457
	Iteration 27Q: 3 clusters Score -4175296 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4175329.500000 Penalty: 5117.668457
	Iteration 28Q: 3 clusters Score -4175330 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4175377.250000 Penalty: 5117.668457
	Iteration 29Q: 3 clusters Score -4175377 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4175429.750000 Penalty: 5117.668457
	Iteration 30Q: 3 clusters Score -4175430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4175471.000000 Penalty: 5117.668457
	Iteration 31Q: 3 clusters Score -4175471 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4175499.000000 Penalty: 5117.668457
	Iteration 32Q: 3 clusters Score -4175499 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4175572.500000 Penalty: 5117.668457
	Iteration 33Q: 3 clusters Score -4175572 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4175639.250000 Penalty: 5117.668457
	Iteration 34Q: 3 clusters Score -4175639 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4175684.500000 Penalty: 5117.668457
	Iteration 35Q: 3 clusters Score -4175684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4175725.500000 Penalty: 5117.668457
	Iteration 36Q: 3 clusters Score -4175726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4175756.750000 Penalty: 5117.668457
	Iteration 37Q: 3 clusters Score -4175757 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -4175788.000000 Penalty: 5117.668457
	Iteration 38Q: 3 clusters Score -4175788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -4175831.750000 Penalty: 5117.668457
	Iteration 39Q: 3 clusters Score -4175832 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -4175871.000000 Penalty: 5117.668457
	Iteration 40F: 3 clusters Score -4175871 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4175904.250000 Penalty: 5117.668457
	Iteration 41Q: 3 clusters Score -4175904 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4175913.500000 Penalty: 5117.668457
	Iteration 42Q: 3 clusters Score -4175914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4175941.000000 Penalty: 5117.668457
	Iteration 43Q: 3 clusters Score -4175941 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4175963.500000 Penalty: 5117.668457
	Iteration 44Q: 3 clusters Score -4175964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4175996.500000 Penalty: 5117.668457
	Iteration 45Q: 3 clusters Score -4175996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4176046.000000 Penalty: 5117.668457
	Iteration 46Q: 3 clusters Score -4176046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -4176068.250000 Penalty: 5117.668457
	Iteration 47Q: 3 clusters Score -4176068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4176097.750000 Penalty: 5117.668457
	Iteration 48Q: 3 clusters Score -4176098 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -4176131.000000 Penalty: 5117.668457
	Iteration 49Q: 3 clusters Score -4176131 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4176182.500000 Penalty: 5117.668457
	Iteration 50Q: 3 clusters Score -4176182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4176226.750000 Penalty: 5117.668457
	Iteration 51Q: 3 clusters Score -4176227 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4176290.250000 Penalty: 5117.668457
	Iteration 52Q: 3 clusters Score -4176290 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4176322.000000 Penalty: 5117.668457
	Iteration 53Q: 3 clusters Score -4176322 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4176383.500000 Penalty: 5117.668457
	Iteration 54Q: 3 clusters Score -4176384 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -4176459.000000 Penalty: 5117.668457
	Iteration 55Q: 3 clusters Score -4176459 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -4176508.500000 Penalty: 5117.668457
	Iteration 56Q: 3 clusters Score -4176508 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4176563.500000 Penalty: 5117.668457
	Iteration 57Q: 3 clusters Score -4176564 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4176626.500000 Penalty: 5117.668457
	Iteration 58Q: 3 clusters Score -4176626 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4176681.500000 Penalty: 5117.668457
	Iteration 59Q: 3 clusters Score -4176682 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4176775.750000 Penalty: 5117.668457
	Iteration 60F: 3 clusters Score -4176776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4176863.250000 Penalty: 5117.668457
	Iteration 61Q: 3 clusters Score -4176863 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4176952.250000 Penalty: 5117.668457
	Iteration 62Q: 3 clusters Score -4176952 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4177033.500000 Penalty: 5117.668457
	Iteration 63Q: 3 clusters Score -4177034 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4177130.000000 Penalty: 5117.668457
	Iteration 64Q: 3 clusters Score -4177130 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -4177213.000000 Penalty: 5117.668457
	Iteration 65Q: 3 clusters Score -4177213 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -4177286.250000 Penalty: 5117.668457
	Iteration 66Q: 3 clusters Score -4177286 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4177340.250000 Penalty: 5117.668457
	Iteration 67Q: 3 clusters Score -4177340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4177408.000000 Penalty: 5117.668457
	Iteration 68Q: 3 clusters Score -4177408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4177469.750000 Penalty: 5117.668457
	Iteration 69Q: 3 clusters Score -4177470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4177515.250000 Penalty: 5117.668457
	Iteration 70Q: 3 clusters Score -4177515 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4177577.500000 Penalty: 5117.668457
	Iteration 71Q: 3 clusters Score -4177578 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -4177642.000000 Penalty: 5117.668457
	Iteration 72Q: 3 clusters Score -4177642 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4177710.500000 Penalty: 5117.668457
	Iteration 73Q: 3 clusters Score -4177710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4177761.500000 Penalty: 5117.668457
	Iteration 74Q: 3 clusters Score -4177762 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -4177800.500000 Penalty: 5117.668457
	Iteration 75Q: 3 clusters Score -4177800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4177855.000000 Penalty: 5117.668457
	Iteration 76Q: 3 clusters Score -4177855 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -4177904.000000 Penalty: 5117.668457
	Iteration 77Q: 3 clusters Score -4177904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4177934.750000 Penalty: 5117.668457
	Iteration 78Q: 3 clusters Score -4177935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -4177974.500000 Penalty: 5117.668457
	Iteration 79Q: 3 clusters Score -4177974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4178003.250000 Penalty: 5117.668457
	Iteration 80F: 3 clusters Score -4178003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4178059.250000 Penalty: 5117.668457
	Iteration 81Q: 3 clusters Score -4178059 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4178124.250000 Penalty: 5117.668457
	Iteration 82Q: 3 clusters Score -4178124 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -4178186.000000 Penalty: 5117.668457
	Iteration 83Q: 3 clusters Score -4178186 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4178239.750000 Penalty: 5117.668457
	Iteration 84Q: 3 clusters Score -4178240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4178297.250000 Penalty: 5117.668457
	Iteration 85Q: 3 clusters Score -4178297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -4178334.750000 Penalty: 5117.668457
	Iteration 86Q: 3 clusters Score -4178335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4178379.000000 Penalty: 5117.668457
	Iteration 87Q: 3 clusters Score -4178379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4178395.000000 Penalty: 5117.668457
	Iteration 88Q: 3 clusters Score -4178395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4178409.500000 Penalty: 5117.668457
	Iteration 89Q: 3 clusters Score -4178410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -4178434.750000 Penalty: 5117.668457
	Iteration 90Q: 3 clusters Score -4178435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4178451.750000 Penalty: 5117.668457
	Iteration 91Q: 3 clusters Score -4178452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -4178470.250000 Penalty: 5117.668457
	Iteration 92Q: 3 clusters Score -4178470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4178481.000000 Penalty: 5117.668457
	Iteration 93Q: 3 clusters Score -4178481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4178502.750000 Penalty: 5117.668457
	Iteration 94Q: 3 clusters Score -4178503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4178516.500000 Penalty: 5117.668457
	Iteration 95Q: 3 clusters Score -4178516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4178536.750000 Penalty: 5117.668457
	Iteration 96Q: 3 clusters Score -4178537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4178555.000000 Penalty: 5117.668457
	Iteration 97Q: 3 clusters Score -4178555 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4178585.500000 Penalty: 5117.668457
	Iteration 98Q: 3 clusters Score -4178586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4178606.250000 Penalty: 5117.668457
	Iteration 99Q: 3 clusters Score -4178606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4178619.500000 Penalty: 5117.668457
	Iteration 100F: 3 clusters Score -4178620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4178625.750000 Penalty: 5117.668457
	Iteration 101Q: 3 clusters Score -4178626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -4178632.000000 Penalty: 5117.668457
	Iteration 102Q: 3 clusters Score -4178632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4178633.250000 Penalty: 5117.668457
	Iteration 103Q: 3 clusters Score -4178633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4178646.750000 Penalty: 5117.668457
	Iteration 104Q: 3 clusters Score -4178647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4178650.000000 Penalty: 5117.668457
	Iteration 105Q: 3 clusters Score -4178650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -4178653.250000 Penalty: 5117.668457
	Iteration 106Q: 3 clusters Score -4178653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -4178660.000000 Penalty: 5117.668457
	Iteration 107Q: 3 clusters Score -4178660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4178658.000000 Penalty: 5117.668457
	Iteration 108Q: 3 clusters Score -4178658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4178663.500000 Penalty: 5117.668457
	Iteration 109Q: 3 clusters Score -4178664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4178661.750000 Penalty: 5117.668457
	Iteration 110Q: 3 clusters Score -4178662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 28038 members 
Entering Unmasked Estep 
Score: -4178666.250000 Penalty: 5117.668457
	Iteration 111Q: 3 clusters Score -4178666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4178668.000000 Penalty: 5117.668457
	Iteration 112Q: 3 clusters Score -4178668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4178662.500000 Penalty: 5117.668457
	Iteration 113Q: 3 clusters Score -4178662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4178662.500000 Penalty: 5117.668457
	Iteration 114F: 3 clusters Score -4178662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Entering Unmasked Estep 
Score: -1158949.750000 Penalty: 2223.972656
	Iteration 0F: 2 clusters Score -1158950 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 3977 members 
Entering Unmasked Estep 
Score: -1152588.625000 Penalty: 4447.945312
	Iteration 0F: 3 clusters Score -1152589 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1154369.000000 Penalty: 4447.945312
	Iteration 1F: 3 clusters Score -1154369 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1154634.750000 Penalty: 4447.945312
	Iteration 2F: 3 clusters Score -1154635 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1154800.750000 Penalty: 4447.945312
	Iteration 3Q: 3 clusters Score -1154801 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1154901.000000 Penalty: 4447.945312
	Iteration 4Q: 3 clusters Score -1154901 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1154980.625000 Penalty: 4447.945312
	Iteration 5Q: 3 clusters Score -1154981 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1155037.500000 Penalty: 4447.945312
	Iteration 6Q: 3 clusters Score -1155038 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1155107.125000 Penalty: 4447.945312
	Iteration 7Q: 3 clusters Score -1155107 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1155179.125000 Penalty: 4447.945312
	Iteration 8Q: 3 clusters Score -1155179 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1155253.125000 Penalty: 4447.945312
	Iteration 9Q: 3 clusters Score -1155253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1155324.375000 Penalty: 4447.945312
	Iteration 10Q: 3 clusters Score -1155324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1155379.625000 Penalty: 4447.945312
	Iteration 11Q: 3 clusters Score -1155380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1155436.875000 Penalty: 4447.945312
	Iteration 12Q: 3 clusters Score -1155437 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1155488.500000 Penalty: 4447.945312
	Iteration 13Q: 3 clusters Score -1155488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1155534.625000 Penalty: 4447.945312
	Iteration 14Q: 3 clusters Score -1155535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1155585.125000 Penalty: 4447.945312
	Iteration 15Q: 3 clusters Score -1155585 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1155637.750000 Penalty: 4447.945312
	Iteration 16Q: 3 clusters Score -1155638 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1155695.375000 Penalty: 4447.945312
	Iteration 17Q: 3 clusters Score -1155695 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1155763.875000 Penalty: 4447.945312
	Iteration 18Q: 3 clusters Score -1155764 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1155835.625000 Penalty: 4447.945312
	Iteration 19Q: 3 clusters Score -1155836 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1155923.125000 Penalty: 4447.945312
	Iteration 20F: 3 clusters Score -1155923 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1156012.750000 Penalty: 4447.945312
	Iteration 21Q: 3 clusters Score -1156013 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1156107.875000 Penalty: 4447.945312
	Iteration 22Q: 3 clusters Score -1156108 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1156189.375000 Penalty: 4447.945312
	Iteration 23Q: 3 clusters Score -1156189 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1156288.875000 Penalty: 4447.945312
	Iteration 24Q: 3 clusters Score -1156289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1156407.000000 Penalty: 4447.945312
	Iteration 25Q: 3 clusters Score -1156407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1156513.875000 Penalty: 4447.945312
	Iteration 26Q: 3 clusters Score -1156514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1156605.000000 Penalty: 4447.945312
	Iteration 27Q: 3 clusters Score -1156605 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1156676.375000 Penalty: 4447.945312
	Iteration 28Q: 3 clusters Score -1156676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1156747.875000 Penalty: 4447.945312
	Iteration 29Q: 3 clusters Score -1156748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1156799.250000 Penalty: 4447.945312
	Iteration 30Q: 3 clusters Score -1156799 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1156847.250000 Penalty: 4447.945312
	Iteration 31Q: 3 clusters Score -1156847 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1156872.500000 Penalty: 4447.945312
	Iteration 32Q: 3 clusters Score -1156872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1156889.250000 Penalty: 4447.945312
	Iteration 33Q: 3 clusters Score -1156889 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1156917.750000 Penalty: 4447.945312
	Iteration 34Q: 3 clusters Score -1156918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1156940.875000 Penalty: 4447.945312
	Iteration 35Q: 3 clusters Score -1156941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1156960.875000 Penalty: 4447.945312
	Iteration 36Q: 3 clusters Score -1156961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1156977.750000 Penalty: 4447.945312
	Iteration 37Q: 3 clusters Score -1156978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1156987.000000 Penalty: 4447.945312
	Iteration 38Q: 3 clusters Score -1156987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1156993.750000 Penalty: 4447.945312
	Iteration 39Q: 3 clusters Score -1156994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1157003.375000 Penalty: 4447.945312
	Iteration 40F: 3 clusters Score -1157003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1157012.250000 Penalty: 4447.945312
	Iteration 41Q: 3 clusters Score -1157012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1157015.375000 Penalty: 4447.945312
	Iteration 42Q: 3 clusters Score -1157015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1157018.250000 Penalty: 4447.945312
	Iteration 43Q: 3 clusters Score -1157018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1157019.625000 Penalty: 4447.945312
	Iteration 44Q: 3 clusters Score -1157020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1157019.875000 Penalty: 4447.945312
	Iteration 45Q: 3 clusters Score -1157020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1157019.875000 Penalty: 4447.945312
	Iteration 46F: 3 clusters Score -1157020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -61394.937500 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -61394.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59928.101562 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -59928.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60147.160156 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -60147.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60223.679688 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -60223.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60260.371094 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -60260.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60284.785156 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -60284.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60315.320312 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -60315.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60358.281250 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -60358.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60435.429688 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -60435.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60463.625000 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -60463.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60484.769531 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -60484.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60497.261719 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -60497.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60498.433594 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -60498.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60505.664062 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -60505.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60513.828125 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -60513.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60517.449219 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -60517.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60520.074219 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -60520.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60520.074219 Penalty: 3041.088379
	Iteration 16F: 3 clusters Score -60520.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -671357.437500 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -671357.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -666688.750000 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -666688.8 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -668276.500000 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -668276.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -668979.312500 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -668979.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -669715.625000 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -669715.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -670276.187500 Penalty: 4263.342773
	Iteration 4F: 3 clusters Score -670276.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -670672.125000 Penalty: 4263.342773
	Iteration 5F: 3 clusters Score -670672.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -670928.562500 Penalty: 4263.342773
	Iteration 6Q: 3 clusters Score -670928.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -671108.562500 Penalty: 4263.342773
	Iteration 7Q: 3 clusters Score -671108.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -671214.437500 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -671214.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -671275.062500 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -671275.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -671345.687500 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -671345.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -671411.250000 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -671411.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -671463.437500 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -671463.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -671500.312500 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -671500.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -671525.875000 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -671525.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -671544.875000 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -671544.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -671557.375000 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -671557.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -671566.250000 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -671566.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -671572.125000 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -671572.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -671576.875000 Penalty: 4263.342773
	Iteration 19Q: 3 clusters Score -671576.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -671583.312500 Penalty: 4263.342773
	Iteration 20F: 3 clusters Score -671583.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -671587.500000 Penalty: 4263.342773
	Iteration 21Q: 3 clusters Score -671587.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -671589.750000 Penalty: 4263.342773
	Iteration 22Q: 3 clusters Score -671589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -671593.000000 Penalty: 4263.342773
	Iteration 23Q: 3 clusters Score -671593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -671592.875000 Penalty: 4263.342773
	Iteration 24Q: 3 clusters Score -671592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -671593.812500 Penalty: 4263.342773
	Iteration 25Q: 3 clusters Score -671593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -671594.312500 Penalty: 4263.342773
	Iteration 26Q: 3 clusters Score -671594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -671594.812500 Penalty: 4263.342773
	Iteration 27Q: 3 clusters Score -671594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -671594.812500 Penalty: 4263.342773
	Iteration 28F: 3 clusters Score -671594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 1897 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 33438 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2530 members 
Mstep: Class 46 contains 849 members 
Mstep: Class 47 contains 3510 members 
Entering Unmasked Estep 
Score: -115040448.000000 Penalty: 158475.468750
Splitting cluster 36 changes total score from -115038440.000000 to -115040448.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 37 (12157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Entering Unmasked Estep 
Score: -1771899.375000 Penalty: 2332.603760
	Iteration 0F: 2 clusters Score -1771899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1762925.250000 Penalty: 4665.207520
	Iteration 0F: 3 clusters Score -1762925 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1765880.250000 Penalty: 4665.207520
	Iteration 1F: 3 clusters Score -1765880 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1766396.875000 Penalty: 4665.207520
	Iteration 2F: 3 clusters Score -1766397 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1766782.625000 Penalty: 4665.207520
	Iteration 3F: 3 clusters Score -1766783 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1767106.750000 Penalty: 4665.207520
	Iteration 4F: 3 clusters Score -1767107 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1767354.875000 Penalty: 4665.207520
	Iteration 5Q: 3 clusters Score -1767355 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1767583.000000 Penalty: 4665.207520
	Iteration 6Q: 3 clusters Score -1767583 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1767811.500000 Penalty: 4665.207520
	Iteration 7Q: 3 clusters Score -1767812 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1768025.125000 Penalty: 4665.207520
	Iteration 8Q: 3 clusters Score -1768025 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1768231.875000 Penalty: 4665.207520
	Iteration 9Q: 3 clusters Score -1768232 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1768432.500000 Penalty: 4665.207520
	Iteration 10Q: 3 clusters Score -1768432 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1768644.750000 Penalty: 4665.207520
	Iteration 11Q: 3 clusters Score -1768645 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1768825.625000 Penalty: 4665.207520
	Iteration 12Q: 3 clusters Score -1768826 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1769005.500000 Penalty: 4665.207520
	Iteration 13Q: 3 clusters Score -1769006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1769174.750000 Penalty: 4665.207520
	Iteration 14Q: 3 clusters Score -1769175 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1769332.500000 Penalty: 4665.207520
	Iteration 15Q: 3 clusters Score -1769332 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1769519.375000 Penalty: 4665.207520
	Iteration 16Q: 3 clusters Score -1769519 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1769704.750000 Penalty: 4665.207520
	Iteration 17Q: 3 clusters Score -1769705 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1769861.750000 Penalty: 4665.207520
	Iteration 18Q: 3 clusters Score -1769862 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1769992.125000 Penalty: 4665.207520
	Iteration 19Q: 3 clusters Score -1769992 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1770111.250000 Penalty: 4665.207520
	Iteration 20F: 3 clusters Score -1770111 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1770196.750000 Penalty: 4665.207520
	Iteration 21Q: 3 clusters Score -1770197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1770258.875000 Penalty: 4665.207520
	Iteration 22Q: 3 clusters Score -1770259 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1770300.500000 Penalty: 4665.207520
	Iteration 23Q: 3 clusters Score -1770300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1770350.375000 Penalty: 4665.207520
	Iteration 24Q: 3 clusters Score -1770350 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1770389.375000 Penalty: 4665.207520
	Iteration 25Q: 3 clusters Score -1770389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1770421.250000 Penalty: 4665.207520
	Iteration 26Q: 3 clusters Score -1770421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1770445.875000 Penalty: 4665.207520
	Iteration 27Q: 3 clusters Score -1770446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1770470.625000 Penalty: 4665.207520
	Iteration 28Q: 3 clusters Score -1770471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1770484.875000 Penalty: 4665.207520
	Iteration 29Q: 3 clusters Score -1770485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1770499.000000 Penalty: 4665.207520
	Iteration 30Q: 3 clusters Score -1770499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1770510.500000 Penalty: 4665.207520
	Iteration 31Q: 3 clusters Score -1770510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1770520.375000 Penalty: 4665.207520
	Iteration 32Q: 3 clusters Score -1770520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1770531.000000 Penalty: 4665.207520
	Iteration 33Q: 3 clusters Score -1770531 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1770545.750000 Penalty: 4665.207520
	Iteration 34Q: 3 clusters Score -1770546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1770549.750000 Penalty: 4665.207520
	Iteration 35Q: 3 clusters Score -1770550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1770555.875000 Penalty: 4665.207520
	Iteration 36Q: 3 clusters Score -1770556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1770562.000000 Penalty: 4665.207520
	Iteration 37Q: 3 clusters Score -1770562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1770567.000000 Penalty: 4665.207520
	Iteration 38Q: 3 clusters Score -1770567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1770566.750000 Penalty: 4665.207520
	Iteration 39Q: 3 clusters Score -1770567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1770568.250000 Penalty: 4665.207520
	Iteration 40F: 3 clusters Score -1770568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1770567.125000 Penalty: 4665.207520
	Iteration 41Q: 3 clusters Score -1770567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1770567.875000 Penalty: 4665.207520
	Iteration 42Q: 3 clusters Score -1770568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1770566.625000 Penalty: 4665.207520
	Iteration 43Q: 3 clusters Score -1770567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1770567.625000 Penalty: 4665.207520
	Iteration 44Q: 3 clusters Score -1770568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1770567.625000 Penalty: 4665.207520
	Iteration 45F: 3 clusters Score -1770568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Entering Unmasked Estep 
Score: -828682.562500 Penalty: 2154.402100
	Iteration 0F: 2 clusters Score -828682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -823542.875000 Penalty: 4308.804199
	Iteration 0F: 3 clusters Score -823542.9 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -825078.500000 Penalty: 4308.804199
	Iteration 1F: 3 clusters Score -825078.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -825652.937500 Penalty: 4308.804199
	Iteration 2F: 3 clusters Score -825652.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -826094.687500 Penalty: 4308.804199
	Iteration 3F: 3 clusters Score -826094.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -826448.875000 Penalty: 4308.804199
	Iteration 4F: 3 clusters Score -826448.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -826749.937500 Penalty: 4308.804199
	Iteration 5F: 3 clusters Score -826749.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -826978.187500 Penalty: 4308.804199
	Iteration 6Q: 3 clusters Score -826978.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -827115.062500 Penalty: 4308.804199
	Iteration 7Q: 3 clusters Score -827115.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -827205.500000 Penalty: 4308.804199
	Iteration 8Q: 3 clusters Score -827205.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -827259.312500 Penalty: 4308.804199
	Iteration 9Q: 3 clusters Score -827259.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -827290.375000 Penalty: 4308.804199
	Iteration 10Q: 3 clusters Score -827290.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -827328.312500 Penalty: 4308.804199
	Iteration 11Q: 3 clusters Score -827328.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -827359.500000 Penalty: 4308.804199
	Iteration 12Q: 3 clusters Score -827359.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -827383.062500 Penalty: 4308.804199
	Iteration 13Q: 3 clusters Score -827383.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -827403.187500 Penalty: 4308.804199
	Iteration 14Q: 3 clusters Score -827403.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -827418.937500 Penalty: 4308.804199
	Iteration 15Q: 3 clusters Score -827418.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -827434.437500 Penalty: 4308.804199
	Iteration 16Q: 3 clusters Score -827434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -827447.500000 Penalty: 4308.804199
	Iteration 17Q: 3 clusters Score -827447.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -827456.062500 Penalty: 4308.804199
	Iteration 18Q: 3 clusters Score -827456.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -827461.250000 Penalty: 4308.804199
	Iteration 19Q: 3 clusters Score -827461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -827466.250000 Penalty: 4308.804199
	Iteration 20F: 3 clusters Score -827466.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -827471.250000 Penalty: 4308.804199
	Iteration 21Q: 3 clusters Score -827471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -827473.625000 Penalty: 4308.804199
	Iteration 22Q: 3 clusters Score -827473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -827474.875000 Penalty: 4308.804199
	Iteration 23Q: 3 clusters Score -827474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -827477.375000 Penalty: 4308.804199
	Iteration 24Q: 3 clusters Score -827477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -827478.062500 Penalty: 4308.804199
	Iteration 25Q: 3 clusters Score -827478.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -827478.000000 Penalty: 4308.804199
	Iteration 26Q: 3 clusters Score -827478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -827478.687500 Penalty: 4308.804199
	Iteration 27Q: 3 clusters Score -827478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -827478.687500 Penalty: 4308.804199
	Iteration 28F: 3 clusters Score -827478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (33438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Entering Unmasked Estep 
Score: -4989004.500000 Penalty: 2583.527100
	Iteration 0F: 2 clusters Score -4989004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4966191.000000 Penalty: 5167.054199
	Iteration 0F: 3 clusters Score -4966191 nChanged 15125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4974701.500000 Penalty: 5167.054199
	Iteration 1F: 3 clusters Score -4974702 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4975358.500000 Penalty: 5167.054199
	Iteration 2Q: 3 clusters Score -4975358 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4976084.500000 Penalty: 5167.054199
	Iteration 3Q: 3 clusters Score -4976084 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4976933.000000 Penalty: 5167.054199
	Iteration 4Q: 3 clusters Score -4976933 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4978042.500000 Penalty: 5167.054199
	Iteration 5F: 3 clusters Score -4978042 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -4979613.500000 Penalty: 5167.054199
	Iteration 6F: 3 clusters Score -4979614 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4981648.500000 Penalty: 5167.054199
	Iteration 7F: 3 clusters Score -4981648 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4984184.500000 Penalty: 5167.054199
	Iteration 8F: 3 clusters Score -4984184 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4987546.000000 Penalty: 5167.054199
	Iteration 9F: 3 clusters Score -4987546 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -4990349.500000 Penalty: 5167.054199
	Iteration 10F: 3 clusters Score -4990350 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4991631.000000 Penalty: 5167.054199
	Iteration 11Q: 3 clusters Score -4991631 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -4992187.500000 Penalty: 5167.054199
	Iteration 12Q: 3 clusters Score -4992188 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4992581.000000 Penalty: 5167.054199
	Iteration 13Q: 3 clusters Score -4992581 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -4992909.500000 Penalty: 5167.054199
	Iteration 14Q: 3 clusters Score -4992910 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4993296.500000 Penalty: 5167.054199
	Iteration 15Q: 3 clusters Score -4993296 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4993662.500000 Penalty: 5167.054199
	Iteration 16Q: 3 clusters Score -4993662 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -4994081.500000 Penalty: 5167.054199
	Iteration 17Q: 3 clusters Score -4994082 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -4994520.000000 Penalty: 5167.054199
	Iteration 18Q: 3 clusters Score -4994520 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -4994922.000000 Penalty: 5167.054199
	Iteration 19Q: 3 clusters Score -4994922 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -4995204.000000 Penalty: 5167.054199
	Iteration 20F: 3 clusters Score -4995204 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4995394.500000 Penalty: 5167.054199
	Iteration 21Q: 3 clusters Score -4995394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4995464.000000 Penalty: 5167.054199
	Iteration 22Q: 3 clusters Score -4995464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4995501.000000 Penalty: 5167.054199
	Iteration 23Q: 3 clusters Score -4995501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4995511.500000 Penalty: 5167.054199
	Iteration 24Q: 3 clusters Score -4995512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -4995531.500000 Penalty: 5167.054199
	Iteration 25Q: 3 clusters Score -4995532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4995521.500000 Penalty: 5167.054199
	Iteration 26Q: 3 clusters Score -4995522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4995516.500000 Penalty: 5167.054199
	Iteration 27Q: 3 clusters Score -4995516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4995516.000000 Penalty: 5167.054199
	Iteration 28Q: 3 clusters Score -4995516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4995515.000000 Penalty: 5167.054199
	Iteration 29Q: 3 clusters Score -4995515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4995515.000000 Penalty: 5167.054199
	Iteration 30Q: 3 clusters Score -4995515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -4995527.500000 Penalty: 5167.054199
	Iteration 31Q: 3 clusters Score -4995528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4995522.500000 Penalty: 5167.054199
	Iteration 32Q: 3 clusters Score -4995522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4995528.000000 Penalty: 5167.054199
	Iteration 33Q: 3 clusters Score -4995528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4995528.000000 Penalty: 5167.054199
	Iteration 34F: 3 clusters Score -4995528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 1897 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 10213 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2530 members 
Mstep: Class 46 contains 849 members 
Mstep: Class 47 contains 3510 members 
Mstep: Class 48 contains 23225 members 
Entering Unmasked Estep 
Score: -115046248.000000 Penalty: 161847.281250
Splitting cluster 39 changes total score from -115038440.000000 to -115046248.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 40 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -1131037.125000 Penalty: 2215.123291
	Iteration 0F: 2 clusters Score -1131037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1124944.750000 Penalty: 4430.246582
	Iteration 0F: 3 clusters Score -1124945 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1126604.750000 Penalty: 4430.246582
	Iteration 1F: 3 clusters Score -1126605 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1126840.625000 Penalty: 4430.246582
	Iteration 2F: 3 clusters Score -1126841 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1126972.750000 Penalty: 4430.246582
	Iteration 3Q: 3 clusters Score -1126973 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1127049.750000 Penalty: 4430.246582
	Iteration 4Q: 3 clusters Score -1127050 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1127122.625000 Penalty: 4430.246582
	Iteration 5Q: 3 clusters Score -1127123 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1127175.625000 Penalty: 4430.246582
	Iteration 6Q: 3 clusters Score -1127176 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1127216.500000 Penalty: 4430.246582
	Iteration 7Q: 3 clusters Score -1127216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1127248.125000 Penalty: 4430.246582
	Iteration 8Q: 3 clusters Score -1127248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1127275.500000 Penalty: 4430.246582
	Iteration 9Q: 3 clusters Score -1127276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1127312.750000 Penalty: 4430.246582
	Iteration 10Q: 3 clusters Score -1127313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1127345.000000 Penalty: 4430.246582
	Iteration 11Q: 3 clusters Score -1127345 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1127374.500000 Penalty: 4430.246582
	Iteration 12Q: 3 clusters Score -1127374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1127400.125000 Penalty: 4430.246582
	Iteration 13Q: 3 clusters Score -1127400 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1127427.500000 Penalty: 4430.246582
	Iteration 14Q: 3 clusters Score -1127428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1127445.625000 Penalty: 4430.246582
	Iteration 15Q: 3 clusters Score -1127446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1127466.375000 Penalty: 4430.246582
	Iteration 16Q: 3 clusters Score -1127466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1127487.875000 Penalty: 4430.246582
	Iteration 17Q: 3 clusters Score -1127488 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1127503.250000 Penalty: 4430.246582
	Iteration 18Q: 3 clusters Score -1127503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1127524.125000 Penalty: 4430.246582
	Iteration 19Q: 3 clusters Score -1127524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1127541.000000 Penalty: 4430.246582
	Iteration 20F: 3 clusters Score -1127541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1127552.125000 Penalty: 4430.246582
	Iteration 21Q: 3 clusters Score -1127552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1127569.125000 Penalty: 4430.246582
	Iteration 22Q: 3 clusters Score -1127569 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1127590.500000 Penalty: 4430.246582
	Iteration 23Q: 3 clusters Score -1127590 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1127608.000000 Penalty: 4430.246582
	Iteration 24Q: 3 clusters Score -1127608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1127623.000000 Penalty: 4430.246582
	Iteration 25Q: 3 clusters Score -1127623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1127641.625000 Penalty: 4430.246582
	Iteration 26Q: 3 clusters Score -1127642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1127664.250000 Penalty: 4430.246582
	Iteration 27Q: 3 clusters Score -1127664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1127685.375000 Penalty: 4430.246582
	Iteration 28Q: 3 clusters Score -1127685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1127707.875000 Penalty: 4430.246582
	Iteration 29Q: 3 clusters Score -1127708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1127733.750000 Penalty: 4430.246582
	Iteration 30Q: 3 clusters Score -1127734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1127765.750000 Penalty: 4430.246582
	Iteration 31Q: 3 clusters Score -1127766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1127797.750000 Penalty: 4430.246582
	Iteration 32Q: 3 clusters Score -1127798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1127832.750000 Penalty: 4430.246582
	Iteration 33Q: 3 clusters Score -1127833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1127865.750000 Penalty: 4430.246582
	Iteration 34Q: 3 clusters Score -1127866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1127901.250000 Penalty: 4430.246582
	Iteration 35Q: 3 clusters Score -1127901 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1127946.500000 Penalty: 4430.246582
	Iteration 36Q: 3 clusters Score -1127946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1127994.000000 Penalty: 4430.246582
	Iteration 37Q: 3 clusters Score -1127994 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1128045.750000 Penalty: 4430.246582
	Iteration 38Q: 3 clusters Score -1128046 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1128096.375000 Penalty: 4430.246582
	Iteration 39Q: 3 clusters Score -1128096 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1128145.500000 Penalty: 4430.246582
	Iteration 40F: 3 clusters Score -1128146 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1128204.500000 Penalty: 4430.246582
	Iteration 41Q: 3 clusters Score -1128204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1128256.000000 Penalty: 4430.246582
	Iteration 42Q: 3 clusters Score -1128256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1128299.375000 Penalty: 4430.246582
	Iteration 43Q: 3 clusters Score -1128299 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1128355.000000 Penalty: 4430.246582
	Iteration 44Q: 3 clusters Score -1128355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1128418.375000 Penalty: 4430.246582
	Iteration 45Q: 3 clusters Score -1128418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1128479.500000 Penalty: 4430.246582
	Iteration 46Q: 3 clusters Score -1128480 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1128547.500000 Penalty: 4430.246582
	Iteration 47Q: 3 clusters Score -1128548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1128601.250000 Penalty: 4430.246582
	Iteration 48Q: 3 clusters Score -1128601 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1128661.250000 Penalty: 4430.246582
	Iteration 49Q: 3 clusters Score -1128661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1128708.250000 Penalty: 4430.246582
	Iteration 50Q: 3 clusters Score -1128708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1128750.875000 Penalty: 4430.246582
	Iteration 51Q: 3 clusters Score -1128751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1128779.250000 Penalty: 4430.246582
	Iteration 52Q: 3 clusters Score -1128779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1128806.375000 Penalty: 4430.246582
	Iteration 53Q: 3 clusters Score -1128806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1128829.000000 Penalty: 4430.246582
	Iteration 54Q: 3 clusters Score -1128829 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1128843.750000 Penalty: 4430.246582
	Iteration 55Q: 3 clusters Score -1128844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1128862.375000 Penalty: 4430.246582
	Iteration 56Q: 3 clusters Score -1128862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1128878.625000 Penalty: 4430.246582
	Iteration 57Q: 3 clusters Score -1128879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1128889.500000 Penalty: 4430.246582
	Iteration 58Q: 3 clusters Score -1128890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1128898.750000 Penalty: 4430.246582
	Iteration 59Q: 3 clusters Score -1128899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1128911.875000 Penalty: 4430.246582
	Iteration 60F: 3 clusters Score -1128912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1128922.000000 Penalty: 4430.246582
	Iteration 61Q: 3 clusters Score -1128922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1128933.625000 Penalty: 4430.246582
	Iteration 62Q: 3 clusters Score -1128934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1128943.750000 Penalty: 4430.246582
	Iteration 63Q: 3 clusters Score -1128944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1128953.375000 Penalty: 4430.246582
	Iteration 64Q: 3 clusters Score -1128953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1128968.375000 Penalty: 4430.246582
	Iteration 65Q: 3 clusters Score -1128968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1128985.875000 Penalty: 4430.246582
	Iteration 66Q: 3 clusters Score -1128986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1129003.375000 Penalty: 4430.246582
	Iteration 67Q: 3 clusters Score -1129003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1129018.875000 Penalty: 4430.246582
	Iteration 68Q: 3 clusters Score -1129019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1129031.875000 Penalty: 4430.246582
	Iteration 69Q: 3 clusters Score -1129032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1129044.375000 Penalty: 4430.246582
	Iteration 70Q: 3 clusters Score -1129044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1129056.375000 Penalty: 4430.246582
	Iteration 71Q: 3 clusters Score -1129056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1129065.125000 Penalty: 4430.246582
	Iteration 72Q: 3 clusters Score -1129065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1129076.625000 Penalty: 4430.246582
	Iteration 73Q: 3 clusters Score -1129077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1129084.250000 Penalty: 4430.246582
	Iteration 74Q: 3 clusters Score -1129084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1129087.750000 Penalty: 4430.246582
	Iteration 75Q: 3 clusters Score -1129088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1129095.000000 Penalty: 4430.246582
	Iteration 76Q: 3 clusters Score -1129095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1129103.500000 Penalty: 4430.246582
	Iteration 77Q: 3 clusters Score -1129104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1129108.250000 Penalty: 4430.246582
	Iteration 78Q: 3 clusters Score -1129108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1129108.750000 Penalty: 4430.246582
	Iteration 79Q: 3 clusters Score -1129109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1129110.875000 Penalty: 4430.246582
	Iteration 80F: 3 clusters Score -1129111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1129113.625000 Penalty: 4430.246582
	Iteration 81Q: 3 clusters Score -1129114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1129117.250000 Penalty: 4430.246582
	Iteration 82Q: 3 clusters Score -1129117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1129118.125000 Penalty: 4430.246582
	Iteration 83Q: 3 clusters Score -1129118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1129118.625000 Penalty: 4430.246582
	Iteration 84Q: 3 clusters Score -1129119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1129118.625000 Penalty: 4430.246582
	Iteration 85Q: 3 clusters Score -1129119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1129118.625000 Penalty: 4430.246582
	Iteration 86F: 3 clusters Score -1129119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -59883.593750 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -59883.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58486.589844 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -58486.59 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58703.820312 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -58703.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58790.394531 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -58790.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58859.753906 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -58859.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58945.468750 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -58945.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59013.996094 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -59014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59042.191406 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -59042.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -59048.703125 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -59048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59051.585938 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -59051.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -59057.121094 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -59057.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59059.722656 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -59059.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -59059.722656 Penalty: 3057.004150
	Iteration 11F: 3 clusters Score -59059.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Entering Unmasked Estep 
Score: -1203919.000000 Penalty: 2254.174805
	Iteration 0F: 2 clusters Score -1203919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1196926.000000 Penalty: 4508.349609
	Iteration 0F: 3 clusters Score -1196926 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1199278.875000 Penalty: 4508.349609
	Iteration 1F: 3 clusters Score -1199279 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1200057.375000 Penalty: 4508.349609
	Iteration 2F: 3 clusters Score -1200057 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1200714.375000 Penalty: 4508.349609
	Iteration 3F: 3 clusters Score -1200714 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1201182.500000 Penalty: 4508.349609
	Iteration 4F: 3 clusters Score -1201182 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1201513.875000 Penalty: 4508.349609
	Iteration 5F: 3 clusters Score -1201514 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1201716.625000 Penalty: 4508.349609
	Iteration 6Q: 3 clusters Score -1201717 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1201850.875000 Penalty: 4508.349609
	Iteration 7Q: 3 clusters Score -1201851 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1201947.500000 Penalty: 4508.349609
	Iteration 8Q: 3 clusters Score -1201948 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1202019.250000 Penalty: 4508.349609
	Iteration 9Q: 3 clusters Score -1202019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1202073.250000 Penalty: 4508.349609
	Iteration 10Q: 3 clusters Score -1202073 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1202109.375000 Penalty: 4508.349609
	Iteration 11Q: 3 clusters Score -1202109 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1202142.125000 Penalty: 4508.349609
	Iteration 12Q: 3 clusters Score -1202142 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1202171.750000 Penalty: 4508.349609
	Iteration 13Q: 3 clusters Score -1202172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1202190.250000 Penalty: 4508.349609
	Iteration 14Q: 3 clusters Score -1202190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1202210.125000 Penalty: 4508.349609
	Iteration 15Q: 3 clusters Score -1202210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1202220.250000 Penalty: 4508.349609
	Iteration 16Q: 3 clusters Score -1202220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1202229.875000 Penalty: 4508.349609
	Iteration 17Q: 3 clusters Score -1202230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1202241.000000 Penalty: 4508.349609
	Iteration 18Q: 3 clusters Score -1202241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1202248.250000 Penalty: 4508.349609
	Iteration 19Q: 3 clusters Score -1202248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1202258.750000 Penalty: 4508.349609
	Iteration 20F: 3 clusters Score -1202259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1202268.750000 Penalty: 4508.349609
	Iteration 21Q: 3 clusters Score -1202269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1202277.750000 Penalty: 4508.349609
	Iteration 22Q: 3 clusters Score -1202278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1202286.250000 Penalty: 4508.349609
	Iteration 23Q: 3 clusters Score -1202286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1202285.750000 Penalty: 4508.349609
	Iteration 24Q: 3 clusters Score -1202286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1202290.000000 Penalty: 4508.349609
	Iteration 25Q: 3 clusters Score -1202290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1202292.750000 Penalty: 4508.349609
	Iteration 26Q: 3 clusters Score -1202293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1202295.625000 Penalty: 4508.349609
	Iteration 27Q: 3 clusters Score -1202296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1202299.750000 Penalty: 4508.349609
	Iteration 28Q: 3 clusters Score -1202300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1202298.875000 Penalty: 4508.349609
	Iteration 29Q: 3 clusters Score -1202299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1202302.125000 Penalty: 4508.349609
	Iteration 30Q: 3 clusters Score -1202302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1202301.875000 Penalty: 4508.349609
	Iteration 31Q: 3 clusters Score -1202302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1202303.875000 Penalty: 4508.349609
	Iteration 32Q: 3 clusters Score -1202304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1202307.000000 Penalty: 4508.349609
	Iteration 33Q: 3 clusters Score -1202307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1202304.250000 Penalty: 4508.349609
	Iteration 34Q: 3 clusters Score -1202304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202307.250000 Penalty: 4508.349609
	Iteration 35Q: 3 clusters Score -1202307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1202308.625000 Penalty: 4508.349609
	Iteration 36Q: 3 clusters Score -1202309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202309.000000 Penalty: 4508.349609
	Iteration 37Q: 3 clusters Score -1202309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1202311.625000 Penalty: 4508.349609
	Iteration 38Q: 3 clusters Score -1202312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1202311.125000 Penalty: 4508.349609
	Iteration 39Q: 3 clusters Score -1202311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1202316.625000 Penalty: 4508.349609
	Iteration 40F: 3 clusters Score -1202317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202316.125000 Penalty: 4508.349609
	Iteration 41Q: 3 clusters Score -1202316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202315.750000 Penalty: 4508.349609
	Iteration 42Q: 3 clusters Score -1202316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202317.125000 Penalty: 4508.349609
	Iteration 43Q: 3 clusters Score -1202317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1202319.125000 Penalty: 4508.349609
	Iteration 44Q: 3 clusters Score -1202319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1202321.625000 Penalty: 4508.349609
	Iteration 45Q: 3 clusters Score -1202322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1202318.000000 Penalty: 4508.349609
	Iteration 46Q: 3 clusters Score -1202318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1202320.375000 Penalty: 4508.349609
	Iteration 47Q: 3 clusters Score -1202320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1202321.000000 Penalty: 4508.349609
	Iteration 48Q: 3 clusters Score -1202321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1202321.000000 Penalty: 4508.349609
	Iteration 49F: 3 clusters Score -1202321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -1602906.625000 Penalty: 2303.227783
	Iteration 0F: 2 clusters Score -1602907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1594756.250000 Penalty: 4606.455566
	Iteration 0F: 3 clusters Score -1594756 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1597305.375000 Penalty: 4606.455566
	Iteration 1F: 3 clusters Score -1597305 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1597862.375000 Penalty: 4606.455566
	Iteration 2F: 3 clusters Score -1597862 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1598567.750000 Penalty: 4606.455566
	Iteration 3F: 3 clusters Score -1598568 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1599367.500000 Penalty: 4606.455566
	Iteration 4F: 3 clusters Score -1599368 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1600134.250000 Penalty: 4606.455566
	Iteration 5F: 3 clusters Score -1600134 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1600690.750000 Penalty: 4606.455566
	Iteration 6F: 3 clusters Score -1600691 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1601028.125000 Penalty: 4606.455566
	Iteration 7Q: 3 clusters Score -1601028 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1601218.375000 Penalty: 4606.455566
	Iteration 8Q: 3 clusters Score -1601218 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1601333.625000 Penalty: 4606.455566
	Iteration 9Q: 3 clusters Score -1601334 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1601418.250000 Penalty: 4606.455566
	Iteration 10Q: 3 clusters Score -1601418 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1601480.500000 Penalty: 4606.455566
	Iteration 11Q: 3 clusters Score -1601480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1601527.875000 Penalty: 4606.455566
	Iteration 12Q: 3 clusters Score -1601528 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1601575.500000 Penalty: 4606.455566
	Iteration 13Q: 3 clusters Score -1601576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1601622.750000 Penalty: 4606.455566
	Iteration 14Q: 3 clusters Score -1601623 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1601659.750000 Penalty: 4606.455566
	Iteration 15Q: 3 clusters Score -1601660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1601685.000000 Penalty: 4606.455566
	Iteration 16Q: 3 clusters Score -1601685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1601709.750000 Penalty: 4606.455566
	Iteration 17Q: 3 clusters Score -1601710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1601729.625000 Penalty: 4606.455566
	Iteration 18Q: 3 clusters Score -1601730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1601755.125000 Penalty: 4606.455566
	Iteration 19Q: 3 clusters Score -1601755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1601783.875000 Penalty: 4606.455566
	Iteration 20F: 3 clusters Score -1601784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1601821.125000 Penalty: 4606.455566
	Iteration 21Q: 3 clusters Score -1601821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1601864.625000 Penalty: 4606.455566
	Iteration 22Q: 3 clusters Score -1601865 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1601908.875000 Penalty: 4606.455566
	Iteration 23Q: 3 clusters Score -1601909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1601957.000000 Penalty: 4606.455566
	Iteration 24Q: 3 clusters Score -1601957 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1602011.500000 Penalty: 4606.455566
	Iteration 25Q: 3 clusters Score -1602012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1602065.625000 Penalty: 4606.455566
	Iteration 26Q: 3 clusters Score -1602066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1602113.000000 Penalty: 4606.455566
	Iteration 27Q: 3 clusters Score -1602113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1602172.375000 Penalty: 4606.455566
	Iteration 28Q: 3 clusters Score -1602172 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1602217.500000 Penalty: 4606.455566
	Iteration 29Q: 3 clusters Score -1602218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1602253.625000 Penalty: 4606.455566
	Iteration 30Q: 3 clusters Score -1602254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1602299.750000 Penalty: 4606.455566
	Iteration 31Q: 3 clusters Score -1602300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1602338.250000 Penalty: 4606.455566
	Iteration 32Q: 3 clusters Score -1602338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1602373.750000 Penalty: 4606.455566
	Iteration 33Q: 3 clusters Score -1602374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1602404.000000 Penalty: 4606.455566
	Iteration 34Q: 3 clusters Score -1602404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1602428.375000 Penalty: 4606.455566
	Iteration 35Q: 3 clusters Score -1602428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1602449.625000 Penalty: 4606.455566
	Iteration 36Q: 3 clusters Score -1602450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1602459.000000 Penalty: 4606.455566
	Iteration 37Q: 3 clusters Score -1602459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1602462.750000 Penalty: 4606.455566
	Iteration 38Q: 3 clusters Score -1602463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1602468.875000 Penalty: 4606.455566
	Iteration 39Q: 3 clusters Score -1602469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1602467.875000 Penalty: 4606.455566
	Iteration 40F: 3 clusters Score -1602468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1602472.000000 Penalty: 4606.455566
	Iteration 41Q: 3 clusters Score -1602472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1602473.250000 Penalty: 4606.455566
	Iteration 42Q: 3 clusters Score -1602473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1602472.500000 Penalty: 4606.455566
	Iteration 43Q: 3 clusters Score -1602472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1602474.000000 Penalty: 4606.455566
	Iteration 44Q: 3 clusters Score -1602474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1602475.625000 Penalty: 4606.455566
	Iteration 45Q: 3 clusters Score -1602476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1602475.125000 Penalty: 4606.455566
	Iteration 46Q: 3 clusters Score -1602475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1602475.875000 Penalty: 4606.455566
	Iteration 47Q: 3 clusters Score -1602476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1602480.375000 Penalty: 4606.455566
	Iteration 48Q: 3 clusters Score -1602480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1602480.500000 Penalty: 4606.455566
	Iteration 49Q: 3 clusters Score -1602480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1602478.875000 Penalty: 4606.455566
	Iteration 50Q: 3 clusters Score -1602479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1602478.875000 Penalty: 4606.455566
	Iteration 51F: 3 clusters Score -1602479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -151589.109375 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -151589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149567.671875 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -149567.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -149968.296875 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -149968.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -150182.218750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -150182.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150326.359375 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -150326.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150395.750000 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -150395.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150466.734375 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -150466.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150544.703125 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -150544.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150642.687500 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -150642.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -150696.828125 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -150696.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -150717.890625 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -150717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -150734.203125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -150734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -150742.031250 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -150742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -150742.031250 Penalty: 3463.500000
	Iteration 12F: 3 clusters Score -150742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 16996 members 
Mstep: Class 5 contains 8562 members 
Mstep: Class 6 contains 80703 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 4818 members 
Mstep: Class 9 contains 67135 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 10020 members 
Mstep: Class 12 contains 3635 members 
Mstep: Class 13 contains 80655 members 
Mstep: Class 14 contains 3793 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 92162 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28189 members 
Mstep: Class 20 contains 5206 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 39166 members 
Mstep: Class 23 contains 92276 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 30114 members 
Mstep: Class 27 contains 6626 members 
Mstep: Class 28 contains 11744 members 
Mstep: Class 29 contains 16088 members 
Mstep: Class 30 contains 7082 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10615 members 
Mstep: Class 33 contains 30269 members 
Mstep: Class 34 contains 7845 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 1897 members 
Mstep: Class 37 contains 12157 members 
Mstep: Class 38 contains 5926 members 
Mstep: Class 39 contains 10213 members 
Mstep: Class 40 contains 7570 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 8861 members 
Mstep: Class 43 contains 10799 members 
Mstep: Class 44 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048688.000000 Penalty: 161847.281250
Iteration 119Q: 49 clusters Score -1.150487e+08 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 227 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 17065 members 
Mstep: Class 5 contains 8556 members 
Mstep: Class 6 contains 80774 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 4810 members 
Mstep: Class 9 contains 67244 members 
Mstep: Class 10 contains 14270 members 
Mstep: Class 11 contains 9990 members 
Mstep: Class 12 contains 3611 members 
Mstep: Class 13 contains 81278 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 92214 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 28269 members 
Mstep: Class 20 contains 5208 members 
Mstep: Class 21 contains 13265 members 
Mstep: Class 22 contains 39148 members 
Mstep: Class 23 contains 92595 members 
Mstep: Class 24 contains 934 members 
Mstep: Class 25 contains 7546 members 
Mstep: Class 26 contains 30104 members 
Mstep: Class 27 contains 6612 members 
Mstep: Class 28 contains 11780 members 
Mstep: Class 29 contains 16160 members 
Mstep: Class 30 contains 7012 members 
Mstep: Class 31 contains 1153 members 
Mstep: Class 32 contains 10618 members 
Mstep: Class 33 contains 30284 members 
Mstep: Class 34 contains 7839 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 2042 members 
Mstep: Class 37 contains 12147 members 
Mstep: Class 38 contains 5959 members 
Mstep: Class 39 contains 9985 members 
Mstep: Class 40 contains 7608 members 
Mstep: Class 41 contains 482 members 
Mstep: Class 42 contains 8806 members 
Mstep: Class 43 contains 10804 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2504 members 
Mstep: Class 46 contains 849 members 
Mstep: Class 47 contains 3415 members 
Mstep: Class 48 contains 22043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051296.000000 Penalty: 161847.281250
Iteration 120F: 49 clusters Score -1.150513e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 218 members 
Mstep: Class 3 contains 2817 members 
Mstep: Class 4 contains 17109 members 
Mstep: Class 5 contains 8551 members 
Mstep: Class 6 contains 80561 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 9 contains 67331 members 
Mstep: Class 10 contains 14255 members 
Mstep: Class 11 contains 9977 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 80767 members 
Mstep: Class 14 contains 3916 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 92156 members 
Mstep: Class 17 contains 11750 members 
Mstep: Class 18 contains 2439 members 
Mstep: Class 19 contains 28210 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 13278 members 
Mstep: Class 22 contains 38741 members 
Mstep: Class 23 contains 92646 members 
Mstep: Class 24 contains 928 members 
Mstep: Class 25 contains 7540 members 
Mstep: Class 26 contains 30102 members 
Mstep: Class 27 contains 6600 members 
Mstep: Class 28 contains 11830 members 
Mstep: Class 29 contains 16048 members 
Mstep: Class 30 contains 6958 members 
Mstep: Class 31 contains 1169 members 
Mstep: Class 32 contains 10622 members 
Mstep: Class 33 contains 30113 members 
Mstep: Class 34 contains 7836 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 2136 members 
Mstep: Class 37 contains 12137 members 
Mstep: Class 38 contains 5932 members 
Mstep: Class 39 contains 9871 members 
Mstep: Class 40 contains 7648 members 
Mstep: Class 41 contains 482 members 
Mstep: Class 42 contains 8776 members 
Mstep: Class 43 contains 10802 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 2586 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 3843 members 
Mstep: Class 48 contains 23074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053056.000000 Penalty: 161847.281250
Iteration 121Q: 49 clusters Score -1.150531e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 207 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 17106 members 
Mstep: Class 5 contains 8549 members 
Mstep: Class 6 contains 80429 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 4728 members 
Mstep: Class 9 contains 67377 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 3534 members 
Mstep: Class 13 contains 80407 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 92066 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 2438 members 
Mstep: Class 19 contains 28169 members 
Mstep: Class 20 contains 5096 members 
Mstep: Class 21 contains 13287 members 
Mstep: Class 22 contains 38469 members 
Mstep: Class 23 contains 92675 members 
Mstep: Class 24 contains 922 members 
Mstep: Class 25 contains 7550 members 
Mstep: Class 26 contains 30081 members 
Mstep: Class 27 contains 6586 members 
Mstep: Class 28 contains 11864 members 
Mstep: Class 29 contains 15997 members 
Mstep: Class 30 contains 6917 members 
Mstep: Class 31 contains 1185 members 
Mstep: Class 32 contains 10624 members 
Mstep: Class 33 contains 29993 members 
Mstep: Class 34 contains 7829 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 2250 members 
Mstep: Class 37 contains 12116 members 
Mstep: Class 38 contains 5968 members 
Mstep: Class 39 contains 9819 members 
Mstep: Class 40 contains 7690 members 
Mstep: Class 41 contains 482 members 
Mstep: Class 42 contains 8772 members 
Mstep: Class 43 contains 10802 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2633 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4093 members 
Mstep: Class 48 contains 23763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054104.000000 Penalty: 161847.281250
Iteration 122Q: 49 clusters Score -1.150541e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 17085 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 80319 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 4681 members 
Mstep: Class 9 contains 67411 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 80070 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 671 members 
Mstep: Class 16 contains 91961 members 
Mstep: Class 17 contains 11739 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 28137 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 13291 members 
Mstep: Class 22 contains 38267 members 
Mstep: Class 23 contains 92700 members 
Mstep: Class 24 contains 923 members 
Mstep: Class 25 contains 7556 members 
Mstep: Class 26 contains 30059 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 11907 members 
Mstep: Class 29 contains 15986 members 
Mstep: Class 30 contains 6897 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 10626 members 
Mstep: Class 33 contains 29951 members 
Mstep: Class 34 contains 7820 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 2356 members 
Mstep: Class 37 contains 12083 members 
Mstep: Class 38 contains 6012 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 7723 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 8770 members 
Mstep: Class 43 contains 10808 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 2673 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4259 members 
Mstep: Class 48 contains 24296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054624.000000 Penalty: 161847.281250
Iteration 123Q: 49 clusters Score -1.150546e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 204 members 
Mstep: Class 3 contains 2810 members 
Mstep: Class 4 contains 17076 members 
Mstep: Class 5 contains 8546 members 
Mstep: Class 6 contains 80240 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 4641 members 
Mstep: Class 9 contains 67424 members 
Mstep: Class 10 contains 14295 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 79787 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 670 members 
Mstep: Class 16 contains 91869 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 2438 members 
Mstep: Class 19 contains 28109 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 13288 members 
Mstep: Class 22 contains 38077 members 
Mstep: Class 23 contains 92717 members 
Mstep: Class 24 contains 924 members 
Mstep: Class 25 contains 7567 members 
Mstep: Class 26 contains 30035 members 
Mstep: Class 27 contains 6565 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 15981 members 
Mstep: Class 30 contains 6879 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 10631 members 
Mstep: Class 33 contains 29936 members 
Mstep: Class 34 contains 7811 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 2449 members 
Mstep: Class 37 contains 12044 members 
Mstep: Class 38 contains 6063 members 
Mstep: Class 39 contains 9795 members 
Mstep: Class 40 contains 7753 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 8728 members 
Mstep: Class 43 contains 10812 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2715 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4372 members 
Mstep: Class 48 contains 24773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054656.000000 Penalty: 161847.281250
Iteration 124Q: 49 clusters Score -1.150547e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 17060 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 80192 members 
Mstep: Class 7 contains 3675 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 67450 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 79558 members 
Mstep: Class 14 contains 4087 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 91762 members 
Mstep: Class 17 contains 11721 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 28090 members 
Mstep: Class 20 contains 5041 members 
Mstep: Class 21 contains 13276 members 
Mstep: Class 22 contains 37906 members 
Mstep: Class 23 contains 92732 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7584 members 
Mstep: Class 26 contains 30021 members 
Mstep: Class 27 contains 6558 members 
Mstep: Class 28 contains 11984 members 
Mstep: Class 29 contains 15996 members 
Mstep: Class 30 contains 6869 members 
Mstep: Class 31 contains 1202 members 
Mstep: Class 32 contains 10636 members 
Mstep: Class 33 contains 29910 members 
Mstep: Class 34 contains 7798 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2536 members 
Mstep: Class 37 contains 12020 members 
Mstep: Class 38 contains 6126 members 
Mstep: Class 39 contains 9787 members 
Mstep: Class 40 contains 7775 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 8721 members 
Mstep: Class 43 contains 10816 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2753 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4442 members 
Mstep: Class 48 contains 25128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054584.000000 Penalty: 161847.281250
Iteration 125Q: 49 clusters Score -1.150546e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2815 members 
Mstep: Class 4 contains 17053 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 80142 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 4540 members 
Mstep: Class 9 contains 67475 members 
Mstep: Class 10 contains 14320 members 
Mstep: Class 11 contains 9943 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 79341 members 
Mstep: Class 14 contains 4136 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 91675 members 
Mstep: Class 17 contains 11712 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 28083 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 13271 members 
Mstep: Class 22 contains 37770 members 
Mstep: Class 23 contains 92753 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7599 members 
Mstep: Class 26 contains 30005 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 11994 members 
Mstep: Class 29 contains 16008 members 
Mstep: Class 30 contains 6844 members 
Mstep: Class 31 contains 1204 members 
Mstep: Class 32 contains 10642 members 
Mstep: Class 33 contains 29877 members 
Mstep: Class 34 contains 7783 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2628 members 
Mstep: Class 37 contains 12003 members 
Mstep: Class 38 contains 6177 members 
Mstep: Class 39 contains 9783 members 
Mstep: Class 40 contains 7795 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8713 members 
Mstep: Class 43 contains 10817 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2776 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4494 members 
Mstep: Class 48 contains 25440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054784.000000 Penalty: 161847.281250
Iteration 126Q: 49 clusters Score -1.150548e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 17039 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 80129 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 67493 members 
Mstep: Class 10 contains 14316 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 79132 members 
Mstep: Class 14 contains 4184 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 91609 members 
Mstep: Class 17 contains 11707 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 28078 members 
Mstep: Class 20 contains 5030 members 
Mstep: Class 21 contains 13268 members 
Mstep: Class 22 contains 37679 members 
Mstep: Class 23 contains 92764 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7603 members 
Mstep: Class 26 contains 29995 members 
Mstep: Class 27 contains 6550 members 
Mstep: Class 28 contains 11994 members 
Mstep: Class 29 contains 16008 members 
Mstep: Class 30 contains 6823 members 
Mstep: Class 31 contains 1200 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 29842 members 
Mstep: Class 34 contains 7769 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2709 members 
Mstep: Class 37 contains 11981 members 
Mstep: Class 38 contains 6226 members 
Mstep: Class 39 contains 9779 members 
Mstep: Class 40 contains 7804 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8720 members 
Mstep: Class 43 contains 10820 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2791 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4554 members 
Mstep: Class 48 contains 25714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054688.000000 Penalty: 161847.281250
Iteration 127Q: 49 clusters Score -1.150547e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2829 members 
Mstep: Class 4 contains 17023 members 
Mstep: Class 5 contains 8544 members 
Mstep: Class 6 contains 80094 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 67501 members 
Mstep: Class 10 contains 14321 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 78951 members 
Mstep: Class 14 contains 4240 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 91559 members 
Mstep: Class 17 contains 11703 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 28083 members 
Mstep: Class 20 contains 5029 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 37584 members 
Mstep: Class 23 contains 92778 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7619 members 
Mstep: Class 26 contains 29992 members 
Mstep: Class 27 contains 6546 members 
Mstep: Class 28 contains 11995 members 
Mstep: Class 29 contains 16033 members 
Mstep: Class 30 contains 6779 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 10652 members 
Mstep: Class 33 contains 29843 members 
Mstep: Class 34 contains 7756 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2789 members 
Mstep: Class 37 contains 11949 members 
Mstep: Class 38 contains 6239 members 
Mstep: Class 39 contains 9780 members 
Mstep: Class 40 contains 7814 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8726 members 
Mstep: Class 43 contains 10827 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2807 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4610 members 
Mstep: Class 48 contains 25938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054776.000000 Penalty: 161847.281250
Iteration 128Q: 49 clusters Score -1.150548e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 17007 members 
Mstep: Class 5 contains 8543 members 
Mstep: Class 6 contains 80080 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 9 contains 67512 members 
Mstep: Class 10 contains 14337 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 78795 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91485 members 
Mstep: Class 17 contains 11699 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 28093 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 13269 members 
Mstep: Class 22 contains 37489 members 
Mstep: Class 23 contains 92793 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7632 members 
Mstep: Class 26 contains 29985 members 
Mstep: Class 27 contains 6545 members 
Mstep: Class 28 contains 11986 members 
Mstep: Class 29 contains 16048 members 
Mstep: Class 30 contains 6742 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10653 members 
Mstep: Class 33 contains 29838 members 
Mstep: Class 34 contains 7744 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2856 members 
Mstep: Class 37 contains 11932 members 
Mstep: Class 38 contains 6271 members 
Mstep: Class 39 contains 9776 members 
Mstep: Class 40 contains 7818 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8702 members 
Mstep: Class 43 contains 10832 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2826 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4663 members 
Mstep: Class 48 contains 26151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055000.000000 Penalty: 161847.281250
Iteration 129Q: 49 clusters Score -1.15055e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 16994 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 80067 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 4316 members 
Mstep: Class 9 contains 67518 members 
Mstep: Class 10 contains 14348 members 
Mstep: Class 11 contains 9939 members 
Mstep: Class 12 contains 3380 members 
Mstep: Class 13 contains 78615 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91440 members 
Mstep: Class 17 contains 11696 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 28115 members 
Mstep: Class 20 contains 5035 members 
Mstep: Class 21 contains 13267 members 
Mstep: Class 22 contains 37416 members 
Mstep: Class 23 contains 92814 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7659 members 
Mstep: Class 26 contains 29980 members 
Mstep: Class 27 contains 6544 members 
Mstep: Class 28 contains 11993 members 
Mstep: Class 29 contains 16056 members 
Mstep: Class 30 contains 6703 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10656 members 
Mstep: Class 33 contains 29835 members 
Mstep: Class 34 contains 7732 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2924 members 
Mstep: Class 37 contains 11911 members 
Mstep: Class 38 contains 6297 members 
Mstep: Class 39 contains 9778 members 
Mstep: Class 40 contains 7826 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8669 members 
Mstep: Class 43 contains 10836 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2832 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4699 members 
Mstep: Class 48 contains 26342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055232.000000 Penalty: 161847.281250
Iteration 130Q: 49 clusters Score -1.150552e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16980 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 80048 members 
Mstep: Class 7 contains 3675 members 
Mstep: Class 8 contains 4288 members 
Mstep: Class 9 contains 67517 members 
Mstep: Class 10 contains 14362 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 3373 members 
Mstep: Class 13 contains 78444 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91397 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 2447 members 
Mstep: Class 19 contains 28141 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 37356 members 
Mstep: Class 23 contains 92832 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7674 members 
Mstep: Class 26 contains 29972 members 
Mstep: Class 27 contains 6544 members 
Mstep: Class 28 contains 11994 members 
Mstep: Class 29 contains 16079 members 
Mstep: Class 30 contains 6649 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10661 members 
Mstep: Class 33 contains 29830 members 
Mstep: Class 34 contains 7724 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 2968 members 
Mstep: Class 37 contains 11888 members 
Mstep: Class 38 contains 6314 members 
Mstep: Class 39 contains 9777 members 
Mstep: Class 40 contains 7834 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8658 members 
Mstep: Class 43 contains 10839 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2837 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4734 members 
Mstep: Class 48 contains 26525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055304.000000 Penalty: 161847.281250
Iteration 131Q: 49 clusters Score -1.150553e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 80037 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 4255 members 
Mstep: Class 9 contains 67527 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 78302 members 
Mstep: Class 14 contains 4465 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91357 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 2445 members 
Mstep: Class 19 contains 28158 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 13263 members 
Mstep: Class 22 contains 37305 members 
Mstep: Class 23 contains 92850 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7685 members 
Mstep: Class 26 contains 29956 members 
Mstep: Class 27 contains 6543 members 
Mstep: Class 28 contains 11991 members 
Mstep: Class 29 contains 16112 members 
Mstep: Class 30 contains 6629 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10667 members 
Mstep: Class 33 contains 29811 members 
Mstep: Class 34 contains 7717 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3007 members 
Mstep: Class 37 contains 11875 members 
Mstep: Class 38 contains 6317 members 
Mstep: Class 39 contains 9779 members 
Mstep: Class 40 contains 7841 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8648 members 
Mstep: Class 43 contains 10844 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2844 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4765 members 
Mstep: Class 48 contains 26676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055552.000000 Penalty: 161847.281250
Iteration 132Q: 49 clusters Score -1.150556e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16946 members 
Mstep: Class 5 contains 8541 members 
Mstep: Class 6 contains 80033 members 
Mstep: Class 7 contains 3669 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 67538 members 
Mstep: Class 10 contains 14389 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 78172 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 91328 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 28170 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 13261 members 
Mstep: Class 22 contains 37257 members 
Mstep: Class 23 contains 92873 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7711 members 
Mstep: Class 26 contains 29953 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 11985 members 
Mstep: Class 29 contains 16138 members 
Mstep: Class 30 contains 6612 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10671 members 
Mstep: Class 33 contains 29792 members 
Mstep: Class 34 contains 7712 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 11857 members 
Mstep: Class 38 contains 6321 members 
Mstep: Class 39 contains 9777 members 
Mstep: Class 40 contains 7847 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8621 members 
Mstep: Class 43 contains 10848 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2849 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4784 members 
Mstep: Class 48 contains 26809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055656.000000 Penalty: 161847.281250
Iteration 133Q: 49 clusters Score -1.150557e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16941 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 80024 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 67539 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 78057 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 662 members 
Mstep: Class 16 contains 91298 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 28186 members 
Mstep: Class 20 contains 5051 members 
Mstep: Class 21 contains 13256 members 
Mstep: Class 22 contains 37219 members 
Mstep: Class 23 contains 92898 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7739 members 
Mstep: Class 26 contains 29951 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 11992 members 
Mstep: Class 29 contains 16153 members 
Mstep: Class 30 contains 6589 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10677 members 
Mstep: Class 33 contains 29775 members 
Mstep: Class 34 contains 7707 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3063 members 
Mstep: Class 37 contains 11844 members 
Mstep: Class 38 contains 6326 members 
Mstep: Class 39 contains 9774 members 
Mstep: Class 40 contains 7848 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8600 members 
Mstep: Class 43 contains 10844 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2855 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4805 members 
Mstep: Class 48 contains 26916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055880.000000 Penalty: 161847.281250
Iteration 134Q: 49 clusters Score -1.150559e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16924 members 
Mstep: Class 5 contains 8539 members 
Mstep: Class 6 contains 80018 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14432 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 77918 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91262 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 28197 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 13253 members 
Mstep: Class 22 contains 37180 members 
Mstep: Class 23 contains 92924 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7748 members 
Mstep: Class 26 contains 29946 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 11993 members 
Mstep: Class 29 contains 16164 members 
Mstep: Class 30 contains 6572 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10678 members 
Mstep: Class 33 contains 29764 members 
Mstep: Class 34 contains 7704 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3107 members 
Mstep: Class 37 contains 11836 members 
Mstep: Class 38 contains 6339 members 
Mstep: Class 39 contains 9773 members 
Mstep: Class 40 contains 7852 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8583 members 
Mstep: Class 43 contains 10844 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2860 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4840 members 
Mstep: Class 48 contains 27033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056080.000000 Penalty: 161847.281250
Iteration 135Q: 49 clusters Score -1.150561e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 16904 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 80006 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 67538 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 77791 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91212 members 
Mstep: Class 17 contains 11698 members 
Mstep: Class 18 contains 2436 members 
Mstep: Class 19 contains 28208 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 13252 members 
Mstep: Class 22 contains 37154 members 
Mstep: Class 23 contains 92953 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7755 members 
Mstep: Class 26 contains 29945 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 11994 members 
Mstep: Class 29 contains 16178 members 
Mstep: Class 30 contains 6555 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10681 members 
Mstep: Class 33 contains 29769 members 
Mstep: Class 34 contains 7703 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3152 members 
Mstep: Class 37 contains 11832 members 
Mstep: Class 38 contains 6362 members 
Mstep: Class 39 contains 9771 members 
Mstep: Class 40 contains 7851 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8572 members 
Mstep: Class 43 contains 10845 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2865 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4859 members 
Mstep: Class 48 contains 27147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055720.000000 Penalty: 161847.281250
Iteration 136Q: 49 clusters Score -1.150557e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2839 members 
Mstep: Class 4 contains 16888 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 79998 members 
Mstep: Class 7 contains 3671 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 67525 members 
Mstep: Class 10 contains 14459 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 77684 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91174 members 
Mstep: Class 17 contains 11697 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 28212 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 13247 members 
Mstep: Class 22 contains 37135 members 
Mstep: Class 23 contains 92980 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7772 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 11983 members 
Mstep: Class 29 contains 16190 members 
Mstep: Class 30 contains 6537 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10686 members 
Mstep: Class 33 contains 29756 members 
Mstep: Class 34 contains 7704 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3198 members 
Mstep: Class 37 contains 11829 members 
Mstep: Class 38 contains 6391 members 
Mstep: Class 39 contains 9769 members 
Mstep: Class 40 contains 7855 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8574 members 
Mstep: Class 43 contains 10850 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2869 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4889 members 
Mstep: Class 48 contains 27239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055864.000000 Penalty: 161847.281250
Iteration 137Q: 49 clusters Score -1.150559e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 16868 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 80002 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 67523 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 77581 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91140 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 28217 members 
Mstep: Class 20 contains 5056 members 
Mstep: Class 21 contains 13241 members 
Mstep: Class 22 contains 37112 members 
Mstep: Class 23 contains 93002 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7774 members 
Mstep: Class 26 contains 29943 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11981 members 
Mstep: Class 29 contains 16198 members 
Mstep: Class 30 contains 6521 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10689 members 
Mstep: Class 33 contains 29759 members 
Mstep: Class 34 contains 7705 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3231 members 
Mstep: Class 37 contains 11818 members 
Mstep: Class 38 contains 6406 members 
Mstep: Class 39 contains 9766 members 
Mstep: Class 40 contains 7864 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8583 members 
Mstep: Class 43 contains 10850 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2872 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4905 members 
Mstep: Class 48 contains 27328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056032.000000 Penalty: 161847.281250
Iteration 138Q: 49 clusters Score -1.15056e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 16847 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 80002 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 4042 members 
Mstep: Class 9 contains 67528 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 3330 members 
Mstep: Class 13 contains 77505 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91106 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 19 contains 28222 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 37092 members 
Mstep: Class 23 contains 93019 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7778 members 
Mstep: Class 26 contains 29939 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11975 members 
Mstep: Class 29 contains 16205 members 
Mstep: Class 30 contains 6505 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10695 members 
Mstep: Class 33 contains 29760 members 
Mstep: Class 34 contains 7701 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3266 members 
Mstep: Class 37 contains 11805 members 
Mstep: Class 38 contains 6406 members 
Mstep: Class 39 contains 9764 members 
Mstep: Class 40 contains 7872 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8582 members 
Mstep: Class 43 contains 10856 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2875 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4925 members 
Mstep: Class 48 contains 27408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056112.000000 Penalty: 161847.281250
Iteration 139Q: 49 clusters Score -1.150561e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 205 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 16826 members 
Mstep: Class 5 contains 8536 members 
Mstep: Class 6 contains 80007 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 67532 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 9930 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 77420 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 91084 members 
Mstep: Class 17 contains 11695 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 28232 members 
Mstep: Class 20 contains 5033 members 
Mstep: Class 21 contains 13237 members 
Mstep: Class 22 contains 37069 members 
Mstep: Class 23 contains 93035 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7780 members 
Mstep: Class 26 contains 29937 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11973 members 
Mstep: Class 29 contains 16217 members 
Mstep: Class 30 contains 6491 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10698 members 
Mstep: Class 33 contains 29745 members 
Mstep: Class 34 contains 7695 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3304 members 
Mstep: Class 37 contains 11792 members 
Mstep: Class 38 contains 6410 members 
Mstep: Class 39 contains 9762 members 
Mstep: Class 40 contains 7885 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8586 members 
Mstep: Class 43 contains 10855 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2877 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4948 members 
Mstep: Class 48 contains 27485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 161847.281250
Iteration 140F: 49 clusters Score -1.150562e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 4 contains 16808 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 80012 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 67540 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 77355 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 91047 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 28235 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 13233 members 
Mstep: Class 22 contains 37052 members 
Mstep: Class 23 contains 93053 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7789 members 
Mstep: Class 26 contains 29936 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11973 members 
Mstep: Class 29 contains 16228 members 
Mstep: Class 30 contains 6481 members 
Mstep: Class 31 contains 1203 members 
Mstep: Class 32 contains 10703 members 
Mstep: Class 33 contains 29747 members 
Mstep: Class 34 contains 7691 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3336 members 
Mstep: Class 37 contains 11774 members 
Mstep: Class 38 contains 6413 members 
Mstep: Class 39 contains 9762 members 
Mstep: Class 40 contains 7888 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8582 members 
Mstep: Class 43 contains 10859 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2878 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4953 members 
Mstep: Class 48 contains 27534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 161847.281250
Iteration 141Q: 49 clusters Score -1.150564e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 199 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 16782 members 
Mstep: Class 5 contains 8534 members 
Mstep: Class 6 contains 80021 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 67538 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9939 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 77311 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 91032 members 
Mstep: Class 17 contains 11694 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 28239 members 
Mstep: Class 20 contains 5027 members 
Mstep: Class 21 contains 13235 members 
Mstep: Class 22 contains 37036 members 
Mstep: Class 23 contains 93069 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7807 members 
Mstep: Class 26 contains 29933 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 11969 members 
Mstep: Class 29 contains 16234 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 1206 members 
Mstep: Class 32 contains 10706 members 
Mstep: Class 33 contains 29742 members 
Mstep: Class 34 contains 7686 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3361 members 
Mstep: Class 37 contains 11759 members 
Mstep: Class 38 contains 6414 members 
Mstep: Class 39 contains 9762 members 
Mstep: Class 40 contains 7890 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8583 members 
Mstep: Class 43 contains 10864 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2879 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4965 members 
Mstep: Class 48 contains 27564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056408.000000 Penalty: 161847.281250
Iteration 142Q: 49 clusters Score -1.150564e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 200 members 
Mstep: Class 3 contains 2843 members 
Mstep: Class 4 contains 16763 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 80030 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 67534 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9943 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 77257 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 91020 members 
Mstep: Class 17 contains 11693 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 28238 members 
Mstep: Class 20 contains 5036 members 
Mstep: Class 21 contains 13240 members 
Mstep: Class 22 contains 37021 members 
Mstep: Class 23 contains 93088 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7818 members 
Mstep: Class 26 contains 29931 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 16244 members 
Mstep: Class 30 contains 6454 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 10710 members 
Mstep: Class 33 contains 29730 members 
Mstep: Class 34 contains 7684 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3384 members 
Mstep: Class 37 contains 11742 members 
Mstep: Class 38 contains 6424 members 
Mstep: Class 39 contains 9761 members 
Mstep: Class 40 contains 7892 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8572 members 
Mstep: Class 43 contains 10868 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2880 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4978 members 
Mstep: Class 48 contains 27604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056408.000000 Penalty: 161847.281250
Iteration 143Q: 49 clusters Score -1.150564e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 198 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 16757 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 80030 members 
Mstep: Class 7 contains 3685 members 
Mstep: Class 8 contains 3929 members 
Mstep: Class 9 contains 67536 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 11 contains 9946 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 77203 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 91005 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 2428 members 
Mstep: Class 19 contains 28238 members 
Mstep: Class 20 contains 5039 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 37009 members 
Mstep: Class 23 contains 93095 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7821 members 
Mstep: Class 26 contains 29927 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11966 members 
Mstep: Class 29 contains 16260 members 
Mstep: Class 30 contains 6436 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 10713 members 
Mstep: Class 33 contains 29728 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3412 members 
Mstep: Class 37 contains 11726 members 
Mstep: Class 38 contains 6438 members 
Mstep: Class 39 contains 9761 members 
Mstep: Class 40 contains 7893 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8559 members 
Mstep: Class 43 contains 10871 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 2880 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4986 members 
Mstep: Class 48 contains 27645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056328.000000 Penalty: 161847.281250
Iteration 144Q: 49 clusters Score -1.150563e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16748 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 80033 members 
Mstep: Class 7 contains 3688 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 67533 members 
Mstep: Class 10 contains 14549 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 77167 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90997 members 
Mstep: Class 17 contains 11684 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 28245 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 13241 members 
Mstep: Class 22 contains 37002 members 
Mstep: Class 23 contains 93095 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7828 members 
Mstep: Class 26 contains 29918 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 16270 members 
Mstep: Class 30 contains 6422 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 10714 members 
Mstep: Class 33 contains 29727 members 
Mstep: Class 34 contains 7687 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3447 members 
Mstep: Class 37 contains 11715 members 
Mstep: Class 38 contains 6447 members 
Mstep: Class 39 contains 9763 members 
Mstep: Class 40 contains 7894 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8543 members 
Mstep: Class 43 contains 10871 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2880 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 4994 members 
Mstep: Class 48 contains 27680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056504.000000 Penalty: 161847.281250
Iteration 145Q: 49 clusters Score -1.150565e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 16735 members 
Mstep: Class 5 contains 8537 members 
Mstep: Class 6 contains 80038 members 
Mstep: Class 7 contains 3690 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 67540 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 77106 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90981 members 
Mstep: Class 17 contains 11683 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 28247 members 
Mstep: Class 20 contains 5044 members 
Mstep: Class 21 contains 13237 members 
Mstep: Class 22 contains 36994 members 
Mstep: Class 23 contains 93107 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 29917 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 16286 members 
Mstep: Class 30 contains 6413 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10714 members 
Mstep: Class 33 contains 29728 members 
Mstep: Class 34 contains 7687 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3479 members 
Mstep: Class 37 contains 11696 members 
Mstep: Class 38 contains 6458 members 
Mstep: Class 39 contains 9761 members 
Mstep: Class 40 contains 7893 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8548 members 
Mstep: Class 43 contains 10872 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2881 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5005 members 
Mstep: Class 48 contains 27725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056416.000000 Penalty: 161847.281250
Iteration 146Q: 49 clusters Score -1.150564e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 16725 members 
Mstep: Class 5 contains 8535 members 
Mstep: Class 6 contains 80037 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 3864 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 77050 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90970 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2432 members 
Mstep: Class 19 contains 28249 members 
Mstep: Class 20 contains 5045 members 
Mstep: Class 21 contains 13228 members 
Mstep: Class 22 contains 36985 members 
Mstep: Class 23 contains 93111 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7813 members 
Mstep: Class 26 contains 29911 members 
Mstep: Class 27 contains 6522 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 16300 members 
Mstep: Class 30 contains 6411 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10715 members 
Mstep: Class 33 contains 29721 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3510 members 
Mstep: Class 37 contains 11685 members 
Mstep: Class 38 contains 6472 members 
Mstep: Class 39 contains 9761 members 
Mstep: Class 40 contains 7893 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8548 members 
Mstep: Class 43 contains 10874 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2883 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5002 members 
Mstep: Class 48 contains 27782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056552.000000 Penalty: 161847.281250
Iteration 147Q: 49 clusters Score -1.150566e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 16714 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 80041 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 3841 members 
Mstep: Class 9 contains 67548 members 
Mstep: Class 10 contains 14565 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 77005 members 
Mstep: Class 14 contains 4863 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90952 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 28256 members 
Mstep: Class 20 contains 5046 members 
Mstep: Class 21 contains 13223 members 
Mstep: Class 22 contains 36972 members 
Mstep: Class 23 contains 93116 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7800 members 
Mstep: Class 26 contains 29905 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 16320 members 
Mstep: Class 30 contains 6397 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10715 members 
Mstep: Class 33 contains 29724 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3531 members 
Mstep: Class 37 contains 11667 members 
Mstep: Class 38 contains 6476 members 
Mstep: Class 39 contains 9762 members 
Mstep: Class 40 contains 7900 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8549 members 
Mstep: Class 43 contains 10878 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2884 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5016 members 
Mstep: Class 48 contains 27826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056304.000000 Penalty: 161847.281250
Iteration 148Q: 49 clusters Score -1.150563e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 16703 members 
Mstep: Class 5 contains 8532 members 
Mstep: Class 6 contains 80049 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 67553 members 
Mstep: Class 10 contains 14570 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 76961 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90928 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 28262 members 
Mstep: Class 20 contains 5052 members 
Mstep: Class 21 contains 13217 members 
Mstep: Class 22 contains 36962 members 
Mstep: Class 23 contains 93127 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7792 members 
Mstep: Class 26 contains 29913 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 16335 members 
Mstep: Class 30 contains 6380 members 
Mstep: Class 31 contains 1198 members 
Mstep: Class 32 contains 10717 members 
Mstep: Class 33 contains 29720 members 
Mstep: Class 34 contains 7685 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3555 members 
Mstep: Class 37 contains 11649 members 
Mstep: Class 38 contains 6480 members 
Mstep: Class 39 contains 9763 members 
Mstep: Class 40 contains 7903 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8551 members 
Mstep: Class 43 contains 10878 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2884 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5026 members 
Mstep: Class 48 contains 27860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056512.000000 Penalty: 161847.281250
Iteration 149Q: 49 clusters Score -1.150565e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 16695 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 80048 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 67561 members 
Mstep: Class 10 contains 14580 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 3318 members 
Mstep: Class 13 contains 76922 members 
Mstep: Class 14 contains 4901 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90918 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 28273 members 
Mstep: Class 20 contains 5058 members 
Mstep: Class 21 contains 13217 members 
Mstep: Class 22 contains 36945 members 
Mstep: Class 23 contains 93144 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7787 members 
Mstep: Class 26 contains 29908 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11934 members 
Mstep: Class 29 contains 16351 members 
Mstep: Class 30 contains 6365 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10717 members 
Mstep: Class 33 contains 29716 members 
Mstep: Class 34 contains 7682 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3572 members 
Mstep: Class 37 contains 11636 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 9764 members 
Mstep: Class 40 contains 7908 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8540 members 
Mstep: Class 43 contains 10880 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2885 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5031 members 
Mstep: Class 48 contains 27887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056560.000000 Penalty: 161847.281250
Iteration 150Q: 49 clusters Score -1.150566e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16690 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 80048 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 3793 members 
Mstep: Class 9 contains 67561 members 
Mstep: Class 10 contains 14587 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3316 members 
Mstep: Class 13 contains 76896 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90899 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 28284 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13214 members 
Mstep: Class 22 contains 36932 members 
Mstep: Class 23 contains 93150 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7800 members 
Mstep: Class 26 contains 29902 members 
Mstep: Class 27 contains 6523 members 
Mstep: Class 28 contains 11932 members 
Mstep: Class 29 contains 16371 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10718 members 
Mstep: Class 33 contains 29718 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3597 members 
Mstep: Class 37 contains 11635 members 
Mstep: Class 38 contains 6495 members 
Mstep: Class 39 contains 9765 members 
Mstep: Class 40 contains 7909 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8521 members 
Mstep: Class 43 contains 10880 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5035 members 
Mstep: Class 48 contains 27906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056712.000000 Penalty: 161847.281250
Iteration 151Q: 49 clusters Score -1.150567e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 80051 members 
Mstep: Class 7 contains 3695 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 67560 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 76860 members 
Mstep: Class 14 contains 4933 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90888 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 28288 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 13209 members 
Mstep: Class 22 contains 36917 members 
Mstep: Class 23 contains 93157 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7805 members 
Mstep: Class 26 contains 29900 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 11929 members 
Mstep: Class 29 contains 16385 members 
Mstep: Class 30 contains 6344 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10720 members 
Mstep: Class 33 contains 29714 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3626 members 
Mstep: Class 37 contains 11632 members 
Mstep: Class 38 contains 6504 members 
Mstep: Class 39 contains 9766 members 
Mstep: Class 40 contains 7912 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8516 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5037 members 
Mstep: Class 48 contains 27938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056600.000000 Penalty: 161847.281250
Iteration 152Q: 49 clusters Score -1.150566e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16679 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 80053 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 67562 members 
Mstep: Class 10 contains 14598 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 76832 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90873 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 28290 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36904 members 
Mstep: Class 23 contains 93161 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7802 members 
Mstep: Class 26 contains 29897 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 11928 members 
Mstep: Class 29 contains 16401 members 
Mstep: Class 30 contains 6332 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29701 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3647 members 
Mstep: Class 37 contains 11626 members 
Mstep: Class 38 contains 6513 members 
Mstep: Class 39 contains 9765 members 
Mstep: Class 40 contains 7914 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8509 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5044 members 
Mstep: Class 48 contains 27968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056688.000000 Penalty: 161847.281250
Iteration 153Q: 49 clusters Score -1.150567e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16677 members 
Mstep: Class 5 contains 8527 members 
Mstep: Class 6 contains 80055 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 67562 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 76808 members 
Mstep: Class 14 contains 4960 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90860 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2430 members 
Mstep: Class 19 contains 28297 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36895 members 
Mstep: Class 23 contains 93163 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7807 members 
Mstep: Class 26 contains 29892 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 11928 members 
Mstep: Class 29 contains 16408 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10725 members 
Mstep: Class 33 contains 29694 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3667 members 
Mstep: Class 37 contains 11614 members 
Mstep: Class 38 contains 6529 members 
Mstep: Class 39 contains 9763 members 
Mstep: Class 40 contains 7917 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8502 members 
Mstep: Class 43 contains 10881 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5045 members 
Mstep: Class 48 contains 27999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056768.000000 Penalty: 161847.281250
Iteration 154Q: 49 clusters Score -1.150568e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16673 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80058 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 67559 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76808 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90853 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 28305 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 13206 members 
Mstep: Class 22 contains 36882 members 
Mstep: Class 23 contains 93159 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7810 members 
Mstep: Class 26 contains 29880 members 
Mstep: Class 27 contains 6521 members 
Mstep: Class 28 contains 11925 members 
Mstep: Class 29 contains 16419 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10723 members 
Mstep: Class 33 contains 29686 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3688 members 
Mstep: Class 37 contains 11609 members 
Mstep: Class 38 contains 6536 members 
Mstep: Class 39 contains 9763 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8489 members 
Mstep: Class 43 contains 10882 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5045 members 
Mstep: Class 48 contains 28022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056808.000000 Penalty: 161847.281250
Iteration 155Q: 49 clusters Score -1.150568e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16669 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80061 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 67550 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 3302 members 
Mstep: Class 13 contains 76789 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90849 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2429 members 
Mstep: Class 19 contains 28312 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13207 members 
Mstep: Class 22 contains 36864 members 
Mstep: Class 23 contains 93158 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7818 members 
Mstep: Class 26 contains 29876 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11919 members 
Mstep: Class 29 contains 16432 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10723 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7679 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3696 members 
Mstep: Class 37 contains 11601 members 
Mstep: Class 38 contains 6549 members 
Mstep: Class 39 contains 9762 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8485 members 
Mstep: Class 43 contains 10885 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5053 members 
Mstep: Class 48 contains 28052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056992.000000 Penalty: 161847.281250
Iteration 156Q: 49 clusters Score -1.15057e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16668 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80068 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 67547 members 
Mstep: Class 10 contains 14597 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 76753 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90842 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 28316 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13210 members 
Mstep: Class 22 contains 36850 members 
Mstep: Class 23 contains 93163 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7814 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11909 members 
Mstep: Class 29 contains 16449 members 
Mstep: Class 30 contains 6300 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29678 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3710 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6559 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8484 members 
Mstep: Class 43 contains 10887 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2886 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5052 members 
Mstep: Class 48 contains 28078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056888.000000 Penalty: 161847.281250
Iteration 157Q: 49 clusters Score -1.150569e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80073 members 
Mstep: Class 7 contains 3697 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 67546 members 
Mstep: Class 10 contains 14596 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76733 members 
Mstep: Class 14 contains 5013 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90832 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 28323 members 
Mstep: Class 20 contains 5056 members 
Mstep: Class 21 contains 13211 members 
Mstep: Class 22 contains 36839 members 
Mstep: Class 23 contains 93169 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7820 members 
Mstep: Class 26 contains 29872 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11895 members 
Mstep: Class 29 contains 16457 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29682 members 
Mstep: Class 34 contains 7678 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3711 members 
Mstep: Class 37 contains 11596 members 
Mstep: Class 38 contains 6562 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8472 members 
Mstep: Class 43 contains 10888 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5054 members 
Mstep: Class 48 contains 28101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056944.000000 Penalty: 161847.281250
Iteration 158Q: 49 clusters Score -1.150569e+08 nChanged 201
Entering ConstructFrom: 
Score: -115056944.000000 Penalty: 161847.281250
Entering ConstructFrom: 
Trying to split cluster 1 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -98664.062500 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -98664.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97100.023438 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -97100.02 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97605.195312 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -97605.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97843.679688 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -97843.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98032.812500 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -98032.81 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98225.289062 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -98225.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98308.507812 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -98308.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -98365.585938 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -98365.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98381.351562 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -98381.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98391.687500 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -98391.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98396.585938 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -98396.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -98400.062500 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -98400.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -98404.117188 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -98404.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -98405.906250 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -98405.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98407.312500 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -98407.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -98412.648438 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -98412.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -98414.750000 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -98414.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -98415.148438 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -98415.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -98415.148438 Penalty: 3354.313965
	Iteration 17F: 3 clusters Score -98415.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18080.675781 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18080.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17231.476562 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -17231.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17338.423828 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -17338.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -17412.005859 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -17412.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -17436.259766 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -17436.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -17445.974609 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -17445.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -17450.269531 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -17450.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -17460.876953 Penalty: 2620.468994
	Iteration 6Q: 3 clusters Score -17460.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -17467.667969 Penalty: 2620.468994
	Iteration 7Q: 3 clusters Score -17467.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -17468.812500 Penalty: 2620.468994
	Iteration 8Q: 3 clusters Score -17468.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -17479.867188 Penalty: 2620.468994
	Iteration 9Q: 3 clusters Score -17479.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -17484.519531 Penalty: 2620.468994
	Iteration 10Q: 3 clusters Score -17484.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -17484.519531 Penalty: 2620.468994
	Iteration 11F: 3 clusters Score -17484.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -405513.375000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -405513.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -402334.218750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -402334.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403024.625000 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -403024.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -403266.781250 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -403266.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -403472.906250 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -403472.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -403626.750000 Penalty: 3945.716797
	Iteration 4F: 3 clusters Score -403626.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -403733.687500 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -403733.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -403830.062500 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -403830.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -403933.937500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -403933.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404016.781250 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -404016.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -404093.031250 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -404093 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -404145.468750 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -404145.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -404182.531250 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -404182.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -404203.687500 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -404203.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -404221.906250 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -404221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -404242.812500 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -404242.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -404264.062500 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -404264.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -404283.812500 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -404283.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -404300.093750 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -404300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -404310.562500 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -404310.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -404323.062500 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -404323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -404339.593750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -404339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -404350.812500 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -404350.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -404364.781250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -404364.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -404374.000000 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -404374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -404383.937500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -404383.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -404395.281250 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -404395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -404412.062500 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -404412.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -404421.125000 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -404421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -404424.656250 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -404424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -404430.781250 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -404430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -404435.312500 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -404435.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -404441.656250 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -404441.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -404446.000000 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -404446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -404453.093750 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -404453.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -404458.156250 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -404458.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -404465.187500 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -404465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -404469.781250 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -404469.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -404475.906250 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -404475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -404479.093750 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -404479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -404479.625000 Penalty: 3945.716797
	Iteration 39Q: 3 clusters Score -404479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -404480.812500 Penalty: 3945.716797
	Iteration 40F: 3 clusters Score -404480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -2458858.500000 Penalty: 2410.854004
	Iteration 0F: 2 clusters Score -2458858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2446966.250000 Penalty: 4821.708008
	Iteration 0F: 3 clusters Score -2446966 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2450838.500000 Penalty: 4821.708008
	Iteration 1F: 3 clusters Score -2450838 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2451324.750000 Penalty: 4821.708008
	Iteration 2F: 3 clusters Score -2451325 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2451758.250000 Penalty: 4821.708008
	Iteration 3F: 3 clusters Score -2451758 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2452239.750000 Penalty: 4821.708008
	Iteration 4Q: 3 clusters Score -2452240 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2452806.750000 Penalty: 4821.708008
	Iteration 5F: 3 clusters Score -2452807 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2453438.750000 Penalty: 4821.708008
	Iteration 6F: 3 clusters Score -2453439 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2454070.750000 Penalty: 4821.708008
	Iteration 7F: 3 clusters Score -2454071 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2454769.750000 Penalty: 4821.708008
	Iteration 8F: 3 clusters Score -2454770 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2455498.500000 Penalty: 4821.708008
	Iteration 9F: 3 clusters Score -2455498 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -2456150.000000 Penalty: 4821.708008
	Iteration 10F: 3 clusters Score -2456150 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2456629.250000 Penalty: 4821.708008
	Iteration 11Q: 3 clusters Score -2456629 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2456945.750000 Penalty: 4821.708008
	Iteration 12Q: 3 clusters Score -2456946 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -2457134.250000 Penalty: 4821.708008
	Iteration 13Q: 3 clusters Score -2457134 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2457236.750000 Penalty: 4821.708008
	Iteration 14Q: 3 clusters Score -2457237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2457293.750000 Penalty: 4821.708008
	Iteration 15Q: 3 clusters Score -2457294 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2457329.500000 Penalty: 4821.708008
	Iteration 16Q: 3 clusters Score -2457330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2457344.750000 Penalty: 4821.708008
	Iteration 17Q: 3 clusters Score -2457345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2457373.000000 Penalty: 4821.708008
	Iteration 18Q: 3 clusters Score -2457373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2457394.750000 Penalty: 4821.708008
	Iteration 19Q: 3 clusters Score -2457395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2457411.000000 Penalty: 4821.708008
	Iteration 20F: 3 clusters Score -2457411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2457415.000000 Penalty: 4821.708008
	Iteration 21Q: 3 clusters Score -2457415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2457420.000000 Penalty: 4821.708008
	Iteration 22Q: 3 clusters Score -2457420 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2457430.500000 Penalty: 4821.708008
	Iteration 23Q: 3 clusters Score -2457430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2457432.500000 Penalty: 4821.708008
	Iteration 24Q: 3 clusters Score -2457432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2457437.250000 Penalty: 4821.708008
	Iteration 25Q: 3 clusters Score -2457437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2457436.750000 Penalty: 4821.708008
	Iteration 26Q: 3 clusters Score -2457437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2457436.500000 Penalty: 4821.708008
	Iteration 27Q: 3 clusters Score -2457436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2457443.000000 Penalty: 4821.708008
	Iteration 28Q: 3 clusters Score -2457443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2457445.000000 Penalty: 4821.708008
	Iteration 29Q: 3 clusters Score -2457445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2457450.500000 Penalty: 4821.708008
	Iteration 30Q: 3 clusters Score -2457450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2457448.750000 Penalty: 4821.708008
	Iteration 31Q: 3 clusters Score -2457449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2457448.750000 Penalty: 4821.708008
	Iteration 32Q: 3 clusters Score -2457449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2457451.750000 Penalty: 4821.708008
	Iteration 33Q: 3 clusters Score -2457452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2457451.000000 Penalty: 4821.708008
	Iteration 34Q: 3 clusters Score -2457451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2457454.250000 Penalty: 4821.708008
	Iteration 35Q: 3 clusters Score -2457454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2457452.500000 Penalty: 4821.708008
	Iteration 36Q: 3 clusters Score -2457452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2457451.750000 Penalty: 4821.708008
	Iteration 37Q: 3 clusters Score -2457452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2457451.750000 Penalty: 4821.708008
	Iteration 38Q: 3 clusters Score -2457452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2457450.750000 Penalty: 4821.708008
	Iteration 39Q: 3 clusters Score -2457451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2457449.750000 Penalty: 4821.708008
	Iteration 40F: 3 clusters Score -2457450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2457448.250000 Penalty: 4821.708008
	Iteration 41Q: 3 clusters Score -2457448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2457448.250000 Penalty: 4821.708008
	Iteration 42F: 3 clusters Score -2457448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -1269095.375000 Penalty: 2244.617188
	Iteration 0F: 2 clusters Score -1269095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1262381.125000 Penalty: 4489.234375
	Iteration 0F: 3 clusters Score -1262381 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1264326.875000 Penalty: 4489.234375
	Iteration 1F: 3 clusters Score -1264327 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1264737.250000 Penalty: 4489.234375
	Iteration 2F: 3 clusters Score -1264737 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1265145.750000 Penalty: 4489.234375
	Iteration 3F: 3 clusters Score -1265146 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1265457.625000 Penalty: 4489.234375
	Iteration 4F: 3 clusters Score -1265458 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1265726.750000 Penalty: 4489.234375
	Iteration 5F: 3 clusters Score -1265727 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1265982.000000 Penalty: 4489.234375
	Iteration 6Q: 3 clusters Score -1265982 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1266243.125000 Penalty: 4489.234375
	Iteration 7Q: 3 clusters Score -1266243 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1266488.125000 Penalty: 4489.234375
	Iteration 8Q: 3 clusters Score -1266488 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1266711.750000 Penalty: 4489.234375
	Iteration 9Q: 3 clusters Score -1266712 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1266886.375000 Penalty: 4489.234375
	Iteration 10Q: 3 clusters Score -1266886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1267022.625000 Penalty: 4489.234375
	Iteration 11Q: 3 clusters Score -1267023 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1267137.625000 Penalty: 4489.234375
	Iteration 12Q: 3 clusters Score -1267138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1267259.250000 Penalty: 4489.234375
	Iteration 13Q: 3 clusters Score -1267259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1267354.750000 Penalty: 4489.234375
	Iteration 14Q: 3 clusters Score -1267355 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1267433.875000 Penalty: 4489.234375
	Iteration 15Q: 3 clusters Score -1267434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1267507.625000 Penalty: 4489.234375
	Iteration 16Q: 3 clusters Score -1267508 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1267585.875000 Penalty: 4489.234375
	Iteration 17Q: 3 clusters Score -1267586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1267644.750000 Penalty: 4489.234375
	Iteration 18Q: 3 clusters Score -1267645 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1267685.375000 Penalty: 4489.234375
	Iteration 19Q: 3 clusters Score -1267685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1267696.000000 Penalty: 4489.234375
	Iteration 20F: 3 clusters Score -1267696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1267709.000000 Penalty: 4489.234375
	Iteration 21Q: 3 clusters Score -1267709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1267715.000000 Penalty: 4489.234375
	Iteration 22Q: 3 clusters Score -1267715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1267720.500000 Penalty: 4489.234375
	Iteration 23Q: 3 clusters Score -1267720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1267721.625000 Penalty: 4489.234375
	Iteration 24Q: 3 clusters Score -1267722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1267725.875000 Penalty: 4489.234375
	Iteration 25Q: 3 clusters Score -1267726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1267733.125000 Penalty: 4489.234375
	Iteration 26Q: 3 clusters Score -1267733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1267733.250000 Penalty: 4489.234375
	Iteration 27Q: 3 clusters Score -1267733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1267737.000000 Penalty: 4489.234375
	Iteration 28Q: 3 clusters Score -1267737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1267740.750000 Penalty: 4489.234375
	Iteration 29Q: 3 clusters Score -1267741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1267743.875000 Penalty: 4489.234375
	Iteration 30Q: 3 clusters Score -1267744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1267747.250000 Penalty: 4489.234375
	Iteration 31Q: 3 clusters Score -1267747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1267746.875000 Penalty: 4489.234375
	Iteration 32Q: 3 clusters Score -1267747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1267747.250000 Penalty: 4489.234375
	Iteration 33Q: 3 clusters Score -1267747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1267747.250000 Penalty: 4489.234375
	Iteration 34F: 3 clusters Score -1267747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Entering Unmasked Estep 
Score: -11936652.000000 Penalty: 2800.089111
	Iteration 0F: 2 clusters Score -1.193665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -11883168.000000 Penalty: 5600.178223
	Iteration 0F: 3 clusters Score -1.188317e+07 nChanged 37588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -11904346.000000 Penalty: 5600.178223
	Iteration 1F: 3 clusters Score -1.190435e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -11905259.000000 Penalty: 5600.178223
	Iteration 2Q: 3 clusters Score -1.190526e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -11906603.000000 Penalty: 5600.178223
	Iteration 3Q: 3 clusters Score -1.19066e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -11908892.000000 Penalty: 5600.178223
	Iteration 4F: 3 clusters Score -1.190889e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -11912986.000000 Penalty: 5600.178223
	Iteration 5F: 3 clusters Score -1.191299e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -11918998.000000 Penalty: 5600.178223
	Iteration 6F: 3 clusters Score -1.1919e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -11926040.000000 Penalty: 5600.178223
	Iteration 7F: 3 clusters Score -1.192604e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -11931214.000000 Penalty: 5600.178223
	Iteration 8F: 3 clusters Score -1.193121e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11933472.000000 Penalty: 5600.178223
	Iteration 9Q: 3 clusters Score -1.193347e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11934200.000000 Penalty: 5600.178223
	Iteration 10Q: 3 clusters Score -1.19342e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79649 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11934467.000000 Penalty: 5600.178223
	Iteration 11Q: 3 clusters Score -1.193447e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79665 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -11934641.000000 Penalty: 5600.178223
	Iteration 12Q: 3 clusters Score -1.193464e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79654 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11934772.000000 Penalty: 5600.178223
	Iteration 13Q: 3 clusters Score -1.193477e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -11934843.000000 Penalty: 5600.178223
	Iteration 14Q: 3 clusters Score -1.193484e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79624 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11934880.000000 Penalty: 5600.178223
	Iteration 15Q: 3 clusters Score -1.193488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11934919.000000 Penalty: 5600.178223
	Iteration 16Q: 3 clusters Score -1.193492e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11934951.000000 Penalty: 5600.178223
	Iteration 17Q: 3 clusters Score -1.193495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11934966.000000 Penalty: 5600.178223
	Iteration 18Q: 3 clusters Score -1.193497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11934979.000000 Penalty: 5600.178223
	Iteration 19Q: 3 clusters Score -1.193498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79579 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11935020.000000 Penalty: 5600.178223
	Iteration 20F: 3 clusters Score -1.193502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79556 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11935037.000000 Penalty: 5600.178223
	Iteration 21Q: 3 clusters Score -1.193504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11935053.000000 Penalty: 5600.178223
	Iteration 22Q: 3 clusters Score -1.193505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11935062.000000 Penalty: 5600.178223
	Iteration 23Q: 3 clusters Score -1.193506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79535 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11935072.000000 Penalty: 5600.178223
	Iteration 24Q: 3 clusters Score -1.193507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11935068.000000 Penalty: 5600.178223
	Iteration 25Q: 3 clusters Score -1.193507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11935063.000000 Penalty: 5600.178223
	Iteration 26Q: 3 clusters Score -1.193506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11935064.000000 Penalty: 5600.178223
	Iteration 27Q: 3 clusters Score -1.193506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11935064.000000 Penalty: 5600.178223
	Iteration 28F: 3 clusters Score -1.193506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -507398.937500 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -507398.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -503756.093750 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -503756.1 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -504819.750000 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -504819.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -505323.156250 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -505323.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -505848.125000 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -505848.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -506169.406250 Penalty: 4074.643311
	Iteration 4F: 3 clusters Score -506169.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -506439.625000 Penalty: 4074.643311
	Iteration 5F: 3 clusters Score -506439.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -506626.156250 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -506626.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -506754.375000 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -506754.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -506839.781250 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -506839.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -506921.281250 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -506921.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -506990.531250 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -506990.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -507073.000000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -507073 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -507139.406250 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -507139.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -507182.281250 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -507182.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -507224.093750 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -507224.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -507269.187500 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -507269.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -507299.437500 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -507299.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -507322.187500 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -507322.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -507340.093750 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -507340.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -507358.906250 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -507358.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -507372.031250 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -507372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -507385.281250 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -507385.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -507394.531250 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -507394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -507399.156250 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -507399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -507404.406250 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -507404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -507408.500000 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -507408.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -507412.718750 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -507412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -507413.750000 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -507413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -507415.500000 Penalty: 4074.643311
	Iteration 28Q: 3 clusters Score -507415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -507416.156250 Penalty: 4074.643311
	Iteration 29Q: 3 clusters Score -507416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -507415.937500 Penalty: 4074.643311
	Iteration 30Q: 3 clusters Score -507415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -507415.937500 Penalty: 4074.643311
	Iteration 31F: 3 clusters Score -507415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 28325 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Mstep: Class 49 contains 764 members 
Entering Unmasked Estep 
Score: -115055640.000000 Penalty: 165219.093750
Splitting cluster 7 changes total score from -115056944.000000 to -115055640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Entering Unmasked Estep 
Score: -491362.250000 Penalty: 2038.392822
	Iteration 0F: 2 clusters Score -491362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -487636.750000 Penalty: 4076.785645
	Iteration 0F: 3 clusters Score -487636.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -488574.531250 Penalty: 4076.785645
	Iteration 1F: 3 clusters Score -488574.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -488890.531250 Penalty: 4076.785645
	Iteration 2F: 3 clusters Score -488890.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -489185.406250 Penalty: 4076.785645
	Iteration 3F: 3 clusters Score -489185.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -489426.750000 Penalty: 4076.785645
	Iteration 4F: 3 clusters Score -489426.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -489608.000000 Penalty: 4076.785645
	Iteration 5F: 3 clusters Score -489608 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -489727.531250 Penalty: 4076.785645
	Iteration 6Q: 3 clusters Score -489727.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -489817.093750 Penalty: 4076.785645
	Iteration 7Q: 3 clusters Score -489817.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -489899.500000 Penalty: 4076.785645
	Iteration 8Q: 3 clusters Score -489899.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -489958.500000 Penalty: 4076.785645
	Iteration 9Q: 3 clusters Score -489958.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -490003.468750 Penalty: 4076.785645
	Iteration 10Q: 3 clusters Score -490003.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -490035.187500 Penalty: 4076.785645
	Iteration 11Q: 3 clusters Score -490035.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -490059.500000 Penalty: 4076.785645
	Iteration 12Q: 3 clusters Score -490059.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -490071.906250 Penalty: 4076.785645
	Iteration 13Q: 3 clusters Score -490071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -490082.250000 Penalty: 4076.785645
	Iteration 14Q: 3 clusters Score -490082.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -490094.156250 Penalty: 4076.785645
	Iteration 15Q: 3 clusters Score -490094.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -490100.406250 Penalty: 4076.785645
	Iteration 16Q: 3 clusters Score -490100.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -490108.656250 Penalty: 4076.785645
	Iteration 17Q: 3 clusters Score -490108.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -490119.906250 Penalty: 4076.785645
	Iteration 18Q: 3 clusters Score -490119.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -490130.062500 Penalty: 4076.785645
	Iteration 19Q: 3 clusters Score -490130.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -490134.156250 Penalty: 4076.785645
	Iteration 20F: 3 clusters Score -490134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -490138.218750 Penalty: 4076.785645
	Iteration 21Q: 3 clusters Score -490138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -490144.875000 Penalty: 4076.785645
	Iteration 22Q: 3 clusters Score -490144.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -490152.062500 Penalty: 4076.785645
	Iteration 23Q: 3 clusters Score -490152.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -490161.593750 Penalty: 4076.785645
	Iteration 24Q: 3 clusters Score -490161.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -490169.875000 Penalty: 4076.785645
	Iteration 25Q: 3 clusters Score -490169.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -490174.718750 Penalty: 4076.785645
	Iteration 26Q: 3 clusters Score -490174.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -490176.906250 Penalty: 4076.785645
	Iteration 27Q: 3 clusters Score -490176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -490180.406250 Penalty: 4076.785645
	Iteration 28Q: 3 clusters Score -490180.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -490183.156250 Penalty: 4076.785645
	Iteration 29Q: 3 clusters Score -490183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -490188.093750 Penalty: 4076.785645
	Iteration 30Q: 3 clusters Score -490188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -490190.250000 Penalty: 4076.785645
	Iteration 31Q: 3 clusters Score -490190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -490192.875000 Penalty: 4076.785645
	Iteration 32Q: 3 clusters Score -490192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -490195.968750 Penalty: 4076.785645
	Iteration 33Q: 3 clusters Score -490196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -490196.218750 Penalty: 4076.785645
	Iteration 34Q: 3 clusters Score -490196.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -490196.000000 Penalty: 4076.785645
	Iteration 35Q: 3 clusters Score -490196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -490196.218750 Penalty: 4076.785645
	Iteration 36Q: 3 clusters Score -490196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -490196.218750 Penalty: 4076.785645
	Iteration 37F: 3 clusters Score -490196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Entering Unmasked Estep 
Score: -10094629.000000 Penalty: 2757.896240
	Iteration 0F: 2 clusters Score -1.009463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -10049178.000000 Penalty: 5515.792480
	Iteration 0F: 3 clusters Score -1.004918e+07 nChanged 31625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -10067260.000000 Penalty: 5515.792480
	Iteration 1F: 3 clusters Score -1.006726e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -10068048.000000 Penalty: 5515.792480
	Iteration 2Q: 3 clusters Score -1.006805e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -10069077.000000 Penalty: 5515.792480
	Iteration 3Q: 3 clusters Score -1.006908e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -10070502.000000 Penalty: 5515.792480
	Iteration 4Q: 3 clusters Score -1.00705e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -10072474.000000 Penalty: 5515.792480
	Iteration 5F: 3 clusters Score -1.007247e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -10074932.000000 Penalty: 5515.792480
	Iteration 6F: 3 clusters Score -1.007493e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -10077765.000000 Penalty: 5515.792480
	Iteration 7F: 3 clusters Score -1.007776e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -10080601.000000 Penalty: 5515.792480
	Iteration 8F: 3 clusters Score -1.00806e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -10082839.000000 Penalty: 5515.792480
	Iteration 9F: 3 clusters Score -1.008284e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -10084361.000000 Penalty: 5515.792480
	Iteration 10Q: 3 clusters Score -1.008436e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -10085502.000000 Penalty: 5515.792480
	Iteration 11Q: 3 clusters Score -1.00855e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -10086329.000000 Penalty: 5515.792480
	Iteration 12Q: 3 clusters Score -1.008633e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -10086953.000000 Penalty: 5515.792480
	Iteration 13Q: 3 clusters Score -1.008695e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -10087459.000000 Penalty: 5515.792480
	Iteration 14Q: 3 clusters Score -1.008746e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -10087963.000000 Penalty: 5515.792480
	Iteration 15Q: 3 clusters Score -1.008796e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10088430.000000 Penalty: 5515.792480
	Iteration 16Q: 3 clusters Score -1.008843e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -10088834.000000 Penalty: 5515.792480
	Iteration 17Q: 3 clusters Score -1.008883e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -10089307.000000 Penalty: 5515.792480
	Iteration 18Q: 3 clusters Score -1.008931e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -10089716.000000 Penalty: 5515.792480
	Iteration 19Q: 3 clusters Score -1.008972e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -10089987.000000 Penalty: 5515.792480
	Iteration 20F: 3 clusters Score -1.008999e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -10090241.000000 Penalty: 5515.792480
	Iteration 21Q: 3 clusters Score -1.009024e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -10090469.000000 Penalty: 5515.792480
	Iteration 22Q: 3 clusters Score -1.009047e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -10090745.000000 Penalty: 5515.792480
	Iteration 23Q: 3 clusters Score -1.009074e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -10090884.000000 Penalty: 5515.792480
	Iteration 24Q: 3 clusters Score -1.009088e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -10091051.000000 Penalty: 5515.792480
	Iteration 25Q: 3 clusters Score -1.009105e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -10091197.000000 Penalty: 5515.792480
	Iteration 26Q: 3 clusters Score -1.00912e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -10091305.000000 Penalty: 5515.792480
	Iteration 27Q: 3 clusters Score -1.00913e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -10091412.000000 Penalty: 5515.792480
	Iteration 28Q: 3 clusters Score -1.009141e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -10091537.000000 Penalty: 5515.792480
	Iteration 29Q: 3 clusters Score -1.009154e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -10091597.000000 Penalty: 5515.792480
	Iteration 30Q: 3 clusters Score -1.00916e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -10091700.000000 Penalty: 5515.792480
	Iteration 31Q: 3 clusters Score -1.00917e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 63715 members 
Entering Unmasked Estep 
Score: -10091784.000000 Penalty: 5515.792480
	Iteration 32Q: 3 clusters Score -1.009178e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 63915 members 
Entering Unmasked Estep 
Score: -10091889.000000 Penalty: 5515.792480
	Iteration 33Q: 3 clusters Score -1.009189e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -10091993.000000 Penalty: 5515.792480
	Iteration 34Q: 3 clusters Score -1.009199e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -10092104.000000 Penalty: 5515.792480
	Iteration 35Q: 3 clusters Score -1.00921e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -10092145.000000 Penalty: 5515.792480
	Iteration 36Q: 3 clusters Score -1.009214e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -10092202.000000 Penalty: 5515.792480
	Iteration 37Q: 3 clusters Score -1.00922e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -10092263.000000 Penalty: 5515.792480
	Iteration 38Q: 3 clusters Score -1.009226e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 64721 members 
Entering Unmasked Estep 
Score: -10092303.000000 Penalty: 5515.792480
	Iteration 39Q: 3 clusters Score -1.00923e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -10092314.000000 Penalty: 5515.792480
	Iteration 40F: 3 clusters Score -1.009231e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -10092360.000000 Penalty: 5515.792480
	Iteration 41Q: 3 clusters Score -1.009236e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -10092382.000000 Penalty: 5515.792480
	Iteration 42Q: 3 clusters Score -1.009238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 64998 members 
Entering Unmasked Estep 
Score: -10092404.000000 Penalty: 5515.792480
	Iteration 43Q: 3 clusters Score -1.00924e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -10092404.000000 Penalty: 5515.792480
	Iteration 44Q: 3 clusters Score -1.00924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -10092441.000000 Penalty: 5515.792480
	Iteration 45Q: 3 clusters Score -1.009244e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -10092449.000000 Penalty: 5515.792480
	Iteration 46Q: 3 clusters Score -1.009245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -10092462.000000 Penalty: 5515.792480
	Iteration 47Q: 3 clusters Score -1.009246e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 65233 members 
Entering Unmasked Estep 
Score: -10092471.000000 Penalty: 5515.792480
	Iteration 48Q: 3 clusters Score -1.009247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -10092485.000000 Penalty: 5515.792480
	Iteration 49Q: 3 clusters Score -1.009248e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -10092479.000000 Penalty: 5515.792480
	Iteration 50Q: 3 clusters Score -1.009248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -10092471.000000 Penalty: 5515.792480
	Iteration 51Q: 3 clusters Score -1.009247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -10092490.000000 Penalty: 5515.792480
	Iteration 52Q: 3 clusters Score -1.009249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -10092499.000000 Penalty: 5515.792480
	Iteration 53Q: 3 clusters Score -1.00925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 65337 members 
Entering Unmasked Estep 
Score: -10092489.000000 Penalty: 5515.792480
	Iteration 54Q: 3 clusters Score -1.009249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -10092522.000000 Penalty: 5515.792480
	Iteration 55Q: 3 clusters Score -1.009252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -10092525.000000 Penalty: 5515.792480
	Iteration 56Q: 3 clusters Score -1.009252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -10092536.000000 Penalty: 5515.792480
	Iteration 57Q: 3 clusters Score -1.009254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -10092528.000000 Penalty: 5515.792480
	Iteration 58Q: 3 clusters Score -1.009253e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -10092533.000000 Penalty: 5515.792480
	Iteration 59Q: 3 clusters Score -1.009253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 65461 members 
Entering Unmasked Estep 
Score: -10092545.000000 Penalty: 5515.792480
	Iteration 60F: 3 clusters Score -1.009254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -10092547.000000 Penalty: 5515.792480
	Iteration 61Q: 3 clusters Score -1.009255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -10092557.000000 Penalty: 5515.792480
	Iteration 62Q: 3 clusters Score -1.009256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -10092555.000000 Penalty: 5515.792480
	Iteration 63Q: 3 clusters Score -1.009256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -10092551.000000 Penalty: 5515.792480
	Iteration 64Q: 3 clusters Score -1.009255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -10092554.000000 Penalty: 5515.792480
	Iteration 65Q: 3 clusters Score -1.009255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 65494 members 
Entering Unmasked Estep 
Score: -10092566.000000 Penalty: 5515.792480
	Iteration 66Q: 3 clusters Score -1.009257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -10092565.000000 Penalty: 5515.792480
	Iteration 67Q: 3 clusters Score -1.009256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -10092555.000000 Penalty: 5515.792480
	Iteration 68Q: 3 clusters Score -1.009256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 65511 members 
Entering Unmasked Estep 
Score: -10092557.000000 Penalty: 5515.792480
	Iteration 69Q: 3 clusters Score -1.009256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -10092569.000000 Penalty: 5515.792480
	Iteration 70Q: 3 clusters Score -1.009257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -10092568.000000 Penalty: 5515.792480
	Iteration 71Q: 3 clusters Score -1.009257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 65531 members 
Entering Unmasked Estep 
Score: -10092567.000000 Penalty: 5515.792480
	Iteration 72Q: 3 clusters Score -1.009257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -10092575.000000 Penalty: 5515.792480
	Iteration 73Q: 3 clusters Score -1.009258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -10092574.000000 Penalty: 5515.792480
	Iteration 74Q: 3 clusters Score -1.009257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -10092576.000000 Penalty: 5515.792480
	Iteration 75Q: 3 clusters Score -1.009258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -10092579.000000 Penalty: 5515.792480
	Iteration 76Q: 3 clusters Score -1.009258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -10092570.000000 Penalty: 5515.792480
	Iteration 77Q: 3 clusters Score -1.009257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -10092578.000000 Penalty: 5515.792480
	Iteration 78Q: 3 clusters Score -1.009258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -10092573.000000 Penalty: 5515.792480
	Iteration 79Q: 3 clusters Score -1.009257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -10092583.000000 Penalty: 5515.792480
	Iteration 80F: 3 clusters Score -1.009258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -10092581.000000 Penalty: 5515.792480
	Iteration 81Q: 3 clusters Score -1.009258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -10092578.000000 Penalty: 5515.792480
	Iteration 82Q: 3 clusters Score -1.009258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -10092580.000000 Penalty: 5515.792480
	Iteration 83Q: 3 clusters Score -1.009258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -10092580.000000 Penalty: 5515.792480
	Iteration 84F: 3 clusters Score -1.009258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Entering Unmasked Estep 
Score: -2126900.500000 Penalty: 2377.914551
	Iteration 0F: 2 clusters Score -2126900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2116355.500000 Penalty: 4755.829102
	Iteration 0F: 3 clusters Score -2116356 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2120392.250000 Penalty: 4755.829102
	Iteration 1F: 3 clusters Score -2120392 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -2121841.000000 Penalty: 4755.829102
	Iteration 2F: 3 clusters Score -2121841 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -2123189.000000 Penalty: 4755.829102
	Iteration 3F: 3 clusters Score -2123189 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2124229.750000 Penalty: 4755.829102
	Iteration 4F: 3 clusters Score -2124230 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2124867.250000 Penalty: 4755.829102
	Iteration 5F: 3 clusters Score -2124867 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2125220.750000 Penalty: 4755.829102
	Iteration 6Q: 3 clusters Score -2125221 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2125401.500000 Penalty: 4755.829102
	Iteration 7Q: 3 clusters Score -2125402 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2125501.750000 Penalty: 4755.829102
	Iteration 8Q: 3 clusters Score -2125502 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2125562.750000 Penalty: 4755.829102
	Iteration 9Q: 3 clusters Score -2125563 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2125591.500000 Penalty: 4755.829102
	Iteration 10Q: 3 clusters Score -2125592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2125613.500000 Penalty: 4755.829102
	Iteration 11Q: 3 clusters Score -2125614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2125628.000000 Penalty: 4755.829102
	Iteration 12Q: 3 clusters Score -2125628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2125644.750000 Penalty: 4755.829102
	Iteration 13Q: 3 clusters Score -2125645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2125638.500000 Penalty: 4755.829102
	Iteration 14Q: 3 clusters Score -2125638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2125643.000000 Penalty: 4755.829102
	Iteration 15Q: 3 clusters Score -2125643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2125653.000000 Penalty: 4755.829102
	Iteration 16Q: 3 clusters Score -2125653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2125659.750000 Penalty: 4755.829102
	Iteration 17Q: 3 clusters Score -2125660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2125663.500000 Penalty: 4755.829102
	Iteration 18Q: 3 clusters Score -2125664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2125668.250000 Penalty: 4755.829102
	Iteration 19Q: 3 clusters Score -2125668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2125671.750000 Penalty: 4755.829102
	Iteration 20F: 3 clusters Score -2125672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2125673.500000 Penalty: 4755.829102
	Iteration 21Q: 3 clusters Score -2125674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2125670.750000 Penalty: 4755.829102
	Iteration 22Q: 3 clusters Score -2125671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2125670.750000 Penalty: 4755.829102
	Iteration 23Q: 3 clusters Score -2125671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2125675.750000 Penalty: 4755.829102
	Iteration 24Q: 3 clusters Score -2125676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2125673.750000 Penalty: 4755.829102
	Iteration 25Q: 3 clusters Score -2125674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2125670.500000 Penalty: 4755.829102
	Iteration 26Q: 3 clusters Score -2125670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2125679.000000 Penalty: 4755.829102
	Iteration 27Q: 3 clusters Score -2125679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2125682.250000 Penalty: 4755.829102
	Iteration 28Q: 3 clusters Score -2125682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2125684.250000 Penalty: 4755.829102
	Iteration 29Q: 3 clusters Score -2125684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2125687.500000 Penalty: 4755.829102
	Iteration 30Q: 3 clusters Score -2125688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2125685.250000 Penalty: 4755.829102
	Iteration 31Q: 3 clusters Score -2125685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2125693.500000 Penalty: 4755.829102
	Iteration 32Q: 3 clusters Score -2125694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2125688.500000 Penalty: 4755.829102
	Iteration 33Q: 3 clusters Score -2125688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2125687.500000 Penalty: 4755.829102
	Iteration 34Q: 3 clusters Score -2125688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2125687.750000 Penalty: 4755.829102
	Iteration 35Q: 3 clusters Score -2125688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2125692.000000 Penalty: 4755.829102
	Iteration 36Q: 3 clusters Score -2125692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2125697.750000 Penalty: 4755.829102
	Iteration 37Q: 3 clusters Score -2125698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2125697.250000 Penalty: 4755.829102
	Iteration 38Q: 3 clusters Score -2125697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2125700.750000 Penalty: 4755.829102
	Iteration 39Q: 3 clusters Score -2125701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2125698.750000 Penalty: 4755.829102
	Iteration 40F: 3 clusters Score -2125699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2125701.250000 Penalty: 4755.829102
	Iteration 41Q: 3 clusters Score -2125701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2125700.750000 Penalty: 4755.829102
	Iteration 42Q: 3 clusters Score -2125701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2125703.750000 Penalty: 4755.829102
	Iteration 43Q: 3 clusters Score -2125704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2125704.750000 Penalty: 4755.829102
	Iteration 44Q: 3 clusters Score -2125705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2125700.750000 Penalty: 4755.829102
	Iteration 45Q: 3 clusters Score -2125701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2125708.250000 Penalty: 4755.829102
	Iteration 46Q: 3 clusters Score -2125708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2125702.250000 Penalty: 4755.829102
	Iteration 47Q: 3 clusters Score -2125702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2125705.250000 Penalty: 4755.829102
	Iteration 48Q: 3 clusters Score -2125705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2125703.250000 Penalty: 4755.829102
	Iteration 49Q: 3 clusters Score -2125703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2125706.750000 Penalty: 4755.829102
	Iteration 50Q: 3 clusters Score -2125707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2125711.250000 Penalty: 4755.829102
	Iteration 51Q: 3 clusters Score -2125711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2125713.250000 Penalty: 4755.829102
	Iteration 52Q: 3 clusters Score -2125713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2125714.250000 Penalty: 4755.829102
	Iteration 53Q: 3 clusters Score -2125714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2125711.250000 Penalty: 4755.829102
	Iteration 54Q: 3 clusters Score -2125711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2125712.000000 Penalty: 4755.829102
	Iteration 55Q: 3 clusters Score -2125712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2125711.500000 Penalty: 4755.829102
	Iteration 56Q: 3 clusters Score -2125712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2125709.250000 Penalty: 4755.829102
	Iteration 57Q: 3 clusters Score -2125709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2125707.750000 Penalty: 4755.829102
	Iteration 58Q: 3 clusters Score -2125708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2125710.250000 Penalty: 4755.829102
	Iteration 59Q: 3 clusters Score -2125710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2125709.250000 Penalty: 4755.829102
	Iteration 60F: 3 clusters Score -2125709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2125714.000000 Penalty: 4755.829102
	Iteration 61Q: 3 clusters Score -2125714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2125714.000000 Penalty: 4755.829102
	Iteration 62F: 3 clusters Score -2125714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Entering Unmasked Estep 
Score: -1459140.000000 Penalty: 2282.921387
	Iteration 0F: 2 clusters Score -1459140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1451423.125000 Penalty: 4565.842773
	Iteration 0F: 3 clusters Score -1451423 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1453816.000000 Penalty: 4565.842773
	Iteration 1F: 3 clusters Score -1453816 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1454166.375000 Penalty: 4565.842773
	Iteration 2F: 3 clusters Score -1454166 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1454479.625000 Penalty: 4565.842773
	Iteration 3F: 3 clusters Score -1454480 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1454759.000000 Penalty: 4565.842773
	Iteration 4F: 3 clusters Score -1454759 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1455028.750000 Penalty: 4565.842773
	Iteration 5Q: 3 clusters Score -1455029 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1455268.750000 Penalty: 4565.842773
	Iteration 6Q: 3 clusters Score -1455269 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1455496.625000 Penalty: 4565.842773
	Iteration 7Q: 3 clusters Score -1455497 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1455689.875000 Penalty: 4565.842773
	Iteration 8Q: 3 clusters Score -1455690 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1455844.500000 Penalty: 4565.842773
	Iteration 9Q: 3 clusters Score -1455844 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1455988.625000 Penalty: 4565.842773
	Iteration 10Q: 3 clusters Score -1455989 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1456115.625000 Penalty: 4565.842773
	Iteration 11Q: 3 clusters Score -1456116 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1456206.875000 Penalty: 4565.842773
	Iteration 12Q: 3 clusters Score -1456207 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1456274.000000 Penalty: 4565.842773
	Iteration 13Q: 3 clusters Score -1456274 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1456331.625000 Penalty: 4565.842773
	Iteration 14Q: 3 clusters Score -1456332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1456382.750000 Penalty: 4565.842773
	Iteration 15Q: 3 clusters Score -1456383 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1456415.500000 Penalty: 4565.842773
	Iteration 16Q: 3 clusters Score -1456416 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1456449.125000 Penalty: 4565.842773
	Iteration 17Q: 3 clusters Score -1456449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1456471.375000 Penalty: 4565.842773
	Iteration 18Q: 3 clusters Score -1456471 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1456495.250000 Penalty: 4565.842773
	Iteration 19Q: 3 clusters Score -1456495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1456520.750000 Penalty: 4565.842773
	Iteration 20F: 3 clusters Score -1456521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1456546.250000 Penalty: 4565.842773
	Iteration 21Q: 3 clusters Score -1456546 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1456571.250000 Penalty: 4565.842773
	Iteration 22Q: 3 clusters Score -1456571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1456592.875000 Penalty: 4565.842773
	Iteration 23Q: 3 clusters Score -1456593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1456635.375000 Penalty: 4565.842773
	Iteration 24Q: 3 clusters Score -1456635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1456671.125000 Penalty: 4565.842773
	Iteration 25Q: 3 clusters Score -1456671 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1456709.125000 Penalty: 4565.842773
	Iteration 26Q: 3 clusters Score -1456709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1456742.750000 Penalty: 4565.842773
	Iteration 27Q: 3 clusters Score -1456743 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1456779.375000 Penalty: 4565.842773
	Iteration 28Q: 3 clusters Score -1456779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1456821.625000 Penalty: 4565.842773
	Iteration 29Q: 3 clusters Score -1456822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1456857.625000 Penalty: 4565.842773
	Iteration 30Q: 3 clusters Score -1456858 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1456899.750000 Penalty: 4565.842773
	Iteration 31Q: 3 clusters Score -1456900 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1456939.250000 Penalty: 4565.842773
	Iteration 32Q: 3 clusters Score -1456939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1456979.125000 Penalty: 4565.842773
	Iteration 33Q: 3 clusters Score -1456979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1457016.750000 Penalty: 4565.842773
	Iteration 34Q: 3 clusters Score -1457017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1457046.000000 Penalty: 4565.842773
	Iteration 35Q: 3 clusters Score -1457046 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1457069.125000 Penalty: 4565.842773
	Iteration 36Q: 3 clusters Score -1457069 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1457097.000000 Penalty: 4565.842773
	Iteration 37Q: 3 clusters Score -1457097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1457127.625000 Penalty: 4565.842773
	Iteration 38Q: 3 clusters Score -1457128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1457157.000000 Penalty: 4565.842773
	Iteration 39Q: 3 clusters Score -1457157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1457186.250000 Penalty: 4565.842773
	Iteration 40F: 3 clusters Score -1457186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1457214.750000 Penalty: 4565.842773
	Iteration 41Q: 3 clusters Score -1457215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1457232.000000 Penalty: 4565.842773
	Iteration 42Q: 3 clusters Score -1457232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1457240.500000 Penalty: 4565.842773
	Iteration 43Q: 3 clusters Score -1457240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1457252.500000 Penalty: 4565.842773
	Iteration 44Q: 3 clusters Score -1457252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1457256.500000 Penalty: 4565.842773
	Iteration 45Q: 3 clusters Score -1457256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1457259.750000 Penalty: 4565.842773
	Iteration 46Q: 3 clusters Score -1457260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1457265.625000 Penalty: 4565.842773
	Iteration 47Q: 3 clusters Score -1457266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1457274.875000 Penalty: 4565.842773
	Iteration 48Q: 3 clusters Score -1457275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1457279.250000 Penalty: 4565.842773
	Iteration 49Q: 3 clusters Score -1457279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1457289.000000 Penalty: 4565.842773
	Iteration 50Q: 3 clusters Score -1457289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1457291.625000 Penalty: 4565.842773
	Iteration 51Q: 3 clusters Score -1457292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1457296.250000 Penalty: 4565.842773
	Iteration 52Q: 3 clusters Score -1457296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1457300.875000 Penalty: 4565.842773
	Iteration 53Q: 3 clusters Score -1457301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1457301.125000 Penalty: 4565.842773
	Iteration 54Q: 3 clusters Score -1457301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1457305.000000 Penalty: 4565.842773
	Iteration 55Q: 3 clusters Score -1457305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1457312.375000 Penalty: 4565.842773
	Iteration 56Q: 3 clusters Score -1457312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1457314.375000 Penalty: 4565.842773
	Iteration 57Q: 3 clusters Score -1457314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1457322.750000 Penalty: 4565.842773
	Iteration 58Q: 3 clusters Score -1457323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1457321.625000 Penalty: 4565.842773
	Iteration 59Q: 3 clusters Score -1457322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1457327.625000 Penalty: 4565.842773
	Iteration 60F: 3 clusters Score -1457328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1457337.125000 Penalty: 4565.842773
	Iteration 61Q: 3 clusters Score -1457337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1457345.875000 Penalty: 4565.842773
	Iteration 62Q: 3 clusters Score -1457346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1457356.625000 Penalty: 4565.842773
	Iteration 63Q: 3 clusters Score -1457357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1457360.500000 Penalty: 4565.842773
	Iteration 64Q: 3 clusters Score -1457360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1457366.000000 Penalty: 4565.842773
	Iteration 65Q: 3 clusters Score -1457366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1457369.500000 Penalty: 4565.842773
	Iteration 66Q: 3 clusters Score -1457370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1457371.000000 Penalty: 4565.842773
	Iteration 67Q: 3 clusters Score -1457371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1457374.250000 Penalty: 4565.842773
	Iteration 68Q: 3 clusters Score -1457374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1457380.000000 Penalty: 4565.842773
	Iteration 69Q: 3 clusters Score -1457380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1457378.875000 Penalty: 4565.842773
	Iteration 70Q: 3 clusters Score -1457379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1457383.750000 Penalty: 4565.842773
	Iteration 71Q: 3 clusters Score -1457384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1457385.000000 Penalty: 4565.842773
	Iteration 72Q: 3 clusters Score -1457385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1457383.250000 Penalty: 4565.842773
	Iteration 73Q: 3 clusters Score -1457383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1457386.875000 Penalty: 4565.842773
	Iteration 74Q: 3 clusters Score -1457387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1457386.750000 Penalty: 4565.842773
	Iteration 75Q: 3 clusters Score -1457387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1457390.500000 Penalty: 4565.842773
	Iteration 76Q: 3 clusters Score -1457390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1457387.125000 Penalty: 4565.842773
	Iteration 77Q: 3 clusters Score -1457387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1457389.750000 Penalty: 4565.842773
	Iteration 78Q: 3 clusters Score -1457390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1457390.625000 Penalty: 4565.842773
	Iteration 79Q: 3 clusters Score -1457391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1457390.875000 Penalty: 4565.842773
	Iteration 80F: 3 clusters Score -1457391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1457388.625000 Penalty: 4565.842773
	Iteration 81Q: 3 clusters Score -1457389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1457391.000000 Penalty: 4565.842773
	Iteration 82Q: 3 clusters Score -1457391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1457395.750000 Penalty: 4565.842773
	Iteration 83Q: 3 clusters Score -1457396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1457397.125000 Penalty: 4565.842773
	Iteration 84Q: 3 clusters Score -1457397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1457398.750000 Penalty: 4565.842773
	Iteration 85Q: 3 clusters Score -1457399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1457400.000000 Penalty: 4565.842773
	Iteration 86Q: 3 clusters Score -1457400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1457400.000000 Penalty: 4565.842773
	Iteration 87F: 3 clusters Score -1457400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -489715.062500 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -489715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -486234.218750 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -486234.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -486978.656250 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -486978.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -487164.656250 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -487164.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -487261.531250 Penalty: 4019.032959
	Iteration 3Q: 3 clusters Score -487261.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487315.250000 Penalty: 4019.032959
	Iteration 4Q: 3 clusters Score -487315.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487351.500000 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -487351.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -487381.375000 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -487381.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -487406.250000 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -487406.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -487434.375000 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -487434.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -487470.281250 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -487470.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -487505.531250 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -487505.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -487527.250000 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -487527.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -487545.125000 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -487545.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487561.062500 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -487561.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487571.406250 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -487571.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -487580.156250 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -487580.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -487589.406250 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -487589.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -487597.968750 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -487598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -487609.187500 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -487609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -487614.031250 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -487614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -487621.531250 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -487621.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -487633.500000 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -487633.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -487639.156250 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -487639.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -487650.218750 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -487650.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -487660.687500 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -487660.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -487667.156250 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -487667.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487673.343750 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -487673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487674.687500 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -487674.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -487676.750000 Penalty: 4019.032959
	Iteration 28Q: 3 clusters Score -487676.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -487676.937500 Penalty: 4019.032959
	Iteration 29Q: 3 clusters Score -487676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487678.093750 Penalty: 4019.032959
	Iteration 30Q: 3 clusters Score -487678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487679.281250 Penalty: 4019.032959
	Iteration 31Q: 3 clusters Score -487679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487681.468750 Penalty: 4019.032959
	Iteration 32Q: 3 clusters Score -487681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -487683.656250 Penalty: 4019.032959
	Iteration 33Q: 3 clusters Score -487683.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -487687.687500 Penalty: 4019.032959
	Iteration 34Q: 3 clusters Score -487687.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -487690.687500 Penalty: 4019.032959
	Iteration 35Q: 3 clusters Score -487690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -487693.312500 Penalty: 4019.032959
	Iteration 36Q: 3 clusters Score -487693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -487696.906250 Penalty: 4019.032959
	Iteration 37Q: 3 clusters Score -487696.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -487699.250000 Penalty: 4019.032959
	Iteration 38Q: 3 clusters Score -487699.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -487701.937500 Penalty: 4019.032959
	Iteration 39Q: 3 clusters Score -487701.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -487707.812500 Penalty: 4019.032959
	Iteration 40F: 3 clusters Score -487707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -487714.093750 Penalty: 4019.032959
	Iteration 41Q: 3 clusters Score -487714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -487720.593750 Penalty: 4019.032959
	Iteration 42Q: 3 clusters Score -487720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -487727.843750 Penalty: 4019.032959
	Iteration 43Q: 3 clusters Score -487727.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -487737.812500 Penalty: 4019.032959
	Iteration 44Q: 3 clusters Score -487737.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -487751.875000 Penalty: 4019.032959
	Iteration 45Q: 3 clusters Score -487751.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -487770.531250 Penalty: 4019.032959
	Iteration 46Q: 3 clusters Score -487770.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -487809.000000 Penalty: 4019.032959
	Iteration 47Q: 3 clusters Score -487809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -487854.125000 Penalty: 4019.032959
	Iteration 48Q: 3 clusters Score -487854.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -487892.718750 Penalty: 4019.032959
	Iteration 49Q: 3 clusters Score -487892.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -487936.000000 Penalty: 4019.032959
	Iteration 50Q: 3 clusters Score -487936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -487983.906250 Penalty: 4019.032959
	Iteration 51Q: 3 clusters Score -487983.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -488053.843750 Penalty: 4019.032959
	Iteration 52Q: 3 clusters Score -488053.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -488143.843750 Penalty: 4019.032959
	Iteration 53Q: 3 clusters Score -488143.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -488238.437500 Penalty: 4019.032959
	Iteration 54Q: 3 clusters Score -488238.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -488319.687500 Penalty: 4019.032959
	Iteration 55Q: 3 clusters Score -488319.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -488376.843750 Penalty: 4019.032959
	Iteration 56Q: 3 clusters Score -488376.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -488415.406250 Penalty: 4019.032959
	Iteration 57Q: 3 clusters Score -488415.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -488452.187500 Penalty: 4019.032959
	Iteration 58Q: 3 clusters Score -488452.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -488486.187500 Penalty: 4019.032959
	Iteration 59Q: 3 clusters Score -488486.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -488515.312500 Penalty: 4019.032959
	Iteration 60F: 3 clusters Score -488515.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -488538.375000 Penalty: 4019.032959
	Iteration 61Q: 3 clusters Score -488538.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -488557.343750 Penalty: 4019.032959
	Iteration 62Q: 3 clusters Score -488557.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -488571.593750 Penalty: 4019.032959
	Iteration 63Q: 3 clusters Score -488571.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -488580.031250 Penalty: 4019.032959
	Iteration 64Q: 3 clusters Score -488580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -488586.312500 Penalty: 4019.032959
	Iteration 65Q: 3 clusters Score -488586.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -488589.468750 Penalty: 4019.032959
	Iteration 66Q: 3 clusters Score -488589.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -488593.250000 Penalty: 4019.032959
	Iteration 67Q: 3 clusters Score -488593.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -488595.875000 Penalty: 4019.032959
	Iteration 68Q: 3 clusters Score -488595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -488600.343750 Penalty: 4019.032959
	Iteration 69Q: 3 clusters Score -488600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -488603.375000 Penalty: 4019.032959
	Iteration 70Q: 3 clusters Score -488603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -488604.375000 Penalty: 4019.032959
	Iteration 71Q: 3 clusters Score -488604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488606.250000 Penalty: 4019.032959
	Iteration 72Q: 3 clusters Score -488606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488607.250000 Penalty: 4019.032959
	Iteration 73Q: 3 clusters Score -488607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -488607.250000 Penalty: 4019.032959
	Iteration 74F: 3 clusters Score -488607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Entering Unmasked Estep 
Score: -10805896.000000 Penalty: 2789.489990
	Iteration 0F: 2 clusters Score -1.08059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -10754352.000000 Penalty: 5578.979980
	Iteration 0F: 3 clusters Score -1.075435e+07 nChanged 36023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -10776507.000000 Penalty: 5578.979980
	Iteration 1F: 3 clusters Score -1.077651e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -10778755.000000 Penalty: 5578.979980
	Iteration 2F: 3 clusters Score -1.077876e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -10781418.000000 Penalty: 5578.979980
	Iteration 3F: 3 clusters Score -1.078142e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -10784164.000000 Penalty: 5578.979980
	Iteration 4F: 3 clusters Score -1.078416e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -10786947.000000 Penalty: 5578.979980
	Iteration 5F: 3 clusters Score -1.078695e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -10789474.000000 Penalty: 5578.979980
	Iteration 6F: 3 clusters Score -1.078947e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -10791720.000000 Penalty: 5578.979980
	Iteration 7F: 3 clusters Score -1.079172e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -10793801.000000 Penalty: 5578.979980
	Iteration 8Q: 3 clusters Score -1.07938e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 60034 members 
Entering Unmasked Estep 
Score: -10795581.000000 Penalty: 5578.979980
	Iteration 9Q: 3 clusters Score -1.079558e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -10797294.000000 Penalty: 5578.979980
	Iteration 10Q: 3 clusters Score -1.079729e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -10798783.000000 Penalty: 5578.979980
	Iteration 11Q: 3 clusters Score -1.079878e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -10799911.000000 Penalty: 5578.979980
	Iteration 12Q: 3 clusters Score -1.079991e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10800870.000000 Penalty: 5578.979980
	Iteration 13Q: 3 clusters Score -1.080087e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -10801665.000000 Penalty: 5578.979980
	Iteration 14Q: 3 clusters Score -1.080166e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 71388 members 
Entering Unmasked Estep 
Score: -10802278.000000 Penalty: 5578.979980
	Iteration 15Q: 3 clusters Score -1.080228e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -10802709.000000 Penalty: 5578.979980
	Iteration 16Q: 3 clusters Score -1.080271e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 72909 members 
Entering Unmasked Estep 
Score: -10803045.000000 Penalty: 5578.979980
	Iteration 17Q: 3 clusters Score -1.080304e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -10803289.000000 Penalty: 5578.979980
	Iteration 18Q: 3 clusters Score -1.080329e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -10803518.000000 Penalty: 5578.979980
	Iteration 19Q: 3 clusters Score -1.080352e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -10803689.000000 Penalty: 5578.979980
	Iteration 20F: 3 clusters Score -1.080369e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -10803848.000000 Penalty: 5578.979980
	Iteration 21Q: 3 clusters Score -1.080385e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -10803936.000000 Penalty: 5578.979980
	Iteration 22Q: 3 clusters Score -1.080394e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -10804002.000000 Penalty: 5578.979980
	Iteration 23Q: 3 clusters Score -1.0804e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -10804025.000000 Penalty: 5578.979980
	Iteration 24Q: 3 clusters Score -1.080402e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -10804032.000000 Penalty: 5578.979980
	Iteration 25Q: 3 clusters Score -1.080403e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 75092 members 
Entering Unmasked Estep 
Score: -10804053.000000 Penalty: 5578.979980
	Iteration 26Q: 3 clusters Score -1.080405e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -10804061.000000 Penalty: 5578.979980
	Iteration 27Q: 3 clusters Score -1.080406e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -10804083.000000 Penalty: 5578.979980
	Iteration 28Q: 3 clusters Score -1.080408e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 75193 members 
Entering Unmasked Estep 
Score: -10804091.000000 Penalty: 5578.979980
	Iteration 29Q: 3 clusters Score -1.080409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10804099.000000 Penalty: 5578.979980
	Iteration 30Q: 3 clusters Score -1.08041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -10804100.000000 Penalty: 5578.979980
	Iteration 31Q: 3 clusters Score -1.08041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 75256 members 
Entering Unmasked Estep 
Score: -10804107.000000 Penalty: 5578.979980
	Iteration 32Q: 3 clusters Score -1.080411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -10804116.000000 Penalty: 5578.979980
	Iteration 33Q: 3 clusters Score -1.080412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -10804121.000000 Penalty: 5578.979980
	Iteration 34Q: 3 clusters Score -1.080412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -10804107.000000 Penalty: 5578.979980
	Iteration 35Q: 3 clusters Score -1.080411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -10804118.000000 Penalty: 5578.979980
	Iteration 36Q: 3 clusters Score -1.080412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -10804118.000000 Penalty: 5578.979980
	Iteration 37Q: 3 clusters Score -1.080412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -10804126.000000 Penalty: 5578.979980
	Iteration 38Q: 3 clusters Score -1.080413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -10804130.000000 Penalty: 5578.979980
	Iteration 39Q: 3 clusters Score -1.080413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 75312 members 
Entering Unmasked Estep 
Score: -10804132.000000 Penalty: 5578.979980
	Iteration 40F: 3 clusters Score -1.080413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -10804127.000000 Penalty: 5578.979980
	Iteration 41Q: 3 clusters Score -1.080413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -10804127.000000 Penalty: 5578.979980
	Iteration 42F: 3 clusters Score -1.080413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -728743.500000 Penalty: 2113.155029
	Iteration 0F: 2 clusters Score -728743.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -724176.250000 Penalty: 4226.310059
	Iteration 0F: 3 clusters Score -724176.2 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -725357.812500 Penalty: 4226.310059
	Iteration 1F: 3 clusters Score -725357.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -725692.812500 Penalty: 4226.310059
	Iteration 2F: 3 clusters Score -725692.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -726020.750000 Penalty: 4226.310059
	Iteration 3F: 3 clusters Score -726020.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -726464.000000 Penalty: 4226.310059
	Iteration 4F: 3 clusters Score -726464 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -727156.812500 Penalty: 4226.310059
	Iteration 5F: 3 clusters Score -727156.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -727815.812500 Penalty: 4226.310059
	Iteration 6F: 3 clusters Score -727815.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -728377.062500 Penalty: 4226.310059
	Iteration 7F: 3 clusters Score -728377.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -728808.687500 Penalty: 4226.310059
	Iteration 8F: 3 clusters Score -728808.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -729002.312500 Penalty: 4226.310059
	Iteration 9Q: 3 clusters Score -729002.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -729040.937500 Penalty: 4226.310059
	Iteration 10Q: 3 clusters Score -729040.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -729052.437500 Penalty: 4226.310059
	Iteration 11Q: 3 clusters Score -729052.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -729058.750000 Penalty: 4226.310059
	Iteration 12Q: 3 clusters Score -729058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -729061.562500 Penalty: 4226.310059
	Iteration 13Q: 3 clusters Score -729061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -729065.312500 Penalty: 4226.310059
	Iteration 14Q: 3 clusters Score -729065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -729066.250000 Penalty: 4226.310059
	Iteration 15Q: 3 clusters Score -729066.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -729068.250000 Penalty: 4226.310059
	Iteration 16Q: 3 clusters Score -729068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -729070.812500 Penalty: 4226.310059
	Iteration 17Q: 3 clusters Score -729070.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -729071.750000 Penalty: 4226.310059
	Iteration 18Q: 3 clusters Score -729071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -729071.750000 Penalty: 4226.310059
	Iteration 19F: 3 clusters Score -729071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 28325 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Mstep: Class 49 contains 1583 members 
Entering Unmasked Estep 
Score: -115056000.000000 Penalty: 165219.093750
Splitting cluster 14 changes total score from -115056944.000000 to -115056000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -92097.109375 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -92097.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90498.843750 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -90498.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90725.414062 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -90725.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90837.429688 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -90837.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90924.828125 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -90924.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -91023.757812 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -91023.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91169.515625 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -91169.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -91279.578125 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -91279.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -91354.765625 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -91354.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -91426.421875 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -91426.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -91466.187500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -91466.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -91484.687500 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -91484.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91498.882812 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -91498.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -91498.898438 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -91498.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91545.078125 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -91545.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -91560.476562 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -91560.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -91567.007812 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -91567.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -91571.531250 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -91571.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -91573.382812 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -91573.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91575.054688 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -91575.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91575.054688 Penalty: 3219.398926
	Iteration 19F: 3 clusters Score -91575.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Entering Unmasked Estep 
Score: -13450121.000000 Penalty: 2831.336182
	Iteration 0F: 2 clusters Score -1.345012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -13389280.000000 Penalty: 5662.672363
	Iteration 0F: 3 clusters Score -1.338928e+07 nChanged 42987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -13413903.000000 Penalty: 5662.672363
	Iteration 1F: 3 clusters Score -1.34139e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -13415380.000000 Penalty: 5662.672363
	Iteration 2Q: 3 clusters Score -1.341538e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -13417579.000000 Penalty: 5662.672363
	Iteration 3Q: 3 clusters Score -1.341758e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -13420607.000000 Penalty: 5662.672363
	Iteration 4F: 3 clusters Score -1.342061e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -13424564.000000 Penalty: 5662.672363
	Iteration 5F: 3 clusters Score -1.342456e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68503 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -13429375.000000 Penalty: 5662.672363
	Iteration 6F: 3 clusters Score -1.342938e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -13434564.000000 Penalty: 5662.672363
	Iteration 7F: 3 clusters Score -1.343456e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -13439301.000000 Penalty: 5662.672363
	Iteration 8F: 3 clusters Score -1.34393e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -13442802.000000 Penalty: 5662.672363
	Iteration 9Q: 3 clusters Score -1.34428e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -13445017.000000 Penalty: 5662.672363
	Iteration 10Q: 3 clusters Score -1.344502e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -13446164.000000 Penalty: 5662.672363
	Iteration 11Q: 3 clusters Score -1.344616e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -13446857.000000 Penalty: 5662.672363
	Iteration 12Q: 3 clusters Score -1.344686e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89289 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13447272.000000 Penalty: 5662.672363
	Iteration 13Q: 3 clusters Score -1.344727e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13447545.000000 Penalty: 5662.672363
	Iteration 14Q: 3 clusters Score -1.344754e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89666 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13447661.000000 Penalty: 5662.672363
	Iteration 15Q: 3 clusters Score -1.344766e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -13447757.000000 Penalty: 5662.672363
	Iteration 16Q: 3 clusters Score -1.344776e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89802 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13447844.000000 Penalty: 5662.672363
	Iteration 17Q: 3 clusters Score -1.344784e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89829 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13447930.000000 Penalty: 5662.672363
	Iteration 18Q: 3 clusters Score -1.344793e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13447958.000000 Penalty: 5662.672363
	Iteration 19Q: 3 clusters Score -1.344796e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -13447983.000000 Penalty: 5662.672363
	Iteration 20F: 3 clusters Score -1.344798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13447988.000000 Penalty: 5662.672363
	Iteration 21Q: 3 clusters Score -1.344799e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89883 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -13448004.000000 Penalty: 5662.672363
	Iteration 22Q: 3 clusters Score -1.3448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13448013.000000 Penalty: 5662.672363
	Iteration 23Q: 3 clusters Score -1.344801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -13448013.000000 Penalty: 5662.672363
	Iteration 24Q: 3 clusters Score -1.344801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13448031.000000 Penalty: 5662.672363
	Iteration 25Q: 3 clusters Score -1.344803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13448029.000000 Penalty: 5662.672363
	Iteration 26Q: 3 clusters Score -1.344803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13448021.000000 Penalty: 5662.672363
	Iteration 27Q: 3 clusters Score -1.344802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13448043.000000 Penalty: 5662.672363
	Iteration 28Q: 3 clusters Score -1.344804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13448028.000000 Penalty: 5662.672363
	Iteration 29Q: 3 clusters Score -1.344803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13448043.000000 Penalty: 5662.672363
	Iteration 30Q: 3 clusters Score -1.344804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13448053.000000 Penalty: 5662.672363
	Iteration 31Q: 3 clusters Score -1.344805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -13448066.000000 Penalty: 5662.672363
	Iteration 32Q: 3 clusters Score -1.344807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13448071.000000 Penalty: 5662.672363
	Iteration 33Q: 3 clusters Score -1.344807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13448071.000000 Penalty: 5662.672363
	Iteration 34Q: 3 clusters Score -1.344807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13448061.000000 Penalty: 5662.672363
	Iteration 35Q: 3 clusters Score -1.344806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13448050.000000 Penalty: 5662.672363
	Iteration 36Q: 3 clusters Score -1.344805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13448052.000000 Penalty: 5662.672363
	Iteration 37Q: 3 clusters Score -1.344805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -13448055.000000 Penalty: 5662.672363
	Iteration 38Q: 3 clusters Score -1.344806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13448047.000000 Penalty: 5662.672363
	Iteration 39Q: 3 clusters Score -1.344805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89905 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -13448047.000000 Penalty: 5662.672363
	Iteration 40F: 3 clusters Score -1.344805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Entering Unmasked Estep 
Score: -1730926.750000 Penalty: 2322.677002
	Iteration 0F: 2 clusters Score -1730927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1722210.250000 Penalty: 4645.354004
	Iteration 0F: 3 clusters Score -1722210 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1724712.500000 Penalty: 4645.354004
	Iteration 1F: 3 clusters Score -1724712 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1725056.875000 Penalty: 4645.354004
	Iteration 2F: 3 clusters Score -1725057 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1725325.250000 Penalty: 4645.354004
	Iteration 3Q: 3 clusters Score -1725325 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1725589.625000 Penalty: 4645.354004
	Iteration 4Q: 3 clusters Score -1725590 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1725868.750000 Penalty: 4645.354004
	Iteration 5Q: 3 clusters Score -1725869 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1726149.250000 Penalty: 4645.354004
	Iteration 6Q: 3 clusters Score -1726149 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1726437.500000 Penalty: 4645.354004
	Iteration 7Q: 3 clusters Score -1726438 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1726747.750000 Penalty: 4645.354004
	Iteration 8Q: 3 clusters Score -1726748 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1727056.000000 Penalty: 4645.354004
	Iteration 9Q: 3 clusters Score -1727056 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1727416.125000 Penalty: 4645.354004
	Iteration 10Q: 3 clusters Score -1727416 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1727793.250000 Penalty: 4645.354004
	Iteration 11Q: 3 clusters Score -1727793 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1728091.000000 Penalty: 4645.354004
	Iteration 12Q: 3 clusters Score -1728091 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1728295.875000 Penalty: 4645.354004
	Iteration 13Q: 3 clusters Score -1728296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1728429.375000 Penalty: 4645.354004
	Iteration 14Q: 3 clusters Score -1728429 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1728523.000000 Penalty: 4645.354004
	Iteration 15Q: 3 clusters Score -1728523 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1728598.375000 Penalty: 4645.354004
	Iteration 16Q: 3 clusters Score -1728598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1728654.750000 Penalty: 4645.354004
	Iteration 17Q: 3 clusters Score -1728655 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1728701.125000 Penalty: 4645.354004
	Iteration 18Q: 3 clusters Score -1728701 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1728728.125000 Penalty: 4645.354004
	Iteration 19Q: 3 clusters Score -1728728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1728749.000000 Penalty: 4645.354004
	Iteration 20F: 3 clusters Score -1728749 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1728773.375000 Penalty: 4645.354004
	Iteration 21Q: 3 clusters Score -1728773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1728794.500000 Penalty: 4645.354004
	Iteration 22Q: 3 clusters Score -1728794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1728802.750000 Penalty: 4645.354004
	Iteration 23Q: 3 clusters Score -1728803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1728817.625000 Penalty: 4645.354004
	Iteration 24Q: 3 clusters Score -1728818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1728833.625000 Penalty: 4645.354004
	Iteration 25Q: 3 clusters Score -1728834 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1728849.125000 Penalty: 4645.354004
	Iteration 26Q: 3 clusters Score -1728849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1728865.500000 Penalty: 4645.354004
	Iteration 27Q: 3 clusters Score -1728866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1728886.750000 Penalty: 4645.354004
	Iteration 28Q: 3 clusters Score -1728887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1728898.375000 Penalty: 4645.354004
	Iteration 29Q: 3 clusters Score -1728898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1728916.625000 Penalty: 4645.354004
	Iteration 30Q: 3 clusters Score -1728917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1728926.625000 Penalty: 4645.354004
	Iteration 31Q: 3 clusters Score -1728927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1728938.250000 Penalty: 4645.354004
	Iteration 32Q: 3 clusters Score -1728938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1728960.125000 Penalty: 4645.354004
	Iteration 33Q: 3 clusters Score -1728960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1728969.375000 Penalty: 4645.354004
	Iteration 34Q: 3 clusters Score -1728969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1728981.250000 Penalty: 4645.354004
	Iteration 35Q: 3 clusters Score -1728981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1728990.625000 Penalty: 4645.354004
	Iteration 36Q: 3 clusters Score -1728991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1728995.875000 Penalty: 4645.354004
	Iteration 37Q: 3 clusters Score -1728996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1728996.625000 Penalty: 4645.354004
	Iteration 38Q: 3 clusters Score -1728997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1728996.875000 Penalty: 4645.354004
	Iteration 39Q: 3 clusters Score -1728997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1729001.500000 Penalty: 4645.354004
	Iteration 40F: 3 clusters Score -1729002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1729004.750000 Penalty: 4645.354004
	Iteration 41Q: 3 clusters Score -1729005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1729011.375000 Penalty: 4645.354004
	Iteration 42Q: 3 clusters Score -1729011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1729013.500000 Penalty: 4645.354004
	Iteration 43Q: 3 clusters Score -1729014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1729012.125000 Penalty: 4645.354004
	Iteration 44Q: 3 clusters Score -1729012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1729013.625000 Penalty: 4645.354004
	Iteration 45Q: 3 clusters Score -1729014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1729015.875000 Penalty: 4645.354004
	Iteration 46Q: 3 clusters Score -1729016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1729018.500000 Penalty: 4645.354004
	Iteration 47Q: 3 clusters Score -1729018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1729022.875000 Penalty: 4645.354004
	Iteration 48Q: 3 clusters Score -1729023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1729023.875000 Penalty: 4645.354004
	Iteration 49Q: 3 clusters Score -1729024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1729026.750000 Penalty: 4645.354004
	Iteration 50Q: 3 clusters Score -1729027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1729030.875000 Penalty: 4645.354004
	Iteration 51Q: 3 clusters Score -1729031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1729036.750000 Penalty: 4645.354004
	Iteration 52Q: 3 clusters Score -1729037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1729043.750000 Penalty: 4645.354004
	Iteration 53Q: 3 clusters Score -1729044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1729051.875000 Penalty: 4645.354004
	Iteration 54Q: 3 clusters Score -1729052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1729052.375000 Penalty: 4645.354004
	Iteration 55Q: 3 clusters Score -1729052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1729060.750000 Penalty: 4645.354004
	Iteration 56Q: 3 clusters Score -1729061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1729065.125000 Penalty: 4645.354004
	Iteration 57Q: 3 clusters Score -1729065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1729073.125000 Penalty: 4645.354004
	Iteration 58Q: 3 clusters Score -1729073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1729074.750000 Penalty: 4645.354004
	Iteration 59Q: 3 clusters Score -1729075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1729083.375000 Penalty: 4645.354004
	Iteration 60F: 3 clusters Score -1729083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1729087.750000 Penalty: 4645.354004
	Iteration 61Q: 3 clusters Score -1729088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1729086.500000 Penalty: 4645.354004
	Iteration 62Q: 3 clusters Score -1729086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1729088.250000 Penalty: 4645.354004
	Iteration 63Q: 3 clusters Score -1729088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1729090.125000 Penalty: 4645.354004
	Iteration 64Q: 3 clusters Score -1729090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1729089.375000 Penalty: 4645.354004
	Iteration 65Q: 3 clusters Score -1729089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1729090.625000 Penalty: 4645.354004
	Iteration 66Q: 3 clusters Score -1729091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1729088.750000 Penalty: 4645.354004
	Iteration 67Q: 3 clusters Score -1729089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1729093.625000 Penalty: 4645.354004
	Iteration 68Q: 3 clusters Score -1729094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1729093.625000 Penalty: 4645.354004
	Iteration 69F: 3 clusters Score -1729094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -327119.250000 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -327119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -324234.937500 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -324234.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -324909.187500 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -324909.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -325223.500000 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -325223.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -325483.093750 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -325483.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -325746.718750 Penalty: 3866.027832
	Iteration 4F: 3 clusters Score -325746.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -325973.218750 Penalty: 3866.027832
	Iteration 5F: 3 clusters Score -325973.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -326194.750000 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -326194.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -326333.500000 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -326333.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -326444.656250 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -326444.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -326541.312500 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -326541.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -326617.781250 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -326617.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -326661.375000 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -326661.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -326687.000000 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -326687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -326718.750000 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -326718.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -326736.812500 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -326736.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -326746.812500 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -326746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -326752.312500 Penalty: 3866.027832
	Iteration 16Q: 3 clusters Score -326752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326755.781250 Penalty: 3866.027832
	Iteration 17Q: 3 clusters Score -326755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -326758.718750 Penalty: 3866.027832
	Iteration 18Q: 3 clusters Score -326758.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -326759.312500 Penalty: 3866.027832
	Iteration 19Q: 3 clusters Score -326759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -326759.312500 Penalty: 3866.027832
	Iteration 20F: 3 clusters Score -326759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Entering Unmasked Estep 
Score: -4174734.000000 Penalty: 2542.372070
	Iteration 0F: 2 clusters Score -4174734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4155315.000000 Penalty: 5084.744141
	Iteration 0F: 3 clusters Score -4155315 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4162362.000000 Penalty: 5084.744141
	Iteration 1F: 3 clusters Score -4162362 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -4162932.250000 Penalty: 5084.744141
	Iteration 2F: 3 clusters Score -4162932 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4163539.250000 Penalty: 5084.744141
	Iteration 3F: 3 clusters Score -4163539 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4164134.000000 Penalty: 5084.744141
	Iteration 4Q: 3 clusters Score -4164134 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4164845.500000 Penalty: 5084.744141
	Iteration 5F: 3 clusters Score -4164846 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4165760.000000 Penalty: 5084.744141
	Iteration 6F: 3 clusters Score -4165760 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4166843.250000 Penalty: 5084.744141
	Iteration 7F: 3 clusters Score -4166843 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -4168066.250000 Penalty: 5084.744141
	Iteration 8F: 3 clusters Score -4168066 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4169368.750000 Penalty: 5084.744141
	Iteration 9F: 3 clusters Score -4169369 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4171008.250000 Penalty: 5084.744141
	Iteration 10F: 3 clusters Score -4171008 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4172945.750000 Penalty: 5084.744141
	Iteration 11F: 3 clusters Score -4172946 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4174873.250000 Penalty: 5084.744141
	Iteration 12F: 3 clusters Score -4174873 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4176321.250000 Penalty: 5084.744141
	Iteration 13Q: 3 clusters Score -4176321 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -4176977.750000 Penalty: 5084.744141
	Iteration 14Q: 3 clusters Score -4176978 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -4177266.000000 Penalty: 5084.744141
	Iteration 15Q: 3 clusters Score -4177266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4177354.000000 Penalty: 5084.744141
	Iteration 16Q: 3 clusters Score -4177354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4177395.250000 Penalty: 5084.744141
	Iteration 17Q: 3 clusters Score -4177395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4177413.500000 Penalty: 5084.744141
	Iteration 18Q: 3 clusters Score -4177414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4177419.750000 Penalty: 5084.744141
	Iteration 19Q: 3 clusters Score -4177420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -4177427.250000 Penalty: 5084.744141
	Iteration 20F: 3 clusters Score -4177427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4177430.500000 Penalty: 5084.744141
	Iteration 21Q: 3 clusters Score -4177430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4177434.750000 Penalty: 5084.744141
	Iteration 22Q: 3 clusters Score -4177435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4177432.750000 Penalty: 5084.744141
	Iteration 23Q: 3 clusters Score -4177433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4177432.250000 Penalty: 5084.744141
	Iteration 24Q: 3 clusters Score -4177432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4177431.000000 Penalty: 5084.744141
	Iteration 25Q: 3 clusters Score -4177431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4177431.000000 Penalty: 5084.744141
	Iteration 26F: 3 clusters Score -4177431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 925 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Mstep: Class 49 contains 18855 members 
Entering Unmasked Estep 
Score: -115058960.000000 Penalty: 165219.093750
Splitting cluster 19 changes total score from -115056944.000000 to -115058960.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -704394.875000 Penalty: 2114.927979
	Iteration 0F: 2 clusters Score -704394.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -699853.562500 Penalty: 4229.855957
	Iteration 0F: 3 clusters Score -699853.6 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -701167.062500 Penalty: 4229.855957
	Iteration 1F: 3 clusters Score -701167.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -701604.937500 Penalty: 4229.855957
	Iteration 2F: 3 clusters Score -701604.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -701971.562500 Penalty: 4229.855957
	Iteration 3F: 3 clusters Score -701971.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -702308.312500 Penalty: 4229.855957
	Iteration 4F: 3 clusters Score -702308.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -702592.312500 Penalty: 4229.855957
	Iteration 5F: 3 clusters Score -702592.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -702796.062500 Penalty: 4229.855957
	Iteration 6Q: 3 clusters Score -702796.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -702949.812500 Penalty: 4229.855957
	Iteration 7Q: 3 clusters Score -702949.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -703075.750000 Penalty: 4229.855957
	Iteration 8Q: 3 clusters Score -703075.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -703175.500000 Penalty: 4229.855957
	Iteration 9Q: 3 clusters Score -703175.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -703253.187500 Penalty: 4229.855957
	Iteration 10Q: 3 clusters Score -703253.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -703304.687500 Penalty: 4229.855957
	Iteration 11Q: 3 clusters Score -703304.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -703347.500000 Penalty: 4229.855957
	Iteration 12Q: 3 clusters Score -703347.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -703383.937500 Penalty: 4229.855957
	Iteration 13Q: 3 clusters Score -703383.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -703406.625000 Penalty: 4229.855957
	Iteration 14Q: 3 clusters Score -703406.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -703422.250000 Penalty: 4229.855957
	Iteration 15Q: 3 clusters Score -703422.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -703433.062500 Penalty: 4229.855957
	Iteration 16Q: 3 clusters Score -703433.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -703440.062500 Penalty: 4229.855957
	Iteration 17Q: 3 clusters Score -703440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -703447.250000 Penalty: 4229.855957
	Iteration 18Q: 3 clusters Score -703447.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -703451.625000 Penalty: 4229.855957
	Iteration 19Q: 3 clusters Score -703451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -703454.937500 Penalty: 4229.855957
	Iteration 20F: 3 clusters Score -703454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -703457.687500 Penalty: 4229.855957
	Iteration 21Q: 3 clusters Score -703457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -703457.750000 Penalty: 4229.855957
	Iteration 22Q: 3 clusters Score -703457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -703459.312500 Penalty: 4229.855957
	Iteration 23Q: 3 clusters Score -703459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -703459.750000 Penalty: 4229.855957
	Iteration 24Q: 3 clusters Score -703459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -703459.625000 Penalty: 4229.855957
	Iteration 25Q: 3 clusters Score -703459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -703459.562500 Penalty: 4229.855957
	Iteration 26Q: 3 clusters Score -703459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -703461.937500 Penalty: 4229.855957
	Iteration 27Q: 3 clusters Score -703461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -703463.437500 Penalty: 4229.855957
	Iteration 28Q: 3 clusters Score -703463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -703465.000000 Penalty: 4229.855957
	Iteration 29Q: 3 clusters Score -703465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -703467.250000 Penalty: 4229.855957
	Iteration 30Q: 3 clusters Score -703467.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -703467.437500 Penalty: 4229.855957
	Iteration 31Q: 3 clusters Score -703467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -703468.937500 Penalty: 4229.855957
	Iteration 32Q: 3 clusters Score -703468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -703470.437500 Penalty: 4229.855957
	Iteration 33Q: 3 clusters Score -703470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -703472.937500 Penalty: 4229.855957
	Iteration 34Q: 3 clusters Score -703472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -703474.125000 Penalty: 4229.855957
	Iteration 35Q: 3 clusters Score -703474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -703474.125000 Penalty: 4229.855957
	Iteration 36F: 3 clusters Score -703474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Entering Unmasked Estep 
Score: -1966813.875000 Penalty: 2353.167236
	Iteration 0F: 2 clusters Score -1966814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1957073.875000 Penalty: 4706.334473
	Iteration 0F: 3 clusters Score -1957074 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1960110.875000 Penalty: 4706.334473
	Iteration 1F: 3 clusters Score -1960111 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1960488.875000 Penalty: 4706.334473
	Iteration 2F: 3 clusters Score -1960489 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1960857.000000 Penalty: 4706.334473
	Iteration 3F: 3 clusters Score -1960857 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1961210.125000 Penalty: 4706.334473
	Iteration 4F: 3 clusters Score -1961210 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1961554.125000 Penalty: 4706.334473
	Iteration 5Q: 3 clusters Score -1961554 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1961906.875000 Penalty: 4706.334473
	Iteration 6Q: 3 clusters Score -1961907 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1962222.625000 Penalty: 4706.334473
	Iteration 7Q: 3 clusters Score -1962223 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1962511.125000 Penalty: 4706.334473
	Iteration 8Q: 3 clusters Score -1962511 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1962714.250000 Penalty: 4706.334473
	Iteration 9Q: 3 clusters Score -1962714 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1962865.125000 Penalty: 4706.334473
	Iteration 10Q: 3 clusters Score -1962865 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1962966.250000 Penalty: 4706.334473
	Iteration 11Q: 3 clusters Score -1962966 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1963033.625000 Penalty: 4706.334473
	Iteration 12Q: 3 clusters Score -1963034 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1963075.125000 Penalty: 4706.334473
	Iteration 13Q: 3 clusters Score -1963075 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1963110.500000 Penalty: 4706.334473
	Iteration 14Q: 3 clusters Score -1963110 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1963140.500000 Penalty: 4706.334473
	Iteration 15Q: 3 clusters Score -1963140 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1963160.750000 Penalty: 4706.334473
	Iteration 16Q: 3 clusters Score -1963161 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1963184.875000 Penalty: 4706.334473
	Iteration 17Q: 3 clusters Score -1963185 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1963201.750000 Penalty: 4706.334473
	Iteration 18Q: 3 clusters Score -1963202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1963219.000000 Penalty: 4706.334473
	Iteration 19Q: 3 clusters Score -1963219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1963230.625000 Penalty: 4706.334473
	Iteration 20F: 3 clusters Score -1963231 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1963250.875000 Penalty: 4706.334473
	Iteration 21Q: 3 clusters Score -1963251 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1963266.375000 Penalty: 4706.334473
	Iteration 22Q: 3 clusters Score -1963266 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1963290.500000 Penalty: 4706.334473
	Iteration 23Q: 3 clusters Score -1963290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1963309.250000 Penalty: 4706.334473
	Iteration 24Q: 3 clusters Score -1963309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1963333.250000 Penalty: 4706.334473
	Iteration 25Q: 3 clusters Score -1963333 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1963353.125000 Penalty: 4706.334473
	Iteration 26Q: 3 clusters Score -1963353 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1963380.125000 Penalty: 4706.334473
	Iteration 27Q: 3 clusters Score -1963380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1963417.125000 Penalty: 4706.334473
	Iteration 28Q: 3 clusters Score -1963417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1963457.375000 Penalty: 4706.334473
	Iteration 29Q: 3 clusters Score -1963457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1963512.500000 Penalty: 4706.334473
	Iteration 30Q: 3 clusters Score -1963512 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1963563.375000 Penalty: 4706.334473
	Iteration 31Q: 3 clusters Score -1963563 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1963613.500000 Penalty: 4706.334473
	Iteration 32Q: 3 clusters Score -1963614 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1963661.375000 Penalty: 4706.334473
	Iteration 33Q: 3 clusters Score -1963661 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1963696.875000 Penalty: 4706.334473
	Iteration 34Q: 3 clusters Score -1963697 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1963723.000000 Penalty: 4706.334473
	Iteration 35Q: 3 clusters Score -1963723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1963756.375000 Penalty: 4706.334473
	Iteration 36Q: 3 clusters Score -1963756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1963783.500000 Penalty: 4706.334473
	Iteration 37Q: 3 clusters Score -1963784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1963816.125000 Penalty: 4706.334473
	Iteration 38Q: 3 clusters Score -1963816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1963840.875000 Penalty: 4706.334473
	Iteration 39Q: 3 clusters Score -1963841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1963857.375000 Penalty: 4706.334473
	Iteration 40F: 3 clusters Score -1963857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1963883.000000 Penalty: 4706.334473
	Iteration 41Q: 3 clusters Score -1963883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1963903.750000 Penalty: 4706.334473
	Iteration 42Q: 3 clusters Score -1963904 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1963937.000000 Penalty: 4706.334473
	Iteration 43Q: 3 clusters Score -1963937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1963959.250000 Penalty: 4706.334473
	Iteration 44Q: 3 clusters Score -1963959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1963985.500000 Penalty: 4706.334473
	Iteration 45Q: 3 clusters Score -1963986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1964006.000000 Penalty: 4706.334473
	Iteration 46Q: 3 clusters Score -1964006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1964030.875000 Penalty: 4706.334473
	Iteration 47Q: 3 clusters Score -1964031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1964056.500000 Penalty: 4706.334473
	Iteration 48Q: 3 clusters Score -1964056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1964085.375000 Penalty: 4706.334473
	Iteration 49Q: 3 clusters Score -1964085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1964108.625000 Penalty: 4706.334473
	Iteration 50Q: 3 clusters Score -1964109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1964129.625000 Penalty: 4706.334473
	Iteration 51Q: 3 clusters Score -1964130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1964144.125000 Penalty: 4706.334473
	Iteration 52Q: 3 clusters Score -1964144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1964166.750000 Penalty: 4706.334473
	Iteration 53Q: 3 clusters Score -1964167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1964188.750000 Penalty: 4706.334473
	Iteration 54Q: 3 clusters Score -1964189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1964213.625000 Penalty: 4706.334473
	Iteration 55Q: 3 clusters Score -1964214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1964237.125000 Penalty: 4706.334473
	Iteration 56Q: 3 clusters Score -1964237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1964258.750000 Penalty: 4706.334473
	Iteration 57Q: 3 clusters Score -1964259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1964281.375000 Penalty: 4706.334473
	Iteration 58Q: 3 clusters Score -1964281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1964307.000000 Penalty: 4706.334473
	Iteration 59Q: 3 clusters Score -1964307 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1964328.875000 Penalty: 4706.334473
	Iteration 60F: 3 clusters Score -1964329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1964358.125000 Penalty: 4706.334473
	Iteration 61Q: 3 clusters Score -1964358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1964390.500000 Penalty: 4706.334473
	Iteration 62Q: 3 clusters Score -1964390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1964412.750000 Penalty: 4706.334473
	Iteration 63Q: 3 clusters Score -1964413 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1964427.875000 Penalty: 4706.334473
	Iteration 64Q: 3 clusters Score -1964428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1964445.875000 Penalty: 4706.334473
	Iteration 65Q: 3 clusters Score -1964446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1964457.000000 Penalty: 4706.334473
	Iteration 66Q: 3 clusters Score -1964457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1964482.750000 Penalty: 4706.334473
	Iteration 67Q: 3 clusters Score -1964483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1964498.625000 Penalty: 4706.334473
	Iteration 68Q: 3 clusters Score -1964499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1964511.125000 Penalty: 4706.334473
	Iteration 69Q: 3 clusters Score -1964511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1964528.250000 Penalty: 4706.334473
	Iteration 70Q: 3 clusters Score -1964528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1964539.625000 Penalty: 4706.334473
	Iteration 71Q: 3 clusters Score -1964540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1964556.875000 Penalty: 4706.334473
	Iteration 72Q: 3 clusters Score -1964557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1964576.375000 Penalty: 4706.334473
	Iteration 73Q: 3 clusters Score -1964576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1964592.500000 Penalty: 4706.334473
	Iteration 74Q: 3 clusters Score -1964592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1964610.750000 Penalty: 4706.334473
	Iteration 75Q: 3 clusters Score -1964611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1964622.375000 Penalty: 4706.334473
	Iteration 76Q: 3 clusters Score -1964622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1964643.375000 Penalty: 4706.334473
	Iteration 77Q: 3 clusters Score -1964643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1964663.250000 Penalty: 4706.334473
	Iteration 78Q: 3 clusters Score -1964663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1964691.750000 Penalty: 4706.334473
	Iteration 79Q: 3 clusters Score -1964692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1964719.750000 Penalty: 4706.334473
	Iteration 80F: 3 clusters Score -1964720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1964747.875000 Penalty: 4706.334473
	Iteration 81Q: 3 clusters Score -1964748 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1964761.750000 Penalty: 4706.334473
	Iteration 82Q: 3 clusters Score -1964762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1964777.000000 Penalty: 4706.334473
	Iteration 83Q: 3 clusters Score -1964777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1964783.500000 Penalty: 4706.334473
	Iteration 84Q: 3 clusters Score -1964784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1964793.250000 Penalty: 4706.334473
	Iteration 85Q: 3 clusters Score -1964793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1964800.250000 Penalty: 4706.334473
	Iteration 86Q: 3 clusters Score -1964800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1964803.500000 Penalty: 4706.334473
	Iteration 87Q: 3 clusters Score -1964804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1964812.000000 Penalty: 4706.334473
	Iteration 88Q: 3 clusters Score -1964812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1964814.750000 Penalty: 4706.334473
	Iteration 89Q: 3 clusters Score -1964815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1964815.500000 Penalty: 4706.334473
	Iteration 90Q: 3 clusters Score -1964816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1964818.125000 Penalty: 4706.334473
	Iteration 91Q: 3 clusters Score -1964818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1964819.875000 Penalty: 4706.334473
	Iteration 92Q: 3 clusters Score -1964820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1964825.875000 Penalty: 4706.334473
	Iteration 93Q: 3 clusters Score -1964826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1964822.000000 Penalty: 4706.334473
	Iteration 94Q: 3 clusters Score -1964822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1964820.750000 Penalty: 4706.334473
	Iteration 95Q: 3 clusters Score -1964821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1964824.625000 Penalty: 4706.334473
	Iteration 96Q: 3 clusters Score -1964825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1964823.000000 Penalty: 4706.334473
	Iteration 97Q: 3 clusters Score -1964823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1964827.625000 Penalty: 4706.334473
	Iteration 98Q: 3 clusters Score -1964828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1964825.875000 Penalty: 4706.334473
	Iteration 99Q: 3 clusters Score -1964826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1964828.500000 Penalty: 4706.334473
	Iteration 100F: 3 clusters Score -1964828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1964831.375000 Penalty: 4706.334473
	Iteration 101Q: 3 clusters Score -1964831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1964831.750000 Penalty: 4706.334473
	Iteration 102Q: 3 clusters Score -1964832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1964831.875000 Penalty: 4706.334473
	Iteration 103Q: 3 clusters Score -1964832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1964833.000000 Penalty: 4706.334473
	Iteration 104Q: 3 clusters Score -1964833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1964832.000000 Penalty: 4706.334473
	Iteration 105Q: 3 clusters Score -1964832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1964832.125000 Penalty: 4706.334473
	Iteration 106Q: 3 clusters Score -1964832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1964832.125000 Penalty: 4706.334473
	Iteration 107F: 3 clusters Score -1964832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Entering Unmasked Estep 
Score: -5521597.000000 Penalty: 2607.495605
	Iteration 0F: 2 clusters Score -5521597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -5496431.500000 Penalty: 5214.991211
	Iteration 0F: 3 clusters Score -5496432 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -5505689.500000 Penalty: 5214.991211
	Iteration 1F: 3 clusters Score -5505690 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -5506256.500000 Penalty: 5214.991211
	Iteration 2Q: 3 clusters Score -5506256 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5506768.500000 Penalty: 5214.991211
	Iteration 3Q: 3 clusters Score -5506768 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5507212.000000 Penalty: 5214.991211
	Iteration 4Q: 3 clusters Score -5507212 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -5507747.500000 Penalty: 5214.991211
	Iteration 5Q: 3 clusters Score -5507748 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5508288.000000 Penalty: 5214.991211
	Iteration 6Q: 3 clusters Score -5508288 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5508986.000000 Penalty: 5214.991211
	Iteration 7Q: 3 clusters Score -5508986 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -5509772.000000 Penalty: 5214.991211
	Iteration 8Q: 3 clusters Score -5509772 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5510886.500000 Penalty: 5214.991211
	Iteration 9F: 3 clusters Score -5510886 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -5512341.000000 Penalty: 5214.991211
	Iteration 10F: 3 clusters Score -5512341 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5514047.500000 Penalty: 5214.991211
	Iteration 11F: 3 clusters Score -5514048 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5515609.500000 Penalty: 5214.991211
	Iteration 12F: 3 clusters Score -5515610 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -5516897.000000 Penalty: 5214.991211
	Iteration 13Q: 3 clusters Score -5516897 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -5517889.000000 Penalty: 5214.991211
	Iteration 14Q: 3 clusters Score -5517889 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -5518512.000000 Penalty: 5214.991211
	Iteration 15Q: 3 clusters Score -5518512 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5518814.500000 Penalty: 5214.991211
	Iteration 16Q: 3 clusters Score -5518814 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5518976.500000 Penalty: 5214.991211
	Iteration 17Q: 3 clusters Score -5518976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5519101.000000 Penalty: 5214.991211
	Iteration 18Q: 3 clusters Score -5519101 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5519203.500000 Penalty: 5214.991211
	Iteration 19Q: 3 clusters Score -5519204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -5519255.500000 Penalty: 5214.991211
	Iteration 20F: 3 clusters Score -5519256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -5519284.000000 Penalty: 5214.991211
	Iteration 21Q: 3 clusters Score -5519284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -5519315.000000 Penalty: 5214.991211
	Iteration 22Q: 3 clusters Score -5519315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5519337.500000 Penalty: 5214.991211
	Iteration 23Q: 3 clusters Score -5519338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -5519355.500000 Penalty: 5214.991211
	Iteration 24Q: 3 clusters Score -5519356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -5519363.500000 Penalty: 5214.991211
	Iteration 25Q: 3 clusters Score -5519364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -5519375.500000 Penalty: 5214.991211
	Iteration 26Q: 3 clusters Score -5519376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -5519382.000000 Penalty: 5214.991211
	Iteration 27Q: 3 clusters Score -5519382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5519387.500000 Penalty: 5214.991211
	Iteration 28Q: 3 clusters Score -5519388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -5519387.500000 Penalty: 5214.991211
	Iteration 29F: 3 clusters Score -5519388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Entering Unmasked Estep 
Score: -14015144.000000 Penalty: 2837.671387
	Iteration 0F: 2 clusters Score -1.401514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -13952993.000000 Penalty: 5675.342773
	Iteration 0F: 3 clusters Score -1.395299e+07 nChanged 43896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -13977377.000000 Penalty: 5675.342773
	Iteration 1F: 3 clusters Score -1.397738e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -13978017.000000 Penalty: 5675.342773
	Iteration 2Q: 3 clusters Score -1.397802e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -13978822.000000 Penalty: 5675.342773
	Iteration 3Q: 3 clusters Score -1.397882e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -13979773.000000 Penalty: 5675.342773
	Iteration 4Q: 3 clusters Score -1.397977e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -13981242.000000 Penalty: 5675.342773
	Iteration 5Q: 3 clusters Score -1.398124e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -13983994.000000 Penalty: 5675.342773
	Iteration 6F: 3 clusters Score -1.398399e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -13988848.000000 Penalty: 5675.342773
	Iteration 7F: 3 clusters Score -1.398885e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -13996146.000000 Penalty: 5675.342773
	Iteration 8F: 3 clusters Score -1.399615e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -14003800.000000 Penalty: 5675.342773
	Iteration 9F: 3 clusters Score -1.40038e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -14009037.000000 Penalty: 5675.342773
	Iteration 10F: 3 clusters Score -1.400904e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -14011320.000000 Penalty: 5675.342773
	Iteration 11Q: 3 clusters Score -1.401132e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -14012106.000000 Penalty: 5675.342773
	Iteration 12Q: 3 clusters Score -1.401211e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 92662 members 
Entering Unmasked Estep 
Score: -14012393.000000 Penalty: 5675.342773
	Iteration 13Q: 3 clusters Score -1.401239e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -14012491.000000 Penalty: 5675.342773
	Iteration 14Q: 3 clusters Score -1.401249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -14012568.000000 Penalty: 5675.342773
	Iteration 15Q: 3 clusters Score -1.401257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -14012607.000000 Penalty: 5675.342773
	Iteration 16Q: 3 clusters Score -1.401261e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -14012637.000000 Penalty: 5675.342773
	Iteration 17Q: 3 clusters Score -1.401264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 92830 members 
Entering Unmasked Estep 
Score: -14012680.000000 Penalty: 5675.342773
	Iteration 18Q: 3 clusters Score -1.401268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 92844 members 
Entering Unmasked Estep 
Score: -14012681.000000 Penalty: 5675.342773
	Iteration 19Q: 3 clusters Score -1.401268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -14012681.000000 Penalty: 5675.342773
	Iteration 20F: 3 clusters Score -1.401268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -14012693.000000 Penalty: 5675.342773
	Iteration 21Q: 3 clusters Score -1.401269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -14012693.000000 Penalty: 5675.342773
	Iteration 22F: 3 clusters Score -1.401269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Entering Unmasked Estep 
Score: -124845.523438 Penalty: 1693.788940
	Iteration 0F: 2 clusters Score -124845.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122958.875000 Penalty: 3387.577881
	Iteration 0F: 3 clusters Score -122958.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123322.289062 Penalty: 3387.577881
	Iteration 1F: 3 clusters Score -123322.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123806.195312 Penalty: 3387.577881
	Iteration 2F: 3 clusters Score -123806.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124869.867188 Penalty: 3387.577881
	Iteration 3F: 3 clusters Score -124869.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125144.742188 Penalty: 3387.577881
	Iteration 4F: 3 clusters Score -125144.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125285.343750 Penalty: 3387.577881
	Iteration 5Q: 3 clusters Score -125285.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -125356.898438 Penalty: 3387.577881
	Iteration 6Q: 3 clusters Score -125356.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -125409.851562 Penalty: 3387.577881
	Iteration 7Q: 3 clusters Score -125409.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -125463.046875 Penalty: 3387.577881
	Iteration 8Q: 3 clusters Score -125463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125497.757812 Penalty: 3387.577881
	Iteration 9Q: 3 clusters Score -125497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125513.812500 Penalty: 3387.577881
	Iteration 10Q: 3 clusters Score -125513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125526.992188 Penalty: 3387.577881
	Iteration 11Q: 3 clusters Score -125527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125538.421875 Penalty: 3387.577881
	Iteration 12Q: 3 clusters Score -125538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125546.148438 Penalty: 3387.577881
	Iteration 13Q: 3 clusters Score -125546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125557.867188 Penalty: 3387.577881
	Iteration 14Q: 3 clusters Score -125557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -125588.359375 Penalty: 3387.577881
	Iteration 15Q: 3 clusters Score -125588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -125609.976562 Penalty: 3387.577881
	Iteration 16Q: 3 clusters Score -125610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -125618.203125 Penalty: 3387.577881
	Iteration 17Q: 3 clusters Score -125618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125621.492188 Penalty: 3387.577881
	Iteration 18Q: 3 clusters Score -125621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125621.492188 Penalty: 3387.577881
	Iteration 19F: 3 clusters Score -125621.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Mstep: Class 49 contains 18855 members 
Mstep: Class 50 contains 747 members 
Entering Unmasked Estep 
Score: -115058096.000000 Penalty: 168590.921875
Splitting cluster 24 changes total score from -115056944.000000 to -115058096.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1095005.625000 Penalty: 2223.307861
	Iteration 0F: 2 clusters Score -1095006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1088711.875000 Penalty: 4446.615723
	Iteration 0F: 3 clusters Score -1088712 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1090619.250000 Penalty: 4446.615723
	Iteration 1F: 3 clusters Score -1090619 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1091159.000000 Penalty: 4446.615723
	Iteration 2F: 3 clusters Score -1091159 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1091624.875000 Penalty: 4446.615723
	Iteration 3F: 3 clusters Score -1091625 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1092005.000000 Penalty: 4446.615723
	Iteration 4F: 3 clusters Score -1092005 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1092296.750000 Penalty: 4446.615723
	Iteration 5F: 3 clusters Score -1092297 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1092544.250000 Penalty: 4446.615723
	Iteration 6Q: 3 clusters Score -1092544 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1092721.500000 Penalty: 4446.615723
	Iteration 7Q: 3 clusters Score -1092722 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1092849.125000 Penalty: 4446.615723
	Iteration 8Q: 3 clusters Score -1092849 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1092954.500000 Penalty: 4446.615723
	Iteration 9Q: 3 clusters Score -1092954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1093041.250000 Penalty: 4446.615723
	Iteration 10Q: 3 clusters Score -1093041 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1093115.875000 Penalty: 4446.615723
	Iteration 11Q: 3 clusters Score -1093116 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1093187.875000 Penalty: 4446.615723
	Iteration 12Q: 3 clusters Score -1093188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1093269.750000 Penalty: 4446.615723
	Iteration 13Q: 3 clusters Score -1093270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1093324.500000 Penalty: 4446.615723
	Iteration 14Q: 3 clusters Score -1093324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1093364.500000 Penalty: 4446.615723
	Iteration 15Q: 3 clusters Score -1093364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1093400.125000 Penalty: 4446.615723
	Iteration 16Q: 3 clusters Score -1093400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1093432.500000 Penalty: 4446.615723
	Iteration 17Q: 3 clusters Score -1093432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1093457.500000 Penalty: 4446.615723
	Iteration 18Q: 3 clusters Score -1093458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1093487.000000 Penalty: 4446.615723
	Iteration 19Q: 3 clusters Score -1093487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1093510.250000 Penalty: 4446.615723
	Iteration 20F: 3 clusters Score -1093510 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1093533.875000 Penalty: 4446.615723
	Iteration 21Q: 3 clusters Score -1093534 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1093563.250000 Penalty: 4446.615723
	Iteration 22Q: 3 clusters Score -1093563 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1093585.125000 Penalty: 4446.615723
	Iteration 23Q: 3 clusters Score -1093585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1093604.375000 Penalty: 4446.615723
	Iteration 24Q: 3 clusters Score -1093604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1093624.625000 Penalty: 4446.615723
	Iteration 25Q: 3 clusters Score -1093625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1093645.750000 Penalty: 4446.615723
	Iteration 26Q: 3 clusters Score -1093646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1093665.125000 Penalty: 4446.615723
	Iteration 27Q: 3 clusters Score -1093665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1093686.375000 Penalty: 4446.615723
	Iteration 28Q: 3 clusters Score -1093686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1093703.875000 Penalty: 4446.615723
	Iteration 29Q: 3 clusters Score -1093704 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1093732.375000 Penalty: 4446.615723
	Iteration 30Q: 3 clusters Score -1093732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1093761.125000 Penalty: 4446.615723
	Iteration 31Q: 3 clusters Score -1093761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1093792.375000 Penalty: 4446.615723
	Iteration 32Q: 3 clusters Score -1093792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1093821.000000 Penalty: 4446.615723
	Iteration 33Q: 3 clusters Score -1093821 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1093853.375000 Penalty: 4446.615723
	Iteration 34Q: 3 clusters Score -1093853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1093887.250000 Penalty: 4446.615723
	Iteration 35Q: 3 clusters Score -1093887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1093935.000000 Penalty: 4446.615723
	Iteration 36Q: 3 clusters Score -1093935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1094016.250000 Penalty: 4446.615723
	Iteration 37Q: 3 clusters Score -1094016 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1094105.500000 Penalty: 4446.615723
	Iteration 38Q: 3 clusters Score -1094106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1094167.500000 Penalty: 4446.615723
	Iteration 39Q: 3 clusters Score -1094168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1094215.750000 Penalty: 4446.615723
	Iteration 40F: 3 clusters Score -1094216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1094242.500000 Penalty: 4446.615723
	Iteration 41Q: 3 clusters Score -1094242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1094263.875000 Penalty: 4446.615723
	Iteration 42Q: 3 clusters Score -1094264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1094284.750000 Penalty: 4446.615723
	Iteration 43Q: 3 clusters Score -1094285 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1094304.000000 Penalty: 4446.615723
	Iteration 44Q: 3 clusters Score -1094304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1094314.375000 Penalty: 4446.615723
	Iteration 45Q: 3 clusters Score -1094314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1094325.250000 Penalty: 4446.615723
	Iteration 46Q: 3 clusters Score -1094325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1094331.250000 Penalty: 4446.615723
	Iteration 47Q: 3 clusters Score -1094331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1094337.875000 Penalty: 4446.615723
	Iteration 48Q: 3 clusters Score -1094338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1094344.000000 Penalty: 4446.615723
	Iteration 49Q: 3 clusters Score -1094344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1094346.500000 Penalty: 4446.615723
	Iteration 50Q: 3 clusters Score -1094346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1094351.250000 Penalty: 4446.615723
	Iteration 51Q: 3 clusters Score -1094351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1094353.500000 Penalty: 4446.615723
	Iteration 52Q: 3 clusters Score -1094354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1094358.375000 Penalty: 4446.615723
	Iteration 53Q: 3 clusters Score -1094358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1094362.250000 Penalty: 4446.615723
	Iteration 54Q: 3 clusters Score -1094362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1094365.250000 Penalty: 4446.615723
	Iteration 55Q: 3 clusters Score -1094365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1094370.250000 Penalty: 4446.615723
	Iteration 56Q: 3 clusters Score -1094370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1094371.000000 Penalty: 4446.615723
	Iteration 57Q: 3 clusters Score -1094371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1094368.750000 Penalty: 4446.615723
	Iteration 58Q: 3 clusters Score -1094369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1094369.375000 Penalty: 4446.615723
	Iteration 59Q: 3 clusters Score -1094369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1094370.375000 Penalty: 4446.615723
	Iteration 60F: 3 clusters Score -1094370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1094371.000000 Penalty: 4446.615723
	Iteration 61Q: 3 clusters Score -1094371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1094369.125000 Penalty: 4446.615723
	Iteration 62Q: 3 clusters Score -1094369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1094369.500000 Penalty: 4446.615723
	Iteration 63Q: 3 clusters Score -1094370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1094369.500000 Penalty: 4446.615723
	Iteration 64F: 3 clusters Score -1094370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Entering Unmasked Estep 
Score: -4453727.500000 Penalty: 2555.568115
	Iteration 0F: 2 clusters Score -4453728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -4433288.000000 Penalty: 5111.136230
	Iteration 0F: 3 clusters Score -4433288 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4440537.000000 Penalty: 5111.136230
	Iteration 1F: 3 clusters Score -4440537 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4441046.000000 Penalty: 5111.136230
	Iteration 2Q: 3 clusters Score -4441046 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4441444.500000 Penalty: 5111.136230
	Iteration 3Q: 3 clusters Score -4441444 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4441792.500000 Penalty: 5111.136230
	Iteration 4Q: 3 clusters Score -4441792 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4442167.500000 Penalty: 5111.136230
	Iteration 5Q: 3 clusters Score -4442168 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4442676.500000 Penalty: 5111.136230
	Iteration 6Q: 3 clusters Score -4442676 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4443252.500000 Penalty: 5111.136230
	Iteration 7Q: 3 clusters Score -4443252 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4444034.500000 Penalty: 5111.136230
	Iteration 8Q: 3 clusters Score -4444034 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4444849.000000 Penalty: 5111.136230
	Iteration 9Q: 3 clusters Score -4444849 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -4445555.000000 Penalty: 5111.136230
	Iteration 10Q: 3 clusters Score -4445555 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4446101.000000 Penalty: 5111.136230
	Iteration 11Q: 3 clusters Score -4446101 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4446618.500000 Penalty: 5111.136230
	Iteration 12Q: 3 clusters Score -4446618 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4447107.000000 Penalty: 5111.136230
	Iteration 13Q: 3 clusters Score -4447107 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4447568.500000 Penalty: 5111.136230
	Iteration 14Q: 3 clusters Score -4447568 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -4448068.000000 Penalty: 5111.136230
	Iteration 15Q: 3 clusters Score -4448068 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4448559.500000 Penalty: 5111.136230
	Iteration 16Q: 3 clusters Score -4448560 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4449007.000000 Penalty: 5111.136230
	Iteration 17Q: 3 clusters Score -4449007 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4449389.000000 Penalty: 5111.136230
	Iteration 18Q: 3 clusters Score -4449389 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4449699.000000 Penalty: 5111.136230
	Iteration 19Q: 3 clusters Score -4449699 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4449948.500000 Penalty: 5111.136230
	Iteration 20F: 3 clusters Score -4449948 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4450148.000000 Penalty: 5111.136230
	Iteration 21Q: 3 clusters Score -4450148 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4450356.000000 Penalty: 5111.136230
	Iteration 22Q: 3 clusters Score -4450356 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4450551.000000 Penalty: 5111.136230
	Iteration 23Q: 3 clusters Score -4450551 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4450703.000000 Penalty: 5111.136230
	Iteration 24Q: 3 clusters Score -4450703 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4450839.000000 Penalty: 5111.136230
	Iteration 25Q: 3 clusters Score -4450839 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4450969.500000 Penalty: 5111.136230
	Iteration 26Q: 3 clusters Score -4450970 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4451071.000000 Penalty: 5111.136230
	Iteration 27Q: 3 clusters Score -4451071 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4451166.000000 Penalty: 5111.136230
	Iteration 28Q: 3 clusters Score -4451166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4451256.500000 Penalty: 5111.136230
	Iteration 29Q: 3 clusters Score -4451256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4451323.000000 Penalty: 5111.136230
	Iteration 30Q: 3 clusters Score -4451323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4451357.000000 Penalty: 5111.136230
	Iteration 31Q: 3 clusters Score -4451357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4451377.500000 Penalty: 5111.136230
	Iteration 32Q: 3 clusters Score -4451378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4451403.000000 Penalty: 5111.136230
	Iteration 33Q: 3 clusters Score -4451403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4451426.000000 Penalty: 5111.136230
	Iteration 34Q: 3 clusters Score -4451426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4451442.000000 Penalty: 5111.136230
	Iteration 35Q: 3 clusters Score -4451442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4451456.500000 Penalty: 5111.136230
	Iteration 36Q: 3 clusters Score -4451456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4451467.500000 Penalty: 5111.136230
	Iteration 37Q: 3 clusters Score -4451468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4451475.500000 Penalty: 5111.136230
	Iteration 38Q: 3 clusters Score -4451476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4451490.500000 Penalty: 5111.136230
	Iteration 39Q: 3 clusters Score -4451490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4451496.500000 Penalty: 5111.136230
	Iteration 40F: 3 clusters Score -4451496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4451501.500000 Penalty: 5111.136230
	Iteration 41Q: 3 clusters Score -4451502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4451504.500000 Penalty: 5111.136230
	Iteration 42Q: 3 clusters Score -4451504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4451513.000000 Penalty: 5111.136230
	Iteration 43Q: 3 clusters Score -4451513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4451517.500000 Penalty: 5111.136230
	Iteration 44Q: 3 clusters Score -4451518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4451526.000000 Penalty: 5111.136230
	Iteration 45Q: 3 clusters Score -4451526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4451531.500000 Penalty: 5111.136230
	Iteration 46Q: 3 clusters Score -4451532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4451533.500000 Penalty: 5111.136230
	Iteration 47Q: 3 clusters Score -4451534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4451534.500000 Penalty: 5111.136230
	Iteration 48Q: 3 clusters Score -4451534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4451535.500000 Penalty: 5111.136230
	Iteration 49Q: 3 clusters Score -4451536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4451535.500000 Penalty: 5111.136230
	Iteration 50F: 3 clusters Score -4451536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -944218.750000 Penalty: 2178.320312
	Iteration 0F: 2 clusters Score -944218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -938718.187500 Penalty: 4356.640625
	Iteration 0F: 3 clusters Score -938718.2 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -940268.062500 Penalty: 4356.640625
	Iteration 1F: 3 clusters Score -940268.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -940786.562500 Penalty: 4356.640625
	Iteration 2F: 3 clusters Score -940786.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -941407.562500 Penalty: 4356.640625
	Iteration 3F: 3 clusters Score -941407.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -941946.000000 Penalty: 4356.640625
	Iteration 4F: 3 clusters Score -941946 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -942410.250000 Penalty: 4356.640625
	Iteration 5F: 3 clusters Score -942410.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -942741.062500 Penalty: 4356.640625
	Iteration 6F: 3 clusters Score -942741.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -942890.812500 Penalty: 4356.640625
	Iteration 7Q: 3 clusters Score -942890.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -942962.000000 Penalty: 4356.640625
	Iteration 8Q: 3 clusters Score -942962 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -942998.937500 Penalty: 4356.640625
	Iteration 9Q: 3 clusters Score -942998.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -943020.062500 Penalty: 4356.640625
	Iteration 10Q: 3 clusters Score -943020.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -943028.062500 Penalty: 4356.640625
	Iteration 11Q: 3 clusters Score -943028.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -943033.375000 Penalty: 4356.640625
	Iteration 12Q: 3 clusters Score -943033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -943037.625000 Penalty: 4356.640625
	Iteration 13Q: 3 clusters Score -943037.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -943042.437500 Penalty: 4356.640625
	Iteration 14Q: 3 clusters Score -943042.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -943043.000000 Penalty: 4356.640625
	Iteration 15Q: 3 clusters Score -943043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -943043.687500 Penalty: 4356.640625
	Iteration 16Q: 3 clusters Score -943043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -943046.375000 Penalty: 4356.640625
	Iteration 17Q: 3 clusters Score -943046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -943046.312500 Penalty: 4356.640625
	Iteration 18Q: 3 clusters Score -943046.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -943046.937500 Penalty: 4356.640625
	Iteration 19Q: 3 clusters Score -943046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -943047.062500 Penalty: 4356.640625
	Iteration 20F: 3 clusters Score -943047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -943048.062500 Penalty: 4356.640625
	Iteration 21Q: 3 clusters Score -943048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -943050.500000 Penalty: 4356.640625
	Iteration 22Q: 3 clusters Score -943050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -943049.812500 Penalty: 4356.640625
	Iteration 23Q: 3 clusters Score -943049.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -943051.625000 Penalty: 4356.640625
	Iteration 24Q: 3 clusters Score -943051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -943051.062500 Penalty: 4356.640625
	Iteration 25Q: 3 clusters Score -943051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -943050.750000 Penalty: 4356.640625
	Iteration 26Q: 3 clusters Score -943050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -943049.875000 Penalty: 4356.640625
	Iteration 27Q: 3 clusters Score -943049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -943051.000000 Penalty: 4356.640625
	Iteration 28Q: 3 clusters Score -943051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -943051.000000 Penalty: 4356.640625
	Iteration 29F: 3 clusters Score -943051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Entering Unmasked Estep 
Score: -1778602.000000 Penalty: 2327.054688
	Iteration 0F: 2 clusters Score -1778602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1769772.625000 Penalty: 4654.109375
	Iteration 0F: 3 clusters Score -1769773 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1772563.125000 Penalty: 4654.109375
	Iteration 1F: 3 clusters Score -1772563 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1772913.250000 Penalty: 4654.109375
	Iteration 2F: 3 clusters Score -1772913 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1773231.875000 Penalty: 4654.109375
	Iteration 3F: 3 clusters Score -1773232 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1773548.875000 Penalty: 4654.109375
	Iteration 4Q: 3 clusters Score -1773549 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1773823.000000 Penalty: 4654.109375
	Iteration 5Q: 3 clusters Score -1773823 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1774151.125000 Penalty: 4654.109375
	Iteration 6Q: 3 clusters Score -1774151 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1774508.125000 Penalty: 4654.109375
	Iteration 7Q: 3 clusters Score -1774508 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1774904.625000 Penalty: 4654.109375
	Iteration 8Q: 3 clusters Score -1774905 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1775274.125000 Penalty: 4654.109375
	Iteration 9Q: 3 clusters Score -1775274 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1775556.000000 Penalty: 4654.109375
	Iteration 10Q: 3 clusters Score -1775556 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1775770.875000 Penalty: 4654.109375
	Iteration 11Q: 3 clusters Score -1775771 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1775943.750000 Penalty: 4654.109375
	Iteration 12Q: 3 clusters Score -1775944 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1776060.750000 Penalty: 4654.109375
	Iteration 13Q: 3 clusters Score -1776061 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1776149.500000 Penalty: 4654.109375
	Iteration 14Q: 3 clusters Score -1776150 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1776200.875000 Penalty: 4654.109375
	Iteration 15Q: 3 clusters Score -1776201 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1776241.750000 Penalty: 4654.109375
	Iteration 16Q: 3 clusters Score -1776242 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1776282.875000 Penalty: 4654.109375
	Iteration 17Q: 3 clusters Score -1776283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1776306.500000 Penalty: 4654.109375
	Iteration 18Q: 3 clusters Score -1776306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1776329.875000 Penalty: 4654.109375
	Iteration 19Q: 3 clusters Score -1776330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1776343.875000 Penalty: 4654.109375
	Iteration 20F: 3 clusters Score -1776344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1776360.000000 Penalty: 4654.109375
	Iteration 21Q: 3 clusters Score -1776360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1776365.250000 Penalty: 4654.109375
	Iteration 22Q: 3 clusters Score -1776365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1776375.375000 Penalty: 4654.109375
	Iteration 23Q: 3 clusters Score -1776375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1776377.875000 Penalty: 4654.109375
	Iteration 24Q: 3 clusters Score -1776378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1776381.000000 Penalty: 4654.109375
	Iteration 25Q: 3 clusters Score -1776381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1776378.500000 Penalty: 4654.109375
	Iteration 26Q: 3 clusters Score -1776378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1776381.625000 Penalty: 4654.109375
	Iteration 27Q: 3 clusters Score -1776382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1776383.875000 Penalty: 4654.109375
	Iteration 28Q: 3 clusters Score -1776384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1776385.375000 Penalty: 4654.109375
	Iteration 29Q: 3 clusters Score -1776385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1776382.000000 Penalty: 4654.109375
	Iteration 30Q: 3 clusters Score -1776382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1776379.625000 Penalty: 4654.109375
	Iteration 31Q: 3 clusters Score -1776380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1776382.375000 Penalty: 4654.109375
	Iteration 32Q: 3 clusters Score -1776382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1776381.375000 Penalty: 4654.109375
	Iteration 33Q: 3 clusters Score -1776381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1776380.875000 Penalty: 4654.109375
	Iteration 34Q: 3 clusters Score -1776381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1776381.750000 Penalty: 4654.109375
	Iteration 35Q: 3 clusters Score -1776382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1776381.750000 Penalty: 4654.109375
	Iteration 36F: 3 clusters Score -1776382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Entering Unmasked Estep 
Score: -2292024.250000 Penalty: 2407.784912
	Iteration 0F: 2 clusters Score -2292024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2280230.750000 Penalty: 4815.569824
	Iteration 0F: 3 clusters Score -2280231 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2284157.750000 Penalty: 4815.569824
	Iteration 1F: 3 clusters Score -2284158 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2284820.250000 Penalty: 4815.569824
	Iteration 2F: 3 clusters Score -2284820 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2285515.500000 Penalty: 4815.569824
	Iteration 3F: 3 clusters Score -2285516 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2286206.500000 Penalty: 4815.569824
	Iteration 4F: 3 clusters Score -2286206 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2286871.250000 Penalty: 4815.569824
	Iteration 5F: 3 clusters Score -2286871 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2287469.500000 Penalty: 4815.569824
	Iteration 6F: 3 clusters Score -2287470 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2287949.500000 Penalty: 4815.569824
	Iteration 7F: 3 clusters Score -2287950 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2288327.250000 Penalty: 4815.569824
	Iteration 8Q: 3 clusters Score -2288327 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2288676.500000 Penalty: 4815.569824
	Iteration 9Q: 3 clusters Score -2288676 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2288968.500000 Penalty: 4815.569824
	Iteration 10Q: 3 clusters Score -2288968 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2289200.500000 Penalty: 4815.569824
	Iteration 11Q: 3 clusters Score -2289200 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2289364.250000 Penalty: 4815.569824
	Iteration 12Q: 3 clusters Score -2289364 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2289497.250000 Penalty: 4815.569824
	Iteration 13Q: 3 clusters Score -2289497 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2289613.500000 Penalty: 4815.569824
	Iteration 14Q: 3 clusters Score -2289614 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2289696.250000 Penalty: 4815.569824
	Iteration 15Q: 3 clusters Score -2289696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2289756.250000 Penalty: 4815.569824
	Iteration 16Q: 3 clusters Score -2289756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2289801.000000 Penalty: 4815.569824
	Iteration 17Q: 3 clusters Score -2289801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2289835.750000 Penalty: 4815.569824
	Iteration 18Q: 3 clusters Score -2289836 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2289865.250000 Penalty: 4815.569824
	Iteration 19Q: 3 clusters Score -2289865 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2289900.750000 Penalty: 4815.569824
	Iteration 20F: 3 clusters Score -2289901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2289930.750000 Penalty: 4815.569824
	Iteration 21Q: 3 clusters Score -2289931 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2289962.000000 Penalty: 4815.569824
	Iteration 22Q: 3 clusters Score -2289962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2289986.000000 Penalty: 4815.569824
	Iteration 23Q: 3 clusters Score -2289986 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2290016.750000 Penalty: 4815.569824
	Iteration 24Q: 3 clusters Score -2290017 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2290031.000000 Penalty: 4815.569824
	Iteration 25Q: 3 clusters Score -2290031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2290058.750000 Penalty: 4815.569824
	Iteration 26Q: 3 clusters Score -2290059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2290089.000000 Penalty: 4815.569824
	Iteration 27Q: 3 clusters Score -2290089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2290092.500000 Penalty: 4815.569824
	Iteration 28Q: 3 clusters Score -2290092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2290112.000000 Penalty: 4815.569824
	Iteration 29Q: 3 clusters Score -2290112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2290130.500000 Penalty: 4815.569824
	Iteration 30Q: 3 clusters Score -2290130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2290147.500000 Penalty: 4815.569824
	Iteration 31Q: 3 clusters Score -2290148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2290173.250000 Penalty: 4815.569824
	Iteration 32Q: 3 clusters Score -2290173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2290186.250000 Penalty: 4815.569824
	Iteration 33Q: 3 clusters Score -2290186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2290200.750000 Penalty: 4815.569824
	Iteration 34Q: 3 clusters Score -2290201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2290204.750000 Penalty: 4815.569824
	Iteration 35Q: 3 clusters Score -2290205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2290222.500000 Penalty: 4815.569824
	Iteration 36Q: 3 clusters Score -2290222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2290235.500000 Penalty: 4815.569824
	Iteration 37Q: 3 clusters Score -2290236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2290248.000000 Penalty: 4815.569824
	Iteration 38Q: 3 clusters Score -2290248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -2290272.750000 Penalty: 4815.569824
	Iteration 39Q: 3 clusters Score -2290273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2290277.750000 Penalty: 4815.569824
	Iteration 40F: 3 clusters Score -2290278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2290288.250000 Penalty: 4815.569824
	Iteration 41Q: 3 clusters Score -2290288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2290303.000000 Penalty: 4815.569824
	Iteration 42Q: 3 clusters Score -2290303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2290309.000000 Penalty: 4815.569824
	Iteration 43Q: 3 clusters Score -2290309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2290323.250000 Penalty: 4815.569824
	Iteration 44Q: 3 clusters Score -2290323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2290324.000000 Penalty: 4815.569824
	Iteration 45Q: 3 clusters Score -2290324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2290333.750000 Penalty: 4815.569824
	Iteration 46Q: 3 clusters Score -2290334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2290343.000000 Penalty: 4815.569824
	Iteration 47Q: 3 clusters Score -2290343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2290347.000000 Penalty: 4815.569824
	Iteration 48Q: 3 clusters Score -2290347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2290356.000000 Penalty: 4815.569824
	Iteration 49Q: 3 clusters Score -2290356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2290357.500000 Penalty: 4815.569824
	Iteration 50Q: 3 clusters Score -2290358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2290360.500000 Penalty: 4815.569824
	Iteration 51Q: 3 clusters Score -2290360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2290362.500000 Penalty: 4815.569824
	Iteration 52Q: 3 clusters Score -2290362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2290367.500000 Penalty: 4815.569824
	Iteration 53Q: 3 clusters Score -2290368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2290368.500000 Penalty: 4815.569824
	Iteration 54Q: 3 clusters Score -2290368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2290371.000000 Penalty: 4815.569824
	Iteration 55Q: 3 clusters Score -2290371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2290374.500000 Penalty: 4815.569824
	Iteration 56Q: 3 clusters Score -2290374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2290373.000000 Penalty: 4815.569824
	Iteration 57Q: 3 clusters Score -2290373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2290373.500000 Penalty: 4815.569824
	Iteration 58Q: 3 clusters Score -2290374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2290375.750000 Penalty: 4815.569824
	Iteration 59Q: 3 clusters Score -2290376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2290376.250000 Penalty: 4815.569824
	Iteration 60F: 3 clusters Score -2290376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2290371.000000 Penalty: 4815.569824
	Iteration 61Q: 3 clusters Score -2290371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2290373.000000 Penalty: 4815.569824
	Iteration 62Q: 3 clusters Score -2290373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2290372.750000 Penalty: 4815.569824
	Iteration 63Q: 3 clusters Score -2290373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2290372.500000 Penalty: 4815.569824
	Iteration 64Q: 3 clusters Score -2290372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2290379.000000 Penalty: 4815.569824
	Iteration 65Q: 3 clusters Score -2290379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2290380.750000 Penalty: 4815.569824
	Iteration 66Q: 3 clusters Score -2290381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2290379.750000 Penalty: 4815.569824
	Iteration 67Q: 3 clusters Score -2290380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2290383.750000 Penalty: 4815.569824
	Iteration 68Q: 3 clusters Score -2290384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2290387.500000 Penalty: 4815.569824
	Iteration 69Q: 3 clusters Score -2290388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2290394.250000 Penalty: 4815.569824
	Iteration 70Q: 3 clusters Score -2290394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2290393.750000 Penalty: 4815.569824
	Iteration 71Q: 3 clusters Score -2290394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2290396.000000 Penalty: 4815.569824
	Iteration 72Q: 3 clusters Score -2290396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2290394.750000 Penalty: 4815.569824
	Iteration 73Q: 3 clusters Score -2290395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2290398.000000 Penalty: 4815.569824
	Iteration 74Q: 3 clusters Score -2290398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2290402.000000 Penalty: 4815.569824
	Iteration 75Q: 3 clusters Score -2290402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2290403.750000 Penalty: 4815.569824
	Iteration 76Q: 3 clusters Score -2290404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2290405.750000 Penalty: 4815.569824
	Iteration 77Q: 3 clusters Score -2290406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2290410.000000 Penalty: 4815.569824
	Iteration 78Q: 3 clusters Score -2290410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2290412.500000 Penalty: 4815.569824
	Iteration 79Q: 3 clusters Score -2290412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2290414.750000 Penalty: 4815.569824
	Iteration 80F: 3 clusters Score -2290415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2290413.500000 Penalty: 4815.569824
	Iteration 81Q: 3 clusters Score -2290414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2290415.500000 Penalty: 4815.569824
	Iteration 82Q: 3 clusters Score -2290416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2290415.000000 Penalty: 4815.569824
	Iteration 83Q: 3 clusters Score -2290415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2290416.000000 Penalty: 4815.569824
	Iteration 84Q: 3 clusters Score -2290416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2290416.000000 Penalty: 4815.569824
	Iteration 85F: 3 clusters Score -2290416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Entering Unmasked Estep 
Score: -864337.937500 Penalty: 2169.185791
	Iteration 0F: 2 clusters Score -864337.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -859051.437500 Penalty: 4338.371582
	Iteration 0F: 3 clusters Score -859051.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -860577.937500 Penalty: 4338.371582
	Iteration 1F: 3 clusters Score -860577.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -860975.000000 Penalty: 4338.371582
	Iteration 2F: 3 clusters Score -860975 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -861263.062500 Penalty: 4338.371582
	Iteration 3F: 3 clusters Score -861263.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -861480.375000 Penalty: 4338.371582
	Iteration 4F: 3 clusters Score -861480.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -861660.375000 Penalty: 4338.371582
	Iteration 5Q: 3 clusters Score -861660.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -861822.812500 Penalty: 4338.371582
	Iteration 6Q: 3 clusters Score -861822.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -861941.000000 Penalty: 4338.371582
	Iteration 7Q: 3 clusters Score -861941 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -862035.937500 Penalty: 4338.371582
	Iteration 8Q: 3 clusters Score -862035.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -862132.312500 Penalty: 4338.371582
	Iteration 9Q: 3 clusters Score -862132.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -862233.812500 Penalty: 4338.371582
	Iteration 10Q: 3 clusters Score -862233.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -862311.937500 Penalty: 4338.371582
	Iteration 11Q: 3 clusters Score -862311.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -862372.312500 Penalty: 4338.371582
	Iteration 12Q: 3 clusters Score -862372.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -862438.687500 Penalty: 4338.371582
	Iteration 13Q: 3 clusters Score -862438.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -862495.687500 Penalty: 4338.371582
	Iteration 14Q: 3 clusters Score -862495.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -862552.875000 Penalty: 4338.371582
	Iteration 15Q: 3 clusters Score -862552.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -862606.812500 Penalty: 4338.371582
	Iteration 16Q: 3 clusters Score -862606.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -862661.812500 Penalty: 4338.371582
	Iteration 17Q: 3 clusters Score -862661.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -862713.750000 Penalty: 4338.371582
	Iteration 18Q: 3 clusters Score -862713.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -862760.875000 Penalty: 4338.371582
	Iteration 19Q: 3 clusters Score -862760.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -862820.062500 Penalty: 4338.371582
	Iteration 20F: 3 clusters Score -862820.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -862878.437500 Penalty: 4338.371582
	Iteration 21Q: 3 clusters Score -862878.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -862931.000000 Penalty: 4338.371582
	Iteration 22Q: 3 clusters Score -862931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -862976.687500 Penalty: 4338.371582
	Iteration 23Q: 3 clusters Score -862976.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -863015.187500 Penalty: 4338.371582
	Iteration 24Q: 3 clusters Score -863015.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -863040.812500 Penalty: 4338.371582
	Iteration 25Q: 3 clusters Score -863040.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -863058.000000 Penalty: 4338.371582
	Iteration 26Q: 3 clusters Score -863058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -863072.750000 Penalty: 4338.371582
	Iteration 27Q: 3 clusters Score -863072.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -863085.937500 Penalty: 4338.371582
	Iteration 28Q: 3 clusters Score -863085.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -863100.500000 Penalty: 4338.371582
	Iteration 29Q: 3 clusters Score -863100.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -863113.000000 Penalty: 4338.371582
	Iteration 30Q: 3 clusters Score -863113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -863122.187500 Penalty: 4338.371582
	Iteration 31Q: 3 clusters Score -863122.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -863137.437500 Penalty: 4338.371582
	Iteration 32Q: 3 clusters Score -863137.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -863150.687500 Penalty: 4338.371582
	Iteration 33Q: 3 clusters Score -863150.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -863159.312500 Penalty: 4338.371582
	Iteration 34Q: 3 clusters Score -863159.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -863169.875000 Penalty: 4338.371582
	Iteration 35Q: 3 clusters Score -863169.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -863177.125000 Penalty: 4338.371582
	Iteration 36Q: 3 clusters Score -863177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -863181.375000 Penalty: 4338.371582
	Iteration 37Q: 3 clusters Score -863181.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -863186.062500 Penalty: 4338.371582
	Iteration 38Q: 3 clusters Score -863186.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -863192.937500 Penalty: 4338.371582
	Iteration 39Q: 3 clusters Score -863192.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -863196.875000 Penalty: 4338.371582
	Iteration 40F: 3 clusters Score -863196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -863200.500000 Penalty: 4338.371582
	Iteration 41Q: 3 clusters Score -863200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -863205.312500 Penalty: 4338.371582
	Iteration 42Q: 3 clusters Score -863205.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -863208.875000 Penalty: 4338.371582
	Iteration 43Q: 3 clusters Score -863208.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -863210.437500 Penalty: 4338.371582
	Iteration 44Q: 3 clusters Score -863210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -863212.687500 Penalty: 4338.371582
	Iteration 45Q: 3 clusters Score -863212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -863214.687500 Penalty: 4338.371582
	Iteration 46Q: 3 clusters Score -863214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -863215.875000 Penalty: 4338.371582
	Iteration 47Q: 3 clusters Score -863215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -863215.437500 Penalty: 4338.371582
	Iteration 48Q: 3 clusters Score -863215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -863218.187500 Penalty: 4338.371582
	Iteration 49Q: 3 clusters Score -863218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -863218.812500 Penalty: 4338.371582
	Iteration 50Q: 3 clusters Score -863218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -863218.812500 Penalty: 4338.371582
	Iteration 51F: 3 clusters Score -863218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -154240.921875 Penalty: 1757.718262
	Iteration 0F: 2 clusters Score -154240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152200.203125 Penalty: 3515.436523
	Iteration 0F: 3 clusters Score -152200.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152677.687500 Penalty: 3515.436523
	Iteration 1F: 3 clusters Score -152677.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152976.671875 Penalty: 3515.436523
	Iteration 2F: 3 clusters Score -152976.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153164.468750 Penalty: 3515.436523
	Iteration 3F: 3 clusters Score -153164.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -153287.546875 Penalty: 3515.436523
	Iteration 4Q: 3 clusters Score -153287.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153397.656250 Penalty: 3515.436523
	Iteration 5Q: 3 clusters Score -153397.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153553.640625 Penalty: 3515.436523
	Iteration 6Q: 3 clusters Score -153553.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153764.125000 Penalty: 3515.436523
	Iteration 7F: 3 clusters Score -153764.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153960.625000 Penalty: 3515.436523
	Iteration 8F: 3 clusters Score -153960.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154128.500000 Penalty: 3515.436523
	Iteration 9Q: 3 clusters Score -154128.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154252.203125 Penalty: 3515.436523
	Iteration 10Q: 3 clusters Score -154252.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -154319.484375 Penalty: 3515.436523
	Iteration 11Q: 3 clusters Score -154319.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -154358.843750 Penalty: 3515.436523
	Iteration 12Q: 3 clusters Score -154358.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154379.140625 Penalty: 3515.436523
	Iteration 13Q: 3 clusters Score -154379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154380.140625 Penalty: 3515.436523
	Iteration 14Q: 3 clusters Score -154380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154381.515625 Penalty: 3515.436523
	Iteration 15Q: 3 clusters Score -154381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154383.343750 Penalty: 3515.436523
	Iteration 16Q: 3 clusters Score -154383.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -154383.781250 Penalty: 3515.436523
	Iteration 17Q: 3 clusters Score -154383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154386.312500 Penalty: 3515.436523
	Iteration 18Q: 3 clusters Score -154386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -154386.312500 Penalty: 3515.436523
	Iteration 19F: 3 clusters Score -154386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 609 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Mstep: Class 49 contains 18855 members 
Mstep: Class 50 contains 747 members 
Mstep: Class 51 contains 588 members 
Entering Unmasked Estep 
Score: -115056520.000000 Penalty: 171962.734375
Splitting cluster 31 changes total score from -115056944.000000 to -115056520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (10722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Entering Unmasked Estep 
Score: -1626904.250000 Penalty: 2301.453125
	Iteration 0F: 2 clusters Score -1626904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1618820.375000 Penalty: 4602.906250
	Iteration 0F: 3 clusters Score -1618820 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1621110.375000 Penalty: 4602.906250
	Iteration 1F: 3 clusters Score -1621110 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1621404.625000 Penalty: 4602.906250
	Iteration 2F: 3 clusters Score -1621405 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1621619.500000 Penalty: 4602.906250
	Iteration 3Q: 3 clusters Score -1621620 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1621802.250000 Penalty: 4602.906250
	Iteration 4Q: 3 clusters Score -1621802 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1621948.250000 Penalty: 4602.906250
	Iteration 5Q: 3 clusters Score -1621948 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1622088.375000 Penalty: 4602.906250
	Iteration 6Q: 3 clusters Score -1622088 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1622229.250000 Penalty: 4602.906250
	Iteration 7Q: 3 clusters Score -1622229 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1622367.500000 Penalty: 4602.906250
	Iteration 8Q: 3 clusters Score -1622368 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1622522.875000 Penalty: 4602.906250
	Iteration 9Q: 3 clusters Score -1622523 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1622679.500000 Penalty: 4602.906250
	Iteration 10Q: 3 clusters Score -1622680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1622840.750000 Penalty: 4602.906250
	Iteration 11Q: 3 clusters Score -1622841 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1623003.625000 Penalty: 4602.906250
	Iteration 12Q: 3 clusters Score -1623004 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1623180.500000 Penalty: 4602.906250
	Iteration 13Q: 3 clusters Score -1623180 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1623361.625000 Penalty: 4602.906250
	Iteration 14Q: 3 clusters Score -1623362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1623546.375000 Penalty: 4602.906250
	Iteration 15Q: 3 clusters Score -1623546 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1623722.875000 Penalty: 4602.906250
	Iteration 16Q: 3 clusters Score -1623723 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1623896.500000 Penalty: 4602.906250
	Iteration 17Q: 3 clusters Score -1623896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1624039.750000 Penalty: 4602.906250
	Iteration 18Q: 3 clusters Score -1624040 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1624160.500000 Penalty: 4602.906250
	Iteration 19Q: 3 clusters Score -1624160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1624267.250000 Penalty: 4602.906250
	Iteration 20F: 3 clusters Score -1624267 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1624369.875000 Penalty: 4602.906250
	Iteration 21Q: 3 clusters Score -1624370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1624450.750000 Penalty: 4602.906250
	Iteration 22Q: 3 clusters Score -1624451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1624518.500000 Penalty: 4602.906250
	Iteration 23Q: 3 clusters Score -1624518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1624579.000000 Penalty: 4602.906250
	Iteration 24Q: 3 clusters Score -1624579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1624623.500000 Penalty: 4602.906250
	Iteration 25Q: 3 clusters Score -1624624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1624662.125000 Penalty: 4602.906250
	Iteration 26Q: 3 clusters Score -1624662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1624688.250000 Penalty: 4602.906250
	Iteration 27Q: 3 clusters Score -1624688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1624719.125000 Penalty: 4602.906250
	Iteration 28Q: 3 clusters Score -1624719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1624750.750000 Penalty: 4602.906250
	Iteration 29Q: 3 clusters Score -1624751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1624774.875000 Penalty: 4602.906250
	Iteration 30Q: 3 clusters Score -1624775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1624787.875000 Penalty: 4602.906250
	Iteration 31Q: 3 clusters Score -1624788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1624800.375000 Penalty: 4602.906250
	Iteration 32Q: 3 clusters Score -1624800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1624817.375000 Penalty: 4602.906250
	Iteration 33Q: 3 clusters Score -1624817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1624823.625000 Penalty: 4602.906250
	Iteration 34Q: 3 clusters Score -1624824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1624837.125000 Penalty: 4602.906250
	Iteration 35Q: 3 clusters Score -1624837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1624841.375000 Penalty: 4602.906250
	Iteration 36Q: 3 clusters Score -1624841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1624850.750000 Penalty: 4602.906250
	Iteration 37Q: 3 clusters Score -1624851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1624856.625000 Penalty: 4602.906250
	Iteration 38Q: 3 clusters Score -1624857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1624864.250000 Penalty: 4602.906250
	Iteration 39Q: 3 clusters Score -1624864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1624878.750000 Penalty: 4602.906250
	Iteration 40F: 3 clusters Score -1624879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1624900.500000 Penalty: 4602.906250
	Iteration 41Q: 3 clusters Score -1624900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1624903.250000 Penalty: 4602.906250
	Iteration 42Q: 3 clusters Score -1624903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1624914.375000 Penalty: 4602.906250
	Iteration 43Q: 3 clusters Score -1624914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1624918.250000 Penalty: 4602.906250
	Iteration 44Q: 3 clusters Score -1624918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1624920.250000 Penalty: 4602.906250
	Iteration 45Q: 3 clusters Score -1624920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1624922.375000 Penalty: 4602.906250
	Iteration 46Q: 3 clusters Score -1624922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1624929.500000 Penalty: 4602.906250
	Iteration 47Q: 3 clusters Score -1624930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1624941.125000 Penalty: 4602.906250
	Iteration 48Q: 3 clusters Score -1624941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1624948.375000 Penalty: 4602.906250
	Iteration 49Q: 3 clusters Score -1624948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1624948.000000 Penalty: 4602.906250
	Iteration 50Q: 3 clusters Score -1624948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1624952.375000 Penalty: 4602.906250
	Iteration 51Q: 3 clusters Score -1624952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1624955.625000 Penalty: 4602.906250
	Iteration 52Q: 3 clusters Score -1624956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1624958.375000 Penalty: 4602.906250
	Iteration 53Q: 3 clusters Score -1624958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1624963.250000 Penalty: 4602.906250
	Iteration 54Q: 3 clusters Score -1624963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1624964.875000 Penalty: 4602.906250
	Iteration 55Q: 3 clusters Score -1624965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1624967.750000 Penalty: 4602.906250
	Iteration 56Q: 3 clusters Score -1624968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1624972.750000 Penalty: 4602.906250
	Iteration 57Q: 3 clusters Score -1624973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1624976.000000 Penalty: 4602.906250
	Iteration 58Q: 3 clusters Score -1624976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1624978.875000 Penalty: 4602.906250
	Iteration 59Q: 3 clusters Score -1624979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1624983.500000 Penalty: 4602.906250
	Iteration 60F: 3 clusters Score -1624984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1624990.250000 Penalty: 4602.906250
	Iteration 61Q: 3 clusters Score -1624990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1624990.875000 Penalty: 4602.906250
	Iteration 62Q: 3 clusters Score -1624991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1624989.500000 Penalty: 4602.906250
	Iteration 63Q: 3 clusters Score -1624990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1624991.250000 Penalty: 4602.906250
	Iteration 64Q: 3 clusters Score -1624991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1624991.250000 Penalty: 4602.906250
	Iteration 65F: 3 clusters Score -1624991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Entering Unmasked Estep 
Score: -4108481.500000 Penalty: 2553.910400
	Iteration 0F: 2 clusters Score -4108482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4088141.250000 Penalty: 5107.820801
	Iteration 0F: 3 clusters Score -4088141 nChanged 13368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4095900.000000 Penalty: 5107.820801
	Iteration 1F: 3 clusters Score -4095900 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -4096900.000000 Penalty: 5107.820801
	Iteration 2F: 3 clusters Score -4096900 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4097946.250000 Penalty: 5107.820801
	Iteration 3F: 3 clusters Score -4097946 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4099152.500000 Penalty: 5107.820801
	Iteration 4F: 3 clusters Score -4099152 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -4100370.750000 Penalty: 5107.820801
	Iteration 5F: 3 clusters Score -4100371 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4101575.000000 Penalty: 5107.820801
	Iteration 6F: 3 clusters Score -4101575 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -4102611.750000 Penalty: 5107.820801
	Iteration 7F: 3 clusters Score -4102612 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -4103547.000000 Penalty: 5107.820801
	Iteration 8Q: 3 clusters Score -4103547 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4104309.250000 Penalty: 5107.820801
	Iteration 9Q: 3 clusters Score -4104309 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -4104960.000000 Penalty: 5107.820801
	Iteration 10Q: 3 clusters Score -4104960 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -4105405.000000 Penalty: 5107.820801
	Iteration 11Q: 3 clusters Score -4105405 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4105691.500000 Penalty: 5107.820801
	Iteration 12Q: 3 clusters Score -4105692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4105906.000000 Penalty: 5107.820801
	Iteration 13Q: 3 clusters Score -4105906 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -4106062.250000 Penalty: 5107.820801
	Iteration 14Q: 3 clusters Score -4106062 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4106176.500000 Penalty: 5107.820801
	Iteration 15Q: 3 clusters Score -4106176 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -4106270.250000 Penalty: 5107.820801
	Iteration 16Q: 3 clusters Score -4106270 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4106352.750000 Penalty: 5107.820801
	Iteration 17Q: 3 clusters Score -4106353 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4106448.500000 Penalty: 5107.820801
	Iteration 18Q: 3 clusters Score -4106448 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4106528.500000 Penalty: 5107.820801
	Iteration 19Q: 3 clusters Score -4106528 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4106612.750000 Penalty: 5107.820801
	Iteration 20F: 3 clusters Score -4106613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4106696.000000 Penalty: 5107.820801
	Iteration 21Q: 3 clusters Score -4106696 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4106778.750000 Penalty: 5107.820801
	Iteration 22Q: 3 clusters Score -4106779 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -4106870.500000 Penalty: 5107.820801
	Iteration 23Q: 3 clusters Score -4106870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -4106939.500000 Penalty: 5107.820801
	Iteration 24Q: 3 clusters Score -4106940 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4106992.500000 Penalty: 5107.820801
	Iteration 25Q: 3 clusters Score -4106992 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4107041.000000 Penalty: 5107.820801
	Iteration 26Q: 3 clusters Score -4107041 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4107079.500000 Penalty: 5107.820801
	Iteration 27Q: 3 clusters Score -4107080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4107115.000000 Penalty: 5107.820801
	Iteration 28Q: 3 clusters Score -4107115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4107130.000000 Penalty: 5107.820801
	Iteration 29Q: 3 clusters Score -4107130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -4107148.250000 Penalty: 5107.820801
	Iteration 30Q: 3 clusters Score -4107148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4107179.250000 Penalty: 5107.820801
	Iteration 31Q: 3 clusters Score -4107179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4107199.250000 Penalty: 5107.820801
	Iteration 32Q: 3 clusters Score -4107199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4107219.750000 Penalty: 5107.820801
	Iteration 33Q: 3 clusters Score -4107220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4107226.500000 Penalty: 5107.820801
	Iteration 34Q: 3 clusters Score -4107226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4107250.000000 Penalty: 5107.820801
	Iteration 35Q: 3 clusters Score -4107250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4107272.750000 Penalty: 5107.820801
	Iteration 36Q: 3 clusters Score -4107273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4107279.750000 Penalty: 5107.820801
	Iteration 37Q: 3 clusters Score -4107280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4107288.250000 Penalty: 5107.820801
	Iteration 38Q: 3 clusters Score -4107288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4107282.250000 Penalty: 5107.820801
	Iteration 39Q: 3 clusters Score -4107282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4107285.500000 Penalty: 5107.820801
	Iteration 40F: 3 clusters Score -4107286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4107294.000000 Penalty: 5107.820801
	Iteration 41Q: 3 clusters Score -4107294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -4107296.750000 Penalty: 5107.820801
	Iteration 42Q: 3 clusters Score -4107297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -4107298.500000 Penalty: 5107.820801
	Iteration 43Q: 3 clusters Score -4107298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4107292.500000 Penalty: 5107.820801
	Iteration 44Q: 3 clusters Score -4107292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4107284.750000 Penalty: 5107.820801
	Iteration 45Q: 3 clusters Score -4107285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4107285.500000 Penalty: 5107.820801
	Iteration 46Q: 3 clusters Score -4107286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4107287.000000 Penalty: 5107.820801
	Iteration 47Q: 3 clusters Score -4107287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4107292.750000 Penalty: 5107.820801
	Iteration 48Q: 3 clusters Score -4107293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -4107301.000000 Penalty: 5107.820801
	Iteration 49Q: 3 clusters Score -4107301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4107304.750000 Penalty: 5107.820801
	Iteration 50Q: 3 clusters Score -4107305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4107302.500000 Penalty: 5107.820801
	Iteration 51Q: 3 clusters Score -4107302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -4107306.500000 Penalty: 5107.820801
	Iteration 52Q: 3 clusters Score -4107306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4107307.000000 Penalty: 5107.820801
	Iteration 53Q: 3 clusters Score -4107307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4107307.000000 Penalty: 5107.820801
	Iteration 54F: 3 clusters Score -4107307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -1133731.250000 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -1133731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1127470.500000 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -1127470 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1129125.625000 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -1129126 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1129458.625000 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -1129459 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1129768.500000 Penalty: 4437.401855
	Iteration 3F: 3 clusters Score -1129768 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1130062.375000 Penalty: 4437.401855
	Iteration 4F: 3 clusters Score -1130062 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1130304.625000 Penalty: 4437.401855
	Iteration 5F: 3 clusters Score -1130305 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1130505.250000 Penalty: 4437.401855
	Iteration 6Q: 3 clusters Score -1130505 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1130678.250000 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -1130678 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1130828.625000 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -1130829 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1130953.875000 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -1130954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1131078.125000 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -1131078 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1131180.000000 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -1131180 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1131263.375000 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -1131263 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1131328.500000 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -1131328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1131381.625000 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -1131382 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1131427.625000 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -1131428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1131464.750000 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -1131465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1131501.375000 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -1131501 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1131547.000000 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -1131547 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1131582.125000 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -1131582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1131613.375000 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -1131613 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1131646.625000 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -1131647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1131677.500000 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -1131678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1131709.375000 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -1131709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1131739.250000 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -1131739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1131772.875000 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -1131773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1131801.000000 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -1131801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1131829.750000 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -1131830 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1131857.125000 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -1131857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1131881.375000 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -1131881 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1131905.000000 Penalty: 4437.401855
	Iteration 30Q: 3 clusters Score -1131905 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1131931.000000 Penalty: 4437.401855
	Iteration 31Q: 3 clusters Score -1131931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1131954.750000 Penalty: 4437.401855
	Iteration 32Q: 3 clusters Score -1131955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1131969.750000 Penalty: 4437.401855
	Iteration 33Q: 3 clusters Score -1131970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1131979.625000 Penalty: 4437.401855
	Iteration 34Q: 3 clusters Score -1131980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1131991.125000 Penalty: 4437.401855
	Iteration 35Q: 3 clusters Score -1131991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1132004.250000 Penalty: 4437.401855
	Iteration 36Q: 3 clusters Score -1132004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1132016.125000 Penalty: 4437.401855
	Iteration 37Q: 3 clusters Score -1132016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1132024.000000 Penalty: 4437.401855
	Iteration 38Q: 3 clusters Score -1132024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1132026.375000 Penalty: 4437.401855
	Iteration 39Q: 3 clusters Score -1132026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1132029.625000 Penalty: 4437.401855
	Iteration 40F: 3 clusters Score -1132030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1132032.875000 Penalty: 4437.401855
	Iteration 41Q: 3 clusters Score -1132033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1132035.250000 Penalty: 4437.401855
	Iteration 42Q: 3 clusters Score -1132035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1132036.625000 Penalty: 4437.401855
	Iteration 43Q: 3 clusters Score -1132037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1132037.750000 Penalty: 4437.401855
	Iteration 44Q: 3 clusters Score -1132038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1132041.750000 Penalty: 4437.401855
	Iteration 45Q: 3 clusters Score -1132042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1132044.500000 Penalty: 4437.401855
	Iteration 46Q: 3 clusters Score -1132044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1132046.375000 Penalty: 4437.401855
	Iteration 47Q: 3 clusters Score -1132046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1132050.875000 Penalty: 4437.401855
	Iteration 48Q: 3 clusters Score -1132051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1132052.750000 Penalty: 4437.401855
	Iteration 49Q: 3 clusters Score -1132053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1132054.625000 Penalty: 4437.401855
	Iteration 50Q: 3 clusters Score -1132055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1132056.125000 Penalty: 4437.401855
	Iteration 51Q: 3 clusters Score -1132056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1132057.250000 Penalty: 4437.401855
	Iteration 52Q: 3 clusters Score -1132057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1132056.375000 Penalty: 4437.401855
	Iteration 53Q: 3 clusters Score -1132056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1132059.000000 Penalty: 4437.401855
	Iteration 54Q: 3 clusters Score -1132059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1132058.750000 Penalty: 4437.401855
	Iteration 55Q: 3 clusters Score -1132059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1132059.500000 Penalty: 4437.401855
	Iteration 56Q: 3 clusters Score -1132060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1132059.500000 Penalty: 4437.401855
	Iteration 57Q: 3 clusters Score -1132060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1132061.125000 Penalty: 4437.401855
	Iteration 58Q: 3 clusters Score -1132061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1132063.625000 Penalty: 4437.401855
	Iteration 59Q: 3 clusters Score -1132064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1132065.000000 Penalty: 4437.401855
	Iteration 60F: 3 clusters Score -1132065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1132066.750000 Penalty: 4437.401855
	Iteration 61Q: 3 clusters Score -1132067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1132066.750000 Penalty: 4437.401855
	Iteration 62F: 3 clusters Score -1132067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -62083.292969 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -62083.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60668.648438 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -60668.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60931.675781 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -60931.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61056.636719 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -61056.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -61101.000000 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -61101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61112.433594 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -61112.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61112.433594 Penalty: 3046.450439
	Iteration 5F: 3 clusters Score -61112.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Entering Unmasked Estep 
Score: -470088.781250 Penalty: 2038.659912
	Iteration 0F: 2 clusters Score -470088.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -466524.187500 Penalty: 4077.319824
	Iteration 0F: 3 clusters Score -466524.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -467466.687500 Penalty: 4077.319824
	Iteration 1F: 3 clusters Score -467466.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -467724.093750 Penalty: 4077.319824
	Iteration 2F: 3 clusters Score -467724.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -467896.343750 Penalty: 4077.319824
	Iteration 3F: 3 clusters Score -467896.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -468029.093750 Penalty: 4077.319824
	Iteration 4Q: 3 clusters Score -468029.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -468120.468750 Penalty: 4077.319824
	Iteration 5Q: 3 clusters Score -468120.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -468197.437500 Penalty: 4077.319824
	Iteration 6Q: 3 clusters Score -468197.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -468271.437500 Penalty: 4077.319824
	Iteration 7Q: 3 clusters Score -468271.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -468329.156250 Penalty: 4077.319824
	Iteration 8Q: 3 clusters Score -468329.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -468391.156250 Penalty: 4077.319824
	Iteration 9Q: 3 clusters Score -468391.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -468441.625000 Penalty: 4077.319824
	Iteration 10Q: 3 clusters Score -468441.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -468489.031250 Penalty: 4077.319824
	Iteration 11Q: 3 clusters Score -468489 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -468560.125000 Penalty: 4077.319824
	Iteration 12Q: 3 clusters Score -468560.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -468634.500000 Penalty: 4077.319824
	Iteration 13Q: 3 clusters Score -468634.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -468704.750000 Penalty: 4077.319824
	Iteration 14Q: 3 clusters Score -468704.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -468743.156250 Penalty: 4077.319824
	Iteration 15Q: 3 clusters Score -468743.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -468770.812500 Penalty: 4077.319824
	Iteration 16Q: 3 clusters Score -468770.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -468788.593750 Penalty: 4077.319824
	Iteration 17Q: 3 clusters Score -468788.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -468806.312500 Penalty: 4077.319824
	Iteration 18Q: 3 clusters Score -468806.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -468815.968750 Penalty: 4077.319824
	Iteration 19Q: 3 clusters Score -468816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -468828.250000 Penalty: 4077.319824
	Iteration 20F: 3 clusters Score -468828.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -468832.562500 Penalty: 4077.319824
	Iteration 21Q: 3 clusters Score -468832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -468835.000000 Penalty: 4077.319824
	Iteration 22Q: 3 clusters Score -468835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -468839.937500 Penalty: 4077.319824
	Iteration 23Q: 3 clusters Score -468839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -468843.250000 Penalty: 4077.319824
	Iteration 24Q: 3 clusters Score -468843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468846.968750 Penalty: 4077.319824
	Iteration 25Q: 3 clusters Score -468847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -468851.687500 Penalty: 4077.319824
	Iteration 26Q: 3 clusters Score -468851.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -468855.718750 Penalty: 4077.319824
	Iteration 27Q: 3 clusters Score -468855.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -468858.593750 Penalty: 4077.319824
	Iteration 28Q: 3 clusters Score -468858.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468859.562500 Penalty: 4077.319824
	Iteration 29Q: 3 clusters Score -468859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468859.906250 Penalty: 4077.319824
	Iteration 30Q: 3 clusters Score -468859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -468859.906250 Penalty: 4077.319824
	Iteration 31F: 3 clusters Score -468859.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Entering Unmasked Estep 
Score: -1691555.375000 Penalty: 2320.865479
	Iteration 0F: 2 clusters Score -1691555 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 5817 members 
Entering Unmasked Estep 
Score: -1682820.875000 Penalty: 4641.730957
	Iteration 0F: 3 clusters Score -1682821 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1685507.000000 Penalty: 4641.730957
	Iteration 1F: 3 clusters Score -1685507 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1685944.375000 Penalty: 4641.730957
	Iteration 2F: 3 clusters Score -1685944 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1686386.500000 Penalty: 4641.730957
	Iteration 3F: 3 clusters Score -1686386 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1686845.625000 Penalty: 4641.730957
	Iteration 4F: 3 clusters Score -1686846 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1687335.875000 Penalty: 4641.730957
	Iteration 5F: 3 clusters Score -1687336 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1687851.750000 Penalty: 4641.730957
	Iteration 6F: 3 clusters Score -1687852 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1688204.625000 Penalty: 4641.730957
	Iteration 7F: 3 clusters Score -1688205 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1688423.625000 Penalty: 4641.730957
	Iteration 8Q: 3 clusters Score -1688424 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1688582.000000 Penalty: 4641.730957
	Iteration 9Q: 3 clusters Score -1688582 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1688699.750000 Penalty: 4641.730957
	Iteration 10Q: 3 clusters Score -1688700 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1688772.875000 Penalty: 4641.730957
	Iteration 11Q: 3 clusters Score -1688773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1688820.500000 Penalty: 4641.730957
	Iteration 12Q: 3 clusters Score -1688820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1688859.125000 Penalty: 4641.730957
	Iteration 13Q: 3 clusters Score -1688859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1688882.500000 Penalty: 4641.730957
	Iteration 14Q: 3 clusters Score -1688882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1688905.375000 Penalty: 4641.730957
	Iteration 15Q: 3 clusters Score -1688905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1688912.875000 Penalty: 4641.730957
	Iteration 16Q: 3 clusters Score -1688913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1688919.750000 Penalty: 4641.730957
	Iteration 17Q: 3 clusters Score -1688920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1688928.750000 Penalty: 4641.730957
	Iteration 18Q: 3 clusters Score -1688929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1688936.125000 Penalty: 4641.730957
	Iteration 19Q: 3 clusters Score -1688936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1688940.750000 Penalty: 4641.730957
	Iteration 20F: 3 clusters Score -1688941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1688941.375000 Penalty: 4641.730957
	Iteration 21Q: 3 clusters Score -1688941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1688946.500000 Penalty: 4641.730957
	Iteration 22Q: 3 clusters Score -1688946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1688951.750000 Penalty: 4641.730957
	Iteration 23Q: 3 clusters Score -1688952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1688951.625000 Penalty: 4641.730957
	Iteration 24Q: 3 clusters Score -1688952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1688956.125000 Penalty: 4641.730957
	Iteration 25Q: 3 clusters Score -1688956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1688961.000000 Penalty: 4641.730957
	Iteration 26Q: 3 clusters Score -1688961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1688962.000000 Penalty: 4641.730957
	Iteration 27Q: 3 clusters Score -1688962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1688974.875000 Penalty: 4641.730957
	Iteration 28Q: 3 clusters Score -1688975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1688975.625000 Penalty: 4641.730957
	Iteration 29Q: 3 clusters Score -1688976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1688979.500000 Penalty: 4641.730957
	Iteration 30Q: 3 clusters Score -1688980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1688984.625000 Penalty: 4641.730957
	Iteration 31Q: 3 clusters Score -1688985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1688984.125000 Penalty: 4641.730957
	Iteration 32Q: 3 clusters Score -1688984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1688984.750000 Penalty: 4641.730957
	Iteration 33Q: 3 clusters Score -1688985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1688988.375000 Penalty: 4641.730957
	Iteration 34Q: 3 clusters Score -1688988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1688991.375000 Penalty: 4641.730957
	Iteration 35Q: 3 clusters Score -1688991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1688992.875000 Penalty: 4641.730957
	Iteration 36Q: 3 clusters Score -1688993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1688990.750000 Penalty: 4641.730957
	Iteration 37Q: 3 clusters Score -1688991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1688990.000000 Penalty: 4641.730957
	Iteration 38Q: 3 clusters Score -1688990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1688994.750000 Penalty: 4641.730957
	Iteration 39Q: 3 clusters Score -1688995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1688995.125000 Penalty: 4641.730957
	Iteration 40F: 3 clusters Score -1688995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1688997.000000 Penalty: 4641.730957
	Iteration 41Q: 3 clusters Score -1688997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1689001.250000 Penalty: 4641.730957
	Iteration 42Q: 3 clusters Score -1689001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1689001.500000 Penalty: 4641.730957
	Iteration 43Q: 3 clusters Score -1689002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1689005.875000 Penalty: 4641.730957
	Iteration 44Q: 3 clusters Score -1689006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1689006.500000 Penalty: 4641.730957
	Iteration 45Q: 3 clusters Score -1689006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1689011.500000 Penalty: 4641.730957
	Iteration 46Q: 3 clusters Score -1689012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1689011.875000 Penalty: 4641.730957
	Iteration 47Q: 3 clusters Score -1689012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1689010.500000 Penalty: 4641.730957
	Iteration 48Q: 3 clusters Score -1689010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1689008.375000 Penalty: 4641.730957
	Iteration 49Q: 3 clusters Score -1689008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1689015.750000 Penalty: 4641.730957
	Iteration 50Q: 3 clusters Score -1689016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1689014.500000 Penalty: 4641.730957
	Iteration 51Q: 3 clusters Score -1689014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1689015.000000 Penalty: 4641.730957
	Iteration 52Q: 3 clusters Score -1689015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1689013.000000 Penalty: 4641.730957
	Iteration 53Q: 3 clusters Score -1689013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1689017.625000 Penalty: 4641.730957
	Iteration 54Q: 3 clusters Score -1689018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1689017.750000 Penalty: 4641.730957
	Iteration 55Q: 3 clusters Score -1689018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1689021.625000 Penalty: 4641.730957
	Iteration 56Q: 3 clusters Score -1689022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1689024.000000 Penalty: 4641.730957
	Iteration 57Q: 3 clusters Score -1689024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1689024.375000 Penalty: 4641.730957
	Iteration 58Q: 3 clusters Score -1689024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1689024.375000 Penalty: 4641.730957
	Iteration 59Q: 3 clusters Score -1689024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1689024.750000 Penalty: 4641.730957
	Iteration 60F: 3 clusters Score -1689025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1689027.000000 Penalty: 4641.730957
	Iteration 61Q: 3 clusters Score -1689027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1689025.250000 Penalty: 4641.730957
	Iteration 62Q: 3 clusters Score -1689025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1689025.625000 Penalty: 4641.730957
	Iteration 63Q: 3 clusters Score -1689026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1689025.500000 Penalty: 4641.730957
	Iteration 64Q: 3 clusters Score -1689026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1689027.500000 Penalty: 4641.730957
	Iteration 65Q: 3 clusters Score -1689028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1689031.750000 Penalty: 4641.730957
	Iteration 66Q: 3 clusters Score -1689032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1689034.000000 Penalty: 4641.730957
	Iteration 67Q: 3 clusters Score -1689034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1689033.500000 Penalty: 4641.730957
	Iteration 68Q: 3 clusters Score -1689034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1689033.500000 Penalty: 4641.730957
	Iteration 69Q: 3 clusters Score -1689034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1689035.500000 Penalty: 4641.730957
	Iteration 70Q: 3 clusters Score -1689036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1689032.750000 Penalty: 4641.730957
	Iteration 71Q: 3 clusters Score -1689033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1689032.875000 Penalty: 4641.730957
	Iteration 72Q: 3 clusters Score -1689033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1689033.875000 Penalty: 4641.730957
	Iteration 73Q: 3 clusters Score -1689034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1689036.750000 Penalty: 4641.730957
	Iteration 74Q: 3 clusters Score -1689037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1689036.125000 Penalty: 4641.730957
	Iteration 75Q: 3 clusters Score -1689036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1689038.500000 Penalty: 4641.730957
	Iteration 76Q: 3 clusters Score -1689038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1689036.625000 Penalty: 4641.730957
	Iteration 77Q: 3 clusters Score -1689037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1689040.375000 Penalty: 4641.730957
	Iteration 78Q: 3 clusters Score -1689040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1689041.000000 Penalty: 4641.730957
	Iteration 79Q: 3 clusters Score -1689041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1689039.375000 Penalty: 4641.730957
	Iteration 80F: 3 clusters Score -1689039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1689040.500000 Penalty: 4641.730957
	Iteration 81Q: 3 clusters Score -1689040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1689040.750000 Penalty: 4641.730957
	Iteration 82Q: 3 clusters Score -1689041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1689042.875000 Penalty: 4641.730957
	Iteration 83Q: 3 clusters Score -1689043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1689042.000000 Penalty: 4641.730957
	Iteration 84Q: 3 clusters Score -1689042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1689043.625000 Penalty: 4641.730957
	Iteration 85Q: 3 clusters Score -1689044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1689045.375000 Penalty: 4641.730957
	Iteration 86Q: 3 clusters Score -1689045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1689042.750000 Penalty: 4641.730957
	Iteration 87Q: 3 clusters Score -1689043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1689044.875000 Penalty: 4641.730957
	Iteration 88Q: 3 clusters Score -1689045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1689042.250000 Penalty: 4641.730957
	Iteration 89Q: 3 clusters Score -1689042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1689041.000000 Penalty: 4641.730957
	Iteration 90Q: 3 clusters Score -1689041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1689042.625000 Penalty: 4641.730957
	Iteration 91Q: 3 clusters Score -1689043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1689044.000000 Penalty: 4641.730957
	Iteration 92Q: 3 clusters Score -1689044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1689046.000000 Penalty: 4641.730957
	Iteration 93Q: 3 clusters Score -1689046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1689044.250000 Penalty: 4641.730957
	Iteration 94Q: 3 clusters Score -1689044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1689048.000000 Penalty: 4641.730957
	Iteration 95Q: 3 clusters Score -1689048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1689043.500000 Penalty: 4641.730957
	Iteration 96Q: 3 clusters Score -1689044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1689040.375000 Penalty: 4641.730957
	Iteration 97Q: 3 clusters Score -1689040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1689041.125000 Penalty: 4641.730957
	Iteration 98Q: 3 clusters Score -1689041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1689043.750000 Penalty: 4641.730957
	Iteration 99Q: 3 clusters Score -1689044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1689043.125000 Penalty: 4641.730957
	Iteration 100F: 3 clusters Score -1689043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1689045.750000 Penalty: 4641.730957
	Iteration 101Q: 3 clusters Score -1689046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1689047.500000 Penalty: 4641.730957
	Iteration 102Q: 3 clusters Score -1689048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1689047.500000 Penalty: 4641.730957
	Iteration 103F: 3 clusters Score -1689048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -923524.437500 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -923524.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -918062.000000 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -918062 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -919637.750000 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -919637.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -919968.937500 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -919968.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -920204.625000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -920204.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -920384.250000 Penalty: 4359.822266
	Iteration 4Q: 3 clusters Score -920384.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -920522.937500 Penalty: 4359.822266
	Iteration 5Q: 3 clusters Score -920522.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -920633.250000 Penalty: 4359.822266
	Iteration 6Q: 3 clusters Score -920633.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -920718.750000 Penalty: 4359.822266
	Iteration 7Q: 3 clusters Score -920718.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -920798.625000 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -920798.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -920893.687500 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -920893.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -920998.687500 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -920998.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -921113.250000 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -921113.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -921236.750000 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -921236.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -921373.312500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -921373.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -921524.437500 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -921524.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -921685.625000 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -921685.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -921853.312500 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -921853.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -922025.312500 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -922025.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -922141.375000 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -922141.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -922215.125000 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -922215.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -922270.437500 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -922270.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -922306.812500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -922306.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -922325.500000 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -922325.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -922340.937500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -922340.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -922350.250000 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -922350.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -922358.937500 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -922358.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -922366.500000 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -922366.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -922372.000000 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -922372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -922377.562500 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -922377.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -922380.812500 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -922380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -922385.062500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -922385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -922399.062500 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -922399.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -922411.312500 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -922411.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -922423.937500 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -922423.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -922433.125000 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -922433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -922442.062500 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -922442.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -922469.000000 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -922469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -922487.375000 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -922487.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -922502.250000 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -922502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -922509.562500 Penalty: 4359.822266
	Iteration 39Q: 3 clusters Score -922509.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -922529.125000 Penalty: 4359.822266
	Iteration 40F: 3 clusters Score -922529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -922539.062500 Penalty: 4359.822266
	Iteration 41Q: 3 clusters Score -922539.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -922544.875000 Penalty: 4359.822266
	Iteration 42Q: 3 clusters Score -922544.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -922549.937500 Penalty: 4359.822266
	Iteration 43Q: 3 clusters Score -922549.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -922555.937500 Penalty: 4359.822266
	Iteration 44Q: 3 clusters Score -922555.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -922558.937500 Penalty: 4359.822266
	Iteration 45Q: 3 clusters Score -922558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -922560.812500 Penalty: 4359.822266
	Iteration 46Q: 3 clusters Score -922560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -922563.687500 Penalty: 4359.822266
	Iteration 47Q: 3 clusters Score -922563.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -922566.437500 Penalty: 4359.822266
	Iteration 48Q: 3 clusters Score -922566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -922569.750000 Penalty: 4359.822266
	Iteration 49Q: 3 clusters Score -922569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -922571.125000 Penalty: 4359.822266
	Iteration 50Q: 3 clusters Score -922571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -922571.125000 Penalty: 4359.822266
	Iteration 51F: 3 clusters Score -922571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Entering Unmasked Estep 
Score: -1464108.125000 Penalty: 2278.139893
	Iteration 0F: 2 clusters Score -1464108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1456721.500000 Penalty: 4556.279785
	Iteration 0F: 3 clusters Score -1456722 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1458904.625000 Penalty: 4556.279785
	Iteration 1F: 3 clusters Score -1458905 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1459211.375000 Penalty: 4556.279785
	Iteration 2F: 3 clusters Score -1459211 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1459436.250000 Penalty: 4556.279785
	Iteration 3F: 3 clusters Score -1459436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1459660.875000 Penalty: 4556.279785
	Iteration 4Q: 3 clusters Score -1459661 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1459887.500000 Penalty: 4556.279785
	Iteration 5Q: 3 clusters Score -1459888 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1460184.000000 Penalty: 4556.279785
	Iteration 6Q: 3 clusters Score -1460184 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1460519.625000 Penalty: 4556.279785
	Iteration 7F: 3 clusters Score -1460520 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1460839.625000 Penalty: 4556.279785
	Iteration 8Q: 3 clusters Score -1460840 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1461115.250000 Penalty: 4556.279785
	Iteration 9Q: 3 clusters Score -1461115 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1461332.250000 Penalty: 4556.279785
	Iteration 10Q: 3 clusters Score -1461332 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1461466.125000 Penalty: 4556.279785
	Iteration 11Q: 3 clusters Score -1461466 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1461556.000000 Penalty: 4556.279785
	Iteration 12Q: 3 clusters Score -1461556 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1461628.000000 Penalty: 4556.279785
	Iteration 13Q: 3 clusters Score -1461628 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1461674.500000 Penalty: 4556.279785
	Iteration 14Q: 3 clusters Score -1461674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1461732.250000 Penalty: 4556.279785
	Iteration 15Q: 3 clusters Score -1461732 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1461777.750000 Penalty: 4556.279785
	Iteration 16Q: 3 clusters Score -1461778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1461808.875000 Penalty: 4556.279785
	Iteration 17Q: 3 clusters Score -1461809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1461836.750000 Penalty: 4556.279785
	Iteration 18Q: 3 clusters Score -1461837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1461865.500000 Penalty: 4556.279785
	Iteration 19Q: 3 clusters Score -1461866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1461893.500000 Penalty: 4556.279785
	Iteration 20F: 3 clusters Score -1461894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1461920.500000 Penalty: 4556.279785
	Iteration 21Q: 3 clusters Score -1461920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1461941.500000 Penalty: 4556.279785
	Iteration 22Q: 3 clusters Score -1461942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1461962.000000 Penalty: 4556.279785
	Iteration 23Q: 3 clusters Score -1461962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1461981.125000 Penalty: 4556.279785
	Iteration 24Q: 3 clusters Score -1461981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1461998.375000 Penalty: 4556.279785
	Iteration 25Q: 3 clusters Score -1461998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1462012.000000 Penalty: 4556.279785
	Iteration 26Q: 3 clusters Score -1462012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1462029.500000 Penalty: 4556.279785
	Iteration 27Q: 3 clusters Score -1462030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1462045.125000 Penalty: 4556.279785
	Iteration 28Q: 3 clusters Score -1462045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1462060.000000 Penalty: 4556.279785
	Iteration 29Q: 3 clusters Score -1462060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1462077.250000 Penalty: 4556.279785
	Iteration 30Q: 3 clusters Score -1462077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1462088.875000 Penalty: 4556.279785
	Iteration 31Q: 3 clusters Score -1462089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1462106.125000 Penalty: 4556.279785
	Iteration 32Q: 3 clusters Score -1462106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1462117.500000 Penalty: 4556.279785
	Iteration 33Q: 3 clusters Score -1462118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1462136.125000 Penalty: 4556.279785
	Iteration 34Q: 3 clusters Score -1462136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1462152.875000 Penalty: 4556.279785
	Iteration 35Q: 3 clusters Score -1462153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1462164.375000 Penalty: 4556.279785
	Iteration 36Q: 3 clusters Score -1462164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1462172.875000 Penalty: 4556.279785
	Iteration 37Q: 3 clusters Score -1462173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1462179.875000 Penalty: 4556.279785
	Iteration 38Q: 3 clusters Score -1462180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1462192.250000 Penalty: 4556.279785
	Iteration 39Q: 3 clusters Score -1462192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1462205.375000 Penalty: 4556.279785
	Iteration 40F: 3 clusters Score -1462205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1462215.000000 Penalty: 4556.279785
	Iteration 41Q: 3 clusters Score -1462215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1462224.500000 Penalty: 4556.279785
	Iteration 42Q: 3 clusters Score -1462224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1462230.250000 Penalty: 4556.279785
	Iteration 43Q: 3 clusters Score -1462230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1462232.000000 Penalty: 4556.279785
	Iteration 44Q: 3 clusters Score -1462232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1462239.000000 Penalty: 4556.279785
	Iteration 45Q: 3 clusters Score -1462239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1462240.250000 Penalty: 4556.279785
	Iteration 46Q: 3 clusters Score -1462240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1462242.000000 Penalty: 4556.279785
	Iteration 47Q: 3 clusters Score -1462242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1462242.750000 Penalty: 4556.279785
	Iteration 48Q: 3 clusters Score -1462243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1462243.125000 Penalty: 4556.279785
	Iteration 49Q: 3 clusters Score -1462243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1462243.750000 Penalty: 4556.279785
	Iteration 50Q: 3 clusters Score -1462244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1462243.375000 Penalty: 4556.279785
	Iteration 51Q: 3 clusters Score -1462243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1462244.250000 Penalty: 4556.279785
	Iteration 52Q: 3 clusters Score -1462244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1462246.625000 Penalty: 4556.279785
	Iteration 53Q: 3 clusters Score -1462247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1462246.250000 Penalty: 4556.279785
	Iteration 54Q: 3 clusters Score -1462246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1462244.375000 Penalty: 4556.279785
	Iteration 55Q: 3 clusters Score -1462244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1462246.375000 Penalty: 4556.279785
	Iteration 56Q: 3 clusters Score -1462246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1462249.500000 Penalty: 4556.279785
	Iteration 57Q: 3 clusters Score -1462250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1462250.375000 Penalty: 4556.279785
	Iteration 58Q: 3 clusters Score -1462250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1462249.875000 Penalty: 4556.279785
	Iteration 59Q: 3 clusters Score -1462250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1462250.500000 Penalty: 4556.279785
	Iteration 60F: 3 clusters Score -1462250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Entering Unmasked Estep 
Score: -1182292.375000 Penalty: 2226.269775
	Iteration 0F: 2 clusters Score -1182292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1175949.500000 Penalty: 4452.539551
	Iteration 0F: 3 clusters Score -1175950 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1177630.125000 Penalty: 4452.539551
	Iteration 1F: 3 clusters Score -1177630 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1177877.875000 Penalty: 4452.539551
	Iteration 2F: 3 clusters Score -1177878 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1178056.500000 Penalty: 4452.539551
	Iteration 3Q: 3 clusters Score -1178056 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1178197.875000 Penalty: 4452.539551
	Iteration 4Q: 3 clusters Score -1178198 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1178298.875000 Penalty: 4452.539551
	Iteration 5Q: 3 clusters Score -1178299 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1178403.750000 Penalty: 4452.539551
	Iteration 6Q: 3 clusters Score -1178404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1178496.625000 Penalty: 4452.539551
	Iteration 7Q: 3 clusters Score -1178497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1178570.500000 Penalty: 4452.539551
	Iteration 8Q: 3 clusters Score -1178570 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1178638.250000 Penalty: 4452.539551
	Iteration 9Q: 3 clusters Score -1178638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1178701.125000 Penalty: 4452.539551
	Iteration 10Q: 3 clusters Score -1178701 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1178758.875000 Penalty: 4452.539551
	Iteration 11Q: 3 clusters Score -1178759 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1178825.125000 Penalty: 4452.539551
	Iteration 12Q: 3 clusters Score -1178825 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1178883.875000 Penalty: 4452.539551
	Iteration 13Q: 3 clusters Score -1178884 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1178955.250000 Penalty: 4452.539551
	Iteration 14Q: 3 clusters Score -1178955 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1179029.500000 Penalty: 4452.539551
	Iteration 15Q: 3 clusters Score -1179030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1179090.875000 Penalty: 4452.539551
	Iteration 16Q: 3 clusters Score -1179091 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1179171.750000 Penalty: 4452.539551
	Iteration 17Q: 3 clusters Score -1179172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1179244.750000 Penalty: 4452.539551
	Iteration 18Q: 3 clusters Score -1179245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1179316.375000 Penalty: 4452.539551
	Iteration 19Q: 3 clusters Score -1179316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1179386.875000 Penalty: 4452.539551
	Iteration 20F: 3 clusters Score -1179387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1179444.125000 Penalty: 4452.539551
	Iteration 21Q: 3 clusters Score -1179444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1179498.000000 Penalty: 4452.539551
	Iteration 22Q: 3 clusters Score -1179498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1179551.250000 Penalty: 4452.539551
	Iteration 23Q: 3 clusters Score -1179551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1179603.750000 Penalty: 4452.539551
	Iteration 24Q: 3 clusters Score -1179604 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1179654.000000 Penalty: 4452.539551
	Iteration 25Q: 3 clusters Score -1179654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1179702.125000 Penalty: 4452.539551
	Iteration 26Q: 3 clusters Score -1179702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1179753.375000 Penalty: 4452.539551
	Iteration 27Q: 3 clusters Score -1179753 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1179797.000000 Penalty: 4452.539551
	Iteration 28Q: 3 clusters Score -1179797 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1179835.750000 Penalty: 4452.539551
	Iteration 29Q: 3 clusters Score -1179836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1179867.500000 Penalty: 4452.539551
	Iteration 30Q: 3 clusters Score -1179868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1179902.375000 Penalty: 4452.539551
	Iteration 31Q: 3 clusters Score -1179902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1179930.250000 Penalty: 4452.539551
	Iteration 32Q: 3 clusters Score -1179930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1179955.125000 Penalty: 4452.539551
	Iteration 33Q: 3 clusters Score -1179955 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1179985.875000 Penalty: 4452.539551
	Iteration 34Q: 3 clusters Score -1179986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1180010.500000 Penalty: 4452.539551
	Iteration 35Q: 3 clusters Score -1180010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1180033.625000 Penalty: 4452.539551
	Iteration 36Q: 3 clusters Score -1180034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1180056.375000 Penalty: 4452.539551
	Iteration 37Q: 3 clusters Score -1180056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1180086.125000 Penalty: 4452.539551
	Iteration 38Q: 3 clusters Score -1180086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1180096.250000 Penalty: 4452.539551
	Iteration 39Q: 3 clusters Score -1180096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1180112.375000 Penalty: 4452.539551
	Iteration 40F: 3 clusters Score -1180112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1180125.000000 Penalty: 4452.539551
	Iteration 41Q: 3 clusters Score -1180125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1180133.250000 Penalty: 4452.539551
	Iteration 42Q: 3 clusters Score -1180133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1180149.125000 Penalty: 4452.539551
	Iteration 43Q: 3 clusters Score -1180149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1180157.750000 Penalty: 4452.539551
	Iteration 44Q: 3 clusters Score -1180158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1180166.000000 Penalty: 4452.539551
	Iteration 45Q: 3 clusters Score -1180166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1180174.500000 Penalty: 4452.539551
	Iteration 46Q: 3 clusters Score -1180174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1180182.125000 Penalty: 4452.539551
	Iteration 47Q: 3 clusters Score -1180182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1180188.000000 Penalty: 4452.539551
	Iteration 48Q: 3 clusters Score -1180188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1180197.625000 Penalty: 4452.539551
	Iteration 49Q: 3 clusters Score -1180198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1180206.125000 Penalty: 4452.539551
	Iteration 50Q: 3 clusters Score -1180206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1180210.625000 Penalty: 4452.539551
	Iteration 51Q: 3 clusters Score -1180211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1180213.375000 Penalty: 4452.539551
	Iteration 52Q: 3 clusters Score -1180213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1180217.875000 Penalty: 4452.539551
	Iteration 53Q: 3 clusters Score -1180218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1180219.000000 Penalty: 4452.539551
	Iteration 54Q: 3 clusters Score -1180219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1180223.250000 Penalty: 4452.539551
	Iteration 55Q: 3 clusters Score -1180223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1180226.250000 Penalty: 4452.539551
	Iteration 56Q: 3 clusters Score -1180226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1180230.750000 Penalty: 4452.539551
	Iteration 57Q: 3 clusters Score -1180231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1180234.250000 Penalty: 4452.539551
	Iteration 58Q: 3 clusters Score -1180234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1180233.875000 Penalty: 4452.539551
	Iteration 59Q: 3 clusters Score -1180234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1180233.250000 Penalty: 4452.539551
	Iteration 60F: 3 clusters Score -1180233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1180236.750000 Penalty: 4452.539551
	Iteration 61Q: 3 clusters Score -1180237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1180237.125000 Penalty: 4452.539551
	Iteration 62Q: 3 clusters Score -1180237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1180237.750000 Penalty: 4452.539551
	Iteration 63Q: 3 clusters Score -1180238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1180237.750000 Penalty: 4452.539551
	Iteration 64F: 3 clusters Score -1180238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -60539.808594 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -60539.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59148.992188 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -59148.99 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59354.703125 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -59354.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59442.683594 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -59442.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59486.089844 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -59486.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -59510.382812 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -59510.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59536.894531 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -59536.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59567.984375 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -59567.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59592.062500 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -59592.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -59608.128906 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -59608.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -59646.980469 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -59646.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59682.183594 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -59682.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59687.035156 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -59687.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59696.902344 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -59696.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59696.902344 Penalty: 3061.163330
	Iteration 13F: 3 clusters Score -59696.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Entering Unmasked Estep 
Score: -1157315.000000 Penalty: 2242.924316
	Iteration 0F: 2 clusters Score -1157315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1150592.625000 Penalty: 4485.848633
	Iteration 0F: 3 clusters Score -1150593 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1152722.375000 Penalty: 4485.848633
	Iteration 1F: 3 clusters Score -1152722 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1153314.750000 Penalty: 4485.848633
	Iteration 2F: 3 clusters Score -1153315 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1153778.000000 Penalty: 4485.848633
	Iteration 3F: 3 clusters Score -1153778 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1154149.000000 Penalty: 4485.848633
	Iteration 4F: 3 clusters Score -1154149 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1154443.875000 Penalty: 4485.848633
	Iteration 5F: 3 clusters Score -1154444 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1154692.500000 Penalty: 4485.848633
	Iteration 6Q: 3 clusters Score -1154692 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1154921.250000 Penalty: 4485.848633
	Iteration 7Q: 3 clusters Score -1154921 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1155108.750000 Penalty: 4485.848633
	Iteration 8Q: 3 clusters Score -1155109 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1155278.875000 Penalty: 4485.848633
	Iteration 9Q: 3 clusters Score -1155279 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1155466.875000 Penalty: 4485.848633
	Iteration 10Q: 3 clusters Score -1155467 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1155677.375000 Penalty: 4485.848633
	Iteration 11Q: 3 clusters Score -1155677 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1155878.625000 Penalty: 4485.848633
	Iteration 12Q: 3 clusters Score -1155879 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1156017.875000 Penalty: 4485.848633
	Iteration 13Q: 3 clusters Score -1156018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1156111.125000 Penalty: 4485.848633
	Iteration 14Q: 3 clusters Score -1156111 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1156183.625000 Penalty: 4485.848633
	Iteration 15Q: 3 clusters Score -1156184 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1156226.500000 Penalty: 4485.848633
	Iteration 16Q: 3 clusters Score -1156226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1156245.625000 Penalty: 4485.848633
	Iteration 17Q: 3 clusters Score -1156246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1156263.000000 Penalty: 4485.848633
	Iteration 18Q: 3 clusters Score -1156263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1156270.875000 Penalty: 4485.848633
	Iteration 19Q: 3 clusters Score -1156271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1156284.750000 Penalty: 4485.848633
	Iteration 20F: 3 clusters Score -1156285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1156293.250000 Penalty: 4485.848633
	Iteration 21Q: 3 clusters Score -1156293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1156294.375000 Penalty: 4485.848633
	Iteration 22Q: 3 clusters Score -1156294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1156297.375000 Penalty: 4485.848633
	Iteration 23Q: 3 clusters Score -1156297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1156297.625000 Penalty: 4485.848633
	Iteration 24Q: 3 clusters Score -1156298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1156299.625000 Penalty: 4485.848633
	Iteration 25Q: 3 clusters Score -1156300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1156302.750000 Penalty: 4485.848633
	Iteration 26Q: 3 clusters Score -1156303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1156303.875000 Penalty: 4485.848633
	Iteration 27Q: 3 clusters Score -1156304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1156304.250000 Penalty: 4485.848633
	Iteration 28Q: 3 clusters Score -1156304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1156309.000000 Penalty: 4485.848633
	Iteration 29Q: 3 clusters Score -1156309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1156307.000000 Penalty: 4485.848633
	Iteration 30Q: 3 clusters Score -1156307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1156311.250000 Penalty: 4485.848633
	Iteration 31Q: 3 clusters Score -1156311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1156314.250000 Penalty: 4485.848633
	Iteration 32Q: 3 clusters Score -1156314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1156316.375000 Penalty: 4485.848633
	Iteration 33Q: 3 clusters Score -1156316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1156317.750000 Penalty: 4485.848633
	Iteration 34Q: 3 clusters Score -1156318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1156316.000000 Penalty: 4485.848633
	Iteration 35Q: 3 clusters Score -1156316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1156320.750000 Penalty: 4485.848633
	Iteration 36Q: 3 clusters Score -1156321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1156321.000000 Penalty: 4485.848633
	Iteration 37Q: 3 clusters Score -1156321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1156322.750000 Penalty: 4485.848633
	Iteration 38Q: 3 clusters Score -1156323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1156322.500000 Penalty: 4485.848633
	Iteration 39Q: 3 clusters Score -1156322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1156322.750000 Penalty: 4485.848633
	Iteration 40F: 3 clusters Score -1156323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1156323.500000 Penalty: 4485.848633
	Iteration 41Q: 3 clusters Score -1156324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1156321.000000 Penalty: 4485.848633
	Iteration 42Q: 3 clusters Score -1156321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1156322.750000 Penalty: 4485.848633
	Iteration 43Q: 3 clusters Score -1156323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1156322.250000 Penalty: 4485.848633
	Iteration 44Q: 3 clusters Score -1156322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1156322.250000 Penalty: 4485.848633
	Iteration 45F: 3 clusters Score -1156322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -1617096.500000 Penalty: 2305.286133
	Iteration 0F: 2 clusters Score -1617096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1608891.375000 Penalty: 4610.572266
	Iteration 0F: 3 clusters Score -1608891 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1611265.500000 Penalty: 4610.572266
	Iteration 1F: 3 clusters Score -1611266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1611579.500000 Penalty: 4610.572266
	Iteration 2F: 3 clusters Score -1611580 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1611872.875000 Penalty: 4610.572266
	Iteration 3F: 3 clusters Score -1611873 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1612251.875000 Penalty: 4610.572266
	Iteration 4F: 3 clusters Score -1612252 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1612839.250000 Penalty: 4610.572266
	Iteration 5F: 3 clusters Score -1612839 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1613524.125000 Penalty: 4610.572266
	Iteration 6F: 3 clusters Score -1613524 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1614210.250000 Penalty: 4610.572266
	Iteration 7F: 3 clusters Score -1614210 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1614757.125000 Penalty: 4610.572266
	Iteration 8F: 3 clusters Score -1614757 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1615065.875000 Penalty: 4610.572266
	Iteration 9F: 3 clusters Score -1615066 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1615250.000000 Penalty: 4610.572266
	Iteration 10Q: 3 clusters Score -1615250 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1615361.750000 Penalty: 4610.572266
	Iteration 11Q: 3 clusters Score -1615362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1615426.375000 Penalty: 4610.572266
	Iteration 12Q: 3 clusters Score -1615426 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1615478.875000 Penalty: 4610.572266
	Iteration 13Q: 3 clusters Score -1615479 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1615524.500000 Penalty: 4610.572266
	Iteration 14Q: 3 clusters Score -1615524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1615561.750000 Penalty: 4610.572266
	Iteration 15Q: 3 clusters Score -1615562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1615584.375000 Penalty: 4610.572266
	Iteration 16Q: 3 clusters Score -1615584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1615604.500000 Penalty: 4610.572266
	Iteration 17Q: 3 clusters Score -1615604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1615618.375000 Penalty: 4610.572266
	Iteration 18Q: 3 clusters Score -1615618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1615626.250000 Penalty: 4610.572266
	Iteration 19Q: 3 clusters Score -1615626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1615629.750000 Penalty: 4610.572266
	Iteration 20F: 3 clusters Score -1615630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1615638.625000 Penalty: 4610.572266
	Iteration 21Q: 3 clusters Score -1615639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1615640.500000 Penalty: 4610.572266
	Iteration 22Q: 3 clusters Score -1615640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1615646.250000 Penalty: 4610.572266
	Iteration 23Q: 3 clusters Score -1615646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1615648.625000 Penalty: 4610.572266
	Iteration 24Q: 3 clusters Score -1615649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1615646.500000 Penalty: 4610.572266
	Iteration 25Q: 3 clusters Score -1615646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1615650.375000 Penalty: 4610.572266
	Iteration 26Q: 3 clusters Score -1615650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1615649.750000 Penalty: 4610.572266
	Iteration 27Q: 3 clusters Score -1615650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1615647.500000 Penalty: 4610.572266
	Iteration 28Q: 3 clusters Score -1615648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1615646.875000 Penalty: 4610.572266
	Iteration 29Q: 3 clusters Score -1615647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1615645.625000 Penalty: 4610.572266
	Iteration 30Q: 3 clusters Score -1615646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1615647.375000 Penalty: 4610.572266
	Iteration 31Q: 3 clusters Score -1615647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1615647.875000 Penalty: 4610.572266
	Iteration 32Q: 3 clusters Score -1615648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1615648.500000 Penalty: 4610.572266
	Iteration 33Q: 3 clusters Score -1615648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1615648.500000 Penalty: 4610.572266
	Iteration 34F: 3 clusters Score -1615648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -151437.109375 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -151437.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -149437.906250 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -149437.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -149812.640625 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -149812.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150020.765625 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -150020.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150111.687500 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -150111.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -150204.218750 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -150204.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150298.828125 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -150298.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150363.421875 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -150363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150403.515625 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -150403.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -150441.296875 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -150441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150458.796875 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -150458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -150465.421875 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -150465.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -150478.750000 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -150478.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -150493.187500 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -150493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -150508.625000 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -150508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -150515.625000 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -150515.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -150517.625000 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -150517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -150520.078125 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -150520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150523.093750 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -150523.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150523.093750 Penalty: 3463.039551
	Iteration 18F: 3 clusters Score -150523.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -433662.968750 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -433663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -430451.718750 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -430451.7 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -431062.062500 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -431062.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -431217.250000 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -431217.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -431280.218750 Penalty: 3952.114746
	Iteration 3Q: 3 clusters Score -431280.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -431323.093750 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -431323.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -431351.031250 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -431351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -431369.062500 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -431369.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -431385.875000 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -431385.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -431397.625000 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -431397.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -431408.093750 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -431408.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -431417.093750 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -431417.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -431426.312500 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -431426.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -431433.031250 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -431433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -431441.937500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -431441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -431449.187500 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -431449.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -431458.531250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -431458.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -431467.937500 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -431467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -431478.406250 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -431478.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -431488.031250 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -431488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -431496.000000 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -431496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -431502.625000 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -431502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -431507.312500 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -431507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -431508.437500 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -431508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -431510.718750 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -431510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -431510.812500 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -431510.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -431511.687500 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -431511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -431512.750000 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -431512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -431512.750000 Penalty: 3952.114746
	Iteration 27F: 3 clusters Score -431512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Entering Unmasked Estep 
Score: -115284.992188 Penalty: 1673.110229
	Iteration 0F: 2 clusters Score -115285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113490.226562 Penalty: 3346.220459
	Iteration 0F: 3 clusters Score -113490.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113835.398438 Penalty: 3346.220459
	Iteration 1F: 3 clusters Score -113835.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113978.679688 Penalty: 3346.220459
	Iteration 2F: 3 clusters Score -113978.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114057.132812 Penalty: 3346.220459
	Iteration 3F: 3 clusters Score -114057.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114104.437500 Penalty: 3346.220459
	Iteration 4Q: 3 clusters Score -114104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114144.562500 Penalty: 3346.220459
	Iteration 5Q: 3 clusters Score -114144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -114179.328125 Penalty: 3346.220459
	Iteration 6Q: 3 clusters Score -114179.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114203.085938 Penalty: 3346.220459
	Iteration 7Q: 3 clusters Score -114203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114207.101562 Penalty: 3346.220459
	Iteration 8Q: 3 clusters Score -114207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114218.523438 Penalty: 3346.220459
	Iteration 9Q: 3 clusters Score -114218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114230.679688 Penalty: 3346.220459
	Iteration 10Q: 3 clusters Score -114230.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114249.421875 Penalty: 3346.220459
	Iteration 11Q: 3 clusters Score -114249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114272.554688 Penalty: 3346.220459
	Iteration 12Q: 3 clusters Score -114272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114290.851562 Penalty: 3346.220459
	Iteration 13Q: 3 clusters Score -114290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -114307.250000 Penalty: 3346.220459
	Iteration 14Q: 3 clusters Score -114307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114333.109375 Penalty: 3346.220459
	Iteration 15Q: 3 clusters Score -114333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114412.210938 Penalty: 3346.220459
	Iteration 16Q: 3 clusters Score -114412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114468.031250 Penalty: 3346.220459
	Iteration 17Q: 3 clusters Score -114468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114506.890625 Penalty: 3346.220459
	Iteration 18Q: 3 clusters Score -114506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114519.320312 Penalty: 3346.220459
	Iteration 19Q: 3 clusters Score -114519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -114520.343750 Penalty: 3346.220459
	Iteration 20F: 3 clusters Score -114520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114521.351562 Penalty: 3346.220459
	Iteration 21Q: 3 clusters Score -114521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114521.351562 Penalty: 3346.220459
	Iteration 22F: 3 clusters Score -114521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -645853.000000 Penalty: 2115.026123
	Iteration 0F: 2 clusters Score -645853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -641338.562500 Penalty: 4230.052246
	Iteration 0F: 3 clusters Score -641338.6 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -642728.562500 Penalty: 4230.052246
	Iteration 1F: 3 clusters Score -642728.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -643294.625000 Penalty: 4230.052246
	Iteration 2F: 3 clusters Score -643294.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -643713.125000 Penalty: 4230.052246
	Iteration 3F: 3 clusters Score -643713.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -644034.875000 Penalty: 4230.052246
	Iteration 4F: 3 clusters Score -644034.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -644276.625000 Penalty: 4230.052246
	Iteration 5F: 3 clusters Score -644276.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -644459.125000 Penalty: 4230.052246
	Iteration 6Q: 3 clusters Score -644459.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -644612.687500 Penalty: 4230.052246
	Iteration 7Q: 3 clusters Score -644612.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -644739.812500 Penalty: 4230.052246
	Iteration 8Q: 3 clusters Score -644739.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -644831.875000 Penalty: 4230.052246
	Iteration 9Q: 3 clusters Score -644831.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -644902.312500 Penalty: 4230.052246
	Iteration 10Q: 3 clusters Score -644902.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -644956.312500 Penalty: 4230.052246
	Iteration 11Q: 3 clusters Score -644956.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -644994.750000 Penalty: 4230.052246
	Iteration 12Q: 3 clusters Score -644994.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -645021.250000 Penalty: 4230.052246
	Iteration 13Q: 3 clusters Score -645021.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -645038.500000 Penalty: 4230.052246
	Iteration 14Q: 3 clusters Score -645038.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -645057.250000 Penalty: 4230.052246
	Iteration 15Q: 3 clusters Score -645057.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -645067.875000 Penalty: 4230.052246
	Iteration 16Q: 3 clusters Score -645067.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -645081.062500 Penalty: 4230.052246
	Iteration 17Q: 3 clusters Score -645081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -645089.625000 Penalty: 4230.052246
	Iteration 18Q: 3 clusters Score -645089.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -645101.812500 Penalty: 4230.052246
	Iteration 19Q: 3 clusters Score -645101.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -645112.125000 Penalty: 4230.052246
	Iteration 20F: 3 clusters Score -645112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -645118.625000 Penalty: 4230.052246
	Iteration 21Q: 3 clusters Score -645118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -645123.375000 Penalty: 4230.052246
	Iteration 22Q: 3 clusters Score -645123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -645127.812500 Penalty: 4230.052246
	Iteration 23Q: 3 clusters Score -645127.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -645134.437500 Penalty: 4230.052246
	Iteration 24Q: 3 clusters Score -645134.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -645139.187500 Penalty: 4230.052246
	Iteration 25Q: 3 clusters Score -645139.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -645142.437500 Penalty: 4230.052246
	Iteration 26Q: 3 clusters Score -645142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -645148.000000 Penalty: 4230.052246
	Iteration 27Q: 3 clusters Score -645148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -645154.437500 Penalty: 4230.052246
	Iteration 28Q: 3 clusters Score -645154.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -645163.375000 Penalty: 4230.052246
	Iteration 29Q: 3 clusters Score -645163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -645168.812500 Penalty: 4230.052246
	Iteration 30Q: 3 clusters Score -645168.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -645171.125000 Penalty: 4230.052246
	Iteration 31Q: 3 clusters Score -645171.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -645174.437500 Penalty: 4230.052246
	Iteration 32Q: 3 clusters Score -645174.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -645177.250000 Penalty: 4230.052246
	Iteration 33Q: 3 clusters Score -645177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -645180.625000 Penalty: 4230.052246
	Iteration 34Q: 3 clusters Score -645180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -645180.687500 Penalty: 4230.052246
	Iteration 35Q: 3 clusters Score -645180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -645183.000000 Penalty: 4230.052246
	Iteration 36Q: 3 clusters Score -645183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -645182.812500 Penalty: 4230.052246
	Iteration 37Q: 3 clusters Score -645182.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -645183.875000 Penalty: 4230.052246
	Iteration 38Q: 3 clusters Score -645183.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -645184.375000 Penalty: 4230.052246
	Iteration 39Q: 3 clusters Score -645184.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -645186.375000 Penalty: 4230.052246
	Iteration 40F: 3 clusters Score -645186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -645186.562500 Penalty: 4230.052246
	Iteration 41Q: 3 clusters Score -645186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -645188.250000 Penalty: 4230.052246
	Iteration 42Q: 3 clusters Score -645188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -645187.312500 Penalty: 4230.052246
	Iteration 43Q: 3 clusters Score -645187.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -645187.312500 Penalty: 4230.052246
	Iteration 44F: 3 clusters Score -645187.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (28128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Entering Unmasked Estep 
Score: -4207581.000000 Penalty: 2540.641357
	Iteration 0F: 2 clusters Score -4207581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4188157.500000 Penalty: 5081.282715
	Iteration 0F: 3 clusters Score -4188158 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -4194910.500000 Penalty: 5081.282715
	Iteration 1F: 3 clusters Score -4194910 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4195411.000000 Penalty: 5081.282715
	Iteration 2Q: 3 clusters Score -4195411 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4195892.500000 Penalty: 5081.282715
	Iteration 3Q: 3 clusters Score -4195892 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4196454.500000 Penalty: 5081.282715
	Iteration 4Q: 3 clusters Score -4196454 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4197152.500000 Penalty: 5081.282715
	Iteration 5Q: 3 clusters Score -4197152 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4198010.500000 Penalty: 5081.282715
	Iteration 6F: 3 clusters Score -4198010 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4199075.500000 Penalty: 5081.282715
	Iteration 7F: 3 clusters Score -4199076 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -4200419.500000 Penalty: 5081.282715
	Iteration 8F: 3 clusters Score -4200420 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -4201898.500000 Penalty: 5081.282715
	Iteration 9F: 3 clusters Score -4201898 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -4203160.500000 Penalty: 5081.282715
	Iteration 10F: 3 clusters Score -4203160 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -4204082.000000 Penalty: 5081.282715
	Iteration 11Q: 3 clusters Score -4204082 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4204680.000000 Penalty: 5081.282715
	Iteration 12Q: 3 clusters Score -4204680 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -4204965.500000 Penalty: 5081.282715
	Iteration 13Q: 3 clusters Score -4204966 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -4205100.500000 Penalty: 5081.282715
	Iteration 14Q: 3 clusters Score -4205100 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4205210.500000 Penalty: 5081.282715
	Iteration 15Q: 3 clusters Score -4205210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4205270.000000 Penalty: 5081.282715
	Iteration 16Q: 3 clusters Score -4205270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4205308.000000 Penalty: 5081.282715
	Iteration 17Q: 3 clusters Score -4205308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4205331.500000 Penalty: 5081.282715
	Iteration 18Q: 3 clusters Score -4205332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4205350.500000 Penalty: 5081.282715
	Iteration 19Q: 3 clusters Score -4205350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4205362.000000 Penalty: 5081.282715
	Iteration 20F: 3 clusters Score -4205362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4205368.500000 Penalty: 5081.282715
	Iteration 21Q: 3 clusters Score -4205368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4205375.500000 Penalty: 5081.282715
	Iteration 22Q: 3 clusters Score -4205376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4205379.000000 Penalty: 5081.282715
	Iteration 23Q: 3 clusters Score -4205379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4205380.500000 Penalty: 5081.282715
	Iteration 24Q: 3 clusters Score -4205380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -4205380.500000 Penalty: 5081.282715
	Iteration 25Q: 3 clusters Score -4205380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4205383.500000 Penalty: 5081.282715
	Iteration 26Q: 3 clusters Score -4205384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4205387.000000 Penalty: 5081.282715
	Iteration 27Q: 3 clusters Score -4205387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4205387.000000 Penalty: 5081.282715
	Iteration 28F: 3 clusters Score -4205387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16667 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 80072 members 
Mstep: Class 7 contains 3696 members 
Mstep: Class 8 contains 3712 members 
Mstep: Class 9 contains 67545 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 11 contains 9950 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 76722 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90824 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 9470 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13208 members 
Mstep: Class 22 contains 36831 members 
Mstep: Class 23 contains 93174 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 7824 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11888 members 
Mstep: Class 29 contains 16462 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 29674 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3716 members 
Mstep: Class 37 contains 11595 members 
Mstep: Class 38 contains 6568 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 8468 members 
Mstep: Class 43 contains 10889 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5056 members 
Mstep: Class 48 contains 28128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 3280.267090 but Gain 3371.828125
Score: -115059320.000000 Penalty: 165219.093750
Iteration 159Q: 50 clusters Score -1.150593e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16382 members 
Mstep: Class 5 contains 8528 members 
Mstep: Class 6 contains 80198 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 3715 members 
Mstep: Class 9 contains 67539 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 3303 members 
Mstep: Class 13 contains 76951 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90919 members 
Mstep: Class 17 contains 11681 members 
Mstep: Class 18 contains 2428 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13205 members 
Mstep: Class 22 contains 36826 members 
Mstep: Class 23 contains 93178 members 
Mstep: Class 25 contains 7841 members 
Mstep: Class 26 contains 29873 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11821 members 
Mstep: Class 29 contains 16470 members 
Mstep: Class 30 contains 6445 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10732 members 
Mstep: Class 33 contains 29680 members 
Mstep: Class 34 contains 7680 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3722 members 
Mstep: Class 37 contains 11593 members 
Mstep: Class 38 contains 6571 members 
Mstep: Class 39 contains 9760 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 656 members 
Mstep: Class 42 contains 8427 members 
Mstep: Class 43 contains 10863 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 851 members 
Mstep: Class 47 contains 5059 members 
Mstep: Class 48 contains 28193 members 
Mstep: Class 49 contains 18257 members 
Mstep: Class 50 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061592.000000 Penalty: 165219.093750
Iteration 160F: 50 clusters Score -1.150616e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 16111 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 80197 members 
Mstep: Class 7 contains 3676 members 
Mstep: Class 8 contains 3711 members 
Mstep: Class 9 contains 67509 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 3300 members 
Mstep: Class 13 contains 76949 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90604 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 9976 members 
Mstep: Class 20 contains 5054 members 
Mstep: Class 21 contains 13202 members 
Mstep: Class 22 contains 36811 members 
Mstep: Class 23 contains 93181 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 29868 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11739 members 
Mstep: Class 29 contains 16481 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10733 members 
Mstep: Class 33 contains 29657 members 
Mstep: Class 34 contains 7677 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 3728 members 
Mstep: Class 37 contains 11578 members 
Mstep: Class 38 contains 6581 members 
Mstep: Class 39 contains 9757 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 631 members 
Mstep: Class 42 contains 8404 members 
Mstep: Class 43 contains 10871 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5063 members 
Mstep: Class 48 contains 28228 members 
Mstep: Class 49 contains 18815 members 
Mstep: Class 50 contains 786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062224.000000 Penalty: 165219.093750
Iteration 161Q: 50 clusters Score -1.150622e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 8473 members 
Mstep: Class 6 contains 80213 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 3713 members 
Mstep: Class 9 contains 67497 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 76934 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90323 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 13191 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 93179 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 29862 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11645 members 
Mstep: Class 29 contains 16491 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10736 members 
Mstep: Class 33 contains 29660 members 
Mstep: Class 34 contains 7675 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 3725 members 
Mstep: Class 37 contains 11562 members 
Mstep: Class 38 contains 6593 members 
Mstep: Class 39 contains 9746 members 
Mstep: Class 40 contains 7918 members 
Mstep: Class 41 contains 634 members 
Mstep: Class 42 contains 8383 members 
Mstep: Class 43 contains 10912 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5062 members 
Mstep: Class 48 contains 28247 members 
Mstep: Class 49 contains 19193 members 
Mstep: Class 50 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062840.000000 Penalty: 165219.093750
Iteration 162Q: 50 clusters Score -1.150628e+08 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 15608 members 
Mstep: Class 5 contains 8458 members 
Mstep: Class 6 contains 80214 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 3721 members 
Mstep: Class 9 contains 67495 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 9933 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 76901 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 90046 members 
Mstep: Class 17 contains 11680 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 5055 members 
Mstep: Class 21 contains 13184 members 
Mstep: Class 22 contains 36792 members 
Mstep: Class 23 contains 93189 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 29863 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11570 members 
Mstep: Class 29 contains 16496 members 
Mstep: Class 30 contains 6400 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10747 members 
Mstep: Class 33 contains 29680 members 
Mstep: Class 34 contains 7674 members 
Mstep: Class 35 contains 466 members 
Mstep: Class 36 contains 3721 members 
Mstep: Class 37 contains 11553 members 
Mstep: Class 38 contains 6591 members 
Mstep: Class 39 contains 9740 members 
Mstep: Class 40 contains 7920 members 
Mstep: Class 41 contains 640 members 
Mstep: Class 42 contains 8356 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28272 members 
Mstep: Class 49 contains 19487 members 
Mstep: Class 50 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063200.000000 Penalty: 165219.093750
Iteration 163Q: 50 clusters Score -1.150632e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 15360 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 80220 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 67497 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 11 contains 9935 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 76887 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 89798 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 10857 members 
Mstep: Class 20 contains 5059 members 
Mstep: Class 21 contains 13168 members 
Mstep: Class 22 contains 36781 members 
Mstep: Class 23 contains 93194 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 29863 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11486 members 
Mstep: Class 29 contains 16506 members 
Mstep: Class 30 contains 6392 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10763 members 
Mstep: Class 33 contains 29693 members 
Mstep: Class 34 contains 7674 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 3723 members 
Mstep: Class 37 contains 11546 members 
Mstep: Class 38 contains 6599 members 
Mstep: Class 39 contains 9734 members 
Mstep: Class 40 contains 7920 members 
Mstep: Class 41 contains 647 members 
Mstep: Class 42 contains 8317 members 
Mstep: Class 43 contains 10974 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5063 members 
Mstep: Class 48 contains 28298 members 
Mstep: Class 49 contains 19725 members 
Mstep: Class 50 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063736.000000 Penalty: 165219.093750
Iteration 164Q: 50 clusters Score -1.150637e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 15144 members 
Mstep: Class 5 contains 8451 members 
Mstep: Class 6 contains 80230 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 67503 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 76860 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 89605 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 11156 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 13152 members 
Mstep: Class 22 contains 36766 members 
Mstep: Class 23 contains 93195 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29867 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11417 members 
Mstep: Class 29 contains 16514 members 
Mstep: Class 30 contains 6374 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10783 members 
Mstep: Class 33 contains 29701 members 
Mstep: Class 34 contains 7674 members 
Mstep: Class 35 contains 471 members 
Mstep: Class 36 contains 3733 members 
Mstep: Class 37 contains 11536 members 
Mstep: Class 38 contains 6607 members 
Mstep: Class 39 contains 9721 members 
Mstep: Class 40 contains 7919 members 
Mstep: Class 41 contains 664 members 
Mstep: Class 42 contains 8267 members 
Mstep: Class 43 contains 10994 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28332 members 
Mstep: Class 49 contains 19910 members 
Mstep: Class 50 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064104.000000 Penalty: 165219.093750
Iteration 165Q: 50 clusters Score -1.150641e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 14959 members 
Mstep: Class 5 contains 8447 members 
Mstep: Class 6 contains 80266 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 3726 members 
Mstep: Class 9 contains 67511 members 
Mstep: Class 10 contains 14602 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 76857 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 89442 members 
Mstep: Class 17 contains 11679 members 
Mstep: Class 18 contains 2424 members 
Mstep: Class 19 contains 11443 members 
Mstep: Class 20 contains 5065 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 36748 members 
Mstep: Class 23 contains 93201 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29860 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 16516 members 
Mstep: Class 30 contains 6356 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10794 members 
Mstep: Class 33 contains 29703 members 
Mstep: Class 34 contains 7672 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 3743 members 
Mstep: Class 37 contains 11527 members 
Mstep: Class 38 contains 6607 members 
Mstep: Class 39 contains 9700 members 
Mstep: Class 40 contains 7921 members 
Mstep: Class 41 contains 692 members 
Mstep: Class 42 contains 8220 members 
Mstep: Class 43 contains 10996 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2887 members 
Mstep: Class 46 contains 852 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28368 members 
Mstep: Class 49 contains 20053 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064816.000000 Penalty: 165219.093750
Iteration 166Q: 50 clusters Score -1.150648e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14810 members 
Mstep: Class 5 contains 8440 members 
Mstep: Class 6 contains 80281 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 67509 members 
Mstep: Class 10 contains 14604 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 76831 members 
Mstep: Class 14 contains 5174 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 89318 members 
Mstep: Class 17 contains 11677 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 11684 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 22 contains 36727 members 
Mstep: Class 23 contains 93194 members 
Mstep: Class 25 contains 7846 members 
Mstep: Class 26 contains 29849 members 
Mstep: Class 27 contains 6524 members 
Mstep: Class 28 contains 11274 members 
Mstep: Class 29 contains 16510 members 
Mstep: Class 30 contains 6361 members 
Mstep: Class 31 contains 1197 members 
Mstep: Class 32 contains 10812 members 
Mstep: Class 33 contains 29692 members 
Mstep: Class 34 contains 7676 members 
Mstep: Class 35 contains 496 members 
Mstep: Class 36 contains 3748 members 
Mstep: Class 37 contains 11522 members 
Mstep: Class 38 contains 6604 members 
Mstep: Class 39 contains 9687 members 
Mstep: Class 40 contains 7922 members 
Mstep: Class 41 contains 739 members 
Mstep: Class 42 contains 8192 members 
Mstep: Class 43 contains 11002 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2888 members 
Mstep: Class 46 contains 853 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28403 members 
Mstep: Class 49 contains 20169 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065400.000000 Penalty: 165219.093750
Iteration 167Q: 50 clusters Score -1.150654e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14700 members 
Mstep: Class 5 contains 8433 members 
Mstep: Class 6 contains 80289 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 3737 members 
Mstep: Class 9 contains 67500 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3209 members 
Mstep: Class 13 contains 76742 members 
Mstep: Class 14 contains 5194 members 
Mstep: Class 15 contains 658 members 
Mstep: Class 16 contains 89196 members 
Mstep: Class 17 contains 11676 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 11878 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 13088 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 93194 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 29836 members 
Mstep: Class 27 contains 6525 members 
Mstep: Class 28 contains 11225 members 
Mstep: Class 29 contains 16505 members 
Mstep: Class 30 contains 6357 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 10832 members 
Mstep: Class 33 contains 29668 members 
Mstep: Class 34 contains 7683 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 3751 members 
Mstep: Class 37 contains 11522 members 
Mstep: Class 38 contains 6617 members 
Mstep: Class 39 contains 9675 members 
Mstep: Class 40 contains 7922 members 
Mstep: Class 41 contains 751 members 
Mstep: Class 42 contains 8161 members 
Mstep: Class 43 contains 11001 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2888 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28434 members 
Mstep: Class 49 contains 20259 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065936.000000 Penalty: 165219.093750
Iteration 168Q: 50 clusters Score -1.150659e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14613 members 
Mstep: Class 5 contains 8428 members 
Mstep: Class 6 contains 80306 members 
Mstep: Class 7 contains 3844 members 
Mstep: Class 8 contains 3740 members 
Mstep: Class 9 contains 67496 members 
Mstep: Class 10 contains 14614 members 
Mstep: Class 11 contains 9936 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 13 contains 76701 members 
Mstep: Class 14 contains 5215 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 89073 members 
Mstep: Class 17 contains 11674 members 
Mstep: Class 18 contains 2412 members 
Mstep: Class 19 contains 12038 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 13068 members 
Mstep: Class 22 contains 36684 members 
Mstep: Class 23 contains 93193 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 29826 members 
Mstep: Class 27 contains 6525 members 
Mstep: Class 28 contains 11171 members 
Mstep: Class 29 contains 16507 members 
Mstep: Class 30 contains 6350 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 10846 members 
Mstep: Class 33 contains 29639 members 
Mstep: Class 34 contains 7675 members 
Mstep: Class 35 contains 546 members 
Mstep: Class 36 contains 3753 members 
Mstep: Class 37 contains 11520 members 
Mstep: Class 38 contains 6624 members 
Mstep: Class 39 contains 9664 members 
Mstep: Class 40 contains 7924 members 
Mstep: Class 41 contains 736 members 
Mstep: Class 42 contains 8131 members 
Mstep: Class 43 contains 10997 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2888 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5063 members 
Mstep: Class 48 contains 28461 members 
Mstep: Class 49 contains 20343 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066304.000000 Penalty: 165219.093750
Iteration 169Q: 50 clusters Score -1.150663e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 5 contains 8426 members 
Mstep: Class 6 contains 80317 members 
Mstep: Class 7 contains 3924 members 
Mstep: Class 8 contains 3732 members 
Mstep: Class 9 contains 67488 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 11 contains 9935 members 
Mstep: Class 12 contains 3197 members 
Mstep: Class 13 contains 76665 members 
Mstep: Class 14 contains 5243 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88985 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 12177 members 
Mstep: Class 20 contains 5070 members 
Mstep: Class 21 contains 13054 members 
Mstep: Class 22 contains 36667 members 
Mstep: Class 23 contains 93207 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 29815 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 16509 members 
Mstep: Class 30 contains 6318 members 
Mstep: Class 31 contains 1196 members 
Mstep: Class 32 contains 10856 members 
Mstep: Class 33 contains 29617 members 
Mstep: Class 34 contains 7671 members 
Mstep: Class 35 contains 584 members 
Mstep: Class 36 contains 3760 members 
Mstep: Class 37 contains 11517 members 
Mstep: Class 38 contains 6644 members 
Mstep: Class 39 contains 9654 members 
Mstep: Class 40 contains 7925 members 
Mstep: Class 41 contains 710 members 
Mstep: Class 42 contains 8109 members 
Mstep: Class 43 contains 10985 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2889 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5064 members 
Mstep: Class 48 contains 28498 members 
Mstep: Class 49 contains 20402 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066208.000000 Penalty: 165219.093750
Iteration 170Q: 50 clusters Score -1.150662e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14502 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 80331 members 
Mstep: Class 7 contains 3975 members 
Mstep: Class 8 contains 3730 members 
Mstep: Class 9 contains 67484 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 76648 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88911 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 12286 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 13035 members 
Mstep: Class 22 contains 36659 members 
Mstep: Class 23 contains 93201 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29812 members 
Mstep: Class 27 contains 6526 members 
Mstep: Class 28 contains 11061 members 
Mstep: Class 29 contains 16509 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10861 members 
Mstep: Class 33 contains 29582 members 
Mstep: Class 34 contains 7669 members 
Mstep: Class 35 contains 609 members 
Mstep: Class 36 contains 3763 members 
Mstep: Class 37 contains 11510 members 
Mstep: Class 38 contains 6667 members 
Mstep: Class 39 contains 9649 members 
Mstep: Class 40 contains 7926 members 
Mstep: Class 41 contains 688 members 
Mstep: Class 42 contains 8074 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2889 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5073 members 
Mstep: Class 48 contains 28529 members 
Mstep: Class 49 contains 20444 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066272.000000 Penalty: 165219.093750
Iteration 171Q: 50 clusters Score -1.150663e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14467 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 80365 members 
Mstep: Class 7 contains 4023 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 67476 members 
Mstep: Class 10 contains 14607 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 3189 members 
Mstep: Class 13 contains 76609 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88851 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 12375 members 
Mstep: Class 20 contains 5071 members 
Mstep: Class 21 contains 13021 members 
Mstep: Class 22 contains 36649 members 
Mstep: Class 23 contains 93197 members 
Mstep: Class 25 contains 7874 members 
Mstep: Class 26 contains 29810 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 11011 members 
Mstep: Class 29 contains 16519 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10867 members 
Mstep: Class 33 contains 29557 members 
Mstep: Class 34 contains 7662 members 
Mstep: Class 35 contains 621 members 
Mstep: Class 36 contains 3770 members 
Mstep: Class 37 contains 11505 members 
Mstep: Class 38 contains 6688 members 
Mstep: Class 39 contains 9648 members 
Mstep: Class 40 contains 7927 members 
Mstep: Class 41 contains 680 members 
Mstep: Class 42 contains 8041 members 
Mstep: Class 43 contains 10973 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2889 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5077 members 
Mstep: Class 48 contains 28559 members 
Mstep: Class 49 contains 20468 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066280.000000 Penalty: 165219.093750
Iteration 172Q: 50 clusters Score -1.150663e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14447 members 
Mstep: Class 5 contains 8423 members 
Mstep: Class 6 contains 80385 members 
Mstep: Class 7 contains 4053 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 67469 members 
Mstep: Class 10 contains 14601 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 76583 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88799 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 12425 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 13015 members 
Mstep: Class 22 contains 36641 members 
Mstep: Class 23 contains 93197 members 
Mstep: Class 25 contains 7889 members 
Mstep: Class 26 contains 29802 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 10986 members 
Mstep: Class 29 contains 16520 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10876 members 
Mstep: Class 33 contains 29539 members 
Mstep: Class 34 contains 7652 members 
Mstep: Class 35 contains 629 members 
Mstep: Class 36 contains 3773 members 
Mstep: Class 37 contains 11502 members 
Mstep: Class 38 contains 6706 members 
Mstep: Class 39 contains 9646 members 
Mstep: Class 40 contains 7932 members 
Mstep: Class 41 contains 674 members 
Mstep: Class 42 contains 8011 members 
Mstep: Class 43 contains 10968 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2890 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5082 members 
Mstep: Class 48 contains 28594 members 
Mstep: Class 49 contains 20488 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066248.000000 Penalty: 165219.093750
Iteration 173Q: 50 clusters Score -1.150662e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14430 members 
Mstep: Class 5 contains 8421 members 
Mstep: Class 6 contains 80393 members 
Mstep: Class 7 contains 4103 members 
Mstep: Class 8 contains 3736 members 
Mstep: Class 9 contains 67456 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 11 contains 9934 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 76539 members 
Mstep: Class 14 contains 5307 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88756 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 12474 members 
Mstep: Class 20 contains 5068 members 
Mstep: Class 21 contains 13010 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 93199 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 29804 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 10963 members 
Mstep: Class 29 contains 16526 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10888 members 
Mstep: Class 33 contains 29504 members 
Mstep: Class 34 contains 7643 members 
Mstep: Class 35 contains 639 members 
Mstep: Class 36 contains 3779 members 
Mstep: Class 37 contains 11502 members 
Mstep: Class 38 contains 6719 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7939 members 
Mstep: Class 41 contains 672 members 
Mstep: Class 42 contains 7987 members 
Mstep: Class 43 contains 10964 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2891 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5094 members 
Mstep: Class 48 contains 28617 members 
Mstep: Class 49 contains 20512 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066336.000000 Penalty: 165219.093750
Iteration 174Q: 50 clusters Score -1.150663e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14412 members 
Mstep: Class 5 contains 8420 members 
Mstep: Class 6 contains 80391 members 
Mstep: Class 7 contains 4140 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 67447 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 9935 members 
Mstep: Class 12 contains 3178 members 
Mstep: Class 13 contains 76523 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88711 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 12522 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 13001 members 
Mstep: Class 22 contains 36627 members 
Mstep: Class 23 contains 93207 members 
Mstep: Class 25 contains 7906 members 
Mstep: Class 26 contains 29803 members 
Mstep: Class 27 contains 6527 members 
Mstep: Class 28 contains 10929 members 
Mstep: Class 29 contains 16522 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10893 members 
Mstep: Class 33 contains 29492 members 
Mstep: Class 34 contains 7642 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 3783 members 
Mstep: Class 37 contains 11493 members 
Mstep: Class 38 contains 6733 members 
Mstep: Class 39 contains 9642 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7951 members 
Mstep: Class 43 contains 10959 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2891 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5105 members 
Mstep: Class 48 contains 28637 members 
Mstep: Class 49 contains 20538 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066288.000000 Penalty: 165219.093750
Iteration 175Q: 50 clusters Score -1.150663e+08 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 8418 members 
Mstep: Class 6 contains 80404 members 
Mstep: Class 7 contains 4173 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 67445 members 
Mstep: Class 10 contains 14587 members 
Mstep: Class 11 contains 9932 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 76502 members 
Mstep: Class 14 contains 5336 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88680 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 12564 members 
Mstep: Class 20 contains 5063 members 
Mstep: Class 21 contains 12998 members 
Mstep: Class 22 contains 36620 members 
Mstep: Class 23 contains 93216 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 29797 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10891 members 
Mstep: Class 29 contains 16526 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10898 members 
Mstep: Class 33 contains 29468 members 
Mstep: Class 34 contains 7635 members 
Mstep: Class 35 contains 649 members 
Mstep: Class 36 contains 3793 members 
Mstep: Class 37 contains 11487 members 
Mstep: Class 38 contains 6733 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7957 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7924 members 
Mstep: Class 43 contains 10967 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2891 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5114 members 
Mstep: Class 48 contains 28653 members 
Mstep: Class 49 contains 20567 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066480.000000 Penalty: 165219.093750
Iteration 176Q: 50 clusters Score -1.150665e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14402 members 
Mstep: Class 5 contains 8417 members 
Mstep: Class 6 contains 80412 members 
Mstep: Class 7 contains 4201 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 67439 members 
Mstep: Class 10 contains 14577 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 76465 members 
Mstep: Class 14 contains 5346 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88641 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 12606 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 12987 members 
Mstep: Class 22 contains 36616 members 
Mstep: Class 23 contains 93225 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 29791 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10868 members 
Mstep: Class 29 contains 16525 members 
Mstep: Class 30 contains 6305 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10903 members 
Mstep: Class 33 contains 29446 members 
Mstep: Class 34 contains 7628 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 3802 members 
Mstep: Class 37 contains 11481 members 
Mstep: Class 38 contains 6739 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7963 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7918 members 
Mstep: Class 43 contains 10963 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2893 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5123 members 
Mstep: Class 48 contains 28676 members 
Mstep: Class 49 contains 20591 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066720.000000 Penalty: 165219.093750
Iteration 177Q: 50 clusters Score -1.150667e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14395 members 
Mstep: Class 5 contains 8414 members 
Mstep: Class 6 contains 80427 members 
Mstep: Class 7 contains 4225 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 67429 members 
Mstep: Class 10 contains 14568 members 
Mstep: Class 11 contains 9926 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 76454 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88608 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 12638 members 
Mstep: Class 20 contains 5064 members 
Mstep: Class 21 contains 12982 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 93230 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 29789 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10831 members 
Mstep: Class 29 contains 16533 members 
Mstep: Class 30 contains 6297 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10909 members 
Mstep: Class 33 contains 29420 members 
Mstep: Class 34 contains 7628 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 3809 members 
Mstep: Class 37 contains 11473 members 
Mstep: Class 38 contains 6753 members 
Mstep: Class 39 contains 9642 members 
Mstep: Class 40 contains 7969 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7911 members 
Mstep: Class 43 contains 10965 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2894 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5121 members 
Mstep: Class 48 contains 28697 members 
Mstep: Class 49 contains 20612 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066688.000000 Penalty: 165219.093750
Iteration 178Q: 50 clusters Score -1.150667e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14389 members 
Mstep: Class 5 contains 8412 members 
Mstep: Class 6 contains 80426 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 67424 members 
Mstep: Class 10 contains 14558 members 
Mstep: Class 11 contains 9924 members 
Mstep: Class 12 contains 3170 members 
Mstep: Class 13 contains 76435 members 
Mstep: Class 14 contains 5362 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88574 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12667 members 
Mstep: Class 20 contains 5061 members 
Mstep: Class 21 contains 12971 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 93237 members 
Mstep: Class 25 contains 7913 members 
Mstep: Class 26 contains 29787 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10797 members 
Mstep: Class 29 contains 16545 members 
Mstep: Class 30 contains 6302 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10914 members 
Mstep: Class 33 contains 29391 members 
Mstep: Class 34 contains 7629 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 3814 members 
Mstep: Class 37 contains 11468 members 
Mstep: Class 38 contains 6772 members 
Mstep: Class 39 contains 9640 members 
Mstep: Class 40 contains 7974 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7907 members 
Mstep: Class 43 contains 10967 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 2897 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5126 members 
Mstep: Class 48 contains 28716 members 
Mstep: Class 49 contains 20632 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066696.000000 Penalty: 165219.093750
Iteration 179Q: 50 clusters Score -1.150667e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14384 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 6 contains 80428 members 
Mstep: Class 7 contains 4251 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 67417 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 3168 members 
Mstep: Class 13 contains 76397 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88543 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 21 contains 12958 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 93243 members 
Mstep: Class 25 contains 7918 members 
Mstep: Class 26 contains 29785 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10765 members 
Mstep: Class 29 contains 16574 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 29370 members 
Mstep: Class 34 contains 7627 members 
Mstep: Class 35 contains 654 members 
Mstep: Class 36 contains 3817 members 
Mstep: Class 37 contains 11464 members 
Mstep: Class 38 contains 6775 members 
Mstep: Class 39 contains 9640 members 
Mstep: Class 40 contains 7977 members 
Mstep: Class 41 contains 671 members 
Mstep: Class 42 contains 7911 members 
Mstep: Class 43 contains 10969 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2898 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5128 members 
Mstep: Class 48 contains 28738 members 
Mstep: Class 49 contains 20648 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066800.000000 Penalty: 165219.093750
Iteration 180F: 50 clusters Score -1.150668e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 8412 members 
Mstep: Class 6 contains 80433 members 
Mstep: Class 7 contains 4264 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 67418 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9916 members 
Mstep: Class 12 contains 3166 members 
Mstep: Class 13 contains 76362 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88511 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12734 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 22 contains 36617 members 
Mstep: Class 23 contains 93257 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 29781 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10726 members 
Mstep: Class 29 contains 16606 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10925 members 
Mstep: Class 33 contains 29353 members 
Mstep: Class 34 contains 7623 members 
Mstep: Class 35 contains 679 members 
Mstep: Class 36 contains 3815 members 
Mstep: Class 37 contains 11462 members 
Mstep: Class 38 contains 6773 members 
Mstep: Class 39 contains 9641 members 
Mstep: Class 40 contains 7979 members 
Mstep: Class 41 contains 648 members 
Mstep: Class 42 contains 7901 members 
Mstep: Class 43 contains 10965 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2898 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5141 members 
Mstep: Class 48 contains 28762 members 
Mstep: Class 49 contains 20654 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066912.000000 Penalty: 165219.093750
Iteration 181Q: 50 clusters Score -1.150669e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14382 members 
Mstep: Class 5 contains 8409 members 
Mstep: Class 6 contains 80426 members 
Mstep: Class 7 contains 4270 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 67413 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9916 members 
Mstep: Class 12 contains 3160 members 
Mstep: Class 13 contains 76346 members 
Mstep: Class 14 contains 5376 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 88475 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12762 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 12928 members 
Mstep: Class 22 contains 36618 members 
Mstep: Class 23 contains 93261 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 29780 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10721 members 
Mstep: Class 29 contains 16635 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10931 members 
Mstep: Class 33 contains 29336 members 
Mstep: Class 34 contains 7624 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 3823 members 
Mstep: Class 37 contains 11463 members 
Mstep: Class 38 contains 6768 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7979 members 
Mstep: Class 41 contains 641 members 
Mstep: Class 42 contains 7897 members 
Mstep: Class 43 contains 10955 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2898 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5152 members 
Mstep: Class 48 contains 28785 members 
Mstep: Class 49 contains 20666 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067224.000000 Penalty: 165219.093750
Iteration 182Q: 50 clusters Score -1.150672e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14381 members 
Mstep: Class 5 contains 8407 members 
Mstep: Class 6 contains 80431 members 
Mstep: Class 7 contains 4274 members 
Mstep: Class 8 contains 3740 members 
Mstep: Class 9 contains 67402 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 9911 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 76318 members 
Mstep: Class 14 contains 5382 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88451 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12790 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 12913 members 
Mstep: Class 22 contains 36625 members 
Mstep: Class 23 contains 93258 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 29781 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10717 members 
Mstep: Class 29 contains 16668 members 
Mstep: Class 30 contains 6316 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10939 members 
Mstep: Class 33 contains 29318 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 3826 members 
Mstep: Class 37 contains 11458 members 
Mstep: Class 38 contains 6763 members 
Mstep: Class 39 contains 9642 members 
Mstep: Class 40 contains 7981 members 
Mstep: Class 41 contains 636 members 
Mstep: Class 42 contains 7899 members 
Mstep: Class 43 contains 10950 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2899 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5157 members 
Mstep: Class 48 contains 28816 members 
Mstep: Class 49 contains 20679 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067280.000000 Penalty: 165219.093750
Iteration 183Q: 50 clusters Score -1.150673e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14376 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 6 contains 80441 members 
Mstep: Class 7 contains 4276 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 67397 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 3150 members 
Mstep: Class 13 contains 76287 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88437 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 12823 members 
Mstep: Class 20 contains 5066 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 36624 members 
Mstep: Class 23 contains 93262 members 
Mstep: Class 25 contains 7909 members 
Mstep: Class 26 contains 29780 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10709 members 
Mstep: Class 29 contains 16694 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1194 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 29298 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 697 members 
Mstep: Class 36 contains 3831 members 
Mstep: Class 37 contains 11455 members 
Mstep: Class 38 contains 6768 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7982 members 
Mstep: Class 41 contains 632 members 
Mstep: Class 42 contains 7901 members 
Mstep: Class 43 contains 10941 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5158 members 
Mstep: Class 48 contains 28833 members 
Mstep: Class 49 contains 20674 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067296.000000 Penalty: 165219.093750
Iteration 184Q: 50 clusters Score -1.150673e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14372 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 6 contains 80447 members 
Mstep: Class 7 contains 4281 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 67395 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 76276 members 
Mstep: Class 14 contains 5390 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88422 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12848 members 
Mstep: Class 20 contains 5072 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 36621 members 
Mstep: Class 23 contains 93259 members 
Mstep: Class 25 contains 7901 members 
Mstep: Class 26 contains 29769 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10714 members 
Mstep: Class 29 contains 16721 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10947 members 
Mstep: Class 33 contains 29276 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 699 members 
Mstep: Class 36 contains 3831 members 
Mstep: Class 37 contains 11454 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 9644 members 
Mstep: Class 40 contains 7985 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7893 members 
Mstep: Class 43 contains 10931 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5172 members 
Mstep: Class 48 contains 28846 members 
Mstep: Class 49 contains 20675 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067472.000000 Penalty: 165219.093750
Iteration 185Q: 50 clusters Score -1.150675e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 80448 members 
Mstep: Class 7 contains 4291 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 67387 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 3140 members 
Mstep: Class 13 contains 76279 members 
Mstep: Class 14 contains 5391 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88408 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12872 members 
Mstep: Class 20 contains 5075 members 
Mstep: Class 21 contains 12883 members 
Mstep: Class 22 contains 36626 members 
Mstep: Class 23 contains 93257 members 
Mstep: Class 25 contains 7898 members 
Mstep: Class 26 contains 29762 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10700 members 
Mstep: Class 29 contains 16738 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10949 members 
Mstep: Class 33 contains 29253 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 3833 members 
Mstep: Class 37 contains 11456 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 9644 members 
Mstep: Class 40 contains 7987 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7885 members 
Mstep: Class 43 contains 10925 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5179 members 
Mstep: Class 48 contains 28860 members 
Mstep: Class 49 contains 20686 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067376.000000 Penalty: 165219.093750
Iteration 186Q: 50 clusters Score -1.150674e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 80446 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 67381 members 
Mstep: Class 10 contains 14531 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 76270 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88380 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 12886 members 
Mstep: Class 20 contains 5081 members 
Mstep: Class 21 contains 12874 members 
Mstep: Class 22 contains 36620 members 
Mstep: Class 23 contains 93260 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 29754 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10695 members 
Mstep: Class 29 contains 16769 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 29238 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 3838 members 
Mstep: Class 37 contains 11456 members 
Mstep: Class 38 contains 6810 members 
Mstep: Class 39 contains 9643 members 
Mstep: Class 40 contains 7987 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7885 members 
Mstep: Class 43 contains 10926 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5186 members 
Mstep: Class 48 contains 28874 members 
Mstep: Class 49 contains 20697 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067512.000000 Penalty: 165219.093750
Iteration 187Q: 50 clusters Score -1.150675e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14375 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 80439 members 
Mstep: Class 7 contains 4292 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 67375 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 76256 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88360 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 12918 members 
Mstep: Class 20 contains 5084 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 22 contains 36614 members 
Mstep: Class 23 contains 93270 members 
Mstep: Class 25 contains 7887 members 
Mstep: Class 26 contains 29753 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 16792 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10953 members 
Mstep: Class 33 contains 29234 members 
Mstep: Class 34 contains 7618 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 3843 members 
Mstep: Class 37 contains 11453 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 9641 members 
Mstep: Class 40 contains 7989 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7877 members 
Mstep: Class 43 contains 10924 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5189 members 
Mstep: Class 48 contains 28886 members 
Mstep: Class 49 contains 20704 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067520.000000 Penalty: 165219.093750
Iteration 188Q: 50 clusters Score -1.150675e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14375 members 
Mstep: Class 5 contains 8388 members 
Mstep: Class 6 contains 80439 members 
Mstep: Class 7 contains 4296 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 67378 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 3137 members 
Mstep: Class 13 contains 76222 members 
Mstep: Class 14 contains 5396 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88350 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12935 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 21 contains 12855 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 93279 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 29749 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10650 members 
Mstep: Class 29 contains 16812 members 
Mstep: Class 30 contains 6318 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10954 members 
Mstep: Class 33 contains 29224 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 700 members 
Mstep: Class 36 contains 3846 members 
Mstep: Class 37 contains 11451 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 9641 members 
Mstep: Class 40 contains 7993 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7879 members 
Mstep: Class 43 contains 10920 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5188 members 
Mstep: Class 48 contains 28904 members 
Mstep: Class 49 contains 20713 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067464.000000 Penalty: 165219.093750
Iteration 189Q: 50 clusters Score -1.150675e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 80442 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 3745 members 
Mstep: Class 9 contains 67375 members 
Mstep: Class 10 contains 14521 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 3135 members 
Mstep: Class 13 contains 76189 members 
Mstep: Class 14 contains 5397 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88340 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 12946 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 21 contains 12848 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 93290 members 
Mstep: Class 25 contains 7894 members 
Mstep: Class 26 contains 29744 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10639 members 
Mstep: Class 29 contains 16823 members 
Mstep: Class 30 contains 6319 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 29208 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3848 members 
Mstep: Class 37 contains 11451 members 
Mstep: Class 38 contains 6824 members 
Mstep: Class 39 contains 9640 members 
Mstep: Class 40 contains 7997 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7884 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5197 members 
Mstep: Class 48 contains 28916 members 
Mstep: Class 49 contains 20724 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067568.000000 Penalty: 165219.093750
Iteration 190Q: 50 clusters Score -1.150676e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 6 contains 80445 members 
Mstep: Class 7 contains 4307 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 67372 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 9895 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 76164 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88328 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 12964 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 21 contains 12839 members 
Mstep: Class 22 contains 36607 members 
Mstep: Class 23 contains 93300 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 29742 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10623 members 
Mstep: Class 29 contains 16841 members 
Mstep: Class 30 contains 6322 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10959 members 
Mstep: Class 33 contains 29185 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3850 members 
Mstep: Class 37 contains 11451 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 9639 members 
Mstep: Class 40 contains 7999 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7889 members 
Mstep: Class 43 contains 10914 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5203 members 
Mstep: Class 48 contains 28929 members 
Mstep: Class 49 contains 20731 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067552.000000 Penalty: 165219.093750
Iteration 191Q: 50 clusters Score -1.150676e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14374 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 6 contains 80451 members 
Mstep: Class 7 contains 4313 members 
Mstep: Class 8 contains 3740 members 
Mstep: Class 9 contains 67372 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76137 members 
Mstep: Class 14 contains 5398 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88315 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 12982 members 
Mstep: Class 20 contains 5087 members 
Mstep: Class 21 contains 12835 members 
Mstep: Class 22 contains 36606 members 
Mstep: Class 23 contains 93305 members 
Mstep: Class 25 contains 7893 members 
Mstep: Class 26 contains 29740 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 10617 members 
Mstep: Class 29 contains 16862 members 
Mstep: Class 30 contains 6327 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10962 members 
Mstep: Class 33 contains 29174 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3848 members 
Mstep: Class 37 contains 11455 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 8000 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7889 members 
Mstep: Class 43 contains 10912 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5212 members 
Mstep: Class 48 contains 28936 members 
Mstep: Class 49 contains 20734 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 165219.093750
Iteration 192Q: 50 clusters Score -1.150675e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14371 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80440 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 8 contains 3740 members 
Mstep: Class 9 contains 67374 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 9893 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76107 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88306 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13000 members 
Mstep: Class 20 contains 5083 members 
Mstep: Class 21 contains 12831 members 
Mstep: Class 22 contains 36605 members 
Mstep: Class 23 contains 93315 members 
Mstep: Class 25 contains 7895 members 
Mstep: Class 26 contains 29739 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 10610 members 
Mstep: Class 29 contains 16882 members 
Mstep: Class 30 contains 6321 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10965 members 
Mstep: Class 33 contains 29168 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3850 members 
Mstep: Class 37 contains 11447 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8001 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7893 members 
Mstep: Class 43 contains 10912 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5224 members 
Mstep: Class 48 contains 28947 members 
Mstep: Class 49 contains 20741 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067712.000000 Penalty: 165219.093750
Iteration 193Q: 50 clusters Score -1.150677e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14370 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 80445 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 3739 members 
Mstep: Class 9 contains 67371 members 
Mstep: Class 10 contains 14529 members 
Mstep: Class 11 contains 9889 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 76088 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88303 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13014 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 12824 members 
Mstep: Class 22 contains 36612 members 
Mstep: Class 23 contains 93320 members 
Mstep: Class 25 contains 7892 members 
Mstep: Class 26 contains 29734 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 16897 members 
Mstep: Class 30 contains 6318 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10967 members 
Mstep: Class 33 contains 29160 members 
Mstep: Class 34 contains 7615 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3851 members 
Mstep: Class 37 contains 11446 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8001 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7895 members 
Mstep: Class 43 contains 10912 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5230 members 
Mstep: Class 48 contains 28954 members 
Mstep: Class 49 contains 20743 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067568.000000 Penalty: 165219.093750
Iteration 194Q: 50 clusters Score -1.150676e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14366 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80450 members 
Mstep: Class 7 contains 4316 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 67366 members 
Mstep: Class 10 contains 14525 members 
Mstep: Class 11 contains 9889 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 76077 members 
Mstep: Class 14 contains 5401 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88297 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13024 members 
Mstep: Class 20 contains 5086 members 
Mstep: Class 21 contains 12823 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 93324 members 
Mstep: Class 25 contains 7897 members 
Mstep: Class 26 contains 29732 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 16911 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10969 members 
Mstep: Class 33 contains 29154 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3855 members 
Mstep: Class 37 contains 11443 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8003 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7892 members 
Mstep: Class 43 contains 10909 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5235 members 
Mstep: Class 48 contains 28960 members 
Mstep: Class 49 contains 20754 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067504.000000 Penalty: 165219.093750
Iteration 195Q: 50 clusters Score -1.150675e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14365 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80461 members 
Mstep: Class 7 contains 4315 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 67364 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 9887 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 76076 members 
Mstep: Class 14 contains 5403 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88294 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 5090 members 
Mstep: Class 21 contains 12822 members 
Mstep: Class 22 contains 36609 members 
Mstep: Class 23 contains 93325 members 
Mstep: Class 25 contains 7896 members 
Mstep: Class 26 contains 29723 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 16927 members 
Mstep: Class 30 contains 6304 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10971 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3855 members 
Mstep: Class 37 contains 11442 members 
Mstep: Class 38 contains 6808 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8003 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 10911 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5246 members 
Mstep: Class 48 contains 28970 members 
Mstep: Class 49 contains 20757 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 165219.093750
Iteration 196Q: 50 clusters Score -1.150675e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14367 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80461 members 
Mstep: Class 7 contains 4318 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 67364 members 
Mstep: Class 10 contains 14528 members 
Mstep: Class 11 contains 9884 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 76071 members 
Mstep: Class 14 contains 5405 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88279 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12816 members 
Mstep: Class 22 contains 36610 members 
Mstep: Class 23 contains 93328 members 
Mstep: Class 25 contains 7886 members 
Mstep: Class 26 contains 29720 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 16938 members 
Mstep: Class 30 contains 6303 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10972 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3858 members 
Mstep: Class 37 contains 11440 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8006 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7890 members 
Mstep: Class 43 contains 10915 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5251 members 
Mstep: Class 48 contains 28985 members 
Mstep: Class 49 contains 20760 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 197Q: 50 clusters Score -1.150677e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80458 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 67362 members 
Mstep: Class 10 contains 14532 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76052 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88269 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 13050 members 
Mstep: Class 20 contains 5091 members 
Mstep: Class 21 contains 12813 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 93330 members 
Mstep: Class 25 contains 7890 members 
Mstep: Class 26 contains 29717 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10524 members 
Mstep: Class 29 contains 16944 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 29136 members 
Mstep: Class 34 contains 7618 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3855 members 
Mstep: Class 37 contains 11441 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8009 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7883 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5257 members 
Mstep: Class 48 contains 28998 members 
Mstep: Class 49 contains 20760 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067576.000000 Penalty: 165219.093750
Iteration 198Q: 50 clusters Score -1.150676e+08 nChanged 208
Entering ConstructFrom: 
Score: -115067576.000000 Penalty: 165219.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -100032.492188 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -100032.5 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 434 members 
Entering Unmasked Estep 
Score: -98492.765625 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -98492.77 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99240.359375 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -99240.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -99618.421875 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -99618.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -99827.359375 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -99827.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -99930.132812 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -99930.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -99988.984375 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -99988.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -100011.953125 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -100012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -100026.812500 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -100026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -100051.468750 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -100051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -100060.273438 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -100060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -100063.523438 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -100063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -100068.398438 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -100068.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -100078.773438 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -100078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -100079.984375 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -100080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -100079.984375 Penalty: 3360.581787
	Iteration 14F: 3 clusters Score -100080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80469 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67365 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76037 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88257 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 93331 members 
Mstep: Class 24 contains 175 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 29717 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 16954 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3857 members 
Mstep: Class 37 contains 11439 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5258 members 
Mstep: Class 48 contains 29009 members 
Mstep: Class 49 contains 20764 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115065800.000000 Penalty: 168590.921875
Splitting cluster 1 changes total score from -115067576.000000 to -115065800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18080.675781 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18080.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17183.625000 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -17183.62 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17414.851562 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -17414.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17423.240234 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -17423.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17423.240234 Penalty: 2620.468994
	Iteration 3F: 3 clusters Score -17423.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -405525.343750 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -405525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -402352.843750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -402352.8 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403020.093750 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -403020.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -403232.875000 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -403232.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403485.500000 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -403485.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -403760.218750 Penalty: 3945.716797
	Iteration 4F: 3 clusters Score -403760.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -404075.000000 Penalty: 3945.716797
	Iteration 5F: 3 clusters Score -404075 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -404320.375000 Penalty: 3945.716797
	Iteration 6F: 3 clusters Score -404320.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -404515.250000 Penalty: 3945.716797
	Iteration 7F: 3 clusters Score -404515.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -404693.062500 Penalty: 3945.716797
	Iteration 8F: 3 clusters Score -404693.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404848.156250 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -404848.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404956.562500 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -404956.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -405060.781250 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -405060.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -405169.312500 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -405169.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -405282.000000 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -405282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -405381.937500 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -405381.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -405443.718750 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -405443.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -405460.218750 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -405460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -405468.281250 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -405468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -405472.093750 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -405472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -405472.843750 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -405472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -405472.843750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -405472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Entering Unmasked Estep 
Score: -2125412.750000 Penalty: 2374.130371
	Iteration 0F: 2 clusters Score -2125413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2115112.000000 Penalty: 4748.260742
	Iteration 0F: 3 clusters Score -2115112 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2118381.750000 Penalty: 4748.260742
	Iteration 1F: 3 clusters Score -2118382 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2118723.750000 Penalty: 4748.260742
	Iteration 2F: 3 clusters Score -2118724 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2119015.500000 Penalty: 4748.260742
	Iteration 3Q: 3 clusters Score -2119016 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2119303.750000 Penalty: 4748.260742
	Iteration 4Q: 3 clusters Score -2119304 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2119647.250000 Penalty: 4748.260742
	Iteration 5Q: 3 clusters Score -2119647 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2120066.250000 Penalty: 4748.260742
	Iteration 6Q: 3 clusters Score -2120066 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2120579.000000 Penalty: 4748.260742
	Iteration 7F: 3 clusters Score -2120579 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2121103.750000 Penalty: 4748.260742
	Iteration 8F: 3 clusters Score -2121104 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2121573.500000 Penalty: 4748.260742
	Iteration 9F: 3 clusters Score -2121574 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2121939.000000 Penalty: 4748.260742
	Iteration 10Q: 3 clusters Score -2121939 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2122245.500000 Penalty: 4748.260742
	Iteration 11Q: 3 clusters Score -2122246 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2122494.000000 Penalty: 4748.260742
	Iteration 12Q: 3 clusters Score -2122494 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2122680.250000 Penalty: 4748.260742
	Iteration 13Q: 3 clusters Score -2122680 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2122834.750000 Penalty: 4748.260742
	Iteration 14Q: 3 clusters Score -2122835 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2122962.750000 Penalty: 4748.260742
	Iteration 15Q: 3 clusters Score -2122963 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2123069.250000 Penalty: 4748.260742
	Iteration 16Q: 3 clusters Score -2123069 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2123175.500000 Penalty: 4748.260742
	Iteration 17Q: 3 clusters Score -2123176 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2123258.750000 Penalty: 4748.260742
	Iteration 18Q: 3 clusters Score -2123259 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2123347.750000 Penalty: 4748.260742
	Iteration 19Q: 3 clusters Score -2123348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2123432.750000 Penalty: 4748.260742
	Iteration 20F: 3 clusters Score -2123433 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2123516.750000 Penalty: 4748.260742
	Iteration 21Q: 3 clusters Score -2123517 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -2123619.500000 Penalty: 4748.260742
	Iteration 22Q: 3 clusters Score -2123620 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2123738.000000 Penalty: 4748.260742
	Iteration 23Q: 3 clusters Score -2123738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2123865.250000 Penalty: 4748.260742
	Iteration 24Q: 3 clusters Score -2123865 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2123972.500000 Penalty: 4748.260742
	Iteration 25Q: 3 clusters Score -2123972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2124067.500000 Penalty: 4748.260742
	Iteration 26Q: 3 clusters Score -2124068 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2124142.000000 Penalty: 4748.260742
	Iteration 27Q: 3 clusters Score -2124142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2124187.000000 Penalty: 4748.260742
	Iteration 28Q: 3 clusters Score -2124187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2124214.500000 Penalty: 4748.260742
	Iteration 29Q: 3 clusters Score -2124214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2124240.250000 Penalty: 4748.260742
	Iteration 30Q: 3 clusters Score -2124240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2124255.750000 Penalty: 4748.260742
	Iteration 31Q: 3 clusters Score -2124256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2124268.000000 Penalty: 4748.260742
	Iteration 32Q: 3 clusters Score -2124268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2124288.000000 Penalty: 4748.260742
	Iteration 33Q: 3 clusters Score -2124288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2124296.500000 Penalty: 4748.260742
	Iteration 34Q: 3 clusters Score -2124296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2124303.250000 Penalty: 4748.260742
	Iteration 35Q: 3 clusters Score -2124303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2124308.000000 Penalty: 4748.260742
	Iteration 36Q: 3 clusters Score -2124308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2124312.750000 Penalty: 4748.260742
	Iteration 37Q: 3 clusters Score -2124313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2124315.500000 Penalty: 4748.260742
	Iteration 38Q: 3 clusters Score -2124316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2124316.000000 Penalty: 4748.260742
	Iteration 39Q: 3 clusters Score -2124316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2124318.000000 Penalty: 4748.260742
	Iteration 40F: 3 clusters Score -2124318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2124319.000000 Penalty: 4748.260742
	Iteration 41Q: 3 clusters Score -2124319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2124315.750000 Penalty: 4748.260742
	Iteration 42Q: 3 clusters Score -2124316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2124321.000000 Penalty: 4748.260742
	Iteration 43Q: 3 clusters Score -2124321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2124325.750000 Penalty: 4748.260742
	Iteration 44Q: 3 clusters Score -2124326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2124322.750000 Penalty: 4748.260742
	Iteration 45Q: 3 clusters Score -2124323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2124323.250000 Penalty: 4748.260742
	Iteration 46Q: 3 clusters Score -2124323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2124323.250000 Penalty: 4748.260742
	Iteration 47F: 3 clusters Score -2124323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Entering Unmasked Estep 
Score: -1247652.500000 Penalty: 2240.363281
	Iteration 0F: 2 clusters Score -1247652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1241057.625000 Penalty: 4480.726562
	Iteration 0F: 3 clusters Score -1241058 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1243025.000000 Penalty: 4480.726562
	Iteration 1F: 3 clusters Score -1243025 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1243431.625000 Penalty: 4480.726562
	Iteration 2F: 3 clusters Score -1243432 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1243696.625000 Penalty: 4480.726562
	Iteration 3F: 3 clusters Score -1243697 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1243900.750000 Penalty: 4480.726562
	Iteration 4Q: 3 clusters Score -1243901 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1244082.250000 Penalty: 4480.726562
	Iteration 5Q: 3 clusters Score -1244082 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1244260.000000 Penalty: 4480.726562
	Iteration 6Q: 3 clusters Score -1244260 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1244457.250000 Penalty: 4480.726562
	Iteration 7Q: 3 clusters Score -1244457 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1244655.500000 Penalty: 4480.726562
	Iteration 8Q: 3 clusters Score -1244656 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1244860.250000 Penalty: 4480.726562
	Iteration 9Q: 3 clusters Score -1244860 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1245035.125000 Penalty: 4480.726562
	Iteration 10Q: 3 clusters Score -1245035 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1245200.125000 Penalty: 4480.726562
	Iteration 11Q: 3 clusters Score -1245200 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1245329.875000 Penalty: 4480.726562
	Iteration 12Q: 3 clusters Score -1245330 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1245425.750000 Penalty: 4480.726562
	Iteration 13Q: 3 clusters Score -1245426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1245490.500000 Penalty: 4480.726562
	Iteration 14Q: 3 clusters Score -1245490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1245544.125000 Penalty: 4480.726562
	Iteration 15Q: 3 clusters Score -1245544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1245578.250000 Penalty: 4480.726562
	Iteration 16Q: 3 clusters Score -1245578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1245617.250000 Penalty: 4480.726562
	Iteration 17Q: 3 clusters Score -1245617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1245641.625000 Penalty: 4480.726562
	Iteration 18Q: 3 clusters Score -1245642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1245664.500000 Penalty: 4480.726562
	Iteration 19Q: 3 clusters Score -1245664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1245684.250000 Penalty: 4480.726562
	Iteration 20F: 3 clusters Score -1245684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1245697.375000 Penalty: 4480.726562
	Iteration 21Q: 3 clusters Score -1245697 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1245717.500000 Penalty: 4480.726562
	Iteration 22Q: 3 clusters Score -1245718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1245741.500000 Penalty: 4480.726562
	Iteration 23Q: 3 clusters Score -1245742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1245759.875000 Penalty: 4480.726562
	Iteration 24Q: 3 clusters Score -1245760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1245779.125000 Penalty: 4480.726562
	Iteration 25Q: 3 clusters Score -1245779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1245800.125000 Penalty: 4480.726562
	Iteration 26Q: 3 clusters Score -1245800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1245818.000000 Penalty: 4480.726562
	Iteration 27Q: 3 clusters Score -1245818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1245841.000000 Penalty: 4480.726562
	Iteration 28Q: 3 clusters Score -1245841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1245860.500000 Penalty: 4480.726562
	Iteration 29Q: 3 clusters Score -1245860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1245879.125000 Penalty: 4480.726562
	Iteration 30Q: 3 clusters Score -1245879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1245888.625000 Penalty: 4480.726562
	Iteration 31Q: 3 clusters Score -1245889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1245897.125000 Penalty: 4480.726562
	Iteration 32Q: 3 clusters Score -1245897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1245907.625000 Penalty: 4480.726562
	Iteration 33Q: 3 clusters Score -1245908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1245919.250000 Penalty: 4480.726562
	Iteration 34Q: 3 clusters Score -1245919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1245936.750000 Penalty: 4480.726562
	Iteration 35Q: 3 clusters Score -1245937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1245949.500000 Penalty: 4480.726562
	Iteration 36Q: 3 clusters Score -1245950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1245961.750000 Penalty: 4480.726562
	Iteration 37Q: 3 clusters Score -1245962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1245969.000000 Penalty: 4480.726562
	Iteration 38Q: 3 clusters Score -1245969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1245977.750000 Penalty: 4480.726562
	Iteration 39Q: 3 clusters Score -1245978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1245982.750000 Penalty: 4480.726562
	Iteration 40F: 3 clusters Score -1245983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1245987.750000 Penalty: 4480.726562
	Iteration 41Q: 3 clusters Score -1245988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1245993.375000 Penalty: 4480.726562
	Iteration 42Q: 3 clusters Score -1245993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1245998.125000 Penalty: 4480.726562
	Iteration 43Q: 3 clusters Score -1245998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1246005.750000 Penalty: 4480.726562
	Iteration 44Q: 3 clusters Score -1246006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1246009.875000 Penalty: 4480.726562
	Iteration 45Q: 3 clusters Score -1246010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1246021.625000 Penalty: 4480.726562
	Iteration 46Q: 3 clusters Score -1246022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1246031.125000 Penalty: 4480.726562
	Iteration 47Q: 3 clusters Score -1246031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1246034.875000 Penalty: 4480.726562
	Iteration 48Q: 3 clusters Score -1246035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1246041.375000 Penalty: 4480.726562
	Iteration 49Q: 3 clusters Score -1246041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1246040.750000 Penalty: 4480.726562
	Iteration 50Q: 3 clusters Score -1246041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1246042.125000 Penalty: 4480.726562
	Iteration 51Q: 3 clusters Score -1246042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1246042.500000 Penalty: 4480.726562
	Iteration 52Q: 3 clusters Score -1246042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1246042.875000 Penalty: 4480.726562
	Iteration 53Q: 3 clusters Score -1246043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1246043.500000 Penalty: 4480.726562
	Iteration 54Q: 3 clusters Score -1246044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1246044.625000 Penalty: 4480.726562
	Iteration 55Q: 3 clusters Score -1246045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1246046.625000 Penalty: 4480.726562
	Iteration 56Q: 3 clusters Score -1246047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1246048.000000 Penalty: 4480.726562
	Iteration 57Q: 3 clusters Score -1246048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1246050.000000 Penalty: 4480.726562
	Iteration 58Q: 3 clusters Score -1246050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1246049.375000 Penalty: 4480.726562
	Iteration 59Q: 3 clusters Score -1246049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1246049.750000 Penalty: 4480.726562
	Iteration 60F: 3 clusters Score -1246050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1246052.375000 Penalty: 4480.726562
	Iteration 61Q: 3 clusters Score -1246052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1246055.250000 Penalty: 4480.726562
	Iteration 62Q: 3 clusters Score -1246055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1246057.375000 Penalty: 4480.726562
	Iteration 63Q: 3 clusters Score -1246057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1246061.500000 Penalty: 4480.726562
	Iteration 64Q: 3 clusters Score -1246062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1246064.250000 Penalty: 4480.726562
	Iteration 65Q: 3 clusters Score -1246064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1246066.875000 Penalty: 4480.726562
	Iteration 66Q: 3 clusters Score -1246067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1246071.375000 Penalty: 4480.726562
	Iteration 67Q: 3 clusters Score -1246071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1246072.750000 Penalty: 4480.726562
	Iteration 68Q: 3 clusters Score -1246073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1246072.375000 Penalty: 4480.726562
	Iteration 69Q: 3 clusters Score -1246072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1246071.375000 Penalty: 4480.726562
	Iteration 70Q: 3 clusters Score -1246071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1246071.375000 Penalty: 4480.726562
	Iteration 71F: 3 clusters Score -1246071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Entering Unmasked Estep 
Score: -11995958.000000 Penalty: 2801.315674
	Iteration 0F: 2 clusters Score -1.199596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -11941973.000000 Penalty: 5602.631348
	Iteration 0F: 3 clusters Score -1.194197e+07 nChanged 37695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -11963476.000000 Penalty: 5602.631348
	Iteration 1F: 3 clusters Score -1.196348e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -11964455.000000 Penalty: 5602.631348
	Iteration 2Q: 3 clusters Score -1.196446e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -11965563.000000 Penalty: 5602.631348
	Iteration 3Q: 3 clusters Score -1.196556e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -11966742.000000 Penalty: 5602.631348
	Iteration 4Q: 3 clusters Score -1.196674e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -11967973.000000 Penalty: 5602.631348
	Iteration 5Q: 3 clusters Score -1.196797e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -11969401.000000 Penalty: 5602.631348
	Iteration 6Q: 3 clusters Score -1.19694e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -11971237.000000 Penalty: 5602.631348
	Iteration 7Q: 3 clusters Score -1.197124e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -11973712.000000 Penalty: 5602.631348
	Iteration 8F: 3 clusters Score -1.197371e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -11976745.000000 Penalty: 5602.631348
	Iteration 9F: 3 clusters Score -1.197674e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -11979975.000000 Penalty: 5602.631348
	Iteration 10F: 3 clusters Score -1.197998e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -11982820.000000 Penalty: 5602.631348
	Iteration 11Q: 3 clusters Score -1.198282e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -11985024.000000 Penalty: 5602.631348
	Iteration 12Q: 3 clusters Score -1.198502e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -11986528.000000 Penalty: 5602.631348
	Iteration 13Q: 3 clusters Score -1.198653e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -11987873.000000 Penalty: 5602.631348
	Iteration 14Q: 3 clusters Score -1.198787e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72030 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -11989171.000000 Penalty: 5602.631348
	Iteration 15Q: 3 clusters Score -1.198917e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -11990239.000000 Penalty: 5602.631348
	Iteration 16Q: 3 clusters Score -1.199024e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -11991288.000000 Penalty: 5602.631348
	Iteration 17Q: 3 clusters Score -1.199129e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -11992211.000000 Penalty: 5602.631348
	Iteration 18Q: 3 clusters Score -1.199221e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -11992970.000000 Penalty: 5602.631348
	Iteration 19Q: 3 clusters Score -1.199297e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11993550.000000 Penalty: 5602.631348
	Iteration 20F: 3 clusters Score -1.199355e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11993924.000000 Penalty: 5602.631348
	Iteration 21Q: 3 clusters Score -1.199392e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11994176.000000 Penalty: 5602.631348
	Iteration 22Q: 3 clusters Score -1.199418e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11994310.000000 Penalty: 5602.631348
	Iteration 23Q: 3 clusters Score -1.199431e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79509 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11994417.000000 Penalty: 5602.631348
	Iteration 24Q: 3 clusters Score -1.199442e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11994461.000000 Penalty: 5602.631348
	Iteration 25Q: 3 clusters Score -1.199446e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11994516.000000 Penalty: 5602.631348
	Iteration 26Q: 3 clusters Score -1.199452e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11994553.000000 Penalty: 5602.631348
	Iteration 27Q: 3 clusters Score -1.199455e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11994552.000000 Penalty: 5602.631348
	Iteration 28Q: 3 clusters Score -1.199455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11994550.000000 Penalty: 5602.631348
	Iteration 29Q: 3 clusters Score -1.199455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11994542.000000 Penalty: 5602.631348
	Iteration 30Q: 3 clusters Score -1.199454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11994549.000000 Penalty: 5602.631348
	Iteration 31Q: 3 clusters Score -1.199455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11994543.000000 Penalty: 5602.631348
	Iteration 32Q: 3 clusters Score -1.199454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11994562.000000 Penalty: 5602.631348
	Iteration 33Q: 3 clusters Score -1.199456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11994564.000000 Penalty: 5602.631348
	Iteration 34Q: 3 clusters Score -1.199456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11994558.000000 Penalty: 5602.631348
	Iteration 35Q: 3 clusters Score -1.199456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11994558.000000 Penalty: 5602.631348
	Iteration 36Q: 3 clusters Score -1.199456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11994564.000000 Penalty: 5602.631348
	Iteration 37F: 3 clusters Score -1.199456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11994574.000000 Penalty: 5602.631348
	Iteration 38Q: 3 clusters Score -1.199457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11994569.000000 Penalty: 5602.631348
	Iteration 39Q: 3 clusters Score -1.199457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11994572.000000 Penalty: 5602.631348
	Iteration 40F: 3 clusters Score -1.199457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Entering Unmasked Estep 
Score: -598810.000000 Penalty: 2076.354736
	Iteration 0F: 2 clusters Score -598810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -594744.375000 Penalty: 4152.709473
	Iteration 0F: 3 clusters Score -594744.4 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -595898.500000 Penalty: 4152.709473
	Iteration 1F: 3 clusters Score -595898.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -596235.312500 Penalty: 4152.709473
	Iteration 2F: 3 clusters Score -596235.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -596500.062500 Penalty: 4152.709473
	Iteration 3F: 3 clusters Score -596500.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -596693.187500 Penalty: 4152.709473
	Iteration 4Q: 3 clusters Score -596693.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -596845.937500 Penalty: 4152.709473
	Iteration 5Q: 3 clusters Score -596845.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -596940.500000 Penalty: 4152.709473
	Iteration 6Q: 3 clusters Score -596940.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -597007.687500 Penalty: 4152.709473
	Iteration 7Q: 3 clusters Score -597007.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -597043.625000 Penalty: 4152.709473
	Iteration 8Q: 3 clusters Score -597043.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -597068.000000 Penalty: 4152.709473
	Iteration 9Q: 3 clusters Score -597068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -597091.187500 Penalty: 4152.709473
	Iteration 10Q: 3 clusters Score -597091.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -597115.812500 Penalty: 4152.709473
	Iteration 11Q: 3 clusters Score -597115.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -597141.125000 Penalty: 4152.709473
	Iteration 12Q: 3 clusters Score -597141.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -597160.437500 Penalty: 4152.709473
	Iteration 13Q: 3 clusters Score -597160.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -597183.937500 Penalty: 4152.709473
	Iteration 14Q: 3 clusters Score -597183.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -597206.875000 Penalty: 4152.709473
	Iteration 15Q: 3 clusters Score -597206.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -597225.062500 Penalty: 4152.709473
	Iteration 16Q: 3 clusters Score -597225.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -597246.750000 Penalty: 4152.709473
	Iteration 17Q: 3 clusters Score -597246.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -597264.750000 Penalty: 4152.709473
	Iteration 18Q: 3 clusters Score -597264.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -597279.625000 Penalty: 4152.709473
	Iteration 19Q: 3 clusters Score -597279.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -597295.375000 Penalty: 4152.709473
	Iteration 20F: 3 clusters Score -597295.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -597317.062500 Penalty: 4152.709473
	Iteration 21Q: 3 clusters Score -597317.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -597340.750000 Penalty: 4152.709473
	Iteration 22Q: 3 clusters Score -597340.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -597369.687500 Penalty: 4152.709473
	Iteration 23Q: 3 clusters Score -597369.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -597414.062500 Penalty: 4152.709473
	Iteration 24Q: 3 clusters Score -597414.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -597470.562500 Penalty: 4152.709473
	Iteration 25Q: 3 clusters Score -597470.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -597522.125000 Penalty: 4152.709473
	Iteration 26Q: 3 clusters Score -597522.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -597558.062500 Penalty: 4152.709473
	Iteration 27Q: 3 clusters Score -597558.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -597584.562500 Penalty: 4152.709473
	Iteration 28Q: 3 clusters Score -597584.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -597613.562500 Penalty: 4152.709473
	Iteration 29Q: 3 clusters Score -597613.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -597641.687500 Penalty: 4152.709473
	Iteration 30Q: 3 clusters Score -597641.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -597662.625000 Penalty: 4152.709473
	Iteration 31Q: 3 clusters Score -597662.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -597681.250000 Penalty: 4152.709473
	Iteration 32Q: 3 clusters Score -597681.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -597697.937500 Penalty: 4152.709473
	Iteration 33Q: 3 clusters Score -597697.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -597711.250000 Penalty: 4152.709473
	Iteration 34Q: 3 clusters Score -597711.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -597723.812500 Penalty: 4152.709473
	Iteration 35Q: 3 clusters Score -597723.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -597731.062500 Penalty: 4152.709473
	Iteration 36Q: 3 clusters Score -597731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -597736.937500 Penalty: 4152.709473
	Iteration 37Q: 3 clusters Score -597736.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -597741.625000 Penalty: 4152.709473
	Iteration 38Q: 3 clusters Score -597741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -597745.625000 Penalty: 4152.709473
	Iteration 39Q: 3 clusters Score -597745.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -597752.000000 Penalty: 4152.709473
	Iteration 40F: 3 clusters Score -597752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -597757.937500 Penalty: 4152.709473
	Iteration 41Q: 3 clusters Score -597757.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -597776.125000 Penalty: 4152.709473
	Iteration 42Q: 3 clusters Score -597776.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -597791.000000 Penalty: 4152.709473
	Iteration 43Q: 3 clusters Score -597791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -597814.750000 Penalty: 4152.709473
	Iteration 44Q: 3 clusters Score -597814.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -597834.937500 Penalty: 4152.709473
	Iteration 45Q: 3 clusters Score -597834.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -597854.062500 Penalty: 4152.709473
	Iteration 46Q: 3 clusters Score -597854.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -597867.187500 Penalty: 4152.709473
	Iteration 47Q: 3 clusters Score -597867.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -597880.312500 Penalty: 4152.709473
	Iteration 48Q: 3 clusters Score -597880.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -597895.687500 Penalty: 4152.709473
	Iteration 49Q: 3 clusters Score -597895.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -597908.437500 Penalty: 4152.709473
	Iteration 50Q: 3 clusters Score -597908.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -597918.875000 Penalty: 4152.709473
	Iteration 51Q: 3 clusters Score -597918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -597925.687500 Penalty: 4152.709473
	Iteration 52Q: 3 clusters Score -597925.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -597928.562500 Penalty: 4152.709473
	Iteration 53Q: 3 clusters Score -597928.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -597931.625000 Penalty: 4152.709473
	Iteration 54Q: 3 clusters Score -597931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -597934.437500 Penalty: 4152.709473
	Iteration 55Q: 3 clusters Score -597934.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -597935.687500 Penalty: 4152.709473
	Iteration 56Q: 3 clusters Score -597935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -597936.687500 Penalty: 4152.709473
	Iteration 57Q: 3 clusters Score -597936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -597936.625000 Penalty: 4152.709473
	Iteration 58Q: 3 clusters Score -597936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -597937.437500 Penalty: 4152.709473
	Iteration 59Q: 3 clusters Score -597937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -597937.437500 Penalty: 4152.709473
	Iteration 60F: 3 clusters Score -597937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -496954.687500 Penalty: 2040.984741
	Iteration 0F: 2 clusters Score -496954.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -493247.500000 Penalty: 4081.969482
	Iteration 0F: 3 clusters Score -493247.5 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -494375.343750 Penalty: 4081.969482
	Iteration 1F: 3 clusters Score -494375.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -494991.843750 Penalty: 4081.969482
	Iteration 2F: 3 clusters Score -494991.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -495513.750000 Penalty: 4081.969482
	Iteration 3F: 3 clusters Score -495513.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -495879.750000 Penalty: 4081.969482
	Iteration 4F: 3 clusters Score -495879.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -496084.437500 Penalty: 4081.969482
	Iteration 5F: 3 clusters Score -496084.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -496199.531250 Penalty: 4081.969482
	Iteration 6Q: 3 clusters Score -496199.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -496270.718750 Penalty: 4081.969482
	Iteration 7Q: 3 clusters Score -496270.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -496314.500000 Penalty: 4081.969482
	Iteration 8Q: 3 clusters Score -496314.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -496345.343750 Penalty: 4081.969482
	Iteration 9Q: 3 clusters Score -496345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -496359.375000 Penalty: 4081.969482
	Iteration 10Q: 3 clusters Score -496359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -496371.562500 Penalty: 4081.969482
	Iteration 11Q: 3 clusters Score -496371.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -496381.656250 Penalty: 4081.969482
	Iteration 12Q: 3 clusters Score -496381.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -496392.531250 Penalty: 4081.969482
	Iteration 13Q: 3 clusters Score -496392.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -496399.250000 Penalty: 4081.969482
	Iteration 14Q: 3 clusters Score -496399.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -496405.343750 Penalty: 4081.969482
	Iteration 15Q: 3 clusters Score -496405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -496408.843750 Penalty: 4081.969482
	Iteration 16Q: 3 clusters Score -496408.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -496411.031250 Penalty: 4081.969482
	Iteration 17Q: 3 clusters Score -496411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -496413.437500 Penalty: 4081.969482
	Iteration 18Q: 3 clusters Score -496413.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -496416.656250 Penalty: 4081.969482
	Iteration 19Q: 3 clusters Score -496416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -496420.812500 Penalty: 4081.969482
	Iteration 20F: 3 clusters Score -496420.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -496423.281250 Penalty: 4081.969482
	Iteration 21Q: 3 clusters Score -496423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496423.968750 Penalty: 4081.969482
	Iteration 22Q: 3 clusters Score -496424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -496425.187500 Penalty: 4081.969482
	Iteration 23Q: 3 clusters Score -496425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -496426.937500 Penalty: 4081.969482
	Iteration 24Q: 3 clusters Score -496426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -496427.812500 Penalty: 4081.969482
	Iteration 25Q: 3 clusters Score -496427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -496429.062500 Penalty: 4081.969482
	Iteration 26Q: 3 clusters Score -496429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496429.250000 Penalty: 4081.969482
	Iteration 27Q: 3 clusters Score -496429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -496429.250000 Penalty: 4081.969482
	Iteration 28F: 3 clusters Score -496429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67365 members 
Entering Unmasked Estep 
Score: -10068615.000000 Penalty: 2757.234375
	Iteration 0F: 2 clusters Score -1.006862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -10023489.000000 Penalty: 5514.468750
	Iteration 0F: 3 clusters Score -1.002349e+07 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -10041162.000000 Penalty: 5514.468750
	Iteration 1F: 3 clusters Score -1.004116e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -10042198.000000 Penalty: 5514.468750
	Iteration 2Q: 3 clusters Score -1.00422e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -10043614.000000 Penalty: 5514.468750
	Iteration 3Q: 3 clusters Score -1.004361e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -10045409.000000 Penalty: 5514.468750
	Iteration 4F: 3 clusters Score -1.004541e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -10047870.000000 Penalty: 5514.468750
	Iteration 5F: 3 clusters Score -1.004787e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -10050872.000000 Penalty: 5514.468750
	Iteration 6F: 3 clusters Score -1.005087e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -10053949.000000 Penalty: 5514.468750
	Iteration 7F: 3 clusters Score -1.005395e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -10056905.000000 Penalty: 5514.468750
	Iteration 8F: 3 clusters Score -1.00569e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -10059480.000000 Penalty: 5514.468750
	Iteration 9F: 3 clusters Score -1.005948e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -10061635.000000 Penalty: 5514.468750
	Iteration 10Q: 3 clusters Score -1.006164e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10063180.000000 Penalty: 5514.468750
	Iteration 11Q: 3 clusters Score -1.006318e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10064364.000000 Penalty: 5514.468750
	Iteration 12Q: 3 clusters Score -1.006436e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10065081.000000 Penalty: 5514.468750
	Iteration 13Q: 3 clusters Score -1.006508e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10065529.000000 Penalty: 5514.468750
	Iteration 14Q: 3 clusters Score -1.006553e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66288 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -10065825.000000 Penalty: 5514.468750
	Iteration 15Q: 3 clusters Score -1.006582e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10065998.000000 Penalty: 5514.468750
	Iteration 16Q: 3 clusters Score -1.0066e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10066053.000000 Penalty: 5514.468750
	Iteration 17Q: 3 clusters Score -1.006605e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10066113.000000 Penalty: 5514.468750
	Iteration 18Q: 3 clusters Score -1.006611e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10066150.000000 Penalty: 5514.468750
	Iteration 19Q: 3 clusters Score -1.006615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10066183.000000 Penalty: 5514.468750
	Iteration 20F: 3 clusters Score -1.006618e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10066200.000000 Penalty: 5514.468750
	Iteration 21Q: 3 clusters Score -1.00662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10066223.000000 Penalty: 5514.468750
	Iteration 22Q: 3 clusters Score -1.006622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10066235.000000 Penalty: 5514.468750
	Iteration 23Q: 3 clusters Score -1.006624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10066250.000000 Penalty: 5514.468750
	Iteration 24Q: 3 clusters Score -1.006625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66865 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10066261.000000 Penalty: 5514.468750
	Iteration 25Q: 3 clusters Score -1.006626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10066258.000000 Penalty: 5514.468750
	Iteration 26Q: 3 clusters Score -1.006626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10066259.000000 Penalty: 5514.468750
	Iteration 27Q: 3 clusters Score -1.006626e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10066259.000000 Penalty: 5514.468750
	Iteration 28F: 3 clusters Score -1.006626e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Entering Unmasked Estep 
Score: -2120202.750000 Penalty: 2376.927246
	Iteration 0F: 2 clusters Score -2120203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2109627.500000 Penalty: 4753.854492
	Iteration 0F: 3 clusters Score -2109628 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2113051.750000 Penalty: 4753.854492
	Iteration 1F: 3 clusters Score -2113052 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2113386.500000 Penalty: 4753.854492
	Iteration 2F: 3 clusters Score -2113386 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2113708.750000 Penalty: 4753.854492
	Iteration 3Q: 3 clusters Score -2113709 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2114139.000000 Penalty: 4753.854492
	Iteration 4Q: 3 clusters Score -2114139 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2114608.000000 Penalty: 4753.854492
	Iteration 5Q: 3 clusters Score -2114608 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2115180.000000 Penalty: 4753.854492
	Iteration 6F: 3 clusters Score -2115180 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2115825.750000 Penalty: 4753.854492
	Iteration 7F: 3 clusters Score -2115826 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2116500.000000 Penalty: 4753.854492
	Iteration 8F: 3 clusters Score -2116500 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2117148.500000 Penalty: 4753.854492
	Iteration 9F: 3 clusters Score -2117148 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2117718.250000 Penalty: 4753.854492
	Iteration 10F: 3 clusters Score -2117718 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2118197.250000 Penalty: 4753.854492
	Iteration 11Q: 3 clusters Score -2118197 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2118537.000000 Penalty: 4753.854492
	Iteration 12Q: 3 clusters Score -2118537 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2118741.500000 Penalty: 4753.854492
	Iteration 13Q: 3 clusters Score -2118742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2118893.000000 Penalty: 4753.854492
	Iteration 14Q: 3 clusters Score -2118893 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2118990.500000 Penalty: 4753.854492
	Iteration 15Q: 3 clusters Score -2118990 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2119072.000000 Penalty: 4753.854492
	Iteration 16Q: 3 clusters Score -2119072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2119135.500000 Penalty: 4753.854492
	Iteration 17Q: 3 clusters Score -2119136 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2119190.750000 Penalty: 4753.854492
	Iteration 18Q: 3 clusters Score -2119191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2119239.750000 Penalty: 4753.854492
	Iteration 19Q: 3 clusters Score -2119240 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2119291.250000 Penalty: 4753.854492
	Iteration 20F: 3 clusters Score -2119291 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2119338.750000 Penalty: 4753.854492
	Iteration 21Q: 3 clusters Score -2119339 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2119372.000000 Penalty: 4753.854492
	Iteration 22Q: 3 clusters Score -2119372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2119392.250000 Penalty: 4753.854492
	Iteration 23Q: 3 clusters Score -2119392 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2119419.000000 Penalty: 4753.854492
	Iteration 24Q: 3 clusters Score -2119419 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2119427.000000 Penalty: 4753.854492
	Iteration 25Q: 3 clusters Score -2119427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2119448.250000 Penalty: 4753.854492
	Iteration 26Q: 3 clusters Score -2119448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2119469.000000 Penalty: 4753.854492
	Iteration 27Q: 3 clusters Score -2119469 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2119493.500000 Penalty: 4753.854492
	Iteration 28Q: 3 clusters Score -2119494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2119517.500000 Penalty: 4753.854492
	Iteration 29Q: 3 clusters Score -2119518 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2119534.250000 Penalty: 4753.854492
	Iteration 30Q: 3 clusters Score -2119534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2119540.750000 Penalty: 4753.854492
	Iteration 31Q: 3 clusters Score -2119541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2119550.500000 Penalty: 4753.854492
	Iteration 32Q: 3 clusters Score -2119550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2119557.000000 Penalty: 4753.854492
	Iteration 33Q: 3 clusters Score -2119557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2119555.750000 Penalty: 4753.854492
	Iteration 34Q: 3 clusters Score -2119556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2119562.750000 Penalty: 4753.854492
	Iteration 35Q: 3 clusters Score -2119563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2119570.750000 Penalty: 4753.854492
	Iteration 36Q: 3 clusters Score -2119571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2119576.500000 Penalty: 4753.854492
	Iteration 37Q: 3 clusters Score -2119576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2119589.500000 Penalty: 4753.854492
	Iteration 38Q: 3 clusters Score -2119590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -2119594.250000 Penalty: 4753.854492
	Iteration 39Q: 3 clusters Score -2119594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2119595.750000 Penalty: 4753.854492
	Iteration 40F: 3 clusters Score -2119596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2119601.500000 Penalty: 4753.854492
	Iteration 41Q: 3 clusters Score -2119602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2119603.500000 Penalty: 4753.854492
	Iteration 42Q: 3 clusters Score -2119604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2119613.000000 Penalty: 4753.854492
	Iteration 43Q: 3 clusters Score -2119613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2119624.000000 Penalty: 4753.854492
	Iteration 44Q: 3 clusters Score -2119624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -2119627.000000 Penalty: 4753.854492
	Iteration 45Q: 3 clusters Score -2119627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2119630.750000 Penalty: 4753.854492
	Iteration 46Q: 3 clusters Score -2119631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2119633.500000 Penalty: 4753.854492
	Iteration 47Q: 3 clusters Score -2119634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2119632.750000 Penalty: 4753.854492
	Iteration 48Q: 3 clusters Score -2119633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2119634.750000 Penalty: 4753.854492
	Iteration 49Q: 3 clusters Score -2119635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2119636.250000 Penalty: 4753.854492
	Iteration 50Q: 3 clusters Score -2119636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2119641.250000 Penalty: 4753.854492
	Iteration 51Q: 3 clusters Score -2119641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2119646.750000 Penalty: 4753.854492
	Iteration 52Q: 3 clusters Score -2119647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2119651.000000 Penalty: 4753.854492
	Iteration 53Q: 3 clusters Score -2119651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2119656.000000 Penalty: 4753.854492
	Iteration 54Q: 3 clusters Score -2119656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2119661.750000 Penalty: 4753.854492
	Iteration 55Q: 3 clusters Score -2119662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2119669.500000 Penalty: 4753.854492
	Iteration 56Q: 3 clusters Score -2119670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2119666.750000 Penalty: 4753.854492
	Iteration 57Q: 3 clusters Score -2119667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2119672.750000 Penalty: 4753.854492
	Iteration 58Q: 3 clusters Score -2119673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2119676.500000 Penalty: 4753.854492
	Iteration 59Q: 3 clusters Score -2119676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2119681.500000 Penalty: 4753.854492
	Iteration 60F: 3 clusters Score -2119682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2119681.250000 Penalty: 4753.854492
	Iteration 61Q: 3 clusters Score -2119681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2119684.750000 Penalty: 4753.854492
	Iteration 62Q: 3 clusters Score -2119685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2119686.500000 Penalty: 4753.854492
	Iteration 63Q: 3 clusters Score -2119686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2119691.500000 Penalty: 4753.854492
	Iteration 64Q: 3 clusters Score -2119692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2119687.500000 Penalty: 4753.854492
	Iteration 65Q: 3 clusters Score -2119688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2119690.500000 Penalty: 4753.854492
	Iteration 66Q: 3 clusters Score -2119690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2119694.250000 Penalty: 4753.854492
	Iteration 67Q: 3 clusters Score -2119694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2119695.500000 Penalty: 4753.854492
	Iteration 68Q: 3 clusters Score -2119696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2119694.750000 Penalty: 4753.854492
	Iteration 69Q: 3 clusters Score -2119695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2119696.000000 Penalty: 4753.854492
	Iteration 70Q: 3 clusters Score -2119696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 4753.854492
	Iteration 71Q: 3 clusters Score -2119695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2119694.000000 Penalty: 4753.854492
	Iteration 72Q: 3 clusters Score -2119694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2119694.750000 Penalty: 4753.854492
	Iteration 73Q: 3 clusters Score -2119695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 4753.854492
	Iteration 74Q: 3 clusters Score -2119695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2119695.000000 Penalty: 4753.854492
	Iteration 75F: 3 clusters Score -2119695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Entering Unmasked Estep 
Score: -1449270.000000 Penalty: 2281.220703
	Iteration 0F: 2 clusters Score -1449270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1441696.000000 Penalty: 4562.441406
	Iteration 0F: 3 clusters Score -1441696 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1443897.250000 Penalty: 4562.441406
	Iteration 1F: 3 clusters Score -1443897 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1444174.500000 Penalty: 4562.441406
	Iteration 2F: 3 clusters Score -1444174 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1444390.125000 Penalty: 4562.441406
	Iteration 3Q: 3 clusters Score -1444390 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1444564.500000 Penalty: 4562.441406
	Iteration 4Q: 3 clusters Score -1444564 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1444695.000000 Penalty: 4562.441406
	Iteration 5Q: 3 clusters Score -1444695 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1444795.000000 Penalty: 4562.441406
	Iteration 6Q: 3 clusters Score -1444795 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1444885.750000 Penalty: 4562.441406
	Iteration 7Q: 3 clusters Score -1444886 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1444966.500000 Penalty: 4562.441406
	Iteration 8Q: 3 clusters Score -1444966 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1445035.250000 Penalty: 4562.441406
	Iteration 9Q: 3 clusters Score -1445035 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1445094.125000 Penalty: 4562.441406
	Iteration 10Q: 3 clusters Score -1445094 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1445153.000000 Penalty: 4562.441406
	Iteration 11Q: 3 clusters Score -1445153 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1445207.875000 Penalty: 4562.441406
	Iteration 12Q: 3 clusters Score -1445208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1445268.750000 Penalty: 4562.441406
	Iteration 13Q: 3 clusters Score -1445269 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1445332.000000 Penalty: 4562.441406
	Iteration 14Q: 3 clusters Score -1445332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1445423.375000 Penalty: 4562.441406
	Iteration 15Q: 3 clusters Score -1445423 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1445529.750000 Penalty: 4562.441406
	Iteration 16Q: 3 clusters Score -1445530 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1445646.250000 Penalty: 4562.441406
	Iteration 17Q: 3 clusters Score -1445646 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1445784.500000 Penalty: 4562.441406
	Iteration 18Q: 3 clusters Score -1445784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1445934.875000 Penalty: 4562.441406
	Iteration 19Q: 3 clusters Score -1445935 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1446058.875000 Penalty: 4562.441406
	Iteration 20F: 3 clusters Score -1446059 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1446172.250000 Penalty: 4562.441406
	Iteration 21Q: 3 clusters Score -1446172 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1446270.750000 Penalty: 4562.441406
	Iteration 22Q: 3 clusters Score -1446271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1446351.250000 Penalty: 4562.441406
	Iteration 23Q: 3 clusters Score -1446351 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1446444.875000 Penalty: 4562.441406
	Iteration 24Q: 3 clusters Score -1446445 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1446515.750000 Penalty: 4562.441406
	Iteration 25Q: 3 clusters Score -1446516 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1446570.125000 Penalty: 4562.441406
	Iteration 26Q: 3 clusters Score -1446570 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1446615.500000 Penalty: 4562.441406
	Iteration 27Q: 3 clusters Score -1446616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1446670.375000 Penalty: 4562.441406
	Iteration 28Q: 3 clusters Score -1446670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1446720.250000 Penalty: 4562.441406
	Iteration 29Q: 3 clusters Score -1446720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1446772.250000 Penalty: 4562.441406
	Iteration 30Q: 3 clusters Score -1446772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1446797.125000 Penalty: 4562.441406
	Iteration 31Q: 3 clusters Score -1446797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1446822.125000 Penalty: 4562.441406
	Iteration 32Q: 3 clusters Score -1446822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1446844.875000 Penalty: 4562.441406
	Iteration 33Q: 3 clusters Score -1446845 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1446862.250000 Penalty: 4562.441406
	Iteration 34Q: 3 clusters Score -1446862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1446884.250000 Penalty: 4562.441406
	Iteration 35Q: 3 clusters Score -1446884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1446903.875000 Penalty: 4562.441406
	Iteration 36Q: 3 clusters Score -1446904 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1446927.375000 Penalty: 4562.441406
	Iteration 37Q: 3 clusters Score -1446927 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1446943.500000 Penalty: 4562.441406
	Iteration 38Q: 3 clusters Score -1446944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1446967.375000 Penalty: 4562.441406
	Iteration 39Q: 3 clusters Score -1446967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1446994.875000 Penalty: 4562.441406
	Iteration 40F: 3 clusters Score -1446995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1447015.625000 Penalty: 4562.441406
	Iteration 41Q: 3 clusters Score -1447016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1447027.625000 Penalty: 4562.441406
	Iteration 42Q: 3 clusters Score -1447028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1447037.750000 Penalty: 4562.441406
	Iteration 43Q: 3 clusters Score -1447038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1447040.250000 Penalty: 4562.441406
	Iteration 44Q: 3 clusters Score -1447040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1447047.625000 Penalty: 4562.441406
	Iteration 45Q: 3 clusters Score -1447048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1447052.000000 Penalty: 4562.441406
	Iteration 46Q: 3 clusters Score -1447052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1447055.500000 Penalty: 4562.441406
	Iteration 47Q: 3 clusters Score -1447056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1447058.750000 Penalty: 4562.441406
	Iteration 48Q: 3 clusters Score -1447059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1447056.250000 Penalty: 4562.441406
	Iteration 49Q: 3 clusters Score -1447056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1447058.750000 Penalty: 4562.441406
	Iteration 50Q: 3 clusters Score -1447059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1447061.875000 Penalty: 4562.441406
	Iteration 51Q: 3 clusters Score -1447062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1447066.125000 Penalty: 4562.441406
	Iteration 52Q: 3 clusters Score -1447066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1447070.375000 Penalty: 4562.441406
	Iteration 53Q: 3 clusters Score -1447070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1447070.500000 Penalty: 4562.441406
	Iteration 54Q: 3 clusters Score -1447070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1447075.000000 Penalty: 4562.441406
	Iteration 55Q: 3 clusters Score -1447075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1447075.375000 Penalty: 4562.441406
	Iteration 56Q: 3 clusters Score -1447075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1447076.375000 Penalty: 4562.441406
	Iteration 57Q: 3 clusters Score -1447076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1447075.500000 Penalty: 4562.441406
	Iteration 58Q: 3 clusters Score -1447076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1447075.250000 Penalty: 4562.441406
	Iteration 59Q: 3 clusters Score -1447075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1447075.750000 Penalty: 4562.441406
	Iteration 60F: 3 clusters Score -1447076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1447075.250000 Penalty: 4562.441406
	Iteration 61Q: 3 clusters Score -1447075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1447075.250000 Penalty: 4562.441406
	Iteration 62F: 3 clusters Score -1447075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Entering Unmasked Estep 
Score: -463648.156250 Penalty: 1996.178711
	Iteration 0F: 2 clusters Score -463648.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -460320.593750 Penalty: 3992.357422
	Iteration 0F: 3 clusters Score -460320.6 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -461037.875000 Penalty: 3992.357422
	Iteration 1F: 3 clusters Score -461037.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -461216.656250 Penalty: 3992.357422
	Iteration 2F: 3 clusters Score -461216.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -461308.031250 Penalty: 3992.357422
	Iteration 3Q: 3 clusters Score -461308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -461389.312500 Penalty: 3992.357422
	Iteration 4Q: 3 clusters Score -461389.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -461475.531250 Penalty: 3992.357422
	Iteration 5Q: 3 clusters Score -461475.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -461548.687500 Penalty: 3992.357422
	Iteration 6Q: 3 clusters Score -461548.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -461631.468750 Penalty: 3992.357422
	Iteration 7Q: 3 clusters Score -461631.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -461703.625000 Penalty: 3992.357422
	Iteration 8Q: 3 clusters Score -461703.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -461769.062500 Penalty: 3992.357422
	Iteration 9Q: 3 clusters Score -461769.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -461836.031250 Penalty: 3992.357422
	Iteration 10Q: 3 clusters Score -461836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -461884.500000 Penalty: 3992.357422
	Iteration 11Q: 3 clusters Score -461884.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -461915.406250 Penalty: 3992.357422
	Iteration 12Q: 3 clusters Score -461915.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -461936.968750 Penalty: 3992.357422
	Iteration 13Q: 3 clusters Score -461937 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -461959.687500 Penalty: 3992.357422
	Iteration 14Q: 3 clusters Score -461959.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -461983.718750 Penalty: 3992.357422
	Iteration 15Q: 3 clusters Score -461983.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -462005.031250 Penalty: 3992.357422
	Iteration 16Q: 3 clusters Score -462005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -462021.812500 Penalty: 3992.357422
	Iteration 17Q: 3 clusters Score -462021.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -462040.812500 Penalty: 3992.357422
	Iteration 18Q: 3 clusters Score -462040.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -462058.781250 Penalty: 3992.357422
	Iteration 19Q: 3 clusters Score -462058.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -462076.343750 Penalty: 3992.357422
	Iteration 20F: 3 clusters Score -462076.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -462095.718750 Penalty: 3992.357422
	Iteration 21Q: 3 clusters Score -462095.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -462122.656250 Penalty: 3992.357422
	Iteration 22Q: 3 clusters Score -462122.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -462147.343750 Penalty: 3992.357422
	Iteration 23Q: 3 clusters Score -462147.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -462172.218750 Penalty: 3992.357422
	Iteration 24Q: 3 clusters Score -462172.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -462195.000000 Penalty: 3992.357422
	Iteration 25Q: 3 clusters Score -462195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -462216.093750 Penalty: 3992.357422
	Iteration 26Q: 3 clusters Score -462216.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -462236.250000 Penalty: 3992.357422
	Iteration 27Q: 3 clusters Score -462236.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -462260.156250 Penalty: 3992.357422
	Iteration 28Q: 3 clusters Score -462260.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -462297.312500 Penalty: 3992.357422
	Iteration 29Q: 3 clusters Score -462297.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -462328.875000 Penalty: 3992.357422
	Iteration 30Q: 3 clusters Score -462328.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -462350.406250 Penalty: 3992.357422
	Iteration 31Q: 3 clusters Score -462350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -462361.875000 Penalty: 3992.357422
	Iteration 32Q: 3 clusters Score -462361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -462376.781250 Penalty: 3992.357422
	Iteration 33Q: 3 clusters Score -462376.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -462392.218750 Penalty: 3992.357422
	Iteration 34Q: 3 clusters Score -462392.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -462408.781250 Penalty: 3992.357422
	Iteration 35Q: 3 clusters Score -462408.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -462417.968750 Penalty: 3992.357422
	Iteration 36Q: 3 clusters Score -462418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -462424.312500 Penalty: 3992.357422
	Iteration 37Q: 3 clusters Score -462424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -462430.312500 Penalty: 3992.357422
	Iteration 38Q: 3 clusters Score -462430.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -462434.000000 Penalty: 3992.357422
	Iteration 39Q: 3 clusters Score -462434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -462436.937500 Penalty: 3992.357422
	Iteration 40F: 3 clusters Score -462436.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -462441.937500 Penalty: 3992.357422
	Iteration 41Q: 3 clusters Score -462441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -462444.093750 Penalty: 3992.357422
	Iteration 42Q: 3 clusters Score -462444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -462446.750000 Penalty: 3992.357422
	Iteration 43Q: 3 clusters Score -462446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -462450.687500 Penalty: 3992.357422
	Iteration 44Q: 3 clusters Score -462450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -462452.187500 Penalty: 3992.357422
	Iteration 45Q: 3 clusters Score -462452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -462455.000000 Penalty: 3992.357422
	Iteration 46Q: 3 clusters Score -462455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -462455.187500 Penalty: 3992.357422
	Iteration 47Q: 3 clusters Score -462455.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -462455.187500 Penalty: 3992.357422
	Iteration 48F: 3 clusters Score -462455.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Entering Unmasked Estep 
Score: -10708785.000000 Penalty: 2787.265869
	Iteration 0F: 2 clusters Score -1.070878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -10657739.000000 Penalty: 5574.531738
	Iteration 0F: 3 clusters Score -1.065774e+07 nChanged 35749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -10678148.000000 Penalty: 5574.531738
	Iteration 1F: 3 clusters Score -1.067815e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -10679256.000000 Penalty: 5574.531738
	Iteration 2Q: 3 clusters Score -1.067926e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -10680524.000000 Penalty: 5574.531738
	Iteration 3Q: 3 clusters Score -1.068052e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -10682048.000000 Penalty: 5574.531738
	Iteration 4Q: 3 clusters Score -1.068205e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -10683750.000000 Penalty: 5574.531738
	Iteration 5F: 3 clusters Score -1.068375e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -10685700.000000 Penalty: 5574.531738
	Iteration 6F: 3 clusters Score -1.06857e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -10687838.000000 Penalty: 5574.531738
	Iteration 7F: 3 clusters Score -1.068784e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -10690086.000000 Penalty: 5574.531738
	Iteration 8F: 3 clusters Score -1.069009e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -10692408.000000 Penalty: 5574.531738
	Iteration 9F: 3 clusters Score -1.069241e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -10694742.000000 Penalty: 5574.531738
	Iteration 10Q: 3 clusters Score -1.069474e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 57398 members 
Entering Unmasked Estep 
Score: -10696909.000000 Penalty: 5574.531738
	Iteration 11Q: 3 clusters Score -1.069691e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 60229 members 
Entering Unmasked Estep 
Score: -10698838.000000 Penalty: 5574.531738
	Iteration 12Q: 3 clusters Score -1.069884e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -10700533.000000 Penalty: 5574.531738
	Iteration 13Q: 3 clusters Score -1.070053e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -10701981.000000 Penalty: 5574.531738
	Iteration 14Q: 3 clusters Score -1.070198e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -10703289.000000 Penalty: 5574.531738
	Iteration 15Q: 3 clusters Score -1.070329e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 68641 members 
Entering Unmasked Estep 
Score: -10704283.000000 Penalty: 5574.531738
	Iteration 16Q: 3 clusters Score -1.070428e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -10705086.000000 Penalty: 5574.531738
	Iteration 17Q: 3 clusters Score -1.070509e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -10705600.000000 Penalty: 5574.531738
	Iteration 18Q: 3 clusters Score -1.07056e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -10706063.000000 Penalty: 5574.531738
	Iteration 19Q: 3 clusters Score -1.070606e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -10706364.000000 Penalty: 5574.531738
	Iteration 20F: 3 clusters Score -1.070636e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -10706604.000000 Penalty: 5574.531738
	Iteration 21Q: 3 clusters Score -1.07066e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -10706769.000000 Penalty: 5574.531738
	Iteration 22Q: 3 clusters Score -1.070677e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -10706925.000000 Penalty: 5574.531738
	Iteration 23Q: 3 clusters Score -1.070692e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -10707086.000000 Penalty: 5574.531738
	Iteration 24Q: 3 clusters Score -1.070709e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -10707174.000000 Penalty: 5574.531738
	Iteration 25Q: 3 clusters Score -1.070717e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 73963 members 
Entering Unmasked Estep 
Score: -10707200.000000 Penalty: 5574.531738
	Iteration 26Q: 3 clusters Score -1.07072e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 74052 members 
Entering Unmasked Estep 
Score: -10707227.000000 Penalty: 5574.531738
	Iteration 27Q: 3 clusters Score -1.070723e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -10707257.000000 Penalty: 5574.531738
	Iteration 28Q: 3 clusters Score -1.070726e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -10707285.000000 Penalty: 5574.531738
	Iteration 29Q: 3 clusters Score -1.070728e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -10707299.000000 Penalty: 5574.531738
	Iteration 30Q: 3 clusters Score -1.07073e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -10707295.000000 Penalty: 5574.531738
	Iteration 31Q: 3 clusters Score -1.07073e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -10707319.000000 Penalty: 5574.531738
	Iteration 32Q: 3 clusters Score -1.070732e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -10707349.000000 Penalty: 5574.531738
	Iteration 33Q: 3 clusters Score -1.070735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 74336 members 
Entering Unmasked Estep 
Score: -10707370.000000 Penalty: 5574.531738
	Iteration 34Q: 3 clusters Score -1.070737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -10707388.000000 Penalty: 5574.531738
	Iteration 35Q: 3 clusters Score -1.070739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -10707393.000000 Penalty: 5574.531738
	Iteration 36Q: 3 clusters Score -1.070739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -10707410.000000 Penalty: 5574.531738
	Iteration 37Q: 3 clusters Score -1.070741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -10707435.000000 Penalty: 5574.531738
	Iteration 38Q: 3 clusters Score -1.070744e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -10707449.000000 Penalty: 5574.531738
	Iteration 39Q: 3 clusters Score -1.070745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 74497 members 
Entering Unmasked Estep 
Score: -10707474.000000 Penalty: 5574.531738
	Iteration 40F: 3 clusters Score -1.070747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -10707481.000000 Penalty: 5574.531738
	Iteration 41Q: 3 clusters Score -1.070748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -10707482.000000 Penalty: 5574.531738
	Iteration 42Q: 3 clusters Score -1.070748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 74546 members 
Entering Unmasked Estep 
Score: -10707505.000000 Penalty: 5574.531738
	Iteration 43Q: 3 clusters Score -1.07075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -10707502.000000 Penalty: 5574.531738
	Iteration 44Q: 3 clusters Score -1.07075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 74560 members 
Entering Unmasked Estep 
Score: -10707498.000000 Penalty: 5574.531738
	Iteration 45Q: 3 clusters Score -1.07075e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -10707498.000000 Penalty: 5574.531738
	Iteration 46Q: 3 clusters Score -1.07075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -10707503.000000 Penalty: 5574.531738
	Iteration 47Q: 3 clusters Score -1.07075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -10707492.000000 Penalty: 5574.531738
	Iteration 48Q: 3 clusters Score -1.070749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -10707495.000000 Penalty: 5574.531738
	Iteration 49Q: 3 clusters Score -1.07075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -10707496.000000 Penalty: 5574.531738
	Iteration 50Q: 3 clusters Score -1.07075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -10707503.000000 Penalty: 5574.531738
	Iteration 51Q: 3 clusters Score -1.07075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 74557 members 
Entering Unmasked Estep 
Score: -10707505.000000 Penalty: 5574.531738
	Iteration 52Q: 3 clusters Score -1.07075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -10707504.000000 Penalty: 5574.531738
	Iteration 53Q: 3 clusters Score -1.07075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -10707506.000000 Penalty: 5574.531738
	Iteration 54Q: 3 clusters Score -1.070751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -10707503.000000 Penalty: 5574.531738
	Iteration 55Q: 3 clusters Score -1.07075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -10707511.000000 Penalty: 5574.531738
	Iteration 56Q: 3 clusters Score -1.070751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -10707510.000000 Penalty: 5574.531738
	Iteration 57Q: 3 clusters Score -1.070751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10707508.000000 Penalty: 5574.531738
	Iteration 58Q: 3 clusters Score -1.070751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10707503.000000 Penalty: 5574.531738
	Iteration 59Q: 3 clusters Score -1.07075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10707503.000000 Penalty: 5574.531738
	Iteration 60F: 3 clusters Score -1.07075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10707502.000000 Penalty: 5574.531738
	Iteration 61Q: 3 clusters Score -1.07075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10707514.000000 Penalty: 5574.531738
	Iteration 62Q: 3 clusters Score -1.070751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10707515.000000 Penalty: 5574.531738
	Iteration 63Q: 3 clusters Score -1.070752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10707523.000000 Penalty: 5574.531738
	Iteration 64Q: 3 clusters Score -1.070752e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10707523.000000 Penalty: 5574.531738
	Iteration 65F: 3 clusters Score -1.070752e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Entering Unmasked Estep 
Score: -783422.937500 Penalty: 2131.671387
	Iteration 0F: 2 clusters Score -783422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -778646.875000 Penalty: 4263.342773
	Iteration 0F: 3 clusters Score -778646.9 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -779894.375000 Penalty: 4263.342773
	Iteration 1F: 3 clusters Score -779894.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -780325.625000 Penalty: 4263.342773
	Iteration 2F: 3 clusters Score -780325.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -780805.062500 Penalty: 4263.342773
	Iteration 3F: 3 clusters Score -780805.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -781303.625000 Penalty: 4263.342773
	Iteration 4F: 3 clusters Score -781303.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -781944.687500 Penalty: 4263.342773
	Iteration 5F: 3 clusters Score -781944.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -782565.312500 Penalty: 4263.342773
	Iteration 6F: 3 clusters Score -782565.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -782978.625000 Penalty: 4263.342773
	Iteration 7F: 3 clusters Score -782978.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -783271.562500 Penalty: 4263.342773
	Iteration 8Q: 3 clusters Score -783271.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -783421.187500 Penalty: 4263.342773
	Iteration 9Q: 3 clusters Score -783421.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -783477.062500 Penalty: 4263.342773
	Iteration 10Q: 3 clusters Score -783477.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -783500.562500 Penalty: 4263.342773
	Iteration 11Q: 3 clusters Score -783500.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -783517.000000 Penalty: 4263.342773
	Iteration 12Q: 3 clusters Score -783517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -783528.062500 Penalty: 4263.342773
	Iteration 13Q: 3 clusters Score -783528.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -783545.562500 Penalty: 4263.342773
	Iteration 14Q: 3 clusters Score -783545.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -783559.750000 Penalty: 4263.342773
	Iteration 15Q: 3 clusters Score -783559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -783582.812500 Penalty: 4263.342773
	Iteration 16Q: 3 clusters Score -783582.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -783614.937500 Penalty: 4263.342773
	Iteration 17Q: 3 clusters Score -783614.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -783636.000000 Penalty: 4263.342773
	Iteration 18Q: 3 clusters Score -783636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -783648.000000 Penalty: 4263.342773
	Iteration 19Q: 3 clusters Score -783648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -783655.687500 Penalty: 4263.342773
	Iteration 20F: 3 clusters Score -783655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -783659.000000 Penalty: 4263.342773
	Iteration 21Q: 3 clusters Score -783659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -783659.875000 Penalty: 4263.342773
	Iteration 22Q: 3 clusters Score -783659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -783663.000000 Penalty: 4263.342773
	Iteration 23Q: 3 clusters Score -783663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -783664.437500 Penalty: 4263.342773
	Iteration 24Q: 3 clusters Score -783664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -783664.437500 Penalty: 4263.342773
	Iteration 25F: 3 clusters Score -783664.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80469 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67365 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76037 members 
Mstep: Class 14 contains 3878 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88257 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 93331 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 29717 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 16954 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3857 members 
Mstep: Class 37 contains 11439 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5258 members 
Mstep: Class 48 contains 29009 members 
Mstep: Class 49 contains 20764 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066416.000000 Penalty: 168590.921875
Splitting cluster 14 changes total score from -115067576.000000 to -115066416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -91387.195312 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -91387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89779.687500 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -89779.69 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90026.437500 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -90026.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90099.335938 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -90099.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90164.835938 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -90164.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90258.250000 Penalty: 3215.621338
	Iteration 4Q: 3 clusters Score -90258.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90337.304688 Penalty: 3215.621338
	Iteration 5Q: 3 clusters Score -90337.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90419.007812 Penalty: 3215.621338
	Iteration 6Q: 3 clusters Score -90419.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90530.281250 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -90530.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90682.867188 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -90682.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90759.687500 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -90759.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -90823.359375 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -90823.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -90878.710938 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -90878.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -90901.734375 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -90901.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90914.117188 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -90914.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -90914.117188 Penalty: 3215.621338
	Iteration 14F: 3 clusters Score -90914.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88257 members 
Entering Unmasked Estep 
Score: -13076814.000000 Penalty: 2824.226074
	Iteration 0F: 2 clusters Score -1.307681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -13017803.000000 Penalty: 5648.452148
	Iteration 0F: 3 clusters Score -1.30178e+07 nChanged 41528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -13041988.000000 Penalty: 5648.452148
	Iteration 1F: 3 clusters Score -1.304199e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -13043567.000000 Penalty: 5648.452148
	Iteration 2Q: 3 clusters Score -1.304357e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -13045604.000000 Penalty: 5648.452148
	Iteration 3Q: 3 clusters Score -1.30456e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -13047982.000000 Penalty: 5648.452148
	Iteration 4F: 3 clusters Score -1.304798e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -13050481.000000 Penalty: 5648.452148
	Iteration 5F: 3 clusters Score -1.305048e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -13052937.000000 Penalty: 5648.452148
	Iteration 6F: 3 clusters Score -1.305294e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -13055126.000000 Penalty: 5648.452148
	Iteration 7F: 3 clusters Score -1.305513e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -13056916.000000 Penalty: 5648.452148
	Iteration 8Q: 3 clusters Score -1.305692e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -13058292.000000 Penalty: 5648.452148
	Iteration 9Q: 3 clusters Score -1.305829e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -13059597.000000 Penalty: 5648.452148
	Iteration 10Q: 3 clusters Score -1.30596e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -13060796.000000 Penalty: 5648.452148
	Iteration 11Q: 3 clusters Score -1.30608e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -13061796.000000 Penalty: 5648.452148
	Iteration 12Q: 3 clusters Score -1.30618e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -13062561.000000 Penalty: 5648.452148
	Iteration 13Q: 3 clusters Score -1.306256e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -13063132.000000 Penalty: 5648.452148
	Iteration 14Q: 3 clusters Score -1.306313e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -13063472.000000 Penalty: 5648.452148
	Iteration 15Q: 3 clusters Score -1.306347e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -13063738.000000 Penalty: 5648.452148
	Iteration 16Q: 3 clusters Score -1.306374e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -13063879.000000 Penalty: 5648.452148
	Iteration 17Q: 3 clusters Score -1.306388e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -13063914.000000 Penalty: 5648.452148
	Iteration 18Q: 3 clusters Score -1.306391e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -13063972.000000 Penalty: 5648.452148
	Iteration 19Q: 3 clusters Score -1.306397e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -13064008.000000 Penalty: 5648.452148
	Iteration 20F: 3 clusters Score -1.306401e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -13064110.000000 Penalty: 5648.452148
	Iteration 21Q: 3 clusters Score -1.306411e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -13064149.000000 Penalty: 5648.452148
	Iteration 22Q: 3 clusters Score -1.306415e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -13064206.000000 Penalty: 5648.452148
	Iteration 23Q: 3 clusters Score -1.306421e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -13064253.000000 Penalty: 5648.452148
	Iteration 24Q: 3 clusters Score -1.306425e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -13064280.000000 Penalty: 5648.452148
	Iteration 25Q: 3 clusters Score -1.306428e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -13064287.000000 Penalty: 5648.452148
	Iteration 26Q: 3 clusters Score -1.306429e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -13064341.000000 Penalty: 5648.452148
	Iteration 27Q: 3 clusters Score -1.306434e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -13064366.000000 Penalty: 5648.452148
	Iteration 28Q: 3 clusters Score -1.306437e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -13064406.000000 Penalty: 5648.452148
	Iteration 29Q: 3 clusters Score -1.306441e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -13064413.000000 Penalty: 5648.452148
	Iteration 30Q: 3 clusters Score -1.306441e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -13064454.000000 Penalty: 5648.452148
	Iteration 31Q: 3 clusters Score -1.306445e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -13064500.000000 Penalty: 5648.452148
	Iteration 32Q: 3 clusters Score -1.30645e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -13064558.000000 Penalty: 5648.452148
	Iteration 33Q: 3 clusters Score -1.306456e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -13064618.000000 Penalty: 5648.452148
	Iteration 34Q: 3 clusters Score -1.306462e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -13064669.000000 Penalty: 5648.452148
	Iteration 35Q: 3 clusters Score -1.306467e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -13064707.000000 Penalty: 5648.452148
	Iteration 36Q: 3 clusters Score -1.306471e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -13064768.000000 Penalty: 5648.452148
	Iteration 37Q: 3 clusters Score -1.306477e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -13064806.000000 Penalty: 5648.452148
	Iteration 38Q: 3 clusters Score -1.306481e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -13064867.000000 Penalty: 5648.452148
	Iteration 39Q: 3 clusters Score -1.306487e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -13064921.000000 Penalty: 5648.452148
	Iteration 40F: 3 clusters Score -1.306492e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -13064979.000000 Penalty: 5648.452148
	Iteration 41Q: 3 clusters Score -1.306498e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -13065028.000000 Penalty: 5648.452148
	Iteration 42Q: 3 clusters Score -1.306503e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -13065125.000000 Penalty: 5648.452148
	Iteration 43Q: 3 clusters Score -1.306512e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -13065252.000000 Penalty: 5648.452148
	Iteration 44Q: 3 clusters Score -1.306525e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -13065377.000000 Penalty: 5648.452148
	Iteration 45Q: 3 clusters Score -1.306538e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -13065545.000000 Penalty: 5648.452148
	Iteration 46Q: 3 clusters Score -1.306554e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -13065713.000000 Penalty: 5648.452148
	Iteration 47Q: 3 clusters Score -1.306571e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -13065919.000000 Penalty: 5648.452148
	Iteration 48Q: 3 clusters Score -1.306592e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -13066144.000000 Penalty: 5648.452148
	Iteration 49Q: 3 clusters Score -1.306614e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -13066438.000000 Penalty: 5648.452148
	Iteration 50Q: 3 clusters Score -1.306644e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -13066688.000000 Penalty: 5648.452148
	Iteration 51Q: 3 clusters Score -1.306669e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -13066976.000000 Penalty: 5648.452148
	Iteration 52Q: 3 clusters Score -1.306698e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -13067364.000000 Penalty: 5648.452148
	Iteration 53Q: 3 clusters Score -1.306736e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -13067803.000000 Penalty: 5648.452148
	Iteration 54Q: 3 clusters Score -1.30678e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 69238 members 
Entering Unmasked Estep 
Score: -13068473.000000 Penalty: 5648.452148
	Iteration 55Q: 3 clusters Score -1.306847e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -13069214.000000 Penalty: 5648.452148
	Iteration 56Q: 3 clusters Score -1.306921e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -13069980.000000 Penalty: 5648.452148
	Iteration 57Q: 3 clusters Score -1.306998e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 73987 members 
Entering Unmasked Estep 
Score: -13070857.000000 Penalty: 5648.452148
	Iteration 58Q: 3 clusters Score -1.307086e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -13071718.000000 Penalty: 5648.452148
	Iteration 59Q: 3 clusters Score -1.307172e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -13072462.000000 Penalty: 5648.452148
	Iteration 60F: 3 clusters Score -1.307246e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -13073041.000000 Penalty: 5648.452148
	Iteration 61Q: 3 clusters Score -1.307304e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -13073492.000000 Penalty: 5648.452148
	Iteration 62Q: 3 clusters Score -1.307349e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -13073830.000000 Penalty: 5648.452148
	Iteration 63Q: 3 clusters Score -1.307383e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -13074158.000000 Penalty: 5648.452148
	Iteration 64Q: 3 clusters Score -1.307416e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 80772 members 
Entering Unmasked Estep 
Score: -13074360.000000 Penalty: 5648.452148
	Iteration 65Q: 3 clusters Score -1.307436e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -13074552.000000 Penalty: 5648.452148
	Iteration 66Q: 3 clusters Score -1.307455e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -13074697.000000 Penalty: 5648.452148
	Iteration 67Q: 3 clusters Score -1.30747e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -13074835.000000 Penalty: 5648.452148
	Iteration 68Q: 3 clusters Score -1.307484e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -13074941.000000 Penalty: 5648.452148
	Iteration 69Q: 3 clusters Score -1.307494e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -13074991.000000 Penalty: 5648.452148
	Iteration 70Q: 3 clusters Score -1.307499e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -13075086.000000 Penalty: 5648.452148
	Iteration 71Q: 3 clusters Score -1.307509e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -13075194.000000 Penalty: 5648.452148
	Iteration 72Q: 3 clusters Score -1.307519e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -13075285.000000 Penalty: 5648.452148
	Iteration 73Q: 3 clusters Score -1.307528e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -13075409.000000 Penalty: 5648.452148
	Iteration 74Q: 3 clusters Score -1.307541e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 83860 members 
Entering Unmasked Estep 
Score: -13075479.000000 Penalty: 5648.452148
	Iteration 75Q: 3 clusters Score -1.307548e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 84010 members 
Entering Unmasked Estep 
Score: -13075592.000000 Penalty: 5648.452148
	Iteration 76Q: 3 clusters Score -1.307559e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -13075676.000000 Penalty: 5648.452148
	Iteration 77Q: 3 clusters Score -1.307568e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -13075742.000000 Penalty: 5648.452148
	Iteration 78Q: 3 clusters Score -1.307574e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -13075745.000000 Penalty: 5648.452148
	Iteration 79Q: 3 clusters Score -1.307574e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -13075768.000000 Penalty: 5648.452148
	Iteration 80F: 3 clusters Score -1.307577e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -13075812.000000 Penalty: 5648.452148
	Iteration 81Q: 3 clusters Score -1.307581e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -13075839.000000 Penalty: 5648.452148
	Iteration 82Q: 3 clusters Score -1.307584e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -13075844.000000 Penalty: 5648.452148
	Iteration 83Q: 3 clusters Score -1.307584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -13075872.000000 Penalty: 5648.452148
	Iteration 84Q: 3 clusters Score -1.307587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -13075893.000000 Penalty: 5648.452148
	Iteration 85Q: 3 clusters Score -1.307589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -13075893.000000 Penalty: 5648.452148
	Iteration 86Q: 3 clusters Score -1.307589e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -13075900.000000 Penalty: 5648.452148
	Iteration 87Q: 3 clusters Score -1.30759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -13075903.000000 Penalty: 5648.452148
	Iteration 88Q: 3 clusters Score -1.30759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -13075895.000000 Penalty: 5648.452148
	Iteration 89Q: 3 clusters Score -1.30759e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -13075904.000000 Penalty: 5648.452148
	Iteration 90Q: 3 clusters Score -1.30759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -13075904.000000 Penalty: 5648.452148
	Iteration 91Q: 3 clusters Score -1.30759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -13075893.000000 Penalty: 5648.452148
	Iteration 92Q: 3 clusters Score -1.307589e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -13075902.000000 Penalty: 5648.452148
	Iteration 93Q: 3 clusters Score -1.30759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -13075899.000000 Penalty: 5648.452148
	Iteration 94Q: 3 clusters Score -1.30759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -13075897.000000 Penalty: 5648.452148
	Iteration 95Q: 3 clusters Score -1.30759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -13075907.000000 Penalty: 5648.452148
	Iteration 96Q: 3 clusters Score -1.307591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -13075912.000000 Penalty: 5648.452148
	Iteration 97Q: 3 clusters Score -1.307591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -13075915.000000 Penalty: 5648.452148
	Iteration 98Q: 3 clusters Score -1.307592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -13075915.000000 Penalty: 5648.452148
	Iteration 99F: 3 clusters Score -1.307592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Entering Unmasked Estep 
Score: -1730035.375000 Penalty: 2322.528564
	Iteration 0F: 2 clusters Score -1730035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1721430.375000 Penalty: 4645.057129
	Iteration 0F: 3 clusters Score -1721430 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1723977.625000 Penalty: 4645.057129
	Iteration 1F: 3 clusters Score -1723978 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1724248.125000 Penalty: 4645.057129
	Iteration 2F: 3 clusters Score -1724248 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1724426.000000 Penalty: 4645.057129
	Iteration 3Q: 3 clusters Score -1724426 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1724613.375000 Penalty: 4645.057129
	Iteration 4Q: 3 clusters Score -1724613 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1724785.000000 Penalty: 4645.057129
	Iteration 5Q: 3 clusters Score -1724785 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1724974.875000 Penalty: 4645.057129
	Iteration 6Q: 3 clusters Score -1724975 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1725170.750000 Penalty: 4645.057129
	Iteration 7Q: 3 clusters Score -1725171 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1725417.000000 Penalty: 4645.057129
	Iteration 8Q: 3 clusters Score -1725417 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1725711.625000 Penalty: 4645.057129
	Iteration 9Q: 3 clusters Score -1725712 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1726047.625000 Penalty: 4645.057129
	Iteration 10Q: 3 clusters Score -1726048 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1726413.375000 Penalty: 4645.057129
	Iteration 11Q: 3 clusters Score -1726413 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1726792.375000 Penalty: 4645.057129
	Iteration 12Q: 3 clusters Score -1726792 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1727153.875000 Penalty: 4645.057129
	Iteration 13Q: 3 clusters Score -1727154 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1727441.500000 Penalty: 4645.057129
	Iteration 14Q: 3 clusters Score -1727442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1727609.125000 Penalty: 4645.057129
	Iteration 15Q: 3 clusters Score -1727609 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1727717.750000 Penalty: 4645.057129
	Iteration 16Q: 3 clusters Score -1727718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1727794.875000 Penalty: 4645.057129
	Iteration 17Q: 3 clusters Score -1727795 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1727859.125000 Penalty: 4645.057129
	Iteration 18Q: 3 clusters Score -1727859 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1727914.500000 Penalty: 4645.057129
	Iteration 19Q: 3 clusters Score -1727914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1727948.250000 Penalty: 4645.057129
	Iteration 20F: 3 clusters Score -1727948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1727972.250000 Penalty: 4645.057129
	Iteration 21Q: 3 clusters Score -1727972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1727987.500000 Penalty: 4645.057129
	Iteration 22Q: 3 clusters Score -1727988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1728002.750000 Penalty: 4645.057129
	Iteration 23Q: 3 clusters Score -1728003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1728020.000000 Penalty: 4645.057129
	Iteration 24Q: 3 clusters Score -1728020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1728032.875000 Penalty: 4645.057129
	Iteration 25Q: 3 clusters Score -1728033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1728040.000000 Penalty: 4645.057129
	Iteration 26Q: 3 clusters Score -1728040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1728046.125000 Penalty: 4645.057129
	Iteration 27Q: 3 clusters Score -1728046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1728055.375000 Penalty: 4645.057129
	Iteration 28Q: 3 clusters Score -1728055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1728057.250000 Penalty: 4645.057129
	Iteration 29Q: 3 clusters Score -1728057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1728062.500000 Penalty: 4645.057129
	Iteration 30Q: 3 clusters Score -1728062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1728075.000000 Penalty: 4645.057129
	Iteration 31Q: 3 clusters Score -1728075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1728080.250000 Penalty: 4645.057129
	Iteration 32Q: 3 clusters Score -1728080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1728089.375000 Penalty: 4645.057129
	Iteration 33Q: 3 clusters Score -1728089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1728089.375000 Penalty: 4645.057129
	Iteration 34Q: 3 clusters Score -1728089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1728091.000000 Penalty: 4645.057129
	Iteration 35Q: 3 clusters Score -1728091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1728091.000000 Penalty: 4645.057129
	Iteration 36Q: 3 clusters Score -1728091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1728091.000000 Penalty: 4645.057129
	Iteration 37F: 3 clusters Score -1728091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -324482.843750 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -324482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -321626.750000 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -321626.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322310.812500 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -322310.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -322734.250000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -322734.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -323154.593750 Penalty: 3861.717529
	Iteration 3F: 3 clusters Score -323154.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -323520.343750 Penalty: 3861.717529
	Iteration 4F: 3 clusters Score -323520.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -323808.312500 Penalty: 3861.717529
	Iteration 5F: 3 clusters Score -323808.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -323979.812500 Penalty: 3861.717529
	Iteration 6F: 3 clusters Score -323979.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324092.906250 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -324092.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -324176.281250 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -324176.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -324234.031250 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -324234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -324273.312500 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -324273.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -324309.468750 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -324309.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -324323.531250 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -324323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -324328.687500 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -324328.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -324336.218750 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -324336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -324341.218750 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -324341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -324346.125000 Penalty: 3861.717529
	Iteration 16Q: 3 clusters Score -324346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -324350.500000 Penalty: 3861.717529
	Iteration 17Q: 3 clusters Score -324350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324352.656250 Penalty: 3861.717529
	Iteration 18Q: 3 clusters Score -324352.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -324352.656250 Penalty: 3861.717529
	Iteration 19F: 3 clusters Score -324352.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Entering Unmasked Estep 
Score: -1933721.250000 Penalty: 2350.334961
	Iteration 0F: 2 clusters Score -1933721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1924096.125000 Penalty: 4700.669922
	Iteration 0F: 3 clusters Score -1924096 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1927239.375000 Penalty: 4700.669922
	Iteration 1F: 3 clusters Score -1927239 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1927682.750000 Penalty: 4700.669922
	Iteration 2F: 3 clusters Score -1927683 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1928059.250000 Penalty: 4700.669922
	Iteration 3F: 3 clusters Score -1928059 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1928398.250000 Penalty: 4700.669922
	Iteration 4Q: 3 clusters Score -1928398 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1928745.250000 Penalty: 4700.669922
	Iteration 5Q: 3 clusters Score -1928745 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1929096.625000 Penalty: 4700.669922
	Iteration 6Q: 3 clusters Score -1929097 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1929466.000000 Penalty: 4700.669922
	Iteration 7Q: 3 clusters Score -1929466 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1929819.750000 Penalty: 4700.669922
	Iteration 8Q: 3 clusters Score -1929820 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1930208.250000 Penalty: 4700.669922
	Iteration 9Q: 3 clusters Score -1930208 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1930625.875000 Penalty: 4700.669922
	Iteration 10Q: 3 clusters Score -1930626 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1931008.000000 Penalty: 4700.669922
	Iteration 11Q: 3 clusters Score -1931008 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1931277.250000 Penalty: 4700.669922
	Iteration 12Q: 3 clusters Score -1931277 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1931436.500000 Penalty: 4700.669922
	Iteration 13Q: 3 clusters Score -1931436 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1931540.625000 Penalty: 4700.669922
	Iteration 14Q: 3 clusters Score -1931541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1931613.125000 Penalty: 4700.669922
	Iteration 15Q: 3 clusters Score -1931613 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1931649.375000 Penalty: 4700.669922
	Iteration 16Q: 3 clusters Score -1931649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1931677.250000 Penalty: 4700.669922
	Iteration 17Q: 3 clusters Score -1931677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1931696.750000 Penalty: 4700.669922
	Iteration 18Q: 3 clusters Score -1931697 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1931713.500000 Penalty: 4700.669922
	Iteration 19Q: 3 clusters Score -1931714 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1931728.625000 Penalty: 4700.669922
	Iteration 20F: 3 clusters Score -1931729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1931740.375000 Penalty: 4700.669922
	Iteration 21Q: 3 clusters Score -1931740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1931743.875000 Penalty: 4700.669922
	Iteration 22Q: 3 clusters Score -1931744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1931756.125000 Penalty: 4700.669922
	Iteration 23Q: 3 clusters Score -1931756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1931761.875000 Penalty: 4700.669922
	Iteration 24Q: 3 clusters Score -1931762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1931770.625000 Penalty: 4700.669922
	Iteration 25Q: 3 clusters Score -1931771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1931770.750000 Penalty: 4700.669922
	Iteration 26Q: 3 clusters Score -1931771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1931780.875000 Penalty: 4700.669922
	Iteration 27Q: 3 clusters Score -1931781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1931787.750000 Penalty: 4700.669922
	Iteration 28Q: 3 clusters Score -1931788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1931796.750000 Penalty: 4700.669922
	Iteration 29Q: 3 clusters Score -1931797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1931803.750000 Penalty: 4700.669922
	Iteration 30Q: 3 clusters Score -1931804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1931811.000000 Penalty: 4700.669922
	Iteration 31Q: 3 clusters Score -1931811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1931815.000000 Penalty: 4700.669922
	Iteration 32Q: 3 clusters Score -1931815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1931817.625000 Penalty: 4700.669922
	Iteration 33Q: 3 clusters Score -1931818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1931815.625000 Penalty: 4700.669922
	Iteration 34Q: 3 clusters Score -1931816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1931820.375000 Penalty: 4700.669922
	Iteration 35Q: 3 clusters Score -1931820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1931824.750000 Penalty: 4700.669922
	Iteration 36Q: 3 clusters Score -1931825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1931826.875000 Penalty: 4700.669922
	Iteration 37Q: 3 clusters Score -1931827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1931829.250000 Penalty: 4700.669922
	Iteration 38Q: 3 clusters Score -1931829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1931831.000000 Penalty: 4700.669922
	Iteration 39Q: 3 clusters Score -1931831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1931834.500000 Penalty: 4700.669922
	Iteration 40F: 3 clusters Score -1931834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1931836.125000 Penalty: 4700.669922
	Iteration 41Q: 3 clusters Score -1931836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1931835.625000 Penalty: 4700.669922
	Iteration 42Q: 3 clusters Score -1931836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1931838.125000 Penalty: 4700.669922
	Iteration 43Q: 3 clusters Score -1931838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1931836.500000 Penalty: 4700.669922
	Iteration 44Q: 3 clusters Score -1931836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1931835.000000 Penalty: 4700.669922
	Iteration 45Q: 3 clusters Score -1931835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1931838.375000 Penalty: 4700.669922
	Iteration 46Q: 3 clusters Score -1931838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1931839.625000 Penalty: 4700.669922
	Iteration 47Q: 3 clusters Score -1931840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1931834.875000 Penalty: 4700.669922
	Iteration 48Q: 3 clusters Score -1931835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1931837.375000 Penalty: 4700.669922
	Iteration 49Q: 3 clusters Score -1931837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1931844.500000 Penalty: 4700.669922
	Iteration 50Q: 3 clusters Score -1931844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1931843.625000 Penalty: 4700.669922
	Iteration 51Q: 3 clusters Score -1931844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1931849.875000 Penalty: 4700.669922
	Iteration 52Q: 3 clusters Score -1931850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1931851.500000 Penalty: 4700.669922
	Iteration 53Q: 3 clusters Score -1931852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1931853.750000 Penalty: 4700.669922
	Iteration 54Q: 3 clusters Score -1931854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1931857.000000 Penalty: 4700.669922
	Iteration 55Q: 3 clusters Score -1931857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1931852.375000 Penalty: 4700.669922
	Iteration 56Q: 3 clusters Score -1931852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1931856.125000 Penalty: 4700.669922
	Iteration 57Q: 3 clusters Score -1931856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1931856.875000 Penalty: 4700.669922
	Iteration 58Q: 3 clusters Score -1931857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1931862.250000 Penalty: 4700.669922
	Iteration 59Q: 3 clusters Score -1931862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1931862.750000 Penalty: 4700.669922
	Iteration 60F: 3 clusters Score -1931863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1931861.625000 Penalty: 4700.669922
	Iteration 61Q: 3 clusters Score -1931862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1931868.000000 Penalty: 4700.669922
	Iteration 62Q: 3 clusters Score -1931868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1931867.125000 Penalty: 4700.669922
	Iteration 63Q: 3 clusters Score -1931867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1931868.250000 Penalty: 4700.669922
	Iteration 64Q: 3 clusters Score -1931868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1931870.500000 Penalty: 4700.669922
	Iteration 65Q: 3 clusters Score -1931870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1931870.375000 Penalty: 4700.669922
	Iteration 66Q: 3 clusters Score -1931870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1931876.125000 Penalty: 4700.669922
	Iteration 67Q: 3 clusters Score -1931876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1931881.250000 Penalty: 4700.669922
	Iteration 68Q: 3 clusters Score -1931881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1931887.875000 Penalty: 4700.669922
	Iteration 69Q: 3 clusters Score -1931888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1931891.000000 Penalty: 4700.669922
	Iteration 70Q: 3 clusters Score -1931891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1931892.125000 Penalty: 4700.669922
	Iteration 71Q: 3 clusters Score -1931892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1931894.125000 Penalty: 4700.669922
	Iteration 72Q: 3 clusters Score -1931894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1931891.375000 Penalty: 4700.669922
	Iteration 73Q: 3 clusters Score -1931891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1931891.500000 Penalty: 4700.669922
	Iteration 74Q: 3 clusters Score -1931892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1931896.000000 Penalty: 4700.669922
	Iteration 75Q: 3 clusters Score -1931896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1931900.000000 Penalty: 4700.669922
	Iteration 76Q: 3 clusters Score -1931900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1931900.500000 Penalty: 4700.669922
	Iteration 77Q: 3 clusters Score -1931900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1931900.875000 Penalty: 4700.669922
	Iteration 78Q: 3 clusters Score -1931901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1931906.750000 Penalty: 4700.669922
	Iteration 79Q: 3 clusters Score -1931907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1931910.750000 Penalty: 4700.669922
	Iteration 80F: 3 clusters Score -1931911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1931911.250000 Penalty: 4700.669922
	Iteration 81Q: 3 clusters Score -1931911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1931911.000000 Penalty: 4700.669922
	Iteration 82Q: 3 clusters Score -1931911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1931909.625000 Penalty: 4700.669922
	Iteration 83Q: 3 clusters Score -1931910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1931909.875000 Penalty: 4700.669922
	Iteration 84Q: 3 clusters Score -1931910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1931915.625000 Penalty: 4700.669922
	Iteration 85Q: 3 clusters Score -1931916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1931917.750000 Penalty: 4700.669922
	Iteration 86Q: 3 clusters Score -1931918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1931917.625000 Penalty: 4700.669922
	Iteration 87Q: 3 clusters Score -1931918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1931919.875000 Penalty: 4700.669922
	Iteration 88Q: 3 clusters Score -1931920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1931925.625000 Penalty: 4700.669922
	Iteration 89Q: 3 clusters Score -1931926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1931923.750000 Penalty: 4700.669922
	Iteration 90Q: 3 clusters Score -1931924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1931924.375000 Penalty: 4700.669922
	Iteration 91Q: 3 clusters Score -1931924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1931923.625000 Penalty: 4700.669922
	Iteration 92Q: 3 clusters Score -1931924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1931927.750000 Penalty: 4700.669922
	Iteration 93Q: 3 clusters Score -1931928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1931929.375000 Penalty: 4700.669922
	Iteration 94Q: 3 clusters Score -1931929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1931927.250000 Penalty: 4700.669922
	Iteration 95Q: 3 clusters Score -1931927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1931930.250000 Penalty: 4700.669922
	Iteration 96Q: 3 clusters Score -1931930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1931925.000000 Penalty: 4700.669922
	Iteration 97Q: 3 clusters Score -1931925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1931927.000000 Penalty: 4700.669922
	Iteration 98Q: 3 clusters Score -1931927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1931925.875000 Penalty: 4700.669922
	Iteration 99Q: 3 clusters Score -1931926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1931925.500000 Penalty: 4700.669922
	Iteration 100F: 3 clusters Score -1931926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1931927.250000 Penalty: 4700.669922
	Iteration 101Q: 3 clusters Score -1931927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1931930.625000 Penalty: 4700.669922
	Iteration 102Q: 3 clusters Score -1931931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1931929.625000 Penalty: 4700.669922
	Iteration 103Q: 3 clusters Score -1931930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1931929.625000 Penalty: 4700.669922
	Iteration 104F: 3 clusters Score -1931930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Entering Unmasked Estep 
Score: -710636.812500 Penalty: 2116.883057
	Iteration 0F: 2 clusters Score -710636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -706063.812500 Penalty: 4233.766113
	Iteration 0F: 3 clusters Score -706063.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -707277.000000 Penalty: 4233.766113
	Iteration 1F: 3 clusters Score -707277 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -707630.625000 Penalty: 4233.766113
	Iteration 2F: 3 clusters Score -707630.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -707956.000000 Penalty: 4233.766113
	Iteration 3F: 3 clusters Score -707956 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -708293.875000 Penalty: 4233.766113
	Iteration 4F: 3 clusters Score -708293.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -708579.562500 Penalty: 4233.766113
	Iteration 5F: 3 clusters Score -708579.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -708801.687500 Penalty: 4233.766113
	Iteration 6F: 3 clusters Score -708801.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -708924.000000 Penalty: 4233.766113
	Iteration 7Q: 3 clusters Score -708924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -709024.000000 Penalty: 4233.766113
	Iteration 8Q: 3 clusters Score -709024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -709111.125000 Penalty: 4233.766113
	Iteration 9Q: 3 clusters Score -709111.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -709188.062500 Penalty: 4233.766113
	Iteration 10Q: 3 clusters Score -709188.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -709241.125000 Penalty: 4233.766113
	Iteration 11Q: 3 clusters Score -709241.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -709282.250000 Penalty: 4233.766113
	Iteration 12Q: 3 clusters Score -709282.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -709318.062500 Penalty: 4233.766113
	Iteration 13Q: 3 clusters Score -709318.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -709346.687500 Penalty: 4233.766113
	Iteration 14Q: 3 clusters Score -709346.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -709368.625000 Penalty: 4233.766113
	Iteration 15Q: 3 clusters Score -709368.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -709380.437500 Penalty: 4233.766113
	Iteration 16Q: 3 clusters Score -709380.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -709389.375000 Penalty: 4233.766113
	Iteration 17Q: 3 clusters Score -709389.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -709396.187500 Penalty: 4233.766113
	Iteration 18Q: 3 clusters Score -709396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -709398.812500 Penalty: 4233.766113
	Iteration 19Q: 3 clusters Score -709398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -709401.437500 Penalty: 4233.766113
	Iteration 20F: 3 clusters Score -709401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -709404.250000 Penalty: 4233.766113
	Iteration 21Q: 3 clusters Score -709404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -709405.125000 Penalty: 4233.766113
	Iteration 22Q: 3 clusters Score -709405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -709407.062500 Penalty: 4233.766113
	Iteration 23Q: 3 clusters Score -709407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -709409.812500 Penalty: 4233.766113
	Iteration 24Q: 3 clusters Score -709409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -709410.937500 Penalty: 4233.766113
	Iteration 25Q: 3 clusters Score -709410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -709409.875000 Penalty: 4233.766113
	Iteration 26Q: 3 clusters Score -709409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -709410.437500 Penalty: 4233.766113
	Iteration 27Q: 3 clusters Score -709410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -709411.500000 Penalty: 4233.766113
	Iteration 28Q: 3 clusters Score -709411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -709411.187500 Penalty: 4233.766113
	Iteration 29Q: 3 clusters Score -709411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -709411.187500 Penalty: 4233.766113
	Iteration 30F: 3 clusters Score -709411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Entering Unmasked Estep 
Score: -1908369.500000 Penalty: 2345.598633
	Iteration 0F: 2 clusters Score -1908370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1898892.250000 Penalty: 4691.197266
	Iteration 0F: 3 clusters Score -1898892 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1901723.750000 Penalty: 4691.197266
	Iteration 1F: 3 clusters Score -1901724 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1902041.125000 Penalty: 4691.197266
	Iteration 2F: 3 clusters Score -1902041 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1902271.625000 Penalty: 4691.197266
	Iteration 3Q: 3 clusters Score -1902272 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1902457.375000 Penalty: 4691.197266
	Iteration 4Q: 3 clusters Score -1902457 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1902614.625000 Penalty: 4691.197266
	Iteration 5Q: 3 clusters Score -1902615 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1902751.875000 Penalty: 4691.197266
	Iteration 6Q: 3 clusters Score -1902752 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1902901.375000 Penalty: 4691.197266
	Iteration 7Q: 3 clusters Score -1902901 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1903077.625000 Penalty: 4691.197266
	Iteration 8Q: 3 clusters Score -1903078 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1903238.000000 Penalty: 4691.197266
	Iteration 9Q: 3 clusters Score -1903238 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1903391.875000 Penalty: 4691.197266
	Iteration 10Q: 3 clusters Score -1903392 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1903547.125000 Penalty: 4691.197266
	Iteration 11Q: 3 clusters Score -1903547 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1903692.250000 Penalty: 4691.197266
	Iteration 12Q: 3 clusters Score -1903692 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1903870.125000 Penalty: 4691.197266
	Iteration 13Q: 3 clusters Score -1903870 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1904050.000000 Penalty: 4691.197266
	Iteration 14Q: 3 clusters Score -1904050 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1904226.875000 Penalty: 4691.197266
	Iteration 15Q: 3 clusters Score -1904227 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1904390.625000 Penalty: 4691.197266
	Iteration 16Q: 3 clusters Score -1904391 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1904533.125000 Penalty: 4691.197266
	Iteration 17Q: 3 clusters Score -1904533 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1904648.250000 Penalty: 4691.197266
	Iteration 18Q: 3 clusters Score -1904648 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1904748.750000 Penalty: 4691.197266
	Iteration 19Q: 3 clusters Score -1904749 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1904814.875000 Penalty: 4691.197266
	Iteration 20F: 3 clusters Score -1904815 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1904885.625000 Penalty: 4691.197266
	Iteration 21Q: 3 clusters Score -1904886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1904951.375000 Penalty: 4691.197266
	Iteration 22Q: 3 clusters Score -1904951 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1905002.250000 Penalty: 4691.197266
	Iteration 23Q: 3 clusters Score -1905002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1905058.125000 Penalty: 4691.197266
	Iteration 24Q: 3 clusters Score -1905058 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1905107.000000 Penalty: 4691.197266
	Iteration 25Q: 3 clusters Score -1905107 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1905150.125000 Penalty: 4691.197266
	Iteration 26Q: 3 clusters Score -1905150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1905180.250000 Penalty: 4691.197266
	Iteration 27Q: 3 clusters Score -1905180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1905214.250000 Penalty: 4691.197266
	Iteration 28Q: 3 clusters Score -1905214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1905250.750000 Penalty: 4691.197266
	Iteration 29Q: 3 clusters Score -1905251 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1905285.625000 Penalty: 4691.197266
	Iteration 30Q: 3 clusters Score -1905286 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1905310.125000 Penalty: 4691.197266
	Iteration 31Q: 3 clusters Score -1905310 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1905350.125000 Penalty: 4691.197266
	Iteration 32Q: 3 clusters Score -1905350 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1905387.125000 Penalty: 4691.197266
	Iteration 33Q: 3 clusters Score -1905387 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1905427.875000 Penalty: 4691.197266
	Iteration 34Q: 3 clusters Score -1905428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1905453.875000 Penalty: 4691.197266
	Iteration 35Q: 3 clusters Score -1905454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1905476.500000 Penalty: 4691.197266
	Iteration 36Q: 3 clusters Score -1905476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1905493.500000 Penalty: 4691.197266
	Iteration 37Q: 3 clusters Score -1905494 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1905526.250000 Penalty: 4691.197266
	Iteration 38Q: 3 clusters Score -1905526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1905548.500000 Penalty: 4691.197266
	Iteration 39Q: 3 clusters Score -1905548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1905583.375000 Penalty: 4691.197266
	Iteration 40F: 3 clusters Score -1905583 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1905615.375000 Penalty: 4691.197266
	Iteration 41Q: 3 clusters Score -1905615 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1905646.250000 Penalty: 4691.197266
	Iteration 42Q: 3 clusters Score -1905646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1905685.000000 Penalty: 4691.197266
	Iteration 43Q: 3 clusters Score -1905685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1905712.625000 Penalty: 4691.197266
	Iteration 44Q: 3 clusters Score -1905713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1905748.625000 Penalty: 4691.197266
	Iteration 45Q: 3 clusters Score -1905749 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1905799.875000 Penalty: 4691.197266
	Iteration 46Q: 3 clusters Score -1905800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1905855.250000 Penalty: 4691.197266
	Iteration 47Q: 3 clusters Score -1905855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1905900.250000 Penalty: 4691.197266
	Iteration 48Q: 3 clusters Score -1905900 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1905929.875000 Penalty: 4691.197266
	Iteration 49Q: 3 clusters Score -1905930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1905958.750000 Penalty: 4691.197266
	Iteration 50Q: 3 clusters Score -1905959 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1905984.125000 Penalty: 4691.197266
	Iteration 51Q: 3 clusters Score -1905984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1906003.625000 Penalty: 4691.197266
	Iteration 52Q: 3 clusters Score -1906004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1906019.875000 Penalty: 4691.197266
	Iteration 53Q: 3 clusters Score -1906020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1906040.500000 Penalty: 4691.197266
	Iteration 54Q: 3 clusters Score -1906040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1906058.500000 Penalty: 4691.197266
	Iteration 55Q: 3 clusters Score -1906058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1906071.625000 Penalty: 4691.197266
	Iteration 56Q: 3 clusters Score -1906072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1906085.000000 Penalty: 4691.197266
	Iteration 57Q: 3 clusters Score -1906085 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1906101.750000 Penalty: 4691.197266
	Iteration 58Q: 3 clusters Score -1906102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1906124.500000 Penalty: 4691.197266
	Iteration 59Q: 3 clusters Score -1906124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1906142.500000 Penalty: 4691.197266
	Iteration 60F: 3 clusters Score -1906142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1906161.000000 Penalty: 4691.197266
	Iteration 61Q: 3 clusters Score -1906161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1906171.125000 Penalty: 4691.197266
	Iteration 62Q: 3 clusters Score -1906171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1906174.625000 Penalty: 4691.197266
	Iteration 63Q: 3 clusters Score -1906175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1906180.500000 Penalty: 4691.197266
	Iteration 64Q: 3 clusters Score -1906180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1906188.000000 Penalty: 4691.197266
	Iteration 65Q: 3 clusters Score -1906188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1906189.250000 Penalty: 4691.197266
	Iteration 66Q: 3 clusters Score -1906189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1906193.500000 Penalty: 4691.197266
	Iteration 67Q: 3 clusters Score -1906194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1906202.250000 Penalty: 4691.197266
	Iteration 68Q: 3 clusters Score -1906202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1906206.125000 Penalty: 4691.197266
	Iteration 69Q: 3 clusters Score -1906206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1906213.750000 Penalty: 4691.197266
	Iteration 70Q: 3 clusters Score -1906214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1906221.625000 Penalty: 4691.197266
	Iteration 71Q: 3 clusters Score -1906222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1906226.875000 Penalty: 4691.197266
	Iteration 72Q: 3 clusters Score -1906227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1906230.750000 Penalty: 4691.197266
	Iteration 73Q: 3 clusters Score -1906231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1906239.000000 Penalty: 4691.197266
	Iteration 74Q: 3 clusters Score -1906239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1906243.875000 Penalty: 4691.197266
	Iteration 75Q: 3 clusters Score -1906244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1906252.375000 Penalty: 4691.197266
	Iteration 76Q: 3 clusters Score -1906252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1906254.125000 Penalty: 4691.197266
	Iteration 77Q: 3 clusters Score -1906254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1906254.500000 Penalty: 4691.197266
	Iteration 78Q: 3 clusters Score -1906254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1906256.250000 Penalty: 4691.197266
	Iteration 79Q: 3 clusters Score -1906256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1906258.125000 Penalty: 4691.197266
	Iteration 80F: 3 clusters Score -1906258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1906266.000000 Penalty: 4691.197266
	Iteration 81Q: 3 clusters Score -1906266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1906269.000000 Penalty: 4691.197266
	Iteration 82Q: 3 clusters Score -1906269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1906271.375000 Penalty: 4691.197266
	Iteration 83Q: 3 clusters Score -1906271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1906280.750000 Penalty: 4691.197266
	Iteration 84Q: 3 clusters Score -1906281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1906284.500000 Penalty: 4691.197266
	Iteration 85Q: 3 clusters Score -1906284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1906288.500000 Penalty: 4691.197266
	Iteration 86Q: 3 clusters Score -1906288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1906289.000000 Penalty: 4691.197266
	Iteration 87Q: 3 clusters Score -1906289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1906292.750000 Penalty: 4691.197266
	Iteration 88Q: 3 clusters Score -1906293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1906294.875000 Penalty: 4691.197266
	Iteration 89Q: 3 clusters Score -1906295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1906295.875000 Penalty: 4691.197266
	Iteration 90Q: 3 clusters Score -1906296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1906299.500000 Penalty: 4691.197266
	Iteration 91Q: 3 clusters Score -1906300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1906299.375000 Penalty: 4691.197266
	Iteration 92Q: 3 clusters Score -1906299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1906301.000000 Penalty: 4691.197266
	Iteration 93Q: 3 clusters Score -1906301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1906301.875000 Penalty: 4691.197266
	Iteration 94Q: 3 clusters Score -1906302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1906306.125000 Penalty: 4691.197266
	Iteration 95Q: 3 clusters Score -1906306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1906310.500000 Penalty: 4691.197266
	Iteration 96Q: 3 clusters Score -1906310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -1906312.500000 Penalty: 4691.197266
	Iteration 97Q: 3 clusters Score -1906312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1906311.625000 Penalty: 4691.197266
	Iteration 98Q: 3 clusters Score -1906312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1906316.875000 Penalty: 4691.197266
	Iteration 99Q: 3 clusters Score -1906317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1906317.625000 Penalty: 4691.197266
	Iteration 100F: 3 clusters Score -1906318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1906320.500000 Penalty: 4691.197266
	Iteration 101Q: 3 clusters Score -1906320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1906322.125000 Penalty: 4691.197266
	Iteration 102Q: 3 clusters Score -1906322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1906329.375000 Penalty: 4691.197266
	Iteration 103Q: 3 clusters Score -1906329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -1906336.500000 Penalty: 4691.197266
	Iteration 104Q: 3 clusters Score -1906336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1906342.000000 Penalty: 4691.197266
	Iteration 105Q: 3 clusters Score -1906342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1906351.500000 Penalty: 4691.197266
	Iteration 106Q: 3 clusters Score -1906352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1906357.875000 Penalty: 4691.197266
	Iteration 107Q: 3 clusters Score -1906358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1906364.500000 Penalty: 4691.197266
	Iteration 108Q: 3 clusters Score -1906364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1906370.250000 Penalty: 4691.197266
	Iteration 109Q: 3 clusters Score -1906370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1906375.250000 Penalty: 4691.197266
	Iteration 110Q: 3 clusters Score -1906375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1906382.875000 Penalty: 4691.197266
	Iteration 111Q: 3 clusters Score -1906383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1906385.500000 Penalty: 4691.197266
	Iteration 112Q: 3 clusters Score -1906386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1906388.000000 Penalty: 4691.197266
	Iteration 113Q: 3 clusters Score -1906388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1906391.750000 Penalty: 4691.197266
	Iteration 114Q: 3 clusters Score -1906392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1906392.875000 Penalty: 4691.197266
	Iteration 115Q: 3 clusters Score -1906393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1906394.250000 Penalty: 4691.197266
	Iteration 116Q: 3 clusters Score -1906394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1906394.500000 Penalty: 4691.197266
	Iteration 117Q: 3 clusters Score -1906394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1906400.125000 Penalty: 4691.197266
	Iteration 118Q: 3 clusters Score -1906400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1906403.500000 Penalty: 4691.197266
	Iteration 119Q: 3 clusters Score -1906404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1906408.625000 Penalty: 4691.197266
	Iteration 120F: 3 clusters Score -1906409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1906411.625000 Penalty: 4691.197266
	Iteration 121Q: 3 clusters Score -1906412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1906414.500000 Penalty: 4691.197266
	Iteration 122Q: 3 clusters Score -1906414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1906415.625000 Penalty: 4691.197266
	Iteration 123Q: 3 clusters Score -1906416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1906418.500000 Penalty: 4691.197266
	Iteration 124Q: 3 clusters Score -1906418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1906418.250000 Penalty: 4691.197266
	Iteration 125Q: 3 clusters Score -1906418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1906420.875000 Penalty: 4691.197266
	Iteration 126Q: 3 clusters Score -1906421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1906420.000000 Penalty: 4691.197266
	Iteration 127Q: 3 clusters Score -1906420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1906422.875000 Penalty: 4691.197266
	Iteration 128Q: 3 clusters Score -1906423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1906421.625000 Penalty: 4691.197266
	Iteration 129Q: 3 clusters Score -1906422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1906425.250000 Penalty: 4691.197266
	Iteration 130Q: 3 clusters Score -1906425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1906425.250000 Penalty: 4691.197266
	Iteration 131F: 3 clusters Score -1906425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Entering Unmasked Estep 
Score: -5489090.000000 Penalty: 2605.989502
	Iteration 0F: 2 clusters Score -5489090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -5464223.500000 Penalty: 5211.979004
	Iteration 0F: 3 clusters Score -5464224 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5473589.500000 Penalty: 5211.979004
	Iteration 1F: 3 clusters Score -5473590 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -5474155.500000 Penalty: 5211.979004
	Iteration 2Q: 3 clusters Score -5474156 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5474607.500000 Penalty: 5211.979004
	Iteration 3Q: 3 clusters Score -5474608 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5475060.500000 Penalty: 5211.979004
	Iteration 4Q: 3 clusters Score -5475060 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -5475485.500000 Penalty: 5211.979004
	Iteration 5Q: 3 clusters Score -5475486 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5475892.500000 Penalty: 5211.979004
	Iteration 6Q: 3 clusters Score -5475892 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -5476310.500000 Penalty: 5211.979004
	Iteration 7Q: 3 clusters Score -5476310 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5476736.500000 Penalty: 5211.979004
	Iteration 8Q: 3 clusters Score -5476736 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -5477252.500000 Penalty: 5211.979004
	Iteration 9Q: 3 clusters Score -5477252 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -5477913.000000 Penalty: 5211.979004
	Iteration 10Q: 3 clusters Score -5477913 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5478727.000000 Penalty: 5211.979004
	Iteration 11Q: 3 clusters Score -5478727 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -5479771.500000 Penalty: 5211.979004
	Iteration 12Q: 3 clusters Score -5479772 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -5480790.500000 Penalty: 5211.979004
	Iteration 13Q: 3 clusters Score -5480790 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -5481795.500000 Penalty: 5211.979004
	Iteration 14Q: 3 clusters Score -5481796 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -5482654.500000 Penalty: 5211.979004
	Iteration 15Q: 3 clusters Score -5482654 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5483443.000000 Penalty: 5211.979004
	Iteration 16Q: 3 clusters Score -5483443 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -5484144.500000 Penalty: 5211.979004
	Iteration 17Q: 3 clusters Score -5484144 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -5484743.500000 Penalty: 5211.979004
	Iteration 18Q: 3 clusters Score -5484744 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -5485294.500000 Penalty: 5211.979004
	Iteration 19Q: 3 clusters Score -5485294 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5485751.000000 Penalty: 5211.979004
	Iteration 20F: 3 clusters Score -5485751 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5486103.500000 Penalty: 5211.979004
	Iteration 21Q: 3 clusters Score -5486104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -5486317.500000 Penalty: 5211.979004
	Iteration 22Q: 3 clusters Score -5486318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -5486514.000000 Penalty: 5211.979004
	Iteration 23Q: 3 clusters Score -5486514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5486638.000000 Penalty: 5211.979004
	Iteration 24Q: 3 clusters Score -5486638 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -5486731.000000 Penalty: 5211.979004
	Iteration 25Q: 3 clusters Score -5486731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -5486775.500000 Penalty: 5211.979004
	Iteration 26Q: 3 clusters Score -5486776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -5486793.500000 Penalty: 5211.979004
	Iteration 27Q: 3 clusters Score -5486794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -5486804.000000 Penalty: 5211.979004
	Iteration 28Q: 3 clusters Score -5486804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -5486812.500000 Penalty: 5211.979004
	Iteration 29Q: 3 clusters Score -5486812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5486828.000000 Penalty: 5211.979004
	Iteration 30Q: 3 clusters Score -5486828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -5486838.500000 Penalty: 5211.979004
	Iteration 31Q: 3 clusters Score -5486838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -5486845.500000 Penalty: 5211.979004
	Iteration 32Q: 3 clusters Score -5486846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5486848.500000 Penalty: 5211.979004
	Iteration 33Q: 3 clusters Score -5486848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -5486852.500000 Penalty: 5211.979004
	Iteration 34Q: 3 clusters Score -5486852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -5486856.500000 Penalty: 5211.979004
	Iteration 35Q: 3 clusters Score -5486856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -5486859.000000 Penalty: 5211.979004
	Iteration 36Q: 3 clusters Score -5486859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5486857.000000 Penalty: 5211.979004
	Iteration 37Q: 3 clusters Score -5486857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5486857.000000 Penalty: 5211.979004
	Iteration 38F: 3 clusters Score -5486857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Entering Unmasked Estep 
Score: -14038552.000000 Penalty: 2838.089111
	Iteration 0F: 2 clusters Score -1.403855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -13976142.000000 Penalty: 5676.178223
	Iteration 0F: 3 clusters Score -1.397614e+07 nChanged 44159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -14001275.000000 Penalty: 5676.178223
	Iteration 1F: 3 clusters Score -1.400128e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -14002151.000000 Penalty: 5676.178223
	Iteration 2Q: 3 clusters Score -1.400215e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -14003360.000000 Penalty: 5676.178223
	Iteration 3Q: 3 clusters Score -1.400336e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -14005114.000000 Penalty: 5676.178223
	Iteration 4Q: 3 clusters Score -1.400511e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -14008666.000000 Penalty: 5676.178223
	Iteration 5F: 3 clusters Score -1.400867e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -14014519.000000 Penalty: 5676.178223
	Iteration 6F: 3 clusters Score -1.401452e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -14022659.000000 Penalty: 5676.178223
	Iteration 7F: 3 clusters Score -1.402266e+07 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87053 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -14030023.000000 Penalty: 5676.178223
	Iteration 8F: 3 clusters Score -1.403002e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -14034006.000000 Penalty: 5676.178223
	Iteration 9Q: 3 clusters Score -1.403401e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92495 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14035321.000000 Penalty: 5676.178223
	Iteration 10Q: 3 clusters Score -1.403532e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92878 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14035686.000000 Penalty: 5676.178223
	Iteration 11Q: 3 clusters Score -1.403569e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14035895.000000 Penalty: 5676.178223
	Iteration 12Q: 3 clusters Score -1.40359e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14035970.000000 Penalty: 5676.178223
	Iteration 13Q: 3 clusters Score -1.403597e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14036019.000000 Penalty: 5676.178223
	Iteration 14Q: 3 clusters Score -1.403602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14036038.000000 Penalty: 5676.178223
	Iteration 15Q: 3 clusters Score -1.403604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14036053.000000 Penalty: 5676.178223
	Iteration 16Q: 3 clusters Score -1.403605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14036063.000000 Penalty: 5676.178223
	Iteration 17Q: 3 clusters Score -1.403606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14036063.000000 Penalty: 5676.178223
	Iteration 18Q: 3 clusters Score -1.403606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14036065.000000 Penalty: 5676.178223
	Iteration 19Q: 3 clusters Score -1.403606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14036065.000000 Penalty: 5676.178223
	Iteration 20F: 3 clusters Score -1.403606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Entering Unmasked Estep 
Score: -1106633.625000 Penalty: 2225.422607
	Iteration 0F: 2 clusters Score -1106634 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 4000 members 
Entering Unmasked Estep 
Score: -1100336.125000 Penalty: 4450.845215
	Iteration 0F: 3 clusters Score -1100336 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1102206.625000 Penalty: 4450.845215
	Iteration 1F: 3 clusters Score -1102207 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1102581.125000 Penalty: 4450.845215
	Iteration 2F: 3 clusters Score -1102581 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1102825.625000 Penalty: 4450.845215
	Iteration 3F: 3 clusters Score -1102826 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1102996.250000 Penalty: 4450.845215
	Iteration 4Q: 3 clusters Score -1102996 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1103169.375000 Penalty: 4450.845215
	Iteration 5Q: 3 clusters Score -1103169 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1103356.750000 Penalty: 4450.845215
	Iteration 6Q: 3 clusters Score -1103357 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1103577.000000 Penalty: 4450.845215
	Iteration 7Q: 3 clusters Score -1103577 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1103823.625000 Penalty: 4450.845215
	Iteration 8Q: 3 clusters Score -1103824 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1104111.500000 Penalty: 4450.845215
	Iteration 9Q: 3 clusters Score -1104112 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1104370.375000 Penalty: 4450.845215
	Iteration 10Q: 3 clusters Score -1104370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1104567.000000 Penalty: 4450.845215
	Iteration 11Q: 3 clusters Score -1104567 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1104723.625000 Penalty: 4450.845215
	Iteration 12Q: 3 clusters Score -1104724 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1104836.375000 Penalty: 4450.845215
	Iteration 13Q: 3 clusters Score -1104836 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1104918.500000 Penalty: 4450.845215
	Iteration 14Q: 3 clusters Score -1104918 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1104990.625000 Penalty: 4450.845215
	Iteration 15Q: 3 clusters Score -1104991 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1105055.000000 Penalty: 4450.845215
	Iteration 16Q: 3 clusters Score -1105055 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1105106.750000 Penalty: 4450.845215
	Iteration 17Q: 3 clusters Score -1105107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1105145.875000 Penalty: 4450.845215
	Iteration 18Q: 3 clusters Score -1105146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1105194.750000 Penalty: 4450.845215
	Iteration 19Q: 3 clusters Score -1105195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1105244.125000 Penalty: 4450.845215
	Iteration 20F: 3 clusters Score -1105244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1105299.875000 Penalty: 4450.845215
	Iteration 21Q: 3 clusters Score -1105300 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1105355.125000 Penalty: 4450.845215
	Iteration 22Q: 3 clusters Score -1105355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1105411.125000 Penalty: 4450.845215
	Iteration 23Q: 3 clusters Score -1105411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1105484.250000 Penalty: 4450.845215
	Iteration 24Q: 3 clusters Score -1105484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1105559.375000 Penalty: 4450.845215
	Iteration 25Q: 3 clusters Score -1105559 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1105639.875000 Penalty: 4450.845215
	Iteration 26Q: 3 clusters Score -1105640 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1105726.500000 Penalty: 4450.845215
	Iteration 27Q: 3 clusters Score -1105726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1105826.250000 Penalty: 4450.845215
	Iteration 28Q: 3 clusters Score -1105826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1105905.250000 Penalty: 4450.845215
	Iteration 29Q: 3 clusters Score -1105905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1105964.875000 Penalty: 4450.845215
	Iteration 30Q: 3 clusters Score -1105965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1106003.625000 Penalty: 4450.845215
	Iteration 31Q: 3 clusters Score -1106004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1106031.000000 Penalty: 4450.845215
	Iteration 32Q: 3 clusters Score -1106031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1106048.125000 Penalty: 4450.845215
	Iteration 33Q: 3 clusters Score -1106048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1106054.500000 Penalty: 4450.845215
	Iteration 34Q: 3 clusters Score -1106054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1106057.250000 Penalty: 4450.845215
	Iteration 35Q: 3 clusters Score -1106057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1106063.625000 Penalty: 4450.845215
	Iteration 36Q: 3 clusters Score -1106064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1106064.875000 Penalty: 4450.845215
	Iteration 37Q: 3 clusters Score -1106065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1106064.625000 Penalty: 4450.845215
	Iteration 38Q: 3 clusters Score -1106065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1106068.375000 Penalty: 4450.845215
	Iteration 39Q: 3 clusters Score -1106068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1106065.750000 Penalty: 4450.845215
	Iteration 40F: 3 clusters Score -1106066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1106065.625000 Penalty: 4450.845215
	Iteration 41Q: 3 clusters Score -1106066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1106065.625000 Penalty: 4450.845215
	Iteration 42F: 3 clusters Score -1106066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Entering Unmasked Estep 
Score: -4431036.500000 Penalty: 2554.269775
	Iteration 0F: 2 clusters Score -4431036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4410654.500000 Penalty: 5108.539551
	Iteration 0F: 3 clusters Score -4410654 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4418169.000000 Penalty: 5108.539551
	Iteration 1F: 3 clusters Score -4418169 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -4418985.500000 Penalty: 5108.539551
	Iteration 2F: 3 clusters Score -4418986 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -4419922.000000 Penalty: 5108.539551
	Iteration 3F: 3 clusters Score -4419922 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -4420938.000000 Penalty: 5108.539551
	Iteration 4F: 3 clusters Score -4420938 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -4421975.500000 Penalty: 5108.539551
	Iteration 5F: 3 clusters Score -4421976 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4422914.000000 Penalty: 5108.539551
	Iteration 6F: 3 clusters Score -4422914 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4423693.500000 Penalty: 5108.539551
	Iteration 7Q: 3 clusters Score -4423694 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4424412.000000 Penalty: 5108.539551
	Iteration 8Q: 3 clusters Score -4424412 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4424957.500000 Penalty: 5108.539551
	Iteration 9Q: 3 clusters Score -4424958 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -4425448.000000 Penalty: 5108.539551
	Iteration 10Q: 3 clusters Score -4425448 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -4425888.000000 Penalty: 5108.539551
	Iteration 11Q: 3 clusters Score -4425888 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4426254.500000 Penalty: 5108.539551
	Iteration 12Q: 3 clusters Score -4426254 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4426596.000000 Penalty: 5108.539551
	Iteration 13Q: 3 clusters Score -4426596 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4426883.000000 Penalty: 5108.539551
	Iteration 14Q: 3 clusters Score -4426883 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -4427171.000000 Penalty: 5108.539551
	Iteration 15Q: 3 clusters Score -4427171 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4427408.000000 Penalty: 5108.539551
	Iteration 16Q: 3 clusters Score -4427408 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4427605.500000 Penalty: 5108.539551
	Iteration 17Q: 3 clusters Score -4427606 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -4427797.000000 Penalty: 5108.539551
	Iteration 18Q: 3 clusters Score -4427797 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4427975.500000 Penalty: 5108.539551
	Iteration 19Q: 3 clusters Score -4427976 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -4428119.000000 Penalty: 5108.539551
	Iteration 20F: 3 clusters Score -4428119 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4428258.000000 Penalty: 5108.539551
	Iteration 21Q: 3 clusters Score -4428258 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4428372.500000 Penalty: 5108.539551
	Iteration 22Q: 3 clusters Score -4428372 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4428461.000000 Penalty: 5108.539551
	Iteration 23Q: 3 clusters Score -4428461 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4428538.500000 Penalty: 5108.539551
	Iteration 24Q: 3 clusters Score -4428538 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4428623.500000 Penalty: 5108.539551
	Iteration 25Q: 3 clusters Score -4428624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4428685.000000 Penalty: 5108.539551
	Iteration 26Q: 3 clusters Score -4428685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4428734.500000 Penalty: 5108.539551
	Iteration 27Q: 3 clusters Score -4428734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4428747.500000 Penalty: 5108.539551
	Iteration 28Q: 3 clusters Score -4428748 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4428775.500000 Penalty: 5108.539551
	Iteration 29Q: 3 clusters Score -4428776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4428781.000000 Penalty: 5108.539551
	Iteration 30Q: 3 clusters Score -4428781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4428795.000000 Penalty: 5108.539551
	Iteration 31Q: 3 clusters Score -4428795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4428805.000000 Penalty: 5108.539551
	Iteration 32Q: 3 clusters Score -4428805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4428816.000000 Penalty: 5108.539551
	Iteration 33Q: 3 clusters Score -4428816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4428826.000000 Penalty: 5108.539551
	Iteration 34Q: 3 clusters Score -4428826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4428843.500000 Penalty: 5108.539551
	Iteration 35Q: 3 clusters Score -4428844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4428850.500000 Penalty: 5108.539551
	Iteration 36Q: 3 clusters Score -4428850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4428863.500000 Penalty: 5108.539551
	Iteration 37Q: 3 clusters Score -4428864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4428865.500000 Penalty: 5108.539551
	Iteration 38Q: 3 clusters Score -4428866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4428869.500000 Penalty: 5108.539551
	Iteration 39Q: 3 clusters Score -4428870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4428868.000000 Penalty: 5108.539551
	Iteration 40F: 3 clusters Score -4428868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4428873.500000 Penalty: 5108.539551
	Iteration 41Q: 3 clusters Score -4428874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4428883.000000 Penalty: 5108.539551
	Iteration 42Q: 3 clusters Score -4428883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4428881.000000 Penalty: 5108.539551
	Iteration 43Q: 3 clusters Score -4428881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4428877.500000 Penalty: 5108.539551
	Iteration 44Q: 3 clusters Score -4428878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4428889.000000 Penalty: 5108.539551
	Iteration 45Q: 3 clusters Score -4428889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4428894.000000 Penalty: 5108.539551
	Iteration 46Q: 3 clusters Score -4428894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4428896.500000 Penalty: 5108.539551
	Iteration 47Q: 3 clusters Score -4428896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4428892.000000 Penalty: 5108.539551
	Iteration 48Q: 3 clusters Score -4428892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4428897.000000 Penalty: 5108.539551
	Iteration 49Q: 3 clusters Score -4428897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4428894.500000 Penalty: 5108.539551
	Iteration 50Q: 3 clusters Score -4428894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4428898.000000 Penalty: 5108.539551
	Iteration 51Q: 3 clusters Score -4428898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4428901.000000 Penalty: 5108.539551
	Iteration 52Q: 3 clusters Score -4428901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4428910.000000 Penalty: 5108.539551
	Iteration 53Q: 3 clusters Score -4428910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4428909.000000 Penalty: 5108.539551
	Iteration 54Q: 3 clusters Score -4428909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4428915.000000 Penalty: 5108.539551
	Iteration 55Q: 3 clusters Score -4428915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4428912.000000 Penalty: 5108.539551
	Iteration 56Q: 3 clusters Score -4428912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4428911.000000 Penalty: 5108.539551
	Iteration 57Q: 3 clusters Score -4428911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4428911.000000 Penalty: 5108.539551
	Iteration 58F: 3 clusters Score -4428911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -944771.875000 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -944771.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -939310.000000 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -939310 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -940804.750000 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -940804.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -941329.062500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -941329.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -941862.312500 Penalty: 4356.944824
	Iteration 3F: 3 clusters Score -941862.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -942438.562500 Penalty: 4356.944824
	Iteration 4F: 3 clusters Score -942438.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -942942.437500 Penalty: 4356.944824
	Iteration 5F: 3 clusters Score -942942.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -943303.000000 Penalty: 4356.944824
	Iteration 6F: 3 clusters Score -943303 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -943510.375000 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -943510.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -943613.312500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -943613.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -943659.437500 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -943659.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -943681.437500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -943681.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -943690.625000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -943690.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -943700.250000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -943700.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -943709.187500 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -943709.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -943714.062500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -943714.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -943715.000000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -943715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -943719.437500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -943719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -943721.562500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -943721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -943720.687500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -943720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -943720.687500 Penalty: 4356.944824
	Iteration 19F: 3 clusters Score -943720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Entering Unmasked Estep 
Score: -1574246.000000 Penalty: 2296.264404
	Iteration 0F: 2 clusters Score -1574246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1566227.125000 Penalty: 4592.528809
	Iteration 0F: 3 clusters Score -1566227 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1568563.750000 Penalty: 4592.528809
	Iteration 1F: 3 clusters Score -1568564 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1568843.375000 Penalty: 4592.528809
	Iteration 2F: 3 clusters Score -1568843 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1569058.000000 Penalty: 4592.528809
	Iteration 3Q: 3 clusters Score -1569058 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1569244.000000 Penalty: 4592.528809
	Iteration 4Q: 3 clusters Score -1569244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1569434.375000 Penalty: 4592.528809
	Iteration 5Q: 3 clusters Score -1569434 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1569635.250000 Penalty: 4592.528809
	Iteration 6Q: 3 clusters Score -1569635 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1569849.875000 Penalty: 4592.528809
	Iteration 7Q: 3 clusters Score -1569850 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1570109.250000 Penalty: 4592.528809
	Iteration 8Q: 3 clusters Score -1570109 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1570407.375000 Penalty: 4592.528809
	Iteration 9Q: 3 clusters Score -1570407 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1570715.375000 Penalty: 4592.528809
	Iteration 10Q: 3 clusters Score -1570715 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1570987.750000 Penalty: 4592.528809
	Iteration 11Q: 3 clusters Score -1570988 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1571239.500000 Penalty: 4592.528809
	Iteration 12Q: 3 clusters Score -1571240 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1571462.625000 Penalty: 4592.528809
	Iteration 13Q: 3 clusters Score -1571463 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1571675.625000 Penalty: 4592.528809
	Iteration 14Q: 3 clusters Score -1571676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1571894.875000 Penalty: 4592.528809
	Iteration 15Q: 3 clusters Score -1571895 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1572033.500000 Penalty: 4592.528809
	Iteration 16Q: 3 clusters Score -1572034 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1572101.500000 Penalty: 4592.528809
	Iteration 17Q: 3 clusters Score -1572102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1572144.125000 Penalty: 4592.528809
	Iteration 18Q: 3 clusters Score -1572144 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1572176.750000 Penalty: 4592.528809
	Iteration 19Q: 3 clusters Score -1572177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1572206.250000 Penalty: 4592.528809
	Iteration 20F: 3 clusters Score -1572206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1572232.125000 Penalty: 4592.528809
	Iteration 21Q: 3 clusters Score -1572232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1572252.750000 Penalty: 4592.528809
	Iteration 22Q: 3 clusters Score -1572253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1572265.375000 Penalty: 4592.528809
	Iteration 23Q: 3 clusters Score -1572265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1572276.500000 Penalty: 4592.528809
	Iteration 24Q: 3 clusters Score -1572276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1572280.750000 Penalty: 4592.528809
	Iteration 25Q: 3 clusters Score -1572281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1572284.500000 Penalty: 4592.528809
	Iteration 26Q: 3 clusters Score -1572284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1572289.250000 Penalty: 4592.528809
	Iteration 27Q: 3 clusters Score -1572289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1572293.750000 Penalty: 4592.528809
	Iteration 28Q: 3 clusters Score -1572294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1572301.625000 Penalty: 4592.528809
	Iteration 29Q: 3 clusters Score -1572302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1572303.750000 Penalty: 4592.528809
	Iteration 30Q: 3 clusters Score -1572304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1572311.375000 Penalty: 4592.528809
	Iteration 31Q: 3 clusters Score -1572311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1572318.375000 Penalty: 4592.528809
	Iteration 32Q: 3 clusters Score -1572318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1572321.000000 Penalty: 4592.528809
	Iteration 33Q: 3 clusters Score -1572321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1572326.500000 Penalty: 4592.528809
	Iteration 34Q: 3 clusters Score -1572326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1572328.250000 Penalty: 4592.528809
	Iteration 35Q: 3 clusters Score -1572328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1572329.500000 Penalty: 4592.528809
	Iteration 36Q: 3 clusters Score -1572330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1572330.250000 Penalty: 4592.528809
	Iteration 37Q: 3 clusters Score -1572330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1572333.000000 Penalty: 4592.528809
	Iteration 38Q: 3 clusters Score -1572333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1572336.000000 Penalty: 4592.528809
	Iteration 39Q: 3 clusters Score -1572336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1572335.250000 Penalty: 4592.528809
	Iteration 40F: 3 clusters Score -1572335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1572334.875000 Penalty: 4592.528809
	Iteration 41Q: 3 clusters Score -1572335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1572337.125000 Penalty: 4592.528809
	Iteration 42Q: 3 clusters Score -1572337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1572337.375000 Penalty: 4592.528809
	Iteration 43Q: 3 clusters Score -1572337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1572337.375000 Penalty: 4592.528809
	Iteration 44F: 3 clusters Score -1572337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -2360660.250000 Penalty: 2415.088379
	Iteration 0F: 2 clusters Score -2360660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2348733.250000 Penalty: 4830.176758
	Iteration 0F: 3 clusters Score -2348733 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2352811.500000 Penalty: 4830.176758
	Iteration 1F: 3 clusters Score -2352812 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2353470.750000 Penalty: 4830.176758
	Iteration 2F: 3 clusters Score -2353471 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2354056.750000 Penalty: 4830.176758
	Iteration 3F: 3 clusters Score -2354057 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2354557.500000 Penalty: 4830.176758
	Iteration 4F: 3 clusters Score -2354558 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2355010.250000 Penalty: 4830.176758
	Iteration 5Q: 3 clusters Score -2355010 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2355344.250000 Penalty: 4830.176758
	Iteration 6Q: 3 clusters Score -2355344 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2355603.000000 Penalty: 4830.176758
	Iteration 7Q: 3 clusters Score -2355603 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2355802.500000 Penalty: 4830.176758
	Iteration 8Q: 3 clusters Score -2355802 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2355992.750000 Penalty: 4830.176758
	Iteration 9Q: 3 clusters Score -2355993 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2356185.750000 Penalty: 4830.176758
	Iteration 10Q: 3 clusters Score -2356186 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2356377.250000 Penalty: 4830.176758
	Iteration 11Q: 3 clusters Score -2356377 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2356548.500000 Penalty: 4830.176758
	Iteration 12Q: 3 clusters Score -2356548 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2356743.000000 Penalty: 4830.176758
	Iteration 13Q: 3 clusters Score -2356743 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2356922.500000 Penalty: 4830.176758
	Iteration 14Q: 3 clusters Score -2356922 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2357058.000000 Penalty: 4830.176758
	Iteration 15Q: 3 clusters Score -2357058 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2357205.000000 Penalty: 4830.176758
	Iteration 16Q: 3 clusters Score -2357205 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2357355.250000 Penalty: 4830.176758
	Iteration 17Q: 3 clusters Score -2357355 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2357519.250000 Penalty: 4830.176758
	Iteration 18Q: 3 clusters Score -2357519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2357654.500000 Penalty: 4830.176758
	Iteration 19Q: 3 clusters Score -2357654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2357758.250000 Penalty: 4830.176758
	Iteration 20F: 3 clusters Score -2357758 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2357886.750000 Penalty: 4830.176758
	Iteration 21Q: 3 clusters Score -2357887 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2357993.000000 Penalty: 4830.176758
	Iteration 22Q: 3 clusters Score -2357993 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2358089.000000 Penalty: 4830.176758
	Iteration 23Q: 3 clusters Score -2358089 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2358181.250000 Penalty: 4830.176758
	Iteration 24Q: 3 clusters Score -2358181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2358254.250000 Penalty: 4830.176758
	Iteration 25Q: 3 clusters Score -2358254 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2358319.250000 Penalty: 4830.176758
	Iteration 26Q: 3 clusters Score -2358319 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2358370.000000 Penalty: 4830.176758
	Iteration 27Q: 3 clusters Score -2358370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2358421.000000 Penalty: 4830.176758
	Iteration 28Q: 3 clusters Score -2358421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2358462.000000 Penalty: 4830.176758
	Iteration 29Q: 3 clusters Score -2358462 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2358504.500000 Penalty: 4830.176758
	Iteration 30Q: 3 clusters Score -2358504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2358539.500000 Penalty: 4830.176758
	Iteration 31Q: 3 clusters Score -2358540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2358578.000000 Penalty: 4830.176758
	Iteration 32Q: 3 clusters Score -2358578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2358608.500000 Penalty: 4830.176758
	Iteration 33Q: 3 clusters Score -2358608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2358636.000000 Penalty: 4830.176758
	Iteration 34Q: 3 clusters Score -2358636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2358655.500000 Penalty: 4830.176758
	Iteration 35Q: 3 clusters Score -2358656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2358677.250000 Penalty: 4830.176758
	Iteration 36Q: 3 clusters Score -2358677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2358695.750000 Penalty: 4830.176758
	Iteration 37Q: 3 clusters Score -2358696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2358711.250000 Penalty: 4830.176758
	Iteration 38Q: 3 clusters Score -2358711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2358723.500000 Penalty: 4830.176758
	Iteration 39Q: 3 clusters Score -2358724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2358737.250000 Penalty: 4830.176758
	Iteration 40F: 3 clusters Score -2358737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2358743.500000 Penalty: 4830.176758
	Iteration 41Q: 3 clusters Score -2358744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2358742.500000 Penalty: 4830.176758
	Iteration 42Q: 3 clusters Score -2358742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2358747.000000 Penalty: 4830.176758
	Iteration 43Q: 3 clusters Score -2358747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2358751.000000 Penalty: 4830.176758
	Iteration 44Q: 3 clusters Score -2358751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2358751.500000 Penalty: 4830.176758
	Iteration 45Q: 3 clusters Score -2358752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2358758.000000 Penalty: 4830.176758
	Iteration 46Q: 3 clusters Score -2358758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2358762.750000 Penalty: 4830.176758
	Iteration 47Q: 3 clusters Score -2358763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2358764.000000 Penalty: 4830.176758
	Iteration 48Q: 3 clusters Score -2358764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2358764.750000 Penalty: 4830.176758
	Iteration 49Q: 3 clusters Score -2358765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2358765.750000 Penalty: 4830.176758
	Iteration 50Q: 3 clusters Score -2358766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2358765.750000 Penalty: 4830.176758
	Iteration 51F: 3 clusters Score -2358766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -864511.375000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -864511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -859172.312500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -859172.3 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -860683.312500 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -860683.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -861055.875000 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -861055.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -861358.937500 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -861358.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -861557.500000 Penalty: 4339.788574
	Iteration 4F: 3 clusters Score -861557.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -861692.687500 Penalty: 4339.788574
	Iteration 5Q: 3 clusters Score -861692.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -861781.937500 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -861781.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -861847.187500 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -861847.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -861886.375000 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -861886.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -861913.375000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -861913.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -861937.187500 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -861937.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -861960.000000 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -861960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -861982.500000 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -861982.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -862007.312500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -862007.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -862032.062500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -862032.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -862055.875000 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -862055.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -862074.250000 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -862074.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -862092.812500 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -862092.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -862107.937500 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -862107.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -862127.000000 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -862127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -862140.937500 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -862140.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -862154.187500 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -862154.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -862165.750000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -862165.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -862174.562500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -862174.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -862183.812500 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -862183.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -862193.437500 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -862193.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -862200.000000 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -862200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -862212.375000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -862212.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -862225.437500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -862225.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -862242.000000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -862242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -862262.812500 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -862262.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -862278.125000 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -862278.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -862294.625000 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -862294.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -862311.562500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -862311.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -862332.875000 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -862332.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -862352.750000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -862352.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -862371.250000 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -862371.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -862390.437500 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -862390.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -862405.625000 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -862405.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -862420.187500 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -862420.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -862434.812500 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -862434.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -862444.875000 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -862444.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -862456.375000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -862456.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -862466.437500 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -862466.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -862476.937500 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -862476.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -862485.562500 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -862485.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -862498.125000 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -862498.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -862512.375000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -862512.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -862528.437500 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -862528.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -862544.687500 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -862544.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -862568.500000 Penalty: 4339.788574
	Iteration 50Q: 3 clusters Score -862568.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -862586.937500 Penalty: 4339.788574
	Iteration 51Q: 3 clusters Score -862586.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -862601.812500 Penalty: 4339.788574
	Iteration 52Q: 3 clusters Score -862601.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -862617.562500 Penalty: 4339.788574
	Iteration 53Q: 3 clusters Score -862617.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -862635.187500 Penalty: 4339.788574
	Iteration 54Q: 3 clusters Score -862635.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -862654.812500 Penalty: 4339.788574
	Iteration 55Q: 3 clusters Score -862654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -862677.937500 Penalty: 4339.788574
	Iteration 56Q: 3 clusters Score -862677.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -862712.687500 Penalty: 4339.788574
	Iteration 57Q: 3 clusters Score -862712.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -862751.000000 Penalty: 4339.788574
	Iteration 58Q: 3 clusters Score -862751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -862800.937500 Penalty: 4339.788574
	Iteration 59Q: 3 clusters Score -862800.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -862859.375000 Penalty: 4339.788574
	Iteration 60F: 3 clusters Score -862859.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -862932.875000 Penalty: 4339.788574
	Iteration 61Q: 3 clusters Score -862932.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -863005.000000 Penalty: 4339.788574
	Iteration 62Q: 3 clusters Score -863005 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -863095.875000 Penalty: 4339.788574
	Iteration 63Q: 3 clusters Score -863095.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -863171.125000 Penalty: 4339.788574
	Iteration 64Q: 3 clusters Score -863171.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -863225.250000 Penalty: 4339.788574
	Iteration 65Q: 3 clusters Score -863225.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -863278.437500 Penalty: 4339.788574
	Iteration 66Q: 3 clusters Score -863278.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -863333.375000 Penalty: 4339.788574
	Iteration 67Q: 3 clusters Score -863333.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -863382.750000 Penalty: 4339.788574
	Iteration 68Q: 3 clusters Score -863382.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -863430.875000 Penalty: 4339.788574
	Iteration 69Q: 3 clusters Score -863430.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -863482.562500 Penalty: 4339.788574
	Iteration 70Q: 3 clusters Score -863482.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -863531.812500 Penalty: 4339.788574
	Iteration 71Q: 3 clusters Score -863531.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -863578.812500 Penalty: 4339.788574
	Iteration 72Q: 3 clusters Score -863578.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -863622.250000 Penalty: 4339.788574
	Iteration 73Q: 3 clusters Score -863622.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -863663.562500 Penalty: 4339.788574
	Iteration 74Q: 3 clusters Score -863663.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -863708.062500 Penalty: 4339.788574
	Iteration 75Q: 3 clusters Score -863708.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -863737.625000 Penalty: 4339.788574
	Iteration 76Q: 3 clusters Score -863737.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -863769.187500 Penalty: 4339.788574
	Iteration 77Q: 3 clusters Score -863769.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -863794.062500 Penalty: 4339.788574
	Iteration 78Q: 3 clusters Score -863794.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -863815.875000 Penalty: 4339.788574
	Iteration 79Q: 3 clusters Score -863815.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -863833.000000 Penalty: 4339.788574
	Iteration 80F: 3 clusters Score -863833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -863857.875000 Penalty: 4339.788574
	Iteration 81Q: 3 clusters Score -863857.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -863881.375000 Penalty: 4339.788574
	Iteration 82Q: 3 clusters Score -863881.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -863904.937500 Penalty: 4339.788574
	Iteration 83Q: 3 clusters Score -863904.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -863924.250000 Penalty: 4339.788574
	Iteration 84Q: 3 clusters Score -863924.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -863940.875000 Penalty: 4339.788574
	Iteration 85Q: 3 clusters Score -863940.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -863954.000000 Penalty: 4339.788574
	Iteration 86Q: 3 clusters Score -863954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -863963.500000 Penalty: 4339.788574
	Iteration 87Q: 3 clusters Score -863963.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -863969.750000 Penalty: 4339.788574
	Iteration 88Q: 3 clusters Score -863969.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -863978.125000 Penalty: 4339.788574
	Iteration 89Q: 3 clusters Score -863978.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -863987.562500 Penalty: 4339.788574
	Iteration 90Q: 3 clusters Score -863987.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -863994.812500 Penalty: 4339.788574
	Iteration 91Q: 3 clusters Score -863994.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -863995.687500 Penalty: 4339.788574
	Iteration 92Q: 3 clusters Score -863995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -863997.687500 Penalty: 4339.788574
	Iteration 93Q: 3 clusters Score -863997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -864001.187500 Penalty: 4339.788574
	Iteration 94Q: 3 clusters Score -864001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -864002.000000 Penalty: 4339.788574
	Iteration 95Q: 3 clusters Score -864002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -864002.750000 Penalty: 4339.788574
	Iteration 96Q: 3 clusters Score -864002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -864004.937500 Penalty: 4339.788574
	Iteration 97Q: 3 clusters Score -864004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -864004.187500 Penalty: 4339.788574
	Iteration 98Q: 3 clusters Score -864004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -864004.937500 Penalty: 4339.788574
	Iteration 99Q: 3 clusters Score -864004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -864003.937500 Penalty: 4339.788574
	Iteration 100F: 3 clusters Score -864003.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -153972.218750 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -153972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -151991.890625 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -151991.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152516.171875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -152516.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152701.750000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -152701.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -152827.593750 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -152827.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152953.640625 Penalty: 3514.606934
	Iteration 4Q: 3 clusters Score -152953.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -153076.359375 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -153076.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153159.500000 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -153159.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -153217.546875 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -153217.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -153266.718750 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -153266.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -153309.625000 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -153309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153337.609375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -153337.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -153343.656250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -153343.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -153361.500000 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -153361.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -153386.640625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -153386.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153417.187500 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -153417.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153434.828125 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -153434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153453.156250 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -153453.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153464.375000 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -153464.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153477.375000 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -153477.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153487.671875 Penalty: 3514.606934
	Iteration 19Q: 3 clusters Score -153487.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -153497.656250 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -153497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153511.218750 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -153511.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153520.562500 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -153520.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -153527.796875 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -153527.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -153537.296875 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -153537.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -153558.375000 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -153558.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153584.625000 Penalty: 3514.606934
	Iteration 26Q: 3 clusters Score -153584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -153604.843750 Penalty: 3514.606934
	Iteration 27Q: 3 clusters Score -153604.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153616.000000 Penalty: 3514.606934
	Iteration 28Q: 3 clusters Score -153616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -153620.531250 Penalty: 3514.606934
	Iteration 29Q: 3 clusters Score -153620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153623.671875 Penalty: 3514.606934
	Iteration 30Q: 3 clusters Score -153623.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153635.375000 Penalty: 3514.606934
	Iteration 31Q: 3 clusters Score -153635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -153638.859375 Penalty: 3514.606934
	Iteration 32Q: 3 clusters Score -153638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -153638.859375 Penalty: 3514.606934
	Iteration 33F: 3 clusters Score -153638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Entering Unmasked Estep 
Score: -1665351.625000 Penalty: 2307.350098
	Iteration 0F: 2 clusters Score -1665352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1656962.000000 Penalty: 4614.700195
	Iteration 0F: 3 clusters Score -1656962 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1659332.000000 Penalty: 4614.700195
	Iteration 1F: 3 clusters Score -1659332 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1659687.375000 Penalty: 4614.700195
	Iteration 2F: 3 clusters Score -1659687 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1659932.875000 Penalty: 4614.700195
	Iteration 3F: 3 clusters Score -1659933 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1660108.875000 Penalty: 4614.700195
	Iteration 4Q: 3 clusters Score -1660109 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1660258.125000 Penalty: 4614.700195
	Iteration 5Q: 3 clusters Score -1660258 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1660391.750000 Penalty: 4614.700195
	Iteration 6Q: 3 clusters Score -1660392 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1660526.750000 Penalty: 4614.700195
	Iteration 7Q: 3 clusters Score -1660527 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1660660.375000 Penalty: 4614.700195
	Iteration 8Q: 3 clusters Score -1660660 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1660804.000000 Penalty: 4614.700195
	Iteration 9Q: 3 clusters Score -1660804 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1660978.375000 Penalty: 4614.700195
	Iteration 10Q: 3 clusters Score -1660978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1661194.625000 Penalty: 4614.700195
	Iteration 11Q: 3 clusters Score -1661195 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1661443.875000 Penalty: 4614.700195
	Iteration 12Q: 3 clusters Score -1661444 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1661761.875000 Penalty: 4614.700195
	Iteration 13Q: 3 clusters Score -1661762 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1662092.750000 Penalty: 4614.700195
	Iteration 14Q: 3 clusters Score -1662093 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1662423.750000 Penalty: 4614.700195
	Iteration 15Q: 3 clusters Score -1662424 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1662695.875000 Penalty: 4614.700195
	Iteration 16Q: 3 clusters Score -1662696 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1662881.375000 Penalty: 4614.700195
	Iteration 17Q: 3 clusters Score -1662881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1663010.500000 Penalty: 4614.700195
	Iteration 18Q: 3 clusters Score -1663010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1663095.625000 Penalty: 4614.700195
	Iteration 19Q: 3 clusters Score -1663096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1663153.000000 Penalty: 4614.700195
	Iteration 20F: 3 clusters Score -1663153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1663195.000000 Penalty: 4614.700195
	Iteration 21Q: 3 clusters Score -1663195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1663228.125000 Penalty: 4614.700195
	Iteration 22Q: 3 clusters Score -1663228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1663258.875000 Penalty: 4614.700195
	Iteration 23Q: 3 clusters Score -1663259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1663286.625000 Penalty: 4614.700195
	Iteration 24Q: 3 clusters Score -1663287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1663303.250000 Penalty: 4614.700195
	Iteration 25Q: 3 clusters Score -1663303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1663311.000000 Penalty: 4614.700195
	Iteration 26Q: 3 clusters Score -1663311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1663318.125000 Penalty: 4614.700195
	Iteration 27Q: 3 clusters Score -1663318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1663322.500000 Penalty: 4614.700195
	Iteration 28Q: 3 clusters Score -1663322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1663324.875000 Penalty: 4614.700195
	Iteration 29Q: 3 clusters Score -1663325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1663333.625000 Penalty: 4614.700195
	Iteration 30Q: 3 clusters Score -1663334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1663338.750000 Penalty: 4614.700195
	Iteration 31Q: 3 clusters Score -1663339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1663350.125000 Penalty: 4614.700195
	Iteration 32Q: 3 clusters Score -1663350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1663356.625000 Penalty: 4614.700195
	Iteration 33Q: 3 clusters Score -1663357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1663362.750000 Penalty: 4614.700195
	Iteration 34Q: 3 clusters Score -1663363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1663369.875000 Penalty: 4614.700195
	Iteration 35Q: 3 clusters Score -1663370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1663376.625000 Penalty: 4614.700195
	Iteration 36Q: 3 clusters Score -1663377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1663377.000000 Penalty: 4614.700195
	Iteration 37Q: 3 clusters Score -1663377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1663377.500000 Penalty: 4614.700195
	Iteration 38Q: 3 clusters Score -1663378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1663377.000000 Penalty: 4614.700195
	Iteration 39Q: 3 clusters Score -1663377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1663377.000000 Penalty: 4614.700195
	Iteration 40F: 3 clusters Score -1663377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Entering Unmasked Estep 
Score: -4036543.750000 Penalty: 2549.304932
	Iteration 0F: 2 clusters Score -4036544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4016563.500000 Penalty: 5098.609863
	Iteration 0F: 3 clusters Score -4016564 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4024376.500000 Penalty: 5098.609863
	Iteration 1F: 3 clusters Score -4024376 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -4025671.500000 Penalty: 5098.609863
	Iteration 2F: 3 clusters Score -4025672 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -4027024.000000 Penalty: 5098.609863
	Iteration 3F: 3 clusters Score -4027024 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -4028457.750000 Penalty: 5098.609863
	Iteration 4F: 3 clusters Score -4028458 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4029815.500000 Penalty: 5098.609863
	Iteration 5F: 3 clusters Score -4029816 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -4030878.750000 Penalty: 5098.609863
	Iteration 6F: 3 clusters Score -4030879 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4031681.750000 Penalty: 5098.609863
	Iteration 7Q: 3 clusters Score -4031682 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4032395.500000 Penalty: 5098.609863
	Iteration 8Q: 3 clusters Score -4032396 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4033009.750000 Penalty: 5098.609863
	Iteration 9Q: 3 clusters Score -4033010 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4033480.500000 Penalty: 5098.609863
	Iteration 10Q: 3 clusters Score -4033480 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4033901.750000 Penalty: 5098.609863
	Iteration 11Q: 3 clusters Score -4033902 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4034207.000000 Penalty: 5098.609863
	Iteration 12Q: 3 clusters Score -4034207 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -4034481.250000 Penalty: 5098.609863
	Iteration 13Q: 3 clusters Score -4034481 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -4034670.750000 Penalty: 5098.609863
	Iteration 14Q: 3 clusters Score -4034671 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4034837.500000 Penalty: 5098.609863
	Iteration 15Q: 3 clusters Score -4034838 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4034963.000000 Penalty: 5098.609863
	Iteration 16Q: 3 clusters Score -4034963 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -4035086.750000 Penalty: 5098.609863
	Iteration 17Q: 3 clusters Score -4035087 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4035184.750000 Penalty: 5098.609863
	Iteration 18Q: 3 clusters Score -4035185 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4035251.500000 Penalty: 5098.609863
	Iteration 19Q: 3 clusters Score -4035252 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4035310.500000 Penalty: 5098.609863
	Iteration 20F: 3 clusters Score -4035310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4035365.250000 Penalty: 5098.609863
	Iteration 21Q: 3 clusters Score -4035365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4035415.500000 Penalty: 5098.609863
	Iteration 22Q: 3 clusters Score -4035416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4035451.000000 Penalty: 5098.609863
	Iteration 23Q: 3 clusters Score -4035451 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4035484.000000 Penalty: 5098.609863
	Iteration 24Q: 3 clusters Score -4035484 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4035530.500000 Penalty: 5098.609863
	Iteration 25Q: 3 clusters Score -4035530 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4035579.750000 Penalty: 5098.609863
	Iteration 26Q: 3 clusters Score -4035580 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4035608.750000 Penalty: 5098.609863
	Iteration 27Q: 3 clusters Score -4035609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4035627.500000 Penalty: 5098.609863
	Iteration 28Q: 3 clusters Score -4035628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4035648.500000 Penalty: 5098.609863
	Iteration 29Q: 3 clusters Score -4035648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4035659.000000 Penalty: 5098.609863
	Iteration 30Q: 3 clusters Score -4035659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4035668.250000 Penalty: 5098.609863
	Iteration 31Q: 3 clusters Score -4035668 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4035678.000000 Penalty: 5098.609863
	Iteration 32Q: 3 clusters Score -4035678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4035691.500000 Penalty: 5098.609863
	Iteration 33Q: 3 clusters Score -4035692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4035693.500000 Penalty: 5098.609863
	Iteration 34Q: 3 clusters Score -4035694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4035699.000000 Penalty: 5098.609863
	Iteration 35Q: 3 clusters Score -4035699 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4035696.750000 Penalty: 5098.609863
	Iteration 36Q: 3 clusters Score -4035697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4035707.500000 Penalty: 5098.609863
	Iteration 37Q: 3 clusters Score -4035708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4035721.500000 Penalty: 5098.609863
	Iteration 38Q: 3 clusters Score -4035722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4035724.000000 Penalty: 5098.609863
	Iteration 39Q: 3 clusters Score -4035724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4035721.000000 Penalty: 5098.609863
	Iteration 40F: 3 clusters Score -4035721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4035721.750000 Penalty: 5098.609863
	Iteration 41Q: 3 clusters Score -4035722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4035725.750000 Penalty: 5098.609863
	Iteration 42Q: 3 clusters Score -4035726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4035721.000000 Penalty: 5098.609863
	Iteration 43Q: 3 clusters Score -4035721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4035722.750000 Penalty: 5098.609863
	Iteration 44Q: 3 clusters Score -4035723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4035748.500000 Penalty: 5098.609863
	Iteration 45Q: 3 clusters Score -4035748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4035750.250000 Penalty: 5098.609863
	Iteration 46Q: 3 clusters Score -4035750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4035757.500000 Penalty: 5098.609863
	Iteration 47Q: 3 clusters Score -4035758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4035770.250000 Penalty: 5098.609863
	Iteration 48Q: 3 clusters Score -4035770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4035759.000000 Penalty: 5098.609863
	Iteration 49Q: 3 clusters Score -4035759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4035758.250000 Penalty: 5098.609863
	Iteration 50Q: 3 clusters Score -4035758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4035766.250000 Penalty: 5098.609863
	Iteration 51Q: 3 clusters Score -4035766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4035768.500000 Penalty: 5098.609863
	Iteration 52Q: 3 clusters Score -4035768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4035766.500000 Penalty: 5098.609863
	Iteration 53Q: 3 clusters Score -4035766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4035765.750000 Penalty: 5098.609863
	Iteration 54Q: 3 clusters Score -4035766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4035774.500000 Penalty: 5098.609863
	Iteration 55Q: 3 clusters Score -4035774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4035769.250000 Penalty: 5098.609863
	Iteration 56Q: 3 clusters Score -4035769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4035773.500000 Penalty: 5098.609863
	Iteration 57Q: 3 clusters Score -4035774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4035773.000000 Penalty: 5098.609863
	Iteration 58Q: 3 clusters Score -4035773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4035773.000000 Penalty: 5098.609863
	Iteration 59Q: 3 clusters Score -4035773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4035770.750000 Penalty: 5098.609863
	Iteration 60F: 3 clusters Score -4035771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4035771.250000 Penalty: 5098.609863
	Iteration 61Q: 3 clusters Score -4035771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4035775.500000 Penalty: 5098.609863
	Iteration 62Q: 3 clusters Score -4035776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4035778.500000 Penalty: 5098.609863
	Iteration 63Q: 3 clusters Score -4035778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4035780.000000 Penalty: 5098.609863
	Iteration 64Q: 3 clusters Score -4035780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4035781.250000 Penalty: 5098.609863
	Iteration 65Q: 3 clusters Score -4035781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4035775.250000 Penalty: 5098.609863
	Iteration 66Q: 3 clusters Score -4035775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4035781.750000 Penalty: 5098.609863
	Iteration 67Q: 3 clusters Score -4035782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4035790.250000 Penalty: 5098.609863
	Iteration 68Q: 3 clusters Score -4035790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4035787.750000 Penalty: 5098.609863
	Iteration 69Q: 3 clusters Score -4035788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4035781.500000 Penalty: 5098.609863
	Iteration 70Q: 3 clusters Score -4035782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4035787.250000 Penalty: 5098.609863
	Iteration 71Q: 3 clusters Score -4035787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4035791.000000 Penalty: 5098.609863
	Iteration 72Q: 3 clusters Score -4035791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4035800.000000 Penalty: 5098.609863
	Iteration 73Q: 3 clusters Score -4035800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4035797.250000 Penalty: 5098.609863
	Iteration 74Q: 3 clusters Score -4035797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -4035804.750000 Penalty: 5098.609863
	Iteration 75Q: 3 clusters Score -4035805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4035800.500000 Penalty: 5098.609863
	Iteration 76Q: 3 clusters Score -4035800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4035796.000000 Penalty: 5098.609863
	Iteration 77Q: 3 clusters Score -4035796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -4035805.000000 Penalty: 5098.609863
	Iteration 78Q: 3 clusters Score -4035805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4035803.000000 Penalty: 5098.609863
	Iteration 79Q: 3 clusters Score -4035803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4035804.000000 Penalty: 5098.609863
	Iteration 80F: 3 clusters Score -4035804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4035807.250000 Penalty: 5098.609863
	Iteration 81Q: 3 clusters Score -4035807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4035809.250000 Penalty: 5098.609863
	Iteration 82Q: 3 clusters Score -4035809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4035808.250000 Penalty: 5098.609863
	Iteration 83Q: 3 clusters Score -4035808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4035810.500000 Penalty: 5098.609863
	Iteration 84Q: 3 clusters Score -4035810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4035812.000000 Penalty: 5098.609863
	Iteration 85Q: 3 clusters Score -4035812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4035809.500000 Penalty: 5098.609863
	Iteration 86Q: 3 clusters Score -4035810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4035811.750000 Penalty: 5098.609863
	Iteration 87Q: 3 clusters Score -4035812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4035811.750000 Penalty: 5098.609863
	Iteration 88F: 3 clusters Score -4035812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -1124211.750000 Penalty: 2216.723145
	Iteration 0F: 2 clusters Score -1124212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1118085.750000 Penalty: 4433.446289
	Iteration 0F: 3 clusters Score -1118086 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1119762.625000 Penalty: 4433.446289
	Iteration 1F: 3 clusters Score -1119763 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1120051.375000 Penalty: 4433.446289
	Iteration 2F: 3 clusters Score -1120051 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1120268.625000 Penalty: 4433.446289
	Iteration 3F: 3 clusters Score -1120269 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1120448.000000 Penalty: 4433.446289
	Iteration 4Q: 3 clusters Score -1120448 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1120639.250000 Penalty: 4433.446289
	Iteration 5Q: 3 clusters Score -1120639 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1120835.250000 Penalty: 4433.446289
	Iteration 6Q: 3 clusters Score -1120835 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1120990.375000 Penalty: 4433.446289
	Iteration 7Q: 3 clusters Score -1120990 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1121160.125000 Penalty: 4433.446289
	Iteration 8Q: 3 clusters Score -1121160 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1121349.375000 Penalty: 4433.446289
	Iteration 9Q: 3 clusters Score -1121349 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1121527.500000 Penalty: 4433.446289
	Iteration 10Q: 3 clusters Score -1121528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1121708.125000 Penalty: 4433.446289
	Iteration 11Q: 3 clusters Score -1121708 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1121904.000000 Penalty: 4433.446289
	Iteration 12Q: 3 clusters Score -1121904 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1122058.375000 Penalty: 4433.446289
	Iteration 13Q: 3 clusters Score -1122058 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1122184.000000 Penalty: 4433.446289
	Iteration 14Q: 3 clusters Score -1122184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1122286.375000 Penalty: 4433.446289
	Iteration 15Q: 3 clusters Score -1122286 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1122372.625000 Penalty: 4433.446289
	Iteration 16Q: 3 clusters Score -1122373 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1122446.500000 Penalty: 4433.446289
	Iteration 17Q: 3 clusters Score -1122446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1122489.500000 Penalty: 4433.446289
	Iteration 18Q: 3 clusters Score -1122490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1122510.375000 Penalty: 4433.446289
	Iteration 19Q: 3 clusters Score -1122510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1122525.375000 Penalty: 4433.446289
	Iteration 20F: 3 clusters Score -1122525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1122537.250000 Penalty: 4433.446289
	Iteration 21Q: 3 clusters Score -1122537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1122548.750000 Penalty: 4433.446289
	Iteration 22Q: 3 clusters Score -1122549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1122552.500000 Penalty: 4433.446289
	Iteration 23Q: 3 clusters Score -1122552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1122566.250000 Penalty: 4433.446289
	Iteration 24Q: 3 clusters Score -1122566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1122573.125000 Penalty: 4433.446289
	Iteration 25Q: 3 clusters Score -1122573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1122578.750000 Penalty: 4433.446289
	Iteration 26Q: 3 clusters Score -1122579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1122587.250000 Penalty: 4433.446289
	Iteration 27Q: 3 clusters Score -1122587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1122590.125000 Penalty: 4433.446289
	Iteration 28Q: 3 clusters Score -1122590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1122595.125000 Penalty: 4433.446289
	Iteration 29Q: 3 clusters Score -1122595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1122598.000000 Penalty: 4433.446289
	Iteration 30Q: 3 clusters Score -1122598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1122602.375000 Penalty: 4433.446289
	Iteration 31Q: 3 clusters Score -1122602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1122604.000000 Penalty: 4433.446289
	Iteration 32Q: 3 clusters Score -1122604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1122604.000000 Penalty: 4433.446289
	Iteration 33Q: 3 clusters Score -1122604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1122605.125000 Penalty: 4433.446289
	Iteration 34Q: 3 clusters Score -1122605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1122607.875000 Penalty: 4433.446289
	Iteration 35Q: 3 clusters Score -1122608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1122607.250000 Penalty: 4433.446289
	Iteration 36Q: 3 clusters Score -1122607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1122611.250000 Penalty: 4433.446289
	Iteration 37Q: 3 clusters Score -1122611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1122611.250000 Penalty: 4433.446289
	Iteration 38F: 3 clusters Score -1122611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -94479.242188 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -94479.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92824.257812 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -92824.26 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93320.335938 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -93320.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -93601.789062 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -93601.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -93822.171875 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -93822.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94098.710938 Penalty: 3250.043945
	Iteration 4F: 3 clusters Score -94098.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -94574.421875 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -94574.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -94729.617188 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -94729.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94856.546875 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -94856.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -94901.632812 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -94901.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94913.195312 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -94913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -94923.351562 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -94923.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -94928.281250 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -94928.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -94931.117188 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -94931.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -94932.789062 Penalty: 3250.043945
	Iteration 13F: 3 clusters Score -94932.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -94939.609375 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -94939.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -94945.109375 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -94945.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -94945.109375 Penalty: 3250.043945
	Iteration 16F: 3 clusters Score -94945.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80469 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67365 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76037 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88257 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 93331 members 
Mstep: Class 24 contains 179 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 29717 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 16954 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 522 members 
Mstep: Class 36 contains 3857 members 
Mstep: Class 37 contains 11439 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5258 members 
Mstep: Class 48 contains 29009 members 
Mstep: Class 49 contains 20764 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066096.000000 Penalty: 168590.921875
Splitting cluster 35 changes total score from -115067576.000000 to -115066096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Entering Unmasked Estep 
Score: -488251.593750 Penalty: 2047.895874
	Iteration 0F: 2 clusters Score -488251.6 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 1948 members 
Entering Unmasked Estep 
Score: -484498.781250 Penalty: 4095.791748
	Iteration 0F: 3 clusters Score -484498.8 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -485746.187500 Penalty: 4095.791748
	Iteration 1F: 3 clusters Score -485746.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -486330.625000 Penalty: 4095.791748
	Iteration 2F: 3 clusters Score -486330.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -486792.437500 Penalty: 4095.791748
	Iteration 3F: 3 clusters Score -486792.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -487119.156250 Penalty: 4095.791748
	Iteration 4F: 3 clusters Score -487119.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -487286.593750 Penalty: 4095.791748
	Iteration 5F: 3 clusters Score -487286.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -487395.406250 Penalty: 4095.791748
	Iteration 6Q: 3 clusters Score -487395.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -487462.062500 Penalty: 4095.791748
	Iteration 7Q: 3 clusters Score -487462.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -487504.593750 Penalty: 4095.791748
	Iteration 8Q: 3 clusters Score -487504.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -487525.531250 Penalty: 4095.791748
	Iteration 9Q: 3 clusters Score -487525.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -487541.718750 Penalty: 4095.791748
	Iteration 10Q: 3 clusters Score -487541.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -487554.375000 Penalty: 4095.791748
	Iteration 11Q: 3 clusters Score -487554.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -487563.781250 Penalty: 4095.791748
	Iteration 12Q: 3 clusters Score -487563.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -487572.093750 Penalty: 4095.791748
	Iteration 13Q: 3 clusters Score -487572.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -487581.125000 Penalty: 4095.791748
	Iteration 14Q: 3 clusters Score -487581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -487586.437500 Penalty: 4095.791748
	Iteration 15Q: 3 clusters Score -487586.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -487596.562500 Penalty: 4095.791748
	Iteration 16Q: 3 clusters Score -487596.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -487602.656250 Penalty: 4095.791748
	Iteration 17Q: 3 clusters Score -487602.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -487608.781250 Penalty: 4095.791748
	Iteration 18Q: 3 clusters Score -487608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -487612.968750 Penalty: 4095.791748
	Iteration 19Q: 3 clusters Score -487613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -487616.718750 Penalty: 4095.791748
	Iteration 20F: 3 clusters Score -487616.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -487619.593750 Penalty: 4095.791748
	Iteration 21Q: 3 clusters Score -487619.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -487620.281250 Penalty: 4095.791748
	Iteration 22Q: 3 clusters Score -487620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -487620.468750 Penalty: 4095.791748
	Iteration 23Q: 3 clusters Score -487620.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -487620.468750 Penalty: 4095.791748
	Iteration 24F: 3 clusters Score -487620.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -1669077.125000 Penalty: 2317.506348
	Iteration 0F: 2 clusters Score -1669077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1660513.750000 Penalty: 4635.012695
	Iteration 0F: 3 clusters Score -1660514 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1663165.250000 Penalty: 4635.012695
	Iteration 1F: 3 clusters Score -1663165 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1663633.125000 Penalty: 4635.012695
	Iteration 2F: 3 clusters Score -1663633 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1664117.625000 Penalty: 4635.012695
	Iteration 3F: 3 clusters Score -1664118 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1664689.625000 Penalty: 4635.012695
	Iteration 4F: 3 clusters Score -1664690 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1665299.750000 Penalty: 4635.012695
	Iteration 5F: 3 clusters Score -1665300 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1665826.125000 Penalty: 4635.012695
	Iteration 6F: 3 clusters Score -1665826 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1666211.875000 Penalty: 4635.012695
	Iteration 7Q: 3 clusters Score -1666212 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1666502.250000 Penalty: 4635.012695
	Iteration 8Q: 3 clusters Score -1666502 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1666689.625000 Penalty: 4635.012695
	Iteration 9Q: 3 clusters Score -1666690 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1666816.125000 Penalty: 4635.012695
	Iteration 10Q: 3 clusters Score -1666816 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1666925.125000 Penalty: 4635.012695
	Iteration 11Q: 3 clusters Score -1666925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1667036.250000 Penalty: 4635.012695
	Iteration 12Q: 3 clusters Score -1667036 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1667123.750000 Penalty: 4635.012695
	Iteration 13Q: 3 clusters Score -1667124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1667180.000000 Penalty: 4635.012695
	Iteration 14Q: 3 clusters Score -1667180 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1667227.375000 Penalty: 4635.012695
	Iteration 15Q: 3 clusters Score -1667227 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1667270.500000 Penalty: 4635.012695
	Iteration 16Q: 3 clusters Score -1667270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1667310.375000 Penalty: 4635.012695
	Iteration 17Q: 3 clusters Score -1667310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1667340.875000 Penalty: 4635.012695
	Iteration 18Q: 3 clusters Score -1667341 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1667361.250000 Penalty: 4635.012695
	Iteration 19Q: 3 clusters Score -1667361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1667371.375000 Penalty: 4635.012695
	Iteration 20F: 3 clusters Score -1667371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1667390.375000 Penalty: 4635.012695
	Iteration 21Q: 3 clusters Score -1667390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1667405.625000 Penalty: 4635.012695
	Iteration 22Q: 3 clusters Score -1667406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1667425.500000 Penalty: 4635.012695
	Iteration 23Q: 3 clusters Score -1667426 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1667452.750000 Penalty: 4635.012695
	Iteration 24Q: 3 clusters Score -1667453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1667486.250000 Penalty: 4635.012695
	Iteration 25Q: 3 clusters Score -1667486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1667520.000000 Penalty: 4635.012695
	Iteration 26Q: 3 clusters Score -1667520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1667553.625000 Penalty: 4635.012695
	Iteration 27Q: 3 clusters Score -1667554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1667574.375000 Penalty: 4635.012695
	Iteration 28Q: 3 clusters Score -1667574 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1667597.375000 Penalty: 4635.012695
	Iteration 29Q: 3 clusters Score -1667597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1667605.125000 Penalty: 4635.012695
	Iteration 30Q: 3 clusters Score -1667605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1667612.250000 Penalty: 4635.012695
	Iteration 31Q: 3 clusters Score -1667612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1667620.000000 Penalty: 4635.012695
	Iteration 32Q: 3 clusters Score -1667620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1667622.250000 Penalty: 4635.012695
	Iteration 33Q: 3 clusters Score -1667622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1667623.625000 Penalty: 4635.012695
	Iteration 34Q: 3 clusters Score -1667624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1667625.375000 Penalty: 4635.012695
	Iteration 35Q: 3 clusters Score -1667625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1667624.375000 Penalty: 4635.012695
	Iteration 36Q: 3 clusters Score -1667624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1667627.000000 Penalty: 4635.012695
	Iteration 37Q: 3 clusters Score -1667627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1667626.625000 Penalty: 4635.012695
	Iteration 38Q: 3 clusters Score -1667627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1667626.500000 Penalty: 4635.012695
	Iteration 39Q: 3 clusters Score -1667626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1667629.625000 Penalty: 4635.012695
	Iteration 40F: 3 clusters Score -1667630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1667631.625000 Penalty: 4635.012695
	Iteration 41Q: 3 clusters Score -1667632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1667632.375000 Penalty: 4635.012695
	Iteration 42Q: 3 clusters Score -1667632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1667632.375000 Penalty: 4635.012695
	Iteration 43F: 3 clusters Score -1667632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -955043.937500 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -955043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -949287.062500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -949287.1 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -950842.750000 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -950842.8 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -951260.187500 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -951260.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -951657.375000 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -951657.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -952036.375000 Penalty: 4376.821289
	Iteration 4F: 3 clusters Score -952036.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -952360.562500 Penalty: 4376.821289
	Iteration 5F: 3 clusters Score -952360.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -952615.812500 Penalty: 4376.821289
	Iteration 6F: 3 clusters Score -952615.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -952807.375000 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -952807.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -952961.375000 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -952961.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -953136.812500 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -953136.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -953294.437500 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -953294.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -953462.625000 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -953462.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -953649.312500 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -953649.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -953778.125000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -953778.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -953854.750000 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -953854.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -953908.312500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -953908.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -953944.625000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -953944.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -953969.125000 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -953969.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -953982.187500 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -953982.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -953994.500000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -953994.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -954007.625000 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -954007.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -954013.250000 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -954013.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -954023.437500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -954023.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -954038.437500 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -954038.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -954047.750000 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -954047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -954055.625000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -954055.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -954060.250000 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -954060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -954064.375000 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -954064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -954066.312500 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -954066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -954067.437500 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -954067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -954068.812500 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -954068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -954068.250000 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -954068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -954068.250000 Penalty: 4376.821289
	Iteration 32F: 3 clusters Score -954068.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -1445493.500000 Penalty: 2274.917236
	Iteration 0F: 2 clusters Score -1445494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1438049.500000 Penalty: 4549.834473
	Iteration 0F: 3 clusters Score -1438050 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1440168.875000 Penalty: 4549.834473
	Iteration 1F: 3 clusters Score -1440169 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1440463.750000 Penalty: 4549.834473
	Iteration 2F: 3 clusters Score -1440464 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1440643.875000 Penalty: 4549.834473
	Iteration 3Q: 3 clusters Score -1440644 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1440780.000000 Penalty: 4549.834473
	Iteration 4Q: 3 clusters Score -1440780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1440896.000000 Penalty: 4549.834473
	Iteration 5Q: 3 clusters Score -1440896 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1440996.875000 Penalty: 4549.834473
	Iteration 6Q: 3 clusters Score -1440997 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1441082.500000 Penalty: 4549.834473
	Iteration 7Q: 3 clusters Score -1441082 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1441175.250000 Penalty: 4549.834473
	Iteration 8Q: 3 clusters Score -1441175 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1441273.250000 Penalty: 4549.834473
	Iteration 9Q: 3 clusters Score -1441273 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1441371.375000 Penalty: 4549.834473
	Iteration 10Q: 3 clusters Score -1441371 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1441478.625000 Penalty: 4549.834473
	Iteration 11Q: 3 clusters Score -1441479 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1441622.000000 Penalty: 4549.834473
	Iteration 12Q: 3 clusters Score -1441622 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1441754.625000 Penalty: 4549.834473
	Iteration 13Q: 3 clusters Score -1441755 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1441916.375000 Penalty: 4549.834473
	Iteration 14Q: 3 clusters Score -1441916 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1442114.875000 Penalty: 4549.834473
	Iteration 15Q: 3 clusters Score -1442115 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1442336.875000 Penalty: 4549.834473
	Iteration 16Q: 3 clusters Score -1442337 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1442580.625000 Penalty: 4549.834473
	Iteration 17Q: 3 clusters Score -1442581 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1442802.625000 Penalty: 4549.834473
	Iteration 18Q: 3 clusters Score -1442803 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1442962.250000 Penalty: 4549.834473
	Iteration 19Q: 3 clusters Score -1442962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1443065.500000 Penalty: 4549.834473
	Iteration 20F: 3 clusters Score -1443066 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1443143.625000 Penalty: 4549.834473
	Iteration 21Q: 3 clusters Score -1443144 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1443209.125000 Penalty: 4549.834473
	Iteration 22Q: 3 clusters Score -1443209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1443267.125000 Penalty: 4549.834473
	Iteration 23Q: 3 clusters Score -1443267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1443307.000000 Penalty: 4549.834473
	Iteration 24Q: 3 clusters Score -1443307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1443350.875000 Penalty: 4549.834473
	Iteration 25Q: 3 clusters Score -1443351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1443378.375000 Penalty: 4549.834473
	Iteration 26Q: 3 clusters Score -1443378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1443410.750000 Penalty: 4549.834473
	Iteration 27Q: 3 clusters Score -1443411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1443444.875000 Penalty: 4549.834473
	Iteration 28Q: 3 clusters Score -1443445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1443474.750000 Penalty: 4549.834473
	Iteration 29Q: 3 clusters Score -1443475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1443498.125000 Penalty: 4549.834473
	Iteration 30Q: 3 clusters Score -1443498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1443513.000000 Penalty: 4549.834473
	Iteration 31Q: 3 clusters Score -1443513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1443524.375000 Penalty: 4549.834473
	Iteration 32Q: 3 clusters Score -1443524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1443534.750000 Penalty: 4549.834473
	Iteration 33Q: 3 clusters Score -1443535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1443539.250000 Penalty: 4549.834473
	Iteration 34Q: 3 clusters Score -1443539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1443544.500000 Penalty: 4549.834473
	Iteration 35Q: 3 clusters Score -1443544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1443547.625000 Penalty: 4549.834473
	Iteration 36Q: 3 clusters Score -1443548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1443551.625000 Penalty: 4549.834473
	Iteration 37Q: 3 clusters Score -1443552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1443557.875000 Penalty: 4549.834473
	Iteration 38Q: 3 clusters Score -1443558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1443564.250000 Penalty: 4549.834473
	Iteration 39Q: 3 clusters Score -1443564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1443568.375000 Penalty: 4549.834473
	Iteration 40F: 3 clusters Score -1443568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1443572.875000 Penalty: 4549.834473
	Iteration 41Q: 3 clusters Score -1443573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1443581.375000 Penalty: 4549.834473
	Iteration 42Q: 3 clusters Score -1443581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1443588.500000 Penalty: 4549.834473
	Iteration 43Q: 3 clusters Score -1443588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1443599.625000 Penalty: 4549.834473
	Iteration 44Q: 3 clusters Score -1443600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1443607.000000 Penalty: 4549.834473
	Iteration 45Q: 3 clusters Score -1443607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1443615.000000 Penalty: 4549.834473
	Iteration 46Q: 3 clusters Score -1443615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1443619.250000 Penalty: 4549.834473
	Iteration 47Q: 3 clusters Score -1443619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1443627.750000 Penalty: 4549.834473
	Iteration 48Q: 3 clusters Score -1443628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1443629.875000 Penalty: 4549.834473
	Iteration 49Q: 3 clusters Score -1443630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1443631.750000 Penalty: 4549.834473
	Iteration 50Q: 3 clusters Score -1443632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1443635.375000 Penalty: 4549.834473
	Iteration 51Q: 3 clusters Score -1443635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1443636.000000 Penalty: 4549.834473
	Iteration 52Q: 3 clusters Score -1443636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1443639.250000 Penalty: 4549.834473
	Iteration 53Q: 3 clusters Score -1443639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1443640.125000 Penalty: 4549.834473
	Iteration 54Q: 3 clusters Score -1443640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1443640.625000 Penalty: 4549.834473
	Iteration 55Q: 3 clusters Score -1443641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1443640.625000 Penalty: 4549.834473
	Iteration 56F: 3 clusters Score -1443641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Entering Unmasked Estep 
Score: -1195871.000000 Penalty: 2229.196533
	Iteration 0F: 2 clusters Score -1195871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1189544.375000 Penalty: 4458.393066
	Iteration 0F: 3 clusters Score -1189544 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1191254.625000 Penalty: 4458.393066
	Iteration 1F: 3 clusters Score -1191255 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1191522.375000 Penalty: 4458.393066
	Iteration 2F: 3 clusters Score -1191522 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1191688.125000 Penalty: 4458.393066
	Iteration 3Q: 3 clusters Score -1191688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1191820.375000 Penalty: 4458.393066
	Iteration 4Q: 3 clusters Score -1191820 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1191943.500000 Penalty: 4458.393066
	Iteration 5Q: 3 clusters Score -1191944 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1192036.625000 Penalty: 4458.393066
	Iteration 6Q: 3 clusters Score -1192037 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1192114.000000 Penalty: 4458.393066
	Iteration 7Q: 3 clusters Score -1192114 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1192201.500000 Penalty: 4458.393066
	Iteration 8Q: 3 clusters Score -1192202 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1192279.375000 Penalty: 4458.393066
	Iteration 9Q: 3 clusters Score -1192279 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1192370.375000 Penalty: 4458.393066
	Iteration 10Q: 3 clusters Score -1192370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1192454.875000 Penalty: 4458.393066
	Iteration 11Q: 3 clusters Score -1192455 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1192536.375000 Penalty: 4458.393066
	Iteration 12Q: 3 clusters Score -1192536 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1192620.625000 Penalty: 4458.393066
	Iteration 13Q: 3 clusters Score -1192621 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1192716.375000 Penalty: 4458.393066
	Iteration 14Q: 3 clusters Score -1192716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1192809.250000 Penalty: 4458.393066
	Iteration 15Q: 3 clusters Score -1192809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1192889.750000 Penalty: 4458.393066
	Iteration 16Q: 3 clusters Score -1192890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1192945.125000 Penalty: 4458.393066
	Iteration 17Q: 3 clusters Score -1192945 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1192999.875000 Penalty: 4458.393066
	Iteration 18Q: 3 clusters Score -1193000 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1193052.500000 Penalty: 4458.393066
	Iteration 19Q: 3 clusters Score -1193052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1193102.875000 Penalty: 4458.393066
	Iteration 20F: 3 clusters Score -1193103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1193151.875000 Penalty: 4458.393066
	Iteration 21Q: 3 clusters Score -1193152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1193204.000000 Penalty: 4458.393066
	Iteration 22Q: 3 clusters Score -1193204 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1193245.250000 Penalty: 4458.393066
	Iteration 23Q: 3 clusters Score -1193245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1193278.875000 Penalty: 4458.393066
	Iteration 24Q: 3 clusters Score -1193279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1193312.500000 Penalty: 4458.393066
	Iteration 25Q: 3 clusters Score -1193312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1193354.125000 Penalty: 4458.393066
	Iteration 26Q: 3 clusters Score -1193354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1193386.250000 Penalty: 4458.393066
	Iteration 27Q: 3 clusters Score -1193386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1193407.750000 Penalty: 4458.393066
	Iteration 28Q: 3 clusters Score -1193408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1193433.625000 Penalty: 4458.393066
	Iteration 29Q: 3 clusters Score -1193434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1193451.125000 Penalty: 4458.393066
	Iteration 30Q: 3 clusters Score -1193451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1193467.500000 Penalty: 4458.393066
	Iteration 31Q: 3 clusters Score -1193468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1193470.125000 Penalty: 4458.393066
	Iteration 32Q: 3 clusters Score -1193470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1193481.375000 Penalty: 4458.393066
	Iteration 33Q: 3 clusters Score -1193481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1193488.500000 Penalty: 4458.393066
	Iteration 34Q: 3 clusters Score -1193488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1193498.750000 Penalty: 4458.393066
	Iteration 35Q: 3 clusters Score -1193499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1193507.500000 Penalty: 4458.393066
	Iteration 36Q: 3 clusters Score -1193508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1193517.125000 Penalty: 4458.393066
	Iteration 37Q: 3 clusters Score -1193517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1193526.500000 Penalty: 4458.393066
	Iteration 38Q: 3 clusters Score -1193526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1193536.250000 Penalty: 4458.393066
	Iteration 39Q: 3 clusters Score -1193536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1193548.125000 Penalty: 4458.393066
	Iteration 40F: 3 clusters Score -1193548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1193559.875000 Penalty: 4458.393066
	Iteration 41Q: 3 clusters Score -1193560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1193572.500000 Penalty: 4458.393066
	Iteration 42Q: 3 clusters Score -1193572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1193584.250000 Penalty: 4458.393066
	Iteration 43Q: 3 clusters Score -1193584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1193595.750000 Penalty: 4458.393066
	Iteration 44Q: 3 clusters Score -1193596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1193604.250000 Penalty: 4458.393066
	Iteration 45Q: 3 clusters Score -1193604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1193612.500000 Penalty: 4458.393066
	Iteration 46Q: 3 clusters Score -1193612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1193619.750000 Penalty: 4458.393066
	Iteration 47Q: 3 clusters Score -1193620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1193625.750000 Penalty: 4458.393066
	Iteration 48Q: 3 clusters Score -1193626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1193630.250000 Penalty: 4458.393066
	Iteration 49Q: 3 clusters Score -1193630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1193634.625000 Penalty: 4458.393066
	Iteration 50Q: 3 clusters Score -1193635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1193643.250000 Penalty: 4458.393066
	Iteration 51Q: 3 clusters Score -1193643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1193653.875000 Penalty: 4458.393066
	Iteration 52Q: 3 clusters Score -1193654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1193665.625000 Penalty: 4458.393066
	Iteration 53Q: 3 clusters Score -1193666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1193681.750000 Penalty: 4458.393066
	Iteration 54Q: 3 clusters Score -1193682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1193692.250000 Penalty: 4458.393066
	Iteration 55Q: 3 clusters Score -1193692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1193701.500000 Penalty: 4458.393066
	Iteration 56Q: 3 clusters Score -1193702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1193707.750000 Penalty: 4458.393066
	Iteration 57Q: 3 clusters Score -1193708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1193708.750000 Penalty: 4458.393066
	Iteration 58Q: 3 clusters Score -1193709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1193709.875000 Penalty: 4458.393066
	Iteration 59Q: 3 clusters Score -1193710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1193713.000000 Penalty: 4458.393066
	Iteration 60F: 3 clusters Score -1193713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1193722.375000 Penalty: 4458.393066
	Iteration 61Q: 3 clusters Score -1193722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1193729.375000 Penalty: 4458.393066
	Iteration 62Q: 3 clusters Score -1193729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1193732.125000 Penalty: 4458.393066
	Iteration 63Q: 3 clusters Score -1193732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1193735.375000 Penalty: 4458.393066
	Iteration 64Q: 3 clusters Score -1193735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1193742.250000 Penalty: 4458.393066
	Iteration 65Q: 3 clusters Score -1193742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1193748.375000 Penalty: 4458.393066
	Iteration 66Q: 3 clusters Score -1193748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1193752.000000 Penalty: 4458.393066
	Iteration 67Q: 3 clusters Score -1193752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1193751.000000 Penalty: 4458.393066
	Iteration 68Q: 3 clusters Score -1193751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1193754.500000 Penalty: 4458.393066
	Iteration 69Q: 3 clusters Score -1193754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1193754.625000 Penalty: 4458.393066
	Iteration 70Q: 3 clusters Score -1193755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1193756.625000 Penalty: 4458.393066
	Iteration 71Q: 3 clusters Score -1193757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1193757.375000 Penalty: 4458.393066
	Iteration 72Q: 3 clusters Score -1193757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1193756.625000 Penalty: 4458.393066
	Iteration 73Q: 3 clusters Score -1193757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1193761.750000 Penalty: 4458.393066
	Iteration 74Q: 3 clusters Score -1193762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1193764.000000 Penalty: 4458.393066
	Iteration 75Q: 3 clusters Score -1193764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1193766.875000 Penalty: 4458.393066
	Iteration 76Q: 3 clusters Score -1193767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1193765.875000 Penalty: 4458.393066
	Iteration 77Q: 3 clusters Score -1193766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1193766.500000 Penalty: 4458.393066
	Iteration 78Q: 3 clusters Score -1193766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1193767.250000 Penalty: 4458.393066
	Iteration 79Q: 3 clusters Score -1193767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1193770.000000 Penalty: 4458.393066
	Iteration 80F: 3 clusters Score -1193770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1193771.750000 Penalty: 4458.393066
	Iteration 81Q: 3 clusters Score -1193772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1193771.750000 Penalty: 4458.393066
	Iteration 82F: 3 clusters Score -1193772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -80649.164062 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80649.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79062.421875 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79062.42 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79368.742188 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79368.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79601.484375 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79601.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -79724.179688 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -79724.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79780.562500 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -79780.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79810.421875 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -79810.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79856.226562 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -79856.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -79913.078125 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -79913.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79966.921875 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -79966.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -80009.945312 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -80009.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80024.484375 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -80024.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80032.757812 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -80032.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80047.460938 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -80047.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80051.414062 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -80051.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80052.539062 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -80052.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80055.632812 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -80055.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80055.632812 Penalty: 3197.076904
	Iteration 16F: 3 clusters Score -80055.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -1077915.250000 Penalty: 2225.076660
	Iteration 0F: 2 clusters Score -1077915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1071613.500000 Penalty: 4450.153320
	Iteration 0F: 3 clusters Score -1071614 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1073407.750000 Penalty: 4450.153320
	Iteration 1F: 3 clusters Score -1073408 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1073808.375000 Penalty: 4450.153320
	Iteration 2F: 3 clusters Score -1073808 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1074189.250000 Penalty: 4450.153320
	Iteration 3F: 3 clusters Score -1074189 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1074534.125000 Penalty: 4450.153320
	Iteration 4F: 3 clusters Score -1074534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1074814.500000 Penalty: 4450.153320
	Iteration 5F: 3 clusters Score -1074814 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1075069.500000 Penalty: 4450.153320
	Iteration 6Q: 3 clusters Score -1075070 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1075292.750000 Penalty: 4450.153320
	Iteration 7Q: 3 clusters Score -1075293 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1075467.875000 Penalty: 4450.153320
	Iteration 8Q: 3 clusters Score -1075468 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1075628.000000 Penalty: 4450.153320
	Iteration 9Q: 3 clusters Score -1075628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1075794.125000 Penalty: 4450.153320
	Iteration 10Q: 3 clusters Score -1075794 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1075975.125000 Penalty: 4450.153320
	Iteration 11Q: 3 clusters Score -1075975 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1076143.000000 Penalty: 4450.153320
	Iteration 12Q: 3 clusters Score -1076143 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1076280.625000 Penalty: 4450.153320
	Iteration 13Q: 3 clusters Score -1076281 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1076388.875000 Penalty: 4450.153320
	Iteration 14Q: 3 clusters Score -1076389 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1076477.250000 Penalty: 4450.153320
	Iteration 15Q: 3 clusters Score -1076477 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1076543.625000 Penalty: 4450.153320
	Iteration 16Q: 3 clusters Score -1076544 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1076597.375000 Penalty: 4450.153320
	Iteration 17Q: 3 clusters Score -1076597 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1076639.500000 Penalty: 4450.153320
	Iteration 18Q: 3 clusters Score -1076640 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1076664.000000 Penalty: 4450.153320
	Iteration 19Q: 3 clusters Score -1076664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1076689.000000 Penalty: 4450.153320
	Iteration 20F: 3 clusters Score -1076689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1076709.875000 Penalty: 4450.153320
	Iteration 21Q: 3 clusters Score -1076710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1076728.625000 Penalty: 4450.153320
	Iteration 22Q: 3 clusters Score -1076729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1076741.125000 Penalty: 4450.153320
	Iteration 23Q: 3 clusters Score -1076741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1076753.125000 Penalty: 4450.153320
	Iteration 24Q: 3 clusters Score -1076753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1076766.750000 Penalty: 4450.153320
	Iteration 25Q: 3 clusters Score -1076767 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1076775.500000 Penalty: 4450.153320
	Iteration 26Q: 3 clusters Score -1076776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1076780.750000 Penalty: 4450.153320
	Iteration 27Q: 3 clusters Score -1076781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1076786.500000 Penalty: 4450.153320
	Iteration 28Q: 3 clusters Score -1076786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1076793.125000 Penalty: 4450.153320
	Iteration 29Q: 3 clusters Score -1076793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1076799.250000 Penalty: 4450.153320
	Iteration 30Q: 3 clusters Score -1076799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1076803.750000 Penalty: 4450.153320
	Iteration 31Q: 3 clusters Score -1076804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1076806.250000 Penalty: 4450.153320
	Iteration 32Q: 3 clusters Score -1076806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1076810.750000 Penalty: 4450.153320
	Iteration 33Q: 3 clusters Score -1076811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1076813.000000 Penalty: 4450.153320
	Iteration 34Q: 3 clusters Score -1076813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1076815.625000 Penalty: 4450.153320
	Iteration 35Q: 3 clusters Score -1076816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1076820.500000 Penalty: 4450.153320
	Iteration 36Q: 3 clusters Score -1076820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1076824.375000 Penalty: 4450.153320
	Iteration 37Q: 3 clusters Score -1076824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1076834.625000 Penalty: 4450.153320
	Iteration 38Q: 3 clusters Score -1076835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1076837.500000 Penalty: 4450.153320
	Iteration 39Q: 3 clusters Score -1076838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1076844.375000 Penalty: 4450.153320
	Iteration 40F: 3 clusters Score -1076844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1076847.375000 Penalty: 4450.153320
	Iteration 41Q: 3 clusters Score -1076847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1076853.750000 Penalty: 4450.153320
	Iteration 42Q: 3 clusters Score -1076854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1076856.000000 Penalty: 4450.153320
	Iteration 43Q: 3 clusters Score -1076856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1076860.500000 Penalty: 4450.153320
	Iteration 44Q: 3 clusters Score -1076860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1076864.750000 Penalty: 4450.153320
	Iteration 45Q: 3 clusters Score -1076865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1076868.500000 Penalty: 4450.153320
	Iteration 46Q: 3 clusters Score -1076868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1076870.125000 Penalty: 4450.153320
	Iteration 47Q: 3 clusters Score -1076870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1076869.750000 Penalty: 4450.153320
	Iteration 48Q: 3 clusters Score -1076870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1076869.625000 Penalty: 4450.153320
	Iteration 49Q: 3 clusters Score -1076870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1076868.375000 Penalty: 4450.153320
	Iteration 50Q: 3 clusters Score -1076868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1076869.875000 Penalty: 4450.153320
	Iteration 51Q: 3 clusters Score -1076870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1076870.875000 Penalty: 4450.153320
	Iteration 52Q: 3 clusters Score -1076871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1076876.375000 Penalty: 4450.153320
	Iteration 53Q: 3 clusters Score -1076876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1076878.000000 Penalty: 4450.153320
	Iteration 54Q: 3 clusters Score -1076878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1076881.500000 Penalty: 4450.153320
	Iteration 55Q: 3 clusters Score -1076882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1076883.250000 Penalty: 4450.153320
	Iteration 56Q: 3 clusters Score -1076883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1076886.625000 Penalty: 4450.153320
	Iteration 57Q: 3 clusters Score -1076887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1076888.750000 Penalty: 4450.153320
	Iteration 58Q: 3 clusters Score -1076889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1076889.250000 Penalty: 4450.153320
	Iteration 59Q: 3 clusters Score -1076889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1076891.375000 Penalty: 4450.153320
	Iteration 60F: 3 clusters Score -1076891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1076890.750000 Penalty: 4450.153320
	Iteration 61Q: 3 clusters Score -1076891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1076890.750000 Penalty: 4450.153320
	Iteration 62F: 3 clusters Score -1076891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (10919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Entering Unmasked Estep 
Score: -1622351.375000 Penalty: 2305.968506
	Iteration 0F: 2 clusters Score -1622351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1614162.500000 Penalty: 4611.937012
	Iteration 0F: 3 clusters Score -1614162 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1616634.000000 Penalty: 4611.937012
	Iteration 1F: 3 clusters Score -1616634 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1617085.625000 Penalty: 4611.937012
	Iteration 2F: 3 clusters Score -1617086 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1617664.625000 Penalty: 4611.937012
	Iteration 3F: 3 clusters Score -1617665 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1618370.750000 Penalty: 4611.937012
	Iteration 4F: 3 clusters Score -1618371 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1619172.625000 Penalty: 4611.937012
	Iteration 5F: 3 clusters Score -1619173 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1619872.875000 Penalty: 4611.937012
	Iteration 6F: 3 clusters Score -1619873 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1620344.625000 Penalty: 4611.937012
	Iteration 7F: 3 clusters Score -1620345 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1620713.125000 Penalty: 4611.937012
	Iteration 8Q: 3 clusters Score -1620713 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1620988.375000 Penalty: 4611.937012
	Iteration 9Q: 3 clusters Score -1620988 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1621198.000000 Penalty: 4611.937012
	Iteration 10Q: 3 clusters Score -1621198 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1621387.875000 Penalty: 4611.937012
	Iteration 11Q: 3 clusters Score -1621388 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1621522.000000 Penalty: 4611.937012
	Iteration 12Q: 3 clusters Score -1621522 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1621634.250000 Penalty: 4611.937012
	Iteration 13Q: 3 clusters Score -1621634 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1621708.375000 Penalty: 4611.937012
	Iteration 14Q: 3 clusters Score -1621708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1621790.000000 Penalty: 4611.937012
	Iteration 15Q: 3 clusters Score -1621790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1621837.000000 Penalty: 4611.937012
	Iteration 16Q: 3 clusters Score -1621837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1621856.875000 Penalty: 4611.937012
	Iteration 17Q: 3 clusters Score -1621857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1621870.375000 Penalty: 4611.937012
	Iteration 18Q: 3 clusters Score -1621870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1621874.375000 Penalty: 4611.937012
	Iteration 19Q: 3 clusters Score -1621874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1621883.375000 Penalty: 4611.937012
	Iteration 20F: 3 clusters Score -1621883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1621888.625000 Penalty: 4611.937012
	Iteration 21Q: 3 clusters Score -1621889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1621890.250000 Penalty: 4611.937012
	Iteration 22Q: 3 clusters Score -1621890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1621890.500000 Penalty: 4611.937012
	Iteration 23Q: 3 clusters Score -1621890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1621894.875000 Penalty: 4611.937012
	Iteration 24Q: 3 clusters Score -1621895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1621898.500000 Penalty: 4611.937012
	Iteration 25Q: 3 clusters Score -1621898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1621902.375000 Penalty: 4611.937012
	Iteration 26Q: 3 clusters Score -1621902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1621903.375000 Penalty: 4611.937012
	Iteration 27Q: 3 clusters Score -1621903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1621904.875000 Penalty: 4611.937012
	Iteration 28Q: 3 clusters Score -1621905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1621905.750000 Penalty: 4611.937012
	Iteration 29Q: 3 clusters Score -1621906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1621904.375000 Penalty: 4611.937012
	Iteration 30Q: 3 clusters Score -1621904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1621905.625000 Penalty: 4611.937012
	Iteration 31Q: 3 clusters Score -1621906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1621905.625000 Penalty: 4611.937012
	Iteration 32F: 3 clusters Score -1621906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -151456.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -151456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -149499.890625 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -149499.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -149887.843750 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -149887.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150034.531250 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -150034.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150103.578125 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -150103.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150134.734375 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -150134.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150156.687500 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -150156.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150170.765625 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -150170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -150183.843750 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -150183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -150194.234375 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -150194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150207.406250 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -150207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -150219.437500 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -150219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150226.796875 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -150226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -150235.109375 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -150235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -150243.140625 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -150243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150249.015625 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -150249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150254.250000 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -150254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150260.093750 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -150260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150262.875000 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -150262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150266.906250 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -150266.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150266.906250 Penalty: 3463.039551
	Iteration 19F: 3 clusters Score -150266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Entering Unmasked Estep 
Score: -435686.437500 Penalty: 1977.257080
	Iteration 0F: 2 clusters Score -435686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -432457.000000 Penalty: 3954.514160
	Iteration 0F: 3 clusters Score -432457 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -433061.437500 Penalty: 3954.514160
	Iteration 1F: 3 clusters Score -433061.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -433203.937500 Penalty: 3954.514160
	Iteration 2F: 3 clusters Score -433203.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -433294.625000 Penalty: 3954.514160
	Iteration 3Q: 3 clusters Score -433294.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -433333.281250 Penalty: 3954.514160
	Iteration 4Q: 3 clusters Score -433333.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -433368.968750 Penalty: 3954.514160
	Iteration 5Q: 3 clusters Score -433369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -433397.468750 Penalty: 3954.514160
	Iteration 6Q: 3 clusters Score -433397.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -433421.875000 Penalty: 3954.514160
	Iteration 7Q: 3 clusters Score -433421.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -433449.781250 Penalty: 3954.514160
	Iteration 8Q: 3 clusters Score -433449.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -433466.062500 Penalty: 3954.514160
	Iteration 9Q: 3 clusters Score -433466.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -433482.281250 Penalty: 3954.514160
	Iteration 10Q: 3 clusters Score -433482.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -433489.968750 Penalty: 3954.514160
	Iteration 11Q: 3 clusters Score -433490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -433503.593750 Penalty: 3954.514160
	Iteration 12Q: 3 clusters Score -433503.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -433517.968750 Penalty: 3954.514160
	Iteration 13Q: 3 clusters Score -433518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -433529.937500 Penalty: 3954.514160
	Iteration 14Q: 3 clusters Score -433529.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -433538.656250 Penalty: 3954.514160
	Iteration 15Q: 3 clusters Score -433538.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -433544.187500 Penalty: 3954.514160
	Iteration 16Q: 3 clusters Score -433544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -433546.687500 Penalty: 3954.514160
	Iteration 17Q: 3 clusters Score -433546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -433549.875000 Penalty: 3954.514160
	Iteration 18Q: 3 clusters Score -433549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -433552.812500 Penalty: 3954.514160
	Iteration 19Q: 3 clusters Score -433552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -433554.218750 Penalty: 3954.514160
	Iteration 20F: 3 clusters Score -433554.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -433557.031250 Penalty: 3954.514160
	Iteration 21Q: 3 clusters Score -433557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -433558.625000 Penalty: 3954.514160
	Iteration 22Q: 3 clusters Score -433558.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -433560.750000 Penalty: 3954.514160
	Iteration 23Q: 3 clusters Score -433560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -433560.593750 Penalty: 3954.514160
	Iteration 24Q: 3 clusters Score -433560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -433563.781250 Penalty: 3954.514160
	Iteration 25Q: 3 clusters Score -433563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -433564.937500 Penalty: 3954.514160
	Iteration 26Q: 3 clusters Score -433564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -433568.750000 Penalty: 3954.514160
	Iteration 27Q: 3 clusters Score -433568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -433574.750000 Penalty: 3954.514160
	Iteration 28Q: 3 clusters Score -433574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -433576.843750 Penalty: 3954.514160
	Iteration 29Q: 3 clusters Score -433576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -433578.531250 Penalty: 3954.514160
	Iteration 30Q: 3 clusters Score -433578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -433581.125000 Penalty: 3954.514160
	Iteration 31Q: 3 clusters Score -433581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -433583.093750 Penalty: 3954.514160
	Iteration 32Q: 3 clusters Score -433583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -433583.375000 Penalty: 3954.514160
	Iteration 33Q: 3 clusters Score -433583.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -433583.406250 Penalty: 3954.514160
	Iteration 34Q: 3 clusters Score -433583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -433583.406250 Penalty: 3954.514160
	Iteration 35F: 3 clusters Score -433583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -115577.007812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -115577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113817.281250 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -113817.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -114118.460938 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -114118.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -114242.820312 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -114242.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114332.429688 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -114332.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114354.226562 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -114354.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114377.531250 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -114377.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -114413.882812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -114413.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -114470.164062 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -114470.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -114509.257812 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -114509.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -114539.367188 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -114539.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114574.476562 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -114574.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114668.609375 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -114668.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114750.015625 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -114750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -114777.640625 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -114777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -114782.109375 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -114782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114782.773438 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -114782.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -114782.773438 Penalty: 3347.965820
	Iteration 16F: 3 clusters Score -114782.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Entering Unmasked Estep 
Score: -673128.062500 Penalty: 2124.741455
	Iteration 0F: 2 clusters Score -673128.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -668471.250000 Penalty: 4249.482910
	Iteration 0F: 3 clusters Score -668471.2 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -669834.437500 Penalty: 4249.482910
	Iteration 1F: 3 clusters Score -669834.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -670291.625000 Penalty: 4249.482910
	Iteration 2F: 3 clusters Score -670291.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -670713.375000 Penalty: 4249.482910
	Iteration 3F: 3 clusters Score -670713.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -671047.750000 Penalty: 4249.482910
	Iteration 4F: 3 clusters Score -671047.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -671318.125000 Penalty: 4249.482910
	Iteration 5F: 3 clusters Score -671318.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -671504.187500 Penalty: 4249.482910
	Iteration 6Q: 3 clusters Score -671504.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -671635.875000 Penalty: 4249.482910
	Iteration 7Q: 3 clusters Score -671635.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -671724.562500 Penalty: 4249.482910
	Iteration 8Q: 3 clusters Score -671724.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -671782.312500 Penalty: 4249.482910
	Iteration 9Q: 3 clusters Score -671782.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -671835.125000 Penalty: 4249.482910
	Iteration 10Q: 3 clusters Score -671835.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -671881.625000 Penalty: 4249.482910
	Iteration 11Q: 3 clusters Score -671881.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -671922.000000 Penalty: 4249.482910
	Iteration 12Q: 3 clusters Score -671922 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -671958.500000 Penalty: 4249.482910
	Iteration 13Q: 3 clusters Score -671958.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -671982.125000 Penalty: 4249.482910
	Iteration 14Q: 3 clusters Score -671982.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -671993.875000 Penalty: 4249.482910
	Iteration 15Q: 3 clusters Score -671993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -672006.687500 Penalty: 4249.482910
	Iteration 16Q: 3 clusters Score -672006.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -672018.312500 Penalty: 4249.482910
	Iteration 17Q: 3 clusters Score -672018.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -672027.125000 Penalty: 4249.482910
	Iteration 18Q: 3 clusters Score -672027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -672036.125000 Penalty: 4249.482910
	Iteration 19Q: 3 clusters Score -672036.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -672045.875000 Penalty: 4249.482910
	Iteration 20F: 3 clusters Score -672045.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -672056.625000 Penalty: 4249.482910
	Iteration 21Q: 3 clusters Score -672056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -672062.187500 Penalty: 4249.482910
	Iteration 22Q: 3 clusters Score -672062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -672069.437500 Penalty: 4249.482910
	Iteration 23Q: 3 clusters Score -672069.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -672073.937500 Penalty: 4249.482910
	Iteration 24Q: 3 clusters Score -672073.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -672077.000000 Penalty: 4249.482910
	Iteration 25Q: 3 clusters Score -672077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -672079.500000 Penalty: 4249.482910
	Iteration 26Q: 3 clusters Score -672079.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -672081.250000 Penalty: 4249.482910
	Iteration 27Q: 3 clusters Score -672081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -672083.250000 Penalty: 4249.482910
	Iteration 28Q: 3 clusters Score -672083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -672088.437500 Penalty: 4249.482910
	Iteration 29Q: 3 clusters Score -672088.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -672089.000000 Penalty: 4249.482910
	Iteration 30Q: 3 clusters Score -672089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -672092.000000 Penalty: 4249.482910
	Iteration 31Q: 3 clusters Score -672092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -672094.062500 Penalty: 4249.482910
	Iteration 32Q: 3 clusters Score -672094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -672096.000000 Penalty: 4249.482910
	Iteration 33Q: 3 clusters Score -672096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672097.062500 Penalty: 4249.482910
	Iteration 34Q: 3 clusters Score -672097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672098.187500 Penalty: 4249.482910
	Iteration 35Q: 3 clusters Score -672098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672098.750000 Penalty: 4249.482910
	Iteration 36Q: 3 clusters Score -672098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672100.812500 Penalty: 4249.482910
	Iteration 37Q: 3 clusters Score -672100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -672100.937500 Penalty: 4249.482910
	Iteration 38Q: 3 clusters Score -672100.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -672100.437500 Penalty: 4249.482910
	Iteration 39Q: 3 clusters Score -672100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -672100.500000 Penalty: 4249.482910
	Iteration 40F: 3 clusters Score -672100.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (29009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Entering Unmasked Estep 
Score: -4335534.500000 Penalty: 2548.289551
	Iteration 0F: 2 clusters Score -4335534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4315547.500000 Penalty: 5096.579102
	Iteration 0F: 3 clusters Score -4315548 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4322578.000000 Penalty: 5096.579102
	Iteration 1F: 3 clusters Score -4322578 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -4323014.000000 Penalty: 5096.579102
	Iteration 2Q: 3 clusters Score -4323014 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4323412.500000 Penalty: 5096.579102
	Iteration 3Q: 3 clusters Score -4323412 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4323767.000000 Penalty: 5096.579102
	Iteration 4Q: 3 clusters Score -4323767 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4324201.000000 Penalty: 5096.579102
	Iteration 5Q: 3 clusters Score -4324201 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4324678.500000 Penalty: 5096.579102
	Iteration 6Q: 3 clusters Score -4324678 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -4325398.500000 Penalty: 5096.579102
	Iteration 7Q: 3 clusters Score -4325398 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -4326302.000000 Penalty: 5096.579102
	Iteration 8F: 3 clusters Score -4326302 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4327480.500000 Penalty: 5096.579102
	Iteration 9F: 3 clusters Score -4327480 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4328821.000000 Penalty: 5096.579102
	Iteration 10F: 3 clusters Score -4328821 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -4329972.000000 Penalty: 5096.579102
	Iteration 11F: 3 clusters Score -4329972 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4330617.500000 Penalty: 5096.579102
	Iteration 12Q: 3 clusters Score -4330618 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4331067.000000 Penalty: 5096.579102
	Iteration 13Q: 3 clusters Score -4331067 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -4331370.500000 Penalty: 5096.579102
	Iteration 14Q: 3 clusters Score -4331370 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4331623.000000 Penalty: 5096.579102
	Iteration 15Q: 3 clusters Score -4331623 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -4331841.000000 Penalty: 5096.579102
	Iteration 16Q: 3 clusters Score -4331841 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4332089.000000 Penalty: 5096.579102
	Iteration 17Q: 3 clusters Score -4332089 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -4332321.500000 Penalty: 5096.579102
	Iteration 18Q: 3 clusters Score -4332322 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4332552.000000 Penalty: 5096.579102
	Iteration 19Q: 3 clusters Score -4332552 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -4332769.000000 Penalty: 5096.579102
	Iteration 20F: 3 clusters Score -4332769 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4332985.000000 Penalty: 5096.579102
	Iteration 21Q: 3 clusters Score -4332985 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4333146.000000 Penalty: 5096.579102
	Iteration 22Q: 3 clusters Score -4333146 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4333278.500000 Penalty: 5096.579102
	Iteration 23Q: 3 clusters Score -4333278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4333359.000000 Penalty: 5096.579102
	Iteration 24Q: 3 clusters Score -4333359 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4333412.500000 Penalty: 5096.579102
	Iteration 25Q: 3 clusters Score -4333412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4333445.500000 Penalty: 5096.579102
	Iteration 26Q: 3 clusters Score -4333446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4333489.000000 Penalty: 5096.579102
	Iteration 27Q: 3 clusters Score -4333489 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4333505.000000 Penalty: 5096.579102
	Iteration 28Q: 3 clusters Score -4333505 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4333522.500000 Penalty: 5096.579102
	Iteration 29Q: 3 clusters Score -4333522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4333540.000000 Penalty: 5096.579102
	Iteration 30Q: 3 clusters Score -4333540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4333557.500000 Penalty: 5096.579102
	Iteration 31Q: 3 clusters Score -4333558 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4333564.000000 Penalty: 5096.579102
	Iteration 32Q: 3 clusters Score -4333564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -4333590.500000 Penalty: 5096.579102
	Iteration 33Q: 3 clusters Score -4333590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4333600.000000 Penalty: 5096.579102
	Iteration 34Q: 3 clusters Score -4333600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4333608.000000 Penalty: 5096.579102
	Iteration 35Q: 3 clusters Score -4333608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4333619.500000 Penalty: 5096.579102
	Iteration 36Q: 3 clusters Score -4333620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4333613.500000 Penalty: 5096.579102
	Iteration 37Q: 3 clusters Score -4333614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4333625.000000 Penalty: 5096.579102
	Iteration 38Q: 3 clusters Score -4333625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4333636.000000 Penalty: 5096.579102
	Iteration 39Q: 3 clusters Score -4333636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4333639.000000 Penalty: 5096.579102
	Iteration 40F: 3 clusters Score -4333639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4333641.500000 Penalty: 5096.579102
	Iteration 41Q: 3 clusters Score -4333642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4333644.000000 Penalty: 5096.579102
	Iteration 42Q: 3 clusters Score -4333644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4333639.500000 Penalty: 5096.579102
	Iteration 43Q: 3 clusters Score -4333640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4333644.000000 Penalty: 5096.579102
	Iteration 44Q: 3 clusters Score -4333644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4333645.500000 Penalty: 5096.579102
	Iteration 45Q: 3 clusters Score -4333646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4333647.000000 Penalty: 5096.579102
	Iteration 46Q: 3 clusters Score -4333647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4333647.000000 Penalty: 5096.579102
	Iteration 47F: 3 clusters Score -4333647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Entering Unmasked Estep 
Score: -3072945.750000 Penalty: 2465.362061
	Iteration 0F: 2 clusters Score -3072946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3058257.000000 Penalty: 4930.724121
	Iteration 0F: 3 clusters Score -3058257 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3063289.000000 Penalty: 4930.724121
	Iteration 1F: 3 clusters Score -3063289 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -3063718.000000 Penalty: 4930.724121
	Iteration 2F: 3 clusters Score -3063718 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3064085.750000 Penalty: 4930.724121
	Iteration 3Q: 3 clusters Score -3064086 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3064390.750000 Penalty: 4930.724121
	Iteration 4Q: 3 clusters Score -3064391 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -3064664.250000 Penalty: 4930.724121
	Iteration 5Q: 3 clusters Score -3064664 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3064948.750000 Penalty: 4930.724121
	Iteration 6Q: 3 clusters Score -3064949 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3065242.250000 Penalty: 4930.724121
	Iteration 7Q: 3 clusters Score -3065242 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -3065569.000000 Penalty: 4930.724121
	Iteration 8Q: 3 clusters Score -3065569 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -3065916.500000 Penalty: 4930.724121
	Iteration 9Q: 3 clusters Score -3065916 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3066286.000000 Penalty: 4930.724121
	Iteration 10Q: 3 clusters Score -3066286 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -3066635.500000 Penalty: 4930.724121
	Iteration 11Q: 3 clusters Score -3066636 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3066987.000000 Penalty: 4930.724121
	Iteration 12Q: 3 clusters Score -3066987 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3067288.750000 Penalty: 4930.724121
	Iteration 13Q: 3 clusters Score -3067289 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3067598.500000 Penalty: 4930.724121
	Iteration 14Q: 3 clusters Score -3067598 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3067880.750000 Penalty: 4930.724121
	Iteration 15Q: 3 clusters Score -3067881 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3068180.250000 Penalty: 4930.724121
	Iteration 16Q: 3 clusters Score -3068180 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -3068521.250000 Penalty: 4930.724121
	Iteration 17Q: 3 clusters Score -3068521 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3068905.750000 Penalty: 4930.724121
	Iteration 18Q: 3 clusters Score -3068906 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3069341.750000 Penalty: 4930.724121
	Iteration 19Q: 3 clusters Score -3069342 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -3069721.750000 Penalty: 4930.724121
	Iteration 20F: 3 clusters Score -3069722 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3070019.250000 Penalty: 4930.724121
	Iteration 21Q: 3 clusters Score -3070019 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3070227.500000 Penalty: 4930.724121
	Iteration 22Q: 3 clusters Score -3070228 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3070378.250000 Penalty: 4930.724121
	Iteration 23Q: 3 clusters Score -3070378 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3070521.000000 Penalty: 4930.724121
	Iteration 24Q: 3 clusters Score -3070521 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -3070589.250000 Penalty: 4930.724121
	Iteration 25Q: 3 clusters Score -3070589 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3070647.250000 Penalty: 4930.724121
	Iteration 26Q: 3 clusters Score -3070647 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3070690.000000 Penalty: 4930.724121
	Iteration 27Q: 3 clusters Score -3070690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3070714.750000 Penalty: 4930.724121
	Iteration 28Q: 3 clusters Score -3070715 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3070743.500000 Penalty: 4930.724121
	Iteration 29Q: 3 clusters Score -3070744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3070755.000000 Penalty: 4930.724121
	Iteration 30Q: 3 clusters Score -3070755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3070772.250000 Penalty: 4930.724121
	Iteration 31Q: 3 clusters Score -3070772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -3070787.500000 Penalty: 4930.724121
	Iteration 32Q: 3 clusters Score -3070788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3070787.250000 Penalty: 4930.724121
	Iteration 33Q: 3 clusters Score -3070787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3070804.250000 Penalty: 4930.724121
	Iteration 34Q: 3 clusters Score -3070804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -3070813.250000 Penalty: 4930.724121
	Iteration 35Q: 3 clusters Score -3070813 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -3070829.000000 Penalty: 4930.724121
	Iteration 36Q: 3 clusters Score -3070829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3070822.000000 Penalty: 4930.724121
	Iteration 37Q: 3 clusters Score -3070822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3070819.250000 Penalty: 4930.724121
	Iteration 38Q: 3 clusters Score -3070819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3070823.000000 Penalty: 4930.724121
	Iteration 39Q: 3 clusters Score -3070823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3070834.500000 Penalty: 4930.724121
	Iteration 40F: 3 clusters Score -3070834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3070826.750000 Penalty: 4930.724121
	Iteration 41Q: 3 clusters Score -3070827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3070840.000000 Penalty: 4930.724121
	Iteration 42Q: 3 clusters Score -3070840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3070848.000000 Penalty: 4930.724121
	Iteration 43Q: 3 clusters Score -3070848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3070850.500000 Penalty: 4930.724121
	Iteration 44Q: 3 clusters Score -3070850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3070852.250000 Penalty: 4930.724121
	Iteration 45Q: 3 clusters Score -3070852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3070855.250000 Penalty: 4930.724121
	Iteration 46Q: 3 clusters Score -3070855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3070859.250000 Penalty: 4930.724121
	Iteration 47Q: 3 clusters Score -3070859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3070858.250000 Penalty: 4930.724121
	Iteration 48Q: 3 clusters Score -3070858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3070861.000000 Penalty: 4930.724121
	Iteration 49Q: 3 clusters Score -3070861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -3070865.750000 Penalty: 4930.724121
	Iteration 50Q: 3 clusters Score -3070866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3070864.500000 Penalty: 4930.724121
	Iteration 51Q: 3 clusters Score -3070864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3070871.750000 Penalty: 4930.724121
	Iteration 52Q: 3 clusters Score -3070872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3070873.000000 Penalty: 4930.724121
	Iteration 53Q: 3 clusters Score -3070873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -3070867.250000 Penalty: 4930.724121
	Iteration 54Q: 3 clusters Score -3070867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3070869.750000 Penalty: 4930.724121
	Iteration 55Q: 3 clusters Score -3070870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3070867.750000 Penalty: 4930.724121
	Iteration 56Q: 3 clusters Score -3070868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3070872.000000 Penalty: 4930.724121
	Iteration 57Q: 3 clusters Score -3070872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3070874.250000 Penalty: 4930.724121
	Iteration 58Q: 3 clusters Score -3070874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3070874.000000 Penalty: 4930.724121
	Iteration 59Q: 3 clusters Score -3070874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3070868.000000 Penalty: 4930.724121
	Iteration 60F: 3 clusters Score -3070868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3070873.250000 Penalty: 4930.724121
	Iteration 61Q: 3 clusters Score -3070873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3070874.500000 Penalty: 4930.724121
	Iteration 62Q: 3 clusters Score -3070874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3070870.750000 Penalty: 4930.724121
	Iteration 63Q: 3 clusters Score -3070871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3070870.500000 Penalty: 4930.724121
	Iteration 64Q: 3 clusters Score -3070870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3070877.500000 Penalty: 4930.724121
	Iteration 65Q: 3 clusters Score -3070878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3070877.750000 Penalty: 4930.724121
	Iteration 66Q: 3 clusters Score -3070878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3070885.500000 Penalty: 4930.724121
	Iteration 67Q: 3 clusters Score -3070886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3070884.250000 Penalty: 4930.724121
	Iteration 68Q: 3 clusters Score -3070884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3070879.750000 Penalty: 4930.724121
	Iteration 69Q: 3 clusters Score -3070880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3070880.250000 Penalty: 4930.724121
	Iteration 70Q: 3 clusters Score -3070880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3070882.500000 Penalty: 4930.724121
	Iteration 71Q: 3 clusters Score -3070882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3070885.000000 Penalty: 4930.724121
	Iteration 72Q: 3 clusters Score -3070885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3070880.250000 Penalty: 4930.724121
	Iteration 73Q: 3 clusters Score -3070880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3070884.750000 Penalty: 4930.724121
	Iteration 74Q: 3 clusters Score -3070885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3070884.000000 Penalty: 4930.724121
	Iteration 75Q: 3 clusters Score -3070884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -3070884.250000 Penalty: 4930.724121
	Iteration 76Q: 3 clusters Score -3070884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -3070885.250000 Penalty: 4930.724121
	Iteration 77Q: 3 clusters Score -3070885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3070881.000000 Penalty: 4930.724121
	Iteration 78Q: 3 clusters Score -3070881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3070885.250000 Penalty: 4930.724121
	Iteration 79Q: 3 clusters Score -3070885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3070892.750000 Penalty: 4930.724121
	Iteration 80F: 3 clusters Score -3070893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -3070893.000000 Penalty: 4930.724121
	Iteration 81Q: 3 clusters Score -3070893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -3070893.000000 Penalty: 4930.724121
	Iteration 82Q: 3 clusters Score -3070893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3070892.500000 Penalty: 4930.724121
	Iteration 83Q: 3 clusters Score -3070892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3070897.000000 Penalty: 4930.724121
	Iteration 84Q: 3 clusters Score -3070897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -3070888.750000 Penalty: 4930.724121
	Iteration 85Q: 3 clusters Score -3070889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -3070889.500000 Penalty: 4930.724121
	Iteration 86Q: 3 clusters Score -3070890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3070892.000000 Penalty: 4930.724121
	Iteration 87Q: 3 clusters Score -3070892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3070891.000000 Penalty: 4930.724121
	Iteration 88Q: 3 clusters Score -3070891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -3070891.000000 Penalty: 4930.724121
	Iteration 89F: 3 clusters Score -3070891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -108107.828125 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -108107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106312.968750 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -106313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -106565.421875 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -106565.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106671.109375 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -106671.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -106718.195312 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -106718.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -106775.164062 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -106775.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106819.070312 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -106819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106861.468750 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -106861.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106884.546875 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -106884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106903.039062 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -106903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106911.992188 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -106912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106923.125000 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -106923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106925.640625 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -106925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106928.484375 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -106928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106931.304688 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -106931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106934.468750 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -106934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106944.609375 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -106944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -106961.875000 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -106961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106976.109375 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -106976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106986.460938 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -106986.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106995.101562 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -106995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107000.609375 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -107000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107009.867188 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -107009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107025.695312 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -107025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107030.593750 Penalty: 3309.955811
	Iteration 23Q: 3 clusters Score -107030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107040.085938 Penalty: 3309.955811
	Iteration 24Q: 3 clusters Score -107040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107054.968750 Penalty: 3309.955811
	Iteration 25Q: 3 clusters Score -107055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107066.890625 Penalty: 3309.955811
	Iteration 26Q: 3 clusters Score -107066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107072.218750 Penalty: 3309.955811
	Iteration 27Q: 3 clusters Score -107072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107075.000000 Penalty: 3309.955811
	Iteration 28Q: 3 clusters Score -107075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107077.812500 Penalty: 3309.955811
	Iteration 29Q: 3 clusters Score -107077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107078.703125 Penalty: 3309.955811
	Iteration 30Q: 3 clusters Score -107078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107078.703125 Penalty: 3309.955811
	Iteration 31F: 3 clusters Score -107078.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14373 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80469 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67365 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3131 members 
Mstep: Class 13 contains 76037 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88257 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13058 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12811 members 
Mstep: Class 22 contains 36608 members 
Mstep: Class 23 contains 93331 members 
Mstep: Class 25 contains 7891 members 
Mstep: Class 26 contains 29717 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10500 members 
Mstep: Class 29 contains 16954 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10980 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3857 members 
Mstep: Class 37 contains 11439 members 
Mstep: Class 38 contains 6797 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8012 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7880 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5258 members 
Mstep: Class 48 contains 29009 members 
Mstep: Class 49 contains 20764 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067520.000000 Penalty: 165219.093750
Iteration 199Q: 50 clusters Score -1.150675e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14370 members 
Mstep: Class 5 contains 8381 members 
Mstep: Class 6 contains 80487 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67367 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9884 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 76025 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88247 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 5096 members 
Mstep: Class 21 contains 12808 members 
Mstep: Class 22 contains 36601 members 
Mstep: Class 23 contains 93333 members 
Mstep: Class 25 contains 7888 members 
Mstep: Class 26 contains 29714 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10472 members 
Mstep: Class 29 contains 16967 members 
Mstep: Class 30 contains 6306 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10983 members 
Mstep: Class 33 contains 29126 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3859 members 
Mstep: Class 37 contains 11438 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8016 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7879 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5263 members 
Mstep: Class 48 contains 29018 members 
Mstep: Class 49 contains 20762 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067528.000000 Penalty: 165219.093750
Iteration 200F: 50 clusters Score -1.150675e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14368 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80495 members 
Mstep: Class 7 contains 4324 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67366 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 76022 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88247 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13078 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12807 members 
Mstep: Class 22 contains 36602 members 
Mstep: Class 23 contains 93340 members 
Mstep: Class 25 contains 7883 members 
Mstep: Class 26 contains 29713 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 16973 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10987 members 
Mstep: Class 33 contains 29123 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3858 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8020 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7882 members 
Mstep: Class 43 contains 10918 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5264 members 
Mstep: Class 48 contains 29029 members 
Mstep: Class 49 contains 20764 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 201Q: 50 clusters Score -1.150677e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80501 members 
Mstep: Class 7 contains 4326 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67362 members 
Mstep: Class 10 contains 14537 members 
Mstep: Class 11 contains 9883 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 76015 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88242 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13090 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93352 members 
Mstep: Class 25 contains 7872 members 
Mstep: Class 26 contains 29712 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10426 members 
Mstep: Class 29 contains 16975 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10989 members 
Mstep: Class 33 contains 29127 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3858 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8026 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7890 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5264 members 
Mstep: Class 48 contains 29034 members 
Mstep: Class 49 contains 20766 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067512.000000 Penalty: 165219.093750
Iteration 202Q: 50 clusters Score -1.150675e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14356 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80496 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 67358 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 9882 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 76002 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88232 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 93370 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 29712 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 10407 members 
Mstep: Class 29 contains 16983 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10993 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 701 members 
Mstep: Class 36 contains 3860 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8027 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 10915 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5264 members 
Mstep: Class 48 contains 29038 members 
Mstep: Class 49 contains 20770 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067512.000000 Penalty: 165219.093750
Iteration 203Q: 50 clusters Score -1.150675e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14350 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80501 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67357 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 75989 members 
Mstep: Class 14 contains 5408 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88223 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13123 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93379 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 29712 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10380 members 
Mstep: Class 29 contains 16984 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10996 members 
Mstep: Class 33 contains 29136 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3860 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8031 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7891 members 
Mstep: Class 43 contains 10915 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5266 members 
Mstep: Class 48 contains 29044 members 
Mstep: Class 49 contains 20777 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067528.000000 Penalty: 165219.093750
Iteration 204Q: 50 clusters Score -1.150675e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14347 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80503 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67358 members 
Mstep: Class 10 contains 14539 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3122 members 
Mstep: Class 13 contains 75968 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88212 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13138 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12805 members 
Mstep: Class 22 contains 36604 members 
Mstep: Class 23 contains 93388 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 29714 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10362 members 
Mstep: Class 29 contains 16984 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 10999 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3861 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8031 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7895 members 
Mstep: Class 43 contains 10916 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29056 members 
Mstep: Class 49 contains 20779 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 165219.093750
Iteration 205Q: 50 clusters Score -1.150675e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14346 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80509 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67354 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3119 members 
Mstep: Class 13 contains 75948 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88205 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13152 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12800 members 
Mstep: Class 22 contains 36604 members 
Mstep: Class 23 contains 93401 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29715 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10346 members 
Mstep: Class 29 contains 16987 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3860 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6796 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8031 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7895 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2900 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5268 members 
Mstep: Class 48 contains 29064 members 
Mstep: Class 49 contains 20778 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067472.000000 Penalty: 165219.093750
Iteration 206Q: 50 clusters Score -1.150675e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14344 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80500 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67349 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3120 members 
Mstep: Class 13 contains 75928 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88205 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13167 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 36601 members 
Mstep: Class 23 contains 93415 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 29713 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10331 members 
Mstep: Class 29 contains 16995 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11006 members 
Mstep: Class 33 contains 29144 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3860 members 
Mstep: Class 37 contains 11433 members 
Mstep: Class 38 contains 6795 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8031 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7899 members 
Mstep: Class 43 contains 10920 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2901 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5268 members 
Mstep: Class 48 contains 29069 members 
Mstep: Class 49 contains 20779 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067488.000000 Penalty: 165219.093750
Iteration 207Q: 50 clusters Score -1.150675e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14341 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80489 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67347 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3118 members 
Mstep: Class 13 contains 75920 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88205 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13178 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93420 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 29712 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10336 members 
Mstep: Class 29 contains 16997 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11005 members 
Mstep: Class 33 contains 29144 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3860 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6793 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8032 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7905 members 
Mstep: Class 43 contains 10922 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5268 members 
Mstep: Class 48 contains 29071 members 
Mstep: Class 49 contains 20780 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 165219.093750
Iteration 208Q: 50 clusters Score -1.150675e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14337 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80479 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67348 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3112 members 
Mstep: Class 13 contains 75906 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88202 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13198 members 
Mstep: Class 20 contains 5096 members 
Mstep: Class 21 contains 12798 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93432 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 29713 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10337 members 
Mstep: Class 29 contains 16996 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11004 members 
Mstep: Class 33 contains 29146 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3861 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6791 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8034 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7904 members 
Mstep: Class 43 contains 10922 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29073 members 
Mstep: Class 49 contains 20780 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067504.000000 Penalty: 165219.093750
Iteration 209Q: 50 clusters Score -1.150675e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14336 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80468 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67345 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3111 members 
Mstep: Class 13 contains 75890 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88200 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13210 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 12797 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93443 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 29714 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10333 members 
Mstep: Class 29 contains 17000 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11007 members 
Mstep: Class 33 contains 29152 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3861 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8033 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7905 members 
Mstep: Class 43 contains 10924 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29076 members 
Mstep: Class 49 contains 20785 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067512.000000 Penalty: 165219.093750
Iteration 210Q: 50 clusters Score -1.150675e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14333 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80471 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67343 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75872 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88201 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13221 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 12796 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93457 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 29713 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10324 members 
Mstep: Class 29 contains 17007 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 29153 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3861 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 8034 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7906 members 
Mstep: Class 43 contains 10922 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29073 members 
Mstep: Class 49 contains 20788 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067496.000000 Penalty: 165219.093750
Iteration 211Q: 50 clusters Score -1.150675e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14329 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80474 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67338 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9876 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75856 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88203 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13235 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 36600 members 
Mstep: Class 23 contains 93467 members 
Mstep: Class 25 contains 7834 members 
Mstep: Class 26 contains 29712 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10310 members 
Mstep: Class 29 contains 17021 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29158 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3864 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 8034 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7906 members 
Mstep: Class 43 contains 10919 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5269 members 
Mstep: Class 48 contains 29073 members 
Mstep: Class 49 contains 20789 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067688.000000 Penalty: 165219.093750
Iteration 212Q: 50 clusters Score -1.150677e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14326 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80472 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67332 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75843 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88209 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13248 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 36599 members 
Mstep: Class 23 contains 93480 members 
Mstep: Class 25 contains 7831 members 
Mstep: Class 26 contains 29711 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10296 members 
Mstep: Class 29 contains 17026 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29158 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3864 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 8035 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7909 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29079 members 
Mstep: Class 49 contains 20790 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 213Q: 50 clusters Score -1.150677e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14324 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80474 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67330 members 
Mstep: Class 10 contains 14539 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75832 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88209 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13257 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 36598 members 
Mstep: Class 23 contains 93490 members 
Mstep: Class 25 contains 7830 members 
Mstep: Class 26 contains 29708 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10281 members 
Mstep: Class 29 contains 17030 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29153 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3866 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9637 members 
Mstep: Class 40 contains 8036 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7911 members 
Mstep: Class 43 contains 10916 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29084 members 
Mstep: Class 49 contains 20792 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067608.000000 Penalty: 165219.093750
Iteration 214Q: 50 clusters Score -1.150676e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14321 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 6 contains 80475 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67329 members 
Mstep: Class 10 contains 14541 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75820 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88205 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13264 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 36597 members 
Mstep: Class 23 contains 93507 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 29705 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10262 members 
Mstep: Class 29 contains 17035 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29151 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3868 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8036 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7915 members 
Mstep: Class 43 contains 10916 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29086 members 
Mstep: Class 49 contains 20794 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067736.000000 Penalty: 165219.093750
Iteration 215Q: 50 clusters Score -1.150677e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14319 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 80471 members 
Mstep: Class 7 contains 4335 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67331 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 3110 members 
Mstep: Class 13 contains 75822 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88201 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13272 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 12794 members 
Mstep: Class 22 contains 36596 members 
Mstep: Class 23 contains 93512 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 29704 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10254 members 
Mstep: Class 29 contains 17040 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11008 members 
Mstep: Class 33 contains 29149 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3869 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8037 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7914 members 
Mstep: Class 43 contains 10915 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5267 members 
Mstep: Class 48 contains 29091 members 
Mstep: Class 49 contains 20795 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067632.000000 Penalty: 165219.093750
Iteration 216Q: 50 clusters Score -1.150676e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14318 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 80470 members 
Mstep: Class 7 contains 4334 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67329 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 3108 members 
Mstep: Class 13 contains 75812 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88201 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13280 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 12793 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 93517 members 
Mstep: Class 25 contains 7819 members 
Mstep: Class 26 contains 29703 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10247 members 
Mstep: Class 29 contains 17046 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29149 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3869 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8038 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7917 members 
Mstep: Class 43 contains 10914 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5269 members 
Mstep: Class 48 contains 29093 members 
Mstep: Class 49 contains 20796 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067584.000000 Penalty: 165219.093750
Iteration 217Q: 50 clusters Score -1.150676e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14317 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 80471 members 
Mstep: Class 7 contains 4336 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 67328 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9871 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 75802 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88202 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13287 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 12791 members 
Mstep: Class 22 contains 36593 members 
Mstep: Class 23 contains 93526 members 
Mstep: Class 25 contains 7820 members 
Mstep: Class 26 contains 29703 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10232 members 
Mstep: Class 29 contains 17046 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29147 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3870 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8043 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7925 members 
Mstep: Class 43 contains 10914 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5270 members 
Mstep: Class 48 contains 29098 members 
Mstep: Class 49 contains 20795 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 218Q: 50 clusters Score -1.150677e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 80477 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 67328 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9872 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 13 contains 75792 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88199 members 
Mstep: Class 17 contains 11672 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13295 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 12791 members 
Mstep: Class 22 contains 36590 members 
Mstep: Class 23 contains 93534 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 29699 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 10211 members 
Mstep: Class 29 contains 17048 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29143 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3874 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8047 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7931 members 
Mstep: Class 43 contains 10914 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5271 members 
Mstep: Class 48 contains 29105 members 
Mstep: Class 49 contains 20798 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067768.000000 Penalty: 165219.093750
Iteration 219Q: 50 clusters Score -1.150678e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 80473 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 67328 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 11 contains 9874 members 
Mstep: Class 12 contains 3103 members 
Mstep: Class 13 contains 75784 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88196 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13300 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 36585 members 
Mstep: Class 23 contains 93544 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 29699 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10203 members 
Mstep: Class 29 contains 17051 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3875 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8051 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7934 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5275 members 
Mstep: Class 48 contains 29111 members 
Mstep: Class 49 contains 20798 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067728.000000 Penalty: 165219.093750
Iteration 220F: 50 clusters Score -1.150677e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14311 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 80483 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 67320 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9875 members 
Mstep: Class 12 contains 3100 members 
Mstep: Class 13 contains 75778 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 88200 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 12784 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 93551 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 29698 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10186 members 
Mstep: Class 29 contains 17048 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3878 members 
Mstep: Class 37 contains 11426 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9636 members 
Mstep: Class 40 contains 8054 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7938 members 
Mstep: Class 43 contains 10917 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5274 members 
Mstep: Class 48 contains 29114 members 
Mstep: Class 49 contains 20798 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067696.000000 Penalty: 165219.093750
Iteration 221Q: 50 clusters Score -1.150677e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 80494 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 67320 members 
Mstep: Class 10 contains 14544 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 75774 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88202 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13323 members 
Mstep: Class 20 contains 5100 members 
Mstep: Class 21 contains 12783 members 
Mstep: Class 22 contains 36583 members 
Mstep: Class 23 contains 93555 members 
Mstep: Class 25 contains 7822 members 
Mstep: Class 26 contains 29695 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10161 members 
Mstep: Class 29 contains 17052 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3881 members 
Mstep: Class 37 contains 11423 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 9635 members 
Mstep: Class 40 contains 8055 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7939 members 
Mstep: Class 43 contains 10916 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5276 members 
Mstep: Class 48 contains 29117 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067688.000000 Penalty: 165219.093750
Iteration 222Q: 50 clusters Score -1.150677e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 80510 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67317 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9869 members 
Mstep: Class 12 contains 3097 members 
Mstep: Class 13 contains 75755 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88201 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 12782 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 93559 members 
Mstep: Class 25 contains 7827 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10136 members 
Mstep: Class 29 contains 17059 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29137 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3882 members 
Mstep: Class 37 contains 11425 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8055 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7943 members 
Mstep: Class 43 contains 10915 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5276 members 
Mstep: Class 48 contains 29120 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067640.000000 Penalty: 165219.093750
Iteration 223Q: 50 clusters Score -1.150676e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14306 members 
Mstep: Class 5 contains 8376 members 
Mstep: Class 6 contains 80519 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67314 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 75745 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88202 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13342 members 
Mstep: Class 20 contains 5099 members 
Mstep: Class 21 contains 12779 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 93572 members 
Mstep: Class 25 contains 7828 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10101 members 
Mstep: Class 29 contains 17072 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11010 members 
Mstep: Class 33 contains 29132 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3883 members 
Mstep: Class 37 contains 11426 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8057 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7943 members 
Mstep: Class 43 contains 10918 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5280 members 
Mstep: Class 48 contains 29126 members 
Mstep: Class 49 contains 20801 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067712.000000 Penalty: 165219.093750
Iteration 224Q: 50 clusters Score -1.150677e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 80541 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 67310 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9867 members 
Mstep: Class 12 contains 3096 members 
Mstep: Class 13 contains 75735 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 88197 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 12779 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 93583 members 
Mstep: Class 25 contains 7832 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10066 members 
Mstep: Class 29 contains 17075 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11011 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3884 members 
Mstep: Class 37 contains 11429 members 
Mstep: Class 38 contains 6783 members 
Mstep: Class 39 contains 9634 members 
Mstep: Class 40 contains 8058 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7942 members 
Mstep: Class 43 contains 10921 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5278 members 
Mstep: Class 48 contains 29130 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 225Q: 50 clusters Score -1.150677e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 80550 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67314 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9866 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 75712 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 88193 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 13352 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 12779 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 93595 members 
Mstep: Class 25 contains 7835 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10038 members 
Mstep: Class 29 contains 17079 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11009 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7623 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3884 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8058 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7943 members 
Mstep: Class 43 contains 10928 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5278 members 
Mstep: Class 48 contains 29142 members 
Mstep: Class 49 contains 20798 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067512.000000 Penalty: 165219.093750
Iteration 226Q: 50 clusters Score -1.150675e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80550 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67315 members 
Mstep: Class 10 contains 14547 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 75690 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 88193 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13359 members 
Mstep: Class 20 contains 5101 members 
Mstep: Class 21 contains 12778 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 93599 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 29692 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10034 members 
Mstep: Class 29 contains 17083 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11011 members 
Mstep: Class 33 contains 29142 members 
Mstep: Class 34 contains 7623 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11429 members 
Mstep: Class 38 contains 6784 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8059 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7944 members 
Mstep: Class 43 contains 10929 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5277 members 
Mstep: Class 48 contains 29152 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067648.000000 Penalty: 165219.093750
Iteration 227Q: 50 clusters Score -1.150676e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80554 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 67315 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 3090 members 
Mstep: Class 13 contains 75666 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88183 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 12776 members 
Mstep: Class 22 contains 36587 members 
Mstep: Class 23 contains 93599 members 
Mstep: Class 25 contains 7838 members 
Mstep: Class 26 contains 29692 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10026 members 
Mstep: Class 29 contains 17084 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11013 members 
Mstep: Class 33 contains 29144 members 
Mstep: Class 34 contains 7624 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6784 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8059 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 10930 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5278 members 
Mstep: Class 48 contains 29167 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067680.000000 Penalty: 165219.093750
Iteration 228Q: 50 clusters Score -1.150677e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80552 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67313 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 75646 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88182 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 12776 members 
Mstep: Class 22 contains 36584 members 
Mstep: Class 23 contains 93602 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10020 members 
Mstep: Class 29 contains 17088 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11016 members 
Mstep: Class 33 contains 29151 members 
Mstep: Class 34 contains 7622 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6783 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8058 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7950 members 
Mstep: Class 43 contains 10932 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5281 members 
Mstep: Class 48 contains 29183 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067728.000000 Penalty: 165219.093750
Iteration 229Q: 50 clusters Score -1.150677e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80549 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67312 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 75633 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88177 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13382 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 36582 members 
Mstep: Class 23 contains 93607 members 
Mstep: Class 25 contains 7839 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 10004 members 
Mstep: Class 29 contains 17091 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11019 members 
Mstep: Class 33 contains 29154 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6781 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8059 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7950 members 
Mstep: Class 43 contains 10939 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5280 members 
Mstep: Class 48 contains 29195 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067736.000000 Penalty: 165219.093750
Iteration 230Q: 50 clusters Score -1.150677e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14299 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80548 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67310 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 75620 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88177 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13396 members 
Mstep: Class 20 contains 5102 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 93613 members 
Mstep: Class 25 contains 7837 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9989 members 
Mstep: Class 29 contains 17092 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11018 members 
Mstep: Class 33 contains 29165 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3887 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6778 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5279 members 
Mstep: Class 48 contains 29203 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067632.000000 Penalty: 165219.093750
Iteration 231Q: 50 clusters Score -1.150676e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80554 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67307 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75607 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88176 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13405 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 36579 members 
Mstep: Class 23 contains 93621 members 
Mstep: Class 25 contains 7839 members 
Mstep: Class 26 contains 29692 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9970 members 
Mstep: Class 29 contains 17092 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11018 members 
Mstep: Class 33 contains 29166 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3887 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6776 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7951 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5280 members 
Mstep: Class 48 contains 29214 members 
Mstep: Class 49 contains 20798 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067704.000000 Penalty: 165219.093750
Iteration 232Q: 50 clusters Score -1.150677e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80560 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67306 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 75599 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88174 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13414 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 36576 members 
Mstep: Class 23 contains 93624 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 29689 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9950 members 
Mstep: Class 29 contains 17092 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11019 members 
Mstep: Class 33 contains 29168 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11430 members 
Mstep: Class 38 contains 6775 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5281 members 
Mstep: Class 48 contains 29224 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067696.000000 Penalty: 165219.093750
Iteration 233Q: 50 clusters Score -1.150677e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80560 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67304 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 75591 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88173 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13422 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 12771 members 
Mstep: Class 22 contains 36576 members 
Mstep: Class 23 contains 93630 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 29688 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9938 members 
Mstep: Class 29 contains 17093 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11020 members 
Mstep: Class 33 contains 29165 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3884 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7951 members 
Mstep: Class 43 contains 10940 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5285 members 
Mstep: Class 48 contains 29231 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067712.000000 Penalty: 165219.093750
Iteration 234Q: 50 clusters Score -1.150677e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80563 members 
Mstep: Class 7 contains 4353 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67304 members 
Mstep: Class 10 contains 14556 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 75574 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88165 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13431 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 12770 members 
Mstep: Class 22 contains 36577 members 
Mstep: Class 23 contains 93637 members 
Mstep: Class 25 contains 7850 members 
Mstep: Class 26 contains 29687 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9927 members 
Mstep: Class 29 contains 17097 members 
Mstep: Class 30 contains 6310 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11021 members 
Mstep: Class 33 contains 29160 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3884 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7951 members 
Mstep: Class 43 contains 10941 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5290 members 
Mstep: Class 48 contains 29238 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067688.000000 Penalty: 165219.093750
Iteration 235Q: 50 clusters Score -1.150677e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80570 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67302 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 75557 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88160 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13435 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 12769 members 
Mstep: Class 22 contains 36575 members 
Mstep: Class 23 contains 93644 members 
Mstep: Class 25 contains 7850 members 
Mstep: Class 26 contains 29685 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9911 members 
Mstep: Class 29 contains 17107 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11023 members 
Mstep: Class 33 contains 29154 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3885 members 
Mstep: Class 37 contains 11433 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7954 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5294 members 
Mstep: Class 48 contains 29247 members 
Mstep: Class 49 contains 20801 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067728.000000 Penalty: 165219.093750
Iteration 236Q: 50 clusters Score -1.150677e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14300 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80567 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67301 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 75541 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13439 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 93651 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 29682 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9902 members 
Mstep: Class 29 contains 17117 members 
Mstep: Class 30 contains 6309 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 29148 members 
Mstep: Class 34 contains 7621 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6773 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7952 members 
Mstep: Class 43 contains 10946 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5296 members 
Mstep: Class 48 contains 29259 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067648.000000 Penalty: 165219.093750
Iteration 237Q: 50 clusters Score -1.150676e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14301 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80556 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 14556 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75523 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88154 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12766 members 
Mstep: Class 22 contains 36574 members 
Mstep: Class 23 contains 93658 members 
Mstep: Class 25 contains 7871 members 
Mstep: Class 26 contains 29681 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9898 members 
Mstep: Class 29 contains 17129 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11023 members 
Mstep: Class 33 contains 29143 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3887 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7952 members 
Mstep: Class 43 contains 10947 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5295 members 
Mstep: Class 48 contains 29269 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067664.000000 Penalty: 165219.093750
Iteration 238Q: 50 clusters Score -1.150677e+08 nChanged 92
Entering ConstructFrom: 
Score: -115067664.000000 Penalty: 165219.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -100032.492188 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -100032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98454.171875 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -98454.17 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98865.742188 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -98865.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99029.078125 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -99029.08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99132.640625 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -99132.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99190.718750 Penalty: 3360.581787
	Iteration 4Q: 3 clusters Score -99190.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99229.710938 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -99229.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99256.359375 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -99256.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99283.351562 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -99283.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99343.640625 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -99343.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -99395.140625 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -99395.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99437.062500 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -99437.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99474.179688 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -99474.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99486.187500 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -99486.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99503.359375 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -99503.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99507.000000 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -99507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99510.085938 Penalty: 3360.581787
	Iteration 15Q: 3 clusters Score -99510.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99511.789062 Penalty: 3360.581787
	Iteration 16Q: 3 clusters Score -99511.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99513.007812 Penalty: 3360.581787
	Iteration 17Q: 3 clusters Score -99513.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -99513.007812 Penalty: 3360.581787
	Iteration 18F: 3 clusters Score -99513.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18080.675781 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18080.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17194.636719 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -17194.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17368.851562 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -17368.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17460.548828 Penalty: 2620.468994
	Iteration 2F: 3 clusters Score -17460.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17471.562500 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -17471.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17471.562500 Penalty: 2620.468994
	Iteration 4F: 3 clusters Score -17471.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -405525.343750 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -405525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -402367.468750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -402367.5 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -403105.093750 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -403105.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -403402.437500 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -403402.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -403711.250000 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -403711.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -404013.187500 Penalty: 3945.716797
	Iteration 4F: 3 clusters Score -404013.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -404249.593750 Penalty: 3945.716797
	Iteration 5F: 3 clusters Score -404249.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -404412.031250 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -404412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -404513.468750 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -404513.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -404572.375000 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -404572.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -404599.906250 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -404599.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -404624.500000 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -404624.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -404636.375000 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -404636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -404645.250000 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -404645.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -404662.187500 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -404662.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -404670.250000 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -404670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -404673.906250 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -404673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -404685.437500 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -404685.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -404694.437500 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -404694.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -404702.781250 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -404702.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -404709.156250 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -404709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -404714.406250 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -404714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -404721.968750 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -404722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -404734.406250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -404734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -404751.062500 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -404751.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -404769.937500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -404769.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -404792.593750 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -404792.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -404814.687500 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -404814.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -404849.625000 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -404849.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -404891.500000 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -404891.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -404941.250000 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -404941.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -405035.343750 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -405035.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405123.437500 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -405123.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -405216.593750 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -405216.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -405319.250000 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -405319.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -405399.781250 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -405399.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -405440.906250 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -405440.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -405458.968750 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -405459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -405467.781250 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -405467.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -405472.125000 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -405472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405472.218750 Penalty: 3945.716797
	Iteration 39Q: 3 clusters Score -405472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -405472.218750 Penalty: 3945.716797
	Iteration 40F: 3 clusters Score -405472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Entering Unmasked Estep 
Score: -2114963.250000 Penalty: 2372.902344
	Iteration 0F: 2 clusters Score -2114963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2104559.500000 Penalty: 4745.804688
	Iteration 0F: 3 clusters Score -2104560 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2108130.750000 Penalty: 4745.804688
	Iteration 1F: 3 clusters Score -2108131 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2108592.750000 Penalty: 4745.804688
	Iteration 2F: 3 clusters Score -2108593 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2108982.750000 Penalty: 4745.804688
	Iteration 3F: 3 clusters Score -2108983 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2109343.750000 Penalty: 4745.804688
	Iteration 4Q: 3 clusters Score -2109344 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2109711.500000 Penalty: 4745.804688
	Iteration 5Q: 3 clusters Score -2109712 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2110115.000000 Penalty: 4745.804688
	Iteration 6Q: 3 clusters Score -2110115 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2110510.250000 Penalty: 4745.804688
	Iteration 7Q: 3 clusters Score -2110510 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2110830.750000 Penalty: 4745.804688
	Iteration 8Q: 3 clusters Score -2110831 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2111089.750000 Penalty: 4745.804688
	Iteration 9Q: 3 clusters Score -2111090 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2111333.000000 Penalty: 4745.804688
	Iteration 10Q: 3 clusters Score -2111333 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2111551.500000 Penalty: 4745.804688
	Iteration 11Q: 3 clusters Score -2111552 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -2111761.000000 Penalty: 4745.804688
	Iteration 12Q: 3 clusters Score -2111761 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2111978.750000 Penalty: 4745.804688
	Iteration 13Q: 3 clusters Score -2111979 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2112188.000000 Penalty: 4745.804688
	Iteration 14Q: 3 clusters Score -2112188 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2112326.250000 Penalty: 4745.804688
	Iteration 15Q: 3 clusters Score -2112326 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2112440.250000 Penalty: 4745.804688
	Iteration 16Q: 3 clusters Score -2112440 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2112518.750000 Penalty: 4745.804688
	Iteration 17Q: 3 clusters Score -2112519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2112572.250000 Penalty: 4745.804688
	Iteration 18Q: 3 clusters Score -2112572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2112614.500000 Penalty: 4745.804688
	Iteration 19Q: 3 clusters Score -2112614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2112647.750000 Penalty: 4745.804688
	Iteration 20F: 3 clusters Score -2112648 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -2112665.750000 Penalty: 4745.804688
	Iteration 21Q: 3 clusters Score -2112666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2112679.000000 Penalty: 4745.804688
	Iteration 22Q: 3 clusters Score -2112679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2112694.500000 Penalty: 4745.804688
	Iteration 23Q: 3 clusters Score -2112694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2112702.000000 Penalty: 4745.804688
	Iteration 24Q: 3 clusters Score -2112702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2112715.500000 Penalty: 4745.804688
	Iteration 25Q: 3 clusters Score -2112716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2112726.750000 Penalty: 4745.804688
	Iteration 26Q: 3 clusters Score -2112727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2112749.250000 Penalty: 4745.804688
	Iteration 27Q: 3 clusters Score -2112749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2112770.000000 Penalty: 4745.804688
	Iteration 28Q: 3 clusters Score -2112770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2112803.000000 Penalty: 4745.804688
	Iteration 29Q: 3 clusters Score -2112803 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2112854.250000 Penalty: 4745.804688
	Iteration 30Q: 3 clusters Score -2112854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2112899.250000 Penalty: 4745.804688
	Iteration 31Q: 3 clusters Score -2112899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2112955.500000 Penalty: 4745.804688
	Iteration 32Q: 3 clusters Score -2112956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -2113011.000000 Penalty: 4745.804688
	Iteration 33Q: 3 clusters Score -2113011 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2113063.250000 Penalty: 4745.804688
	Iteration 34Q: 3 clusters Score -2113063 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2113118.750000 Penalty: 4745.804688
	Iteration 35Q: 3 clusters Score -2113119 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2113151.000000 Penalty: 4745.804688
	Iteration 36Q: 3 clusters Score -2113151 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2113176.000000 Penalty: 4745.804688
	Iteration 37Q: 3 clusters Score -2113176 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2113204.500000 Penalty: 4745.804688
	Iteration 38Q: 3 clusters Score -2113204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2113235.500000 Penalty: 4745.804688
	Iteration 39Q: 3 clusters Score -2113236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2113283.750000 Penalty: 4745.804688
	Iteration 40F: 3 clusters Score -2113284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2113306.500000 Penalty: 4745.804688
	Iteration 41Q: 3 clusters Score -2113306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -2113330.000000 Penalty: 4745.804688
	Iteration 42Q: 3 clusters Score -2113330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2113347.500000 Penalty: 4745.804688
	Iteration 43Q: 3 clusters Score -2113348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2113372.750000 Penalty: 4745.804688
	Iteration 44Q: 3 clusters Score -2113373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2113383.750000 Penalty: 4745.804688
	Iteration 45Q: 3 clusters Score -2113384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2113394.750000 Penalty: 4745.804688
	Iteration 46Q: 3 clusters Score -2113395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2113405.500000 Penalty: 4745.804688
	Iteration 47Q: 3 clusters Score -2113406 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2113410.750000 Penalty: 4745.804688
	Iteration 48Q: 3 clusters Score -2113411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2113415.750000 Penalty: 4745.804688
	Iteration 49Q: 3 clusters Score -2113416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2113423.250000 Penalty: 4745.804688
	Iteration 50Q: 3 clusters Score -2113423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2113434.500000 Penalty: 4745.804688
	Iteration 51Q: 3 clusters Score -2113434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2113443.000000 Penalty: 4745.804688
	Iteration 52Q: 3 clusters Score -2113443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2113449.250000 Penalty: 4745.804688
	Iteration 53Q: 3 clusters Score -2113449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2113452.250000 Penalty: 4745.804688
	Iteration 54Q: 3 clusters Score -2113452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2113458.500000 Penalty: 4745.804688
	Iteration 55Q: 3 clusters Score -2113458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2113459.500000 Penalty: 4745.804688
	Iteration 56Q: 3 clusters Score -2113460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2113458.000000 Penalty: 4745.804688
	Iteration 57Q: 3 clusters Score -2113458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2113460.000000 Penalty: 4745.804688
	Iteration 58Q: 3 clusters Score -2113460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2113461.000000 Penalty: 4745.804688
	Iteration 59Q: 3 clusters Score -2113461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2113461.500000 Penalty: 4745.804688
	Iteration 60F: 3 clusters Score -2113462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2113460.000000 Penalty: 4745.804688
	Iteration 61Q: 3 clusters Score -2113460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2113463.250000 Penalty: 4745.804688
	Iteration 62Q: 3 clusters Score -2113463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2113464.500000 Penalty: 4745.804688
	Iteration 63Q: 3 clusters Score -2113464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2113464.000000 Penalty: 4745.804688
	Iteration 64Q: 3 clusters Score -2113464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2113467.250000 Penalty: 4745.804688
	Iteration 65Q: 3 clusters Score -2113467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2113469.000000 Penalty: 4745.804688
	Iteration 66Q: 3 clusters Score -2113469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2113467.500000 Penalty: 4745.804688
	Iteration 67Q: 3 clusters Score -2113468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2113469.500000 Penalty: 4745.804688
	Iteration 68Q: 3 clusters Score -2113470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2113466.250000 Penalty: 4745.804688
	Iteration 69Q: 3 clusters Score -2113466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2113476.000000 Penalty: 4745.804688
	Iteration 70Q: 3 clusters Score -2113476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2113475.750000 Penalty: 4745.804688
	Iteration 71Q: 3 clusters Score -2113476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2113475.000000 Penalty: 4745.804688
	Iteration 72Q: 3 clusters Score -2113475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2113476.000000 Penalty: 4745.804688
	Iteration 73Q: 3 clusters Score -2113476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2113480.750000 Penalty: 4745.804688
	Iteration 74Q: 3 clusters Score -2113481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2113479.250000 Penalty: 4745.804688
	Iteration 75Q: 3 clusters Score -2113479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2113481.750000 Penalty: 4745.804688
	Iteration 76Q: 3 clusters Score -2113482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2113479.500000 Penalty: 4745.804688
	Iteration 77Q: 3 clusters Score -2113480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2113481.250000 Penalty: 4745.804688
	Iteration 78Q: 3 clusters Score -2113481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2113478.750000 Penalty: 4745.804688
	Iteration 79Q: 3 clusters Score -2113479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2113480.250000 Penalty: 4745.804688
	Iteration 80F: 3 clusters Score -2113480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2113482.750000 Penalty: 4745.804688
	Iteration 81Q: 3 clusters Score -2113483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2113483.500000 Penalty: 4745.804688
	Iteration 82Q: 3 clusters Score -2113484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2113483.500000 Penalty: 4745.804688
	Iteration 83F: 3 clusters Score -2113484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1246316.500000 Penalty: 2240.096680
	Iteration 0F: 2 clusters Score -1246316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1239748.625000 Penalty: 4480.193359
	Iteration 0F: 3 clusters Score -1239749 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1241715.500000 Penalty: 4480.193359
	Iteration 1F: 3 clusters Score -1241716 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1242088.125000 Penalty: 4480.193359
	Iteration 2F: 3 clusters Score -1242088 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1242419.375000 Penalty: 4480.193359
	Iteration 3F: 3 clusters Score -1242419 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1242726.625000 Penalty: 4480.193359
	Iteration 4F: 3 clusters Score -1242727 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1242994.375000 Penalty: 4480.193359
	Iteration 5Q: 3 clusters Score -1242994 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1243232.000000 Penalty: 4480.193359
	Iteration 6Q: 3 clusters Score -1243232 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1243422.875000 Penalty: 4480.193359
	Iteration 7Q: 3 clusters Score -1243423 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1243618.250000 Penalty: 4480.193359
	Iteration 8Q: 3 clusters Score -1243618 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1243789.125000 Penalty: 4480.193359
	Iteration 9Q: 3 clusters Score -1243789 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1243967.750000 Penalty: 4480.193359
	Iteration 10Q: 3 clusters Score -1243968 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1244145.750000 Penalty: 4480.193359
	Iteration 11Q: 3 clusters Score -1244146 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1244274.875000 Penalty: 4480.193359
	Iteration 12Q: 3 clusters Score -1244275 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1244372.500000 Penalty: 4480.193359
	Iteration 13Q: 3 clusters Score -1244372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1244452.250000 Penalty: 4480.193359
	Iteration 14Q: 3 clusters Score -1244452 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1244506.250000 Penalty: 4480.193359
	Iteration 15Q: 3 clusters Score -1244506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1244540.250000 Penalty: 4480.193359
	Iteration 16Q: 3 clusters Score -1244540 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1244566.125000 Penalty: 4480.193359
	Iteration 17Q: 3 clusters Score -1244566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1244590.375000 Penalty: 4480.193359
	Iteration 18Q: 3 clusters Score -1244590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1244609.500000 Penalty: 4480.193359
	Iteration 19Q: 3 clusters Score -1244610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1244615.625000 Penalty: 4480.193359
	Iteration 20F: 3 clusters Score -1244616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1244621.500000 Penalty: 4480.193359
	Iteration 21Q: 3 clusters Score -1244622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1244633.000000 Penalty: 4480.193359
	Iteration 22Q: 3 clusters Score -1244633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1244641.875000 Penalty: 4480.193359
	Iteration 23Q: 3 clusters Score -1244642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1244647.250000 Penalty: 4480.193359
	Iteration 24Q: 3 clusters Score -1244647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1244652.750000 Penalty: 4480.193359
	Iteration 25Q: 3 clusters Score -1244653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1244658.625000 Penalty: 4480.193359
	Iteration 26Q: 3 clusters Score -1244659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1244660.250000 Penalty: 4480.193359
	Iteration 27Q: 3 clusters Score -1244660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1244664.625000 Penalty: 4480.193359
	Iteration 28Q: 3 clusters Score -1244665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1244669.000000 Penalty: 4480.193359
	Iteration 29Q: 3 clusters Score -1244669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1244670.125000 Penalty: 4480.193359
	Iteration 30Q: 3 clusters Score -1244670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1244671.000000 Penalty: 4480.193359
	Iteration 31Q: 3 clusters Score -1244671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1244672.625000 Penalty: 4480.193359
	Iteration 32Q: 3 clusters Score -1244673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1244678.250000 Penalty: 4480.193359
	Iteration 33Q: 3 clusters Score -1244678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1244682.500000 Penalty: 4480.193359
	Iteration 34Q: 3 clusters Score -1244682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1244686.625000 Penalty: 4480.193359
	Iteration 35Q: 3 clusters Score -1244687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1244691.875000 Penalty: 4480.193359
	Iteration 36Q: 3 clusters Score -1244692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1244691.250000 Penalty: 4480.193359
	Iteration 37Q: 3 clusters Score -1244691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1244695.250000 Penalty: 4480.193359
	Iteration 38Q: 3 clusters Score -1244695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1244699.375000 Penalty: 4480.193359
	Iteration 39Q: 3 clusters Score -1244699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1244702.625000 Penalty: 4480.193359
	Iteration 40F: 3 clusters Score -1244703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1244703.750000 Penalty: 4480.193359
	Iteration 41Q: 3 clusters Score -1244704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1244706.875000 Penalty: 4480.193359
	Iteration 42Q: 3 clusters Score -1244707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1244707.000000 Penalty: 4480.193359
	Iteration 43Q: 3 clusters Score -1244707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1244708.875000 Penalty: 4480.193359
	Iteration 44Q: 3 clusters Score -1244709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1244709.625000 Penalty: 4480.193359
	Iteration 45Q: 3 clusters Score -1244710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1244713.875000 Penalty: 4480.193359
	Iteration 46Q: 3 clusters Score -1244714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1244712.625000 Penalty: 4480.193359
	Iteration 47Q: 3 clusters Score -1244713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1244715.500000 Penalty: 4480.193359
	Iteration 48Q: 3 clusters Score -1244716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1244713.750000 Penalty: 4480.193359
	Iteration 49Q: 3 clusters Score -1244714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1244715.375000 Penalty: 4480.193359
	Iteration 50Q: 3 clusters Score -1244715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1244718.250000 Penalty: 4480.193359
	Iteration 51Q: 3 clusters Score -1244718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1244720.375000 Penalty: 4480.193359
	Iteration 52Q: 3 clusters Score -1244720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1244721.625000 Penalty: 4480.193359
	Iteration 53Q: 3 clusters Score -1244722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1244724.750000 Penalty: 4480.193359
	Iteration 54Q: 3 clusters Score -1244725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1244725.875000 Penalty: 4480.193359
	Iteration 55Q: 3 clusters Score -1244726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1244729.250000 Penalty: 4480.193359
	Iteration 56Q: 3 clusters Score -1244729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1244731.875000 Penalty: 4480.193359
	Iteration 57Q: 3 clusters Score -1244732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1244734.125000 Penalty: 4480.193359
	Iteration 58Q: 3 clusters Score -1244734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1244735.125000 Penalty: 4480.193359
	Iteration 59Q: 3 clusters Score -1244735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1244737.125000 Penalty: 4480.193359
	Iteration 60F: 3 clusters Score -1244737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1244739.750000 Penalty: 4480.193359
	Iteration 61Q: 3 clusters Score -1244740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1244742.375000 Penalty: 4480.193359
	Iteration 62Q: 3 clusters Score -1244742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1244741.000000 Penalty: 4480.193359
	Iteration 63Q: 3 clusters Score -1244741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1244740.000000 Penalty: 4480.193359
	Iteration 64Q: 3 clusters Score -1244740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1244740.375000 Penalty: 4480.193359
	Iteration 65Q: 3 clusters Score -1244740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1244747.125000 Penalty: 4480.193359
	Iteration 66Q: 3 clusters Score -1244747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1244749.000000 Penalty: 4480.193359
	Iteration 67Q: 3 clusters Score -1244749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1244752.250000 Penalty: 4480.193359
	Iteration 68Q: 3 clusters Score -1244752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1244753.250000 Penalty: 4480.193359
	Iteration 69Q: 3 clusters Score -1244753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1244753.750000 Penalty: 4480.193359
	Iteration 70Q: 3 clusters Score -1244754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1244760.750000 Penalty: 4480.193359
	Iteration 71Q: 3 clusters Score -1244761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1244758.875000 Penalty: 4480.193359
	Iteration 72Q: 3 clusters Score -1244759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1244760.000000 Penalty: 4480.193359
	Iteration 73Q: 3 clusters Score -1244760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1244759.875000 Penalty: 4480.193359
	Iteration 74Q: 3 clusters Score -1244760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1244759.250000 Penalty: 4480.193359
	Iteration 75Q: 3 clusters Score -1244759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1244760.875000 Penalty: 4480.193359
	Iteration 76Q: 3 clusters Score -1244761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1244759.250000 Penalty: 4480.193359
	Iteration 77Q: 3 clusters Score -1244759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1244760.500000 Penalty: 4480.193359
	Iteration 78Q: 3 clusters Score -1244760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1244763.000000 Penalty: 4480.193359
	Iteration 79Q: 3 clusters Score -1244763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1244763.125000 Penalty: 4480.193359
	Iteration 80F: 3 clusters Score -1244763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1244762.750000 Penalty: 4480.193359
	Iteration 81Q: 3 clusters Score -1244763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1244764.000000 Penalty: 4480.193359
	Iteration 82Q: 3 clusters Score -1244764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1244769.000000 Penalty: 4480.193359
	Iteration 83Q: 3 clusters Score -1244769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1244774.375000 Penalty: 4480.193359
	Iteration 84Q: 3 clusters Score -1244774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1244776.750000 Penalty: 4480.193359
	Iteration 85Q: 3 clusters Score -1244777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1244779.875000 Penalty: 4480.193359
	Iteration 86Q: 3 clusters Score -1244780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1244782.000000 Penalty: 4480.193359
	Iteration 87Q: 3 clusters Score -1244782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1244785.250000 Penalty: 4480.193359
	Iteration 88Q: 3 clusters Score -1244785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1244789.875000 Penalty: 4480.193359
	Iteration 89Q: 3 clusters Score -1244790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1244793.500000 Penalty: 4480.193359
	Iteration 90Q: 3 clusters Score -1244794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1244798.250000 Penalty: 4480.193359
	Iteration 91Q: 3 clusters Score -1244798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1244802.500000 Penalty: 4480.193359
	Iteration 92Q: 3 clusters Score -1244802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1244806.625000 Penalty: 4480.193359
	Iteration 93Q: 3 clusters Score -1244807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1244807.875000 Penalty: 4480.193359
	Iteration 94Q: 3 clusters Score -1244808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1244807.375000 Penalty: 4480.193359
	Iteration 95Q: 3 clusters Score -1244807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1244809.000000 Penalty: 4480.193359
	Iteration 96Q: 3 clusters Score -1244809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1244809.375000 Penalty: 4480.193359
	Iteration 97Q: 3 clusters Score -1244809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1244811.500000 Penalty: 4480.193359
	Iteration 98Q: 3 clusters Score -1244812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1244811.500000 Penalty: 4480.193359
	Iteration 99F: 3 clusters Score -1244812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Entering Unmasked Estep 
Score: -12007826.000000 Penalty: 2801.562012
	Iteration 0F: 2 clusters Score -1.200783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -11953798.000000 Penalty: 5603.124023
	Iteration 0F: 3 clusters Score -1.19538e+07 nChanged 37825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -11975432.000000 Penalty: 5603.124023
	Iteration 1F: 3 clusters Score -1.197543e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -11976304.000000 Penalty: 5603.124023
	Iteration 2Q: 3 clusters Score -1.19763e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -11977370.000000 Penalty: 5603.124023
	Iteration 3Q: 3 clusters Score -1.197737e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -11979047.000000 Penalty: 5603.124023
	Iteration 4Q: 3 clusters Score -1.197905e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -11981706.000000 Penalty: 5603.124023
	Iteration 5F: 3 clusters Score -1.198171e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -11985985.000000 Penalty: 5603.124023
	Iteration 6F: 3 clusters Score -1.198598e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -11992017.000000 Penalty: 5603.124023
	Iteration 7F: 3 clusters Score -1.199202e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -11998349.000000 Penalty: 5603.124023
	Iteration 8F: 3 clusters Score -1.199835e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -12002750.000000 Penalty: 5603.124023
	Iteration 9F: 3 clusters Score -1.200275e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -12004863.000000 Penalty: 5603.124023
	Iteration 10Q: 3 clusters Score -1.200486e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -12005759.000000 Penalty: 5603.124023
	Iteration 11Q: 3 clusters Score -1.200576e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -12006068.000000 Penalty: 5603.124023
	Iteration 12Q: 3 clusters Score -1.200607e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 79795 members 
Entering Unmasked Estep 
Score: -12006201.000000 Penalty: 5603.124023
	Iteration 13Q: 3 clusters Score -1.20062e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -12006278.000000 Penalty: 5603.124023
	Iteration 14Q: 3 clusters Score -1.200628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -12006306.000000 Penalty: 5603.124023
	Iteration 15Q: 3 clusters Score -1.200631e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -12006329.000000 Penalty: 5603.124023
	Iteration 16Q: 3 clusters Score -1.200633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 79786 members 
Entering Unmasked Estep 
Score: -12006338.000000 Penalty: 5603.124023
	Iteration 17Q: 3 clusters Score -1.200634e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -12006335.000000 Penalty: 5603.124023
	Iteration 18Q: 3 clusters Score -1.200634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -12006345.000000 Penalty: 5603.124023
	Iteration 19Q: 3 clusters Score -1.200634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -12006340.000000 Penalty: 5603.124023
	Iteration 20F: 3 clusters Score -1.200634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -12006358.000000 Penalty: 5603.124023
	Iteration 21Q: 3 clusters Score -1.200636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -12006351.000000 Penalty: 5603.124023
	Iteration 22Q: 3 clusters Score -1.200635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -12006357.000000 Penalty: 5603.124023
	Iteration 23Q: 3 clusters Score -1.200636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -12006356.000000 Penalty: 5603.124023
	Iteration 24Q: 3 clusters Score -1.200636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -12006362.000000 Penalty: 5603.124023
	Iteration 25Q: 3 clusters Score -1.200636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -12006363.000000 Penalty: 5603.124023
	Iteration 26Q: 3 clusters Score -1.200636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -12006371.000000 Penalty: 5603.124023
	Iteration 27Q: 3 clusters Score -1.200637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -12006373.000000 Penalty: 5603.124023
	Iteration 28Q: 3 clusters Score -1.200637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 79774 members 
Entering Unmasked Estep 
Score: -12006373.000000 Penalty: 5603.124023
	Iteration 29Q: 3 clusters Score -1.200637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -12006365.000000 Penalty: 5603.124023
	Iteration 30Q: 3 clusters Score -1.200636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -12006367.000000 Penalty: 5603.124023
	Iteration 31Q: 3 clusters Score -1.200637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -12006367.000000 Penalty: 5603.124023
	Iteration 32F: 3 clusters Score -1.200637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Entering Unmasked Estep 
Score: -602450.187500 Penalty: 2077.783936
	Iteration 0F: 2 clusters Score -602450.2 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 2138 members 
Entering Unmasked Estep 
Score: -598337.875000 Penalty: 4155.567871
	Iteration 0F: 3 clusters Score -598337.9 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -599302.062500 Penalty: 4155.567871
	Iteration 1F: 3 clusters Score -599302.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -599556.937500 Penalty: 4155.567871
	Iteration 2F: 3 clusters Score -599556.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -599716.000000 Penalty: 4155.567871
	Iteration 3F: 3 clusters Score -599716 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -599831.812500 Penalty: 4155.567871
	Iteration 4Q: 3 clusters Score -599831.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -599942.562500 Penalty: 4155.567871
	Iteration 5Q: 3 clusters Score -599942.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -600047.937500 Penalty: 4155.567871
	Iteration 6Q: 3 clusters Score -600047.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -600132.750000 Penalty: 4155.567871
	Iteration 7Q: 3 clusters Score -600132.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -600202.062500 Penalty: 4155.567871
	Iteration 8Q: 3 clusters Score -600202.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -600272.062500 Penalty: 4155.567871
	Iteration 9Q: 3 clusters Score -600272.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -600357.125000 Penalty: 4155.567871
	Iteration 10Q: 3 clusters Score -600357.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -600430.562500 Penalty: 4155.567871
	Iteration 11Q: 3 clusters Score -600430.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -600497.875000 Penalty: 4155.567871
	Iteration 12Q: 3 clusters Score -600497.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -600561.812500 Penalty: 4155.567871
	Iteration 13Q: 3 clusters Score -600561.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -600615.500000 Penalty: 4155.567871
	Iteration 14Q: 3 clusters Score -600615.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -600660.062500 Penalty: 4155.567871
	Iteration 15Q: 3 clusters Score -600660.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -600705.375000 Penalty: 4155.567871
	Iteration 16Q: 3 clusters Score -600705.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -600741.875000 Penalty: 4155.567871
	Iteration 17Q: 3 clusters Score -600741.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -600776.625000 Penalty: 4155.567871
	Iteration 18Q: 3 clusters Score -600776.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -600812.500000 Penalty: 4155.567871
	Iteration 19Q: 3 clusters Score -600812.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -600841.875000 Penalty: 4155.567871
	Iteration 20F: 3 clusters Score -600841.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -600863.750000 Penalty: 4155.567871
	Iteration 21Q: 3 clusters Score -600863.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -600888.937500 Penalty: 4155.567871
	Iteration 22Q: 3 clusters Score -600888.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -600917.562500 Penalty: 4155.567871
	Iteration 23Q: 3 clusters Score -600917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -600940.625000 Penalty: 4155.567871
	Iteration 24Q: 3 clusters Score -600940.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -600963.500000 Penalty: 4155.567871
	Iteration 25Q: 3 clusters Score -600963.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -600979.562500 Penalty: 4155.567871
	Iteration 26Q: 3 clusters Score -600979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -601000.437500 Penalty: 4155.567871
	Iteration 27Q: 3 clusters Score -601000.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -601031.375000 Penalty: 4155.567871
	Iteration 28Q: 3 clusters Score -601031.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -601055.500000 Penalty: 4155.567871
	Iteration 29Q: 3 clusters Score -601055.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -601068.000000 Penalty: 4155.567871
	Iteration 30Q: 3 clusters Score -601068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -601085.687500 Penalty: 4155.567871
	Iteration 31Q: 3 clusters Score -601085.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -601100.250000 Penalty: 4155.567871
	Iteration 32Q: 3 clusters Score -601100.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -601113.750000 Penalty: 4155.567871
	Iteration 33Q: 3 clusters Score -601113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -601127.375000 Penalty: 4155.567871
	Iteration 34Q: 3 clusters Score -601127.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -601145.875000 Penalty: 4155.567871
	Iteration 35Q: 3 clusters Score -601145.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -601168.500000 Penalty: 4155.567871
	Iteration 36Q: 3 clusters Score -601168.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -601207.562500 Penalty: 4155.567871
	Iteration 37Q: 3 clusters Score -601207.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -601252.750000 Penalty: 4155.567871
	Iteration 38Q: 3 clusters Score -601252.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -601301.187500 Penalty: 4155.567871
	Iteration 39Q: 3 clusters Score -601301.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -601355.687500 Penalty: 4155.567871
	Iteration 40F: 3 clusters Score -601355.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -601427.250000 Penalty: 4155.567871
	Iteration 41Q: 3 clusters Score -601427.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -601492.437500 Penalty: 4155.567871
	Iteration 42Q: 3 clusters Score -601492.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -601553.437500 Penalty: 4155.567871
	Iteration 43Q: 3 clusters Score -601553.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -601606.437500 Penalty: 4155.567871
	Iteration 44Q: 3 clusters Score -601606.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -601649.187500 Penalty: 4155.567871
	Iteration 45Q: 3 clusters Score -601649.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -601668.750000 Penalty: 4155.567871
	Iteration 46Q: 3 clusters Score -601668.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -601686.875000 Penalty: 4155.567871
	Iteration 47Q: 3 clusters Score -601686.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -601701.875000 Penalty: 4155.567871
	Iteration 48Q: 3 clusters Score -601701.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -601712.375000 Penalty: 4155.567871
	Iteration 49Q: 3 clusters Score -601712.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601720.687500 Penalty: 4155.567871
	Iteration 50Q: 3 clusters Score -601720.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -601730.312500 Penalty: 4155.567871
	Iteration 51Q: 3 clusters Score -601730.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -601735.937500 Penalty: 4155.567871
	Iteration 52Q: 3 clusters Score -601735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601738.812500 Penalty: 4155.567871
	Iteration 53Q: 3 clusters Score -601738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601741.625000 Penalty: 4155.567871
	Iteration 54Q: 3 clusters Score -601741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -601745.187500 Penalty: 4155.567871
	Iteration 55Q: 3 clusters Score -601745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -601747.625000 Penalty: 4155.567871
	Iteration 56Q: 3 clusters Score -601747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601751.812500 Penalty: 4155.567871
	Iteration 57Q: 3 clusters Score -601751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -601754.187500 Penalty: 4155.567871
	Iteration 58Q: 3 clusters Score -601754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -601756.187500 Penalty: 4155.567871
	Iteration 59Q: 3 clusters Score -601756.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -601759.375000 Penalty: 4155.567871
	Iteration 60F: 3 clusters Score -601759.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601764.312500 Penalty: 4155.567871
	Iteration 61Q: 3 clusters Score -601764.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -601768.500000 Penalty: 4155.567871
	Iteration 62Q: 3 clusters Score -601768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -601770.812500 Penalty: 4155.567871
	Iteration 63Q: 3 clusters Score -601770.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -601772.875000 Penalty: 4155.567871
	Iteration 64Q: 3 clusters Score -601772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -601774.625000 Penalty: 4155.567871
	Iteration 65Q: 3 clusters Score -601774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -601776.312500 Penalty: 4155.567871
	Iteration 66Q: 3 clusters Score -601776.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -601776.000000 Penalty: 4155.567871
	Iteration 67Q: 3 clusters Score -601776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -601779.062500 Penalty: 4155.567871
	Iteration 68Q: 3 clusters Score -601779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -601778.937500 Penalty: 4155.567871
	Iteration 69Q: 3 clusters Score -601778.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -601780.187500 Penalty: 4155.567871
	Iteration 70Q: 3 clusters Score -601780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -601780.187500 Penalty: 4155.567871
	Iteration 71F: 3 clusters Score -601780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -497161.156250 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -497161.2 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 1843 members 
Entering Unmasked Estep 
Score: -493440.343750 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -493440.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -494417.531250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -494417.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -494777.593750 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -494777.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -495082.500000 Penalty: 4082.102051
	Iteration 3F: 3 clusters Score -495082.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -495379.218750 Penalty: 4082.102051
	Iteration 4F: 3 clusters Score -495379.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -495601.875000 Penalty: 4082.102051
	Iteration 5F: 3 clusters Score -495601.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -495770.562500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -495770.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -495927.187500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -495927.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -496057.531250 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -496057.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -496142.625000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -496142.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -496201.062500 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -496201.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -496261.375000 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -496261.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -496308.656250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -496308.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -496337.937500 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -496337.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -496349.500000 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -496349.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -496357.468750 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -496357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -496367.875000 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -496367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -496377.312500 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -496377.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -496384.312500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -496384.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -496392.437500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -496392.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -496396.750000 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -496396.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -496401.406250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -496401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -496405.687500 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -496405.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -496409.093750 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -496409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -496412.406250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -496412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -496412.281250 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -496412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -496412.281250 Penalty: 4082.102051
	Iteration 26F: 3 clusters Score -496412.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Entering Unmasked Estep 
Score: -10059130.000000 Penalty: 2756.995117
	Iteration 0F: 2 clusters Score -1.005913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -10013839.000000 Penalty: 5513.990234
	Iteration 0F: 3 clusters Score -1.001384e+07 nChanged 31398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -10031321.000000 Penalty: 5513.990234
	Iteration 1F: 3 clusters Score -1.003132e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -10032113.000000 Penalty: 5513.990234
	Iteration 2Q: 3 clusters Score -1.003211e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -10033080.000000 Penalty: 5513.990234
	Iteration 3Q: 3 clusters Score -1.003308e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -10034636.000000 Penalty: 5513.990234
	Iteration 4Q: 3 clusters Score -1.003464e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -10036881.000000 Penalty: 5513.990234
	Iteration 5F: 3 clusters Score -1.003688e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -10039675.000000 Penalty: 5513.990234
	Iteration 6F: 3 clusters Score -1.003968e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -10042412.000000 Penalty: 5513.990234
	Iteration 7F: 3 clusters Score -1.004241e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10044780.000000 Penalty: 5513.990234
	Iteration 8F: 3 clusters Score -1.004478e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -10046298.000000 Penalty: 5513.990234
	Iteration 9F: 3 clusters Score -1.00463e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -10047478.000000 Penalty: 5513.990234
	Iteration 10Q: 3 clusters Score -1.004748e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -10048370.000000 Penalty: 5513.990234
	Iteration 11Q: 3 clusters Score -1.004837e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -10049219.000000 Penalty: 5513.990234
	Iteration 12Q: 3 clusters Score -1.004922e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -10050125.000000 Penalty: 5513.990234
	Iteration 13Q: 3 clusters Score -1.005012e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -10051153.000000 Penalty: 5513.990234
	Iteration 14Q: 3 clusters Score -1.005115e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -10052253.000000 Penalty: 5513.990234
	Iteration 15Q: 3 clusters Score -1.005225e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -10053367.000000 Penalty: 5513.990234
	Iteration 16Q: 3 clusters Score -1.005337e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -10054427.000000 Penalty: 5513.990234
	Iteration 17Q: 3 clusters Score -1.005443e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -10055273.000000 Penalty: 5513.990234
	Iteration 18Q: 3 clusters Score -1.005527e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -10055972.000000 Penalty: 5513.990234
	Iteration 19Q: 3 clusters Score -1.005597e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -10056424.000000 Penalty: 5513.990234
	Iteration 20F: 3 clusters Score -1.005642e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -10056723.000000 Penalty: 5513.990234
	Iteration 21Q: 3 clusters Score -1.005672e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -10056938.000000 Penalty: 5513.990234
	Iteration 22Q: 3 clusters Score -1.005694e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -10057055.000000 Penalty: 5513.990234
	Iteration 23Q: 3 clusters Score -1.005706e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 65425 members 
Entering Unmasked Estep 
Score: -10057128.000000 Penalty: 5513.990234
	Iteration 24Q: 3 clusters Score -1.005713e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -10057173.000000 Penalty: 5513.990234
	Iteration 25Q: 3 clusters Score -1.005717e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 65548 members 
Entering Unmasked Estep 
Score: -10057226.000000 Penalty: 5513.990234
	Iteration 26Q: 3 clusters Score -1.005723e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -10057250.000000 Penalty: 5513.990234
	Iteration 27Q: 3 clusters Score -1.005725e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -10057287.000000 Penalty: 5513.990234
	Iteration 28Q: 3 clusters Score -1.005729e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -10057325.000000 Penalty: 5513.990234
	Iteration 29Q: 3 clusters Score -1.005732e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 65687 members 
Entering Unmasked Estep 
Score: -10057347.000000 Penalty: 5513.990234
	Iteration 30Q: 3 clusters Score -1.005735e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -10057358.000000 Penalty: 5513.990234
	Iteration 31Q: 3 clusters Score -1.005736e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -10057365.000000 Penalty: 5513.990234
	Iteration 32Q: 3 clusters Score -1.005736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -10057374.000000 Penalty: 5513.990234
	Iteration 33Q: 3 clusters Score -1.005737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -10057398.000000 Penalty: 5513.990234
	Iteration 34Q: 3 clusters Score -1.00574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 65786 members 
Entering Unmasked Estep 
Score: -10057407.000000 Penalty: 5513.990234
	Iteration 35Q: 3 clusters Score -1.005741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -10057415.000000 Penalty: 5513.990234
	Iteration 36Q: 3 clusters Score -1.005742e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -10057443.000000 Penalty: 5513.990234
	Iteration 37Q: 3 clusters Score -1.005744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -10057435.000000 Penalty: 5513.990234
	Iteration 38Q: 3 clusters Score -1.005744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 65826 members 
Entering Unmasked Estep 
Score: -10057438.000000 Penalty: 5513.990234
	Iteration 39Q: 3 clusters Score -1.005744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -10057443.000000 Penalty: 5513.990234
	Iteration 40F: 3 clusters Score -1.005744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -10057441.000000 Penalty: 5513.990234
	Iteration 41Q: 3 clusters Score -1.005744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -10057445.000000 Penalty: 5513.990234
	Iteration 42Q: 3 clusters Score -1.005744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -10057447.000000 Penalty: 5513.990234
	Iteration 43Q: 3 clusters Score -1.005745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -10057444.000000 Penalty: 5513.990234
	Iteration 44Q: 3 clusters Score -1.005744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -10057445.000000 Penalty: 5513.990234
	Iteration 45Q: 3 clusters Score -1.005744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -10057449.000000 Penalty: 5513.990234
	Iteration 46Q: 3 clusters Score -1.005745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -10057451.000000 Penalty: 5513.990234
	Iteration 47Q: 3 clusters Score -1.005745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -10057459.000000 Penalty: 5513.990234
	Iteration 48Q: 3 clusters Score -1.005746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -10057454.000000 Penalty: 5513.990234
	Iteration 49Q: 3 clusters Score -1.005745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -10057456.000000 Penalty: 5513.990234
	Iteration 50Q: 3 clusters Score -1.005746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -10057453.000000 Penalty: 5513.990234
	Iteration 51Q: 3 clusters Score -1.005745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -10057455.000000 Penalty: 5513.990234
	Iteration 52Q: 3 clusters Score -1.005746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -10057461.000000 Penalty: 5513.990234
	Iteration 53Q: 3 clusters Score -1.005746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -10057469.000000 Penalty: 5513.990234
	Iteration 54Q: 3 clusters Score -1.005747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -10057469.000000 Penalty: 5513.990234
	Iteration 55Q: 3 clusters Score -1.005747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -10057470.000000 Penalty: 5513.990234
	Iteration 56Q: 3 clusters Score -1.005747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -10057471.000000 Penalty: 5513.990234
	Iteration 57Q: 3 clusters Score -1.005747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -10057468.000000 Penalty: 5513.990234
	Iteration 58Q: 3 clusters Score -1.005747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -10057460.000000 Penalty: 5513.990234
	Iteration 59Q: 3 clusters Score -1.005746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -10057457.000000 Penalty: 5513.990234
	Iteration 60F: 3 clusters Score -1.005746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Entering Unmasked Estep 
Score: -2123306.250000 Penalty: 2377.285156
	Iteration 0F: 2 clusters Score -2123306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2112832.500000 Penalty: 4754.570312
	Iteration 0F: 3 clusters Score -2112832 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2116190.250000 Penalty: 4754.570312
	Iteration 1F: 3 clusters Score -2116190 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2116725.750000 Penalty: 4754.570312
	Iteration 2F: 3 clusters Score -2116726 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2117369.750000 Penalty: 4754.570312
	Iteration 3F: 3 clusters Score -2117370 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -2118271.000000 Penalty: 4754.570312
	Iteration 4F: 3 clusters Score -2118271 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2119298.750000 Penalty: 4754.570312
	Iteration 5F: 3 clusters Score -2119299 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2120246.750000 Penalty: 4754.570312
	Iteration 6F: 3 clusters Score -2120247 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2120941.000000 Penalty: 4754.570312
	Iteration 7F: 3 clusters Score -2120941 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2121337.250000 Penalty: 4754.570312
	Iteration 8Q: 3 clusters Score -2121337 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2121587.750000 Penalty: 4754.570312
	Iteration 9Q: 3 clusters Score -2121588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2121756.500000 Penalty: 4754.570312
	Iteration 10Q: 3 clusters Score -2121756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2121885.000000 Penalty: 4754.570312
	Iteration 11Q: 3 clusters Score -2121885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2121974.000000 Penalty: 4754.570312
	Iteration 12Q: 3 clusters Score -2121974 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2122048.500000 Penalty: 4754.570312
	Iteration 13Q: 3 clusters Score -2122048 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2122113.000000 Penalty: 4754.570312
	Iteration 14Q: 3 clusters Score -2122113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2122158.000000 Penalty: 4754.570312
	Iteration 15Q: 3 clusters Score -2122158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2122191.500000 Penalty: 4754.570312
	Iteration 16Q: 3 clusters Score -2122192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2122220.750000 Penalty: 4754.570312
	Iteration 17Q: 3 clusters Score -2122221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2122248.750000 Penalty: 4754.570312
	Iteration 18Q: 3 clusters Score -2122249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2122266.750000 Penalty: 4754.570312
	Iteration 19Q: 3 clusters Score -2122267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2122281.250000 Penalty: 4754.570312
	Iteration 20F: 3 clusters Score -2122281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2122297.500000 Penalty: 4754.570312
	Iteration 21Q: 3 clusters Score -2122298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2122301.250000 Penalty: 4754.570312
	Iteration 22Q: 3 clusters Score -2122301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2122302.500000 Penalty: 4754.570312
	Iteration 23Q: 3 clusters Score -2122302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2122311.000000 Penalty: 4754.570312
	Iteration 24Q: 3 clusters Score -2122311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2122314.000000 Penalty: 4754.570312
	Iteration 25Q: 3 clusters Score -2122314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2122316.500000 Penalty: 4754.570312
	Iteration 26Q: 3 clusters Score -2122316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2122320.250000 Penalty: 4754.570312
	Iteration 27Q: 3 clusters Score -2122320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2122322.750000 Penalty: 4754.570312
	Iteration 28Q: 3 clusters Score -2122323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2122322.250000 Penalty: 4754.570312
	Iteration 29Q: 3 clusters Score -2122322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2122319.000000 Penalty: 4754.570312
	Iteration 30Q: 3 clusters Score -2122319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2122320.750000 Penalty: 4754.570312
	Iteration 31Q: 3 clusters Score -2122321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2122320.000000 Penalty: 4754.570312
	Iteration 32Q: 3 clusters Score -2122320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2122319.750000 Penalty: 4754.570312
	Iteration 33Q: 3 clusters Score -2122320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2122321.000000 Penalty: 4754.570312
	Iteration 34Q: 3 clusters Score -2122321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2122321.000000 Penalty: 4754.570312
	Iteration 35F: 3 clusters Score -2122321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -1446476.250000 Penalty: 2280.743408
	Iteration 0F: 2 clusters Score -1446476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1438928.000000 Penalty: 4561.486816
	Iteration 0F: 3 clusters Score -1438928 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1441073.000000 Penalty: 4561.486816
	Iteration 1F: 3 clusters Score -1441073 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1441404.500000 Penalty: 4561.486816
	Iteration 2F: 3 clusters Score -1441404 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1441688.625000 Penalty: 4561.486816
	Iteration 3F: 3 clusters Score -1441689 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1441944.625000 Penalty: 4561.486816
	Iteration 4Q: 3 clusters Score -1441945 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1442220.125000 Penalty: 4561.486816
	Iteration 5Q: 3 clusters Score -1442220 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1442532.125000 Penalty: 4561.486816
	Iteration 6Q: 3 clusters Score -1442532 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1442855.875000 Penalty: 4561.486816
	Iteration 7F: 3 clusters Score -1442856 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1443210.250000 Penalty: 4561.486816
	Iteration 8Q: 3 clusters Score -1443210 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1443551.250000 Penalty: 4561.486816
	Iteration 9Q: 3 clusters Score -1443551 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1443841.125000 Penalty: 4561.486816
	Iteration 10Q: 3 clusters Score -1443841 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1444052.250000 Penalty: 4561.486816
	Iteration 11Q: 3 clusters Score -1444052 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1444230.875000 Penalty: 4561.486816
	Iteration 12Q: 3 clusters Score -1444231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1444361.000000 Penalty: 4561.486816
	Iteration 13Q: 3 clusters Score -1444361 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1444465.875000 Penalty: 4561.486816
	Iteration 14Q: 3 clusters Score -1444466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1444529.125000 Penalty: 4561.486816
	Iteration 15Q: 3 clusters Score -1444529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1444575.625000 Penalty: 4561.486816
	Iteration 16Q: 3 clusters Score -1444576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1444611.000000 Penalty: 4561.486816
	Iteration 17Q: 3 clusters Score -1444611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1444620.500000 Penalty: 4561.486816
	Iteration 18Q: 3 clusters Score -1444620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1444639.500000 Penalty: 4561.486816
	Iteration 19Q: 3 clusters Score -1444640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1444659.500000 Penalty: 4561.486816
	Iteration 20F: 3 clusters Score -1444660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1444669.625000 Penalty: 4561.486816
	Iteration 21Q: 3 clusters Score -1444670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1444677.375000 Penalty: 4561.486816
	Iteration 22Q: 3 clusters Score -1444677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1444685.000000 Penalty: 4561.486816
	Iteration 23Q: 3 clusters Score -1444685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1444685.875000 Penalty: 4561.486816
	Iteration 24Q: 3 clusters Score -1444686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1444689.000000 Penalty: 4561.486816
	Iteration 25Q: 3 clusters Score -1444689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1444689.250000 Penalty: 4561.486816
	Iteration 26Q: 3 clusters Score -1444689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1444690.125000 Penalty: 4561.486816
	Iteration 27Q: 3 clusters Score -1444690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1444690.125000 Penalty: 4561.486816
	Iteration 28Q: 3 clusters Score -1444690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1444690.125000 Penalty: 4561.486816
	Iteration 29F: 3 clusters Score -1444690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -456665.593750 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -456665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -453376.593750 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -453376.6 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -454109.968750 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -454110 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -454295.437500 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -454295.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -454420.625000 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -454420.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -454528.593750 Penalty: 3985.016113
	Iteration 4Q: 3 clusters Score -454528.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -454617.562500 Penalty: 3985.016113
	Iteration 5Q: 3 clusters Score -454617.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -454680.750000 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -454680.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -454733.906250 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -454733.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -454775.656250 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -454775.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -454802.312500 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -454802.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -454829.375000 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -454829.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -454851.812500 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -454851.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -454873.093750 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -454873.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -454887.781250 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -454887.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -454899.156250 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -454899.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -454913.156250 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -454913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -454919.656250 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -454919.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -454922.500000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -454922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -454924.125000 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -454924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -454927.656250 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -454927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -454929.843750 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -454929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -454935.625000 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -454935.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -454940.812500 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -454940.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -454947.187500 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -454947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -454954.812500 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -454954.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -454963.718750 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -454963.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -454970.843750 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -454970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -454979.875000 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -454979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -454991.312500 Penalty: 3985.016113
	Iteration 28Q: 3 clusters Score -454991.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -455001.625000 Penalty: 3985.016113
	Iteration 29Q: 3 clusters Score -455001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -455009.812500 Penalty: 3985.016113
	Iteration 30Q: 3 clusters Score -455009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -455017.031250 Penalty: 3985.016113
	Iteration 31Q: 3 clusters Score -455017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -455028.250000 Penalty: 3985.016113
	Iteration 32Q: 3 clusters Score -455028.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -455037.875000 Penalty: 3985.016113
	Iteration 33Q: 3 clusters Score -455037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -455046.500000 Penalty: 3985.016113
	Iteration 34Q: 3 clusters Score -455046.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -455052.468750 Penalty: 3985.016113
	Iteration 35Q: 3 clusters Score -455052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -455059.531250 Penalty: 3985.016113
	Iteration 36Q: 3 clusters Score -455059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -455063.625000 Penalty: 3985.016113
	Iteration 37Q: 3 clusters Score -455063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -455068.312500 Penalty: 3985.016113
	Iteration 38Q: 3 clusters Score -455068.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -455071.718750 Penalty: 3985.016113
	Iteration 39Q: 3 clusters Score -455071.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -455075.656250 Penalty: 3985.016113
	Iteration 40F: 3 clusters Score -455075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -455078.468750 Penalty: 3985.016113
	Iteration 41Q: 3 clusters Score -455078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -455080.437500 Penalty: 3985.016113
	Iteration 42Q: 3 clusters Score -455080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -455081.468750 Penalty: 3985.016113
	Iteration 43Q: 3 clusters Score -455081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -455082.000000 Penalty: 3985.016113
	Iteration 44Q: 3 clusters Score -455082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -455082.000000 Penalty: 3985.016113
	Iteration 45F: 3 clusters Score -455082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Entering Unmasked Estep 
Score: -10632838.000000 Penalty: 2785.514893
	Iteration 0F: 2 clusters Score -1.063284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -10582115.000000 Penalty: 5571.029785
	Iteration 0F: 3 clusters Score -1.058212e+07 nChanged 35267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -10602368.000000 Penalty: 5571.029785
	Iteration 1F: 3 clusters Score -1.060237e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -10603408.000000 Penalty: 5571.029785
	Iteration 2Q: 3 clusters Score -1.060341e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -10604851.000000 Penalty: 5571.029785
	Iteration 3Q: 3 clusters Score -1.060485e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -10606541.000000 Penalty: 5571.029785
	Iteration 4Q: 3 clusters Score -1.060654e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -10608253.000000 Penalty: 5571.029785
	Iteration 5F: 3 clusters Score -1.060825e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -10610147.000000 Penalty: 5571.029785
	Iteration 6F: 3 clusters Score -1.061015e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -10612010.000000 Penalty: 5571.029785
	Iteration 7F: 3 clusters Score -1.061201e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -10613834.000000 Penalty: 5571.029785
	Iteration 8Q: 3 clusters Score -1.061383e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -10615447.000000 Penalty: 5571.029785
	Iteration 9Q: 3 clusters Score -1.061545e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -10617144.000000 Penalty: 5571.029785
	Iteration 10Q: 3 clusters Score -1.061714e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -10619006.000000 Penalty: 5571.029785
	Iteration 11Q: 3 clusters Score -1.061901e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -10621093.000000 Penalty: 5571.029785
	Iteration 12Q: 3 clusters Score -1.062109e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -10623372.000000 Penalty: 5571.029785
	Iteration 13Q: 3 clusters Score -1.062337e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -10625699.000000 Penalty: 5571.029785
	Iteration 14Q: 3 clusters Score -1.06257e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 66747 members 
Entering Unmasked Estep 
Score: -10627539.000000 Penalty: 5571.029785
	Iteration 15Q: 3 clusters Score -1.062754e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -10629013.000000 Penalty: 5571.029785
	Iteration 16Q: 3 clusters Score -1.062901e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 70554 members 
Entering Unmasked Estep 
Score: -10629989.000000 Penalty: 5571.029785
	Iteration 17Q: 3 clusters Score -1.062999e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -10630614.000000 Penalty: 5571.029785
	Iteration 18Q: 3 clusters Score -1.063061e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 72356 members 
Entering Unmasked Estep 
Score: -10630992.000000 Penalty: 5571.029785
	Iteration 19Q: 3 clusters Score -1.063099e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10631230.000000 Penalty: 5571.029785
	Iteration 20F: 3 clusters Score -1.063123e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -10631357.000000 Penalty: 5571.029785
	Iteration 21Q: 3 clusters Score -1.063136e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 73330 members 
Entering Unmasked Estep 
Score: -10631424.000000 Penalty: 5571.029785
	Iteration 22Q: 3 clusters Score -1.063142e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -10631496.000000 Penalty: 5571.029785
	Iteration 23Q: 3 clusters Score -1.06315e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 73554 members 
Entering Unmasked Estep 
Score: -10631533.000000 Penalty: 5571.029785
	Iteration 24Q: 3 clusters Score -1.063153e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 73644 members 
Entering Unmasked Estep 
Score: -10631610.000000 Penalty: 5571.029785
	Iteration 25Q: 3 clusters Score -1.063161e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -10631619.000000 Penalty: 5571.029785
	Iteration 26Q: 3 clusters Score -1.063162e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -10631639.000000 Penalty: 5571.029785
	Iteration 27Q: 3 clusters Score -1.063164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -10631658.000000 Penalty: 5571.029785
	Iteration 28Q: 3 clusters Score -1.063166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -10631670.000000 Penalty: 5571.029785
	Iteration 29Q: 3 clusters Score -1.063167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 73801 members 
Entering Unmasked Estep 
Score: -10631664.000000 Penalty: 5571.029785
	Iteration 30Q: 3 clusters Score -1.063166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -10631681.000000 Penalty: 5571.029785
	Iteration 31Q: 3 clusters Score -1.063168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -10631672.000000 Penalty: 5571.029785
	Iteration 32Q: 3 clusters Score -1.063167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -10631675.000000 Penalty: 5571.029785
	Iteration 33Q: 3 clusters Score -1.063168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -10631673.000000 Penalty: 5571.029785
	Iteration 34Q: 3 clusters Score -1.063167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -10631682.000000 Penalty: 5571.029785
	Iteration 35Q: 3 clusters Score -1.063168e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 73851 members 
Entering Unmasked Estep 
Score: -10631696.000000 Penalty: 5571.029785
	Iteration 36Q: 3 clusters Score -1.06317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -10631698.000000 Penalty: 5571.029785
	Iteration 37Q: 3 clusters Score -1.06317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 73882 members 
Entering Unmasked Estep 
Score: -10631698.000000 Penalty: 5571.029785
	Iteration 38Q: 3 clusters Score -1.06317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -10631703.000000 Penalty: 5571.029785
	Iteration 39Q: 3 clusters Score -1.06317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -10631715.000000 Penalty: 5571.029785
	Iteration 40F: 3 clusters Score -1.063172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -10631709.000000 Penalty: 5571.029785
	Iteration 41Q: 3 clusters Score -1.063171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -10631718.000000 Penalty: 5571.029785
	Iteration 42Q: 3 clusters Score -1.063172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -10631713.000000 Penalty: 5571.029785
	Iteration 43Q: 3 clusters Score -1.063171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -10631722.000000 Penalty: 5571.029785
	Iteration 44Q: 3 clusters Score -1.063172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -10631722.000000 Penalty: 5571.029785
	Iteration 45F: 3 clusters Score -1.063172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -783808.250000 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -783808.2 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 2734 members 
Entering Unmasked Estep 
Score: -779021.500000 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -779021.5 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -780279.437500 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -780279.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -780679.937500 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -780679.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -781113.375000 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -781113.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -781777.750000 Penalty: 4263.618164
	Iteration 4F: 3 clusters Score -781777.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -782726.500000 Penalty: 4263.618164
	Iteration 5F: 3 clusters Score -782726.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -783499.812500 Penalty: 4263.618164
	Iteration 6F: 3 clusters Score -783499.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -783857.375000 Penalty: 4263.618164
	Iteration 7F: 3 clusters Score -783857.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -783985.562500 Penalty: 4263.618164
	Iteration 8Q: 3 clusters Score -783985.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -784023.687500 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -784023.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -784039.125000 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -784039.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -784047.312500 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -784047.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -784049.000000 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -784049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -784051.312500 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -784051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -784052.000000 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -784052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -784051.687500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -784051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -784052.562500 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -784052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -784052.562500 Penalty: 4263.618164
	Iteration 17F: 3 clusters Score -784052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80549 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75502 members 
Mstep: Class 14 contains 1524 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88155 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 12762 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93663 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 29681 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 17142 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5294 members 
Mstep: Class 48 contains 29282 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066520.000000 Penalty: 168590.921875
Splitting cluster 14 changes total score from -115067664.000000 to -115066520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Entering Unmasked Estep 
Score: -90798.679688 Penalty: 1606.289185
	Iteration 0F: 2 clusters Score -90798.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89234.843750 Penalty: 3212.578369
	Iteration 0F: 3 clusters Score -89234.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89471.117188 Penalty: 3212.578369
	Iteration 1F: 3 clusters Score -89471.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89569.921875 Penalty: 3212.578369
	Iteration 2F: 3 clusters Score -89569.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89750.031250 Penalty: 3212.578369
	Iteration 3F: 3 clusters Score -89750.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -89927.132812 Penalty: 3212.578369
	Iteration 4F: 3 clusters Score -89927.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -90099.539062 Penalty: 3212.578369
	Iteration 5F: 3 clusters Score -90099.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -90174.554688 Penalty: 3212.578369
	Iteration 6Q: 3 clusters Score -90174.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -90244.023438 Penalty: 3212.578369
	Iteration 7Q: 3 clusters Score -90244.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -90265.281250 Penalty: 3212.578369
	Iteration 8Q: 3 clusters Score -90265.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -90282.015625 Penalty: 3212.578369
	Iteration 9Q: 3 clusters Score -90282.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -90290.437500 Penalty: 3212.578369
	Iteration 10Q: 3 clusters Score -90290.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -90294.156250 Penalty: 3212.578369
	Iteration 11Q: 3 clusters Score -90294.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -90303.828125 Penalty: 3212.578369
	Iteration 12Q: 3 clusters Score -90303.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -90314.468750 Penalty: 3212.578369
	Iteration 13Q: 3 clusters Score -90314.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -90366.078125 Penalty: 3212.578369
	Iteration 14Q: 3 clusters Score -90366.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -90377.625000 Penalty: 3212.578369
	Iteration 15Q: 3 clusters Score -90377.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -90377.625000 Penalty: 3212.578369
	Iteration 16F: 3 clusters Score -90377.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88155 members 
Entering Unmasked Estep 
Score: -13062428.000000 Penalty: 2823.939453
	Iteration 0F: 2 clusters Score -1.306243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -13003434.000000 Penalty: 5647.878906
	Iteration 0F: 3 clusters Score -1.300343e+07 nChanged 41478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -13027676.000000 Penalty: 5647.878906
	Iteration 1F: 3 clusters Score -1.302768e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -13028756.000000 Penalty: 5647.878906
	Iteration 2Q: 3 clusters Score -1.302876e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -13030138.000000 Penalty: 5647.878906
	Iteration 3Q: 3 clusters Score -1.303014e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -13031866.000000 Penalty: 5647.878906
	Iteration 4Q: 3 clusters Score -1.303187e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -13034071.000000 Penalty: 5647.878906
	Iteration 5F: 3 clusters Score -1.303407e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -13036846.000000 Penalty: 5647.878906
	Iteration 6F: 3 clusters Score -1.303685e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -13040274.000000 Penalty: 5647.878906
	Iteration 7F: 3 clusters Score -1.304027e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -13043992.000000 Penalty: 5647.878906
	Iteration 8F: 3 clusters Score -1.304399e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -13047516.000000 Penalty: 5647.878906
	Iteration 9F: 3 clusters Score -1.304752e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -13050359.000000 Penalty: 5647.878906
	Iteration 10Q: 3 clusters Score -1.305036e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 72055 members 
Entering Unmasked Estep 
Score: -13052505.000000 Penalty: 5647.878906
	Iteration 11Q: 3 clusters Score -1.30525e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -13053825.000000 Penalty: 5647.878906
	Iteration 12Q: 3 clusters Score -1.305382e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -13054824.000000 Penalty: 5647.878906
	Iteration 13Q: 3 clusters Score -1.305482e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -13055648.000000 Penalty: 5647.878906
	Iteration 14Q: 3 clusters Score -1.305565e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 77319 members 
Entering Unmasked Estep 
Score: -13056377.000000 Penalty: 5647.878906
	Iteration 15Q: 3 clusters Score -1.305638e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
Score: -13057005.000000 Penalty: 5647.878906
	Iteration 16Q: 3 clusters Score -1.3057e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -13057604.000000 Penalty: 5647.878906
	Iteration 17Q: 3 clusters Score -1.30576e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 80174 members 
Entering Unmasked Estep 
Score: -13058191.000000 Penalty: 5647.878906
	Iteration 18Q: 3 clusters Score -1.305819e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -13058786.000000 Penalty: 5647.878906
	Iteration 19Q: 3 clusters Score -1.305879e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -13059167.000000 Penalty: 5647.878906
	Iteration 20F: 3 clusters Score -1.305917e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 82217 members 
Entering Unmasked Estep 
Score: -13059619.000000 Penalty: 5647.878906
	Iteration 21Q: 3 clusters Score -1.305962e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 82708 members 
Entering Unmasked Estep 
Score: -13059906.000000 Penalty: 5647.878906
	Iteration 22Q: 3 clusters Score -1.305991e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -13060165.000000 Penalty: 5647.878906
	Iteration 23Q: 3 clusters Score -1.306016e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -13060404.000000 Penalty: 5647.878906
	Iteration 24Q: 3 clusters Score -1.30604e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 83778 members 
Entering Unmasked Estep 
Score: -13060610.000000 Penalty: 5647.878906
	Iteration 25Q: 3 clusters Score -1.306061e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -13060777.000000 Penalty: 5647.878906
	Iteration 26Q: 3 clusters Score -1.306078e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 84234 members 
Entering Unmasked Estep 
Score: -13060870.000000 Penalty: 5647.878906
	Iteration 27Q: 3 clusters Score -1.306087e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -13060996.000000 Penalty: 5647.878906
	Iteration 28Q: 3 clusters Score -1.3061e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 84541 members 
Entering Unmasked Estep 
Score: -13061076.000000 Penalty: 5647.878906
	Iteration 29Q: 3 clusters Score -1.306108e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -13061122.000000 Penalty: 5647.878906
	Iteration 30Q: 3 clusters Score -1.306112e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -13061167.000000 Penalty: 5647.878906
	Iteration 31Q: 3 clusters Score -1.306117e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 84797 members 
Entering Unmasked Estep 
Score: -13061195.000000 Penalty: 5647.878906
	Iteration 32Q: 3 clusters Score -1.30612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -13061200.000000 Penalty: 5647.878906
	Iteration 33Q: 3 clusters Score -1.30612e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 84913 members 
Entering Unmasked Estep 
Score: -13061221.000000 Penalty: 5647.878906
	Iteration 34Q: 3 clusters Score -1.306122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -13061230.000000 Penalty: 5647.878906
	Iteration 35Q: 3 clusters Score -1.306123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -13061248.000000 Penalty: 5647.878906
	Iteration 36Q: 3 clusters Score -1.306125e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -13061263.000000 Penalty: 5647.878906
	Iteration 37Q: 3 clusters Score -1.306126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -13061268.000000 Penalty: 5647.878906
	Iteration 38Q: 3 clusters Score -1.306127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -13061281.000000 Penalty: 5647.878906
	Iteration 39Q: 3 clusters Score -1.306128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -13061290.000000 Penalty: 5647.878906
	Iteration 40F: 3 clusters Score -1.306129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -13061296.000000 Penalty: 5647.878906
	Iteration 41Q: 3 clusters Score -1.30613e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 85130 members 
Entering Unmasked Estep 
Score: -13061320.000000 Penalty: 5647.878906
	Iteration 42Q: 3 clusters Score -1.306132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -13061323.000000 Penalty: 5647.878906
	Iteration 43Q: 3 clusters Score -1.306132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -13061330.000000 Penalty: 5647.878906
	Iteration 44Q: 3 clusters Score -1.306133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 85204 members 
Entering Unmasked Estep 
Score: -13061326.000000 Penalty: 5647.878906
	Iteration 45Q: 3 clusters Score -1.306133e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -13061345.000000 Penalty: 5647.878906
	Iteration 46Q: 3 clusters Score -1.306134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 85257 members 
Entering Unmasked Estep 
Score: -13061348.000000 Penalty: 5647.878906
	Iteration 47Q: 3 clusters Score -1.306135e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -13061337.000000 Penalty: 5647.878906
	Iteration 48Q: 3 clusters Score -1.306134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -13061344.000000 Penalty: 5647.878906
	Iteration 49Q: 3 clusters Score -1.306134e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -13061354.000000 Penalty: 5647.878906
	Iteration 50Q: 3 clusters Score -1.306135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -13061339.000000 Penalty: 5647.878906
	Iteration 51Q: 3 clusters Score -1.306134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -13061337.000000 Penalty: 5647.878906
	Iteration 52Q: 3 clusters Score -1.306134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 85355 members 
Entering Unmasked Estep 
Score: -13061347.000000 Penalty: 5647.878906
	Iteration 53Q: 3 clusters Score -1.306135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 85367 members 
Entering Unmasked Estep 
Score: -13061342.000000 Penalty: 5647.878906
	Iteration 54Q: 3 clusters Score -1.306134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 85383 members 
Entering Unmasked Estep 
Score: -13061336.000000 Penalty: 5647.878906
	Iteration 55Q: 3 clusters Score -1.306134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -13061337.000000 Penalty: 5647.878906
	Iteration 56Q: 3 clusters Score -1.306134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -13061364.000000 Penalty: 5647.878906
	Iteration 57Q: 3 clusters Score -1.306136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -13061374.000000 Penalty: 5647.878906
	Iteration 58Q: 3 clusters Score -1.306137e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 85437 members 
Entering Unmasked Estep 
Score: -13061374.000000 Penalty: 5647.878906
	Iteration 59Q: 3 clusters Score -1.306137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 85444 members 
Entering Unmasked Estep 
Score: -13061387.000000 Penalty: 5647.878906
	Iteration 60F: 3 clusters Score -1.306139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -13061379.000000 Penalty: 5647.878906
	Iteration 61Q: 3 clusters Score -1.306138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -13061389.000000 Penalty: 5647.878906
	Iteration 62Q: 3 clusters Score -1.306139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -13061393.000000 Penalty: 5647.878906
	Iteration 63Q: 3 clusters Score -1.306139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -13061395.000000 Penalty: 5647.878906
	Iteration 64Q: 3 clusters Score -1.30614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -13061402.000000 Penalty: 5647.878906
	Iteration 65Q: 3 clusters Score -1.30614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -13061382.000000 Penalty: 5647.878906
	Iteration 66Q: 3 clusters Score -1.306138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -13061393.000000 Penalty: 5647.878906
	Iteration 67Q: 3 clusters Score -1.306139e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -13061404.000000 Penalty: 5647.878906
	Iteration 68Q: 3 clusters Score -1.30614e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -13061412.000000 Penalty: 5647.878906
	Iteration 69Q: 3 clusters Score -1.306141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -13061429.000000 Penalty: 5647.878906
	Iteration 70Q: 3 clusters Score -1.306143e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -13061438.000000 Penalty: 5647.878906
	Iteration 71Q: 3 clusters Score -1.306144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -13061445.000000 Penalty: 5647.878906
	Iteration 72Q: 3 clusters Score -1.306144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -13061449.000000 Penalty: 5647.878906
	Iteration 73Q: 3 clusters Score -1.306145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -13061449.000000 Penalty: 5647.878906
	Iteration 74Q: 3 clusters Score -1.306145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -13061438.000000 Penalty: 5647.878906
	Iteration 75Q: 3 clusters Score -1.306144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 85534 members 
Entering Unmasked Estep 
Score: -13061450.000000 Penalty: 5647.878906
	Iteration 76Q: 3 clusters Score -1.306145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -13061460.000000 Penalty: 5647.878906
	Iteration 77Q: 3 clusters Score -1.306146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -13061451.000000 Penalty: 5647.878906
	Iteration 78Q: 3 clusters Score -1.306145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -13061469.000000 Penalty: 5647.878906
	Iteration 79Q: 3 clusters Score -1.306147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 85527 members 
Entering Unmasked Estep 
Score: -13061466.000000 Penalty: 5647.878906
	Iteration 80F: 3 clusters Score -1.306147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -13061476.000000 Penalty: 5647.878906
	Iteration 81Q: 3 clusters Score -1.306148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -13061472.000000 Penalty: 5647.878906
	Iteration 82Q: 3 clusters Score -1.306147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -13061465.000000 Penalty: 5647.878906
	Iteration 83Q: 3 clusters Score -1.306146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 85531 members 
Entering Unmasked Estep 
Score: -13061459.000000 Penalty: 5647.878906
	Iteration 84Q: 3 clusters Score -1.306146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -13061462.000000 Penalty: 5647.878906
	Iteration 85Q: 3 clusters Score -1.306146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 85532 members 
Entering Unmasked Estep 
Score: -13061462.000000 Penalty: 5647.878906
	Iteration 86Q: 3 clusters Score -1.306146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 85533 members 
Entering Unmasked Estep 
Score: -13061465.000000 Penalty: 5647.878906
	Iteration 87Q: 3 clusters Score -1.306146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -13061444.000000 Penalty: 5647.878906
	Iteration 88Q: 3 clusters Score -1.306144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -13061448.000000 Penalty: 5647.878906
	Iteration 89Q: 3 clusters Score -1.306145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 85519 members 
Entering Unmasked Estep 
Score: -13061437.000000 Penalty: 5647.878906
	Iteration 90Q: 3 clusters Score -1.306144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -13061443.000000 Penalty: 5647.878906
	Iteration 91Q: 3 clusters Score -1.306144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -13061447.000000 Penalty: 5647.878906
	Iteration 92Q: 3 clusters Score -1.306145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -13061447.000000 Penalty: 5647.878906
	Iteration 93Q: 3 clusters Score -1.306145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -13061447.000000 Penalty: 5647.878906
	Iteration 94Q: 3 clusters Score -1.306145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -13061460.000000 Penalty: 5647.878906
	Iteration 95Q: 3 clusters Score -1.306146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -13061462.000000 Penalty: 5647.878906
	Iteration 96Q: 3 clusters Score -1.306146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -13061459.000000 Penalty: 5647.878906
	Iteration 97Q: 3 clusters Score -1.306146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -13061459.000000 Penalty: 5647.878906
	Iteration 98F: 3 clusters Score -1.306146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -1729190.375000 Penalty: 2322.400879
	Iteration 0F: 2 clusters Score -1729190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1720520.500000 Penalty: 4644.801758
	Iteration 0F: 3 clusters Score -1720520 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1723066.250000 Penalty: 4644.801758
	Iteration 1F: 3 clusters Score -1723066 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1723453.250000 Penalty: 4644.801758
	Iteration 2F: 3 clusters Score -1723453 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1723756.375000 Penalty: 4644.801758
	Iteration 3F: 3 clusters Score -1723756 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1724018.750000 Penalty: 4644.801758
	Iteration 4Q: 3 clusters Score -1724019 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1724250.625000 Penalty: 4644.801758
	Iteration 5Q: 3 clusters Score -1724251 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1724458.125000 Penalty: 4644.801758
	Iteration 6Q: 3 clusters Score -1724458 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1724648.250000 Penalty: 4644.801758
	Iteration 7Q: 3 clusters Score -1724648 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1724811.750000 Penalty: 4644.801758
	Iteration 8Q: 3 clusters Score -1724812 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1724945.125000 Penalty: 4644.801758
	Iteration 9Q: 3 clusters Score -1724945 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1725089.625000 Penalty: 4644.801758
	Iteration 10Q: 3 clusters Score -1725090 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1725214.625000 Penalty: 4644.801758
	Iteration 11Q: 3 clusters Score -1725215 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1725317.125000 Penalty: 4644.801758
	Iteration 12Q: 3 clusters Score -1725317 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1725394.500000 Penalty: 4644.801758
	Iteration 13Q: 3 clusters Score -1725394 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1725463.250000 Penalty: 4644.801758
	Iteration 14Q: 3 clusters Score -1725463 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1725522.500000 Penalty: 4644.801758
	Iteration 15Q: 3 clusters Score -1725522 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1725575.375000 Penalty: 4644.801758
	Iteration 16Q: 3 clusters Score -1725575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1725608.000000 Penalty: 4644.801758
	Iteration 17Q: 3 clusters Score -1725608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1725642.375000 Penalty: 4644.801758
	Iteration 18Q: 3 clusters Score -1725642 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1725678.000000 Penalty: 4644.801758
	Iteration 19Q: 3 clusters Score -1725678 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1725711.875000 Penalty: 4644.801758
	Iteration 20F: 3 clusters Score -1725712 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1725742.750000 Penalty: 4644.801758
	Iteration 21Q: 3 clusters Score -1725743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1725762.375000 Penalty: 4644.801758
	Iteration 22Q: 3 clusters Score -1725762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1725796.000000 Penalty: 4644.801758
	Iteration 23Q: 3 clusters Score -1725796 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1725823.625000 Penalty: 4644.801758
	Iteration 24Q: 3 clusters Score -1725824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1725859.875000 Penalty: 4644.801758
	Iteration 25Q: 3 clusters Score -1725860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1725885.625000 Penalty: 4644.801758
	Iteration 26Q: 3 clusters Score -1725886 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1725924.375000 Penalty: 4644.801758
	Iteration 27Q: 3 clusters Score -1725924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1725966.500000 Penalty: 4644.801758
	Iteration 28Q: 3 clusters Score -1725966 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1726015.500000 Penalty: 4644.801758
	Iteration 29Q: 3 clusters Score -1726016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1726063.625000 Penalty: 4644.801758
	Iteration 30Q: 3 clusters Score -1726064 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1726104.750000 Penalty: 4644.801758
	Iteration 31Q: 3 clusters Score -1726105 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1726166.500000 Penalty: 4644.801758
	Iteration 32Q: 3 clusters Score -1726166 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1726227.250000 Penalty: 4644.801758
	Iteration 33Q: 3 clusters Score -1726227 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1726287.750000 Penalty: 4644.801758
	Iteration 34Q: 3 clusters Score -1726288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1726332.250000 Penalty: 4644.801758
	Iteration 35Q: 3 clusters Score -1726332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1726384.375000 Penalty: 4644.801758
	Iteration 36Q: 3 clusters Score -1726384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1726453.750000 Penalty: 4644.801758
	Iteration 37Q: 3 clusters Score -1726454 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1726526.000000 Penalty: 4644.801758
	Iteration 38Q: 3 clusters Score -1726526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1726578.000000 Penalty: 4644.801758
	Iteration 39Q: 3 clusters Score -1726578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1726626.500000 Penalty: 4644.801758
	Iteration 40F: 3 clusters Score -1726626 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1726680.500000 Penalty: 4644.801758
	Iteration 41Q: 3 clusters Score -1726680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1726746.500000 Penalty: 4644.801758
	Iteration 42Q: 3 clusters Score -1726746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1726807.875000 Penalty: 4644.801758
	Iteration 43Q: 3 clusters Score -1726808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1726843.375000 Penalty: 4644.801758
	Iteration 44Q: 3 clusters Score -1726843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1726882.500000 Penalty: 4644.801758
	Iteration 45Q: 3 clusters Score -1726882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1726921.375000 Penalty: 4644.801758
	Iteration 46Q: 3 clusters Score -1726921 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1726943.000000 Penalty: 4644.801758
	Iteration 47Q: 3 clusters Score -1726943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1726959.125000 Penalty: 4644.801758
	Iteration 48Q: 3 clusters Score -1726959 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1726985.250000 Penalty: 4644.801758
	Iteration 49Q: 3 clusters Score -1726985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1727011.750000 Penalty: 4644.801758
	Iteration 50Q: 3 clusters Score -1727012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1727023.750000 Penalty: 4644.801758
	Iteration 51Q: 3 clusters Score -1727024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1727040.250000 Penalty: 4644.801758
	Iteration 52Q: 3 clusters Score -1727040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1727043.250000 Penalty: 4644.801758
	Iteration 53Q: 3 clusters Score -1727043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1727057.750000 Penalty: 4644.801758
	Iteration 54Q: 3 clusters Score -1727058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1727062.750000 Penalty: 4644.801758
	Iteration 55Q: 3 clusters Score -1727063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1727069.500000 Penalty: 4644.801758
	Iteration 56Q: 3 clusters Score -1727070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1727076.125000 Penalty: 4644.801758
	Iteration 57Q: 3 clusters Score -1727076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1727079.250000 Penalty: 4644.801758
	Iteration 58Q: 3 clusters Score -1727079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1727087.750000 Penalty: 4644.801758
	Iteration 59Q: 3 clusters Score -1727088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1727094.625000 Penalty: 4644.801758
	Iteration 60F: 3 clusters Score -1727095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1727097.000000 Penalty: 4644.801758
	Iteration 61Q: 3 clusters Score -1727097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1727100.750000 Penalty: 4644.801758
	Iteration 62Q: 3 clusters Score -1727101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1727101.500000 Penalty: 4644.801758
	Iteration 63Q: 3 clusters Score -1727102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1727105.750000 Penalty: 4644.801758
	Iteration 64Q: 3 clusters Score -1727106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1727106.125000 Penalty: 4644.801758
	Iteration 65Q: 3 clusters Score -1727106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1727105.000000 Penalty: 4644.801758
	Iteration 66Q: 3 clusters Score -1727105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1727104.500000 Penalty: 4644.801758
	Iteration 67Q: 3 clusters Score -1727104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1727110.125000 Penalty: 4644.801758
	Iteration 68Q: 3 clusters Score -1727110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1727114.375000 Penalty: 4644.801758
	Iteration 69Q: 3 clusters Score -1727114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1727116.250000 Penalty: 4644.801758
	Iteration 70Q: 3 clusters Score -1727116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1727118.500000 Penalty: 4644.801758
	Iteration 71Q: 3 clusters Score -1727118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -1727122.000000 Penalty: 4644.801758
	Iteration 72Q: 3 clusters Score -1727122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1727122.500000 Penalty: 4644.801758
	Iteration 73Q: 3 clusters Score -1727122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1727126.000000 Penalty: 4644.801758
	Iteration 74Q: 3 clusters Score -1727126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1727126.875000 Penalty: 4644.801758
	Iteration 75Q: 3 clusters Score -1727127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1727129.500000 Penalty: 4644.801758
	Iteration 76Q: 3 clusters Score -1727130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1727129.500000 Penalty: 4644.801758
	Iteration 77F: 3 clusters Score -1727130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -324198.562500 Penalty: 1930.652588
	Iteration 0F: 2 clusters Score -324198.6 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 1208 members 
Entering Unmasked Estep 
Score: -321389.500000 Penalty: 3861.305176
	Iteration 0F: 3 clusters Score -321389.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -322067.187500 Penalty: 3861.305176
	Iteration 1F: 3 clusters Score -322067.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -322313.562500 Penalty: 3861.305176
	Iteration 2F: 3 clusters Score -322313.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -322502.343750 Penalty: 3861.305176
	Iteration 3F: 3 clusters Score -322502.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -322639.875000 Penalty: 3861.305176
	Iteration 4F: 3 clusters Score -322639.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -322729.687500 Penalty: 3861.305176
	Iteration 5Q: 3 clusters Score -322729.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -322800.406250 Penalty: 3861.305176
	Iteration 6Q: 3 clusters Score -322800.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -322872.343750 Penalty: 3861.305176
	Iteration 7Q: 3 clusters Score -322872.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -322939.687500 Penalty: 3861.305176
	Iteration 8Q: 3 clusters Score -322939.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -323009.718750 Penalty: 3861.305176
	Iteration 9Q: 3 clusters Score -323009.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -323069.875000 Penalty: 3861.305176
	Iteration 10Q: 3 clusters Score -323069.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -323121.906250 Penalty: 3861.305176
	Iteration 11Q: 3 clusters Score -323121.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -323163.750000 Penalty: 3861.305176
	Iteration 12Q: 3 clusters Score -323163.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -323201.968750 Penalty: 3861.305176
	Iteration 13Q: 3 clusters Score -323202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -323226.750000 Penalty: 3861.305176
	Iteration 14Q: 3 clusters Score -323226.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -323247.781250 Penalty: 3861.305176
	Iteration 15Q: 3 clusters Score -323247.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -323265.156250 Penalty: 3861.305176
	Iteration 16Q: 3 clusters Score -323265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -323287.625000 Penalty: 3861.305176
	Iteration 17Q: 3 clusters Score -323287.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -323315.343750 Penalty: 3861.305176
	Iteration 18Q: 3 clusters Score -323315.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -323344.500000 Penalty: 3861.305176
	Iteration 19Q: 3 clusters Score -323344.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -323393.718750 Penalty: 3861.305176
	Iteration 20F: 3 clusters Score -323393.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -323460.406250 Penalty: 3861.305176
	Iteration 21Q: 3 clusters Score -323460.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323507.468750 Penalty: 3861.305176
	Iteration 22Q: 3 clusters Score -323507.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -323543.375000 Penalty: 3861.305176
	Iteration 23Q: 3 clusters Score -323543.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -323568.062500 Penalty: 3861.305176
	Iteration 24Q: 3 clusters Score -323568.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -323589.250000 Penalty: 3861.305176
	Iteration 25Q: 3 clusters Score -323589.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -323617.531250 Penalty: 3861.305176
	Iteration 26Q: 3 clusters Score -323617.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -323639.156250 Penalty: 3861.305176
	Iteration 27Q: 3 clusters Score -323639.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -323656.062500 Penalty: 3861.305176
	Iteration 28Q: 3 clusters Score -323656.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -323671.906250 Penalty: 3861.305176
	Iteration 29Q: 3 clusters Score -323671.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -323678.156250 Penalty: 3861.305176
	Iteration 30Q: 3 clusters Score -323678.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -323682.156250 Penalty: 3861.305176
	Iteration 31Q: 3 clusters Score -323682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -323683.406250 Penalty: 3861.305176
	Iteration 32Q: 3 clusters Score -323683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323683.562500 Penalty: 3861.305176
	Iteration 33Q: 3 clusters Score -323683.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323685.437500 Penalty: 3861.305176
	Iteration 34Q: 3 clusters Score -323685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -323686.125000 Penalty: 3861.305176
	Iteration 35Q: 3 clusters Score -323686.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -323687.687500 Penalty: 3861.305176
	Iteration 36F: 3 clusters Score -323687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323694.625000 Penalty: 3861.305176
	Iteration 37Q: 3 clusters Score -323694.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323701.906250 Penalty: 3861.305176
	Iteration 38Q: 3 clusters Score -323701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -323708.468750 Penalty: 3861.305176
	Iteration 39Q: 3 clusters Score -323708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323712.000000 Penalty: 3861.305176
	Iteration 40F: 3 clusters Score -323712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -323714.343750 Penalty: 3861.305176
	Iteration 41Q: 3 clusters Score -323714.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -323723.218750 Penalty: 3861.305176
	Iteration 42Q: 3 clusters Score -323723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -323728.031250 Penalty: 3861.305176
	Iteration 43Q: 3 clusters Score -323728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -323736.125000 Penalty: 3861.305176
	Iteration 44Q: 3 clusters Score -323736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -323743.125000 Penalty: 3861.305176
	Iteration 45Q: 3 clusters Score -323743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323746.843750 Penalty: 3861.305176
	Iteration 46Q: 3 clusters Score -323746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -323748.218750 Penalty: 3861.305176
	Iteration 47Q: 3 clusters Score -323748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323748.500000 Penalty: 3861.305176
	Iteration 48Q: 3 clusters Score -323748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -323748.500000 Penalty: 3861.305176
	Iteration 49F: 3 clusters Score -323748.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Entering Unmasked Estep 
Score: -1989906.375000 Penalty: 2357.504150
	Iteration 0F: 2 clusters Score -1989906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1980129.125000 Penalty: 4715.008301
	Iteration 0F: 3 clusters Score -1980129 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1983290.000000 Penalty: 4715.008301
	Iteration 1F: 3 clusters Score -1983290 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1983775.750000 Penalty: 4715.008301
	Iteration 2F: 3 clusters Score -1983776 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1984198.125000 Penalty: 4715.008301
	Iteration 3F: 3 clusters Score -1984198 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1984595.750000 Penalty: 4715.008301
	Iteration 4F: 3 clusters Score -1984596 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1984972.625000 Penalty: 4715.008301
	Iteration 5F: 3 clusters Score -1984973 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1985297.000000 Penalty: 4715.008301
	Iteration 6Q: 3 clusters Score -1985297 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1985572.000000 Penalty: 4715.008301
	Iteration 7Q: 3 clusters Score -1985572 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1985802.375000 Penalty: 4715.008301
	Iteration 8Q: 3 clusters Score -1985802 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1985972.250000 Penalty: 4715.008301
	Iteration 9Q: 3 clusters Score -1985972 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1986096.500000 Penalty: 4715.008301
	Iteration 10Q: 3 clusters Score -1986096 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1986199.375000 Penalty: 4715.008301
	Iteration 11Q: 3 clusters Score -1986199 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1986281.500000 Penalty: 4715.008301
	Iteration 12Q: 3 clusters Score -1986282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1986364.375000 Penalty: 4715.008301
	Iteration 13Q: 3 clusters Score -1986364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1986421.375000 Penalty: 4715.008301
	Iteration 14Q: 3 clusters Score -1986421 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1986474.500000 Penalty: 4715.008301
	Iteration 15Q: 3 clusters Score -1986474 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1986526.500000 Penalty: 4715.008301
	Iteration 16Q: 3 clusters Score -1986526 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1986597.125000 Penalty: 4715.008301
	Iteration 17Q: 3 clusters Score -1986597 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1986656.375000 Penalty: 4715.008301
	Iteration 18Q: 3 clusters Score -1986656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1986714.250000 Penalty: 4715.008301
	Iteration 19Q: 3 clusters Score -1986714 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1986808.000000 Penalty: 4715.008301
	Iteration 20F: 3 clusters Score -1986808 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1986922.500000 Penalty: 4715.008301
	Iteration 21Q: 3 clusters Score -1986922 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1987059.250000 Penalty: 4715.008301
	Iteration 22Q: 3 clusters Score -1987059 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1987219.125000 Penalty: 4715.008301
	Iteration 23Q: 3 clusters Score -1987219 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1987351.375000 Penalty: 4715.008301
	Iteration 24Q: 3 clusters Score -1987351 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1987473.250000 Penalty: 4715.008301
	Iteration 25Q: 3 clusters Score -1987473 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1987553.625000 Penalty: 4715.008301
	Iteration 26Q: 3 clusters Score -1987554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1987616.750000 Penalty: 4715.008301
	Iteration 27Q: 3 clusters Score -1987617 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1987659.375000 Penalty: 4715.008301
	Iteration 28Q: 3 clusters Score -1987659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1987678.875000 Penalty: 4715.008301
	Iteration 29Q: 3 clusters Score -1987679 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1987703.000000 Penalty: 4715.008301
	Iteration 30Q: 3 clusters Score -1987703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1987718.750000 Penalty: 4715.008301
	Iteration 31Q: 3 clusters Score -1987719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1987736.625000 Penalty: 4715.008301
	Iteration 32Q: 3 clusters Score -1987737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1987747.750000 Penalty: 4715.008301
	Iteration 33Q: 3 clusters Score -1987748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1987754.500000 Penalty: 4715.008301
	Iteration 34Q: 3 clusters Score -1987754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1987762.750000 Penalty: 4715.008301
	Iteration 35Q: 3 clusters Score -1987763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1987783.375000 Penalty: 4715.008301
	Iteration 36Q: 3 clusters Score -1987783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1987791.375000 Penalty: 4715.008301
	Iteration 37Q: 3 clusters Score -1987791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1987801.875000 Penalty: 4715.008301
	Iteration 38Q: 3 clusters Score -1987802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1987821.375000 Penalty: 4715.008301
	Iteration 39Q: 3 clusters Score -1987821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1987841.125000 Penalty: 4715.008301
	Iteration 40F: 3 clusters Score -1987841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1987868.625000 Penalty: 4715.008301
	Iteration 41Q: 3 clusters Score -1987869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1987880.750000 Penalty: 4715.008301
	Iteration 42Q: 3 clusters Score -1987881 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1987896.000000 Penalty: 4715.008301
	Iteration 43Q: 3 clusters Score -1987896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1987910.625000 Penalty: 4715.008301
	Iteration 44Q: 3 clusters Score -1987911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1987925.375000 Penalty: 4715.008301
	Iteration 45Q: 3 clusters Score -1987925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1987934.875000 Penalty: 4715.008301
	Iteration 46Q: 3 clusters Score -1987935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1987944.500000 Penalty: 4715.008301
	Iteration 47Q: 3 clusters Score -1987944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1987956.250000 Penalty: 4715.008301
	Iteration 48Q: 3 clusters Score -1987956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1987963.250000 Penalty: 4715.008301
	Iteration 49Q: 3 clusters Score -1987963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1987980.750000 Penalty: 4715.008301
	Iteration 50Q: 3 clusters Score -1987981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1987984.875000 Penalty: 4715.008301
	Iteration 51Q: 3 clusters Score -1987985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1987988.500000 Penalty: 4715.008301
	Iteration 52Q: 3 clusters Score -1987988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1987993.375000 Penalty: 4715.008301
	Iteration 53Q: 3 clusters Score -1987993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1987995.875000 Penalty: 4715.008301
	Iteration 54Q: 3 clusters Score -1987996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1988003.000000 Penalty: 4715.008301
	Iteration 55Q: 3 clusters Score -1988003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1988010.750000 Penalty: 4715.008301
	Iteration 56Q: 3 clusters Score -1988011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1988016.750000 Penalty: 4715.008301
	Iteration 57Q: 3 clusters Score -1988017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1988026.125000 Penalty: 4715.008301
	Iteration 58Q: 3 clusters Score -1988026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1988027.375000 Penalty: 4715.008301
	Iteration 59Q: 3 clusters Score -1988027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1988031.000000 Penalty: 4715.008301
	Iteration 60F: 3 clusters Score -1988031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1988032.000000 Penalty: 4715.008301
	Iteration 61Q: 3 clusters Score -1988032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1988039.625000 Penalty: 4715.008301
	Iteration 62Q: 3 clusters Score -1988040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1988045.250000 Penalty: 4715.008301
	Iteration 63Q: 3 clusters Score -1988045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1988052.625000 Penalty: 4715.008301
	Iteration 64Q: 3 clusters Score -1988053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1988058.500000 Penalty: 4715.008301
	Iteration 65Q: 3 clusters Score -1988058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1988060.125000 Penalty: 4715.008301
	Iteration 66Q: 3 clusters Score -1988060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1988062.000000 Penalty: 4715.008301
	Iteration 67Q: 3 clusters Score -1988062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1988063.125000 Penalty: 4715.008301
	Iteration 68Q: 3 clusters Score -1988063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1988069.000000 Penalty: 4715.008301
	Iteration 69Q: 3 clusters Score -1988069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1988069.500000 Penalty: 4715.008301
	Iteration 70Q: 3 clusters Score -1988070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1988072.625000 Penalty: 4715.008301
	Iteration 71Q: 3 clusters Score -1988073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1988073.250000 Penalty: 4715.008301
	Iteration 72Q: 3 clusters Score -1988073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1988076.125000 Penalty: 4715.008301
	Iteration 73Q: 3 clusters Score -1988076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1988075.250000 Penalty: 4715.008301
	Iteration 74Q: 3 clusters Score -1988075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1988075.000000 Penalty: 4715.008301
	Iteration 75Q: 3 clusters Score -1988075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1988075.875000 Penalty: 4715.008301
	Iteration 76Q: 3 clusters Score -1988076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1988077.125000 Penalty: 4715.008301
	Iteration 77Q: 3 clusters Score -1988077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1988076.125000 Penalty: 4715.008301
	Iteration 78Q: 3 clusters Score -1988076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1988076.125000 Penalty: 4715.008301
	Iteration 79F: 3 clusters Score -1988076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -712545.937500 Penalty: 2117.515137
	Iteration 0F: 2 clusters Score -712545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -707937.125000 Penalty: 4235.030273
	Iteration 0F: 3 clusters Score -707937.1 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -709154.062500 Penalty: 4235.030273
	Iteration 1F: 3 clusters Score -709154.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -709429.125000 Penalty: 4235.030273
	Iteration 2F: 3 clusters Score -709429.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -709634.000000 Penalty: 4235.030273
	Iteration 3F: 3 clusters Score -709634 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -709787.000000 Penalty: 4235.030273
	Iteration 4Q: 3 clusters Score -709787 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -709931.000000 Penalty: 4235.030273
	Iteration 5Q: 3 clusters Score -709931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -710066.062500 Penalty: 4235.030273
	Iteration 6Q: 3 clusters Score -710066.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -710193.812500 Penalty: 4235.030273
	Iteration 7Q: 3 clusters Score -710193.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -710320.500000 Penalty: 4235.030273
	Iteration 8Q: 3 clusters Score -710320.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -710414.125000 Penalty: 4235.030273
	Iteration 9Q: 3 clusters Score -710414.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -710534.875000 Penalty: 4235.030273
	Iteration 10Q: 3 clusters Score -710534.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -710654.000000 Penalty: 4235.030273
	Iteration 11Q: 3 clusters Score -710654 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -710753.562500 Penalty: 4235.030273
	Iteration 12Q: 3 clusters Score -710753.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -710827.937500 Penalty: 4235.030273
	Iteration 13Q: 3 clusters Score -710827.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -710901.750000 Penalty: 4235.030273
	Iteration 14Q: 3 clusters Score -710901.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -710961.875000 Penalty: 4235.030273
	Iteration 15Q: 3 clusters Score -710961.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -711002.250000 Penalty: 4235.030273
	Iteration 16Q: 3 clusters Score -711002.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -711032.250000 Penalty: 4235.030273
	Iteration 17Q: 3 clusters Score -711032.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -711058.562500 Penalty: 4235.030273
	Iteration 18Q: 3 clusters Score -711058.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -711074.375000 Penalty: 4235.030273
	Iteration 19Q: 3 clusters Score -711074.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -711085.312500 Penalty: 4235.030273
	Iteration 20F: 3 clusters Score -711085.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -711095.125000 Penalty: 4235.030273
	Iteration 21Q: 3 clusters Score -711095.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -711102.500000 Penalty: 4235.030273
	Iteration 22Q: 3 clusters Score -711102.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -711108.312500 Penalty: 4235.030273
	Iteration 23Q: 3 clusters Score -711108.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -711115.187500 Penalty: 4235.030273
	Iteration 24Q: 3 clusters Score -711115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -711121.562500 Penalty: 4235.030273
	Iteration 25Q: 3 clusters Score -711121.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -711128.687500 Penalty: 4235.030273
	Iteration 26Q: 3 clusters Score -711128.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -711139.062500 Penalty: 4235.030273
	Iteration 27Q: 3 clusters Score -711139.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -711142.687500 Penalty: 4235.030273
	Iteration 28Q: 3 clusters Score -711142.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -711147.687500 Penalty: 4235.030273
	Iteration 29Q: 3 clusters Score -711147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -711154.062500 Penalty: 4235.030273
	Iteration 30Q: 3 clusters Score -711154.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -711160.187500 Penalty: 4235.030273
	Iteration 31Q: 3 clusters Score -711160.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -711163.875000 Penalty: 4235.030273
	Iteration 32Q: 3 clusters Score -711163.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -711168.000000 Penalty: 4235.030273
	Iteration 33Q: 3 clusters Score -711168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -711172.875000 Penalty: 4235.030273
	Iteration 34Q: 3 clusters Score -711172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -711173.437500 Penalty: 4235.030273
	Iteration 35Q: 3 clusters Score -711173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -711173.312500 Penalty: 4235.030273
	Iteration 36Q: 3 clusters Score -711173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -711175.562500 Penalty: 4235.030273
	Iteration 37Q: 3 clusters Score -711175.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -711175.812500 Penalty: 4235.030273
	Iteration 38Q: 3 clusters Score -711175.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -711177.812500 Penalty: 4235.030273
	Iteration 39Q: 3 clusters Score -711177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -711179.125000 Penalty: 4235.030273
	Iteration 40F: 3 clusters Score -711179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -711180.375000 Penalty: 4235.030273
	Iteration 41Q: 3 clusters Score -711180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -711181.187500 Penalty: 4235.030273
	Iteration 42Q: 3 clusters Score -711181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -711181.125000 Penalty: 4235.030273
	Iteration 43Q: 3 clusters Score -711181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -711181.750000 Penalty: 4235.030273
	Iteration 44Q: 3 clusters Score -711181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -711179.937500 Penalty: 4235.030273
	Iteration 45Q: 3 clusters Score -711179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -711182.500000 Penalty: 4235.030273
	Iteration 46Q: 3 clusters Score -711182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -711182.500000 Penalty: 4235.030273
	Iteration 47F: 3 clusters Score -711182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Entering Unmasked Estep 
Score: -1901292.125000 Penalty: 2344.648438
	Iteration 0F: 2 clusters Score -1901292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1891842.625000 Penalty: 4689.296875
	Iteration 0F: 3 clusters Score -1891843 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1894719.375000 Penalty: 4689.296875
	Iteration 1F: 3 clusters Score -1894719 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1895074.000000 Penalty: 4689.296875
	Iteration 2F: 3 clusters Score -1895074 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1895389.125000 Penalty: 4689.296875
	Iteration 3Q: 3 clusters Score -1895389 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1895718.250000 Penalty: 4689.296875
	Iteration 4Q: 3 clusters Score -1895718 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1896049.625000 Penalty: 4689.296875
	Iteration 5Q: 3 clusters Score -1896050 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1896420.500000 Penalty: 4689.296875
	Iteration 6Q: 3 clusters Score -1896420 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1896879.000000 Penalty: 4689.296875
	Iteration 7F: 3 clusters Score -1896879 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1897386.500000 Penalty: 4689.296875
	Iteration 8F: 3 clusters Score -1897386 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1897910.000000 Penalty: 4689.296875
	Iteration 9F: 3 clusters Score -1897910 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1898310.000000 Penalty: 4689.296875
	Iteration 10Q: 3 clusters Score -1898310 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1898601.250000 Penalty: 4689.296875
	Iteration 11Q: 3 clusters Score -1898601 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1898822.500000 Penalty: 4689.296875
	Iteration 12Q: 3 clusters Score -1898822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1898963.625000 Penalty: 4689.296875
	Iteration 13Q: 3 clusters Score -1898964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1899041.500000 Penalty: 4689.296875
	Iteration 14Q: 3 clusters Score -1899042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1899090.500000 Penalty: 4689.296875
	Iteration 15Q: 3 clusters Score -1899090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1899120.125000 Penalty: 4689.296875
	Iteration 16Q: 3 clusters Score -1899120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1899149.000000 Penalty: 4689.296875
	Iteration 17Q: 3 clusters Score -1899149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1899174.500000 Penalty: 4689.296875
	Iteration 18Q: 3 clusters Score -1899174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1899195.875000 Penalty: 4689.296875
	Iteration 19Q: 3 clusters Score -1899196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1899210.375000 Penalty: 4689.296875
	Iteration 20F: 3 clusters Score -1899210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1899229.000000 Penalty: 4689.296875
	Iteration 21Q: 3 clusters Score -1899229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1899246.125000 Penalty: 4689.296875
	Iteration 22Q: 3 clusters Score -1899246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1899259.000000 Penalty: 4689.296875
	Iteration 23Q: 3 clusters Score -1899259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1899268.375000 Penalty: 4689.296875
	Iteration 24Q: 3 clusters Score -1899268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1899272.375000 Penalty: 4689.296875
	Iteration 25Q: 3 clusters Score -1899272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1899273.875000 Penalty: 4689.296875
	Iteration 26Q: 3 clusters Score -1899274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1899275.625000 Penalty: 4689.296875
	Iteration 27Q: 3 clusters Score -1899276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1899279.500000 Penalty: 4689.296875
	Iteration 28Q: 3 clusters Score -1899280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1899279.500000 Penalty: 4689.296875
	Iteration 29F: 3 clusters Score -1899280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Entering Unmasked Estep 
Score: -5483934.000000 Penalty: 2605.752197
	Iteration 0F: 2 clusters Score -5483934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5458949.500000 Penalty: 5211.504395
	Iteration 0F: 3 clusters Score -5458950 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -5468222.000000 Penalty: 5211.504395
	Iteration 1F: 3 clusters Score -5468222 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -5468677.500000 Penalty: 5211.504395
	Iteration 2Q: 3 clusters Score -5468678 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5469077.500000 Penalty: 5211.504395
	Iteration 3Q: 3 clusters Score -5469078 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -5469432.000000 Penalty: 5211.504395
	Iteration 4Q: 3 clusters Score -5469432 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5469884.000000 Penalty: 5211.504395
	Iteration 5Q: 3 clusters Score -5469884 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5470366.000000 Penalty: 5211.504395
	Iteration 6Q: 3 clusters Score -5470366 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5470908.500000 Penalty: 5211.504395
	Iteration 7Q: 3 clusters Score -5470908 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -5471536.500000 Penalty: 5211.504395
	Iteration 8Q: 3 clusters Score -5471536 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5472131.500000 Penalty: 5211.504395
	Iteration 9Q: 3 clusters Score -5472132 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5472819.000000 Penalty: 5211.504395
	Iteration 10Q: 3 clusters Score -5472819 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -5473365.500000 Penalty: 5211.504395
	Iteration 11Q: 3 clusters Score -5473366 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -5473839.000000 Penalty: 5211.504395
	Iteration 12Q: 3 clusters Score -5473839 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5474190.000000 Penalty: 5211.504395
	Iteration 13Q: 3 clusters Score -5474190 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -5474452.000000 Penalty: 5211.504395
	Iteration 14Q: 3 clusters Score -5474452 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -5474721.500000 Penalty: 5211.504395
	Iteration 15Q: 3 clusters Score -5474722 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -5474935.500000 Penalty: 5211.504395
	Iteration 16Q: 3 clusters Score -5474936 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5475204.500000 Penalty: 5211.504395
	Iteration 17Q: 3 clusters Score -5475204 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5475430.500000 Penalty: 5211.504395
	Iteration 18Q: 3 clusters Score -5475430 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -5475669.500000 Penalty: 5211.504395
	Iteration 19Q: 3 clusters Score -5475670 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -5475864.000000 Penalty: 5211.504395
	Iteration 20F: 3 clusters Score -5475864 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -5476041.500000 Penalty: 5211.504395
	Iteration 21Q: 3 clusters Score -5476042 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5476165.000000 Penalty: 5211.504395
	Iteration 22Q: 3 clusters Score -5476165 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5476254.000000 Penalty: 5211.504395
	Iteration 23Q: 3 clusters Score -5476254 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -5476372.500000 Penalty: 5211.504395
	Iteration 24Q: 3 clusters Score -5476372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5476432.000000 Penalty: 5211.504395
	Iteration 25Q: 3 clusters Score -5476432 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5476474.000000 Penalty: 5211.504395
	Iteration 26Q: 3 clusters Score -5476474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5476516.000000 Penalty: 5211.504395
	Iteration 27Q: 3 clusters Score -5476516 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -5476594.500000 Penalty: 5211.504395
	Iteration 28Q: 3 clusters Score -5476594 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -5476673.500000 Penalty: 5211.504395
	Iteration 29Q: 3 clusters Score -5476674 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5476726.500000 Penalty: 5211.504395
	Iteration 30Q: 3 clusters Score -5476726 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -5476764.500000 Penalty: 5211.504395
	Iteration 31Q: 3 clusters Score -5476764 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5476820.000000 Penalty: 5211.504395
	Iteration 32Q: 3 clusters Score -5476820 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -5476876.000000 Penalty: 5211.504395
	Iteration 33Q: 3 clusters Score -5476876 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5476940.000000 Penalty: 5211.504395
	Iteration 34Q: 3 clusters Score -5476940 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -5476971.500000 Penalty: 5211.504395
	Iteration 35Q: 3 clusters Score -5476972 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5477039.000000 Penalty: 5211.504395
	Iteration 36Q: 3 clusters Score -5477039 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -5477080.000000 Penalty: 5211.504395
	Iteration 37Q: 3 clusters Score -5477080 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5477152.000000 Penalty: 5211.504395
	Iteration 38Q: 3 clusters Score -5477152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -5477196.500000 Penalty: 5211.504395
	Iteration 39Q: 3 clusters Score -5477196 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5477273.000000 Penalty: 5211.504395
	Iteration 40F: 3 clusters Score -5477273 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5477345.000000 Penalty: 5211.504395
	Iteration 41Q: 3 clusters Score -5477345 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -5477406.500000 Penalty: 5211.504395
	Iteration 42Q: 3 clusters Score -5477406 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -5477494.500000 Penalty: 5211.504395
	Iteration 43Q: 3 clusters Score -5477494 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -5477561.500000 Penalty: 5211.504395
	Iteration 44Q: 3 clusters Score -5477562 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -5477635.000000 Penalty: 5211.504395
	Iteration 45Q: 3 clusters Score -5477635 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -5477701.000000 Penalty: 5211.504395
	Iteration 46Q: 3 clusters Score -5477701 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -5477841.500000 Penalty: 5211.504395
	Iteration 47Q: 3 clusters Score -5477842 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5477958.500000 Penalty: 5211.504395
	Iteration 48Q: 3 clusters Score -5477958 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5478089.000000 Penalty: 5211.504395
	Iteration 49Q: 3 clusters Score -5478089 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -5478243.000000 Penalty: 5211.504395
	Iteration 50Q: 3 clusters Score -5478243 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5478381.000000 Penalty: 5211.504395
	Iteration 51Q: 3 clusters Score -5478381 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -5478569.000000 Penalty: 5211.504395
	Iteration 52Q: 3 clusters Score -5478569 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5478760.000000 Penalty: 5211.504395
	Iteration 53Q: 3 clusters Score -5478760 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -5478949.500000 Penalty: 5211.504395
	Iteration 54Q: 3 clusters Score -5478950 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5479143.500000 Penalty: 5211.504395
	Iteration 55Q: 3 clusters Score -5479144 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -5479359.500000 Penalty: 5211.504395
	Iteration 56Q: 3 clusters Score -5479360 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -5479558.000000 Penalty: 5211.504395
	Iteration 57Q: 3 clusters Score -5479558 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5479734.500000 Penalty: 5211.504395
	Iteration 58Q: 3 clusters Score -5479734 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -5479912.500000 Penalty: 5211.504395
	Iteration 59Q: 3 clusters Score -5479912 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5480081.500000 Penalty: 5211.504395
	Iteration 60F: 3 clusters Score -5480082 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -5480222.000000 Penalty: 5211.504395
	Iteration 61Q: 3 clusters Score -5480222 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5480343.000000 Penalty: 5211.504395
	Iteration 62Q: 3 clusters Score -5480343 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5480443.500000 Penalty: 5211.504395
	Iteration 63Q: 3 clusters Score -5480444 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5480582.000000 Penalty: 5211.504395
	Iteration 64Q: 3 clusters Score -5480582 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5480706.500000 Penalty: 5211.504395
	Iteration 65Q: 3 clusters Score -5480706 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5480851.000000 Penalty: 5211.504395
	Iteration 66Q: 3 clusters Score -5480851 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -5480954.000000 Penalty: 5211.504395
	Iteration 67Q: 3 clusters Score -5480954 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5481048.500000 Penalty: 5211.504395
	Iteration 68Q: 3 clusters Score -5481048 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -5481153.000000 Penalty: 5211.504395
	Iteration 69Q: 3 clusters Score -5481153 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5481225.500000 Penalty: 5211.504395
	Iteration 70Q: 3 clusters Score -5481226 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5481289.000000 Penalty: 5211.504395
	Iteration 71Q: 3 clusters Score -5481289 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5481336.000000 Penalty: 5211.504395
	Iteration 72Q: 3 clusters Score -5481336 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5481387.500000 Penalty: 5211.504395
	Iteration 73Q: 3 clusters Score -5481388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5481433.500000 Penalty: 5211.504395
	Iteration 74Q: 3 clusters Score -5481434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5481480.500000 Penalty: 5211.504395
	Iteration 75Q: 3 clusters Score -5481480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5481518.000000 Penalty: 5211.504395
	Iteration 76Q: 3 clusters Score -5481518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5481549.000000 Penalty: 5211.504395
	Iteration 77Q: 3 clusters Score -5481549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5481573.500000 Penalty: 5211.504395
	Iteration 78Q: 3 clusters Score -5481574 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5481601.500000 Penalty: 5211.504395
	Iteration 79Q: 3 clusters Score -5481602 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5481621.500000 Penalty: 5211.504395
	Iteration 80F: 3 clusters Score -5481622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5481640.500000 Penalty: 5211.504395
	Iteration 81Q: 3 clusters Score -5481640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5481661.500000 Penalty: 5211.504395
	Iteration 82Q: 3 clusters Score -5481662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5481675.000000 Penalty: 5211.504395
	Iteration 83Q: 3 clusters Score -5481675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5481692.500000 Penalty: 5211.504395
	Iteration 84Q: 3 clusters Score -5481692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5481704.500000 Penalty: 5211.504395
	Iteration 85Q: 3 clusters Score -5481704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5481708.000000 Penalty: 5211.504395
	Iteration 86Q: 3 clusters Score -5481708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5481719.000000 Penalty: 5211.504395
	Iteration 87Q: 3 clusters Score -5481719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5481731.500000 Penalty: 5211.504395
	Iteration 88Q: 3 clusters Score -5481732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5481738.000000 Penalty: 5211.504395
	Iteration 89Q: 3 clusters Score -5481738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5481738.000000 Penalty: 5211.504395
	Iteration 90Q: 3 clusters Score -5481738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5481746.500000 Penalty: 5211.504395
	Iteration 91Q: 3 clusters Score -5481746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5481745.000000 Penalty: 5211.504395
	Iteration 92Q: 3 clusters Score -5481745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5481752.500000 Penalty: 5211.504395
	Iteration 93Q: 3 clusters Score -5481752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5481748.500000 Penalty: 5211.504395
	Iteration 94Q: 3 clusters Score -5481748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5481754.000000 Penalty: 5211.504395
	Iteration 95Q: 3 clusters Score -5481754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5481754.000000 Penalty: 5211.504395
	Iteration 96Q: 3 clusters Score -5481754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5481758.500000 Penalty: 5211.504395
	Iteration 97Q: 3 clusters Score -5481758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5481750.000000 Penalty: 5211.504395
	Iteration 98Q: 3 clusters Score -5481750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5481753.500000 Penalty: 5211.504395
	Iteration 99Q: 3 clusters Score -5481754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5481754.000000 Penalty: 5211.504395
	Iteration 100F: 3 clusters Score -5481754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5481752.000000 Penalty: 5211.504395
	Iteration 101Q: 3 clusters Score -5481752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5481760.500000 Penalty: 5211.504395
	Iteration 102Q: 3 clusters Score -5481760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5481761.000000 Penalty: 5211.504395
	Iteration 103Q: 3 clusters Score -5481761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5481761.000000 Penalty: 5211.504395
	Iteration 104F: 3 clusters Score -5481761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Entering Unmasked Estep 
Score: -14087346.000000 Penalty: 2838.969727
	Iteration 0F: 2 clusters Score -1.408735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -14025044.000000 Penalty: 5677.939453
	Iteration 0F: 3 clusters Score -1.402504e+07 nChanged 44049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -14049707.000000 Penalty: 5677.939453
	Iteration 1F: 3 clusters Score -1.404971e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -14050300.000000 Penalty: 5677.939453
	Iteration 2Q: 3 clusters Score -1.40503e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -14050950.000000 Penalty: 5677.939453
	Iteration 3Q: 3 clusters Score -1.405095e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -14051551.000000 Penalty: 5677.939453
	Iteration 4Q: 3 clusters Score -1.405155e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -14052315.000000 Penalty: 5677.939453
	Iteration 5Q: 3 clusters Score -1.405232e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -14053064.000000 Penalty: 5677.939453
	Iteration 6Q: 3 clusters Score -1.405306e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -14053668.000000 Penalty: 5677.939453
	Iteration 7Q: 3 clusters Score -1.405367e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -14054373.000000 Penalty: 5677.939453
	Iteration 8Q: 3 clusters Score -1.405437e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -14055086.000000 Penalty: 5677.939453
	Iteration 9Q: 3 clusters Score -1.405509e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -14055733.000000 Penalty: 5677.939453
	Iteration 10Q: 3 clusters Score -1.405573e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -14056308.000000 Penalty: 5677.939453
	Iteration 11Q: 3 clusters Score -1.405631e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -14057027.000000 Penalty: 5677.939453
	Iteration 12Q: 3 clusters Score -1.405703e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -14057696.000000 Penalty: 5677.939453
	Iteration 13Q: 3 clusters Score -1.40577e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -14058368.000000 Penalty: 5677.939453
	Iteration 14Q: 3 clusters Score -1.405837e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -14058851.000000 Penalty: 5677.939453
	Iteration 15Q: 3 clusters Score -1.405885e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -14059352.000000 Penalty: 5677.939453
	Iteration 16Q: 3 clusters Score -1.405935e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -14059821.000000 Penalty: 5677.939453
	Iteration 17Q: 3 clusters Score -1.405982e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -14060318.000000 Penalty: 5677.939453
	Iteration 18Q: 3 clusters Score -1.406032e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -14060866.000000 Penalty: 5677.939453
	Iteration 19Q: 3 clusters Score -1.406087e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -14061359.000000 Penalty: 5677.939453
	Iteration 20F: 3 clusters Score -1.406136e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -14061714.000000 Penalty: 5677.939453
	Iteration 21Q: 3 clusters Score -1.406171e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -14062114.000000 Penalty: 5677.939453
	Iteration 22Q: 3 clusters Score -1.406211e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -14062513.000000 Penalty: 5677.939453
	Iteration 23Q: 3 clusters Score -1.406251e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -14062942.000000 Penalty: 5677.939453
	Iteration 24Q: 3 clusters Score -1.406294e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -14063506.000000 Penalty: 5677.939453
	Iteration 25Q: 3 clusters Score -1.406351e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -14064374.000000 Penalty: 5677.939453
	Iteration 26Q: 3 clusters Score -1.406437e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -14065399.000000 Penalty: 5677.939453
	Iteration 27Q: 3 clusters Score -1.40654e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -14066879.000000 Penalty: 5677.939453
	Iteration 28Q: 3 clusters Score -1.406688e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -14068725.000000 Penalty: 5677.939453
	Iteration 29Q: 3 clusters Score -1.406872e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -14070730.000000 Penalty: 5677.939453
	Iteration 30Q: 3 clusters Score -1.407073e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 64316 members 
Entering Unmasked Estep 
Score: -14072289.000000 Penalty: 5677.939453
	Iteration 31Q: 3 clusters Score -1.407229e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -14073206.000000 Penalty: 5677.939453
	Iteration 32Q: 3 clusters Score -1.407321e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -14073803.000000 Penalty: 5677.939453
	Iteration 33Q: 3 clusters Score -1.40738e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -14074266.000000 Penalty: 5677.939453
	Iteration 34Q: 3 clusters Score -1.407427e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -14074663.000000 Penalty: 5677.939453
	Iteration 35Q: 3 clusters Score -1.407466e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -14075103.000000 Penalty: 5677.939453
	Iteration 36Q: 3 clusters Score -1.40751e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -14075522.000000 Penalty: 5677.939453
	Iteration 37Q: 3 clusters Score -1.407552e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -14075984.000000 Penalty: 5677.939453
	Iteration 38Q: 3 clusters Score -1.407598e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -14076454.000000 Penalty: 5677.939453
	Iteration 39Q: 3 clusters Score -1.407645e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 76850 members 
Entering Unmasked Estep 
Score: -14077023.000000 Penalty: 5677.939453
	Iteration 40F: 3 clusters Score -1.407702e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 78264 members 
Entering Unmasked Estep 
Score: -14077406.000000 Penalty: 5677.939453
	Iteration 41Q: 3 clusters Score -1.407741e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 79715 members 
Entering Unmasked Estep 
Score: -14077931.000000 Penalty: 5677.939453
	Iteration 42Q: 3 clusters Score -1.407793e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -14078547.000000 Penalty: 5677.939453
	Iteration 43Q: 3 clusters Score -1.407855e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -14079198.000000 Penalty: 5677.939453
	Iteration 44Q: 3 clusters Score -1.40792e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -14079862.000000 Penalty: 5677.939453
	Iteration 45Q: 3 clusters Score -1.407986e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -14080597.000000 Penalty: 5677.939453
	Iteration 46Q: 3 clusters Score -1.40806e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 86618 members 
Entering Unmasked Estep 
Score: -14081293.000000 Penalty: 5677.939453
	Iteration 47Q: 3 clusters Score -1.408129e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -14081997.000000 Penalty: 5677.939453
	Iteration 48Q: 3 clusters Score -1.4082e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -14082644.000000 Penalty: 5677.939453
	Iteration 49Q: 3 clusters Score -1.408264e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -14083217.000000 Penalty: 5677.939453
	Iteration 50Q: 3 clusters Score -1.408322e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -14083692.000000 Penalty: 5677.939453
	Iteration 51Q: 3 clusters Score -1.408369e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 90977 members 
Entering Unmasked Estep 
Score: -14084106.000000 Penalty: 5677.939453
	Iteration 52Q: 3 clusters Score -1.408411e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -14084333.000000 Penalty: 5677.939453
	Iteration 53Q: 3 clusters Score -1.408433e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -14084465.000000 Penalty: 5677.939453
	Iteration 54Q: 3 clusters Score -1.408446e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -14084572.000000 Penalty: 5677.939453
	Iteration 55Q: 3 clusters Score -1.408457e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -14084644.000000 Penalty: 5677.939453
	Iteration 56Q: 3 clusters Score -1.408464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -14084710.000000 Penalty: 5677.939453
	Iteration 57Q: 3 clusters Score -1.408471e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -14084750.000000 Penalty: 5677.939453
	Iteration 58Q: 3 clusters Score -1.408475e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -14084803.000000 Penalty: 5677.939453
	Iteration 59Q: 3 clusters Score -1.40848e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -14084834.000000 Penalty: 5677.939453
	Iteration 60F: 3 clusters Score -1.408483e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -14084872.000000 Penalty: 5677.939453
	Iteration 61Q: 3 clusters Score -1.408487e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 92583 members 
Entering Unmasked Estep 
Score: -14084908.000000 Penalty: 5677.939453
	Iteration 62Q: 3 clusters Score -1.408491e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -14084904.000000 Penalty: 5677.939453
	Iteration 63Q: 3 clusters Score -1.40849e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 92678 members 
Entering Unmasked Estep 
Score: -14084918.000000 Penalty: 5677.939453
	Iteration 64Q: 3 clusters Score -1.408492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 92703 members 
Entering Unmasked Estep 
Score: -14084941.000000 Penalty: 5677.939453
	Iteration 65Q: 3 clusters Score -1.408494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -14084958.000000 Penalty: 5677.939453
	Iteration 66Q: 3 clusters Score -1.408496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -14084976.000000 Penalty: 5677.939453
	Iteration 67Q: 3 clusters Score -1.408498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -14084990.000000 Penalty: 5677.939453
	Iteration 68Q: 3 clusters Score -1.408499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 92789 members 
Entering Unmasked Estep 
Score: -14085002.000000 Penalty: 5677.939453
	Iteration 69Q: 3 clusters Score -1.4085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 92788 members 
Entering Unmasked Estep 
Score: -14085006.000000 Penalty: 5677.939453
	Iteration 70Q: 3 clusters Score -1.408501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -14085011.000000 Penalty: 5677.939453
	Iteration 71Q: 3 clusters Score -1.408501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 92794 members 
Entering Unmasked Estep 
Score: -14085008.000000 Penalty: 5677.939453
	Iteration 72Q: 3 clusters Score -1.408501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -14085010.000000 Penalty: 5677.939453
	Iteration 73Q: 3 clusters Score -1.408501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 92797 members 
Entering Unmasked Estep 
Score: -14085013.000000 Penalty: 5677.939453
	Iteration 74Q: 3 clusters Score -1.408501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 92801 members 
Entering Unmasked Estep 
Score: -14085021.000000 Penalty: 5677.939453
	Iteration 75Q: 3 clusters Score -1.408502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -14085024.000000 Penalty: 5677.939453
	Iteration 76Q: 3 clusters Score -1.408502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -14085025.000000 Penalty: 5677.939453
	Iteration 77Q: 3 clusters Score -1.408502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -14085035.000000 Penalty: 5677.939453
	Iteration 78Q: 3 clusters Score -1.408504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -14085027.000000 Penalty: 5677.939453
	Iteration 79Q: 3 clusters Score -1.408503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 92816 members 
Entering Unmasked Estep 
Score: -14085027.000000 Penalty: 5677.939453
	Iteration 80F: 3 clusters Score -1.408503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Entering Unmasked Estep 
Score: -1105381.750000 Penalty: 2224.982178
	Iteration 0F: 2 clusters Score -1105382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1099070.750000 Penalty: 4449.964355
	Iteration 0F: 3 clusters Score -1099071 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1100862.500000 Penalty: 4449.964355
	Iteration 1F: 3 clusters Score -1100862 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1101263.875000 Penalty: 4449.964355
	Iteration 2F: 3 clusters Score -1101264 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1101579.375000 Penalty: 4449.964355
	Iteration 3F: 3 clusters Score -1101579 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1101861.125000 Penalty: 4449.964355
	Iteration 4F: 3 clusters Score -1101861 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1102127.125000 Penalty: 4449.964355
	Iteration 5F: 3 clusters Score -1102127 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1102389.500000 Penalty: 4449.964355
	Iteration 6Q: 3 clusters Score -1102390 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1102630.625000 Penalty: 4449.964355
	Iteration 7Q: 3 clusters Score -1102631 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1102827.625000 Penalty: 4449.964355
	Iteration 8Q: 3 clusters Score -1102828 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1102979.250000 Penalty: 4449.964355
	Iteration 9Q: 3 clusters Score -1102979 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1103097.625000 Penalty: 4449.964355
	Iteration 10Q: 3 clusters Score -1103098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1103186.375000 Penalty: 4449.964355
	Iteration 11Q: 3 clusters Score -1103186 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1103265.625000 Penalty: 4449.964355
	Iteration 12Q: 3 clusters Score -1103266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1103325.500000 Penalty: 4449.964355
	Iteration 13Q: 3 clusters Score -1103326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1103367.000000 Penalty: 4449.964355
	Iteration 14Q: 3 clusters Score -1103367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1103408.125000 Penalty: 4449.964355
	Iteration 15Q: 3 clusters Score -1103408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1103439.000000 Penalty: 4449.964355
	Iteration 16Q: 3 clusters Score -1103439 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1103468.625000 Penalty: 4449.964355
	Iteration 17Q: 3 clusters Score -1103469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1103496.750000 Penalty: 4449.964355
	Iteration 18Q: 3 clusters Score -1103497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1103512.500000 Penalty: 4449.964355
	Iteration 19Q: 3 clusters Score -1103512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1103533.000000 Penalty: 4449.964355
	Iteration 20F: 3 clusters Score -1103533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1103551.125000 Penalty: 4449.964355
	Iteration 21Q: 3 clusters Score -1103551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1103574.375000 Penalty: 4449.964355
	Iteration 22Q: 3 clusters Score -1103574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1103588.625000 Penalty: 4449.964355
	Iteration 23Q: 3 clusters Score -1103589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1103604.750000 Penalty: 4449.964355
	Iteration 24Q: 3 clusters Score -1103605 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1103614.625000 Penalty: 4449.964355
	Iteration 25Q: 3 clusters Score -1103615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1103625.375000 Penalty: 4449.964355
	Iteration 26Q: 3 clusters Score -1103625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1103637.250000 Penalty: 4449.964355
	Iteration 27Q: 3 clusters Score -1103637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1103645.125000 Penalty: 4449.964355
	Iteration 28Q: 3 clusters Score -1103645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1103656.750000 Penalty: 4449.964355
	Iteration 29Q: 3 clusters Score -1103657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1103661.000000 Penalty: 4449.964355
	Iteration 30Q: 3 clusters Score -1103661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1103668.750000 Penalty: 4449.964355
	Iteration 31Q: 3 clusters Score -1103669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1103675.500000 Penalty: 4449.964355
	Iteration 32Q: 3 clusters Score -1103676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1103680.625000 Penalty: 4449.964355
	Iteration 33Q: 3 clusters Score -1103681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1103682.875000 Penalty: 4449.964355
	Iteration 34Q: 3 clusters Score -1103683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1103682.375000 Penalty: 4449.964355
	Iteration 35Q: 3 clusters Score -1103682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1103691.500000 Penalty: 4449.964355
	Iteration 36Q: 3 clusters Score -1103692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1103698.250000 Penalty: 4449.964355
	Iteration 37Q: 3 clusters Score -1103698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1103700.750000 Penalty: 4449.964355
	Iteration 38Q: 3 clusters Score -1103701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1103708.250000 Penalty: 4449.964355
	Iteration 39Q: 3 clusters Score -1103708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1103714.375000 Penalty: 4449.964355
	Iteration 40F: 3 clusters Score -1103714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1103719.000000 Penalty: 4449.964355
	Iteration 41Q: 3 clusters Score -1103719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1103727.750000 Penalty: 4449.964355
	Iteration 42Q: 3 clusters Score -1103728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1103732.000000 Penalty: 4449.964355
	Iteration 43Q: 3 clusters Score -1103732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1103736.750000 Penalty: 4449.964355
	Iteration 44Q: 3 clusters Score -1103737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1103744.750000 Penalty: 4449.964355
	Iteration 45Q: 3 clusters Score -1103745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1103748.125000 Penalty: 4449.964355
	Iteration 46Q: 3 clusters Score -1103748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1103752.750000 Penalty: 4449.964355
	Iteration 47Q: 3 clusters Score -1103753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1103753.750000 Penalty: 4449.964355
	Iteration 48Q: 3 clusters Score -1103754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1103759.000000 Penalty: 4449.964355
	Iteration 49Q: 3 clusters Score -1103759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1103760.625000 Penalty: 4449.964355
	Iteration 50Q: 3 clusters Score -1103761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1103768.375000 Penalty: 4449.964355
	Iteration 51Q: 3 clusters Score -1103768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1103773.875000 Penalty: 4449.964355
	Iteration 52Q: 3 clusters Score -1103774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1103778.875000 Penalty: 4449.964355
	Iteration 53Q: 3 clusters Score -1103779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1103785.625000 Penalty: 4449.964355
	Iteration 54Q: 3 clusters Score -1103786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1103788.500000 Penalty: 4449.964355
	Iteration 55Q: 3 clusters Score -1103788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1103792.625000 Penalty: 4449.964355
	Iteration 56Q: 3 clusters Score -1103793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1103797.250000 Penalty: 4449.964355
	Iteration 57Q: 3 clusters Score -1103797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1103798.625000 Penalty: 4449.964355
	Iteration 58Q: 3 clusters Score -1103799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1103806.000000 Penalty: 4449.964355
	Iteration 59Q: 3 clusters Score -1103806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1103809.000000 Penalty: 4449.964355
	Iteration 60F: 3 clusters Score -1103809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1103810.375000 Penalty: 4449.964355
	Iteration 61Q: 3 clusters Score -1103810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1103817.125000 Penalty: 4449.964355
	Iteration 62Q: 3 clusters Score -1103817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1103820.875000 Penalty: 4449.964355
	Iteration 63Q: 3 clusters Score -1103821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1103822.250000 Penalty: 4449.964355
	Iteration 64Q: 3 clusters Score -1103822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1103823.500000 Penalty: 4449.964355
	Iteration 65Q: 3 clusters Score -1103824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1103827.375000 Penalty: 4449.964355
	Iteration 66Q: 3 clusters Score -1103827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1103827.375000 Penalty: 4449.964355
	Iteration 67Q: 3 clusters Score -1103827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1103830.375000 Penalty: 4449.964355
	Iteration 68Q: 3 clusters Score -1103830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1103831.750000 Penalty: 4449.964355
	Iteration 69Q: 3 clusters Score -1103832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1103833.000000 Penalty: 4449.964355
	Iteration 70Q: 3 clusters Score -1103833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1103832.375000 Penalty: 4449.964355
	Iteration 71Q: 3 clusters Score -1103832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1103833.625000 Penalty: 4449.964355
	Iteration 72Q: 3 clusters Score -1103834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1103832.375000 Penalty: 4449.964355
	Iteration 73Q: 3 clusters Score -1103832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1103833.000000 Penalty: 4449.964355
	Iteration 74Q: 3 clusters Score -1103833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1103832.875000 Penalty: 4449.964355
	Iteration 75Q: 3 clusters Score -1103833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1103834.375000 Penalty: 4449.964355
	Iteration 76Q: 3 clusters Score -1103834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1103836.750000 Penalty: 4449.964355
	Iteration 77Q: 3 clusters Score -1103837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1103836.375000 Penalty: 4449.964355
	Iteration 78Q: 3 clusters Score -1103836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1103840.375000 Penalty: 4449.964355
	Iteration 79Q: 3 clusters Score -1103840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1103840.000000 Penalty: 4449.964355
	Iteration 80F: 3 clusters Score -1103840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1103838.625000 Penalty: 4449.964355
	Iteration 81Q: 3 clusters Score -1103839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1103838.625000 Penalty: 4449.964355
	Iteration 82F: 3 clusters Score -1103839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Entering Unmasked Estep 
Score: -4425726.500000 Penalty: 2553.969238
	Iteration 0F: 2 clusters Score -4425726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4405430.000000 Penalty: 5107.938477
	Iteration 0F: 3 clusters Score -4405430 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -4412712.500000 Penalty: 5107.938477
	Iteration 1F: 3 clusters Score -4412712 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4413325.500000 Penalty: 5107.938477
	Iteration 2F: 3 clusters Score -4413326 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4414056.500000 Penalty: 5107.938477
	Iteration 3F: 3 clusters Score -4414056 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4414865.500000 Penalty: 5107.938477
	Iteration 4F: 3 clusters Score -4414866 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -4415788.500000 Penalty: 5107.938477
	Iteration 5F: 3 clusters Score -4415788 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -4416764.500000 Penalty: 5107.938477
	Iteration 6F: 3 clusters Score -4416764 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -4417676.000000 Penalty: 5107.938477
	Iteration 7F: 3 clusters Score -4417676 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4418397.000000 Penalty: 5107.938477
	Iteration 8Q: 3 clusters Score -4418397 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4418943.000000 Penalty: 5107.938477
	Iteration 9Q: 3 clusters Score -4418943 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -4419433.500000 Penalty: 5107.938477
	Iteration 10Q: 3 clusters Score -4419434 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4419874.500000 Penalty: 5107.938477
	Iteration 11Q: 3 clusters Score -4419874 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4420349.500000 Penalty: 5107.938477
	Iteration 12Q: 3 clusters Score -4420350 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -4420814.000000 Penalty: 5107.938477
	Iteration 13Q: 3 clusters Score -4420814 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4421254.000000 Penalty: 5107.938477
	Iteration 14Q: 3 clusters Score -4421254 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4421660.500000 Penalty: 5107.938477
	Iteration 15Q: 3 clusters Score -4421660 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -4422039.500000 Penalty: 5107.938477
	Iteration 16Q: 3 clusters Score -4422040 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -4422373.500000 Penalty: 5107.938477
	Iteration 17Q: 3 clusters Score -4422374 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4422652.000000 Penalty: 5107.938477
	Iteration 18Q: 3 clusters Score -4422652 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4422855.500000 Penalty: 5107.938477
	Iteration 19Q: 3 clusters Score -4422856 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -4423010.000000 Penalty: 5107.938477
	Iteration 20F: 3 clusters Score -4423010 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4423130.500000 Penalty: 5107.938477
	Iteration 21Q: 3 clusters Score -4423130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4423230.500000 Penalty: 5107.938477
	Iteration 22Q: 3 clusters Score -4423230 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4423299.500000 Penalty: 5107.938477
	Iteration 23Q: 3 clusters Score -4423300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -4423345.000000 Penalty: 5107.938477
	Iteration 24Q: 3 clusters Score -4423345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -4423393.500000 Penalty: 5107.938477
	Iteration 25Q: 3 clusters Score -4423394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -4423427.000000 Penalty: 5107.938477
	Iteration 26Q: 3 clusters Score -4423427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -4423442.500000 Penalty: 5107.938477
	Iteration 27Q: 3 clusters Score -4423442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4423455.000000 Penalty: 5107.938477
	Iteration 28Q: 3 clusters Score -4423455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4423472.000000 Penalty: 5107.938477
	Iteration 29Q: 3 clusters Score -4423472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4423479.000000 Penalty: 5107.938477
	Iteration 30Q: 3 clusters Score -4423479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4423494.500000 Penalty: 5107.938477
	Iteration 31Q: 3 clusters Score -4423494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -4423503.000000 Penalty: 5107.938477
	Iteration 32Q: 3 clusters Score -4423503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4423513.500000 Penalty: 5107.938477
	Iteration 33Q: 3 clusters Score -4423514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -4423523.000000 Penalty: 5107.938477
	Iteration 34Q: 3 clusters Score -4423523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4423523.000000 Penalty: 5107.938477
	Iteration 35Q: 3 clusters Score -4423523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4423521.500000 Penalty: 5107.938477
	Iteration 36Q: 3 clusters Score -4423522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4423528.000000 Penalty: 5107.938477
	Iteration 37Q: 3 clusters Score -4423528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4423529.000000 Penalty: 5107.938477
	Iteration 38Q: 3 clusters Score -4423529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4423536.000000 Penalty: 5107.938477
	Iteration 39Q: 3 clusters Score -4423536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4423536.500000 Penalty: 5107.938477
	Iteration 40F: 3 clusters Score -4423536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4423539.000000 Penalty: 5107.938477
	Iteration 41Q: 3 clusters Score -4423539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4423542.000000 Penalty: 5107.938477
	Iteration 42Q: 3 clusters Score -4423542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4423542.500000 Penalty: 5107.938477
	Iteration 43Q: 3 clusters Score -4423542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4423545.000000 Penalty: 5107.938477
	Iteration 44Q: 3 clusters Score -4423545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4423541.500000 Penalty: 5107.938477
	Iteration 45Q: 3 clusters Score -4423542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4423542.000000 Penalty: 5107.938477
	Iteration 46Q: 3 clusters Score -4423542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4423544.000000 Penalty: 5107.938477
	Iteration 47Q: 3 clusters Score -4423544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4423545.000000 Penalty: 5107.938477
	Iteration 48Q: 3 clusters Score -4423545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4423548.000000 Penalty: 5107.938477
	Iteration 49Q: 3 clusters Score -4423548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4423547.500000 Penalty: 5107.938477
	Iteration 50Q: 3 clusters Score -4423548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4423547.500000 Penalty: 5107.938477
	Iteration 51Q: 3 clusters Score -4423548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -4423547.500000 Penalty: 5107.938477
	Iteration 52F: 3 clusters Score -4423548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -944627.562500 Penalty: 2178.434326
	Iteration 0F: 2 clusters Score -944627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -939144.125000 Penalty: 4356.868652
	Iteration 0F: 3 clusters Score -939144.1 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -940511.812500 Penalty: 4356.868652
	Iteration 1F: 3 clusters Score -940511.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -940862.437500 Penalty: 4356.868652
	Iteration 2F: 3 clusters Score -940862.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -941276.250000 Penalty: 4356.868652
	Iteration 3F: 3 clusters Score -941276.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -941851.937500 Penalty: 4356.868652
	Iteration 4F: 3 clusters Score -941851.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -942492.750000 Penalty: 4356.868652
	Iteration 5F: 3 clusters Score -942492.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -942945.312500 Penalty: 4356.868652
	Iteration 6F: 3 clusters Score -942945.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -943229.125000 Penalty: 4356.868652
	Iteration 7F: 3 clusters Score -943229.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -943386.562500 Penalty: 4356.868652
	Iteration 8Q: 3 clusters Score -943386.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -943478.062500 Penalty: 4356.868652
	Iteration 9Q: 3 clusters Score -943478.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -943521.687500 Penalty: 4356.868652
	Iteration 10Q: 3 clusters Score -943521.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -943540.312500 Penalty: 4356.868652
	Iteration 11Q: 3 clusters Score -943540.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -943552.937500 Penalty: 4356.868652
	Iteration 12Q: 3 clusters Score -943552.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -943562.625000 Penalty: 4356.868652
	Iteration 13Q: 3 clusters Score -943562.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -943566.187500 Penalty: 4356.868652
	Iteration 14Q: 3 clusters Score -943566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -943572.437500 Penalty: 4356.868652
	Iteration 15Q: 3 clusters Score -943572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -943570.250000 Penalty: 4356.868652
	Iteration 16Q: 3 clusters Score -943570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -943573.000000 Penalty: 4356.868652
	Iteration 17Q: 3 clusters Score -943573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -943573.062500 Penalty: 4356.868652
	Iteration 18Q: 3 clusters Score -943573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -943574.562500 Penalty: 4356.868652
	Iteration 19Q: 3 clusters Score -943574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -943574.562500 Penalty: 4356.868652
	Iteration 20F: 3 clusters Score -943574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Entering Unmasked Estep 
Score: -1484884.375000 Penalty: 2281.571777
	Iteration 0F: 2 clusters Score -1484884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1477278.500000 Penalty: 4563.143555
	Iteration 0F: 3 clusters Score -1477278 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1479470.375000 Penalty: 4563.143555
	Iteration 1F: 3 clusters Score -1479470 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1479760.625000 Penalty: 4563.143555
	Iteration 2F: 3 clusters Score -1479761 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1479985.750000 Penalty: 4563.143555
	Iteration 3Q: 3 clusters Score -1479986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1480168.500000 Penalty: 4563.143555
	Iteration 4Q: 3 clusters Score -1480168 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1480350.000000 Penalty: 4563.143555
	Iteration 5Q: 3 clusters Score -1480350 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1480541.875000 Penalty: 4563.143555
	Iteration 6Q: 3 clusters Score -1480542 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1480717.125000 Penalty: 4563.143555
	Iteration 7Q: 3 clusters Score -1480717 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1480931.000000 Penalty: 4563.143555
	Iteration 8Q: 3 clusters Score -1480931 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1481175.750000 Penalty: 4563.143555
	Iteration 9Q: 3 clusters Score -1481176 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1481443.875000 Penalty: 4563.143555
	Iteration 10Q: 3 clusters Score -1481444 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1481748.125000 Penalty: 4563.143555
	Iteration 11Q: 3 clusters Score -1481748 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1482019.500000 Penalty: 4563.143555
	Iteration 12Q: 3 clusters Score -1482020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1482235.375000 Penalty: 4563.143555
	Iteration 13Q: 3 clusters Score -1482235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1482412.125000 Penalty: 4563.143555
	Iteration 14Q: 3 clusters Score -1482412 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1482542.875000 Penalty: 4563.143555
	Iteration 15Q: 3 clusters Score -1482543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1482632.250000 Penalty: 4563.143555
	Iteration 16Q: 3 clusters Score -1482632 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1482690.625000 Penalty: 4563.143555
	Iteration 17Q: 3 clusters Score -1482691 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1482742.125000 Penalty: 4563.143555
	Iteration 18Q: 3 clusters Score -1482742 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1482786.000000 Penalty: 4563.143555
	Iteration 19Q: 3 clusters Score -1482786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1482812.500000 Penalty: 4563.143555
	Iteration 20F: 3 clusters Score -1482812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1482831.125000 Penalty: 4563.143555
	Iteration 21Q: 3 clusters Score -1482831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1482846.250000 Penalty: 4563.143555
	Iteration 22Q: 3 clusters Score -1482846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1482860.375000 Penalty: 4563.143555
	Iteration 23Q: 3 clusters Score -1482860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1482874.250000 Penalty: 4563.143555
	Iteration 24Q: 3 clusters Score -1482874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1482888.125000 Penalty: 4563.143555
	Iteration 25Q: 3 clusters Score -1482888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1482897.875000 Penalty: 4563.143555
	Iteration 26Q: 3 clusters Score -1482898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1482908.125000 Penalty: 4563.143555
	Iteration 27Q: 3 clusters Score -1482908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1482914.750000 Penalty: 4563.143555
	Iteration 28Q: 3 clusters Score -1482915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1482919.875000 Penalty: 4563.143555
	Iteration 29Q: 3 clusters Score -1482920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1482919.750000 Penalty: 4563.143555
	Iteration 30Q: 3 clusters Score -1482920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1482926.750000 Penalty: 4563.143555
	Iteration 31Q: 3 clusters Score -1482927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1482924.750000 Penalty: 4563.143555
	Iteration 32Q: 3 clusters Score -1482925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1482927.500000 Penalty: 4563.143555
	Iteration 33Q: 3 clusters Score -1482928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1482929.000000 Penalty: 4563.143555
	Iteration 34Q: 3 clusters Score -1482929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1482930.625000 Penalty: 4563.143555
	Iteration 35Q: 3 clusters Score -1482931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1482932.625000 Penalty: 4563.143555
	Iteration 36Q: 3 clusters Score -1482933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1482932.625000 Penalty: 4563.143555
	Iteration 37F: 3 clusters Score -1482933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Entering Unmasked Estep 
Score: -2386492.500000 Penalty: 2417.822998
	Iteration 0F: 2 clusters Score -2386492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2374301.500000 Penalty: 4835.645996
	Iteration 0F: 3 clusters Score -2374302 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -2378416.500000 Penalty: 4835.645996
	Iteration 1F: 3 clusters Score -2378416 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2379107.000000 Penalty: 4835.645996
	Iteration 2F: 3 clusters Score -2379107 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2379844.000000 Penalty: 4835.645996
	Iteration 3F: 3 clusters Score -2379844 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2380554.000000 Penalty: 4835.645996
	Iteration 4F: 3 clusters Score -2380554 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2381150.000000 Penalty: 4835.645996
	Iteration 5F: 3 clusters Score -2381150 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2381633.750000 Penalty: 4835.645996
	Iteration 6F: 3 clusters Score -2381634 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2381980.250000 Penalty: 4835.645996
	Iteration 7Q: 3 clusters Score -2381980 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2382242.250000 Penalty: 4835.645996
	Iteration 8Q: 3 clusters Score -2382242 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2382420.250000 Penalty: 4835.645996
	Iteration 9Q: 3 clusters Score -2382420 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2382558.250000 Penalty: 4835.645996
	Iteration 10Q: 3 clusters Score -2382558 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2382643.750000 Penalty: 4835.645996
	Iteration 11Q: 3 clusters Score -2382644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2382720.000000 Penalty: 4835.645996
	Iteration 12Q: 3 clusters Score -2382720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2382775.750000 Penalty: 4835.645996
	Iteration 13Q: 3 clusters Score -2382776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2382825.000000 Penalty: 4835.645996
	Iteration 14Q: 3 clusters Score -2382825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2382874.500000 Penalty: 4835.645996
	Iteration 15Q: 3 clusters Score -2382874 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2382941.250000 Penalty: 4835.645996
	Iteration 16Q: 3 clusters Score -2382941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2383020.500000 Penalty: 4835.645996
	Iteration 17Q: 3 clusters Score -2383020 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2383091.250000 Penalty: 4835.645996
	Iteration 18Q: 3 clusters Score -2383091 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2383171.250000 Penalty: 4835.645996
	Iteration 19Q: 3 clusters Score -2383171 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2383223.250000 Penalty: 4835.645996
	Iteration 20F: 3 clusters Score -2383223 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2383257.750000 Penalty: 4835.645996
	Iteration 21Q: 3 clusters Score -2383258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2383298.250000 Penalty: 4835.645996
	Iteration 22Q: 3 clusters Score -2383298 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2383334.250000 Penalty: 4835.645996
	Iteration 23Q: 3 clusters Score -2383334 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2383354.750000 Penalty: 4835.645996
	Iteration 24Q: 3 clusters Score -2383355 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2383379.250000 Penalty: 4835.645996
	Iteration 25Q: 3 clusters Score -2383379 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2383405.500000 Penalty: 4835.645996
	Iteration 26Q: 3 clusters Score -2383406 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2383430.500000 Penalty: 4835.645996
	Iteration 27Q: 3 clusters Score -2383430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2383456.000000 Penalty: 4835.645996
	Iteration 28Q: 3 clusters Score -2383456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2383484.750000 Penalty: 4835.645996
	Iteration 29Q: 3 clusters Score -2383485 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2383505.750000 Penalty: 4835.645996
	Iteration 30Q: 3 clusters Score -2383506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2383518.500000 Penalty: 4835.645996
	Iteration 31Q: 3 clusters Score -2383518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2383531.500000 Penalty: 4835.645996
	Iteration 32Q: 3 clusters Score -2383532 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2383544.500000 Penalty: 4835.645996
	Iteration 33Q: 3 clusters Score -2383544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2383555.500000 Penalty: 4835.645996
	Iteration 34Q: 3 clusters Score -2383556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2383572.500000 Penalty: 4835.645996
	Iteration 35Q: 3 clusters Score -2383572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2383574.750000 Penalty: 4835.645996
	Iteration 36Q: 3 clusters Score -2383575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2383587.750000 Penalty: 4835.645996
	Iteration 37Q: 3 clusters Score -2383588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2383595.500000 Penalty: 4835.645996
	Iteration 38Q: 3 clusters Score -2383596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2383600.750000 Penalty: 4835.645996
	Iteration 39Q: 3 clusters Score -2383601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2383601.750000 Penalty: 4835.645996
	Iteration 40F: 3 clusters Score -2383602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2383602.500000 Penalty: 4835.645996
	Iteration 41Q: 3 clusters Score -2383602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2383599.500000 Penalty: 4835.645996
	Iteration 42Q: 3 clusters Score -2383600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2383595.000000 Penalty: 4835.645996
	Iteration 43Q: 3 clusters Score -2383595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2383598.750000 Penalty: 4835.645996
	Iteration 44Q: 3 clusters Score -2383599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2383598.250000 Penalty: 4835.645996
	Iteration 45Q: 3 clusters Score -2383598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2383598.250000 Penalty: 4835.645996
	Iteration 46F: 3 clusters Score -2383598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -864466.000000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -864466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -859142.437500 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -859142.4 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -860576.312500 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -860576.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -860944.937500 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -860944.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -861259.312500 Penalty: 4339.788574
	Iteration 3F: 3 clusters Score -861259.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -861495.625000 Penalty: 4339.788574
	Iteration 4F: 3 clusters Score -861495.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -861692.875000 Penalty: 4339.788574
	Iteration 5Q: 3 clusters Score -861692.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -861859.312500 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -861859.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -862004.375000 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -862004.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -862131.500000 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -862131.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -862220.375000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -862220.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -862296.687500 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -862296.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -862367.500000 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -862367.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -862435.812500 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -862435.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -862501.687500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -862501.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -862573.812500 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -862573.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -862628.750000 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -862628.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -862685.562500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -862685.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -862732.000000 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -862732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -862767.812500 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -862767.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -862798.562500 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -862798.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -862827.562500 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -862827.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -862850.750000 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -862850.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -862861.500000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -862861.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -862871.562500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -862871.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -862877.375000 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -862877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -862880.062500 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -862880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -862885.437500 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -862885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -862887.750000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -862887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -862889.687500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -862889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -862894.125000 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -862894.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -862894.875000 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -862894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -862900.437500 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -862900.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -862907.812500 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -862907.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -862915.687500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -862915.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -862922.312500 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -862922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -862929.625000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -862929.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -862933.937500 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -862933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -862935.375000 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -862935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -862936.750000 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -862936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -862940.187500 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -862940.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -862946.437500 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -862946.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -862949.437500 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -862949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -862949.875000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -862949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -862949.437500 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -862949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -862951.250000 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -862951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -862953.125000 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -862953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -862954.562500 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -862954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -862954.875000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -862954.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -862954.750000 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -862954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -862956.125000 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -862956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -862956.125000 Penalty: 4339.788574
	Iteration 50F: 3 clusters Score -862956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -153972.218750 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -153972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151931.234375 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -151931.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152412.953125 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -152413 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152803.750000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -152803.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -153154.687500 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -153154.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153390.703125 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -153390.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -153498.578125 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -153498.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153563.359375 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -153563.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153707.812500 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -153707.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -153783.265625 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -153783.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153811.109375 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -153811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153828.109375 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -153828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153834.234375 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -153834.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153836.171875 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -153836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153839.750000 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -153839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153839.750000 Penalty: 3514.606934
	Iteration 14F: 3 clusters Score -153839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Entering Unmasked Estep 
Score: -1671867.000000 Penalty: 2308.341797
	Iteration 0F: 2 clusters Score -1671867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1663533.375000 Penalty: 4616.683594
	Iteration 0F: 3 clusters Score -1663533 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1665959.500000 Penalty: 4616.683594
	Iteration 1F: 3 clusters Score -1665960 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1666228.125000 Penalty: 4616.683594
	Iteration 2F: 3 clusters Score -1666228 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1666417.750000 Penalty: 4616.683594
	Iteration 3Q: 3 clusters Score -1666418 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1666543.000000 Penalty: 4616.683594
	Iteration 4Q: 3 clusters Score -1666543 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1666650.750000 Penalty: 4616.683594
	Iteration 5Q: 3 clusters Score -1666651 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1666730.750000 Penalty: 4616.683594
	Iteration 6Q: 3 clusters Score -1666731 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1666806.000000 Penalty: 4616.683594
	Iteration 7Q: 3 clusters Score -1666806 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1666875.750000 Penalty: 4616.683594
	Iteration 8Q: 3 clusters Score -1666876 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1666950.875000 Penalty: 4616.683594
	Iteration 9Q: 3 clusters Score -1666951 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1667042.125000 Penalty: 4616.683594
	Iteration 10Q: 3 clusters Score -1667042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1667140.625000 Penalty: 4616.683594
	Iteration 11Q: 3 clusters Score -1667141 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1667269.625000 Penalty: 4616.683594
	Iteration 12Q: 3 clusters Score -1667270 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1667441.250000 Penalty: 4616.683594
	Iteration 13Q: 3 clusters Score -1667441 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1667669.500000 Penalty: 4616.683594
	Iteration 14Q: 3 clusters Score -1667670 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1667970.500000 Penalty: 4616.683594
	Iteration 15Q: 3 clusters Score -1667970 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1668284.125000 Penalty: 4616.683594
	Iteration 16Q: 3 clusters Score -1668284 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1668654.375000 Penalty: 4616.683594
	Iteration 17Q: 3 clusters Score -1668654 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1668987.000000 Penalty: 4616.683594
	Iteration 18Q: 3 clusters Score -1668987 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1669288.125000 Penalty: 4616.683594
	Iteration 19Q: 3 clusters Score -1669288 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1669526.750000 Penalty: 4616.683594
	Iteration 20F: 3 clusters Score -1669527 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1669669.500000 Penalty: 4616.683594
	Iteration 21Q: 3 clusters Score -1669670 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1669751.500000 Penalty: 4616.683594
	Iteration 22Q: 3 clusters Score -1669752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1669806.500000 Penalty: 4616.683594
	Iteration 23Q: 3 clusters Score -1669806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1669839.375000 Penalty: 4616.683594
	Iteration 24Q: 3 clusters Score -1669839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1669858.625000 Penalty: 4616.683594
	Iteration 25Q: 3 clusters Score -1669859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1669870.500000 Penalty: 4616.683594
	Iteration 26Q: 3 clusters Score -1669870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1669884.250000 Penalty: 4616.683594
	Iteration 27Q: 3 clusters Score -1669884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1669899.750000 Penalty: 4616.683594
	Iteration 28Q: 3 clusters Score -1669900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1669909.125000 Penalty: 4616.683594
	Iteration 29Q: 3 clusters Score -1669909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1669910.000000 Penalty: 4616.683594
	Iteration 30Q: 3 clusters Score -1669910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1669915.125000 Penalty: 4616.683594
	Iteration 31Q: 3 clusters Score -1669915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1669923.500000 Penalty: 4616.683594
	Iteration 32Q: 3 clusters Score -1669924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1669925.875000 Penalty: 4616.683594
	Iteration 33Q: 3 clusters Score -1669926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1669927.375000 Penalty: 4616.683594
	Iteration 34Q: 3 clusters Score -1669927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1669931.375000 Penalty: 4616.683594
	Iteration 35Q: 3 clusters Score -1669931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1669937.375000 Penalty: 4616.683594
	Iteration 36Q: 3 clusters Score -1669937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1669935.875000 Penalty: 4616.683594
	Iteration 37Q: 3 clusters Score -1669936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1669937.250000 Penalty: 4616.683594
	Iteration 38Q: 3 clusters Score -1669937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1669937.875000 Penalty: 4616.683594
	Iteration 39Q: 3 clusters Score -1669938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1669938.375000 Penalty: 4616.683594
	Iteration 40F: 3 clusters Score -1669938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Entering Unmasked Estep 
Score: -4038845.250000 Penalty: 2549.398438
	Iteration 0F: 2 clusters Score -4038845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -4018843.750000 Penalty: 5098.796875
	Iteration 0F: 3 clusters Score -4018844 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4026314.250000 Penalty: 5098.796875
	Iteration 1F: 3 clusters Score -4026314 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -4027161.750000 Penalty: 5098.796875
	Iteration 2F: 3 clusters Score -4027162 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4028097.000000 Penalty: 5098.796875
	Iteration 3F: 3 clusters Score -4028097 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4029132.250000 Penalty: 5098.796875
	Iteration 4F: 3 clusters Score -4029132 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4030104.500000 Penalty: 5098.796875
	Iteration 5F: 3 clusters Score -4030104 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -4031100.750000 Penalty: 5098.796875
	Iteration 6F: 3 clusters Score -4031101 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -4032089.000000 Penalty: 5098.796875
	Iteration 7F: 3 clusters Score -4032089 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -4032920.250000 Penalty: 5098.796875
	Iteration 8Q: 3 clusters Score -4032920 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4033623.000000 Penalty: 5098.796875
	Iteration 9Q: 3 clusters Score -4033623 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4034198.250000 Penalty: 5098.796875
	Iteration 10Q: 3 clusters Score -4034198 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -4034659.250000 Penalty: 5098.796875
	Iteration 11Q: 3 clusters Score -4034659 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4035011.750000 Penalty: 5098.796875
	Iteration 12Q: 3 clusters Score -4035012 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -4035263.000000 Penalty: 5098.796875
	Iteration 13Q: 3 clusters Score -4035263 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -4035476.250000 Penalty: 5098.796875
	Iteration 14Q: 3 clusters Score -4035476 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4035632.500000 Penalty: 5098.796875
	Iteration 15Q: 3 clusters Score -4035632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -4035776.500000 Penalty: 5098.796875
	Iteration 16Q: 3 clusters Score -4035776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4035880.750000 Penalty: 5098.796875
	Iteration 17Q: 3 clusters Score -4035881 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4035970.000000 Penalty: 5098.796875
	Iteration 18Q: 3 clusters Score -4035970 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4036063.250000 Penalty: 5098.796875
	Iteration 19Q: 3 clusters Score -4036063 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4036127.000000 Penalty: 5098.796875
	Iteration 20F: 3 clusters Score -4036127 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4036189.000000 Penalty: 5098.796875
	Iteration 21Q: 3 clusters Score -4036189 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4036258.000000 Penalty: 5098.796875
	Iteration 22Q: 3 clusters Score -4036258 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -4036321.750000 Penalty: 5098.796875
	Iteration 23Q: 3 clusters Score -4036322 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4036408.000000 Penalty: 5098.796875
	Iteration 24Q: 3 clusters Score -4036408 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4036469.750000 Penalty: 5098.796875
	Iteration 25Q: 3 clusters Score -4036470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -4036539.250000 Penalty: 5098.796875
	Iteration 26Q: 3 clusters Score -4036539 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4036629.000000 Penalty: 5098.796875
	Iteration 27Q: 3 clusters Score -4036629 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4036710.250000 Penalty: 5098.796875
	Iteration 28Q: 3 clusters Score -4036710 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4036777.750000 Penalty: 5098.796875
	Iteration 29Q: 3 clusters Score -4036778 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4036842.000000 Penalty: 5098.796875
	Iteration 30Q: 3 clusters Score -4036842 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4036894.500000 Penalty: 5098.796875
	Iteration 31Q: 3 clusters Score -4036894 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -4036924.250000 Penalty: 5098.796875
	Iteration 32Q: 3 clusters Score -4036924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4036945.500000 Penalty: 5098.796875
	Iteration 33Q: 3 clusters Score -4036946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4036980.250000 Penalty: 5098.796875
	Iteration 34Q: 3 clusters Score -4036980 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4037019.250000 Penalty: 5098.796875
	Iteration 35Q: 3 clusters Score -4037019 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4037058.000000 Penalty: 5098.796875
	Iteration 36Q: 3 clusters Score -4037058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4037076.750000 Penalty: 5098.796875
	Iteration 37Q: 3 clusters Score -4037077 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4037118.000000 Penalty: 5098.796875
	Iteration 38Q: 3 clusters Score -4037118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4037141.250000 Penalty: 5098.796875
	Iteration 39Q: 3 clusters Score -4037141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4037164.000000 Penalty: 5098.796875
	Iteration 40F: 3 clusters Score -4037164 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -4037202.000000 Penalty: 5098.796875
	Iteration 41Q: 3 clusters Score -4037202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4037218.250000 Penalty: 5098.796875
	Iteration 42Q: 3 clusters Score -4037218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4037236.000000 Penalty: 5098.796875
	Iteration 43Q: 3 clusters Score -4037236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4037253.250000 Penalty: 5098.796875
	Iteration 44Q: 3 clusters Score -4037253 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4037263.250000 Penalty: 5098.796875
	Iteration 45Q: 3 clusters Score -4037263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4037276.500000 Penalty: 5098.796875
	Iteration 46Q: 3 clusters Score -4037276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4037290.500000 Penalty: 5098.796875
	Iteration 47Q: 3 clusters Score -4037290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4037297.500000 Penalty: 5098.796875
	Iteration 48Q: 3 clusters Score -4037298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4037321.500000 Penalty: 5098.796875
	Iteration 49Q: 3 clusters Score -4037322 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -4037332.000000 Penalty: 5098.796875
	Iteration 50Q: 3 clusters Score -4037332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4037350.250000 Penalty: 5098.796875
	Iteration 51Q: 3 clusters Score -4037350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4037371.750000 Penalty: 5098.796875
	Iteration 52Q: 3 clusters Score -4037372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4037383.500000 Penalty: 5098.796875
	Iteration 53Q: 3 clusters Score -4037384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4037401.000000 Penalty: 5098.796875
	Iteration 54Q: 3 clusters Score -4037401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -4037410.500000 Penalty: 5098.796875
	Iteration 55Q: 3 clusters Score -4037410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4037429.000000 Penalty: 5098.796875
	Iteration 56Q: 3 clusters Score -4037429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4037437.750000 Penalty: 5098.796875
	Iteration 57Q: 3 clusters Score -4037438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4037452.500000 Penalty: 5098.796875
	Iteration 58Q: 3 clusters Score -4037452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4037454.000000 Penalty: 5098.796875
	Iteration 59Q: 3 clusters Score -4037454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4037444.500000 Penalty: 5098.796875
	Iteration 60F: 3 clusters Score -4037444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4037452.000000 Penalty: 5098.796875
	Iteration 61Q: 3 clusters Score -4037452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4037459.250000 Penalty: 5098.796875
	Iteration 62Q: 3 clusters Score -4037459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4037460.500000 Penalty: 5098.796875
	Iteration 63Q: 3 clusters Score -4037460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4037466.000000 Penalty: 5098.796875
	Iteration 64Q: 3 clusters Score -4037466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4037468.250000 Penalty: 5098.796875
	Iteration 65Q: 3 clusters Score -4037468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4037472.000000 Penalty: 5098.796875
	Iteration 66Q: 3 clusters Score -4037472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4037476.750000 Penalty: 5098.796875
	Iteration 67Q: 3 clusters Score -4037477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4037477.500000 Penalty: 5098.796875
	Iteration 68Q: 3 clusters Score -4037478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4037481.750000 Penalty: 5098.796875
	Iteration 69Q: 3 clusters Score -4037482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4037485.250000 Penalty: 5098.796875
	Iteration 70Q: 3 clusters Score -4037485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4037483.250000 Penalty: 5098.796875
	Iteration 71Q: 3 clusters Score -4037483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4037489.000000 Penalty: 5098.796875
	Iteration 72Q: 3 clusters Score -4037489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4037486.500000 Penalty: 5098.796875
	Iteration 73Q: 3 clusters Score -4037486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4037483.500000 Penalty: 5098.796875
	Iteration 74Q: 3 clusters Score -4037484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -4037488.000000 Penalty: 5098.796875
	Iteration 75Q: 3 clusters Score -4037488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4037489.750000 Penalty: 5098.796875
	Iteration 76Q: 3 clusters Score -4037490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4037492.000000 Penalty: 5098.796875
	Iteration 77Q: 3 clusters Score -4037492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4037498.250000 Penalty: 5098.796875
	Iteration 78Q: 3 clusters Score -4037498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4037500.500000 Penalty: 5098.796875
	Iteration 79Q: 3 clusters Score -4037500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4037500.250000 Penalty: 5098.796875
	Iteration 80F: 3 clusters Score -4037500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4037499.000000 Penalty: 5098.796875
	Iteration 81Q: 3 clusters Score -4037499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4037498.000000 Penalty: 5098.796875
	Iteration 82Q: 3 clusters Score -4037498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4037498.750000 Penalty: 5098.796875
	Iteration 83Q: 3 clusters Score -4037499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4037501.250000 Penalty: 5098.796875
	Iteration 84Q: 3 clusters Score -4037501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4037500.250000 Penalty: 5098.796875
	Iteration 85Q: 3 clusters Score -4037500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4037500.250000 Penalty: 5098.796875
	Iteration 86F: 3 clusters Score -4037500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Entering Unmasked Estep 
Score: -1124319.875000 Penalty: 2216.755859
	Iteration 0F: 2 clusters Score -1124320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1118108.750000 Penalty: 4433.511719
	Iteration 0F: 3 clusters Score -1118109 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1119835.750000 Penalty: 4433.511719
	Iteration 1F: 3 clusters Score -1119836 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1120052.375000 Penalty: 4433.511719
	Iteration 2F: 3 clusters Score -1120052 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1120208.000000 Penalty: 4433.511719
	Iteration 3Q: 3 clusters Score -1120208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1120352.875000 Penalty: 4433.511719
	Iteration 4Q: 3 clusters Score -1120353 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1120529.000000 Penalty: 4433.511719
	Iteration 5Q: 3 clusters Score -1120529 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1120729.375000 Penalty: 4433.511719
	Iteration 6Q: 3 clusters Score -1120729 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1120936.625000 Penalty: 4433.511719
	Iteration 7Q: 3 clusters Score -1120937 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1121165.125000 Penalty: 4433.511719
	Iteration 8Q: 3 clusters Score -1121165 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1121424.750000 Penalty: 4433.511719
	Iteration 9Q: 3 clusters Score -1121425 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1121694.125000 Penalty: 4433.511719
	Iteration 10Q: 3 clusters Score -1121694 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1121948.250000 Penalty: 4433.511719
	Iteration 11Q: 3 clusters Score -1121948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1122172.000000 Penalty: 4433.511719
	Iteration 12Q: 3 clusters Score -1122172 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1122336.625000 Penalty: 4433.511719
	Iteration 13Q: 3 clusters Score -1122337 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1122444.750000 Penalty: 4433.511719
	Iteration 14Q: 3 clusters Score -1122445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1122520.250000 Penalty: 4433.511719
	Iteration 15Q: 3 clusters Score -1122520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1122567.750000 Penalty: 4433.511719
	Iteration 16Q: 3 clusters Score -1122568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1122604.250000 Penalty: 4433.511719
	Iteration 17Q: 3 clusters Score -1122604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1122637.375000 Penalty: 4433.511719
	Iteration 18Q: 3 clusters Score -1122637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1122659.875000 Penalty: 4433.511719
	Iteration 19Q: 3 clusters Score -1122660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1122673.875000 Penalty: 4433.511719
	Iteration 20F: 3 clusters Score -1122674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1122681.500000 Penalty: 4433.511719
	Iteration 21Q: 3 clusters Score -1122682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1122684.625000 Penalty: 4433.511719
	Iteration 22Q: 3 clusters Score -1122685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1122687.250000 Penalty: 4433.511719
	Iteration 23Q: 3 clusters Score -1122687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1122692.000000 Penalty: 4433.511719
	Iteration 24Q: 3 clusters Score -1122692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1122696.125000 Penalty: 4433.511719
	Iteration 25Q: 3 clusters Score -1122696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1122697.875000 Penalty: 4433.511719
	Iteration 26Q: 3 clusters Score -1122698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1122696.500000 Penalty: 4433.511719
	Iteration 27Q: 3 clusters Score -1122696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1122699.625000 Penalty: 4433.511719
	Iteration 28Q: 3 clusters Score -1122700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1122700.625000 Penalty: 4433.511719
	Iteration 29Q: 3 clusters Score -1122701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1122700.625000 Penalty: 4433.511719
	Iteration 30F: 3 clusters Score -1122701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -94736.226562 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -94736.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93034.625000 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -93034.62 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93351.062500 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -93351.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93469.250000 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -93469.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -93575.015625 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -93575.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93671.492188 Penalty: 3251.457031
	Iteration 4F: 3 clusters Score -93671.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -93788.757812 Penalty: 3251.457031
	Iteration 5F: 3 clusters Score -93788.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -93948.187500 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -93948.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -94575.171875 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -94575.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -94935.226562 Penalty: 3251.457031
	Iteration 8F: 3 clusters Score -94935.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -95076.984375 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -95076.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -95186.882812 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -95186.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -95216.929688 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -95216.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -95226.187500 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -95226.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -95237.773438 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -95237.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -95252.117188 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -95252.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -95258.101562 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -95258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -95258.101562 Penalty: 3251.457031
	Iteration 16F: 3 clusters Score -95258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80549 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75502 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88155 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 12762 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93663 members 
Mstep: Class 24 contains 147 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 29681 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 17142 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 556 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5294 members 
Mstep: Class 48 contains 29282 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066184.000000 Penalty: 168590.921875
Splitting cluster 35 changes total score from -115067664.000000 to -115066184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -492013.437500 Penalty: 2049.753662
	Iteration 0F: 2 clusters Score -492013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -488297.062500 Penalty: 4099.507324
	Iteration 0F: 3 clusters Score -488297.1 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -489314.593750 Penalty: 4099.507324
	Iteration 1F: 3 clusters Score -489314.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -489626.250000 Penalty: 4099.507324
	Iteration 2F: 3 clusters Score -489626.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -489832.843750 Penalty: 4099.507324
	Iteration 3F: 3 clusters Score -489832.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -489957.531250 Penalty: 4099.507324
	Iteration 4Q: 3 clusters Score -489957.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -490044.718750 Penalty: 4099.507324
	Iteration 5Q: 3 clusters Score -490044.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -490130.437500 Penalty: 4099.507324
	Iteration 6Q: 3 clusters Score -490130.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -490192.312500 Penalty: 4099.507324
	Iteration 7Q: 3 clusters Score -490192.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -490246.781250 Penalty: 4099.507324
	Iteration 8Q: 3 clusters Score -490246.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -490300.406250 Penalty: 4099.507324
	Iteration 9Q: 3 clusters Score -490300.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -490343.062500 Penalty: 4099.507324
	Iteration 10Q: 3 clusters Score -490343.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -490373.031250 Penalty: 4099.507324
	Iteration 11Q: 3 clusters Score -490373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -490391.437500 Penalty: 4099.507324
	Iteration 12Q: 3 clusters Score -490391.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -490403.812500 Penalty: 4099.507324
	Iteration 13Q: 3 clusters Score -490403.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -490414.000000 Penalty: 4099.507324
	Iteration 14Q: 3 clusters Score -490414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -490419.468750 Penalty: 4099.507324
	Iteration 15Q: 3 clusters Score -490419.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -490430.343750 Penalty: 4099.507324
	Iteration 16Q: 3 clusters Score -490430.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -490442.875000 Penalty: 4099.507324
	Iteration 17Q: 3 clusters Score -490442.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -490462.218750 Penalty: 4099.507324
	Iteration 18Q: 3 clusters Score -490462.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -490472.531250 Penalty: 4099.507324
	Iteration 19Q: 3 clusters Score -490472.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -490478.937500 Penalty: 4099.507324
	Iteration 20F: 3 clusters Score -490478.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -490487.656250 Penalty: 4099.507324
	Iteration 21Q: 3 clusters Score -490487.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -490496.406250 Penalty: 4099.507324
	Iteration 22Q: 3 clusters Score -490496.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -490504.750000 Penalty: 4099.507324
	Iteration 23Q: 3 clusters Score -490504.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -490514.000000 Penalty: 4099.507324
	Iteration 24Q: 3 clusters Score -490514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -490524.375000 Penalty: 4099.507324
	Iteration 25Q: 3 clusters Score -490524.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -490533.406250 Penalty: 4099.507324
	Iteration 26Q: 3 clusters Score -490533.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -490541.843750 Penalty: 4099.507324
	Iteration 27Q: 3 clusters Score -490541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -490545.531250 Penalty: 4099.507324
	Iteration 28Q: 3 clusters Score -490545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -490548.187500 Penalty: 4099.507324
	Iteration 29Q: 3 clusters Score -490548.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -490552.343750 Penalty: 4099.507324
	Iteration 30Q: 3 clusters Score -490552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -490556.750000 Penalty: 4099.507324
	Iteration 31Q: 3 clusters Score -490556.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -490558.968750 Penalty: 4099.507324
	Iteration 32Q: 3 clusters Score -490559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -490564.250000 Penalty: 4099.507324
	Iteration 33Q: 3 clusters Score -490564.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -490567.218750 Penalty: 4099.507324
	Iteration 34Q: 3 clusters Score -490567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -490568.843750 Penalty: 4099.507324
	Iteration 35Q: 3 clusters Score -490568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -490572.468750 Penalty: 4099.507324
	Iteration 36Q: 3 clusters Score -490572.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -490574.312500 Penalty: 4099.507324
	Iteration 37Q: 3 clusters Score -490574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -490577.500000 Penalty: 4099.507324
	Iteration 38Q: 3 clusters Score -490577.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -490580.000000 Penalty: 4099.507324
	Iteration 39Q: 3 clusters Score -490580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -490581.437500 Penalty: 4099.507324
	Iteration 40F: 3 clusters Score -490581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -490582.500000 Penalty: 4099.507324
	Iteration 41Q: 3 clusters Score -490582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -490583.343750 Penalty: 4099.507324
	Iteration 42Q: 3 clusters Score -490583.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -490584.562500 Penalty: 4099.507324
	Iteration 43Q: 3 clusters Score -490584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -490585.093750 Penalty: 4099.507324
	Iteration 44Q: 3 clusters Score -490585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -490586.062500 Penalty: 4099.507324
	Iteration 45Q: 3 clusters Score -490586.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -490588.250000 Penalty: 4099.507324
	Iteration 46Q: 3 clusters Score -490588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -490589.875000 Penalty: 4099.507324
	Iteration 47Q: 3 clusters Score -490589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -490590.687500 Penalty: 4099.507324
	Iteration 48Q: 3 clusters Score -490590.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -490593.937500 Penalty: 4099.507324
	Iteration 49Q: 3 clusters Score -490593.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -490596.031250 Penalty: 4099.507324
	Iteration 50Q: 3 clusters Score -490596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -490599.593750 Penalty: 4099.507324
	Iteration 51Q: 3 clusters Score -490599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -490603.468750 Penalty: 4099.507324
	Iteration 52Q: 3 clusters Score -490603.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -490608.375000 Penalty: 4099.507324
	Iteration 53Q: 3 clusters Score -490608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -490612.125000 Penalty: 4099.507324
	Iteration 54Q: 3 clusters Score -490612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -490614.531250 Penalty: 4099.507324
	Iteration 55Q: 3 clusters Score -490614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -490617.312500 Penalty: 4099.507324
	Iteration 56Q: 3 clusters Score -490617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -490618.406250 Penalty: 4099.507324
	Iteration 57Q: 3 clusters Score -490618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -490621.125000 Penalty: 4099.507324
	Iteration 58Q: 3 clusters Score -490621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -490621.781250 Penalty: 4099.507324
	Iteration 59Q: 3 clusters Score -490621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -490621.781250 Penalty: 4099.507324
	Iteration 60F: 3 clusters Score -490621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1668301.875000 Penalty: 2317.397949
	Iteration 0F: 2 clusters Score -1668302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1659796.000000 Penalty: 4634.795898
	Iteration 0F: 3 clusters Score -1659796 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1662391.875000 Penalty: 4634.795898
	Iteration 1F: 3 clusters Score -1662392 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1662719.000000 Penalty: 4634.795898
	Iteration 2F: 3 clusters Score -1662719 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1662967.125000 Penalty: 4634.795898
	Iteration 3F: 3 clusters Score -1662967 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1663190.500000 Penalty: 4634.795898
	Iteration 4Q: 3 clusters Score -1663190 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1663396.125000 Penalty: 4634.795898
	Iteration 5Q: 3 clusters Score -1663396 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1663589.375000 Penalty: 4634.795898
	Iteration 6Q: 3 clusters Score -1663589 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1663747.875000 Penalty: 4634.795898
	Iteration 7Q: 3 clusters Score -1663748 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1663908.250000 Penalty: 4634.795898
	Iteration 8Q: 3 clusters Score -1663908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1664079.250000 Penalty: 4634.795898
	Iteration 9Q: 3 clusters Score -1664079 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1664283.625000 Penalty: 4634.795898
	Iteration 10Q: 3 clusters Score -1664284 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1664502.875000 Penalty: 4634.795898
	Iteration 11Q: 3 clusters Score -1664503 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1664743.000000 Penalty: 4634.795898
	Iteration 12Q: 3 clusters Score -1664743 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1664963.875000 Penalty: 4634.795898
	Iteration 13Q: 3 clusters Score -1664964 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1665145.250000 Penalty: 4634.795898
	Iteration 14Q: 3 clusters Score -1665145 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1665260.000000 Penalty: 4634.795898
	Iteration 15Q: 3 clusters Score -1665260 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1665368.125000 Penalty: 4634.795898
	Iteration 16Q: 3 clusters Score -1665368 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1665462.125000 Penalty: 4634.795898
	Iteration 17Q: 3 clusters Score -1665462 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1665521.750000 Penalty: 4634.795898
	Iteration 18Q: 3 clusters Score -1665522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1665573.375000 Penalty: 4634.795898
	Iteration 19Q: 3 clusters Score -1665573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1665612.875000 Penalty: 4634.795898
	Iteration 20F: 3 clusters Score -1665613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1665651.375000 Penalty: 4634.795898
	Iteration 21Q: 3 clusters Score -1665651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1665683.125000 Penalty: 4634.795898
	Iteration 22Q: 3 clusters Score -1665683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1665719.500000 Penalty: 4634.795898
	Iteration 23Q: 3 clusters Score -1665720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1665757.000000 Penalty: 4634.795898
	Iteration 24Q: 3 clusters Score -1665757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1665804.000000 Penalty: 4634.795898
	Iteration 25Q: 3 clusters Score -1665804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1665857.000000 Penalty: 4634.795898
	Iteration 26Q: 3 clusters Score -1665857 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1665938.750000 Penalty: 4634.795898
	Iteration 27Q: 3 clusters Score -1665939 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1666027.625000 Penalty: 4634.795898
	Iteration 28Q: 3 clusters Score -1666028 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1666106.875000 Penalty: 4634.795898
	Iteration 29Q: 3 clusters Score -1666107 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1666179.750000 Penalty: 4634.795898
	Iteration 30Q: 3 clusters Score -1666180 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1666267.250000 Penalty: 4634.795898
	Iteration 31Q: 3 clusters Score -1666267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1666321.375000 Penalty: 4634.795898
	Iteration 32Q: 3 clusters Score -1666321 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1666369.000000 Penalty: 4634.795898
	Iteration 33Q: 3 clusters Score -1666369 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1666395.250000 Penalty: 4634.795898
	Iteration 34Q: 3 clusters Score -1666395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1666417.000000 Penalty: 4634.795898
	Iteration 35Q: 3 clusters Score -1666417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1666439.500000 Penalty: 4634.795898
	Iteration 36Q: 3 clusters Score -1666440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1666463.500000 Penalty: 4634.795898
	Iteration 37Q: 3 clusters Score -1666464 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1666477.250000 Penalty: 4634.795898
	Iteration 38Q: 3 clusters Score -1666477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1666499.375000 Penalty: 4634.795898
	Iteration 39Q: 3 clusters Score -1666499 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1666512.625000 Penalty: 4634.795898
	Iteration 40F: 3 clusters Score -1666513 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1666530.000000 Penalty: 4634.795898
	Iteration 41Q: 3 clusters Score -1666530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1666536.375000 Penalty: 4634.795898
	Iteration 42Q: 3 clusters Score -1666536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1666553.625000 Penalty: 4634.795898
	Iteration 43Q: 3 clusters Score -1666554 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1666565.875000 Penalty: 4634.795898
	Iteration 44Q: 3 clusters Score -1666566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1666580.750000 Penalty: 4634.795898
	Iteration 45Q: 3 clusters Score -1666581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1666592.500000 Penalty: 4634.795898
	Iteration 46Q: 3 clusters Score -1666592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1666604.625000 Penalty: 4634.795898
	Iteration 47Q: 3 clusters Score -1666605 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1666620.000000 Penalty: 4634.795898
	Iteration 48Q: 3 clusters Score -1666620 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1666632.750000 Penalty: 4634.795898
	Iteration 49Q: 3 clusters Score -1666633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1666642.125000 Penalty: 4634.795898
	Iteration 50Q: 3 clusters Score -1666642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1666655.250000 Penalty: 4634.795898
	Iteration 51Q: 3 clusters Score -1666655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1666663.375000 Penalty: 4634.795898
	Iteration 52Q: 3 clusters Score -1666663 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1666672.250000 Penalty: 4634.795898
	Iteration 53Q: 3 clusters Score -1666672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1666681.125000 Penalty: 4634.795898
	Iteration 54Q: 3 clusters Score -1666681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1666681.000000 Penalty: 4634.795898
	Iteration 55Q: 3 clusters Score -1666681 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1666689.250000 Penalty: 4634.795898
	Iteration 56Q: 3 clusters Score -1666689 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1666698.750000 Penalty: 4634.795898
	Iteration 57Q: 3 clusters Score -1666699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1666709.250000 Penalty: 4634.795898
	Iteration 58Q: 3 clusters Score -1666709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1666716.000000 Penalty: 4634.795898
	Iteration 59Q: 3 clusters Score -1666716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1666723.250000 Penalty: 4634.795898
	Iteration 60F: 3 clusters Score -1666723 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1666735.625000 Penalty: 4634.795898
	Iteration 61Q: 3 clusters Score -1666736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1666737.875000 Penalty: 4634.795898
	Iteration 62Q: 3 clusters Score -1666738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1666747.750000 Penalty: 4634.795898
	Iteration 63Q: 3 clusters Score -1666748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1666750.375000 Penalty: 4634.795898
	Iteration 64Q: 3 clusters Score -1666750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1666760.875000 Penalty: 4634.795898
	Iteration 65Q: 3 clusters Score -1666761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1666767.625000 Penalty: 4634.795898
	Iteration 66Q: 3 clusters Score -1666768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1666770.000000 Penalty: 4634.795898
	Iteration 67Q: 3 clusters Score -1666770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1666776.875000 Penalty: 4634.795898
	Iteration 68Q: 3 clusters Score -1666777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1666782.125000 Penalty: 4634.795898
	Iteration 69Q: 3 clusters Score -1666782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1666784.250000 Penalty: 4634.795898
	Iteration 70Q: 3 clusters Score -1666784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1666793.625000 Penalty: 4634.795898
	Iteration 71Q: 3 clusters Score -1666794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1666796.625000 Penalty: 4634.795898
	Iteration 72Q: 3 clusters Score -1666797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1666802.000000 Penalty: 4634.795898
	Iteration 73Q: 3 clusters Score -1666802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1666802.625000 Penalty: 4634.795898
	Iteration 74Q: 3 clusters Score -1666803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1666805.875000 Penalty: 4634.795898
	Iteration 75Q: 3 clusters Score -1666806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1666807.500000 Penalty: 4634.795898
	Iteration 76Q: 3 clusters Score -1666808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1666811.250000 Penalty: 4634.795898
	Iteration 77Q: 3 clusters Score -1666811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1666813.375000 Penalty: 4634.795898
	Iteration 78Q: 3 clusters Score -1666813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1666817.250000 Penalty: 4634.795898
	Iteration 79Q: 3 clusters Score -1666817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1666817.125000 Penalty: 4634.795898
	Iteration 80F: 3 clusters Score -1666817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1666827.250000 Penalty: 4634.795898
	Iteration 81Q: 3 clusters Score -1666827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1666835.250000 Penalty: 4634.795898
	Iteration 82Q: 3 clusters Score -1666835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1666841.750000 Penalty: 4634.795898
	Iteration 83Q: 3 clusters Score -1666842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1666848.750000 Penalty: 4634.795898
	Iteration 84Q: 3 clusters Score -1666849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1666851.625000 Penalty: 4634.795898
	Iteration 85Q: 3 clusters Score -1666852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1666859.875000 Penalty: 4634.795898
	Iteration 86Q: 3 clusters Score -1666860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1666861.500000 Penalty: 4634.795898
	Iteration 87Q: 3 clusters Score -1666862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1666863.250000 Penalty: 4634.795898
	Iteration 88Q: 3 clusters Score -1666863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1666867.125000 Penalty: 4634.795898
	Iteration 89Q: 3 clusters Score -1666867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1666867.500000 Penalty: 4634.795898
	Iteration 90Q: 3 clusters Score -1666868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1666873.000000 Penalty: 4634.795898
	Iteration 91Q: 3 clusters Score -1666873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1666872.750000 Penalty: 4634.795898
	Iteration 92Q: 3 clusters Score -1666873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1666876.375000 Penalty: 4634.795898
	Iteration 93Q: 3 clusters Score -1666876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1666876.375000 Penalty: 4634.795898
	Iteration 94Q: 3 clusters Score -1666876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1666880.375000 Penalty: 4634.795898
	Iteration 95Q: 3 clusters Score -1666880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1666880.000000 Penalty: 4634.795898
	Iteration 96Q: 3 clusters Score -1666880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1666882.125000 Penalty: 4634.795898
	Iteration 97Q: 3 clusters Score -1666882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1666879.125000 Penalty: 4634.795898
	Iteration 98Q: 3 clusters Score -1666879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1666880.500000 Penalty: 4634.795898
	Iteration 99Q: 3 clusters Score -1666880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1666878.625000 Penalty: 4634.795898
	Iteration 100F: 3 clusters Score -1666879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1666877.625000 Penalty: 4634.795898
	Iteration 101Q: 3 clusters Score -1666878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1666877.125000 Penalty: 4634.795898
	Iteration 102Q: 3 clusters Score -1666877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1666881.000000 Penalty: 4634.795898
	Iteration 103Q: 3 clusters Score -1666881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1666881.750000 Penalty: 4634.795898
	Iteration 104Q: 3 clusters Score -1666882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1666880.750000 Penalty: 4634.795898
	Iteration 105Q: 3 clusters Score -1666881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1666879.000000 Penalty: 4634.795898
	Iteration 106Q: 3 clusters Score -1666879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1666880.500000 Penalty: 4634.795898
	Iteration 107Q: 3 clusters Score -1666880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1666883.250000 Penalty: 4634.795898
	Iteration 108Q: 3 clusters Score -1666883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1666882.375000 Penalty: 4634.795898
	Iteration 109Q: 3 clusters Score -1666882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1666887.125000 Penalty: 4634.795898
	Iteration 110Q: 3 clusters Score -1666887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1666887.875000 Penalty: 4634.795898
	Iteration 111Q: 3 clusters Score -1666888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1666885.875000 Penalty: 4634.795898
	Iteration 112Q: 3 clusters Score -1666886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1666886.250000 Penalty: 4634.795898
	Iteration 113Q: 3 clusters Score -1666886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1666886.625000 Penalty: 4634.795898
	Iteration 114Q: 3 clusters Score -1666887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1666887.250000 Penalty: 4634.795898
	Iteration 115Q: 3 clusters Score -1666887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1666888.625000 Penalty: 4634.795898
	Iteration 116Q: 3 clusters Score -1666889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1666886.125000 Penalty: 4634.795898
	Iteration 117Q: 3 clusters Score -1666886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1666888.625000 Penalty: 4634.795898
	Iteration 118Q: 3 clusters Score -1666889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1666888.625000 Penalty: 4634.795898
	Iteration 119F: 3 clusters Score -1666889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Entering Unmasked Estep 
Score: -951869.437500 Penalty: 2187.569824
	Iteration 0F: 2 clusters Score -951869.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -946285.062500 Penalty: 4375.139648
	Iteration 0F: 3 clusters Score -946285.1 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -947838.375000 Penalty: 4375.139648
	Iteration 1F: 3 clusters Score -947838.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -948179.625000 Penalty: 4375.139648
	Iteration 2F: 3 clusters Score -948179.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -948435.562500 Penalty: 4375.139648
	Iteration 3F: 3 clusters Score -948435.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -948699.000000 Penalty: 4375.139648
	Iteration 4Q: 3 clusters Score -948699 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -948968.187500 Penalty: 4375.139648
	Iteration 5Q: 3 clusters Score -948968.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -949256.312500 Penalty: 4375.139648
	Iteration 6Q: 3 clusters Score -949256.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -949592.187500 Penalty: 4375.139648
	Iteration 7Q: 3 clusters Score -949592.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -949918.187500 Penalty: 4375.139648
	Iteration 8F: 3 clusters Score -949918.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -950178.937500 Penalty: 4375.139648
	Iteration 9Q: 3 clusters Score -950178.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -950411.875000 Penalty: 4375.139648
	Iteration 10Q: 3 clusters Score -950411.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -950565.812500 Penalty: 4375.139648
	Iteration 11Q: 3 clusters Score -950565.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -950672.687500 Penalty: 4375.139648
	Iteration 12Q: 3 clusters Score -950672.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -950727.062500 Penalty: 4375.139648
	Iteration 13Q: 3 clusters Score -950727.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -950764.250000 Penalty: 4375.139648
	Iteration 14Q: 3 clusters Score -950764.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -950796.187500 Penalty: 4375.139648
	Iteration 15Q: 3 clusters Score -950796.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -950814.312500 Penalty: 4375.139648
	Iteration 16Q: 3 clusters Score -950814.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -950831.250000 Penalty: 4375.139648
	Iteration 17Q: 3 clusters Score -950831.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -950839.625000 Penalty: 4375.139648
	Iteration 18Q: 3 clusters Score -950839.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -950847.562500 Penalty: 4375.139648
	Iteration 19Q: 3 clusters Score -950847.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -950856.312500 Penalty: 4375.139648
	Iteration 20F: 3 clusters Score -950856.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -950858.937500 Penalty: 4375.139648
	Iteration 21Q: 3 clusters Score -950858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -950861.750000 Penalty: 4375.139648
	Iteration 22Q: 3 clusters Score -950861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -950863.250000 Penalty: 4375.139648
	Iteration 23Q: 3 clusters Score -950863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -950864.062500 Penalty: 4375.139648
	Iteration 24Q: 3 clusters Score -950864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -950866.625000 Penalty: 4375.139648
	Iteration 25Q: 3 clusters Score -950866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950867.500000 Penalty: 4375.139648
	Iteration 26Q: 3 clusters Score -950867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -950870.187500 Penalty: 4375.139648
	Iteration 27Q: 3 clusters Score -950870.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -950870.000000 Penalty: 4375.139648
	Iteration 28Q: 3 clusters Score -950870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -950870.312500 Penalty: 4375.139648
	Iteration 29Q: 3 clusters Score -950870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -950871.375000 Penalty: 4375.139648
	Iteration 30Q: 3 clusters Score -950871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -950871.375000 Penalty: 4375.139648
	Iteration 31F: 3 clusters Score -950871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Entering Unmasked Estep 
Score: -1445339.375000 Penalty: 2274.891602
	Iteration 0F: 2 clusters Score -1445339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1437840.500000 Penalty: 4549.783203
	Iteration 0F: 3 clusters Score -1437840 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1440071.000000 Penalty: 4549.783203
	Iteration 1F: 3 clusters Score -1440071 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1440431.750000 Penalty: 4549.783203
	Iteration 2F: 3 clusters Score -1440432 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1440731.625000 Penalty: 4549.783203
	Iteration 3F: 3 clusters Score -1440732 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1440966.250000 Penalty: 4549.783203
	Iteration 4F: 3 clusters Score -1440966 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1441178.250000 Penalty: 4549.783203
	Iteration 5Q: 3 clusters Score -1441178 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1441416.250000 Penalty: 4549.783203
	Iteration 6Q: 3 clusters Score -1441416 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1441686.125000 Penalty: 4549.783203
	Iteration 7Q: 3 clusters Score -1441686 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1441981.750000 Penalty: 4549.783203
	Iteration 8Q: 3 clusters Score -1441982 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1442286.750000 Penalty: 4549.783203
	Iteration 9Q: 3 clusters Score -1442287 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1442532.500000 Penalty: 4549.783203
	Iteration 10Q: 3 clusters Score -1442532 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1442707.375000 Penalty: 4549.783203
	Iteration 11Q: 3 clusters Score -1442707 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1442844.625000 Penalty: 4549.783203
	Iteration 12Q: 3 clusters Score -1442845 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1442958.625000 Penalty: 4549.783203
	Iteration 13Q: 3 clusters Score -1442959 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1443048.000000 Penalty: 4549.783203
	Iteration 14Q: 3 clusters Score -1443048 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1443126.125000 Penalty: 4549.783203
	Iteration 15Q: 3 clusters Score -1443126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1443196.875000 Penalty: 4549.783203
	Iteration 16Q: 3 clusters Score -1443197 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1443249.000000 Penalty: 4549.783203
	Iteration 17Q: 3 clusters Score -1443249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1443295.250000 Penalty: 4549.783203
	Iteration 18Q: 3 clusters Score -1443295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1443315.875000 Penalty: 4549.783203
	Iteration 19Q: 3 clusters Score -1443316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1443352.625000 Penalty: 4549.783203
	Iteration 20F: 3 clusters Score -1443353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1443372.000000 Penalty: 4549.783203
	Iteration 21Q: 3 clusters Score -1443372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1443384.875000 Penalty: 4549.783203
	Iteration 22Q: 3 clusters Score -1443385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1443396.375000 Penalty: 4549.783203
	Iteration 23Q: 3 clusters Score -1443396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1443409.750000 Penalty: 4549.783203
	Iteration 24Q: 3 clusters Score -1443410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1443423.125000 Penalty: 4549.783203
	Iteration 25Q: 3 clusters Score -1443423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1443427.625000 Penalty: 4549.783203
	Iteration 26Q: 3 clusters Score -1443428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1443430.625000 Penalty: 4549.783203
	Iteration 27Q: 3 clusters Score -1443431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1443440.625000 Penalty: 4549.783203
	Iteration 28Q: 3 clusters Score -1443441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1443446.375000 Penalty: 4549.783203
	Iteration 29Q: 3 clusters Score -1443446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1443453.750000 Penalty: 4549.783203
	Iteration 30Q: 3 clusters Score -1443454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1443460.750000 Penalty: 4549.783203
	Iteration 31Q: 3 clusters Score -1443461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1443468.250000 Penalty: 4549.783203
	Iteration 32Q: 3 clusters Score -1443468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1443472.375000 Penalty: 4549.783203
	Iteration 33Q: 3 clusters Score -1443472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1443479.500000 Penalty: 4549.783203
	Iteration 34Q: 3 clusters Score -1443480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1443480.625000 Penalty: 4549.783203
	Iteration 35Q: 3 clusters Score -1443481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1443485.375000 Penalty: 4549.783203
	Iteration 36Q: 3 clusters Score -1443485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1443487.875000 Penalty: 4549.783203
	Iteration 37Q: 3 clusters Score -1443488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1443492.750000 Penalty: 4549.783203
	Iteration 38Q: 3 clusters Score -1443493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1443495.875000 Penalty: 4549.783203
	Iteration 39Q: 3 clusters Score -1443496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1443501.875000 Penalty: 4549.783203
	Iteration 40F: 3 clusters Score -1443502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1443505.625000 Penalty: 4549.783203
	Iteration 41Q: 3 clusters Score -1443506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1443503.000000 Penalty: 4549.783203
	Iteration 42Q: 3 clusters Score -1443503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1443502.500000 Penalty: 4549.783203
	Iteration 43Q: 3 clusters Score -1443502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1443502.000000 Penalty: 4549.783203
	Iteration 44Q: 3 clusters Score -1443502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1443502.000000 Penalty: 4549.783203
	Iteration 45F: 3 clusters Score -1443502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -1202751.500000 Penalty: 2230.677979
	Iteration 0F: 2 clusters Score -1202752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1196270.750000 Penalty: 4461.355957
	Iteration 0F: 3 clusters Score -1196271 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1197976.125000 Penalty: 4461.355957
	Iteration 1F: 3 clusters Score -1197976 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1198224.750000 Penalty: 4461.355957
	Iteration 2F: 3 clusters Score -1198225 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1198399.500000 Penalty: 4461.355957
	Iteration 3Q: 3 clusters Score -1198400 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1198532.750000 Penalty: 4461.355957
	Iteration 4Q: 3 clusters Score -1198533 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1198647.875000 Penalty: 4461.355957
	Iteration 5Q: 3 clusters Score -1198648 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1198770.500000 Penalty: 4461.355957
	Iteration 6Q: 3 clusters Score -1198770 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1198891.875000 Penalty: 4461.355957
	Iteration 7Q: 3 clusters Score -1198892 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1199009.375000 Penalty: 4461.355957
	Iteration 8Q: 3 clusters Score -1199009 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1199130.375000 Penalty: 4461.355957
	Iteration 9Q: 3 clusters Score -1199130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1199255.375000 Penalty: 4461.355957
	Iteration 10Q: 3 clusters Score -1199255 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1199407.250000 Penalty: 4461.355957
	Iteration 11Q: 3 clusters Score -1199407 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1199540.625000 Penalty: 4461.355957
	Iteration 12Q: 3 clusters Score -1199541 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1199651.125000 Penalty: 4461.355957
	Iteration 13Q: 3 clusters Score -1199651 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1199741.625000 Penalty: 4461.355957
	Iteration 14Q: 3 clusters Score -1199742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1199818.375000 Penalty: 4461.355957
	Iteration 15Q: 3 clusters Score -1199818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1199915.125000 Penalty: 4461.355957
	Iteration 16Q: 3 clusters Score -1199915 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1200008.250000 Penalty: 4461.355957
	Iteration 17Q: 3 clusters Score -1200008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1200106.875000 Penalty: 4461.355957
	Iteration 18Q: 3 clusters Score -1200107 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1200212.000000 Penalty: 4461.355957
	Iteration 19Q: 3 clusters Score -1200212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1200304.750000 Penalty: 4461.355957
	Iteration 20F: 3 clusters Score -1200305 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1200401.375000 Penalty: 4461.355957
	Iteration 21Q: 3 clusters Score -1200401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1200471.250000 Penalty: 4461.355957
	Iteration 22Q: 3 clusters Score -1200471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1200519.500000 Penalty: 4461.355957
	Iteration 23Q: 3 clusters Score -1200520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1200551.250000 Penalty: 4461.355957
	Iteration 24Q: 3 clusters Score -1200551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1200577.875000 Penalty: 4461.355957
	Iteration 25Q: 3 clusters Score -1200578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1200597.875000 Penalty: 4461.355957
	Iteration 26Q: 3 clusters Score -1200598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1200618.375000 Penalty: 4461.355957
	Iteration 27Q: 3 clusters Score -1200618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1200634.375000 Penalty: 4461.355957
	Iteration 28Q: 3 clusters Score -1200634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1200652.750000 Penalty: 4461.355957
	Iteration 29Q: 3 clusters Score -1200653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1200665.875000 Penalty: 4461.355957
	Iteration 30Q: 3 clusters Score -1200666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1200677.500000 Penalty: 4461.355957
	Iteration 31Q: 3 clusters Score -1200678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1200688.625000 Penalty: 4461.355957
	Iteration 32Q: 3 clusters Score -1200689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1200693.875000 Penalty: 4461.355957
	Iteration 33Q: 3 clusters Score -1200694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1200704.875000 Penalty: 4461.355957
	Iteration 34Q: 3 clusters Score -1200705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1200714.750000 Penalty: 4461.355957
	Iteration 35Q: 3 clusters Score -1200715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1200725.500000 Penalty: 4461.355957
	Iteration 36Q: 3 clusters Score -1200726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1200734.750000 Penalty: 4461.355957
	Iteration 37Q: 3 clusters Score -1200735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1200741.500000 Penalty: 4461.355957
	Iteration 38Q: 3 clusters Score -1200742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1200756.375000 Penalty: 4461.355957
	Iteration 39Q: 3 clusters Score -1200756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1200762.500000 Penalty: 4461.355957
	Iteration 40F: 3 clusters Score -1200762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1200766.875000 Penalty: 4461.355957
	Iteration 41Q: 3 clusters Score -1200767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1200769.375000 Penalty: 4461.355957
	Iteration 42Q: 3 clusters Score -1200769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1200770.625000 Penalty: 4461.355957
	Iteration 43Q: 3 clusters Score -1200771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1200770.625000 Penalty: 4461.355957
	Iteration 44F: 3 clusters Score -1200771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -80649.164062 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80649.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79108.843750 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79108.84 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79441.171875 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79441.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79667.960938 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79667.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79844.320312 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -79844.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80020.640625 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -80020.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80110.273438 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -80110.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80150.023438 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -80150.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80172.156250 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -80172.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80200.273438 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -80200.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80220.835938 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -80220.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80245.554688 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -80245.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80257.625000 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -80257.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80272.164062 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -80272.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -80276.671875 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -80276.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80284.195312 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -80284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80292.078125 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -80292.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80292.078125 Penalty: 3197.076904
	Iteration 16F: 3 clusters Score -80292.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Entering Unmasked Estep 
Score: -1088445.000000 Penalty: 2227.425781
	Iteration 0F: 2 clusters Score -1088445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1082098.125000 Penalty: 4454.851562
	Iteration 0F: 3 clusters Score -1082098 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1084008.250000 Penalty: 4454.851562
	Iteration 1F: 3 clusters Score -1084008 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1084472.875000 Penalty: 4454.851562
	Iteration 2F: 3 clusters Score -1084473 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1084855.625000 Penalty: 4454.851562
	Iteration 3F: 3 clusters Score -1084856 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1085191.000000 Penalty: 4454.851562
	Iteration 4F: 3 clusters Score -1085191 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1085482.500000 Penalty: 4454.851562
	Iteration 5F: 3 clusters Score -1085482 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1085678.500000 Penalty: 4454.851562
	Iteration 6Q: 3 clusters Score -1085678 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1085804.125000 Penalty: 4454.851562
	Iteration 7Q: 3 clusters Score -1085804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1085909.125000 Penalty: 4454.851562
	Iteration 8Q: 3 clusters Score -1085909 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1085981.875000 Penalty: 4454.851562
	Iteration 9Q: 3 clusters Score -1085982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1086039.000000 Penalty: 4454.851562
	Iteration 10Q: 3 clusters Score -1086039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1086089.500000 Penalty: 4454.851562
	Iteration 11Q: 3 clusters Score -1086090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1086128.875000 Penalty: 4454.851562
	Iteration 12Q: 3 clusters Score -1086129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1086160.250000 Penalty: 4454.851562
	Iteration 13Q: 3 clusters Score -1086160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1086193.375000 Penalty: 4454.851562
	Iteration 14Q: 3 clusters Score -1086193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1086234.625000 Penalty: 4454.851562
	Iteration 15Q: 3 clusters Score -1086235 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1086265.625000 Penalty: 4454.851562
	Iteration 16Q: 3 clusters Score -1086266 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1086295.000000 Penalty: 4454.851562
	Iteration 17Q: 3 clusters Score -1086295 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1086325.125000 Penalty: 4454.851562
	Iteration 18Q: 3 clusters Score -1086325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1086357.875000 Penalty: 4454.851562
	Iteration 19Q: 3 clusters Score -1086358 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1086401.750000 Penalty: 4454.851562
	Iteration 20F: 3 clusters Score -1086402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1086448.625000 Penalty: 4454.851562
	Iteration 21Q: 3 clusters Score -1086449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1086495.625000 Penalty: 4454.851562
	Iteration 22Q: 3 clusters Score -1086496 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1086543.500000 Penalty: 4454.851562
	Iteration 23Q: 3 clusters Score -1086544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1086590.125000 Penalty: 4454.851562
	Iteration 24Q: 3 clusters Score -1086590 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1086637.625000 Penalty: 4454.851562
	Iteration 25Q: 3 clusters Score -1086638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1086682.625000 Penalty: 4454.851562
	Iteration 26Q: 3 clusters Score -1086683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1086728.750000 Penalty: 4454.851562
	Iteration 27Q: 3 clusters Score -1086729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1086773.000000 Penalty: 4454.851562
	Iteration 28Q: 3 clusters Score -1086773 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1086814.375000 Penalty: 4454.851562
	Iteration 29Q: 3 clusters Score -1086814 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1086855.250000 Penalty: 4454.851562
	Iteration 30Q: 3 clusters Score -1086855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1086889.375000 Penalty: 4454.851562
	Iteration 31Q: 3 clusters Score -1086889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1086932.500000 Penalty: 4454.851562
	Iteration 32Q: 3 clusters Score -1086932 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1086971.875000 Penalty: 4454.851562
	Iteration 33Q: 3 clusters Score -1086972 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1087010.125000 Penalty: 4454.851562
	Iteration 34Q: 3 clusters Score -1087010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1087044.125000 Penalty: 4454.851562
	Iteration 35Q: 3 clusters Score -1087044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1087073.250000 Penalty: 4454.851562
	Iteration 36Q: 3 clusters Score -1087073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1087102.500000 Penalty: 4454.851562
	Iteration 37Q: 3 clusters Score -1087102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1087128.125000 Penalty: 4454.851562
	Iteration 38Q: 3 clusters Score -1087128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1087141.250000 Penalty: 4454.851562
	Iteration 39Q: 3 clusters Score -1087141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1087155.625000 Penalty: 4454.851562
	Iteration 40F: 3 clusters Score -1087156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1087173.000000 Penalty: 4454.851562
	Iteration 41Q: 3 clusters Score -1087173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1087192.125000 Penalty: 4454.851562
	Iteration 42Q: 3 clusters Score -1087192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1087212.500000 Penalty: 4454.851562
	Iteration 43Q: 3 clusters Score -1087212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1087227.875000 Penalty: 4454.851562
	Iteration 44Q: 3 clusters Score -1087228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1087241.750000 Penalty: 4454.851562
	Iteration 45Q: 3 clusters Score -1087242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1087260.750000 Penalty: 4454.851562
	Iteration 46Q: 3 clusters Score -1087261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1087275.125000 Penalty: 4454.851562
	Iteration 47Q: 3 clusters Score -1087275 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1087291.375000 Penalty: 4454.851562
	Iteration 48Q: 3 clusters Score -1087291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1087300.750000 Penalty: 4454.851562
	Iteration 49Q: 3 clusters Score -1087301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1087308.000000 Penalty: 4454.851562
	Iteration 50Q: 3 clusters Score -1087308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1087312.375000 Penalty: 4454.851562
	Iteration 51Q: 3 clusters Score -1087312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1087313.375000 Penalty: 4454.851562
	Iteration 52Q: 3 clusters Score -1087313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1087315.750000 Penalty: 4454.851562
	Iteration 53Q: 3 clusters Score -1087316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1087318.500000 Penalty: 4454.851562
	Iteration 54Q: 3 clusters Score -1087318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1087318.125000 Penalty: 4454.851562
	Iteration 55Q: 3 clusters Score -1087318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1087318.375000 Penalty: 4454.851562
	Iteration 56Q: 3 clusters Score -1087318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1087318.625000 Penalty: 4454.851562
	Iteration 57Q: 3 clusters Score -1087319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1087319.625000 Penalty: 4454.851562
	Iteration 58Q: 3 clusters Score -1087320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1087318.625000 Penalty: 4454.851562
	Iteration 59Q: 3 clusters Score -1087319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1087318.625000 Penalty: 4454.851562
	Iteration 60F: 3 clusters Score -1087319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -1626385.500000 Penalty: 2306.558350
	Iteration 0F: 2 clusters Score -1626386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -1618100.000000 Penalty: 4613.116699
	Iteration 0F: 3 clusters Score -1618100 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1620617.625000 Penalty: 4613.116699
	Iteration 1F: 3 clusters Score -1620618 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1621013.875000 Penalty: 4613.116699
	Iteration 2F: 3 clusters Score -1621014 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1621413.750000 Penalty: 4613.116699
	Iteration 3F: 3 clusters Score -1621414 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1621963.750000 Penalty: 4613.116699
	Iteration 4F: 3 clusters Score -1621964 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1622680.500000 Penalty: 4613.116699
	Iteration 5F: 3 clusters Score -1622680 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1623453.375000 Penalty: 4613.116699
	Iteration 6F: 3 clusters Score -1623453 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1624034.625000 Penalty: 4613.116699
	Iteration 7F: 3 clusters Score -1624035 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1624496.250000 Penalty: 4613.116699
	Iteration 8Q: 3 clusters Score -1624496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1624848.125000 Penalty: 4613.116699
	Iteration 9Q: 3 clusters Score -1624848 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1625122.875000 Penalty: 4613.116699
	Iteration 10Q: 3 clusters Score -1625123 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1625311.625000 Penalty: 4613.116699
	Iteration 11Q: 3 clusters Score -1625312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1625468.250000 Penalty: 4613.116699
	Iteration 12Q: 3 clusters Score -1625468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1625610.750000 Penalty: 4613.116699
	Iteration 13Q: 3 clusters Score -1625611 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1625713.125000 Penalty: 4613.116699
	Iteration 14Q: 3 clusters Score -1625713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1625793.375000 Penalty: 4613.116699
	Iteration 15Q: 3 clusters Score -1625793 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1625854.750000 Penalty: 4613.116699
	Iteration 16Q: 3 clusters Score -1625855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1625878.000000 Penalty: 4613.116699
	Iteration 17Q: 3 clusters Score -1625878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1625894.750000 Penalty: 4613.116699
	Iteration 18Q: 3 clusters Score -1625895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1625904.125000 Penalty: 4613.116699
	Iteration 19Q: 3 clusters Score -1625904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1625913.875000 Penalty: 4613.116699
	Iteration 20F: 3 clusters Score -1625914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1625912.375000 Penalty: 4613.116699
	Iteration 21Q: 3 clusters Score -1625912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1625911.875000 Penalty: 4613.116699
	Iteration 22Q: 3 clusters Score -1625912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1625912.875000 Penalty: 4613.116699
	Iteration 23Q: 3 clusters Score -1625913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1625911.375000 Penalty: 4613.116699
	Iteration 24Q: 3 clusters Score -1625911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1625913.625000 Penalty: 4613.116699
	Iteration 25Q: 3 clusters Score -1625914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1625912.625000 Penalty: 4613.116699
	Iteration 26Q: 3 clusters Score -1625913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1625912.625000 Penalty: 4613.116699
	Iteration 27F: 3 clusters Score -1625913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -151456.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -151456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149449.750000 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -149449.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -149789.796875 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -149789.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149933.125000 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -149933.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150002.234375 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -150002.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150040.046875 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -150040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -150084.218750 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -150084.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -150121.640625 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -150121.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150136.296875 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -150136.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -150145.546875 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -150145.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150157.734375 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -150157.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -150161.250000 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -150161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150164.093750 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -150164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150166.859375 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -150166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150174.468750 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -150174.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150195.125000 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -150195.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150201.843750 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -150201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150205.671875 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -150205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -150211.312500 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -150211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -150217.718750 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -150217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -150224.500000 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -150224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150235.000000 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -150235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150243.937500 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -150243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150247.562500 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -150247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150249.156250 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -150249.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150251.578125 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -150251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150251.578125 Penalty: 3463.039551
	Iteration 25F: 3 clusters Score -150251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -435836.531250 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -435836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -432628.843750 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -432628.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -433233.437500 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -433233.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -433384.437500 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -433384.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -433457.312500 Penalty: 3954.685059
	Iteration 3Q: 3 clusters Score -433457.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -433507.906250 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -433507.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -433539.343750 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -433539.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -433566.281250 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -433566.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -433584.750000 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -433584.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -433602.375000 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -433602.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -433613.250000 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -433613.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -433623.500000 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -433623.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -433631.375000 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -433631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -433638.531250 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -433638.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -433647.781250 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -433647.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -433653.437500 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -433653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -433656.843750 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -433656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -433659.218750 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -433659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -433661.250000 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -433661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -433663.781250 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -433663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -433665.062500 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -433665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -433665.937500 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -433665.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -433666.906250 Penalty: 3954.685059
	Iteration 21Q: 3 clusters Score -433666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -433667.812500 Penalty: 3954.685059
	Iteration 22Q: 3 clusters Score -433667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -433668.781250 Penalty: 3954.685059
	Iteration 23Q: 3 clusters Score -433668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -433670.937500 Penalty: 3954.685059
	Iteration 24Q: 3 clusters Score -433670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -433671.687500 Penalty: 3954.685059
	Iteration 25Q: 3 clusters Score -433671.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -433674.031250 Penalty: 3954.685059
	Iteration 26Q: 3 clusters Score -433674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -433673.937500 Penalty: 3954.685059
	Iteration 27Q: 3 clusters Score -433673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -433676.250000 Penalty: 3954.685059
	Iteration 28Q: 3 clusters Score -433676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -433677.937500 Penalty: 3954.685059
	Iteration 29Q: 3 clusters Score -433677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -433678.875000 Penalty: 3954.685059
	Iteration 30Q: 3 clusters Score -433678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -433680.281250 Penalty: 3954.685059
	Iteration 31Q: 3 clusters Score -433680.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -433680.281250 Penalty: 3954.685059
	Iteration 32F: 3 clusters Score -433680.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -115577.007812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -115577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113800.773438 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -113800.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114076.375000 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -114076.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114208.929688 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -114208.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -114309.632812 Penalty: 3347.965820
	Iteration 3Q: 3 clusters Score -114309.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114377.015625 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -114377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114429.906250 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -114429.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114480.039062 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -114480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -114515.562500 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -114515.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -114541.523438 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -114541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114557.281250 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -114557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114572.828125 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -114572.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -114583.773438 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -114583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -114594.484375 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -114594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -114600.671875 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -114600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -114603.703125 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -114603.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114606.406250 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -114606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114607.929688 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -114607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -114609.343750 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -114609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -114611.843750 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -114611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114616.218750 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -114616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -114628.312500 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -114628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114654.257812 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -114654.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -114734.492188 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -114734.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114819.171875 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -114819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -114859.101562 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -114859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -114877.484375 Penalty: 3347.965820
	Iteration 25Q: 3 clusters Score -114877.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -114901.710938 Penalty: 3347.965820
	Iteration 26Q: 3 clusters Score -114901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -114914.390625 Penalty: 3347.965820
	Iteration 27Q: 3 clusters Score -114914.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114921.468750 Penalty: 3347.965820
	Iteration 28Q: 3 clusters Score -114921.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -114926.476562 Penalty: 3347.965820
	Iteration 29Q: 3 clusters Score -114926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114932.804688 Penalty: 3347.965820
	Iteration 30Q: 3 clusters Score -114932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -114936.531250 Penalty: 3347.965820
	Iteration 31Q: 3 clusters Score -114936.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114938.453125 Penalty: 3347.965820
	Iteration 32Q: 3 clusters Score -114938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114938.453125 Penalty: 3347.965820
	Iteration 33F: 3 clusters Score -114938.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -678054.250000 Penalty: 2126.433594
	Iteration 0F: 2 clusters Score -678054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -673350.125000 Penalty: 4252.867188
	Iteration 0F: 3 clusters Score -673350.1 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -674725.625000 Penalty: 4252.867188
	Iteration 1F: 3 clusters Score -674725.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -675229.937500 Penalty: 4252.867188
	Iteration 2F: 3 clusters Score -675229.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -675584.375000 Penalty: 4252.867188
	Iteration 3F: 3 clusters Score -675584.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -675869.937500 Penalty: 4252.867188
	Iteration 4F: 3 clusters Score -675869.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -676081.812500 Penalty: 4252.867188
	Iteration 5F: 3 clusters Score -676081.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -676254.875000 Penalty: 4252.867188
	Iteration 6Q: 3 clusters Score -676254.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -676377.437500 Penalty: 4252.867188
	Iteration 7Q: 3 clusters Score -676377.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -676459.437500 Penalty: 4252.867188
	Iteration 8Q: 3 clusters Score -676459.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -676537.812500 Penalty: 4252.867188
	Iteration 9Q: 3 clusters Score -676537.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -676612.937500 Penalty: 4252.867188
	Iteration 10Q: 3 clusters Score -676612.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -676687.562500 Penalty: 4252.867188
	Iteration 11Q: 3 clusters Score -676687.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -676746.500000 Penalty: 4252.867188
	Iteration 12Q: 3 clusters Score -676746.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -676806.750000 Penalty: 4252.867188
	Iteration 13Q: 3 clusters Score -676806.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -676864.625000 Penalty: 4252.867188
	Iteration 14Q: 3 clusters Score -676864.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -676921.562500 Penalty: 4252.867188
	Iteration 15Q: 3 clusters Score -676921.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -676966.187500 Penalty: 4252.867188
	Iteration 16Q: 3 clusters Score -676966.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -677008.500000 Penalty: 4252.867188
	Iteration 17Q: 3 clusters Score -677008.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -677059.000000 Penalty: 4252.867188
	Iteration 18Q: 3 clusters Score -677059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -677106.625000 Penalty: 4252.867188
	Iteration 19Q: 3 clusters Score -677106.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -677155.000000 Penalty: 4252.867188
	Iteration 20F: 3 clusters Score -677155 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -677195.000000 Penalty: 4252.867188
	Iteration 21Q: 3 clusters Score -677195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -677228.250000 Penalty: 4252.867188
	Iteration 22Q: 3 clusters Score -677228.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -677263.125000 Penalty: 4252.867188
	Iteration 23Q: 3 clusters Score -677263.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -677291.500000 Penalty: 4252.867188
	Iteration 24Q: 3 clusters Score -677291.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -677314.250000 Penalty: 4252.867188
	Iteration 25Q: 3 clusters Score -677314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -677328.687500 Penalty: 4252.867188
	Iteration 26Q: 3 clusters Score -677328.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -677344.062500 Penalty: 4252.867188
	Iteration 27Q: 3 clusters Score -677344.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -677359.500000 Penalty: 4252.867188
	Iteration 28Q: 3 clusters Score -677359.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -677374.625000 Penalty: 4252.867188
	Iteration 29Q: 3 clusters Score -677374.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -677402.437500 Penalty: 4252.867188
	Iteration 30Q: 3 clusters Score -677402.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -677413.687500 Penalty: 4252.867188
	Iteration 31Q: 3 clusters Score -677413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -677424.250000 Penalty: 4252.867188
	Iteration 32Q: 3 clusters Score -677424.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -677431.437500 Penalty: 4252.867188
	Iteration 33Q: 3 clusters Score -677431.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -677438.062500 Penalty: 4252.867188
	Iteration 34Q: 3 clusters Score -677438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -677444.250000 Penalty: 4252.867188
	Iteration 35Q: 3 clusters Score -677444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -677446.500000 Penalty: 4252.867188
	Iteration 36Q: 3 clusters Score -677446.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -677446.500000 Penalty: 4252.867188
	Iteration 37F: 3 clusters Score -677446.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (29282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Entering Unmasked Estep 
Score: -4374940.000000 Penalty: 2550.612549
	Iteration 0F: 2 clusters Score -4374940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -4354874.500000 Penalty: 5101.225098
	Iteration 0F: 3 clusters Score -4354874 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4362039.500000 Penalty: 5101.225098
	Iteration 1F: 3 clusters Score -4362040 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4362496.000000 Penalty: 5101.225098
	Iteration 2Q: 3 clusters Score -4362496 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -4362931.500000 Penalty: 5101.225098
	Iteration 3Q: 3 clusters Score -4362932 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4363343.000000 Penalty: 5101.225098
	Iteration 4Q: 3 clusters Score -4363343 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4363777.500000 Penalty: 5101.225098
	Iteration 5Q: 3 clusters Score -4363778 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -4364360.500000 Penalty: 5101.225098
	Iteration 6Q: 3 clusters Score -4364360 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4365049.000000 Penalty: 5101.225098
	Iteration 7Q: 3 clusters Score -4365049 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4365842.500000 Penalty: 5101.225098
	Iteration 8Q: 3 clusters Score -4365842 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4366613.500000 Penalty: 5101.225098
	Iteration 9Q: 3 clusters Score -4366614 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4367436.000000 Penalty: 5101.225098
	Iteration 10Q: 3 clusters Score -4367436 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4368257.000000 Penalty: 5101.225098
	Iteration 11Q: 3 clusters Score -4368257 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4369092.000000 Penalty: 5101.225098
	Iteration 12Q: 3 clusters Score -4369092 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4369865.000000 Penalty: 5101.225098
	Iteration 13Q: 3 clusters Score -4369865 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4370504.000000 Penalty: 5101.225098
	Iteration 14Q: 3 clusters Score -4370504 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4370984.500000 Penalty: 5101.225098
	Iteration 15Q: 3 clusters Score -4370984 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4371397.000000 Penalty: 5101.225098
	Iteration 16Q: 3 clusters Score -4371397 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4371672.000000 Penalty: 5101.225098
	Iteration 17Q: 3 clusters Score -4371672 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4371880.500000 Penalty: 5101.225098
	Iteration 18Q: 3 clusters Score -4371880 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4372057.500000 Penalty: 5101.225098
	Iteration 19Q: 3 clusters Score -4372058 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4372200.500000 Penalty: 5101.225098
	Iteration 20F: 3 clusters Score -4372200 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4372298.000000 Penalty: 5101.225098
	Iteration 21Q: 3 clusters Score -4372298 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4372371.500000 Penalty: 5101.225098
	Iteration 22Q: 3 clusters Score -4372372 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4372421.500000 Penalty: 5101.225098
	Iteration 23Q: 3 clusters Score -4372422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4372483.000000 Penalty: 5101.225098
	Iteration 24Q: 3 clusters Score -4372483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4372519.500000 Penalty: 5101.225098
	Iteration 25Q: 3 clusters Score -4372520 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4372553.000000 Penalty: 5101.225098
	Iteration 26Q: 3 clusters Score -4372553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4372572.000000 Penalty: 5101.225098
	Iteration 27Q: 3 clusters Score -4372572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4372601.000000 Penalty: 5101.225098
	Iteration 28Q: 3 clusters Score -4372601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4372611.000000 Penalty: 5101.225098
	Iteration 29Q: 3 clusters Score -4372611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4372624.500000 Penalty: 5101.225098
	Iteration 30Q: 3 clusters Score -4372624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4372646.500000 Penalty: 5101.225098
	Iteration 31Q: 3 clusters Score -4372646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4372665.000000 Penalty: 5101.225098
	Iteration 32Q: 3 clusters Score -4372665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4372676.500000 Penalty: 5101.225098
	Iteration 33Q: 3 clusters Score -4372676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4372686.500000 Penalty: 5101.225098
	Iteration 34Q: 3 clusters Score -4372686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4372699.000000 Penalty: 5101.225098
	Iteration 35Q: 3 clusters Score -4372699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4372695.500000 Penalty: 5101.225098
	Iteration 36Q: 3 clusters Score -4372696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4372700.500000 Penalty: 5101.225098
	Iteration 37Q: 3 clusters Score -4372700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4372702.000000 Penalty: 5101.225098
	Iteration 38Q: 3 clusters Score -4372702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4372704.000000 Penalty: 5101.225098
	Iteration 39Q: 3 clusters Score -4372704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4372706.000000 Penalty: 5101.225098
	Iteration 40F: 3 clusters Score -4372706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4372697.000000 Penalty: 5101.225098
	Iteration 41Q: 3 clusters Score -4372697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4372699.000000 Penalty: 5101.225098
	Iteration 42Q: 3 clusters Score -4372699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4372698.000000 Penalty: 5101.225098
	Iteration 43Q: 3 clusters Score -4372698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4372698.000000 Penalty: 5101.225098
	Iteration 44F: 3 clusters Score -4372698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Entering Unmasked Estep 
Score: -3078122.000000 Penalty: 2465.779785
	Iteration 0F: 2 clusters Score -3078122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3063493.500000 Penalty: 4931.559570
	Iteration 0F: 3 clusters Score -3063494 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3068386.500000 Penalty: 4931.559570
	Iteration 1F: 3 clusters Score -3068386 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3068789.500000 Penalty: 4931.559570
	Iteration 2F: 3 clusters Score -3068790 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3069134.750000 Penalty: 4931.559570
	Iteration 3Q: 3 clusters Score -3069135 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3069488.750000 Penalty: 4931.559570
	Iteration 4Q: 3 clusters Score -3069489 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3069890.750000 Penalty: 4931.559570
	Iteration 5Q: 3 clusters Score -3069891 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -3070483.500000 Penalty: 4931.559570
	Iteration 6F: 3 clusters Score -3070484 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3071246.250000 Penalty: 4931.559570
	Iteration 7F: 3 clusters Score -3071246 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -3072052.500000 Penalty: 4931.559570
	Iteration 8F: 3 clusters Score -3072052 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3072865.500000 Penalty: 4931.559570
	Iteration 9F: 3 clusters Score -3072866 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3073583.750000 Penalty: 4931.559570
	Iteration 10Q: 3 clusters Score -3073584 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3074208.000000 Penalty: 4931.559570
	Iteration 11Q: 3 clusters Score -3074208 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3074728.750000 Penalty: 4931.559570
	Iteration 12Q: 3 clusters Score -3074729 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3075108.750000 Penalty: 4931.559570
	Iteration 13Q: 3 clusters Score -3075109 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3075364.750000 Penalty: 4931.559570
	Iteration 14Q: 3 clusters Score -3075365 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3075558.250000 Penalty: 4931.559570
	Iteration 15Q: 3 clusters Score -3075558 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3075670.250000 Penalty: 4931.559570
	Iteration 16Q: 3 clusters Score -3075670 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3075762.750000 Penalty: 4931.559570
	Iteration 17Q: 3 clusters Score -3075763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3075832.000000 Penalty: 4931.559570
	Iteration 18Q: 3 clusters Score -3075832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3075883.750000 Penalty: 4931.559570
	Iteration 19Q: 3 clusters Score -3075884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3075926.000000 Penalty: 4931.559570
	Iteration 20F: 3 clusters Score -3075926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3075961.250000 Penalty: 4931.559570
	Iteration 21Q: 3 clusters Score -3075961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3075970.000000 Penalty: 4931.559570
	Iteration 22Q: 3 clusters Score -3075970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3075989.250000 Penalty: 4931.559570
	Iteration 23Q: 3 clusters Score -3075989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3075994.250000 Penalty: 4931.559570
	Iteration 24Q: 3 clusters Score -3075994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3076002.500000 Penalty: 4931.559570
	Iteration 25Q: 3 clusters Score -3076002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3076009.250000 Penalty: 4931.559570
	Iteration 26Q: 3 clusters Score -3076009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3076015.000000 Penalty: 4931.559570
	Iteration 27Q: 3 clusters Score -3076015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3076012.500000 Penalty: 4931.559570
	Iteration 28Q: 3 clusters Score -3076012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3076014.500000 Penalty: 4931.559570
	Iteration 29Q: 3 clusters Score -3076014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3076014.500000 Penalty: 4931.559570
	Iteration 30F: 3 clusters Score -3076014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -108107.828125 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -108107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106364.351562 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -106364.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106674.992188 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -106675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106787.421875 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -106787.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106843.507812 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -106843.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -106877.781250 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -106877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106910.843750 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -106910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106933.898438 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -106933.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -106967.070312 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -106967.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107005.804688 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -107005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -107025.226562 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -107025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107039.734375 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -107039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107055.546875 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -107055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -107067.335938 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -107067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107076.703125 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -107076.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107093.015625 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -107093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107106.031250 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -107106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107115.210938 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -107115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107121.953125 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -107122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107124.453125 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -107124.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107126.156250 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -107126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107126.156250 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -107126.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80549 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75502 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88155 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 5107 members 
Mstep: Class 21 contains 12762 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93663 members 
Mstep: Class 25 contains 7877 members 
Mstep: Class 26 contains 29681 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 17142 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11024 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6774 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5294 members 
Mstep: Class 48 contains 29282 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067584.000000 Penalty: 165219.093750
Iteration 239Q: 50 clusters Score -1.150676e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80544 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 67301 members 
Mstep: Class 10 contains 14557 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 75484 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88156 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13443 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 12758 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93665 members 
Mstep: Class 25 contains 7872 members 
Mstep: Class 26 contains 29680 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9896 members 
Mstep: Class 29 contains 17155 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11025 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7620 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3886 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6775 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7955 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5295 members 
Mstep: Class 48 contains 29294 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067528.000000 Penalty: 165219.093750
Iteration 240F: 50 clusters Score -1.150675e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80537 members 
Mstep: Class 7 contains 4351 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 67302 members 
Mstep: Class 10 contains 14556 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 75465 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88153 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 12756 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93671 members 
Mstep: Class 25 contains 7869 members 
Mstep: Class 26 contains 29678 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9894 members 
Mstep: Class 29 contains 17167 members 
Mstep: Class 30 contains 6307 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11025 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7619 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3888 members 
Mstep: Class 37 contains 11432 members 
Mstep: Class 38 contains 6780 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7952 members 
Mstep: Class 43 contains 10945 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5298 members 
Mstep: Class 48 contains 29309 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067680.000000 Penalty: 165219.093750
Iteration 241Q: 50 clusters Score -1.150677e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 8372 members 
Mstep: Class 6 contains 80535 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67300 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 75444 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88150 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13450 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 36573 members 
Mstep: Class 23 contains 93675 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9894 members 
Mstep: Class 29 contains 17179 members 
Mstep: Class 30 contains 6308 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29130 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3889 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6784 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8061 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7954 members 
Mstep: Class 43 contains 10946 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5298 members 
Mstep: Class 48 contains 29318 members 
Mstep: Class 49 contains 20796 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067696.000000 Penalty: 165219.093750
Iteration 242Q: 50 clusters Score -1.150677e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8371 members 
Mstep: Class 6 contains 80532 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 67299 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 75429 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88149 members 
Mstep: Class 17 contains 11665 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13453 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 12746 members 
Mstep: Class 22 contains 36570 members 
Mstep: Class 23 contains 93678 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29674 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9888 members 
Mstep: Class 29 contains 17189 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3889 members 
Mstep: Class 37 contains 11433 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8060 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 10948 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2902 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5298 members 
Mstep: Class 48 contains 29332 members 
Mstep: Class 49 contains 20797 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 165219.093750
Iteration 243Q: 50 clusters Score -1.150677e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 80535 members 
Mstep: Class 7 contains 4359 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67297 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 3086 members 
Mstep: Class 13 contains 75411 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88147 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13457 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 12746 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 93680 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9872 members 
Mstep: Class 29 contains 17196 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3890 members 
Mstep: Class 37 contains 11434 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8061 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7949 members 
Mstep: Class 43 contains 10952 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2903 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5298 members 
Mstep: Class 48 contains 29345 members 
Mstep: Class 49 contains 20797 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067824.000000 Penalty: 165219.093750
Iteration 244Q: 50 clusters Score -1.150678e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14302 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 80541 members 
Mstep: Class 7 contains 4360 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 67295 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9862 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 75408 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88142 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13460 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12744 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 93679 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9860 members 
Mstep: Class 29 contains 17201 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29135 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3890 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 10951 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2904 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5300 members 
Mstep: Class 48 contains 29355 members 
Mstep: Class 49 contains 20797 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067792.000000 Penalty: 165219.093750
Iteration 245Q: 50 clusters Score -1.150678e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14303 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80546 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 67295 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9861 members 
Mstep: Class 12 contains 3084 members 
Mstep: Class 13 contains 75399 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88140 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13462 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12742 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 93682 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9848 members 
Mstep: Class 29 contains 17210 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29135 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3890 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7948 members 
Mstep: Class 43 contains 10952 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2904 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5300 members 
Mstep: Class 48 contains 29363 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067816.000000 Penalty: 165219.093750
Iteration 246Q: 50 clusters Score -1.150678e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14304 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80552 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67297 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 75390 members 
Mstep: Class 14 contains 5409 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 88137 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13465 members 
Mstep: Class 20 contains 5115 members 
Mstep: Class 21 contains 12740 members 
Mstep: Class 22 contains 36565 members 
Mstep: Class 23 contains 93687 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29671 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9836 members 
Mstep: Class 29 contains 17214 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29137 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3890 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7953 members 
Mstep: Class 43 contains 10949 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2904 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5300 members 
Mstep: Class 48 contains 29369 members 
Mstep: Class 49 contains 20799 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067832.000000 Penalty: 165219.093750
Iteration 247Q: 50 clusters Score -1.150678e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14306 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80563 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 67296 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 75383 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88137 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13465 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12737 members 
Mstep: Class 22 contains 36566 members 
Mstep: Class 23 contains 93689 members 
Mstep: Class 25 contains 7856 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9815 members 
Mstep: Class 29 contains 17219 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3890 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7958 members 
Mstep: Class 43 contains 10953 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2904 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5300 members 
Mstep: Class 48 contains 29372 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067760.000000 Penalty: 165219.093750
Iteration 248Q: 50 clusters Score -1.150678e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14307 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80562 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67296 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 75371 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88137 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13471 members 
Mstep: Class 20 contains 5115 members 
Mstep: Class 21 contains 12736 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 93696 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9800 members 
Mstep: Class 29 contains 17221 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29137 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3891 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 10956 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5300 members 
Mstep: Class 48 contains 29378 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067792.000000 Penalty: 165219.093750
Iteration 249Q: 50 clusters Score -1.150678e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80567 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67294 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 75365 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88140 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13476 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 93697 members 
Mstep: Class 25 contains 7856 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9776 members 
Mstep: Class 29 contains 17226 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7618 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3891 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6789 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 10964 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5301 members 
Mstep: Class 48 contains 29383 members 
Mstep: Class 49 contains 20800 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067816.000000 Penalty: 165219.093750
Iteration 250Q: 50 clusters Score -1.150678e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80566 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67294 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 13 contains 75366 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88136 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13484 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12732 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 93707 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9751 members 
Mstep: Class 29 contains 17228 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3891 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 10970 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5302 members 
Mstep: Class 48 contains 29385 members 
Mstep: Class 49 contains 20801 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067728.000000 Penalty: 165219.093750
Iteration 251Q: 50 clusters Score -1.150677e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80564 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67294 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 75362 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88136 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13495 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 36564 members 
Mstep: Class 23 contains 93712 members 
Mstep: Class 25 contains 7851 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9729 members 
Mstep: Class 29 contains 17230 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3891 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 9633 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7964 members 
Mstep: Class 43 contains 10979 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5303 members 
Mstep: Class 48 contains 29388 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067720.000000 Penalty: 165219.093750
Iteration 252Q: 50 clusters Score -1.150677e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80566 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67294 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 75350 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88136 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 93725 members 
Mstep: Class 25 contains 7846 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9715 members 
Mstep: Class 29 contains 17237 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3893 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7964 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5304 members 
Mstep: Class 48 contains 29387 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067744.000000 Penalty: 165219.093750
Iteration 253Q: 50 clusters Score -1.150677e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 8366 members 
Mstep: Class 6 contains 80575 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67294 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 3074 members 
Mstep: Class 13 contains 75334 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88135 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13517 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 93730 members 
Mstep: Class 25 contains 7844 members 
Mstep: Class 26 contains 29674 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9706 members 
Mstep: Class 29 contains 17240 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29132 members 
Mstep: Class 34 contains 7617 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3893 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6786 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10981 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5306 members 
Mstep: Class 48 contains 29391 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067768.000000 Penalty: 165219.093750
Iteration 254Q: 50 clusters Score -1.150678e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80581 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67293 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 3070 members 
Mstep: Class 13 contains 75319 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88136 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13522 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 93740 members 
Mstep: Class 25 contains 7839 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9697 members 
Mstep: Class 29 contains 17246 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29133 members 
Mstep: Class 34 contains 7616 members 
Mstep: Class 35 contains 703 members 
Mstep: Class 36 contains 3894 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6787 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7968 members 
Mstep: Class 43 contains 10981 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5307 members 
Mstep: Class 48 contains 29395 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067752.000000 Penalty: 165219.093750
Iteration 255Q: 50 clusters Score -1.150678e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14311 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80581 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67292 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 75307 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88135 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13525 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12729 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 93749 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 29673 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9691 members 
Mstep: Class 29 contains 17249 members 
Mstep: Class 30 contains 6312 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11026 members 
Mstep: Class 33 contains 29135 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3894 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6788 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5307 members 
Mstep: Class 48 contains 29400 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067768.000000 Penalty: 165219.093750
Iteration 256Q: 50 clusters Score -1.150678e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14310 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 80576 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67291 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3062 members 
Mstep: Class 13 contains 75299 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88130 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13530 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12728 members 
Mstep: Class 22 contains 36563 members 
Mstep: Class 23 contains 93759 members 
Mstep: Class 25 contains 7845 members 
Mstep: Class 26 contains 29674 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9692 members 
Mstep: Class 29 contains 17252 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29132 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3896 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6790 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7964 members 
Mstep: Class 43 contains 10979 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5306 members 
Mstep: Class 48 contains 29407 members 
Mstep: Class 49 contains 20803 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067776.000000 Penalty: 165219.093750
Iteration 257Q: 50 clusters Score -1.150678e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80572 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67288 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 75283 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88131 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13533 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 93767 members 
Mstep: Class 25 contains 7843 members 
Mstep: Class 26 contains 29674 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9690 members 
Mstep: Class 29 contains 17257 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7614 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3898 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6791 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7960 members 
Mstep: Class 43 contains 10981 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5307 members 
Mstep: Class 48 contains 29418 members 
Mstep: Class 49 contains 20803 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067872.000000 Penalty: 165219.093750
Iteration 258Q: 50 clusters Score -1.150679e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80580 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67287 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 75271 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88125 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13536 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12720 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 93765 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9689 members 
Mstep: Class 29 contains 17256 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7613 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3899 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6792 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7961 members 
Mstep: Class 43 contains 10983 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5306 members 
Mstep: Class 48 contains 29426 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067872.000000 Penalty: 165219.093750
Iteration 259Q: 50 clusters Score -1.150679e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14312 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80590 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67285 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3056 members 
Mstep: Class 13 contains 75267 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88125 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13539 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12718 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 93769 members 
Mstep: Class 25 contains 7848 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9674 members 
Mstep: Class 29 contains 17258 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3899 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6794 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 10981 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5309 members 
Mstep: Class 48 contains 29429 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067920.000000 Penalty: 165219.093750
Iteration 260F: 50 clusters Score -1.150679e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14313 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80596 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67282 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 75260 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88123 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 36562 members 
Mstep: Class 23 contains 93779 members 
Mstep: Class 25 contains 7852 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6529 members 
Mstep: Class 28 contains 9657 members 
Mstep: Class 29 contains 17263 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29129 members 
Mstep: Class 34 contains 7611 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3900 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6798 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 10982 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5311 members 
Mstep: Class 48 contains 29430 members 
Mstep: Class 49 contains 20802 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067888.000000 Penalty: 165219.093750
Iteration 261Q: 50 clusters Score -1.150679e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80592 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 67280 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 75258 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 88114 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 12712 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 93788 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 29675 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9646 members 
Mstep: Class 29 contains 17268 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7611 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3902 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7962 members 
Mstep: Class 43 contains 10985 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5312 members 
Mstep: Class 48 contains 29436 members 
Mstep: Class 49 contains 20803 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067888.000000 Penalty: 165219.093750
Iteration 262Q: 50 clusters Score -1.150679e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14314 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80590 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67278 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 3054 members 
Mstep: Class 13 contains 75253 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 651 members 
Mstep: Class 16 contains 88109 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 12711 members 
Mstep: Class 22 contains 36558 members 
Mstep: Class 23 contains 93793 members 
Mstep: Class 25 contains 7856 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9638 members 
Mstep: Class 29 contains 17271 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7610 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3902 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7963 members 
Mstep: Class 43 contains 10989 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2905 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5314 members 
Mstep: Class 48 contains 29441 members 
Mstep: Class 49 contains 20805 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067840.000000 Penalty: 165219.093750
Iteration 263Q: 50 clusters Score -1.150678e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80591 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67275 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9851 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 75242 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 88107 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 36557 members 
Mstep: Class 23 contains 93797 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9632 members 
Mstep: Class 29 contains 17276 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11027 members 
Mstep: Class 33 contains 29134 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3902 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7965 members 
Mstep: Class 43 contains 10993 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5312 members 
Mstep: Class 48 contains 29444 members 
Mstep: Class 49 contains 20807 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067904.000000 Penalty: 165219.093750
Iteration 264Q: 50 clusters Score -1.150679e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14316 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80589 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67274 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 75232 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 88106 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13542 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12709 members 
Mstep: Class 22 contains 36558 members 
Mstep: Class 23 contains 93798 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9635 members 
Mstep: Class 29 contains 17280 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29137 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3903 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7965 members 
Mstep: Class 43 contains 10994 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5313 members 
Mstep: Class 48 contains 29446 members 
Mstep: Class 49 contains 20808 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067848.000000 Penalty: 165219.093750
Iteration 265Q: 50 clusters Score -1.150678e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14316 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80589 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67273 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9849 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 75232 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 88104 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13541 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 93797 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9637 members 
Mstep: Class 29 contains 17281 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29138 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3903 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 10994 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5314 members 
Mstep: Class 48 contains 29447 members 
Mstep: Class 49 contains 20810 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067856.000000 Penalty: 165219.093750
Iteration 266Q: 50 clusters Score -1.150679e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80587 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67274 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9849 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 75230 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88104 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13542 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36561 members 
Mstep: Class 23 contains 93793 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9640 members 
Mstep: Class 29 contains 17281 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3904 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5315 members 
Mstep: Class 48 contains 29450 members 
Mstep: Class 49 contains 20812 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067920.000000 Penalty: 165219.093750
Iteration 267Q: 50 clusters Score -1.150679e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80586 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3762 members 
Mstep: Class 9 contains 67274 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9849 members 
Mstep: Class 12 contains 3048 members 
Mstep: Class 13 contains 75226 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88105 members 
Mstep: Class 17 contains 11669 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 13543 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 93795 members 
Mstep: Class 25 contains 7856 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9637 members 
Mstep: Class 29 contains 17282 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3904 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10996 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5315 members 
Mstep: Class 48 contains 29452 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067888.000000 Penalty: 165219.093750
Iteration 268Q: 50 clusters Score -1.150679e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80585 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 67273 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 75223 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88105 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 93794 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9643 members 
Mstep: Class 29 contains 17283 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3905 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5316 members 
Mstep: Class 48 contains 29453 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067856.000000 Penalty: 165219.093750
Iteration 269Q: 50 clusters Score -1.150679e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80586 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 67273 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3046 members 
Mstep: Class 13 contains 75220 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88105 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93794 members 
Mstep: Class 25 contains 7854 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9642 members 
Mstep: Class 29 contains 17285 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29140 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3906 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6800 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5317 members 
Mstep: Class 48 contains 29453 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067944.000000 Penalty: 165219.093750
Iteration 270Q: 50 clusters Score -1.150679e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80590 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3759 members 
Mstep: Class 9 contains 67272 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3044 members 
Mstep: Class 13 contains 75221 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88104 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13545 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93797 members 
Mstep: Class 25 contains 7855 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9631 members 
Mstep: Class 29 contains 17285 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29141 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6801 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5319 members 
Mstep: Class 48 contains 29454 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067856.000000 Penalty: 165219.093750
Iteration 271Q: 50 clusters Score -1.150679e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80591 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 67271 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3041 members 
Mstep: Class 13 contains 75222 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88104 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13549 members 
Mstep: Class 20 contains 5117 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93800 members 
Mstep: Class 25 contains 7857 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9622 members 
Mstep: Class 29 contains 17285 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11028 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6802 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10996 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5320 members 
Mstep: Class 48 contains 29455 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067840.000000 Penalty: 165219.093750
Iteration 272Q: 50 clusters Score -1.150678e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80591 members 
Mstep: Class 7 contains 4363 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 67269 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3038 members 
Mstep: Class 13 contains 75226 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88106 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13551 members 
Mstep: Class 20 contains 5118 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93806 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9607 members 
Mstep: Class 29 contains 17284 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11029 members 
Mstep: Class 33 contains 29139 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 11435 members 
Mstep: Class 38 contains 6803 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10997 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5320 members 
Mstep: Class 48 contains 29456 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067840.000000 Penalty: 165219.093750
Iteration 273Q: 50 clusters Score -1.150678e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80594 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 67267 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3036 members 
Mstep: Class 13 contains 75227 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88105 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13553 members 
Mstep: Class 20 contains 5116 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93812 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9595 members 
Mstep: Class 29 contains 17286 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11030 members 
Mstep: Class 33 contains 29131 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6807 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8063 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10995 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5326 members 
Mstep: Class 48 contains 29457 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067864.000000 Penalty: 165219.093750
Iteration 274Q: 50 clusters Score -1.150679e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80594 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67265 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3033 members 
Mstep: Class 13 contains 75233 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88103 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13554 members 
Mstep: Class 20 contains 5115 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93815 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9584 members 
Mstep: Class 29 contains 17288 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11031 members 
Mstep: Class 33 contains 29129 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3907 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6807 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10997 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5331 members 
Mstep: Class 48 contains 29457 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067968.000000 Penalty: 165219.093750
Iteration 275Q: 50 clusters Score -1.15068e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80597 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67264 members 
Mstep: Class 10 contains 14556 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3031 members 
Mstep: Class 13 contains 75238 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88099 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13559 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93816 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9571 members 
Mstep: Class 29 contains 17289 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11034 members 
Mstep: Class 33 contains 29128 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6808 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 10996 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5333 members 
Mstep: Class 48 contains 29458 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067920.000000 Penalty: 165219.093750
Iteration 276Q: 50 clusters Score -1.150679e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80606 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14559 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3029 members 
Mstep: Class 13 contains 75240 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13562 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93818 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9553 members 
Mstep: Class 29 contains 17289 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29130 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3909 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6808 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11000 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5336 members 
Mstep: Class 48 contains 29458 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067960.000000 Penalty: 165219.093750
Iteration 277Q: 50 clusters Score -1.15068e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80605 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14559 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 75242 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13563 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93821 members 
Mstep: Class 25 contains 7858 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9545 members 
Mstep: Class 29 contains 17288 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29127 members 
Mstep: Class 34 contains 7608 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3910 members 
Mstep: Class 37 contains 11436 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11002 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5338 members 
Mstep: Class 48 contains 29460 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067776.000000 Penalty: 165219.093750
Iteration 278Q: 50 clusters Score -1.150678e+08 nChanged 48
Entering ConstructFrom: 
Score: -115067776.000000 Penalty: 165219.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -100032.492188 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -100032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98438.625000 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -98438.62 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -98954.585938 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -98954.59 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99125.812500 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -99125.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99262.703125 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -99262.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99416.921875 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -99416.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99462.304688 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -99462.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -99538.710938 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -99538.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -99655.609375 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -99655.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99692.875000 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -99692.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99743.460938 Penalty: 3360.581787
	Iteration 9Q: 3 clusters Score -99743.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99746.187500 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -99746.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -99746.187500 Penalty: 3360.581787
	Iteration 11F: 3 clusters Score -99746.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18080.675781 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18080.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17156.195312 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -17156.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17235.667969 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -17235.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17262.908203 Penalty: 2620.468994
	Iteration 2Q: 3 clusters Score -17262.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -17273.054688 Penalty: 2620.468994
	Iteration 3Q: 3 clusters Score -17273.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17305.443359 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -17305.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17333.845703 Penalty: 2620.468994
	Iteration 5Q: 3 clusters Score -17333.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17356.025391 Penalty: 2620.468994
	Iteration 6Q: 3 clusters Score -17356.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17356.025391 Penalty: 2620.468994
	Iteration 7F: 3 clusters Score -17356.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -405525.343750 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -405525.3 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 1412 members 
Entering Unmasked Estep 
Score: -402411.718750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -402411.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -403005.000000 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -403005 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -403187.000000 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -403187 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -403300.156250 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -403300.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -403397.031250 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -403397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -403498.718750 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -403498.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -403658.031250 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -403658 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -403810.687500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -403810.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -403940.437500 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -403940.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -404057.312500 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -404057.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -404177.187500 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -404177.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -404291.625000 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -404291.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404394.812500 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -404394.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404473.750000 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -404473.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -404582.312500 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -404582.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -404690.750000 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -404690.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404760.500000 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -404760.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -404859.312500 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -404859.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -405010.031250 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -405010 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -405203.875000 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -405203.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -405377.875000 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -405377.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -405441.781250 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -405441.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -405455.156250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -405455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -405459.750000 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -405459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -405459.843750 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -405459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -405461.750000 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -405461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -405461.750000 Penalty: 3945.716797
	Iteration 26F: 3 clusters Score -405461.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Entering Unmasked Estep 
Score: -2116802.500000 Penalty: 2373.127686
	Iteration 0F: 2 clusters Score -2116802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2106416.500000 Penalty: 4746.255371
	Iteration 0F: 3 clusters Score -2106416 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2109738.500000 Penalty: 4746.255371
	Iteration 1F: 3 clusters Score -2109738 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2110189.000000 Penalty: 4746.255371
	Iteration 2F: 3 clusters Score -2110189 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2110678.000000 Penalty: 4746.255371
	Iteration 3F: 3 clusters Score -2110678 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2111181.250000 Penalty: 4746.255371
	Iteration 4F: 3 clusters Score -2111181 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2111697.250000 Penalty: 4746.255371
	Iteration 5F: 3 clusters Score -2111697 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2112240.000000 Penalty: 4746.255371
	Iteration 6F: 3 clusters Score -2112240 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2112741.750000 Penalty: 4746.255371
	Iteration 7F: 3 clusters Score -2112742 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2113198.000000 Penalty: 4746.255371
	Iteration 8Q: 3 clusters Score -2113198 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2113637.000000 Penalty: 4746.255371
	Iteration 9Q: 3 clusters Score -2113637 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2113996.000000 Penalty: 4746.255371
	Iteration 10Q: 3 clusters Score -2113996 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2114221.500000 Penalty: 4746.255371
	Iteration 11Q: 3 clusters Score -2114222 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2114360.000000 Penalty: 4746.255371
	Iteration 12Q: 3 clusters Score -2114360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2114443.750000 Penalty: 4746.255371
	Iteration 13Q: 3 clusters Score -2114444 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2114500.750000 Penalty: 4746.255371
	Iteration 14Q: 3 clusters Score -2114501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2114529.750000 Penalty: 4746.255371
	Iteration 15Q: 3 clusters Score -2114530 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2114553.500000 Penalty: 4746.255371
	Iteration 16Q: 3 clusters Score -2114554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2114564.500000 Penalty: 4746.255371
	Iteration 17Q: 3 clusters Score -2114564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2114582.000000 Penalty: 4746.255371
	Iteration 18Q: 3 clusters Score -2114582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2114593.000000 Penalty: 4746.255371
	Iteration 19Q: 3 clusters Score -2114593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2114609.500000 Penalty: 4746.255371
	Iteration 20F: 3 clusters Score -2114610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2114613.500000 Penalty: 4746.255371
	Iteration 21Q: 3 clusters Score -2114614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2114617.500000 Penalty: 4746.255371
	Iteration 22Q: 3 clusters Score -2114618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2114630.500000 Penalty: 4746.255371
	Iteration 23Q: 3 clusters Score -2114630 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2114643.250000 Penalty: 4746.255371
	Iteration 24Q: 3 clusters Score -2114643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2114657.500000 Penalty: 4746.255371
	Iteration 25Q: 3 clusters Score -2114658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2114662.500000 Penalty: 4746.255371
	Iteration 26Q: 3 clusters Score -2114662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2114667.250000 Penalty: 4746.255371
	Iteration 27Q: 3 clusters Score -2114667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2114671.500000 Penalty: 4746.255371
	Iteration 28Q: 3 clusters Score -2114672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2114675.750000 Penalty: 4746.255371
	Iteration 29Q: 3 clusters Score -2114676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2114684.000000 Penalty: 4746.255371
	Iteration 30Q: 3 clusters Score -2114684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2114690.250000 Penalty: 4746.255371
	Iteration 31Q: 3 clusters Score -2114690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2114697.500000 Penalty: 4746.255371
	Iteration 32Q: 3 clusters Score -2114698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2114695.000000 Penalty: 4746.255371
	Iteration 33Q: 3 clusters Score -2114695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2114703.250000 Penalty: 4746.255371
	Iteration 34Q: 3 clusters Score -2114703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2114702.000000 Penalty: 4746.255371
	Iteration 35Q: 3 clusters Score -2114702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2114699.000000 Penalty: 4746.255371
	Iteration 36Q: 3 clusters Score -2114699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2114699.500000 Penalty: 4746.255371
	Iteration 37Q: 3 clusters Score -2114700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2114701.500000 Penalty: 4746.255371
	Iteration 38Q: 3 clusters Score -2114702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2114704.250000 Penalty: 4746.255371
	Iteration 39Q: 3 clusters Score -2114704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2114703.250000 Penalty: 4746.255371
	Iteration 40F: 3 clusters Score -2114703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2114702.500000 Penalty: 4746.255371
	Iteration 41Q: 3 clusters Score -2114702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2114701.500000 Penalty: 4746.255371
	Iteration 42Q: 3 clusters Score -2114702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2114702.000000 Penalty: 4746.255371
	Iteration 43Q: 3 clusters Score -2114702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2114702.250000 Penalty: 4746.255371
	Iteration 44Q: 3 clusters Score -2114702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2114701.750000 Penalty: 4746.255371
	Iteration 45Q: 3 clusters Score -2114702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2114701.750000 Penalty: 4746.255371
	Iteration 46F: 3 clusters Score -2114702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -1245343.625000 Penalty: 2239.889404
	Iteration 0F: 2 clusters Score -1245344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1238723.750000 Penalty: 4479.778809
	Iteration 0F: 3 clusters Score -1238724 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1240575.375000 Penalty: 4479.778809
	Iteration 1F: 3 clusters Score -1240575 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1240937.250000 Penalty: 4479.778809
	Iteration 2F: 3 clusters Score -1240937 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1241241.625000 Penalty: 4479.778809
	Iteration 3F: 3 clusters Score -1241242 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1241481.125000 Penalty: 4479.778809
	Iteration 4F: 3 clusters Score -1241481 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1241728.250000 Penalty: 4479.778809
	Iteration 5Q: 3 clusters Score -1241728 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1242005.875000 Penalty: 4479.778809
	Iteration 6Q: 3 clusters Score -1242006 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1242302.375000 Penalty: 4479.778809
	Iteration 7F: 3 clusters Score -1242302 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1242614.250000 Penalty: 4479.778809
	Iteration 8F: 3 clusters Score -1242614 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1242889.375000 Penalty: 4479.778809
	Iteration 9Q: 3 clusters Score -1242889 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1243150.375000 Penalty: 4479.778809
	Iteration 10Q: 3 clusters Score -1243150 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1243356.500000 Penalty: 4479.778809
	Iteration 11Q: 3 clusters Score -1243356 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1243508.750000 Penalty: 4479.778809
	Iteration 12Q: 3 clusters Score -1243509 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1243621.750000 Penalty: 4479.778809
	Iteration 13Q: 3 clusters Score -1243622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1243683.000000 Penalty: 4479.778809
	Iteration 14Q: 3 clusters Score -1243683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1243744.375000 Penalty: 4479.778809
	Iteration 15Q: 3 clusters Score -1243744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1243797.250000 Penalty: 4479.778809
	Iteration 16Q: 3 clusters Score -1243797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1243847.375000 Penalty: 4479.778809
	Iteration 17Q: 3 clusters Score -1243847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1243885.250000 Penalty: 4479.778809
	Iteration 18Q: 3 clusters Score -1243885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1243914.125000 Penalty: 4479.778809
	Iteration 19Q: 3 clusters Score -1243914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1243940.750000 Penalty: 4479.778809
	Iteration 20F: 3 clusters Score -1243941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1243967.250000 Penalty: 4479.778809
	Iteration 21Q: 3 clusters Score -1243967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1243981.125000 Penalty: 4479.778809
	Iteration 22Q: 3 clusters Score -1243981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1243994.500000 Penalty: 4479.778809
	Iteration 23Q: 3 clusters Score -1243994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1244007.625000 Penalty: 4479.778809
	Iteration 24Q: 3 clusters Score -1244008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1244010.750000 Penalty: 4479.778809
	Iteration 25Q: 3 clusters Score -1244011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1244017.375000 Penalty: 4479.778809
	Iteration 26Q: 3 clusters Score -1244017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1244020.500000 Penalty: 4479.778809
	Iteration 27Q: 3 clusters Score -1244020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1244024.875000 Penalty: 4479.778809
	Iteration 28Q: 3 clusters Score -1244025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1244030.875000 Penalty: 4479.778809
	Iteration 29Q: 3 clusters Score -1244031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1244035.875000 Penalty: 4479.778809
	Iteration 30Q: 3 clusters Score -1244036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1244039.375000 Penalty: 4479.778809
	Iteration 31Q: 3 clusters Score -1244039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1244046.125000 Penalty: 4479.778809
	Iteration 32Q: 3 clusters Score -1244046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1244050.000000 Penalty: 4479.778809
	Iteration 33Q: 3 clusters Score -1244050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1244053.750000 Penalty: 4479.778809
	Iteration 34Q: 3 clusters Score -1244054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1244057.750000 Penalty: 4479.778809
	Iteration 35Q: 3 clusters Score -1244058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1244060.750000 Penalty: 4479.778809
	Iteration 36Q: 3 clusters Score -1244061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1244064.625000 Penalty: 4479.778809
	Iteration 37Q: 3 clusters Score -1244065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1244067.875000 Penalty: 4479.778809
	Iteration 38Q: 3 clusters Score -1244068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1244076.125000 Penalty: 4479.778809
	Iteration 39Q: 3 clusters Score -1244076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1244079.250000 Penalty: 4479.778809
	Iteration 40F: 3 clusters Score -1244079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1244080.750000 Penalty: 4479.778809
	Iteration 41Q: 3 clusters Score -1244081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1244084.625000 Penalty: 4479.778809
	Iteration 42Q: 3 clusters Score -1244085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1244083.125000 Penalty: 4479.778809
	Iteration 43Q: 3 clusters Score -1244083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1244085.000000 Penalty: 4479.778809
	Iteration 44Q: 3 clusters Score -1244085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1244085.000000 Penalty: 4479.778809
	Iteration 45F: 3 clusters Score -1244085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80605 members 
Entering Unmasked Estep 
Score: -12016194.000000 Penalty: 2801.734375
	Iteration 0F: 2 clusters Score -1.201619e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -11962172.000000 Penalty: 5603.468750
	Iteration 0F: 3 clusters Score -1.196217e+07 nChanged 37858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -11983298.000000 Penalty: 5603.468750
	Iteration 1F: 3 clusters Score -1.19833e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -11983937.000000 Penalty: 5603.468750
	Iteration 2Q: 3 clusters Score -1.198394e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -11984524.000000 Penalty: 5603.468750
	Iteration 3Q: 3 clusters Score -1.198452e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -11985014.000000 Penalty: 5603.468750
	Iteration 4Q: 3 clusters Score -1.198501e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -11985598.000000 Penalty: 5603.468750
	Iteration 5Q: 3 clusters Score -1.19856e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -11986180.000000 Penalty: 5603.468750
	Iteration 6Q: 3 clusters Score -1.198618e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -11986813.000000 Penalty: 5603.468750
	Iteration 7Q: 3 clusters Score -1.198681e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -11987824.000000 Penalty: 5603.468750
	Iteration 8Q: 3 clusters Score -1.198782e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -11989552.000000 Penalty: 5603.468750
	Iteration 9Q: 3 clusters Score -1.198955e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -11992317.000000 Penalty: 5603.468750
	Iteration 10F: 3 clusters Score -1.199232e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -11996645.000000 Penalty: 5603.468750
	Iteration 11F: 3 clusters Score -1.199664e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -12002074.000000 Penalty: 5603.468750
	Iteration 12F: 3 clusters Score -1.200207e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -12007598.000000 Penalty: 5603.468750
	Iteration 13F: 3 clusters Score -1.20076e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 76309 members 
Entering Unmasked Estep 
Score: -12011342.000000 Penalty: 5603.468750
	Iteration 14Q: 3 clusters Score -1.201134e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -12013327.000000 Penalty: 5603.468750
	Iteration 15Q: 3 clusters Score -1.201333e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -12014066.000000 Penalty: 5603.468750
	Iteration 16Q: 3 clusters Score -1.201407e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 79471 members 
Entering Unmasked Estep 
Score: -12014297.000000 Penalty: 5603.468750
	Iteration 17Q: 3 clusters Score -1.20143e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 79613 members 
Entering Unmasked Estep 
Score: -12014464.000000 Penalty: 5603.468750
	Iteration 18Q: 3 clusters Score -1.201446e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -12014533.000000 Penalty: 5603.468750
	Iteration 19Q: 3 clusters Score -1.201453e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -12014578.000000 Penalty: 5603.468750
	Iteration 20F: 3 clusters Score -1.201458e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -12014615.000000 Penalty: 5603.468750
	Iteration 21Q: 3 clusters Score -1.201462e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -12014662.000000 Penalty: 5603.468750
	Iteration 22Q: 3 clusters Score -1.201466e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -12014681.000000 Penalty: 5603.468750
	Iteration 23Q: 3 clusters Score -1.201468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -12014709.000000 Penalty: 5603.468750
	Iteration 24Q: 3 clusters Score -1.201471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -12014709.000000 Penalty: 5603.468750
	Iteration 25Q: 3 clusters Score -1.201471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -12014701.000000 Penalty: 5603.468750
	Iteration 26Q: 3 clusters Score -1.20147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -12014712.000000 Penalty: 5603.468750
	Iteration 27Q: 3 clusters Score -1.201471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -12014709.000000 Penalty: 5603.468750
	Iteration 28Q: 3 clusters Score -1.201471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -12014718.000000 Penalty: 5603.468750
	Iteration 29Q: 3 clusters Score -1.201472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 79763 members 
Entering Unmasked Estep 
Score: -12014718.000000 Penalty: 5603.468750
	Iteration 30Q: 3 clusters Score -1.201472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79761 members 
Entering Unmasked Estep 
Score: -12014722.000000 Penalty: 5603.468750
	Iteration 31Q: 3 clusters Score -1.201472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -12014717.000000 Penalty: 5603.468750
	Iteration 32Q: 3 clusters Score -1.201472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -12014717.000000 Penalty: 5603.468750
	Iteration 33F: 3 clusters Score -1.201472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -604289.437500 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -604289.4 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 2222 members 
Entering Unmasked Estep 
Score: -600199.187500 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -600199.2 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -601223.062500 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -601223.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -601579.312500 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -601579.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -601912.000000 Penalty: 4157.047852
	Iteration 3F: 3 clusters Score -601912 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -602191.250000 Penalty: 4157.047852
	Iteration 4F: 3 clusters Score -602191.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -602386.500000 Penalty: 4157.047852
	Iteration 5F: 3 clusters Score -602386.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -602559.812500 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -602559.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -602751.437500 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -602751.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -602940.500000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -602940.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -603102.687500 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -603102.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -603217.625000 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -603217.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -603305.937500 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -603305.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -603351.312500 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -603351.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -603380.187500 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -603380.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -603397.000000 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -603397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -603409.000000 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -603409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -603420.187500 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -603420.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -603432.062500 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -603432.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -603445.437500 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -603445.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -603463.687500 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -603463.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -603480.937500 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -603480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -603495.187500 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -603495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -603501.187500 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -603501.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -603505.812500 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -603505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -603515.187500 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -603515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -603522.875000 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -603522.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -603533.750000 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -603533.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -603538.625000 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -603538.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -603541.375000 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -603541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -603544.687500 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -603544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -603545.625000 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -603545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -603546.625000 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -603546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -603550.000000 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -603550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -603554.375000 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -603554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -603558.562500 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -603558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -603560.937500 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -603560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -603564.625000 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -603564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -603566.625000 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -603566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -603567.562500 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -603567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -603569.500000 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -603569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -603571.125000 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -603571.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -603571.125000 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -603571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -603571.875000 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -603571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -603571.875000 Penalty: 4157.047852
	Iteration 43F: 3 clusters Score -603571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -497638.531250 Penalty: 2041.315186
	Iteration 0F: 2 clusters Score -497638.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -493997.031250 Penalty: 4082.630371
	Iteration 0F: 3 clusters Score -493997 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -495023.187500 Penalty: 4082.630371
	Iteration 1F: 3 clusters Score -495023.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -495504.750000 Penalty: 4082.630371
	Iteration 2F: 3 clusters Score -495504.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -495957.687500 Penalty: 4082.630371
	Iteration 3F: 3 clusters Score -495957.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -496342.125000 Penalty: 4082.630371
	Iteration 4F: 3 clusters Score -496342.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -496588.875000 Penalty: 4082.630371
	Iteration 5F: 3 clusters Score -496588.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -496720.531250 Penalty: 4082.630371
	Iteration 6Q: 3 clusters Score -496720.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -496840.906250 Penalty: 4082.630371
	Iteration 7Q: 3 clusters Score -496840.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -496919.375000 Penalty: 4082.630371
	Iteration 8Q: 3 clusters Score -496919.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -496974.062500 Penalty: 4082.630371
	Iteration 9Q: 3 clusters Score -496974.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -497009.281250 Penalty: 4082.630371
	Iteration 10Q: 3 clusters Score -497009.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -497035.062500 Penalty: 4082.630371
	Iteration 11Q: 3 clusters Score -497035.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -497046.656250 Penalty: 4082.630371
	Iteration 12Q: 3 clusters Score -497046.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -497051.937500 Penalty: 4082.630371
	Iteration 13Q: 3 clusters Score -497051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -497055.718750 Penalty: 4082.630371
	Iteration 14Q: 3 clusters Score -497055.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -497056.875000 Penalty: 4082.630371
	Iteration 15Q: 3 clusters Score -497056.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -497058.593750 Penalty: 4082.630371
	Iteration 16Q: 3 clusters Score -497058.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -497059.906250 Penalty: 4082.630371
	Iteration 17Q: 3 clusters Score -497059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -497060.500000 Penalty: 4082.630371
	Iteration 18Q: 3 clusters Score -497060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -497060.500000 Penalty: 4082.630371
	Iteration 19F: 3 clusters Score -497060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Entering Unmasked Estep 
Score: -10053894.000000 Penalty: 2756.858643
	Iteration 0F: 2 clusters Score -1.005389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -10009018.000000 Penalty: 5513.717285
	Iteration 0F: 3 clusters Score -1.000902e+07 nChanged 31425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -10027053.000000 Penalty: 5513.717285
	Iteration 1F: 3 clusters Score -1.002705e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -10028670.000000 Penalty: 5513.717285
	Iteration 2Q: 3 clusters Score -1.002867e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -10030587.000000 Penalty: 5513.717285
	Iteration 3F: 3 clusters Score -1.003059e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -10032777.000000 Penalty: 5513.717285
	Iteration 4F: 3 clusters Score -1.003278e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -10035251.000000 Penalty: 5513.717285
	Iteration 5F: 3 clusters Score -1.003525e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -10037797.000000 Penalty: 5513.717285
	Iteration 6F: 3 clusters Score -1.00378e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -10040118.000000 Penalty: 5513.717285
	Iteration 7F: 3 clusters Score -1.004012e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -10042107.000000 Penalty: 5513.717285
	Iteration 8F: 3 clusters Score -1.004211e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -10043604.000000 Penalty: 5513.717285
	Iteration 9Q: 3 clusters Score -1.00436e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -10044831.000000 Penalty: 5513.717285
	Iteration 10Q: 3 clusters Score -1.004483e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -10045843.000000 Penalty: 5513.717285
	Iteration 11Q: 3 clusters Score -1.004584e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -10046774.000000 Penalty: 5513.717285
	Iteration 12Q: 3 clusters Score -1.004677e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -10047503.000000 Penalty: 5513.717285
	Iteration 13Q: 3 clusters Score -1.00475e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -10048138.000000 Penalty: 5513.717285
	Iteration 14Q: 3 clusters Score -1.004814e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -10048605.000000 Penalty: 5513.717285
	Iteration 15Q: 3 clusters Score -1.00486e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -10048970.000000 Penalty: 5513.717285
	Iteration 16Q: 3 clusters Score -1.004897e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10049292.000000 Penalty: 5513.717285
	Iteration 17Q: 3 clusters Score -1.004929e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -10049544.000000 Penalty: 5513.717285
	Iteration 18Q: 3 clusters Score -1.004954e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -10049683.000000 Penalty: 5513.717285
	Iteration 19Q: 3 clusters Score -1.004968e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -10049861.000000 Penalty: 5513.717285
	Iteration 20F: 3 clusters Score -1.004986e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -10049983.000000 Penalty: 5513.717285
	Iteration 21Q: 3 clusters Score -1.004998e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -10050089.000000 Penalty: 5513.717285
	Iteration 22Q: 3 clusters Score -1.005009e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -10050168.000000 Penalty: 5513.717285
	Iteration 23Q: 3 clusters Score -1.005017e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -10050239.000000 Penalty: 5513.717285
	Iteration 24Q: 3 clusters Score -1.005024e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -10050308.000000 Penalty: 5513.717285
	Iteration 25Q: 3 clusters Score -1.005031e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -10050397.000000 Penalty: 5513.717285
	Iteration 26Q: 3 clusters Score -1.00504e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -10050439.000000 Penalty: 5513.717285
	Iteration 27Q: 3 clusters Score -1.005044e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -10050455.000000 Penalty: 5513.717285
	Iteration 28Q: 3 clusters Score -1.005046e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -10050503.000000 Penalty: 5513.717285
	Iteration 29Q: 3 clusters Score -1.00505e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -10050558.000000 Penalty: 5513.717285
	Iteration 30Q: 3 clusters Score -1.005056e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -10050588.000000 Penalty: 5513.717285
	Iteration 31Q: 3 clusters Score -1.005059e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -10050588.000000 Penalty: 5513.717285
	Iteration 32Q: 3 clusters Score -1.005059e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -10050630.000000 Penalty: 5513.717285
	Iteration 33Q: 3 clusters Score -1.005063e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -10050622.000000 Penalty: 5513.717285
	Iteration 34Q: 3 clusters Score -1.005062e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 58715 members 
Entering Unmasked Estep 
Score: -10050636.000000 Penalty: 5513.717285
	Iteration 35Q: 3 clusters Score -1.005064e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -10050659.000000 Penalty: 5513.717285
	Iteration 36Q: 3 clusters Score -1.005066e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 59057 members 
Entering Unmasked Estep 
Score: -10050681.000000 Penalty: 5513.717285
	Iteration 37Q: 3 clusters Score -1.005068e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -10050709.000000 Penalty: 5513.717285
	Iteration 38Q: 3 clusters Score -1.005071e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -10050750.000000 Penalty: 5513.717285
	Iteration 39Q: 3 clusters Score -1.005075e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -10050785.000000 Penalty: 5513.717285
	Iteration 40F: 3 clusters Score -1.005078e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -10050787.000000 Penalty: 5513.717285
	Iteration 41Q: 3 clusters Score -1.005079e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -10050842.000000 Penalty: 5513.717285
	Iteration 42Q: 3 clusters Score -1.005084e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -10050883.000000 Penalty: 5513.717285
	Iteration 43Q: 3 clusters Score -1.005088e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 60052 members 
Entering Unmasked Estep 
Score: -10050879.000000 Penalty: 5513.717285
	Iteration 44Q: 3 clusters Score -1.005088e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -10050920.000000 Penalty: 5513.717285
	Iteration 45Q: 3 clusters Score -1.005092e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -10050925.000000 Penalty: 5513.717285
	Iteration 46Q: 3 clusters Score -1.005092e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -10050944.000000 Penalty: 5513.717285
	Iteration 47Q: 3 clusters Score -1.005094e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -10050969.000000 Penalty: 5513.717285
	Iteration 48Q: 3 clusters Score -1.005097e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -10050986.000000 Penalty: 5513.717285
	Iteration 49Q: 3 clusters Score -1.005099e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -10051005.000000 Penalty: 5513.717285
	Iteration 50Q: 3 clusters Score -1.0051e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 60774 members 
Entering Unmasked Estep 
Score: -10051003.000000 Penalty: 5513.717285
	Iteration 51Q: 3 clusters Score -1.0051e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -10051025.000000 Penalty: 5513.717285
	Iteration 52Q: 3 clusters Score -1.005102e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -10051015.000000 Penalty: 5513.717285
	Iteration 53Q: 3 clusters Score -1.005102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 61044 members 
Entering Unmasked Estep 
Score: -10051059.000000 Penalty: 5513.717285
	Iteration 54Q: 3 clusters Score -1.005106e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -10051071.000000 Penalty: 5513.717285
	Iteration 55Q: 3 clusters Score -1.005107e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -10051067.000000 Penalty: 5513.717285
	Iteration 56Q: 3 clusters Score -1.005107e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -10051109.000000 Penalty: 5513.717285
	Iteration 57Q: 3 clusters Score -1.005111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -10051114.000000 Penalty: 5513.717285
	Iteration 58Q: 3 clusters Score -1.005111e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -10051143.000000 Penalty: 5513.717285
	Iteration 59Q: 3 clusters Score -1.005114e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -10051149.000000 Penalty: 5513.717285
	Iteration 60F: 3 clusters Score -1.005115e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 61646 members 
Entering Unmasked Estep 
Score: -10051181.000000 Penalty: 5513.717285
	Iteration 61Q: 3 clusters Score -1.005118e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -10051192.000000 Penalty: 5513.717285
	Iteration 62Q: 3 clusters Score -1.005119e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -10051188.000000 Penalty: 5513.717285
	Iteration 63Q: 3 clusters Score -1.005119e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -10051185.000000 Penalty: 5513.717285
	Iteration 64Q: 3 clusters Score -1.005118e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -10051212.000000 Penalty: 5513.717285
	Iteration 65Q: 3 clusters Score -1.005121e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -10051229.000000 Penalty: 5513.717285
	Iteration 66Q: 3 clusters Score -1.005123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -10051230.000000 Penalty: 5513.717285
	Iteration 67Q: 3 clusters Score -1.005123e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -10051245.000000 Penalty: 5513.717285
	Iteration 68Q: 3 clusters Score -1.005124e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -10051260.000000 Penalty: 5513.717285
	Iteration 69Q: 3 clusters Score -1.005126e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 62399 members 
Entering Unmasked Estep 
Score: -10051268.000000 Penalty: 5513.717285
	Iteration 70Q: 3 clusters Score -1.005127e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -10051278.000000 Penalty: 5513.717285
	Iteration 71Q: 3 clusters Score -1.005128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -10051279.000000 Penalty: 5513.717285
	Iteration 72Q: 3 clusters Score -1.005128e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -10051288.000000 Penalty: 5513.717285
	Iteration 73Q: 3 clusters Score -1.005129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -10051308.000000 Penalty: 5513.717285
	Iteration 74Q: 3 clusters Score -1.005131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 62697 members 
Entering Unmasked Estep 
Score: -10051315.000000 Penalty: 5513.717285
	Iteration 75Q: 3 clusters Score -1.005132e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -10051321.000000 Penalty: 5513.717285
	Iteration 76Q: 3 clusters Score -1.005132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -10051330.000000 Penalty: 5513.717285
	Iteration 77Q: 3 clusters Score -1.005133e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 62885 members 
Entering Unmasked Estep 
Score: -10051334.000000 Penalty: 5513.717285
	Iteration 78Q: 3 clusters Score -1.005133e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -10051361.000000 Penalty: 5513.717285
	Iteration 79Q: 3 clusters Score -1.005136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -10051344.000000 Penalty: 5513.717285
	Iteration 80F: 3 clusters Score -1.005134e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -10051351.000000 Penalty: 5513.717285
	Iteration 81Q: 3 clusters Score -1.005135e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -10051370.000000 Penalty: 5513.717285
	Iteration 82Q: 3 clusters Score -1.005137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -10051380.000000 Penalty: 5513.717285
	Iteration 83Q: 3 clusters Score -1.005138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -10051412.000000 Penalty: 5513.717285
	Iteration 84Q: 3 clusters Score -1.005141e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 63149 members 
Entering Unmasked Estep 
Score: -10051396.000000 Penalty: 5513.717285
	Iteration 85Q: 3 clusters Score -1.00514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -10051397.000000 Penalty: 5513.717285
	Iteration 86Q: 3 clusters Score -1.00514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -10051397.000000 Penalty: 5513.717285
	Iteration 87Q: 3 clusters Score -1.00514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -10051414.000000 Penalty: 5513.717285
	Iteration 88Q: 3 clusters Score -1.005141e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -10051411.000000 Penalty: 5513.717285
	Iteration 89Q: 3 clusters Score -1.005141e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -10051434.000000 Penalty: 5513.717285
	Iteration 90Q: 3 clusters Score -1.005143e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -10051437.000000 Penalty: 5513.717285
	Iteration 91Q: 3 clusters Score -1.005144e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
Score: -10051483.000000 Penalty: 5513.717285
	Iteration 92Q: 3 clusters Score -1.005148e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -10051493.000000 Penalty: 5513.717285
	Iteration 93Q: 3 clusters Score -1.005149e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 63697 members 
Entering Unmasked Estep 
Score: -10051510.000000 Penalty: 5513.717285
	Iteration 94Q: 3 clusters Score -1.005151e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -10051514.000000 Penalty: 5513.717285
	Iteration 95Q: 3 clusters Score -1.005151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -10051514.000000 Penalty: 5513.717285
	Iteration 96Q: 3 clusters Score -1.005151e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -10051525.000000 Penalty: 5513.717285
	Iteration 97Q: 3 clusters Score -1.005152e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -10051509.000000 Penalty: 5513.717285
	Iteration 98Q: 3 clusters Score -1.005151e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -10051520.000000 Penalty: 5513.717285
	Iteration 99Q: 3 clusters Score -1.005152e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -10051524.000000 Penalty: 5513.717285
	Iteration 100F: 3 clusters Score -1.005152e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -10051549.000000 Penalty: 5513.717285
	Iteration 101Q: 3 clusters Score -1.005155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -10051577.000000 Penalty: 5513.717285
	Iteration 102Q: 3 clusters Score -1.005158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 64210 members 
Entering Unmasked Estep 
Score: -10051584.000000 Penalty: 5513.717285
	Iteration 103Q: 3 clusters Score -1.005158e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -10051593.000000 Penalty: 5513.717285
	Iteration 104Q: 3 clusters Score -1.005159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -10051605.000000 Penalty: 5513.717285
	Iteration 105Q: 3 clusters Score -1.00516e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -10051609.000000 Penalty: 5513.717285
	Iteration 106Q: 3 clusters Score -1.005161e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -10051639.000000 Penalty: 5513.717285
	Iteration 107Q: 3 clusters Score -1.005164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 64449 members 
Entering Unmasked Estep 
Score: -10051652.000000 Penalty: 5513.717285
	Iteration 108Q: 3 clusters Score -1.005165e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -10051641.000000 Penalty: 5513.717285
	Iteration 109Q: 3 clusters Score -1.005164e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -10051661.000000 Penalty: 5513.717285
	Iteration 110Q: 3 clusters Score -1.005166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 64566 members 
Entering Unmasked Estep 
Score: -10051670.000000 Penalty: 5513.717285
	Iteration 111Q: 3 clusters Score -1.005167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -10051684.000000 Penalty: 5513.717285
	Iteration 112Q: 3 clusters Score -1.005168e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -10051690.000000 Penalty: 5513.717285
	Iteration 113Q: 3 clusters Score -1.005169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -10051692.000000 Penalty: 5513.717285
	Iteration 114Q: 3 clusters Score -1.005169e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -10051699.000000 Penalty: 5513.717285
	Iteration 115Q: 3 clusters Score -1.00517e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -10051696.000000 Penalty: 5513.717285
	Iteration 116Q: 3 clusters Score -1.00517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -10051699.000000 Penalty: 5513.717285
	Iteration 117Q: 3 clusters Score -1.00517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 64761 members 
Entering Unmasked Estep 
Score: -10051715.000000 Penalty: 5513.717285
	Iteration 118Q: 3 clusters Score -1.005172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -10051723.000000 Penalty: 5513.717285
	Iteration 119Q: 3 clusters Score -1.005172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -10051726.000000 Penalty: 5513.717285
	Iteration 120F: 3 clusters Score -1.005173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -10051735.000000 Penalty: 5513.717285
	Iteration 121Q: 3 clusters Score -1.005174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -10051727.000000 Penalty: 5513.717285
	Iteration 122Q: 3 clusters Score -1.005173e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -10051740.000000 Penalty: 5513.717285
	Iteration 123Q: 3 clusters Score -1.005174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -10051759.000000 Penalty: 5513.717285
	Iteration 124Q: 3 clusters Score -1.005176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -10051747.000000 Penalty: 5513.717285
	Iteration 125Q: 3 clusters Score -1.005175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -10051751.000000 Penalty: 5513.717285
	Iteration 126Q: 3 clusters Score -1.005175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -10051746.000000 Penalty: 5513.717285
	Iteration 127Q: 3 clusters Score -1.005175e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -10051764.000000 Penalty: 5513.717285
	Iteration 128Q: 3 clusters Score -1.005176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 65013 members 
Entering Unmasked Estep 
Score: -10051775.000000 Penalty: 5513.717285
	Iteration 129Q: 3 clusters Score -1.005178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -10051787.000000 Penalty: 5513.717285
	Iteration 130Q: 3 clusters Score -1.005179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10051789.000000 Penalty: 5513.717285
	Iteration 131Q: 3 clusters Score -1.005179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -10051823.000000 Penalty: 5513.717285
	Iteration 132Q: 3 clusters Score -1.005182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -10051820.000000 Penalty: 5513.717285
	Iteration 133Q: 3 clusters Score -1.005182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -10051827.000000 Penalty: 5513.717285
	Iteration 134Q: 3 clusters Score -1.005183e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -10051828.000000 Penalty: 5513.717285
	Iteration 135Q: 3 clusters Score -1.005183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -10051838.000000 Penalty: 5513.717285
	Iteration 136Q: 3 clusters Score -1.005184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -10051832.000000 Penalty: 5513.717285
	Iteration 137Q: 3 clusters Score -1.005183e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -10051838.000000 Penalty: 5513.717285
	Iteration 138Q: 3 clusters Score -1.005184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -10051857.000000 Penalty: 5513.717285
	Iteration 139Q: 3 clusters Score -1.005186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 65224 members 
Entering Unmasked Estep 
Score: -10051863.000000 Penalty: 5513.717285
	Iteration 140F: 3 clusters Score -1.005186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -10051856.000000 Penalty: 5513.717285
	Iteration 141Q: 3 clusters Score -1.005186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65237 members 
Entering Unmasked Estep 
Score: -10051873.000000 Penalty: 5513.717285
	Iteration 142Q: 3 clusters Score -1.005187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -10051873.000000 Penalty: 5513.717285
	Iteration 143Q: 3 clusters Score -1.005187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65246 members 
Entering Unmasked Estep 
Score: -10051863.000000 Penalty: 5513.717285
	Iteration 144Q: 3 clusters Score -1.005186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -10051859.000000 Penalty: 5513.717285
	Iteration 145Q: 3 clusters Score -1.005186e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -10051866.000000 Penalty: 5513.717285
	Iteration 146Q: 3 clusters Score -1.005187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -10051866.000000 Penalty: 5513.717285
	Iteration 147F: 3 clusters Score -1.005187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Entering Unmasked Estep 
Score: -2123716.250000 Penalty: 2377.336182
	Iteration 0F: 2 clusters Score -2123716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2113160.000000 Penalty: 4754.672363
	Iteration 0F: 3 clusters Score -2113160 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2116631.250000 Penalty: 4754.672363
	Iteration 1F: 3 clusters Score -2116631 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2117227.750000 Penalty: 4754.672363
	Iteration 2F: 3 clusters Score -2117228 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2117927.750000 Penalty: 4754.672363
	Iteration 3F: 3 clusters Score -2117928 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2118660.000000 Penalty: 4754.672363
	Iteration 4F: 3 clusters Score -2118660 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2119507.250000 Penalty: 4754.672363
	Iteration 5F: 3 clusters Score -2119507 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2120378.500000 Penalty: 4754.672363
	Iteration 6F: 3 clusters Score -2120378 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2121103.250000 Penalty: 4754.672363
	Iteration 7F: 3 clusters Score -2121103 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2121542.750000 Penalty: 4754.672363
	Iteration 8F: 3 clusters Score -2121543 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2121795.250000 Penalty: 4754.672363
	Iteration 9Q: 3 clusters Score -2121795 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2121950.500000 Penalty: 4754.672363
	Iteration 10Q: 3 clusters Score -2121950 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2122039.750000 Penalty: 4754.672363
	Iteration 11Q: 3 clusters Score -2122040 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2122087.500000 Penalty: 4754.672363
	Iteration 12Q: 3 clusters Score -2122088 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2122121.000000 Penalty: 4754.672363
	Iteration 13Q: 3 clusters Score -2122121 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2122146.500000 Penalty: 4754.672363
	Iteration 14Q: 3 clusters Score -2122146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2122171.000000 Penalty: 4754.672363
	Iteration 15Q: 3 clusters Score -2122171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2122180.250000 Penalty: 4754.672363
	Iteration 16Q: 3 clusters Score -2122180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2122191.750000 Penalty: 4754.672363
	Iteration 17Q: 3 clusters Score -2122192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2122202.750000 Penalty: 4754.672363
	Iteration 18Q: 3 clusters Score -2122203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2122210.250000 Penalty: 4754.672363
	Iteration 19Q: 3 clusters Score -2122210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2122217.750000 Penalty: 4754.672363
	Iteration 20F: 3 clusters Score -2122218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2122232.000000 Penalty: 4754.672363
	Iteration 21Q: 3 clusters Score -2122232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2122241.750000 Penalty: 4754.672363
	Iteration 22Q: 3 clusters Score -2122242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2122242.000000 Penalty: 4754.672363
	Iteration 23Q: 3 clusters Score -2122242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2122249.500000 Penalty: 4754.672363
	Iteration 24Q: 3 clusters Score -2122250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2122252.250000 Penalty: 4754.672363
	Iteration 25Q: 3 clusters Score -2122252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2122266.250000 Penalty: 4754.672363
	Iteration 26Q: 3 clusters Score -2122266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2122267.500000 Penalty: 4754.672363
	Iteration 27Q: 3 clusters Score -2122268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2122266.000000 Penalty: 4754.672363
	Iteration 28Q: 3 clusters Score -2122266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2122268.750000 Penalty: 4754.672363
	Iteration 29Q: 3 clusters Score -2122269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -2122276.250000 Penalty: 4754.672363
	Iteration 30Q: 3 clusters Score -2122276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2122283.500000 Penalty: 4754.672363
	Iteration 31Q: 3 clusters Score -2122284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -2122283.750000 Penalty: 4754.672363
	Iteration 32Q: 3 clusters Score -2122284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2122285.250000 Penalty: 4754.672363
	Iteration 33Q: 3 clusters Score -2122285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2122290.250000 Penalty: 4754.672363
	Iteration 34Q: 3 clusters Score -2122290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2122292.750000 Penalty: 4754.672363
	Iteration 35Q: 3 clusters Score -2122293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2122292.000000 Penalty: 4754.672363
	Iteration 36Q: 3 clusters Score -2122292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -2122294.750000 Penalty: 4754.672363
	Iteration 37Q: 3 clusters Score -2122295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2122298.250000 Penalty: 4754.672363
	Iteration 38Q: 3 clusters Score -2122298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2122297.750000 Penalty: 4754.672363
	Iteration 39Q: 3 clusters Score -2122298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2122293.000000 Penalty: 4754.672363
	Iteration 40F: 3 clusters Score -2122293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2122296.000000 Penalty: 4754.672363
	Iteration 41Q: 3 clusters Score -2122296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2122296.500000 Penalty: 4754.672363
	Iteration 42Q: 3 clusters Score -2122296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2122296.250000 Penalty: 4754.672363
	Iteration 43Q: 3 clusters Score -2122296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2122297.000000 Penalty: 4754.672363
	Iteration 44Q: 3 clusters Score -2122297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2122297.250000 Penalty: 4754.672363
	Iteration 45Q: 3 clusters Score -2122297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2122301.000000 Penalty: 4754.672363
	Iteration 46Q: 3 clusters Score -2122301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2122302.500000 Penalty: 4754.672363
	Iteration 47Q: 3 clusters Score -2122302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2122302.500000 Penalty: 4754.672363
	Iteration 48F: 3 clusters Score -2122302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -1444572.625000 Penalty: 2280.416260
	Iteration 0F: 2 clusters Score -1444573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1436949.750000 Penalty: 4560.832520
	Iteration 0F: 3 clusters Score -1436950 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1439256.125000 Penalty: 4560.832520
	Iteration 1F: 3 clusters Score -1439256 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1439550.000000 Penalty: 4560.832520
	Iteration 2F: 3 clusters Score -1439550 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1439790.125000 Penalty: 4560.832520
	Iteration 3Q: 3 clusters Score -1439790 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1440020.875000 Penalty: 4560.832520
	Iteration 4Q: 3 clusters Score -1440021 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1440234.500000 Penalty: 4560.832520
	Iteration 5Q: 3 clusters Score -1440234 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1440428.000000 Penalty: 4560.832520
	Iteration 6Q: 3 clusters Score -1440428 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1440582.125000 Penalty: 4560.832520
	Iteration 7Q: 3 clusters Score -1440582 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1440741.375000 Penalty: 4560.832520
	Iteration 8Q: 3 clusters Score -1440741 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1440874.750000 Penalty: 4560.832520
	Iteration 9Q: 3 clusters Score -1440875 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1440996.125000 Penalty: 4560.832520
	Iteration 10Q: 3 clusters Score -1440996 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1441106.625000 Penalty: 4560.832520
	Iteration 11Q: 3 clusters Score -1441107 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1441219.125000 Penalty: 4560.832520
	Iteration 12Q: 3 clusters Score -1441219 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1441316.250000 Penalty: 4560.832520
	Iteration 13Q: 3 clusters Score -1441316 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1441400.375000 Penalty: 4560.832520
	Iteration 14Q: 3 clusters Score -1441400 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1441469.875000 Penalty: 4560.832520
	Iteration 15Q: 3 clusters Score -1441470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1441527.750000 Penalty: 4560.832520
	Iteration 16Q: 3 clusters Score -1441528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1441573.875000 Penalty: 4560.832520
	Iteration 17Q: 3 clusters Score -1441574 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1441621.250000 Penalty: 4560.832520
	Iteration 18Q: 3 clusters Score -1441621 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1441669.875000 Penalty: 4560.832520
	Iteration 19Q: 3 clusters Score -1441670 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1441721.125000 Penalty: 4560.832520
	Iteration 20F: 3 clusters Score -1441721 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1441774.625000 Penalty: 4560.832520
	Iteration 21Q: 3 clusters Score -1441775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1441845.375000 Penalty: 4560.832520
	Iteration 22Q: 3 clusters Score -1441845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1441903.000000 Penalty: 4560.832520
	Iteration 23Q: 3 clusters Score -1441903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1441965.750000 Penalty: 4560.832520
	Iteration 24Q: 3 clusters Score -1441966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1442041.500000 Penalty: 4560.832520
	Iteration 25Q: 3 clusters Score -1442042 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1442131.125000 Penalty: 4560.832520
	Iteration 26Q: 3 clusters Score -1442131 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1442221.125000 Penalty: 4560.832520
	Iteration 27Q: 3 clusters Score -1442221 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1442289.625000 Penalty: 4560.832520
	Iteration 28Q: 3 clusters Score -1442290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1442357.625000 Penalty: 4560.832520
	Iteration 29Q: 3 clusters Score -1442358 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1442445.125000 Penalty: 4560.832520
	Iteration 30Q: 3 clusters Score -1442445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1442519.125000 Penalty: 4560.832520
	Iteration 31Q: 3 clusters Score -1442519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1442571.750000 Penalty: 4560.832520
	Iteration 32Q: 3 clusters Score -1442572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1442612.625000 Penalty: 4560.832520
	Iteration 33Q: 3 clusters Score -1442613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1442649.375000 Penalty: 4560.832520
	Iteration 34Q: 3 clusters Score -1442649 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1442671.125000 Penalty: 4560.832520
	Iteration 35Q: 3 clusters Score -1442671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1442686.000000 Penalty: 4560.832520
	Iteration 36Q: 3 clusters Score -1442686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1442698.000000 Penalty: 4560.832520
	Iteration 37Q: 3 clusters Score -1442698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1442711.625000 Penalty: 4560.832520
	Iteration 38Q: 3 clusters Score -1442712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1442721.000000 Penalty: 4560.832520
	Iteration 39Q: 3 clusters Score -1442721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1442730.625000 Penalty: 4560.832520
	Iteration 40F: 3 clusters Score -1442731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1442745.250000 Penalty: 4560.832520
	Iteration 41Q: 3 clusters Score -1442745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1442754.875000 Penalty: 4560.832520
	Iteration 42Q: 3 clusters Score -1442755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1442762.125000 Penalty: 4560.832520
	Iteration 43Q: 3 clusters Score -1442762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1442765.125000 Penalty: 4560.832520
	Iteration 44Q: 3 clusters Score -1442765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1442771.375000 Penalty: 4560.832520
	Iteration 45Q: 3 clusters Score -1442771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1442772.875000 Penalty: 4560.832520
	Iteration 46Q: 3 clusters Score -1442773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1442769.750000 Penalty: 4560.832520
	Iteration 47Q: 3 clusters Score -1442770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1442772.750000 Penalty: 4560.832520
	Iteration 48Q: 3 clusters Score -1442773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1442774.500000 Penalty: 4560.832520
	Iteration 49Q: 3 clusters Score -1442774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1442780.250000 Penalty: 4560.832520
	Iteration 50Q: 3 clusters Score -1442780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1442782.625000 Penalty: 4560.832520
	Iteration 51Q: 3 clusters Score -1442783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1442783.375000 Penalty: 4560.832520
	Iteration 52Q: 3 clusters Score -1442783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1442786.625000 Penalty: 4560.832520
	Iteration 53Q: 3 clusters Score -1442787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1442787.250000 Penalty: 4560.832520
	Iteration 54Q: 3 clusters Score -1442787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1442786.125000 Penalty: 4560.832520
	Iteration 55Q: 3 clusters Score -1442786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1442787.250000 Penalty: 4560.832520
	Iteration 56Q: 3 clusters Score -1442787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1442787.250000 Penalty: 4560.832520
	Iteration 57F: 3 clusters Score -1442787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -447320.781250 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -447320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -444081.437500 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -444081.4 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -444804.312500 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -444804.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -444991.625000 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -444991.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -445094.593750 Penalty: 3974.946289
	Iteration 3Q: 3 clusters Score -445094.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -445165.406250 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -445165.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -445221.875000 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -445221.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -445268.906250 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -445268.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -445309.531250 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -445309.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445342.187500 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -445342.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -445370.218750 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -445370.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -445409.718750 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -445409.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -445448.093750 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -445448.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -445480.906250 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -445480.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -445510.437500 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -445510.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -445535.562500 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -445535.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -445564.843750 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -445564.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -445592.843750 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -445592.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -445617.750000 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -445617.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -445642.187500 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -445642.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -445676.937500 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -445676.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -445716.093750 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -445716.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -445766.781250 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -445766.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -445804.531250 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -445804.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -445842.093750 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -445842.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -445870.687500 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -445870.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -445888.531250 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -445888.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -445901.281250 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -445901.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -445915.750000 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -445915.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -445932.593750 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -445932.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -445953.343750 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -445953.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -445973.937500 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -445973.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -445992.937500 Penalty: 3974.946289
	Iteration 31Q: 3 clusters Score -445992.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -446003.250000 Penalty: 3974.946289
	Iteration 32Q: 3 clusters Score -446003.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -446014.250000 Penalty: 3974.946289
	Iteration 33Q: 3 clusters Score -446014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -446022.718750 Penalty: 3974.946289
	Iteration 34Q: 3 clusters Score -446022.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -446031.968750 Penalty: 3974.946289
	Iteration 35Q: 3 clusters Score -446032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -446047.125000 Penalty: 3974.946289
	Iteration 36Q: 3 clusters Score -446047.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -446065.843750 Penalty: 3974.946289
	Iteration 37Q: 3 clusters Score -446065.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -446083.125000 Penalty: 3974.946289
	Iteration 38Q: 3 clusters Score -446083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -446097.718750 Penalty: 3974.946289
	Iteration 39Q: 3 clusters Score -446097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -446113.687500 Penalty: 3974.946289
	Iteration 40F: 3 clusters Score -446113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -446131.781250 Penalty: 3974.946289
	Iteration 41Q: 3 clusters Score -446131.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -446152.500000 Penalty: 3974.946289
	Iteration 42Q: 3 clusters Score -446152.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -446166.906250 Penalty: 3974.946289
	Iteration 43Q: 3 clusters Score -446166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -446179.406250 Penalty: 3974.946289
	Iteration 44Q: 3 clusters Score -446179.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -446188.531250 Penalty: 3974.946289
	Iteration 45Q: 3 clusters Score -446188.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -446194.343750 Penalty: 3974.946289
	Iteration 46Q: 3 clusters Score -446194.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -446199.187500 Penalty: 3974.946289
	Iteration 47Q: 3 clusters Score -446199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -446204.437500 Penalty: 3974.946289
	Iteration 48Q: 3 clusters Score -446204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -446210.093750 Penalty: 3974.946289
	Iteration 49Q: 3 clusters Score -446210.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -446215.312500 Penalty: 3974.946289
	Iteration 50Q: 3 clusters Score -446215.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -446218.343750 Penalty: 3974.946289
	Iteration 51Q: 3 clusters Score -446218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -446220.062500 Penalty: 3974.946289
	Iteration 52Q: 3 clusters Score -446220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -446222.500000 Penalty: 3974.946289
	Iteration 53Q: 3 clusters Score -446222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -446223.375000 Penalty: 3974.946289
	Iteration 54Q: 3 clusters Score -446223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -446224.312500 Penalty: 3974.946289
	Iteration 55Q: 3 clusters Score -446224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -446224.312500 Penalty: 3974.946289
	Iteration 56F: 3 clusters Score -446224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Entering Unmasked Estep 
Score: -10595901.000000 Penalty: 2784.652832
	Iteration 0F: 2 clusters Score -1.05959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -10545325.000000 Penalty: 5569.305664
	Iteration 0F: 3 clusters Score -1.054532e+07 nChanged 35387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -10566204.000000 Penalty: 5569.305664
	Iteration 1F: 3 clusters Score -1.05662e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -10567555.000000 Penalty: 5569.305664
	Iteration 2Q: 3 clusters Score -1.056756e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -10569200.000000 Penalty: 5569.305664
	Iteration 3Q: 3 clusters Score -1.05692e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -10571243.000000 Penalty: 5569.305664
	Iteration 4F: 3 clusters Score -1.057124e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -10573476.000000 Penalty: 5569.305664
	Iteration 5F: 3 clusters Score -1.057348e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -10575971.000000 Penalty: 5569.305664
	Iteration 6F: 3 clusters Score -1.057597e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -10578456.000000 Penalty: 5569.305664
	Iteration 7F: 3 clusters Score -1.057846e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -10580701.000000 Penalty: 5569.305664
	Iteration 8F: 3 clusters Score -1.05807e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -10582727.000000 Penalty: 5569.305664
	Iteration 9Q: 3 clusters Score -1.058273e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -10584617.000000 Penalty: 5569.305664
	Iteration 10Q: 3 clusters Score -1.058462e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 59702 members 
Entering Unmasked Estep 
Score: -10586435.000000 Penalty: 5569.305664
	Iteration 11Q: 3 clusters Score -1.058644e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 62452 members 
Entering Unmasked Estep 
Score: -10588221.000000 Penalty: 5569.305664
	Iteration 12Q: 3 clusters Score -1.058822e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -10589724.000000 Penalty: 5569.305664
	Iteration 13Q: 3 clusters Score -1.058972e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -10590987.000000 Penalty: 5569.305664
	Iteration 14Q: 3 clusters Score -1.059099e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -10592010.000000 Penalty: 5569.305664
	Iteration 15Q: 3 clusters Score -1.059201e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -10592760.000000 Penalty: 5569.305664
	Iteration 16Q: 3 clusters Score -1.059276e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -10593345.000000 Penalty: 5569.305664
	Iteration 17Q: 3 clusters Score -1.059334e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 71246 members 
Entering Unmasked Estep 
Score: -10593731.000000 Penalty: 5569.305664
	Iteration 18Q: 3 clusters Score -1.059373e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -10593961.000000 Penalty: 5569.305664
	Iteration 19Q: 3 clusters Score -1.059396e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -10594111.000000 Penalty: 5569.305664
	Iteration 20F: 3 clusters Score -1.059411e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -10594205.000000 Penalty: 5569.305664
	Iteration 21Q: 3 clusters Score -1.05942e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -10594267.000000 Penalty: 5569.305664
	Iteration 22Q: 3 clusters Score -1.059427e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -10594295.000000 Penalty: 5569.305664
	Iteration 23Q: 3 clusters Score -1.05943e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -10594310.000000 Penalty: 5569.305664
	Iteration 24Q: 3 clusters Score -1.059431e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -10594341.000000 Penalty: 5569.305664
	Iteration 25Q: 3 clusters Score -1.059434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 72710 members 
Entering Unmasked Estep 
Score: -10594392.000000 Penalty: 5569.305664
	Iteration 26Q: 3 clusters Score -1.059439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -10594425.000000 Penalty: 5569.305664
	Iteration 27Q: 3 clusters Score -1.059442e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -10594459.000000 Penalty: 5569.305664
	Iteration 28Q: 3 clusters Score -1.059446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -10594480.000000 Penalty: 5569.305664
	Iteration 29Q: 3 clusters Score -1.059448e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -10594499.000000 Penalty: 5569.305664
	Iteration 30Q: 3 clusters Score -1.05945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -10594497.000000 Penalty: 5569.305664
	Iteration 31Q: 3 clusters Score -1.05945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 72942 members 
Entering Unmasked Estep 
Score: -10594496.000000 Penalty: 5569.305664
	Iteration 32Q: 3 clusters Score -1.05945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 72969 members 
Entering Unmasked Estep 
Score: -10594502.000000 Penalty: 5569.305664
	Iteration 33Q: 3 clusters Score -1.05945e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -10594508.000000 Penalty: 5569.305664
	Iteration 34Q: 3 clusters Score -1.059451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -10594525.000000 Penalty: 5569.305664
	Iteration 35Q: 3 clusters Score -1.059452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -10594530.000000 Penalty: 5569.305664
	Iteration 36Q: 3 clusters Score -1.059453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -10594535.000000 Penalty: 5569.305664
	Iteration 37Q: 3 clusters Score -1.059454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -10594540.000000 Penalty: 5569.305664
	Iteration 38Q: 3 clusters Score -1.059454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -10594527.000000 Penalty: 5569.305664
	Iteration 39Q: 3 clusters Score -1.059453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -10594530.000000 Penalty: 5569.305664
	Iteration 40F: 3 clusters Score -1.059453e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -10594517.000000 Penalty: 5569.305664
	Iteration 41Q: 3 clusters Score -1.059452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -10594522.000000 Penalty: 5569.305664
	Iteration 42Q: 3 clusters Score -1.059452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -10594536.000000 Penalty: 5569.305664
	Iteration 43Q: 3 clusters Score -1.059454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -10594536.000000 Penalty: 5569.305664
	Iteration 44F: 3 clusters Score -1.059454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Entering Unmasked Estep 
Score: -783809.375000 Penalty: 2131.809082
	Iteration 0F: 2 clusters Score -783809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -779006.562500 Penalty: 4263.618164
	Iteration 0F: 3 clusters Score -779006.6 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -780317.312500 Penalty: 4263.618164
	Iteration 1F: 3 clusters Score -780317.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -780664.250000 Penalty: 4263.618164
	Iteration 2F: 3 clusters Score -780664.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -781012.500000 Penalty: 4263.618164
	Iteration 3F: 3 clusters Score -781012.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -781389.062500 Penalty: 4263.618164
	Iteration 4F: 3 clusters Score -781389.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -781858.187500 Penalty: 4263.618164
	Iteration 5F: 3 clusters Score -781858.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -782507.812500 Penalty: 4263.618164
	Iteration 6F: 3 clusters Score -782507.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -783143.687500 Penalty: 4263.618164
	Iteration 7F: 3 clusters Score -783143.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -783657.125000 Penalty: 4263.618164
	Iteration 8F: 3 clusters Score -783657.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -783921.750000 Penalty: 4263.618164
	Iteration 9Q: 3 clusters Score -783921.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -784020.937500 Penalty: 4263.618164
	Iteration 10Q: 3 clusters Score -784020.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -784055.125000 Penalty: 4263.618164
	Iteration 11Q: 3 clusters Score -784055.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -784069.937500 Penalty: 4263.618164
	Iteration 12Q: 3 clusters Score -784069.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -784081.750000 Penalty: 4263.618164
	Iteration 13Q: 3 clusters Score -784081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -784089.687500 Penalty: 4263.618164
	Iteration 14Q: 3 clusters Score -784089.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -784095.437500 Penalty: 4263.618164
	Iteration 15Q: 3 clusters Score -784095.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -784100.187500 Penalty: 4263.618164
	Iteration 16Q: 3 clusters Score -784100.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -784107.750000 Penalty: 4263.618164
	Iteration 17Q: 3 clusters Score -784107.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -784117.625000 Penalty: 4263.618164
	Iteration 18Q: 3 clusters Score -784117.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -784124.250000 Penalty: 4263.618164
	Iteration 19Q: 3 clusters Score -784124.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -784133.750000 Penalty: 4263.618164
	Iteration 20F: 3 clusters Score -784133.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -784137.812500 Penalty: 4263.618164
	Iteration 21Q: 3 clusters Score -784137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -784147.375000 Penalty: 4263.618164
	Iteration 22Q: 3 clusters Score -784147.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -784157.562500 Penalty: 4263.618164
	Iteration 23Q: 3 clusters Score -784157.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -784165.125000 Penalty: 4263.618164
	Iteration 24Q: 3 clusters Score -784165.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -784170.812500 Penalty: 4263.618164
	Iteration 25Q: 3 clusters Score -784170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -784175.000000 Penalty: 4263.618164
	Iteration 26Q: 3 clusters Score -784175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -784180.250000 Penalty: 4263.618164
	Iteration 27Q: 3 clusters Score -784180.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -784183.500000 Penalty: 4263.618164
	Iteration 28Q: 3 clusters Score -784183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -784186.687500 Penalty: 4263.618164
	Iteration 29Q: 3 clusters Score -784186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -784189.062500 Penalty: 4263.618164
	Iteration 30Q: 3 clusters Score -784189.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -784193.000000 Penalty: 4263.618164
	Iteration 31Q: 3 clusters Score -784193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -784196.125000 Penalty: 4263.618164
	Iteration 32Q: 3 clusters Score -784196.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -784199.000000 Penalty: 4263.618164
	Iteration 33Q: 3 clusters Score -784199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -784200.437500 Penalty: 4263.618164
	Iteration 34Q: 3 clusters Score -784200.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -784204.250000 Penalty: 4263.618164
	Iteration 35Q: 3 clusters Score -784204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -784205.437500 Penalty: 4263.618164
	Iteration 36Q: 3 clusters Score -784205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -784208.125000 Penalty: 4263.618164
	Iteration 37Q: 3 clusters Score -784208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -784210.187500 Penalty: 4263.618164
	Iteration 38Q: 3 clusters Score -784210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -784210.750000 Penalty: 4263.618164
	Iteration 39Q: 3 clusters Score -784210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -784211.500000 Penalty: 4263.618164
	Iteration 40F: 3 clusters Score -784211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -784211.187500 Penalty: 4263.618164
	Iteration 41Q: 3 clusters Score -784211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -784211.187500 Penalty: 4263.618164
	Iteration 42F: 3 clusters Score -784211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80605 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 75240 members 
Mstep: Class 14 contains 3751 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13563 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93822 members 
Mstep: Class 24 contains 1659 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 17289 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29124 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3911 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11001 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5341 members 
Mstep: Class 48 contains 29463 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066904.000000 Penalty: 168590.921875
Splitting cluster 14 changes total score from -115067776.000000 to -115066904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Entering Unmasked Estep 
Score: -90511.679688 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -90511.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -88943.445312 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -88943.45 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89221.781250 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -89221.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89336.851562 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -89336.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89398.445312 Penalty: 3211.049805
	Iteration 3Q: 3 clusters Score -89398.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89457.023438 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -89457.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89544.359375 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -89544.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89664.976562 Penalty: 3211.049805
	Iteration 6F: 3 clusters Score -89664.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -89751.507812 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -89751.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89799.640625 Penalty: 3211.049805
	Iteration 8Q: 3 clusters Score -89799.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89830.265625 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -89830.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89846.015625 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -89846.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -89872.101562 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -89872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89883.453125 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -89883.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89890.773438 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -89890.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89893.929688 Penalty: 3211.049805
	Iteration 14F: 3 clusters Score -89893.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89913.023438 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -89913.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -89934.617188 Penalty: 3211.049805
	Iteration 16Q: 3 clusters Score -89934.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -89949.710938 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -89949.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89952.968750 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -89952.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89952.968750 Penalty: 3211.049805
	Iteration 19F: 3 clusters Score -89952.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Entering Unmasked Estep 
Score: -13054123.000000 Penalty: 2823.773438
	Iteration 0F: 2 clusters Score -1.305412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -12995168.000000 Penalty: 5647.546875
	Iteration 0F: 3 clusters Score -1.299517e+07 nChanged 41826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -13019263.000000 Penalty: 5647.546875
	Iteration 1F: 3 clusters Score -1.301926e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -13020367.000000 Penalty: 5647.546875
	Iteration 2Q: 3 clusters Score -1.302037e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -13021787.000000 Penalty: 5647.546875
	Iteration 3Q: 3 clusters Score -1.302179e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -13023658.000000 Penalty: 5647.546875
	Iteration 4Q: 3 clusters Score -1.302366e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -13025963.000000 Penalty: 5647.546875
	Iteration 5F: 3 clusters Score -1.302596e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -13028664.000000 Penalty: 5647.546875
	Iteration 6F: 3 clusters Score -1.302866e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -13031386.000000 Penalty: 5647.546875
	Iteration 7F: 3 clusters Score -1.303139e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -13034029.000000 Penalty: 5647.546875
	Iteration 8F: 3 clusters Score -1.303403e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -13036195.000000 Penalty: 5647.546875
	Iteration 9Q: 3 clusters Score -1.30362e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -13038071.000000 Penalty: 5647.546875
	Iteration 10Q: 3 clusters Score -1.303807e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -13039775.000000 Penalty: 5647.546875
	Iteration 11Q: 3 clusters Score -1.303978e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13041215.000000 Penalty: 5647.546875
	Iteration 12Q: 3 clusters Score -1.304122e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -13042503.000000 Penalty: 5647.546875
	Iteration 13Q: 3 clusters Score -1.30425e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67356 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -13043761.000000 Penalty: 5647.546875
	Iteration 14Q: 3 clusters Score -1.304376e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -13045120.000000 Penalty: 5647.546875
	Iteration 15Q: 3 clusters Score -1.304512e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -13046443.000000 Penalty: 5647.546875
	Iteration 16Q: 3 clusters Score -1.304644e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -13047613.000000 Penalty: 5647.546875
	Iteration 17Q: 3 clusters Score -1.304761e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -13048700.000000 Penalty: 5647.546875
	Iteration 18Q: 3 clusters Score -1.30487e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -13049512.000000 Penalty: 5647.546875
	Iteration 19Q: 3 clusters Score -1.304951e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -13050197.000000 Penalty: 5647.546875
	Iteration 20F: 3 clusters Score -1.30502e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -13050704.000000 Penalty: 5647.546875
	Iteration 21Q: 3 clusters Score -1.30507e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -13051057.000000 Penalty: 5647.546875
	Iteration 22Q: 3 clusters Score -1.305106e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -13051320.000000 Penalty: 5647.546875
	Iteration 23Q: 3 clusters Score -1.305132e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -13051556.000000 Penalty: 5647.546875
	Iteration 24Q: 3 clusters Score -1.305156e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13051729.000000 Penalty: 5647.546875
	Iteration 25Q: 3 clusters Score -1.305173e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -13051788.000000 Penalty: 5647.546875
	Iteration 26Q: 3 clusters Score -1.305179e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -13051859.000000 Penalty: 5647.546875
	Iteration 27Q: 3 clusters Score -1.305186e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85097 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -13051919.000000 Penalty: 5647.546875
	Iteration 28Q: 3 clusters Score -1.305192e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -13051976.000000 Penalty: 5647.546875
	Iteration 29Q: 3 clusters Score -1.305198e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -13051998.000000 Penalty: 5647.546875
	Iteration 30Q: 3 clusters Score -1.3052e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -13052024.000000 Penalty: 5647.546875
	Iteration 31Q: 3 clusters Score -1.305202e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -13052046.000000 Penalty: 5647.546875
	Iteration 32Q: 3 clusters Score -1.305205e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85617 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -13052080.000000 Penalty: 5647.546875
	Iteration 33Q: 3 clusters Score -1.305208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13052119.000000 Penalty: 5647.546875
	Iteration 34Q: 3 clusters Score -1.305212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -13052119.000000 Penalty: 5647.546875
	Iteration 35Q: 3 clusters Score -1.305212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85759 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13052148.000000 Penalty: 5647.546875
	Iteration 36Q: 3 clusters Score -1.305215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -13052165.000000 Penalty: 5647.546875
	Iteration 37Q: 3 clusters Score -1.305216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -13052169.000000 Penalty: 5647.546875
	Iteration 38Q: 3 clusters Score -1.305217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13052196.000000 Penalty: 5647.546875
	Iteration 39Q: 3 clusters Score -1.30522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -13052191.000000 Penalty: 5647.546875
	Iteration 40F: 3 clusters Score -1.305219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13052214.000000 Penalty: 5647.546875
	Iteration 41Q: 3 clusters Score -1.305221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -13052229.000000 Penalty: 5647.546875
	Iteration 42Q: 3 clusters Score -1.305223e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -13052230.000000 Penalty: 5647.546875
	Iteration 43Q: 3 clusters Score -1.305223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -13052237.000000 Penalty: 5647.546875
	Iteration 44Q: 3 clusters Score -1.305224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -13052244.000000 Penalty: 5647.546875
	Iteration 45Q: 3 clusters Score -1.305224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -13052250.000000 Penalty: 5647.546875
	Iteration 46Q: 3 clusters Score -1.305225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -13052248.000000 Penalty: 5647.546875
	Iteration 47Q: 3 clusters Score -1.305225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -13052238.000000 Penalty: 5647.546875
	Iteration 48Q: 3 clusters Score -1.305224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -13052248.000000 Penalty: 5647.546875
	Iteration 49Q: 3 clusters Score -1.305225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -13052254.000000 Penalty: 5647.546875
	Iteration 50Q: 3 clusters Score -1.305225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -13052250.000000 Penalty: 5647.546875
	Iteration 51Q: 3 clusters Score -1.305225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -13052253.000000 Penalty: 5647.546875
	Iteration 52Q: 3 clusters Score -1.305225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -13052260.000000 Penalty: 5647.546875
	Iteration 53Q: 3 clusters Score -1.305226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -13052272.000000 Penalty: 5647.546875
	Iteration 54Q: 3 clusters Score -1.305227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -13052263.000000 Penalty: 5647.546875
	Iteration 55Q: 3 clusters Score -1.305226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -13052270.000000 Penalty: 5647.546875
	Iteration 56Q: 3 clusters Score -1.305227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86119 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -13052278.000000 Penalty: 5647.546875
	Iteration 57Q: 3 clusters Score -1.305228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13052277.000000 Penalty: 5647.546875
	Iteration 58Q: 3 clusters Score -1.305228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052287.000000 Penalty: 5647.546875
	Iteration 59Q: 3 clusters Score -1.305229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052285.000000 Penalty: 5647.546875
	Iteration 60F: 3 clusters Score -1.305228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052282.000000 Penalty: 5647.546875
	Iteration 61Q: 3 clusters Score -1.305228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052279.000000 Penalty: 5647.546875
	Iteration 62Q: 3 clusters Score -1.305228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052286.000000 Penalty: 5647.546875
	Iteration 63Q: 3 clusters Score -1.305229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052286.000000 Penalty: 5647.546875
	Iteration 64Q: 3 clusters Score -1.305229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -13052286.000000 Penalty: 5647.546875
	Iteration 65F: 3 clusters Score -1.305229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -1729189.500000 Penalty: 2322.400879
	Iteration 0F: 2 clusters Score -1729190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1720494.875000 Penalty: 4644.801758
	Iteration 0F: 3 clusters Score -1720495 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1723063.750000 Penalty: 4644.801758
	Iteration 1F: 3 clusters Score -1723064 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1723357.250000 Penalty: 4644.801758
	Iteration 2F: 3 clusters Score -1723357 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1723565.875000 Penalty: 4644.801758
	Iteration 3Q: 3 clusters Score -1723566 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1723732.750000 Penalty: 4644.801758
	Iteration 4Q: 3 clusters Score -1723733 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1723921.625000 Penalty: 4644.801758
	Iteration 5Q: 3 clusters Score -1723922 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1724145.500000 Penalty: 4644.801758
	Iteration 6Q: 3 clusters Score -1724146 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1724380.250000 Penalty: 4644.801758
	Iteration 7Q: 3 clusters Score -1724380 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1724594.000000 Penalty: 4644.801758
	Iteration 8Q: 3 clusters Score -1724594 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1724801.750000 Penalty: 4644.801758
	Iteration 9Q: 3 clusters Score -1724802 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1725010.250000 Penalty: 4644.801758
	Iteration 10Q: 3 clusters Score -1725010 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1725225.000000 Penalty: 4644.801758
	Iteration 11Q: 3 clusters Score -1725225 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1725394.375000 Penalty: 4644.801758
	Iteration 12Q: 3 clusters Score -1725394 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1725548.625000 Penalty: 4644.801758
	Iteration 13Q: 3 clusters Score -1725549 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1725704.375000 Penalty: 4644.801758
	Iteration 14Q: 3 clusters Score -1725704 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1725822.625000 Penalty: 4644.801758
	Iteration 15Q: 3 clusters Score -1725823 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1725904.875000 Penalty: 4644.801758
	Iteration 16Q: 3 clusters Score -1725905 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1725968.125000 Penalty: 4644.801758
	Iteration 17Q: 3 clusters Score -1725968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1726013.375000 Penalty: 4644.801758
	Iteration 18Q: 3 clusters Score -1726013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1726039.000000 Penalty: 4644.801758
	Iteration 19Q: 3 clusters Score -1726039 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1726064.250000 Penalty: 4644.801758
	Iteration 20F: 3 clusters Score -1726064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1726080.375000 Penalty: 4644.801758
	Iteration 21Q: 3 clusters Score -1726080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1726092.875000 Penalty: 4644.801758
	Iteration 22Q: 3 clusters Score -1726093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1726104.750000 Penalty: 4644.801758
	Iteration 23Q: 3 clusters Score -1726105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1726121.875000 Penalty: 4644.801758
	Iteration 24Q: 3 clusters Score -1726122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1726127.500000 Penalty: 4644.801758
	Iteration 25Q: 3 clusters Score -1726128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1726132.500000 Penalty: 4644.801758
	Iteration 26Q: 3 clusters Score -1726132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1726140.625000 Penalty: 4644.801758
	Iteration 27Q: 3 clusters Score -1726141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1726146.625000 Penalty: 4644.801758
	Iteration 28Q: 3 clusters Score -1726147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1726153.250000 Penalty: 4644.801758
	Iteration 29Q: 3 clusters Score -1726153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1726162.500000 Penalty: 4644.801758
	Iteration 30Q: 3 clusters Score -1726162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1726170.250000 Penalty: 4644.801758
	Iteration 31Q: 3 clusters Score -1726170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1726169.375000 Penalty: 4644.801758
	Iteration 32Q: 3 clusters Score -1726169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1726177.250000 Penalty: 4644.801758
	Iteration 33Q: 3 clusters Score -1726177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1726172.750000 Penalty: 4644.801758
	Iteration 34Q: 3 clusters Score -1726173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1726178.875000 Penalty: 4644.801758
	Iteration 35Q: 3 clusters Score -1726179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1726184.125000 Penalty: 4644.801758
	Iteration 36Q: 3 clusters Score -1726184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1726181.875000 Penalty: 4644.801758
	Iteration 37Q: 3 clusters Score -1726182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1726186.375000 Penalty: 4644.801758
	Iteration 38Q: 3 clusters Score -1726186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1726186.750000 Penalty: 4644.801758
	Iteration 39Q: 3 clusters Score -1726187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1726189.625000 Penalty: 4644.801758
	Iteration 40F: 3 clusters Score -1726190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1726196.250000 Penalty: 4644.801758
	Iteration 41Q: 3 clusters Score -1726196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1726202.000000 Penalty: 4644.801758
	Iteration 42Q: 3 clusters Score -1726202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1726202.750000 Penalty: 4644.801758
	Iteration 43Q: 3 clusters Score -1726203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1726213.375000 Penalty: 4644.801758
	Iteration 44Q: 3 clusters Score -1726213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1726222.500000 Penalty: 4644.801758
	Iteration 45Q: 3 clusters Score -1726222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1726240.625000 Penalty: 4644.801758
	Iteration 46Q: 3 clusters Score -1726241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1726242.625000 Penalty: 4644.801758
	Iteration 47Q: 3 clusters Score -1726243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1726261.750000 Penalty: 4644.801758
	Iteration 48Q: 3 clusters Score -1726262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1726281.375000 Penalty: 4644.801758
	Iteration 49Q: 3 clusters Score -1726281 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1726298.250000 Penalty: 4644.801758
	Iteration 50Q: 3 clusters Score -1726298 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1726325.375000 Penalty: 4644.801758
	Iteration 51Q: 3 clusters Score -1726325 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1726355.125000 Penalty: 4644.801758
	Iteration 52Q: 3 clusters Score -1726355 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1726395.625000 Penalty: 4644.801758
	Iteration 53Q: 3 clusters Score -1726396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1726437.625000 Penalty: 4644.801758
	Iteration 54Q: 3 clusters Score -1726438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1726466.500000 Penalty: 4644.801758
	Iteration 55Q: 3 clusters Score -1726466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1726498.125000 Penalty: 4644.801758
	Iteration 56Q: 3 clusters Score -1726498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1726521.375000 Penalty: 4644.801758
	Iteration 57Q: 3 clusters Score -1726521 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1726549.750000 Penalty: 4644.801758
	Iteration 58Q: 3 clusters Score -1726550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1726575.000000 Penalty: 4644.801758
	Iteration 59Q: 3 clusters Score -1726575 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1726611.875000 Penalty: 4644.801758
	Iteration 60F: 3 clusters Score -1726612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1726649.375000 Penalty: 4644.801758
	Iteration 61Q: 3 clusters Score -1726649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1726673.125000 Penalty: 4644.801758
	Iteration 62Q: 3 clusters Score -1726673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1726698.250000 Penalty: 4644.801758
	Iteration 63Q: 3 clusters Score -1726698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1726719.875000 Penalty: 4644.801758
	Iteration 64Q: 3 clusters Score -1726720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1726743.000000 Penalty: 4644.801758
	Iteration 65Q: 3 clusters Score -1726743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1726768.750000 Penalty: 4644.801758
	Iteration 66Q: 3 clusters Score -1726769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1726790.625000 Penalty: 4644.801758
	Iteration 67Q: 3 clusters Score -1726791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1726817.125000 Penalty: 4644.801758
	Iteration 68Q: 3 clusters Score -1726817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1726833.125000 Penalty: 4644.801758
	Iteration 69Q: 3 clusters Score -1726833 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1726849.625000 Penalty: 4644.801758
	Iteration 70Q: 3 clusters Score -1726850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1726852.000000 Penalty: 4644.801758
	Iteration 71Q: 3 clusters Score -1726852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1726870.000000 Penalty: 4644.801758
	Iteration 72Q: 3 clusters Score -1726870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1726876.250000 Penalty: 4644.801758
	Iteration 73Q: 3 clusters Score -1726876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1726888.250000 Penalty: 4644.801758
	Iteration 74Q: 3 clusters Score -1726888 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1726904.500000 Penalty: 4644.801758
	Iteration 75Q: 3 clusters Score -1726904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1726909.500000 Penalty: 4644.801758
	Iteration 76Q: 3 clusters Score -1726910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1726921.625000 Penalty: 4644.801758
	Iteration 77Q: 3 clusters Score -1726922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1726924.500000 Penalty: 4644.801758
	Iteration 78Q: 3 clusters Score -1726924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1726930.375000 Penalty: 4644.801758
	Iteration 79Q: 3 clusters Score -1726930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1726937.250000 Penalty: 4644.801758
	Iteration 80F: 3 clusters Score -1726937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1726939.625000 Penalty: 4644.801758
	Iteration 81Q: 3 clusters Score -1726940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1726950.250000 Penalty: 4644.801758
	Iteration 82Q: 3 clusters Score -1726950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1726959.375000 Penalty: 4644.801758
	Iteration 83Q: 3 clusters Score -1726959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1726980.000000 Penalty: 4644.801758
	Iteration 84Q: 3 clusters Score -1726980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1726994.000000 Penalty: 4644.801758
	Iteration 85Q: 3 clusters Score -1726994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1727002.750000 Penalty: 4644.801758
	Iteration 86Q: 3 clusters Score -1727003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1727015.125000 Penalty: 4644.801758
	Iteration 87Q: 3 clusters Score -1727015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1727019.375000 Penalty: 4644.801758
	Iteration 88Q: 3 clusters Score -1727019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1727029.875000 Penalty: 4644.801758
	Iteration 89Q: 3 clusters Score -1727030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1727037.750000 Penalty: 4644.801758
	Iteration 90Q: 3 clusters Score -1727038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1727051.000000 Penalty: 4644.801758
	Iteration 91Q: 3 clusters Score -1727051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1727054.375000 Penalty: 4644.801758
	Iteration 92Q: 3 clusters Score -1727054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1727067.375000 Penalty: 4644.801758
	Iteration 93Q: 3 clusters Score -1727067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1727072.500000 Penalty: 4644.801758
	Iteration 94Q: 3 clusters Score -1727072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1727082.500000 Penalty: 4644.801758
	Iteration 95Q: 3 clusters Score -1727082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1727096.500000 Penalty: 4644.801758
	Iteration 96Q: 3 clusters Score -1727096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1727105.750000 Penalty: 4644.801758
	Iteration 97Q: 3 clusters Score -1727106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1727117.250000 Penalty: 4644.801758
	Iteration 98Q: 3 clusters Score -1727117 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1727125.375000 Penalty: 4644.801758
	Iteration 99Q: 3 clusters Score -1727125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1727138.625000 Penalty: 4644.801758
	Iteration 100F: 3 clusters Score -1727139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1727154.250000 Penalty: 4644.801758
	Iteration 101Q: 3 clusters Score -1727154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1727166.125000 Penalty: 4644.801758
	Iteration 102Q: 3 clusters Score -1727166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1727178.625000 Penalty: 4644.801758
	Iteration 103Q: 3 clusters Score -1727179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1727196.125000 Penalty: 4644.801758
	Iteration 104Q: 3 clusters Score -1727196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1727200.125000 Penalty: 4644.801758
	Iteration 105Q: 3 clusters Score -1727200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1727212.500000 Penalty: 4644.801758
	Iteration 106Q: 3 clusters Score -1727212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1727224.500000 Penalty: 4644.801758
	Iteration 107Q: 3 clusters Score -1727224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1727234.125000 Penalty: 4644.801758
	Iteration 108Q: 3 clusters Score -1727234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1727238.500000 Penalty: 4644.801758
	Iteration 109Q: 3 clusters Score -1727238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1727239.500000 Penalty: 4644.801758
	Iteration 110Q: 3 clusters Score -1727240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1727247.625000 Penalty: 4644.801758
	Iteration 111Q: 3 clusters Score -1727248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1727251.375000 Penalty: 4644.801758
	Iteration 112Q: 3 clusters Score -1727251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1727255.250000 Penalty: 4644.801758
	Iteration 113Q: 3 clusters Score -1727255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1727258.500000 Penalty: 4644.801758
	Iteration 114Q: 3 clusters Score -1727258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1727261.125000 Penalty: 4644.801758
	Iteration 115Q: 3 clusters Score -1727261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1727262.875000 Penalty: 4644.801758
	Iteration 116Q: 3 clusters Score -1727263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1727265.875000 Penalty: 4644.801758
	Iteration 117Q: 3 clusters Score -1727266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1727271.250000 Penalty: 4644.801758
	Iteration 118Q: 3 clusters Score -1727271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1727277.875000 Penalty: 4644.801758
	Iteration 119Q: 3 clusters Score -1727278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1727282.125000 Penalty: 4644.801758
	Iteration 120F: 3 clusters Score -1727282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1727285.750000 Penalty: 4644.801758
	Iteration 121Q: 3 clusters Score -1727286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1727291.625000 Penalty: 4644.801758
	Iteration 122Q: 3 clusters Score -1727292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1727295.625000 Penalty: 4644.801758
	Iteration 123Q: 3 clusters Score -1727296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1727298.875000 Penalty: 4644.801758
	Iteration 124Q: 3 clusters Score -1727299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1727305.750000 Penalty: 4644.801758
	Iteration 125Q: 3 clusters Score -1727306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1727311.000000 Penalty: 4644.801758
	Iteration 126Q: 3 clusters Score -1727311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1727317.750000 Penalty: 4644.801758
	Iteration 127Q: 3 clusters Score -1727318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1727326.500000 Penalty: 4644.801758
	Iteration 128Q: 3 clusters Score -1727326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1727335.500000 Penalty: 4644.801758
	Iteration 129Q: 3 clusters Score -1727336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1727338.250000 Penalty: 4644.801758
	Iteration 130Q: 3 clusters Score -1727338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1727347.750000 Penalty: 4644.801758
	Iteration 131Q: 3 clusters Score -1727348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1727351.500000 Penalty: 4644.801758
	Iteration 132Q: 3 clusters Score -1727352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1727351.750000 Penalty: 4644.801758
	Iteration 133Q: 3 clusters Score -1727352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1727355.250000 Penalty: 4644.801758
	Iteration 134Q: 3 clusters Score -1727355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1727356.875000 Penalty: 4644.801758
	Iteration 135Q: 3 clusters Score -1727357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1727357.250000 Penalty: 4644.801758
	Iteration 136Q: 3 clusters Score -1727357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1727356.250000 Penalty: 4644.801758
	Iteration 137Q: 3 clusters Score -1727356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1727362.125000 Penalty: 4644.801758
	Iteration 138Q: 3 clusters Score -1727362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1727364.125000 Penalty: 4644.801758
	Iteration 139Q: 3 clusters Score -1727364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1727364.625000 Penalty: 4644.801758
	Iteration 140F: 3 clusters Score -1727365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1727364.375000 Penalty: 4644.801758
	Iteration 141Q: 3 clusters Score -1727364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1727364.625000 Penalty: 4644.801758
	Iteration 142Q: 3 clusters Score -1727365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1727364.625000 Penalty: 4644.801758
	Iteration 143F: 3 clusters Score -1727365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -324341.593750 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -324341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -321464.187500 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -321464.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -322191.250000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -322191.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -322610.687500 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -322610.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -323000.156250 Penalty: 3861.511230
	Iteration 3F: 3 clusters Score -323000.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323260.593750 Penalty: 3861.511230
	Iteration 4F: 3 clusters Score -323260.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -323463.968750 Penalty: 3861.511230
	Iteration 5F: 3 clusters Score -323464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -323588.375000 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -323588.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -323695.187500 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -323695.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -323799.843750 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -323799.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -323933.093750 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -323933.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -324055.843750 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -324055.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -324131.281250 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -324131.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -324178.375000 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -324178.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -324190.062500 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -324190.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -324204.875000 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -324204.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -324217.125000 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -324217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -324225.437500 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -324225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -324226.906250 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -324226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -324230.625000 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -324230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -324234.562500 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -324234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -324239.593750 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -324239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -324248.781250 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -324248.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324251.125000 Penalty: 3861.511230
	Iteration 22Q: 3 clusters Score -324251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324251.125000 Penalty: 3861.511230
	Iteration 23F: 3 clusters Score -324251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -2007741.750000 Penalty: 2359.744873
	Iteration 0F: 2 clusters Score -2007742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1997906.125000 Penalty: 4719.489746
	Iteration 0F: 3 clusters Score -1997906 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2001095.750000 Penalty: 4719.489746
	Iteration 1F: 3 clusters Score -2001096 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2001602.750000 Penalty: 4719.489746
	Iteration 2F: 3 clusters Score -2001603 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2002077.375000 Penalty: 4719.489746
	Iteration 3F: 3 clusters Score -2002077 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2002533.500000 Penalty: 4719.489746
	Iteration 4F: 3 clusters Score -2002534 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2002952.125000 Penalty: 4719.489746
	Iteration 5F: 3 clusters Score -2002952 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2003370.250000 Penalty: 4719.489746
	Iteration 6Q: 3 clusters Score -2003370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2003737.500000 Penalty: 4719.489746
	Iteration 7Q: 3 clusters Score -2003738 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2004087.875000 Penalty: 4719.489746
	Iteration 8Q: 3 clusters Score -2004088 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2004400.250000 Penalty: 4719.489746
	Iteration 9Q: 3 clusters Score -2004400 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2004644.000000 Penalty: 4719.489746
	Iteration 10Q: 3 clusters Score -2004644 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2004850.625000 Penalty: 4719.489746
	Iteration 11Q: 3 clusters Score -2004851 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2005045.875000 Penalty: 4719.489746
	Iteration 12Q: 3 clusters Score -2005046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2005231.375000 Penalty: 4719.489746
	Iteration 13Q: 3 clusters Score -2005231 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2005388.875000 Penalty: 4719.489746
	Iteration 14Q: 3 clusters Score -2005389 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2005507.375000 Penalty: 4719.489746
	Iteration 15Q: 3 clusters Score -2005507 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2005589.125000 Penalty: 4719.489746
	Iteration 16Q: 3 clusters Score -2005589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2005648.750000 Penalty: 4719.489746
	Iteration 17Q: 3 clusters Score -2005649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2005715.250000 Penalty: 4719.489746
	Iteration 18Q: 3 clusters Score -2005715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2005771.125000 Penalty: 4719.489746
	Iteration 19Q: 3 clusters Score -2005771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2005810.750000 Penalty: 4719.489746
	Iteration 20F: 3 clusters Score -2005811 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2005842.250000 Penalty: 4719.489746
	Iteration 21Q: 3 clusters Score -2005842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2005868.375000 Penalty: 4719.489746
	Iteration 22Q: 3 clusters Score -2005868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2005889.375000 Penalty: 4719.489746
	Iteration 23Q: 3 clusters Score -2005889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2005907.500000 Penalty: 4719.489746
	Iteration 24Q: 3 clusters Score -2005908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2005915.125000 Penalty: 4719.489746
	Iteration 25Q: 3 clusters Score -2005915 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2005928.000000 Penalty: 4719.489746
	Iteration 26Q: 3 clusters Score -2005928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2005932.750000 Penalty: 4719.489746
	Iteration 27Q: 3 clusters Score -2005933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2005933.875000 Penalty: 4719.489746
	Iteration 28Q: 3 clusters Score -2005934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2005938.500000 Penalty: 4719.489746
	Iteration 29Q: 3 clusters Score -2005938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2005938.625000 Penalty: 4719.489746
	Iteration 30Q: 3 clusters Score -2005939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2005940.000000 Penalty: 4719.489746
	Iteration 31Q: 3 clusters Score -2005940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2005941.000000 Penalty: 4719.489746
	Iteration 32Q: 3 clusters Score -2005941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2005939.375000 Penalty: 4719.489746
	Iteration 33Q: 3 clusters Score -2005939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2005941.000000 Penalty: 4719.489746
	Iteration 34Q: 3 clusters Score -2005941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2005941.000000 Penalty: 4719.489746
	Iteration 35F: 3 clusters Score -2005941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -712945.000000 Penalty: 2117.612305
	Iteration 0F: 2 clusters Score -712945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -708426.812500 Penalty: 4235.224609
	Iteration 0F: 3 clusters Score -708426.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -709764.562500 Penalty: 4235.224609
	Iteration 1F: 3 clusters Score -709764.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -710159.625000 Penalty: 4235.224609
	Iteration 2F: 3 clusters Score -710159.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -710483.812500 Penalty: 4235.224609
	Iteration 3F: 3 clusters Score -710483.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -710773.687500 Penalty: 4235.224609
	Iteration 4F: 3 clusters Score -710773.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -711028.312500 Penalty: 4235.224609
	Iteration 5F: 3 clusters Score -711028.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -711213.250000 Penalty: 4235.224609
	Iteration 6Q: 3 clusters Score -711213.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -711347.750000 Penalty: 4235.224609
	Iteration 7Q: 3 clusters Score -711347.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -711447.562500 Penalty: 4235.224609
	Iteration 8Q: 3 clusters Score -711447.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -711530.500000 Penalty: 4235.224609
	Iteration 9Q: 3 clusters Score -711530.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -711594.250000 Penalty: 4235.224609
	Iteration 10Q: 3 clusters Score -711594.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -711645.000000 Penalty: 4235.224609
	Iteration 11Q: 3 clusters Score -711645 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -711691.000000 Penalty: 4235.224609
	Iteration 12Q: 3 clusters Score -711691 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -711735.375000 Penalty: 4235.224609
	Iteration 13Q: 3 clusters Score -711735.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -711762.562500 Penalty: 4235.224609
	Iteration 14Q: 3 clusters Score -711762.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -711782.625000 Penalty: 4235.224609
	Iteration 15Q: 3 clusters Score -711782.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -711792.562500 Penalty: 4235.224609
	Iteration 16Q: 3 clusters Score -711792.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -711805.812500 Penalty: 4235.224609
	Iteration 17Q: 3 clusters Score -711805.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -711817.375000 Penalty: 4235.224609
	Iteration 18Q: 3 clusters Score -711817.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -711829.125000 Penalty: 4235.224609
	Iteration 19Q: 3 clusters Score -711829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -711833.625000 Penalty: 4235.224609
	Iteration 20F: 3 clusters Score -711833.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -711837.687500 Penalty: 4235.224609
	Iteration 21Q: 3 clusters Score -711837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -711843.687500 Penalty: 4235.224609
	Iteration 22Q: 3 clusters Score -711843.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -711846.187500 Penalty: 4235.224609
	Iteration 23Q: 3 clusters Score -711846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -711847.187500 Penalty: 4235.224609
	Iteration 24Q: 3 clusters Score -711847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -711850.687500 Penalty: 4235.224609
	Iteration 25Q: 3 clusters Score -711850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -711852.937500 Penalty: 4235.224609
	Iteration 26Q: 3 clusters Score -711852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -711854.562500 Penalty: 4235.224609
	Iteration 27Q: 3 clusters Score -711854.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -711855.187500 Penalty: 4235.224609
	Iteration 28Q: 3 clusters Score -711855.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -711856.250000 Penalty: 4235.224609
	Iteration 29Q: 3 clusters Score -711856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -711857.750000 Penalty: 4235.224609
	Iteration 30Q: 3 clusters Score -711857.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -711860.000000 Penalty: 4235.224609
	Iteration 31Q: 3 clusters Score -711860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -711861.625000 Penalty: 4235.224609
	Iteration 32Q: 3 clusters Score -711861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -711862.687500 Penalty: 4235.224609
	Iteration 33Q: 3 clusters Score -711862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -711864.250000 Penalty: 4235.224609
	Iteration 34Q: 3 clusters Score -711864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -711866.437500 Penalty: 4235.224609
	Iteration 35Q: 3 clusters Score -711866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -711866.750000 Penalty: 4235.224609
	Iteration 36Q: 3 clusters Score -711866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -711869.562500 Penalty: 4235.224609
	Iteration 37Q: 3 clusters Score -711869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -711871.437500 Penalty: 4235.224609
	Iteration 38Q: 3 clusters Score -711871.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711870.250000 Penalty: 4235.224609
	Iteration 39Q: 3 clusters Score -711870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711873.062500 Penalty: 4235.224609
	Iteration 40F: 3 clusters Score -711873.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711871.750000 Penalty: 4235.224609
	Iteration 41Q: 3 clusters Score -711871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711873.937500 Penalty: 4235.224609
	Iteration 42Q: 3 clusters Score -711873.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -711873.187500 Penalty: 4235.224609
	Iteration 43Q: 3 clusters Score -711873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -711872.875000 Penalty: 4235.224609
	Iteration 44Q: 3 clusters Score -711872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -711873.187500 Penalty: 4235.224609
	Iteration 45Q: 3 clusters Score -711873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711873.312500 Penalty: 4235.224609
	Iteration 46Q: 3 clusters Score -711873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711875.125000 Penalty: 4235.224609
	Iteration 47Q: 3 clusters Score -711875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -711873.750000 Penalty: 4235.224609
	Iteration 48Q: 3 clusters Score -711873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -711874.375000 Penalty: 4235.224609
	Iteration 49Q: 3 clusters Score -711874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -711874.875000 Penalty: 4235.224609
	Iteration 50Q: 3 clusters Score -711874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -711874.875000 Penalty: 4235.224609
	Iteration 51F: 3 clusters Score -711874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Entering Unmasked Estep 
Score: -1893566.250000 Penalty: 2343.596924
	Iteration 0F: 2 clusters Score -1893566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1884147.750000 Penalty: 4687.193848
	Iteration 0F: 3 clusters Score -1884148 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1886987.875000 Penalty: 4687.193848
	Iteration 1F: 3 clusters Score -1886988 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1887332.000000 Penalty: 4687.193848
	Iteration 2F: 3 clusters Score -1887332 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1887579.875000 Penalty: 4687.193848
	Iteration 3Q: 3 clusters Score -1887580 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1887758.625000 Penalty: 4687.193848
	Iteration 4Q: 3 clusters Score -1887759 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1887913.000000 Penalty: 4687.193848
	Iteration 5Q: 3 clusters Score -1887913 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1888057.000000 Penalty: 4687.193848
	Iteration 6Q: 3 clusters Score -1888057 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1888203.625000 Penalty: 4687.193848
	Iteration 7Q: 3 clusters Score -1888204 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1888363.250000 Penalty: 4687.193848
	Iteration 8Q: 3 clusters Score -1888363 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1888576.250000 Penalty: 4687.193848
	Iteration 9Q: 3 clusters Score -1888576 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1888870.625000 Penalty: 4687.193848
	Iteration 10Q: 3 clusters Score -1888871 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1889207.500000 Penalty: 4687.193848
	Iteration 11Q: 3 clusters Score -1889208 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1889603.625000 Penalty: 4687.193848
	Iteration 12Q: 3 clusters Score -1889604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1890002.250000 Penalty: 4687.193848
	Iteration 13Q: 3 clusters Score -1890002 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1890378.375000 Penalty: 4687.193848
	Iteration 14Q: 3 clusters Score -1890378 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1890692.250000 Penalty: 4687.193848
	Iteration 15Q: 3 clusters Score -1890692 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1890971.250000 Penalty: 4687.193848
	Iteration 16Q: 3 clusters Score -1890971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1891145.875000 Penalty: 4687.193848
	Iteration 17Q: 3 clusters Score -1891146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1891249.625000 Penalty: 4687.193848
	Iteration 18Q: 3 clusters Score -1891250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1891325.875000 Penalty: 4687.193848
	Iteration 19Q: 3 clusters Score -1891326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1891379.375000 Penalty: 4687.193848
	Iteration 20F: 3 clusters Score -1891379 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1891409.250000 Penalty: 4687.193848
	Iteration 21Q: 3 clusters Score -1891409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1891433.875000 Penalty: 4687.193848
	Iteration 22Q: 3 clusters Score -1891434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1891458.250000 Penalty: 4687.193848
	Iteration 23Q: 3 clusters Score -1891458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1891471.000000 Penalty: 4687.193848
	Iteration 24Q: 3 clusters Score -1891471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1891482.125000 Penalty: 4687.193848
	Iteration 25Q: 3 clusters Score -1891482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1891489.750000 Penalty: 4687.193848
	Iteration 26Q: 3 clusters Score -1891490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1891497.000000 Penalty: 4687.193848
	Iteration 27Q: 3 clusters Score -1891497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1891502.625000 Penalty: 4687.193848
	Iteration 28Q: 3 clusters Score -1891503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1891506.375000 Penalty: 4687.193848
	Iteration 29Q: 3 clusters Score -1891506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1891515.125000 Penalty: 4687.193848
	Iteration 30Q: 3 clusters Score -1891515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1891521.125000 Penalty: 4687.193848
	Iteration 31Q: 3 clusters Score -1891521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1891526.250000 Penalty: 4687.193848
	Iteration 32Q: 3 clusters Score -1891526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1891537.000000 Penalty: 4687.193848
	Iteration 33Q: 3 clusters Score -1891537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1891544.000000 Penalty: 4687.193848
	Iteration 34Q: 3 clusters Score -1891544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1891548.875000 Penalty: 4687.193848
	Iteration 35Q: 3 clusters Score -1891549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1891550.250000 Penalty: 4687.193848
	Iteration 36Q: 3 clusters Score -1891550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1891553.875000 Penalty: 4687.193848
	Iteration 37Q: 3 clusters Score -1891554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1891554.500000 Penalty: 4687.193848
	Iteration 38Q: 3 clusters Score -1891554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1891557.625000 Penalty: 4687.193848
	Iteration 39Q: 3 clusters Score -1891558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1891557.625000 Penalty: 4687.193848
	Iteration 40F: 3 clusters Score -1891558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Entering Unmasked Estep 
Score: -5481902.500000 Penalty: 2605.657227
	Iteration 0F: 2 clusters Score -5481902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5457068.500000 Penalty: 5211.314453
	Iteration 0F: 3 clusters Score -5457068 nChanged 16614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5466563.000000 Penalty: 5211.314453
	Iteration 1F: 3 clusters Score -5466563 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -5467367.500000 Penalty: 5211.314453
	Iteration 2F: 3 clusters Score -5467368 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5468379.000000 Penalty: 5211.314453
	Iteration 3F: 3 clusters Score -5468379 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5469637.000000 Penalty: 5211.314453
	Iteration 4F: 3 clusters Score -5469637 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -5471213.000000 Penalty: 5211.314453
	Iteration 5F: 3 clusters Score -5471213 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -5472943.000000 Penalty: 5211.314453
	Iteration 6F: 3 clusters Score -5472943 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5474642.000000 Penalty: 5211.314453
	Iteration 7F: 3 clusters Score -5474642 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5476096.000000 Penalty: 5211.314453
	Iteration 8F: 3 clusters Score -5476096 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5477257.000000 Penalty: 5211.314453
	Iteration 9Q: 3 clusters Score -5477257 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5478122.000000 Penalty: 5211.314453
	Iteration 10Q: 3 clusters Score -5478122 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5478683.000000 Penalty: 5211.314453
	Iteration 11Q: 3 clusters Score -5478683 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5479052.500000 Penalty: 5211.314453
	Iteration 12Q: 3 clusters Score -5479052 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5479306.000000 Penalty: 5211.314453
	Iteration 13Q: 3 clusters Score -5479306 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5479409.000000 Penalty: 5211.314453
	Iteration 14Q: 3 clusters Score -5479409 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5479482.000000 Penalty: 5211.314453
	Iteration 15Q: 3 clusters Score -5479482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5479538.000000 Penalty: 5211.314453
	Iteration 16Q: 3 clusters Score -5479538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5479594.000000 Penalty: 5211.314453
	Iteration 17Q: 3 clusters Score -5479594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5479616.000000 Penalty: 5211.314453
	Iteration 18Q: 3 clusters Score -5479616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5479635.000000 Penalty: 5211.314453
	Iteration 19Q: 3 clusters Score -5479635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5479632.500000 Penalty: 5211.314453
	Iteration 20F: 3 clusters Score -5479632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5479653.500000 Penalty: 5211.314453
	Iteration 21Q: 3 clusters Score -5479654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5479665.500000 Penalty: 5211.314453
	Iteration 22Q: 3 clusters Score -5479666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5479667.000000 Penalty: 5211.314453
	Iteration 23Q: 3 clusters Score -5479667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5479669.000000 Penalty: 5211.314453
	Iteration 24Q: 3 clusters Score -5479669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5479673.000000 Penalty: 5211.314453
	Iteration 25Q: 3 clusters Score -5479673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5479675.500000 Penalty: 5211.314453
	Iteration 26Q: 3 clusters Score -5479676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5479680.500000 Penalty: 5211.314453
	Iteration 27Q: 3 clusters Score -5479680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5479679.000000 Penalty: 5211.314453
	Iteration 28Q: 3 clusters Score -5479679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5479685.000000 Penalty: 5211.314453
	Iteration 29Q: 3 clusters Score -5479685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5479679.000000 Penalty: 5211.314453
	Iteration 30Q: 3 clusters Score -5479679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5479683.500000 Penalty: 5211.314453
	Iteration 31Q: 3 clusters Score -5479684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5479684.500000 Penalty: 5211.314453
	Iteration 32Q: 3 clusters Score -5479684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5479685.000000 Penalty: 5211.314453
	Iteration 33Q: 3 clusters Score -5479685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5479679.000000 Penalty: 5211.314453
	Iteration 34Q: 3 clusters Score -5479679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5479683.500000 Penalty: 5211.314453
	Iteration 35Q: 3 clusters Score -5479684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5479684.500000 Penalty: 5211.314453
	Iteration 36Q: 3 clusters Score -5479684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5479690.000000 Penalty: 5211.314453
	Iteration 37Q: 3 clusters Score -5479690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5479701.000000 Penalty: 5211.314453
	Iteration 38Q: 3 clusters Score -5479701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5479702.000000 Penalty: 5211.314453
	Iteration 39Q: 3 clusters Score -5479702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5479704.500000 Penalty: 5211.314453
	Iteration 40F: 3 clusters Score -5479704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5479713.500000 Penalty: 5211.314453
	Iteration 41Q: 3 clusters Score -5479714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5479715.000000 Penalty: 5211.314453
	Iteration 42Q: 3 clusters Score -5479715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5479712.500000 Penalty: 5211.314453
	Iteration 43Q: 3 clusters Score -5479712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5479717.000000 Penalty: 5211.314453
	Iteration 44Q: 3 clusters Score -5479717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5479716.000000 Penalty: 5211.314453
	Iteration 45Q: 3 clusters Score -5479716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5479716.000000 Penalty: 5211.314453
	Iteration 46F: 3 clusters Score -5479716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Entering Unmasked Estep 
Score: -14110714.000000 Penalty: 2839.390381
	Iteration 0F: 2 clusters Score -1.411071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -14048251.000000 Penalty: 5678.780762
	Iteration 0F: 3 clusters Score -1.404825e+07 nChanged 44231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -14073222.000000 Penalty: 5678.780762
	Iteration 1F: 3 clusters Score -1.407322e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -14073882.000000 Penalty: 5678.780762
	Iteration 2Q: 3 clusters Score -1.407388e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -14074486.000000 Penalty: 5678.780762
	Iteration 3Q: 3 clusters Score -1.407449e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -14075180.000000 Penalty: 5678.780762
	Iteration 4Q: 3 clusters Score -1.407518e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -14076089.000000 Penalty: 5678.780762
	Iteration 5Q: 3 clusters Score -1.407609e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -14077434.000000 Penalty: 5678.780762
	Iteration 6Q: 3 clusters Score -1.407743e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -14079569.000000 Penalty: 5678.780762
	Iteration 7Q: 3 clusters Score -1.407957e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -14082835.000000 Penalty: 5678.780762
	Iteration 8F: 3 clusters Score -1.408284e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -14087416.000000 Penalty: 5678.780762
	Iteration 9F: 3 clusters Score -1.408742e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -14092726.000000 Penalty: 5678.780762
	Iteration 10F: 3 clusters Score -1.409273e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -14097694.000000 Penalty: 5678.780762
	Iteration 11F: 3 clusters Score -1.409769e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -14101660.000000 Penalty: 5678.780762
	Iteration 12Q: 3 clusters Score -1.410166e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -14104174.000000 Penalty: 5678.780762
	Iteration 13Q: 3 clusters Score -1.410417e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -14105830.000000 Penalty: 5678.780762
	Iteration 14Q: 3 clusters Score -1.410583e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -14106887.000000 Penalty: 5678.780762
	Iteration 15Q: 3 clusters Score -1.410689e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -14107524.000000 Penalty: 5678.780762
	Iteration 16Q: 3 clusters Score -1.410752e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -14107818.000000 Penalty: 5678.780762
	Iteration 17Q: 3 clusters Score -1.410782e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -14107965.000000 Penalty: 5678.780762
	Iteration 18Q: 3 clusters Score -1.410796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 93423 members 
Entering Unmasked Estep 
Score: -14108039.000000 Penalty: 5678.780762
	Iteration 19Q: 3 clusters Score -1.410804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -14108090.000000 Penalty: 5678.780762
	Iteration 20F: 3 clusters Score -1.410809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 93476 members 
Entering Unmasked Estep 
Score: -14108108.000000 Penalty: 5678.780762
	Iteration 21Q: 3 clusters Score -1.410811e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -14108135.000000 Penalty: 5678.780762
	Iteration 22Q: 3 clusters Score -1.410814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -14108155.000000 Penalty: 5678.780762
	Iteration 23Q: 3 clusters Score -1.410816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -14108153.000000 Penalty: 5678.780762
	Iteration 24Q: 3 clusters Score -1.410815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -14108162.000000 Penalty: 5678.780762
	Iteration 25Q: 3 clusters Score -1.410816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -14108174.000000 Penalty: 5678.780762
	Iteration 26Q: 3 clusters Score -1.410817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -14108179.000000 Penalty: 5678.780762
	Iteration 27Q: 3 clusters Score -1.410818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -14108178.000000 Penalty: 5678.780762
	Iteration 28Q: 3 clusters Score -1.410818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -14108176.000000 Penalty: 5678.780762
	Iteration 29Q: 3 clusters Score -1.410818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -14108182.000000 Penalty: 5678.780762
	Iteration 30Q: 3 clusters Score -1.410818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -14108179.000000 Penalty: 5678.780762
	Iteration 31Q: 3 clusters Score -1.410818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 93522 members 
Entering Unmasked Estep 
Score: -14108189.000000 Penalty: 5678.780762
	Iteration 32Q: 3 clusters Score -1.410819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -14108178.000000 Penalty: 5678.780762
	Iteration 33Q: 3 clusters Score -1.410818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -14108178.000000 Penalty: 5678.780762
	Iteration 34F: 3 clusters Score -1.410818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -1103289.625000 Penalty: 2224.414795
	Iteration 0F: 2 clusters Score -1103290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1096959.875000 Penalty: 4448.829590
	Iteration 0F: 3 clusters Score -1096960 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1098847.875000 Penalty: 4448.829590
	Iteration 1F: 3 clusters Score -1098848 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1099274.125000 Penalty: 4448.829590
	Iteration 2F: 3 clusters Score -1099274 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1099661.125000 Penalty: 4448.829590
	Iteration 3F: 3 clusters Score -1099661 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1099985.875000 Penalty: 4448.829590
	Iteration 4F: 3 clusters Score -1099986 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1100273.625000 Penalty: 4448.829590
	Iteration 5Q: 3 clusters Score -1100274 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1100594.000000 Penalty: 4448.829590
	Iteration 6Q: 3 clusters Score -1100594 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1100894.250000 Penalty: 4448.829590
	Iteration 7Q: 3 clusters Score -1100894 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1101193.500000 Penalty: 4448.829590
	Iteration 8Q: 3 clusters Score -1101194 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1101540.250000 Penalty: 4448.829590
	Iteration 9Q: 3 clusters Score -1101540 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1101900.250000 Penalty: 4448.829590
	Iteration 10Q: 3 clusters Score -1101900 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1102149.000000 Penalty: 4448.829590
	Iteration 11Q: 3 clusters Score -1102149 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1102329.625000 Penalty: 4448.829590
	Iteration 12Q: 3 clusters Score -1102330 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1102481.875000 Penalty: 4448.829590
	Iteration 13Q: 3 clusters Score -1102482 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1102612.875000 Penalty: 4448.829590
	Iteration 14Q: 3 clusters Score -1102613 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1102678.250000 Penalty: 4448.829590
	Iteration 15Q: 3 clusters Score -1102678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1102709.375000 Penalty: 4448.829590
	Iteration 16Q: 3 clusters Score -1102709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1102732.875000 Penalty: 4448.829590
	Iteration 17Q: 3 clusters Score -1102733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1102743.625000 Penalty: 4448.829590
	Iteration 18Q: 3 clusters Score -1102744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1102749.000000 Penalty: 4448.829590
	Iteration 19Q: 3 clusters Score -1102749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1102752.000000 Penalty: 4448.829590
	Iteration 20F: 3 clusters Score -1102752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1102757.625000 Penalty: 4448.829590
	Iteration 21Q: 3 clusters Score -1102758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1102756.250000 Penalty: 4448.829590
	Iteration 22Q: 3 clusters Score -1102756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1102760.750000 Penalty: 4448.829590
	Iteration 23Q: 3 clusters Score -1102761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1102763.250000 Penalty: 4448.829590
	Iteration 24Q: 3 clusters Score -1102763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1102763.375000 Penalty: 4448.829590
	Iteration 25Q: 3 clusters Score -1102763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1102763.750000 Penalty: 4448.829590
	Iteration 26Q: 3 clusters Score -1102764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1102765.500000 Penalty: 4448.829590
	Iteration 27Q: 3 clusters Score -1102766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1102765.625000 Penalty: 4448.829590
	Iteration 28Q: 3 clusters Score -1102766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1102765.625000 Penalty: 4448.829590
	Iteration 29Q: 3 clusters Score -1102766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1102765.375000 Penalty: 4448.829590
	Iteration 30Q: 3 clusters Score -1102765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1102766.875000 Penalty: 4448.829590
	Iteration 31Q: 3 clusters Score -1102767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1102767.375000 Penalty: 4448.829590
	Iteration 32Q: 3 clusters Score -1102767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1102765.250000 Penalty: 4448.829590
	Iteration 33Q: 3 clusters Score -1102765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1102767.500000 Penalty: 4448.829590
	Iteration 34Q: 3 clusters Score -1102768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1102767.250000 Penalty: 4448.829590
	Iteration 35Q: 3 clusters Score -1102767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1102765.375000 Penalty: 4448.829590
	Iteration 36Q: 3 clusters Score -1102765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1102765.375000 Penalty: 4448.829590
	Iteration 37F: 3 clusters Score -1102765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Entering Unmasked Estep 
Score: -4424392.500000 Penalty: 2553.893799
	Iteration 0F: 2 clusters Score -4424392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4404137.500000 Penalty: 5107.787598
	Iteration 0F: 3 clusters Score -4404138 nChanged 13390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4411856.000000 Penalty: 5107.787598
	Iteration 1F: 3 clusters Score -4411856 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4412801.500000 Penalty: 5107.787598
	Iteration 2F: 3 clusters Score -4412802 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4414014.500000 Penalty: 5107.787598
	Iteration 3F: 3 clusters Score -4414014 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4415324.000000 Penalty: 5107.787598
	Iteration 4F: 3 clusters Score -4415324 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4416715.000000 Penalty: 5107.787598
	Iteration 5F: 3 clusters Score -4416715 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4418232.000000 Penalty: 5107.787598
	Iteration 6F: 3 clusters Score -4418232 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4419651.500000 Penalty: 5107.787598
	Iteration 7F: 3 clusters Score -4419652 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -4421028.000000 Penalty: 5107.787598
	Iteration 8Q: 3 clusters Score -4421028 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -4422269.000000 Penalty: 5107.787598
	Iteration 9Q: 3 clusters Score -4422269 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4423082.000000 Penalty: 5107.787598
	Iteration 10Q: 3 clusters Score -4423082 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4423473.000000 Penalty: 5107.787598
	Iteration 11Q: 3 clusters Score -4423473 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4423652.500000 Penalty: 5107.787598
	Iteration 12Q: 3 clusters Score -4423652 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4423738.500000 Penalty: 5107.787598
	Iteration 13Q: 3 clusters Score -4423738 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -4423772.000000 Penalty: 5107.787598
	Iteration 14Q: 3 clusters Score -4423772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4423791.000000 Penalty: 5107.787598
	Iteration 15Q: 3 clusters Score -4423791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -4423814.000000 Penalty: 5107.787598
	Iteration 16Q: 3 clusters Score -4423814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -4423837.000000 Penalty: 5107.787598
	Iteration 17Q: 3 clusters Score -4423837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4423854.000000 Penalty: 5107.787598
	Iteration 18Q: 3 clusters Score -4423854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4423864.500000 Penalty: 5107.787598
	Iteration 19Q: 3 clusters Score -4423864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4423876.500000 Penalty: 5107.787598
	Iteration 20F: 3 clusters Score -4423876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4423892.500000 Penalty: 5107.787598
	Iteration 21Q: 3 clusters Score -4423892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -4423903.500000 Penalty: 5107.787598
	Iteration 22Q: 3 clusters Score -4423904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -4423902.000000 Penalty: 5107.787598
	Iteration 23Q: 3 clusters Score -4423902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -4423893.500000 Penalty: 5107.787598
	Iteration 24Q: 3 clusters Score -4423894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4423901.000000 Penalty: 5107.787598
	Iteration 25Q: 3 clusters Score -4423901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4423912.000000 Penalty: 5107.787598
	Iteration 26Q: 3 clusters Score -4423912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -4423914.000000 Penalty: 5107.787598
	Iteration 27Q: 3 clusters Score -4423914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4423923.000000 Penalty: 5107.787598
	Iteration 28Q: 3 clusters Score -4423923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4423919.500000 Penalty: 5107.787598
	Iteration 29Q: 3 clusters Score -4423920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -4423924.500000 Penalty: 5107.787598
	Iteration 30Q: 3 clusters Score -4423924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -4423922.500000 Penalty: 5107.787598
	Iteration 31Q: 3 clusters Score -4423922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4423927.000000 Penalty: 5107.787598
	Iteration 32Q: 3 clusters Score -4423927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4423927.500000 Penalty: 5107.787598
	Iteration 33Q: 3 clusters Score -4423928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4423923.000000 Penalty: 5107.787598
	Iteration 34Q: 3 clusters Score -4423923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -4423927.500000 Penalty: 5107.787598
	Iteration 35Q: 3 clusters Score -4423928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4423923.500000 Penalty: 5107.787598
	Iteration 36Q: 3 clusters Score -4423924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -4423927.000000 Penalty: 5107.787598
	Iteration 37Q: 3 clusters Score -4423927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4423930.000000 Penalty: 5107.787598
	Iteration 38Q: 3 clusters Score -4423930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -4423929.000000 Penalty: 5107.787598
	Iteration 39Q: 3 clusters Score -4423929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4423926.500000 Penalty: 5107.787598
	Iteration 40F: 3 clusters Score -4423926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4423927.000000 Penalty: 5107.787598
	Iteration 41Q: 3 clusters Score -4423927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4423934.000000 Penalty: 5107.787598
	Iteration 42Q: 3 clusters Score -4423934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4423934.000000 Penalty: 5107.787598
	Iteration 43F: 3 clusters Score -4423934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -944492.812500 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -944492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -939081.375000 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -939081.4 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -940873.875000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -940873.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -941402.750000 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -941402.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -941872.250000 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -941872.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -942375.375000 Penalty: 4356.792480
	Iteration 4F: 3 clusters Score -942375.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -942770.250000 Penalty: 4356.792480
	Iteration 5F: 3 clusters Score -942770.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -943036.125000 Penalty: 4356.792480
	Iteration 6F: 3 clusters Score -943036.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -943164.875000 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -943164.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -943231.312500 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -943231.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -943261.062500 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -943261.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -943277.250000 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -943277.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -943291.062500 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -943291.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -943300.125000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -943300.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -943304.312500 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -943304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -943307.375000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -943307.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -943307.375000 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -943307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -943309.437500 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -943309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -943312.312500 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -943312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -943310.000000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -943310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -943312.187500 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -943312.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -943314.062500 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -943314.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -943315.062500 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -943315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -943316.375000 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -943316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -943314.937500 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -943314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -943314.937500 Penalty: 4356.792480
	Iteration 24F: 3 clusters Score -943314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Entering Unmasked Estep 
Score: -1432813.125000 Penalty: 2272.589600
	Iteration 0F: 2 clusters Score -1432813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1425371.500000 Penalty: 4545.179199
	Iteration 0F: 3 clusters Score -1425372 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1427446.000000 Penalty: 4545.179199
	Iteration 1F: 3 clusters Score -1427446 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1427737.625000 Penalty: 4545.179199
	Iteration 2F: 3 clusters Score -1427738 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1427942.000000 Penalty: 4545.179199
	Iteration 3F: 3 clusters Score -1427942 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1428099.875000 Penalty: 4545.179199
	Iteration 4Q: 3 clusters Score -1428100 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1428229.000000 Penalty: 4545.179199
	Iteration 5Q: 3 clusters Score -1428229 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1428348.250000 Penalty: 4545.179199
	Iteration 6Q: 3 clusters Score -1428348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1428468.625000 Penalty: 4545.179199
	Iteration 7Q: 3 clusters Score -1428469 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1428554.625000 Penalty: 4545.179199
	Iteration 8Q: 3 clusters Score -1428555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1428642.750000 Penalty: 4545.179199
	Iteration 9Q: 3 clusters Score -1428643 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1428738.250000 Penalty: 4545.179199
	Iteration 10Q: 3 clusters Score -1428738 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1428847.500000 Penalty: 4545.179199
	Iteration 11Q: 3 clusters Score -1428848 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1428943.625000 Penalty: 4545.179199
	Iteration 12Q: 3 clusters Score -1428944 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1429052.750000 Penalty: 4545.179199
	Iteration 13Q: 3 clusters Score -1429053 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1429171.250000 Penalty: 4545.179199
	Iteration 14Q: 3 clusters Score -1429171 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1429303.000000 Penalty: 4545.179199
	Iteration 15Q: 3 clusters Score -1429303 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1429429.750000 Penalty: 4545.179199
	Iteration 16Q: 3 clusters Score -1429430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1429575.000000 Penalty: 4545.179199
	Iteration 17Q: 3 clusters Score -1429575 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1429736.000000 Penalty: 4545.179199
	Iteration 18Q: 3 clusters Score -1429736 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1429882.625000 Penalty: 4545.179199
	Iteration 19Q: 3 clusters Score -1429883 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1430016.250000 Penalty: 4545.179199
	Iteration 20F: 3 clusters Score -1430016 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1430143.000000 Penalty: 4545.179199
	Iteration 21Q: 3 clusters Score -1430143 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1430272.250000 Penalty: 4545.179199
	Iteration 22Q: 3 clusters Score -1430272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1430374.625000 Penalty: 4545.179199
	Iteration 23Q: 3 clusters Score -1430375 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1430460.375000 Penalty: 4545.179199
	Iteration 24Q: 3 clusters Score -1430460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1430546.375000 Penalty: 4545.179199
	Iteration 25Q: 3 clusters Score -1430546 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1430626.250000 Penalty: 4545.179199
	Iteration 26Q: 3 clusters Score -1430626 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1430681.500000 Penalty: 4545.179199
	Iteration 27Q: 3 clusters Score -1430682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1430728.375000 Penalty: 4545.179199
	Iteration 28Q: 3 clusters Score -1430728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1430769.750000 Penalty: 4545.179199
	Iteration 29Q: 3 clusters Score -1430770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1430796.500000 Penalty: 4545.179199
	Iteration 30Q: 3 clusters Score -1430796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1430815.000000 Penalty: 4545.179199
	Iteration 31Q: 3 clusters Score -1430815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1430831.000000 Penalty: 4545.179199
	Iteration 32Q: 3 clusters Score -1430831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1430854.750000 Penalty: 4545.179199
	Iteration 33Q: 3 clusters Score -1430855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1430871.625000 Penalty: 4545.179199
	Iteration 34Q: 3 clusters Score -1430872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1430878.375000 Penalty: 4545.179199
	Iteration 35Q: 3 clusters Score -1430878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1430880.625000 Penalty: 4545.179199
	Iteration 36Q: 3 clusters Score -1430881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1430889.000000 Penalty: 4545.179199
	Iteration 37Q: 3 clusters Score -1430889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1430891.500000 Penalty: 4545.179199
	Iteration 38Q: 3 clusters Score -1430892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1430893.250000 Penalty: 4545.179199
	Iteration 39Q: 3 clusters Score -1430893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1430897.750000 Penalty: 4545.179199
	Iteration 40F: 3 clusters Score -1430898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1430899.000000 Penalty: 4545.179199
	Iteration 41Q: 3 clusters Score -1430899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1430900.750000 Penalty: 4545.179199
	Iteration 42Q: 3 clusters Score -1430901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1430901.750000 Penalty: 4545.179199
	Iteration 43Q: 3 clusters Score -1430902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1430905.125000 Penalty: 4545.179199
	Iteration 44Q: 3 clusters Score -1430905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1430909.125000 Penalty: 4545.179199
	Iteration 45Q: 3 clusters Score -1430909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1430909.750000 Penalty: 4545.179199
	Iteration 46Q: 3 clusters Score -1430910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1430911.500000 Penalty: 4545.179199
	Iteration 47Q: 3 clusters Score -1430912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1430913.500000 Penalty: 4545.179199
	Iteration 48Q: 3 clusters Score -1430914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1430914.375000 Penalty: 4545.179199
	Iteration 49Q: 3 clusters Score -1430914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1430914.375000 Penalty: 4545.179199
	Iteration 50F: 3 clusters Score -1430914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Entering Unmasked Estep 
Score: -2406774.000000 Penalty: 2419.940918
	Iteration 0F: 2 clusters Score -2406774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2394471.500000 Penalty: 4839.881836
	Iteration 0F: 3 clusters Score -2394472 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2398649.000000 Penalty: 4839.881836
	Iteration 1F: 3 clusters Score -2398649 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2399341.000000 Penalty: 4839.881836
	Iteration 2F: 3 clusters Score -2399341 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2399946.500000 Penalty: 4839.881836
	Iteration 3F: 3 clusters Score -2399946 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2400539.250000 Penalty: 4839.881836
	Iteration 4F: 3 clusters Score -2400539 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2401088.250000 Penalty: 4839.881836
	Iteration 5F: 3 clusters Score -2401088 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2401608.250000 Penalty: 4839.881836
	Iteration 6F: 3 clusters Score -2401608 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2402059.250000 Penalty: 4839.881836
	Iteration 7Q: 3 clusters Score -2402059 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2402460.750000 Penalty: 4839.881836
	Iteration 8Q: 3 clusters Score -2402461 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2402836.000000 Penalty: 4839.881836
	Iteration 9Q: 3 clusters Score -2402836 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2403147.750000 Penalty: 4839.881836
	Iteration 10Q: 3 clusters Score -2403148 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2403442.250000 Penalty: 4839.881836
	Iteration 11Q: 3 clusters Score -2403442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2403668.250000 Penalty: 4839.881836
	Iteration 12Q: 3 clusters Score -2403668 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2403925.500000 Penalty: 4839.881836
	Iteration 13Q: 3 clusters Score -2403926 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2404120.500000 Penalty: 4839.881836
	Iteration 14Q: 3 clusters Score -2404120 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2404284.750000 Penalty: 4839.881836
	Iteration 15Q: 3 clusters Score -2404285 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2404410.000000 Penalty: 4839.881836
	Iteration 16Q: 3 clusters Score -2404410 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2404501.750000 Penalty: 4839.881836
	Iteration 17Q: 3 clusters Score -2404502 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2404589.000000 Penalty: 4839.881836
	Iteration 18Q: 3 clusters Score -2404589 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2404670.000000 Penalty: 4839.881836
	Iteration 19Q: 3 clusters Score -2404670 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2404745.500000 Penalty: 4839.881836
	Iteration 20F: 3 clusters Score -2404746 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2404793.250000 Penalty: 4839.881836
	Iteration 21Q: 3 clusters Score -2404793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2404844.750000 Penalty: 4839.881836
	Iteration 22Q: 3 clusters Score -2404845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2404874.750000 Penalty: 4839.881836
	Iteration 23Q: 3 clusters Score -2404875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2404901.250000 Penalty: 4839.881836
	Iteration 24Q: 3 clusters Score -2404901 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2404935.500000 Penalty: 4839.881836
	Iteration 25Q: 3 clusters Score -2404936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2404954.250000 Penalty: 4839.881836
	Iteration 26Q: 3 clusters Score -2404954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2404960.000000 Penalty: 4839.881836
	Iteration 27Q: 3 clusters Score -2404960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2404967.500000 Penalty: 4839.881836
	Iteration 28Q: 3 clusters Score -2404968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2404977.000000 Penalty: 4839.881836
	Iteration 29Q: 3 clusters Score -2404977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2404995.000000 Penalty: 4839.881836
	Iteration 30Q: 3 clusters Score -2404995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2405004.000000 Penalty: 4839.881836
	Iteration 31Q: 3 clusters Score -2405004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2405007.500000 Penalty: 4839.881836
	Iteration 32Q: 3 clusters Score -2405008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2405019.000000 Penalty: 4839.881836
	Iteration 33Q: 3 clusters Score -2405019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2405032.750000 Penalty: 4839.881836
	Iteration 34Q: 3 clusters Score -2405033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2405033.000000 Penalty: 4839.881836
	Iteration 35Q: 3 clusters Score -2405033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2405037.750000 Penalty: 4839.881836
	Iteration 36Q: 3 clusters Score -2405038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2405045.250000 Penalty: 4839.881836
	Iteration 37Q: 3 clusters Score -2405045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2405054.750000 Penalty: 4839.881836
	Iteration 38Q: 3 clusters Score -2405055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2405061.250000 Penalty: 4839.881836
	Iteration 39Q: 3 clusters Score -2405061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2405073.000000 Penalty: 4839.881836
	Iteration 40F: 3 clusters Score -2405073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2405074.000000 Penalty: 4839.881836
	Iteration 41Q: 3 clusters Score -2405074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2405074.750000 Penalty: 4839.881836
	Iteration 42Q: 3 clusters Score -2405075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2405076.000000 Penalty: 4839.881836
	Iteration 43Q: 3 clusters Score -2405076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2405080.750000 Penalty: 4839.881836
	Iteration 44Q: 3 clusters Score -2405081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2405084.500000 Penalty: 4839.881836
	Iteration 45Q: 3 clusters Score -2405084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2405084.250000 Penalty: 4839.881836
	Iteration 46Q: 3 clusters Score -2405084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2405089.250000 Penalty: 4839.881836
	Iteration 47Q: 3 clusters Score -2405089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2405092.000000 Penalty: 4839.881836
	Iteration 48Q: 3 clusters Score -2405092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -2405095.000000 Penalty: 4839.881836
	Iteration 49Q: 3 clusters Score -2405095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2405096.750000 Penalty: 4839.881836
	Iteration 50Q: 3 clusters Score -2405097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2405100.000000 Penalty: 4839.881836
	Iteration 51Q: 3 clusters Score -2405100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2405101.000000 Penalty: 4839.881836
	Iteration 52Q: 3 clusters Score -2405101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2405106.250000 Penalty: 4839.881836
	Iteration 53Q: 3 clusters Score -2405106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2405104.500000 Penalty: 4839.881836
	Iteration 54Q: 3 clusters Score -2405104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2405105.750000 Penalty: 4839.881836
	Iteration 55Q: 3 clusters Score -2405106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2405107.000000 Penalty: 4839.881836
	Iteration 56Q: 3 clusters Score -2405107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2405109.000000 Penalty: 4839.881836
	Iteration 57Q: 3 clusters Score -2405109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2405111.000000 Penalty: 4839.881836
	Iteration 58Q: 3 clusters Score -2405111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2405112.250000 Penalty: 4839.881836
	Iteration 59Q: 3 clusters Score -2405112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2405112.250000 Penalty: 4839.881836
	Iteration 60F: 3 clusters Score -2405112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2405114.500000 Penalty: 4839.881836
	Iteration 61Q: 3 clusters Score -2405114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2405118.500000 Penalty: 4839.881836
	Iteration 62Q: 3 clusters Score -2405118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2405122.000000 Penalty: 4839.881836
	Iteration 63Q: 3 clusters Score -2405122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2405127.250000 Penalty: 4839.881836
	Iteration 64Q: 3 clusters Score -2405127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2405127.500000 Penalty: 4839.881836
	Iteration 65Q: 3 clusters Score -2405128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2405130.500000 Penalty: 4839.881836
	Iteration 66Q: 3 clusters Score -2405130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2405135.750000 Penalty: 4839.881836
	Iteration 67Q: 3 clusters Score -2405136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2405143.000000 Penalty: 4839.881836
	Iteration 68Q: 3 clusters Score -2405143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2405146.500000 Penalty: 4839.881836
	Iteration 69Q: 3 clusters Score -2405146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2405155.250000 Penalty: 4839.881836
	Iteration 70Q: 3 clusters Score -2405155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2405158.250000 Penalty: 4839.881836
	Iteration 71Q: 3 clusters Score -2405158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2405165.500000 Penalty: 4839.881836
	Iteration 72Q: 3 clusters Score -2405166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2405171.750000 Penalty: 4839.881836
	Iteration 73Q: 3 clusters Score -2405172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2405180.250000 Penalty: 4839.881836
	Iteration 74Q: 3 clusters Score -2405180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2405185.000000 Penalty: 4839.881836
	Iteration 75Q: 3 clusters Score -2405185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2405187.500000 Penalty: 4839.881836
	Iteration 76Q: 3 clusters Score -2405188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2405190.250000 Penalty: 4839.881836
	Iteration 77Q: 3 clusters Score -2405190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2405192.500000 Penalty: 4839.881836
	Iteration 78Q: 3 clusters Score -2405192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2405192.000000 Penalty: 4839.881836
	Iteration 79Q: 3 clusters Score -2405192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2405194.000000 Penalty: 4839.881836
	Iteration 80F: 3 clusters Score -2405194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2405194.750000 Penalty: 4839.881836
	Iteration 81Q: 3 clusters Score -2405195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2405196.250000 Penalty: 4839.881836
	Iteration 82Q: 3 clusters Score -2405196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2405198.000000 Penalty: 4839.881836
	Iteration 83Q: 3 clusters Score -2405198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2405198.250000 Penalty: 4839.881836
	Iteration 84Q: 3 clusters Score -2405198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2405195.500000 Penalty: 4839.881836
	Iteration 85Q: 3 clusters Score -2405196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2405196.250000 Penalty: 4839.881836
	Iteration 86Q: 3 clusters Score -2405196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2405196.250000 Penalty: 4839.881836
	Iteration 87F: 3 clusters Score -2405196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Entering Unmasked Estep 
Score: -865117.187500 Penalty: 2170.090820
	Iteration 0F: 2 clusters Score -865117.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -859751.250000 Penalty: 4340.181641
	Iteration 0F: 3 clusters Score -859751.2 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -861246.625000 Penalty: 4340.181641
	Iteration 1F: 3 clusters Score -861246.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -861576.437500 Penalty: 4340.181641
	Iteration 2F: 3 clusters Score -861576.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -861809.000000 Penalty: 4340.181641
	Iteration 3F: 3 clusters Score -861809 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -861956.250000 Penalty: 4340.181641
	Iteration 4Q: 3 clusters Score -861956.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -862080.875000 Penalty: 4340.181641
	Iteration 5Q: 3 clusters Score -862080.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -862186.250000 Penalty: 4340.181641
	Iteration 6Q: 3 clusters Score -862186.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -862268.625000 Penalty: 4340.181641
	Iteration 7Q: 3 clusters Score -862268.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -862343.000000 Penalty: 4340.181641
	Iteration 8Q: 3 clusters Score -862343 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -862410.000000 Penalty: 4340.181641
	Iteration 9Q: 3 clusters Score -862410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -862456.062500 Penalty: 4340.181641
	Iteration 10Q: 3 clusters Score -862456.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -862487.812500 Penalty: 4340.181641
	Iteration 11Q: 3 clusters Score -862487.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -862513.687500 Penalty: 4340.181641
	Iteration 12Q: 3 clusters Score -862513.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -862536.125000 Penalty: 4340.181641
	Iteration 13Q: 3 clusters Score -862536.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -862559.812500 Penalty: 4340.181641
	Iteration 14Q: 3 clusters Score -862559.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -862582.687500 Penalty: 4340.181641
	Iteration 15Q: 3 clusters Score -862582.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -862598.625000 Penalty: 4340.181641
	Iteration 16Q: 3 clusters Score -862598.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -862610.687500 Penalty: 4340.181641
	Iteration 17Q: 3 clusters Score -862610.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -862621.562500 Penalty: 4340.181641
	Iteration 18Q: 3 clusters Score -862621.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -862626.562500 Penalty: 4340.181641
	Iteration 19Q: 3 clusters Score -862626.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -862633.000000 Penalty: 4340.181641
	Iteration 20F: 3 clusters Score -862633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -862642.625000 Penalty: 4340.181641
	Iteration 21Q: 3 clusters Score -862642.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -862652.937500 Penalty: 4340.181641
	Iteration 22Q: 3 clusters Score -862652.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -862661.187500 Penalty: 4340.181641
	Iteration 23Q: 3 clusters Score -862661.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -862669.750000 Penalty: 4340.181641
	Iteration 24Q: 3 clusters Score -862669.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -862677.875000 Penalty: 4340.181641
	Iteration 25Q: 3 clusters Score -862677.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -862679.437500 Penalty: 4340.181641
	Iteration 26Q: 3 clusters Score -862679.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -862684.125000 Penalty: 4340.181641
	Iteration 27Q: 3 clusters Score -862684.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -862687.562500 Penalty: 4340.181641
	Iteration 28Q: 3 clusters Score -862687.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -862690.625000 Penalty: 4340.181641
	Iteration 29Q: 3 clusters Score -862690.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -862698.687500 Penalty: 4340.181641
	Iteration 30Q: 3 clusters Score -862698.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -862701.625000 Penalty: 4340.181641
	Iteration 31Q: 3 clusters Score -862701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -862704.312500 Penalty: 4340.181641
	Iteration 32Q: 3 clusters Score -862704.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -862707.437500 Penalty: 4340.181641
	Iteration 33Q: 3 clusters Score -862707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -862708.812500 Penalty: 4340.181641
	Iteration 34Q: 3 clusters Score -862708.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -862711.937500 Penalty: 4340.181641
	Iteration 35Q: 3 clusters Score -862711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -862715.062500 Penalty: 4340.181641
	Iteration 36Q: 3 clusters Score -862715.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -862718.187500 Penalty: 4340.181641
	Iteration 37Q: 3 clusters Score -862718.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -862720.125000 Penalty: 4340.181641
	Iteration 38Q: 3 clusters Score -862720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -862722.250000 Penalty: 4340.181641
	Iteration 39Q: 3 clusters Score -862722.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -862723.250000 Penalty: 4340.181641
	Iteration 40F: 3 clusters Score -862723.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -862728.812500 Penalty: 4340.181641
	Iteration 41Q: 3 clusters Score -862728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -862731.312500 Penalty: 4340.181641
	Iteration 42Q: 3 clusters Score -862731.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -862734.250000 Penalty: 4340.181641
	Iteration 43Q: 3 clusters Score -862734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -862733.687500 Penalty: 4340.181641
	Iteration 44Q: 3 clusters Score -862733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -862737.250000 Penalty: 4340.181641
	Iteration 45Q: 3 clusters Score -862737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -862737.000000 Penalty: 4340.181641
	Iteration 46Q: 3 clusters Score -862737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -862741.000000 Penalty: 4340.181641
	Iteration 47Q: 3 clusters Score -862741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -862741.312500 Penalty: 4340.181641
	Iteration 48Q: 3 clusters Score -862741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -862741.500000 Penalty: 4340.181641
	Iteration 49Q: 3 clusters Score -862741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -862742.312500 Penalty: 4340.181641
	Iteration 50Q: 3 clusters Score -862742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -862745.750000 Penalty: 4340.181641
	Iteration 51Q: 3 clusters Score -862745.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -862748.750000 Penalty: 4340.181641
	Iteration 52Q: 3 clusters Score -862748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -862754.500000 Penalty: 4340.181641
	Iteration 53Q: 3 clusters Score -862754.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -862758.375000 Penalty: 4340.181641
	Iteration 54Q: 3 clusters Score -862758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -862763.187500 Penalty: 4340.181641
	Iteration 55Q: 3 clusters Score -862763.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -862768.375000 Penalty: 4340.181641
	Iteration 56Q: 3 clusters Score -862768.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -862774.687500 Penalty: 4340.181641
	Iteration 57Q: 3 clusters Score -862774.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -862782.312500 Penalty: 4340.181641
	Iteration 58Q: 3 clusters Score -862782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -862787.625000 Penalty: 4340.181641
	Iteration 59Q: 3 clusters Score -862787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -862794.187500 Penalty: 4340.181641
	Iteration 60F: 3 clusters Score -862794.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -862797.437500 Penalty: 4340.181641
	Iteration 61Q: 3 clusters Score -862797.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -862798.187500 Penalty: 4340.181641
	Iteration 62Q: 3 clusters Score -862798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -862799.812500 Penalty: 4340.181641
	Iteration 63Q: 3 clusters Score -862799.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -862800.000000 Penalty: 4340.181641
	Iteration 64Q: 3 clusters Score -862800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -862801.250000 Penalty: 4340.181641
	Iteration 65Q: 3 clusters Score -862801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -862801.625000 Penalty: 4340.181641
	Iteration 66Q: 3 clusters Score -862801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -862803.687500 Penalty: 4340.181641
	Iteration 67Q: 3 clusters Score -862803.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -862805.312500 Penalty: 4340.181641
	Iteration 68Q: 3 clusters Score -862805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -862807.937500 Penalty: 4340.181641
	Iteration 69Q: 3 clusters Score -862807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -862809.562500 Penalty: 4340.181641
	Iteration 70Q: 3 clusters Score -862809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -862811.062500 Penalty: 4340.181641
	Iteration 71Q: 3 clusters Score -862811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -862813.750000 Penalty: 4340.181641
	Iteration 72Q: 3 clusters Score -862813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -862816.000000 Penalty: 4340.181641
	Iteration 73Q: 3 clusters Score -862816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -862817.437500 Penalty: 4340.181641
	Iteration 74Q: 3 clusters Score -862817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -862816.875000 Penalty: 4340.181641
	Iteration 75Q: 3 clusters Score -862816.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -862820.250000 Penalty: 4340.181641
	Iteration 76Q: 3 clusters Score -862820.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -862821.875000 Penalty: 4340.181641
	Iteration 77Q: 3 clusters Score -862821.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -862824.125000 Penalty: 4340.181641
	Iteration 78Q: 3 clusters Score -862824.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -862826.375000 Penalty: 4340.181641
	Iteration 79Q: 3 clusters Score -862826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -862827.250000 Penalty: 4340.181641
	Iteration 80F: 3 clusters Score -862827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -862830.062500 Penalty: 4340.181641
	Iteration 81Q: 3 clusters Score -862830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -862831.375000 Penalty: 4340.181641
	Iteration 82Q: 3 clusters Score -862831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -862830.500000 Penalty: 4340.181641
	Iteration 83Q: 3 clusters Score -862830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -862833.062500 Penalty: 4340.181641
	Iteration 84Q: 3 clusters Score -862833.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -862835.000000 Penalty: 4340.181641
	Iteration 85Q: 3 clusters Score -862835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -862836.062500 Penalty: 4340.181641
	Iteration 86Q: 3 clusters Score -862836.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -862837.875000 Penalty: 4340.181641
	Iteration 87Q: 3 clusters Score -862837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -862840.312500 Penalty: 4340.181641
	Iteration 88Q: 3 clusters Score -862840.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -862843.625000 Penalty: 4340.181641
	Iteration 89Q: 3 clusters Score -862843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -862845.937500 Penalty: 4340.181641
	Iteration 90Q: 3 clusters Score -862845.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -862844.625000 Penalty: 4340.181641
	Iteration 91Q: 3 clusters Score -862844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -862845.562500 Penalty: 4340.181641
	Iteration 92Q: 3 clusters Score -862845.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -862847.625000 Penalty: 4340.181641
	Iteration 93Q: 3 clusters Score -862847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -862848.500000 Penalty: 4340.181641
	Iteration 94Q: 3 clusters Score -862848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -862849.062500 Penalty: 4340.181641
	Iteration 95Q: 3 clusters Score -862849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -862851.125000 Penalty: 4340.181641
	Iteration 96Q: 3 clusters Score -862851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -862852.812500 Penalty: 4340.181641
	Iteration 97Q: 3 clusters Score -862852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -862854.125000 Penalty: 4340.181641
	Iteration 98Q: 3 clusters Score -862854.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -862854.000000 Penalty: 4340.181641
	Iteration 99Q: 3 clusters Score -862854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -862853.375000 Penalty: 4340.181641
	Iteration 100F: 3 clusters Score -862853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -862855.875000 Penalty: 4340.181641
	Iteration 101Q: 3 clusters Score -862855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -862856.375000 Penalty: 4340.181641
	Iteration 102Q: 3 clusters Score -862856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -862857.000000 Penalty: 4340.181641
	Iteration 103Q: 3 clusters Score -862857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -862858.937500 Penalty: 4340.181641
	Iteration 104Q: 3 clusters Score -862858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -862860.562500 Penalty: 4340.181641
	Iteration 105Q: 3 clusters Score -862860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -862861.500000 Penalty: 4340.181641
	Iteration 106Q: 3 clusters Score -862861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -862861.562500 Penalty: 4340.181641
	Iteration 107Q: 3 clusters Score -862861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -862863.500000 Penalty: 4340.181641
	Iteration 108Q: 3 clusters Score -862863.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -862861.937500 Penalty: 4340.181641
	Iteration 109Q: 3 clusters Score -862861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -862862.937500 Penalty: 4340.181641
	Iteration 110Q: 3 clusters Score -862862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -862864.312500 Penalty: 4340.181641
	Iteration 111Q: 3 clusters Score -862864.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -862863.062500 Penalty: 4340.181641
	Iteration 112Q: 3 clusters Score -862863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -862863.750000 Penalty: 4340.181641
	Iteration 113Q: 3 clusters Score -862863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -862863.750000 Penalty: 4340.181641
	Iteration 114F: 3 clusters Score -862863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -153972.218750 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -153972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151952.687500 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -151952.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152480.171875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -152480.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152762.109375 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -152762.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152949.578125 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -152949.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153105.453125 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -153105.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153197.984375 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -153198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153252.171875 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -153252.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -153314.671875 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -153314.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153370.500000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -153370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -153413.843750 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -153413.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153462.421875 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -153462.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153532.218750 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -153532.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153617.250000 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -153617.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -153643.453125 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -153643.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153652.234375 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -153652.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -153659.484375 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -153659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -153663.328125 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -153663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153664.359375 Penalty: 3514.606934
	Iteration 17Q: 3 clusters Score -153664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153664.796875 Penalty: 3514.606934
	Iteration 18Q: 3 clusters Score -153664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153668.203125 Penalty: 3514.606934
	Iteration 19F: 3 clusters Score -153668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -153678.000000 Penalty: 3514.606934
	Iteration 20F: 3 clusters Score -153678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -153681.125000 Penalty: 3514.606934
	Iteration 21Q: 3 clusters Score -153681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -153685.250000 Penalty: 3514.606934
	Iteration 22Q: 3 clusters Score -153685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153687.937500 Penalty: 3514.606934
	Iteration 23Q: 3 clusters Score -153687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153689.500000 Penalty: 3514.606934
	Iteration 24Q: 3 clusters Score -153689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153690.531250 Penalty: 3514.606934
	Iteration 25Q: 3 clusters Score -153690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153690.531250 Penalty: 3514.606934
	Iteration 26F: 3 clusters Score -153690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -1673661.500000 Penalty: 2308.611572
	Iteration 0F: 2 clusters Score -1673662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1665308.500000 Penalty: 4617.223145
	Iteration 0F: 3 clusters Score -1665308 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1667793.875000 Penalty: 4617.223145
	Iteration 1F: 3 clusters Score -1667794 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1668101.625000 Penalty: 4617.223145
	Iteration 2F: 3 clusters Score -1668102 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1668336.625000 Penalty: 4617.223145
	Iteration 3Q: 3 clusters Score -1668337 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1668539.625000 Penalty: 4617.223145
	Iteration 4Q: 3 clusters Score -1668540 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1668758.375000 Penalty: 4617.223145
	Iteration 5Q: 3 clusters Score -1668758 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1668953.125000 Penalty: 4617.223145
	Iteration 6Q: 3 clusters Score -1668953 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1669125.500000 Penalty: 4617.223145
	Iteration 7Q: 3 clusters Score -1669126 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1669277.125000 Penalty: 4617.223145
	Iteration 8Q: 3 clusters Score -1669277 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1669441.750000 Penalty: 4617.223145
	Iteration 9Q: 3 clusters Score -1669442 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1669625.125000 Penalty: 4617.223145
	Iteration 10Q: 3 clusters Score -1669625 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1669808.875000 Penalty: 4617.223145
	Iteration 11Q: 3 clusters Score -1669809 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1670005.875000 Penalty: 4617.223145
	Iteration 12Q: 3 clusters Score -1670006 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1670184.375000 Penalty: 4617.223145
	Iteration 13Q: 3 clusters Score -1670184 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1670389.125000 Penalty: 4617.223145
	Iteration 14Q: 3 clusters Score -1670389 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1670572.875000 Penalty: 4617.223145
	Iteration 15Q: 3 clusters Score -1670573 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1670725.875000 Penalty: 4617.223145
	Iteration 16Q: 3 clusters Score -1670726 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1670880.875000 Penalty: 4617.223145
	Iteration 17Q: 3 clusters Score -1670881 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1671023.500000 Penalty: 4617.223145
	Iteration 18Q: 3 clusters Score -1671024 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1671136.875000 Penalty: 4617.223145
	Iteration 19Q: 3 clusters Score -1671137 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1671223.750000 Penalty: 4617.223145
	Iteration 20F: 3 clusters Score -1671224 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1671287.250000 Penalty: 4617.223145
	Iteration 21Q: 3 clusters Score -1671287 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1671336.500000 Penalty: 4617.223145
	Iteration 22Q: 3 clusters Score -1671336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1671379.750000 Penalty: 4617.223145
	Iteration 23Q: 3 clusters Score -1671380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1671422.375000 Penalty: 4617.223145
	Iteration 24Q: 3 clusters Score -1671422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1671463.625000 Penalty: 4617.223145
	Iteration 25Q: 3 clusters Score -1671464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1671497.500000 Penalty: 4617.223145
	Iteration 26Q: 3 clusters Score -1671498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1671518.000000 Penalty: 4617.223145
	Iteration 27Q: 3 clusters Score -1671518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1671539.125000 Penalty: 4617.223145
	Iteration 28Q: 3 clusters Score -1671539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1671562.500000 Penalty: 4617.223145
	Iteration 29Q: 3 clusters Score -1671562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1671573.250000 Penalty: 4617.223145
	Iteration 30Q: 3 clusters Score -1671573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1671581.500000 Penalty: 4617.223145
	Iteration 31Q: 3 clusters Score -1671582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1671595.000000 Penalty: 4617.223145
	Iteration 32Q: 3 clusters Score -1671595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1671599.000000 Penalty: 4617.223145
	Iteration 33Q: 3 clusters Score -1671599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1671607.750000 Penalty: 4617.223145
	Iteration 34Q: 3 clusters Score -1671608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1671617.625000 Penalty: 4617.223145
	Iteration 35Q: 3 clusters Score -1671618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1671625.375000 Penalty: 4617.223145
	Iteration 36Q: 3 clusters Score -1671625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1671635.875000 Penalty: 4617.223145
	Iteration 37Q: 3 clusters Score -1671636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1671643.000000 Penalty: 4617.223145
	Iteration 38Q: 3 clusters Score -1671643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1671647.625000 Penalty: 4617.223145
	Iteration 39Q: 3 clusters Score -1671648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1671649.500000 Penalty: 4617.223145
	Iteration 40F: 3 clusters Score -1671650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1671650.375000 Penalty: 4617.223145
	Iteration 41Q: 3 clusters Score -1671650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1671655.500000 Penalty: 4617.223145
	Iteration 42Q: 3 clusters Score -1671656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1671658.625000 Penalty: 4617.223145
	Iteration 43Q: 3 clusters Score -1671659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1671662.875000 Penalty: 4617.223145
	Iteration 44Q: 3 clusters Score -1671663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1671662.250000 Penalty: 4617.223145
	Iteration 45Q: 3 clusters Score -1671662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1671664.250000 Penalty: 4617.223145
	Iteration 46Q: 3 clusters Score -1671664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1671666.875000 Penalty: 4617.223145
	Iteration 47Q: 3 clusters Score -1671667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1671666.875000 Penalty: 4617.223145
	Iteration 48Q: 3 clusters Score -1671667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1671667.625000 Penalty: 4617.223145
	Iteration 49Q: 3 clusters Score -1671668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1671668.250000 Penalty: 4617.223145
	Iteration 50Q: 3 clusters Score -1671668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1671671.375000 Penalty: 4617.223145
	Iteration 51Q: 3 clusters Score -1671671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1671671.875000 Penalty: 4617.223145
	Iteration 52Q: 3 clusters Score -1671672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1671672.250000 Penalty: 4617.223145
	Iteration 53Q: 3 clusters Score -1671672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1671671.625000 Penalty: 4617.223145
	Iteration 54Q: 3 clusters Score -1671672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1671673.000000 Penalty: 4617.223145
	Iteration 55Q: 3 clusters Score -1671673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1671671.750000 Penalty: 4617.223145
	Iteration 56Q: 3 clusters Score -1671672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1671671.750000 Penalty: 4617.223145
	Iteration 57F: 3 clusters Score -1671672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Entering Unmasked Estep 
Score: -4037516.500000 Penalty: 2549.270752
	Iteration 0F: 2 clusters Score -4037516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4017416.000000 Penalty: 5098.541504
	Iteration 0F: 3 clusters Score -4017416 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4025158.750000 Penalty: 5098.541504
	Iteration 1F: 3 clusters Score -4025159 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4026465.000000 Penalty: 5098.541504
	Iteration 2F: 3 clusters Score -4026465 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -4027880.750000 Penalty: 5098.541504
	Iteration 3F: 3 clusters Score -4027881 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4029191.750000 Penalty: 5098.541504
	Iteration 4F: 3 clusters Score -4029192 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4030256.500000 Penalty: 5098.541504
	Iteration 5F: 3 clusters Score -4030256 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4031056.000000 Penalty: 5098.541504
	Iteration 6F: 3 clusters Score -4031056 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4031641.250000 Penalty: 5098.541504
	Iteration 7Q: 3 clusters Score -4031641 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4032127.250000 Penalty: 5098.541504
	Iteration 8Q: 3 clusters Score -4032127 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -4032519.500000 Penalty: 5098.541504
	Iteration 9Q: 3 clusters Score -4032520 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4032853.750000 Penalty: 5098.541504
	Iteration 10Q: 3 clusters Score -4032854 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4033162.250000 Penalty: 5098.541504
	Iteration 11Q: 3 clusters Score -4033162 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4033433.750000 Penalty: 5098.541504
	Iteration 12Q: 3 clusters Score -4033434 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -4033707.000000 Penalty: 5098.541504
	Iteration 13Q: 3 clusters Score -4033707 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4034008.500000 Penalty: 5098.541504
	Iteration 14Q: 3 clusters Score -4034008 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -4034242.500000 Penalty: 5098.541504
	Iteration 15Q: 3 clusters Score -4034242 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4034521.250000 Penalty: 5098.541504
	Iteration 16Q: 3 clusters Score -4034521 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -4034730.250000 Penalty: 5098.541504
	Iteration 17Q: 3 clusters Score -4034730 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4034967.250000 Penalty: 5098.541504
	Iteration 18Q: 3 clusters Score -4034967 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -4035176.750000 Penalty: 5098.541504
	Iteration 19Q: 3 clusters Score -4035177 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -4035378.500000 Penalty: 5098.541504
	Iteration 20F: 3 clusters Score -4035378 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4035553.250000 Penalty: 5098.541504
	Iteration 21Q: 3 clusters Score -4035553 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4035666.500000 Penalty: 5098.541504
	Iteration 22Q: 3 clusters Score -4035666 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -4035770.750000 Penalty: 5098.541504
	Iteration 23Q: 3 clusters Score -4035771 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4035843.250000 Penalty: 5098.541504
	Iteration 24Q: 3 clusters Score -4035843 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4035893.000000 Penalty: 5098.541504
	Iteration 25Q: 3 clusters Score -4035893 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -4035932.250000 Penalty: 5098.541504
	Iteration 26Q: 3 clusters Score -4035932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4035970.000000 Penalty: 5098.541504
	Iteration 27Q: 3 clusters Score -4035970 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -4035993.000000 Penalty: 5098.541504
	Iteration 28Q: 3 clusters Score -4035993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -4036023.250000 Penalty: 5098.541504
	Iteration 29Q: 3 clusters Score -4036023 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4036048.750000 Penalty: 5098.541504
	Iteration 30Q: 3 clusters Score -4036049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4036056.250000 Penalty: 5098.541504
	Iteration 31Q: 3 clusters Score -4036056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4036058.750000 Penalty: 5098.541504
	Iteration 32Q: 3 clusters Score -4036059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4036065.250000 Penalty: 5098.541504
	Iteration 33Q: 3 clusters Score -4036065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4036071.750000 Penalty: 5098.541504
	Iteration 34Q: 3 clusters Score -4036072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4036078.500000 Penalty: 5098.541504
	Iteration 35Q: 3 clusters Score -4036078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4036077.500000 Penalty: 5098.541504
	Iteration 36Q: 3 clusters Score -4036078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -4036072.500000 Penalty: 5098.541504
	Iteration 37Q: 3 clusters Score -4036072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4036076.750000 Penalty: 5098.541504
	Iteration 38Q: 3 clusters Score -4036077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4036082.750000 Penalty: 5098.541504
	Iteration 39Q: 3 clusters Score -4036083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4036083.750000 Penalty: 5098.541504
	Iteration 40F: 3 clusters Score -4036084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4036081.750000 Penalty: 5098.541504
	Iteration 41Q: 3 clusters Score -4036082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4036085.000000 Penalty: 5098.541504
	Iteration 42Q: 3 clusters Score -4036085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4036089.500000 Penalty: 5098.541504
	Iteration 43Q: 3 clusters Score -4036090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4036094.000000 Penalty: 5098.541504
	Iteration 44Q: 3 clusters Score -4036094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4036098.500000 Penalty: 5098.541504
	Iteration 45Q: 3 clusters Score -4036098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4036096.750000 Penalty: 5098.541504
	Iteration 46Q: 3 clusters Score -4036097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4036102.500000 Penalty: 5098.541504
	Iteration 47Q: 3 clusters Score -4036102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4036102.750000 Penalty: 5098.541504
	Iteration 48Q: 3 clusters Score -4036103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4036102.750000 Penalty: 5098.541504
	Iteration 49Q: 3 clusters Score -4036103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -4036102.500000 Penalty: 5098.541504
	Iteration 50Q: 3 clusters Score -4036102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4036102.000000 Penalty: 5098.541504
	Iteration 51Q: 3 clusters Score -4036102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -4036104.000000 Penalty: 5098.541504
	Iteration 52Q: 3 clusters Score -4036104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4036107.000000 Penalty: 5098.541504
	Iteration 53Q: 3 clusters Score -4036107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -4036111.000000 Penalty: 5098.541504
	Iteration 54Q: 3 clusters Score -4036111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4036115.250000 Penalty: 5098.541504
	Iteration 55Q: 3 clusters Score -4036115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4036120.500000 Penalty: 5098.541504
	Iteration 56Q: 3 clusters Score -4036120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -4036122.250000 Penalty: 5098.541504
	Iteration 57Q: 3 clusters Score -4036122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -4036121.250000 Penalty: 5098.541504
	Iteration 58Q: 3 clusters Score -4036121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4036123.000000 Penalty: 5098.541504
	Iteration 59Q: 3 clusters Score -4036123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4036123.000000 Penalty: 5098.541504
	Iteration 60F: 3 clusters Score -4036123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Entering Unmasked Estep 
Score: -1122678.625000 Penalty: 2216.397705
	Iteration 0F: 2 clusters Score -1122679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1116549.125000 Penalty: 4432.795410
	Iteration 0F: 3 clusters Score -1116549 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1118351.500000 Penalty: 4432.795410
	Iteration 1F: 3 clusters Score -1118352 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1118751.875000 Penalty: 4432.795410
	Iteration 2F: 3 clusters Score -1118752 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1119011.250000 Penalty: 4432.795410
	Iteration 3F: 3 clusters Score -1119011 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1119169.625000 Penalty: 4432.795410
	Iteration 4Q: 3 clusters Score -1119170 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1119304.125000 Penalty: 4432.795410
	Iteration 5Q: 3 clusters Score -1119304 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1119409.750000 Penalty: 4432.795410
	Iteration 6Q: 3 clusters Score -1119410 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1119512.625000 Penalty: 4432.795410
	Iteration 7Q: 3 clusters Score -1119513 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1119602.000000 Penalty: 4432.795410
	Iteration 8Q: 3 clusters Score -1119602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1119674.750000 Penalty: 4432.795410
	Iteration 9Q: 3 clusters Score -1119675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1119743.500000 Penalty: 4432.795410
	Iteration 10Q: 3 clusters Score -1119744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1119811.750000 Penalty: 4432.795410
	Iteration 11Q: 3 clusters Score -1119812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1119871.750000 Penalty: 4432.795410
	Iteration 12Q: 3 clusters Score -1119872 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1119930.500000 Penalty: 4432.795410
	Iteration 13Q: 3 clusters Score -1119930 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1119976.750000 Penalty: 4432.795410
	Iteration 14Q: 3 clusters Score -1119977 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1120023.750000 Penalty: 4432.795410
	Iteration 15Q: 3 clusters Score -1120024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1120055.500000 Penalty: 4432.795410
	Iteration 16Q: 3 clusters Score -1120056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1120075.625000 Penalty: 4432.795410
	Iteration 17Q: 3 clusters Score -1120076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1120099.250000 Penalty: 4432.795410
	Iteration 18Q: 3 clusters Score -1120099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1120118.250000 Penalty: 4432.795410
	Iteration 19Q: 3 clusters Score -1120118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1120139.625000 Penalty: 4432.795410
	Iteration 20F: 3 clusters Score -1120140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1120153.625000 Penalty: 4432.795410
	Iteration 21Q: 3 clusters Score -1120154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1120172.875000 Penalty: 4432.795410
	Iteration 22Q: 3 clusters Score -1120173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1120190.125000 Penalty: 4432.795410
	Iteration 23Q: 3 clusters Score -1120190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1120210.000000 Penalty: 4432.795410
	Iteration 24Q: 3 clusters Score -1120210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1120227.000000 Penalty: 4432.795410
	Iteration 25Q: 3 clusters Score -1120227 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1120242.250000 Penalty: 4432.795410
	Iteration 26Q: 3 clusters Score -1120242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1120261.375000 Penalty: 4432.795410
	Iteration 27Q: 3 clusters Score -1120261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1120274.750000 Penalty: 4432.795410
	Iteration 28Q: 3 clusters Score -1120275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1120287.875000 Penalty: 4432.795410
	Iteration 29Q: 3 clusters Score -1120288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1120295.750000 Penalty: 4432.795410
	Iteration 30Q: 3 clusters Score -1120296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1120304.250000 Penalty: 4432.795410
	Iteration 31Q: 3 clusters Score -1120304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1120313.125000 Penalty: 4432.795410
	Iteration 32Q: 3 clusters Score -1120313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1120317.500000 Penalty: 4432.795410
	Iteration 33Q: 3 clusters Score -1120318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1120320.750000 Penalty: 4432.795410
	Iteration 34Q: 3 clusters Score -1120321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1120327.125000 Penalty: 4432.795410
	Iteration 35Q: 3 clusters Score -1120327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1120329.000000 Penalty: 4432.795410
	Iteration 36Q: 3 clusters Score -1120329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1120335.125000 Penalty: 4432.795410
	Iteration 37Q: 3 clusters Score -1120335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1120338.250000 Penalty: 4432.795410
	Iteration 38Q: 3 clusters Score -1120338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1120340.500000 Penalty: 4432.795410
	Iteration 39Q: 3 clusters Score -1120340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1120340.625000 Penalty: 4432.795410
	Iteration 40F: 3 clusters Score -1120341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1120339.875000 Penalty: 4432.795410
	Iteration 41Q: 3 clusters Score -1120340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1120338.625000 Penalty: 4432.795410
	Iteration 42Q: 3 clusters Score -1120339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1120339.875000 Penalty: 4432.795410
	Iteration 43Q: 3 clusters Score -1120340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1120339.250000 Penalty: 4432.795410
	Iteration 44Q: 3 clusters Score -1120339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1120341.250000 Penalty: 4432.795410
	Iteration 45Q: 3 clusters Score -1120341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1120343.750000 Penalty: 4432.795410
	Iteration 46Q: 3 clusters Score -1120344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1120348.750000 Penalty: 4432.795410
	Iteration 47Q: 3 clusters Score -1120349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1120355.000000 Penalty: 4432.795410
	Iteration 48Q: 3 clusters Score -1120355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1120356.250000 Penalty: 4432.795410
	Iteration 49Q: 3 clusters Score -1120356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1120360.250000 Penalty: 4432.795410
	Iteration 50Q: 3 clusters Score -1120360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1120364.625000 Penalty: 4432.795410
	Iteration 51Q: 3 clusters Score -1120365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1120369.500000 Penalty: 4432.795410
	Iteration 52Q: 3 clusters Score -1120370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1120374.000000 Penalty: 4432.795410
	Iteration 53Q: 3 clusters Score -1120374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1120380.000000 Penalty: 4432.795410
	Iteration 54Q: 3 clusters Score -1120380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1120382.500000 Penalty: 4432.795410
	Iteration 55Q: 3 clusters Score -1120382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1120386.375000 Penalty: 4432.795410
	Iteration 56Q: 3 clusters Score -1120386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1120390.625000 Penalty: 4432.795410
	Iteration 57Q: 3 clusters Score -1120391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1120395.250000 Penalty: 4432.795410
	Iteration 58Q: 3 clusters Score -1120395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1120400.750000 Penalty: 4432.795410
	Iteration 59Q: 3 clusters Score -1120401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1120404.500000 Penalty: 4432.795410
	Iteration 60F: 3 clusters Score -1120404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1120409.875000 Penalty: 4432.795410
	Iteration 61Q: 3 clusters Score -1120410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1120411.750000 Penalty: 4432.795410
	Iteration 62Q: 3 clusters Score -1120412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1120412.750000 Penalty: 4432.795410
	Iteration 63Q: 3 clusters Score -1120413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1120414.875000 Penalty: 4432.795410
	Iteration 64Q: 3 clusters Score -1120415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1120417.750000 Penalty: 4432.795410
	Iteration 65Q: 3 clusters Score -1120418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1120418.125000 Penalty: 4432.795410
	Iteration 66Q: 3 clusters Score -1120418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1120422.000000 Penalty: 4432.795410
	Iteration 67Q: 3 clusters Score -1120422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1120423.375000 Penalty: 4432.795410
	Iteration 68Q: 3 clusters Score -1120423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1120425.375000 Penalty: 4432.795410
	Iteration 69Q: 3 clusters Score -1120425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1120427.750000 Penalty: 4432.795410
	Iteration 70Q: 3 clusters Score -1120428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1120429.125000 Penalty: 4432.795410
	Iteration 71Q: 3 clusters Score -1120429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1120433.375000 Penalty: 4432.795410
	Iteration 72Q: 3 clusters Score -1120433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1120434.000000 Penalty: 4432.795410
	Iteration 73Q: 3 clusters Score -1120434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1120438.000000 Penalty: 4432.795410
	Iteration 74Q: 3 clusters Score -1120438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1120445.375000 Penalty: 4432.795410
	Iteration 75Q: 3 clusters Score -1120445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1120453.250000 Penalty: 4432.795410
	Iteration 76Q: 3 clusters Score -1120453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1120456.750000 Penalty: 4432.795410
	Iteration 77Q: 3 clusters Score -1120457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1120460.625000 Penalty: 4432.795410
	Iteration 78Q: 3 clusters Score -1120461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1120468.500000 Penalty: 4432.795410
	Iteration 79Q: 3 clusters Score -1120468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1120472.625000 Penalty: 4432.795410
	Iteration 80F: 3 clusters Score -1120473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1120479.000000 Penalty: 4432.795410
	Iteration 81Q: 3 clusters Score -1120479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1120487.625000 Penalty: 4432.795410
	Iteration 82Q: 3 clusters Score -1120488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1120498.500000 Penalty: 4432.795410
	Iteration 83Q: 3 clusters Score -1120498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1120513.625000 Penalty: 4432.795410
	Iteration 84Q: 3 clusters Score -1120514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1120526.500000 Penalty: 4432.795410
	Iteration 85Q: 3 clusters Score -1120526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1120539.625000 Penalty: 4432.795410
	Iteration 86Q: 3 clusters Score -1120540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1120549.625000 Penalty: 4432.795410
	Iteration 87Q: 3 clusters Score -1120550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1120561.250000 Penalty: 4432.795410
	Iteration 88Q: 3 clusters Score -1120561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1120576.375000 Penalty: 4432.795410
	Iteration 89Q: 3 clusters Score -1120576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1120592.500000 Penalty: 4432.795410
	Iteration 90Q: 3 clusters Score -1120592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1120599.125000 Penalty: 4432.795410
	Iteration 91Q: 3 clusters Score -1120599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1120607.125000 Penalty: 4432.795410
	Iteration 92Q: 3 clusters Score -1120607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1120614.000000 Penalty: 4432.795410
	Iteration 93Q: 3 clusters Score -1120614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1120619.000000 Penalty: 4432.795410
	Iteration 94Q: 3 clusters Score -1120619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1120625.375000 Penalty: 4432.795410
	Iteration 95Q: 3 clusters Score -1120625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1120633.500000 Penalty: 4432.795410
	Iteration 96Q: 3 clusters Score -1120634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1120641.125000 Penalty: 4432.795410
	Iteration 97Q: 3 clusters Score -1120641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1120657.625000 Penalty: 4432.795410
	Iteration 98Q: 3 clusters Score -1120658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1120670.250000 Penalty: 4432.795410
	Iteration 99Q: 3 clusters Score -1120670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1120680.000000 Penalty: 4432.795410
	Iteration 100F: 3 clusters Score -1120680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1120701.625000 Penalty: 4432.795410
	Iteration 101Q: 3 clusters Score -1120702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1120716.375000 Penalty: 4432.795410
	Iteration 102Q: 3 clusters Score -1120716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1120740.875000 Penalty: 4432.795410
	Iteration 103Q: 3 clusters Score -1120741 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1120764.375000 Penalty: 4432.795410
	Iteration 104Q: 3 clusters Score -1120764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1120789.875000 Penalty: 4432.795410
	Iteration 105Q: 3 clusters Score -1120790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1120815.000000 Penalty: 4432.795410
	Iteration 106Q: 3 clusters Score -1120815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1120838.625000 Penalty: 4432.795410
	Iteration 107Q: 3 clusters Score -1120839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1120857.250000 Penalty: 4432.795410
	Iteration 108Q: 3 clusters Score -1120857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1120868.000000 Penalty: 4432.795410
	Iteration 109Q: 3 clusters Score -1120868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1120884.875000 Penalty: 4432.795410
	Iteration 110Q: 3 clusters Score -1120885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1120898.875000 Penalty: 4432.795410
	Iteration 111Q: 3 clusters Score -1120899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1120913.000000 Penalty: 4432.795410
	Iteration 112Q: 3 clusters Score -1120913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1120925.125000 Penalty: 4432.795410
	Iteration 113Q: 3 clusters Score -1120925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1120935.875000 Penalty: 4432.795410
	Iteration 114Q: 3 clusters Score -1120936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1120942.000000 Penalty: 4432.795410
	Iteration 115Q: 3 clusters Score -1120942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1120952.500000 Penalty: 4432.795410
	Iteration 116Q: 3 clusters Score -1120952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1120964.125000 Penalty: 4432.795410
	Iteration 117Q: 3 clusters Score -1120964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1120978.125000 Penalty: 4432.795410
	Iteration 118Q: 3 clusters Score -1120978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1120987.125000 Penalty: 4432.795410
	Iteration 119Q: 3 clusters Score -1120987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1120994.250000 Penalty: 4432.795410
	Iteration 120F: 3 clusters Score -1120994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1121003.125000 Penalty: 4432.795410
	Iteration 121Q: 3 clusters Score -1121003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1121015.375000 Penalty: 4432.795410
	Iteration 122Q: 3 clusters Score -1121015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1121025.375000 Penalty: 4432.795410
	Iteration 123Q: 3 clusters Score -1121025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1121033.250000 Penalty: 4432.795410
	Iteration 124Q: 3 clusters Score -1121033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1121041.375000 Penalty: 4432.795410
	Iteration 125Q: 3 clusters Score -1121041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1121051.625000 Penalty: 4432.795410
	Iteration 126Q: 3 clusters Score -1121052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1121054.000000 Penalty: 4432.795410
	Iteration 127Q: 3 clusters Score -1121054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1121059.500000 Penalty: 4432.795410
	Iteration 128Q: 3 clusters Score -1121060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1121064.875000 Penalty: 4432.795410
	Iteration 129Q: 3 clusters Score -1121065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1121069.500000 Penalty: 4432.795410
	Iteration 130Q: 3 clusters Score -1121070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1121076.750000 Penalty: 4432.795410
	Iteration 131Q: 3 clusters Score -1121077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1121078.625000 Penalty: 4432.795410
	Iteration 132Q: 3 clusters Score -1121079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1121079.125000 Penalty: 4432.795410
	Iteration 133Q: 3 clusters Score -1121079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1121078.500000 Penalty: 4432.795410
	Iteration 134Q: 3 clusters Score -1121078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1121080.750000 Penalty: 4432.795410
	Iteration 135Q: 3 clusters Score -1121081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1121082.000000 Penalty: 4432.795410
	Iteration 136Q: 3 clusters Score -1121082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1121082.750000 Penalty: 4432.795410
	Iteration 137Q: 3 clusters Score -1121083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1121084.625000 Penalty: 4432.795410
	Iteration 138Q: 3 clusters Score -1121085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1121086.250000 Penalty: 4432.795410
	Iteration 139Q: 3 clusters Score -1121086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1121087.875000 Penalty: 4432.795410
	Iteration 140F: 3 clusters Score -1121088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1121085.750000 Penalty: 4432.795410
	Iteration 141Q: 3 clusters Score -1121086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1121085.250000 Penalty: 4432.795410
	Iteration 142Q: 3 clusters Score -1121085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1121085.875000 Penalty: 4432.795410
	Iteration 143Q: 3 clusters Score -1121086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1121089.000000 Penalty: 4432.795410
	Iteration 144Q: 3 clusters Score -1121089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1121091.125000 Penalty: 4432.795410
	Iteration 145Q: 3 clusters Score -1121091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1121090.250000 Penalty: 4432.795410
	Iteration 146Q: 3 clusters Score -1121090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1121096.375000 Penalty: 4432.795410
	Iteration 147Q: 3 clusters Score -1121096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1121096.500000 Penalty: 4432.795410
	Iteration 148Q: 3 clusters Score -1121096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1121099.375000 Penalty: 4432.795410
	Iteration 149Q: 3 clusters Score -1121099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1121098.000000 Penalty: 4432.795410
	Iteration 150Q: 3 clusters Score -1121098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1121101.125000 Penalty: 4432.795410
	Iteration 151Q: 3 clusters Score -1121101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1121103.375000 Penalty: 4432.795410
	Iteration 152Q: 3 clusters Score -1121103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1121101.875000 Penalty: 4432.795410
	Iteration 153Q: 3 clusters Score -1121102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1121104.375000 Penalty: 4432.795410
	Iteration 154Q: 3 clusters Score -1121104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1121105.500000 Penalty: 4432.795410
	Iteration 155Q: 3 clusters Score -1121106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1121107.500000 Penalty: 4432.795410
	Iteration 156Q: 3 clusters Score -1121108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1121106.500000 Penalty: 4432.795410
	Iteration 157Q: 3 clusters Score -1121106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1121106.500000 Penalty: 4432.795410
	Iteration 158F: 3 clusters Score -1121106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -94606.718750 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -94606.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -92924.390625 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -92924.39 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93302.656250 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -93302.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93412.953125 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -93412.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93474.835938 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -93474.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -93521.398438 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -93521.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93542.218750 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -93542.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93563.812500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -93563.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -93577.195312 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -93577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -93589.718750 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -93589.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93605.546875 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -93605.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93622.921875 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -93622.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -93636.851562 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -93636.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93644.625000 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -93644.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93659.812500 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -93659.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -93677.750000 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -93677.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93699.281250 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -93699.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -93731.023438 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -93731.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -93763.140625 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -93763.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -93806.757812 Penalty: 3250.750977
	Iteration 18Q: 3 clusters Score -93806.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93842.781250 Penalty: 3250.750977
	Iteration 19Q: 3 clusters Score -93842.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -93878.695312 Penalty: 3250.750977
	Iteration 20F: 3 clusters Score -93878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93920.726562 Penalty: 3250.750977
	Iteration 21Q: 3 clusters Score -93920.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -93964.820312 Penalty: 3250.750977
	Iteration 22Q: 3 clusters Score -93964.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94062.460938 Penalty: 3250.750977
	Iteration 23Q: 3 clusters Score -94062.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -94285.078125 Penalty: 3250.750977
	Iteration 24Q: 3 clusters Score -94285.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94406.593750 Penalty: 3250.750977
	Iteration 25Q: 3 clusters Score -94406.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94438.335938 Penalty: 3250.750977
	Iteration 26Q: 3 clusters Score -94438.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -94528.992188 Penalty: 3250.750977
	Iteration 27Q: 3 clusters Score -94528.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94719.226562 Penalty: 3250.750977
	Iteration 28Q: 3 clusters Score -94719.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -94804.890625 Penalty: 3250.750977
	Iteration 29Q: 3 clusters Score -94804.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -94853.507812 Penalty: 3250.750977
	Iteration 30Q: 3 clusters Score -94853.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -94913.617188 Penalty: 3250.750977
	Iteration 31Q: 3 clusters Score -94913.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -94964.164062 Penalty: 3250.750977
	Iteration 32Q: 3 clusters Score -94964.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -94995.406250 Penalty: 3250.750977
	Iteration 33Q: 3 clusters Score -94995.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -95011.367188 Penalty: 3250.750977
	Iteration 34Q: 3 clusters Score -95011.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -95025.335938 Penalty: 3250.750977
	Iteration 35Q: 3 clusters Score -95025.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95028.765625 Penalty: 3250.750977
	Iteration 36Q: 3 clusters Score -95028.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -95029.515625 Penalty: 3250.750977
	Iteration 37F: 3 clusters Score -95029.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -95032.375000 Penalty: 3250.750977
	Iteration 38Q: 3 clusters Score -95032.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -95034.312500 Penalty: 3250.750977
	Iteration 39Q: 3 clusters Score -95034.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -95034.312500 Penalty: 3250.750977
	Iteration 40F: 3 clusters Score -95034.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80605 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 75240 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13563 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93822 members 
Mstep: Class 24 contains 183 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 17289 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29124 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 519 members 
Mstep: Class 36 contains 3911 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11001 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5341 members 
Mstep: Class 48 contains 29463 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115066200.000000 Penalty: 168590.921875
Splitting cluster 35 changes total score from -115067776.000000 to -115066200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (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: -495267.437500 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -495267.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -491486.468750 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -491486.5 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -492379.687500 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -492379.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -492727.406250 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -492727.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -493076.312500 Penalty: 4102.687988
	Iteration 3F: 3 clusters Score -493076.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -493492.218750 Penalty: 4102.687988
	Iteration 4F: 3 clusters Score -493492.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -493865.218750 Penalty: 4102.687988
	Iteration 5F: 3 clusters Score -493865.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -494191.875000 Penalty: 4102.687988
	Iteration 6F: 3 clusters Score -494191.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -494392.187500 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -494392.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -494519.812500 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -494519.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -494594.687500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -494594.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -494644.468750 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -494644.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -494665.750000 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -494665.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -494681.625000 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -494681.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -494692.906250 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -494692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -494699.937500 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -494699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -494702.562500 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -494702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -494704.375000 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -494704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -494704.343750 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -494704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -494705.500000 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -494705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -494705.500000 Penalty: 4102.687988
	Iteration 19F: 3 clusters Score -494705.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Entering Unmasked Estep 
Score: -1668730.500000 Penalty: 2317.463135
	Iteration 0F: 2 clusters Score -1668730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1660128.750000 Penalty: 4634.926270
	Iteration 0F: 3 clusters Score -1660129 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1662808.500000 Penalty: 4634.926270
	Iteration 1F: 3 clusters Score -1662808 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1663228.875000 Penalty: 4634.926270
	Iteration 2F: 3 clusters Score -1663229 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1663571.500000 Penalty: 4634.926270
	Iteration 3F: 3 clusters Score -1663572 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1663911.375000 Penalty: 4634.926270
	Iteration 4Q: 3 clusters Score -1663911 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1664315.625000 Penalty: 4634.926270
	Iteration 5Q: 3 clusters Score -1664316 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1664851.375000 Penalty: 4634.926270
	Iteration 6F: 3 clusters Score -1664851 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1665478.000000 Penalty: 4634.926270
	Iteration 7F: 3 clusters Score -1665478 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1665980.500000 Penalty: 4634.926270
	Iteration 8F: 3 clusters Score -1665980 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1666331.000000 Penalty: 4634.926270
	Iteration 9Q: 3 clusters Score -1666331 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1666550.625000 Penalty: 4634.926270
	Iteration 10Q: 3 clusters Score -1666551 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1666691.875000 Penalty: 4634.926270
	Iteration 11Q: 3 clusters Score -1666692 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1666782.750000 Penalty: 4634.926270
	Iteration 12Q: 3 clusters Score -1666783 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1666838.250000 Penalty: 4634.926270
	Iteration 13Q: 3 clusters Score -1666838 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1666871.625000 Penalty: 4634.926270
	Iteration 14Q: 3 clusters Score -1666872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1666898.250000 Penalty: 4634.926270
	Iteration 15Q: 3 clusters Score -1666898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1666913.250000 Penalty: 4634.926270
	Iteration 16Q: 3 clusters Score -1666913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1666927.500000 Penalty: 4634.926270
	Iteration 17Q: 3 clusters Score -1666928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1666931.750000 Penalty: 4634.926270
	Iteration 18Q: 3 clusters Score -1666932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1666939.500000 Penalty: 4634.926270
	Iteration 19Q: 3 clusters Score -1666940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1666944.750000 Penalty: 4634.926270
	Iteration 20F: 3 clusters Score -1666945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1666951.375000 Penalty: 4634.926270
	Iteration 21Q: 3 clusters Score -1666951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1666953.625000 Penalty: 4634.926270
	Iteration 22Q: 3 clusters Score -1666954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1666953.250000 Penalty: 4634.926270
	Iteration 23Q: 3 clusters Score -1666953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1666956.750000 Penalty: 4634.926270
	Iteration 24Q: 3 clusters Score -1666957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1666962.750000 Penalty: 4634.926270
	Iteration 25Q: 3 clusters Score -1666963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1666967.500000 Penalty: 4634.926270
	Iteration 26Q: 3 clusters Score -1666968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1666971.625000 Penalty: 4634.926270
	Iteration 27Q: 3 clusters Score -1666972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1666974.500000 Penalty: 4634.926270
	Iteration 28Q: 3 clusters Score -1666974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1666973.000000 Penalty: 4634.926270
	Iteration 29Q: 3 clusters Score -1666973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1666973.750000 Penalty: 4634.926270
	Iteration 30Q: 3 clusters Score -1666974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1666979.125000 Penalty: 4634.926270
	Iteration 31Q: 3 clusters Score -1666979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1666977.000000 Penalty: 4634.926270
	Iteration 32Q: 3 clusters Score -1666977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1666977.125000 Penalty: 4634.926270
	Iteration 33Q: 3 clusters Score -1666977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1666979.625000 Penalty: 4634.926270
	Iteration 34Q: 3 clusters Score -1666980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1666981.500000 Penalty: 4634.926270
	Iteration 35Q: 3 clusters Score -1666982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1666978.375000 Penalty: 4634.926270
	Iteration 36Q: 3 clusters Score -1666978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1666982.250000 Penalty: 4634.926270
	Iteration 37Q: 3 clusters Score -1666982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1666983.750000 Penalty: 4634.926270
	Iteration 38Q: 3 clusters Score -1666984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1666987.750000 Penalty: 4634.926270
	Iteration 39Q: 3 clusters Score -1666988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1666989.875000 Penalty: 4634.926270
	Iteration 40F: 3 clusters Score -1666990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1666995.875000 Penalty: 4634.926270
	Iteration 41Q: 3 clusters Score -1666996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1666999.000000 Penalty: 4634.926270
	Iteration 42Q: 3 clusters Score -1666999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1667000.000000 Penalty: 4634.926270
	Iteration 43Q: 3 clusters Score -1667000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1667006.875000 Penalty: 4634.926270
	Iteration 44Q: 3 clusters Score -1667007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1667002.875000 Penalty: 4634.926270
	Iteration 45Q: 3 clusters Score -1667003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1667006.750000 Penalty: 4634.926270
	Iteration 46Q: 3 clusters Score -1667007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1667011.500000 Penalty: 4634.926270
	Iteration 47Q: 3 clusters Score -1667012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1667011.750000 Penalty: 4634.926270
	Iteration 48Q: 3 clusters Score -1667012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1667012.000000 Penalty: 4634.926270
	Iteration 49Q: 3 clusters Score -1667012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1667011.375000 Penalty: 4634.926270
	Iteration 50Q: 3 clusters Score -1667011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1667015.750000 Penalty: 4634.926270
	Iteration 51Q: 3 clusters Score -1667016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1667011.250000 Penalty: 4634.926270
	Iteration 52Q: 3 clusters Score -1667011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1667012.750000 Penalty: 4634.926270
	Iteration 53Q: 3 clusters Score -1667013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1667015.500000 Penalty: 4634.926270
	Iteration 54Q: 3 clusters Score -1667016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1667019.375000 Penalty: 4634.926270
	Iteration 55Q: 3 clusters Score -1667019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1667018.250000 Penalty: 4634.926270
	Iteration 56Q: 3 clusters Score -1667018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1667018.875000 Penalty: 4634.926270
	Iteration 57Q: 3 clusters Score -1667019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1667022.500000 Penalty: 4634.926270
	Iteration 58Q: 3 clusters Score -1667022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1667021.750000 Penalty: 4634.926270
	Iteration 59Q: 3 clusters Score -1667022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1667024.000000 Penalty: 4634.926270
	Iteration 60F: 3 clusters Score -1667024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1667023.000000 Penalty: 4634.926270
	Iteration 61Q: 3 clusters Score -1667023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1667023.250000 Penalty: 4634.926270
	Iteration 62Q: 3 clusters Score -1667023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1667024.375000 Penalty: 4634.926270
	Iteration 63Q: 3 clusters Score -1667024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1667020.875000 Penalty: 4634.926270
	Iteration 64Q: 3 clusters Score -1667021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1667021.875000 Penalty: 4634.926270
	Iteration 65Q: 3 clusters Score -1667022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1667018.625000 Penalty: 4634.926270
	Iteration 66Q: 3 clusters Score -1667019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1667024.250000 Penalty: 4634.926270
	Iteration 67Q: 3 clusters Score -1667024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1667024.375000 Penalty: 4634.926270
	Iteration 68Q: 3 clusters Score -1667024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1667023.750000 Penalty: 4634.926270
	Iteration 69Q: 3 clusters Score -1667024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1667022.125000 Penalty: 4634.926270
	Iteration 70Q: 3 clusters Score -1667022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1667023.375000 Penalty: 4634.926270
	Iteration 71Q: 3 clusters Score -1667023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1667022.250000 Penalty: 4634.926270
	Iteration 72Q: 3 clusters Score -1667022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1667022.000000 Penalty: 4634.926270
	Iteration 73Q: 3 clusters Score -1667022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1667023.125000 Penalty: 4634.926270
	Iteration 74Q: 3 clusters Score -1667023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1667022.125000 Penalty: 4634.926270
	Iteration 75Q: 3 clusters Score -1667022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1667023.250000 Penalty: 4634.926270
	Iteration 76Q: 3 clusters Score -1667023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1667022.375000 Penalty: 4634.926270
	Iteration 77Q: 3 clusters Score -1667022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1667022.125000 Penalty: 4634.926270
	Iteration 78Q: 3 clusters Score -1667022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1667022.875000 Penalty: 4634.926270
	Iteration 79Q: 3 clusters Score -1667023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1667020.875000 Penalty: 4634.926270
	Iteration 80F: 3 clusters Score -1667021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1667022.625000 Penalty: 4634.926270
	Iteration 81Q: 3 clusters Score -1667023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1667025.625000 Penalty: 4634.926270
	Iteration 82Q: 3 clusters Score -1667026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1667024.875000 Penalty: 4634.926270
	Iteration 83Q: 3 clusters Score -1667025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1667023.750000 Penalty: 4634.926270
	Iteration 84Q: 3 clusters Score -1667024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1667026.625000 Penalty: 4634.926270
	Iteration 85Q: 3 clusters Score -1667027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1667030.875000 Penalty: 4634.926270
	Iteration 86Q: 3 clusters Score -1667031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1667028.250000 Penalty: 4634.926270
	Iteration 87Q: 3 clusters Score -1667028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1667031.750000 Penalty: 4634.926270
	Iteration 88Q: 3 clusters Score -1667032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1667030.250000 Penalty: 4634.926270
	Iteration 89Q: 3 clusters Score -1667030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1667032.625000 Penalty: 4634.926270
	Iteration 90Q: 3 clusters Score -1667033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1667030.750000 Penalty: 4634.926270
	Iteration 91Q: 3 clusters Score -1667031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1667032.500000 Penalty: 4634.926270
	Iteration 92Q: 3 clusters Score -1667032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1667035.625000 Penalty: 4634.926270
	Iteration 93Q: 3 clusters Score -1667036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1667034.750000 Penalty: 4634.926270
	Iteration 94Q: 3 clusters Score -1667035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1667039.875000 Penalty: 4634.926270
	Iteration 95Q: 3 clusters Score -1667040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1667044.000000 Penalty: 4634.926270
	Iteration 96Q: 3 clusters Score -1667044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1667042.750000 Penalty: 4634.926270
	Iteration 97Q: 3 clusters Score -1667043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1667041.625000 Penalty: 4634.926270
	Iteration 98Q: 3 clusters Score -1667042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1667043.500000 Penalty: 4634.926270
	Iteration 99Q: 3 clusters Score -1667044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1667042.125000 Penalty: 4634.926270
	Iteration 100F: 3 clusters Score -1667042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1667045.375000 Penalty: 4634.926270
	Iteration 101Q: 3 clusters Score -1667045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1667046.000000 Penalty: 4634.926270
	Iteration 102Q: 3 clusters Score -1667046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1667045.125000 Penalty: 4634.926270
	Iteration 103Q: 3 clusters Score -1667045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1667044.750000 Penalty: 4634.926270
	Iteration 104Q: 3 clusters Score -1667045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1667045.750000 Penalty: 4634.926270
	Iteration 105Q: 3 clusters Score -1667046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1667046.125000 Penalty: 4634.926270
	Iteration 106Q: 3 clusters Score -1667046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1667045.750000 Penalty: 4634.926270
	Iteration 107Q: 3 clusters Score -1667046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1667045.500000 Penalty: 4634.926270
	Iteration 108Q: 3 clusters Score -1667046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1667043.750000 Penalty: 4634.926270
	Iteration 109Q: 3 clusters Score -1667044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1667044.875000 Penalty: 4634.926270
	Iteration 110Q: 3 clusters Score -1667045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1667043.750000 Penalty: 4634.926270
	Iteration 111Q: 3 clusters Score -1667044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1667044.625000 Penalty: 4634.926270
	Iteration 112Q: 3 clusters Score -1667045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1667044.875000 Penalty: 4634.926270
	Iteration 113Q: 3 clusters Score -1667045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1667042.500000 Penalty: 4634.926270
	Iteration 114Q: 3 clusters Score -1667042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1667044.250000 Penalty: 4634.926270
	Iteration 115Q: 3 clusters Score -1667044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1667046.125000 Penalty: 4634.926270
	Iteration 116Q: 3 clusters Score -1667046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1667045.375000 Penalty: 4634.926270
	Iteration 117Q: 3 clusters Score -1667045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1667047.625000 Penalty: 4634.926270
	Iteration 118Q: 3 clusters Score -1667048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1667047.625000 Penalty: 4634.926270
	Iteration 119F: 3 clusters Score -1667048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -957294.562500 Penalty: 2188.993652
	Iteration 0F: 2 clusters Score -957294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -951689.875000 Penalty: 4377.987305
	Iteration 0F: 3 clusters Score -951689.9 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -953212.250000 Penalty: 4377.987305
	Iteration 1F: 3 clusters Score -953212.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -953707.312500 Penalty: 4377.987305
	Iteration 2F: 3 clusters Score -953707.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -954312.125000 Penalty: 4377.987305
	Iteration 3F: 3 clusters Score -954312.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -954964.937500 Penalty: 4377.987305
	Iteration 4F: 3 clusters Score -954964.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -955513.812500 Penalty: 4377.987305
	Iteration 5F: 3 clusters Score -955513.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -955842.437500 Penalty: 4377.987305
	Iteration 6F: 3 clusters Score -955842.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -956036.437500 Penalty: 4377.987305
	Iteration 7Q: 3 clusters Score -956036.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -956133.875000 Penalty: 4377.987305
	Iteration 8Q: 3 clusters Score -956133.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -956188.500000 Penalty: 4377.987305
	Iteration 9Q: 3 clusters Score -956188.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -956214.000000 Penalty: 4377.987305
	Iteration 10Q: 3 clusters Score -956214 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -956229.312500 Penalty: 4377.987305
	Iteration 11Q: 3 clusters Score -956229.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -956245.250000 Penalty: 4377.987305
	Iteration 12Q: 3 clusters Score -956245.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -956249.687500 Penalty: 4377.987305
	Iteration 13Q: 3 clusters Score -956249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -956253.812500 Penalty: 4377.987305
	Iteration 14Q: 3 clusters Score -956253.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -956258.875000 Penalty: 4377.987305
	Iteration 15Q: 3 clusters Score -956258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -956259.312500 Penalty: 4377.987305
	Iteration 16Q: 3 clusters Score -956259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -956261.250000 Penalty: 4377.987305
	Iteration 17Q: 3 clusters Score -956261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -956262.437500 Penalty: 4377.987305
	Iteration 18Q: 3 clusters Score -956262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -956262.750000 Penalty: 4377.987305
	Iteration 19Q: 3 clusters Score -956262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -956266.625000 Penalty: 4377.987305
	Iteration 20F: 3 clusters Score -956266.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -956266.500000 Penalty: 4377.987305
	Iteration 21Q: 3 clusters Score -956266.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -956268.500000 Penalty: 4377.987305
	Iteration 22Q: 3 clusters Score -956268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -956271.562500 Penalty: 4377.987305
	Iteration 23Q: 3 clusters Score -956271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -956271.687500 Penalty: 4377.987305
	Iteration 24Q: 3 clusters Score -956271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -956271.687500 Penalty: 4377.987305
	Iteration 25F: 3 clusters Score -956271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Entering Unmasked Estep 
Score: -1445030.500000 Penalty: 2274.840088
	Iteration 0F: 2 clusters Score -1445030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1437703.875000 Penalty: 4549.680176
	Iteration 0F: 3 clusters Score -1437704 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1439770.125000 Penalty: 4549.680176
	Iteration 1F: 3 clusters Score -1439770 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1440013.375000 Penalty: 4549.680176
	Iteration 2F: 3 clusters Score -1440013 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1440211.750000 Penalty: 4549.680176
	Iteration 3Q: 3 clusters Score -1440212 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1440386.750000 Penalty: 4549.680176
	Iteration 4Q: 3 clusters Score -1440387 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1440548.125000 Penalty: 4549.680176
	Iteration 5Q: 3 clusters Score -1440548 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1440706.000000 Penalty: 4549.680176
	Iteration 6Q: 3 clusters Score -1440706 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1440853.375000 Penalty: 4549.680176
	Iteration 7Q: 3 clusters Score -1440853 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1441022.375000 Penalty: 4549.680176
	Iteration 8Q: 3 clusters Score -1441022 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1441216.375000 Penalty: 4549.680176
	Iteration 9Q: 3 clusters Score -1441216 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1441399.375000 Penalty: 4549.680176
	Iteration 10Q: 3 clusters Score -1441399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1441601.000000 Penalty: 4549.680176
	Iteration 11Q: 3 clusters Score -1441601 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1441816.250000 Penalty: 4549.680176
	Iteration 12Q: 3 clusters Score -1441816 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1442035.250000 Penalty: 4549.680176
	Iteration 13Q: 3 clusters Score -1442035 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1442240.125000 Penalty: 4549.680176
	Iteration 14Q: 3 clusters Score -1442240 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1442407.875000 Penalty: 4549.680176
	Iteration 15Q: 3 clusters Score -1442408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1442548.375000 Penalty: 4549.680176
	Iteration 16Q: 3 clusters Score -1442548 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1442649.625000 Penalty: 4549.680176
	Iteration 17Q: 3 clusters Score -1442650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1442720.125000 Penalty: 4549.680176
	Iteration 18Q: 3 clusters Score -1442720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1442800.125000 Penalty: 4549.680176
	Iteration 19Q: 3 clusters Score -1442800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1442860.000000 Penalty: 4549.680176
	Iteration 20F: 3 clusters Score -1442860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1442924.125000 Penalty: 4549.680176
	Iteration 21Q: 3 clusters Score -1442924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1442970.375000 Penalty: 4549.680176
	Iteration 22Q: 3 clusters Score -1442970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1442998.625000 Penalty: 4549.680176
	Iteration 23Q: 3 clusters Score -1442999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1443019.500000 Penalty: 4549.680176
	Iteration 24Q: 3 clusters Score -1443020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1443029.625000 Penalty: 4549.680176
	Iteration 25Q: 3 clusters Score -1443030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1443042.625000 Penalty: 4549.680176
	Iteration 26Q: 3 clusters Score -1443043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1443047.875000 Penalty: 4549.680176
	Iteration 27Q: 3 clusters Score -1443048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1443058.625000 Penalty: 4549.680176
	Iteration 28Q: 3 clusters Score -1443059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1443069.250000 Penalty: 4549.680176
	Iteration 29Q: 3 clusters Score -1443069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1443078.875000 Penalty: 4549.680176
	Iteration 30Q: 3 clusters Score -1443079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1443088.500000 Penalty: 4549.680176
	Iteration 31Q: 3 clusters Score -1443088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1443091.875000 Penalty: 4549.680176
	Iteration 32Q: 3 clusters Score -1443092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1443098.875000 Penalty: 4549.680176
	Iteration 33Q: 3 clusters Score -1443099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1443103.625000 Penalty: 4549.680176
	Iteration 34Q: 3 clusters Score -1443104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1443108.250000 Penalty: 4549.680176
	Iteration 35Q: 3 clusters Score -1443108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1443111.875000 Penalty: 4549.680176
	Iteration 36Q: 3 clusters Score -1443112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1443112.875000 Penalty: 4549.680176
	Iteration 37Q: 3 clusters Score -1443113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1443112.625000 Penalty: 4549.680176
	Iteration 38Q: 3 clusters Score -1443113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1443112.625000 Penalty: 4549.680176
	Iteration 39F: 3 clusters Score -1443113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -1203031.375000 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -1203031 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 4010 members 
Entering Unmasked Estep 
Score: -1196657.625000 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -1196658 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1198407.625000 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -1198408 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1198623.875000 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -1198624 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1198753.125000 Penalty: 4461.479004
	Iteration 3Q: 3 clusters Score -1198753 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1198843.375000 Penalty: 4461.479004
	Iteration 4Q: 3 clusters Score -1198843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1198910.750000 Penalty: 4461.479004
	Iteration 5Q: 3 clusters Score -1198911 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1198959.250000 Penalty: 4461.479004
	Iteration 6Q: 3 clusters Score -1198959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1199001.000000 Penalty: 4461.479004
	Iteration 7Q: 3 clusters Score -1199001 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1199040.500000 Penalty: 4461.479004
	Iteration 8Q: 3 clusters Score -1199040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1199074.625000 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -1199075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1199098.000000 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -1199098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1199118.500000 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -1199118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1199135.250000 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -1199135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1199150.500000 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -1199150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1199166.750000 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -1199167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1199177.500000 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -1199178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1199187.875000 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -1199188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1199192.500000 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -1199192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1199198.875000 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -1199199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1199209.625000 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -1199210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1199219.750000 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -1199220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1199226.750000 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -1199227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1199235.000000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -1199235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1199241.000000 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -1199241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1199250.625000 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -1199251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1199252.500000 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -1199252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1199263.125000 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -1199263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1199271.500000 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -1199272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1199276.250000 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -1199276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1199283.125000 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -1199283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1199287.875000 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -1199288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1199291.750000 Penalty: 4461.479004
	Iteration 31Q: 3 clusters Score -1199292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1199296.625000 Penalty: 4461.479004
	Iteration 32Q: 3 clusters Score -1199297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1199301.250000 Penalty: 4461.479004
	Iteration 33Q: 3 clusters Score -1199301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1199309.875000 Penalty: 4461.479004
	Iteration 34Q: 3 clusters Score -1199310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1199315.250000 Penalty: 4461.479004
	Iteration 35Q: 3 clusters Score -1199315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1199323.000000 Penalty: 4461.479004
	Iteration 36Q: 3 clusters Score -1199323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1199327.750000 Penalty: 4461.479004
	Iteration 37Q: 3 clusters Score -1199328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1199336.500000 Penalty: 4461.479004
	Iteration 38Q: 3 clusters Score -1199336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1199342.750000 Penalty: 4461.479004
	Iteration 39Q: 3 clusters Score -1199343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1199353.375000 Penalty: 4461.479004
	Iteration 40F: 3 clusters Score -1199353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1199361.875000 Penalty: 4461.479004
	Iteration 41Q: 3 clusters Score -1199362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1199373.750000 Penalty: 4461.479004
	Iteration 42Q: 3 clusters Score -1199374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1199389.000000 Penalty: 4461.479004
	Iteration 43Q: 3 clusters Score -1199389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1199400.375000 Penalty: 4461.479004
	Iteration 44Q: 3 clusters Score -1199400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1199414.750000 Penalty: 4461.479004
	Iteration 45Q: 3 clusters Score -1199415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1199430.500000 Penalty: 4461.479004
	Iteration 46Q: 3 clusters Score -1199430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1199438.250000 Penalty: 4461.479004
	Iteration 47Q: 3 clusters Score -1199438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1199452.125000 Penalty: 4461.479004
	Iteration 48Q: 3 clusters Score -1199452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1199461.375000 Penalty: 4461.479004
	Iteration 49Q: 3 clusters Score -1199461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1199478.750000 Penalty: 4461.479004
	Iteration 50Q: 3 clusters Score -1199479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1199493.375000 Penalty: 4461.479004
	Iteration 51Q: 3 clusters Score -1199493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1199511.750000 Penalty: 4461.479004
	Iteration 52Q: 3 clusters Score -1199512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1199530.000000 Penalty: 4461.479004
	Iteration 53Q: 3 clusters Score -1199530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1199557.875000 Penalty: 4461.479004
	Iteration 54Q: 3 clusters Score -1199558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1199583.750000 Penalty: 4461.479004
	Iteration 55Q: 3 clusters Score -1199584 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1199618.250000 Penalty: 4461.479004
	Iteration 56Q: 3 clusters Score -1199618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1199640.500000 Penalty: 4461.479004
	Iteration 57Q: 3 clusters Score -1199640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1199671.000000 Penalty: 4461.479004
	Iteration 58Q: 3 clusters Score -1199671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1199702.500000 Penalty: 4461.479004
	Iteration 59Q: 3 clusters Score -1199702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1199732.875000 Penalty: 4461.479004
	Iteration 60F: 3 clusters Score -1199733 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1199757.750000 Penalty: 4461.479004
	Iteration 61Q: 3 clusters Score -1199758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1199791.750000 Penalty: 4461.479004
	Iteration 62Q: 3 clusters Score -1199792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1199822.500000 Penalty: 4461.479004
	Iteration 63Q: 3 clusters Score -1199822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1199854.000000 Penalty: 4461.479004
	Iteration 64Q: 3 clusters Score -1199854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1199890.875000 Penalty: 4461.479004
	Iteration 65Q: 3 clusters Score -1199891 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1199923.000000 Penalty: 4461.479004
	Iteration 66Q: 3 clusters Score -1199923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1199954.750000 Penalty: 4461.479004
	Iteration 67Q: 3 clusters Score -1199955 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1199991.500000 Penalty: 4461.479004
	Iteration 68Q: 3 clusters Score -1199992 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1200034.000000 Penalty: 4461.479004
	Iteration 69Q: 3 clusters Score -1200034 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1200072.125000 Penalty: 4461.479004
	Iteration 70Q: 3 clusters Score -1200072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1200115.875000 Penalty: 4461.479004
	Iteration 71Q: 3 clusters Score -1200116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1200144.875000 Penalty: 4461.479004
	Iteration 72Q: 3 clusters Score -1200145 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1200180.625000 Penalty: 4461.479004
	Iteration 73Q: 3 clusters Score -1200181 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1200227.250000 Penalty: 4461.479004
	Iteration 74Q: 3 clusters Score -1200227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1200264.750000 Penalty: 4461.479004
	Iteration 75Q: 3 clusters Score -1200265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1200297.125000 Penalty: 4461.479004
	Iteration 76Q: 3 clusters Score -1200297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1200324.875000 Penalty: 4461.479004
	Iteration 77Q: 3 clusters Score -1200325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1200356.000000 Penalty: 4461.479004
	Iteration 78Q: 3 clusters Score -1200356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1200382.125000 Penalty: 4461.479004
	Iteration 79Q: 3 clusters Score -1200382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1200411.375000 Penalty: 4461.479004
	Iteration 80F: 3 clusters Score -1200411 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1200430.750000 Penalty: 4461.479004
	Iteration 81Q: 3 clusters Score -1200431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1200452.375000 Penalty: 4461.479004
	Iteration 82Q: 3 clusters Score -1200452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1200478.250000 Penalty: 4461.479004
	Iteration 83Q: 3 clusters Score -1200478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1200499.875000 Penalty: 4461.479004
	Iteration 84Q: 3 clusters Score -1200500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1200525.750000 Penalty: 4461.479004
	Iteration 85Q: 3 clusters Score -1200526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1200548.500000 Penalty: 4461.479004
	Iteration 86Q: 3 clusters Score -1200548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1200574.375000 Penalty: 4461.479004
	Iteration 87Q: 3 clusters Score -1200574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1200594.500000 Penalty: 4461.479004
	Iteration 88Q: 3 clusters Score -1200594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1200610.625000 Penalty: 4461.479004
	Iteration 89Q: 3 clusters Score -1200611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1200629.750000 Penalty: 4461.479004
	Iteration 90Q: 3 clusters Score -1200630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1200650.750000 Penalty: 4461.479004
	Iteration 91Q: 3 clusters Score -1200651 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1200673.875000 Penalty: 4461.479004
	Iteration 92Q: 3 clusters Score -1200674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1200690.375000 Penalty: 4461.479004
	Iteration 93Q: 3 clusters Score -1200690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1200704.250000 Penalty: 4461.479004
	Iteration 94Q: 3 clusters Score -1200704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1200714.000000 Penalty: 4461.479004
	Iteration 95Q: 3 clusters Score -1200714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1200720.000000 Penalty: 4461.479004
	Iteration 96Q: 3 clusters Score -1200720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1200727.250000 Penalty: 4461.479004
	Iteration 97Q: 3 clusters Score -1200727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1200731.750000 Penalty: 4461.479004
	Iteration 98Q: 3 clusters Score -1200732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1200735.125000 Penalty: 4461.479004
	Iteration 99Q: 3 clusters Score -1200735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1200739.250000 Penalty: 4461.479004
	Iteration 100F: 3 clusters Score -1200739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1200744.000000 Penalty: 4461.479004
	Iteration 101Q: 3 clusters Score -1200744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1200751.250000 Penalty: 4461.479004
	Iteration 102Q: 3 clusters Score -1200751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1200756.250000 Penalty: 4461.479004
	Iteration 103Q: 3 clusters Score -1200756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1200763.500000 Penalty: 4461.479004
	Iteration 104Q: 3 clusters Score -1200764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1200769.500000 Penalty: 4461.479004
	Iteration 105Q: 3 clusters Score -1200770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1200775.750000 Penalty: 4461.479004
	Iteration 106Q: 3 clusters Score -1200776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1200780.000000 Penalty: 4461.479004
	Iteration 107Q: 3 clusters Score -1200780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1200782.250000 Penalty: 4461.479004
	Iteration 108Q: 3 clusters Score -1200782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1200784.750000 Penalty: 4461.479004
	Iteration 109Q: 3 clusters Score -1200785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1200788.750000 Penalty: 4461.479004
	Iteration 110Q: 3 clusters Score -1200789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1200790.500000 Penalty: 4461.479004
	Iteration 111Q: 3 clusters Score -1200790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1200795.125000 Penalty: 4461.479004
	Iteration 112Q: 3 clusters Score -1200795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1200799.375000 Penalty: 4461.479004
	Iteration 113Q: 3 clusters Score -1200799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1200807.375000 Penalty: 4461.479004
	Iteration 114Q: 3 clusters Score -1200807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1200811.750000 Penalty: 4461.479004
	Iteration 115Q: 3 clusters Score -1200812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1200816.625000 Penalty: 4461.479004
	Iteration 116Q: 3 clusters Score -1200817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1200820.625000 Penalty: 4461.479004
	Iteration 117Q: 3 clusters Score -1200821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1200824.375000 Penalty: 4461.479004
	Iteration 118Q: 3 clusters Score -1200824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1200826.375000 Penalty: 4461.479004
	Iteration 119Q: 3 clusters Score -1200826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1200829.625000 Penalty: 4461.479004
	Iteration 120F: 3 clusters Score -1200830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1200828.500000 Penalty: 4461.479004
	Iteration 121Q: 3 clusters Score -1200828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1200828.625000 Penalty: 4461.479004
	Iteration 122Q: 3 clusters Score -1200829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1200828.625000 Penalty: 4461.479004
	Iteration 123Q: 3 clusters Score -1200829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1200829.875000 Penalty: 4461.479004
	Iteration 124Q: 3 clusters Score -1200830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1200829.875000 Penalty: 4461.479004
	Iteration 125F: 3 clusters Score -1200830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -80649.164062 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80649.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79099.851562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79099.85 nChanged 145
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: -79372.945312 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79372.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79468.125000 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79468.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79565.679688 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -79565.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79677.992188 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -79677.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79805.468750 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -79805.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79922.539062 Penalty: 3197.076904
	Iteration 6F: 3 clusters Score -79922.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79964.937500 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -79964.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79981.078125 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -79981.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79999.187500 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -79999.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80006.835938 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -80006.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80014.265625 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -80014.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80046.125000 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -80046.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -80090.421875 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -80090.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80168.914062 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -80168.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80172.226562 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -80172.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80178.406250 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -80178.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80178.406250 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -80178.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -1089917.875000 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -1089918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1083568.250000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -1083568 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1085609.125000 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -1085609 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1086170.000000 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -1086170 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1086609.125000 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -1086609 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1086966.125000 Penalty: 4455.537109
	Iteration 4F: 3 clusters Score -1086966 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1087297.250000 Penalty: 4455.537109
	Iteration 5F: 3 clusters Score -1087297 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1087579.375000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -1087579 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1087785.625000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -1087786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1087913.250000 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -1087913 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1088011.625000 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -1088012 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1088092.750000 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -1088093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1088151.000000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -1088151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1088196.375000 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -1088196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1088237.125000 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -1088237 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1088282.875000 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -1088283 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1088344.125000 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -1088344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1088407.625000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -1088408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1088483.375000 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -1088483 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1088554.625000 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -1088555 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1088614.625000 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -1088615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1088665.500000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -1088666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1088705.500000 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -1088706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1088736.500000 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -1088736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1088769.625000 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -1088770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1088802.875000 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -1088803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1088828.125000 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -1088828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1088842.750000 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -1088843 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1088856.125000 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -1088856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1088863.250000 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -1088863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1088874.625000 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -1088875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1088883.000000 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -1088883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1088888.625000 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -1088889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1088894.625000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -1088895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1088900.875000 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -1088901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1088909.125000 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -1088909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1088914.625000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -1088915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1088919.500000 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -1088920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1088922.500000 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -1088922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1088922.125000 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -1088922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1088924.625000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -1088925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1088924.000000 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -1088924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1088924.125000 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -1088924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1088925.375000 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -1088925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1088924.125000 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -1088924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1088925.250000 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -1088925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1088925.250000 Penalty: 4455.537109
	Iteration 45F: 3 clusters Score -1088925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -1634747.375000 Penalty: 2307.823730
	Iteration 0F: 2 clusters Score -1634747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1626399.500000 Penalty: 4615.647461
	Iteration 0F: 3 clusters Score -1626400 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1628963.625000 Penalty: 4615.647461
	Iteration 1F: 3 clusters Score -1628964 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1629360.500000 Penalty: 4615.647461
	Iteration 2F: 3 clusters Score -1629360 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1629708.125000 Penalty: 4615.647461
	Iteration 3F: 3 clusters Score -1629708 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1630031.125000 Penalty: 4615.647461
	Iteration 4F: 3 clusters Score -1630031 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1630279.625000 Penalty: 4615.647461
	Iteration 5Q: 3 clusters Score -1630280 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1630502.500000 Penalty: 4615.647461
	Iteration 6Q: 3 clusters Score -1630502 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1630733.500000 Penalty: 4615.647461
	Iteration 7Q: 3 clusters Score -1630734 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1630961.000000 Penalty: 4615.647461
	Iteration 8Q: 3 clusters Score -1630961 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1631186.875000 Penalty: 4615.647461
	Iteration 9Q: 3 clusters Score -1631187 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1631399.750000 Penalty: 4615.647461
	Iteration 10Q: 3 clusters Score -1631400 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1631599.000000 Penalty: 4615.647461
	Iteration 11Q: 3 clusters Score -1631599 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1631784.625000 Penalty: 4615.647461
	Iteration 12Q: 3 clusters Score -1631785 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1631941.625000 Penalty: 4615.647461
	Iteration 13Q: 3 clusters Score -1631942 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1632123.375000 Penalty: 4615.647461
	Iteration 14Q: 3 clusters Score -1632123 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1632330.750000 Penalty: 4615.647461
	Iteration 15Q: 3 clusters Score -1632331 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1632499.625000 Penalty: 4615.647461
	Iteration 16Q: 3 clusters Score -1632500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1632658.375000 Penalty: 4615.647461
	Iteration 17Q: 3 clusters Score -1632658 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1632765.500000 Penalty: 4615.647461
	Iteration 18Q: 3 clusters Score -1632766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1632830.000000 Penalty: 4615.647461
	Iteration 19Q: 3 clusters Score -1632830 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1632873.625000 Penalty: 4615.647461
	Iteration 20F: 3 clusters Score -1632874 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1632896.875000 Penalty: 4615.647461
	Iteration 21Q: 3 clusters Score -1632897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1632910.750000 Penalty: 4615.647461
	Iteration 22Q: 3 clusters Score -1632911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1632929.250000 Penalty: 4615.647461
	Iteration 23Q: 3 clusters Score -1632929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1632947.375000 Penalty: 4615.647461
	Iteration 24Q: 3 clusters Score -1632947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1632962.875000 Penalty: 4615.647461
	Iteration 25Q: 3 clusters Score -1632963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1632978.750000 Penalty: 4615.647461
	Iteration 26Q: 3 clusters Score -1632979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1632993.875000 Penalty: 4615.647461
	Iteration 27Q: 3 clusters Score -1632994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1633016.625000 Penalty: 4615.647461
	Iteration 28Q: 3 clusters Score -1633017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1633026.875000 Penalty: 4615.647461
	Iteration 29Q: 3 clusters Score -1633027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1633033.000000 Penalty: 4615.647461
	Iteration 30Q: 3 clusters Score -1633033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1633045.500000 Penalty: 4615.647461
	Iteration 31Q: 3 clusters Score -1633046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1633055.125000 Penalty: 4615.647461
	Iteration 32Q: 3 clusters Score -1633055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1633058.875000 Penalty: 4615.647461
	Iteration 33Q: 3 clusters Score -1633059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1633067.000000 Penalty: 4615.647461
	Iteration 34Q: 3 clusters Score -1633067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1633071.000000 Penalty: 4615.647461
	Iteration 35Q: 3 clusters Score -1633071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1633071.750000 Penalty: 4615.647461
	Iteration 36Q: 3 clusters Score -1633072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1633075.500000 Penalty: 4615.647461
	Iteration 37Q: 3 clusters Score -1633076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1633076.250000 Penalty: 4615.647461
	Iteration 38Q: 3 clusters Score -1633076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1633077.750000 Penalty: 4615.647461
	Iteration 39Q: 3 clusters Score -1633078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1633081.625000 Penalty: 4615.647461
	Iteration 40F: 3 clusters Score -1633082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1633085.875000 Penalty: 4615.647461
	Iteration 41Q: 3 clusters Score -1633086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1633093.500000 Penalty: 4615.647461
	Iteration 42Q: 3 clusters Score -1633094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1633096.250000 Penalty: 4615.647461
	Iteration 43Q: 3 clusters Score -1633096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1633099.375000 Penalty: 4615.647461
	Iteration 44Q: 3 clusters Score -1633099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1633097.875000 Penalty: 4615.647461
	Iteration 45Q: 3 clusters Score -1633098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1633097.500000 Penalty: 4615.647461
	Iteration 46Q: 3 clusters Score -1633098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1633099.375000 Penalty: 4615.647461
	Iteration 47Q: 3 clusters Score -1633099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1633099.375000 Penalty: 4615.647461
	Iteration 48F: 3 clusters Score -1633099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -151456.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -151456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -149494.765625 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -149494.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -149850.140625 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -149850.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -150028.093750 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -150028.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -150226.140625 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -150226.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150362.484375 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -150362.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -150478.421875 Penalty: 3463.039551
	Iteration 5F: 3 clusters Score -150478.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -150540.734375 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -150540.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -150579.750000 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -150579.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -150600.015625 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -150600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -150612.437500 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -150612.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -150623.281250 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -150623.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -150633.281250 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -150633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -150640.734375 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -150640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -150642.921875 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -150642.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -150643.500000 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -150643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -150643.500000 Penalty: 3463.039551
	Iteration 15F: 3 clusters Score -150643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -436429.281250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -436429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -433221.593750 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -433221.6 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -433838.531250 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -433838.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -433988.781250 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -433988.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -434097.750000 Penalty: 3955.368408
	Iteration 3F: 3 clusters Score -434097.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -434176.437500 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -434176.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -434237.562500 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -434237.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -434299.593750 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -434299.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -434351.031250 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -434351 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -434395.531250 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -434395.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -434438.156250 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -434438.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -434479.781250 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -434479.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -434525.656250 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -434525.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -434571.312500 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -434571.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -434605.312500 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -434605.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -434631.625000 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -434631.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -434646.125000 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -434646.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -434658.218750 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -434658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -434671.687500 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -434671.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -434678.062500 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -434678.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -434679.500000 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -434679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -434682.406250 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -434682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -434683.531250 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -434683.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -434684.781250 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -434684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -434688.468750 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -434688.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -434690.531250 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -434690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -434694.281250 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -434694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -434696.218750 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -434696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -434697.437500 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -434697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -434699.968750 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -434700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -434701.406250 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -434701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -434703.437500 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -434703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -434703.218750 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -434703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -434704.250000 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -434704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -434706.062500 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -434706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -434708.875000 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -434708.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -434711.343750 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -434711.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -434713.625000 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -434713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -434714.812500 Penalty: 3955.368408
	Iteration 37Q: 3 clusters Score -434714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -434716.437500 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -434716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -434716.906250 Penalty: 3955.368408
	Iteration 39Q: 3 clusters Score -434716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -434718.125000 Penalty: 3955.368408
	Iteration 40F: 3 clusters Score -434718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -434719.656250 Penalty: 3955.368408
	Iteration 41Q: 3 clusters Score -434719.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -434720.468750 Penalty: 3955.368408
	Iteration 42Q: 3 clusters Score -434720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -434720.937500 Penalty: 3955.368408
	Iteration 43Q: 3 clusters Score -434720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -434720.937500 Penalty: 3955.368408
	Iteration 44F: 3 clusters Score -434720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -115577.007812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -115577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113798.085938 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -113798.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -114150.875000 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -114150.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -114352.906250 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -114352.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114501.828125 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -114501.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114579.351562 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -114579.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -114632.109375 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -114632.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -114668.507812 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -114668.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114695.023438 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -114695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114709.632812 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -114709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114717.445312 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -114717.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -114730.843750 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -114730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -114734.898438 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -114734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -114740.226562 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -114740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114745.750000 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -114745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -114749.132812 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -114749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -114751.367188 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -114751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114752.179688 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -114752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -114752.179688 Penalty: 3347.965820
	Iteration 17F: 3 clusters Score -114752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Entering Unmasked Estep 
Score: -684472.687500 Penalty: 2128.625732
	Iteration 0F: 2 clusters Score -684472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -679769.187500 Penalty: 4257.251465
	Iteration 0F: 3 clusters Score -679769.2 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -681210.125000 Penalty: 4257.251465
	Iteration 1F: 3 clusters Score -681210.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -681747.750000 Penalty: 4257.251465
	Iteration 2F: 3 clusters Score -681747.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -682157.437500 Penalty: 4257.251465
	Iteration 3F: 3 clusters Score -682157.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -682463.562500 Penalty: 4257.251465
	Iteration 4F: 3 clusters Score -682463.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -682651.750000 Penalty: 4257.251465
	Iteration 5F: 3 clusters Score -682651.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -682795.750000 Penalty: 4257.251465
	Iteration 6Q: 3 clusters Score -682795.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -682905.312500 Penalty: 4257.251465
	Iteration 7Q: 3 clusters Score -682905.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -682990.437500 Penalty: 4257.251465
	Iteration 8Q: 3 clusters Score -682990.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -683053.437500 Penalty: 4257.251465
	Iteration 9Q: 3 clusters Score -683053.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -683090.000000 Penalty: 4257.251465
	Iteration 10Q: 3 clusters Score -683090 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -683117.562500 Penalty: 4257.251465
	Iteration 11Q: 3 clusters Score -683117.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -683149.500000 Penalty: 4257.251465
	Iteration 12Q: 3 clusters Score -683149.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -683173.500000 Penalty: 4257.251465
	Iteration 13Q: 3 clusters Score -683173.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -683203.187500 Penalty: 4257.251465
	Iteration 14Q: 3 clusters Score -683203.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -683259.312500 Penalty: 4257.251465
	Iteration 15Q: 3 clusters Score -683259.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -683315.750000 Penalty: 4257.251465
	Iteration 16Q: 3 clusters Score -683315.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -683379.500000 Penalty: 4257.251465
	Iteration 17Q: 3 clusters Score -683379.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -683434.375000 Penalty: 4257.251465
	Iteration 18Q: 3 clusters Score -683434.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -683493.750000 Penalty: 4257.251465
	Iteration 19Q: 3 clusters Score -683493.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -683544.875000 Penalty: 4257.251465
	Iteration 20F: 3 clusters Score -683544.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -683576.875000 Penalty: 4257.251465
	Iteration 21Q: 3 clusters Score -683576.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -683604.000000 Penalty: 4257.251465
	Iteration 22Q: 3 clusters Score -683604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -683627.375000 Penalty: 4257.251465
	Iteration 23Q: 3 clusters Score -683627.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -683641.750000 Penalty: 4257.251465
	Iteration 24Q: 3 clusters Score -683641.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -683661.250000 Penalty: 4257.251465
	Iteration 25Q: 3 clusters Score -683661.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -683684.125000 Penalty: 4257.251465
	Iteration 26Q: 3 clusters Score -683684.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -683702.812500 Penalty: 4257.251465
	Iteration 27Q: 3 clusters Score -683702.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -683711.687500 Penalty: 4257.251465
	Iteration 28Q: 3 clusters Score -683711.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -683720.937500 Penalty: 4257.251465
	Iteration 29Q: 3 clusters Score -683720.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -683728.562500 Penalty: 4257.251465
	Iteration 30Q: 3 clusters Score -683728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -683735.500000 Penalty: 4257.251465
	Iteration 31Q: 3 clusters Score -683735.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -683741.125000 Penalty: 4257.251465
	Iteration 32Q: 3 clusters Score -683741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -683751.750000 Penalty: 4257.251465
	Iteration 33Q: 3 clusters Score -683751.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -683757.437500 Penalty: 4257.251465
	Iteration 34Q: 3 clusters Score -683757.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -683759.562500 Penalty: 4257.251465
	Iteration 35Q: 3 clusters Score -683759.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -683762.625000 Penalty: 4257.251465
	Iteration 36Q: 3 clusters Score -683762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -683765.750000 Penalty: 4257.251465
	Iteration 37Q: 3 clusters Score -683765.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -683767.625000 Penalty: 4257.251465
	Iteration 38Q: 3 clusters Score -683767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -683767.750000 Penalty: 4257.251465
	Iteration 39Q: 3 clusters Score -683767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -683772.000000 Penalty: 4257.251465
	Iteration 40F: 3 clusters Score -683772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -683773.562500 Penalty: 4257.251465
	Iteration 41Q: 3 clusters Score -683773.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -683775.937500 Penalty: 4257.251465
	Iteration 42Q: 3 clusters Score -683775.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -683783.000000 Penalty: 4257.251465
	Iteration 43Q: 3 clusters Score -683783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -683784.937500 Penalty: 4257.251465
	Iteration 44Q: 3 clusters Score -683784.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -683789.500000 Penalty: 4257.251465
	Iteration 45Q: 3 clusters Score -683789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -683792.000000 Penalty: 4257.251465
	Iteration 46Q: 3 clusters Score -683792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -683796.562500 Penalty: 4257.251465
	Iteration 47Q: 3 clusters Score -683796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -683804.062500 Penalty: 4257.251465
	Iteration 48Q: 3 clusters Score -683804.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -683807.937500 Penalty: 4257.251465
	Iteration 49Q: 3 clusters Score -683807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -683811.250000 Penalty: 4257.251465
	Iteration 50Q: 3 clusters Score -683811.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -683818.625000 Penalty: 4257.251465
	Iteration 51Q: 3 clusters Score -683818.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -683824.500000 Penalty: 4257.251465
	Iteration 52Q: 3 clusters Score -683824.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -683825.937500 Penalty: 4257.251465
	Iteration 53Q: 3 clusters Score -683825.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -683831.937500 Penalty: 4257.251465
	Iteration 54Q: 3 clusters Score -683831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -683833.187500 Penalty: 4257.251465
	Iteration 55Q: 3 clusters Score -683833.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -683837.500000 Penalty: 4257.251465
	Iteration 56Q: 3 clusters Score -683837.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -683838.437500 Penalty: 4257.251465
	Iteration 57Q: 3 clusters Score -683838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -683844.000000 Penalty: 4257.251465
	Iteration 58Q: 3 clusters Score -683844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -683845.562500 Penalty: 4257.251465
	Iteration 59Q: 3 clusters Score -683845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -683845.437500 Penalty: 4257.251465
	Iteration 60F: 3 clusters Score -683845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -683846.937500 Penalty: 4257.251465
	Iteration 61Q: 3 clusters Score -683846.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -683846.937500 Penalty: 4257.251465
	Iteration 62F: 3 clusters Score -683846.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (29463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Entering Unmasked Estep 
Score: -4401211.000000 Penalty: 2552.140869
	Iteration 0F: 2 clusters Score -4401211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4380889.500000 Penalty: 5104.281738
	Iteration 0F: 3 clusters Score -4380890 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4388172.500000 Penalty: 5104.281738
	Iteration 1F: 3 clusters Score -4388172 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4388608.500000 Penalty: 5104.281738
	Iteration 2Q: 3 clusters Score -4388608 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -4389077.500000 Penalty: 5104.281738
	Iteration 3Q: 3 clusters Score -4389078 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4389566.500000 Penalty: 5104.281738
	Iteration 4Q: 3 clusters Score -4389566 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4390151.000000 Penalty: 5104.281738
	Iteration 5Q: 3 clusters Score -4390151 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4390906.000000 Penalty: 5104.281738
	Iteration 6Q: 3 clusters Score -4390906 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -4391976.000000 Penalty: 5104.281738
	Iteration 7F: 3 clusters Score -4391976 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4393449.000000 Penalty: 5104.281738
	Iteration 8F: 3 clusters Score -4393449 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -4395228.000000 Penalty: 5104.281738
	Iteration 9F: 3 clusters Score -4395228 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4396893.500000 Penalty: 5104.281738
	Iteration 10F: 3 clusters Score -4396894 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -4397932.500000 Penalty: 5104.281738
	Iteration 11Q: 3 clusters Score -4397932 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4398430.000000 Penalty: 5104.281738
	Iteration 12Q: 3 clusters Score -4398430 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4398657.000000 Penalty: 5104.281738
	Iteration 13Q: 3 clusters Score -4398657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4398779.000000 Penalty: 5104.281738
	Iteration 14Q: 3 clusters Score -4398779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -4398841.500000 Penalty: 5104.281738
	Iteration 15Q: 3 clusters Score -4398842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -4398876.000000 Penalty: 5104.281738
	Iteration 16Q: 3 clusters Score -4398876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4398898.500000 Penalty: 5104.281738
	Iteration 17Q: 3 clusters Score -4398898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -4398917.500000 Penalty: 5104.281738
	Iteration 18Q: 3 clusters Score -4398918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4398932.000000 Penalty: 5104.281738
	Iteration 19Q: 3 clusters Score -4398932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4398939.000000 Penalty: 5104.281738
	Iteration 20F: 3 clusters Score -4398939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4398941.500000 Penalty: 5104.281738
	Iteration 21Q: 3 clusters Score -4398942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4398945.500000 Penalty: 5104.281738
	Iteration 22Q: 3 clusters Score -4398946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -4398958.000000 Penalty: 5104.281738
	Iteration 23Q: 3 clusters Score -4398958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -4398970.500000 Penalty: 5104.281738
	Iteration 24Q: 3 clusters Score -4398970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4398973.000000 Penalty: 5104.281738
	Iteration 25Q: 3 clusters Score -4398973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4398972.500000 Penalty: 5104.281738
	Iteration 26Q: 3 clusters Score -4398972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4398973.000000 Penalty: 5104.281738
	Iteration 27Q: 3 clusters Score -4398973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4398973.000000 Penalty: 5104.281738
	Iteration 28F: 3 clusters Score -4398973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Entering Unmasked Estep 
Score: -3080194.250000 Penalty: 2465.946533
	Iteration 0F: 2 clusters Score -3080194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3065603.250000 Penalty: 4931.893066
	Iteration 0F: 3 clusters Score -3065603 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3070645.000000 Penalty: 4931.893066
	Iteration 1F: 3 clusters Score -3070645 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3071261.500000 Penalty: 4931.893066
	Iteration 2F: 3 clusters Score -3071262 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -3071865.000000 Penalty: 4931.893066
	Iteration 3F: 3 clusters Score -3071865 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3072437.250000 Penalty: 4931.893066
	Iteration 4F: 3 clusters Score -3072437 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3072990.250000 Penalty: 4931.893066
	Iteration 5F: 3 clusters Score -3072990 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3073576.750000 Penalty: 4931.893066
	Iteration 6F: 3 clusters Score -3073577 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3074184.000000 Penalty: 4931.893066
	Iteration 7F: 3 clusters Score -3074184 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -3074776.250000 Penalty: 4931.893066
	Iteration 8Q: 3 clusters Score -3074776 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3075318.000000 Penalty: 4931.893066
	Iteration 9Q: 3 clusters Score -3075318 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3075863.500000 Penalty: 4931.893066
	Iteration 10Q: 3 clusters Score -3075864 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -3076314.500000 Penalty: 4931.893066
	Iteration 11Q: 3 clusters Score -3076314 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3076733.750000 Penalty: 4931.893066
	Iteration 12Q: 3 clusters Score -3076734 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3077107.500000 Penalty: 4931.893066
	Iteration 13Q: 3 clusters Score -3077108 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3077351.000000 Penalty: 4931.893066
	Iteration 14Q: 3 clusters Score -3077351 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3077517.500000 Penalty: 4931.893066
	Iteration 15Q: 3 clusters Score -3077518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3077666.750000 Penalty: 4931.893066
	Iteration 16Q: 3 clusters Score -3077667 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3077779.750000 Penalty: 4931.893066
	Iteration 17Q: 3 clusters Score -3077780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3077858.250000 Penalty: 4931.893066
	Iteration 18Q: 3 clusters Score -3077858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3077913.000000 Penalty: 4931.893066
	Iteration 19Q: 3 clusters Score -3077913 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3077958.750000 Penalty: 4931.893066
	Iteration 20F: 3 clusters Score -3077959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -3077996.000000 Penalty: 4931.893066
	Iteration 21Q: 3 clusters Score -3077996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3078020.750000 Penalty: 4931.893066
	Iteration 22Q: 3 clusters Score -3078021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3078031.750000 Penalty: 4931.893066
	Iteration 23Q: 3 clusters Score -3078032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3078040.750000 Penalty: 4931.893066
	Iteration 24Q: 3 clusters Score -3078041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3078054.000000 Penalty: 4931.893066
	Iteration 25Q: 3 clusters Score -3078054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3078065.250000 Penalty: 4931.893066
	Iteration 26Q: 3 clusters Score -3078065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -3078073.750000 Penalty: 4931.893066
	Iteration 27Q: 3 clusters Score -3078074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3078080.500000 Penalty: 4931.893066
	Iteration 28Q: 3 clusters Score -3078080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -3078089.500000 Penalty: 4931.893066
	Iteration 29Q: 3 clusters Score -3078090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -3078097.750000 Penalty: 4931.893066
	Iteration 30Q: 3 clusters Score -3078098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3078096.250000 Penalty: 4931.893066
	Iteration 31Q: 3 clusters Score -3078096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3078101.250000 Penalty: 4931.893066
	Iteration 32Q: 3 clusters Score -3078101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3078102.500000 Penalty: 4931.893066
	Iteration 33Q: 3 clusters Score -3078102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3078103.750000 Penalty: 4931.893066
	Iteration 34Q: 3 clusters Score -3078104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3078108.750000 Penalty: 4931.893066
	Iteration 35Q: 3 clusters Score -3078109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3078113.000000 Penalty: 4931.893066
	Iteration 36Q: 3 clusters Score -3078113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3078116.000000 Penalty: 4931.893066
	Iteration 37Q: 3 clusters Score -3078116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3078119.750000 Penalty: 4931.893066
	Iteration 38Q: 3 clusters Score -3078120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3078120.000000 Penalty: 4931.893066
	Iteration 39Q: 3 clusters Score -3078120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3078120.000000 Penalty: 4931.893066
	Iteration 40F: 3 clusters Score -3078120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -108107.828125 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -108107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106336.187500 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -106336.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106591.710938 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -106591.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106654.835938 Penalty: 3309.955811
	Iteration 2Q: 3 clusters Score -106654.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106699.140625 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -106699.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106723.812500 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -106723.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -106747.226562 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -106747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106763.117188 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -106763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106772.281250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -106772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106778.554688 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -106778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106779.476562 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -106779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106779.476562 Penalty: 3309.955811
	Iteration 10F: 3 clusters Score -106779.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80605 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14560 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3023 members 
Mstep: Class 13 contains 75240 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13563 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93822 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9544 members 
Mstep: Class 29 contains 17289 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29124 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3911 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11001 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5341 members 
Mstep: Class 48 contains 29463 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067688.000000 Penalty: 165219.093750
Iteration 279Q: 50 clusters Score -1.150677e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80606 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 75235 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13564 members 
Mstep: Class 20 contains 5111 members 
Mstep: Class 21 contains 12708 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93821 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9541 members 
Mstep: Class 29 contains 17290 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29122 members 
Mstep: Class 34 contains 7609 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11438 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11002 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5341 members 
Mstep: Class 48 contains 29464 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067720.000000 Penalty: 165219.093750
Iteration 280F: 50 clusters Score -1.150677e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80612 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67263 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 75237 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13565 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93819 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9531 members 
Mstep: Class 29 contains 17290 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29119 members 
Mstep: Class 34 contains 7610 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6814 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11002 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5343 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067784.000000 Penalty: 165219.093750
Iteration 281Q: 50 clusters Score -1.150678e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80616 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67262 members 
Mstep: Class 10 contains 14558 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 75235 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88097 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93820 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29670 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9524 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29119 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6817 members 
Mstep: Class 39 contains 9631 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11003 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5344 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067880.000000 Penalty: 165219.093750
Iteration 282Q: 50 clusters Score -1.150679e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80622 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67262 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3024 members 
Mstep: Class 13 contains 75234 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93820 members 
Mstep: Class 25 contains 7859 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9519 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29117 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6818 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11003 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5347 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067912.000000 Penalty: 165219.093750
Iteration 283Q: 50 clusters Score -1.150679e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80625 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67261 members 
Mstep: Class 10 contains 14555 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3022 members 
Mstep: Class 13 contains 75234 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93821 members 
Mstep: Class 25 contains 7860 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9516 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29115 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11004 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5347 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067912.000000 Penalty: 165219.093750
Iteration 284Q: 50 clusters Score -1.150679e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80635 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 67261 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3021 members 
Mstep: Class 13 contains 75233 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93821 members 
Mstep: Class 25 contains 7861 members 
Mstep: Class 26 contains 29672 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9507 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29115 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7966 members 
Mstep: Class 43 contains 11005 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5347 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067888.000000 Penalty: 165219.093750
Iteration 285Q: 50 clusters Score -1.150679e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80636 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67261 members 
Mstep: Class 10 contains 14553 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 75231 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93822 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 29674 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9506 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29113 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6819 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5347 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067936.000000 Penalty: 165219.093750
Iteration 286Q: 50 clusters Score -1.150679e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80635 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67261 members 
Mstep: Class 10 contains 14552 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 75230 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 646 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29676 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9509 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29110 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5348 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067936.000000 Penalty: 165219.093750
Iteration 287Q: 50 clusters Score -1.150679e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 75229 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88096 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29678 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9512 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29108 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5349 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067904.000000 Penalty: 165219.093750
Iteration 288Q: 50 clusters Score -1.150679e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14551 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 75228 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88097 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9513 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6821 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5350 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067936.000000 Penalty: 165219.093750
Iteration 289Q: 50 clusters Score -1.150679e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14549 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 75229 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29678 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9513 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6822 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5351 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067984.000000 Penalty: 165219.093750
Iteration 290Q: 50 clusters Score -1.15068e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14548 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3017 members 
Mstep: Class 13 contains 75228 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88093 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5112 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29108 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6825 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5351 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068008.000000 Penalty: 165219.093750
Iteration 291Q: 50 clusters Score -1.15068e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80635 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75228 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29680 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6827 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5351 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067976.000000 Penalty: 165219.093750
Iteration 292Q: 50 clusters Score -1.15068e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75226 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5110 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29678 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9515 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11036 members 
Mstep: Class 33 contains 29106 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5353 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20813 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067992.000000 Penalty: 165219.093750
Iteration 293Q: 50 clusters Score -1.15068e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75225 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5109 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11037 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20814 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067984.000000 Penalty: 165219.093750
Iteration 294Q: 50 clusters Score -1.15068e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75225 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6313 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29108 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6829 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20815 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067944.000000 Penalty: 165219.093750
Iteration 295Q: 50 clusters Score -1.150679e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75224 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88094 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29108 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20818 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067944.000000 Penalty: 165219.093750
Iteration 296Q: 50 clusters Score -1.150679e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75223 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88095 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6832 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7967 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20817 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067968.000000 Penalty: 165219.093750
Iteration 297Q: 50 clusters Score -1.15068e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75221 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88094 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7968 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20818 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067968.000000 Penalty: 165219.093750
Iteration 298Q: 50 clusters Score -1.15068e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75220 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88094 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20818 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067976.000000 Penalty: 165219.093750
Iteration 299Q: 50 clusters Score -1.15068e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75220 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88094 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20818 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067976.000000 Penalty: 165219.093750
Iteration 300F: 50 clusters Score -1.15068e+08 nChanged 0
Entering ConstructFrom: 
Score: -115067976.000000 Penalty: 165219.093750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -100032.492188 Penalty: 1680.290894
	Iteration 0F: 2 clusters Score -100032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -98384.625000 Penalty: 3360.581787
	Iteration 0F: 3 clusters Score -98384.62 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -98798.515625 Penalty: 3360.581787
	Iteration 1F: 3 clusters Score -98798.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99147.382812 Penalty: 3360.581787
	Iteration 2F: 3 clusters Score -99147.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -99459.468750 Penalty: 3360.581787
	Iteration 3F: 3 clusters Score -99459.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99691.375000 Penalty: 3360.581787
	Iteration 4F: 3 clusters Score -99691.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99820.804688 Penalty: 3360.581787
	Iteration 5Q: 3 clusters Score -99820.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99857.484375 Penalty: 3360.581787
	Iteration 6Q: 3 clusters Score -99857.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99868.945312 Penalty: 3360.581787
	Iteration 7Q: 3 clusters Score -99868.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99870.281250 Penalty: 3360.581787
	Iteration 8Q: 3 clusters Score -99870.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99870.750000 Penalty: 3360.581787
	Iteration 9F: 3 clusters Score -99870.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99899.867188 Penalty: 3360.581787
	Iteration 10Q: 3 clusters Score -99899.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99915.203125 Penalty: 3360.581787
	Iteration 11Q: 3 clusters Score -99915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99928.710938 Penalty: 3360.581787
	Iteration 12Q: 3 clusters Score -99928.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99930.890625 Penalty: 3360.581787
	Iteration 13Q: 3 clusters Score -99930.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99931.960938 Penalty: 3360.581787
	Iteration 14Q: 3 clusters Score -99931.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -99931.960938 Penalty: 3360.581787
	Iteration 15F: 3 clusters Score -99931.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -18080.675781 Penalty: 1310.234497
	Iteration 0F: 2 clusters Score -18080.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17121.039062 Penalty: 2620.468994
	Iteration 0F: 3 clusters Score -17121.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17220.724609 Penalty: 2620.468994
	Iteration 1F: 3 clusters Score -17220.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17275.318359 Penalty: 2620.468994
	Iteration 2F: 3 clusters Score -17275.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -17305.015625 Penalty: 2620.468994
	Iteration 3F: 3 clusters Score -17305.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17336.052734 Penalty: 2620.468994
	Iteration 4Q: 3 clusters Score -17336.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17336.052734 Penalty: 2620.468994
	Iteration 5F: 3 clusters Score -17336.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -405525.343750 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -405525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -402348.843750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -402348.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -403031.187500 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -403031.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -403263.656250 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -403263.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -403482.250000 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -403482.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -403727.875000 Penalty: 3945.716797
	Iteration 4F: 3 clusters Score -403727.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -403904.750000 Penalty: 3945.716797
	Iteration 5F: 3 clusters Score -403904.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -404050.656250 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -404050.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -404179.062500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -404179.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -404260.312500 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -404260.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -404308.593750 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -404308.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -404353.093750 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -404353.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -404381.062500 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -404381.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -404404.343750 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -404404.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -404424.531250 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -404424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -404437.437500 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -404437.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -404447.093750 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -404447.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -404456.375000 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -404456.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -404463.187500 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -404463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -404471.718750 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -404471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -404477.062500 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -404477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -404485.218750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -404485.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -404490.218750 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -404490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -404495.125000 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -404495.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -404498.093750 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -404498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -404501.937500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -404501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -404505.968750 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -404506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -404510.093750 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -404510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -404512.843750 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -404512.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -404516.031250 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -404516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -404519.437500 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -404519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -404520.968750 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -404521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -404521.531250 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -404521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -404523.031250 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -404523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -404525.437500 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -404525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -404526.312500 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -404526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -404525.968750 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -404526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -404525.968750 Penalty: 3945.716797
	Iteration 36F: 3 clusters Score -404526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (14315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Entering Unmasked Estep 
Score: -2116802.500000 Penalty: 2373.127686
	Iteration 0F: 2 clusters Score -2116802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2106327.000000 Penalty: 4746.255371
	Iteration 0F: 3 clusters Score -2106327 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2109675.500000 Penalty: 4746.255371
	Iteration 1F: 3 clusters Score -2109676 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -2110113.750000 Penalty: 4746.255371
	Iteration 2F: 3 clusters Score -2110114 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2110445.750000 Penalty: 4746.255371
	Iteration 3F: 3 clusters Score -2110446 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2110765.750000 Penalty: 4746.255371
	Iteration 4Q: 3 clusters Score -2110766 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2111121.500000 Penalty: 4746.255371
	Iteration 5Q: 3 clusters Score -2111122 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2111537.750000 Penalty: 4746.255371
	Iteration 6F: 3 clusters Score -2111538 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2112044.500000 Penalty: 4746.255371
	Iteration 7F: 3 clusters Score -2112044 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2112549.000000 Penalty: 4746.255371
	Iteration 8F: 3 clusters Score -2112549 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2113048.500000 Penalty: 4746.255371
	Iteration 9Q: 3 clusters Score -2113048 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2113455.250000 Penalty: 4746.255371
	Iteration 10Q: 3 clusters Score -2113455 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2113797.250000 Penalty: 4746.255371
	Iteration 11Q: 3 clusters Score -2113797 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2114108.250000 Penalty: 4746.255371
	Iteration 12Q: 3 clusters Score -2114108 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2114383.000000 Penalty: 4746.255371
	Iteration 13Q: 3 clusters Score -2114383 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2114584.250000 Penalty: 4746.255371
	Iteration 14Q: 3 clusters Score -2114584 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2114715.250000 Penalty: 4746.255371
	Iteration 15Q: 3 clusters Score -2114715 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2114798.000000 Penalty: 4746.255371
	Iteration 16Q: 3 clusters Score -2114798 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2114849.500000 Penalty: 4746.255371
	Iteration 17Q: 3 clusters Score -2114850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2114864.500000 Penalty: 4746.255371
	Iteration 18Q: 3 clusters Score -2114864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2114881.500000 Penalty: 4746.255371
	Iteration 19Q: 3 clusters Score -2114882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2114887.000000 Penalty: 4746.255371
	Iteration 20F: 3 clusters Score -2114887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2114893.000000 Penalty: 4746.255371
	Iteration 21Q: 3 clusters Score -2114893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2114900.500000 Penalty: 4746.255371
	Iteration 22Q: 3 clusters Score -2114900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2114909.000000 Penalty: 4746.255371
	Iteration 23Q: 3 clusters Score -2114909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2114909.000000 Penalty: 4746.255371
	Iteration 24Q: 3 clusters Score -2114909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2114908.750000 Penalty: 4746.255371
	Iteration 25Q: 3 clusters Score -2114909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2114912.250000 Penalty: 4746.255371
	Iteration 26Q: 3 clusters Score -2114912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2114910.750000 Penalty: 4746.255371
	Iteration 27Q: 3 clusters Score -2114911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2114914.250000 Penalty: 4746.255371
	Iteration 28Q: 3 clusters Score -2114914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2114917.250000 Penalty: 4746.255371
	Iteration 29Q: 3 clusters Score -2114917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2114917.250000 Penalty: 4746.255371
	Iteration 30Q: 3 clusters Score -2114917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2114917.500000 Penalty: 4746.255371
	Iteration 31Q: 3 clusters Score -2114918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2114925.000000 Penalty: 4746.255371
	Iteration 32Q: 3 clusters Score -2114925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2114929.750000 Penalty: 4746.255371
	Iteration 33Q: 3 clusters Score -2114930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2114926.750000 Penalty: 4746.255371
	Iteration 34Q: 3 clusters Score -2114927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2114928.250000 Penalty: 4746.255371
	Iteration 35Q: 3 clusters Score -2114928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2114930.000000 Penalty: 4746.255371
	Iteration 36Q: 3 clusters Score -2114930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2114928.750000 Penalty: 4746.255371
	Iteration 37Q: 3 clusters Score -2114929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2114928.250000 Penalty: 4746.255371
	Iteration 38Q: 3 clusters Score -2114928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2114930.750000 Penalty: 4746.255371
	Iteration 39Q: 3 clusters Score -2114931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2114933.250000 Penalty: 4746.255371
	Iteration 40F: 3 clusters Score -2114933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2114937.000000 Penalty: 4746.255371
	Iteration 41Q: 3 clusters Score -2114937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2114939.250000 Penalty: 4746.255371
	Iteration 42Q: 3 clusters Score -2114939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2114936.750000 Penalty: 4746.255371
	Iteration 43Q: 3 clusters Score -2114937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2114939.500000 Penalty: 4746.255371
	Iteration 44Q: 3 clusters Score -2114940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2114944.750000 Penalty: 4746.255371
	Iteration 45Q: 3 clusters Score -2114945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2114945.250000 Penalty: 4746.255371
	Iteration 46Q: 3 clusters Score -2114945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2114949.000000 Penalty: 4746.255371
	Iteration 47Q: 3 clusters Score -2114949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2114954.000000 Penalty: 4746.255371
	Iteration 48Q: 3 clusters Score -2114954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2114963.000000 Penalty: 4746.255371
	Iteration 49Q: 3 clusters Score -2114963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2114959.500000 Penalty: 4746.255371
	Iteration 50Q: 3 clusters Score -2114960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2114961.750000 Penalty: 4746.255371
	Iteration 51Q: 3 clusters Score -2114962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2114968.750000 Penalty: 4746.255371
	Iteration 52Q: 3 clusters Score -2114969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2114975.250000 Penalty: 4746.255371
	Iteration 53Q: 3 clusters Score -2114975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2114986.000000 Penalty: 4746.255371
	Iteration 54Q: 3 clusters Score -2114986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2114987.500000 Penalty: 4746.255371
	Iteration 55Q: 3 clusters Score -2114988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2114992.000000 Penalty: 4746.255371
	Iteration 56Q: 3 clusters Score -2114992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2114998.000000 Penalty: 4746.255371
	Iteration 57Q: 3 clusters Score -2114998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2115009.500000 Penalty: 4746.255371
	Iteration 58Q: 3 clusters Score -2115010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2115012.750000 Penalty: 4746.255371
	Iteration 59Q: 3 clusters Score -2115013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2115020.000000 Penalty: 4746.255371
	Iteration 60F: 3 clusters Score -2115020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2115018.750000 Penalty: 4746.255371
	Iteration 61Q: 3 clusters Score -2115019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2115023.500000 Penalty: 4746.255371
	Iteration 62Q: 3 clusters Score -2115024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2115024.000000 Penalty: 4746.255371
	Iteration 63Q: 3 clusters Score -2115024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2115025.250000 Penalty: 4746.255371
	Iteration 64Q: 3 clusters Score -2115025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2115026.250000 Penalty: 4746.255371
	Iteration 65Q: 3 clusters Score -2115026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2115028.500000 Penalty: 4746.255371
	Iteration 66Q: 3 clusters Score -2115028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2115037.500000 Penalty: 4746.255371
	Iteration 67Q: 3 clusters Score -2115038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2115030.250000 Penalty: 4746.255371
	Iteration 68Q: 3 clusters Score -2115030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2115041.500000 Penalty: 4746.255371
	Iteration 69Q: 3 clusters Score -2115042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2115041.000000 Penalty: 4746.255371
	Iteration 70Q: 3 clusters Score -2115041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2115041.250000 Penalty: 4746.255371
	Iteration 71Q: 3 clusters Score -2115041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2115043.000000 Penalty: 4746.255371
	Iteration 72Q: 3 clusters Score -2115043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2115044.500000 Penalty: 4746.255371
	Iteration 73Q: 3 clusters Score -2115044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2115044.500000 Penalty: 4746.255371
	Iteration 74F: 3 clusters Score -2115044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -1245343.625000 Penalty: 2239.889404
	Iteration 0F: 2 clusters Score -1245344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1238744.625000 Penalty: 4479.778809
	Iteration 0F: 3 clusters Score -1238745 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1240730.000000 Penalty: 4479.778809
	Iteration 1F: 3 clusters Score -1240730 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1241237.750000 Penalty: 4479.778809
	Iteration 2F: 3 clusters Score -1241238 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1241674.875000 Penalty: 4479.778809
	Iteration 3F: 3 clusters Score -1241675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1242016.500000 Penalty: 4479.778809
	Iteration 4F: 3 clusters Score -1242016 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1242346.500000 Penalty: 4479.778809
	Iteration 5F: 3 clusters Score -1242346 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1242622.250000 Penalty: 4479.778809
	Iteration 6F: 3 clusters Score -1242622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1242844.000000 Penalty: 4479.778809
	Iteration 7Q: 3 clusters Score -1242844 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1243052.500000 Penalty: 4479.778809
	Iteration 8Q: 3 clusters Score -1243052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1243276.250000 Penalty: 4479.778809
	Iteration 9Q: 3 clusters Score -1243276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1243473.750000 Penalty: 4479.778809
	Iteration 10Q: 3 clusters Score -1243474 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1243600.250000 Penalty: 4479.778809
	Iteration 11Q: 3 clusters Score -1243600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1243676.000000 Penalty: 4479.778809
	Iteration 12Q: 3 clusters Score -1243676 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1243720.625000 Penalty: 4479.778809
	Iteration 13Q: 3 clusters Score -1243721 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1243752.875000 Penalty: 4479.778809
	Iteration 14Q: 3 clusters Score -1243753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1243767.000000 Penalty: 4479.778809
	Iteration 15Q: 3 clusters Score -1243767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1243783.875000 Penalty: 4479.778809
	Iteration 16Q: 3 clusters Score -1243784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1243811.875000 Penalty: 4479.778809
	Iteration 17Q: 3 clusters Score -1243812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1243830.750000 Penalty: 4479.778809
	Iteration 18Q: 3 clusters Score -1243831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1243841.125000 Penalty: 4479.778809
	Iteration 19Q: 3 clusters Score -1243841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1243851.625000 Penalty: 4479.778809
	Iteration 20F: 3 clusters Score -1243852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1243860.000000 Penalty: 4479.778809
	Iteration 21Q: 3 clusters Score -1243860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1243870.375000 Penalty: 4479.778809
	Iteration 22Q: 3 clusters Score -1243870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1243874.375000 Penalty: 4479.778809
	Iteration 23Q: 3 clusters Score -1243874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1243883.125000 Penalty: 4479.778809
	Iteration 24Q: 3 clusters Score -1243883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1243887.750000 Penalty: 4479.778809
	Iteration 25Q: 3 clusters Score -1243888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1243895.750000 Penalty: 4479.778809
	Iteration 26Q: 3 clusters Score -1243896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1243902.375000 Penalty: 4479.778809
	Iteration 27Q: 3 clusters Score -1243902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1243907.625000 Penalty: 4479.778809
	Iteration 28Q: 3 clusters Score -1243908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1243911.375000 Penalty: 4479.778809
	Iteration 29Q: 3 clusters Score -1243911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1243913.500000 Penalty: 4479.778809
	Iteration 30Q: 3 clusters Score -1243914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1243918.375000 Penalty: 4479.778809
	Iteration 31Q: 3 clusters Score -1243918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1243921.625000 Penalty: 4479.778809
	Iteration 32Q: 3 clusters Score -1243922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1243924.000000 Penalty: 4479.778809
	Iteration 33Q: 3 clusters Score -1243924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1243930.250000 Penalty: 4479.778809
	Iteration 34Q: 3 clusters Score -1243930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1243932.500000 Penalty: 4479.778809
	Iteration 35Q: 3 clusters Score -1243932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1243937.875000 Penalty: 4479.778809
	Iteration 36Q: 3 clusters Score -1243938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1243940.250000 Penalty: 4479.778809
	Iteration 37Q: 3 clusters Score -1243940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1243943.125000 Penalty: 4479.778809
	Iteration 38Q: 3 clusters Score -1243943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1243946.625000 Penalty: 4479.778809
	Iteration 39Q: 3 clusters Score -1243947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1243951.625000 Penalty: 4479.778809
	Iteration 40F: 3 clusters Score -1243952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1243959.875000 Penalty: 4479.778809
	Iteration 41Q: 3 clusters Score -1243960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1243963.000000 Penalty: 4479.778809
	Iteration 42Q: 3 clusters Score -1243963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1243963.875000 Penalty: 4479.778809
	Iteration 43Q: 3 clusters Score -1243964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1243969.250000 Penalty: 4479.778809
	Iteration 44Q: 3 clusters Score -1243969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1243968.125000 Penalty: 4479.778809
	Iteration 45Q: 3 clusters Score -1243968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1243969.375000 Penalty: 4479.778809
	Iteration 46Q: 3 clusters Score -1243969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1243969.875000 Penalty: 4479.778809
	Iteration 47Q: 3 clusters Score -1243970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1243969.375000 Penalty: 4479.778809
	Iteration 48Q: 3 clusters Score -1243969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1243969.875000 Penalty: 4479.778809
	Iteration 49Q: 3 clusters Score -1243970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1243969.875000 Penalty: 4479.778809
	Iteration 50F: 3 clusters Score -1243970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Entering Unmasked Estep 
Score: -12020304.000000 Penalty: 2801.820557
	Iteration 0F: 2 clusters Score -1.20203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -11966467.000000 Penalty: 5603.641113
	Iteration 0F: 3 clusters Score -1.196647e+07 nChanged 37644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -11987711.000000 Penalty: 5603.641113
	Iteration 1F: 3 clusters Score -1.198771e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -11988303.000000 Penalty: 5603.641113
	Iteration 2Q: 3 clusters Score -1.19883e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -11989018.000000 Penalty: 5603.641113
	Iteration 3Q: 3 clusters Score -1.198902e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -11989725.000000 Penalty: 5603.641113
	Iteration 4Q: 3 clusters Score -1.198972e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -11990484.000000 Penalty: 5603.641113
	Iteration 5Q: 3 clusters Score -1.199048e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -11991362.000000 Penalty: 5603.641113
	Iteration 6Q: 3 clusters Score -1.199136e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -11992316.000000 Penalty: 5603.641113
	Iteration 7Q: 3 clusters Score -1.199232e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -11993524.000000 Penalty: 5603.641113
	Iteration 8Q: 3 clusters Score -1.199352e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -11995113.000000 Penalty: 5603.641113
	Iteration 9Q: 3 clusters Score -1.199511e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -11997234.000000 Penalty: 5603.641113
	Iteration 10Q: 3 clusters Score -1.199723e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -11999969.000000 Penalty: 5603.641113
	Iteration 11F: 3 clusters Score -1.199997e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -12003258.000000 Penalty: 5603.641113
	Iteration 12F: 3 clusters Score -1.200326e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -12006574.000000 Penalty: 5603.641113
	Iteration 13F: 3 clusters Score -1.200657e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -12009702.000000 Penalty: 5603.641113
	Iteration 14F: 3 clusters Score -1.20097e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -12012496.000000 Penalty: 5603.641113
	Iteration 15Q: 3 clusters Score -1.20125e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -12014658.000000 Penalty: 5603.641113
	Iteration 16Q: 3 clusters Score -1.201466e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 78272 members 
Entering Unmasked Estep 
Score: -12016042.000000 Penalty: 5603.641113
	Iteration 17Q: 3 clusters Score -1.201604e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -12016888.000000 Penalty: 5603.641113
	Iteration 18Q: 3 clusters Score -1.201689e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 79784 members 
Entering Unmasked Estep 
Score: -12017305.000000 Penalty: 5603.641113
	Iteration 19Q: 3 clusters Score -1.20173e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -12017527.000000 Penalty: 5603.641113
	Iteration 20F: 3 clusters Score -1.201753e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -12017636.000000 Penalty: 5603.641113
	Iteration 21Q: 3 clusters Score -1.201764e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -12017678.000000 Penalty: 5603.641113
	Iteration 22Q: 3 clusters Score -1.201768e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -12017728.000000 Penalty: 5603.641113
	Iteration 23Q: 3 clusters Score -1.201773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -12017765.000000 Penalty: 5603.641113
	Iteration 24Q: 3 clusters Score -1.201776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -12017797.000000 Penalty: 5603.641113
	Iteration 25Q: 3 clusters Score -1.20178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80297 members 
Entering Unmasked Estep 
Score: -12017816.000000 Penalty: 5603.641113
	Iteration 26Q: 3 clusters Score -1.201782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -12017827.000000 Penalty: 5603.641113
	Iteration 27Q: 3 clusters Score -1.201783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -12017854.000000 Penalty: 5603.641113
	Iteration 28Q: 3 clusters Score -1.201785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 80325 members 
Entering Unmasked Estep 
Score: -12017863.000000 Penalty: 5603.641113
	Iteration 29Q: 3 clusters Score -1.201786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -12017869.000000 Penalty: 5603.641113
	Iteration 30Q: 3 clusters Score -1.201787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -12017881.000000 Penalty: 5603.641113
	Iteration 31Q: 3 clusters Score -1.201788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -12017891.000000 Penalty: 5603.641113
	Iteration 32Q: 3 clusters Score -1.201789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 80338 members 
Entering Unmasked Estep 
Score: -12017887.000000 Penalty: 5603.641113
	Iteration 33Q: 3 clusters Score -1.201789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -12017892.000000 Penalty: 5603.641113
	Iteration 34Q: 3 clusters Score -1.201789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -12017892.000000 Penalty: 5603.641113
	Iteration 35F: 3 clusters Score -1.201789e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Entering Unmasked Estep 
Score: -604289.437500 Penalty: 2078.523926
	Iteration 0F: 2 clusters Score -604289.4 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 2166 members 
Entering Unmasked Estep 
Score: -600176.312500 Penalty: 4157.047852
	Iteration 0F: 3 clusters Score -600176.3 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -601448.250000 Penalty: 4157.047852
	Iteration 1F: 3 clusters Score -601448.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -601902.562500 Penalty: 4157.047852
	Iteration 2F: 3 clusters Score -601902.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -602239.500000 Penalty: 4157.047852
	Iteration 3F: 3 clusters Score -602239.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -602516.437500 Penalty: 4157.047852
	Iteration 4F: 3 clusters Score -602516.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -602689.812500 Penalty: 4157.047852
	Iteration 5Q: 3 clusters Score -602689.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -602820.812500 Penalty: 4157.047852
	Iteration 6Q: 3 clusters Score -602820.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -602931.437500 Penalty: 4157.047852
	Iteration 7Q: 3 clusters Score -602931.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -603007.750000 Penalty: 4157.047852
	Iteration 8Q: 3 clusters Score -603007.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -603057.875000 Penalty: 4157.047852
	Iteration 9Q: 3 clusters Score -603057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -603100.062500 Penalty: 4157.047852
	Iteration 10Q: 3 clusters Score -603100.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -603131.187500 Penalty: 4157.047852
	Iteration 11Q: 3 clusters Score -603131.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -603158.312500 Penalty: 4157.047852
	Iteration 12Q: 3 clusters Score -603158.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -603185.125000 Penalty: 4157.047852
	Iteration 13Q: 3 clusters Score -603185.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603207.312500 Penalty: 4157.047852
	Iteration 14Q: 3 clusters Score -603207.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -603234.062500 Penalty: 4157.047852
	Iteration 15Q: 3 clusters Score -603234.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603253.125000 Penalty: 4157.047852
	Iteration 16Q: 3 clusters Score -603253.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -603270.000000 Penalty: 4157.047852
	Iteration 17Q: 3 clusters Score -603270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603285.125000 Penalty: 4157.047852
	Iteration 18Q: 3 clusters Score -603285.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -603310.687500 Penalty: 4157.047852
	Iteration 19Q: 3 clusters Score -603310.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603336.750000 Penalty: 4157.047852
	Iteration 20F: 3 clusters Score -603336.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -603362.937500 Penalty: 4157.047852
	Iteration 21Q: 3 clusters Score -603362.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -603382.000000 Penalty: 4157.047852
	Iteration 22Q: 3 clusters Score -603382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -603399.500000 Penalty: 4157.047852
	Iteration 23Q: 3 clusters Score -603399.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -603415.500000 Penalty: 4157.047852
	Iteration 24Q: 3 clusters Score -603415.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -603427.125000 Penalty: 4157.047852
	Iteration 25Q: 3 clusters Score -603427.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -603436.562500 Penalty: 4157.047852
	Iteration 26Q: 3 clusters Score -603436.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -603441.875000 Penalty: 4157.047852
	Iteration 27Q: 3 clusters Score -603441.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -603445.812500 Penalty: 4157.047852
	Iteration 28Q: 3 clusters Score -603445.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -603449.312500 Penalty: 4157.047852
	Iteration 29Q: 3 clusters Score -603449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -603458.812500 Penalty: 4157.047852
	Iteration 30Q: 3 clusters Score -603458.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -603468.500000 Penalty: 4157.047852
	Iteration 31Q: 3 clusters Score -603468.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -603478.562500 Penalty: 4157.047852
	Iteration 32Q: 3 clusters Score -603478.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -603487.062500 Penalty: 4157.047852
	Iteration 33Q: 3 clusters Score -603487.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -603499.375000 Penalty: 4157.047852
	Iteration 34Q: 3 clusters Score -603499.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -603513.437500 Penalty: 4157.047852
	Iteration 35Q: 3 clusters Score -603513.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -603525.000000 Penalty: 4157.047852
	Iteration 36Q: 3 clusters Score -603525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -603538.750000 Penalty: 4157.047852
	Iteration 37Q: 3 clusters Score -603538.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -603546.875000 Penalty: 4157.047852
	Iteration 38Q: 3 clusters Score -603546.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -603555.062500 Penalty: 4157.047852
	Iteration 39Q: 3 clusters Score -603555.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -603565.875000 Penalty: 4157.047852
	Iteration 40F: 3 clusters Score -603565.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -603579.562500 Penalty: 4157.047852
	Iteration 41Q: 3 clusters Score -603579.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -603596.437500 Penalty: 4157.047852
	Iteration 42Q: 3 clusters Score -603596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -603605.687500 Penalty: 4157.047852
	Iteration 43Q: 3 clusters Score -603605.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -603618.375000 Penalty: 4157.047852
	Iteration 44Q: 3 clusters Score -603618.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -603633.562500 Penalty: 4157.047852
	Iteration 45Q: 3 clusters Score -603633.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -603653.812500 Penalty: 4157.047852
	Iteration 46Q: 3 clusters Score -603653.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -603671.687500 Penalty: 4157.047852
	Iteration 47Q: 3 clusters Score -603671.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -603683.312500 Penalty: 4157.047852
	Iteration 48Q: 3 clusters Score -603683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -603702.625000 Penalty: 4157.047852
	Iteration 49Q: 3 clusters Score -603702.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -603724.937500 Penalty: 4157.047852
	Iteration 50Q: 3 clusters Score -603724.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -603754.687500 Penalty: 4157.047852
	Iteration 51Q: 3 clusters Score -603754.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -603768.000000 Penalty: 4157.047852
	Iteration 52Q: 3 clusters Score -603768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -603778.312500 Penalty: 4157.047852
	Iteration 53Q: 3 clusters Score -603778.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -603783.375000 Penalty: 4157.047852
	Iteration 54Q: 3 clusters Score -603783.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -603788.812500 Penalty: 4157.047852
	Iteration 55Q: 3 clusters Score -603788.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -603796.437500 Penalty: 4157.047852
	Iteration 56Q: 3 clusters Score -603796.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -603800.687500 Penalty: 4157.047852
	Iteration 57Q: 3 clusters Score -603800.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -603806.875000 Penalty: 4157.047852
	Iteration 58Q: 3 clusters Score -603806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -603808.625000 Penalty: 4157.047852
	Iteration 59Q: 3 clusters Score -603808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -603811.562500 Penalty: 4157.047852
	Iteration 60F: 3 clusters Score -603811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -603815.062500 Penalty: 4157.047852
	Iteration 61Q: 3 clusters Score -603815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -603818.750000 Penalty: 4157.047852
	Iteration 62Q: 3 clusters Score -603818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -603824.562500 Penalty: 4157.047852
	Iteration 63Q: 3 clusters Score -603824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -603830.562500 Penalty: 4157.047852
	Iteration 64Q: 3 clusters Score -603830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -603833.187500 Penalty: 4157.047852
	Iteration 65Q: 3 clusters Score -603833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -603835.937500 Penalty: 4157.047852
	Iteration 66Q: 3 clusters Score -603835.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -603836.187500 Penalty: 4157.047852
	Iteration 67Q: 3 clusters Score -603836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -603838.312500 Penalty: 4157.047852
	Iteration 68Q: 3 clusters Score -603838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -603837.812500 Penalty: 4157.047852
	Iteration 69Q: 3 clusters Score -603837.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -603838.125000 Penalty: 4157.047852
	Iteration 70Q: 3 clusters Score -603838.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -603839.000000 Penalty: 4157.047852
	Iteration 71Q: 3 clusters Score -603839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -603838.500000 Penalty: 4157.047852
	Iteration 72Q: 3 clusters Score -603838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -603838.750000 Penalty: 4157.047852
	Iteration 73Q: 3 clusters Score -603838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -603838.750000 Penalty: 4157.047852
	Iteration 74F: 3 clusters Score -603838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -497775.718750 Penalty: 2041.381226
	Iteration 0F: 2 clusters Score -497775.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -494098.031250 Penalty: 4082.762451
	Iteration 0F: 3 clusters Score -494098 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -495169.593750 Penalty: 4082.762451
	Iteration 1F: 3 clusters Score -495169.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -495610.718750 Penalty: 4082.762451
	Iteration 2F: 3 clusters Score -495610.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -495973.031250 Penalty: 4082.762451
	Iteration 3F: 3 clusters Score -495973 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -496217.718750 Penalty: 4082.762451
	Iteration 4F: 3 clusters Score -496217.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -496391.875000 Penalty: 4082.762451
	Iteration 5F: 3 clusters Score -496391.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -496544.656250 Penalty: 4082.762451
	Iteration 6Q: 3 clusters Score -496544.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -496655.812500 Penalty: 4082.762451
	Iteration 7Q: 3 clusters Score -496655.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -496723.250000 Penalty: 4082.762451
	Iteration 8Q: 3 clusters Score -496723.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -496775.406250 Penalty: 4082.762451
	Iteration 9Q: 3 clusters Score -496775.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -496806.531250 Penalty: 4082.762451
	Iteration 10Q: 3 clusters Score -496806.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -496842.281250 Penalty: 4082.762451
	Iteration 11Q: 3 clusters Score -496842.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -496867.906250 Penalty: 4082.762451
	Iteration 12Q: 3 clusters Score -496867.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -496878.593750 Penalty: 4082.762451
	Iteration 13Q: 3 clusters Score -496878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -496888.406250 Penalty: 4082.762451
	Iteration 14Q: 3 clusters Score -496888.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -496898.281250 Penalty: 4082.762451
	Iteration 15Q: 3 clusters Score -496898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -496907.000000 Penalty: 4082.762451
	Iteration 16Q: 3 clusters Score -496907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -496911.687500 Penalty: 4082.762451
	Iteration 17Q: 3 clusters Score -496911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -496914.062500 Penalty: 4082.762451
	Iteration 18Q: 3 clusters Score -496914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -496915.312500 Penalty: 4082.762451
	Iteration 19Q: 3 clusters Score -496915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -496915.593750 Penalty: 4082.762451
	Iteration 20F: 3 clusters Score -496915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -496917.781250 Penalty: 4082.762451
	Iteration 21Q: 3 clusters Score -496917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -496918.531250 Penalty: 4082.762451
	Iteration 22Q: 3 clusters Score -496918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -496920.156250 Penalty: 4082.762451
	Iteration 23Q: 3 clusters Score -496920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -496920.156250 Penalty: 4082.762451
	Iteration 24F: 3 clusters Score -496920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Entering Unmasked Estep 
Score: -10053448.000000 Penalty: 2756.847412
	Iteration 0F: 2 clusters Score -1.005345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -10008102.000000 Penalty: 5513.694824
	Iteration 0F: 3 clusters Score -1.00081e+07 nChanged 31627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -10025824.000000 Penalty: 5513.694824
	Iteration 1F: 3 clusters Score -1.002582e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -10026320.000000 Penalty: 5513.694824
	Iteration 2Q: 3 clusters Score -1.002632e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -10026884.000000 Penalty: 5513.694824
	Iteration 3Q: 3 clusters Score -1.002688e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -10027445.000000 Penalty: 5513.694824
	Iteration 4Q: 3 clusters Score -1.002744e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -10028057.000000 Penalty: 5513.694824
	Iteration 5Q: 3 clusters Score -1.002806e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -10029051.000000 Penalty: 5513.694824
	Iteration 6Q: 3 clusters Score -1.002905e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -10030684.000000 Penalty: 5513.694824
	Iteration 7Q: 3 clusters Score -1.003068e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -10033331.000000 Penalty: 5513.694824
	Iteration 8F: 3 clusters Score -1.003333e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -10037072.000000 Penalty: 5513.694824
	Iteration 9F: 3 clusters Score -1.003707e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -10041141.000000 Penalty: 5513.694824
	Iteration 10F: 3 clusters Score -1.004114e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -10044778.000000 Penalty: 5513.694824
	Iteration 11F: 3 clusters Score -1.004478e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -10047229.000000 Penalty: 5513.694824
	Iteration 12Q: 3 clusters Score -1.004723e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -10048873.000000 Penalty: 5513.694824
	Iteration 13Q: 3 clusters Score -1.004887e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -10049791.000000 Penalty: 5513.694824
	Iteration 14Q: 3 clusters Score -1.004979e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -10050324.000000 Penalty: 5513.694824
	Iteration 15Q: 3 clusters Score -1.005032e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 64376 members 
Entering Unmasked Estep 
Score: -10050603.000000 Penalty: 5513.694824
	Iteration 16Q: 3 clusters Score -1.00506e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -10050787.000000 Penalty: 5513.694824
	Iteration 17Q: 3 clusters Score -1.005079e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -10050897.000000 Penalty: 5513.694824
	Iteration 18Q: 3 clusters Score -1.00509e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -10050955.000000 Penalty: 5513.694824
	Iteration 19Q: 3 clusters Score -1.005096e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -10051016.000000 Penalty: 5513.694824
	Iteration 20F: 3 clusters Score -1.005102e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 65273 members 
Entering Unmasked Estep 
Score: -10051051.000000 Penalty: 5513.694824
	Iteration 21Q: 3 clusters Score -1.005105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -10051086.000000 Penalty: 5513.694824
	Iteration 22Q: 3 clusters Score -1.005109e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -10051171.000000 Penalty: 5513.694824
	Iteration 23Q: 3 clusters Score -1.005117e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -10051215.000000 Penalty: 5513.694824
	Iteration 24Q: 3 clusters Score -1.005122e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -10051262.000000 Penalty: 5513.694824
	Iteration 25Q: 3 clusters Score -1.005126e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -10051293.000000 Penalty: 5513.694824
	Iteration 26Q: 3 clusters Score -1.005129e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -10051318.000000 Penalty: 5513.694824
	Iteration 27Q: 3 clusters Score -1.005132e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -10051341.000000 Penalty: 5513.694824
	Iteration 28Q: 3 clusters Score -1.005134e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -10051356.000000 Penalty: 5513.694824
	Iteration 29Q: 3 clusters Score -1.005136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -10051373.000000 Penalty: 5513.694824
	Iteration 30Q: 3 clusters Score -1.005137e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -10051401.000000 Penalty: 5513.694824
	Iteration 31Q: 3 clusters Score -1.00514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -10051408.000000 Penalty: 5513.694824
	Iteration 32Q: 3 clusters Score -1.005141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -10051404.000000 Penalty: 5513.694824
	Iteration 33Q: 3 clusters Score -1.00514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -10051416.000000 Penalty: 5513.694824
	Iteration 34Q: 3 clusters Score -1.005142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -10051437.000000 Penalty: 5513.694824
	Iteration 35Q: 3 clusters Score -1.005144e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -10051444.000000 Penalty: 5513.694824
	Iteration 36Q: 3 clusters Score -1.005144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -10051450.000000 Penalty: 5513.694824
	Iteration 37Q: 3 clusters Score -1.005145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -10051455.000000 Penalty: 5513.694824
	Iteration 38Q: 3 clusters Score -1.005146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -10051459.000000 Penalty: 5513.694824
	Iteration 39Q: 3 clusters Score -1.005146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -10051478.000000 Penalty: 5513.694824
	Iteration 40F: 3 clusters Score -1.005148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -10051486.000000 Penalty: 5513.694824
	Iteration 41Q: 3 clusters Score -1.005149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -10051487.000000 Penalty: 5513.694824
	Iteration 42Q: 3 clusters Score -1.005149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -10051489.000000 Penalty: 5513.694824
	Iteration 43Q: 3 clusters Score -1.005149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -10051483.000000 Penalty: 5513.694824
	Iteration 44Q: 3 clusters Score -1.005148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -10051485.000000 Penalty: 5513.694824
	Iteration 45Q: 3 clusters Score -1.005148e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -10051491.000000 Penalty: 5513.694824
	Iteration 46Q: 3 clusters Score -1.005149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -10051500.000000 Penalty: 5513.694824
	Iteration 47Q: 3 clusters Score -1.00515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -10051502.000000 Penalty: 5513.694824
	Iteration 48Q: 3 clusters Score -1.00515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 66176 members 
Entering Unmasked Estep 
Score: -10051496.000000 Penalty: 5513.694824
	Iteration 49Q: 3 clusters Score -1.00515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -10051493.000000 Penalty: 5513.694824
	Iteration 50Q: 3 clusters Score -1.005149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -10051496.000000 Penalty: 5513.694824
	Iteration 51Q: 3 clusters Score -1.00515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -10051494.000000 Penalty: 5513.694824
	Iteration 52Q: 3 clusters Score -1.005149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -10051497.000000 Penalty: 5513.694824
	Iteration 53Q: 3 clusters Score -1.00515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -10051504.000000 Penalty: 5513.694824
	Iteration 54Q: 3 clusters Score -1.00515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -10051505.000000 Penalty: 5513.694824
	Iteration 55Q: 3 clusters Score -1.00515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -10051508.000000 Penalty: 5513.694824
	Iteration 56Q: 3 clusters Score -1.005151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -10051502.000000 Penalty: 5513.694824
	Iteration 57Q: 3 clusters Score -1.00515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -10051502.000000 Penalty: 5513.694824
	Iteration 58Q: 3 clusters Score -1.00515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -10051504.000000 Penalty: 5513.694824
	Iteration 59Q: 3 clusters Score -1.00515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 66197 members 
Entering Unmasked Estep 
Score: -10051507.000000 Penalty: 5513.694824
	Iteration 60F: 3 clusters Score -1.005151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -10051509.000000 Penalty: 5513.694824
	Iteration 61Q: 3 clusters Score -1.005151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -10051506.000000 Penalty: 5513.694824
	Iteration 62Q: 3 clusters Score -1.005151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -10051502.000000 Penalty: 5513.694824
	Iteration 63Q: 3 clusters Score -1.00515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -10051506.000000 Penalty: 5513.694824
	Iteration 64Q: 3 clusters Score -1.005151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -10051506.000000 Penalty: 5513.694824
	Iteration 65F: 3 clusters Score -1.005151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Entering Unmasked Estep 
Score: -2121537.000000 Penalty: 2377.080811
	Iteration 0F: 2 clusters Score -2121537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2110980.750000 Penalty: 4754.161621
	Iteration 0F: 3 clusters Score -2110981 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2114436.000000 Penalty: 4754.161621
	Iteration 1F: 3 clusters Score -2114436 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2115138.750000 Penalty: 4754.161621
	Iteration 2F: 3 clusters Score -2115139 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2116089.500000 Penalty: 4754.161621
	Iteration 3F: 3 clusters Score -2116090 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2117105.250000 Penalty: 4754.161621
	Iteration 4F: 3 clusters Score -2117105 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2118041.000000 Penalty: 4754.161621
	Iteration 5F: 3 clusters Score -2118041 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2118730.750000 Penalty: 4754.161621
	Iteration 6F: 3 clusters Score -2118731 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2119269.250000 Penalty: 4754.161621
	Iteration 7F: 3 clusters Score -2119269 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2119637.000000 Penalty: 4754.161621
	Iteration 8Q: 3 clusters Score -2119637 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2119878.250000 Penalty: 4754.161621
	Iteration 9Q: 3 clusters Score -2119878 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2120013.000000 Penalty: 4754.161621
	Iteration 10Q: 3 clusters Score -2120013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2120118.000000 Penalty: 4754.161621
	Iteration 11Q: 3 clusters Score -2120118 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2120194.500000 Penalty: 4754.161621
	Iteration 12Q: 3 clusters Score -2120194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2120254.500000 Penalty: 4754.161621
	Iteration 13Q: 3 clusters Score -2120254 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2120294.250000 Penalty: 4754.161621
	Iteration 14Q: 3 clusters Score -2120294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2120339.500000 Penalty: 4754.161621
	Iteration 15Q: 3 clusters Score -2120340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2120374.500000 Penalty: 4754.161621
	Iteration 16Q: 3 clusters Score -2120374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2120399.750000 Penalty: 4754.161621
	Iteration 17Q: 3 clusters Score -2120400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2120417.250000 Penalty: 4754.161621
	Iteration 18Q: 3 clusters Score -2120417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2120424.250000 Penalty: 4754.161621
	Iteration 19Q: 3 clusters Score -2120424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2120435.250000 Penalty: 4754.161621
	Iteration 20F: 3 clusters Score -2120435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2120435.250000 Penalty: 4754.161621
	Iteration 21Q: 3 clusters Score -2120435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2120443.500000 Penalty: 4754.161621
	Iteration 22Q: 3 clusters Score -2120444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2120453.750000 Penalty: 4754.161621
	Iteration 23Q: 3 clusters Score -2120454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2120464.250000 Penalty: 4754.161621
	Iteration 24Q: 3 clusters Score -2120464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2120468.000000 Penalty: 4754.161621
	Iteration 25Q: 3 clusters Score -2120468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2120470.000000 Penalty: 4754.161621
	Iteration 26Q: 3 clusters Score -2120470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2120477.750000 Penalty: 4754.161621
	Iteration 27Q: 3 clusters Score -2120478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2120480.500000 Penalty: 4754.161621
	Iteration 28Q: 3 clusters Score -2120480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2120484.500000 Penalty: 4754.161621
	Iteration 29Q: 3 clusters Score -2120484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2120487.750000 Penalty: 4754.161621
	Iteration 30Q: 3 clusters Score -2120488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2120488.000000 Penalty: 4754.161621
	Iteration 31Q: 3 clusters Score -2120488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2120489.000000 Penalty: 4754.161621
	Iteration 32Q: 3 clusters Score -2120489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2120488.500000 Penalty: 4754.161621
	Iteration 33Q: 3 clusters Score -2120488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2120489.750000 Penalty: 4754.161621
	Iteration 34Q: 3 clusters Score -2120490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2120493.500000 Penalty: 4754.161621
	Iteration 35Q: 3 clusters Score -2120494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2120490.750000 Penalty: 4754.161621
	Iteration 36Q: 3 clusters Score -2120491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2120490.750000 Penalty: 4754.161621
	Iteration 37F: 3 clusters Score -2120491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Entering Unmasked Estep 
Score: -1444572.625000 Penalty: 2280.416260
	Iteration 0F: 2 clusters Score -1444573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1437005.750000 Penalty: 4560.832520
	Iteration 0F: 3 clusters Score -1437006 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1439174.875000 Penalty: 4560.832520
	Iteration 1F: 3 clusters Score -1439175 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1439463.750000 Penalty: 4560.832520
	Iteration 2F: 3 clusters Score -1439464 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1439668.250000 Penalty: 4560.832520
	Iteration 3F: 3 clusters Score -1439668 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1439834.250000 Penalty: 4560.832520
	Iteration 4Q: 3 clusters Score -1439834 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1439947.375000 Penalty: 4560.832520
	Iteration 5Q: 3 clusters Score -1439947 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1440034.500000 Penalty: 4560.832520
	Iteration 6Q: 3 clusters Score -1440034 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1440107.000000 Penalty: 4560.832520
	Iteration 7Q: 3 clusters Score -1440107 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1440189.375000 Penalty: 4560.832520
	Iteration 8Q: 3 clusters Score -1440189 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1440289.750000 Penalty: 4560.832520
	Iteration 9Q: 3 clusters Score -1440290 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1440400.125000 Penalty: 4560.832520
	Iteration 10Q: 3 clusters Score -1440400 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1440528.125000 Penalty: 4560.832520
	Iteration 11Q: 3 clusters Score -1440528 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1440685.000000 Penalty: 4560.832520
	Iteration 12Q: 3 clusters Score -1440685 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1440857.875000 Penalty: 4560.832520
	Iteration 13Q: 3 clusters Score -1440858 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1441079.250000 Penalty: 4560.832520
	Iteration 14Q: 3 clusters Score -1441079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1441324.250000 Penalty: 4560.832520
	Iteration 15Q: 3 clusters Score -1441324 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1441603.750000 Penalty: 4560.832520
	Iteration 16Q: 3 clusters Score -1441604 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1441858.125000 Penalty: 4560.832520
	Iteration 17Q: 3 clusters Score -1441858 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1442047.500000 Penalty: 4560.832520
	Iteration 18Q: 3 clusters Score -1442048 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1442190.125000 Penalty: 4560.832520
	Iteration 19Q: 3 clusters Score -1442190 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1442300.625000 Penalty: 4560.832520
	Iteration 20F: 3 clusters Score -1442301 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1442387.375000 Penalty: 4560.832520
	Iteration 21Q: 3 clusters Score -1442387 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1442450.750000 Penalty: 4560.832520
	Iteration 22Q: 3 clusters Score -1442451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1442513.125000 Penalty: 4560.832520
	Iteration 23Q: 3 clusters Score -1442513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1442561.625000 Penalty: 4560.832520
	Iteration 24Q: 3 clusters Score -1442562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1442603.625000 Penalty: 4560.832520
	Iteration 25Q: 3 clusters Score -1442604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1442625.875000 Penalty: 4560.832520
	Iteration 26Q: 3 clusters Score -1442626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1442651.750000 Penalty: 4560.832520
	Iteration 27Q: 3 clusters Score -1442652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1442668.250000 Penalty: 4560.832520
	Iteration 28Q: 3 clusters Score -1442668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1442687.250000 Penalty: 4560.832520
	Iteration 29Q: 3 clusters Score -1442687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1442700.625000 Penalty: 4560.832520
	Iteration 30Q: 3 clusters Score -1442701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1442714.000000 Penalty: 4560.832520
	Iteration 31Q: 3 clusters Score -1442714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1442721.500000 Penalty: 4560.832520
	Iteration 32Q: 3 clusters Score -1442722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1442728.750000 Penalty: 4560.832520
	Iteration 33Q: 3 clusters Score -1442729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1442739.000000 Penalty: 4560.832520
	Iteration 34Q: 3 clusters Score -1442739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1442739.375000 Penalty: 4560.832520
	Iteration 35Q: 3 clusters Score -1442739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1442743.750000 Penalty: 4560.832520
	Iteration 36Q: 3 clusters Score -1442744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1442753.250000 Penalty: 4560.832520
	Iteration 37Q: 3 clusters Score -1442753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1442758.375000 Penalty: 4560.832520
	Iteration 38Q: 3 clusters Score -1442758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1442758.250000 Penalty: 4560.832520
	Iteration 39Q: 3 clusters Score -1442758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1442758.000000 Penalty: 4560.832520
	Iteration 40F: 3 clusters Score -1442758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1442760.500000 Penalty: 4560.832520
	Iteration 41Q: 3 clusters Score -1442760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1442761.375000 Penalty: 4560.832520
	Iteration 42Q: 3 clusters Score -1442761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1442768.875000 Penalty: 4560.832520
	Iteration 43Q: 3 clusters Score -1442769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1442771.375000 Penalty: 4560.832520
	Iteration 44Q: 3 clusters Score -1442771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1442771.125000 Penalty: 4560.832520
	Iteration 45Q: 3 clusters Score -1442771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1442776.750000 Penalty: 4560.832520
	Iteration 46Q: 3 clusters Score -1442777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1442776.875000 Penalty: 4560.832520
	Iteration 47Q: 3 clusters Score -1442777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1442776.875000 Penalty: 4560.832520
	Iteration 48F: 3 clusters Score -1442777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -446230.687500 Penalty: 1986.898193
	Iteration 0F: 2 clusters Score -446230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -442940.125000 Penalty: 3973.796387
	Iteration 0F: 3 clusters Score -442940.1 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -443651.625000 Penalty: 3973.796387
	Iteration 1F: 3 clusters Score -443651.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -443840.531250 Penalty: 3973.796387
	Iteration 2F: 3 clusters Score -443840.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -443981.062500 Penalty: 3973.796387
	Iteration 3F: 3 clusters Score -443981.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -444097.125000 Penalty: 3973.796387
	Iteration 4Q: 3 clusters Score -444097.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -444241.406250 Penalty: 3973.796387
	Iteration 5Q: 3 clusters Score -444241.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -444373.281250 Penalty: 3973.796387
	Iteration 6Q: 3 clusters Score -444373.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -444493.843750 Penalty: 3973.796387
	Iteration 7Q: 3 clusters Score -444493.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -444582.312500 Penalty: 3973.796387
	Iteration 8Q: 3 clusters Score -444582.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -444648.875000 Penalty: 3973.796387
	Iteration 9Q: 3 clusters Score -444648.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -444727.250000 Penalty: 3973.796387
	Iteration 10Q: 3 clusters Score -444727.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -444802.093750 Penalty: 3973.796387
	Iteration 11Q: 3 clusters Score -444802.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -444889.562500 Penalty: 3973.796387
	Iteration 12Q: 3 clusters Score -444889.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -444977.812500 Penalty: 3973.796387
	Iteration 13Q: 3 clusters Score -444977.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -445024.312500 Penalty: 3973.796387
	Iteration 14Q: 3 clusters Score -445024.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -445063.718750 Penalty: 3973.796387
	Iteration 15Q: 3 clusters Score -445063.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -445097.125000 Penalty: 3973.796387
	Iteration 16Q: 3 clusters Score -445097.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -445114.562500 Penalty: 3973.796387
	Iteration 17Q: 3 clusters Score -445114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -445123.937500 Penalty: 3973.796387
	Iteration 18Q: 3 clusters Score -445123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -445126.187500 Penalty: 3973.796387
	Iteration 19Q: 3 clusters Score -445126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -445127.906250 Penalty: 3973.796387
	Iteration 20F: 3 clusters Score -445127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -445128.968750 Penalty: 3973.796387
	Iteration 21Q: 3 clusters Score -445129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -445129.437500 Penalty: 3973.796387
	Iteration 22Q: 3 clusters Score -445129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -445129.437500 Penalty: 3973.796387
	Iteration 23F: 3 clusters Score -445129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75220 members 
Entering Unmasked Estep 
Score: -10593084.000000 Penalty: 2784.586670
	Iteration 0F: 2 clusters Score -1.059308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -10542526.000000 Penalty: 5569.173340
	Iteration 0F: 3 clusters Score -1.054253e+07 nChanged 35477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -10563359.000000 Penalty: 5569.173340
	Iteration 1F: 3 clusters Score -1.056336e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -10564970.000000 Penalty: 5569.173340
	Iteration 2F: 3 clusters Score -1.056497e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -10566822.000000 Penalty: 5569.173340
	Iteration 3F: 3 clusters Score -1.056682e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -10568873.000000 Penalty: 5569.173340
	Iteration 4F: 3 clusters Score -1.056887e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -10571115.000000 Penalty: 5569.173340
	Iteration 5F: 3 clusters Score -1.057112e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -10573394.000000 Penalty: 5569.173340
	Iteration 6F: 3 clusters Score -1.057339e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -10575968.000000 Penalty: 5569.173340
	Iteration 7F: 3 clusters Score -1.057597e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -10578749.000000 Penalty: 5569.173340
	Iteration 8F: 3 clusters Score -1.057875e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -10581457.000000 Penalty: 5569.173340
	Iteration 9F: 3 clusters Score -1.058146e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -10583970.000000 Penalty: 5569.173340
	Iteration 10Q: 3 clusters Score -1.058397e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -10586184.000000 Penalty: 5569.173340
	Iteration 11Q: 3 clusters Score -1.058618e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -10587667.000000 Penalty: 5569.173340
	Iteration 12Q: 3 clusters Score -1.058767e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -10588769.000000 Penalty: 5569.173340
	Iteration 13Q: 3 clusters Score -1.058877e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -10589566.000000 Penalty: 5569.173340
	Iteration 14Q: 3 clusters Score -1.058957e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -10590170.000000 Penalty: 5569.173340
	Iteration 15Q: 3 clusters Score -1.059017e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -10590526.000000 Penalty: 5569.173340
	Iteration 16Q: 3 clusters Score -1.059053e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 73162 members 
Entering Unmasked Estep 
Score: -10590735.000000 Penalty: 5569.173340
	Iteration 17Q: 3 clusters Score -1.059074e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -10590859.000000 Penalty: 5569.173340
	Iteration 18Q: 3 clusters Score -1.059086e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 73551 members 
Entering Unmasked Estep 
Score: -10590916.000000 Penalty: 5569.173340
	Iteration 19Q: 3 clusters Score -1.059092e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 73657 members 
Entering Unmasked Estep 
Score: -10590986.000000 Penalty: 5569.173340
	Iteration 20F: 3 clusters Score -1.059099e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -10591029.000000 Penalty: 5569.173340
	Iteration 21Q: 3 clusters Score -1.059103e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -10591047.000000 Penalty: 5569.173340
	Iteration 22Q: 3 clusters Score -1.059105e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -10591094.000000 Penalty: 5569.173340
	Iteration 23Q: 3 clusters Score -1.059109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 73891 members 
Entering Unmasked Estep 
Score: -10591074.000000 Penalty: 5569.173340
	Iteration 24Q: 3 clusters Score -1.059107e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 73919 members 
Entering Unmasked Estep 
Score: -10591109.000000 Penalty: 5569.173340
	Iteration 25Q: 3 clusters Score -1.059111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -10591114.000000 Penalty: 5569.173340
	Iteration 26Q: 3 clusters Score -1.059111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -10591136.000000 Penalty: 5569.173340
	Iteration 27Q: 3 clusters Score -1.059114e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -10591163.000000 Penalty: 5569.173340
	Iteration 28Q: 3 clusters Score -1.059116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -10591178.000000 Penalty: 5569.173340
	Iteration 29Q: 3 clusters Score -1.059118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 74041 members 
Entering Unmasked Estep 
Score: -10591207.000000 Penalty: 5569.173340
	Iteration 30Q: 3 clusters Score -1.059121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -10591222.000000 Penalty: 5569.173340
	Iteration 31Q: 3 clusters Score -1.059122e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -10591235.000000 Penalty: 5569.173340
	Iteration 32Q: 3 clusters Score -1.059124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -10591251.000000 Penalty: 5569.173340
	Iteration 33Q: 3 clusters Score -1.059125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -10591275.000000 Penalty: 5569.173340
	Iteration 34Q: 3 clusters Score -1.059128e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10591275.000000 Penalty: 5569.173340
	Iteration 35Q: 3 clusters Score -1.059128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -10591285.000000 Penalty: 5569.173340
	Iteration 36Q: 3 clusters Score -1.059128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -10591281.000000 Penalty: 5569.173340
	Iteration 37Q: 3 clusters Score -1.059128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10591287.000000 Penalty: 5569.173340
	Iteration 38Q: 3 clusters Score -1.059129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -10591289.000000 Penalty: 5569.173340
	Iteration 39Q: 3 clusters Score -1.059129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10591290.000000 Penalty: 5569.173340
	Iteration 40F: 3 clusters Score -1.059129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10591300.000000 Penalty: 5569.173340
	Iteration 41Q: 3 clusters Score -1.05913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 74081 members 
Entering Unmasked Estep 
Score: -10591295.000000 Penalty: 5569.173340
	Iteration 42Q: 3 clusters Score -1.05913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 74084 members 
Entering Unmasked Estep 
Score: -10591284.000000 Penalty: 5569.173340
	Iteration 43Q: 3 clusters Score -1.059128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 74083 members 
Entering Unmasked Estep 
Score: -10591279.000000 Penalty: 5569.173340
	Iteration 44Q: 3 clusters Score -1.059128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -10591285.000000 Penalty: 5569.173340
	Iteration 45Q: 3 clusters Score -1.059128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -10591285.000000 Penalty: 5569.173340
	Iteration 46F: 3 clusters Score -1.059128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -783947.875000 Penalty: 2131.854980
	Iteration 0F: 2 clusters Score -783947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -779251.562500 Penalty: 4263.709961
	Iteration 0F: 3 clusters Score -779251.6 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -780705.750000 Penalty: 4263.709961
	Iteration 1F: 3 clusters Score -780705.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -781522.500000 Penalty: 4263.709961
	Iteration 2F: 3 clusters Score -781522.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -782535.437500 Penalty: 4263.709961
	Iteration 3F: 3 clusters Score -782535.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -783535.812500 Penalty: 4263.709961
	Iteration 4F: 3 clusters Score -783535.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -784062.875000 Penalty: 4263.709961
	Iteration 5F: 3 clusters Score -784062.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -784333.312500 Penalty: 4263.709961
	Iteration 6F: 3 clusters Score -784333.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -784497.062500 Penalty: 4263.709961
	Iteration 7Q: 3 clusters Score -784497.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -784588.312500 Penalty: 4263.709961
	Iteration 8Q: 3 clusters Score -784588.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -784668.000000 Penalty: 4263.709961
	Iteration 9Q: 3 clusters Score -784668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -784730.875000 Penalty: 4263.709961
	Iteration 10Q: 3 clusters Score -784730.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -784793.375000 Penalty: 4263.709961
	Iteration 11Q: 3 clusters Score -784793.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -784835.687500 Penalty: 4263.709961
	Iteration 12Q: 3 clusters Score -784835.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -784852.750000 Penalty: 4263.709961
	Iteration 13Q: 3 clusters Score -784852.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -784858.500000 Penalty: 4263.709961
	Iteration 14Q: 3 clusters Score -784858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -784866.562500 Penalty: 4263.709961
	Iteration 15Q: 3 clusters Score -784866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -784870.625000 Penalty: 4263.709961
	Iteration 16Q: 3 clusters Score -784870.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -784874.875000 Penalty: 4263.709961
	Iteration 17Q: 3 clusters Score -784874.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -784874.312500 Penalty: 4263.709961
	Iteration 18Q: 3 clusters Score -784874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -784877.187500 Penalty: 4263.709961
	Iteration 19Q: 3 clusters Score -784877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -784877.875000 Penalty: 4263.709961
	Iteration 20F: 3 clusters Score -784877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 197 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 14315 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 80633 members 
Mstep: Class 7 contains 4364 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 67260 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 11 contains 9850 members 
Mstep: Class 12 contains 3016 members 
Mstep: Class 13 contains 75220 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 88094 members 
Mstep: Class 17 contains 11666 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 13566 members 
Mstep: Class 20 contains 5108 members 
Mstep: Class 21 contains 12707 members 
Mstep: Class 22 contains 36559 members 
Mstep: Class 23 contains 93823 members 
Mstep: Class 24 contains 1414 members 
Mstep: Class 25 contains 7863 members 
Mstep: Class 26 contains 29679 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 9514 members 
Mstep: Class 29 contains 17291 members 
Mstep: Class 30 contains 6311 members 
Mstep: Class 31 contains 1195 members 
Mstep: Class 32 contains 11038 members 
Mstep: Class 33 contains 29107 members 
Mstep: Class 34 contains 7612 members 
Mstep: Class 35 contains 702 members 
Mstep: Class 36 contains 3912 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 9632 members 
Mstep: Class 40 contains 8062 members 
Mstep: Class 41 contains 630 members 
Mstep: Class 42 contains 7969 members 
Mstep: Class 43 contains 11006 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 2906 members 
Mstep: Class 46 contains 854 members 
Mstep: Class 47 contains 5352 members 
Mstep: Class 48 contains 29467 members 
Mstep: Class 49 contains 20818 members 
Mstep: Class 50 contains 791 members 
Entering Unmasked Estep 
Score: -115067568.000000 Penalty: 168590.921875
Splitting cluster 14 changes total score from -115067976.000000 to -115067568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -90083.546875 Penalty: 1604.374023
	Iteration 0F: 2 clusters Score -90083.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88483.789062 Penalty: 3208.748047
	Iteration 0F: 3 clusters Score -88483.79 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88692.929688 Penalty: 3208.748047
	Iteration 1F: 3 clusters Score -88692.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88769.492188 Penalty: 3208.748047
	Iteration 2Q: 3 clusters Score -88769.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88807.945312 Penalty: 3208.748047
	Iteration 3Q: 3 clusters Score -88807.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88826.507812 Penalty: 3208.748047
	Iteration 4Q: 3 clusters Score -88826.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88838.382812 Penalty: 3208.748047
	Iteration 5Q: 3 clusters Score -88838.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88853.335938 Penalty: 3208.748047
	Iteration 6Q: 3 clusters Score -88853.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88864.625000 Penalty: 3208.748047
	Iteration 7Q: 3 clusters Score -88864.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88872.726562 Penalty: 3208.748047
	Iteration 8Q: 3 clusters Score -88872.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88875.109375 Penalty: 3208.748047
	Iteration 9Q: 3 clusters Score -88875.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88878.039062 Penalty: 3208.748047
	Iteration 10Q: 3 clusters Score -88878.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88882.445312 Penalty: 3208.748047
	Iteration 11Q: 3 clusters Score -88882.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88887.132812 Penalty: 3208.748047
	Iteration 12Q: 3 clusters Score -88887.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88890.273438 Penalty: 3208.748047
	Iteration 13Q: 3 clusters Score -88890.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88892.265625 Penalty: 3208.748047
	Iteration 14Q: 3 clusters Score -88892.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88895.117188 Penalty: 3208.748047
	Iteration 15Q: 3 clusters Score -88895.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88903.164062 Penalty: 3208.748047
	Iteration 16Q: 3 clusters Score -88903.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88909.742188 Penalty: 3208.748047
	Iteration 17Q: 3 clusters Score -88909.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88918.875000 Penalty: 3208.748047
	Iteration 18Q: 3 clusters Score -88918.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88922.773438 Penalty: 3208.748047
	Iteration 19Q: 3 clusters Score -88922.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88927.570312 Penalty: 3208.748047
	Iteration 20F: 3 clusters Score -88927.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88931.320312 Penalty: 3208.748047
	Iteration 21Q: 3 clusters Score -88931.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88932.984375 Penalty: 3208.748047
	Iteration 22Q: 3 clusters Score -88932.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -88934.773438 Penalty: 3208.748047
	Iteration 23Q: 3 clusters Score -88934.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -88936.375000 Penalty: 3208.748047
	Iteration 24Q: 3 clusters Score -88936.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -88939.007812 Penalty: 3208.748047
	Iteration 25Q: 3 clusters Score -88939.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88939.796875 Penalty: 3208.748047
	Iteration 26Q: 3 clusters Score -88939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88939.796875 Penalty: 3208.748047
	Iteration 27F: 3 clusters Score -88939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Entering Unmasked Estep 
Score: -13053847.000000 Penalty: 2823.767578
	Iteration 0F: 2 clusters Score -1.305385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -12994976.000000 Penalty: 5647.535156
	Iteration 0F: 3 clusters Score -1.299498e+07 nChanged 41643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -13019172.000000 Penalty: 5647.535156
	Iteration 1F: 3 clusters Score -1.301917e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -13020465.000000 Penalty: 5647.535156
	Iteration 2Q: 3 clusters Score -1.302046e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -13022131.000000 Penalty: 5647.535156
	Iteration 3Q: 3 clusters Score -1.302213e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -13024587.000000 Penalty: 5647.535156
	Iteration 4F: 3 clusters Score -1.302459e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -13027456.000000 Penalty: 5647.535156
	Iteration 5F: 3 clusters Score -1.302746e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -13030961.000000 Penalty: 5647.535156
	Iteration 6F: 3 clusters Score -1.303096e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -13034367.000000 Penalty: 5647.535156
	Iteration 7F: 3 clusters Score -1.303437e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -13037233.000000 Penalty: 5647.535156
	Iteration 8F: 3 clusters Score -1.303723e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -13039419.000000 Penalty: 5647.535156
	Iteration 9Q: 3 clusters Score -1.303942e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -13040810.000000 Penalty: 5647.535156
	Iteration 10Q: 3 clusters Score -1.304081e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -13041781.000000 Penalty: 5647.535156
	Iteration 11Q: 3 clusters Score -1.304178e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -13042200.000000 Penalty: 5647.535156
	Iteration 12Q: 3 clusters Score -1.30422e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -13042498.000000 Penalty: 5647.535156
	Iteration 13Q: 3 clusters Score -1.30425e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -13042866.000000 Penalty: 5647.535156
	Iteration 14Q: 3 clusters Score -1.304287e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -13043253.000000 Penalty: 5647.535156
	Iteration 15Q: 3 clusters Score -1.304325e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -13043556.000000 Penalty: 5647.535156
	Iteration 16Q: 3 clusters Score -1.304356e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -13043973.000000 Penalty: 5647.535156
	Iteration 17Q: 3 clusters Score -1.304397e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -13044297.000000 Penalty: 5647.535156
	Iteration 18Q: 3 clusters Score -1.30443e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -13044677.000000 Penalty: 5647.535156
	Iteration 19Q: 3 clusters Score -1.304468e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -13045176.000000 Penalty: 5647.535156
	Iteration 20F: 3 clusters Score -1.304518e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -13045652.000000 Penalty: 5647.535156
	Iteration 21Q: 3 clusters Score -1.304565e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 72394 members 
Entering Unmasked Estep 
Score: -13046131.000000 Penalty: 5647.535156
	Iteration 22Q: 3 clusters Score -1.304613e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -13046733.000000 Penalty: 5647.535156
	Iteration 23Q: 3 clusters Score -1.304673e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -13047358.000000 Penalty: 5647.535156
	Iteration 24Q: 3 clusters Score -1.304736e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -13047973.000000 Penalty: 5647.535156
	Iteration 25Q: 3 clusters Score -1.304797e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -13048544.000000 Penalty: 5647.535156
	Iteration 26Q: 3 clusters Score -1.304854e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 77922 members 
Entering Unmasked Estep 
Score: -13049041.000000 Penalty: 5647.535156
	Iteration 27Q: 3 clusters Score -1.304904e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -13049442.000000 Penalty: 5647.535156
	Iteration 28Q: 3 clusters Score -1.304944e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -13049779.000000 Penalty: 5647.535156
	Iteration 29Q: 3 clusters Score -1.304978e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -13049911.000000 Penalty: 5647.535156
	Iteration 30Q: 3 clusters Score -1.304991e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -13050108.000000 Penalty: 5647.535156
	Iteration 31Q: 3 clusters Score -1.305011e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -13050249.000000 Penalty: 5647.535156
	Iteration 32Q: 3 clusters Score -1.305025e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -13050448.000000 Penalty: 5647.535156
	Iteration 33Q: 3 clusters Score -1.305045e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 81950 members 
Entering Unmasked Estep 
Score: -13050534.000000 Penalty: 5647.535156
	Iteration 34Q: 3 clusters Score -1.305053e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 82293 members 
Entering Unmasked Estep 
Score: -13050636.000000 Penalty: 5647.535156
	Iteration 35Q: 3 clusters Score -1.305064e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -13050751.000000 Penalty: 5647.535156
	Iteration 36Q: 3 clusters Score -1.305075e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -13050795.000000 Penalty: 5647.535156
	Iteration 37Q: 3 clusters Score -1.30508e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -13050848.000000 Penalty: 5647.535156
	Iteration 38Q: 3 clusters Score -1.305085e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 83437 members 
Entering Unmasked Estep 
Score: -13050900.000000 Penalty: 5647.535156
	Iteration 39Q: 3 clusters Score -1.30509e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -13051006.000000 Penalty: 5647.535156
	Iteration 40F: 3 clusters Score -1.305101e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -13051097.000000 Penalty: 5647.535156
	Iteration 41Q: 3 clusters Score -1.30511e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -13051138.000000 Penalty: 5647.535156
	Iteration 42Q: 3 clusters Score -1.305114e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -13051184.000000 Penalty: 5647.535156
	Iteration 43Q: 3 clusters Score -1.305118e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -13051232.000000 Penalty: 5647.535156
	Iteration 44Q: 3 clusters Score -1.305123e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -13051295.000000 Penalty: 5647.535156
	Iteration 45Q: 3 clusters Score -1.30513e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 84897 members 
Entering Unmasked Estep 
Score: -13051345.000000 Penalty: 5647.535156
	Iteration 46Q: 3 clusters Score -1.305134e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -13051392.000000 Penalty: 5647.535156
	Iteration 47Q: 3 clusters Score -1.305139e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 85225 members 
Entering Unmasked Estep 
Score: -13051435.000000 Penalty: 5647.535156
	Iteration 48Q: 3 clusters Score -1.305144e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 85368 members 
Entering Unmasked Estep 
Score: -13051497.000000 Penalty: 5647.535156
	Iteration 49Q: 3 clusters Score -1.30515e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -13051555.000000 Penalty: 5647.535156
	Iteration 50Q: 3 clusters Score -1.305156e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -13051608.000000 Penalty: 5647.535156
	Iteration 51Q: 3 clusters Score -1.305161e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 85749 members 
Entering Unmasked Estep 
Score: -13051658.000000 Penalty: 5647.535156
	Iteration 52Q: 3 clusters Score -1.305166e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 85839 members 
Entering Unmasked Estep 
Score: -13051662.000000 Penalty: 5647.535156
	Iteration 53Q: 3 clusters Score -1.305166e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 85905 members 
Entering Unmasked Estep 
Score: -13051689.000000 Penalty: 5647.535156
	Iteration 54Q: 3 clusters Score -1.305169e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -13051746.000000 Penalty: 5647.535156
	Iteration 55Q: 3 clusters Score -1.305175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -13051796.000000 Penalty: 5647.535156
	Iteration 56Q: 3 clusters Score -1.30518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 86096 members 
Entering Unmasked Estep 
Score: -13051819.000000 Penalty: 5647.535156
	Iteration 57Q: 3 clusters Score -1.305182e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -13051838.000000 Penalty: 5647.535156
	Iteration 58Q: 3 clusters Score -1.305184e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -13051850.000000 Penalty: 5647.535156
	Iteration 59Q: 3 clusters Score -1.305185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -13051881.000000 Penalty: 5647.535156
	Iteration 60F: 3 clusters Score -1.305188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -13051865.000000 Penalty: 5647.535156
	Iteration 61Q: 3 clusters Score -1.305186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -13051860.000000 Penalty: 5647.535156
	Iteration 62Q: 3 clusters Score -1.305186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
Score: -13051872.000000 Penalty: 5647.535156
	Iteration 63Q: 3 clusters Score -1.305187e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -13051887.000000 Penalty: 5647.535156
	Iteration 64Q: 3 clusters Score -1.305189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 86424 members 
Entering Unmasked Estep 
Score: -13051908.000000 Penalty: 5647.535156
	Iteration 65Q: 3 clusters Score -1.305191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -13051935.000000 Penalty: 5647.535156
	Iteration 66Q: 3 clusters Score -1.305194e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -13051940.000000 Penalty: 5647.535156
	Iteration 67Q: 3 clusters Score -1.305194e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -13051947.000000 Penalty: 5647.535156
	Iteration 68Q: 3 clusters Score -1.305195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -13051940.000000 Penalty: 5647.535156
	Iteration 69Q: 3 clusters Score -1.305194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -13051945.000000 Penalty: 5647.535156
	Iteration 70Q: 3 clusters Score -1.305194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -13051937.000000 Penalty: 5647.535156
	Iteration 71Q: 3 clusters Score -1.305194e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -13051949.000000 Penalty: 5647.535156
	Iteration 72Q: 3 clusters Score -1.305195e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -13051970.000000 Penalty: 5647.535156
	Iteration 73Q: 3 clusters Score -1.305197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 86613 members 
Entering Unmasked Estep 
Score: -13051991.000000 Penalty: 5647.535156
	Iteration 74Q: 3 clusters Score -1.305199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -13051983.000000 Penalty: 5647.535156
	Iteration 75Q: 3 clusters Score -1.305198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -13051983.000000 Penalty: 5647.535156
	Iteration 76Q: 3 clusters Score -1.305198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -13051974.000000 Penalty: 5647.535156
	Iteration 77Q: 3 clusters Score -1.305197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 86672 members 
Entering Unmasked Estep 
Score: -13051982.000000 Penalty: 5647.535156
	Iteration 78Q: 3 clusters Score -1.305198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -13051981.000000 Penalty: 5647.535156
	Iteration 79Q: 3 clusters Score -1.305198e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -13051981.000000 Penalty: 5647.535156
	Iteration 80F: 3 clusters Score -1.305198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 86696 members 
Entering Unmasked Estep 
Score: -13051992.000000 Penalty: 5647.535156
	Iteration 81Q: 3 clusters Score -1.305199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -13051990.000000 Penalty: 5647.535156
	Iteration 82Q: 3 clusters Score -1.305199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -13052002.000000 Penalty: 5647.535156
	Iteration 83Q: 3 clusters Score -1.3052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -13051997.000000 Penalty: 5647.535156
	Iteration 84Q: 3 clusters Score -1.3052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 86723 members 
Entering Unmasked Estep 
Score: -13052000.000000 Penalty: 5647.535156
	Iteration 85Q: 3 clusters Score -1.3052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -13052002.000000 Penalty: 5647.535156
	Iteration 86Q: 3 clusters Score -1.3052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -13052002.000000 Penalty: 5647.535156
	Iteration 87Q: 3 clusters Score -1.3052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -13051990.000000 Penalty: 5647.535156
	Iteration 88Q: 3 clusters Score -1.305199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -13052008.000000 Penalty: 5647.535156
	Iteration 89Q: 3 clusters Score -1.305201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -13052017.000000 Penalty: 5647.535156
	Iteration 90Q: 3 clusters Score -1.305202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -13052016.000000 Penalty: 5647.535156
	Iteration 91Q: 3 clusters Score -1.305202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -13052019.000000 Penalty: 5647.535156
	Iteration 92Q: 3 clusters Score -1.305202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -13052019.000000 Penalty: 5647.535156
	Iteration 93F: 3 clusters Score -1.305202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Entering Unmasked Estep 
Score: -1729043.000000 Penalty: 2322.379639
	Iteration 0F: 2 clusters Score -1729043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1720307.375000 Penalty: 4644.759277
	Iteration 0F: 3 clusters Score -1720307 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1722930.375000 Penalty: 4644.759277
	Iteration 1F: 3 clusters Score -1722930 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1723230.750000 Penalty: 4644.759277
	Iteration 2F: 3 clusters Score -1723231 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1723460.750000 Penalty: 4644.759277
	Iteration 3Q: 3 clusters Score -1723461 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1723662.375000 Penalty: 4644.759277
	Iteration 4Q: 3 clusters Score -1723662 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1723854.375000 Penalty: 4644.759277
	Iteration 5Q: 3 clusters Score -1723854 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1724051.750000 Penalty: 4644.759277
	Iteration 6Q: 3 clusters Score -1724052 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1724281.500000 Penalty: 4644.759277
	Iteration 7Q: 3 clusters Score -1724282 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1724564.000000 Penalty: 4644.759277
	Iteration 8Q: 3 clusters Score -1724564 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1724894.875000 Penalty: 4644.759277
	Iteration 9Q: 3 clusters Score -1724895 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1725256.625000 Penalty: 4644.759277
	Iteration 10Q: 3 clusters Score -1725257 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1725617.625000 Penalty: 4644.759277
	Iteration 11Q: 3 clusters Score -1725618 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1725964.750000 Penalty: 4644.759277
	Iteration 12Q: 3 clusters Score -1725965 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1726233.875000 Penalty: 4644.759277
	Iteration 13Q: 3 clusters Score -1726234 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1726413.125000 Penalty: 4644.759277
	Iteration 14Q: 3 clusters Score -1726413 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1726551.750000 Penalty: 4644.759277
	Iteration 15Q: 3 clusters Score -1726552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1726678.500000 Penalty: 4644.759277
	Iteration 16Q: 3 clusters Score -1726678 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1726779.375000 Penalty: 4644.759277
	Iteration 17Q: 3 clusters Score -1726779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1726847.625000 Penalty: 4644.759277
	Iteration 18Q: 3 clusters Score -1726848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1726887.875000 Penalty: 4644.759277
	Iteration 19Q: 3 clusters Score -1726888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1726928.125000 Penalty: 4644.759277
	Iteration 20F: 3 clusters Score -1726928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1726960.250000 Penalty: 4644.759277
	Iteration 21Q: 3 clusters Score -1726960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1726980.750000 Penalty: 4644.759277
	Iteration 22Q: 3 clusters Score -1726981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1727004.750000 Penalty: 4644.759277
	Iteration 23Q: 3 clusters Score -1727005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1727034.375000 Penalty: 4644.759277
	Iteration 24Q: 3 clusters Score -1727034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1727050.875000 Penalty: 4644.759277
	Iteration 25Q: 3 clusters Score -1727051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1727067.125000 Penalty: 4644.759277
	Iteration 26Q: 3 clusters Score -1727067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1727076.500000 Penalty: 4644.759277
	Iteration 27Q: 3 clusters Score -1727076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1727084.125000 Penalty: 4644.759277
	Iteration 28Q: 3 clusters Score -1727084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1727087.625000 Penalty: 4644.759277
	Iteration 29Q: 3 clusters Score -1727088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1727092.000000 Penalty: 4644.759277
	Iteration 30Q: 3 clusters Score -1727092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1727095.875000 Penalty: 4644.759277
	Iteration 31Q: 3 clusters Score -1727096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1727100.375000 Penalty: 4644.759277
	Iteration 32Q: 3 clusters Score -1727100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1727103.500000 Penalty: 4644.759277
	Iteration 33Q: 3 clusters Score -1727104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1727104.250000 Penalty: 4644.759277
	Iteration 34Q: 3 clusters Score -1727104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1727104.250000 Penalty: 4644.759277
	Iteration 35F: 3 clusters Score -1727104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -324341.593750 Penalty: 1930.755615
	Iteration 0F: 2 clusters Score -324341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -321467.625000 Penalty: 3861.511230
	Iteration 0F: 3 clusters Score -321467.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -322275.625000 Penalty: 3861.511230
	Iteration 1F: 3 clusters Score -322275.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322825.437500 Penalty: 3861.511230
	Iteration 2F: 3 clusters Score -322825.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -323261.000000 Penalty: 3861.511230
	Iteration 3F: 3 clusters Score -323261 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -323551.843750 Penalty: 3861.511230
	Iteration 4F: 3 clusters Score -323551.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323737.781250 Penalty: 3861.511230
	Iteration 5F: 3 clusters Score -323737.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -323866.812500 Penalty: 3861.511230
	Iteration 6Q: 3 clusters Score -323866.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -323973.250000 Penalty: 3861.511230
	Iteration 7Q: 3 clusters Score -323973.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -324063.906250 Penalty: 3861.511230
	Iteration 8Q: 3 clusters Score -324063.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -324124.625000 Penalty: 3861.511230
	Iteration 9Q: 3 clusters Score -324124.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -324162.906250 Penalty: 3861.511230
	Iteration 10Q: 3 clusters Score -324162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -324177.625000 Penalty: 3861.511230
	Iteration 11Q: 3 clusters Score -324177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -324189.312500 Penalty: 3861.511230
	Iteration 12Q: 3 clusters Score -324189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -324195.000000 Penalty: 3861.511230
	Iteration 13Q: 3 clusters Score -324195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -324205.468750 Penalty: 3861.511230
	Iteration 14Q: 3 clusters Score -324205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -324211.375000 Penalty: 3861.511230
	Iteration 15Q: 3 clusters Score -324211.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -324218.875000 Penalty: 3861.511230
	Iteration 16Q: 3 clusters Score -324218.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -324226.500000 Penalty: 3861.511230
	Iteration 17Q: 3 clusters Score -324226.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -324232.250000 Penalty: 3861.511230
	Iteration 18Q: 3 clusters Score -324232.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -324237.000000 Penalty: 3861.511230
	Iteration 19Q: 3 clusters Score -324237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -324238.781250 Penalty: 3861.511230
	Iteration 20F: 3 clusters Score -324238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -324240.000000 Penalty: 3861.511230
	Iteration 21Q: 3 clusters Score -324240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -324240.000000 Penalty: 3861.511230
	Iteration 22F: 3 clusters Score -324240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Entering Unmasked Estep 
Score: -2008185.375000 Penalty: 2359.799805
	Iteration 0F: 2 clusters Score -2008185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1998189.250000 Penalty: 4719.599609
	Iteration 0F: 3 clusters Score -1998189 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2001334.000000 Penalty: 4719.599609
	Iteration 1F: 3 clusters Score -2001334 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2001703.875000 Penalty: 4719.599609
	Iteration 2F: 3 clusters Score -2001704 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2002005.750000 Penalty: 4719.599609
	Iteration 3F: 3 clusters Score -2002006 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2002293.750000 Penalty: 4719.599609
	Iteration 4Q: 3 clusters Score -2002294 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2002571.125000 Penalty: 4719.599609
	Iteration 5Q: 3 clusters Score -2002571 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2002888.000000 Penalty: 4719.599609
	Iteration 6Q: 3 clusters Score -2002888 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2003194.250000 Penalty: 4719.599609
	Iteration 7Q: 3 clusters Score -2003194 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -2003525.375000 Penalty: 4719.599609
	Iteration 8Q: 3 clusters Score -2003525 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2003860.625000 Penalty: 4719.599609
	Iteration 9Q: 3 clusters Score -2003861 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2004180.250000 Penalty: 4719.599609
	Iteration 10Q: 3 clusters Score -2004180 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2004449.250000 Penalty: 4719.599609
	Iteration 11Q: 3 clusters Score -2004449 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2004673.875000 Penalty: 4719.599609
	Iteration 12Q: 3 clusters Score -2004674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2004905.625000 Penalty: 4719.599609
	Iteration 13Q: 3 clusters Score -2004906 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2005151.750000 Penalty: 4719.599609
	Iteration 14Q: 3 clusters Score -2005152 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2005390.750000 Penalty: 4719.599609
	Iteration 15Q: 3 clusters Score -2005391 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2005611.250000 Penalty: 4719.599609
	Iteration 16Q: 3 clusters Score -2005611 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2005785.875000 Penalty: 4719.599609
	Iteration 17Q: 3 clusters Score -2005786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2005920.500000 Penalty: 4719.599609
	Iteration 18Q: 3 clusters Score -2005920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2006028.250000 Penalty: 4719.599609
	Iteration 19Q: 3 clusters Score -2006028 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2006102.000000 Penalty: 4719.599609
	Iteration 20F: 3 clusters Score -2006102 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2006150.000000 Penalty: 4719.599609
	Iteration 21Q: 3 clusters Score -2006150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2006177.375000 Penalty: 4719.599609
	Iteration 22Q: 3 clusters Score -2006177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2006200.375000 Penalty: 4719.599609
	Iteration 23Q: 3 clusters Score -2006200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2006224.625000 Penalty: 4719.599609
	Iteration 24Q: 3 clusters Score -2006225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2006244.500000 Penalty: 4719.599609
	Iteration 25Q: 3 clusters Score -2006244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2006259.750000 Penalty: 4719.599609
	Iteration 26Q: 3 clusters Score -2006260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2006273.000000 Penalty: 4719.599609
	Iteration 27Q: 3 clusters Score -2006273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2006277.375000 Penalty: 4719.599609
	Iteration 28Q: 3 clusters Score -2006277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2006283.750000 Penalty: 4719.599609
	Iteration 29Q: 3 clusters Score -2006284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2006288.625000 Penalty: 4719.599609
	Iteration 30Q: 3 clusters Score -2006289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2006292.125000 Penalty: 4719.599609
	Iteration 31Q: 3 clusters Score -2006292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2006305.000000 Penalty: 4719.599609
	Iteration 32Q: 3 clusters Score -2006305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2006312.125000 Penalty: 4719.599609
	Iteration 33Q: 3 clusters Score -2006312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2006316.625000 Penalty: 4719.599609
	Iteration 34Q: 3 clusters Score -2006317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2006320.750000 Penalty: 4719.599609
	Iteration 35Q: 3 clusters Score -2006321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2006321.000000 Penalty: 4719.599609
	Iteration 36Q: 3 clusters Score -2006321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2006320.625000 Penalty: 4719.599609
	Iteration 37Q: 3 clusters Score -2006321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2006325.875000 Penalty: 4719.599609
	Iteration 38Q: 3 clusters Score -2006326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2006331.250000 Penalty: 4719.599609
	Iteration 39Q: 3 clusters Score -2006331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2006329.750000 Penalty: 4719.599609
	Iteration 40F: 3 clusters Score -2006330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2006332.625000 Penalty: 4719.599609
	Iteration 41Q: 3 clusters Score -2006333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2006335.750000 Penalty: 4719.599609
	Iteration 42Q: 3 clusters Score -2006336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2006342.875000 Penalty: 4719.599609
	Iteration 43Q: 3 clusters Score -2006343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2006342.000000 Penalty: 4719.599609
	Iteration 44Q: 3 clusters Score -2006342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2006339.875000 Penalty: 4719.599609
	Iteration 45Q: 3 clusters Score -2006340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2006339.875000 Penalty: 4719.599609
	Iteration 46F: 3 clusters Score -2006340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Entering Unmasked Estep 
Score: -712833.187500 Penalty: 2117.563477
	Iteration 0F: 2 clusters Score -712833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -708271.812500 Penalty: 4235.126953
	Iteration 0F: 3 clusters Score -708271.8 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -709328.125000 Penalty: 4235.126953
	Iteration 1F: 3 clusters Score -709328.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -709636.000000 Penalty: 4235.126953
	Iteration 2F: 3 clusters Score -709636 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -709918.812500 Penalty: 4235.126953
	Iteration 3F: 3 clusters Score -709918.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -710252.562500 Penalty: 4235.126953
	Iteration 4F: 3 clusters Score -710252.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -710593.062500 Penalty: 4235.126953
	Iteration 5F: 3 clusters Score -710593.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -710860.062500 Penalty: 4235.126953
	Iteration 6F: 3 clusters Score -710860.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -711059.875000 Penalty: 4235.126953
	Iteration 7F: 3 clusters Score -711059.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -711183.500000 Penalty: 4235.126953
	Iteration 8Q: 3 clusters Score -711183.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -711256.187500 Penalty: 4235.126953
	Iteration 9Q: 3 clusters Score -711256.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -711304.687500 Penalty: 4235.126953
	Iteration 10Q: 3 clusters Score -711304.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -711336.750000 Penalty: 4235.126953
	Iteration 11Q: 3 clusters Score -711336.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -711356.062500 Penalty: 4235.126953
	Iteration 12Q: 3 clusters Score -711356.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -711371.062500 Penalty: 4235.126953
	Iteration 13Q: 3 clusters Score -711371.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -711384.750000 Penalty: 4235.126953
	Iteration 14Q: 3 clusters Score -711384.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -711400.250000 Penalty: 4235.126953
	Iteration 15Q: 3 clusters Score -711400.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -711411.312500 Penalty: 4235.126953
	Iteration 16Q: 3 clusters Score -711411.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -711423.000000 Penalty: 4235.126953
	Iteration 17Q: 3 clusters Score -711423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -711431.812500 Penalty: 4235.126953
	Iteration 18Q: 3 clusters Score -711431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -711440.500000 Penalty: 4235.126953
	Iteration 19Q: 3 clusters Score -711440.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -711450.437500 Penalty: 4235.126953
	Iteration 20F: 3 clusters Score -711450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -711457.000000 Penalty: 4235.126953
	Iteration 21Q: 3 clusters Score -711457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -711462.250000 Penalty: 4235.126953
	Iteration 22Q: 3 clusters Score -711462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -711466.875000 Penalty: 4235.126953
	Iteration 23Q: 3 clusters Score -711466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -711469.000000 Penalty: 4235.126953
	Iteration 24Q: 3 clusters Score -711469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -711473.250000 Penalty: 4235.126953
	Iteration 25Q: 3 clusters Score -711473.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -711475.750000 Penalty: 4235.126953
	Iteration 26Q: 3 clusters Score -711475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -711478.125000 Penalty: 4235.126953
	Iteration 27Q: 3 clusters Score -711478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -711479.937500 Penalty: 4235.126953
	Iteration 28Q: 3 clusters Score -711479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -711481.812500 Penalty: 4235.126953
	Iteration 29Q: 3 clusters Score -711481.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -711483.000000 Penalty: 4235.126953
	Iteration 30Q: 3 clusters Score -711483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -711484.562500 Penalty: 4235.126953
	Iteration 31Q: 3 clusters Score -711484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -711486.187500 Penalty: 4235.126953
	Iteration 32Q: 3 clusters Score -711486.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -711487.625000 Penalty: 4235.126953
	Iteration 33Q: 3 clusters Score -711487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -711489.000000 Penalty: 4235.126953
	Iteration 34Q: 3 clusters Score -711489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -711490.312500 Penalty: 4235.126953
	Iteration 35Q: 3 clusters Score -711490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -711492.000000 Penalty: 4235.126953
	Iteration 36Q: 3 clusters Score -711492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -711491.812500 Penalty: 4235.126953
	Iteration 37Q: 3 clusters Score -711491.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -711491.625000 Penalty: 4235.126953
	Iteration 38Q: 3 clusters Score -711491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -711491.625000 Penalty: 4235.126953
	Iteration 39F: 3 clusters Score -711491.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Entering Unmasked Estep 
Score: -1893421.125000 Penalty: 2343.577148
	Iteration 0F: 2 clusters Score -1893421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1884091.250000 Penalty: 4687.154297
	Iteration 0F: 3 clusters Score -1884091 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1887082.500000 Penalty: 4687.154297
	Iteration 1F: 3 clusters Score -1887082 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1887503.875000 Penalty: 4687.154297
	Iteration 2F: 3 clusters Score -1887504 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1887871.750000 Penalty: 4687.154297
	Iteration 3F: 3 clusters Score -1887872 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1888192.750000 Penalty: 4687.154297
	Iteration 4Q: 3 clusters Score -1888193 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1888483.375000 Penalty: 4687.154297
	Iteration 5Q: 3 clusters Score -1888483 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1888787.375000 Penalty: 4687.154297
	Iteration 6Q: 3 clusters Score -1888787 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1889074.375000 Penalty: 4687.154297
	Iteration 7Q: 3 clusters Score -1889074 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1889372.875000 Penalty: 4687.154297
	Iteration 8Q: 3 clusters Score -1889373 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1889688.625000 Penalty: 4687.154297
	Iteration 9Q: 3 clusters Score -1889689 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1889989.750000 Penalty: 4687.154297
	Iteration 10Q: 3 clusters Score -1889990 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1890240.750000 Penalty: 4687.154297
	Iteration 11Q: 3 clusters Score -1890241 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1890451.625000 Penalty: 4687.154297
	Iteration 12Q: 3 clusters Score -1890452 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1890614.500000 Penalty: 4687.154297
	Iteration 13Q: 3 clusters Score -1890614 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1890729.875000 Penalty: 4687.154297
	Iteration 14Q: 3 clusters Score -1890730 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1890810.250000 Penalty: 4687.154297
	Iteration 15Q: 3 clusters Score -1890810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1890872.250000 Penalty: 4687.154297
	Iteration 16Q: 3 clusters Score -1890872 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1890930.875000 Penalty: 4687.154297
	Iteration 17Q: 3 clusters Score -1890931 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1890973.000000 Penalty: 4687.154297
	Iteration 18Q: 3 clusters Score -1890973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1891011.375000 Penalty: 4687.154297
	Iteration 19Q: 3 clusters Score -1891011 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1891038.125000 Penalty: 4687.154297
	Iteration 20F: 3 clusters Score -1891038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1891062.750000 Penalty: 4687.154297
	Iteration 21Q: 3 clusters Score -1891063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1891079.500000 Penalty: 4687.154297
	Iteration 22Q: 3 clusters Score -1891080 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1891100.500000 Penalty: 4687.154297
	Iteration 23Q: 3 clusters Score -1891100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1891120.125000 Penalty: 4687.154297
	Iteration 24Q: 3 clusters Score -1891120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1891140.625000 Penalty: 4687.154297
	Iteration 25Q: 3 clusters Score -1891141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1891168.625000 Penalty: 4687.154297
	Iteration 26Q: 3 clusters Score -1891169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1891188.625000 Penalty: 4687.154297
	Iteration 27Q: 3 clusters Score -1891189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1891207.500000 Penalty: 4687.154297
	Iteration 28Q: 3 clusters Score -1891208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1891220.750000 Penalty: 4687.154297
	Iteration 29Q: 3 clusters Score -1891221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1891232.625000 Penalty: 4687.154297
	Iteration 30Q: 3 clusters Score -1891233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1891239.875000 Penalty: 4687.154297
	Iteration 31Q: 3 clusters Score -1891240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1891253.000000 Penalty: 4687.154297
	Iteration 32Q: 3 clusters Score -1891253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1891265.250000 Penalty: 4687.154297
	Iteration 33Q: 3 clusters Score -1891265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1891276.000000 Penalty: 4687.154297
	Iteration 34Q: 3 clusters Score -1891276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1891276.750000 Penalty: 4687.154297
	Iteration 35Q: 3 clusters Score -1891277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1891288.875000 Penalty: 4687.154297
	Iteration 36Q: 3 clusters Score -1891289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1891299.125000 Penalty: 4687.154297
	Iteration 37Q: 3 clusters Score -1891299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1891303.875000 Penalty: 4687.154297
	Iteration 38Q: 3 clusters Score -1891304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1891312.625000 Penalty: 4687.154297
	Iteration 39Q: 3 clusters Score -1891313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1891318.875000 Penalty: 4687.154297
	Iteration 40F: 3 clusters Score -1891319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1891326.000000 Penalty: 4687.154297
	Iteration 41Q: 3 clusters Score -1891326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1891333.000000 Penalty: 4687.154297
	Iteration 42Q: 3 clusters Score -1891333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1891344.250000 Penalty: 4687.154297
	Iteration 43Q: 3 clusters Score -1891344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1891356.875000 Penalty: 4687.154297
	Iteration 44Q: 3 clusters Score -1891357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1891367.750000 Penalty: 4687.154297
	Iteration 45Q: 3 clusters Score -1891368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1891383.500000 Penalty: 4687.154297
	Iteration 46Q: 3 clusters Score -1891384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1891392.250000 Penalty: 4687.154297
	Iteration 47Q: 3 clusters Score -1891392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1891396.500000 Penalty: 4687.154297
	Iteration 48Q: 3 clusters Score -1891396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1891404.000000 Penalty: 4687.154297
	Iteration 49Q: 3 clusters Score -1891404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1891412.500000 Penalty: 4687.154297
	Iteration 50Q: 3 clusters Score -1891412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1891415.250000 Penalty: 4687.154297
	Iteration 51Q: 3 clusters Score -1891415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1891422.125000 Penalty: 4687.154297
	Iteration 52Q: 3 clusters Score -1891422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1891424.750000 Penalty: 4687.154297
	Iteration 53Q: 3 clusters Score -1891425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1891428.250000 Penalty: 4687.154297
	Iteration 54Q: 3 clusters Score -1891428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1891437.000000 Penalty: 4687.154297
	Iteration 55Q: 3 clusters Score -1891437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1891442.750000 Penalty: 4687.154297
	Iteration 56Q: 3 clusters Score -1891443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1891438.500000 Penalty: 4687.154297
	Iteration 57Q: 3 clusters Score -1891438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1891448.250000 Penalty: 4687.154297
	Iteration 58Q: 3 clusters Score -1891448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1891451.250000 Penalty: 4687.154297
	Iteration 59Q: 3 clusters Score -1891451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1891453.500000 Penalty: 4687.154297
	Iteration 60F: 3 clusters Score -1891454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1891462.875000 Penalty: 4687.154297
	Iteration 61Q: 3 clusters Score -1891463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1891462.750000 Penalty: 4687.154297
	Iteration 62Q: 3 clusters Score -1891463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1891466.000000 Penalty: 4687.154297
	Iteration 63Q: 3 clusters Score -1891466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1891468.875000 Penalty: 4687.154297
	Iteration 64Q: 3 clusters Score -1891469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1891473.250000 Penalty: 4687.154297
	Iteration 65Q: 3 clusters Score -1891473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1891478.125000 Penalty: 4687.154297
	Iteration 66Q: 3 clusters Score -1891478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1891478.375000 Penalty: 4687.154297
	Iteration 67Q: 3 clusters Score -1891478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1891480.625000 Penalty: 4687.154297
	Iteration 68Q: 3 clusters Score -1891481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1891481.250000 Penalty: 4687.154297
	Iteration 69Q: 3 clusters Score -1891481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1891484.500000 Penalty: 4687.154297
	Iteration 70Q: 3 clusters Score -1891484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1891483.000000 Penalty: 4687.154297
	Iteration 71Q: 3 clusters Score -1891483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1891483.000000 Penalty: 4687.154297
	Iteration 72F: 3 clusters Score -1891483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Entering Unmasked Estep 
Score: -5481902.500000 Penalty: 2605.657227
	Iteration 0F: 2 clusters Score -5481902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -5457156.500000 Penalty: 5211.314453
	Iteration 0F: 3 clusters Score -5457156 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5466300.000000 Penalty: 5211.314453
	Iteration 1F: 3 clusters Score -5466300 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -5466765.500000 Penalty: 5211.314453
	Iteration 2Q: 3 clusters Score -5466766 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -5467168.500000 Penalty: 5211.314453
	Iteration 3Q: 3 clusters Score -5467168 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -5467479.500000 Penalty: 5211.314453
	Iteration 4Q: 3 clusters Score -5467480 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5467746.500000 Penalty: 5211.314453
	Iteration 5Q: 3 clusters Score -5467746 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5467966.500000 Penalty: 5211.314453
	Iteration 6Q: 3 clusters Score -5467966 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -5468293.500000 Penalty: 5211.314453
	Iteration 7Q: 3 clusters Score -5468294 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5468662.500000 Penalty: 5211.314453
	Iteration 8Q: 3 clusters Score -5468662 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -5469126.000000 Penalty: 5211.314453
	Iteration 9Q: 3 clusters Score -5469126 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5469679.500000 Penalty: 5211.314453
	Iteration 10Q: 3 clusters Score -5469680 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5470557.500000 Penalty: 5211.314453
	Iteration 11Q: 3 clusters Score -5470558 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -5471702.000000 Penalty: 5211.314453
	Iteration 12F: 3 clusters Score -5471702 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -5473097.000000 Penalty: 5211.314453
	Iteration 13F: 3 clusters Score -5473097 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -5474498.000000 Penalty: 5211.314453
	Iteration 14F: 3 clusters Score -5474498 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5475802.500000 Penalty: 5211.314453
	Iteration 15F: 3 clusters Score -5475802 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5476920.500000 Penalty: 5211.314453
	Iteration 16Q: 3 clusters Score -5476920 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5477927.000000 Penalty: 5211.314453
	Iteration 17Q: 3 clusters Score -5477927 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5478601.000000 Penalty: 5211.314453
	Iteration 18Q: 3 clusters Score -5478601 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5479027.000000 Penalty: 5211.314453
	Iteration 19Q: 3 clusters Score -5479027 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5479271.500000 Penalty: 5211.314453
	Iteration 20F: 3 clusters Score -5479272 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5479387.000000 Penalty: 5211.314453
	Iteration 21Q: 3 clusters Score -5479387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5479479.000000 Penalty: 5211.314453
	Iteration 22Q: 3 clusters Score -5479479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5479529.500000 Penalty: 5211.314453
	Iteration 23Q: 3 clusters Score -5479530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5479560.000000 Penalty: 5211.314453
	Iteration 24Q: 3 clusters Score -5479560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5479575.500000 Penalty: 5211.314453
	Iteration 25Q: 3 clusters Score -5479576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5479609.500000 Penalty: 5211.314453
	Iteration 26Q: 3 clusters Score -5479610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5479618.000000 Penalty: 5211.314453
	Iteration 27Q: 3 clusters Score -5479618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5479643.000000 Penalty: 5211.314453
	Iteration 28Q: 3 clusters Score -5479643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5479655.000000 Penalty: 5211.314453
	Iteration 29Q: 3 clusters Score -5479655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5479661.000000 Penalty: 5211.314453
	Iteration 30Q: 3 clusters Score -5479661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5479667.500000 Penalty: 5211.314453
	Iteration 31Q: 3 clusters Score -5479668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5479676.000000 Penalty: 5211.314453
	Iteration 32Q: 3 clusters Score -5479676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5479675.500000 Penalty: 5211.314453
	Iteration 33Q: 3 clusters Score -5479676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5479680.000000 Penalty: 5211.314453
	Iteration 34Q: 3 clusters Score -5479680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5479678.500000 Penalty: 5211.314453
	Iteration 35Q: 3 clusters Score -5479678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5479677.500000 Penalty: 5211.314453
	Iteration 36Q: 3 clusters Score -5479678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5479672.500000 Penalty: 5211.314453
	Iteration 37Q: 3 clusters Score -5479672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5479672.000000 Penalty: 5211.314453
	Iteration 38Q: 3 clusters Score -5479672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5479676.500000 Penalty: 5211.314453
	Iteration 39Q: 3 clusters Score -5479676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5479679.000000 Penalty: 5211.314453
	Iteration 40F: 3 clusters Score -5479679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5479678.000000 Penalty: 5211.314453
	Iteration 41Q: 3 clusters Score -5479678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5479678.000000 Penalty: 5211.314453
	Iteration 42F: 3 clusters Score -5479678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (93823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93823 members 
Entering Unmasked Estep 
Score: -14110846.000000 Penalty: 2839.393066
	Iteration 0F: 2 clusters Score -1.411085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -14047928.000000 Penalty: 5678.786133
	Iteration 0F: 3 clusters Score -1.404793e+07 nChanged 44437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -14073011.000000 Penalty: 5678.786133
	Iteration 1F: 3 clusters Score -1.407301e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -14073706.000000 Penalty: 5678.786133
	Iteration 2Q: 3 clusters Score -1.407371e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -14074426.000000 Penalty: 5678.786133
	Iteration 3Q: 3 clusters Score -1.407443e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -14075143.000000 Penalty: 5678.786133
	Iteration 4Q: 3 clusters Score -1.407514e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -14075846.000000 Penalty: 5678.786133
	Iteration 5Q: 3 clusters Score -1.407585e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -14076718.000000 Penalty: 5678.786133
	Iteration 6Q: 3 clusters Score -1.407672e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -14077819.000000 Penalty: 5678.786133
	Iteration 7Q: 3 clusters Score -1.407782e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -14079328.000000 Penalty: 5678.786133
	Iteration 8Q: 3 clusters Score -1.407933e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -14081460.000000 Penalty: 5678.786133
	Iteration 9Q: 3 clusters Score -1.408146e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -14084937.000000 Penalty: 5678.786133
	Iteration 10F: 3 clusters Score -1.408494e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73180 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -14089843.000000 Penalty: 5678.786133
	Iteration 11F: 3 clusters Score -1.408984e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -14095765.000000 Penalty: 5678.786133
	Iteration 12F: 3 clusters Score -1.409576e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -14101144.000000 Penalty: 5678.786133
	Iteration 13F: 3 clusters Score -1.410114e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89621 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -14104933.000000 Penalty: 5678.786133
	Iteration 14Q: 3 clusters Score -1.410493e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -14106751.000000 Penalty: 5678.786133
	Iteration 15Q: 3 clusters Score -1.410675e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -14107561.000000 Penalty: 5678.786133
	Iteration 16Q: 3 clusters Score -1.410756e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14107917.000000 Penalty: 5678.786133
	Iteration 17Q: 3 clusters Score -1.410792e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14108110.000000 Penalty: 5678.786133
	Iteration 18Q: 3 clusters Score -1.410811e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14108215.000000 Penalty: 5678.786133
	Iteration 19Q: 3 clusters Score -1.410822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14108270.000000 Penalty: 5678.786133
	Iteration 20F: 3 clusters Score -1.410827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14108298.000000 Penalty: 5678.786133
	Iteration 21Q: 3 clusters Score -1.41083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14108340.000000 Penalty: 5678.786133
	Iteration 22Q: 3 clusters Score -1.410834e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93412 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14108365.000000 Penalty: 5678.786133
	Iteration 23Q: 3 clusters Score -1.410836e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93422 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14108372.000000 Penalty: 5678.786133
	Iteration 24Q: 3 clusters Score -1.410837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14108370.000000 Penalty: 5678.786133
	Iteration 25Q: 3 clusters Score -1.410837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -14108389.000000 Penalty: 5678.786133
	Iteration 26Q: 3 clusters Score -1.410839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -14108406.000000 Penalty: 5678.786133
	Iteration 27Q: 3 clusters Score -1.410841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -14108416.000000 Penalty: 5678.786133
	Iteration 28Q: 3 clusters Score -1.410842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14108423.000000 Penalty: 5678.786133
	Iteration 29Q: 3 clusters Score -1.410842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14108422.000000 Penalty: 5678.786133
	Iteration 30Q: 3 clusters Score -1.410842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14108422.000000 Penalty: 5678.786133
	Iteration 31F: 3 clusters Score -1.410842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Entering Unmasked Estep 
Score: -1103854.000000 Penalty: 2224.541016
	Iteration 0F: 2 clusters Score -1103854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1097524.625000 Penalty: 4449.082031
	Iteration 0F: 3 clusters Score -1097525 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1099447.250000 Penalty: 4449.082031
	Iteration 1F: 3 clusters Score -1099447 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1099924.625000 Penalty: 4449.082031
	Iteration 2F: 3 clusters Score -1099925 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1100301.375000 Penalty: 4449.082031
	Iteration 3F: 3 clusters Score -1100301 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1100647.625000 Penalty: 4449.082031
	Iteration 4F: 3 clusters Score -1100648 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1100907.250000 Penalty: 4449.082031
	Iteration 5Q: 3 clusters Score -1100907 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1101086.875000 Penalty: 4449.082031
	Iteration 6Q: 3 clusters Score -1101087 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1101209.125000 Penalty: 4449.082031
	Iteration 7Q: 3 clusters Score -1101209 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1101318.750000 Penalty: 4449.082031
	Iteration 8Q: 3 clusters Score -1101319 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1101413.250000 Penalty: 4449.082031
	Iteration 9Q: 3 clusters Score -1101413 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1101499.125000 Penalty: 4449.082031
	Iteration 10Q: 3 clusters Score -1101499 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1101571.500000 Penalty: 4449.082031
	Iteration 11Q: 3 clusters Score -1101572 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1101647.250000 Penalty: 4449.082031
	Iteration 12Q: 3 clusters Score -1101647 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1101718.125000 Penalty: 4449.082031
	Iteration 13Q: 3 clusters Score -1101718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1101771.875000 Penalty: 4449.082031
	Iteration 14Q: 3 clusters Score -1101772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1101811.750000 Penalty: 4449.082031
	Iteration 15Q: 3 clusters Score -1101812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1101842.625000 Penalty: 4449.082031
	Iteration 16Q: 3 clusters Score -1101843 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1101873.625000 Penalty: 4449.082031
	Iteration 17Q: 3 clusters Score -1101874 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1101902.375000 Penalty: 4449.082031
	Iteration 18Q: 3 clusters Score -1101902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1101928.500000 Penalty: 4449.082031
	Iteration 19Q: 3 clusters Score -1101928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1101949.500000 Penalty: 4449.082031
	Iteration 20F: 3 clusters Score -1101950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1101971.250000 Penalty: 4449.082031
	Iteration 21Q: 3 clusters Score -1101971 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1101991.125000 Penalty: 4449.082031
	Iteration 22Q: 3 clusters Score -1101991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1102009.375000 Penalty: 4449.082031
	Iteration 23Q: 3 clusters Score -1102009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1102024.500000 Penalty: 4449.082031
	Iteration 24Q: 3 clusters Score -1102024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1102039.875000 Penalty: 4449.082031
	Iteration 25Q: 3 clusters Score -1102040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1102051.250000 Penalty: 4449.082031
	Iteration 26Q: 3 clusters Score -1102051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1102064.125000 Penalty: 4449.082031
	Iteration 27Q: 3 clusters Score -1102064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1102078.625000 Penalty: 4449.082031
	Iteration 28Q: 3 clusters Score -1102079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1102101.750000 Penalty: 4449.082031
	Iteration 29Q: 3 clusters Score -1102102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1102129.875000 Penalty: 4449.082031
	Iteration 30Q: 3 clusters Score -1102130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1102163.750000 Penalty: 4449.082031
	Iteration 31Q: 3 clusters Score -1102164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1102186.250000 Penalty: 4449.082031
	Iteration 32Q: 3 clusters Score -1102186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1102200.875000 Penalty: 4449.082031
	Iteration 33Q: 3 clusters Score -1102201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1102214.875000 Penalty: 4449.082031
	Iteration 34Q: 3 clusters Score -1102215 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1102232.125000 Penalty: 4449.082031
	Iteration 35Q: 3 clusters Score -1102232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1102245.500000 Penalty: 4449.082031
	Iteration 36Q: 3 clusters Score -1102246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1102260.500000 Penalty: 4449.082031
	Iteration 37Q: 3 clusters Score -1102260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1102274.250000 Penalty: 4449.082031
	Iteration 38Q: 3 clusters Score -1102274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1102288.625000 Penalty: 4449.082031
	Iteration 39Q: 3 clusters Score -1102289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1102304.500000 Penalty: 4449.082031
	Iteration 40F: 3 clusters Score -1102304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1102315.625000 Penalty: 4449.082031
	Iteration 41Q: 3 clusters Score -1102316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1102326.750000 Penalty: 4449.082031
	Iteration 42Q: 3 clusters Score -1102327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1102342.250000 Penalty: 4449.082031
	Iteration 43Q: 3 clusters Score -1102342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1102355.625000 Penalty: 4449.082031
	Iteration 44Q: 3 clusters Score -1102356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1102364.875000 Penalty: 4449.082031
	Iteration 45Q: 3 clusters Score -1102365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1102376.625000 Penalty: 4449.082031
	Iteration 46Q: 3 clusters Score -1102377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1102380.250000 Penalty: 4449.082031
	Iteration 47Q: 3 clusters Score -1102380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1102386.125000 Penalty: 4449.082031
	Iteration 48Q: 3 clusters Score -1102386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1102393.125000 Penalty: 4449.082031
	Iteration 49Q: 3 clusters Score -1102393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1102399.625000 Penalty: 4449.082031
	Iteration 50Q: 3 clusters Score -1102400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1102408.000000 Penalty: 4449.082031
	Iteration 51Q: 3 clusters Score -1102408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1102417.375000 Penalty: 4449.082031
	Iteration 52Q: 3 clusters Score -1102417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1102429.500000 Penalty: 4449.082031
	Iteration 53Q: 3 clusters Score -1102430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1102440.500000 Penalty: 4449.082031
	Iteration 54Q: 3 clusters Score -1102440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1102447.000000 Penalty: 4449.082031
	Iteration 55Q: 3 clusters Score -1102447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1102455.125000 Penalty: 4449.082031
	Iteration 56Q: 3 clusters Score -1102455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1102462.375000 Penalty: 4449.082031
	Iteration 57Q: 3 clusters Score -1102462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1102467.250000 Penalty: 4449.082031
	Iteration 58Q: 3 clusters Score -1102467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1102474.000000 Penalty: 4449.082031
	Iteration 59Q: 3 clusters Score -1102474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1102482.375000 Penalty: 4449.082031
	Iteration 60F: 3 clusters Score -1102482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1102486.875000 Penalty: 4449.082031
	Iteration 61Q: 3 clusters Score -1102487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1102494.000000 Penalty: 4449.082031
	Iteration 62Q: 3 clusters Score -1102494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1102499.500000 Penalty: 4449.082031
	Iteration 63Q: 3 clusters Score -1102500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1102506.250000 Penalty: 4449.082031
	Iteration 64Q: 3 clusters Score -1102506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1102508.000000 Penalty: 4449.082031
	Iteration 65Q: 3 clusters Score -1102508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1102511.500000 Penalty: 4449.082031
	Iteration 66Q: 3 clusters Score -1102512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1102513.125000 Penalty: 4449.082031
	Iteration 67Q: 3 clusters Score -1102513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1102513.375000 Penalty: 4449.082031
	Iteration 68Q: 3 clusters Score -1102513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1102515.625000 Penalty: 4449.082031
	Iteration 69Q: 3 clusters Score -1102516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1102514.500000 Penalty: 4449.082031
	Iteration 70Q: 3 clusters Score -1102514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1102517.250000 Penalty: 4449.082031
	Iteration 71Q: 3 clusters Score -1102517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1102517.000000 Penalty: 4449.082031
	Iteration 72Q: 3 clusters Score -1102517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1102518.375000 Penalty: 4449.082031
	Iteration 73Q: 3 clusters Score -1102518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1102521.125000 Penalty: 4449.082031
	Iteration 74Q: 3 clusters Score -1102521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1102519.500000 Penalty: 4449.082031
	Iteration 75Q: 3 clusters Score -1102520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1102520.750000 Penalty: 4449.082031
	Iteration 76Q: 3 clusters Score -1102521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1102520.750000 Penalty: 4449.082031
	Iteration 77F: 3 clusters Score -1102521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Entering Unmasked Estep 
Score: -4425413.000000 Penalty: 2553.952393
	Iteration 0F: 2 clusters Score -4425413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4404931.500000 Penalty: 5107.904785
	Iteration 0F: 3 clusters Score -4404932 nChanged 13476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -4412213.000000 Penalty: 5107.904785
	Iteration 1F: 3 clusters Score -4412213 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4412650.500000 Penalty: 5107.904785
	Iteration 2Q: 3 clusters Score -4412650 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4413070.000000 Penalty: 5107.904785
	Iteration 3Q: 3 clusters Score -4413070 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -4413474.000000 Penalty: 5107.904785
	Iteration 4Q: 3 clusters Score -4413474 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4413899.000000 Penalty: 5107.904785
	Iteration 5Q: 3 clusters Score -4413899 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4414353.500000 Penalty: 5107.904785
	Iteration 6Q: 3 clusters Score -4414354 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4414918.500000 Penalty: 5107.904785
	Iteration 7Q: 3 clusters Score -4414918 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4415478.500000 Penalty: 5107.904785
	Iteration 8Q: 3 clusters Score -4415478 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4416152.500000 Penalty: 5107.904785
	Iteration 9Q: 3 clusters Score -4416152 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -4416869.500000 Penalty: 5107.904785
	Iteration 10Q: 3 clusters Score -4416870 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4417583.000000 Penalty: 5107.904785
	Iteration 11Q: 3 clusters Score -4417583 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -4418319.500000 Penalty: 5107.904785
	Iteration 12Q: 3 clusters Score -4418320 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4419090.000000 Penalty: 5107.904785
	Iteration 13Q: 3 clusters Score -4419090 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4419836.500000 Penalty: 5107.904785
	Iteration 14Q: 3 clusters Score -4419836 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4420615.000000 Penalty: 5107.904785
	Iteration 15Q: 3 clusters Score -4420615 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4421332.000000 Penalty: 5107.904785
	Iteration 16Q: 3 clusters Score -4421332 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4421876.500000 Penalty: 5107.904785
	Iteration 17Q: 3 clusters Score -4421876 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4422276.000000 Penalty: 5107.904785
	Iteration 18Q: 3 clusters Score -4422276 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4422545.500000 Penalty: 5107.904785
	Iteration 19Q: 3 clusters Score -4422546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4422729.500000 Penalty: 5107.904785
	Iteration 20F: 3 clusters Score -4422730 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4422847.000000 Penalty: 5107.904785
	Iteration 21Q: 3 clusters Score -4422847 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4422932.500000 Penalty: 5107.904785
	Iteration 22Q: 3 clusters Score -4422932 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4422996.500000 Penalty: 5107.904785
	Iteration 23Q: 3 clusters Score -4422996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4423044.500000 Penalty: 5107.904785
	Iteration 24Q: 3 clusters Score -4423044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4423084.000000 Penalty: 5107.904785
	Iteration 25Q: 3 clusters Score -4423084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4423101.500000 Penalty: 5107.904785
	Iteration 26Q: 3 clusters Score -4423102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4423122.000000 Penalty: 5107.904785
	Iteration 27Q: 3 clusters Score -4423122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4423139.500000 Penalty: 5107.904785
	Iteration 28Q: 3 clusters Score -4423140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4423161.500000 Penalty: 5107.904785
	Iteration 29Q: 3 clusters Score -4423162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4423171.000000 Penalty: 5107.904785
	Iteration 30Q: 3 clusters Score -4423171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4423185.000000 Penalty: 5107.904785
	Iteration 31Q: 3 clusters Score -4423185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4423192.000000 Penalty: 5107.904785
	Iteration 32Q: 3 clusters Score -4423192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4423198.500000 Penalty: 5107.904785
	Iteration 33Q: 3 clusters Score -4423198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4423203.000000 Penalty: 5107.904785
	Iteration 34Q: 3 clusters Score -4423203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4423205.500000 Penalty: 5107.904785
	Iteration 35Q: 3 clusters Score -4423206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4423206.000000 Penalty: 5107.904785
	Iteration 36Q: 3 clusters Score -4423206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4423207.500000 Penalty: 5107.904785
	Iteration 37Q: 3 clusters Score -4423208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4423215.000000 Penalty: 5107.904785
	Iteration 38Q: 3 clusters Score -4423215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4423209.000000 Penalty: 5107.904785
	Iteration 39Q: 3 clusters Score -4423209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4423209.000000 Penalty: 5107.904785
	Iteration 40F: 3 clusters Score -4423209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -944492.812500 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -944492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -938998.812500 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -938998.8 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -940456.062500 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -940456.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -940792.187500 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -940792.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -941118.500000 Penalty: 4356.792480
	Iteration 3F: 3 clusters Score -941118.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -941462.750000 Penalty: 4356.792480
	Iteration 4F: 3 clusters Score -941462.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -941939.250000 Penalty: 4356.792480
	Iteration 5F: 3 clusters Score -941939.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -942431.187500 Penalty: 4356.792480
	Iteration 6F: 3 clusters Score -942431.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -942806.812500 Penalty: 4356.792480
	Iteration 7F: 3 clusters Score -942806.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -943054.625000 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -943054.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -943162.750000 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -943162.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -943220.187500 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -943220.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -943257.062500 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -943257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -943281.500000 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -943281.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -943300.750000 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -943300.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -943312.625000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -943312.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -943317.062500 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -943317.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -943324.437500 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -943324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -943327.000000 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -943327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -943329.750000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -943329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -943332.125000 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -943332.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -943333.000000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -943333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -943331.812500 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -943331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -943333.812500 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -943333.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -943336.500000 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -943336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -943335.125000 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -943335.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -943335.125000 Penalty: 4356.792480
	Iteration 25F: 3 clusters Score -943335.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Entering Unmasked Estep 
Score: -1428393.375000 Penalty: 2271.808838
	Iteration 0F: 2 clusters Score -1428393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1421029.875000 Penalty: 4543.617676
	Iteration 0F: 3 clusters Score -1421030 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1423174.750000 Penalty: 4543.617676
	Iteration 1F: 3 clusters Score -1423175 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1423513.750000 Penalty: 4543.617676
	Iteration 2F: 3 clusters Score -1423514 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1423751.625000 Penalty: 4543.617676
	Iteration 3F: 3 clusters Score -1423752 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1423887.375000 Penalty: 4543.617676
	Iteration 4Q: 3 clusters Score -1423887 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1423999.500000 Penalty: 4543.617676
	Iteration 5Q: 3 clusters Score -1424000 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1424091.125000 Penalty: 4543.617676
	Iteration 6Q: 3 clusters Score -1424091 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1424177.875000 Penalty: 4543.617676
	Iteration 7Q: 3 clusters Score -1424178 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1424243.125000 Penalty: 4543.617676
	Iteration 8Q: 3 clusters Score -1424243 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1424309.375000 Penalty: 4543.617676
	Iteration 9Q: 3 clusters Score -1424309 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1424380.875000 Penalty: 4543.617676
	Iteration 10Q: 3 clusters Score -1424381 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1424461.125000 Penalty: 4543.617676
	Iteration 11Q: 3 clusters Score -1424461 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1424534.750000 Penalty: 4543.617676
	Iteration 12Q: 3 clusters Score -1424535 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1424615.250000 Penalty: 4543.617676
	Iteration 13Q: 3 clusters Score -1424615 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1424704.375000 Penalty: 4543.617676
	Iteration 14Q: 3 clusters Score -1424704 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1424788.750000 Penalty: 4543.617676
	Iteration 15Q: 3 clusters Score -1424789 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1424882.375000 Penalty: 4543.617676
	Iteration 16Q: 3 clusters Score -1424882 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1424980.750000 Penalty: 4543.617676
	Iteration 17Q: 3 clusters Score -1424981 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1425095.000000 Penalty: 4543.617676
	Iteration 18Q: 3 clusters Score -1425095 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1425211.750000 Penalty: 4543.617676
	Iteration 19Q: 3 clusters Score -1425212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1425306.500000 Penalty: 4543.617676
	Iteration 20F: 3 clusters Score -1425306 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1425403.625000 Penalty: 4543.617676
	Iteration 21Q: 3 clusters Score -1425404 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1425497.250000 Penalty: 4543.617676
	Iteration 22Q: 3 clusters Score -1425497 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1425564.625000 Penalty: 4543.617676
	Iteration 23Q: 3 clusters Score -1425565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1425606.375000 Penalty: 4543.617676
	Iteration 24Q: 3 clusters Score -1425606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1425637.375000 Penalty: 4543.617676
	Iteration 25Q: 3 clusters Score -1425637 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1425665.125000 Penalty: 4543.617676
	Iteration 26Q: 3 clusters Score -1425665 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1425682.500000 Penalty: 4543.617676
	Iteration 27Q: 3 clusters Score -1425682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1425697.625000 Penalty: 4543.617676
	Iteration 28Q: 3 clusters Score -1425698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1425710.000000 Penalty: 4543.617676
	Iteration 29Q: 3 clusters Score -1425710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1425721.500000 Penalty: 4543.617676
	Iteration 30Q: 3 clusters Score -1425722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1425731.000000 Penalty: 4543.617676
	Iteration 31Q: 3 clusters Score -1425731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1425739.875000 Penalty: 4543.617676
	Iteration 32Q: 3 clusters Score -1425740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1425752.875000 Penalty: 4543.617676
	Iteration 33Q: 3 clusters Score -1425753 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1425760.250000 Penalty: 4543.617676
	Iteration 34Q: 3 clusters Score -1425760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1425762.250000 Penalty: 4543.617676
	Iteration 35Q: 3 clusters Score -1425762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1425764.875000 Penalty: 4543.617676
	Iteration 36Q: 3 clusters Score -1425765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1425767.750000 Penalty: 4543.617676
	Iteration 37Q: 3 clusters Score -1425768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1425771.750000 Penalty: 4543.617676
	Iteration 38Q: 3 clusters Score -1425772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1425777.000000 Penalty: 4543.617676
	Iteration 39Q: 3 clusters Score -1425777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1425784.375000 Penalty: 4543.617676
	Iteration 40F: 3 clusters Score -1425784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1425787.375000 Penalty: 4543.617676
	Iteration 41Q: 3 clusters Score -1425787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1425788.250000 Penalty: 4543.617676
	Iteration 42Q: 3 clusters Score -1425788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1425793.500000 Penalty: 4543.617676
	Iteration 43Q: 3 clusters Score -1425794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1425797.625000 Penalty: 4543.617676
	Iteration 44Q: 3 clusters Score -1425798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1425798.750000 Penalty: 4543.617676
	Iteration 45Q: 3 clusters Score -1425799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1425800.625000 Penalty: 4543.617676
	Iteration 46Q: 3 clusters Score -1425801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1425806.375000 Penalty: 4543.617676
	Iteration 47Q: 3 clusters Score -1425806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1425806.125000 Penalty: 4543.617676
	Iteration 48Q: 3 clusters Score -1425806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1425804.125000 Penalty: 4543.617676
	Iteration 49Q: 3 clusters Score -1425804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1425805.625000 Penalty: 4543.617676
	Iteration 50Q: 3 clusters Score -1425806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1425806.375000 Penalty: 4543.617676
	Iteration 51Q: 3 clusters Score -1425806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1425807.375000 Penalty: 4543.617676
	Iteration 52Q: 3 clusters Score -1425807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1425808.500000 Penalty: 4543.617676
	Iteration 53Q: 3 clusters Score -1425808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1425809.500000 Penalty: 4543.617676
	Iteration 54Q: 3 clusters Score -1425810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1425808.500000 Penalty: 4543.617676
	Iteration 55Q: 3 clusters Score -1425808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1425807.750000 Penalty: 4543.617676
	Iteration 56Q: 3 clusters Score -1425808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1425810.375000 Penalty: 4543.617676
	Iteration 57Q: 3 clusters Score -1425810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1425814.125000 Penalty: 4543.617676
	Iteration 58Q: 3 clusters Score -1425814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1425813.500000 Penalty: 4543.617676
	Iteration 59Q: 3 clusters Score -1425814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1425811.500000 Penalty: 4543.617676
	Iteration 60F: 3 clusters Score -1425812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1425810.750000 Penalty: 4543.617676
	Iteration 61Q: 3 clusters Score -1425811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1425810.750000 Penalty: 4543.617676
	Iteration 62F: 3 clusters Score -1425811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (17291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Entering Unmasked Estep 
Score: -2407061.500000 Penalty: 2419.969482
	Iteration 0F: 2 clusters Score -2407062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2394715.500000 Penalty: 4839.938965
	Iteration 0F: 3 clusters Score -2394716 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2399064.250000 Penalty: 4839.938965
	Iteration 1F: 3 clusters Score -2399064 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2399766.000000 Penalty: 4839.938965
	Iteration 2F: 3 clusters Score -2399766 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2400350.500000 Penalty: 4839.938965
	Iteration 3F: 3 clusters Score -2400350 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2400874.500000 Penalty: 4839.938965
	Iteration 4F: 3 clusters Score -2400874 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2401373.750000 Penalty: 4839.938965
	Iteration 5F: 3 clusters Score -2401374 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2401805.750000 Penalty: 4839.938965
	Iteration 6Q: 3 clusters Score -2401806 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2402146.250000 Penalty: 4839.938965
	Iteration 7Q: 3 clusters Score -2402146 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2402449.500000 Penalty: 4839.938965
	Iteration 8Q: 3 clusters Score -2402450 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2402736.250000 Penalty: 4839.938965
	Iteration 9Q: 3 clusters Score -2402736 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2403006.500000 Penalty: 4839.938965
	Iteration 10Q: 3 clusters Score -2403006 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2403274.250000 Penalty: 4839.938965
	Iteration 11Q: 3 clusters Score -2403274 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2403507.250000 Penalty: 4839.938965
	Iteration 12Q: 3 clusters Score -2403507 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2403677.750000 Penalty: 4839.938965
	Iteration 13Q: 3 clusters Score -2403678 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -2403848.000000 Penalty: 4839.938965
	Iteration 14Q: 3 clusters Score -2403848 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2403981.750000 Penalty: 4839.938965
	Iteration 15Q: 3 clusters Score -2403982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2404102.500000 Penalty: 4839.938965
	Iteration 16Q: 3 clusters Score -2404102 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2404222.750000 Penalty: 4839.938965
	Iteration 17Q: 3 clusters Score -2404223 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2404322.250000 Penalty: 4839.938965
	Iteration 18Q: 3 clusters Score -2404322 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2404413.000000 Penalty: 4839.938965
	Iteration 19Q: 3 clusters Score -2404413 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2404484.000000 Penalty: 4839.938965
	Iteration 20F: 3 clusters Score -2404484 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2404536.250000 Penalty: 4839.938965
	Iteration 21Q: 3 clusters Score -2404536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2404594.250000 Penalty: 4839.938965
	Iteration 22Q: 3 clusters Score -2404594 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2404648.750000 Penalty: 4839.938965
	Iteration 23Q: 3 clusters Score -2404649 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2404690.750000 Penalty: 4839.938965
	Iteration 24Q: 3 clusters Score -2404691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2404741.000000 Penalty: 4839.938965
	Iteration 25Q: 3 clusters Score -2404741 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2404801.250000 Penalty: 4839.938965
	Iteration 26Q: 3 clusters Score -2404801 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2404844.000000 Penalty: 4839.938965
	Iteration 27Q: 3 clusters Score -2404844 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2404877.000000 Penalty: 4839.938965
	Iteration 28Q: 3 clusters Score -2404877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2404912.250000 Penalty: 4839.938965
	Iteration 29Q: 3 clusters Score -2404912 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2404930.750000 Penalty: 4839.938965
	Iteration 30Q: 3 clusters Score -2404931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2404963.250000 Penalty: 4839.938965
	Iteration 31Q: 3 clusters Score -2404963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2404997.500000 Penalty: 4839.938965
	Iteration 32Q: 3 clusters Score -2404998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2405035.250000 Penalty: 4839.938965
	Iteration 33Q: 3 clusters Score -2405035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2405072.750000 Penalty: 4839.938965
	Iteration 34Q: 3 clusters Score -2405073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2405104.500000 Penalty: 4839.938965
	Iteration 35Q: 3 clusters Score -2405104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2405124.750000 Penalty: 4839.938965
	Iteration 36Q: 3 clusters Score -2405125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2405137.000000 Penalty: 4839.938965
	Iteration 37Q: 3 clusters Score -2405137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2405157.250000 Penalty: 4839.938965
	Iteration 38Q: 3 clusters Score -2405157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2405171.750000 Penalty: 4839.938965
	Iteration 39Q: 3 clusters Score -2405172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2405188.250000 Penalty: 4839.938965
	Iteration 40F: 3 clusters Score -2405188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2405204.750000 Penalty: 4839.938965
	Iteration 41Q: 3 clusters Score -2405205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2405226.500000 Penalty: 4839.938965
	Iteration 42Q: 3 clusters Score -2405226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2405236.500000 Penalty: 4839.938965
	Iteration 43Q: 3 clusters Score -2405236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2405248.750000 Penalty: 4839.938965
	Iteration 44Q: 3 clusters Score -2405249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2405259.750000 Penalty: 4839.938965
	Iteration 45Q: 3 clusters Score -2405260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2405270.750000 Penalty: 4839.938965
	Iteration 46Q: 3 clusters Score -2405271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2405284.500000 Penalty: 4839.938965
	Iteration 47Q: 3 clusters Score -2405284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2405292.000000 Penalty: 4839.938965
	Iteration 48Q: 3 clusters Score -2405292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2405315.750000 Penalty: 4839.938965
	Iteration 49Q: 3 clusters Score -2405316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2405317.500000 Penalty: 4839.938965
	Iteration 50Q: 3 clusters Score -2405318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2405324.500000 Penalty: 4839.938965
	Iteration 51Q: 3 clusters Score -2405324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2405330.250000 Penalty: 4839.938965
	Iteration 52Q: 3 clusters Score -2405330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2405327.750000 Penalty: 4839.938965
	Iteration 53Q: 3 clusters Score -2405328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2405329.500000 Penalty: 4839.938965
	Iteration 54Q: 3 clusters Score -2405330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2405329.250000 Penalty: 4839.938965
	Iteration 55Q: 3 clusters Score -2405329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2405329.000000 Penalty: 4839.938965
	Iteration 56Q: 3 clusters Score -2405329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2405333.250000 Penalty: 4839.938965
	Iteration 57Q: 3 clusters Score -2405333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2405333.250000 Penalty: 4839.938965
	Iteration 58Q: 3 clusters Score -2405333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2405336.250000 Penalty: 4839.938965
	Iteration 59Q: 3 clusters Score -2405336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2405337.000000 Penalty: 4839.938965
	Iteration 60F: 3 clusters Score -2405337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2405337.500000 Penalty: 4839.938965
	Iteration 61Q: 3 clusters Score -2405338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2405341.250000 Penalty: 4839.938965
	Iteration 62Q: 3 clusters Score -2405341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2405343.750000 Penalty: 4839.938965
	Iteration 63Q: 3 clusters Score -2405344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2405342.750000 Penalty: 4839.938965
	Iteration 64Q: 3 clusters Score -2405343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2405343.750000 Penalty: 4839.938965
	Iteration 65Q: 3 clusters Score -2405344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2405343.750000 Penalty: 4839.938965
	Iteration 66F: 3 clusters Score -2405344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Entering Unmasked Estep 
Score: -864831.750000 Penalty: 2170.012207
	Iteration 0F: 2 clusters Score -864831.8 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 3102 members 
Entering Unmasked Estep 
Score: -859418.500000 Penalty: 4340.024414
	Iteration 0F: 3 clusters Score -859418.5 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -860853.125000 Penalty: 4340.024414
	Iteration 1F: 3 clusters Score -860853.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -861197.187500 Penalty: 4340.024414
	Iteration 2F: 3 clusters Score -861197.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -861467.937500 Penalty: 4340.024414
	Iteration 3F: 3 clusters Score -861467.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -861698.937500 Penalty: 4340.024414
	Iteration 4F: 3 clusters Score -861698.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -861876.625000 Penalty: 4340.024414
	Iteration 5Q: 3 clusters Score -861876.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -862025.125000 Penalty: 4340.024414
	Iteration 6Q: 3 clusters Score -862025.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -862151.187500 Penalty: 4340.024414
	Iteration 7Q: 3 clusters Score -862151.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -862231.125000 Penalty: 4340.024414
	Iteration 8Q: 3 clusters Score -862231.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -862300.312500 Penalty: 4340.024414
	Iteration 9Q: 3 clusters Score -862300.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -862361.875000 Penalty: 4340.024414
	Iteration 10Q: 3 clusters Score -862361.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -862415.062500 Penalty: 4340.024414
	Iteration 11Q: 3 clusters Score -862415.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -862455.375000 Penalty: 4340.024414
	Iteration 12Q: 3 clusters Score -862455.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -862483.000000 Penalty: 4340.024414
	Iteration 13Q: 3 clusters Score -862483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -862509.625000 Penalty: 4340.024414
	Iteration 14Q: 3 clusters Score -862509.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -862534.187500 Penalty: 4340.024414
	Iteration 15Q: 3 clusters Score -862534.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -862558.000000 Penalty: 4340.024414
	Iteration 16Q: 3 clusters Score -862558 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -862578.812500 Penalty: 4340.024414
	Iteration 17Q: 3 clusters Score -862578.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -862599.812500 Penalty: 4340.024414
	Iteration 18Q: 3 clusters Score -862599.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -862620.812500 Penalty: 4340.024414
	Iteration 19Q: 3 clusters Score -862620.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -862632.437500 Penalty: 4340.024414
	Iteration 20F: 3 clusters Score -862632.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -862647.312500 Penalty: 4340.024414
	Iteration 21Q: 3 clusters Score -862647.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -862660.750000 Penalty: 4340.024414
	Iteration 22Q: 3 clusters Score -862660.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -862675.437500 Penalty: 4340.024414
	Iteration 23Q: 3 clusters Score -862675.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -862683.125000 Penalty: 4340.024414
	Iteration 24Q: 3 clusters Score -862683.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -862688.812500 Penalty: 4340.024414
	Iteration 25Q: 3 clusters Score -862688.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -862694.437500 Penalty: 4340.024414
	Iteration 26Q: 3 clusters Score -862694.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -862699.000000 Penalty: 4340.024414
	Iteration 27Q: 3 clusters Score -862699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -862705.875000 Penalty: 4340.024414
	Iteration 28Q: 3 clusters Score -862705.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -862714.000000 Penalty: 4340.024414
	Iteration 29Q: 3 clusters Score -862714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -862719.062500 Penalty: 4340.024414
	Iteration 30Q: 3 clusters Score -862719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -862724.937500 Penalty: 4340.024414
	Iteration 31Q: 3 clusters Score -862724.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -862726.687500 Penalty: 4340.024414
	Iteration 32Q: 3 clusters Score -862726.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -862729.437500 Penalty: 4340.024414
	Iteration 33Q: 3 clusters Score -862729.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -862733.375000 Penalty: 4340.024414
	Iteration 34Q: 3 clusters Score -862733.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -862739.000000 Penalty: 4340.024414
	Iteration 35Q: 3 clusters Score -862739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -862741.062500 Penalty: 4340.024414
	Iteration 36Q: 3 clusters Score -862741.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -862747.437500 Penalty: 4340.024414
	Iteration 37Q: 3 clusters Score -862747.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -862751.750000 Penalty: 4340.024414
	Iteration 38Q: 3 clusters Score -862751.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -862757.500000 Penalty: 4340.024414
	Iteration 39Q: 3 clusters Score -862757.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -862761.875000 Penalty: 4340.024414
	Iteration 40F: 3 clusters Score -862761.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -862767.500000 Penalty: 4340.024414
	Iteration 41Q: 3 clusters Score -862767.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -862776.562500 Penalty: 4340.024414
	Iteration 42Q: 3 clusters Score -862776.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -862788.750000 Penalty: 4340.024414
	Iteration 43Q: 3 clusters Score -862788.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -862797.250000 Penalty: 4340.024414
	Iteration 44Q: 3 clusters Score -862797.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -862813.000000 Penalty: 4340.024414
	Iteration 45Q: 3 clusters Score -862813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -862828.750000 Penalty: 4340.024414
	Iteration 46Q: 3 clusters Score -862828.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -862844.000000 Penalty: 4340.024414
	Iteration 47Q: 3 clusters Score -862844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -862857.750000 Penalty: 4340.024414
	Iteration 48Q: 3 clusters Score -862857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -862875.312500 Penalty: 4340.024414
	Iteration 49Q: 3 clusters Score -862875.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -862890.500000 Penalty: 4340.024414
	Iteration 50Q: 3 clusters Score -862890.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -862904.125000 Penalty: 4340.024414
	Iteration 51Q: 3 clusters Score -862904.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -862913.437500 Penalty: 4340.024414
	Iteration 52Q: 3 clusters Score -862913.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -862922.812500 Penalty: 4340.024414
	Iteration 53Q: 3 clusters Score -862922.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -862934.687500 Penalty: 4340.024414
	Iteration 54Q: 3 clusters Score -862934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -862939.812500 Penalty: 4340.024414
	Iteration 55Q: 3 clusters Score -862939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -862948.062500 Penalty: 4340.024414
	Iteration 56Q: 3 clusters Score -862948.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -862952.750000 Penalty: 4340.024414
	Iteration 57Q: 3 clusters Score -862952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -862959.937500 Penalty: 4340.024414
	Iteration 58Q: 3 clusters Score -862959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -862967.250000 Penalty: 4340.024414
	Iteration 59Q: 3 clusters Score -862967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -862969.875000 Penalty: 4340.024414
	Iteration 60F: 3 clusters Score -862969.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -862974.812500 Penalty: 4340.024414
	Iteration 61Q: 3 clusters Score -862974.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -862981.125000 Penalty: 4340.024414
	Iteration 62Q: 3 clusters Score -862981.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -862987.375000 Penalty: 4340.024414
	Iteration 63Q: 3 clusters Score -862987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -862993.000000 Penalty: 4340.024414
	Iteration 64Q: 3 clusters Score -862993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -862996.812500 Penalty: 4340.024414
	Iteration 65Q: 3 clusters Score -862996.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -862999.312500 Penalty: 4340.024414
	Iteration 66Q: 3 clusters Score -862999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -863002.375000 Penalty: 4340.024414
	Iteration 67Q: 3 clusters Score -863002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -863006.000000 Penalty: 4340.024414
	Iteration 68Q: 3 clusters Score -863006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -863005.625000 Penalty: 4340.024414
	Iteration 69Q: 3 clusters Score -863005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -863008.187500 Penalty: 4340.024414
	Iteration 70Q: 3 clusters Score -863008.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -863011.500000 Penalty: 4340.024414
	Iteration 71Q: 3 clusters Score -863011.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -863010.812500 Penalty: 4340.024414
	Iteration 72Q: 3 clusters Score -863010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -863010.312500 Penalty: 4340.024414
	Iteration 73Q: 3 clusters Score -863010.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -863013.687500 Penalty: 4340.024414
	Iteration 74Q: 3 clusters Score -863013.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -863016.687500 Penalty: 4340.024414
	Iteration 75Q: 3 clusters Score -863016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -863017.625000 Penalty: 4340.024414
	Iteration 76Q: 3 clusters Score -863017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -863018.750000 Penalty: 4340.024414
	Iteration 77Q: 3 clusters Score -863018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -863019.687500 Penalty: 4340.024414
	Iteration 78Q: 3 clusters Score -863019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -863022.062500 Penalty: 4340.024414
	Iteration 79Q: 3 clusters Score -863022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -863022.062500 Penalty: 4340.024414
	Iteration 80F: 3 clusters Score -863022.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -153972.218750 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -153972.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -151948.968750 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -151949 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152458.609375 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -152458.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152724.250000 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -152724.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152997.000000 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -152997 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -153139.656250 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -153139.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -153229.296875 Penalty: 3514.606934
	Iteration 5Q: 3 clusters Score -153229.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -153261.937500 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -153261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153287.468750 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -153287.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153311.843750 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -153311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -153324.296875 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -153324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -153329.718750 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -153329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -153333.875000 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -153333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -153337.265625 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -153337.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153339.781250 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -153339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -153347.218750 Penalty: 3514.606934
	Iteration 14Q: 3 clusters Score -153347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -153351.640625 Penalty: 3514.606934
	Iteration 15Q: 3 clusters Score -153351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -153354.765625 Penalty: 3514.606934
	Iteration 16Q: 3 clusters Score -153354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -153354.765625 Penalty: 3514.606934
	Iteration 17F: 3 clusters Score -153354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -1673963.375000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -1673963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1665649.750000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -1665650 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1668039.125000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -1668039 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1668330.875000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -1668331 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1668520.375000 Penalty: 4617.312988
	Iteration 3Q: 3 clusters Score -1668520 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1668668.500000 Penalty: 4617.312988
	Iteration 4Q: 3 clusters Score -1668668 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1668788.875000 Penalty: 4617.312988
	Iteration 5Q: 3 clusters Score -1668789 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1668907.500000 Penalty: 4617.312988
	Iteration 6Q: 3 clusters Score -1668908 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1669021.625000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -1669022 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1669145.125000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -1669145 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1669268.125000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -1669268 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1669394.500000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -1669394 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1669545.625000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -1669546 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1669733.750000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -1669734 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1669966.000000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -1669966 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1670245.125000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -1670245 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1670530.250000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -1670530 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1670770.875000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -1670771 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1670968.875000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -1670969 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1671143.250000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -1671143 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1671272.500000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -1671272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1671384.875000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -1671385 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1671467.000000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -1671467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1671540.875000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -1671541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1671586.375000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -1671586 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1671624.625000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -1671625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1671655.125000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -1671655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1671680.875000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -1671681 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1671703.500000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -1671704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1671731.250000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -1671731 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1671748.625000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -1671749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1671770.375000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -1671770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1671790.250000 Penalty: 4617.312988
	Iteration 31Q: 3 clusters Score -1671790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1671796.500000 Penalty: 4617.312988
	Iteration 32Q: 3 clusters Score -1671796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1671812.500000 Penalty: 4617.312988
	Iteration 33Q: 3 clusters Score -1671812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1671824.625000 Penalty: 4617.312988
	Iteration 34Q: 3 clusters Score -1671825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1671834.500000 Penalty: 4617.312988
	Iteration 35Q: 3 clusters Score -1671834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1671844.750000 Penalty: 4617.312988
	Iteration 36Q: 3 clusters Score -1671845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1671855.750000 Penalty: 4617.312988
	Iteration 37Q: 3 clusters Score -1671856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1671865.125000 Penalty: 4617.312988
	Iteration 38Q: 3 clusters Score -1671865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1671867.000000 Penalty: 4617.312988
	Iteration 39Q: 3 clusters Score -1671867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1671870.000000 Penalty: 4617.312988
	Iteration 40F: 3 clusters Score -1671870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1671872.750000 Penalty: 4617.312988
	Iteration 41Q: 3 clusters Score -1671873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1671875.250000 Penalty: 4617.312988
	Iteration 42Q: 3 clusters Score -1671875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1671877.750000 Penalty: 4617.312988
	Iteration 43Q: 3 clusters Score -1671878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1671881.375000 Penalty: 4617.312988
	Iteration 44Q: 3 clusters Score -1671881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1671885.750000 Penalty: 4617.312988
	Iteration 45Q: 3 clusters Score -1671886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1671891.500000 Penalty: 4617.312988
	Iteration 46Q: 3 clusters Score -1671892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1671893.375000 Penalty: 4617.312988
	Iteration 47Q: 3 clusters Score -1671893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1671900.250000 Penalty: 4617.312988
	Iteration 48Q: 3 clusters Score -1671900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1671903.750000 Penalty: 4617.312988
	Iteration 49Q: 3 clusters Score -1671904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1671904.750000 Penalty: 4617.312988
	Iteration 50Q: 3 clusters Score -1671905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1671907.625000 Penalty: 4617.312988
	Iteration 51Q: 3 clusters Score -1671908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1671907.500000 Penalty: 4617.312988
	Iteration 52Q: 3 clusters Score -1671908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1671911.625000 Penalty: 4617.312988
	Iteration 53Q: 3 clusters Score -1671912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1671910.375000 Penalty: 4617.312988
	Iteration 54Q: 3 clusters Score -1671910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1671911.500000 Penalty: 4617.312988
	Iteration 55Q: 3 clusters Score -1671912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1671911.500000 Penalty: 4617.312988
	Iteration 56F: 3 clusters Score -1671912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (29107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Entering Unmasked Estep 
Score: -4035287.250000 Penalty: 2549.125977
	Iteration 0F: 2 clusters Score -4035287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4015365.000000 Penalty: 5098.251953
	Iteration 0F: 3 clusters Score -4015365 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4022873.250000 Penalty: 5098.251953
	Iteration 1F: 3 clusters Score -4022873 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -4023896.750000 Penalty: 5098.251953
	Iteration 2F: 3 clusters Score -4023897 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4025116.500000 Penalty: 5098.251953
	Iteration 3F: 3 clusters Score -4025116 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -4026483.500000 Penalty: 5098.251953
	Iteration 4F: 3 clusters Score -4026484 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4027895.750000 Penalty: 5098.251953
	Iteration 5F: 3 clusters Score -4027896 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4029068.500000 Penalty: 5098.251953
	Iteration 6F: 3 clusters Score -4029068 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4030028.500000 Penalty: 5098.251953
	Iteration 7F: 3 clusters Score -4030028 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4030740.750000 Penalty: 5098.251953
	Iteration 8Q: 3 clusters Score -4030741 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -4031192.000000 Penalty: 5098.251953
	Iteration 9Q: 3 clusters Score -4031192 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -4031512.500000 Penalty: 5098.251953
	Iteration 10Q: 3 clusters Score -4031512 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -4031699.250000 Penalty: 5098.251953
	Iteration 11Q: 3 clusters Score -4031699 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -4031853.000000 Penalty: 5098.251953
	Iteration 12Q: 3 clusters Score -4031853 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4031967.000000 Penalty: 5098.251953
	Iteration 13Q: 3 clusters Score -4031967 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4032044.250000 Penalty: 5098.251953
	Iteration 14Q: 3 clusters Score -4032044 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4032114.500000 Penalty: 5098.251953
	Iteration 15Q: 3 clusters Score -4032114 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4032186.250000 Penalty: 5098.251953
	Iteration 16Q: 3 clusters Score -4032186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4032244.000000 Penalty: 5098.251953
	Iteration 17Q: 3 clusters Score -4032244 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4032264.500000 Penalty: 5098.251953
	Iteration 18Q: 3 clusters Score -4032264 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -4032281.750000 Penalty: 5098.251953
	Iteration 19Q: 3 clusters Score -4032282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4032292.500000 Penalty: 5098.251953
	Iteration 20F: 3 clusters Score -4032292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4032308.500000 Penalty: 5098.251953
	Iteration 21Q: 3 clusters Score -4032308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -4032334.250000 Penalty: 5098.251953
	Iteration 22Q: 3 clusters Score -4032334 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -4032383.500000 Penalty: 5098.251953
	Iteration 23Q: 3 clusters Score -4032384 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -4032409.750000 Penalty: 5098.251953
	Iteration 24Q: 3 clusters Score -4032410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4032437.750000 Penalty: 5098.251953
	Iteration 25Q: 3 clusters Score -4032438 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -4032480.250000 Penalty: 5098.251953
	Iteration 26Q: 3 clusters Score -4032480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -4032493.500000 Penalty: 5098.251953
	Iteration 27Q: 3 clusters Score -4032494 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -4032526.750000 Penalty: 5098.251953
	Iteration 28Q: 3 clusters Score -4032527 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -4032570.750000 Penalty: 5098.251953
	Iteration 29Q: 3 clusters Score -4032571 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -4032592.000000 Penalty: 5098.251953
	Iteration 30Q: 3 clusters Score -4032592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4032623.000000 Penalty: 5098.251953
	Iteration 31Q: 3 clusters Score -4032623 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4032659.500000 Penalty: 5098.251953
	Iteration 32Q: 3 clusters Score -4032660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4032694.750000 Penalty: 5098.251953
	Iteration 33Q: 3 clusters Score -4032695 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -4032737.000000 Penalty: 5098.251953
	Iteration 34Q: 3 clusters Score -4032737 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -4032760.750000 Penalty: 5098.251953
	Iteration 35Q: 3 clusters Score -4032761 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4032808.250000 Penalty: 5098.251953
	Iteration 36Q: 3 clusters Score -4032808 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4032843.500000 Penalty: 5098.251953
	Iteration 37Q: 3 clusters Score -4032844 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4032889.000000 Penalty: 5098.251953
	Iteration 38Q: 3 clusters Score -4032889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4032933.500000 Penalty: 5098.251953
	Iteration 39Q: 3 clusters Score -4032934 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4032987.750000 Penalty: 5098.251953
	Iteration 40F: 3 clusters Score -4032988 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -4033022.500000 Penalty: 5098.251953
	Iteration 41Q: 3 clusters Score -4033022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -4033051.500000 Penalty: 5098.251953
	Iteration 42Q: 3 clusters Score -4033052 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4033065.750000 Penalty: 5098.251953
	Iteration 43Q: 3 clusters Score -4033066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -4033084.500000 Penalty: 5098.251953
	Iteration 44Q: 3 clusters Score -4033084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4033113.000000 Penalty: 5098.251953
	Iteration 45Q: 3 clusters Score -4033113 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -4033139.750000 Penalty: 5098.251953
	Iteration 46Q: 3 clusters Score -4033140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -4033138.250000 Penalty: 5098.251953
	Iteration 47Q: 3 clusters Score -4033138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4033160.000000 Penalty: 5098.251953
	Iteration 48Q: 3 clusters Score -4033160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -4033184.250000 Penalty: 5098.251953
	Iteration 49Q: 3 clusters Score -4033184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4033202.500000 Penalty: 5098.251953
	Iteration 50Q: 3 clusters Score -4033202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4033206.500000 Penalty: 5098.251953
	Iteration 51Q: 3 clusters Score -4033206 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4033222.000000 Penalty: 5098.251953
	Iteration 52Q: 3 clusters Score -4033222 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4033226.750000 Penalty: 5098.251953
	Iteration 53Q: 3 clusters Score -4033227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4033235.000000 Penalty: 5098.251953
	Iteration 54Q: 3 clusters Score -4033235 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4033238.500000 Penalty: 5098.251953
	Iteration 55Q: 3 clusters Score -4033238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4033247.250000 Penalty: 5098.251953
	Iteration 56Q: 3 clusters Score -4033247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4033262.750000 Penalty: 5098.251953
	Iteration 57Q: 3 clusters Score -4033263 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -4033285.000000 Penalty: 5098.251953
	Iteration 58Q: 3 clusters Score -4033285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4033289.000000 Penalty: 5098.251953
	Iteration 59Q: 3 clusters Score -4033289 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4033302.000000 Penalty: 5098.251953
	Iteration 60F: 3 clusters Score -4033302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4033322.750000 Penalty: 5098.251953
	Iteration 61Q: 3 clusters Score -4033323 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -4033321.250000 Penalty: 5098.251953
	Iteration 62Q: 3 clusters Score -4033321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4033325.250000 Penalty: 5098.251953
	Iteration 63Q: 3 clusters Score -4033325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -4033337.250000 Penalty: 5098.251953
	Iteration 64Q: 3 clusters Score -4033337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4033331.000000 Penalty: 5098.251953
	Iteration 65Q: 3 clusters Score -4033331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4033336.500000 Penalty: 5098.251953
	Iteration 66Q: 3 clusters Score -4033336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -4033357.750000 Penalty: 5098.251953
	Iteration 67Q: 3 clusters Score -4033358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4033355.500000 Penalty: 5098.251953
	Iteration 68Q: 3 clusters Score -4033356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4033368.000000 Penalty: 5098.251953
	Iteration 69Q: 3 clusters Score -4033368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -4033369.750000 Penalty: 5098.251953
	Iteration 70Q: 3 clusters Score -4033370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4033378.750000 Penalty: 5098.251953
	Iteration 71Q: 3 clusters Score -4033379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4033390.750000 Penalty: 5098.251953
	Iteration 72Q: 3 clusters Score -4033391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4033398.000000 Penalty: 5098.251953
	Iteration 73Q: 3 clusters Score -4033398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -4033398.250000 Penalty: 5098.251953
	Iteration 74Q: 3 clusters Score -4033398 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -4033413.000000 Penalty: 5098.251953
	Iteration 75Q: 3 clusters Score -4033413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -4033425.500000 Penalty: 5098.251953
	Iteration 76Q: 3 clusters Score -4033426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -4033439.250000 Penalty: 5098.251953
	Iteration 77Q: 3 clusters Score -4033439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4033443.250000 Penalty: 5098.251953
	Iteration 78Q: 3 clusters Score -4033443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -4033459.500000 Penalty: 5098.251953
	Iteration 79Q: 3 clusters Score -4033460 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -4033466.500000 Penalty: 5098.251953
	Iteration 80F: 3 clusters Score -4033466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4033468.000000 Penalty: 5098.251953
	Iteration 81Q: 3 clusters Score -4033468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -4033499.250000 Penalty: 5098.251953
	Iteration 82Q: 3 clusters Score -4033499 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4033510.500000 Penalty: 5098.251953
	Iteration 83Q: 3 clusters Score -4033510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -4033540.500000 Penalty: 5098.251953
	Iteration 84Q: 3 clusters Score -4033540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -4033556.750000 Penalty: 5098.251953
	Iteration 85Q: 3 clusters Score -4033557 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4033572.750000 Penalty: 5098.251953
	Iteration 86Q: 3 clusters Score -4033573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -4033608.500000 Penalty: 5098.251953
	Iteration 87Q: 3 clusters Score -4033608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4033625.750000 Penalty: 5098.251953
	Iteration 88Q: 3 clusters Score -4033626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4033666.000000 Penalty: 5098.251953
	Iteration 89Q: 3 clusters Score -4033666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4033700.000000 Penalty: 5098.251953
	Iteration 90Q: 3 clusters Score -4033700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4033737.250000 Penalty: 5098.251953
	Iteration 91Q: 3 clusters Score -4033737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4033765.750000 Penalty: 5098.251953
	Iteration 92Q: 3 clusters Score -4033766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -4033783.000000 Penalty: 5098.251953
	Iteration 93Q: 3 clusters Score -4033783 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4033822.000000 Penalty: 5098.251953
	Iteration 94Q: 3 clusters Score -4033822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4033862.750000 Penalty: 5098.251953
	Iteration 95Q: 3 clusters Score -4033863 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -4033865.000000 Penalty: 5098.251953
	Iteration 96Q: 3 clusters Score -4033865 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4033885.500000 Penalty: 5098.251953
	Iteration 97Q: 3 clusters Score -4033886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4033907.750000 Penalty: 5098.251953
	Iteration 98Q: 3 clusters Score -4033908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4033919.500000 Penalty: 5098.251953
	Iteration 99Q: 3 clusters Score -4033920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4033938.750000 Penalty: 5098.251953
	Iteration 100F: 3 clusters Score -4033939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4033951.500000 Penalty: 5098.251953
	Iteration 101Q: 3 clusters Score -4033952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4033957.250000 Penalty: 5098.251953
	Iteration 102Q: 3 clusters Score -4033957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -4033960.500000 Penalty: 5098.251953
	Iteration 103Q: 3 clusters Score -4033960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -4033963.250000 Penalty: 5098.251953
	Iteration 104Q: 3 clusters Score -4033963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4033974.750000 Penalty: 5098.251953
	Iteration 105Q: 3 clusters Score -4033975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4033978.000000 Penalty: 5098.251953
	Iteration 106Q: 3 clusters Score -4033978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4033982.250000 Penalty: 5098.251953
	Iteration 107Q: 3 clusters Score -4033982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4033989.250000 Penalty: 5098.251953
	Iteration 108Q: 3 clusters Score -4033989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -4033991.250000 Penalty: 5098.251953
	Iteration 109Q: 3 clusters Score -4033991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4033988.250000 Penalty: 5098.251953
	Iteration 110Q: 3 clusters Score -4033988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4034002.750000 Penalty: 5098.251953
	Iteration 111Q: 3 clusters Score -4034003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4033997.750000 Penalty: 5098.251953
	Iteration 112Q: 3 clusters Score -4033998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4034000.500000 Penalty: 5098.251953
	Iteration 113Q: 3 clusters Score -4034000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -4034001.500000 Penalty: 5098.251953
	Iteration 114Q: 3 clusters Score -4034002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4033999.750000 Penalty: 5098.251953
	Iteration 115Q: 3 clusters Score -4034000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -4034008.000000 Penalty: 5098.251953
	Iteration 116Q: 3 clusters Score -4034008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4034005.500000 Penalty: 5098.251953
	Iteration 117Q: 3 clusters Score -4034006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4034004.250000 Penalty: 5098.251953
	Iteration 118Q: 3 clusters Score -4034004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -4034004.500000 Penalty: 5098.251953
	Iteration 119Q: 3 clusters Score -4034004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4034013.000000 Penalty: 5098.251953
	Iteration 120F: 3 clusters Score -4034013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4034012.500000 Penalty: 5098.251953
	Iteration 121Q: 3 clusters Score -4034012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4034015.750000 Penalty: 5098.251953
	Iteration 122Q: 3 clusters Score -4034016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -4034015.750000 Penalty: 5098.251953
	Iteration 123F: 3 clusters Score -4034016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -1123118.250000 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -1123118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1116957.750000 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -1116958 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1118587.500000 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -1118588 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1118810.250000 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -1118810 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1118978.250000 Penalty: 4432.990723
	Iteration 3Q: 3 clusters Score -1118978 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1119139.375000 Penalty: 4432.990723
	Iteration 4Q: 3 clusters Score -1119139 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1119279.000000 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -1119279 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1119376.250000 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -1119376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1119466.125000 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -1119466 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1119549.000000 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -1119549 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1119632.375000 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -1119632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1119703.000000 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -1119703 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1119774.875000 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -1119775 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1119857.750000 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -1119858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1119939.250000 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -1119939 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1120037.125000 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -1120037 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1120134.625000 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -1120135 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1120247.000000 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -1120247 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1120348.500000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -1120348 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1120443.625000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -1120444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1120526.250000 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -1120526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1120611.000000 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -1120611 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1120686.625000 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -1120687 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1120752.500000 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -1120752 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1120804.000000 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -1120804 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1120878.125000 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -1120878 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1120927.750000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -1120928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1120964.750000 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -1120965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1120999.500000 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -1121000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1121033.875000 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -1121034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1121059.750000 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -1121060 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1121088.875000 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -1121089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1121115.625000 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -1121116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1121147.125000 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -1121147 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1121175.125000 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -1121175 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1121205.125000 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -1121205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1121231.875000 Penalty: 4432.990723
	Iteration 35Q: 3 clusters Score -1121232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1121255.875000 Penalty: 4432.990723
	Iteration 36Q: 3 clusters Score -1121256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1121285.875000 Penalty: 4432.990723
	Iteration 37Q: 3 clusters Score -1121286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1121320.875000 Penalty: 4432.990723
	Iteration 38Q: 3 clusters Score -1121321 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1121362.750000 Penalty: 4432.990723
	Iteration 39Q: 3 clusters Score -1121363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1121391.125000 Penalty: 4432.990723
	Iteration 40F: 3 clusters Score -1121391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1121420.375000 Penalty: 4432.990723
	Iteration 41Q: 3 clusters Score -1121420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1121446.250000 Penalty: 4432.990723
	Iteration 42Q: 3 clusters Score -1121446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1121461.625000 Penalty: 4432.990723
	Iteration 43Q: 3 clusters Score -1121462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1121473.375000 Penalty: 4432.990723
	Iteration 44Q: 3 clusters Score -1121473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1121481.125000 Penalty: 4432.990723
	Iteration 45Q: 3 clusters Score -1121481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1121486.250000 Penalty: 4432.990723
	Iteration 46Q: 3 clusters Score -1121486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1121496.375000 Penalty: 4432.990723
	Iteration 47Q: 3 clusters Score -1121496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1121500.875000 Penalty: 4432.990723
	Iteration 48Q: 3 clusters Score -1121501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1121505.500000 Penalty: 4432.990723
	Iteration 49Q: 3 clusters Score -1121506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1121508.000000 Penalty: 4432.990723
	Iteration 50Q: 3 clusters Score -1121508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1121508.625000 Penalty: 4432.990723
	Iteration 51Q: 3 clusters Score -1121509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1121510.875000 Penalty: 4432.990723
	Iteration 52Q: 3 clusters Score -1121511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1121510.250000 Penalty: 4432.990723
	Iteration 53Q: 3 clusters Score -1121510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1121511.500000 Penalty: 4432.990723
	Iteration 54Q: 3 clusters Score -1121512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1121513.375000 Penalty: 4432.990723
	Iteration 55Q: 3 clusters Score -1121513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1121515.375000 Penalty: 4432.990723
	Iteration 56Q: 3 clusters Score -1121515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1121515.750000 Penalty: 4432.990723
	Iteration 57Q: 3 clusters Score -1121516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1121515.375000 Penalty: 4432.990723
	Iteration 58Q: 3 clusters Score -1121515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1121515.875000 Penalty: 4432.990723
	Iteration 59Q: 3 clusters Score -1121516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1121514.375000 Penalty: 4432.990723
	Iteration 60F: 3 clusters Score -1121514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -94606.718750 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -94606.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -92977.984375 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -92977.98 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -93336.695312 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -93336.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -93500.882812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -93500.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93655.226562 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -93655.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93753.390625 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -93753.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -93780.148438 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -93780.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93815.390625 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -93815.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -93846.179688 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -93846.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93872.914062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -93872.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -93908.476562 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -93908.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93951.593750 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -93951.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -93981.601562 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -93981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -94000.203125 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -94000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94017.226562 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -94017.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -94032.054688 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -94032.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94040.976562 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -94040.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -94042.851562 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -94042.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94044.820312 Penalty: 3250.750977
	Iteration 17Q: 3 clusters Score -94044.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94044.820312 Penalty: 3250.750977
	Iteration 18F: 3 clusters Score -94044.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -495397.843750 Penalty: 2051.407471
	Iteration 0F: 2 clusters Score -495397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -491647.093750 Penalty: 4102.814941
	Iteration 0F: 3 clusters Score -491647.1 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -492573.156250 Penalty: 4102.814941
	Iteration 1F: 3 clusters Score -492573.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -492885.156250 Penalty: 4102.814941
	Iteration 2F: 3 clusters Score -492885.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -493100.500000 Penalty: 4102.814941
	Iteration 3F: 3 clusters Score -493100.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -493271.437500 Penalty: 4102.814941
	Iteration 4F: 3 clusters Score -493271.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -493386.718750 Penalty: 4102.814941
	Iteration 5Q: 3 clusters Score -493386.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -493483.875000 Penalty: 4102.814941
	Iteration 6Q: 3 clusters Score -493483.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -493556.562500 Penalty: 4102.814941
	Iteration 7Q: 3 clusters Score -493556.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -493613.343750 Penalty: 4102.814941
	Iteration 8Q: 3 clusters Score -493613.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -493662.906250 Penalty: 4102.814941
	Iteration 9Q: 3 clusters Score -493662.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -493714.031250 Penalty: 4102.814941
	Iteration 10Q: 3 clusters Score -493714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -493769.250000 Penalty: 4102.814941
	Iteration 11Q: 3 clusters Score -493769.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -493816.656250 Penalty: 4102.814941
	Iteration 12Q: 3 clusters Score -493816.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -493855.375000 Penalty: 4102.814941
	Iteration 13Q: 3 clusters Score -493855.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -493887.812500 Penalty: 4102.814941
	Iteration 14Q: 3 clusters Score -493887.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -493933.968750 Penalty: 4102.814941
	Iteration 15Q: 3 clusters Score -493934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -493991.312500 Penalty: 4102.814941
	Iteration 16Q: 3 clusters Score -493991.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -494053.718750 Penalty: 4102.814941
	Iteration 17Q: 3 clusters Score -494053.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -494118.687500 Penalty: 4102.814941
	Iteration 18Q: 3 clusters Score -494118.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -494194.187500 Penalty: 4102.814941
	Iteration 19Q: 3 clusters Score -494194.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -494283.062500 Penalty: 4102.814941
	Iteration 20F: 3 clusters Score -494283.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -494371.437500 Penalty: 4102.814941
	Iteration 21Q: 3 clusters Score -494371.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -494455.187500 Penalty: 4102.814941
	Iteration 22Q: 3 clusters Score -494455.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -494525.468750 Penalty: 4102.814941
	Iteration 23Q: 3 clusters Score -494525.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -494598.687500 Penalty: 4102.814941
	Iteration 24Q: 3 clusters Score -494598.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -494645.468750 Penalty: 4102.814941
	Iteration 25Q: 3 clusters Score -494645.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -494705.312500 Penalty: 4102.814941
	Iteration 26Q: 3 clusters Score -494705.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -494743.781250 Penalty: 4102.814941
	Iteration 27Q: 3 clusters Score -494743.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -494775.093750 Penalty: 4102.814941
	Iteration 28Q: 3 clusters Score -494775.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -494798.562500 Penalty: 4102.814941
	Iteration 29Q: 3 clusters Score -494798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -494809.843750 Penalty: 4102.814941
	Iteration 30Q: 3 clusters Score -494809.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -494815.093750 Penalty: 4102.814941
	Iteration 31Q: 3 clusters Score -494815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -494822.062500 Penalty: 4102.814941
	Iteration 32Q: 3 clusters Score -494822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -494824.250000 Penalty: 4102.814941
	Iteration 33Q: 3 clusters Score -494824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -494825.250000 Penalty: 4102.814941
	Iteration 34Q: 3 clusters Score -494825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -494825.593750 Penalty: 4102.814941
	Iteration 35Q: 3 clusters Score -494825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -494826.250000 Penalty: 4102.814941
	Iteration 36Q: 3 clusters Score -494826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -494826.093750 Penalty: 4102.814941
	Iteration 37Q: 3 clusters Score -494826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -494826.093750 Penalty: 4102.814941
	Iteration 38F: 3 clusters Score -494826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Entering Unmasked Estep 
Score: -1668725.625000 Penalty: 2317.463135
	Iteration 0F: 2 clusters Score -1668726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1660108.750000 Penalty: 4634.926270
	Iteration 0F: 3 clusters Score -1660109 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1662933.250000 Penalty: 4634.926270
	Iteration 1F: 3 clusters Score -1662933 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1663483.375000 Penalty: 4634.926270
	Iteration 2F: 3 clusters Score -1663483 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1664073.750000 Penalty: 4634.926270
	Iteration 3F: 3 clusters Score -1664074 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1664705.375000 Penalty: 4634.926270
	Iteration 4F: 3 clusters Score -1664705 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1665221.875000 Penalty: 4634.926270
	Iteration 5F: 3 clusters Score -1665222 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1665577.625000 Penalty: 4634.926270
	Iteration 6F: 3 clusters Score -1665578 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1665807.250000 Penalty: 4634.926270
	Iteration 7Q: 3 clusters Score -1665807 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1665949.750000 Penalty: 4634.926270
	Iteration 8Q: 3 clusters Score -1665950 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1666031.875000 Penalty: 4634.926270
	Iteration 9Q: 3 clusters Score -1666032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1666085.625000 Penalty: 4634.926270
	Iteration 10Q: 3 clusters Score -1666086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1666120.125000 Penalty: 4634.926270
	Iteration 11Q: 3 clusters Score -1666120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1666155.250000 Penalty: 4634.926270
	Iteration 12Q: 3 clusters Score -1666155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1666175.500000 Penalty: 4634.926270
	Iteration 13Q: 3 clusters Score -1666176 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1666186.125000 Penalty: 4634.926270
	Iteration 14Q: 3 clusters Score -1666186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1666202.625000 Penalty: 4634.926270
	Iteration 15Q: 3 clusters Score -1666203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1666211.750000 Penalty: 4634.926270
	Iteration 16Q: 3 clusters Score -1666212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1666224.000000 Penalty: 4634.926270
	Iteration 17Q: 3 clusters Score -1666224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1666234.375000 Penalty: 4634.926270
	Iteration 18Q: 3 clusters Score -1666234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1666245.750000 Penalty: 4634.926270
	Iteration 19Q: 3 clusters Score -1666246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1666251.000000 Penalty: 4634.926270
	Iteration 20F: 3 clusters Score -1666251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1666255.375000 Penalty: 4634.926270
	Iteration 21Q: 3 clusters Score -1666255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1666262.875000 Penalty: 4634.926270
	Iteration 22Q: 3 clusters Score -1666263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1666266.375000 Penalty: 4634.926270
	Iteration 23Q: 3 clusters Score -1666266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1666270.500000 Penalty: 4634.926270
	Iteration 24Q: 3 clusters Score -1666270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1666274.375000 Penalty: 4634.926270
	Iteration 25Q: 3 clusters Score -1666274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1666281.000000 Penalty: 4634.926270
	Iteration 26Q: 3 clusters Score -1666281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1666286.125000 Penalty: 4634.926270
	Iteration 27Q: 3 clusters Score -1666286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1666284.375000 Penalty: 4634.926270
	Iteration 28Q: 3 clusters Score -1666284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1666286.375000 Penalty: 4634.926270
	Iteration 29Q: 3 clusters Score -1666286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1666290.000000 Penalty: 4634.926270
	Iteration 30Q: 3 clusters Score -1666290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1666300.000000 Penalty: 4634.926270
	Iteration 31Q: 3 clusters Score -1666300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1666304.875000 Penalty: 4634.926270
	Iteration 32Q: 3 clusters Score -1666305 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1666313.375000 Penalty: 4634.926270
	Iteration 33Q: 3 clusters Score -1666313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1666317.250000 Penalty: 4634.926270
	Iteration 34Q: 3 clusters Score -1666317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1666327.625000 Penalty: 4634.926270
	Iteration 35Q: 3 clusters Score -1666328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1666337.875000 Penalty: 4634.926270
	Iteration 36Q: 3 clusters Score -1666338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1666348.250000 Penalty: 4634.926270
	Iteration 37Q: 3 clusters Score -1666348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1666358.750000 Penalty: 4634.926270
	Iteration 38Q: 3 clusters Score -1666359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1666362.500000 Penalty: 4634.926270
	Iteration 39Q: 3 clusters Score -1666362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1666372.375000 Penalty: 4634.926270
	Iteration 40F: 3 clusters Score -1666372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1666381.500000 Penalty: 4634.926270
	Iteration 41Q: 3 clusters Score -1666382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1666393.875000 Penalty: 4634.926270
	Iteration 42Q: 3 clusters Score -1666394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1666400.000000 Penalty: 4634.926270
	Iteration 43Q: 3 clusters Score -1666400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1666408.250000 Penalty: 4634.926270
	Iteration 44Q: 3 clusters Score -1666408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1666421.125000 Penalty: 4634.926270
	Iteration 45Q: 3 clusters Score -1666421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1666441.875000 Penalty: 4634.926270
	Iteration 46Q: 3 clusters Score -1666442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1666459.375000 Penalty: 4634.926270
	Iteration 47Q: 3 clusters Score -1666459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1666483.500000 Penalty: 4634.926270
	Iteration 48Q: 3 clusters Score -1666484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1666508.500000 Penalty: 4634.926270
	Iteration 49Q: 3 clusters Score -1666508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1666520.375000 Penalty: 4634.926270
	Iteration 50Q: 3 clusters Score -1666520 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1666550.375000 Penalty: 4634.926270
	Iteration 51Q: 3 clusters Score -1666550 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1666577.625000 Penalty: 4634.926270
	Iteration 52Q: 3 clusters Score -1666578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1666603.250000 Penalty: 4634.926270
	Iteration 53Q: 3 clusters Score -1666603 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1666632.125000 Penalty: 4634.926270
	Iteration 54Q: 3 clusters Score -1666632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1666657.625000 Penalty: 4634.926270
	Iteration 55Q: 3 clusters Score -1666658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1666682.375000 Penalty: 4634.926270
	Iteration 56Q: 3 clusters Score -1666682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1666706.875000 Penalty: 4634.926270
	Iteration 57Q: 3 clusters Score -1666707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1666732.000000 Penalty: 4634.926270
	Iteration 58Q: 3 clusters Score -1666732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1666767.250000 Penalty: 4634.926270
	Iteration 59Q: 3 clusters Score -1666767 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1666808.250000 Penalty: 4634.926270
	Iteration 60F: 3 clusters Score -1666808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1666834.375000 Penalty: 4634.926270
	Iteration 61Q: 3 clusters Score -1666834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1666860.125000 Penalty: 4634.926270
	Iteration 62Q: 3 clusters Score -1666860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1666883.875000 Penalty: 4634.926270
	Iteration 63Q: 3 clusters Score -1666884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1666893.875000 Penalty: 4634.926270
	Iteration 64Q: 3 clusters Score -1666894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1666917.500000 Penalty: 4634.926270
	Iteration 65Q: 3 clusters Score -1666918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1666947.125000 Penalty: 4634.926270
	Iteration 66Q: 3 clusters Score -1666947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1666963.250000 Penalty: 4634.926270
	Iteration 67Q: 3 clusters Score -1666963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1666981.250000 Penalty: 4634.926270
	Iteration 68Q: 3 clusters Score -1666981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1666993.375000 Penalty: 4634.926270
	Iteration 69Q: 3 clusters Score -1666993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1667005.000000 Penalty: 4634.926270
	Iteration 70Q: 3 clusters Score -1667005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1667017.500000 Penalty: 4634.926270
	Iteration 71Q: 3 clusters Score -1667018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1667037.000000 Penalty: 4634.926270
	Iteration 72Q: 3 clusters Score -1667037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1667050.875000 Penalty: 4634.926270
	Iteration 73Q: 3 clusters Score -1667051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1667062.625000 Penalty: 4634.926270
	Iteration 74Q: 3 clusters Score -1667063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1667070.000000 Penalty: 4634.926270
	Iteration 75Q: 3 clusters Score -1667070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1667076.625000 Penalty: 4634.926270
	Iteration 76Q: 3 clusters Score -1667077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1667081.000000 Penalty: 4634.926270
	Iteration 77Q: 3 clusters Score -1667081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1667085.375000 Penalty: 4634.926270
	Iteration 78Q: 3 clusters Score -1667085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1667086.375000 Penalty: 4634.926270
	Iteration 79Q: 3 clusters Score -1667086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1667085.500000 Penalty: 4634.926270
	Iteration 80F: 3 clusters Score -1667086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1667088.375000 Penalty: 4634.926270
	Iteration 81Q: 3 clusters Score -1667088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1667088.875000 Penalty: 4634.926270
	Iteration 82Q: 3 clusters Score -1667089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1667088.875000 Penalty: 4634.926270
	Iteration 83F: 3 clusters Score -1667089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -960077.312500 Penalty: 2189.720703
	Iteration 0F: 2 clusters Score -960077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -954385.875000 Penalty: 4379.441406
	Iteration 0F: 3 clusters Score -954385.9 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -955847.312500 Penalty: 4379.441406
	Iteration 1F: 3 clusters Score -955847.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -956192.500000 Penalty: 4379.441406
	Iteration 2F: 3 clusters Score -956192.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -956532.687500 Penalty: 4379.441406
	Iteration 3F: 3 clusters Score -956532.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -957053.812500 Penalty: 4379.441406
	Iteration 4F: 3 clusters Score -957053.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -957685.687500 Penalty: 4379.441406
	Iteration 5F: 3 clusters Score -957685.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -958223.250000 Penalty: 4379.441406
	Iteration 6F: 3 clusters Score -958223.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -958532.937500 Penalty: 4379.441406
	Iteration 7F: 3 clusters Score -958532.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -958723.000000 Penalty: 4379.441406
	Iteration 8Q: 3 clusters Score -958723 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -958846.062500 Penalty: 4379.441406
	Iteration 9Q: 3 clusters Score -958846.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -958918.125000 Penalty: 4379.441406
	Iteration 10Q: 3 clusters Score -958918.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -958968.937500 Penalty: 4379.441406
	Iteration 11Q: 3 clusters Score -958968.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -958996.000000 Penalty: 4379.441406
	Iteration 12Q: 3 clusters Score -958996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -959012.750000 Penalty: 4379.441406
	Iteration 13Q: 3 clusters Score -959012.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -959020.687500 Penalty: 4379.441406
	Iteration 14Q: 3 clusters Score -959020.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -959027.687500 Penalty: 4379.441406
	Iteration 15Q: 3 clusters Score -959027.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -959035.437500 Penalty: 4379.441406
	Iteration 16Q: 3 clusters Score -959035.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -959041.187500 Penalty: 4379.441406
	Iteration 17Q: 3 clusters Score -959041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -959046.562500 Penalty: 4379.441406
	Iteration 18Q: 3 clusters Score -959046.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -959052.687500 Penalty: 4379.441406
	Iteration 19Q: 3 clusters Score -959052.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -959056.687500 Penalty: 4379.441406
	Iteration 20F: 3 clusters Score -959056.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -959063.562500 Penalty: 4379.441406
	Iteration 21Q: 3 clusters Score -959063.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -959066.500000 Penalty: 4379.441406
	Iteration 22Q: 3 clusters Score -959066.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -959068.125000 Penalty: 4379.441406
	Iteration 23Q: 3 clusters Score -959068.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -959070.312500 Penalty: 4379.441406
	Iteration 24Q: 3 clusters Score -959070.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -959074.875000 Penalty: 4379.441406
	Iteration 25Q: 3 clusters Score -959074.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -959078.500000 Penalty: 4379.441406
	Iteration 26Q: 3 clusters Score -959078.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -959079.937500 Penalty: 4379.441406
	Iteration 27Q: 3 clusters Score -959079.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -959083.437500 Penalty: 4379.441406
	Iteration 28Q: 3 clusters Score -959083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -959086.625000 Penalty: 4379.441406
	Iteration 29Q: 3 clusters Score -959086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -959087.625000 Penalty: 4379.441406
	Iteration 30Q: 3 clusters Score -959087.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -959091.250000 Penalty: 4379.441406
	Iteration 31Q: 3 clusters Score -959091.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -959093.937500 Penalty: 4379.441406
	Iteration 32Q: 3 clusters Score -959093.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -959093.812500 Penalty: 4379.441406
	Iteration 33Q: 3 clusters Score -959093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -959099.375000 Penalty: 4379.441406
	Iteration 34Q: 3 clusters Score -959099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -959098.625000 Penalty: 4379.441406
	Iteration 35Q: 3 clusters Score -959098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -959099.375000 Penalty: 4379.441406
	Iteration 36Q: 3 clusters Score -959099.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -959099.375000 Penalty: 4379.441406
	Iteration 37F: 3 clusters Score -959099.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Entering Unmasked Estep 
Score: -1445178.625000 Penalty: 2274.865723
	Iteration 0F: 2 clusters Score -1445179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1437750.375000 Penalty: 4549.731445
	Iteration 0F: 3 clusters Score -1437750 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1439818.000000 Penalty: 4549.731445
	Iteration 1F: 3 clusters Score -1439818 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1440097.750000 Penalty: 4549.731445
	Iteration 2F: 3 clusters Score -1440098 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1440322.625000 Penalty: 4549.731445
	Iteration 3F: 3 clusters Score -1440323 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1440519.750000 Penalty: 4549.731445
	Iteration 4Q: 3 clusters Score -1440520 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1440708.250000 Penalty: 4549.731445
	Iteration 5Q: 3 clusters Score -1440708 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1440897.250000 Penalty: 4549.731445
	Iteration 6Q: 3 clusters Score -1440897 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1441121.000000 Penalty: 4549.731445
	Iteration 7Q: 3 clusters Score -1441121 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1441340.000000 Penalty: 4549.731445
	Iteration 8Q: 3 clusters Score -1441340 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1441592.625000 Penalty: 4549.731445
	Iteration 9Q: 3 clusters Score -1441593 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1441839.250000 Penalty: 4549.731445
	Iteration 10Q: 3 clusters Score -1441839 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1442069.375000 Penalty: 4549.731445
	Iteration 11Q: 3 clusters Score -1442069 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1442253.750000 Penalty: 4549.731445
	Iteration 12Q: 3 clusters Score -1442254 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1442407.500000 Penalty: 4549.731445
	Iteration 13Q: 3 clusters Score -1442408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1442514.875000 Penalty: 4549.731445
	Iteration 14Q: 3 clusters Score -1442515 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1442593.125000 Penalty: 4549.731445
	Iteration 15Q: 3 clusters Score -1442593 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1442647.875000 Penalty: 4549.731445
	Iteration 16Q: 3 clusters Score -1442648 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1442681.375000 Penalty: 4549.731445
	Iteration 17Q: 3 clusters Score -1442681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1442700.125000 Penalty: 4549.731445
	Iteration 18Q: 3 clusters Score -1442700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1442722.125000 Penalty: 4549.731445
	Iteration 19Q: 3 clusters Score -1442722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1442738.000000 Penalty: 4549.731445
	Iteration 20F: 3 clusters Score -1442738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1442749.875000 Penalty: 4549.731445
	Iteration 21Q: 3 clusters Score -1442750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1442760.250000 Penalty: 4549.731445
	Iteration 22Q: 3 clusters Score -1442760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1442765.625000 Penalty: 4549.731445
	Iteration 23Q: 3 clusters Score -1442766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1442771.125000 Penalty: 4549.731445
	Iteration 24Q: 3 clusters Score -1442771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1442772.500000 Penalty: 4549.731445
	Iteration 25Q: 3 clusters Score -1442772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1442776.875000 Penalty: 4549.731445
	Iteration 26Q: 3 clusters Score -1442777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1442781.125000 Penalty: 4549.731445
	Iteration 27Q: 3 clusters Score -1442781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1442775.375000 Penalty: 4549.731445
	Iteration 28Q: 3 clusters Score -1442775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1442778.500000 Penalty: 4549.731445
	Iteration 29Q: 3 clusters Score -1442778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1442777.625000 Penalty: 4549.731445
	Iteration 30Q: 3 clusters Score -1442778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1442781.000000 Penalty: 4549.731445
	Iteration 31Q: 3 clusters Score -1442781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1442779.875000 Penalty: 4549.731445
	Iteration 32Q: 3 clusters Score -1442780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1442778.750000 Penalty: 4549.731445
	Iteration 33Q: 3 clusters Score -1442779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1442780.250000 Penalty: 4549.731445
	Iteration 34Q: 3 clusters Score -1442780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1442781.375000 Penalty: 4549.731445
	Iteration 35Q: 3 clusters Score -1442781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1442781.875000 Penalty: 4549.731445
	Iteration 36Q: 3 clusters Score -1442782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1442785.250000 Penalty: 4549.731445
	Iteration 37Q: 3 clusters Score -1442785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1442785.500000 Penalty: 4549.731445
	Iteration 38Q: 3 clusters Score -1442786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1442784.750000 Penalty: 4549.731445
	Iteration 39Q: 3 clusters Score -1442785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1442783.625000 Penalty: 4549.731445
	Iteration 40F: 3 clusters Score -1442784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1442788.000000 Penalty: 4549.731445
	Iteration 41Q: 3 clusters Score -1442788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1442792.375000 Penalty: 4549.731445
	Iteration 42Q: 3 clusters Score -1442792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1442798.125000 Penalty: 4549.731445
	Iteration 43Q: 3 clusters Score -1442798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1442798.250000 Penalty: 4549.731445
	Iteration 44Q: 3 clusters Score -1442798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1442801.250000 Penalty: 4549.731445
	Iteration 45Q: 3 clusters Score -1442801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1442803.625000 Penalty: 4549.731445
	Iteration 46Q: 3 clusters Score -1442804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1442805.375000 Penalty: 4549.731445
	Iteration 47Q: 3 clusters Score -1442805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1442804.500000 Penalty: 4549.731445
	Iteration 48Q: 3 clusters Score -1442804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1442802.000000 Penalty: 4549.731445
	Iteration 49Q: 3 clusters Score -1442802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1442804.000000 Penalty: 4549.731445
	Iteration 50Q: 3 clusters Score -1442804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1442804.500000 Penalty: 4549.731445
	Iteration 51Q: 3 clusters Score -1442804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1442806.000000 Penalty: 4549.731445
	Iteration 52Q: 3 clusters Score -1442806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1442807.750000 Penalty: 4549.731445
	Iteration 53Q: 3 clusters Score -1442808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1442808.125000 Penalty: 4549.731445
	Iteration 54Q: 3 clusters Score -1442808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1442810.625000 Penalty: 4549.731445
	Iteration 55Q: 3 clusters Score -1442811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1442813.000000 Penalty: 4549.731445
	Iteration 56Q: 3 clusters Score -1442813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1442811.750000 Penalty: 4549.731445
	Iteration 57Q: 3 clusters Score -1442812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1442812.250000 Penalty: 4549.731445
	Iteration 58Q: 3 clusters Score -1442812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1442810.750000 Penalty: 4549.731445
	Iteration 59Q: 3 clusters Score -1442811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1442816.375000 Penalty: 4549.731445
	Iteration 60F: 3 clusters Score -1442816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1442814.250000 Penalty: 4549.731445
	Iteration 61Q: 3 clusters Score -1442814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1442816.500000 Penalty: 4549.731445
	Iteration 62Q: 3 clusters Score -1442816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1442818.250000 Penalty: 4549.731445
	Iteration 63Q: 3 clusters Score -1442818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1442820.250000 Penalty: 4549.731445
	Iteration 64Q: 3 clusters Score -1442820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1442823.375000 Penalty: 4549.731445
	Iteration 65Q: 3 clusters Score -1442823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1442825.125000 Penalty: 4549.731445
	Iteration 66Q: 3 clusters Score -1442825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1442825.875000 Penalty: 4549.731445
	Iteration 67Q: 3 clusters Score -1442826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1442829.500000 Penalty: 4549.731445
	Iteration 68Q: 3 clusters Score -1442830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1442827.125000 Penalty: 4549.731445
	Iteration 69Q: 3 clusters Score -1442827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1442830.625000 Penalty: 4549.731445
	Iteration 70Q: 3 clusters Score -1442831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1442838.000000 Penalty: 4549.731445
	Iteration 71Q: 3 clusters Score -1442838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1442839.750000 Penalty: 4549.731445
	Iteration 72Q: 3 clusters Score -1442840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1442849.875000 Penalty: 4549.731445
	Iteration 73Q: 3 clusters Score -1442850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1442858.375000 Penalty: 4549.731445
	Iteration 74Q: 3 clusters Score -1442858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1442866.375000 Penalty: 4549.731445
	Iteration 75Q: 3 clusters Score -1442866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1442871.375000 Penalty: 4549.731445
	Iteration 76Q: 3 clusters Score -1442871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1442877.125000 Penalty: 4549.731445
	Iteration 77Q: 3 clusters Score -1442877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1442885.625000 Penalty: 4549.731445
	Iteration 78Q: 3 clusters Score -1442886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1442897.000000 Penalty: 4549.731445
	Iteration 79Q: 3 clusters Score -1442897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1442897.000000 Penalty: 4549.731445
	Iteration 80F: 3 clusters Score -1442897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1442904.875000 Penalty: 4549.731445
	Iteration 81Q: 3 clusters Score -1442905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1442907.250000 Penalty: 4549.731445
	Iteration 82Q: 3 clusters Score -1442907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1442918.625000 Penalty: 4549.731445
	Iteration 83Q: 3 clusters Score -1442919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1442927.625000 Penalty: 4549.731445
	Iteration 84Q: 3 clusters Score -1442928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1442930.875000 Penalty: 4549.731445
	Iteration 85Q: 3 clusters Score -1442931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1442932.250000 Penalty: 4549.731445
	Iteration 86Q: 3 clusters Score -1442932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1442931.500000 Penalty: 4549.731445
	Iteration 87Q: 3 clusters Score -1442932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1442942.125000 Penalty: 4549.731445
	Iteration 88Q: 3 clusters Score -1442942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1442947.250000 Penalty: 4549.731445
	Iteration 89Q: 3 clusters Score -1442947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1442950.625000 Penalty: 4549.731445
	Iteration 90Q: 3 clusters Score -1442951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1442968.625000 Penalty: 4549.731445
	Iteration 91Q: 3 clusters Score -1442969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1442963.750000 Penalty: 4549.731445
	Iteration 92Q: 3 clusters Score -1442964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1442966.750000 Penalty: 4549.731445
	Iteration 93Q: 3 clusters Score -1442967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1442974.250000 Penalty: 4549.731445
	Iteration 94Q: 3 clusters Score -1442974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1442978.000000 Penalty: 4549.731445
	Iteration 95Q: 3 clusters Score -1442978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1442977.625000 Penalty: 4549.731445
	Iteration 96Q: 3 clusters Score -1442978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1442985.875000 Penalty: 4549.731445
	Iteration 97Q: 3 clusters Score -1442986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1442987.875000 Penalty: 4549.731445
	Iteration 98Q: 3 clusters Score -1442988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1442996.125000 Penalty: 4549.731445
	Iteration 99Q: 3 clusters Score -1442996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1443005.750000 Penalty: 4549.731445
	Iteration 100F: 3 clusters Score -1443006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1443015.000000 Penalty: 4549.731445
	Iteration 101Q: 3 clusters Score -1443015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1443026.375000 Penalty: 4549.731445
	Iteration 102Q: 3 clusters Score -1443026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1443035.500000 Penalty: 4549.731445
	Iteration 103Q: 3 clusters Score -1443036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1443042.000000 Penalty: 4549.731445
	Iteration 104Q: 3 clusters Score -1443042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1443053.250000 Penalty: 4549.731445
	Iteration 105Q: 3 clusters Score -1443053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1443067.000000 Penalty: 4549.731445
	Iteration 106Q: 3 clusters Score -1443067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1443073.250000 Penalty: 4549.731445
	Iteration 107Q: 3 clusters Score -1443073 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1443093.000000 Penalty: 4549.731445
	Iteration 108Q: 3 clusters Score -1443093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1443108.250000 Penalty: 4549.731445
	Iteration 109Q: 3 clusters Score -1443108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1443129.750000 Penalty: 4549.731445
	Iteration 110Q: 3 clusters Score -1443130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1443147.000000 Penalty: 4549.731445
	Iteration 111Q: 3 clusters Score -1443147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1443159.000000 Penalty: 4549.731445
	Iteration 112Q: 3 clusters Score -1443159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1443182.875000 Penalty: 4549.731445
	Iteration 113Q: 3 clusters Score -1443183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1443196.625000 Penalty: 4549.731445
	Iteration 114Q: 3 clusters Score -1443197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1443204.500000 Penalty: 4549.731445
	Iteration 115Q: 3 clusters Score -1443204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1443224.625000 Penalty: 4549.731445
	Iteration 116Q: 3 clusters Score -1443225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1443239.625000 Penalty: 4549.731445
	Iteration 117Q: 3 clusters Score -1443240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1443252.125000 Penalty: 4549.731445
	Iteration 118Q: 3 clusters Score -1443252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1443262.500000 Penalty: 4549.731445
	Iteration 119Q: 3 clusters Score -1443262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1443267.125000 Penalty: 4549.731445
	Iteration 120F: 3 clusters Score -1443267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1443271.625000 Penalty: 4549.731445
	Iteration 121Q: 3 clusters Score -1443272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1443275.125000 Penalty: 4549.731445
	Iteration 122Q: 3 clusters Score -1443275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1443277.375000 Penalty: 4549.731445
	Iteration 123Q: 3 clusters Score -1443277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1443282.000000 Penalty: 4549.731445
	Iteration 124Q: 3 clusters Score -1443282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1443279.375000 Penalty: 4549.731445
	Iteration 125Q: 3 clusters Score -1443279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1443284.000000 Penalty: 4549.731445
	Iteration 126Q: 3 clusters Score -1443284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1443289.750000 Penalty: 4549.731445
	Iteration 127Q: 3 clusters Score -1443290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1443296.500000 Penalty: 4549.731445
	Iteration 128Q: 3 clusters Score -1443296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1443302.250000 Penalty: 4549.731445
	Iteration 129Q: 3 clusters Score -1443302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1443307.125000 Penalty: 4549.731445
	Iteration 130Q: 3 clusters Score -1443307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1443308.625000 Penalty: 4549.731445
	Iteration 131Q: 3 clusters Score -1443309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1443315.375000 Penalty: 4549.731445
	Iteration 132Q: 3 clusters Score -1443315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1443322.000000 Penalty: 4549.731445
	Iteration 133Q: 3 clusters Score -1443322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1443327.000000 Penalty: 4549.731445
	Iteration 134Q: 3 clusters Score -1443327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1443329.000000 Penalty: 4549.731445
	Iteration 135Q: 3 clusters Score -1443329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1443328.250000 Penalty: 4549.731445
	Iteration 136Q: 3 clusters Score -1443328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1443329.875000 Penalty: 4549.731445
	Iteration 137Q: 3 clusters Score -1443330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1443329.875000 Penalty: 4549.731445
	Iteration 138F: 3 clusters Score -1443330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -1203031.375000 Penalty: 2230.739502
	Iteration 0F: 2 clusters Score -1203031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1196616.625000 Penalty: 4461.479004
	Iteration 0F: 3 clusters Score -1196617 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1198429.625000 Penalty: 4461.479004
	Iteration 1F: 3 clusters Score -1198430 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1198713.125000 Penalty: 4461.479004
	Iteration 2F: 3 clusters Score -1198713 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1198903.000000 Penalty: 4461.479004
	Iteration 3F: 3 clusters Score -1198903 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1199029.625000 Penalty: 4461.479004
	Iteration 4Q: 3 clusters Score -1199030 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1199106.125000 Penalty: 4461.479004
	Iteration 5Q: 3 clusters Score -1199106 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1199173.500000 Penalty: 4461.479004
	Iteration 6Q: 3 clusters Score -1199174 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1199236.125000 Penalty: 4461.479004
	Iteration 7Q: 3 clusters Score -1199236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1199277.750000 Penalty: 4461.479004
	Iteration 8Q: 3 clusters Score -1199278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1199323.750000 Penalty: 4461.479004
	Iteration 9Q: 3 clusters Score -1199324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1199365.250000 Penalty: 4461.479004
	Iteration 10Q: 3 clusters Score -1199365 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1199407.250000 Penalty: 4461.479004
	Iteration 11Q: 3 clusters Score -1199407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1199454.625000 Penalty: 4461.479004
	Iteration 12Q: 3 clusters Score -1199455 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1199506.500000 Penalty: 4461.479004
	Iteration 13Q: 3 clusters Score -1199506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1199561.250000 Penalty: 4461.479004
	Iteration 14Q: 3 clusters Score -1199561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1199634.375000 Penalty: 4461.479004
	Iteration 15Q: 3 clusters Score -1199634 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1199725.625000 Penalty: 4461.479004
	Iteration 16Q: 3 clusters Score -1199726 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1199819.625000 Penalty: 4461.479004
	Iteration 17Q: 3 clusters Score -1199820 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1199940.500000 Penalty: 4461.479004
	Iteration 18Q: 3 clusters Score -1199940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1200047.125000 Penalty: 4461.479004
	Iteration 19Q: 3 clusters Score -1200047 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1200152.625000 Penalty: 4461.479004
	Iteration 20F: 3 clusters Score -1200153 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1200253.250000 Penalty: 4461.479004
	Iteration 21Q: 3 clusters Score -1200253 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1200359.375000 Penalty: 4461.479004
	Iteration 22Q: 3 clusters Score -1200359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1200461.000000 Penalty: 4461.479004
	Iteration 23Q: 3 clusters Score -1200461 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1200555.875000 Penalty: 4461.479004
	Iteration 24Q: 3 clusters Score -1200556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1200639.875000 Penalty: 4461.479004
	Iteration 25Q: 3 clusters Score -1200640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1200716.125000 Penalty: 4461.479004
	Iteration 26Q: 3 clusters Score -1200716 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1200781.125000 Penalty: 4461.479004
	Iteration 27Q: 3 clusters Score -1200781 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1200834.875000 Penalty: 4461.479004
	Iteration 28Q: 3 clusters Score -1200835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1200881.375000 Penalty: 4461.479004
	Iteration 29Q: 3 clusters Score -1200881 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1200918.625000 Penalty: 4461.479004
	Iteration 30Q: 3 clusters Score -1200919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1200944.125000 Penalty: 4461.479004
	Iteration 31Q: 3 clusters Score -1200944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1200952.375000 Penalty: 4461.479004
	Iteration 32Q: 3 clusters Score -1200952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1200958.625000 Penalty: 4461.479004
	Iteration 33Q: 3 clusters Score -1200959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1200964.500000 Penalty: 4461.479004
	Iteration 34Q: 3 clusters Score -1200964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1200975.875000 Penalty: 4461.479004
	Iteration 35Q: 3 clusters Score -1200976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1200983.625000 Penalty: 4461.479004
	Iteration 36Q: 3 clusters Score -1200984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1200994.375000 Penalty: 4461.479004
	Iteration 37Q: 3 clusters Score -1200994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1201012.625000 Penalty: 4461.479004
	Iteration 38Q: 3 clusters Score -1201013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1201018.500000 Penalty: 4461.479004
	Iteration 39Q: 3 clusters Score -1201018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1201023.000000 Penalty: 4461.479004
	Iteration 40F: 3 clusters Score -1201023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1201028.500000 Penalty: 4461.479004
	Iteration 41Q: 3 clusters Score -1201028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1201036.375000 Penalty: 4461.479004
	Iteration 42Q: 3 clusters Score -1201036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1201042.125000 Penalty: 4461.479004
	Iteration 43Q: 3 clusters Score -1201042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1201046.625000 Penalty: 4461.479004
	Iteration 44Q: 3 clusters Score -1201047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1201052.750000 Penalty: 4461.479004
	Iteration 45Q: 3 clusters Score -1201053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1201060.375000 Penalty: 4461.479004
	Iteration 46Q: 3 clusters Score -1201060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1201063.250000 Penalty: 4461.479004
	Iteration 47Q: 3 clusters Score -1201063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1201068.625000 Penalty: 4461.479004
	Iteration 48Q: 3 clusters Score -1201069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1201077.625000 Penalty: 4461.479004
	Iteration 49Q: 3 clusters Score -1201078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1201081.875000 Penalty: 4461.479004
	Iteration 50Q: 3 clusters Score -1201082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1201083.375000 Penalty: 4461.479004
	Iteration 51Q: 3 clusters Score -1201083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1201083.375000 Penalty: 4461.479004
	Iteration 52F: 3 clusters Score -1201083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -80649.164062 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80649.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -79109.617188 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79109.62 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79388.195312 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79388.2 nChanged 44
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: -79495.796875 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79557.984375 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -79557.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79601.453125 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -79601.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79642.265625 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -79642.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79715.945312 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -79715.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79803.734375 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -79803.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79936.195312 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -79936.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80069.578125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -80069.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80137.109375 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -80137.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80160.953125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -80160.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80171.328125 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -80171.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80173.734375 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -80173.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80173.734375 Penalty: 3197.076904
	Iteration 14F: 3 clusters Score -80173.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -1090335.375000 Penalty: 2227.862061
	Iteration 0F: 2 clusters Score -1090335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1083939.125000 Penalty: 4455.724121
	Iteration 0F: 3 clusters Score -1083939 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1085883.250000 Penalty: 4455.724121
	Iteration 1F: 3 clusters Score -1085883 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1086457.625000 Penalty: 4455.724121
	Iteration 2F: 3 clusters Score -1086458 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1086908.500000 Penalty: 4455.724121
	Iteration 3F: 3 clusters Score -1086908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1087273.625000 Penalty: 4455.724121
	Iteration 4F: 3 clusters Score -1087274 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1087561.625000 Penalty: 4455.724121
	Iteration 5F: 3 clusters Score -1087562 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1087818.750000 Penalty: 4455.724121
	Iteration 6Q: 3 clusters Score -1087819 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1088012.125000 Penalty: 4455.724121
	Iteration 7Q: 3 clusters Score -1088012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1088158.625000 Penalty: 4455.724121
	Iteration 8Q: 3 clusters Score -1088159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1088281.125000 Penalty: 4455.724121
	Iteration 9Q: 3 clusters Score -1088281 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1088381.750000 Penalty: 4455.724121
	Iteration 10Q: 3 clusters Score -1088382 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1088452.500000 Penalty: 4455.724121
	Iteration 11Q: 3 clusters Score -1088452 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1088511.125000 Penalty: 4455.724121
	Iteration 12Q: 3 clusters Score -1088511 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1088568.875000 Penalty: 4455.724121
	Iteration 13Q: 3 clusters Score -1088569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1088618.625000 Penalty: 4455.724121
	Iteration 14Q: 3 clusters Score -1088619 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1088657.000000 Penalty: 4455.724121
	Iteration 15Q: 3 clusters Score -1088657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1088696.250000 Penalty: 4455.724121
	Iteration 16Q: 3 clusters Score -1088696 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1088729.250000 Penalty: 4455.724121
	Iteration 17Q: 3 clusters Score -1088729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1088762.250000 Penalty: 4455.724121
	Iteration 18Q: 3 clusters Score -1088762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1088791.750000 Penalty: 4455.724121
	Iteration 19Q: 3 clusters Score -1088792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1088818.875000 Penalty: 4455.724121
	Iteration 20F: 3 clusters Score -1088819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1088843.625000 Penalty: 4455.724121
	Iteration 21Q: 3 clusters Score -1088844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1088872.125000 Penalty: 4455.724121
	Iteration 22Q: 3 clusters Score -1088872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1088901.875000 Penalty: 4455.724121
	Iteration 23Q: 3 clusters Score -1088902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1088924.750000 Penalty: 4455.724121
	Iteration 24Q: 3 clusters Score -1088925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1088948.000000 Penalty: 4455.724121
	Iteration 25Q: 3 clusters Score -1088948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1088971.250000 Penalty: 4455.724121
	Iteration 26Q: 3 clusters Score -1088971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1088987.625000 Penalty: 4455.724121
	Iteration 27Q: 3 clusters Score -1088988 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1089001.875000 Penalty: 4455.724121
	Iteration 28Q: 3 clusters Score -1089002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1089014.125000 Penalty: 4455.724121
	Iteration 29Q: 3 clusters Score -1089014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1089033.625000 Penalty: 4455.724121
	Iteration 30Q: 3 clusters Score -1089034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1089043.625000 Penalty: 4455.724121
	Iteration 31Q: 3 clusters Score -1089044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1089060.250000 Penalty: 4455.724121
	Iteration 32Q: 3 clusters Score -1089060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1089084.500000 Penalty: 4455.724121
	Iteration 33Q: 3 clusters Score -1089084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1089106.625000 Penalty: 4455.724121
	Iteration 34Q: 3 clusters Score -1089107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1089125.375000 Penalty: 4455.724121
	Iteration 35Q: 3 clusters Score -1089125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1089138.625000 Penalty: 4455.724121
	Iteration 36Q: 3 clusters Score -1089139 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1089151.500000 Penalty: 4455.724121
	Iteration 37Q: 3 clusters Score -1089152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1089170.625000 Penalty: 4455.724121
	Iteration 38Q: 3 clusters Score -1089171 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1089185.750000 Penalty: 4455.724121
	Iteration 39Q: 3 clusters Score -1089186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1089195.375000 Penalty: 4455.724121
	Iteration 40F: 3 clusters Score -1089195 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1089206.375000 Penalty: 4455.724121
	Iteration 41Q: 3 clusters Score -1089206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1089215.000000 Penalty: 4455.724121
	Iteration 42Q: 3 clusters Score -1089215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1089227.125000 Penalty: 4455.724121
	Iteration 43Q: 3 clusters Score -1089227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1089234.375000 Penalty: 4455.724121
	Iteration 44Q: 3 clusters Score -1089234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1089240.125000 Penalty: 4455.724121
	Iteration 45Q: 3 clusters Score -1089240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1089252.000000 Penalty: 4455.724121
	Iteration 46Q: 3 clusters Score -1089252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1089258.500000 Penalty: 4455.724121
	Iteration 47Q: 3 clusters Score -1089258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1089267.375000 Penalty: 4455.724121
	Iteration 48Q: 3 clusters Score -1089267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1089270.000000 Penalty: 4455.724121
	Iteration 49Q: 3 clusters Score -1089270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1089272.875000 Penalty: 4455.724121
	Iteration 50Q: 3 clusters Score -1089273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1089273.250000 Penalty: 4455.724121
	Iteration 51Q: 3 clusters Score -1089273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1089275.250000 Penalty: 4455.724121
	Iteration 52Q: 3 clusters Score -1089275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1089280.375000 Penalty: 4455.724121
	Iteration 53Q: 3 clusters Score -1089280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1089280.125000 Penalty: 4455.724121
	Iteration 54Q: 3 clusters Score -1089280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1089280.375000 Penalty: 4455.724121
	Iteration 55Q: 3 clusters Score -1089280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1089283.750000 Penalty: 4455.724121
	Iteration 56Q: 3 clusters Score -1089284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1089287.000000 Penalty: 4455.724121
	Iteration 57Q: 3 clusters Score -1089287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1089285.875000 Penalty: 4455.724121
	Iteration 58Q: 3 clusters Score -1089286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1089286.875000 Penalty: 4455.724121
	Iteration 59Q: 3 clusters Score -1089287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1089287.500000 Penalty: 4455.724121
	Iteration 60F: 3 clusters Score -1089288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1089288.000000 Penalty: 4455.724121
	Iteration 61Q: 3 clusters Score -1089288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1089291.500000 Penalty: 4455.724121
	Iteration 62Q: 3 clusters Score -1089292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1089292.500000 Penalty: 4455.724121
	Iteration 63Q: 3 clusters Score -1089292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1089292.375000 Penalty: 4455.724121
	Iteration 64Q: 3 clusters Score -1089292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1089294.000000 Penalty: 4455.724121
	Iteration 65Q: 3 clusters Score -1089294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1089293.625000 Penalty: 4455.724121
	Iteration 66Q: 3 clusters Score -1089294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1089293.625000 Penalty: 4455.724121
	Iteration 67Q: 3 clusters Score -1089294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1089293.625000 Penalty: 4455.724121
	Iteration 68F: 3 clusters Score -1089294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (11006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Entering Unmasked Estep 
Score: -1635487.750000 Penalty: 2307.936768
	Iteration 0F: 2 clusters Score -1635488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1627143.750000 Penalty: 4615.873535
	Iteration 0F: 3 clusters Score -1627144 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1629796.000000 Penalty: 4615.873535
	Iteration 1F: 3 clusters Score -1629796 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1630306.000000 Penalty: 4615.873535
	Iteration 2F: 3 clusters Score -1630306 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1630849.125000 Penalty: 4615.873535
	Iteration 3F: 3 clusters Score -1630849 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1631449.250000 Penalty: 4615.873535
	Iteration 4F: 3 clusters Score -1631449 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1632182.750000 Penalty: 4615.873535
	Iteration 5F: 3 clusters Score -1632183 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1632943.500000 Penalty: 4615.873535
	Iteration 6F: 3 clusters Score -1632944 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1633610.125000 Penalty: 4615.873535
	Iteration 7F: 3 clusters Score -1633610 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1634078.000000 Penalty: 4615.873535
	Iteration 8Q: 3 clusters Score -1634078 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1634391.125000 Penalty: 4615.873535
	Iteration 9Q: 3 clusters Score -1634391 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1634607.375000 Penalty: 4615.873535
	Iteration 10Q: 3 clusters Score -1634607 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1634746.875000 Penalty: 4615.873535
	Iteration 11Q: 3 clusters Score -1634747 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1634830.250000 Penalty: 4615.873535
	Iteration 12Q: 3 clusters Score -1634830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1634899.250000 Penalty: 4615.873535
	Iteration 13Q: 3 clusters Score -1634899 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1634923.000000 Penalty: 4615.873535
	Iteration 14Q: 3 clusters Score -1634923 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1634942.750000 Penalty: 4615.873535
	Iteration 15Q: 3 clusters Score -1634943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1634956.875000 Penalty: 4615.873535
	Iteration 16Q: 3 clusters Score -1634957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1634968.750000 Penalty: 4615.873535
	Iteration 17Q: 3 clusters Score -1634969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1634969.000000 Penalty: 4615.873535
	Iteration 18Q: 3 clusters Score -1634969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1634969.500000 Penalty: 4615.873535
	Iteration 19Q: 3 clusters Score -1634970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1634970.500000 Penalty: 4615.873535
	Iteration 20F: 3 clusters Score -1634970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1634972.250000 Penalty: 4615.873535
	Iteration 21Q: 3 clusters Score -1634972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1634974.000000 Penalty: 4615.873535
	Iteration 22Q: 3 clusters Score -1634974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1634975.750000 Penalty: 4615.873535
	Iteration 23Q: 3 clusters Score -1634976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1634977.125000 Penalty: 4615.873535
	Iteration 24Q: 3 clusters Score -1634977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1634973.375000 Penalty: 4615.873535
	Iteration 25Q: 3 clusters Score -1634973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1634975.625000 Penalty: 4615.873535
	Iteration 26Q: 3 clusters Score -1634976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1634979.500000 Penalty: 4615.873535
	Iteration 27Q: 3 clusters Score -1634980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1634980.125000 Penalty: 4615.873535
	Iteration 28Q: 3 clusters Score -1634980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1634980.125000 Penalty: 4615.873535
	Iteration 29F: 3 clusters Score -1634980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -151456.015625 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -151456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149504.234375 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -149504.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -150012.125000 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -150012.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -150262.375000 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -150262.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -150385.750000 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -150385.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -150471.328125 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -150471.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -150528.437500 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -150528.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -150567.062500 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -150567.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -150593.031250 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -150593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -150600.234375 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -150600.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -150613.375000 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -150613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -150628.359375 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -150628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -150634.921875 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -150634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -150640.125000 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -150640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -150640.125000 Penalty: 3463.039551
	Iteration 13F: 3 clusters Score -150640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -436429.281250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -436429.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -433222.125000 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -433222.1 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -433909.468750 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -433909.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -434093.531250 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -434093.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -434209.906250 Penalty: 3955.368408
	Iteration 3F: 3 clusters Score -434209.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -434301.093750 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -434301.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -434370.812500 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -434370.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -434425.375000 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -434425.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -434470.312500 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -434470.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -434509.937500 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -434509.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -434546.812500 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -434546.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -434580.687500 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -434580.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -434607.906250 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -434607.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -434630.812500 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -434630.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -434646.562500 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -434646.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -434658.062500 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -434658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -434664.843750 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -434664.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -434673.000000 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -434673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -434677.125000 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -434677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -434680.031250 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -434680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -434685.687500 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -434685.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -434693.281250 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -434693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -434695.218750 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -434695.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -434700.187500 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -434700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -434704.906250 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -434704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -434710.468750 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -434710.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -434713.718750 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -434713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -434717.906250 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -434717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -434721.406250 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -434721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -434727.000000 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -434727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -434733.250000 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -434733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -434735.593750 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -434735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -434736.656250 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -434736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -434737.000000 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -434737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -434738.937500 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -434738.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -434741.062500 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -434741.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -434745.187500 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -434745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -434746.687500 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -434746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -434749.468750 Penalty: 3955.368408
	Iteration 37Q: 3 clusters Score -434749.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -434750.562500 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -434750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -434751.593750 Penalty: 3955.368408
	Iteration 39Q: 3 clusters Score -434751.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -434751.593750 Penalty: 3955.368408
	Iteration 40F: 3 clusters Score -434751.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -115577.007812 Penalty: 1673.982910
	Iteration 0F: 2 clusters Score -115577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -113783.781250 Penalty: 3347.965820
	Iteration 0F: 3 clusters Score -113783.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -114162.687500 Penalty: 3347.965820
	Iteration 1F: 3 clusters Score -114162.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -114354.117188 Penalty: 3347.965820
	Iteration 2F: 3 clusters Score -114354.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -114491.507812 Penalty: 3347.965820
	Iteration 3F: 3 clusters Score -114491.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114587.109375 Penalty: 3347.965820
	Iteration 4Q: 3 clusters Score -114587.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -114659.773438 Penalty: 3347.965820
	Iteration 5Q: 3 clusters Score -114659.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -114708.492188 Penalty: 3347.965820
	Iteration 6Q: 3 clusters Score -114708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -114754.976562 Penalty: 3347.965820
	Iteration 7Q: 3 clusters Score -114755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -114785.437500 Penalty: 3347.965820
	Iteration 8Q: 3 clusters Score -114785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -114803.937500 Penalty: 3347.965820
	Iteration 9Q: 3 clusters Score -114803.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114824.882812 Penalty: 3347.965820
	Iteration 10Q: 3 clusters Score -114824.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -114842.664062 Penalty: 3347.965820
	Iteration 11Q: 3 clusters Score -114842.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -114856.757812 Penalty: 3347.965820
	Iteration 12Q: 3 clusters Score -114856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -114872.773438 Penalty: 3347.965820
	Iteration 13Q: 3 clusters Score -114872.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114879.359375 Penalty: 3347.965820
	Iteration 14Q: 3 clusters Score -114879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -114888.960938 Penalty: 3347.965820
	Iteration 15Q: 3 clusters Score -114889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -114900.726562 Penalty: 3347.965820
	Iteration 16Q: 3 clusters Score -114900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114906.023438 Penalty: 3347.965820
	Iteration 17Q: 3 clusters Score -114906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114907.187500 Penalty: 3347.965820
	Iteration 18Q: 3 clusters Score -114907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114911.570312 Penalty: 3347.965820
	Iteration 19Q: 3 clusters Score -114911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114916.718750 Penalty: 3347.965820
	Iteration 20F: 3 clusters Score -114916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114922.281250 Penalty: 3347.965820
	Iteration 21Q: 3 clusters Score -114922.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114923.617188 Penalty: 3347.965820
	Iteration 22Q: 3 clusters Score -114923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114926.671875 Penalty: 3347.965820
	Iteration 23Q: 3 clusters Score -114926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114928.726562 Penalty: 3347.965820
	Iteration 24Q: 3 clusters Score -114928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -114928.726562 Penalty: 3347.965820
	Iteration 25F: 3 clusters Score -114928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -685936.562500 Penalty: 2129.135986
	Iteration 0F: 2 clusters Score -685936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -681286.375000 Penalty: 4258.271973
	Iteration 0F: 3 clusters Score -681286.4 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -682661.187500 Penalty: 4258.271973
	Iteration 1F: 3 clusters Score -682661.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -683222.500000 Penalty: 4258.271973
	Iteration 2F: 3 clusters Score -683222.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -683662.875000 Penalty: 4258.271973
	Iteration 3F: 3 clusters Score -683662.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -683970.562500 Penalty: 4258.271973
	Iteration 4F: 3 clusters Score -683970.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -684165.500000 Penalty: 4258.271973
	Iteration 5Q: 3 clusters Score -684165.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -684310.000000 Penalty: 4258.271973
	Iteration 6Q: 3 clusters Score -684310 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -684423.562500 Penalty: 4258.271973
	Iteration 7Q: 3 clusters Score -684423.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -684506.375000 Penalty: 4258.271973
	Iteration 8Q: 3 clusters Score -684506.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -684564.500000 Penalty: 4258.271973
	Iteration 9Q: 3 clusters Score -684564.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -684608.125000 Penalty: 4258.271973
	Iteration 10Q: 3 clusters Score -684608.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -684639.562500 Penalty: 4258.271973
	Iteration 11Q: 3 clusters Score -684639.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -684668.375000 Penalty: 4258.271973
	Iteration 12Q: 3 clusters Score -684668.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -684691.625000 Penalty: 4258.271973
	Iteration 13Q: 3 clusters Score -684691.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -684707.187500 Penalty: 4258.271973
	Iteration 14Q: 3 clusters Score -684707.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -684722.250000 Penalty: 4258.271973
	Iteration 15Q: 3 clusters Score -684722.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -684742.625000 Penalty: 4258.271973
	Iteration 16Q: 3 clusters Score -684742.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -684763.687500 Penalty: 4258.271973
	Iteration 17Q: 3 clusters Score -684763.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -684778.500000 Penalty: 4258.271973
	Iteration 18Q: 3 clusters Score -684778.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -684795.750000 Penalty: 4258.271973
	Iteration 19Q: 3 clusters Score -684795.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -684809.000000 Penalty: 4258.271973
	Iteration 20F: 3 clusters Score -684809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -684825.875000 Penalty: 4258.271973
	Iteration 21Q: 3 clusters Score -684825.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -684835.375000 Penalty: 4258.271973
	Iteration 22Q: 3 clusters Score -684835.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -684848.625000 Penalty: 4258.271973
	Iteration 23Q: 3 clusters Score -684848.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -684855.562500 Penalty: 4258.271973
	Iteration 24Q: 3 clusters Score -684855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -684859.062500 Penalty: 4258.271973
	Iteration 25Q: 3 clusters Score -684859.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -684864.750000 Penalty: 4258.271973
	Iteration 26Q: 3 clusters Score -684864.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -684872.812500 Penalty: 4258.271973
	Iteration 27Q: 3 clusters Score -684872.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -684877.187500 Penalty: 4258.271973
	Iteration 28Q: 3 clusters Score -684877.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -684881.812500 Penalty: 4258.271973
	Iteration 29Q: 3 clusters Score -684881.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -684889.750000 Penalty: 4258.271973
	Iteration 30Q: 3 clusters Score -684889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -684893.812500 Penalty: 4258.271973
	Iteration 31Q: 3 clusters Score -684893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -684894.875000 Penalty: 4258.271973
	Iteration 32Q: 3 clusters Score -684894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -684895.625000 Penalty: 4258.271973
	Iteration 33Q: 3 clusters Score -684895.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -684896.625000 Penalty: 4258.271973
	Iteration 34Q: 3 clusters Score -684896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -684896.500000 Penalty: 4258.271973
	Iteration 35Q: 3 clusters Score -684896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684897.000000 Penalty: 4258.271973
	Iteration 36Q: 3 clusters Score -684897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684898.250000 Penalty: 4258.271973
	Iteration 37Q: 3 clusters Score -684898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684897.375000 Penalty: 4258.271973
	Iteration 38Q: 3 clusters Score -684897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -684899.000000 Penalty: 4258.271973
	Iteration 39Q: 3 clusters Score -684899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -684898.437500 Penalty: 4258.271973
	Iteration 40F: 3 clusters Score -684898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684899.437500 Penalty: 4258.271973
	Iteration 41Q: 3 clusters Score -684899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684900.562500 Penalty: 4258.271973
	Iteration 42Q: 3 clusters Score -684900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684901.125000 Penalty: 4258.271973
	Iteration 43Q: 3 clusters Score -684901.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -684901.125000 Penalty: 4258.271973
	Iteration 44F: 3 clusters Score -684901.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (29467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Entering Unmasked Estep 
Score: -4401778.000000 Penalty: 2552.174561
	Iteration 0F: 2 clusters Score -4401778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -4381577.000000 Penalty: 5104.349121
	Iteration 0F: 3 clusters Score -4381577 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4388697.000000 Penalty: 5104.349121
	Iteration 1F: 3 clusters Score -4388697 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -4389095.500000 Penalty: 5104.349121
	Iteration 2Q: 3 clusters Score -4389096 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4389428.500000 Penalty: 5104.349121
	Iteration 3Q: 3 clusters Score -4389428 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4389739.000000 Penalty: 5104.349121
	Iteration 4Q: 3 clusters Score -4389739 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4390074.500000 Penalty: 5104.349121
	Iteration 5Q: 3 clusters Score -4390074 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4390387.000000 Penalty: 5104.349121
	Iteration 6Q: 3 clusters Score -4390387 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4390694.000000 Penalty: 5104.349121
	Iteration 7Q: 3 clusters Score -4390694 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4391096.500000 Penalty: 5104.349121
	Iteration 8Q: 3 clusters Score -4391096 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -4391614.500000 Penalty: 5104.349121
	Iteration 9Q: 3 clusters Score -4391614 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -4392397.000000 Penalty: 5104.349121
	Iteration 10Q: 3 clusters Score -4392397 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -4393448.000000 Penalty: 5104.349121
	Iteration 11F: 3 clusters Score -4393448 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4394660.500000 Penalty: 5104.349121
	Iteration 12F: 3 clusters Score -4394660 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -4395937.500000 Penalty: 5104.349121
	Iteration 13F: 3 clusters Score -4395938 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -4397169.500000 Penalty: 5104.349121
	Iteration 14Q: 3 clusters Score -4397170 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -4398059.000000 Penalty: 5104.349121
	Iteration 15Q: 3 clusters Score -4398059 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -4398636.500000 Penalty: 5104.349121
	Iteration 16Q: 3 clusters Score -4398636 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4398954.500000 Penalty: 5104.349121
	Iteration 17Q: 3 clusters Score -4398954 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4399162.500000 Penalty: 5104.349121
	Iteration 18Q: 3 clusters Score -4399162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4399290.500000 Penalty: 5104.349121
	Iteration 19Q: 3 clusters Score -4399290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4399375.500000 Penalty: 5104.349121
	Iteration 20F: 3 clusters Score -4399376 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4399413.000000 Penalty: 5104.349121
	Iteration 21Q: 3 clusters Score -4399413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -4399434.500000 Penalty: 5104.349121
	Iteration 22Q: 3 clusters Score -4399434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4399460.000000 Penalty: 5104.349121
	Iteration 23Q: 3 clusters Score -4399460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4399478.500000 Penalty: 5104.349121
	Iteration 24Q: 3 clusters Score -4399478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4399496.500000 Penalty: 5104.349121
	Iteration 25Q: 3 clusters Score -4399496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4399514.000000 Penalty: 5104.349121
	Iteration 26Q: 3 clusters Score -4399514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4399523.500000 Penalty: 5104.349121
	Iteration 27Q: 3 clusters Score -4399524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4399532.000000 Penalty: 5104.349121
	Iteration 28Q: 3 clusters Score -4399532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4399540.500000 Penalty: 5104.349121
	Iteration 29Q: 3 clusters Score -4399540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4399542.500000 Penalty: 5104.349121
	Iteration 30Q: 3 clusters Score -4399542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -4399552.500000 Penalty: 5104.349121
	Iteration 31Q: 3 clusters Score -4399552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4399555.500000 Penalty: 5104.349121
	Iteration 32Q: 3 clusters Score -4399556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4399566.000000 Penalty: 5104.349121
	Iteration 33Q: 3 clusters Score -4399566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -4399573.000000 Penalty: 5104.349121
	Iteration 34Q: 3 clusters Score -4399573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -4399573.500000 Penalty: 5104.349121
	Iteration 35Q: 3 clusters Score -4399574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4399580.500000 Penalty: 5104.349121
	Iteration 36Q: 3 clusters Score -4399580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -4399584.000000 Penalty: 5104.349121
	Iteration 37Q: 3 clusters Score -4399584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4399585.000000 Penalty: 5104.349121
	Iteration 38Q: 3 clusters Score -4399585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4399584.000000 Penalty: 5104.349121
	Iteration 39Q: 3 clusters Score -4399584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4399585.000000 Penalty: 5104.349121
	Iteration 40F: 3 clusters Score -4399585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -4399589.000000 Penalty: 5104.349121
	Iteration 41Q: 3 clusters Score -4399589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4399591.000000 Penalty: 5104.349121
	Iteration 42Q: 3 clusters Score -4399591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4399595.500000 Penalty: 5104.349121
	Iteration 43Q: 3 clusters Score -4399596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4399595.500000 Penalty: 5104.349121
	Iteration 44F: 3 clusters Score -4399596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (20818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Entering Unmasked Estep 
Score: -3080920.750000 Penalty: 2466.006104
	Iteration 0F: 2 clusters Score -3080921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -3066365.500000 Penalty: 4932.012207
	Iteration 0F: 3 clusters Score -3066366 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -3071603.250000 Penalty: 4932.012207
	Iteration 1F: 3 clusters Score -3071603 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3072325.500000 Penalty: 4932.012207
	Iteration 2F: 3 clusters Score -3072326 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3073102.250000 Penalty: 4932.012207
	Iteration 3F: 3 clusters Score -3073102 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3073993.750000 Penalty: 4932.012207
	Iteration 4F: 3 clusters Score -3073994 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3074913.500000 Penalty: 4932.012207
	Iteration 5F: 3 clusters Score -3074914 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3075724.750000 Penalty: 4932.012207
	Iteration 6F: 3 clusters Score -3075725 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -3076433.500000 Penalty: 4932.012207
	Iteration 7Q: 3 clusters Score -3076434 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3076992.250000 Penalty: 4932.012207
	Iteration 8Q: 3 clusters Score -3076992 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3077465.000000 Penalty: 4932.012207
	Iteration 9Q: 3 clusters Score -3077465 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3077838.250000 Penalty: 4932.012207
	Iteration 10Q: 3 clusters Score -3077838 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -3078115.500000 Penalty: 4932.012207
	Iteration 11Q: 3 clusters Score -3078116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -3078322.000000 Penalty: 4932.012207
	Iteration 12Q: 3 clusters Score -3078322 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3078471.500000 Penalty: 4932.012207
	Iteration 13Q: 3 clusters Score -3078472 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3078609.500000 Penalty: 4932.012207
	Iteration 14Q: 3 clusters Score -3078610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3078696.000000 Penalty: 4932.012207
	Iteration 15Q: 3 clusters Score -3078696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3078749.000000 Penalty: 4932.012207
	Iteration 16Q: 3 clusters Score -3078749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3078773.000000 Penalty: 4932.012207
	Iteration 17Q: 3 clusters Score -3078773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3078789.000000 Penalty: 4932.012207
	Iteration 18Q: 3 clusters Score -3078789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3078803.000000 Penalty: 4932.012207
	Iteration 19Q: 3 clusters Score -3078803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3078808.000000 Penalty: 4932.012207
	Iteration 20F: 3 clusters Score -3078808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3078815.250000 Penalty: 4932.012207
	Iteration 21Q: 3 clusters Score -3078815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3078822.750000 Penalty: 4932.012207
	Iteration 22Q: 3 clusters Score -3078823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -3078827.500000 Penalty: 4932.012207
	Iteration 23Q: 3 clusters Score -3078828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3078830.000000 Penalty: 4932.012207
	Iteration 24Q: 3 clusters Score -3078830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3078832.750000 Penalty: 4932.012207
	Iteration 25Q: 3 clusters Score -3078833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3078835.000000 Penalty: 4932.012207
	Iteration 26Q: 3 clusters Score -3078835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3078835.000000 Penalty: 4932.012207
	Iteration 27F: 3 clusters Score -3078835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -108107.828125 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -108107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106355.523438 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -106355.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106599.718750 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -106599.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -106680.281250 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -106680.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -106746.726562 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -106746.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -106790.203125 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -106790.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106868.953125 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -106869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106950.703125 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -106950.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107011.507812 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -107011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -107036.531250 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -107036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107057.242188 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -107057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107074.179688 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -107074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -107084.289062 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -107084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107088.835938 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -107088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -107088.835938 Penalty: 3309.955811
	Iteration 13F: 3 clusters Score -107088.8 nChanged 0
--- Evaluating fit on full set of 2408835 points ---
Entering Unmasked Estep 
Score: -345639744.000000 Penalty: 178569.421875
21->50 Clusters: Score -345639744.000000, best is -345651936.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 802945 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 37986 members 
Mstep: Class 3 contains 38009 members 
Mstep: Class 4 contains 38375 members 
Mstep: Class 5 contains 38557 members 
Mstep: Class 6 contains 38140 members 
Mstep: Class 7 contains 38341 members 
Mstep: Class 8 contains 38255 members 
Mstep: Class 9 contains 38282 members 
Mstep: Class 10 contains 38827 members 
Mstep: Class 11 contains 38506 members 
Mstep: Class 12 contains 38110 members 
Mstep: Class 13 contains 38185 members 
Mstep: Class 14 contains 38269 members 
Mstep: Class 15 contains 38288 members 
Mstep: Class 16 contains 38304 members 
Mstep: Class 17 contains 38066 members 
Mstep: Class 18 contains 38095 members 
Mstep: Class 19 contains 37924 members 
Mstep: Class 20 contains 38076 members 
Mstep: Class 21 contains 38139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2296.565674 but Gain 3371.820312
Score: -107545592.000000 Penalty: 67436.367188
Iteration 0F: 21 clusters Score -1.075456e+08 nChanged 764189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3242 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 69259 members 
Mstep: Class 3 contains 16905 members 
Mstep: Class 4 contains 12896 members 
Mstep: Class 5 contains 10445 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 13090 members 
Mstep: Class 8 contains 4699 members 
Mstep: Class 9 contains 14876 members 
Mstep: Class 10 contains 28171 members 
Mstep: Class 11 contains 9525 members 
Mstep: Class 12 contains 504570 members 
Mstep: Class 13 contains 14085 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 15 contains 29842 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 7761 members 
Mstep: Class 18 contains 15018 members 
Mstep: Class 20 contains 7463 members 
Mstep: Class 21 contains 9408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111419824.000000 Penalty: 67436.367188
Iteration 1F: 21 clusters Score -1.114198e+08 nChanged 279335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1689 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 116482 members 
Mstep: Class 3 contains 22629 members 
Mstep: Class 4 contains 13078 members 
Mstep: Class 5 contains 10896 members 
Mstep: Class 6 contains 2369 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 15487 members 
Mstep: Class 10 contains 18406 members 
Mstep: Class 11 contains 3083 members 
Mstep: Class 12 contains 458146 members 
Mstep: Class 13 contains 24929 members 
Mstep: Class 14 contains 19690 members 
Mstep: Class 15 contains 39574 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112798432.000000 Penalty: 67436.367188
Iteration 2F: 21 clusters Score -1.127984e+08 nChanged 216063
Entering Unmasked Mstep 
Mstep: Class 0 contains 426 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 161998 members 
Mstep: Class 3 contains 41513 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 2862 members 
Mstep: Class 7 contains 9437 members 
Mstep: Class 8 contains 3262 members 
Mstep: Class 9 contains 20656 members 
Mstep: Class 10 contains 17055 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 352318 members 
Mstep: Class 13 contains 27585 members 
Mstep: Class 14 contains 38084 members 
Mstep: Class 15 contains 44195 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 17 contains 10117 members 
Mstep: Class 18 contains 8020 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113609080.000000 Penalty: 67436.367188
Iteration 3F: 21 clusters Score -1.136091e+08 nChanged 167659
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 172191 members 
Mstep: Class 3 contains 59395 members 
Mstep: Class 4 contains 24522 members 
Mstep: Class 5 contains 27309 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 23772 members 
Mstep: Class 10 contains 22826 members 
Mstep: Class 11 contains 4649 members 
Mstep: Class 12 contains 279160 members 
Mstep: Class 13 contains 26564 members 
Mstep: Class 14 contains 56986 members 
Mstep: Class 15 contains 42034 members 
Mstep: Class 16 contains 3748 members 
Mstep: Class 17 contains 10956 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 20 contains 12768 members 
Mstep: Class 21 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114023392.000000 Penalty: 67436.367188
Iteration 4F: 21 clusters Score -1.140234e+08 nChanged 129232
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 156948 members 
Mstep: Class 3 contains 73622 members 
Mstep: Class 4 contains 31103 members 
Mstep: Class 5 contains 41522 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 13326 members 
Mstep: Class 8 contains 2487 members 
Mstep: Class 9 contains 25189 members 
Mstep: Class 10 contains 29875 members 
Mstep: Class 11 contains 6615 members 
Mstep: Class 12 contains 238861 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 64664 members 
Mstep: Class 15 contains 40292 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 20 contains 13357 members 
Mstep: Class 21 contains 4334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114248288.000000 Penalty: 67436.367188
Iteration 5F: 21 clusters Score -1.142483e+08 nChanged 100039
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 139342 members 
Mstep: Class 3 contains 85380 members 
Mstep: Class 4 contains 37766 members 
Mstep: Class 5 contains 56991 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 17163 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 25014 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 8310 members 
Mstep: Class 12 contains 209272 members 
Mstep: Class 13 contains 24038 members 
Mstep: Class 14 contains 66084 members 
Mstep: Class 15 contains 38539 members 
Mstep: Class 16 contains 3749 members 
Mstep: Class 17 contains 16091 members 
Mstep: Class 18 contains 8448 members 
Mstep: Class 20 contains 13621 members 
Mstep: Class 21 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114423896.000000 Penalty: 67436.367188
Iteration 6F: 21 clusters Score -1.144239e+08 nChanged 81022
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 125014 members 
Mstep: Class 3 contains 94202 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 68208 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 20785 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 23788 members 
Mstep: Class 10 contains 34839 members 
Mstep: Class 11 contains 9657 members 
Mstep: Class 12 contains 190621 members 
Mstep: Class 13 contains 23928 members 
Mstep: Class 14 contains 63537 members 
Mstep: Class 15 contains 35650 members 
Mstep: Class 16 contains 3780 members 
Mstep: Class 17 contains 19959 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 20 contains 13647 members 
Mstep: Class 21 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114553224.000000 Penalty: 67436.367188
Iteration 7F: 21 clusters Score -1.145532e+08 nChanged 65580
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 115877 members 
Mstep: Class 3 contains 98492 members 
Mstep: Class 4 contains 51196 members 
Mstep: Class 5 contains 75027 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 23651 members 
Mstep: Class 8 contains 3440 members 
Mstep: Class 9 contains 24403 members 
Mstep: Class 10 contains 35645 members 
Mstep: Class 11 contains 10732 members 
Mstep: Class 12 contains 179562 members 
Mstep: Class 13 contains 22619 members 
Mstep: Class 14 contains 59071 members 
Mstep: Class 15 contains 32381 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 24156 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 20 contains 13570 members 
Mstep: Class 21 contains 7246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114638928.000000 Penalty: 67436.367188
Iteration 8F: 21 clusters Score -1.146389e+08 nChanged 52024
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 110253 members 
Mstep: Class 3 contains 99123 members 
Mstep: Class 4 contains 56937 members 
Mstep: Class 5 contains 79433 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 25825 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 36112 members 
Mstep: Class 11 contains 11567 members 
Mstep: Class 12 contains 172084 members 
Mstep: Class 13 contains 20769 members 
Mstep: Class 14 contains 54591 members 
Mstep: Class 15 contains 30026 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 28264 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114692736.000000 Penalty: 67436.367188
Iteration 9F: 21 clusters Score -1.146927e+08 nChanged 41237
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 106086 members 
Mstep: Class 3 contains 97974 members 
Mstep: Class 4 contains 61356 members 
Mstep: Class 5 contains 82617 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 27615 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 28197 members 
Mstep: Class 10 contains 36246 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 167272 members 
Mstep: Class 13 contains 19116 members 
Mstep: Class 14 contains 50741 members 
Mstep: Class 15 contains 28491 members 
Mstep: Class 16 contains 3831 members 
Mstep: Class 17 contains 31708 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 20 contains 13359 members 
Mstep: Class 21 contains 8997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114727144.000000 Penalty: 67436.367188
Iteration 10F: 21 clusters Score -1.147271e+08 nChanged 33747
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 102504 members 
Mstep: Class 3 contains 96360 members 
Mstep: Class 4 contains 64761 members 
Mstep: Class 5 contains 85057 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 28931 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 30308 members 
Mstep: Class 10 contains 36174 members 
Mstep: Class 11 contains 12435 members 
Mstep: Class 12 contains 163790 members 
Mstep: Class 13 contains 17771 members 
Mstep: Class 14 contains 47731 members 
Mstep: Class 15 contains 27157 members 
Mstep: Class 16 contains 3833 members 
Mstep: Class 17 contains 34787 members 
Mstep: Class 18 contains 13435 members 
Mstep: Class 20 contains 13238 members 
Mstep: Class 21 contains 9768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114750976.000000 Penalty: 67436.367188
Iteration 11Q: 21 clusters Score -1.14751e+08 nChanged 27883
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 99349 members 
Mstep: Class 3 contains 94772 members 
Mstep: Class 4 contains 67586 members 
Mstep: Class 5 contains 86689 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 29858 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 32729 members 
Mstep: Class 10 contains 35926 members 
Mstep: Class 11 contains 12546 members 
Mstep: Class 12 contains 161064 members 
Mstep: Class 13 contains 16778 members 
Mstep: Class 14 contains 45430 members 
Mstep: Class 15 contains 25876 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 37347 members 
Mstep: Class 18 contains 14308 members 
Mstep: Class 20 contains 13174 members 
Mstep: Class 21 contains 10488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114768672.000000 Penalty: 67436.367188
Iteration 12Q: 21 clusters Score -1.147687e+08 nChanged 23806
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 96623 members 
Mstep: Class 3 contains 93373 members 
Mstep: Class 4 contains 70299 members 
Mstep: Class 5 contains 87578 members 
Mstep: Class 6 contains 1929 members 
Mstep: Class 7 contains 30397 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 35260 members 
Mstep: Class 10 contains 35654 members 
Mstep: Class 11 contains 12516 members 
Mstep: Class 12 contains 158434 members 
Mstep: Class 13 contains 16074 members 
Mstep: Class 14 contains 43683 members 
Mstep: Class 15 contains 24692 members 
Mstep: Class 16 contains 3835 members 
Mstep: Class 17 contains 39531 members 
Mstep: Class 18 contains 14907 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 11244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114783296.000000 Penalty: 67436.367188
Iteration 13Q: 21 clusters Score -1.147833e+08 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 94588 members 
Mstep: Class 3 contains 92036 members 
Mstep: Class 4 contains 72836 members 
Mstep: Class 5 contains 87836 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 4257 members 
Mstep: Class 9 contains 37772 members 
Mstep: Class 10 contains 35351 members 
Mstep: Class 11 contains 12398 members 
Mstep: Class 12 contains 155875 members 
Mstep: Class 13 contains 15574 members 
Mstep: Class 14 contains 42328 members 
Mstep: Class 15 contains 23771 members 
Mstep: Class 16 contains 3836 members 
Mstep: Class 17 contains 41435 members 
Mstep: Class 18 contains 15244 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 11964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114795416.000000 Penalty: 67436.367188
Iteration 14Q: 21 clusters Score -1.147954e+08 nChanged 18511
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 93439 members 
Mstep: Class 3 contains 90685 members 
Mstep: Class 4 contains 74911 members 
Mstep: Class 5 contains 87661 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 30775 members 
Mstep: Class 8 contains 4345 members 
Mstep: Class 9 contains 39922 members 
Mstep: Class 10 contains 35026 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 12 contains 153312 members 
Mstep: Class 13 contains 15274 members 
Mstep: Class 14 contains 41365 members 
Mstep: Class 15 contains 23019 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 43284 members 
Mstep: Class 18 contains 15372 members 
Mstep: Class 20 contains 13053 members 
Mstep: Class 21 contains 12682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114805664.000000 Penalty: 67436.367188
Iteration 15Q: 21 clusters Score -1.148057e+08 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 93261 members 
Mstep: Class 3 contains 89445 members 
Mstep: Class 4 contains 76624 members 
Mstep: Class 5 contains 87297 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 30713 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 34681 members 
Mstep: Class 11 contains 12019 members 
Mstep: Class 12 contains 150759 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 40586 members 
Mstep: Class 15 contains 22447 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 45254 members 
Mstep: Class 18 contains 15224 members 
Mstep: Class 20 contains 13024 members 
Mstep: Class 21 contains 13511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114813000.000000 Penalty: 67436.367188
Iteration 16Q: 21 clusters Score -1.14813e+08 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 93726 members 
Mstep: Class 3 contains 88404 members 
Mstep: Class 4 contains 77915 members 
Mstep: Class 5 contains 86775 members 
Mstep: Class 6 contains 1697 members 
Mstep: Class 7 contains 30535 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 34390 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 147951 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 40068 members 
Mstep: Class 15 contains 21952 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 47627 members 
Mstep: Class 18 contains 14803 members 
Mstep: Class 20 contains 13003 members 
Mstep: Class 21 contains 14441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114819400.000000 Penalty: 67436.367188
Iteration 17Q: 21 clusters Score -1.148194e+08 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 94484 members 
Mstep: Class 3 contains 87520 members 
Mstep: Class 4 contains 78890 members 
Mstep: Class 5 contains 86139 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 30282 members 
Mstep: Class 8 contains 4537 members 
Mstep: Class 9 contains 42809 members 
Mstep: Class 10 contains 34120 members 
Mstep: Class 11 contains 11443 members 
Mstep: Class 12 contains 145007 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 39690 members 
Mstep: Class 15 contains 21589 members 
Mstep: Class 16 contains 3879 members 
Mstep: Class 17 contains 50345 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 20 contains 13008 members 
Mstep: Class 21 contains 15389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114824872.000000 Penalty: 67436.367188
Iteration 18Q: 21 clusters Score -1.148249e+08 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 95335 members 
Mstep: Class 3 contains 86808 members 
Mstep: Class 4 contains 79471 members 
Mstep: Class 5 contains 85490 members 
Mstep: Class 6 contains 1629 members 
Mstep: Class 7 contains 29969 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 43181 members 
Mstep: Class 10 contains 33870 members 
Mstep: Class 11 contains 11091 members 
Mstep: Class 12 contains 142009 members 
Mstep: Class 13 contains 15016 members 
Mstep: Class 14 contains 39451 members 
Mstep: Class 15 contains 21310 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 53126 members 
Mstep: Class 18 contains 14223 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 16394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114830864.000000 Penalty: 67436.367188
Iteration 19Q: 21 clusters Score -1.148309e+08 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 96220 members 
Mstep: Class 3 contains 86245 members 
Mstep: Class 4 contains 79677 members 
Mstep: Class 5 contains 84843 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 43382 members 
Mstep: Class 10 contains 33636 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 138846 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 39347 members 
Mstep: Class 15 contains 21058 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 56091 members 
Mstep: Class 18 contains 14421 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 17320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114839440.000000 Penalty: 67436.367188
Iteration 20F: 21 clusters Score -1.148394e+08 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 97032 members 
Mstep: Class 3 contains 85722 members 
Mstep: Class 4 contains 79520 members 
Mstep: Class 5 contains 84216 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 29269 members 
Mstep: Class 8 contains 4640 members 
Mstep: Class 9 contains 43503 members 
Mstep: Class 10 contains 33438 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 135588 members 
Mstep: Class 13 contains 15154 members 
Mstep: Class 14 contains 39389 members 
Mstep: Class 15 contains 20822 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 59630 members 
Mstep: Class 18 contains 14236 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114849104.000000 Penalty: 67436.367188
Iteration 21Q: 21 clusters Score -1.148491e+08 nChanged 12226
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 97847 members 
Mstep: Class 3 contains 85190 members 
Mstep: Class 4 contains 78964 members 
Mstep: Class 5 contains 83569 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 28900 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 9 contains 43602 members 
Mstep: Class 10 contains 33252 members 
Mstep: Class 11 contains 9637 members 
Mstep: Class 12 contains 132502 members 
Mstep: Class 13 contains 15255 members 
Mstep: Class 14 contains 39545 members 
Mstep: Class 15 contains 20576 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 62807 members 
Mstep: Class 18 contains 14830 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 19211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114858800.000000 Penalty: 67436.367188
Iteration 22Q: 21 clusters Score -1.148588e+08 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 98578 members 
Mstep: Class 3 contains 84654 members 
Mstep: Class 4 contains 77996 members 
Mstep: Class 5 contains 82851 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 28527 members 
Mstep: Class 8 contains 4717 members 
Mstep: Class 9 contains 43695 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 9243 members 
Mstep: Class 12 contains 129963 members 
Mstep: Class 13 contains 15381 members 
Mstep: Class 14 contains 39840 members 
Mstep: Class 15 contains 20330 members 
Mstep: Class 16 contains 3923 members 
Mstep: Class 17 contains 65634 members 
Mstep: Class 18 contains 15763 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 20024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114869192.000000 Penalty: 67436.367188
Iteration 23Q: 21 clusters Score -1.148692e+08 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 99350 members 
Mstep: Class 3 contains 84137 members 
Mstep: Class 4 contains 76854 members 
Mstep: Class 5 contains 82091 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 28131 members 
Mstep: Class 8 contains 4737 members 
Mstep: Class 9 contains 43761 members 
Mstep: Class 10 contains 32958 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 128492 members 
Mstep: Class 13 contains 15535 members 
Mstep: Class 14 contains 40104 members 
Mstep: Class 15 contains 20148 members 
Mstep: Class 16 contains 3931 members 
Mstep: Class 17 contains 67596 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 20666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114876512.000000 Penalty: 67436.367188
Iteration 24Q: 21 clusters Score -1.148765e+08 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 100033 members 
Mstep: Class 3 contains 83650 members 
Mstep: Class 4 contains 75784 members 
Mstep: Class 5 contains 81384 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 4754 members 
Mstep: Class 9 contains 43814 members 
Mstep: Class 10 contains 32816 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 128056 members 
Mstep: Class 13 contains 15680 members 
Mstep: Class 14 contains 40207 members 
Mstep: Class 15 contains 19947 members 
Mstep: Class 16 contains 3928 members 
Mstep: Class 17 contains 68663 members 
Mstep: Class 18 contains 17909 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 21195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114881024.000000 Penalty: 67436.367188
Iteration 25Q: 21 clusters Score -1.14881e+08 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 100701 members 
Mstep: Class 3 contains 83255 members 
Mstep: Class 4 contains 74946 members 
Mstep: Class 5 contains 80718 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 27519 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 43835 members 
Mstep: Class 10 contains 32707 members 
Mstep: Class 11 contains 8648 members 
Mstep: Class 12 contains 128168 members 
Mstep: Class 13 contains 15801 members 
Mstep: Class 14 contains 40165 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 69138 members 
Mstep: Class 18 contains 18892 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 21557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114883224.000000 Penalty: 67436.367188
Iteration 26Q: 21 clusters Score -1.148832e+08 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 101355 members 
Mstep: Class 3 contains 82924 members 
Mstep: Class 4 contains 74305 members 
Mstep: Class 5 contains 80099 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 27285 members 
Mstep: Class 8 contains 4794 members 
Mstep: Class 9 contains 43866 members 
Mstep: Class 10 contains 32639 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 12 contains 128475 members 
Mstep: Class 13 contains 15904 members 
Mstep: Class 14 contains 39989 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 3943 members 
Mstep: Class 17 contains 69335 members 
Mstep: Class 18 contains 19763 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 21822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114884376.000000 Penalty: 67436.367188
Iteration 27Q: 21 clusters Score -1.148844e+08 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 101976 members 
Mstep: Class 3 contains 82659 members 
Mstep: Class 4 contains 73845 members 
Mstep: Class 5 contains 79605 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 27077 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 43896 members 
Mstep: Class 10 contains 32560 members 
Mstep: Class 11 contains 8529 members 
Mstep: Class 12 contains 128780 members 
Mstep: Class 13 contains 15997 members 
Mstep: Class 14 contains 39740 members 
Mstep: Class 15 contains 19347 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 69400 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 20 contains 12974 members 
Mstep: Class 21 contains 22026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114886024.000000 Penalty: 67436.367188
Iteration 28Q: 21 clusters Score -1.14886e+08 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 102550 members 
Mstep: Class 3 contains 82416 members 
Mstep: Class 4 contains 73441 members 
Mstep: Class 5 contains 79164 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 26907 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 43921 members 
Mstep: Class 10 contains 32499 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 129127 members 
Mstep: Class 13 contains 16067 members 
Mstep: Class 14 contains 39485 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 3952 members 
Mstep: Class 17 contains 69375 members 
Mstep: Class 18 contains 21217 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 22144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114886616.000000 Penalty: 67436.367188
Iteration 29Q: 21 clusters Score -1.148866e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 103056 members 
Mstep: Class 3 contains 82220 members 
Mstep: Class 4 contains 73099 members 
Mstep: Class 5 contains 78783 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 26799 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 43947 members 
Mstep: Class 10 contains 32455 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 129374 members 
Mstep: Class 13 contains 16121 members 
Mstep: Class 14 contains 39200 members 
Mstep: Class 15 contains 19018 members 
Mstep: Class 16 contains 3958 members 
Mstep: Class 17 contains 69316 members 
Mstep: Class 18 contains 21833 members 
Mstep: Class 20 contains 12985 members 
Mstep: Class 21 contains 22281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114887288.000000 Penalty: 67436.367188
Iteration 30Q: 21 clusters Score -1.148873e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 103510 members 
Mstep: Class 3 contains 82060 members 
Mstep: Class 4 contains 72804 members 
Mstep: Class 5 contains 78473 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 26722 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 43967 members 
Mstep: Class 10 contains 32418 members 
Mstep: Class 11 contains 8515 members 
Mstep: Class 12 contains 129599 members 
Mstep: Class 13 contains 16157 members 
Mstep: Class 14 contains 38879 members 
Mstep: Class 15 contains 18886 members 
Mstep: Class 16 contains 3962 members 
Mstep: Class 17 contains 69213 members 
Mstep: Class 18 contains 22419 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114888248.000000 Penalty: 67436.367188
Iteration 31Q: 21 clusters Score -1.148882e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 103968 members 
Mstep: Class 3 contains 81944 members 
Mstep: Class 4 contains 72496 members 
Mstep: Class 5 contains 78195 members 
Mstep: Class 6 contains 1358 members 
Mstep: Class 7 contains 26655 members 
Mstep: Class 8 contains 4807 members 
Mstep: Class 9 contains 43972 members 
Mstep: Class 10 contains 32396 members 
Mstep: Class 11 contains 8519 members 
Mstep: Class 12 contains 129786 members 
Mstep: Class 13 contains 16182 members 
Mstep: Class 14 contains 38557 members 
Mstep: Class 15 contains 18793 members 
Mstep: Class 16 contains 3965 members 
Mstep: Class 17 contains 69102 members 
Mstep: Class 18 contains 22958 members 
Mstep: Class 20 contains 12989 members 
Mstep: Class 21 contains 22518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114888528.000000 Penalty: 67436.367188
Iteration 32Q: 21 clusters Score -1.148885e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 104429 members 
Mstep: Class 3 contains 81812 members 
Mstep: Class 4 contains 72190 members 
Mstep: Class 5 contains 77930 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 26613 members 
Mstep: Class 8 contains 4807 members 
Mstep: Class 9 contains 43975 members 
Mstep: Class 10 contains 32377 members 
Mstep: Class 11 contains 8530 members 
Mstep: Class 12 contains 129957 members 
Mstep: Class 13 contains 16212 members 
Mstep: Class 14 contains 38288 members 
Mstep: Class 15 contains 18707 members 
Mstep: Class 16 contains 3972 members 
Mstep: Class 17 contains 68959 members 
Mstep: Class 18 contains 23412 members 
Mstep: Class 20 contains 12991 members 
Mstep: Class 21 contains 22643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114889136.000000 Penalty: 67436.367188
Iteration 33Q: 21 clusters Score -1.148891e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 104833 members 
Mstep: Class 3 contains 81689 members 
Mstep: Class 4 contains 71926 members 
Mstep: Class 5 contains 77730 members 
Mstep: Class 6 contains 1354 members 
Mstep: Class 7 contains 26584 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 43995 members 
Mstep: Class 10 contains 32365 members 
Mstep: Class 11 contains 8543 members 
Mstep: Class 12 contains 130131 members 
Mstep: Class 13 contains 16239 members 
Mstep: Class 14 contains 38090 members 
Mstep: Class 15 contains 18633 members 
Mstep: Class 16 contains 3978 members 
Mstep: Class 17 contains 68731 members 
Mstep: Class 18 contains 23775 members 
Mstep: Class 20 contains 12991 members 
Mstep: Class 21 contains 22737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114889368.000000 Penalty: 67436.367188
Iteration 34Q: 21 clusters Score -1.148894e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 105189 members 
Mstep: Class 3 contains 81575 members 
Mstep: Class 4 contains 71716 members 
Mstep: Class 5 contains 77566 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 26568 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 32356 members 
Mstep: Class 11 contains 8553 members 
Mstep: Class 12 contains 130272 members 
Mstep: Class 13 contains 16263 members 
Mstep: Class 14 contains 37912 members 
Mstep: Class 15 contains 18565 members 
Mstep: Class 16 contains 3980 members 
Mstep: Class 17 contains 68527 members 
Mstep: Class 18 contains 24027 members 
Mstep: Class 20 contains 12994 members 
Mstep: Class 21 contains 22847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114889456.000000 Penalty: 67436.367188
Iteration 35Q: 21 clusters Score -1.148895e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 105526 members 
Mstep: Class 3 contains 81492 members 
Mstep: Class 4 contains 71442 members 
Mstep: Class 5 contains 77407 members 
Mstep: Class 6 contains 1351 members 
Mstep: Class 7 contains 26552 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 44044 members 
Mstep: Class 10 contains 32355 members 
Mstep: Class 11 contains 8572 members 
Mstep: Class 12 contains 130431 members 
Mstep: Class 13 contains 16285 members 
Mstep: Class 14 contains 37745 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 3983 members 
Mstep: Class 17 contains 68311 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 22976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114890024.000000 Penalty: 67436.367188
Iteration 36Q: 21 clusters Score -1.1489e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 105821 members 
Mstep: Class 3 contains 81415 members 
Mstep: Class 4 contains 71225 members 
Mstep: Class 5 contains 77273 members 
Mstep: Class 6 contains 1350 members 
Mstep: Class 7 contains 26546 members 
Mstep: Class 8 contains 4803 members 
Mstep: Class 9 contains 44071 members 
Mstep: Class 10 contains 32353 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 130580 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 37572 members 
Mstep: Class 15 contains 18489 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 68099 members 
Mstep: Class 18 contains 24434 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 23135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114889888.000000 Penalty: 67436.367188
Iteration 37Q: 21 clusters Score -1.148899e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 106086 members 
Mstep: Class 3 contains 81348 members 
Mstep: Class 4 contains 71025 members 
Mstep: Class 5 contains 77188 members 
Mstep: Class 6 contains 1348 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 44098 members 
Mstep: Class 10 contains 32349 members 
Mstep: Class 11 contains 8594 members 
Mstep: Class 12 contains 130681 members 
Mstep: Class 13 contains 16331 members 
Mstep: Class 14 contains 37387 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 3987 members 
Mstep: Class 17 contains 67968 members 
Mstep: Class 18 contains 24531 members 
Mstep: Class 20 contains 12990 members 
Mstep: Class 21 contains 23292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114889800.000000 Penalty: 67436.367188
Iteration 38Q: 21 clusters Score -1.148898e+08 nChanged 1795
Entering ConstructFrom: 
Score: -114889800.000000 Penalty: 67436.367188
Entering ConstructFrom: 
Trying to split cluster 1 (13706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Entering Unmasked Estep 
Score: -1893571.875000 Penalty: 2362.346191
	Iteration 0F: 2 clusters Score -1893572 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 6885 members 
Entering Unmasked Estep 
Score: -1883605.125000 Penalty: 4724.692383
	Iteration 0F: 3 clusters Score -1883605 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1887090.125000 Penalty: 4724.692383
	Iteration 1F: 3 clusters Score -1887090 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1887889.500000 Penalty: 4724.692383
	Iteration 2F: 3 clusters Score -1887890 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1888680.875000 Penalty: 4724.692383
	Iteration 3F: 3 clusters Score -1888681 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1889596.250000 Penalty: 4724.692383
	Iteration 4F: 3 clusters Score -1889596 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1890586.625000 Penalty: 4724.692383
	Iteration 5F: 3 clusters Score -1890587 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1891500.625000 Penalty: 4724.692383
	Iteration 6F: 3 clusters Score -1891501 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1892153.625000 Penalty: 4724.692383
	Iteration 7F: 3 clusters Score -1892154 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1892540.125000 Penalty: 4724.692383
	Iteration 8Q: 3 clusters Score -1892540 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1892814.125000 Penalty: 4724.692383
	Iteration 9Q: 3 clusters Score -1892814 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1892970.750000 Penalty: 4724.692383
	Iteration 10Q: 3 clusters Score -1892971 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1893049.625000 Penalty: 4724.692383
	Iteration 11Q: 3 clusters Score -1893050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1893089.750000 Penalty: 4724.692383
	Iteration 12Q: 3 clusters Score -1893090 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1893131.500000 Penalty: 4724.692383
	Iteration 13Q: 3 clusters Score -1893132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1893148.250000 Penalty: 4724.692383
	Iteration 14Q: 3 clusters Score -1893148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1893168.750000 Penalty: 4724.692383
	Iteration 15Q: 3 clusters Score -1893169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1893182.000000 Penalty: 4724.692383
	Iteration 16Q: 3 clusters Score -1893182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1893201.875000 Penalty: 4724.692383
	Iteration 17Q: 3 clusters Score -1893202 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1893223.875000 Penalty: 4724.692383
	Iteration 18Q: 3 clusters Score -1893224 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1893246.750000 Penalty: 4724.692383
	Iteration 19Q: 3 clusters Score -1893247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1893270.875000 Penalty: 4724.692383
	Iteration 20F: 3 clusters Score -1893271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1893297.250000 Penalty: 4724.692383
	Iteration 21Q: 3 clusters Score -1893297 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1893315.625000 Penalty: 4724.692383
	Iteration 22Q: 3 clusters Score -1893316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1893352.500000 Penalty: 4724.692383
	Iteration 23Q: 3 clusters Score -1893352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1893380.625000 Penalty: 4724.692383
	Iteration 24Q: 3 clusters Score -1893381 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1893402.375000 Penalty: 4724.692383
	Iteration 25Q: 3 clusters Score -1893402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1893448.000000 Penalty: 4724.692383
	Iteration 26Q: 3 clusters Score -1893448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1893473.125000 Penalty: 4724.692383
	Iteration 27Q: 3 clusters Score -1893473 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1893501.750000 Penalty: 4724.692383
	Iteration 28Q: 3 clusters Score -1893502 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1893541.250000 Penalty: 4724.692383
	Iteration 29Q: 3 clusters Score -1893541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1893566.625000 Penalty: 4724.692383
	Iteration 30Q: 3 clusters Score -1893567 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1893607.000000 Penalty: 4724.692383
	Iteration 31Q: 3 clusters Score -1893607 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1893645.375000 Penalty: 4724.692383
	Iteration 32Q: 3 clusters Score -1893645 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1893664.750000 Penalty: 4724.692383
	Iteration 33Q: 3 clusters Score -1893665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1893694.125000 Penalty: 4724.692383
	Iteration 34Q: 3 clusters Score -1893694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1893715.500000 Penalty: 4724.692383
	Iteration 35Q: 3 clusters Score -1893716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1893738.500000 Penalty: 4724.692383
	Iteration 36Q: 3 clusters Score -1893738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1893741.500000 Penalty: 4724.692383
	Iteration 37Q: 3 clusters Score -1893742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1893760.125000 Penalty: 4724.692383
	Iteration 38Q: 3 clusters Score -1893760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1893758.250000 Penalty: 4724.692383
	Iteration 39Q: 3 clusters Score -1893758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1893765.000000 Penalty: 4724.692383
	Iteration 40F: 3 clusters Score -1893765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1893771.750000 Penalty: 4724.692383
	Iteration 41Q: 3 clusters Score -1893772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1893776.375000 Penalty: 4724.692383
	Iteration 42Q: 3 clusters Score -1893776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1893777.375000 Penalty: 4724.692383
	Iteration 43Q: 3 clusters Score -1893777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1893782.125000 Penalty: 4724.692383
	Iteration 44Q: 3 clusters Score -1893782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1893782.875000 Penalty: 4724.692383
	Iteration 45Q: 3 clusters Score -1893783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1893784.500000 Penalty: 4724.692383
	Iteration 46Q: 3 clusters Score -1893784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1893789.000000 Penalty: 4724.692383
	Iteration 47Q: 3 clusters Score -1893789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1893788.625000 Penalty: 4724.692383
	Iteration 48Q: 3 clusters Score -1893789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1893789.750000 Penalty: 4724.692383
	Iteration 49Q: 3 clusters Score -1893790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1893791.125000 Penalty: 4724.692383
	Iteration 50Q: 3 clusters Score -1893791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1893790.000000 Penalty: 4724.692383
	Iteration 51Q: 3 clusters Score -1893790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1893790.000000 Penalty: 4724.692383
	Iteration 52F: 3 clusters Score -1893790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 81288 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 77091 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 9040 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Entering Unmasked Estep 
Score: -114889200.000000 Penalty: 70808.187500
Splitting cluster 1 changes total score from -114889800.000000 to -114889200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (106281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Entering Unmasked Estep 
Score: -15700567.000000 Penalty: 2870.312744
	Iteration 0F: 2 clusters Score -1.570057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -15629555.000000 Penalty: 5740.625488
	Iteration 0F: 3 clusters Score -1.562956e+07 nChanged 50341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -15659007.000000 Penalty: 5740.625488
	Iteration 1F: 3 clusters Score -1.565901e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -15660116.000000 Penalty: 5740.625488
	Iteration 2Q: 3 clusters Score -1.566012e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -15661436.000000 Penalty: 5740.625488
	Iteration 3Q: 3 clusters Score -1.566144e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -15663483.000000 Penalty: 5740.625488
	Iteration 4Q: 3 clusters Score -1.566348e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -15666103.000000 Penalty: 5740.625488
	Iteration 5F: 3 clusters Score -1.56661e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -15669929.000000 Penalty: 5740.625488
	Iteration 6F: 3 clusters Score -1.566993e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -15674452.000000 Penalty: 5740.625488
	Iteration 7F: 3 clusters Score -1.567445e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81950 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -15679492.000000 Penalty: 5740.625488
	Iteration 8F: 3 clusters Score -1.567949e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -15684177.000000 Penalty: 5740.625488
	Iteration 9F: 3 clusters Score -1.568418e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93901 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -15688554.000000 Penalty: 5740.625488
	Iteration 10F: 3 clusters Score -1.568855e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -15692293.000000 Penalty: 5740.625488
	Iteration 11Q: 3 clusters Score -1.569229e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -15695003.000000 Penalty: 5740.625488
	Iteration 12Q: 3 clusters Score -1.5695e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103813 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15696544.000000 Penalty: 5740.625488
	Iteration 13Q: 3 clusters Score -1.569654e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104813 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -15697393.000000 Penalty: 5740.625488
	Iteration 14Q: 3 clusters Score -1.569739e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105245 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -15697713.000000 Penalty: 5740.625488
	Iteration 15Q: 3 clusters Score -1.569771e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -15697882.000000 Penalty: 5740.625488
	Iteration 16Q: 3 clusters Score -1.569788e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105586 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -15698010.000000 Penalty: 5740.625488
	Iteration 17Q: 3 clusters Score -1.569801e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15698062.000000 Penalty: 5740.625488
	Iteration 18Q: 3 clusters Score -1.569806e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -15698114.000000 Penalty: 5740.625488
	Iteration 19Q: 3 clusters Score -1.569811e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -15698142.000000 Penalty: 5740.625488
	Iteration 20F: 3 clusters Score -1.569814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -15698187.000000 Penalty: 5740.625488
	Iteration 21Q: 3 clusters Score -1.569819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -15698210.000000 Penalty: 5740.625488
	Iteration 22Q: 3 clusters Score -1.569821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105748 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -15698246.000000 Penalty: 5740.625488
	Iteration 23Q: 3 clusters Score -1.569825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -15698247.000000 Penalty: 5740.625488
	Iteration 24Q: 3 clusters Score -1.569825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105773 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -15698263.000000 Penalty: 5740.625488
	Iteration 25Q: 3 clusters Score -1.569826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105774 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -15698277.000000 Penalty: 5740.625488
	Iteration 26Q: 3 clusters Score -1.569828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105780 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -15698279.000000 Penalty: 5740.625488
	Iteration 27Q: 3 clusters Score -1.569828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -15698292.000000 Penalty: 5740.625488
	Iteration 28Q: 3 clusters Score -1.569829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15698289.000000 Penalty: 5740.625488
	Iteration 29Q: 3 clusters Score -1.569829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15698284.000000 Penalty: 5740.625488
	Iteration 30Q: 3 clusters Score -1.569828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15698291.000000 Penalty: 5740.625488
	Iteration 31Q: 3 clusters Score -1.569829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -15698285.000000 Penalty: 5740.625488
	Iteration 32Q: 3 clusters Score -1.569828e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15698288.000000 Penalty: 5740.625488
	Iteration 33Q: 3 clusters Score -1.569829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15698295.000000 Penalty: 5740.625488
	Iteration 34Q: 3 clusters Score -1.56983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15698292.000000 Penalty: 5740.625488
	Iteration 35Q: 3 clusters Score -1.569829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15698296.000000 Penalty: 5740.625488
	Iteration 36Q: 3 clusters Score -1.56983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105786 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15698299.000000 Penalty: 5740.625488
	Iteration 37Q: 3 clusters Score -1.56983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15698310.000000 Penalty: 5740.625488
	Iteration 38Q: 3 clusters Score -1.569831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15698304.000000 Penalty: 5740.625488
	Iteration 39Q: 3 clusters Score -1.56983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105787 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -15698308.000000 Penalty: 5740.625488
	Iteration 40F: 3 clusters Score -1.569831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15698299.000000 Penalty: 5740.625488
	Iteration 41Q: 3 clusters Score -1.56983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15698299.000000 Penalty: 5740.625488
	Iteration 42F: 3 clusters Score -1.56983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81288 members 
Entering Unmasked Estep 
Score: -12056798.000000 Penalty: 2803.826904
	Iteration 0F: 2 clusters Score -1.20568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -12002128.000000 Penalty: 5607.653809
	Iteration 0F: 3 clusters Score -1.200213e+07 nChanged 38239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -12024088.000000 Penalty: 5607.653809
	Iteration 1F: 3 clusters Score -1.202409e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -12025521.000000 Penalty: 5607.653809
	Iteration 2Q: 3 clusters Score -1.202552e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -12028102.000000 Penalty: 5607.653809
	Iteration 3Q: 3 clusters Score -1.20281e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -12032793.000000 Penalty: 5607.653809
	Iteration 4F: 3 clusters Score -1.203279e+07 nChanged 7770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -12041117.000000 Penalty: 5607.653809
	Iteration 5F: 3 clusters Score -1.204112e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -12049746.000000 Penalty: 5607.653809
	Iteration 6F: 3 clusters Score -1.204975e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -12056194.000000 Penalty: 5607.653809
	Iteration 7F: 3 clusters Score -1.205619e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 64861 members 
Entering Unmasked Estep 
Score: -12059716.000000 Penalty: 5607.653809
	Iteration 8F: 3 clusters Score -1.205972e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -12061491.000000 Penalty: 5607.653809
	Iteration 9Q: 3 clusters Score -1.206149e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -12062586.000000 Penalty: 5607.653809
	Iteration 10Q: 3 clusters Score -1.206259e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -12063418.000000 Penalty: 5607.653809
	Iteration 11Q: 3 clusters Score -1.206342e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -12064017.000000 Penalty: 5607.653809
	Iteration 12Q: 3 clusters Score -1.206402e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -12064328.000000 Penalty: 5607.653809
	Iteration 13Q: 3 clusters Score -1.206433e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -12064499.000000 Penalty: 5607.653809
	Iteration 14Q: 3 clusters Score -1.20645e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -12064536.000000 Penalty: 5607.653809
	Iteration 15Q: 3 clusters Score -1.206454e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -12064557.000000 Penalty: 5607.653809
	Iteration 16Q: 3 clusters Score -1.206456e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -12064583.000000 Penalty: 5607.653809
	Iteration 17Q: 3 clusters Score -1.206458e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -12064622.000000 Penalty: 5607.653809
	Iteration 18Q: 3 clusters Score -1.206462e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -12064644.000000 Penalty: 5607.653809
	Iteration 19Q: 3 clusters Score -1.206464e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -12064646.000000 Penalty: 5607.653809
	Iteration 20F: 3 clusters Score -1.206465e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -12064640.000000 Penalty: 5607.653809
	Iteration 21Q: 3 clusters Score -1.206464e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -12064647.000000 Penalty: 5607.653809
	Iteration 22Q: 3 clusters Score -1.206465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 5607.653809
	Iteration 23Q: 3 clusters Score -1.206467e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 74643 members 
Entering Unmasked Estep 
Score: -12064675.000000 Penalty: 5607.653809
	Iteration 24Q: 3 clusters Score -1.206468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -12064666.000000 Penalty: 5607.653809
	Iteration 25Q: 3 clusters Score -1.206467e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 74696 members 
Entering Unmasked Estep 
Score: -12064673.000000 Penalty: 5607.653809
	Iteration 26Q: 3 clusters Score -1.206467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -12064681.000000 Penalty: 5607.653809
	Iteration 27Q: 3 clusters Score -1.206468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -12064673.000000 Penalty: 5607.653809
	Iteration 28Q: 3 clusters Score -1.206467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -12064665.000000 Penalty: 5607.653809
	Iteration 29Q: 3 clusters Score -1.206466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 74745 members 
Entering Unmasked Estep 
Score: -12064665.000000 Penalty: 5607.653809
	Iteration 30Q: 3 clusters Score -1.206466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -12064665.000000 Penalty: 5607.653809
	Iteration 31Q: 3 clusters Score -1.206466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -12064665.000000 Penalty: 5607.653809
	Iteration 32Q: 3 clusters Score -1.206466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -12064677.000000 Penalty: 5607.653809
	Iteration 33Q: 3 clusters Score -1.206468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 5607.653809
	Iteration 34Q: 3 clusters Score -1.206467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 5607.653809
	Iteration 35Q: 3 clusters Score -1.206467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 5607.653809
	Iteration 36Q: 3 clusters Score -1.206467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 74798 members 
Entering Unmasked Estep 
Score: -12064677.000000 Penalty: 5607.653809
	Iteration 37Q: 3 clusters Score -1.206468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -12064669.000000 Penalty: 5607.653809
	Iteration 38Q: 3 clusters Score -1.206467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -12064677.000000 Penalty: 5607.653809
	Iteration 39Q: 3 clusters Score -1.206468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -12064678.000000 Penalty: 5607.653809
	Iteration 40F: 3 clusters Score -1.206468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 74808 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 5607.653809
	Iteration 41Q: 3 clusters Score -1.206467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -12064668.000000 Penalty: 5607.653809
	Iteration 42Q: 3 clusters Score -1.206467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -12064666.000000 Penalty: 5607.653809
	Iteration 43Q: 3 clusters Score -1.206467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 74810 members 
Entering Unmasked Estep 
Score: -12064666.000000 Penalty: 5607.653809
	Iteration 44F: 3 clusters Score -1.206467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 77091 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Entering Unmasked Estep 
Score: -114897560.000000 Penalty: 70808.187500
Splitting cluster 3 changes total score from -114889800.000000 to -114897560.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (70850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Entering Unmasked Estep 
Score: -9883684.000000 Penalty: 2769.743408
	Iteration 0F: 2 clusters Score -9883684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -9836067.000000 Penalty: 5539.486816
	Iteration 0F: 3 clusters Score -9836067 nChanged 33059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9856431.000000 Penalty: 5539.486816
	Iteration 1F: 3 clusters Score -9856431 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -9858924.000000 Penalty: 5539.486816
	Iteration 2F: 3 clusters Score -9858924 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -9861968.000000 Penalty: 5539.486816
	Iteration 3F: 3 clusters Score -9861968 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -9864771.000000 Penalty: 5539.486816
	Iteration 4F: 3 clusters Score -9864771 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -9867150.000000 Penalty: 5539.486816
	Iteration 5F: 3 clusters Score -9867150 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -9869058.000000 Penalty: 5539.486816
	Iteration 6F: 3 clusters Score -9869058 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -9870465.000000 Penalty: 5539.486816
	Iteration 7Q: 3 clusters Score -9870465 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -9871502.000000 Penalty: 5539.486816
	Iteration 8Q: 3 clusters Score -9871502 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -9872277.000000 Penalty: 5539.486816
	Iteration 9Q: 3 clusters Score -9872277 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -9872831.000000 Penalty: 5539.486816
	Iteration 10Q: 3 clusters Score -9872831 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -9873257.000000 Penalty: 5539.486816
	Iteration 11Q: 3 clusters Score -9873257 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -9873601.000000 Penalty: 5539.486816
	Iteration 12Q: 3 clusters Score -9873601 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -9873896.000000 Penalty: 5539.486816
	Iteration 13Q: 3 clusters Score -9873896 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -9874175.000000 Penalty: 5539.486816
	Iteration 14Q: 3 clusters Score -9874175 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9874423.000000 Penalty: 5539.486816
	Iteration 15Q: 3 clusters Score -9874423 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -9874632.000000 Penalty: 5539.486816
	Iteration 16Q: 3 clusters Score -9874632 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -9874774.000000 Penalty: 5539.486816
	Iteration 17Q: 3 clusters Score -9874774 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -9874864.000000 Penalty: 5539.486816
	Iteration 18Q: 3 clusters Score -9874864 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -9874996.000000 Penalty: 5539.486816
	Iteration 19Q: 3 clusters Score -9874996 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -9875061.000000 Penalty: 5539.486816
	Iteration 20F: 3 clusters Score -9875061 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -9875096.000000 Penalty: 5539.486816
	Iteration 21Q: 3 clusters Score -9875096 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -9875126.000000 Penalty: 5539.486816
	Iteration 22Q: 3 clusters Score -9875126 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9875131.000000 Penalty: 5539.486816
	Iteration 23Q: 3 clusters Score -9875131 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -9875164.000000 Penalty: 5539.486816
	Iteration 24Q: 3 clusters Score -9875164 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -9875208.000000 Penalty: 5539.486816
	Iteration 25Q: 3 clusters Score -9875208 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -9875254.000000 Penalty: 5539.486816
	Iteration 26Q: 3 clusters Score -9875254 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -9875316.000000 Penalty: 5539.486816
	Iteration 27Q: 3 clusters Score -9875316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9875380.000000 Penalty: 5539.486816
	Iteration 28Q: 3 clusters Score -9875380 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9875472.000000 Penalty: 5539.486816
	Iteration 29Q: 3 clusters Score -9875472 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9875568.000000 Penalty: 5539.486816
	Iteration 30Q: 3 clusters Score -9875568 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -9875632.000000 Penalty: 5539.486816
	Iteration 31Q: 3 clusters Score -9875632 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -9875725.000000 Penalty: 5539.486816
	Iteration 32Q: 3 clusters Score -9875725 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -9875837.000000 Penalty: 5539.486816
	Iteration 33Q: 3 clusters Score -9875837 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -9875991.000000 Penalty: 5539.486816
	Iteration 34Q: 3 clusters Score -9875991 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -9876106.000000 Penalty: 5539.486816
	Iteration 35Q: 3 clusters Score -9876106 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 53215 members 
Entering Unmasked Estep 
Score: -9876233.000000 Penalty: 5539.486816
	Iteration 36Q: 3 clusters Score -9876233 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -9876392.000000 Penalty: 5539.486816
	Iteration 37Q: 3 clusters Score -9876392 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -9876585.000000 Penalty: 5539.486816
	Iteration 38Q: 3 clusters Score -9876585 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -9876854.000000 Penalty: 5539.486816
	Iteration 39Q: 3 clusters Score -9876854 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -9877122.000000 Penalty: 5539.486816
	Iteration 40F: 3 clusters Score -9877122 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -9877456.000000 Penalty: 5539.486816
	Iteration 41Q: 3 clusters Score -9877456 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -9877725.000000 Penalty: 5539.486816
	Iteration 42Q: 3 clusters Score -9877725 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -9878116.000000 Penalty: 5539.486816
	Iteration 43Q: 3 clusters Score -9878116 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -9878529.000000 Penalty: 5539.486816
	Iteration 44Q: 3 clusters Score -9878529 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 62114 members 
Entering Unmasked Estep 
Score: -9878979.000000 Penalty: 5539.486816
	Iteration 45Q: 3 clusters Score -9878979 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -9879507.000000 Penalty: 5539.486816
	Iteration 46Q: 3 clusters Score -9879507 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -9880032.000000 Penalty: 5539.486816
	Iteration 47Q: 3 clusters Score -9880032 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -9880561.000000 Penalty: 5539.486816
	Iteration 48Q: 3 clusters Score -9880561 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -9881077.000000 Penalty: 5539.486816
	Iteration 49Q: 3 clusters Score -9881077 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -9881491.000000 Penalty: 5539.486816
	Iteration 50Q: 3 clusters Score -9881491 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -9881849.000000 Penalty: 5539.486816
	Iteration 51Q: 3 clusters Score -9881849 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -9882138.000000 Penalty: 5539.486816
	Iteration 52Q: 3 clusters Score -9882138 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -9882334.000000 Penalty: 5539.486816
	Iteration 53Q: 3 clusters Score -9882334 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 68805 members 
Entering Unmasked Estep 
Score: -9882531.000000 Penalty: 5539.486816
	Iteration 54Q: 3 clusters Score -9882531 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 69027 members 
Entering Unmasked Estep 
Score: -9882661.000000 Penalty: 5539.486816
	Iteration 55Q: 3 clusters Score -9882661 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -9882785.000000 Penalty: 5539.486816
	Iteration 56Q: 3 clusters Score -9882785 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9882838.000000 Penalty: 5539.486816
	Iteration 57Q: 3 clusters Score -9882838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -9882873.000000 Penalty: 5539.486816
	Iteration 58Q: 3 clusters Score -9882873 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 69379 members 
Entering Unmasked Estep 
Score: -9882897.000000 Penalty: 5539.486816
	Iteration 59Q: 3 clusters Score -9882897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -9882917.000000 Penalty: 5539.486816
	Iteration 60F: 3 clusters Score -9882917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -9882964.000000 Penalty: 5539.486816
	Iteration 61Q: 3 clusters Score -9882964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -9882989.000000 Penalty: 5539.486816
	Iteration 62Q: 3 clusters Score -9882989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9882980.000000 Penalty: 5539.486816
	Iteration 63Q: 3 clusters Score -9882980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -9882986.000000 Penalty: 5539.486816
	Iteration 64Q: 3 clusters Score -9882986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -9882989.000000 Penalty: 5539.486816
	Iteration 65Q: 3 clusters Score -9882989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -9882995.000000 Penalty: 5539.486816
	Iteration 66Q: 3 clusters Score -9882995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -9882994.000000 Penalty: 5539.486816
	Iteration 67Q: 3 clusters Score -9882994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 69462 members 
Entering Unmasked Estep 
Score: -9882993.000000 Penalty: 5539.486816
	Iteration 68Q: 3 clusters Score -9882993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -9882999.000000 Penalty: 5539.486816
	Iteration 69Q: 3 clusters Score -9882999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9883009.000000 Penalty: 5539.486816
	Iteration 70Q: 3 clusters Score -9883009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9882998.000000 Penalty: 5539.486816
	Iteration 71Q: 3 clusters Score -9882998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -9883006.000000 Penalty: 5539.486816
	Iteration 72Q: 3 clusters Score -9883006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -9882997.000000 Penalty: 5539.486816
	Iteration 73Q: 3 clusters Score -9882997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -9883002.000000 Penalty: 5539.486816
	Iteration 74Q: 3 clusters Score -9883002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
Score: -9883002.000000 Penalty: 5539.486816
	Iteration 75Q: 3 clusters Score -9883002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9883008.000000 Penalty: 5539.486816
	Iteration 76Q: 3 clusters Score -9883008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9883008.000000 Penalty: 5539.486816
	Iteration 77F: 3 clusters Score -9883008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77091 members 
Entering Unmasked Estep 
Score: -11469099.000000 Penalty: 2790.679932
	Iteration 0F: 2 clusters Score -1.14691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -11417591.000000 Penalty: 5581.359863
	Iteration 0F: 3 clusters Score -1.141759e+07 nChanged 36260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -11438543.000000 Penalty: 5581.359863
	Iteration 1F: 3 clusters Score -1.143854e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -11440324.000000 Penalty: 5581.359863
	Iteration 2Q: 3 clusters Score -1.144032e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -11443192.000000 Penalty: 5581.359863
	Iteration 3F: 3 clusters Score -1.144319e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -11447224.000000 Penalty: 5581.359863
	Iteration 4F: 3 clusters Score -1.144722e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -11452798.000000 Penalty: 5581.359863
	Iteration 5F: 3 clusters Score -1.14528e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -11459138.000000 Penalty: 5581.359863
	Iteration 6F: 3 clusters Score -1.145914e+07 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -11464757.000000 Penalty: 5581.359863
	Iteration 7F: 3 clusters Score -1.146476e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -11469230.000000 Penalty: 5581.359863
	Iteration 8F: 3 clusters Score -1.146923e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -11472243.000000 Penalty: 5581.359863
	Iteration 9Q: 3 clusters Score -1.147224e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -11474403.000000 Penalty: 5581.359863
	Iteration 10Q: 3 clusters Score -1.14744e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -11476470.000000 Penalty: 5581.359863
	Iteration 11Q: 3 clusters Score -1.147647e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -11478536.000000 Penalty: 5581.359863
	Iteration 12Q: 3 clusters Score -1.147854e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62735 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -11479751.000000 Penalty: 5581.359863
	Iteration 13Q: 3 clusters Score -1.147975e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63356 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -11480165.000000 Penalty: 5581.359863
	Iteration 14Q: 3 clusters Score -1.148016e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63745 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -11480324.000000 Penalty: 5581.359863
	Iteration 15Q: 3 clusters Score -1.148032e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -11480356.000000 Penalty: 5581.359863
	Iteration 16Q: 3 clusters Score -1.148036e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -11480391.000000 Penalty: 5581.359863
	Iteration 17Q: 3 clusters Score -1.148039e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64302 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -11480367.000000 Penalty: 5581.359863
	Iteration 18Q: 3 clusters Score -1.148037e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -11480364.000000 Penalty: 5581.359863
	Iteration 19Q: 3 clusters Score -1.148036e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -11480390.000000 Penalty: 5581.359863
	Iteration 20F: 3 clusters Score -1.148039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -11480395.000000 Penalty: 5581.359863
	Iteration 21Q: 3 clusters Score -1.14804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64481 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -11480397.000000 Penalty: 5581.359863
	Iteration 22Q: 3 clusters Score -1.14804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -11480410.000000 Penalty: 5581.359863
	Iteration 23Q: 3 clusters Score -1.148041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -11480408.000000 Penalty: 5581.359863
	Iteration 24Q: 3 clusters Score -1.148041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -11480416.000000 Penalty: 5581.359863
	Iteration 25Q: 3 clusters Score -1.148042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -11480421.000000 Penalty: 5581.359863
	Iteration 26Q: 3 clusters Score -1.148042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64512 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -11480421.000000 Penalty: 5581.359863
	Iteration 27F: 3 clusters Score -1.148042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 1346 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Entering Unmasked Estep 
Score: -114908624.000000 Penalty: 74180.000000
Splitting cluster 5 changes total score from -114889800.000000 to -114908624.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (1346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Entering Unmasked Estep 
Score: -176950.234375 Penalty: 1786.813354
	Iteration 0F: 2 clusters Score -176950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -175045.890625 Penalty: 3573.626709
	Iteration 0F: 3 clusters Score -175045.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -176193.593750 Penalty: 3573.626709
	Iteration 1F: 3 clusters Score -176193.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -178144.046875 Penalty: 3573.626709
	Iteration 2F: 3 clusters Score -178144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -179620.484375 Penalty: 3573.626709
	Iteration 3F: 3 clusters Score -179620.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -180056.828125 Penalty: 3573.626709
	Iteration 4Q: 3 clusters Score -180056.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -180277.828125 Penalty: 3573.626709
	Iteration 5Q: 3 clusters Score -180277.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -180341.093750 Penalty: 3573.626709
	Iteration 6Q: 3 clusters Score -180341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -180349.468750 Penalty: 3573.626709
	Iteration 7Q: 3 clusters Score -180349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180351.421875 Penalty: 3573.626709
	Iteration 8Q: 3 clusters Score -180351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -180351.421875 Penalty: 3573.626709
	Iteration 9F: 3 clusters Score -180351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 26544 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Entering Unmasked Estep 
Score: -114910144.000000 Penalty: 77551.820312
Splitting cluster 6 changes total score from -114889800.000000 to -114910144.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (26544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Entering Unmasked Estep 
Score: -3910883.750000 Penalty: 2526.266602
	Iteration 0F: 2 clusters Score -3910884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3892545.000000 Penalty: 5052.533203
	Iteration 0F: 3 clusters Score -3892545 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3899630.500000 Penalty: 5052.533203
	Iteration 1F: 3 clusters Score -3899630 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3901452.000000 Penalty: 5052.533203
	Iteration 2F: 3 clusters Score -3901452 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -3904185.000000 Penalty: 5052.533203
	Iteration 3F: 3 clusters Score -3904185 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3907491.000000 Penalty: 5052.533203
	Iteration 4F: 3 clusters Score -3907491 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3911341.500000 Penalty: 5052.533203
	Iteration 5F: 3 clusters Score -3911342 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3914560.250000 Penalty: 5052.533203
	Iteration 6F: 3 clusters Score -3914560 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3916248.500000 Penalty: 5052.533203
	Iteration 7F: 3 clusters Score -3916248 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -3917172.000000 Penalty: 5052.533203
	Iteration 8Q: 3 clusters Score -3917172 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3917467.500000 Penalty: 5052.533203
	Iteration 9Q: 3 clusters Score -3917468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3917520.500000 Penalty: 5052.533203
	Iteration 10Q: 3 clusters Score -3917520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3917545.750000 Penalty: 5052.533203
	Iteration 11Q: 3 clusters Score -3917546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3917564.500000 Penalty: 5052.533203
	Iteration 12Q: 3 clusters Score -3917564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3917568.750000 Penalty: 5052.533203
	Iteration 13Q: 3 clusters Score -3917569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -3917566.000000 Penalty: 5052.533203
	Iteration 14Q: 3 clusters Score -3917566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3917573.750000 Penalty: 5052.533203
	Iteration 15Q: 3 clusters Score -3917574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3917574.250000 Penalty: 5052.533203
	Iteration 16Q: 3 clusters Score -3917574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -3917580.500000 Penalty: 5052.533203
	Iteration 17Q: 3 clusters Score -3917580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3917578.000000 Penalty: 5052.533203
	Iteration 18Q: 3 clusters Score -3917578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3917582.250000 Penalty: 5052.533203
	Iteration 19Q: 3 clusters Score -3917582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3917583.500000 Penalty: 5052.533203
	Iteration 20F: 3 clusters Score -3917584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3917583.250000 Penalty: 5052.533203
	Iteration 21Q: 3 clusters Score -3917583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -3917583.250000 Penalty: 5052.533203
	Iteration 22F: 3 clusters Score -3917583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Entering Unmasked Estep 
Score: -114916432.000000 Penalty: 80923.640625
Splitting cluster 7 changes total score from -114889800.000000 to -114916432.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -636953.750000 Penalty: 2102.398193
	Iteration 0F: 2 clusters Score -636953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -633096.000000 Penalty: 4204.796387
	Iteration 0F: 3 clusters Score -633096 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637130.500000 Penalty: 4204.796387
	Iteration 1F: 3 clusters Score -637130.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -639336.437500 Penalty: 4204.796387
	Iteration 2F: 3 clusters Score -639336.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -640422.250000 Penalty: 4204.796387
	Iteration 3F: 3 clusters Score -640422.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -640902.750000 Penalty: 4204.796387
	Iteration 4Q: 3 clusters Score -640902.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -641133.375000 Penalty: 4204.796387
	Iteration 5Q: 3 clusters Score -641133.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -641276.625000 Penalty: 4204.796387
	Iteration 6Q: 3 clusters Score -641276.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -641409.000000 Penalty: 4204.796387
	Iteration 7Q: 3 clusters Score -641409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -641460.125000 Penalty: 4204.796387
	Iteration 8Q: 3 clusters Score -641460.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -641486.125000 Penalty: 4204.796387
	Iteration 9Q: 3 clusters Score -641486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -641498.625000 Penalty: 4204.796387
	Iteration 10Q: 3 clusters Score -641498.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -641509.250000 Penalty: 4204.796387
	Iteration 11Q: 3 clusters Score -641509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -641514.000000 Penalty: 4204.796387
	Iteration 12Q: 3 clusters Score -641514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -641518.937500 Penalty: 4204.796387
	Iteration 13Q: 3 clusters Score -641518.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -641523.937500 Penalty: 4204.796387
	Iteration 14Q: 3 clusters Score -641523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -641529.312500 Penalty: 4204.796387
	Iteration 15Q: 3 clusters Score -641529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -641537.812500 Penalty: 4204.796387
	Iteration 16Q: 3 clusters Score -641537.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -641540.875000 Penalty: 4204.796387
	Iteration 17Q: 3 clusters Score -641540.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -641545.125000 Penalty: 4204.796387
	Iteration 18Q: 3 clusters Score -641545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -641548.062500 Penalty: 4204.796387
	Iteration 19Q: 3 clusters Score -641548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -641551.687500 Penalty: 4204.796387
	Iteration 20F: 3 clusters Score -641551.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -641555.437500 Penalty: 4204.796387
	Iteration 21Q: 3 clusters Score -641555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -641557.250000 Penalty: 4204.796387
	Iteration 22Q: 3 clusters Score -641557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -641559.937500 Penalty: 4204.796387
	Iteration 23Q: 3 clusters Score -641559.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -641559.937500 Penalty: 4204.796387
	Iteration 24Q: 3 clusters Score -641559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -641561.125000 Penalty: 4204.796387
	Iteration 25Q: 3 clusters Score -641561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -641561.062500 Penalty: 4204.796387
	Iteration 26Q: 3 clusters Score -641561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -641561.375000 Penalty: 4204.796387
	Iteration 27Q: 3 clusters Score -641561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -641561.375000 Penalty: 4204.796387
	Iteration 28F: 3 clusters Score -641561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 44123 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Entering Unmasked Estep 
Score: -114919200.000000 Penalty: 84295.460938
Splitting cluster 8 changes total score from -114889800.000000 to -114919200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (44123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Entering Unmasked Estep 
Score: -6510333.000000 Penalty: 2652.294678
	Iteration 0F: 2 clusters Score -6510333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -6480436.500000 Penalty: 5304.589355
	Iteration 0F: 3 clusters Score -6480436 nChanged 20379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -6492496.500000 Penalty: 5304.589355
	Iteration 1F: 3 clusters Score -6492496 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -6494553.000000 Penalty: 5304.589355
	Iteration 2F: 3 clusters Score -6494553 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -6497316.500000 Penalty: 5304.589355
	Iteration 3F: 3 clusters Score -6497316 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6501474.500000 Penalty: 5304.589355
	Iteration 4F: 3 clusters Score -6501474 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -6506272.500000 Penalty: 5304.589355
	Iteration 5F: 3 clusters Score -6506272 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -6509738.000000 Penalty: 5304.589355
	Iteration 6F: 3 clusters Score -6509738 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6511719.500000 Penalty: 5304.589355
	Iteration 7F: 3 clusters Score -6511720 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -6513125.000000 Penalty: 5304.589355
	Iteration 8Q: 3 clusters Score -6513125 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -6513850.500000 Penalty: 5304.589355
	Iteration 9Q: 3 clusters Score -6513850 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -6514106.000000 Penalty: 5304.589355
	Iteration 10Q: 3 clusters Score -6514106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -6514238.500000 Penalty: 5304.589355
	Iteration 11Q: 3 clusters Score -6514238 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -6514336.500000 Penalty: 5304.589355
	Iteration 12Q: 3 clusters Score -6514336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -6514397.000000 Penalty: 5304.589355
	Iteration 13Q: 3 clusters Score -6514397 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -6514428.500000 Penalty: 5304.589355
	Iteration 14Q: 3 clusters Score -6514428 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -6514458.500000 Penalty: 5304.589355
	Iteration 15Q: 3 clusters Score -6514458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -6514507.500000 Penalty: 5304.589355
	Iteration 16Q: 3 clusters Score -6514508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -6514529.000000 Penalty: 5304.589355
	Iteration 17Q: 3 clusters Score -6514529 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -6514554.000000 Penalty: 5304.589355
	Iteration 18Q: 3 clusters Score -6514554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6514589.500000 Penalty: 5304.589355
	Iteration 19Q: 3 clusters Score -6514590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -6514582.000000 Penalty: 5304.589355
	Iteration 20F: 3 clusters Score -6514582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -6514590.500000 Penalty: 5304.589355
	Iteration 21Q: 3 clusters Score -6514590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -6514607.500000 Penalty: 5304.589355
	Iteration 22Q: 3 clusters Score -6514608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -6514635.000000 Penalty: 5304.589355
	Iteration 23Q: 3 clusters Score -6514635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -6514660.000000 Penalty: 5304.589355
	Iteration 24Q: 3 clusters Score -6514660 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -6514651.000000 Penalty: 5304.589355
	Iteration 25Q: 3 clusters Score -6514651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -6514652.500000 Penalty: 5304.589355
	Iteration 26Q: 3 clusters Score -6514652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -6514650.000000 Penalty: 5304.589355
	Iteration 27Q: 3 clusters Score -6514650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -6514650.000000 Penalty: 5304.589355
	Iteration 28Q: 3 clusters Score -6514650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -6514652.500000 Penalty: 5304.589355
	Iteration 29Q: 3 clusters Score -6514652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -6514661.500000 Penalty: 5304.589355
	Iteration 30Q: 3 clusters Score -6514662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -6514667.000000 Penalty: 5304.589355
	Iteration 31Q: 3 clusters Score -6514667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -6514664.000000 Penalty: 5304.589355
	Iteration 32Q: 3 clusters Score -6514664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -6514656.500000 Penalty: 5304.589355
	Iteration 33Q: 3 clusters Score -6514656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6514658.500000 Penalty: 5304.589355
	Iteration 34Q: 3 clusters Score -6514658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -6514670.000000 Penalty: 5304.589355
	Iteration 35Q: 3 clusters Score -6514670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -6514681.500000 Penalty: 5304.589355
	Iteration 36Q: 3 clusters Score -6514682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -6514678.000000 Penalty: 5304.589355
	Iteration 37Q: 3 clusters Score -6514678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -6514680.000000 Penalty: 5304.589355
	Iteration 38Q: 3 clusters Score -6514680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -6514681.500000 Penalty: 5304.589355
	Iteration 39Q: 3 clusters Score -6514682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6514688.500000 Penalty: 5304.589355
	Iteration 40F: 3 clusters Score -6514688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -6514698.000000 Penalty: 5304.589355
	Iteration 41Q: 3 clusters Score -6514698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -6514686.500000 Penalty: 5304.589355
	Iteration 42Q: 3 clusters Score -6514686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -6514682.000000 Penalty: 5304.589355
	Iteration 43Q: 3 clusters Score -6514682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -6514678.000000 Penalty: 5304.589355
	Iteration 44Q: 3 clusters Score -6514678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6514689.000000 Penalty: 5304.589355
	Iteration 45Q: 3 clusters Score -6514689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -6514688.000000 Penalty: 5304.589355
	Iteration 46Q: 3 clusters Score -6514688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6514687.500000 Penalty: 5304.589355
	Iteration 47Q: 3 clusters Score -6514688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -6514679.000000 Penalty: 5304.589355
	Iteration 48Q: 3 clusters Score -6514679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -6514685.000000 Penalty: 5304.589355
	Iteration 49Q: 3 clusters Score -6514685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -6514684.000000 Penalty: 5304.589355
	Iteration 50Q: 3 clusters Score -6514684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -6514683.000000 Penalty: 5304.589355
	Iteration 51Q: 3 clusters Score -6514683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -6514681.000000 Penalty: 5304.589355
	Iteration 52Q: 3 clusters Score -6514681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -6514680.500000 Penalty: 5304.589355
	Iteration 53Q: 3 clusters Score -6514680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6514675.500000 Penalty: 5304.589355
	Iteration 54Q: 3 clusters Score -6514676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -6514685.500000 Penalty: 5304.589355
	Iteration 55Q: 3 clusters Score -6514686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -6514682.000000 Penalty: 5304.589355
	Iteration 56Q: 3 clusters Score -6514682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -6514695.000000 Penalty: 5304.589355
	Iteration 57Q: 3 clusters Score -6514695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -6514682.500000 Penalty: 5304.589355
	Iteration 58Q: 3 clusters Score -6514682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -6514686.500000 Penalty: 5304.589355
	Iteration 59Q: 3 clusters Score -6514686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -6514697.000000 Penalty: 5304.589355
	Iteration 60F: 3 clusters Score -6514697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -6514701.500000 Penalty: 5304.589355
	Iteration 61Q: 3 clusters Score -6514702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -6514703.500000 Penalty: 5304.589355
	Iteration 62Q: 3 clusters Score -6514704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -6514716.000000 Penalty: 5304.589355
	Iteration 63Q: 3 clusters Score -6514716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -6514725.500000 Penalty: 5304.589355
	Iteration 64Q: 3 clusters Score -6514726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -6514726.500000 Penalty: 5304.589355
	Iteration 65Q: 3 clusters Score -6514726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -6514725.500000 Penalty: 5304.589355
	Iteration 66Q: 3 clusters Score -6514726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6514723.000000 Penalty: 5304.589355
	Iteration 67Q: 3 clusters Score -6514723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -6514716.500000 Penalty: 5304.589355
	Iteration 68Q: 3 clusters Score -6514716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -6514720.000000 Penalty: 5304.589355
	Iteration 69Q: 3 clusters Score -6514720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6514721.000000 Penalty: 5304.589355
	Iteration 70Q: 3 clusters Score -6514721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -6514710.500000 Penalty: 5304.589355
	Iteration 71Q: 3 clusters Score -6514710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -6514704.000000 Penalty: 5304.589355
	Iteration 72Q: 3 clusters Score -6514704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6514706.000000 Penalty: 5304.589355
	Iteration 73Q: 3 clusters Score -6514706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -6514706.500000 Penalty: 5304.589355
	Iteration 74Q: 3 clusters Score -6514706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -6514705.500000 Penalty: 5304.589355
	Iteration 75Q: 3 clusters Score -6514706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6514705.000000 Penalty: 5304.589355
	Iteration 76Q: 3 clusters Score -6514705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6514705.000000 Penalty: 5304.589355
	Iteration 77F: 3 clusters Score -6514705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Entering Unmasked Estep 
Score: -114922920.000000 Penalty: 87667.273438
Splitting cluster 9 changes total score from -114889800.000000 to -114922920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (32361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Entering Unmasked Estep 
Score: -4744827.500000 Penalty: 2575.407959
	Iteration 0F: 2 clusters Score -4744828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4722814.000000 Penalty: 5150.815918
	Iteration 0F: 3 clusters Score -4722814 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -4730892.000000 Penalty: 5150.815918
	Iteration 1F: 3 clusters Score -4730892 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4731629.000000 Penalty: 5150.815918
	Iteration 2F: 3 clusters Score -4731629 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -4732420.500000 Penalty: 5150.815918
	Iteration 3F: 3 clusters Score -4732420 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4733370.000000 Penalty: 5150.815918
	Iteration 4F: 3 clusters Score -4733370 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4734542.500000 Penalty: 5150.815918
	Iteration 5F: 3 clusters Score -4734542 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4736039.500000 Penalty: 5150.815918
	Iteration 6F: 3 clusters Score -4736040 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -4737642.500000 Penalty: 5150.815918
	Iteration 7F: 3 clusters Score -4737642 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -4739118.000000 Penalty: 5150.815918
	Iteration 8F: 3 clusters Score -4739118 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4740263.000000 Penalty: 5150.815918
	Iteration 9F: 3 clusters Score -4740263 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4741059.500000 Penalty: 5150.815918
	Iteration 10Q: 3 clusters Score -4741060 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4741607.500000 Penalty: 5150.815918
	Iteration 11Q: 3 clusters Score -4741608 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -4741925.500000 Penalty: 5150.815918
	Iteration 12Q: 3 clusters Score -4741926 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4742141.500000 Penalty: 5150.815918
	Iteration 13Q: 3 clusters Score -4742142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4742271.500000 Penalty: 5150.815918
	Iteration 14Q: 3 clusters Score -4742272 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4742373.000000 Penalty: 5150.815918
	Iteration 15Q: 3 clusters Score -4742373 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -4742468.500000 Penalty: 5150.815918
	Iteration 16Q: 3 clusters Score -4742468 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4742550.000000 Penalty: 5150.815918
	Iteration 17Q: 3 clusters Score -4742550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4742634.000000 Penalty: 5150.815918
	Iteration 18Q: 3 clusters Score -4742634 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4742709.500000 Penalty: 5150.815918
	Iteration 19Q: 3 clusters Score -4742710 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4742776.500000 Penalty: 5150.815918
	Iteration 20F: 3 clusters Score -4742776 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4742856.000000 Penalty: 5150.815918
	Iteration 21Q: 3 clusters Score -4742856 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4742925.000000 Penalty: 5150.815918
	Iteration 22Q: 3 clusters Score -4742925 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -4743003.000000 Penalty: 5150.815918
	Iteration 23Q: 3 clusters Score -4743003 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4743065.500000 Penalty: 5150.815918
	Iteration 24Q: 3 clusters Score -4743066 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -4743117.500000 Penalty: 5150.815918
	Iteration 25Q: 3 clusters Score -4743118 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4743194.000000 Penalty: 5150.815918
	Iteration 26Q: 3 clusters Score -4743194 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4743224.500000 Penalty: 5150.815918
	Iteration 27Q: 3 clusters Score -4743224 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -4743279.000000 Penalty: 5150.815918
	Iteration 28Q: 3 clusters Score -4743279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4743303.000000 Penalty: 5150.815918
	Iteration 29Q: 3 clusters Score -4743303 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4743328.500000 Penalty: 5150.815918
	Iteration 30Q: 3 clusters Score -4743328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4743354.000000 Penalty: 5150.815918
	Iteration 31Q: 3 clusters Score -4743354 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -4743387.000000 Penalty: 5150.815918
	Iteration 32Q: 3 clusters Score -4743387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -4743402.000000 Penalty: 5150.815918
	Iteration 33Q: 3 clusters Score -4743402 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4743432.000000 Penalty: 5150.815918
	Iteration 34Q: 3 clusters Score -4743432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -4743422.500000 Penalty: 5150.815918
	Iteration 35Q: 3 clusters Score -4743422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4743427.500000 Penalty: 5150.815918
	Iteration 36Q: 3 clusters Score -4743428 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4743448.000000 Penalty: 5150.815918
	Iteration 37Q: 3 clusters Score -4743448 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4743468.000000 Penalty: 5150.815918
	Iteration 38Q: 3 clusters Score -4743468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -4743483.000000 Penalty: 5150.815918
	Iteration 39Q: 3 clusters Score -4743483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4743501.500000 Penalty: 5150.815918
	Iteration 40F: 3 clusters Score -4743502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4743506.000000 Penalty: 5150.815918
	Iteration 41Q: 3 clusters Score -4743506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4743512.500000 Penalty: 5150.815918
	Iteration 42Q: 3 clusters Score -4743512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -4743504.000000 Penalty: 5150.815918
	Iteration 43Q: 3 clusters Score -4743504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -4743520.500000 Penalty: 5150.815918
	Iteration 44Q: 3 clusters Score -4743520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -4743525.500000 Penalty: 5150.815918
	Iteration 45Q: 3 clusters Score -4743526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4743538.500000 Penalty: 5150.815918
	Iteration 46Q: 3 clusters Score -4743538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4743541.000000 Penalty: 5150.815918
	Iteration 47Q: 3 clusters Score -4743541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4743549.000000 Penalty: 5150.815918
	Iteration 48Q: 3 clusters Score -4743549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4743550.500000 Penalty: 5150.815918
	Iteration 49Q: 3 clusters Score -4743550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -4743551.500000 Penalty: 5150.815918
	Iteration 50Q: 3 clusters Score -4743552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4743557.000000 Penalty: 5150.815918
	Iteration 51Q: 3 clusters Score -4743557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -4743559.500000 Penalty: 5150.815918
	Iteration 52Q: 3 clusters Score -4743560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4743563.500000 Penalty: 5150.815918
	Iteration 53Q: 3 clusters Score -4743564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4743567.500000 Penalty: 5150.815918
	Iteration 54Q: 3 clusters Score -4743568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -4743569.500000 Penalty: 5150.815918
	Iteration 55Q: 3 clusters Score -4743570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4743593.000000 Penalty: 5150.815918
	Iteration 56Q: 3 clusters Score -4743593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4743586.000000 Penalty: 5150.815918
	Iteration 57Q: 3 clusters Score -4743586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4743588.000000 Penalty: 5150.815918
	Iteration 58Q: 3 clusters Score -4743588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4743586.500000 Penalty: 5150.815918
	Iteration 59Q: 3 clusters Score -4743586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4743588.000000 Penalty: 5150.815918
	Iteration 60F: 3 clusters Score -4743588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4743601.000000 Penalty: 5150.815918
	Iteration 61Q: 3 clusters Score -4743601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4743609.000000 Penalty: 5150.815918
	Iteration 62Q: 3 clusters Score -4743609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4743611.000000 Penalty: 5150.815918
	Iteration 63Q: 3 clusters Score -4743611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4743609.500000 Penalty: 5150.815918
	Iteration 64Q: 3 clusters Score -4743610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4743613.000000 Penalty: 5150.815918
	Iteration 65Q: 3 clusters Score -4743613 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -4743612.000000 Penalty: 5150.815918
	Iteration 66Q: 3 clusters Score -4743612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -4743632.000000 Penalty: 5150.815918
	Iteration 67Q: 3 clusters Score -4743632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4743634.500000 Penalty: 5150.815918
	Iteration 68Q: 3 clusters Score -4743634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4743653.000000 Penalty: 5150.815918
	Iteration 69Q: 3 clusters Score -4743653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4743652.500000 Penalty: 5150.815918
	Iteration 70Q: 3 clusters Score -4743652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4743659.500000 Penalty: 5150.815918
	Iteration 71Q: 3 clusters Score -4743660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -4743663.000000 Penalty: 5150.815918
	Iteration 72Q: 3 clusters Score -4743663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4743676.000000 Penalty: 5150.815918
	Iteration 73Q: 3 clusters Score -4743676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4743668.000000 Penalty: 5150.815918
	Iteration 74Q: 3 clusters Score -4743668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4743671.500000 Penalty: 5150.815918
	Iteration 75Q: 3 clusters Score -4743672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4743667.500000 Penalty: 5150.815918
	Iteration 76Q: 3 clusters Score -4743668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4743674.500000 Penalty: 5150.815918
	Iteration 77Q: 3 clusters Score -4743674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4743674.000000 Penalty: 5150.815918
	Iteration 78Q: 3 clusters Score -4743674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4743672.000000 Penalty: 5150.815918
	Iteration 79Q: 3 clusters Score -4743672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -4743676.500000 Penalty: 5150.815918
	Iteration 80F: 3 clusters Score -4743676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4743682.000000 Penalty: 5150.815918
	Iteration 81Q: 3 clusters Score -4743682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4743681.000000 Penalty: 5150.815918
	Iteration 82Q: 3 clusters Score -4743681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4743688.000000 Penalty: 5150.815918
	Iteration 83Q: 3 clusters Score -4743688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4743692.000000 Penalty: 5150.815918
	Iteration 84Q: 3 clusters Score -4743692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4743700.000000 Penalty: 5150.815918
	Iteration 85Q: 3 clusters Score -4743700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4743703.500000 Penalty: 5150.815918
	Iteration 86Q: 3 clusters Score -4743704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4743701.500000 Penalty: 5150.815918
	Iteration 87Q: 3 clusters Score -4743702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4743701.500000 Penalty: 5150.815918
	Iteration 88Q: 3 clusters Score -4743702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4743706.500000 Penalty: 5150.815918
	Iteration 89Q: 3 clusters Score -4743706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -4743702.000000 Penalty: 5150.815918
	Iteration 90Q: 3 clusters Score -4743702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4743697.500000 Penalty: 5150.815918
	Iteration 91Q: 3 clusters Score -4743698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4743703.500000 Penalty: 5150.815918
	Iteration 92Q: 3 clusters Score -4743704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4743704.500000 Penalty: 5150.815918
	Iteration 93Q: 3 clusters Score -4743704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4743701.500000 Penalty: 5150.815918
	Iteration 94Q: 3 clusters Score -4743702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4743703.500000 Penalty: 5150.815918
	Iteration 95Q: 3 clusters Score -4743704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -4743704.000000 Penalty: 5150.815918
	Iteration 96Q: 3 clusters Score -4743704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4743700.500000 Penalty: 5150.815918
	Iteration 97Q: 3 clusters Score -4743700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4743705.000000 Penalty: 5150.815918
	Iteration 98Q: 3 clusters Score -4743705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -4743703.500000 Penalty: 5150.815918
	Iteration 99Q: 3 clusters Score -4743704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4743704.500000 Penalty: 5150.815918
	Iteration 100F: 3 clusters Score -4743704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4743705.000000 Penalty: 5150.815918
	Iteration 101Q: 3 clusters Score -4743705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4743705.000000 Penalty: 5150.815918
	Iteration 102Q: 3 clusters Score -4743705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4743707.000000 Penalty: 5150.815918
	Iteration 103Q: 3 clusters Score -4743707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -4743713.000000 Penalty: 5150.815918
	Iteration 104Q: 3 clusters Score -4743713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4743709.000000 Penalty: 5150.815918
	Iteration 105Q: 3 clusters Score -4743709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4743706.000000 Penalty: 5150.815918
	Iteration 106Q: 3 clusters Score -4743706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4743706.000000 Penalty: 5150.815918
	Iteration 107F: 3 clusters Score -4743706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -1080266.500000 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -1080266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1073620.250000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -1073620 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1076145.875000 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -1076146 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1077333.250000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -1077333 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1078463.750000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -1078464 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1079279.375000 Penalty: 4493.578613
	Iteration 4F: 3 clusters Score -1079279 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1079762.250000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -1079762 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1080001.875000 Penalty: 4493.578613
	Iteration 6Q: 3 clusters Score -1080002 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1080177.625000 Penalty: 4493.578613
	Iteration 7Q: 3 clusters Score -1080178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1080293.375000 Penalty: 4493.578613
	Iteration 8Q: 3 clusters Score -1080293 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1080373.250000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -1080373 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1080438.000000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -1080438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1080495.625000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -1080496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1080551.250000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -1080551 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1080604.625000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -1080605 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1080656.125000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -1080656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1080693.750000 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -1080694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1080732.750000 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -1080733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1080775.125000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -1080775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1080827.000000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -1080827 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1080881.875000 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -1080882 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1080947.625000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -1080948 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1081023.875000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -1081024 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1081084.000000 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -1081084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1081141.875000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -1081142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1081207.125000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -1081207 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1081269.375000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -1081269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1081320.625000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -1081321 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1081371.625000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -1081372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1081423.000000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -1081423 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1081461.750000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -1081462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1081485.500000 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -1081486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1081494.875000 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -1081495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1081505.625000 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -1081506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1081513.625000 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -1081514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1081516.125000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -1081516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1081516.125000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -1081516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1081518.750000 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -1081519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1081520.375000 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -1081520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1081521.500000 Penalty: 4493.578613
	Iteration 38Q: 3 clusters Score -1081522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1081522.375000 Penalty: 4493.578613
	Iteration 39Q: 3 clusters Score -1081522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1081521.000000 Penalty: 4493.578613
	Iteration 40F: 3 clusters Score -1081521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1081522.875000 Penalty: 4493.578613
	Iteration 41Q: 3 clusters Score -1081523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1081521.875000 Penalty: 4493.578613
	Iteration 42Q: 3 clusters Score -1081522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1081521.875000 Penalty: 4493.578613
	Iteration 43F: 3 clusters Score -1081522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 130802 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Entering Unmasked Estep 
Score: -114922832.000000 Penalty: 91039.093750
Splitting cluster 11 changes total score from -114889800.000000 to -114922832.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (130802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130802 members 
Entering Unmasked Estep 
Score: -19513044.000000 Penalty: 2921.797119
	Iteration 0F: 2 clusters Score -1.951304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65257 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -19427500.000000 Penalty: 5843.594238
	Iteration 0F: 3 clusters Score -1.94275e+07 nChanged 61893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -19463962.000000 Penalty: 5843.594238
	Iteration 1F: 3 clusters Score -1.946396e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -19466206.000000 Penalty: 5843.594238
	Iteration 2Q: 3 clusters Score -1.946621e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -19470892.000000 Penalty: 5843.594238
	Iteration 3F: 3 clusters Score -1.947089e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66752 members 
Mstep: Class 2 contains 64050 members 
Entering Unmasked Estep 
Score: -19479882.000000 Penalty: 5843.594238
	Iteration 4F: 3 clusters Score -1.947988e+07 nChanged 11181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69411 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -19491374.000000 Penalty: 5843.594238
	Iteration 5F: 3 clusters Score -1.949137e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -19500272.000000 Penalty: 5843.594238
	Iteration 6F: 3 clusters Score -1.950027e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -19505802.000000 Penalty: 5843.594238
	Iteration 7F: 3 clusters Score -1.95058e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80221 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -19509808.000000 Penalty: 5843.594238
	Iteration 8F: 3 clusters Score -1.950981e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -19513360.000000 Penalty: 5843.594238
	Iteration 9Q: 3 clusters Score -1.951336e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -19517400.000000 Penalty: 5843.594238
	Iteration 10Q: 3 clusters Score -1.95174e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -19521584.000000 Penalty: 5843.594238
	Iteration 11Q: 3 clusters Score -1.952158e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -19524514.000000 Penalty: 5843.594238
	Iteration 12Q: 3 clusters Score -1.952451e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -19526012.000000 Penalty: 5843.594238
	Iteration 13Q: 3 clusters Score -1.952601e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -19526850.000000 Penalty: 5843.594238
	Iteration 14Q: 3 clusters Score -1.952685e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -19527430.000000 Penalty: 5843.594238
	Iteration 15Q: 3 clusters Score -1.952743e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -19527816.000000 Penalty: 5843.594238
	Iteration 16Q: 3 clusters Score -1.952782e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101248 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -19528038.000000 Penalty: 5843.594238
	Iteration 17Q: 3 clusters Score -1.952804e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -19528220.000000 Penalty: 5843.594238
	Iteration 18Q: 3 clusters Score -1.952822e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -19528270.000000 Penalty: 5843.594238
	Iteration 19Q: 3 clusters Score -1.952827e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -19528350.000000 Penalty: 5843.594238
	Iteration 20F: 3 clusters Score -1.952835e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103764 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -19528350.000000 Penalty: 5843.594238
	Iteration 21Q: 3 clusters Score -1.952835e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -19528422.000000 Penalty: 5843.594238
	Iteration 22Q: 3 clusters Score -1.952842e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -19528450.000000 Penalty: 5843.594238
	Iteration 23Q: 3 clusters Score -1.952845e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -19528448.000000 Penalty: 5843.594238
	Iteration 24Q: 3 clusters Score -1.952845e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -19528476.000000 Penalty: 5843.594238
	Iteration 25Q: 3 clusters Score -1.952848e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105166 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -19528422.000000 Penalty: 5843.594238
	Iteration 26Q: 3 clusters Score -1.952842e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -19528416.000000 Penalty: 5843.594238
	Iteration 27Q: 3 clusters Score -1.952842e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105481 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -19528456.000000 Penalty: 5843.594238
	Iteration 28Q: 3 clusters Score -1.952846e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105579 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -19528434.000000 Penalty: 5843.594238
	Iteration 29Q: 3 clusters Score -1.952843e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -19528420.000000 Penalty: 5843.594238
	Iteration 30Q: 3 clusters Score -1.952842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -19528420.000000 Penalty: 5843.594238
	Iteration 31Q: 3 clusters Score -1.952842e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105750 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -19528398.000000 Penalty: 5843.594238
	Iteration 32Q: 3 clusters Score -1.95284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105791 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -19528380.000000 Penalty: 5843.594238
	Iteration 33Q: 3 clusters Score -1.952838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105824 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -19528356.000000 Penalty: 5843.594238
	Iteration 34Q: 3 clusters Score -1.952836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -19528352.000000 Penalty: 5843.594238
	Iteration 35Q: 3 clusters Score -1.952835e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -19528346.000000 Penalty: 5843.594238
	Iteration 36Q: 3 clusters Score -1.952835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105887 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -19528346.000000 Penalty: 5843.594238
	Iteration 37Q: 3 clusters Score -1.952835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105892 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -19528352.000000 Penalty: 5843.594238
	Iteration 38Q: 3 clusters Score -1.952835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -19528352.000000 Penalty: 5843.594238
	Iteration 39Q: 3 clusters Score -1.952835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -19528354.000000 Penalty: 5843.594238
	Iteration 40F: 3 clusters Score -1.952835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105918 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -19528348.000000 Penalty: 5843.594238
	Iteration 41Q: 3 clusters Score -1.952835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -19528352.000000 Penalty: 5843.594238
	Iteration 42Q: 3 clusters Score -1.952835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -19528360.000000 Penalty: 5843.594238
	Iteration 43Q: 3 clusters Score -1.952836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -19528360.000000 Penalty: 5843.594238
	Iteration 44Q: 3 clusters Score -1.952836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -19528362.000000 Penalty: 5843.594238
	Iteration 45Q: 3 clusters Score -1.952836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -19528362.000000 Penalty: 5843.594238
	Iteration 46F: 3 clusters Score -1.952836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 16362 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Entering Unmasked Estep 
Score: -114936912.000000 Penalty: 94410.914062
Splitting cluster 12 changes total score from -114889800.000000 to -114936912.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (16362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Entering Unmasked Estep 
Score: -2316366.500000 Penalty: 2406.273682
	Iteration 0F: 2 clusters Score -2316366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2304609.000000 Penalty: 4812.547363
	Iteration 0F: 3 clusters Score -2304609 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2308978.000000 Penalty: 4812.547363
	Iteration 1F: 3 clusters Score -2308978 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2310395.250000 Penalty: 4812.547363
	Iteration 2F: 3 clusters Score -2310395 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -2312660.750000 Penalty: 4812.547363
	Iteration 3F: 3 clusters Score -2312661 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2315634.500000 Penalty: 4812.547363
	Iteration 4F: 3 clusters Score -2315634 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2317923.500000 Penalty: 4812.547363
	Iteration 5F: 3 clusters Score -2317924 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2319441.500000 Penalty: 4812.547363
	Iteration 6F: 3 clusters Score -2319442 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2320645.750000 Penalty: 4812.547363
	Iteration 7Q: 3 clusters Score -2320646 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2321525.000000 Penalty: 4812.547363
	Iteration 8Q: 3 clusters Score -2321525 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2321963.500000 Penalty: 4812.547363
	Iteration 9Q: 3 clusters Score -2321964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2322100.750000 Penalty: 4812.547363
	Iteration 10Q: 3 clusters Score -2322101 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2322189.500000 Penalty: 4812.547363
	Iteration 11Q: 3 clusters Score -2322190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2322227.000000 Penalty: 4812.547363
	Iteration 12Q: 3 clusters Score -2322227 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2322269.250000 Penalty: 4812.547363
	Iteration 13Q: 3 clusters Score -2322269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2322273.000000 Penalty: 4812.547363
	Iteration 14Q: 3 clusters Score -2322273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2322284.250000 Penalty: 4812.547363
	Iteration 15Q: 3 clusters Score -2322284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2322285.500000 Penalty: 4812.547363
	Iteration 16Q: 3 clusters Score -2322286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2322285.000000 Penalty: 4812.547363
	Iteration 17Q: 3 clusters Score -2322285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2322288.000000 Penalty: 4812.547363
	Iteration 18Q: 3 clusters Score -2322288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2322289.250000 Penalty: 4812.547363
	Iteration 19Q: 3 clusters Score -2322289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2322291.000000 Penalty: 4812.547363
	Iteration 20F: 3 clusters Score -2322291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2322290.250000 Penalty: 4812.547363
	Iteration 21Q: 3 clusters Score -2322290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2322292.750000 Penalty: 4812.547363
	Iteration 22Q: 3 clusters Score -2322293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2322292.750000 Penalty: 4812.547363
	Iteration 23F: 3 clusters Score -2322293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 37235 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Entering Unmasked Estep 
Score: -114941656.000000 Penalty: 97782.734375
Splitting cluster 13 changes total score from -114889800.000000 to -114941656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (37235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Entering Unmasked Estep 
Score: -5482497.500000 Penalty: 2610.201172
	Iteration 0F: 2 clusters Score -5482498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -5457300.500000 Penalty: 5220.402344
	Iteration 0F: 3 clusters Score -5457300 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -5467178.500000 Penalty: 5220.402344
	Iteration 1F: 3 clusters Score -5467178 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5468563.500000 Penalty: 5220.402344
	Iteration 2F: 3 clusters Score -5468564 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -5470543.500000 Penalty: 5220.402344
	Iteration 3F: 3 clusters Score -5470544 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5473273.000000 Penalty: 5220.402344
	Iteration 4F: 3 clusters Score -5473273 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5476096.500000 Penalty: 5220.402344
	Iteration 5F: 3 clusters Score -5476096 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5478138.000000 Penalty: 5220.402344
	Iteration 6F: 3 clusters Score -5478138 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -5479591.000000 Penalty: 5220.402344
	Iteration 7F: 3 clusters Score -5479591 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5480777.500000 Penalty: 5220.402344
	Iteration 8Q: 3 clusters Score -5480778 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -5481883.000000 Penalty: 5220.402344
	Iteration 9Q: 3 clusters Score -5481883 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5483002.000000 Penalty: 5220.402344
	Iteration 10Q: 3 clusters Score -5483002 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5484046.000000 Penalty: 5220.402344
	Iteration 11Q: 3 clusters Score -5484046 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5485012.500000 Penalty: 5220.402344
	Iteration 12Q: 3 clusters Score -5485012 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5485673.500000 Penalty: 5220.402344
	Iteration 13Q: 3 clusters Score -5485674 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -5485995.000000 Penalty: 5220.402344
	Iteration 14Q: 3 clusters Score -5485995 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -5486144.500000 Penalty: 5220.402344
	Iteration 15Q: 3 clusters Score -5486144 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -5486206.500000 Penalty: 5220.402344
	Iteration 16Q: 3 clusters Score -5486206 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -5486255.000000 Penalty: 5220.402344
	Iteration 17Q: 3 clusters Score -5486255 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5486275.000000 Penalty: 5220.402344
	Iteration 18Q: 3 clusters Score -5486275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5486286.500000 Penalty: 5220.402344
	Iteration 19Q: 3 clusters Score -5486286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -5486287.000000 Penalty: 5220.402344
	Iteration 20F: 3 clusters Score -5486287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -5486296.500000 Penalty: 5220.402344
	Iteration 21Q: 3 clusters Score -5486296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5486288.500000 Penalty: 5220.402344
	Iteration 22Q: 3 clusters Score -5486288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -5486285.500000 Penalty: 5220.402344
	Iteration 23Q: 3 clusters Score -5486286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -5486279.000000 Penalty: 5220.402344
	Iteration 24Q: 3 clusters Score -5486279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5486278.000000 Penalty: 5220.402344
	Iteration 25Q: 3 clusters Score -5486278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5486285.500000 Penalty: 5220.402344
	Iteration 26Q: 3 clusters Score -5486286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -5486279.500000 Penalty: 5220.402344
	Iteration 27Q: 3 clusters Score -5486280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -5486281.500000 Penalty: 5220.402344
	Iteration 28Q: 3 clusters Score -5486282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -5486289.000000 Penalty: 5220.402344
	Iteration 29Q: 3 clusters Score -5486289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5486287.500000 Penalty: 5220.402344
	Iteration 30Q: 3 clusters Score -5486288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -5486296.000000 Penalty: 5220.402344
	Iteration 31Q: 3 clusters Score -5486296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5486304.500000 Penalty: 5220.402344
	Iteration 32Q: 3 clusters Score -5486304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -5486300.000000 Penalty: 5220.402344
	Iteration 33Q: 3 clusters Score -5486300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -5486287.000000 Penalty: 5220.402344
	Iteration 34Q: 3 clusters Score -5486287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -5486286.500000 Penalty: 5220.402344
	Iteration 35Q: 3 clusters Score -5486286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -5486292.500000 Penalty: 5220.402344
	Iteration 36Q: 3 clusters Score -5486292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -5486295.000000 Penalty: 5220.402344
	Iteration 37Q: 3 clusters Score -5486295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -5486295.000000 Penalty: 5220.402344
	Iteration 38Q: 3 clusters Score -5486295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5486297.500000 Penalty: 5220.402344
	Iteration 39Q: 3 clusters Score -5486298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5486294.500000 Penalty: 5220.402344
	Iteration 40F: 3 clusters Score -5486294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5486295.000000 Penalty: 5220.402344
	Iteration 41Q: 3 clusters Score -5486295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -5486297.000000 Penalty: 5220.402344
	Iteration 42Q: 3 clusters Score -5486297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5486294.000000 Penalty: 5220.402344
	Iteration 43Q: 3 clusters Score -5486294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5486294.000000 Penalty: 5220.402344
	Iteration 44F: 3 clusters Score -5486294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 3989 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 23880 members 
Entering Unmasked Estep 
Score: -114944792.000000 Penalty: 101154.546875
Splitting cluster 14 changes total score from -114889800.000000 to -114944792.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (18468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Entering Unmasked Estep 
Score: -2540387.500000 Penalty: 2436.301025
	Iteration 0F: 2 clusters Score -2540388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2527344.000000 Penalty: 4872.602051
	Iteration 0F: 3 clusters Score -2527344 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2532295.000000 Penalty: 4872.602051
	Iteration 1F: 3 clusters Score -2532295 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2533208.750000 Penalty: 4872.602051
	Iteration 2F: 3 clusters Score -2533209 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2534202.500000 Penalty: 4872.602051
	Iteration 3F: 3 clusters Score -2534202 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2535165.000000 Penalty: 4872.602051
	Iteration 4F: 3 clusters Score -2535165 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2536040.500000 Penalty: 4872.602051
	Iteration 5F: 3 clusters Score -2536040 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2536805.000000 Penalty: 4872.602051
	Iteration 6F: 3 clusters Score -2536805 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2537416.750000 Penalty: 4872.602051
	Iteration 7Q: 3 clusters Score -2537417 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2537893.500000 Penalty: 4872.602051
	Iteration 8Q: 3 clusters Score -2537894 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2538251.000000 Penalty: 4872.602051
	Iteration 9Q: 3 clusters Score -2538251 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2538460.250000 Penalty: 4872.602051
	Iteration 10Q: 3 clusters Score -2538460 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2538620.000000 Penalty: 4872.602051
	Iteration 11Q: 3 clusters Score -2538620 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2538742.250000 Penalty: 4872.602051
	Iteration 12Q: 3 clusters Score -2538742 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2538871.750000 Penalty: 4872.602051
	Iteration 13Q: 3 clusters Score -2538872 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2538997.500000 Penalty: 4872.602051
	Iteration 14Q: 3 clusters Score -2538998 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2539116.750000 Penalty: 4872.602051
	Iteration 15Q: 3 clusters Score -2539117 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2539238.000000 Penalty: 4872.602051
	Iteration 16Q: 3 clusters Score -2539238 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2539345.000000 Penalty: 4872.602051
	Iteration 17Q: 3 clusters Score -2539345 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2539415.250000 Penalty: 4872.602051
	Iteration 18Q: 3 clusters Score -2539415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2539471.750000 Penalty: 4872.602051
	Iteration 19Q: 3 clusters Score -2539472 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2539523.500000 Penalty: 4872.602051
	Iteration 20F: 3 clusters Score -2539524 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2539568.750000 Penalty: 4872.602051
	Iteration 21Q: 3 clusters Score -2539569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2539601.250000 Penalty: 4872.602051
	Iteration 22Q: 3 clusters Score -2539601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2539618.750000 Penalty: 4872.602051
	Iteration 23Q: 3 clusters Score -2539619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2539640.750000 Penalty: 4872.602051
	Iteration 24Q: 3 clusters Score -2539641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2539660.000000 Penalty: 4872.602051
	Iteration 25Q: 3 clusters Score -2539660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2539671.500000 Penalty: 4872.602051
	Iteration 26Q: 3 clusters Score -2539672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2539693.500000 Penalty: 4872.602051
	Iteration 27Q: 3 clusters Score -2539694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2539719.500000 Penalty: 4872.602051
	Iteration 28Q: 3 clusters Score -2539720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2539739.000000 Penalty: 4872.602051
	Iteration 29Q: 3 clusters Score -2539739 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2539752.000000 Penalty: 4872.602051
	Iteration 30Q: 3 clusters Score -2539752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2539768.250000 Penalty: 4872.602051
	Iteration 31Q: 3 clusters Score -2539768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2539773.250000 Penalty: 4872.602051
	Iteration 32Q: 3 clusters Score -2539773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2539789.250000 Penalty: 4872.602051
	Iteration 33Q: 3 clusters Score -2539789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2539803.000000 Penalty: 4872.602051
	Iteration 34Q: 3 clusters Score -2539803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2539811.750000 Penalty: 4872.602051
	Iteration 35Q: 3 clusters Score -2539812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2539824.000000 Penalty: 4872.602051
	Iteration 36Q: 3 clusters Score -2539824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2539838.000000 Penalty: 4872.602051
	Iteration 37Q: 3 clusters Score -2539838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2539838.250000 Penalty: 4872.602051
	Iteration 38Q: 3 clusters Score -2539838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2539838.750000 Penalty: 4872.602051
	Iteration 39Q: 3 clusters Score -2539839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2539845.250000 Penalty: 4872.602051
	Iteration 40F: 3 clusters Score -2539845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2539846.250000 Penalty: 4872.602051
	Iteration 41Q: 3 clusters Score -2539846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2539847.750000 Penalty: 4872.602051
	Iteration 42Q: 3 clusters Score -2539848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2539843.000000 Penalty: 4872.602051
	Iteration 43Q: 3 clusters Score -2539843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2539842.500000 Penalty: 4872.602051
	Iteration 44Q: 3 clusters Score -2539842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2539844.750000 Penalty: 4872.602051
	Iteration 45Q: 3 clusters Score -2539845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2539846.000000 Penalty: 4872.602051
	Iteration 46Q: 3 clusters Score -2539846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2539848.250000 Penalty: 4872.602051
	Iteration 47Q: 3 clusters Score -2539848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2539851.000000 Penalty: 4872.602051
	Iteration 48Q: 3 clusters Score -2539851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2539856.500000 Penalty: 4872.602051
	Iteration 49Q: 3 clusters Score -2539856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2539855.000000 Penalty: 4872.602051
	Iteration 50Q: 3 clusters Score -2539855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2539855.750000 Penalty: 4872.602051
	Iteration 51Q: 3 clusters Score -2539856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2539861.000000 Penalty: 4872.602051
	Iteration 52Q: 3 clusters Score -2539861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2539859.500000 Penalty: 4872.602051
	Iteration 53Q: 3 clusters Score -2539860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2539861.750000 Penalty: 4872.602051
	Iteration 54Q: 3 clusters Score -2539862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2539866.750000 Penalty: 4872.602051
	Iteration 55Q: 3 clusters Score -2539867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2539867.250000 Penalty: 4872.602051
	Iteration 56Q: 3 clusters Score -2539867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2539872.750000 Penalty: 4872.602051
	Iteration 57Q: 3 clusters Score -2539873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2539872.000000 Penalty: 4872.602051
	Iteration 58Q: 3 clusters Score -2539872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2539868.500000 Penalty: 4872.602051
	Iteration 59Q: 3 clusters Score -2539868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2539872.500000 Penalty: 4872.602051
	Iteration 60F: 3 clusters Score -2539872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2539875.000000 Penalty: 4872.602051
	Iteration 61Q: 3 clusters Score -2539875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2539875.000000 Penalty: 4872.602051
	Iteration 62F: 3 clusters Score -2539875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -477241.406250 Penalty: 2056.241455
	Iteration 0F: 2 clusters Score -477241.4 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 2007 members 
Entering Unmasked Estep 
Score: -474225.687500 Penalty: 4112.482910
	Iteration 0F: 3 clusters Score -474225.7 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -485403.000000 Penalty: 4112.482910
	Iteration 1F: 3 clusters Score -485403 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -492257.281250 Penalty: 4112.482910
	Iteration 2F: 3 clusters Score -492257.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -493170.906250 Penalty: 4112.482910
	Iteration 3Q: 3 clusters Score -493170.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -493554.593750 Penalty: 4112.482910
	Iteration 4Q: 3 clusters Score -493554.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -493661.375000 Penalty: 4112.482910
	Iteration 5Q: 3 clusters Score -493661.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -493687.812500 Penalty: 4112.482910
	Iteration 6Q: 3 clusters Score -493687.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -493694.593750 Penalty: 4112.482910
	Iteration 7Q: 3 clusters Score -493694.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -493699.656250 Penalty: 4112.482910
	Iteration 8Q: 3 clusters Score -493699.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -493701.250000 Penalty: 4112.482910
	Iteration 9Q: 3 clusters Score -493701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -493701.687500 Penalty: 4112.482910
	Iteration 10Q: 3 clusters Score -493701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -493701.687500 Penalty: 4112.482910
	Iteration 11F: 3 clusters Score -493701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 67843 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 23880 members 
Mstep: Class 31 contains 1334 members 
Entering Unmasked Estep 
Score: -114960064.000000 Penalty: 104526.367188
Splitting cluster 16 changes total score from -114889800.000000 to -114960064.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (67843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Entering Unmasked Estep 
Score: -10017046.000000 Penalty: 2758.988037
	Iteration 0F: 2 clusters Score -1.001705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -9971373.000000 Penalty: 5517.976074
	Iteration 0F: 3 clusters Score -9971373 nChanged 31788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -9990200.000000 Penalty: 5517.976074
	Iteration 1F: 3 clusters Score -9990200 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -9992977.000000 Penalty: 5517.976074
	Iteration 2F: 3 clusters Score -9992977 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -9997427.000000 Penalty: 5517.976074
	Iteration 3F: 3 clusters Score -9997427 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -10003288.000000 Penalty: 5517.976074
	Iteration 4F: 3 clusters Score -1.000329e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -10008911.000000 Penalty: 5517.976074
	Iteration 5F: 3 clusters Score -1.000891e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10012877.000000 Penalty: 5517.976074
	Iteration 6F: 3 clusters Score -1.001288e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -10015546.000000 Penalty: 5517.976074
	Iteration 7F: 3 clusters Score -1.001555e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -10017267.000000 Penalty: 5517.976074
	Iteration 8Q: 3 clusters Score -1.001727e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -10018449.000000 Penalty: 5517.976074
	Iteration 9Q: 3 clusters Score -1.001845e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -10019328.000000 Penalty: 5517.976074
	Iteration 10Q: 3 clusters Score -1.001933e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -10019864.000000 Penalty: 5517.976074
	Iteration 11Q: 3 clusters Score -1.001986e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -10020266.000000 Penalty: 5517.976074
	Iteration 12Q: 3 clusters Score -1.002027e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -10020550.000000 Penalty: 5517.976074
	Iteration 13Q: 3 clusters Score -1.002055e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -10020749.000000 Penalty: 5517.976074
	Iteration 14Q: 3 clusters Score -1.002075e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -10020901.000000 Penalty: 5517.976074
	Iteration 15Q: 3 clusters Score -1.00209e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -10020994.000000 Penalty: 5517.976074
	Iteration 16Q: 3 clusters Score -1.002099e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -10021088.000000 Penalty: 5517.976074
	Iteration 17Q: 3 clusters Score -1.002109e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -10021115.000000 Penalty: 5517.976074
	Iteration 18Q: 3 clusters Score -1.002112e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -10021198.000000 Penalty: 5517.976074
	Iteration 19Q: 3 clusters Score -1.00212e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -10021286.000000 Penalty: 5517.976074
	Iteration 20F: 3 clusters Score -1.002129e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10021373.000000 Penalty: 5517.976074
	Iteration 21Q: 3 clusters Score -1.002137e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -10021395.000000 Penalty: 5517.976074
	Iteration 22Q: 3 clusters Score -1.00214e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10021415.000000 Penalty: 5517.976074
	Iteration 23Q: 3 clusters Score -1.002142e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -10021428.000000 Penalty: 5517.976074
	Iteration 24Q: 3 clusters Score -1.002143e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -10021510.000000 Penalty: 5517.976074
	Iteration 25Q: 3 clusters Score -1.002151e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -10021550.000000 Penalty: 5517.976074
	Iteration 26Q: 3 clusters Score -1.002155e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -10021573.000000 Penalty: 5517.976074
	Iteration 27Q: 3 clusters Score -1.002157e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -10021649.000000 Penalty: 5517.976074
	Iteration 28Q: 3 clusters Score -1.002165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -10021646.000000 Penalty: 5517.976074
	Iteration 29Q: 3 clusters Score -1.002165e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -10021665.000000 Penalty: 5517.976074
	Iteration 30Q: 3 clusters Score -1.002166e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -10021685.000000 Penalty: 5517.976074
	Iteration 31Q: 3 clusters Score -1.002168e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -10021691.000000 Penalty: 5517.976074
	Iteration 32Q: 3 clusters Score -1.002169e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -10021713.000000 Penalty: 5517.976074
	Iteration 33Q: 3 clusters Score -1.002171e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -10021728.000000 Penalty: 5517.976074
	Iteration 34Q: 3 clusters Score -1.002173e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -10021737.000000 Penalty: 5517.976074
	Iteration 35Q: 3 clusters Score -1.002174e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -10021745.000000 Penalty: 5517.976074
	Iteration 36Q: 3 clusters Score -1.002174e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -10021752.000000 Penalty: 5517.976074
	Iteration 37Q: 3 clusters Score -1.002175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -10021754.000000 Penalty: 5517.976074
	Iteration 38Q: 3 clusters Score -1.002175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -10021778.000000 Penalty: 5517.976074
	Iteration 39Q: 3 clusters Score -1.002178e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -10021786.000000 Penalty: 5517.976074
	Iteration 40F: 3 clusters Score -1.002179e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -10021801.000000 Penalty: 5517.976074
	Iteration 41Q: 3 clusters Score -1.00218e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -10021816.000000 Penalty: 5517.976074
	Iteration 42Q: 3 clusters Score -1.002182e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -10021834.000000 Penalty: 5517.976074
	Iteration 43Q: 3 clusters Score -1.002183e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -10021836.000000 Penalty: 5517.976074
	Iteration 44Q: 3 clusters Score -1.002184e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -10021851.000000 Penalty: 5517.976074
	Iteration 45Q: 3 clusters Score -1.002185e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5517.976074
	Iteration 46Q: 3 clusters Score -1.002183e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -10021829.000000 Penalty: 5517.976074
	Iteration 47Q: 3 clusters Score -1.002183e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5517.976074
	Iteration 48Q: 3 clusters Score -1.002183e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -10021804.000000 Penalty: 5517.976074
	Iteration 49Q: 3 clusters Score -1.00218e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -10021808.000000 Penalty: 5517.976074
	Iteration 50Q: 3 clusters Score -1.002181e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -10021814.000000 Penalty: 5517.976074
	Iteration 51Q: 3 clusters Score -1.002181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -10021815.000000 Penalty: 5517.976074
	Iteration 52Q: 3 clusters Score -1.002182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -10021831.000000 Penalty: 5517.976074
	Iteration 53Q: 3 clusters Score -1.002183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -10021828.000000 Penalty: 5517.976074
	Iteration 54Q: 3 clusters Score -1.002183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -10021824.000000 Penalty: 5517.976074
	Iteration 55Q: 3 clusters Score -1.002182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -10021819.000000 Penalty: 5517.976074
	Iteration 56Q: 3 clusters Score -1.002182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10021826.000000 Penalty: 5517.976074
	Iteration 57Q: 3 clusters Score -1.002183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5517.976074
	Iteration 58Q: 3 clusters Score -1.002183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -10021828.000000 Penalty: 5517.976074
	Iteration 59Q: 3 clusters Score -1.002183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -10021827.000000 Penalty: 5517.976074
	Iteration 60F: 3 clusters Score -1.002183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10021829.000000 Penalty: 5517.976074
	Iteration 61Q: 3 clusters Score -1.002183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -10021829.000000 Penalty: 5517.976074
	Iteration 62F: 3 clusters Score -1.002183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 16117 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 23880 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 51726 members 
Entering Unmasked Estep 
Score: -114964000.000000 Penalty: 107898.187500
Splitting cluster 17 changes total score from -114889800.000000 to -114964000.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (24582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Entering Unmasked Estep 
Score: -3494326.250000 Penalty: 2507.222900
	Iteration 0F: 2 clusters Score -3494326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3477387.000000 Penalty: 5014.445801
	Iteration 0F: 3 clusters Score -3477387 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3483380.750000 Penalty: 5014.445801
	Iteration 1F: 3 clusters Score -3483381 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3484262.250000 Penalty: 5014.445801
	Iteration 2F: 3 clusters Score -3484262 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3485565.250000 Penalty: 5014.445801
	Iteration 3F: 3 clusters Score -3485565 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3487562.750000 Penalty: 5014.445801
	Iteration 4F: 3 clusters Score -3487563 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3489821.000000 Penalty: 5014.445801
	Iteration 5F: 3 clusters Score -3489821 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3491580.500000 Penalty: 5014.445801
	Iteration 6F: 3 clusters Score -3491580 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -3492868.750000 Penalty: 5014.445801
	Iteration 7F: 3 clusters Score -3492869 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3493824.750000 Penalty: 5014.445801
	Iteration 8F: 3 clusters Score -3493825 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3494859.750000 Penalty: 5014.445801
	Iteration 9Q: 3 clusters Score -3494860 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -3495941.750000 Penalty: 5014.445801
	Iteration 10Q: 3 clusters Score -3495942 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3496845.000000 Penalty: 5014.445801
	Iteration 11Q: 3 clusters Score -3496845 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3497493.500000 Penalty: 5014.445801
	Iteration 12Q: 3 clusters Score -3497494 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3497937.250000 Penalty: 5014.445801
	Iteration 13Q: 3 clusters Score -3497937 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3498258.250000 Penalty: 5014.445801
	Iteration 14Q: 3 clusters Score -3498258 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3498432.750000 Penalty: 5014.445801
	Iteration 15Q: 3 clusters Score -3498433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3498513.500000 Penalty: 5014.445801
	Iteration 16Q: 3 clusters Score -3498514 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3498601.000000 Penalty: 5014.445801
	Iteration 17Q: 3 clusters Score -3498601 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3498650.750000 Penalty: 5014.445801
	Iteration 18Q: 3 clusters Score -3498651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3498716.750000 Penalty: 5014.445801
	Iteration 19Q: 3 clusters Score -3498717 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3498773.250000 Penalty: 5014.445801
	Iteration 20F: 3 clusters Score -3498773 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3498813.750000 Penalty: 5014.445801
	Iteration 21Q: 3 clusters Score -3498814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3498862.000000 Penalty: 5014.445801
	Iteration 22Q: 3 clusters Score -3498862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3498905.250000 Penalty: 5014.445801
	Iteration 23Q: 3 clusters Score -3498905 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3498937.000000 Penalty: 5014.445801
	Iteration 24Q: 3 clusters Score -3498937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3498977.000000 Penalty: 5014.445801
	Iteration 25Q: 3 clusters Score -3498977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3498984.750000 Penalty: 5014.445801
	Iteration 26Q: 3 clusters Score -3498985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -3499019.250000 Penalty: 5014.445801
	Iteration 27Q: 3 clusters Score -3499019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3499013.250000 Penalty: 5014.445801
	Iteration 28Q: 3 clusters Score -3499013 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3499022.000000 Penalty: 5014.445801
	Iteration 29Q: 3 clusters Score -3499022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3499029.000000 Penalty: 5014.445801
	Iteration 30Q: 3 clusters Score -3499029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3499035.000000 Penalty: 5014.445801
	Iteration 31Q: 3 clusters Score -3499035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3499049.250000 Penalty: 5014.445801
	Iteration 32Q: 3 clusters Score -3499049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3499048.500000 Penalty: 5014.445801
	Iteration 33Q: 3 clusters Score -3499048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3499044.500000 Penalty: 5014.445801
	Iteration 34Q: 3 clusters Score -3499044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3499049.250000 Penalty: 5014.445801
	Iteration 35Q: 3 clusters Score -3499049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3499049.500000 Penalty: 5014.445801
	Iteration 36Q: 3 clusters Score -3499050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3499052.250000 Penalty: 5014.445801
	Iteration 37Q: 3 clusters Score -3499052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3499055.500000 Penalty: 5014.445801
	Iteration 38Q: 3 clusters Score -3499056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3499056.750000 Penalty: 5014.445801
	Iteration 39Q: 3 clusters Score -3499057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3499055.250000 Penalty: 5014.445801
	Iteration 40F: 3 clusters Score -3499055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3499051.500000 Penalty: 5014.445801
	Iteration 41Q: 3 clusters Score -3499052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3499054.750000 Penalty: 5014.445801
	Iteration 42Q: 3 clusters Score -3499055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3499050.750000 Penalty: 5014.445801
	Iteration 43Q: 3 clusters Score -3499051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3499051.250000 Penalty: 5014.445801
	Iteration 44Q: 3 clusters Score -3499051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3499048.000000 Penalty: 5014.445801
	Iteration 45Q: 3 clusters Score -3499048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3499048.250000 Penalty: 5014.445801
	Iteration 46Q: 3 clusters Score -3499048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3499048.750000 Penalty: 5014.445801
	Iteration 47Q: 3 clusters Score -3499049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -3499051.250000 Penalty: 5014.445801
	Iteration 48Q: 3 clusters Score -3499051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3499053.000000 Penalty: 5014.445801
	Iteration 49Q: 3 clusters Score -3499053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3499051.250000 Penalty: 5014.445801
	Iteration 50Q: 3 clusters Score -3499051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3499051.500000 Penalty: 5014.445801
	Iteration 51Q: 3 clusters Score -3499052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3499049.250000 Penalty: 5014.445801
	Iteration 52Q: 3 clusters Score -3499049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3499049.250000 Penalty: 5014.445801
	Iteration 53F: 3 clusters Score -3499049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 16117 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 23443 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 23880 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 51726 members 
Mstep: Class 33 contains 17063 members 
Entering Unmasked Estep 
Score: -114967536.000000 Penalty: 111270.007812
Splitting cluster 18 changes total score from -114889800.000000 to -114967536.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -1912130.625000 Penalty: 2349.078125
	Iteration 0F: 2 clusters Score -1912131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1902621.750000 Penalty: 4698.156250
	Iteration 0F: 3 clusters Score -1902622 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1905934.750000 Penalty: 4698.156250
	Iteration 1F: 3 clusters Score -1905935 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1906824.125000 Penalty: 4698.156250
	Iteration 2F: 3 clusters Score -1906824 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1907826.625000 Penalty: 4698.156250
	Iteration 3F: 3 clusters Score -1907827 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1908677.000000 Penalty: 4698.156250
	Iteration 4F: 3 clusters Score -1908677 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1909387.625000 Penalty: 4698.156250
	Iteration 5F: 3 clusters Score -1909388 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1909897.250000 Penalty: 4698.156250
	Iteration 6F: 3 clusters Score -1909897 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1910216.000000 Penalty: 4698.156250
	Iteration 7Q: 3 clusters Score -1910216 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1910405.750000 Penalty: 4698.156250
	Iteration 8Q: 3 clusters Score -1910406 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1910509.500000 Penalty: 4698.156250
	Iteration 9Q: 3 clusters Score -1910510 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1910604.875000 Penalty: 4698.156250
	Iteration 10Q: 3 clusters Score -1910605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1910680.250000 Penalty: 4698.156250
	Iteration 11Q: 3 clusters Score -1910680 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1910734.875000 Penalty: 4698.156250
	Iteration 12Q: 3 clusters Score -1910735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1910775.125000 Penalty: 4698.156250
	Iteration 13Q: 3 clusters Score -1910775 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1910791.250000 Penalty: 4698.156250
	Iteration 14Q: 3 clusters Score -1910791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1910804.000000 Penalty: 4698.156250
	Iteration 15Q: 3 clusters Score -1910804 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1910823.000000 Penalty: 4698.156250
	Iteration 16Q: 3 clusters Score -1910823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1910834.875000 Penalty: 4698.156250
	Iteration 17Q: 3 clusters Score -1910835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1910848.625000 Penalty: 4698.156250
	Iteration 18Q: 3 clusters Score -1910849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1910850.125000 Penalty: 4698.156250
	Iteration 19Q: 3 clusters Score -1910850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1910861.125000 Penalty: 4698.156250
	Iteration 20F: 3 clusters Score -1910861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1910876.625000 Penalty: 4698.156250
	Iteration 21Q: 3 clusters Score -1910877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1910883.250000 Penalty: 4698.156250
	Iteration 22Q: 3 clusters Score -1910883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1910889.125000 Penalty: 4698.156250
	Iteration 23Q: 3 clusters Score -1910889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1910891.875000 Penalty: 4698.156250
	Iteration 24Q: 3 clusters Score -1910892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1910898.250000 Penalty: 4698.156250
	Iteration 25Q: 3 clusters Score -1910898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1910904.500000 Penalty: 4698.156250
	Iteration 26Q: 3 clusters Score -1910904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1910912.125000 Penalty: 4698.156250
	Iteration 27Q: 3 clusters Score -1910912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1910913.500000 Penalty: 4698.156250
	Iteration 28Q: 3 clusters Score -1910914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1910920.375000 Penalty: 4698.156250
	Iteration 29Q: 3 clusters Score -1910920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1910930.500000 Penalty: 4698.156250
	Iteration 30Q: 3 clusters Score -1910930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1910938.625000 Penalty: 4698.156250
	Iteration 31Q: 3 clusters Score -1910939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1910944.250000 Penalty: 4698.156250
	Iteration 32Q: 3 clusters Score -1910944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1910945.000000 Penalty: 4698.156250
	Iteration 33Q: 3 clusters Score -1910945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1910950.625000 Penalty: 4698.156250
	Iteration 34Q: 3 clusters Score -1910951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1910959.500000 Penalty: 4698.156250
	Iteration 35Q: 3 clusters Score -1910960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1910978.250000 Penalty: 4698.156250
	Iteration 36Q: 3 clusters Score -1910978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1910996.000000 Penalty: 4698.156250
	Iteration 37Q: 3 clusters Score -1910996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1911018.000000 Penalty: 4698.156250
	Iteration 38Q: 3 clusters Score -1911018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1911045.375000 Penalty: 4698.156250
	Iteration 39Q: 3 clusters Score -1911045 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1911071.875000 Penalty: 4698.156250
	Iteration 40F: 3 clusters Score -1911072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1911090.875000 Penalty: 4698.156250
	Iteration 41Q: 3 clusters Score -1911091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1911105.500000 Penalty: 4698.156250
	Iteration 42Q: 3 clusters Score -1911106 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1911120.875000 Penalty: 4698.156250
	Iteration 43Q: 3 clusters Score -1911121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1911131.625000 Penalty: 4698.156250
	Iteration 44Q: 3 clusters Score -1911132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1911140.375000 Penalty: 4698.156250
	Iteration 45Q: 3 clusters Score -1911140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1911156.500000 Penalty: 4698.156250
	Iteration 46Q: 3 clusters Score -1911156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1911164.000000 Penalty: 4698.156250
	Iteration 47Q: 3 clusters Score -1911164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1911170.000000 Penalty: 4698.156250
	Iteration 48Q: 3 clusters Score -1911170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1911177.625000 Penalty: 4698.156250
	Iteration 49Q: 3 clusters Score -1911178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1911187.000000 Penalty: 4698.156250
	Iteration 50Q: 3 clusters Score -1911187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1911195.375000 Penalty: 4698.156250
	Iteration 51Q: 3 clusters Score -1911195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1911206.125000 Penalty: 4698.156250
	Iteration 52Q: 3 clusters Score -1911206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1911215.000000 Penalty: 4698.156250
	Iteration 53Q: 3 clusters Score -1911215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1911216.500000 Penalty: 4698.156250
	Iteration 54Q: 3 clusters Score -1911216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1911222.875000 Penalty: 4698.156250
	Iteration 55Q: 3 clusters Score -1911223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1911225.250000 Penalty: 4698.156250
	Iteration 56Q: 3 clusters Score -1911225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1911227.625000 Penalty: 4698.156250
	Iteration 57Q: 3 clusters Score -1911228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1911229.375000 Penalty: 4698.156250
	Iteration 58Q: 3 clusters Score -1911229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1911238.000000 Penalty: 4698.156250
	Iteration 59Q: 3 clusters Score -1911238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1911238.875000 Penalty: 4698.156250
	Iteration 60F: 3 clusters Score -1911239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1911238.125000 Penalty: 4698.156250
	Iteration 61Q: 3 clusters Score -1911238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1911238.125000 Penalty: 4698.156250
	Iteration 62Q: 3 clusters Score -1911238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1911237.375000 Penalty: 4698.156250
	Iteration 63Q: 3 clusters Score -1911237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1911242.000000 Penalty: 4698.156250
	Iteration 64Q: 3 clusters Score -1911242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1911242.625000 Penalty: 4698.156250
	Iteration 65Q: 3 clusters Score -1911243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1911243.750000 Penalty: 4698.156250
	Iteration 66Q: 3 clusters Score -1911244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1911245.375000 Penalty: 4698.156250
	Iteration 67Q: 3 clusters Score -1911245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1911245.375000 Penalty: 4698.156250
	Iteration 68F: 3 clusters Score -1911245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Entering Unmasked Estep 
Score: -3180685.000000 Penalty: 2495.457275
	Iteration 0F: 2 clusters Score -3180685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3164388.750000 Penalty: 4990.914551
	Iteration 0F: 3 clusters Score -3164389 nChanged 10531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3170517.250000 Penalty: 4990.914551
	Iteration 1F: 3 clusters Score -3170517 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3171955.500000 Penalty: 4990.914551
	Iteration 2F: 3 clusters Score -3171956 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3173783.500000 Penalty: 4990.914551
	Iteration 3F: 3 clusters Score -3173784 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3175802.750000 Penalty: 4990.914551
	Iteration 4F: 3 clusters Score -3175803 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3177298.500000 Penalty: 4990.914551
	Iteration 5F: 3 clusters Score -3177298 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3178199.000000 Penalty: 4990.914551
	Iteration 6F: 3 clusters Score -3178199 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3178825.250000 Penalty: 4990.914551
	Iteration 7Q: 3 clusters Score -3178825 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3179307.000000 Penalty: 4990.914551
	Iteration 8Q: 3 clusters Score -3179307 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3179656.500000 Penalty: 4990.914551
	Iteration 9Q: 3 clusters Score -3179656 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3179920.250000 Penalty: 4990.914551
	Iteration 10Q: 3 clusters Score -3179920 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3180115.500000 Penalty: 4990.914551
	Iteration 11Q: 3 clusters Score -3180116 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -3180329.000000 Penalty: 4990.914551
	Iteration 12Q: 3 clusters Score -3180329 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3180537.000000 Penalty: 4990.914551
	Iteration 13Q: 3 clusters Score -3180537 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3180709.250000 Penalty: 4990.914551
	Iteration 14Q: 3 clusters Score -3180709 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3180854.500000 Penalty: 4990.914551
	Iteration 15Q: 3 clusters Score -3180854 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3180958.000000 Penalty: 4990.914551
	Iteration 16Q: 3 clusters Score -3180958 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3181035.250000 Penalty: 4990.914551
	Iteration 17Q: 3 clusters Score -3181035 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3181081.750000 Penalty: 4990.914551
	Iteration 18Q: 3 clusters Score -3181082 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3181136.000000 Penalty: 4990.914551
	Iteration 19Q: 3 clusters Score -3181136 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -3181185.500000 Penalty: 4990.914551
	Iteration 20F: 3 clusters Score -3181186 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3181237.250000 Penalty: 4990.914551
	Iteration 21Q: 3 clusters Score -3181237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3181268.500000 Penalty: 4990.914551
	Iteration 22Q: 3 clusters Score -3181268 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3181317.250000 Penalty: 4990.914551
	Iteration 23Q: 3 clusters Score -3181317 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3181365.000000 Penalty: 4990.914551
	Iteration 24Q: 3 clusters Score -3181365 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3181421.000000 Penalty: 4990.914551
	Iteration 25Q: 3 clusters Score -3181421 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3181499.000000 Penalty: 4990.914551
	Iteration 26Q: 3 clusters Score -3181499 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3181538.750000 Penalty: 4990.914551
	Iteration 27Q: 3 clusters Score -3181539 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3181596.500000 Penalty: 4990.914551
	Iteration 28Q: 3 clusters Score -3181596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3181657.000000 Penalty: 4990.914551
	Iteration 29Q: 3 clusters Score -3181657 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3181716.750000 Penalty: 4990.914551
	Iteration 30Q: 3 clusters Score -3181717 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3181771.000000 Penalty: 4990.914551
	Iteration 31Q: 3 clusters Score -3181771 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3181830.000000 Penalty: 4990.914551
	Iteration 32Q: 3 clusters Score -3181830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3181857.250000 Penalty: 4990.914551
	Iteration 33Q: 3 clusters Score -3181857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3181876.750000 Penalty: 4990.914551
	Iteration 34Q: 3 clusters Score -3181877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3181917.250000 Penalty: 4990.914551
	Iteration 35Q: 3 clusters Score -3181917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3181947.000000 Penalty: 4990.914551
	Iteration 36Q: 3 clusters Score -3181947 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -3181976.750000 Penalty: 4990.914551
	Iteration 37Q: 3 clusters Score -3181977 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3182017.500000 Penalty: 4990.914551
	Iteration 38Q: 3 clusters Score -3182018 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3182047.000000 Penalty: 4990.914551
	Iteration 39Q: 3 clusters Score -3182047 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3182084.750000 Penalty: 4990.914551
	Iteration 40F: 3 clusters Score -3182085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3182130.250000 Penalty: 4990.914551
	Iteration 41Q: 3 clusters Score -3182130 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3182196.000000 Penalty: 4990.914551
	Iteration 42Q: 3 clusters Score -3182196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3182261.500000 Penalty: 4990.914551
	Iteration 43Q: 3 clusters Score -3182262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3182365.750000 Penalty: 4990.914551
	Iteration 44Q: 3 clusters Score -3182366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3182456.000000 Penalty: 4990.914551
	Iteration 45Q: 3 clusters Score -3182456 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -3182562.500000 Penalty: 4990.914551
	Iteration 46Q: 3 clusters Score -3182562 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3182672.500000 Penalty: 4990.914551
	Iteration 47Q: 3 clusters Score -3182672 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3182772.250000 Penalty: 4990.914551
	Iteration 48Q: 3 clusters Score -3182772 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3182882.250000 Penalty: 4990.914551
	Iteration 49Q: 3 clusters Score -3182882 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -3182986.000000 Penalty: 4990.914551
	Iteration 50Q: 3 clusters Score -3182986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3183044.000000 Penalty: 4990.914551
	Iteration 51Q: 3 clusters Score -3183044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3183096.000000 Penalty: 4990.914551
	Iteration 52Q: 3 clusters Score -3183096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3183124.750000 Penalty: 4990.914551
	Iteration 53Q: 3 clusters Score -3183125 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3183139.750000 Penalty: 4990.914551
	Iteration 54Q: 3 clusters Score -3183140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3183155.500000 Penalty: 4990.914551
	Iteration 55Q: 3 clusters Score -3183156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3183160.000000 Penalty: 4990.914551
	Iteration 56Q: 3 clusters Score -3183160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3183164.500000 Penalty: 4990.914551
	Iteration 57Q: 3 clusters Score -3183164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -3183163.000000 Penalty: 4990.914551
	Iteration 58Q: 3 clusters Score -3183163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3183168.000000 Penalty: 4990.914551
	Iteration 59Q: 3 clusters Score -3183168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3183166.000000 Penalty: 4990.914551
	Iteration 60F: 3 clusters Score -3183166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -3183173.250000 Penalty: 4990.914551
	Iteration 61Q: 3 clusters Score -3183173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -3183171.750000 Penalty: 4990.914551
	Iteration 62Q: 3 clusters Score -3183172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3183172.500000 Penalty: 4990.914551
	Iteration 63Q: 3 clusters Score -3183172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3183166.000000 Penalty: 4990.914551
	Iteration 64Q: 3 clusters Score -3183166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -3183171.000000 Penalty: 4990.914551
	Iteration 65Q: 3 clusters Score -3183171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3183166.500000 Penalty: 4990.914551
	Iteration 66Q: 3 clusters Score -3183166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -3183168.750000 Penalty: 4990.914551
	Iteration 67Q: 3 clusters Score -3183169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3183166.250000 Penalty: 4990.914551
	Iteration 68Q: 3 clusters Score -3183166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3183168.750000 Penalty: 4990.914551
	Iteration 69Q: 3 clusters Score -3183169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3183168.500000 Penalty: 4990.914551
	Iteration 70Q: 3 clusters Score -3183168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3183167.500000 Penalty: 4990.914551
	Iteration 71Q: 3 clusters Score -3183168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3183168.250000 Penalty: 4990.914551
	Iteration 72Q: 3 clusters Score -3183168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3183172.500000 Penalty: 4990.914551
	Iteration 73Q: 3 clusters Score -3183172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3183171.750000 Penalty: 4990.914551
	Iteration 74Q: 3 clusters Score -3183172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3183171.750000 Penalty: 4990.914551
	Iteration 75F: 3 clusters Score -3183172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 16117 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 19 contains 74810 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 7776 members 
Mstep: Class 22 contains 12579 members 
Mstep: Class 23 contains 986 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 35072 members 
Mstep: Class 27 contains 3393 members 
Mstep: Class 28 contains 24869 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 23880 members 
Mstep: Class 31 contains 1334 members 
Mstep: Class 32 contains 51726 members 
Mstep: Class 33 contains 17063 members 
Mstep: Class 34 contains 15667 members 
Entering Unmasked Estep 
Score: -114969432.000000 Penalty: 114641.820312
Splitting cluster 21 changes total score from -114889800.000000 to -114969432.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 106281 members 
Mstep: Class 3 contains 6478 members 
Mstep: Class 4 contains 70850 members 
Mstep: Class 5 contains 64512 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 3416 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 105933 members 
Mstep: Class 13 contains 8216 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 18468 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 16117 members 
Mstep: Class 18 contains 7519 members 
Mstep: Class 20 contains 12992 members 
Mstep: Class 21 contains 7776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114992480.000000 Penalty: 114641.820312
Iteration 39Q: 35 clusters Score -1.149925e+08 nChanged 30094
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 108286 members 
Mstep: Class 3 contains 6755 members 
Mstep: Class 4 contains 72987 members 
Mstep: Class 5 contains 64651 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 3773 members 
Mstep: Class 9 contains 9509 members 
Mstep: Class 10 contains 32330 members 
Mstep: Class 11 contains 5741 members 
Mstep: Class 12 contains 105775 members 
Mstep: Class 13 contains 8174 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 18578 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 16677 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 75255 members 
Mstep: Class 20 contains 12843 members 
Mstep: Class 21 contains 8910 members 
Mstep: Class 22 contains 11854 members 
Mstep: Class 23 contains 1098 members 
Mstep: Class 24 contains 11939 members 
Mstep: Class 25 contains 1401 members 
Mstep: Class 26 contains 34126 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 24315 members 
Mstep: Class 29 contains 7967 members 
Mstep: Class 30 contains 23065 members 
Mstep: Class 31 contains 1182 members 
Mstep: Class 32 contains 49843 members 
Mstep: Class 33 contains 15511 members 
Mstep: Class 34 contains 15017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009392.000000 Penalty: 114641.820312
Iteration 40F: 35 clusters Score -1.150094e+08 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 108019 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 72189 members 
Mstep: Class 5 contains 64264 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 13633 members 
Mstep: Class 8 contains 3944 members 
Mstep: Class 9 contains 9875 members 
Mstep: Class 10 contains 31768 members 
Mstep: Class 11 contains 5907 members 
Mstep: Class 12 contains 104432 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 18027 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 16696 members 
Mstep: Class 18 contains 7930 members 
Mstep: Class 19 contains 77019 members 
Mstep: Class 20 contains 12696 members 
Mstep: Class 21 contains 9777 members 
Mstep: Class 22 contains 12143 members 
Mstep: Class 23 contains 1143 members 
Mstep: Class 24 contains 12014 members 
Mstep: Class 25 contains 1423 members 
Mstep: Class 26 contains 34261 members 
Mstep: Class 27 contains 3306 members 
Mstep: Class 28 contains 25528 members 
Mstep: Class 29 contains 7941 members 
Mstep: Class 30 contains 22737 members 
Mstep: Class 31 contains 1145 members 
Mstep: Class 32 contains 48767 members 
Mstep: Class 33 contains 15514 members 
Mstep: Class 34 contains 15738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115014528.000000 Penalty: 114641.820312
Iteration 41Q: 35 clusters Score -1.150145e+08 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 107961 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 71800 members 
Mstep: Class 5 contains 64002 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 13577 members 
Mstep: Class 8 contains 4057 members 
Mstep: Class 9 contains 10256 members 
Mstep: Class 10 contains 31413 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 103631 members 
Mstep: Class 13 contains 7710 members 
Mstep: Class 14 contains 14114 members 
Mstep: Class 15 contains 17682 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 16785 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 77823 members 
Mstep: Class 20 contains 12619 members 
Mstep: Class 21 contains 10555 members 
Mstep: Class 22 contains 12278 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 12048 members 
Mstep: Class 25 contains 1434 members 
Mstep: Class 26 contains 34153 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 26168 members 
Mstep: Class 29 contains 7951 members 
Mstep: Class 30 contains 22445 members 
Mstep: Class 31 contains 1126 members 
Mstep: Class 32 contains 48000 members 
Mstep: Class 33 contains 15362 members 
Mstep: Class 34 contains 16255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115017328.000000 Penalty: 114641.820312
Iteration 42Q: 35 clusters Score -1.150173e+08 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 107926 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 71524 members 
Mstep: Class 5 contains 63715 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 13571 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 31146 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 12 contains 103018 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 14225 members 
Mstep: Class 15 contains 17418 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 16938 members 
Mstep: Class 18 contains 8235 members 
Mstep: Class 19 contains 78314 members 
Mstep: Class 20 contains 12578 members 
Mstep: Class 21 contains 11246 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 1145 members 
Mstep: Class 24 contains 12057 members 
Mstep: Class 25 contains 1447 members 
Mstep: Class 26 contains 34012 members 
Mstep: Class 27 contains 3423 members 
Mstep: Class 28 contains 26646 members 
Mstep: Class 29 contains 7958 members 
Mstep: Class 30 contains 22252 members 
Mstep: Class 31 contains 1114 members 
Mstep: Class 32 contains 47411 members 
Mstep: Class 33 contains 15277 members 
Mstep: Class 34 contains 16674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115019168.000000 Penalty: 114641.820312
Iteration 43Q: 35 clusters Score -1.150192e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 107933 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 71286 members 
Mstep: Class 5 contains 63441 members 
Mstep: Class 6 contains 319 members 
Mstep: Class 7 contains 13593 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 10927 members 
Mstep: Class 10 contains 30933 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 102548 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 14340 members 
Mstep: Class 15 contains 17234 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 17126 members 
Mstep: Class 18 contains 8381 members 
Mstep: Class 19 contains 78621 members 
Mstep: Class 20 contains 12561 members 
Mstep: Class 21 contains 11888 members 
Mstep: Class 22 contains 12365 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 12039 members 
Mstep: Class 25 contains 1461 members 
Mstep: Class 26 contains 33828 members 
Mstep: Class 27 contains 3463 members 
Mstep: Class 28 contains 27047 members 
Mstep: Class 29 contains 7974 members 
Mstep: Class 30 contains 22086 members 
Mstep: Class 31 contains 1115 members 
Mstep: Class 32 contains 46931 members 
Mstep: Class 33 contains 15130 members 
Mstep: Class 34 contains 17012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115020440.000000 Penalty: 114641.820312
Iteration 44Q: 35 clusters Score -1.150204e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 193 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 107930 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 71041 members 
Mstep: Class 5 contains 63207 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 13630 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 30777 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 102154 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 17111 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 17256 members 
Mstep: Class 18 contains 8530 members 
Mstep: Class 19 contains 78830 members 
Mstep: Class 20 contains 12553 members 
Mstep: Class 21 contains 12501 members 
Mstep: Class 22 contains 12354 members 
Mstep: Class 23 contains 1146 members 
Mstep: Class 24 contains 12005 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 33664 members 
Mstep: Class 27 contains 3514 members 
Mstep: Class 28 contains 27411 members 
Mstep: Class 29 contains 7995 members 
Mstep: Class 30 contains 21976 members 
Mstep: Class 31 contains 1113 members 
Mstep: Class 32 contains 46548 members 
Mstep: Class 33 contains 14970 members 
Mstep: Class 34 contains 17294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115021536.000000 Penalty: 114641.820312
Iteration 45Q: 35 clusters Score -1.150215e+08 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 107899 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 70889 members 
Mstep: Class 5 contains 62991 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 13678 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 11439 members 
Mstep: Class 10 contains 30627 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 101806 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 14464 members 
Mstep: Class 15 contains 17024 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 17298 members 
Mstep: Class 18 contains 8671 members 
Mstep: Class 19 contains 78978 members 
Mstep: Class 20 contains 12549 members 
Mstep: Class 21 contains 13033 members 
Mstep: Class 22 contains 12365 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 11964 members 
Mstep: Class 25 contains 1484 members 
Mstep: Class 26 contains 33500 members 
Mstep: Class 27 contains 3574 members 
Mstep: Class 28 contains 27724 members 
Mstep: Class 29 contains 8026 members 
Mstep: Class 30 contains 21902 members 
Mstep: Class 31 contains 1113 members 
Mstep: Class 32 contains 46245 members 
Mstep: Class 33 contains 14799 members 
Mstep: Class 34 contains 17506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022600.000000 Penalty: 114641.820312
Iteration 46Q: 35 clusters Score -1.150226e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 107870 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 70747 members 
Mstep: Class 5 contains 62791 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 13708 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 11678 members 
Mstep: Class 10 contains 30476 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 101525 members 
Mstep: Class 13 contains 6737 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 16925 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 17292 members 
Mstep: Class 18 contains 8798 members 
Mstep: Class 19 contains 79074 members 
Mstep: Class 20 contains 12541 members 
Mstep: Class 21 contains 13509 members 
Mstep: Class 22 contains 12366 members 
Mstep: Class 23 contains 1178 members 
Mstep: Class 24 contains 11941 members 
Mstep: Class 25 contains 1492 members 
Mstep: Class 26 contains 33364 members 
Mstep: Class 27 contains 3601 members 
Mstep: Class 28 contains 28008 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21829 members 
Mstep: Class 31 contains 1114 members 
Mstep: Class 32 contains 45992 members 
Mstep: Class 33 contains 14674 members 
Mstep: Class 34 contains 17717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115022736.000000 Penalty: 114641.820312
Iteration 47Q: 35 clusters Score -1.150227e+08 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 107842 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 70605 members 
Mstep: Class 5 contains 62633 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13753 members 
Mstep: Class 8 contains 4246 members 
Mstep: Class 9 contains 11877 members 
Mstep: Class 10 contains 30349 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 101290 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 14552 members 
Mstep: Class 15 contains 16848 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 17313 members 
Mstep: Class 18 contains 8906 members 
Mstep: Class 19 contains 79149 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 13919 members 
Mstep: Class 22 contains 12364 members 
Mstep: Class 23 contains 1195 members 
Mstep: Class 24 contains 11914 members 
Mstep: Class 25 contains 1499 members 
Mstep: Class 26 contains 33259 members 
Mstep: Class 27 contains 3639 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21777 members 
Mstep: Class 31 contains 1113 members 
Mstep: Class 32 contains 45753 members 
Mstep: Class 33 contains 14532 members 
Mstep: Class 34 contains 17917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023208.000000 Penalty: 114641.820312
Iteration 48Q: 35 clusters Score -1.150232e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 107823 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 70482 members 
Mstep: Class 5 contains 62502 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 12060 members 
Mstep: Class 10 contains 30220 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 101085 members 
Mstep: Class 13 contains 6617 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17343 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 79209 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 14279 members 
Mstep: Class 22 contains 12360 members 
Mstep: Class 23 contains 1210 members 
Mstep: Class 24 contains 11897 members 
Mstep: Class 25 contains 1504 members 
Mstep: Class 26 contains 33142 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 28465 members 
Mstep: Class 29 contains 8052 members 
Mstep: Class 30 contains 21739 members 
Mstep: Class 31 contains 1110 members 
Mstep: Class 32 contains 45555 members 
Mstep: Class 33 contains 14375 members 
Mstep: Class 34 contains 18096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023720.000000 Penalty: 114641.820312
Iteration 49Q: 35 clusters Score -1.150237e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 107765 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 70344 members 
Mstep: Class 5 contains 62393 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13818 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 12219 members 
Mstep: Class 10 contains 30135 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 100919 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 14624 members 
Mstep: Class 15 contains 16797 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 17371 members 
Mstep: Class 18 contains 9066 members 
Mstep: Class 19 contains 79283 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 14609 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 11872 members 
Mstep: Class 25 contains 1509 members 
Mstep: Class 26 contains 33029 members 
Mstep: Class 27 contains 3709 members 
Mstep: Class 28 contains 28694 members 
Mstep: Class 29 contains 8057 members 
Mstep: Class 30 contains 21704 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 45364 members 
Mstep: Class 33 contains 14252 members 
Mstep: Class 34 contains 18228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023992.000000 Penalty: 114641.820312
Iteration 50Q: 35 clusters Score -1.15024e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 107721 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 4 contains 70220 members 
Mstep: Class 5 contains 62298 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13830 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 12343 members 
Mstep: Class 10 contains 30092 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 100781 members 
Mstep: Class 13 contains 6569 members 
Mstep: Class 14 contains 14643 members 
Mstep: Class 15 contains 16831 members 
Mstep: Class 16 contains 2662 members 
Mstep: Class 17 contains 17396 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 79343 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 14912 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 11830 members 
Mstep: Class 25 contains 1512 members 
Mstep: Class 26 contains 32920 members 
Mstep: Class 27 contains 3726 members 
Mstep: Class 28 contains 28901 members 
Mstep: Class 29 contains 8055 members 
Mstep: Class 30 contains 21674 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 45212 members 
Mstep: Class 33 contains 14121 members 
Mstep: Class 34 contains 18319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024552.000000 Penalty: 114641.820312
Iteration 51Q: 35 clusters Score -1.150246e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 107678 members 
Mstep: Class 3 contains 7560 members 
Mstep: Class 4 contains 70098 members 
Mstep: Class 5 contains 62215 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13843 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 12438 members 
Mstep: Class 10 contains 30053 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 100655 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 14656 members 
Mstep: Class 15 contains 16864 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 17422 members 
Mstep: Class 18 contains 9197 members 
Mstep: Class 19 contains 79388 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 15186 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 1244 members 
Mstep: Class 24 contains 11799 members 
Mstep: Class 25 contains 1514 members 
Mstep: Class 26 contains 32819 members 
Mstep: Class 27 contains 3737 members 
Mstep: Class 28 contains 29098 members 
Mstep: Class 29 contains 8053 members 
Mstep: Class 30 contains 21663 members 
Mstep: Class 31 contains 1105 members 
Mstep: Class 32 contains 45062 members 
Mstep: Class 33 contains 14015 members 
Mstep: Class 34 contains 18395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024688.000000 Penalty: 114641.820312
Iteration 52Q: 35 clusters Score -1.150247e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 107658 members 
Mstep: Class 3 contains 7574 members 
Mstep: Class 4 contains 69992 members 
Mstep: Class 5 contains 62124 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13852 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 12541 members 
Mstep: Class 10 contains 30020 members 
Mstep: Class 11 contains 6960 members 
Mstep: Class 12 contains 100545 members 
Mstep: Class 13 contains 6553 members 
Mstep: Class 14 contains 14667 members 
Mstep: Class 15 contains 16924 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 17449 members 
Mstep: Class 18 contains 9252 members 
Mstep: Class 19 contains 79433 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 15429 members 
Mstep: Class 22 contains 12353 members 
Mstep: Class 23 contains 1257 members 
Mstep: Class 24 contains 11774 members 
Mstep: Class 25 contains 1515 members 
Mstep: Class 26 contains 32699 members 
Mstep: Class 27 contains 3745 members 
Mstep: Class 28 contains 29256 members 
Mstep: Class 29 contains 8052 members 
Mstep: Class 30 contains 21656 members 
Mstep: Class 31 contains 1105 members 
Mstep: Class 32 contains 44925 members 
Mstep: Class 33 contains 13919 members 
Mstep: Class 34 contains 18474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024456.000000 Penalty: 114641.820312
Iteration 53Q: 35 clusters Score -1.150245e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 107617 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 69902 members 
Mstep: Class 5 contains 62052 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13863 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 12622 members 
Mstep: Class 10 contains 29993 members 
Mstep: Class 11 contains 6997 members 
Mstep: Class 12 contains 100459 members 
Mstep: Class 13 contains 6546 members 
Mstep: Class 14 contains 14676 members 
Mstep: Class 15 contains 16972 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17489 members 
Mstep: Class 18 contains 9302 members 
Mstep: Class 19 contains 79462 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 21 contains 15626 members 
Mstep: Class 22 contains 12355 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 11753 members 
Mstep: Class 25 contains 1517 members 
Mstep: Class 26 contains 32625 members 
Mstep: Class 27 contains 3757 members 
Mstep: Class 28 contains 29384 members 
Mstep: Class 29 contains 8051 members 
Mstep: Class 30 contains 21646 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 44811 members 
Mstep: Class 33 contains 13821 members 
Mstep: Class 34 contains 18542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024440.000000 Penalty: 114641.820312
Iteration 54Q: 35 clusters Score -1.150244e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 107580 members 
Mstep: Class 3 contains 7607 members 
Mstep: Class 4 contains 69823 members 
Mstep: Class 5 contains 61982 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13871 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 12691 members 
Mstep: Class 10 contains 29969 members 
Mstep: Class 11 contains 7043 members 
Mstep: Class 12 contains 100369 members 
Mstep: Class 13 contains 6544 members 
Mstep: Class 14 contains 14674 members 
Mstep: Class 15 contains 16991 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 9350 members 
Mstep: Class 19 contains 79517 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 15831 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 1279 members 
Mstep: Class 24 contains 11718 members 
Mstep: Class 25 contains 1521 members 
Mstep: Class 26 contains 32565 members 
Mstep: Class 27 contains 3773 members 
Mstep: Class 28 contains 29476 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21638 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 44742 members 
Mstep: Class 33 contains 13733 members 
Mstep: Class 34 contains 18610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024504.000000 Penalty: 114641.820312
Iteration 55Q: 35 clusters Score -1.150245e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 107536 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 69771 members 
Mstep: Class 5 contains 61914 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13874 members 
Mstep: Class 8 contains 4245 members 
Mstep: Class 9 contains 12751 members 
Mstep: Class 10 contains 29956 members 
Mstep: Class 11 contains 7072 members 
Mstep: Class 12 contains 100285 members 
Mstep: Class 13 contains 6536 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 17005 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 9393 members 
Mstep: Class 19 contains 79532 members 
Mstep: Class 20 contains 12545 members 
Mstep: Class 21 contains 16031 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 1289 members 
Mstep: Class 24 contains 11696 members 
Mstep: Class 25 contains 1525 members 
Mstep: Class 26 contains 32509 members 
Mstep: Class 27 contains 3777 members 
Mstep: Class 28 contains 29580 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21627 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 44658 members 
Mstep: Class 33 contains 13659 members 
Mstep: Class 34 contains 18671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024688.000000 Penalty: 114641.820312
Iteration 56Q: 35 clusters Score -1.150247e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 107492 members 
Mstep: Class 3 contains 7635 members 
Mstep: Class 4 contains 69726 members 
Mstep: Class 5 contains 61850 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13882 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 12803 members 
Mstep: Class 10 contains 29930 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 100205 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 17018 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17551 members 
Mstep: Class 18 contains 9437 members 
Mstep: Class 19 contains 79545 members 
Mstep: Class 20 contains 12544 members 
Mstep: Class 21 contains 16200 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 11682 members 
Mstep: Class 25 contains 1527 members 
Mstep: Class 26 contains 32464 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 29671 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21617 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 44575 members 
Mstep: Class 33 contains 13603 members 
Mstep: Class 34 contains 18746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024808.000000 Penalty: 114641.820312
Iteration 57Q: 35 clusters Score -1.150248e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 107466 members 
Mstep: Class 3 contains 7655 members 
Mstep: Class 4 contains 69689 members 
Mstep: Class 5 contains 61802 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13884 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 12853 members 
Mstep: Class 10 contains 29916 members 
Mstep: Class 11 contains 7128 members 
Mstep: Class 12 contains 100147 members 
Mstep: Class 13 contains 6523 members 
Mstep: Class 14 contains 14671 members 
Mstep: Class 15 contains 17042 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17580 members 
Mstep: Class 18 contains 9472 members 
Mstep: Class 19 contains 79553 members 
Mstep: Class 20 contains 12542 members 
Mstep: Class 21 contains 16356 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 1299 members 
Mstep: Class 24 contains 11661 members 
Mstep: Class 25 contains 1528 members 
Mstep: Class 26 contains 32406 members 
Mstep: Class 27 contains 3788 members 
Mstep: Class 28 contains 29738 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 21609 members 
Mstep: Class 31 contains 1107 members 
Mstep: Class 32 contains 44510 members 
Mstep: Class 33 contains 13525 members 
Mstep: Class 34 contains 18804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025200.000000 Penalty: 114641.820312
Iteration 58Q: 35 clusters Score -1.150252e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 107437 members 
Mstep: Class 3 contains 7663 members 
Mstep: Class 4 contains 69660 members 
Mstep: Class 5 contains 61774 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13886 members 
Mstep: Class 8 contains 4242 members 
Mstep: Class 9 contains 12899 members 
Mstep: Class 10 contains 29908 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 100086 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 14684 members 
Mstep: Class 15 contains 17051 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17604 members 
Mstep: Class 18 contains 9512 members 
Mstep: Class 19 contains 79564 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 16509 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 11637 members 
Mstep: Class 25 contains 1530 members 
Mstep: Class 26 contains 32363 members 
Mstep: Class 27 contains 3799 members 
Mstep: Class 28 contains 29800 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21603 members 
Mstep: Class 31 contains 1108 members 
Mstep: Class 32 contains 44442 members 
Mstep: Class 33 contains 13422 members 
Mstep: Class 34 contains 18858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025272.000000 Penalty: 114641.820312
Iteration 59Q: 35 clusters Score -1.150253e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 107420 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69602 members 
Mstep: Class 5 contains 61734 members 
Mstep: Class 6 contains 315 members 
Mstep: Class 7 contains 13893 members 
Mstep: Class 8 contains 4240 members 
Mstep: Class 9 contains 12951 members 
Mstep: Class 10 contains 29897 members 
Mstep: Class 11 contains 7165 members 
Mstep: Class 12 contains 100039 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 14689 members 
Mstep: Class 15 contains 17073 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17617 members 
Mstep: Class 18 contains 9543 members 
Mstep: Class 19 contains 79579 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 16647 members 
Mstep: Class 22 contains 12351 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 11625 members 
Mstep: Class 25 contains 1533 members 
Mstep: Class 26 contains 32317 members 
Mstep: Class 27 contains 3797 members 
Mstep: Class 28 contains 29853 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 21592 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 44389 members 
Mstep: Class 33 contains 13359 members 
Mstep: Class 34 contains 18916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025432.000000 Penalty: 114641.820312
Iteration 60F: 35 clusters Score -1.150254e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 107404 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 69556 members 
Mstep: Class 5 contains 61689 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 13898 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 13007 members 
Mstep: Class 10 contains 29879 members 
Mstep: Class 11 contains 7176 members 
Mstep: Class 12 contains 100008 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 17083 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17630 members 
Mstep: Class 18 contains 9573 members 
Mstep: Class 19 contains 79589 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 16774 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 11614 members 
Mstep: Class 25 contains 1533 members 
Mstep: Class 26 contains 32266 members 
Mstep: Class 27 contains 3802 members 
Mstep: Class 28 contains 29903 members 
Mstep: Class 29 contains 8051 members 
Mstep: Class 30 contains 21586 members 
Mstep: Class 31 contains 1113 members 
Mstep: Class 32 contains 44347 members 
Mstep: Class 33 contains 13296 members 
Mstep: Class 34 contains 18966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025616.000000 Penalty: 114641.820312
Iteration 61Q: 35 clusters Score -1.150256e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 107381 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 69514 members 
Mstep: Class 5 contains 61668 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 13904 members 
Mstep: Class 8 contains 4238 members 
Mstep: Class 9 contains 13058 members 
Mstep: Class 10 contains 29883 members 
Mstep: Class 11 contains 7187 members 
Mstep: Class 12 contains 99973 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 17105 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17638 members 
Mstep: Class 18 contains 9590 members 
Mstep: Class 19 contains 79597 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 16877 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 11607 members 
Mstep: Class 25 contains 1543 members 
Mstep: Class 26 contains 32221 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 29949 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 21585 members 
Mstep: Class 31 contains 1109 members 
Mstep: Class 32 contains 44301 members 
Mstep: Class 33 contains 13230 members 
Mstep: Class 34 contains 19027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025920.000000 Penalty: 114641.820312
Iteration 62Q: 35 clusters Score -1.150259e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 107346 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 69480 members 
Mstep: Class 5 contains 61639 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 13906 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 13105 members 
Mstep: Class 10 contains 29876 members 
Mstep: Class 11 contains 7198 members 
Mstep: Class 12 contains 99942 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 14692 members 
Mstep: Class 15 contains 17143 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 17647 members 
Mstep: Class 18 contains 9608 members 
Mstep: Class 19 contains 79614 members 
Mstep: Class 20 contains 12540 members 
Mstep: Class 21 contains 16975 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 11596 members 
Mstep: Class 25 contains 1554 members 
Mstep: Class 26 contains 32178 members 
Mstep: Class 27 contains 3809 members 
Mstep: Class 28 contains 29987 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 21581 members 
Mstep: Class 31 contains 1106 members 
Mstep: Class 32 contains 44267 members 
Mstep: Class 33 contains 13172 members 
Mstep: Class 34 contains 19079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025912.000000 Penalty: 114641.820312
Iteration 63Q: 35 clusters Score -1.150259e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 107322 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 69421 members 
Mstep: Class 5 contains 61611 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13911 members 
Mstep: Class 8 contains 4226 members 
Mstep: Class 9 contains 13161 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 7207 members 
Mstep: Class 12 contains 99923 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 17168 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 17653 members 
Mstep: Class 18 contains 9631 members 
Mstep: Class 19 contains 79630 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 17062 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 11590 members 
Mstep: Class 25 contains 1560 members 
Mstep: Class 26 contains 32137 members 
Mstep: Class 27 contains 3811 members 
Mstep: Class 28 contains 30027 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21578 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44240 members 
Mstep: Class 33 contains 13122 members 
Mstep: Class 34 contains 19130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025872.000000 Penalty: 114641.820312
Iteration 64Q: 35 clusters Score -1.150259e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 107304 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 69366 members 
Mstep: Class 5 contains 61590 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 8 contains 4223 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 29876 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 99898 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 17175 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 17671 members 
Mstep: Class 18 contains 9657 members 
Mstep: Class 19 contains 79640 members 
Mstep: Class 20 contains 12539 members 
Mstep: Class 21 contains 17144 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 11586 members 
Mstep: Class 25 contains 1563 members 
Mstep: Class 26 contains 32083 members 
Mstep: Class 27 contains 3815 members 
Mstep: Class 28 contains 30049 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21581 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 44215 members 
Mstep: Class 33 contains 13067 members 
Mstep: Class 34 contains 19175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025808.000000 Penalty: 114641.820312
Iteration 65Q: 35 clusters Score -1.150258e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 107290 members 
Mstep: Class 3 contains 7705 members 
Mstep: Class 4 contains 69331 members 
Mstep: Class 5 contains 61564 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13914 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 13290 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 7219 members 
Mstep: Class 12 contains 99874 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 14695 members 
Mstep: Class 15 contains 17184 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17680 members 
Mstep: Class 18 contains 9687 members 
Mstep: Class 19 contains 79644 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 17228 members 
Mstep: Class 22 contains 12347 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 11581 members 
Mstep: Class 25 contains 1565 members 
Mstep: Class 26 contains 32025 members 
Mstep: Class 27 contains 3817 members 
Mstep: Class 28 contains 30077 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21577 members 
Mstep: Class 31 contains 1101 members 
Mstep: Class 32 contains 44197 members 
Mstep: Class 33 contains 13018 members 
Mstep: Class 34 contains 19207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025848.000000 Penalty: 114641.820312
Iteration 66Q: 35 clusters Score -1.150258e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 107278 members 
Mstep: Class 3 contains 7709 members 
Mstep: Class 4 contains 69276 members 
Mstep: Class 5 contains 61546 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13917 members 
Mstep: Class 8 contains 4222 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 10 contains 29871 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 99861 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 14693 members 
Mstep: Class 15 contains 17192 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17696 members 
Mstep: Class 18 contains 9717 members 
Mstep: Class 19 contains 79648 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 17286 members 
Mstep: Class 22 contains 12349 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 11581 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31986 members 
Mstep: Class 27 contains 3820 members 
Mstep: Class 28 contains 30111 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21573 members 
Mstep: Class 31 contains 1101 members 
Mstep: Class 32 contains 44166 members 
Mstep: Class 33 contains 12978 members 
Mstep: Class 34 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025960.000000 Penalty: 114641.820312
Iteration 67Q: 35 clusters Score -1.15026e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 107272 members 
Mstep: Class 3 contains 7709 members 
Mstep: Class 4 contains 69252 members 
Mstep: Class 5 contains 61542 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13918 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 13386 members 
Mstep: Class 10 contains 29878 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 99833 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 14696 members 
Mstep: Class 15 contains 17209 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17711 members 
Mstep: Class 18 contains 9731 members 
Mstep: Class 19 contains 79658 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 17327 members 
Mstep: Class 22 contains 12349 members 
Mstep: Class 23 contains 1336 members 
Mstep: Class 24 contains 11580 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31940 members 
Mstep: Class 27 contains 3827 members 
Mstep: Class 28 contains 30146 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21574 members 
Mstep: Class 31 contains 1102 members 
Mstep: Class 32 contains 44133 members 
Mstep: Class 33 contains 12925 members 
Mstep: Class 34 contains 19277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025880.000000 Penalty: 114641.820312
Iteration 68Q: 35 clusters Score -1.150259e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 107265 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 69223 members 
Mstep: Class 5 contains 61525 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 13418 members 
Mstep: Class 10 contains 29879 members 
Mstep: Class 11 contains 7240 members 
Mstep: Class 12 contains 99810 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 14699 members 
Mstep: Class 15 contains 17223 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17724 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 79667 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 17374 members 
Mstep: Class 22 contains 12348 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 3828 members 
Mstep: Class 28 contains 30171 members 
Mstep: Class 29 contains 8050 members 
Mstep: Class 30 contains 21573 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44108 members 
Mstep: Class 33 contains 12892 members 
Mstep: Class 34 contains 19302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025872.000000 Penalty: 114641.820312
Iteration 69Q: 35 clusters Score -1.150259e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 107256 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 69193 members 
Mstep: Class 5 contains 61512 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 13435 members 
Mstep: Class 10 contains 29877 members 
Mstep: Class 11 contains 7247 members 
Mstep: Class 12 contains 99789 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 14700 members 
Mstep: Class 15 contains 17222 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17734 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 79678 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 17426 members 
Mstep: Class 22 contains 12346 members 
Mstep: Class 23 contains 1337 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31890 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30192 members 
Mstep: Class 29 contains 8049 members 
Mstep: Class 30 contains 21575 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44094 members 
Mstep: Class 33 contains 12873 members 
Mstep: Class 34 contains 19320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026000.000000 Penalty: 114641.820312
Iteration 70Q: 35 clusters Score -1.15026e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 107256 members 
Mstep: Class 3 contains 7716 members 
Mstep: Class 4 contains 69177 members 
Mstep: Class 5 contains 61496 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13452 members 
Mstep: Class 10 contains 29869 members 
Mstep: Class 11 contains 7252 members 
Mstep: Class 12 contains 99772 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 14700 members 
Mstep: Class 15 contains 17228 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17744 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 79677 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 17482 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 1338 members 
Mstep: Class 24 contains 11577 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31878 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30209 members 
Mstep: Class 29 contains 8046 members 
Mstep: Class 30 contains 21572 members 
Mstep: Class 31 contains 1103 members 
Mstep: Class 32 contains 44078 members 
Mstep: Class 33 contains 12853 members 
Mstep: Class 34 contains 19342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025880.000000 Penalty: 114641.820312
Iteration 71Q: 35 clusters Score -1.150259e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 107250 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 69164 members 
Mstep: Class 5 contains 61481 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13472 members 
Mstep: Class 10 contains 29867 members 
Mstep: Class 11 contains 7263 members 
Mstep: Class 12 contains 99759 members 
Mstep: Class 13 contains 6505 members 
Mstep: Class 14 contains 14704 members 
Mstep: Class 15 contains 17234 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17752 members 
Mstep: Class 18 contains 9783 members 
Mstep: Class 19 contains 79677 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 17523 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 1339 members 
Mstep: Class 24 contains 11575 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31868 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 30223 members 
Mstep: Class 29 contains 8043 members 
Mstep: Class 30 contains 21569 members 
Mstep: Class 31 contains 1103 members 
Mstep: Class 32 contains 44062 members 
Mstep: Class 33 contains 12822 members 
Mstep: Class 34 contains 19356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026144.000000 Penalty: 114641.820312
Iteration 72Q: 35 clusters Score -1.150261e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 107245 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 69159 members 
Mstep: Class 5 contains 61472 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13493 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7269 members 
Mstep: Class 12 contains 99746 members 
Mstep: Class 13 contains 6506 members 
Mstep: Class 14 contains 14709 members 
Mstep: Class 15 contains 17244 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17763 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 79682 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 17553 members 
Mstep: Class 22 contains 12344 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31852 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 30231 members 
Mstep: Class 29 contains 8042 members 
Mstep: Class 30 contains 21568 members 
Mstep: Class 31 contains 1103 members 
Mstep: Class 32 contains 44045 members 
Mstep: Class 33 contains 12793 members 
Mstep: Class 34 contains 19372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026128.000000 Penalty: 114641.820312
Iteration 73Q: 35 clusters Score -1.150261e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 107234 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 69152 members 
Mstep: Class 5 contains 61453 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13516 members 
Mstep: Class 10 contains 29861 members 
Mstep: Class 11 contains 7276 members 
Mstep: Class 12 contains 99736 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 14709 members 
Mstep: Class 15 contains 17246 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17782 members 
Mstep: Class 18 contains 9800 members 
Mstep: Class 19 contains 79687 members 
Mstep: Class 20 contains 12537 members 
Mstep: Class 21 contains 17588 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31832 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 30240 members 
Mstep: Class 29 contains 8041 members 
Mstep: Class 30 contains 21567 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44031 members 
Mstep: Class 33 contains 12774 members 
Mstep: Class 34 contains 19381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026224.000000 Penalty: 114641.820312
Iteration 74Q: 35 clusters Score -1.150262e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 107223 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 69148 members 
Mstep: Class 5 contains 61444 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13536 members 
Mstep: Class 10 contains 29859 members 
Mstep: Class 11 contains 7278 members 
Mstep: Class 12 contains 99729 members 
Mstep: Class 13 contains 6508 members 
Mstep: Class 14 contains 14711 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17785 members 
Mstep: Class 18 contains 9805 members 
Mstep: Class 19 contains 79693 members 
Mstep: Class 20 contains 12536 members 
Mstep: Class 21 contains 17626 members 
Mstep: Class 22 contains 12342 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31814 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 30248 members 
Mstep: Class 29 contains 8040 members 
Mstep: Class 30 contains 21563 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44031 members 
Mstep: Class 33 contains 12753 members 
Mstep: Class 34 contains 19391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026096.000000 Penalty: 114641.820312
Iteration 75Q: 35 clusters Score -1.150261e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 107215 members 
Mstep: Class 3 contains 7726 members 
Mstep: Class 4 contains 69150 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13548 members 
Mstep: Class 10 contains 29863 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 99716 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 17252 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17797 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 79697 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17649 members 
Mstep: Class 22 contains 12343 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31804 members 
Mstep: Class 27 contains 3834 members 
Mstep: Class 28 contains 30252 members 
Mstep: Class 29 contains 8040 members 
Mstep: Class 30 contains 21558 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44024 members 
Mstep: Class 33 contains 12727 members 
Mstep: Class 34 contains 19405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026024.000000 Penalty: 114641.820312
Iteration 76Q: 35 clusters Score -1.15026e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 107206 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 69146 members 
Mstep: Class 5 contains 61430 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 29863 members 
Mstep: Class 11 contains 7285 members 
Mstep: Class 12 contains 99710 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14714 members 
Mstep: Class 15 contains 17253 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17812 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17667 members 
Mstep: Class 22 contains 12341 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31799 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 30262 members 
Mstep: Class 29 contains 8040 members 
Mstep: Class 30 contains 21553 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 44010 members 
Mstep: Class 33 contains 12710 members 
Mstep: Class 34 contains 19421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026048.000000 Penalty: 114641.820312
Iteration 77Q: 35 clusters Score -1.15026e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 107202 members 
Mstep: Class 3 contains 7727 members 
Mstep: Class 4 contains 69120 members 
Mstep: Class 5 contains 61417 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13919 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13555 members 
Mstep: Class 10 contains 29863 members 
Mstep: Class 11 contains 7296 members 
Mstep: Class 12 contains 99708 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14714 members 
Mstep: Class 15 contains 17258 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 9815 members 
Mstep: Class 19 contains 79703 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17695 members 
Mstep: Class 22 contains 12337 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31794 members 
Mstep: Class 27 contains 3835 members 
Mstep: Class 28 contains 30278 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21545 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43999 members 
Mstep: Class 33 contains 12701 members 
Mstep: Class 34 contains 19442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025888.000000 Penalty: 114641.820312
Iteration 78Q: 35 clusters Score -1.150259e+08 nChanged 149
Entering ConstructFrom: 
Score: -115025888.000000 Penalty: 114641.820312
Entering ConstructFrom: 
Trying to split cluster 1 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -1422838.750000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -1422839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1415092.625000 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -1415093 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1417396.625000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -1417397 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1417832.125000 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -1417832 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1418242.250000 Penalty: 4576.104492
	Iteration 3F: 3 clusters Score -1418242 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1418683.750000 Penalty: 4576.104492
	Iteration 4F: 3 clusters Score -1418684 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1419142.000000 Penalty: 4576.104492
	Iteration 5F: 3 clusters Score -1419142 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1419642.375000 Penalty: 4576.104492
	Iteration 6F: 3 clusters Score -1419642 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1420152.750000 Penalty: 4576.104492
	Iteration 7F: 3 clusters Score -1420153 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1420590.500000 Penalty: 4576.104492
	Iteration 8F: 3 clusters Score -1420590 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1420972.875000 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -1420973 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1421327.125000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -1421327 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1421713.750000 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -1421714 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1422073.625000 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -1422074 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1422317.375000 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -1422317 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1422479.000000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -1422479 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1422564.250000 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -1422564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1422602.875000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -1422603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1422634.375000 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -1422634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1422657.625000 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -1422658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1422671.750000 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -1422672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1422684.000000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -1422684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1422695.500000 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -1422696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1422703.500000 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -1422704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1422715.375000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -1422715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1422720.125000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -1422720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1422717.125000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -1422717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1422723.375000 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -1422723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1422727.250000 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -1422727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1422729.000000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -1422729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1422729.375000 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -1422729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1422733.125000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -1422733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1422732.750000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -1422733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1422733.750000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -1422734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1422732.000000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -1422732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1422736.375000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -1422736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1422737.375000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -1422737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1422739.250000 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -1422739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1422742.375000 Penalty: 4576.104492
	Iteration 37Q: 3 clusters Score -1422742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1422743.250000 Penalty: 4576.104492
	Iteration 38Q: 3 clusters Score -1422743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1422744.875000 Penalty: 4576.104492
	Iteration 39Q: 3 clusters Score -1422745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1422744.000000 Penalty: 4576.104492
	Iteration 40F: 3 clusters Score -1422744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1422746.625000 Penalty: 4576.104492
	Iteration 41Q: 3 clusters Score -1422747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1422747.625000 Penalty: 4576.104492
	Iteration 42Q: 3 clusters Score -1422748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1422746.875000 Penalty: 4576.104492
	Iteration 43Q: 3 clusters Score -1422747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1422746.250000 Penalty: 4576.104492
	Iteration 44Q: 3 clusters Score -1422746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1422746.250000 Penalty: 4576.104492
	Iteration 45F: 3 clusters Score -1422746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107197 members 
Entering Unmasked Estep 
Score: -15840541.000000 Penalty: 2872.440918
	Iteration 0F: 2 clusters Score -1.584054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -15769175.000000 Penalty: 5744.881836
	Iteration 0F: 3 clusters Score -1.576918e+07 nChanged 50767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -15798208.000000 Penalty: 5744.881836
	Iteration 1F: 3 clusters Score -1.579821e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -15799404.000000 Penalty: 5744.881836
	Iteration 2Q: 3 clusters Score -1.57994e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -15801207.000000 Penalty: 5744.881836
	Iteration 3Q: 3 clusters Score -1.580121e+07 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -15803365.000000 Penalty: 5744.881836
	Iteration 4Q: 3 clusters Score -1.580336e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -15806186.000000 Penalty: 5744.881836
	Iteration 5F: 3 clusters Score -1.580619e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -15809786.000000 Penalty: 5744.881836
	Iteration 6F: 3 clusters Score -1.580979e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -15813704.000000 Penalty: 5744.881836
	Iteration 7F: 3 clusters Score -1.58137e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -15817227.000000 Penalty: 5744.881836
	Iteration 8F: 3 clusters Score -1.581723e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -15819656.000000 Penalty: 5744.881836
	Iteration 9F: 3 clusters Score -1.581966e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -15821777.000000 Penalty: 5744.881836
	Iteration 10Q: 3 clusters Score -1.582178e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -15823598.000000 Penalty: 5744.881836
	Iteration 11Q: 3 clusters Score -1.58236e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -15825222.000000 Penalty: 5744.881836
	Iteration 12Q: 3 clusters Score -1.582522e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56427 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -15826724.000000 Penalty: 5744.881836
	Iteration 13Q: 3 clusters Score -1.582672e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -15828067.000000 Penalty: 5744.881836
	Iteration 14Q: 3 clusters Score -1.582807e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -15829264.000000 Penalty: 5744.881836
	Iteration 15Q: 3 clusters Score -1.582926e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -15830405.000000 Penalty: 5744.881836
	Iteration 16Q: 3 clusters Score -1.58304e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -15831428.000000 Penalty: 5744.881836
	Iteration 17Q: 3 clusters Score -1.583143e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -15832239.000000 Penalty: 5744.881836
	Iteration 18Q: 3 clusters Score -1.583224e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -15833066.000000 Penalty: 5744.881836
	Iteration 19Q: 3 clusters Score -1.583307e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -15833775.000000 Penalty: 5744.881836
	Iteration 20F: 3 clusters Score -1.583378e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -15834463.000000 Penalty: 5744.881836
	Iteration 21Q: 3 clusters Score -1.583446e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -15835069.000000 Penalty: 5744.881836
	Iteration 22Q: 3 clusters Score -1.583507e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63000 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -15835459.000000 Penalty: 5744.881836
	Iteration 23Q: 3 clusters Score -1.583546e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63230 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -15835645.000000 Penalty: 5744.881836
	Iteration 24Q: 3 clusters Score -1.583564e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -15835794.000000 Penalty: 5744.881836
	Iteration 25Q: 3 clusters Score -1.583579e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -15835855.000000 Penalty: 5744.881836
	Iteration 26Q: 3 clusters Score -1.583586e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -15835888.000000 Penalty: 5744.881836
	Iteration 27Q: 3 clusters Score -1.583589e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -15835903.000000 Penalty: 5744.881836
	Iteration 28Q: 3 clusters Score -1.58359e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -15835937.000000 Penalty: 5744.881836
	Iteration 29Q: 3 clusters Score -1.583594e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -15835993.000000 Penalty: 5744.881836
	Iteration 30Q: 3 clusters Score -1.583599e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63786 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -15836023.000000 Penalty: 5744.881836
	Iteration 31Q: 3 clusters Score -1.583602e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -15836058.000000 Penalty: 5744.881836
	Iteration 32Q: 3 clusters Score -1.583606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -15836076.000000 Penalty: 5744.881836
	Iteration 33Q: 3 clusters Score -1.583608e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63838 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -15836094.000000 Penalty: 5744.881836
	Iteration 34Q: 3 clusters Score -1.583609e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -15836089.000000 Penalty: 5744.881836
	Iteration 35Q: 3 clusters Score -1.583609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -15836086.000000 Penalty: 5744.881836
	Iteration 36Q: 3 clusters Score -1.583609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63875 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -15836073.000000 Penalty: 5744.881836
	Iteration 37Q: 3 clusters Score -1.583607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -15836059.000000 Penalty: 5744.881836
	Iteration 38Q: 3 clusters Score -1.583606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -15836057.000000 Penalty: 5744.881836
	Iteration 39Q: 3 clusters Score -1.583606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -15836061.000000 Penalty: 5744.881836
	Iteration 40F: 3 clusters Score -1.583606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -15836056.000000 Penalty: 5744.881836
	Iteration 41Q: 3 clusters Score -1.583606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63886 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -15836068.000000 Penalty: 5744.881836
	Iteration 42Q: 3 clusters Score -1.583607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -15836063.000000 Penalty: 5744.881836
	Iteration 43Q: 3 clusters Score -1.583606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -15836063.000000 Penalty: 5744.881836
	Iteration 44F: 3 clusters Score -1.583606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Entering Unmasked Estep 
Score: -1110114.000000 Penalty: 2220.278320
	Iteration 0F: 2 clusters Score -1110114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1103895.000000 Penalty: 4440.556641
	Iteration 0F: 3 clusters Score -1103895 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1105937.000000 Penalty: 4440.556641
	Iteration 1F: 3 clusters Score -1105937 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1106595.375000 Penalty: 4440.556641
	Iteration 2F: 3 clusters Score -1106595 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1107321.375000 Penalty: 4440.556641
	Iteration 3F: 3 clusters Score -1107321 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1108137.000000 Penalty: 4440.556641
	Iteration 4F: 3 clusters Score -1108137 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1108853.500000 Penalty: 4440.556641
	Iteration 5F: 3 clusters Score -1108854 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1109423.000000 Penalty: 4440.556641
	Iteration 6F: 3 clusters Score -1109423 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1109779.000000 Penalty: 4440.556641
	Iteration 7Q: 3 clusters Score -1109779 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1110013.375000 Penalty: 4440.556641
	Iteration 8Q: 3 clusters Score -1110013 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1110117.250000 Penalty: 4440.556641
	Iteration 9Q: 3 clusters Score -1110117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1110194.000000 Penalty: 4440.556641
	Iteration 10Q: 3 clusters Score -1110194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1110238.000000 Penalty: 4440.556641
	Iteration 11Q: 3 clusters Score -1110238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1110269.250000 Penalty: 4440.556641
	Iteration 12Q: 3 clusters Score -1110269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1110282.000000 Penalty: 4440.556641
	Iteration 13Q: 3 clusters Score -1110282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1110291.000000 Penalty: 4440.556641
	Iteration 14Q: 3 clusters Score -1110291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1110294.500000 Penalty: 4440.556641
	Iteration 15Q: 3 clusters Score -1110294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1110295.750000 Penalty: 4440.556641
	Iteration 16Q: 3 clusters Score -1110296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1110300.000000 Penalty: 4440.556641
	Iteration 17Q: 3 clusters Score -1110300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1110302.000000 Penalty: 4440.556641
	Iteration 18Q: 3 clusters Score -1110302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1110300.375000 Penalty: 4440.556641
	Iteration 19Q: 3 clusters Score -1110300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1110303.250000 Penalty: 4440.556641
	Iteration 20F: 3 clusters Score -1110303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1110301.750000 Penalty: 4440.556641
	Iteration 21Q: 3 clusters Score -1110302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1110301.750000 Penalty: 4440.556641
	Iteration 22F: 3 clusters Score -1110302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 5221 members 
Entering Unmasked Estep 
Score: -115024872.000000 Penalty: 118013.640625
Splitting cluster 3 changes total score from -115025888.000000 to -115024872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (69105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Entering Unmasked Estep 
Score: -9675824.000000 Penalty: 2763.558838
	Iteration 0F: 2 clusters Score -9675824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9629546.000000 Penalty: 5527.117676
	Iteration 0F: 3 clusters Score -9629546 nChanged 32347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -9649337.000000 Penalty: 5527.117676
	Iteration 1F: 3 clusters Score -9649337 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -9651838.000000 Penalty: 5527.117676
	Iteration 2F: 3 clusters Score -9651838 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -9654953.000000 Penalty: 5527.117676
	Iteration 3F: 3 clusters Score -9654953 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -9658231.000000 Penalty: 5527.117676
	Iteration 4F: 3 clusters Score -9658231 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -9661506.000000 Penalty: 5527.117676
	Iteration 5F: 3 clusters Score -9661506 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -9664427.000000 Penalty: 5527.117676
	Iteration 6F: 3 clusters Score -9664427 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -9667127.000000 Penalty: 5527.117676
	Iteration 7F: 3 clusters Score -9667127 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -9669453.000000 Penalty: 5527.117676
	Iteration 8Q: 3 clusters Score -9669453 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -9671427.000000 Penalty: 5527.117676
	Iteration 9Q: 3 clusters Score -9671427 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -9672917.000000 Penalty: 5527.117676
	Iteration 10Q: 3 clusters Score -9672917 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -9674114.000000 Penalty: 5527.117676
	Iteration 11Q: 3 clusters Score -9674114 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -9674864.000000 Penalty: 5527.117676
	Iteration 12Q: 3 clusters Score -9674864 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63884 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -9675297.000000 Penalty: 5527.117676
	Iteration 13Q: 3 clusters Score -9675297 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9675480.000000 Penalty: 5527.117676
	Iteration 14Q: 3 clusters Score -9675480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9675630.000000 Penalty: 5527.117676
	Iteration 15Q: 3 clusters Score -9675630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64833 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -9675685.000000 Penalty: 5527.117676
	Iteration 16Q: 3 clusters Score -9675685 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -9675749.000000 Penalty: 5527.117676
	Iteration 17Q: 3 clusters Score -9675749 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -9675768.000000 Penalty: 5527.117676
	Iteration 18Q: 3 clusters Score -9675768 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9675781.000000 Penalty: 5527.117676
	Iteration 19Q: 3 clusters Score -9675781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9675797.000000 Penalty: 5527.117676
	Iteration 20F: 3 clusters Score -9675797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -9675833.000000 Penalty: 5527.117676
	Iteration 21Q: 3 clusters Score -9675833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -9675844.000000 Penalty: 5527.117676
	Iteration 22Q: 3 clusters Score -9675844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -9675876.000000 Penalty: 5527.117676
	Iteration 23Q: 3 clusters Score -9675876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9675873.000000 Penalty: 5527.117676
	Iteration 24Q: 3 clusters Score -9675873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9675869.000000 Penalty: 5527.117676
	Iteration 25Q: 3 clusters Score -9675869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9675880.000000 Penalty: 5527.117676
	Iteration 26Q: 3 clusters Score -9675880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9675881.000000 Penalty: 5527.117676
	Iteration 27Q: 3 clusters Score -9675881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9675879.000000 Penalty: 5527.117676
	Iteration 28Q: 3 clusters Score -9675879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9675894.000000 Penalty: 5527.117676
	Iteration 29Q: 3 clusters Score -9675894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9675880.000000 Penalty: 5527.117676
	Iteration 30Q: 3 clusters Score -9675880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9675890.000000 Penalty: 5527.117676
	Iteration 31Q: 3 clusters Score -9675890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9675883.000000 Penalty: 5527.117676
	Iteration 32Q: 3 clusters Score -9675883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9675883.000000 Penalty: 5527.117676
	Iteration 33Q: 3 clusters Score -9675883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9675881.000000 Penalty: 5527.117676
	Iteration 34Q: 3 clusters Score -9675881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9675882.000000 Penalty: 5527.117676
	Iteration 35Q: 3 clusters Score -9675882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65720 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9675883.000000 Penalty: 5527.117676
	Iteration 36Q: 3 clusters Score -9675883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9675894.000000 Penalty: 5527.117676
	Iteration 37Q: 3 clusters Score -9675894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -9675888.000000 Penalty: 5527.117676
	Iteration 38Q: 3 clusters Score -9675888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9675899.000000 Penalty: 5527.117676
	Iteration 39Q: 3 clusters Score -9675899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9675897.000000 Penalty: 5527.117676
	Iteration 40F: 3 clusters Score -9675897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9675902.000000 Penalty: 5527.117676
	Iteration 41Q: 3 clusters Score -9675902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65751 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9675895.000000 Penalty: 5527.117676
	Iteration 42Q: 3 clusters Score -9675895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9675903.000000 Penalty: 5527.117676
	Iteration 43Q: 3 clusters Score -9675903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -9675903.000000 Penalty: 5527.117676
	Iteration 44Q: 3 clusters Score -9675903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9675904.000000 Penalty: 5527.117676
	Iteration 45Q: 3 clusters Score -9675904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65762 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -9675903.000000 Penalty: 5527.117676
	Iteration 46Q: 3 clusters Score -9675903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9675902.000000 Penalty: 5527.117676
	Iteration 47Q: 3 clusters Score -9675902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9675899.000000 Penalty: 5527.117676
	Iteration 48Q: 3 clusters Score -9675899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9675899.000000 Penalty: 5527.117676
	Iteration 49Q: 3 clusters Score -9675899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9675911.000000 Penalty: 5527.117676
	Iteration 50Q: 3 clusters Score -9675911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -9675909.000000 Penalty: 5527.117676
	Iteration 51Q: 3 clusters Score -9675909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -9675916.000000 Penalty: 5527.117676
	Iteration 52Q: 3 clusters Score -9675916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9675917.000000 Penalty: 5527.117676
	Iteration 53Q: 3 clusters Score -9675917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -9675911.000000 Penalty: 5527.117676
	Iteration 54Q: 3 clusters Score -9675911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9675918.000000 Penalty: 5527.117676
	Iteration 55Q: 3 clusters Score -9675918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9675907.000000 Penalty: 5527.117676
	Iteration 56Q: 3 clusters Score -9675907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9675917.000000 Penalty: 5527.117676
	Iteration 57Q: 3 clusters Score -9675917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65869 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9675923.000000 Penalty: 5527.117676
	Iteration 58Q: 3 clusters Score -9675923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -9675936.000000 Penalty: 5527.117676
	Iteration 59Q: 3 clusters Score -9675936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -9675941.000000 Penalty: 5527.117676
	Iteration 60F: 3 clusters Score -9675941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9675944.000000 Penalty: 5527.117676
	Iteration 61Q: 3 clusters Score -9675944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -9675947.000000 Penalty: 5527.117676
	Iteration 62Q: 3 clusters Score -9675947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -9675947.000000 Penalty: 5527.117676
	Iteration 63Q: 3 clusters Score -9675947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9675945.000000 Penalty: 5527.117676
	Iteration 64Q: 3 clusters Score -9675945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9675945.000000 Penalty: 5527.117676
	Iteration 65F: 3 clusters Score -9675945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 65902 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 3203 members 
Entering Unmasked Estep 
Score: -115025728.000000 Penalty: 118013.640625
Splitting cluster 4 changes total score from -115025888.000000 to -115025728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (61405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Entering Unmasked Estep 
Score: -9207947.000000 Penalty: 2734.261230
	Iteration 0F: 2 clusters Score -9207947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -9166861.000000 Penalty: 5468.522461
	Iteration 0F: 3 clusters Score -9166861 nChanged 28617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -9183315.000000 Penalty: 5468.522461
	Iteration 1F: 3 clusters Score -9183315 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9184733.000000 Penalty: 5468.522461
	Iteration 2Q: 3 clusters Score -9184733 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -9186607.000000 Penalty: 5468.522461
	Iteration 3F: 3 clusters Score -9186607 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -9189086.000000 Penalty: 5468.522461
	Iteration 4F: 3 clusters Score -9189086 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -9192053.000000 Penalty: 5468.522461
	Iteration 5F: 3 clusters Score -9192053 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -9195133.000000 Penalty: 5468.522461
	Iteration 6F: 3 clusters Score -9195133 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -9197880.000000 Penalty: 5468.522461
	Iteration 7F: 3 clusters Score -9197880 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -9199850.000000 Penalty: 5468.522461
	Iteration 8Q: 3 clusters Score -9199850 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -9200933.000000 Penalty: 5468.522461
	Iteration 9Q: 3 clusters Score -9200933 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -9201549.000000 Penalty: 5468.522461
	Iteration 10Q: 3 clusters Score -9201549 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -9201888.000000 Penalty: 5468.522461
	Iteration 11Q: 3 clusters Score -9201888 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -9202194.000000 Penalty: 5468.522461
	Iteration 12Q: 3 clusters Score -9202194 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -9202450.000000 Penalty: 5468.522461
	Iteration 13Q: 3 clusters Score -9202450 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -9202708.000000 Penalty: 5468.522461
	Iteration 14Q: 3 clusters Score -9202708 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -9202998.000000 Penalty: 5468.522461
	Iteration 15Q: 3 clusters Score -9202998 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -9203239.000000 Penalty: 5468.522461
	Iteration 16Q: 3 clusters Score -9203239 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -9203488.000000 Penalty: 5468.522461
	Iteration 17Q: 3 clusters Score -9203488 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -9203726.000000 Penalty: 5468.522461
	Iteration 18Q: 3 clusters Score -9203726 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -9203886.000000 Penalty: 5468.522461
	Iteration 19Q: 3 clusters Score -9203886 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -9204105.000000 Penalty: 5468.522461
	Iteration 20F: 3 clusters Score -9204105 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -9204288.000000 Penalty: 5468.522461
	Iteration 21Q: 3 clusters Score -9204288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -9204464.000000 Penalty: 5468.522461
	Iteration 22Q: 3 clusters Score -9204464 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -9204609.000000 Penalty: 5468.522461
	Iteration 23Q: 3 clusters Score -9204609 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -9204766.000000 Penalty: 5468.522461
	Iteration 24Q: 3 clusters Score -9204766 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9204902.000000 Penalty: 5468.522461
	Iteration 25Q: 3 clusters Score -9204902 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -9205023.000000 Penalty: 5468.522461
	Iteration 26Q: 3 clusters Score -9205023 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -9205152.000000 Penalty: 5468.522461
	Iteration 27Q: 3 clusters Score -9205152 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -9205292.000000 Penalty: 5468.522461
	Iteration 28Q: 3 clusters Score -9205292 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -9205397.000000 Penalty: 5468.522461
	Iteration 29Q: 3 clusters Score -9205397 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9205468.000000 Penalty: 5468.522461
	Iteration 30Q: 3 clusters Score -9205468 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56950 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -9205555.000000 Penalty: 5468.522461
	Iteration 31Q: 3 clusters Score -9205555 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -9205613.000000 Penalty: 5468.522461
	Iteration 32Q: 3 clusters Score -9205613 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -9205670.000000 Penalty: 5468.522461
	Iteration 33Q: 3 clusters Score -9205670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -9205733.000000 Penalty: 5468.522461
	Iteration 34Q: 3 clusters Score -9205733 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9205782.000000 Penalty: 5468.522461
	Iteration 35Q: 3 clusters Score -9205782 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -9205841.000000 Penalty: 5468.522461
	Iteration 36Q: 3 clusters Score -9205841 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9205879.000000 Penalty: 5468.522461
	Iteration 37Q: 3 clusters Score -9205879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9205921.000000 Penalty: 5468.522461
	Iteration 38Q: 3 clusters Score -9205921 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9205929.000000 Penalty: 5468.522461
	Iteration 39Q: 3 clusters Score -9205929 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -9205958.000000 Penalty: 5468.522461
	Iteration 40F: 3 clusters Score -9205958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9205990.000000 Penalty: 5468.522461
	Iteration 41Q: 3 clusters Score -9205990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9205996.000000 Penalty: 5468.522461
	Iteration 42Q: 3 clusters Score -9205996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -9206020.000000 Penalty: 5468.522461
	Iteration 43Q: 3 clusters Score -9206020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -9206028.000000 Penalty: 5468.522461
	Iteration 44Q: 3 clusters Score -9206028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9206029.000000 Penalty: 5468.522461
	Iteration 45Q: 3 clusters Score -9206029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9206032.000000 Penalty: 5468.522461
	Iteration 46Q: 3 clusters Score -9206032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9206066.000000 Penalty: 5468.522461
	Iteration 47Q: 3 clusters Score -9206066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9206079.000000 Penalty: 5468.522461
	Iteration 48Q: 3 clusters Score -9206079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9206101.000000 Penalty: 5468.522461
	Iteration 49Q: 3 clusters Score -9206101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9206106.000000 Penalty: 5468.522461
	Iteration 50Q: 3 clusters Score -9206106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58955 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9206135.000000 Penalty: 5468.522461
	Iteration 51Q: 3 clusters Score -9206135 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9206130.000000 Penalty: 5468.522461
	Iteration 52Q: 3 clusters Score -9206130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9206135.000000 Penalty: 5468.522461
	Iteration 53Q: 3 clusters Score -9206135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9206137.000000 Penalty: 5468.522461
	Iteration 54Q: 3 clusters Score -9206137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9206152.000000 Penalty: 5468.522461
	Iteration 55Q: 3 clusters Score -9206152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9206149.000000 Penalty: 5468.522461
	Iteration 56Q: 3 clusters Score -9206149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9206159.000000 Penalty: 5468.522461
	Iteration 57Q: 3 clusters Score -9206159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59144 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9206160.000000 Penalty: 5468.522461
	Iteration 58Q: 3 clusters Score -9206160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9206168.000000 Penalty: 5468.522461
	Iteration 59Q: 3 clusters Score -9206168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9206168.000000 Penalty: 5468.522461
	Iteration 60F: 3 clusters Score -9206168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9206168.000000 Penalty: 5468.522461
	Iteration 61Q: 3 clusters Score -9206168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9206166.000000 Penalty: 5468.522461
	Iteration 62Q: 3 clusters Score -9206166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5468.522461
	Iteration 63Q: 3 clusters Score -9206164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9206156.000000 Penalty: 5468.522461
	Iteration 64Q: 3 clusters Score -9206156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9206159.000000 Penalty: 5468.522461
	Iteration 65Q: 3 clusters Score -9206159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9206154.000000 Penalty: 5468.522461
	Iteration 66Q: 3 clusters Score -9206154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9206161.000000 Penalty: 5468.522461
	Iteration 67Q: 3 clusters Score -9206161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9206158.000000 Penalty: 5468.522461
	Iteration 68Q: 3 clusters Score -9206158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5468.522461
	Iteration 69Q: 3 clusters Score -9206164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59255 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5468.522461
	Iteration 70Q: 3 clusters Score -9206164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9206163.000000 Penalty: 5468.522461
	Iteration 71Q: 3 clusters Score -9206163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5468.522461
	Iteration 72Q: 3 clusters Score -9206164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9206157.000000 Penalty: 5468.522461
	Iteration 73Q: 3 clusters Score -9206157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9206159.000000 Penalty: 5468.522461
	Iteration 74Q: 3 clusters Score -9206159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9206162.000000 Penalty: 5468.522461
	Iteration 75Q: 3 clusters Score -9206162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5468.522461
	Iteration 76Q: 3 clusters Score -9206164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9206158.000000 Penalty: 5468.522461
	Iteration 77Q: 3 clusters Score -9206158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9206163.000000 Penalty: 5468.522461
	Iteration 78Q: 3 clusters Score -9206163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59299 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9206173.000000 Penalty: 5468.522461
	Iteration 79Q: 3 clusters Score -9206173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9206172.000000 Penalty: 5468.522461
	Iteration 80F: 3 clusters Score -9206172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9206167.000000 Penalty: 5468.522461
	Iteration 81Q: 3 clusters Score -9206167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59311 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9206169.000000 Penalty: 5468.522461
	Iteration 82Q: 3 clusters Score -9206169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9206168.000000 Penalty: 5468.522461
	Iteration 83Q: 3 clusters Score -9206168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9206174.000000 Penalty: 5468.522461
	Iteration 84Q: 3 clusters Score -9206174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9206170.000000 Penalty: 5468.522461
	Iteration 85Q: 3 clusters Score -9206170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9206183.000000 Penalty: 5468.522461
	Iteration 86Q: 3 clusters Score -9206183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9206176.000000 Penalty: 5468.522461
	Iteration 87Q: 3 clusters Score -9206176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9206195.000000 Penalty: 5468.522461
	Iteration 88Q: 3 clusters Score -9206195 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9206195.000000 Penalty: 5468.522461
	Iteration 89Q: 3 clusters Score -9206195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9206192.000000 Penalty: 5468.522461
	Iteration 90Q: 3 clusters Score -9206192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9206194.000000 Penalty: 5468.522461
	Iteration 91Q: 3 clusters Score -9206194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9206192.000000 Penalty: 5468.522461
	Iteration 92Q: 3 clusters Score -9206192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9206184.000000 Penalty: 5468.522461
	Iteration 93Q: 3 clusters Score -9206184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9206196.000000 Penalty: 5468.522461
	Iteration 94Q: 3 clusters Score -9206196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9206203.000000 Penalty: 5468.522461
	Iteration 95Q: 3 clusters Score -9206203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9206206.000000 Penalty: 5468.522461
	Iteration 96Q: 3 clusters Score -9206206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9206205.000000 Penalty: 5468.522461
	Iteration 97Q: 3 clusters Score -9206205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9206210.000000 Penalty: 5468.522461
	Iteration 98Q: 3 clusters Score -9206210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9206216.000000 Penalty: 5468.522461
	Iteration 99Q: 3 clusters Score -9206216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9206215.000000 Penalty: 5468.522461
	Iteration 100F: 3 clusters Score -9206215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9206210.000000 Penalty: 5468.522461
	Iteration 101Q: 3 clusters Score -9206210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9206202.000000 Penalty: 5468.522461
	Iteration 102Q: 3 clusters Score -9206202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9206201.000000 Penalty: 5468.522461
	Iteration 103Q: 3 clusters Score -9206201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9206198.000000 Penalty: 5468.522461
	Iteration 104Q: 3 clusters Score -9206198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9206198.000000 Penalty: 5468.522461
	Iteration 105F: 3 clusters Score -9206198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -36722.003906 Penalty: 1420.258179
	Iteration 0F: 2 clusters Score -36722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -35630.726562 Penalty: 2840.516357
	Iteration 0F: 3 clusters Score -35630.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35969.789062 Penalty: 2840.516357
	Iteration 1F: 3 clusters Score -35969.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36196.617188 Penalty: 2840.516357
	Iteration 2F: 3 clusters Score -36196.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36389.480469 Penalty: 2840.516357
	Iteration 3Q: 3 clusters Score -36389.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36608.066406 Penalty: 2840.516357
	Iteration 4F: 3 clusters Score -36608.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36927.683594 Penalty: 2840.516357
	Iteration 5F: 3 clusters Score -36927.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -37175.589844 Penalty: 2840.516357
	Iteration 6F: 3 clusters Score -37175.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37423.230469 Penalty: 2840.516357
	Iteration 7Q: 3 clusters Score -37423.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37547.925781 Penalty: 2840.516357
	Iteration 8Q: 3 clusters Score -37547.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37734.421875 Penalty: 2840.516357
	Iteration 9Q: 3 clusters Score -37734.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37766.480469 Penalty: 2840.516357
	Iteration 10Q: 3 clusters Score -37766.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37766.480469 Penalty: 2840.516357
	Iteration 11F: 3 clusters Score -37766.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 194 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 4220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 113 members 
Entering Unmasked Estep 
Score: -115025304.000000 Penalty: 118013.640625
Splitting cluster 6 changes total score from -115025888.000000 to -115025304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Entering Unmasked Estep 
Score: -2056576.250000 Penalty: 2366.188477
	Iteration 0F: 2 clusters Score -2056576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2046380.125000 Penalty: 4732.376953
	Iteration 0F: 3 clusters Score -2046380 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2049596.375000 Penalty: 4732.376953
	Iteration 1F: 3 clusters Score -2049596 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2050004.250000 Penalty: 4732.376953
	Iteration 2F: 3 clusters Score -2050004 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2050464.625000 Penalty: 4732.376953
	Iteration 3F: 3 clusters Score -2050465 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2051080.625000 Penalty: 4732.376953
	Iteration 4F: 3 clusters Score -2051081 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2051860.500000 Penalty: 4732.376953
	Iteration 5F: 3 clusters Score -2051860 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2052759.375000 Penalty: 4732.376953
	Iteration 6F: 3 clusters Score -2052759 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2053477.625000 Penalty: 4732.376953
	Iteration 7F: 3 clusters Score -2053478 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2053985.875000 Penalty: 4732.376953
	Iteration 8F: 3 clusters Score -2053986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -2054358.625000 Penalty: 4732.376953
	Iteration 9Q: 3 clusters Score -2054359 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2054619.375000 Penalty: 4732.376953
	Iteration 10Q: 3 clusters Score -2054619 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2054771.750000 Penalty: 4732.376953
	Iteration 11Q: 3 clusters Score -2054772 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2054876.375000 Penalty: 4732.376953
	Iteration 12Q: 3 clusters Score -2054876 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2054954.250000 Penalty: 4732.376953
	Iteration 13Q: 3 clusters Score -2054954 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2054998.000000 Penalty: 4732.376953
	Iteration 14Q: 3 clusters Score -2054998 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2055031.625000 Penalty: 4732.376953
	Iteration 15Q: 3 clusters Score -2055032 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2055074.750000 Penalty: 4732.376953
	Iteration 16Q: 3 clusters Score -2055075 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2055102.875000 Penalty: 4732.376953
	Iteration 17Q: 3 clusters Score -2055103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2055122.250000 Penalty: 4732.376953
	Iteration 18Q: 3 clusters Score -2055122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2055145.750000 Penalty: 4732.376953
	Iteration 19Q: 3 clusters Score -2055146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2055162.625000 Penalty: 4732.376953
	Iteration 20F: 3 clusters Score -2055163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -2055186.625000 Penalty: 4732.376953
	Iteration 21Q: 3 clusters Score -2055187 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -2055198.875000 Penalty: 4732.376953
	Iteration 22Q: 3 clusters Score -2055199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2055210.750000 Penalty: 4732.376953
	Iteration 23Q: 3 clusters Score -2055211 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2055225.250000 Penalty: 4732.376953
	Iteration 24Q: 3 clusters Score -2055225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2055234.250000 Penalty: 4732.376953
	Iteration 25Q: 3 clusters Score -2055234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2055251.500000 Penalty: 4732.376953
	Iteration 26Q: 3 clusters Score -2055252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2055271.750000 Penalty: 4732.376953
	Iteration 27Q: 3 clusters Score -2055272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -2055282.375000 Penalty: 4732.376953
	Iteration 28Q: 3 clusters Score -2055282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2055296.750000 Penalty: 4732.376953
	Iteration 29Q: 3 clusters Score -2055297 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2055313.000000 Penalty: 4732.376953
	Iteration 30Q: 3 clusters Score -2055313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2055327.750000 Penalty: 4732.376953
	Iteration 31Q: 3 clusters Score -2055328 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2055351.625000 Penalty: 4732.376953
	Iteration 32Q: 3 clusters Score -2055352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2055382.875000 Penalty: 4732.376953
	Iteration 33Q: 3 clusters Score -2055383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2055408.875000 Penalty: 4732.376953
	Iteration 34Q: 3 clusters Score -2055409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -2055443.750000 Penalty: 4732.376953
	Iteration 35Q: 3 clusters Score -2055444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2055481.250000 Penalty: 4732.376953
	Iteration 36Q: 3 clusters Score -2055481 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2055523.625000 Penalty: 4732.376953
	Iteration 37Q: 3 clusters Score -2055524 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2055575.750000 Penalty: 4732.376953
	Iteration 38Q: 3 clusters Score -2055576 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2055618.125000 Penalty: 4732.376953
	Iteration 39Q: 3 clusters Score -2055618 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2055657.250000 Penalty: 4732.376953
	Iteration 40F: 3 clusters Score -2055657 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2055700.750000 Penalty: 4732.376953
	Iteration 41Q: 3 clusters Score -2055701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2055736.875000 Penalty: 4732.376953
	Iteration 42Q: 3 clusters Score -2055737 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2055778.000000 Penalty: 4732.376953
	Iteration 43Q: 3 clusters Score -2055778 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2055809.250000 Penalty: 4732.376953
	Iteration 44Q: 3 clusters Score -2055809 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2055828.625000 Penalty: 4732.376953
	Iteration 45Q: 3 clusters Score -2055829 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2055850.375000 Penalty: 4732.376953
	Iteration 46Q: 3 clusters Score -2055850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2055873.125000 Penalty: 4732.376953
	Iteration 47Q: 3 clusters Score -2055873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2055882.875000 Penalty: 4732.376953
	Iteration 48Q: 3 clusters Score -2055883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2055903.750000 Penalty: 4732.376953
	Iteration 49Q: 3 clusters Score -2055904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2055916.875000 Penalty: 4732.376953
	Iteration 50Q: 3 clusters Score -2055917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2055925.500000 Penalty: 4732.376953
	Iteration 51Q: 3 clusters Score -2055926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2055930.125000 Penalty: 4732.376953
	Iteration 52Q: 3 clusters Score -2055930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2055935.500000 Penalty: 4732.376953
	Iteration 53Q: 3 clusters Score -2055936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2055938.875000 Penalty: 4732.376953
	Iteration 54Q: 3 clusters Score -2055939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2055936.500000 Penalty: 4732.376953
	Iteration 55Q: 3 clusters Score -2055936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2055941.750000 Penalty: 4732.376953
	Iteration 56Q: 3 clusters Score -2055942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2055943.000000 Penalty: 4732.376953
	Iteration 57Q: 3 clusters Score -2055943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2055945.750000 Penalty: 4732.376953
	Iteration 58Q: 3 clusters Score -2055946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2055946.250000 Penalty: 4732.376953
	Iteration 59Q: 3 clusters Score -2055946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2055947.125000 Penalty: 4732.376953
	Iteration 60F: 3 clusters Score -2055947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2055949.750000 Penalty: 4732.376953
	Iteration 61Q: 3 clusters Score -2055950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2055948.875000 Penalty: 4732.376953
	Iteration 62Q: 3 clusters Score -2055949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2055950.250000 Penalty: 4732.376953
	Iteration 63Q: 3 clusters Score -2055950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2055949.500000 Penalty: 4732.376953
	Iteration 64Q: 3 clusters Score -2055950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2055950.500000 Penalty: 4732.376953
	Iteration 65Q: 3 clusters Score -2055950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2055950.500000 Penalty: 4732.376953
	Iteration 66F: 3 clusters Score -2055950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -583216.937500 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -583216.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -579187.437500 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -579187.4 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -580692.375000 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -580692.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -581775.937500 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -581775.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -582704.625000 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -582704.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -583227.687500 Penalty: 4140.404785
	Iteration 4F: 3 clusters Score -583227.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -583445.562500 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -583445.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -583538.937500 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -583538.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -583597.937500 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -583597.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -583636.937500 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -583636.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -583670.500000 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -583670.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -583702.687500 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -583702.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -583735.937500 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -583735.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -583766.250000 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -583766.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -583808.500000 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -583808.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -583855.250000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -583855.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -583888.000000 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -583888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -583917.750000 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -583917.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -583957.812500 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -583957.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -584022.875000 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -584022.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -584112.687500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -584112.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -584253.812500 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -584253.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -584447.125000 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -584447.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -584598.500000 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -584598.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -584663.437500 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -584663.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -584687.937500 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -584687.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -584703.437500 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -584703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -584712.375000 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -584712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -584714.562500 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -584714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -584715.062500 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -584715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -584716.500000 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -584716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -584717.937500 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -584717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -584718.062500 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -584718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -584718.062500 Penalty: 4140.404785
	Iteration 32F: 3 clusters Score -584718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Entering Unmasked Estep 
Score: -115026160.000000 Penalty: 118013.640625
Splitting cluster 8 changes total score from -115025888.000000 to -115026160.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (13557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Entering Unmasked Estep 
Score: -1968980.125000 Penalty: 2359.635254
	Iteration 0F: 2 clusters Score -1968980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1959070.625000 Penalty: 4719.270508
	Iteration 0F: 3 clusters Score -1959071 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1962323.250000 Penalty: 4719.270508
	Iteration 1F: 3 clusters Score -1962323 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1962996.125000 Penalty: 4719.270508
	Iteration 2F: 3 clusters Score -1962996 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1963770.000000 Penalty: 4719.270508
	Iteration 3F: 3 clusters Score -1963770 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1964747.750000 Penalty: 4719.270508
	Iteration 4F: 3 clusters Score -1964748 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1965824.250000 Penalty: 4719.270508
	Iteration 5F: 3 clusters Score -1965824 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1966582.875000 Penalty: 4719.270508
	Iteration 6F: 3 clusters Score -1966583 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1966989.875000 Penalty: 4719.270508
	Iteration 7F: 3 clusters Score -1966990 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1967237.500000 Penalty: 4719.270508
	Iteration 8Q: 3 clusters Score -1967238 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1967421.875000 Penalty: 4719.270508
	Iteration 9Q: 3 clusters Score -1967422 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1967562.375000 Penalty: 4719.270508
	Iteration 10Q: 3 clusters Score -1967562 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1967658.875000 Penalty: 4719.270508
	Iteration 11Q: 3 clusters Score -1967659 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1967734.250000 Penalty: 4719.270508
	Iteration 12Q: 3 clusters Score -1967734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1967795.750000 Penalty: 4719.270508
	Iteration 13Q: 3 clusters Score -1967796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1967871.750000 Penalty: 4719.270508
	Iteration 14Q: 3 clusters Score -1967872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1967944.750000 Penalty: 4719.270508
	Iteration 15Q: 3 clusters Score -1967945 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1968004.000000 Penalty: 4719.270508
	Iteration 16Q: 3 clusters Score -1968004 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1968047.625000 Penalty: 4719.270508
	Iteration 17Q: 3 clusters Score -1968048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1968082.625000 Penalty: 4719.270508
	Iteration 18Q: 3 clusters Score -1968083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1968110.625000 Penalty: 4719.270508
	Iteration 19Q: 3 clusters Score -1968111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1968129.125000 Penalty: 4719.270508
	Iteration 20F: 3 clusters Score -1968129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1968148.250000 Penalty: 4719.270508
	Iteration 21Q: 3 clusters Score -1968148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1968155.125000 Penalty: 4719.270508
	Iteration 22Q: 3 clusters Score -1968155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1968156.000000 Penalty: 4719.270508
	Iteration 23Q: 3 clusters Score -1968156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1968165.125000 Penalty: 4719.270508
	Iteration 24Q: 3 clusters Score -1968165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1968173.125000 Penalty: 4719.270508
	Iteration 25Q: 3 clusters Score -1968173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1968176.250000 Penalty: 4719.270508
	Iteration 26Q: 3 clusters Score -1968176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1968179.750000 Penalty: 4719.270508
	Iteration 27Q: 3 clusters Score -1968180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1968183.375000 Penalty: 4719.270508
	Iteration 28Q: 3 clusters Score -1968183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1968185.625000 Penalty: 4719.270508
	Iteration 29Q: 3 clusters Score -1968186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1968186.000000 Penalty: 4719.270508
	Iteration 30Q: 3 clusters Score -1968186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1968181.250000 Penalty: 4719.270508
	Iteration 31Q: 3 clusters Score -1968181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1968181.625000 Penalty: 4719.270508
	Iteration 32Q: 3 clusters Score -1968182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1968182.000000 Penalty: 4719.270508
	Iteration 33Q: 3 clusters Score -1968182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1968182.875000 Penalty: 4719.270508
	Iteration 34Q: 3 clusters Score -1968183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1968181.500000 Penalty: 4719.270508
	Iteration 35Q: 3 clusters Score -1968182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1968183.375000 Penalty: 4719.270508
	Iteration 36Q: 3 clusters Score -1968183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1968184.625000 Penalty: 4719.270508
	Iteration 37Q: 3 clusters Score -1968185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1968186.375000 Penalty: 4719.270508
	Iteration 38Q: 3 clusters Score -1968186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1968185.375000 Penalty: 4719.270508
	Iteration 39Q: 3 clusters Score -1968185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1968186.250000 Penalty: 4719.270508
	Iteration 40F: 3 clusters Score -1968186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1968186.000000 Penalty: 4719.270508
	Iteration 41Q: 3 clusters Score -1968186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1968188.125000 Penalty: 4719.270508
	Iteration 42Q: 3 clusters Score -1968188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1968190.125000 Penalty: 4719.270508
	Iteration 43Q: 3 clusters Score -1968190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1968190.375000 Penalty: 4719.270508
	Iteration 44Q: 3 clusters Score -1968190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1968190.875000 Penalty: 4719.270508
	Iteration 45Q: 3 clusters Score -1968191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1968192.125000 Penalty: 4719.270508
	Iteration 46Q: 3 clusters Score -1968192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1968190.000000 Penalty: 4719.270508
	Iteration 47Q: 3 clusters Score -1968190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1968190.000000 Penalty: 4719.270508
	Iteration 48F: 3 clusters Score -1968190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Entering Unmasked Estep 
Score: -4390500.000000 Penalty: 2555.476807
	Iteration 0F: 2 clusters Score -4390500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4370114.000000 Penalty: 5110.953613
	Iteration 0F: 3 clusters Score -4370114 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -4377302.500000 Penalty: 5110.953613
	Iteration 1F: 3 clusters Score -4377302 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -4377781.500000 Penalty: 5110.953613
	Iteration 2Q: 3 clusters Score -4377782 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -4378250.000000 Penalty: 5110.953613
	Iteration 3Q: 3 clusters Score -4378250 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4378803.500000 Penalty: 5110.953613
	Iteration 4Q: 3 clusters Score -4378804 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4379498.000000 Penalty: 5110.953613
	Iteration 5Q: 3 clusters Score -4379498 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4380515.500000 Penalty: 5110.953613
	Iteration 6F: 3 clusters Score -4380516 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4381814.000000 Penalty: 5110.953613
	Iteration 7F: 3 clusters Score -4381814 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4383199.500000 Penalty: 5110.953613
	Iteration 8F: 3 clusters Score -4383200 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4384342.000000 Penalty: 5110.953613
	Iteration 9F: 3 clusters Score -4384342 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4385134.000000 Penalty: 5110.953613
	Iteration 10F: 3 clusters Score -4385134 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4385619.500000 Penalty: 5110.953613
	Iteration 11Q: 3 clusters Score -4385620 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4385972.000000 Penalty: 5110.953613
	Iteration 12Q: 3 clusters Score -4385972 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -4386213.000000 Penalty: 5110.953613
	Iteration 13Q: 3 clusters Score -4386213 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4386377.500000 Penalty: 5110.953613
	Iteration 14Q: 3 clusters Score -4386378 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4386558.500000 Penalty: 5110.953613
	Iteration 15Q: 3 clusters Score -4386558 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4386708.000000 Penalty: 5110.953613
	Iteration 16Q: 3 clusters Score -4386708 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4386848.000000 Penalty: 5110.953613
	Iteration 17Q: 3 clusters Score -4386848 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4386989.500000 Penalty: 5110.953613
	Iteration 18Q: 3 clusters Score -4386990 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4387136.000000 Penalty: 5110.953613
	Iteration 19Q: 3 clusters Score -4387136 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4387265.500000 Penalty: 5110.953613
	Iteration 20F: 3 clusters Score -4387266 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4387383.500000 Penalty: 5110.953613
	Iteration 21Q: 3 clusters Score -4387384 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4387538.000000 Penalty: 5110.953613
	Iteration 22Q: 3 clusters Score -4387538 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4387667.000000 Penalty: 5110.953613
	Iteration 23Q: 3 clusters Score -4387667 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4387786.500000 Penalty: 5110.953613
	Iteration 24Q: 3 clusters Score -4387786 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4387920.500000 Penalty: 5110.953613
	Iteration 25Q: 3 clusters Score -4387920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4388011.500000 Penalty: 5110.953613
	Iteration 26Q: 3 clusters Score -4388012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4388086.000000 Penalty: 5110.953613
	Iteration 27Q: 3 clusters Score -4388086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4388136.000000 Penalty: 5110.953613
	Iteration 28Q: 3 clusters Score -4388136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4388177.500000 Penalty: 5110.953613
	Iteration 29Q: 3 clusters Score -4388178 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4388211.500000 Penalty: 5110.953613
	Iteration 30Q: 3 clusters Score -4388212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4388235.000000 Penalty: 5110.953613
	Iteration 31Q: 3 clusters Score -4388235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4388258.500000 Penalty: 5110.953613
	Iteration 32Q: 3 clusters Score -4388258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4388275.500000 Penalty: 5110.953613
	Iteration 33Q: 3 clusters Score -4388276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4388292.000000 Penalty: 5110.953613
	Iteration 34Q: 3 clusters Score -4388292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4388304.500000 Penalty: 5110.953613
	Iteration 35Q: 3 clusters Score -4388304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4388310.000000 Penalty: 5110.953613
	Iteration 36Q: 3 clusters Score -4388310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4388323.500000 Penalty: 5110.953613
	Iteration 37Q: 3 clusters Score -4388324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4388327.500000 Penalty: 5110.953613
	Iteration 38Q: 3 clusters Score -4388328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4388327.500000 Penalty: 5110.953613
	Iteration 39Q: 3 clusters Score -4388328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4388331.500000 Penalty: 5110.953613
	Iteration 40F: 3 clusters Score -4388332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4388334.000000 Penalty: 5110.953613
	Iteration 41Q: 3 clusters Score -4388334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4388339.000000 Penalty: 5110.953613
	Iteration 42Q: 3 clusters Score -4388339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4388345.000000 Penalty: 5110.953613
	Iteration 43Q: 3 clusters Score -4388345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4388348.000000 Penalty: 5110.953613
	Iteration 44Q: 3 clusters Score -4388348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4388363.500000 Penalty: 5110.953613
	Iteration 45Q: 3 clusters Score -4388364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4388369.500000 Penalty: 5110.953613
	Iteration 46Q: 3 clusters Score -4388370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4388374.500000 Penalty: 5110.953613
	Iteration 47Q: 3 clusters Score -4388374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4388378.000000 Penalty: 5110.953613
	Iteration 48Q: 3 clusters Score -4388378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4388385.000000 Penalty: 5110.953613
	Iteration 49Q: 3 clusters Score -4388385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4388388.500000 Penalty: 5110.953613
	Iteration 50Q: 3 clusters Score -4388388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4388404.000000 Penalty: 5110.953613
	Iteration 51Q: 3 clusters Score -4388404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4388408.500000 Penalty: 5110.953613
	Iteration 52Q: 3 clusters Score -4388408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4388407.500000 Penalty: 5110.953613
	Iteration 53Q: 3 clusters Score -4388408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4388409.500000 Penalty: 5110.953613
	Iteration 54Q: 3 clusters Score -4388410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4388407.500000 Penalty: 5110.953613
	Iteration 55Q: 3 clusters Score -4388408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4388410.000000 Penalty: 5110.953613
	Iteration 56Q: 3 clusters Score -4388410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4388413.000000 Penalty: 5110.953613
	Iteration 57Q: 3 clusters Score -4388413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4388409.000000 Penalty: 5110.953613
	Iteration 58Q: 3 clusters Score -4388409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4388409.000000 Penalty: 5110.953613
	Iteration 59F: 3 clusters Score -4388409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -928497.375000 Penalty: 2206.150146
	Iteration 0F: 2 clusters Score -928497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -922604.937500 Penalty: 4412.300293
	Iteration 0F: 3 clusters Score -922604.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -924548.937500 Penalty: 4412.300293
	Iteration 1F: 3 clusters Score -924548.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -925267.500000 Penalty: 4412.300293
	Iteration 2F: 3 clusters Score -925267.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -925862.500000 Penalty: 4412.300293
	Iteration 3F: 3 clusters Score -925862.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -926321.000000 Penalty: 4412.300293
	Iteration 4F: 3 clusters Score -926321 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -926737.125000 Penalty: 4412.300293
	Iteration 5F: 3 clusters Score -926737.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -927004.062500 Penalty: 4412.300293
	Iteration 6F: 3 clusters Score -927004.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -927167.375000 Penalty: 4412.300293
	Iteration 7Q: 3 clusters Score -927167.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -927291.812500 Penalty: 4412.300293
	Iteration 8Q: 3 clusters Score -927291.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -927400.437500 Penalty: 4412.300293
	Iteration 9Q: 3 clusters Score -927400.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -927527.250000 Penalty: 4412.300293
	Iteration 10Q: 3 clusters Score -927527.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -927677.750000 Penalty: 4412.300293
	Iteration 11Q: 3 clusters Score -927677.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -927817.875000 Penalty: 4412.300293
	Iteration 12Q: 3 clusters Score -927817.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -927930.187500 Penalty: 4412.300293
	Iteration 13Q: 3 clusters Score -927930.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -928030.125000 Penalty: 4412.300293
	Iteration 14Q: 3 clusters Score -928030.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -928128.062500 Penalty: 4412.300293
	Iteration 15Q: 3 clusters Score -928128.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -928203.062500 Penalty: 4412.300293
	Iteration 16Q: 3 clusters Score -928203.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -928274.562500 Penalty: 4412.300293
	Iteration 17Q: 3 clusters Score -928274.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -928317.562500 Penalty: 4412.300293
	Iteration 18Q: 3 clusters Score -928317.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -928367.125000 Penalty: 4412.300293
	Iteration 19Q: 3 clusters Score -928367.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -928419.562500 Penalty: 4412.300293
	Iteration 20F: 3 clusters Score -928419.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -928475.750000 Penalty: 4412.300293
	Iteration 21Q: 3 clusters Score -928475.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -928527.312500 Penalty: 4412.300293
	Iteration 22Q: 3 clusters Score -928527.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -928574.812500 Penalty: 4412.300293
	Iteration 23Q: 3 clusters Score -928574.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -928610.812500 Penalty: 4412.300293
	Iteration 24Q: 3 clusters Score -928610.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -928643.437500 Penalty: 4412.300293
	Iteration 25Q: 3 clusters Score -928643.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -928670.000000 Penalty: 4412.300293
	Iteration 26Q: 3 clusters Score -928670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -928687.812500 Penalty: 4412.300293
	Iteration 27Q: 3 clusters Score -928687.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -928697.375000 Penalty: 4412.300293
	Iteration 28Q: 3 clusters Score -928697.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -928709.312500 Penalty: 4412.300293
	Iteration 29Q: 3 clusters Score -928709.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -928715.625000 Penalty: 4412.300293
	Iteration 30Q: 3 clusters Score -928715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -928720.625000 Penalty: 4412.300293
	Iteration 31Q: 3 clusters Score -928720.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -928727.250000 Penalty: 4412.300293
	Iteration 32Q: 3 clusters Score -928727.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -928729.125000 Penalty: 4412.300293
	Iteration 33Q: 3 clusters Score -928729.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -928730.937500 Penalty: 4412.300293
	Iteration 34Q: 3 clusters Score -928730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -928735.187500 Penalty: 4412.300293
	Iteration 35Q: 3 clusters Score -928735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -928736.437500 Penalty: 4412.300293
	Iteration 36Q: 3 clusters Score -928736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -928736.500000 Penalty: 4412.300293
	Iteration 37Q: 3 clusters Score -928736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -928737.687500 Penalty: 4412.300293
	Iteration 38Q: 3 clusters Score -928737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -928739.375000 Penalty: 4412.300293
	Iteration 39Q: 3 clusters Score -928739.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -928742.187500 Penalty: 4412.300293
	Iteration 40F: 3 clusters Score -928742.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -928746.125000 Penalty: 4412.300293
	Iteration 41Q: 3 clusters Score -928746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -928748.937500 Penalty: 4412.300293
	Iteration 42Q: 3 clusters Score -928748.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -928749.187500 Penalty: 4412.300293
	Iteration 43Q: 3 clusters Score -928749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -928748.437500 Penalty: 4412.300293
	Iteration 44Q: 3 clusters Score -928748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -928748.750000 Penalty: 4412.300293
	Iteration 45Q: 3 clusters Score -928748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -928748.750000 Penalty: 4412.300293
	Iteration 46F: 3 clusters Score -928748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 3940 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 3361 members 
Entering Unmasked Estep 
Score: -115024936.000000 Penalty: 121385.460938
Splitting cluster 11 changes total score from -115025888.000000 to -115024936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (99706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Entering Unmasked Estep 
Score: -14968290.000000 Penalty: 2854.475342
	Iteration 0F: 2 clusters Score -1.496829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -14901707.000000 Penalty: 5708.950684
	Iteration 0F: 3 clusters Score -1.490171e+07 nChanged 47152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -14928820.000000 Penalty: 5708.950684
	Iteration 1F: 3 clusters Score -1.492882e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -14929915.000000 Penalty: 5708.950684
	Iteration 2Q: 3 clusters Score -1.492992e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -14931235.000000 Penalty: 5708.950684
	Iteration 3Q: 3 clusters Score -1.493124e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57482 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -14933245.000000 Penalty: 5708.950684
	Iteration 4Q: 3 clusters Score -1.493324e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -14935683.000000 Penalty: 5708.950684
	Iteration 5F: 3 clusters Score -1.493568e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -14938427.000000 Penalty: 5708.950684
	Iteration 6F: 3 clusters Score -1.493843e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -14941428.000000 Penalty: 5708.950684
	Iteration 7F: 3 clusters Score -1.494143e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74550 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -14944658.000000 Penalty: 5708.950684
	Iteration 8F: 3 clusters Score -1.494466e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -14948327.000000 Penalty: 5708.950684
	Iteration 9F: 3 clusters Score -1.494833e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -14952634.000000 Penalty: 5708.950684
	Iteration 10F: 3 clusters Score -1.495263e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -14957517.000000 Penalty: 5708.950684
	Iteration 11F: 3 clusters Score -1.495752e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -14961640.000000 Penalty: 5708.950684
	Iteration 12Q: 3 clusters Score -1.496164e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -14963887.000000 Penalty: 5708.950684
	Iteration 13Q: 3 clusters Score -1.496389e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98464 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -14964935.000000 Penalty: 5708.950684
	Iteration 14Q: 3 clusters Score -1.496494e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14965402.000000 Penalty: 5708.950684
	Iteration 15Q: 3 clusters Score -1.49654e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14965552.000000 Penalty: 5708.950684
	Iteration 16Q: 3 clusters Score -1.496555e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14965656.000000 Penalty: 5708.950684
	Iteration 17Q: 3 clusters Score -1.496566e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14965719.000000 Penalty: 5708.950684
	Iteration 18Q: 3 clusters Score -1.496572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99296 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14965761.000000 Penalty: 5708.950684
	Iteration 19Q: 3 clusters Score -1.496576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -14965780.000000 Penalty: 5708.950684
	Iteration 20F: 3 clusters Score -1.496578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99328 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14965789.000000 Penalty: 5708.950684
	Iteration 21Q: 3 clusters Score -1.496579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99335 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14965803.000000 Penalty: 5708.950684
	Iteration 22Q: 3 clusters Score -1.49658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14965834.000000 Penalty: 5708.950684
	Iteration 23Q: 3 clusters Score -1.496583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14965843.000000 Penalty: 5708.950684
	Iteration 24Q: 3 clusters Score -1.496584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14965843.000000 Penalty: 5708.950684
	Iteration 25Q: 3 clusters Score -1.496584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14965833.000000 Penalty: 5708.950684
	Iteration 26Q: 3 clusters Score -1.496583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14965832.000000 Penalty: 5708.950684
	Iteration 27Q: 3 clusters Score -1.496583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14965837.000000 Penalty: 5708.950684
	Iteration 28Q: 3 clusters Score -1.496584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14965837.000000 Penalty: 5708.950684
	Iteration 29F: 3 clusters Score -1.496584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Entering Unmasked Estep 
Score: -932378.250000 Penalty: 2177.673340
	Iteration 0F: 2 clusters Score -932378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -926920.750000 Penalty: 4355.346680
	Iteration 0F: 3 clusters Score -926920.8 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -928356.687500 Penalty: 4355.346680
	Iteration 1F: 3 clusters Score -928356.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -928628.187500 Penalty: 4355.346680
	Iteration 2F: 3 clusters Score -928628.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -928797.875000 Penalty: 4355.346680
	Iteration 3F: 3 clusters Score -928797.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -928951.625000 Penalty: 4355.346680
	Iteration 4Q: 3 clusters Score -928951.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -929148.375000 Penalty: 4355.346680
	Iteration 5Q: 3 clusters Score -929148.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -929341.875000 Penalty: 4355.346680
	Iteration 6Q: 3 clusters Score -929341.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -929550.437500 Penalty: 4355.346680
	Iteration 7Q: 3 clusters Score -929550.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -929741.500000 Penalty: 4355.346680
	Iteration 8Q: 3 clusters Score -929741.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -929952.062500 Penalty: 4355.346680
	Iteration 9Q: 3 clusters Score -929952.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -930167.750000 Penalty: 4355.346680
	Iteration 10Q: 3 clusters Score -930167.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -930357.437500 Penalty: 4355.346680
	Iteration 11Q: 3 clusters Score -930357.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -930540.437500 Penalty: 4355.346680
	Iteration 12Q: 3 clusters Score -930540.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -930700.125000 Penalty: 4355.346680
	Iteration 13Q: 3 clusters Score -930700.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -930825.000000 Penalty: 4355.346680
	Iteration 14Q: 3 clusters Score -930825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -930925.812500 Penalty: 4355.346680
	Iteration 15Q: 3 clusters Score -930925.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -931008.937500 Penalty: 4355.346680
	Iteration 16Q: 3 clusters Score -931008.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -931084.500000 Penalty: 4355.346680
	Iteration 17Q: 3 clusters Score -931084.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -931136.062500 Penalty: 4355.346680
	Iteration 18Q: 3 clusters Score -931136.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -931162.687500 Penalty: 4355.346680
	Iteration 19Q: 3 clusters Score -931162.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -931177.187500 Penalty: 4355.346680
	Iteration 20F: 3 clusters Score -931177.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -931185.000000 Penalty: 4355.346680
	Iteration 21Q: 3 clusters Score -931185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -931194.062500 Penalty: 4355.346680
	Iteration 22Q: 3 clusters Score -931194.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -931195.125000 Penalty: 4355.346680
	Iteration 23Q: 3 clusters Score -931195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -931198.687500 Penalty: 4355.346680
	Iteration 24Q: 3 clusters Score -931198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -931203.250000 Penalty: 4355.346680
	Iteration 25Q: 3 clusters Score -931203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -931204.437500 Penalty: 4355.346680
	Iteration 26Q: 3 clusters Score -931204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -931206.812500 Penalty: 4355.346680
	Iteration 27Q: 3 clusters Score -931206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -931208.562500 Penalty: 4355.346680
	Iteration 28Q: 3 clusters Score -931208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -931208.500000 Penalty: 4355.346680
	Iteration 29Q: 3 clusters Score -931208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -931210.437500 Penalty: 4355.346680
	Iteration 30Q: 3 clusters Score -931210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -931216.500000 Penalty: 4355.346680
	Iteration 31Q: 3 clusters Score -931216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -931216.875000 Penalty: 4355.346680
	Iteration 32Q: 3 clusters Score -931216.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -931220.250000 Penalty: 4355.346680
	Iteration 33Q: 3 clusters Score -931220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -931224.125000 Penalty: 4355.346680
	Iteration 34Q: 3 clusters Score -931224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -931224.250000 Penalty: 4355.346680
	Iteration 35Q: 3 clusters Score -931224.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -931229.312500 Penalty: 4355.346680
	Iteration 36Q: 3 clusters Score -931229.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -931236.250000 Penalty: 4355.346680
	Iteration 37Q: 3 clusters Score -931236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -931240.812500 Penalty: 4355.346680
	Iteration 38Q: 3 clusters Score -931240.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -931244.875000 Penalty: 4355.346680
	Iteration 39Q: 3 clusters Score -931244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -931249.687500 Penalty: 4355.346680
	Iteration 40F: 3 clusters Score -931249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -931249.687500 Penalty: 4355.346680
	Iteration 41Q: 3 clusters Score -931249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -931250.187500 Penalty: 4355.346680
	Iteration 42Q: 3 clusters Score -931250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -931252.187500 Penalty: 4355.346680
	Iteration 43Q: 3 clusters Score -931252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -931251.437500 Penalty: 4355.346680
	Iteration 44Q: 3 clusters Score -931251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -931254.687500 Penalty: 4355.346680
	Iteration 45Q: 3 clusters Score -931254.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -931255.062500 Penalty: 4355.346680
	Iteration 46Q: 3 clusters Score -931255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -931256.312500 Penalty: 4355.346680
	Iteration 47Q: 3 clusters Score -931256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -931256.500000 Penalty: 4355.346680
	Iteration 48Q: 3 clusters Score -931256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -931256.187500 Penalty: 4355.346680
	Iteration 49Q: 3 clusters Score -931256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -931256.187500 Penalty: 4355.346680
	Iteration 50Q: 3 clusters Score -931256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -931257.187500 Penalty: 4355.346680
	Iteration 51Q: 3 clusters Score -931257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -931257.687500 Penalty: 4355.346680
	Iteration 52Q: 3 clusters Score -931257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -931257.687500 Penalty: 4355.346680
	Iteration 53F: 3 clusters Score -931257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Entering Unmasked Estep 
Score: -2175183.000000 Penalty: 2379.996094
	Iteration 0F: 2 clusters Score -2175183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2164586.000000 Penalty: 4759.992188
	Iteration 0F: 3 clusters Score -2164586 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2168149.750000 Penalty: 4759.992188
	Iteration 1F: 3 clusters Score -2168150 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2168715.750000 Penalty: 4759.992188
	Iteration 2F: 3 clusters Score -2168716 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2169195.250000 Penalty: 4759.992188
	Iteration 3F: 3 clusters Score -2169195 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2169759.000000 Penalty: 4759.992188
	Iteration 4F: 3 clusters Score -2169759 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2170334.250000 Penalty: 4759.992188
	Iteration 5F: 3 clusters Score -2170334 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2170894.000000 Penalty: 4759.992188
	Iteration 6F: 3 clusters Score -2170894 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2171373.500000 Penalty: 4759.992188
	Iteration 7F: 3 clusters Score -2171374 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2171825.250000 Penalty: 4759.992188
	Iteration 8Q: 3 clusters Score -2171825 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2172255.750000 Penalty: 4759.992188
	Iteration 9Q: 3 clusters Score -2172256 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2172612.250000 Penalty: 4759.992188
	Iteration 10Q: 3 clusters Score -2172612 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2172916.000000 Penalty: 4759.992188
	Iteration 11Q: 3 clusters Score -2172916 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2173164.750000 Penalty: 4759.992188
	Iteration 12Q: 3 clusters Score -2173165 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2173384.000000 Penalty: 4759.992188
	Iteration 13Q: 3 clusters Score -2173384 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2173569.000000 Penalty: 4759.992188
	Iteration 14Q: 3 clusters Score -2173569 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2173721.000000 Penalty: 4759.992188
	Iteration 15Q: 3 clusters Score -2173721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2173864.500000 Penalty: 4759.992188
	Iteration 16Q: 3 clusters Score -2173864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2173964.250000 Penalty: 4759.992188
	Iteration 17Q: 3 clusters Score -2173964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2174049.750000 Penalty: 4759.992188
	Iteration 18Q: 3 clusters Score -2174050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2174117.000000 Penalty: 4759.992188
	Iteration 19Q: 3 clusters Score -2174117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2174142.000000 Penalty: 4759.992188
	Iteration 20F: 3 clusters Score -2174142 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2174168.500000 Penalty: 4759.992188
	Iteration 21Q: 3 clusters Score -2174168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2174194.250000 Penalty: 4759.992188
	Iteration 22Q: 3 clusters Score -2174194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2174217.750000 Penalty: 4759.992188
	Iteration 23Q: 3 clusters Score -2174218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2174240.500000 Penalty: 4759.992188
	Iteration 24Q: 3 clusters Score -2174240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2174256.000000 Penalty: 4759.992188
	Iteration 25Q: 3 clusters Score -2174256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2174268.000000 Penalty: 4759.992188
	Iteration 26Q: 3 clusters Score -2174268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2174285.000000 Penalty: 4759.992188
	Iteration 27Q: 3 clusters Score -2174285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2174288.250000 Penalty: 4759.992188
	Iteration 28Q: 3 clusters Score -2174288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2174295.750000 Penalty: 4759.992188
	Iteration 29Q: 3 clusters Score -2174296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2174300.000000 Penalty: 4759.992188
	Iteration 30Q: 3 clusters Score -2174300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2174297.500000 Penalty: 4759.992188
	Iteration 31Q: 3 clusters Score -2174298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2174297.250000 Penalty: 4759.992188
	Iteration 32Q: 3 clusters Score -2174297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2174300.500000 Penalty: 4759.992188
	Iteration 33Q: 3 clusters Score -2174300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2174299.250000 Penalty: 4759.992188
	Iteration 34Q: 3 clusters Score -2174299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2174299.250000 Penalty: 4759.992188
	Iteration 35F: 3 clusters Score -2174299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Entering Unmasked Estep 
Score: -2374044.750000 Penalty: 2419.524658
	Iteration 0F: 2 clusters Score -2374045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2361712.500000 Penalty: 4839.049316
	Iteration 0F: 3 clusters Score -2361712 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2366147.250000 Penalty: 4839.049316
	Iteration 1F: 3 clusters Score -2366147 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2366760.250000 Penalty: 4839.049316
	Iteration 2F: 3 clusters Score -2366760 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2367252.500000 Penalty: 4839.049316
	Iteration 3F: 3 clusters Score -2367252 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2367704.000000 Penalty: 4839.049316
	Iteration 4F: 3 clusters Score -2367704 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2368164.250000 Penalty: 4839.049316
	Iteration 5Q: 3 clusters Score -2368164 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2368579.750000 Penalty: 4839.049316
	Iteration 6Q: 3 clusters Score -2368580 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2368960.250000 Penalty: 4839.049316
	Iteration 7Q: 3 clusters Score -2368960 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2369267.750000 Penalty: 4839.049316
	Iteration 8Q: 3 clusters Score -2369268 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2369546.250000 Penalty: 4839.049316
	Iteration 9Q: 3 clusters Score -2369546 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2369764.000000 Penalty: 4839.049316
	Iteration 10Q: 3 clusters Score -2369764 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2369967.000000 Penalty: 4839.049316
	Iteration 11Q: 3 clusters Score -2369967 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2370165.500000 Penalty: 4839.049316
	Iteration 12Q: 3 clusters Score -2370166 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2370375.000000 Penalty: 4839.049316
	Iteration 13Q: 3 clusters Score -2370375 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2370583.000000 Penalty: 4839.049316
	Iteration 14Q: 3 clusters Score -2370583 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2370808.750000 Penalty: 4839.049316
	Iteration 15Q: 3 clusters Score -2370809 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2371071.000000 Penalty: 4839.049316
	Iteration 16Q: 3 clusters Score -2371071 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2371333.000000 Penalty: 4839.049316
	Iteration 17Q: 3 clusters Score -2371333 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2371533.000000 Penalty: 4839.049316
	Iteration 18Q: 3 clusters Score -2371533 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2371713.500000 Penalty: 4839.049316
	Iteration 19Q: 3 clusters Score -2371714 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2371865.000000 Penalty: 4839.049316
	Iteration 20F: 3 clusters Score -2371865 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2371974.500000 Penalty: 4839.049316
	Iteration 21Q: 3 clusters Score -2371974 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2372103.750000 Penalty: 4839.049316
	Iteration 22Q: 3 clusters Score -2372104 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2372197.000000 Penalty: 4839.049316
	Iteration 23Q: 3 clusters Score -2372197 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2372299.250000 Penalty: 4839.049316
	Iteration 24Q: 3 clusters Score -2372299 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2372408.750000 Penalty: 4839.049316
	Iteration 25Q: 3 clusters Score -2372409 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2372510.750000 Penalty: 4839.049316
	Iteration 26Q: 3 clusters Score -2372511 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2372605.500000 Penalty: 4839.049316
	Iteration 27Q: 3 clusters Score -2372606 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2372668.750000 Penalty: 4839.049316
	Iteration 28Q: 3 clusters Score -2372669 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2372737.750000 Penalty: 4839.049316
	Iteration 29Q: 3 clusters Score -2372738 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2372804.750000 Penalty: 4839.049316
	Iteration 30Q: 3 clusters Score -2372805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2372856.500000 Penalty: 4839.049316
	Iteration 31Q: 3 clusters Score -2372856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2372904.750000 Penalty: 4839.049316
	Iteration 32Q: 3 clusters Score -2372905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2372953.250000 Penalty: 4839.049316
	Iteration 33Q: 3 clusters Score -2372953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2373007.750000 Penalty: 4839.049316
	Iteration 34Q: 3 clusters Score -2373008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2373065.000000 Penalty: 4839.049316
	Iteration 35Q: 3 clusters Score -2373065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2373140.750000 Penalty: 4839.049316
	Iteration 36Q: 3 clusters Score -2373141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2373211.500000 Penalty: 4839.049316
	Iteration 37Q: 3 clusters Score -2373212 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2373263.500000 Penalty: 4839.049316
	Iteration 38Q: 3 clusters Score -2373264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2373314.000000 Penalty: 4839.049316
	Iteration 39Q: 3 clusters Score -2373314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2373366.250000 Penalty: 4839.049316
	Iteration 40F: 3 clusters Score -2373366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2373400.500000 Penalty: 4839.049316
	Iteration 41Q: 3 clusters Score -2373400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2373431.750000 Penalty: 4839.049316
	Iteration 42Q: 3 clusters Score -2373432 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2373452.750000 Penalty: 4839.049316
	Iteration 43Q: 3 clusters Score -2373453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2373466.250000 Penalty: 4839.049316
	Iteration 44Q: 3 clusters Score -2373466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2373476.500000 Penalty: 4839.049316
	Iteration 45Q: 3 clusters Score -2373476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2373478.750000 Penalty: 4839.049316
	Iteration 46Q: 3 clusters Score -2373479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2373483.500000 Penalty: 4839.049316
	Iteration 47Q: 3 clusters Score -2373484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2373488.750000 Penalty: 4839.049316
	Iteration 48Q: 3 clusters Score -2373489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2373490.750000 Penalty: 4839.049316
	Iteration 49Q: 3 clusters Score -2373491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2373492.500000 Penalty: 4839.049316
	Iteration 50Q: 3 clusters Score -2373492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2373491.250000 Penalty: 4839.049316
	Iteration 51Q: 3 clusters Score -2373491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2373493.250000 Penalty: 4839.049316
	Iteration 52Q: 3 clusters Score -2373493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2373494.750000 Penalty: 4839.049316
	Iteration 53Q: 3 clusters Score -2373495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2373497.750000 Penalty: 4839.049316
	Iteration 54Q: 3 clusters Score -2373498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2373496.000000 Penalty: 4839.049316
	Iteration 55Q: 3 clusters Score -2373496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2373496.000000 Penalty: 4839.049316
	Iteration 56F: 3 clusters Score -2373496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -344728.093750 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -344728.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -341987.968750 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -341988 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -344281.906250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -344281.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -346136.281250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -346136.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -346676.906250 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -346676.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -346899.593750 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -346899.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -347037.875000 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -347037.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -347075.156250 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -347075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -347088.281250 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -347088.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -347093.031250 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -347093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -347096.093750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -347096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -347098.937500 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -347098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -347100.375000 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -347100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -347100.375000 Penalty: 3912.241699
	Iteration 12F: 3 clusters Score -347100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1340 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Entering Unmasked Estep 
Score: -115027280.000000 Penalty: 121385.460938
Splitting cluster 16 changes total score from -115025888.000000 to -115027280.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 17 (17827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Entering Unmasked Estep 
Score: -2614362.500000 Penalty: 2427.540283
	Iteration 0F: 2 clusters Score -2614362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2601637.000000 Penalty: 4855.080566
	Iteration 0F: 3 clusters Score -2601637 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2605855.750000 Penalty: 4855.080566
	Iteration 1F: 3 clusters Score -2605856 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2606359.250000 Penalty: 4855.080566
	Iteration 2F: 3 clusters Score -2606359 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2606911.750000 Penalty: 4855.080566
	Iteration 3F: 3 clusters Score -2606912 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2607488.250000 Penalty: 4855.080566
	Iteration 4F: 3 clusters Score -2607488 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2608198.250000 Penalty: 4855.080566
	Iteration 5F: 3 clusters Score -2608198 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2608913.500000 Penalty: 4855.080566
	Iteration 6F: 3 clusters Score -2608914 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2609539.750000 Penalty: 4855.080566
	Iteration 7F: 3 clusters Score -2609540 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2610117.500000 Penalty: 4855.080566
	Iteration 8F: 3 clusters Score -2610118 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2610659.250000 Penalty: 4855.080566
	Iteration 9Q: 3 clusters Score -2610659 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2611085.750000 Penalty: 4855.080566
	Iteration 10Q: 3 clusters Score -2611086 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2611437.750000 Penalty: 4855.080566
	Iteration 11Q: 3 clusters Score -2611438 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2611732.500000 Penalty: 4855.080566
	Iteration 12Q: 3 clusters Score -2611732 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2612011.500000 Penalty: 4855.080566
	Iteration 13Q: 3 clusters Score -2612012 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2612329.250000 Penalty: 4855.080566
	Iteration 14Q: 3 clusters Score -2612329 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2612721.000000 Penalty: 4855.080566
	Iteration 15Q: 3 clusters Score -2612721 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2613206.000000 Penalty: 4855.080566
	Iteration 16Q: 3 clusters Score -2613206 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2613666.250000 Penalty: 4855.080566
	Iteration 17Q: 3 clusters Score -2613666 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2613899.500000 Penalty: 4855.080566
	Iteration 18Q: 3 clusters Score -2613900 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2614014.250000 Penalty: 4855.080566
	Iteration 19Q: 3 clusters Score -2614014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2614078.500000 Penalty: 4855.080566
	Iteration 20F: 3 clusters Score -2614078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2614121.000000 Penalty: 4855.080566
	Iteration 21Q: 3 clusters Score -2614121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2614132.250000 Penalty: 4855.080566
	Iteration 22Q: 3 clusters Score -2614132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2614150.750000 Penalty: 4855.080566
	Iteration 23Q: 3 clusters Score -2614151 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2614168.500000 Penalty: 4855.080566
	Iteration 24Q: 3 clusters Score -2614168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2614179.500000 Penalty: 4855.080566
	Iteration 25Q: 3 clusters Score -2614180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2614184.000000 Penalty: 4855.080566
	Iteration 26Q: 3 clusters Score -2614184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2614196.000000 Penalty: 4855.080566
	Iteration 27Q: 3 clusters Score -2614196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2614197.750000 Penalty: 4855.080566
	Iteration 28Q: 3 clusters Score -2614198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2614197.250000 Penalty: 4855.080566
	Iteration 29Q: 3 clusters Score -2614197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2614210.250000 Penalty: 4855.080566
	Iteration 30Q: 3 clusters Score -2614210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2614209.250000 Penalty: 4855.080566
	Iteration 31Q: 3 clusters Score -2614209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2614207.750000 Penalty: 4855.080566
	Iteration 32Q: 3 clusters Score -2614208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2614214.000000 Penalty: 4855.080566
	Iteration 33Q: 3 clusters Score -2614214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2614216.000000 Penalty: 4855.080566
	Iteration 34Q: 3 clusters Score -2614216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2614219.750000 Penalty: 4855.080566
	Iteration 35Q: 3 clusters Score -2614220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2614216.750000 Penalty: 4855.080566
	Iteration 36Q: 3 clusters Score -2614217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2614219.250000 Penalty: 4855.080566
	Iteration 37Q: 3 clusters Score -2614219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2614222.750000 Penalty: 4855.080566
	Iteration 38Q: 3 clusters Score -2614223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2614219.500000 Penalty: 4855.080566
	Iteration 39Q: 3 clusters Score -2614220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2614222.250000 Penalty: 4855.080566
	Iteration 40F: 3 clusters Score -2614222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2614218.000000 Penalty: 4855.080566
	Iteration 41Q: 3 clusters Score -2614218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2614218.500000 Penalty: 4855.080566
	Iteration 42Q: 3 clusters Score -2614218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2614219.750000 Penalty: 4855.080566
	Iteration 43Q: 3 clusters Score -2614220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2614218.250000 Penalty: 4855.080566
	Iteration 44Q: 3 clusters Score -2614218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2614215.750000 Penalty: 4855.080566
	Iteration 45Q: 3 clusters Score -2614216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2614217.500000 Penalty: 4855.080566
	Iteration 46Q: 3 clusters Score -2614218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2614216.500000 Penalty: 4855.080566
	Iteration 47Q: 3 clusters Score -2614216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2614216.000000 Penalty: 4855.080566
	Iteration 48Q: 3 clusters Score -2614216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2614216.000000 Penalty: 4855.080566
	Iteration 49F: 3 clusters Score -2614216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Entering Unmasked Estep 
Score: -1440269.000000 Penalty: 2279.508301
	Iteration 0F: 2 clusters Score -1440269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1432744.875000 Penalty: 4559.016602
	Iteration 0F: 3 clusters Score -1432745 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1434899.250000 Penalty: 4559.016602
	Iteration 1F: 3 clusters Score -1434899 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1435256.000000 Penalty: 4559.016602
	Iteration 2F: 3 clusters Score -1435256 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1435598.125000 Penalty: 4559.016602
	Iteration 3F: 3 clusters Score -1435598 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1435948.125000 Penalty: 4559.016602
	Iteration 4F: 3 clusters Score -1435948 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1436384.000000 Penalty: 4559.016602
	Iteration 5F: 3 clusters Score -1436384 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1436862.625000 Penalty: 4559.016602
	Iteration 6F: 3 clusters Score -1436863 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1437340.125000 Penalty: 4559.016602
	Iteration 7F: 3 clusters Score -1437340 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1437765.375000 Penalty: 4559.016602
	Iteration 8F: 3 clusters Score -1437765 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1438028.500000 Penalty: 4559.016602
	Iteration 9Q: 3 clusters Score -1438028 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1438171.125000 Penalty: 4559.016602
	Iteration 10Q: 3 clusters Score -1438171 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1438273.875000 Penalty: 4559.016602
	Iteration 11Q: 3 clusters Score -1438274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1438354.375000 Penalty: 4559.016602
	Iteration 12Q: 3 clusters Score -1438354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1438417.000000 Penalty: 4559.016602
	Iteration 13Q: 3 clusters Score -1438417 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1438461.750000 Penalty: 4559.016602
	Iteration 14Q: 3 clusters Score -1438462 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1438510.625000 Penalty: 4559.016602
	Iteration 15Q: 3 clusters Score -1438511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1438555.250000 Penalty: 4559.016602
	Iteration 16Q: 3 clusters Score -1438555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1438590.375000 Penalty: 4559.016602
	Iteration 17Q: 3 clusters Score -1438590 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1438619.375000 Penalty: 4559.016602
	Iteration 18Q: 3 clusters Score -1438619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1438642.000000 Penalty: 4559.016602
	Iteration 19Q: 3 clusters Score -1438642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1438663.000000 Penalty: 4559.016602
	Iteration 20F: 3 clusters Score -1438663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1438677.875000 Penalty: 4559.016602
	Iteration 21Q: 3 clusters Score -1438678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1438695.125000 Penalty: 4559.016602
	Iteration 22Q: 3 clusters Score -1438695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1438704.250000 Penalty: 4559.016602
	Iteration 23Q: 3 clusters Score -1438704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1438706.625000 Penalty: 4559.016602
	Iteration 24Q: 3 clusters Score -1438707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1438711.625000 Penalty: 4559.016602
	Iteration 25Q: 3 clusters Score -1438712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1438713.625000 Penalty: 4559.016602
	Iteration 26Q: 3 clusters Score -1438714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1438722.250000 Penalty: 4559.016602
	Iteration 27Q: 3 clusters Score -1438722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1438727.250000 Penalty: 4559.016602
	Iteration 28Q: 3 clusters Score -1438727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1438732.125000 Penalty: 4559.016602
	Iteration 29Q: 3 clusters Score -1438732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1438732.625000 Penalty: 4559.016602
	Iteration 30Q: 3 clusters Score -1438733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1438734.375000 Penalty: 4559.016602
	Iteration 31Q: 3 clusters Score -1438734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1438735.750000 Penalty: 4559.016602
	Iteration 32Q: 3 clusters Score -1438736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1438735.000000 Penalty: 4559.016602
	Iteration 33Q: 3 clusters Score -1438735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1438734.625000 Penalty: 4559.016602
	Iteration 34Q: 3 clusters Score -1438735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1438734.500000 Penalty: 4559.016602
	Iteration 35Q: 3 clusters Score -1438734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1438737.625000 Penalty: 4559.016602
	Iteration 36Q: 3 clusters Score -1438738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1438735.750000 Penalty: 4559.016602
	Iteration 37Q: 3 clusters Score -1438736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1438737.750000 Penalty: 4559.016602
	Iteration 38Q: 3 clusters Score -1438738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1438737.750000 Penalty: 4559.016602
	Iteration 39F: 3 clusters Score -1438738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Entering Unmasked Estep 
Score: -11884278.000000 Penalty: 2798.952881
	Iteration 0F: 2 clusters Score -1.188428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -11830806.000000 Penalty: 5597.905762
	Iteration 0F: 3 clusters Score -1.183081e+07 nChanged 37565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -11852393.000000 Penalty: 5597.905762
	Iteration 1F: 3 clusters Score -1.185239e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -11853303.000000 Penalty: 5597.905762
	Iteration 2Q: 3 clusters Score -1.18533e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -11854534.000000 Penalty: 5597.905762
	Iteration 3Q: 3 clusters Score -1.185453e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -11856012.000000 Penalty: 5597.905762
	Iteration 4Q: 3 clusters Score -1.185601e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -11858314.000000 Penalty: 5597.905762
	Iteration 5F: 3 clusters Score -1.185831e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -11861746.000000 Penalty: 5597.905762
	Iteration 6F: 3 clusters Score -1.186175e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 60811 members 
Entering Unmasked Estep 
Score: -11866132.000000 Penalty: 5597.905762
	Iteration 7F: 3 clusters Score -1.186613e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -11870887.000000 Penalty: 5597.905762
	Iteration 8F: 3 clusters Score -1.187089e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 70567 members 
Entering Unmasked Estep 
Score: -11874911.000000 Penalty: 5597.905762
	Iteration 9F: 3 clusters Score -1.187491e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -11877608.000000 Penalty: 5597.905762
	Iteration 10Q: 3 clusters Score -1.187761e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -11879343.000000 Penalty: 5597.905762
	Iteration 11Q: 3 clusters Score -1.187934e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -11880430.000000 Penalty: 5597.905762
	Iteration 12Q: 3 clusters Score -1.188043e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -11881063.000000 Penalty: 5597.905762
	Iteration 13Q: 3 clusters Score -1.188106e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -11881455.000000 Penalty: 5597.905762
	Iteration 14Q: 3 clusters Score -1.188146e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -11881723.000000 Penalty: 5597.905762
	Iteration 15Q: 3 clusters Score -1.188172e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 78891 members 
Entering Unmasked Estep 
Score: -11881891.000000 Penalty: 5597.905762
	Iteration 16Q: 3 clusters Score -1.188189e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 78978 members 
Entering Unmasked Estep 
Score: -11881953.000000 Penalty: 5597.905762
	Iteration 17Q: 3 clusters Score -1.188195e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -11882023.000000 Penalty: 5597.905762
	Iteration 18Q: 3 clusters Score -1.188202e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -11882064.000000 Penalty: 5597.905762
	Iteration 19Q: 3 clusters Score -1.188206e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -11882100.000000 Penalty: 5597.905762
	Iteration 20F: 3 clusters Score -1.18821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -11882114.000000 Penalty: 5597.905762
	Iteration 21Q: 3 clusters Score -1.188211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -11882114.000000 Penalty: 5597.905762
	Iteration 22Q: 3 clusters Score -1.188211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 79152 members 
Entering Unmasked Estep 
Score: -11882141.000000 Penalty: 5597.905762
	Iteration 23Q: 3 clusters Score -1.188214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -11882144.000000 Penalty: 5597.905762
	Iteration 24Q: 3 clusters Score -1.188214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -11882155.000000 Penalty: 5597.905762
	Iteration 25Q: 3 clusters Score -1.188216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -11882163.000000 Penalty: 5597.905762
	Iteration 26Q: 3 clusters Score -1.188216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -11882162.000000 Penalty: 5597.905762
	Iteration 27Q: 3 clusters Score -1.188216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -11882167.000000 Penalty: 5597.905762
	Iteration 28Q: 3 clusters Score -1.188217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -11882180.000000 Penalty: 5597.905762
	Iteration 29Q: 3 clusters Score -1.188218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -11882193.000000 Penalty: 5597.905762
	Iteration 30Q: 3 clusters Score -1.188219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -11882201.000000 Penalty: 5597.905762
	Iteration 31Q: 3 clusters Score -1.18822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -11882203.000000 Penalty: 5597.905762
	Iteration 32Q: 3 clusters Score -1.18822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -11882203.000000 Penalty: 5597.905762
	Iteration 33F: 3 clusters Score -1.18822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -1849584.625000 Penalty: 2340.197510
	Iteration 0F: 2 clusters Score -1849585 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 6163 members 
Entering Unmasked Estep 
Score: -1840403.625000 Penalty: 4680.395020
	Iteration 0F: 3 clusters Score -1840404 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1843349.500000 Penalty: 4680.395020
	Iteration 1F: 3 clusters Score -1843350 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1843957.375000 Penalty: 4680.395020
	Iteration 2F: 3 clusters Score -1843957 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1844763.625000 Penalty: 4680.395020
	Iteration 3F: 3 clusters Score -1844764 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1845763.375000 Penalty: 4680.395020
	Iteration 4F: 3 clusters Score -1845763 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1846705.750000 Penalty: 4680.395020
	Iteration 5F: 3 clusters Score -1846706 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1847364.125000 Penalty: 4680.395020
	Iteration 6F: 3 clusters Score -1847364 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1847703.875000 Penalty: 4680.395020
	Iteration 7Q: 3 clusters Score -1847704 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1847874.750000 Penalty: 4680.395020
	Iteration 8Q: 3 clusters Score -1847875 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1847993.500000 Penalty: 4680.395020
	Iteration 9Q: 3 clusters Score -1847994 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1848055.750000 Penalty: 4680.395020
	Iteration 10Q: 3 clusters Score -1848056 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1848120.500000 Penalty: 4680.395020
	Iteration 11Q: 3 clusters Score -1848120 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1848182.875000 Penalty: 4680.395020
	Iteration 12Q: 3 clusters Score -1848183 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1848233.500000 Penalty: 4680.395020
	Iteration 13Q: 3 clusters Score -1848234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1848277.125000 Penalty: 4680.395020
	Iteration 14Q: 3 clusters Score -1848277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1848318.750000 Penalty: 4680.395020
	Iteration 15Q: 3 clusters Score -1848319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1848342.125000 Penalty: 4680.395020
	Iteration 16Q: 3 clusters Score -1848342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1848360.125000 Penalty: 4680.395020
	Iteration 17Q: 3 clusters Score -1848360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1848373.750000 Penalty: 4680.395020
	Iteration 18Q: 3 clusters Score -1848374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1848385.875000 Penalty: 4680.395020
	Iteration 19Q: 3 clusters Score -1848386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1848396.000000 Penalty: 4680.395020
	Iteration 20F: 3 clusters Score -1848396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1848404.500000 Penalty: 4680.395020
	Iteration 21Q: 3 clusters Score -1848404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1848410.750000 Penalty: 4680.395020
	Iteration 22Q: 3 clusters Score -1848411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1848414.625000 Penalty: 4680.395020
	Iteration 23Q: 3 clusters Score -1848415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1848421.125000 Penalty: 4680.395020
	Iteration 24Q: 3 clusters Score -1848421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1848423.625000 Penalty: 4680.395020
	Iteration 25Q: 3 clusters Score -1848424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1848424.500000 Penalty: 4680.395020
	Iteration 26Q: 3 clusters Score -1848424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1848424.750000 Penalty: 4680.395020
	Iteration 27Q: 3 clusters Score -1848425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1848433.875000 Penalty: 4680.395020
	Iteration 28Q: 3 clusters Score -1848434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1848433.625000 Penalty: 4680.395020
	Iteration 29Q: 3 clusters Score -1848434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1848435.500000 Penalty: 4680.395020
	Iteration 30Q: 3 clusters Score -1848436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1848433.500000 Penalty: 4680.395020
	Iteration 31Q: 3 clusters Score -1848434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1848431.750000 Penalty: 4680.395020
	Iteration 32Q: 3 clusters Score -1848432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1848434.875000 Penalty: 4680.395020
	Iteration 33Q: 3 clusters Score -1848435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1848434.750000 Penalty: 4680.395020
	Iteration 34Q: 3 clusters Score -1848435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1848434.000000 Penalty: 4680.395020
	Iteration 35Q: 3 clusters Score -1848434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1848434.375000 Penalty: 4680.395020
	Iteration 36Q: 3 clusters Score -1848434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1848434.375000 Penalty: 4680.395020
	Iteration 37F: 3 clusters Score -1848434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Entering Unmasked Estep 
Score: -2471967.250000 Penalty: 2426.005371
	Iteration 0F: 2 clusters Score -2471967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2459404.000000 Penalty: 4852.010742
	Iteration 0F: 3 clusters Score -2459404 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2463920.500000 Penalty: 4852.010742
	Iteration 1F: 3 clusters Score -2463920 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2464575.000000 Penalty: 4852.010742
	Iteration 2F: 3 clusters Score -2464575 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2465289.750000 Penalty: 4852.010742
	Iteration 3F: 3 clusters Score -2465290 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2466162.250000 Penalty: 4852.010742
	Iteration 4F: 3 clusters Score -2466162 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2467084.000000 Penalty: 4852.010742
	Iteration 5F: 3 clusters Score -2467084 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2467940.750000 Penalty: 4852.010742
	Iteration 6F: 3 clusters Score -2467941 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2468641.500000 Penalty: 4852.010742
	Iteration 7F: 3 clusters Score -2468642 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2469106.250000 Penalty: 4852.010742
	Iteration 8Q: 3 clusters Score -2469106 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2469411.000000 Penalty: 4852.010742
	Iteration 9Q: 3 clusters Score -2469411 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -2469649.500000 Penalty: 4852.010742
	Iteration 10Q: 3 clusters Score -2469650 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2469824.000000 Penalty: 4852.010742
	Iteration 11Q: 3 clusters Score -2469824 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2469952.500000 Penalty: 4852.010742
	Iteration 12Q: 3 clusters Score -2469952 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2470073.500000 Penalty: 4852.010742
	Iteration 13Q: 3 clusters Score -2470074 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2470174.250000 Penalty: 4852.010742
	Iteration 14Q: 3 clusters Score -2470174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2470266.000000 Penalty: 4852.010742
	Iteration 15Q: 3 clusters Score -2470266 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2470347.750000 Penalty: 4852.010742
	Iteration 16Q: 3 clusters Score -2470348 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2470418.750000 Penalty: 4852.010742
	Iteration 17Q: 3 clusters Score -2470419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2470494.000000 Penalty: 4852.010742
	Iteration 18Q: 3 clusters Score -2470494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2470578.250000 Penalty: 4852.010742
	Iteration 19Q: 3 clusters Score -2470578 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2470660.250000 Penalty: 4852.010742
	Iteration 20F: 3 clusters Score -2470660 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2470736.750000 Penalty: 4852.010742
	Iteration 21Q: 3 clusters Score -2470737 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2470788.500000 Penalty: 4852.010742
	Iteration 22Q: 3 clusters Score -2470788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2470844.500000 Penalty: 4852.010742
	Iteration 23Q: 3 clusters Score -2470844 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2470879.500000 Penalty: 4852.010742
	Iteration 24Q: 3 clusters Score -2470880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2470924.750000 Penalty: 4852.010742
	Iteration 25Q: 3 clusters Score -2470925 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2470948.000000 Penalty: 4852.010742
	Iteration 26Q: 3 clusters Score -2470948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2470971.500000 Penalty: 4852.010742
	Iteration 27Q: 3 clusters Score -2470972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2470997.250000 Penalty: 4852.010742
	Iteration 28Q: 3 clusters Score -2470997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2471028.500000 Penalty: 4852.010742
	Iteration 29Q: 3 clusters Score -2471028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2471052.500000 Penalty: 4852.010742
	Iteration 30Q: 3 clusters Score -2471052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2471072.000000 Penalty: 4852.010742
	Iteration 31Q: 3 clusters Score -2471072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2471079.750000 Penalty: 4852.010742
	Iteration 32Q: 3 clusters Score -2471080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2471095.250000 Penalty: 4852.010742
	Iteration 33Q: 3 clusters Score -2471095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2471108.250000 Penalty: 4852.010742
	Iteration 34Q: 3 clusters Score -2471108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2471115.750000 Penalty: 4852.010742
	Iteration 35Q: 3 clusters Score -2471116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2471135.250000 Penalty: 4852.010742
	Iteration 36Q: 3 clusters Score -2471135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2471146.000000 Penalty: 4852.010742
	Iteration 37Q: 3 clusters Score -2471146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2471165.000000 Penalty: 4852.010742
	Iteration 38Q: 3 clusters Score -2471165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2471178.750000 Penalty: 4852.010742
	Iteration 39Q: 3 clusters Score -2471179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2471201.750000 Penalty: 4852.010742
	Iteration 40F: 3 clusters Score -2471202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2471238.500000 Penalty: 4852.010742
	Iteration 41Q: 3 clusters Score -2471238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2471284.500000 Penalty: 4852.010742
	Iteration 42Q: 3 clusters Score -2471284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2471322.000000 Penalty: 4852.010742
	Iteration 43Q: 3 clusters Score -2471322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2471345.750000 Penalty: 4852.010742
	Iteration 44Q: 3 clusters Score -2471346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2471359.000000 Penalty: 4852.010742
	Iteration 45Q: 3 clusters Score -2471359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2471380.250000 Penalty: 4852.010742
	Iteration 46Q: 3 clusters Score -2471380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2471409.500000 Penalty: 4852.010742
	Iteration 47Q: 3 clusters Score -2471410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2471481.000000 Penalty: 4852.010742
	Iteration 48Q: 3 clusters Score -2471481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2471596.750000 Penalty: 4852.010742
	Iteration 49Q: 3 clusters Score -2471597 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2471667.000000 Penalty: 4852.010742
	Iteration 50Q: 3 clusters Score -2471667 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -2471698.500000 Penalty: 4852.010742
	Iteration 51Q: 3 clusters Score -2471698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2471712.750000 Penalty: 4852.010742
	Iteration 52Q: 3 clusters Score -2471713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2471724.000000 Penalty: 4852.010742
	Iteration 53Q: 3 clusters Score -2471724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2471742.250000 Penalty: 4852.010742
	Iteration 54Q: 3 clusters Score -2471742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2471747.500000 Penalty: 4852.010742
	Iteration 55Q: 3 clusters Score -2471748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2471751.750000 Penalty: 4852.010742
	Iteration 56Q: 3 clusters Score -2471752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2471760.500000 Penalty: 4852.010742
	Iteration 57Q: 3 clusters Score -2471760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2471765.250000 Penalty: 4852.010742
	Iteration 58Q: 3 clusters Score -2471765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2471763.750000 Penalty: 4852.010742
	Iteration 59Q: 3 clusters Score -2471764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2471763.000000 Penalty: 4852.010742
	Iteration 60F: 3 clusters Score -2471763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2471763.250000 Penalty: 4852.010742
	Iteration 61Q: 3 clusters Score -2471763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2471765.500000 Penalty: 4852.010742
	Iteration 62Q: 3 clusters Score -2471766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2471768.000000 Penalty: 4852.010742
	Iteration 63Q: 3 clusters Score -2471768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2471768.000000 Penalty: 4852.010742
	Iteration 64F: 3 clusters Score -2471768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Entering Unmasked Estep 
Score: -1835441.125000 Penalty: 2336.268799
	Iteration 0F: 2 clusters Score -1835441 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 6223 members 
Entering Unmasked Estep 
Score: -1826337.875000 Penalty: 4672.537598
	Iteration 0F: 3 clusters Score -1826338 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1829102.750000 Penalty: 4672.537598
	Iteration 1F: 3 clusters Score -1829103 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1829571.250000 Penalty: 4672.537598
	Iteration 2F: 3 clusters Score -1829571 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1830019.875000 Penalty: 4672.537598
	Iteration 3F: 3 clusters Score -1830020 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1830515.125000 Penalty: 4672.537598
	Iteration 4F: 3 clusters Score -1830515 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1831046.375000 Penalty: 4672.537598
	Iteration 5F: 3 clusters Score -1831046 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1831609.250000 Penalty: 4672.537598
	Iteration 6F: 3 clusters Score -1831609 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1832287.000000 Penalty: 4672.537598
	Iteration 7F: 3 clusters Score -1832287 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1833039.750000 Penalty: 4672.537598
	Iteration 8F: 3 clusters Score -1833040 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1833695.000000 Penalty: 4672.537598
	Iteration 9F: 3 clusters Score -1833695 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1834104.500000 Penalty: 4672.537598
	Iteration 10Q: 3 clusters Score -1834104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1834318.000000 Penalty: 4672.537598
	Iteration 11Q: 3 clusters Score -1834318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1834432.625000 Penalty: 4672.537598
	Iteration 12Q: 3 clusters Score -1834433 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1834486.250000 Penalty: 4672.537598
	Iteration 13Q: 3 clusters Score -1834486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1834510.875000 Penalty: 4672.537598
	Iteration 14Q: 3 clusters Score -1834511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1834544.750000 Penalty: 4672.537598
	Iteration 15Q: 3 clusters Score -1834545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1834569.000000 Penalty: 4672.537598
	Iteration 16Q: 3 clusters Score -1834569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1834603.750000 Penalty: 4672.537598
	Iteration 17Q: 3 clusters Score -1834604 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1834647.375000 Penalty: 4672.537598
	Iteration 18Q: 3 clusters Score -1834647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1834687.250000 Penalty: 4672.537598
	Iteration 19Q: 3 clusters Score -1834687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1834713.250000 Penalty: 4672.537598
	Iteration 20F: 3 clusters Score -1834713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1834743.750000 Penalty: 4672.537598
	Iteration 21Q: 3 clusters Score -1834744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1834771.500000 Penalty: 4672.537598
	Iteration 22Q: 3 clusters Score -1834772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1834790.125000 Penalty: 4672.537598
	Iteration 23Q: 3 clusters Score -1834790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1834832.125000 Penalty: 4672.537598
	Iteration 24Q: 3 clusters Score -1834832 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1834921.500000 Penalty: 4672.537598
	Iteration 25Q: 3 clusters Score -1834922 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1835034.500000 Penalty: 4672.537598
	Iteration 26Q: 3 clusters Score -1835034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1835153.625000 Penalty: 4672.537598
	Iteration 27Q: 3 clusters Score -1835154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1835210.375000 Penalty: 4672.537598
	Iteration 28Q: 3 clusters Score -1835210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1835233.000000 Penalty: 4672.537598
	Iteration 29Q: 3 clusters Score -1835233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1835236.500000 Penalty: 4672.537598
	Iteration 30Q: 3 clusters Score -1835236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1835241.250000 Penalty: 4672.537598
	Iteration 31Q: 3 clusters Score -1835241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1835247.000000 Penalty: 4672.537598
	Iteration 32Q: 3 clusters Score -1835247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1835250.000000 Penalty: 4672.537598
	Iteration 33Q: 3 clusters Score -1835250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1835254.125000 Penalty: 4672.537598
	Iteration 34Q: 3 clusters Score -1835254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1835254.875000 Penalty: 4672.537598
	Iteration 35Q: 3 clusters Score -1835255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1835257.375000 Penalty: 4672.537598
	Iteration 36Q: 3 clusters Score -1835257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1835255.000000 Penalty: 4672.537598
	Iteration 37Q: 3 clusters Score -1835255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1835259.625000 Penalty: 4672.537598
	Iteration 38Q: 3 clusters Score -1835260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1835258.750000 Penalty: 4672.537598
	Iteration 39Q: 3 clusters Score -1835259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1835258.000000 Penalty: 4672.537598
	Iteration 40F: 3 clusters Score -1835258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1835258.125000 Penalty: 4672.537598
	Iteration 41Q: 3 clusters Score -1835258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1835261.875000 Penalty: 4672.537598
	Iteration 42Q: 3 clusters Score -1835262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1835263.375000 Penalty: 4672.537598
	Iteration 43Q: 3 clusters Score -1835263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1835258.000000 Penalty: 4672.537598
	Iteration 44Q: 3 clusters Score -1835258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1835261.750000 Penalty: 4672.537598
	Iteration 45Q: 3 clusters Score -1835262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1835264.875000 Penalty: 4672.537598
	Iteration 46Q: 3 clusters Score -1835265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1835261.875000 Penalty: 4672.537598
	Iteration 47Q: 3 clusters Score -1835262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1835257.625000 Penalty: 4672.537598
	Iteration 48Q: 3 clusters Score -1835258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1835259.000000 Penalty: 4672.537598
	Iteration 49Q: 3 clusters Score -1835259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1835259.375000 Penalty: 4672.537598
	Iteration 50Q: 3 clusters Score -1835259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1835262.000000 Penalty: 4672.537598
	Iteration 51Q: 3 clusters Score -1835262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1835262.750000 Penalty: 4672.537598
	Iteration 52Q: 3 clusters Score -1835263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1835265.250000 Penalty: 4672.537598
	Iteration 53Q: 3 clusters Score -1835265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1835265.250000 Penalty: 4672.537598
	Iteration 54F: 3 clusters Score -1835265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -190206.265625 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -190206.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -188061.421875 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -188061.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -188506.109375 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -188506.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188714.109375 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -188714.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188868.031250 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -188868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189236.250000 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -189236.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -190230.718750 Penalty: 3571.410645
	Iteration 5F: 3 clusters Score -190230.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -190680.468750 Penalty: 3571.410645
	Iteration 6F: 3 clusters Score -190680.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -190882.093750 Penalty: 3571.410645
	Iteration 7F: 3 clusters Score -190882.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -191040.953125 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -191041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -191209.421875 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -191209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -191290.171875 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -191290.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -191358.265625 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -191358.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -191400.078125 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -191400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -191429.875000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -191429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -191440.421875 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -191440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -191440.421875 Penalty: 3571.410645
	Iteration 15F: 3 clusters Score -191440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 258 members 
Entering Unmasked Estep 
Score: -115026880.000000 Penalty: 124757.281250
Splitting cluster 23 changes total score from -115025888.000000 to -115026880.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (11567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Entering Unmasked Estep 
Score: -1726433.625000 Penalty: 2320.266113
	Iteration 0F: 2 clusters Score -1726434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1717762.625000 Penalty: 4640.532227
	Iteration 0F: 3 clusters Score -1717763 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1720629.750000 Penalty: 4640.532227
	Iteration 1F: 3 clusters Score -1720630 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1721266.750000 Penalty: 4640.532227
	Iteration 2F: 3 clusters Score -1721267 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1721774.375000 Penalty: 4640.532227
	Iteration 3F: 3 clusters Score -1721774 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1722173.875000 Penalty: 4640.532227
	Iteration 4F: 3 clusters Score -1722174 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1722518.625000 Penalty: 4640.532227
	Iteration 5F: 3 clusters Score -1722519 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1722850.875000 Penalty: 4640.532227
	Iteration 6Q: 3 clusters Score -1722851 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1723183.625000 Penalty: 4640.532227
	Iteration 7Q: 3 clusters Score -1723184 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1723526.375000 Penalty: 4640.532227
	Iteration 8Q: 3 clusters Score -1723526 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1723868.500000 Penalty: 4640.532227
	Iteration 9Q: 3 clusters Score -1723868 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1724196.750000 Penalty: 4640.532227
	Iteration 10Q: 3 clusters Score -1724197 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1724472.500000 Penalty: 4640.532227
	Iteration 11Q: 3 clusters Score -1724472 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1724679.375000 Penalty: 4640.532227
	Iteration 12Q: 3 clusters Score -1724679 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1724828.250000 Penalty: 4640.532227
	Iteration 13Q: 3 clusters Score -1724828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1724928.000000 Penalty: 4640.532227
	Iteration 14Q: 3 clusters Score -1724928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1725006.875000 Penalty: 4640.532227
	Iteration 15Q: 3 clusters Score -1725007 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1725069.000000 Penalty: 4640.532227
	Iteration 16Q: 3 clusters Score -1725069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1725123.375000 Penalty: 4640.532227
	Iteration 17Q: 3 clusters Score -1725123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1725173.375000 Penalty: 4640.532227
	Iteration 18Q: 3 clusters Score -1725173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1725209.000000 Penalty: 4640.532227
	Iteration 19Q: 3 clusters Score -1725209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1725239.750000 Penalty: 4640.532227
	Iteration 20F: 3 clusters Score -1725240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1725263.500000 Penalty: 4640.532227
	Iteration 21Q: 3 clusters Score -1725264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1725289.375000 Penalty: 4640.532227
	Iteration 22Q: 3 clusters Score -1725289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1725310.750000 Penalty: 4640.532227
	Iteration 23Q: 3 clusters Score -1725311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1725322.250000 Penalty: 4640.532227
	Iteration 24Q: 3 clusters Score -1725322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1725331.625000 Penalty: 4640.532227
	Iteration 25Q: 3 clusters Score -1725332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1725344.375000 Penalty: 4640.532227
	Iteration 26Q: 3 clusters Score -1725344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1725349.125000 Penalty: 4640.532227
	Iteration 27Q: 3 clusters Score -1725349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1725362.375000 Penalty: 4640.532227
	Iteration 28Q: 3 clusters Score -1725362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1725367.250000 Penalty: 4640.532227
	Iteration 29Q: 3 clusters Score -1725367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1725374.000000 Penalty: 4640.532227
	Iteration 30Q: 3 clusters Score -1725374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1725374.250000 Penalty: 4640.532227
	Iteration 31Q: 3 clusters Score -1725374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1725375.000000 Penalty: 4640.532227
	Iteration 32Q: 3 clusters Score -1725375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1725375.000000 Penalty: 4640.532227
	Iteration 33F: 3 clusters Score -1725375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -198424.187500 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -198424.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196380.984375 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -196381 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -197193.578125 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -197193.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -197618.515625 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -197618.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -197952.734375 Penalty: 3649.347900
	Iteration 3F: 3 clusters Score -197952.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -198171.500000 Penalty: 3649.347900
	Iteration 4F: 3 clusters Score -198171.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -198319.937500 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -198319.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -198363.125000 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -198363.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -198386.734375 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -198386.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -198408.484375 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -198408.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -198420.093750 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -198420.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -198425.296875 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -198425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -198427.375000 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -198427.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -198428.593750 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -198428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -198430.625000 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -198430.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -198432.281250 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -198432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -198433.437500 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -198433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -198434.984375 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -198435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -198436.484375 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -198436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -198438.062500 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -198438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -198439.031250 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -198439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -198439.031250 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -198439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 8039 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 258 members 
Mstep: Class 38 contains 326 members 
Entering Unmasked Estep 
Score: -115025240.000000 Penalty: 128129.093750
Splitting cluster 25 changes total score from -115025888.000000 to -115025240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (31791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Entering Unmasked Estep 
Score: -4739966.500000 Penalty: 2571.000732
	Iteration 0F: 2 clusters Score -4739966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4718110.500000 Penalty: 5142.001465
	Iteration 0F: 3 clusters Score -4718110 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4726156.000000 Penalty: 5142.001465
	Iteration 1F: 3 clusters Score -4726156 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4726792.500000 Penalty: 5142.001465
	Iteration 2F: 3 clusters Score -4726792 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4727392.000000 Penalty: 5142.001465
	Iteration 3Q: 3 clusters Score -4727392 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4727988.500000 Penalty: 5142.001465
	Iteration 4Q: 3 clusters Score -4727988 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -4728673.000000 Penalty: 5142.001465
	Iteration 5Q: 3 clusters Score -4728673 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4729494.500000 Penalty: 5142.001465
	Iteration 6Q: 3 clusters Score -4729494 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4730323.000000 Penalty: 5142.001465
	Iteration 7Q: 3 clusters Score -4730323 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4731146.500000 Penalty: 5142.001465
	Iteration 8Q: 3 clusters Score -4731146 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -4732042.500000 Penalty: 5142.001465
	Iteration 9Q: 3 clusters Score -4732042 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4733046.000000 Penalty: 5142.001465
	Iteration 10Q: 3 clusters Score -4733046 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -4734102.000000 Penalty: 5142.001465
	Iteration 11Q: 3 clusters Score -4734102 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -4735131.500000 Penalty: 5142.001465
	Iteration 12Q: 3 clusters Score -4735132 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4736088.500000 Penalty: 5142.001465
	Iteration 13Q: 3 clusters Score -4736088 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4736778.500000 Penalty: 5142.001465
	Iteration 14Q: 3 clusters Score -4736778 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4737232.500000 Penalty: 5142.001465
	Iteration 15Q: 3 clusters Score -4737232 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4737514.500000 Penalty: 5142.001465
	Iteration 16Q: 3 clusters Score -4737514 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4737713.000000 Penalty: 5142.001465
	Iteration 17Q: 3 clusters Score -4737713 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4737881.000000 Penalty: 5142.001465
	Iteration 18Q: 3 clusters Score -4737881 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4737994.500000 Penalty: 5142.001465
	Iteration 19Q: 3 clusters Score -4737994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4738105.500000 Penalty: 5142.001465
	Iteration 20F: 3 clusters Score -4738106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4738197.500000 Penalty: 5142.001465
	Iteration 21Q: 3 clusters Score -4738198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4738249.500000 Penalty: 5142.001465
	Iteration 22Q: 3 clusters Score -4738250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4738284.000000 Penalty: 5142.001465
	Iteration 23Q: 3 clusters Score -4738284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4738290.500000 Penalty: 5142.001465
	Iteration 24Q: 3 clusters Score -4738290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4738319.500000 Penalty: 5142.001465
	Iteration 25Q: 3 clusters Score -4738320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4738327.500000 Penalty: 5142.001465
	Iteration 26Q: 3 clusters Score -4738328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4738329.500000 Penalty: 5142.001465
	Iteration 27Q: 3 clusters Score -4738330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4738332.500000 Penalty: 5142.001465
	Iteration 28Q: 3 clusters Score -4738332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4738331.000000 Penalty: 5142.001465
	Iteration 29Q: 3 clusters Score -4738331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4738326.000000 Penalty: 5142.001465
	Iteration 30Q: 3 clusters Score -4738326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4738325.500000 Penalty: 5142.001465
	Iteration 31Q: 3 clusters Score -4738326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4738327.500000 Penalty: 5142.001465
	Iteration 32Q: 3 clusters Score -4738328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4738330.500000 Penalty: 5142.001465
	Iteration 33Q: 3 clusters Score -4738330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4738334.000000 Penalty: 5142.001465
	Iteration 34Q: 3 clusters Score -4738334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4738337.000000 Penalty: 5142.001465
	Iteration 35Q: 3 clusters Score -4738337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4738333.000000 Penalty: 5142.001465
	Iteration 36Q: 3 clusters Score -4738333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4738336.000000 Penalty: 5142.001465
	Iteration 37Q: 3 clusters Score -4738336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4738336.000000 Penalty: 5142.001465
	Iteration 38F: 3 clusters Score -4738336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -488588.187500 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -488588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -484883.093750 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -484883.1 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -486082.625000 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -486082.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -486892.656250 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -486892.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -487605.687500 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -487605.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -488047.625000 Penalty: 4092.566650
	Iteration 4F: 3 clusters Score -488047.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -488287.750000 Penalty: 4092.566650
	Iteration 5F: 3 clusters Score -488287.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -488419.218750 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -488419.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -488477.406250 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -488477.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -488515.718750 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -488515.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -488531.406250 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -488531.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -488546.062500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -488546.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -488552.406250 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -488552.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -488555.531250 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -488555.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -488559.343750 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -488559.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -488560.937500 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -488560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -488562.093750 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -488562.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -488564.343750 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -488564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -488564.656250 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -488564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -488564.656250 Penalty: 4092.566650
	Iteration 18F: 3 clusters Score -488564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Entering Unmasked Estep 
Score: -4516888.000000 Penalty: 2558.981445
	Iteration 0F: 2 clusters Score -4516888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4496077.500000 Penalty: 5117.962891
	Iteration 0F: 3 clusters Score -4496078 nChanged 13647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4503593.000000 Penalty: 5117.962891
	Iteration 1F: 3 clusters Score -4503593 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4504029.000000 Penalty: 5117.962891
	Iteration 2Q: 3 clusters Score -4504029 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4504404.000000 Penalty: 5117.962891
	Iteration 3Q: 3 clusters Score -4504404 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4504796.500000 Penalty: 5117.962891
	Iteration 4Q: 3 clusters Score -4504796 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4505185.000000 Penalty: 5117.962891
	Iteration 5Q: 3 clusters Score -4505185 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4505810.000000 Penalty: 5117.962891
	Iteration 6Q: 3 clusters Score -4505810 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4506670.000000 Penalty: 5117.962891
	Iteration 7F: 3 clusters Score -4506670 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4507919.500000 Penalty: 5117.962891
	Iteration 8F: 3 clusters Score -4507920 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -4509547.500000 Penalty: 5117.962891
	Iteration 9F: 3 clusters Score -4509548 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -4511342.500000 Penalty: 5117.962891
	Iteration 10F: 3 clusters Score -4511342 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4512830.000000 Penalty: 5117.962891
	Iteration 11F: 3 clusters Score -4512830 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4513786.500000 Penalty: 5117.962891
	Iteration 12Q: 3 clusters Score -4513786 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4514224.000000 Penalty: 5117.962891
	Iteration 13Q: 3 clusters Score -4514224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4514426.500000 Penalty: 5117.962891
	Iteration 14Q: 3 clusters Score -4514426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4514515.000000 Penalty: 5117.962891
	Iteration 15Q: 3 clusters Score -4514515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4514572.000000 Penalty: 5117.962891
	Iteration 16Q: 3 clusters Score -4514572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4514609.500000 Penalty: 5117.962891
	Iteration 17Q: 3 clusters Score -4514610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4514624.500000 Penalty: 5117.962891
	Iteration 18Q: 3 clusters Score -4514624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4514629.000000 Penalty: 5117.962891
	Iteration 19Q: 3 clusters Score -4514629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4514636.000000 Penalty: 5117.962891
	Iteration 20F: 3 clusters Score -4514636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4514632.500000 Penalty: 5117.962891
	Iteration 21Q: 3 clusters Score -4514632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4514634.500000 Penalty: 5117.962891
	Iteration 22Q: 3 clusters Score -4514634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4514635.000000 Penalty: 5117.962891
	Iteration 23Q: 3 clusters Score -4514635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4514634.000000 Penalty: 5117.962891
	Iteration 24Q: 3 clusters Score -4514634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4514633.500000 Penalty: 5117.962891
	Iteration 25Q: 3 clusters Score -4514634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4514638.000000 Penalty: 5117.962891
	Iteration 26Q: 3 clusters Score -4514638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4514638.000000 Penalty: 5117.962891
	Iteration 27F: 3 clusters Score -4514638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -1153714.000000 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -1153714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1147341.000000 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -1147341 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1149277.000000 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -1149277 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1149844.375000 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -1149844 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1150501.125000 Penalty: 4460.061523
	Iteration 3F: 3 clusters Score -1150501 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1151325.125000 Penalty: 4460.061523
	Iteration 4F: 3 clusters Score -1151325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1152350.375000 Penalty: 4460.061523
	Iteration 5F: 3 clusters Score -1152350 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1153426.125000 Penalty: 4460.061523
	Iteration 6F: 3 clusters Score -1153426 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1153842.875000 Penalty: 4460.061523
	Iteration 7F: 3 clusters Score -1153843 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1153974.875000 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -1153975 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1154053.000000 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -1154053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1154106.625000 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -1154107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1154152.625000 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -1154153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1154193.125000 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -1154193 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1154242.375000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -1154242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1154303.875000 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -1154304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1154358.000000 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -1154358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1154402.750000 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -1154403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1154425.875000 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -1154426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1154451.750000 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -1154452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1154468.625000 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -1154469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1154483.125000 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -1154483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1154491.250000 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -1154491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1154503.625000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -1154504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1154513.875000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -1154514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1154525.375000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -1154525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1154531.125000 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -1154531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1154532.750000 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -1154533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1154538.625000 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -1154539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1154539.500000 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -1154540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1154546.875000 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -1154547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1154552.375000 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -1154552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1154557.750000 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -1154558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1154565.500000 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -1154566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1154578.750000 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -1154579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1154585.625000 Penalty: 4460.061523
	Iteration 34Q: 3 clusters Score -1154586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1154593.000000 Penalty: 4460.061523
	Iteration 35Q: 3 clusters Score -1154593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1154598.250000 Penalty: 4460.061523
	Iteration 36Q: 3 clusters Score -1154598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1154603.500000 Penalty: 4460.061523
	Iteration 37Q: 3 clusters Score -1154604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1154609.000000 Penalty: 4460.061523
	Iteration 38Q: 3 clusters Score -1154609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1154612.625000 Penalty: 4460.061523
	Iteration 39Q: 3 clusters Score -1154613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1154622.750000 Penalty: 4460.061523
	Iteration 40F: 3 clusters Score -1154623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1154629.500000 Penalty: 4460.061523
	Iteration 41Q: 3 clusters Score -1154630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1154630.625000 Penalty: 4460.061523
	Iteration 42Q: 3 clusters Score -1154631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1154639.125000 Penalty: 4460.061523
	Iteration 43Q: 3 clusters Score -1154639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1154640.750000 Penalty: 4460.061523
	Iteration 44Q: 3 clusters Score -1154641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1154645.625000 Penalty: 4460.061523
	Iteration 45Q: 3 clusters Score -1154646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1154649.750000 Penalty: 4460.061523
	Iteration 46Q: 3 clusters Score -1154650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1154655.125000 Penalty: 4460.061523
	Iteration 47Q: 3 clusters Score -1154655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1154662.750000 Penalty: 4460.061523
	Iteration 48Q: 3 clusters Score -1154663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1154667.750000 Penalty: 4460.061523
	Iteration 49Q: 3 clusters Score -1154668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1154678.625000 Penalty: 4460.061523
	Iteration 50Q: 3 clusters Score -1154679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1154691.625000 Penalty: 4460.061523
	Iteration 51Q: 3 clusters Score -1154692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1154701.125000 Penalty: 4460.061523
	Iteration 52Q: 3 clusters Score -1154701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1154710.125000 Penalty: 4460.061523
	Iteration 53Q: 3 clusters Score -1154710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1154717.125000 Penalty: 4460.061523
	Iteration 54Q: 3 clusters Score -1154717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1154725.750000 Penalty: 4460.061523
	Iteration 55Q: 3 clusters Score -1154726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1154733.625000 Penalty: 4460.061523
	Iteration 56Q: 3 clusters Score -1154734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1154739.250000 Penalty: 4460.061523
	Iteration 57Q: 3 clusters Score -1154739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1154745.875000 Penalty: 4460.061523
	Iteration 58Q: 3 clusters Score -1154746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1154753.375000 Penalty: 4460.061523
	Iteration 59Q: 3 clusters Score -1154753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1154757.250000 Penalty: 4460.061523
	Iteration 60F: 3 clusters Score -1154757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1154764.750000 Penalty: 4460.061523
	Iteration 61Q: 3 clusters Score -1154765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1154775.375000 Penalty: 4460.061523
	Iteration 62Q: 3 clusters Score -1154775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1154788.250000 Penalty: 4460.061523
	Iteration 63Q: 3 clusters Score -1154788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1154800.875000 Penalty: 4460.061523
	Iteration 64Q: 3 clusters Score -1154801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1154818.125000 Penalty: 4460.061523
	Iteration 65Q: 3 clusters Score -1154818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1154845.875000 Penalty: 4460.061523
	Iteration 66Q: 3 clusters Score -1154846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1154888.125000 Penalty: 4460.061523
	Iteration 67Q: 3 clusters Score -1154888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1154923.000000 Penalty: 4460.061523
	Iteration 68Q: 3 clusters Score -1154923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1154947.125000 Penalty: 4460.061523
	Iteration 69Q: 3 clusters Score -1154947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1154956.625000 Penalty: 4460.061523
	Iteration 70Q: 3 clusters Score -1154957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1154960.375000 Penalty: 4460.061523
	Iteration 71Q: 3 clusters Score -1154960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1154961.625000 Penalty: 4460.061523
	Iteration 72Q: 3 clusters Score -1154962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1154967.500000 Penalty: 4460.061523
	Iteration 73Q: 3 clusters Score -1154968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1154972.500000 Penalty: 4460.061523
	Iteration 74Q: 3 clusters Score -1154972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1154977.750000 Penalty: 4460.061523
	Iteration 75Q: 3 clusters Score -1154978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1154982.375000 Penalty: 4460.061523
	Iteration 76Q: 3 clusters Score -1154982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1154984.250000 Penalty: 4460.061523
	Iteration 77Q: 3 clusters Score -1154984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1154985.375000 Penalty: 4460.061523
	Iteration 78Q: 3 clusters Score -1154985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1154984.125000 Penalty: 4460.061523
	Iteration 79Q: 3 clusters Score -1154984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1154984.125000 Penalty: 4460.061523
	Iteration 80F: 3 clusters Score -1154984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 21535 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 258 members 
Mstep: Class 38 contains 6560 members 
Entering Unmasked Estep 
Score: -115027288.000000 Penalty: 128129.093750
Splitting cluster 29 changes total score from -115025888.000000 to -115027288.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 30 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -3201646.750000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -3201647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -3186489.250000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -3186489 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3191907.500000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -3191908 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3192336.000000 Penalty: 4948.807617
	Iteration 2F: 3 clusters Score -3192336 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3192734.500000 Penalty: 4948.807617
	Iteration 3Q: 3 clusters Score -3192734 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -3193163.000000 Penalty: 4948.807617
	Iteration 4Q: 3 clusters Score -3193163 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3193758.500000 Penalty: 4948.807617
	Iteration 5Q: 3 clusters Score -3193758 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3194574.750000 Penalty: 4948.807617
	Iteration 6F: 3 clusters Score -3194575 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3195525.750000 Penalty: 4948.807617
	Iteration 7F: 3 clusters Score -3195526 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3196397.750000 Penalty: 4948.807617
	Iteration 8F: 3 clusters Score -3196398 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -3197050.000000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -3197050 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3197531.250000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -3197531 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3197918.750000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -3197919 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3198289.500000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -3198290 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3198729.000000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -3198729 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3199241.250000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -3199241 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3199862.000000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -3199862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3200382.750000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -3200383 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3200716.750000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -3200717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3200900.500000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -3200900 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3201016.000000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -3201016 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3201129.250000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -3201129 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3201223.750000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -3201224 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3201351.500000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -3201352 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3201492.750000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -3201493 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3201685.000000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -3201685 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3201934.500000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -3201934 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3202293.750000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -3202294 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3202715.000000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -3202715 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3203177.500000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -3203178 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3203563.750000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -3203564 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -3203978.750000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -3203979 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3204291.000000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -3204291 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3204560.000000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -3204560 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3204682.000000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -3204682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -3204759.000000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -3204759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3204780.750000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -3204781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3204778.000000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -3204778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3204789.000000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -3204789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3204798.750000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -3204799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3204799.250000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -3204799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3204830.750000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -3204831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -3204844.500000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -3204844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -3204845.500000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -3204846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3204851.000000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -3204851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3204850.750000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -3204851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -3204848.000000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -3204848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -3204854.250000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -3204854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3204849.750000 Penalty: 4948.807617
	Iteration 47Q: 3 clusters Score -3204850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -3204844.000000 Penalty: 4948.807617
	Iteration 48Q: 3 clusters Score -3204844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3204844.500000 Penalty: 4948.807617
	Iteration 49Q: 3 clusters Score -3204844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3204845.500000 Penalty: 4948.807617
	Iteration 50Q: 3 clusters Score -3204846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3204847.500000 Penalty: 4948.807617
	Iteration 51Q: 3 clusters Score -3204848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -3204848.000000 Penalty: 4948.807617
	Iteration 52Q: 3 clusters Score -3204848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3204848.250000 Penalty: 4948.807617
	Iteration 53Q: 3 clusters Score -3204848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3204848.500000 Penalty: 4948.807617
	Iteration 54Q: 3 clusters Score -3204848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3204849.500000 Penalty: 4948.807617
	Iteration 55Q: 3 clusters Score -3204850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3204848.500000 Penalty: 4948.807617
	Iteration 56Q: 3 clusters Score -3204848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3204849.500000 Penalty: 4948.807617
	Iteration 57Q: 3 clusters Score -3204850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3204849.000000 Penalty: 4948.807617
	Iteration 58Q: 3 clusters Score -3204849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3204849.000000 Penalty: 4948.807617
	Iteration 59F: 3 clusters Score -3204849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 11789 members 
Mstep: Class 31 contains 1104 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 258 members 
Mstep: Class 38 contains 6560 members 
Mstep: Class 39 contains 9746 members 
Entering Unmasked Estep 
Score: -115029584.000000 Penalty: 131500.921875
Splitting cluster 30 changes total score from -115025888.000000 to -115029584.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 31 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -121932.054688 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -121932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120207.914062 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -120207.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121087.484375 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -121087.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -121378.000000 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -121378 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -121837.593750 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -121837.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -122208.554688 Penalty: 3475.320801
	Iteration 4F: 3 clusters Score -122208.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -122582.648438 Penalty: 3475.320801
	Iteration 5F: 3 clusters Score -122582.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122842.484375 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -122842.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -122982.562500 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -122982.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -123112.078125 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -123112.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -123154.617188 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -123154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -123185.304688 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -123185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123196.484375 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -123196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -123214.968750 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -123215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -123246.281250 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -123246.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -123429.234375 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -123429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -123638.375000 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -123638.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -123690.390625 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -123690.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -123738.921875 Penalty: 3475.320801
	Iteration 17Q: 3 clusters Score -123738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123771.968750 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -123772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -123771.968750 Penalty: 3475.320801
	Iteration 19F: 3 clusters Score -123772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 11789 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 620 members 
Mstep: Class 37 contains 258 members 
Mstep: Class 38 contains 6560 members 
Mstep: Class 39 contains 9746 members 
Mstep: Class 40 contains 879 members 
Entering Unmasked Estep 
Score: -115029872.000000 Penalty: 134872.734375
Splitting cluster 31 changes total score from -115025888.000000 to -115029872.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 32 (43991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Entering Unmasked Estep 
Score: -6555053.500000 Penalty: 2651.551514
	Iteration 0F: 2 clusters Score -6555054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -6525382.000000 Penalty: 5303.103027
	Iteration 0F: 3 clusters Score -6525382 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -6536687.500000 Penalty: 5303.103027
	Iteration 1F: 3 clusters Score -6536688 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -6537724.500000 Penalty: 5303.103027
	Iteration 2F: 3 clusters Score -6537724 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -6539381.000000 Penalty: 5303.103027
	Iteration 3F: 3 clusters Score -6539381 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -6541551.500000 Penalty: 5303.103027
	Iteration 4F: 3 clusters Score -6541552 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -6543631.000000 Penalty: 5303.103027
	Iteration 5F: 3 clusters Score -6543631 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -6545212.500000 Penalty: 5303.103027
	Iteration 6F: 3 clusters Score -6545212 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6546338.500000 Penalty: 5303.103027
	Iteration 7F: 3 clusters Score -6546338 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6547138.500000 Penalty: 5303.103027
	Iteration 8Q: 3 clusters Score -6547138 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -6547636.500000 Penalty: 5303.103027
	Iteration 9Q: 3 clusters Score -6547636 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -6547997.000000 Penalty: 5303.103027
	Iteration 10Q: 3 clusters Score -6547997 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6548259.500000 Penalty: 5303.103027
	Iteration 11Q: 3 clusters Score -6548260 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6548483.000000 Penalty: 5303.103027
	Iteration 12Q: 3 clusters Score -6548483 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -6548706.500000 Penalty: 5303.103027
	Iteration 13Q: 3 clusters Score -6548706 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -6548914.000000 Penalty: 5303.103027
	Iteration 14Q: 3 clusters Score -6548914 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -6549186.500000 Penalty: 5303.103027
	Iteration 15Q: 3 clusters Score -6549186 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6549382.500000 Penalty: 5303.103027
	Iteration 16Q: 3 clusters Score -6549382 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -6549604.000000 Penalty: 5303.103027
	Iteration 17Q: 3 clusters Score -6549604 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -6549860.500000 Penalty: 5303.103027
	Iteration 18Q: 3 clusters Score -6549860 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -6550183.000000 Penalty: 5303.103027
	Iteration 19Q: 3 clusters Score -6550183 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -6550484.000000 Penalty: 5303.103027
	Iteration 20F: 3 clusters Score -6550484 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -6550830.000000 Penalty: 5303.103027
	Iteration 21Q: 3 clusters Score -6550830 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -6551215.000000 Penalty: 5303.103027
	Iteration 22Q: 3 clusters Score -6551215 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -6551527.000000 Penalty: 5303.103027
	Iteration 23Q: 3 clusters Score -6551527 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -6551795.500000 Penalty: 5303.103027
	Iteration 24Q: 3 clusters Score -6551796 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6552049.500000 Penalty: 5303.103027
	Iteration 25Q: 3 clusters Score -6552050 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -6552195.000000 Penalty: 5303.103027
	Iteration 26Q: 3 clusters Score -6552195 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -6552338.000000 Penalty: 5303.103027
	Iteration 27Q: 3 clusters Score -6552338 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -6552426.500000 Penalty: 5303.103027
	Iteration 28Q: 3 clusters Score -6552426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -6552515.000000 Penalty: 5303.103027
	Iteration 29Q: 3 clusters Score -6552515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -6552566.000000 Penalty: 5303.103027
	Iteration 30Q: 3 clusters Score -6552566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -6552631.500000 Penalty: 5303.103027
	Iteration 31Q: 3 clusters Score -6552632 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -6552666.000000 Penalty: 5303.103027
	Iteration 32Q: 3 clusters Score -6552666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -6552706.000000 Penalty: 5303.103027
	Iteration 33Q: 3 clusters Score -6552706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -6552762.500000 Penalty: 5303.103027
	Iteration 34Q: 3 clusters Score -6552762 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -6552790.500000 Penalty: 5303.103027
	Iteration 35Q: 3 clusters Score -6552790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -6552822.500000 Penalty: 5303.103027
	Iteration 36Q: 3 clusters Score -6552822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -6552839.000000 Penalty: 5303.103027
	Iteration 37Q: 3 clusters Score -6552839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -6552860.000000 Penalty: 5303.103027
	Iteration 38Q: 3 clusters Score -6552860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6552866.000000 Penalty: 5303.103027
	Iteration 39Q: 3 clusters Score -6552866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6552888.500000 Penalty: 5303.103027
	Iteration 40F: 3 clusters Score -6552888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -6552901.500000 Penalty: 5303.103027
	Iteration 41Q: 3 clusters Score -6552902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -6552905.000000 Penalty: 5303.103027
	Iteration 42Q: 3 clusters Score -6552905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -6552909.500000 Penalty: 5303.103027
	Iteration 43Q: 3 clusters Score -6552910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6552918.500000 Penalty: 5303.103027
	Iteration 44Q: 3 clusters Score -6552918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -6552935.000000 Penalty: 5303.103027
	Iteration 45Q: 3 clusters Score -6552935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -6552934.500000 Penalty: 5303.103027
	Iteration 46Q: 3 clusters Score -6552934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6552940.500000 Penalty: 5303.103027
	Iteration 47Q: 3 clusters Score -6552940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -6552945.500000 Penalty: 5303.103027
	Iteration 48Q: 3 clusters Score -6552946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -6552950.000000 Penalty: 5303.103027
	Iteration 49Q: 3 clusters Score -6552950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -6552952.500000 Penalty: 5303.103027
	Iteration 50Q: 3 clusters Score -6552952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6552954.000000 Penalty: 5303.103027
	Iteration 51Q: 3 clusters Score -6552954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6552955.000000 Penalty: 5303.103027
	Iteration 52Q: 3 clusters Score -6552955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -6552955.000000 Penalty: 5303.103027
	Iteration 53F: 3 clusters Score -6552955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Entering Unmasked Estep 
Score: -1783921.250000 Penalty: 2343.342773
	Iteration 0F: 2 clusters Score -1783921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1774459.375000 Penalty: 4686.685547
	Iteration 0F: 3 clusters Score -1774459 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1777532.125000 Penalty: 4686.685547
	Iteration 1F: 3 clusters Score -1777532 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1778149.000000 Penalty: 4686.685547
	Iteration 2F: 3 clusters Score -1778149 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1778771.375000 Penalty: 4686.685547
	Iteration 3F: 3 clusters Score -1778771 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1779386.125000 Penalty: 4686.685547
	Iteration 4F: 3 clusters Score -1779386 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1779939.000000 Penalty: 4686.685547
	Iteration 5F: 3 clusters Score -1779939 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1780481.875000 Penalty: 4686.685547
	Iteration 6F: 3 clusters Score -1780482 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1780901.000000 Penalty: 4686.685547
	Iteration 7Q: 3 clusters Score -1780901 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1781258.375000 Penalty: 4686.685547
	Iteration 8Q: 3 clusters Score -1781258 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1781537.000000 Penalty: 4686.685547
	Iteration 9Q: 3 clusters Score -1781537 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1781708.125000 Penalty: 4686.685547
	Iteration 10Q: 3 clusters Score -1781708 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1781833.125000 Penalty: 4686.685547
	Iteration 11Q: 3 clusters Score -1781833 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1781939.500000 Penalty: 4686.685547
	Iteration 12Q: 3 clusters Score -1781940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1782033.750000 Penalty: 4686.685547
	Iteration 13Q: 3 clusters Score -1782034 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1782095.500000 Penalty: 4686.685547
	Iteration 14Q: 3 clusters Score -1782096 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1782139.000000 Penalty: 4686.685547
	Iteration 15Q: 3 clusters Score -1782139 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1782166.750000 Penalty: 4686.685547
	Iteration 16Q: 3 clusters Score -1782167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1782195.375000 Penalty: 4686.685547
	Iteration 17Q: 3 clusters Score -1782195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1782211.875000 Penalty: 4686.685547
	Iteration 18Q: 3 clusters Score -1782212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1782228.625000 Penalty: 4686.685547
	Iteration 19Q: 3 clusters Score -1782229 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1782240.250000 Penalty: 4686.685547
	Iteration 20F: 3 clusters Score -1782240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1782252.500000 Penalty: 4686.685547
	Iteration 21Q: 3 clusters Score -1782252 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1782277.000000 Penalty: 4686.685547
	Iteration 22Q: 3 clusters Score -1782277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1782291.500000 Penalty: 4686.685547
	Iteration 23Q: 3 clusters Score -1782292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1782307.125000 Penalty: 4686.685547
	Iteration 24Q: 3 clusters Score -1782307 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1782324.375000 Penalty: 4686.685547
	Iteration 25Q: 3 clusters Score -1782324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1782340.000000 Penalty: 4686.685547
	Iteration 26Q: 3 clusters Score -1782340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1782357.875000 Penalty: 4686.685547
	Iteration 27Q: 3 clusters Score -1782358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1782376.000000 Penalty: 4686.685547
	Iteration 28Q: 3 clusters Score -1782376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1782383.625000 Penalty: 4686.685547
	Iteration 29Q: 3 clusters Score -1782384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1782395.750000 Penalty: 4686.685547
	Iteration 30Q: 3 clusters Score -1782396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1782404.750000 Penalty: 4686.685547
	Iteration 31Q: 3 clusters Score -1782405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1782414.375000 Penalty: 4686.685547
	Iteration 32Q: 3 clusters Score -1782414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1782417.000000 Penalty: 4686.685547
	Iteration 33Q: 3 clusters Score -1782417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1782421.625000 Penalty: 4686.685547
	Iteration 34Q: 3 clusters Score -1782422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1782429.000000 Penalty: 4686.685547
	Iteration 35Q: 3 clusters Score -1782429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1782432.000000 Penalty: 4686.685547
	Iteration 36Q: 3 clusters Score -1782432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1782442.375000 Penalty: 4686.685547
	Iteration 37Q: 3 clusters Score -1782442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1782449.125000 Penalty: 4686.685547
	Iteration 38Q: 3 clusters Score -1782449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1782460.375000 Penalty: 4686.685547
	Iteration 39Q: 3 clusters Score -1782460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1782466.000000 Penalty: 4686.685547
	Iteration 40F: 3 clusters Score -1782466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1782466.375000 Penalty: 4686.685547
	Iteration 41Q: 3 clusters Score -1782466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1782477.125000 Penalty: 4686.685547
	Iteration 42Q: 3 clusters Score -1782477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1782481.375000 Penalty: 4686.685547
	Iteration 43Q: 3 clusters Score -1782481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1782494.625000 Penalty: 4686.685547
	Iteration 44Q: 3 clusters Score -1782495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1782495.750000 Penalty: 4686.685547
	Iteration 45Q: 3 clusters Score -1782496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1782501.750000 Penalty: 4686.685547
	Iteration 46Q: 3 clusters Score -1782502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1782506.625000 Penalty: 4686.685547
	Iteration 47Q: 3 clusters Score -1782507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1782512.125000 Penalty: 4686.685547
	Iteration 48Q: 3 clusters Score -1782512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1782517.625000 Penalty: 4686.685547
	Iteration 49Q: 3 clusters Score -1782518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1782519.125000 Penalty: 4686.685547
	Iteration 50Q: 3 clusters Score -1782519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1782526.750000 Penalty: 4686.685547
	Iteration 51Q: 3 clusters Score -1782527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1782531.875000 Penalty: 4686.685547
	Iteration 52Q: 3 clusters Score -1782532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1782529.625000 Penalty: 4686.685547
	Iteration 53Q: 3 clusters Score -1782530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1782530.750000 Penalty: 4686.685547
	Iteration 54Q: 3 clusters Score -1782531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1782529.750000 Penalty: 4686.685547
	Iteration 55Q: 3 clusters Score -1782530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1782533.875000 Penalty: 4686.685547
	Iteration 56Q: 3 clusters Score -1782534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1782536.125000 Penalty: 4686.685547
	Iteration 57Q: 3 clusters Score -1782536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1782534.250000 Penalty: 4686.685547
	Iteration 58Q: 3 clusters Score -1782534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1782534.375000 Penalty: 4686.685547
	Iteration 59Q: 3 clusters Score -1782534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1782533.875000 Penalty: 4686.685547
	Iteration 60F: 3 clusters Score -1782534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1782533.625000 Penalty: 4686.685547
	Iteration 61Q: 3 clusters Score -1782534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1782533.375000 Penalty: 4686.685547
	Iteration 62Q: 3 clusters Score -1782533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1782535.500000 Penalty: 4686.685547
	Iteration 63Q: 3 clusters Score -1782536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1782538.750000 Penalty: 4686.685547
	Iteration 64Q: 3 clusters Score -1782539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1782540.375000 Penalty: 4686.685547
	Iteration 65Q: 3 clusters Score -1782540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1782539.875000 Penalty: 4686.685547
	Iteration 66Q: 3 clusters Score -1782540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1782538.625000 Penalty: 4686.685547
	Iteration 67Q: 3 clusters Score -1782539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1782538.750000 Penalty: 4686.685547
	Iteration 68Q: 3 clusters Score -1782539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1782538.125000 Penalty: 4686.685547
	Iteration 69Q: 3 clusters Score -1782538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1782538.625000 Penalty: 4686.685547
	Iteration 70Q: 3 clusters Score -1782539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1782538.000000 Penalty: 4686.685547
	Iteration 71Q: 3 clusters Score -1782538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1782538.000000 Penalty: 4686.685547
	Iteration 72F: 3 clusters Score -1782538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Entering Unmasked Estep 
Score: -2667303.000000 Penalty: 2449.251465
	Iteration 0F: 2 clusters Score -2667303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2653631.750000 Penalty: 4898.502930
	Iteration 0F: 3 clusters Score -2653632 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2658802.500000 Penalty: 4898.502930
	Iteration 1F: 3 clusters Score -2658802 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2660244.250000 Penalty: 4898.502930
	Iteration 2F: 3 clusters Score -2660244 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2662139.000000 Penalty: 4898.502930
	Iteration 3F: 3 clusters Score -2662139 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -2663934.500000 Penalty: 4898.502930
	Iteration 4F: 3 clusters Score -2663934 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2665185.750000 Penalty: 4898.502930
	Iteration 5F: 3 clusters Score -2665186 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2665968.750000 Penalty: 4898.502930
	Iteration 6F: 3 clusters Score -2665969 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2666437.250000 Penalty: 4898.502930
	Iteration 7Q: 3 clusters Score -2666437 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2666764.250000 Penalty: 4898.502930
	Iteration 8Q: 3 clusters Score -2666764 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -2666966.250000 Penalty: 4898.502930
	Iteration 9Q: 3 clusters Score -2666966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2667067.750000 Penalty: 4898.502930
	Iteration 10Q: 3 clusters Score -2667068 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2667132.500000 Penalty: 4898.502930
	Iteration 11Q: 3 clusters Score -2667132 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2667188.500000 Penalty: 4898.502930
	Iteration 12Q: 3 clusters Score -2667188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2667206.000000 Penalty: 4898.502930
	Iteration 13Q: 3 clusters Score -2667206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2667245.000000 Penalty: 4898.502930
	Iteration 14Q: 3 clusters Score -2667245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2667255.500000 Penalty: 4898.502930
	Iteration 15Q: 3 clusters Score -2667256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2667260.750000 Penalty: 4898.502930
	Iteration 16Q: 3 clusters Score -2667261 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2667260.000000 Penalty: 4898.502930
	Iteration 17Q: 3 clusters Score -2667260 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2667274.500000 Penalty: 4898.502930
	Iteration 18Q: 3 clusters Score -2667274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2667282.250000 Penalty: 4898.502930
	Iteration 19Q: 3 clusters Score -2667282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2667289.500000 Penalty: 4898.502930
	Iteration 20F: 3 clusters Score -2667290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2667299.500000 Penalty: 4898.502930
	Iteration 21Q: 3 clusters Score -2667300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2667298.500000 Penalty: 4898.502930
	Iteration 22Q: 3 clusters Score -2667298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2667303.750000 Penalty: 4898.502930
	Iteration 23Q: 3 clusters Score -2667304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2667297.250000 Penalty: 4898.502930
	Iteration 24Q: 3 clusters Score -2667297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2667299.500000 Penalty: 4898.502930
	Iteration 25Q: 3 clusters Score -2667300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2667296.250000 Penalty: 4898.502930
	Iteration 26Q: 3 clusters Score -2667296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2667302.500000 Penalty: 4898.502930
	Iteration 27Q: 3 clusters Score -2667302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2667303.750000 Penalty: 4898.502930
	Iteration 28Q: 3 clusters Score -2667304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2667305.500000 Penalty: 4898.502930
	Iteration 29Q: 3 clusters Score -2667306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2667304.250000 Penalty: 4898.502930
	Iteration 30Q: 3 clusters Score -2667304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2667302.750000 Penalty: 4898.502930
	Iteration 31Q: 3 clusters Score -2667303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2667300.500000 Penalty: 4898.502930
	Iteration 32Q: 3 clusters Score -2667300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2667300.500000 Penalty: 4898.502930
	Iteration 33F: 3 clusters Score -2667300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 107197 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 69105 members 
Mstep: Class 5 contains 61405 members 
Mstep: Class 6 contains 307 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2220 members 
Mstep: Class 9 contains 13557 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7301 members 
Mstep: Class 12 contains 99706 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 14717 members 
Mstep: Class 15 contains 17260 members 
Mstep: Class 16 contains 2044 members 
Mstep: Class 17 contains 17827 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79706 members 
Mstep: Class 20 contains 12535 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1082 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1568 members 
Mstep: Class 26 contains 31791 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 30287 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 11789 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 43991 members 
Mstep: Class 33 contains 12695 members 
Mstep: Class 34 contains 19458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 1650.835449 but Gain 3371.812500
Score: -115033472.000000 Penalty: 131500.921875
Iteration 79Q: 40 clusters Score -1.150335e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 107194 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 69214 members 
Mstep: Class 5 contains 61401 members 
Mstep: Class 6 contains 276 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 13561 members 
Mstep: Class 10 contains 29866 members 
Mstep: Class 11 contains 7355 members 
Mstep: Class 12 contains 99739 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 14787 members 
Mstep: Class 15 contains 17262 members 
Mstep: Class 16 contains 2065 members 
Mstep: Class 17 contains 17817 members 
Mstep: Class 18 contains 9814 members 
Mstep: Class 19 contains 79669 members 
Mstep: Class 20 contains 12472 members 
Mstep: Class 21 contains 17731 members 
Mstep: Class 22 contains 12339 members 
Mstep: Class 23 contains 1330 members 
Mstep: Class 24 contains 11398 members 
Mstep: Class 25 contains 1569 members 
Mstep: Class 26 contains 31786 members 
Mstep: Class 27 contains 3830 members 
Mstep: Class 28 contains 30449 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 12046 members 
Mstep: Class 31 contains 229 members 
Mstep: Class 32 contains 43670 members 
Mstep: Class 33 contains 12688 members 
Mstep: Class 34 contains 19405 members 
Mstep: Class 35 contains 2126 members 
Mstep: Class 36 contains 609 members 
Mstep: Class 38 contains 6490 members 
Mstep: Class 39 contains 9494 members 
Mstep: Class 40 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035448.000000 Penalty: 131500.921875
Iteration 80F: 40 clusters Score -1.150354e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 107179 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 69117 members 
Mstep: Class 5 contains 61390 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 13570 members 
Mstep: Class 10 contains 29863 members 
Mstep: Class 11 contains 7363 members 
Mstep: Class 12 contains 99582 members 
Mstep: Class 13 contains 6423 members 
Mstep: Class 14 contains 14799 members 
Mstep: Class 15 contains 17263 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 17 contains 17817 members 
Mstep: Class 18 contains 9820 members 
Mstep: Class 19 contains 79665 members 
Mstep: Class 20 contains 12412 members 
Mstep: Class 21 contains 17746 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1456 members 
Mstep: Class 24 contains 11282 members 
Mstep: Class 25 contains 1529 members 
Mstep: Class 26 contains 31778 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 30577 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 12243 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 43412 members 
Mstep: Class 33 contains 12670 members 
Mstep: Class 34 contains 19396 members 
Mstep: Class 35 contains 2192 members 
Mstep: Class 36 contains 604 members 
Mstep: Class 38 contains 6496 members 
Mstep: Class 39 contains 9669 members 
Mstep: Class 40 contains 934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036264.000000 Penalty: 131500.921875
Iteration 81Q: 40 clusters Score -1.150363e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 107152 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 69066 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 259 members 
Mstep: Class 7 contains 13921 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 13578 members 
Mstep: Class 10 contains 29862 members 
Mstep: Class 11 contains 7372 members 
Mstep: Class 12 contains 99449 members 
Mstep: Class 13 contains 6418 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 17261 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 17830 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 19 contains 79685 members 
Mstep: Class 20 contains 12399 members 
Mstep: Class 21 contains 17771 members 
Mstep: Class 22 contains 12338 members 
Mstep: Class 23 contains 1534 members 
Mstep: Class 24 contains 11198 members 
Mstep: Class 25 contains 1502 members 
Mstep: Class 26 contains 31769 members 
Mstep: Class 27 contains 3839 members 
Mstep: Class 28 contains 30679 members 
Mstep: Class 29 contains 1584 members 
Mstep: Class 30 contains 12382 members 
Mstep: Class 31 contains 228 members 
Mstep: Class 32 contains 43215 members 
Mstep: Class 33 contains 12658 members 
Mstep: Class 34 contains 19400 members 
Mstep: Class 35 contains 2214 members 
Mstep: Class 36 contains 606 members 
Mstep: Class 38 contains 6497 members 
Mstep: Class 39 contains 9746 members 
Mstep: Class 40 contains 953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036736.000000 Penalty: 131500.921875
Iteration 82Q: 40 clusters Score -1.150367e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 107141 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 69023 members 
Mstep: Class 5 contains 61360 members 
Mstep: Class 6 contains 259 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 13590 members 
Mstep: Class 10 contains 29858 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 99364 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17268 members 
Mstep: Class 16 contains 2045 members 
Mstep: Class 17 contains 17850 members 
Mstep: Class 18 contains 9839 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 12377 members 
Mstep: Class 21 contains 17795 members 
Mstep: Class 22 contains 12336 members 
Mstep: Class 23 contains 1587 members 
Mstep: Class 24 contains 11126 members 
Mstep: Class 25 contains 1487 members 
Mstep: Class 26 contains 31760 members 
Mstep: Class 27 contains 3840 members 
Mstep: Class 28 contains 30754 members 
Mstep: Class 29 contains 1592 members 
Mstep: Class 30 contains 12514 members 
Mstep: Class 31 contains 218 members 
Mstep: Class 32 contains 43046 members 
Mstep: Class 33 contains 12639 members 
Mstep: Class 34 contains 19410 members 
Mstep: Class 35 contains 2228 members 
Mstep: Class 36 contains 611 members 
Mstep: Class 38 contains 6496 members 
Mstep: Class 39 contains 9779 members 
Mstep: Class 40 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036632.000000 Penalty: 131500.921875
Iteration 83Q: 40 clusters Score -1.150366e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 107127 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 68998 members 
Mstep: Class 5 contains 61336 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13928 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 13602 members 
Mstep: Class 10 contains 29854 members 
Mstep: Class 11 contains 7385 members 
Mstep: Class 12 contains 99302 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14831 members 
Mstep: Class 15 contains 17278 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17862 members 
Mstep: Class 18 contains 9847 members 
Mstep: Class 19 contains 79732 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 17809 members 
Mstep: Class 22 contains 12336 members 
Mstep: Class 23 contains 1617 members 
Mstep: Class 24 contains 11076 members 
Mstep: Class 25 contains 1476 members 
Mstep: Class 26 contains 31751 members 
Mstep: Class 27 contains 3841 members 
Mstep: Class 28 contains 30808 members 
Mstep: Class 29 contains 1595 members 
Mstep: Class 30 contains 12643 members 
Mstep: Class 31 contains 213 members 
Mstep: Class 32 contains 42901 members 
Mstep: Class 33 contains 12633 members 
Mstep: Class 34 contains 19430 members 
Mstep: Class 35 contains 2239 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6494 members 
Mstep: Class 39 contains 9799 members 
Mstep: Class 40 contains 970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037040.000000 Penalty: 131500.921875
Iteration 84Q: 40 clusters Score -1.15037e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 107114 members 
Mstep: Class 3 contains 7709 members 
Mstep: Class 4 contains 68961 members 
Mstep: Class 5 contains 61308 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13928 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 13608 members 
Mstep: Class 10 contains 29844 members 
Mstep: Class 11 contains 7388 members 
Mstep: Class 12 contains 99253 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 17283 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17873 members 
Mstep: Class 18 contains 9859 members 
Mstep: Class 19 contains 79752 members 
Mstep: Class 20 contains 12344 members 
Mstep: Class 21 contains 17842 members 
Mstep: Class 22 contains 12337 members 
Mstep: Class 23 contains 1639 members 
Mstep: Class 24 contains 11042 members 
Mstep: Class 25 contains 1465 members 
Mstep: Class 26 contains 31746 members 
Mstep: Class 27 contains 3846 members 
Mstep: Class 28 contains 30852 members 
Mstep: Class 29 contains 1596 members 
Mstep: Class 30 contains 12754 members 
Mstep: Class 31 contains 210 members 
Mstep: Class 32 contains 42783 members 
Mstep: Class 33 contains 12616 members 
Mstep: Class 34 contains 19455 members 
Mstep: Class 35 contains 2252 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6494 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037232.000000 Penalty: 131500.921875
Iteration 85Q: 40 clusters Score -1.150372e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 107102 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 68929 members 
Mstep: Class 5 contains 61297 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 13612 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 7392 members 
Mstep: Class 12 contains 99209 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 17305 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17892 members 
Mstep: Class 18 contains 9864 members 
Mstep: Class 19 contains 79776 members 
Mstep: Class 20 contains 12328 members 
Mstep: Class 21 contains 17848 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1650 members 
Mstep: Class 24 contains 11028 members 
Mstep: Class 25 contains 1449 members 
Mstep: Class 26 contains 31742 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 30896 members 
Mstep: Class 29 contains 1595 members 
Mstep: Class 30 contains 12849 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42673 members 
Mstep: Class 33 contains 12599 members 
Mstep: Class 34 contains 19478 members 
Mstep: Class 35 contains 2262 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6496 members 
Mstep: Class 39 contains 9825 members 
Mstep: Class 40 contains 978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037440.000000 Penalty: 131500.921875
Iteration 86Q: 40 clusters Score -1.150374e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 107085 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 68902 members 
Mstep: Class 5 contains 61284 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13929 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 13623 members 
Mstep: Class 10 contains 29841 members 
Mstep: Class 11 contains 7396 members 
Mstep: Class 12 contains 99172 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 15 contains 17319 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17905 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 79784 members 
Mstep: Class 20 contains 12322 members 
Mstep: Class 21 contains 17865 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1662 members 
Mstep: Class 24 contains 11019 members 
Mstep: Class 25 contains 1439 members 
Mstep: Class 26 contains 31736 members 
Mstep: Class 27 contains 3851 members 
Mstep: Class 28 contains 30924 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 12929 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42581 members 
Mstep: Class 33 contains 12579 members 
Mstep: Class 34 contains 19498 members 
Mstep: Class 35 contains 2265 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6497 members 
Mstep: Class 39 contains 9841 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037480.000000 Penalty: 131500.921875
Iteration 87Q: 40 clusters Score -1.150375e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 107069 members 
Mstep: Class 3 contains 7704 members 
Mstep: Class 4 contains 68882 members 
Mstep: Class 5 contains 61273 members 
Mstep: Class 6 contains 259 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 13631 members 
Mstep: Class 10 contains 29841 members 
Mstep: Class 11 contains 7401 members 
Mstep: Class 12 contains 99140 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 17331 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17916 members 
Mstep: Class 18 contains 9873 members 
Mstep: Class 19 contains 79796 members 
Mstep: Class 20 contains 12310 members 
Mstep: Class 21 contains 17884 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1668 members 
Mstep: Class 24 contains 11020 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 31725 members 
Mstep: Class 27 contains 3854 members 
Mstep: Class 28 contains 30941 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13015 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42504 members 
Mstep: Class 33 contains 12558 members 
Mstep: Class 34 contains 19506 members 
Mstep: Class 35 contains 2268 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6497 members 
Mstep: Class 39 contains 9848 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037408.000000 Penalty: 131500.921875
Iteration 88Q: 40 clusters Score -1.150374e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 107048 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 68873 members 
Mstep: Class 5 contains 61263 members 
Mstep: Class 6 contains 260 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 13635 members 
Mstep: Class 10 contains 29843 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 99118 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 17338 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17934 members 
Mstep: Class 18 contains 9878 members 
Mstep: Class 19 contains 79797 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1672 members 
Mstep: Class 24 contains 11015 members 
Mstep: Class 25 contains 1417 members 
Mstep: Class 26 contains 31718 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 30962 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13068 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42429 members 
Mstep: Class 33 contains 12535 members 
Mstep: Class 34 contains 19535 members 
Mstep: Class 35 contains 2273 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6497 members 
Mstep: Class 39 contains 9849 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037456.000000 Penalty: 131500.921875
Iteration 89Q: 40 clusters Score -1.150375e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 107028 members 
Mstep: Class 3 contains 7703 members 
Mstep: Class 4 contains 68868 members 
Mstep: Class 5 contains 61249 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13926 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 7409 members 
Mstep: Class 12 contains 99098 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 17346 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17942 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 79798 members 
Mstep: Class 20 contains 12293 members 
Mstep: Class 21 contains 17928 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1678 members 
Mstep: Class 24 contains 11010 members 
Mstep: Class 25 contains 1410 members 
Mstep: Class 26 contains 31714 members 
Mstep: Class 27 contains 3860 members 
Mstep: Class 28 contains 30990 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13128 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42366 members 
Mstep: Class 33 contains 12511 members 
Mstep: Class 34 contains 19552 members 
Mstep: Class 35 contains 2276 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6498 members 
Mstep: Class 39 contains 9849 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037440.000000 Penalty: 131500.921875
Iteration 90Q: 40 clusters Score -1.150374e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 107018 members 
Mstep: Class 3 contains 7702 members 
Mstep: Class 4 contains 68864 members 
Mstep: Class 5 contains 61236 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13923 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 13643 members 
Mstep: Class 10 contains 29842 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 12 contains 99079 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 17354 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17960 members 
Mstep: Class 18 contains 9893 members 
Mstep: Class 19 contains 79803 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 17943 members 
Mstep: Class 22 contains 12333 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 11005 members 
Mstep: Class 25 contains 1402 members 
Mstep: Class 26 contains 31704 members 
Mstep: Class 27 contains 3861 members 
Mstep: Class 28 contains 31011 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13187 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42300 members 
Mstep: Class 33 contains 12496 members 
Mstep: Class 34 contains 19558 members 
Mstep: Class 35 contains 2278 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6498 members 
Mstep: Class 39 contains 9849 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037408.000000 Penalty: 131500.921875
Iteration 91Q: 40 clusters Score -1.150374e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 107008 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 68862 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13924 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 13648 members 
Mstep: Class 10 contains 29839 members 
Mstep: Class 11 contains 7412 members 
Mstep: Class 12 contains 99052 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 17366 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17978 members 
Mstep: Class 18 contains 9897 members 
Mstep: Class 19 contains 79814 members 
Mstep: Class 20 contains 12281 members 
Mstep: Class 21 contains 17958 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1685 members 
Mstep: Class 24 contains 10995 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 31695 members 
Mstep: Class 27 contains 3859 members 
Mstep: Class 28 contains 31031 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13257 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42232 members 
Mstep: Class 33 contains 12486 members 
Mstep: Class 34 contains 19561 members 
Mstep: Class 35 contains 2281 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9850 members 
Mstep: Class 40 contains 979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037296.000000 Penalty: 131500.921875
Iteration 92Q: 40 clusters Score -1.150373e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 107006 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 68865 members 
Mstep: Class 5 contains 61215 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13928 members 
Mstep: Class 8 contains 2721 members 
Mstep: Class 9 contains 13653 members 
Mstep: Class 10 contains 29836 members 
Mstep: Class 11 contains 7413 members 
Mstep: Class 12 contains 99022 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14810 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 17998 members 
Mstep: Class 18 contains 9898 members 
Mstep: Class 19 contains 79824 members 
Mstep: Class 20 contains 12275 members 
Mstep: Class 21 contains 17977 members 
Mstep: Class 22 contains 12334 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 31689 members 
Mstep: Class 27 contains 3863 members 
Mstep: Class 28 contains 31040 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13324 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42168 members 
Mstep: Class 33 contains 12476 members 
Mstep: Class 34 contains 19568 members 
Mstep: Class 35 contains 2283 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9851 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037200.000000 Penalty: 131500.921875
Iteration 93Q: 40 clusters Score -1.150372e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 106998 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 68865 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13927 members 
Mstep: Class 8 contains 2735 members 
Mstep: Class 9 contains 13658 members 
Mstep: Class 10 contains 29832 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 98986 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 17 contains 18014 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 79831 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 17997 members 
Mstep: Class 22 contains 12333 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 10974 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 31681 members 
Mstep: Class 27 contains 3866 members 
Mstep: Class 28 contains 31056 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13384 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42109 members 
Mstep: Class 33 contains 12471 members 
Mstep: Class 34 contains 19564 members 
Mstep: Class 35 contains 2282 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9851 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037264.000000 Penalty: 131500.921875
Iteration 94Q: 40 clusters Score -1.150373e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 106987 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 68877 members 
Mstep: Class 5 contains 61202 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 2744 members 
Mstep: Class 9 contains 13660 members 
Mstep: Class 10 contains 29826 members 
Mstep: Class 11 contains 7416 members 
Mstep: Class 12 contains 98953 members 
Mstep: Class 13 contains 6412 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18035 members 
Mstep: Class 18 contains 9900 members 
Mstep: Class 19 contains 79833 members 
Mstep: Class 20 contains 12268 members 
Mstep: Class 21 contains 18011 members 
Mstep: Class 22 contains 12332 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 31678 members 
Mstep: Class 27 contains 3866 members 
Mstep: Class 28 contains 31063 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13450 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 42049 members 
Mstep: Class 33 contains 12464 members 
Mstep: Class 34 contains 19566 members 
Mstep: Class 35 contains 2284 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037216.000000 Penalty: 131500.921875
Iteration 95Q: 40 clusters Score -1.150372e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 106977 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 68879 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13922 members 
Mstep: Class 8 contains 2758 members 
Mstep: Class 9 contains 13662 members 
Mstep: Class 10 contains 29820 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 98938 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18062 members 
Mstep: Class 18 contains 9903 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 12264 members 
Mstep: Class 21 contains 18028 members 
Mstep: Class 22 contains 12332 members 
Mstep: Class 23 contains 1694 members 
Mstep: Class 24 contains 10960 members 
Mstep: Class 25 contains 1356 members 
Mstep: Class 26 contains 31674 members 
Mstep: Class 27 contains 3866 members 
Mstep: Class 28 contains 31064 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13507 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 41994 members 
Mstep: Class 33 contains 12454 members 
Mstep: Class 34 contains 19568 members 
Mstep: Class 35 contains 2288 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037304.000000 Penalty: 131500.921875
Iteration 96Q: 40 clusters Score -1.150373e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 106976 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 68879 members 
Mstep: Class 5 contains 61193 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13920 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 13665 members 
Mstep: Class 10 contains 29813 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 98929 members 
Mstep: Class 13 contains 6411 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18070 members 
Mstep: Class 18 contains 9908 members 
Mstep: Class 19 contains 79838 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 18044 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 10954 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 31669 members 
Mstep: Class 27 contains 3870 members 
Mstep: Class 28 contains 31068 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13542 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 41963 members 
Mstep: Class 33 contains 12441 members 
Mstep: Class 34 contains 19571 members 
Mstep: Class 35 contains 2291 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037416.000000 Penalty: 131500.921875
Iteration 97Q: 40 clusters Score -1.150374e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 106973 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 68886 members 
Mstep: Class 5 contains 61188 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13917 members 
Mstep: Class 8 contains 2784 members 
Mstep: Class 9 contains 13665 members 
Mstep: Class 10 contains 29811 members 
Mstep: Class 11 contains 7418 members 
Mstep: Class 12 contains 98916 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14822 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18077 members 
Mstep: Class 18 contains 9910 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 21 contains 18053 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 10953 members 
Mstep: Class 25 contains 1339 members 
Mstep: Class 26 contains 31664 members 
Mstep: Class 27 contains 3871 members 
Mstep: Class 28 contains 31068 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13567 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 41939 members 
Mstep: Class 33 contains 12437 members 
Mstep: Class 34 contains 19574 members 
Mstep: Class 35 contains 2291 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037224.000000 Penalty: 131500.921875
Iteration 98Q: 40 clusters Score -1.150372e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 106966 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 68886 members 
Mstep: Class 5 contains 61181 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13915 members 
Mstep: Class 8 contains 2794 members 
Mstep: Class 9 contains 13667 members 
Mstep: Class 10 contains 29809 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 12 contains 98905 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 17373 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18086 members 
Mstep: Class 18 contains 9914 members 
Mstep: Class 19 contains 79839 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 18064 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 31660 members 
Mstep: Class 27 contains 3871 members 
Mstep: Class 28 contains 31073 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 41913 members 
Mstep: Class 33 contains 12431 members 
Mstep: Class 34 contains 19574 members 
Mstep: Class 35 contains 2293 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9851 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037240.000000 Penalty: 131500.921875
Iteration 99Q: 40 clusters Score -1.150372e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 106964 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 68888 members 
Mstep: Class 5 contains 61178 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 13673 members 
Mstep: Class 10 contains 29808 members 
Mstep: Class 11 contains 7422 members 
Mstep: Class 12 contains 98893 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 17372 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18092 members 
Mstep: Class 18 contains 9915 members 
Mstep: Class 19 contains 79839 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 18071 members 
Mstep: Class 22 contains 12331 members 
Mstep: Class 23 contains 1696 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 31653 members 
Mstep: Class 27 contains 3872 members 
Mstep: Class 28 contains 31078 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13630 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 41891 members 
Mstep: Class 33 contains 12422 members 
Mstep: Class 34 contains 19573 members 
Mstep: Class 35 contains 2293 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9851 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037432.000000 Penalty: 131500.921875
Iteration 100F: 40 clusters Score -1.150374e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 106960 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 68889 members 
Mstep: Class 5 contains 61165 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 13679 members 
Mstep: Class 10 contains 29804 members 
Mstep: Class 11 contains 7427 members 
Mstep: Class 12 contains 98883 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 17369 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18102 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 18080 members 
Mstep: Class 22 contains 12330 members 
Mstep: Class 23 contains 1697 members 
Mstep: Class 24 contains 10948 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 31648 members 
Mstep: Class 27 contains 3873 members 
Mstep: Class 28 contains 31086 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13648 members 
Mstep: Class 31 contains 213 members 
Mstep: Class 32 contains 41872 members 
Mstep: Class 33 contains 12419 members 
Mstep: Class 34 contains 19570 members 
Mstep: Class 35 contains 2302 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037424.000000 Penalty: 131500.921875
Iteration 101Q: 40 clusters Score -1.150374e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 106959 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 68887 members 
Mstep: Class 5 contains 61154 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 13685 members 
Mstep: Class 10 contains 29804 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 98877 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 17368 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18110 members 
Mstep: Class 18 contains 9924 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 12245 members 
Mstep: Class 21 contains 18091 members 
Mstep: Class 22 contains 12329 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1305 members 
Mstep: Class 26 contains 31641 members 
Mstep: Class 27 contains 3875 members 
Mstep: Class 28 contains 31092 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13658 members 
Mstep: Class 31 contains 208 members 
Mstep: Class 32 contains 41857 members 
Mstep: Class 33 contains 12415 members 
Mstep: Class 34 contains 19577 members 
Mstep: Class 35 contains 2307 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037344.000000 Penalty: 131500.921875
Iteration 102Q: 40 clusters Score -1.150373e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 106955 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 68878 members 
Mstep: Class 5 contains 61148 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 2830 members 
Mstep: Class 9 contains 13689 members 
Mstep: Class 10 contains 29803 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 98872 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 17364 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18113 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 18103 members 
Mstep: Class 22 contains 12329 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1296 members 
Mstep: Class 26 contains 31636 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 31099 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13674 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41842 members 
Mstep: Class 33 contains 12408 members 
Mstep: Class 34 contains 19583 members 
Mstep: Class 35 contains 2313 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037304.000000 Penalty: 131500.921875
Iteration 103Q: 40 clusters Score -1.150373e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 106947 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 68872 members 
Mstep: Class 5 contains 61145 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13911 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 10 contains 29803 members 
Mstep: Class 11 contains 7439 members 
Mstep: Class 12 contains 98868 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18121 members 
Mstep: Class 18 contains 9926 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 18113 members 
Mstep: Class 22 contains 12329 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 31632 members 
Mstep: Class 27 contains 3880 members 
Mstep: Class 28 contains 31108 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13691 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41823 members 
Mstep: Class 33 contains 12402 members 
Mstep: Class 34 contains 19591 members 
Mstep: Class 35 contains 2315 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037432.000000 Penalty: 131500.921875
Iteration 104Q: 40 clusters Score -1.150374e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 106940 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 68871 members 
Mstep: Class 5 contains 61132 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13912 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 13693 members 
Mstep: Class 10 contains 29803 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 98866 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 17361 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18132 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79834 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 18129 members 
Mstep: Class 22 contains 12328 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1283 members 
Mstep: Class 26 contains 31629 members 
Mstep: Class 27 contains 3883 members 
Mstep: Class 28 contains 31113 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13704 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41805 members 
Mstep: Class 33 contains 12397 members 
Mstep: Class 34 contains 19595 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 612 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037416.000000 Penalty: 131500.921875
Iteration 105Q: 40 clusters Score -1.150374e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 106932 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68866 members 
Mstep: Class 5 contains 61125 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13909 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 13695 members 
Mstep: Class 10 contains 29805 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 98863 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 17367 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18137 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79832 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 18147 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1278 members 
Mstep: Class 26 contains 31625 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 31119 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13719 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41789 members 
Mstep: Class 33 contains 12396 members 
Mstep: Class 34 contains 19595 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037432.000000 Penalty: 131500.921875
Iteration 106Q: 40 clusters Score -1.150374e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 106923 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68856 members 
Mstep: Class 5 contains 61113 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13906 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 13698 members 
Mstep: Class 10 contains 29804 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 98861 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 17370 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18148 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79832 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 18175 members 
Mstep: Class 22 contains 12326 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 1274 members 
Mstep: Class 26 contains 31620 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 31123 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13734 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41775 members 
Mstep: Class 33 contains 12386 members 
Mstep: Class 34 contains 19602 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037440.000000 Penalty: 131500.921875
Iteration 107Q: 40 clusters Score -1.150374e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 106909 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68853 members 
Mstep: Class 5 contains 61111 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13905 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 13702 members 
Mstep: Class 10 contains 29801 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 98855 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 17377 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18152 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79831 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 18193 members 
Mstep: Class 22 contains 12326 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1272 members 
Mstep: Class 26 contains 31612 members 
Mstep: Class 27 contains 3890 members 
Mstep: Class 28 contains 31130 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13743 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41767 members 
Mstep: Class 33 contains 12376 members 
Mstep: Class 34 contains 19607 members 
Mstep: Class 35 contains 2317 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037424.000000 Penalty: 131500.921875
Iteration 108Q: 40 clusters Score -1.150374e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 106905 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68862 members 
Mstep: Class 5 contains 61101 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13904 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 13707 members 
Mstep: Class 10 contains 29794 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 98848 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 17377 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18156 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79832 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 18211 members 
Mstep: Class 22 contains 12324 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1271 members 
Mstep: Class 26 contains 31610 members 
Mstep: Class 27 contains 3891 members 
Mstep: Class 28 contains 31137 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13750 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41760 members 
Mstep: Class 33 contains 12367 members 
Mstep: Class 34 contains 19611 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037384.000000 Penalty: 131500.921875
Iteration 109Q: 40 clusters Score -1.150374e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 106901 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68876 members 
Mstep: Class 5 contains 61097 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 10 contains 29790 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 98845 members 
Mstep: Class 13 contains 6408 members 
Mstep: Class 14 contains 14819 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18160 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 79834 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 18215 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 31606 members 
Mstep: Class 27 contains 3891 members 
Mstep: Class 28 contains 31141 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13758 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41751 members 
Mstep: Class 33 contains 12359 members 
Mstep: Class 34 contains 19619 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037320.000000 Penalty: 131500.921875
Iteration 110Q: 40 clusters Score -1.150373e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 106893 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 68890 members 
Mstep: Class 5 contains 61088 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 10 contains 29790 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 98833 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14820 members 
Mstep: Class 15 contains 17371 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18161 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 79834 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 18228 members 
Mstep: Class 22 contains 12326 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 31603 members 
Mstep: Class 27 contains 3889 members 
Mstep: Class 28 contains 31146 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13763 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41742 members 
Mstep: Class 33 contains 12354 members 
Mstep: Class 34 contains 19627 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037368.000000 Penalty: 131500.921875
Iteration 111Q: 40 clusters Score -1.150374e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 106891 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 68895 members 
Mstep: Class 5 contains 61083 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 13711 members 
Mstep: Class 10 contains 29786 members 
Mstep: Class 11 contains 7447 members 
Mstep: Class 12 contains 98827 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14823 members 
Mstep: Class 15 contains 17373 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18164 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 79835 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 18230 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 31601 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 31152 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13769 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41735 members 
Mstep: Class 33 contains 12343 members 
Mstep: Class 34 contains 19633 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037312.000000 Penalty: 131500.921875
Iteration 112Q: 40 clusters Score -1.150373e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 106884 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 68897 members 
Mstep: Class 5 contains 61077 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 13716 members 
Mstep: Class 10 contains 29782 members 
Mstep: Class 11 contains 7446 members 
Mstep: Class 12 contains 98824 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18167 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 18242 members 
Mstep: Class 22 contains 12328 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1269 members 
Mstep: Class 26 contains 31598 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 31155 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13779 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41728 members 
Mstep: Class 33 contains 12333 members 
Mstep: Class 34 contains 19640 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037352.000000 Penalty: 131500.921875
Iteration 113Q: 40 clusters Score -1.150374e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 106882 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 68902 members 
Mstep: Class 5 contains 61067 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 13720 members 
Mstep: Class 10 contains 29777 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 98822 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 17373 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18175 members 
Mstep: Class 18 contains 9935 members 
Mstep: Class 19 contains 79838 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 18251 members 
Mstep: Class 22 contains 12327 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1265 members 
Mstep: Class 26 contains 31595 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31160 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13788 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41720 members 
Mstep: Class 33 contains 12323 members 
Mstep: Class 34 contains 19647 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037424.000000 Penalty: 131500.921875
Iteration 114Q: 40 clusters Score -1.150374e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 106878 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 68902 members 
Mstep: Class 5 contains 61062 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 29776 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 98821 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 17374 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18179 members 
Mstep: Class 18 contains 9938 members 
Mstep: Class 19 contains 79840 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 18260 members 
Mstep: Class 22 contains 12326 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1263 members 
Mstep: Class 26 contains 31588 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31160 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13797 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41713 members 
Mstep: Class 33 contains 12314 members 
Mstep: Class 34 contains 19655 members 
Mstep: Class 35 contains 2320 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9852 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037416.000000 Penalty: 131500.921875
Iteration 115Q: 40 clusters Score -1.150374e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 106876 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 68898 members 
Mstep: Class 5 contains 61058 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 29772 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 98820 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14828 members 
Mstep: Class 15 contains 17377 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18186 members 
Mstep: Class 18 contains 9940 members 
Mstep: Class 19 contains 79840 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 18268 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 31585 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31164 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13802 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41704 members 
Mstep: Class 33 contains 12303 members 
Mstep: Class 34 contains 19661 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037368.000000 Penalty: 131500.921875
Iteration 116Q: 40 clusters Score -1.150374e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 106877 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61045 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13903 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 29770 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 98817 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14829 members 
Mstep: Class 15 contains 17379 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18196 members 
Mstep: Class 18 contains 9943 members 
Mstep: Class 19 contains 79839 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 18275 members 
Mstep: Class 22 contains 12323 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1262 members 
Mstep: Class 26 contains 31580 members 
Mstep: Class 27 contains 3885 members 
Mstep: Class 28 contains 31167 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13807 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41697 members 
Mstep: Class 33 contains 12299 members 
Mstep: Class 34 contains 19664 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 614 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037272.000000 Penalty: 131500.921875
Iteration 117Q: 40 clusters Score -1.150373e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 106875 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 68894 members 
Mstep: Class 5 contains 61034 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 29771 members 
Mstep: Class 11 contains 7443 members 
Mstep: Class 12 contains 98814 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14832 members 
Mstep: Class 15 contains 17383 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18204 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18285 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1261 members 
Mstep: Class 26 contains 31577 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31169 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13815 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41690 members 
Mstep: Class 33 contains 12294 members 
Mstep: Class 34 contains 19664 members 
Mstep: Class 35 contains 2319 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037296.000000 Penalty: 131500.921875
Iteration 118Q: 40 clusters Score -1.150373e+08 nChanged 92
Entering ConstructFrom: 
Score: -115037296.000000 Penalty: 131500.921875
Entering ConstructFrom: 
Trying to split cluster 1 (9919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Entering Unmasked Estep 
Score: -1391545.000000 Penalty: 2282.147461
	Iteration 0F: 2 clusters Score -1391545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1383959.500000 Penalty: 4564.294922
	Iteration 0F: 3 clusters Score -1383960 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1386389.500000 Penalty: 4564.294922
	Iteration 1F: 3 clusters Score -1386390 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1386857.875000 Penalty: 4564.294922
	Iteration 2F: 3 clusters Score -1386858 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1387396.250000 Penalty: 4564.294922
	Iteration 3F: 3 clusters Score -1387396 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1388041.625000 Penalty: 4564.294922
	Iteration 4F: 3 clusters Score -1388042 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1388603.375000 Penalty: 4564.294922
	Iteration 5F: 3 clusters Score -1388603 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1388993.750000 Penalty: 4564.294922
	Iteration 6F: 3 clusters Score -1388994 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1389253.000000 Penalty: 4564.294922
	Iteration 7Q: 3 clusters Score -1389253 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1389428.875000 Penalty: 4564.294922
	Iteration 8Q: 3 clusters Score -1389429 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1389549.250000 Penalty: 4564.294922
	Iteration 9Q: 3 clusters Score -1389549 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1389625.750000 Penalty: 4564.294922
	Iteration 10Q: 3 clusters Score -1389626 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1389692.500000 Penalty: 4564.294922
	Iteration 11Q: 3 clusters Score -1389692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1389738.250000 Penalty: 4564.294922
	Iteration 12Q: 3 clusters Score -1389738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1389776.875000 Penalty: 4564.294922
	Iteration 13Q: 3 clusters Score -1389777 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1389806.125000 Penalty: 4564.294922
	Iteration 14Q: 3 clusters Score -1389806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1389829.500000 Penalty: 4564.294922
	Iteration 15Q: 3 clusters Score -1389830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1389839.125000 Penalty: 4564.294922
	Iteration 16Q: 3 clusters Score -1389839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1389848.000000 Penalty: 4564.294922
	Iteration 17Q: 3 clusters Score -1389848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1389855.875000 Penalty: 4564.294922
	Iteration 18Q: 3 clusters Score -1389856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1389868.125000 Penalty: 4564.294922
	Iteration 19Q: 3 clusters Score -1389868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1389874.250000 Penalty: 4564.294922
	Iteration 20F: 3 clusters Score -1389874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1389877.375000 Penalty: 4564.294922
	Iteration 21Q: 3 clusters Score -1389877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1389878.500000 Penalty: 4564.294922
	Iteration 22Q: 3 clusters Score -1389878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1389880.375000 Penalty: 4564.294922
	Iteration 23Q: 3 clusters Score -1389880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1389883.625000 Penalty: 4564.294922
	Iteration 24Q: 3 clusters Score -1389884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1389885.250000 Penalty: 4564.294922
	Iteration 25Q: 3 clusters Score -1389885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1389887.375000 Penalty: 4564.294922
	Iteration 26Q: 3 clusters Score -1389887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1389885.875000 Penalty: 4564.294922
	Iteration 27Q: 3 clusters Score -1389886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1389885.000000 Penalty: 4564.294922
	Iteration 28Q: 3 clusters Score -1389885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1389885.125000 Penalty: 4564.294922
	Iteration 29Q: 3 clusters Score -1389885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1389885.125000 Penalty: 4564.294922
	Iteration 30F: 3 clusters Score -1389885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Entering Unmasked Estep 
Score: -15793224.000000 Penalty: 2871.664795
	Iteration 0F: 2 clusters Score -1.579322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -15722327.000000 Penalty: 5743.329590
	Iteration 0F: 3 clusters Score -1.572233e+07 nChanged 50575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -15752393.000000 Penalty: 5743.329590
	Iteration 1F: 3 clusters Score -1.575239e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -15754423.000000 Penalty: 5743.329590
	Iteration 2Q: 3 clusters Score -1.575442e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -15757150.000000 Penalty: 5743.329590
	Iteration 3F: 3 clusters Score -1.575715e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -15760855.000000 Penalty: 5743.329590
	Iteration 4F: 3 clusters Score -1.576086e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -15765211.000000 Penalty: 5743.329590
	Iteration 5F: 3 clusters Score -1.576521e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -15769053.000000 Penalty: 5743.329590
	Iteration 6F: 3 clusters Score -1.576905e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -15771869.000000 Penalty: 5743.329590
	Iteration 7F: 3 clusters Score -1.577187e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -15773936.000000 Penalty: 5743.329590
	Iteration 8Q: 3 clusters Score -1.577394e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -15775744.000000 Penalty: 5743.329590
	Iteration 9Q: 3 clusters Score -1.577574e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -15777450.000000 Penalty: 5743.329590
	Iteration 10Q: 3 clusters Score -1.577745e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79763 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -15779400.000000 Penalty: 5743.329590
	Iteration 11Q: 3 clusters Score -1.57794e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -15781426.000000 Penalty: 5743.329590
	Iteration 12Q: 3 clusters Score -1.578143e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -15783114.000000 Penalty: 5743.329590
	Iteration 13Q: 3 clusters Score -1.578311e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -15784268.000000 Penalty: 5743.329590
	Iteration 14Q: 3 clusters Score -1.578427e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -15784910.000000 Penalty: 5743.329590
	Iteration 15Q: 3 clusters Score -1.578491e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -15785491.000000 Penalty: 5743.329590
	Iteration 16Q: 3 clusters Score -1.578549e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -15785902.000000 Penalty: 5743.329590
	Iteration 17Q: 3 clusters Score -1.57859e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89682 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -15786228.000000 Penalty: 5743.329590
	Iteration 18Q: 3 clusters Score -1.578623e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -15786575.000000 Penalty: 5743.329590
	Iteration 19Q: 3 clusters Score -1.578658e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91975 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -15786908.000000 Penalty: 5743.329590
	Iteration 20F: 3 clusters Score -1.578691e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -15787217.000000 Penalty: 5743.329590
	Iteration 21Q: 3 clusters Score -1.578722e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94127 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -15787514.000000 Penalty: 5743.329590
	Iteration 22Q: 3 clusters Score -1.578751e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -15787843.000000 Penalty: 5743.329590
	Iteration 23Q: 3 clusters Score -1.578784e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -15788120.000000 Penalty: 5743.329590
	Iteration 24Q: 3 clusters Score -1.578812e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -15788407.000000 Penalty: 5743.329590
	Iteration 25Q: 3 clusters Score -1.578841e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97839 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -15788686.000000 Penalty: 5743.329590
	Iteration 26Q: 3 clusters Score -1.578869e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -15788955.000000 Penalty: 5743.329590
	Iteration 27Q: 3 clusters Score -1.578896e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -15789143.000000 Penalty: 5743.329590
	Iteration 28Q: 3 clusters Score -1.578914e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -15789388.000000 Penalty: 5743.329590
	Iteration 29Q: 3 clusters Score -1.578939e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -15789554.000000 Penalty: 5743.329590
	Iteration 30Q: 3 clusters Score -1.578955e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -15789744.000000 Penalty: 5743.329590
	Iteration 31Q: 3 clusters Score -1.578974e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101738 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -15789977.000000 Penalty: 5743.329590
	Iteration 32Q: 3 clusters Score -1.578998e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -15790097.000000 Penalty: 5743.329590
	Iteration 33Q: 3 clusters Score -1.57901e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -15790241.000000 Penalty: 5743.329590
	Iteration 34Q: 3 clusters Score -1.579024e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103015 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -15790395.000000 Penalty: 5743.329590
	Iteration 35Q: 3 clusters Score -1.57904e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103385 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -15790565.000000 Penalty: 5743.329590
	Iteration 36Q: 3 clusters Score -1.579056e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -15790698.000000 Penalty: 5743.329590
	Iteration 37Q: 3 clusters Score -1.57907e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -15790784.000000 Penalty: 5743.329590
	Iteration 38Q: 3 clusters Score -1.579078e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -15790807.000000 Penalty: 5743.329590
	Iteration 39Q: 3 clusters Score -1.579081e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -15790909.000000 Penalty: 5743.329590
	Iteration 40F: 3 clusters Score -1.579091e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -15790950.000000 Penalty: 5743.329590
	Iteration 41Q: 3 clusters Score -1.579095e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -15790994.000000 Penalty: 5743.329590
	Iteration 42Q: 3 clusters Score -1.579099e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104688 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -15791027.000000 Penalty: 5743.329590
	Iteration 43Q: 3 clusters Score -1.579103e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -15791043.000000 Penalty: 5743.329590
	Iteration 44Q: 3 clusters Score -1.579104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104876 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -15791030.000000 Penalty: 5743.329590
	Iteration 45Q: 3 clusters Score -1.579103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -15791048.000000 Penalty: 5743.329590
	Iteration 46Q: 3 clusters Score -1.579105e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105020 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -15791066.000000 Penalty: 5743.329590
	Iteration 47Q: 3 clusters Score -1.579107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105069 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -15791096.000000 Penalty: 5743.329590
	Iteration 48Q: 3 clusters Score -1.57911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -15791104.000000 Penalty: 5743.329590
	Iteration 49Q: 3 clusters Score -1.57911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105149 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -15791112.000000 Penalty: 5743.329590
	Iteration 50Q: 3 clusters Score -1.579111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -15791127.000000 Penalty: 5743.329590
	Iteration 51Q: 3 clusters Score -1.579113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -15791120.000000 Penalty: 5743.329590
	Iteration 52Q: 3 clusters Score -1.579112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105211 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -15791112.000000 Penalty: 5743.329590
	Iteration 53Q: 3 clusters Score -1.579111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -15791126.000000 Penalty: 5743.329590
	Iteration 54Q: 3 clusters Score -1.579113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15791116.000000 Penalty: 5743.329590
	Iteration 55Q: 3 clusters Score -1.579112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105259 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -15791126.000000 Penalty: 5743.329590
	Iteration 56Q: 3 clusters Score -1.579113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -15791132.000000 Penalty: 5743.329590
	Iteration 57Q: 3 clusters Score -1.579113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15791148.000000 Penalty: 5743.329590
	Iteration 58Q: 3 clusters Score -1.579115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -15791157.000000 Penalty: 5743.329590
	Iteration 59Q: 3 clusters Score -1.579116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105342 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -15791173.000000 Penalty: 5743.329590
	Iteration 60F: 3 clusters Score -1.579117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -15791153.000000 Penalty: 5743.329590
	Iteration 61Q: 3 clusters Score -1.579115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105376 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15791170.000000 Penalty: 5743.329590
	Iteration 62Q: 3 clusters Score -1.579117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -15791182.000000 Penalty: 5743.329590
	Iteration 63Q: 3 clusters Score -1.579118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105402 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15791186.000000 Penalty: 5743.329590
	Iteration 64Q: 3 clusters Score -1.579119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105416 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15791175.000000 Penalty: 5743.329590
	Iteration 65Q: 3 clusters Score -1.579118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -15791177.000000 Penalty: 5743.329590
	Iteration 66Q: 3 clusters Score -1.579118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105437 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -15791191.000000 Penalty: 5743.329590
	Iteration 67Q: 3 clusters Score -1.579119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105450 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -15791188.000000 Penalty: 5743.329590
	Iteration 68Q: 3 clusters Score -1.579119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -15791189.000000 Penalty: 5743.329590
	Iteration 69Q: 3 clusters Score -1.579119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105469 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -15791200.000000 Penalty: 5743.329590
	Iteration 70Q: 3 clusters Score -1.57912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -15791197.000000 Penalty: 5743.329590
	Iteration 71Q: 3 clusters Score -1.57912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15791217.000000 Penalty: 5743.329590
	Iteration 72Q: 3 clusters Score -1.579122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15791223.000000 Penalty: 5743.329590
	Iteration 73Q: 3 clusters Score -1.579122e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -15791235.000000 Penalty: 5743.329590
	Iteration 74Q: 3 clusters Score -1.579124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -15791250.000000 Penalty: 5743.329590
	Iteration 75Q: 3 clusters Score -1.579125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -15791257.000000 Penalty: 5743.329590
	Iteration 76Q: 3 clusters Score -1.579126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105575 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -15791278.000000 Penalty: 5743.329590
	Iteration 77Q: 3 clusters Score -1.579128e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -15791307.000000 Penalty: 5743.329590
	Iteration 78Q: 3 clusters Score -1.579131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -15791297.000000 Penalty: 5743.329590
	Iteration 79Q: 3 clusters Score -1.57913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105607 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -15791318.000000 Penalty: 5743.329590
	Iteration 80F: 3 clusters Score -1.579132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -15791318.000000 Penalty: 5743.329590
	Iteration 81Q: 3 clusters Score -1.579132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105626 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -15791315.000000 Penalty: 5743.329590
	Iteration 82Q: 3 clusters Score -1.579132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -15791334.000000 Penalty: 5743.329590
	Iteration 83Q: 3 clusters Score -1.579133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -15791331.000000 Penalty: 5743.329590
	Iteration 84Q: 3 clusters Score -1.579133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -15791323.000000 Penalty: 5743.329590
	Iteration 85Q: 3 clusters Score -1.579132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -15791323.000000 Penalty: 5743.329590
	Iteration 86Q: 3 clusters Score -1.579132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -15791318.000000 Penalty: 5743.329590
	Iteration 87Q: 3 clusters Score -1.579132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -15791322.000000 Penalty: 5743.329590
	Iteration 88Q: 3 clusters Score -1.579132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105677 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -15791324.000000 Penalty: 5743.329590
	Iteration 89Q: 3 clusters Score -1.579132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105679 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -15791306.000000 Penalty: 5743.329590
	Iteration 90Q: 3 clusters Score -1.579131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105683 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -15791330.000000 Penalty: 5743.329590
	Iteration 91Q: 3 clusters Score -1.579133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105691 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -15791322.000000 Penalty: 5743.329590
	Iteration 92Q: 3 clusters Score -1.579132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15791330.000000 Penalty: 5743.329590
	Iteration 93Q: 3 clusters Score -1.579133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -15791323.000000 Penalty: 5743.329590
	Iteration 94Q: 3 clusters Score -1.579132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15791323.000000 Penalty: 5743.329590
	Iteration 95Q: 3 clusters Score -1.579132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -15791323.000000 Penalty: 5743.329590
	Iteration 96F: 3 clusters Score -1.579132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Entering Unmasked Estep 
Score: -1106070.875000 Penalty: 2219.345947
	Iteration 0F: 2 clusters Score -1106071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1099877.875000 Penalty: 4438.691895
	Iteration 0F: 3 clusters Score -1099878 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1101662.750000 Penalty: 4438.691895
	Iteration 1F: 3 clusters Score -1101663 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1102006.750000 Penalty: 4438.691895
	Iteration 2F: 3 clusters Score -1102007 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1102294.750000 Penalty: 4438.691895
	Iteration 3F: 3 clusters Score -1102295 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1102626.875000 Penalty: 4438.691895
	Iteration 4F: 3 clusters Score -1102627 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1103061.000000 Penalty: 4438.691895
	Iteration 5F: 3 clusters Score -1103061 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1103658.875000 Penalty: 4438.691895
	Iteration 6F: 3 clusters Score -1103659 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1104506.500000 Penalty: 4438.691895
	Iteration 7F: 3 clusters Score -1104506 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1105268.500000 Penalty: 4438.691895
	Iteration 8F: 3 clusters Score -1105268 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1105837.500000 Penalty: 4438.691895
	Iteration 9F: 3 clusters Score -1105838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1106167.250000 Penalty: 4438.691895
	Iteration 10Q: 3 clusters Score -1106167 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1106332.875000 Penalty: 4438.691895
	Iteration 11Q: 3 clusters Score -1106333 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1106435.500000 Penalty: 4438.691895
	Iteration 12Q: 3 clusters Score -1106436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1106467.625000 Penalty: 4438.691895
	Iteration 13Q: 3 clusters Score -1106468 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1106478.750000 Penalty: 4438.691895
	Iteration 14Q: 3 clusters Score -1106479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1106483.625000 Penalty: 4438.691895
	Iteration 15Q: 3 clusters Score -1106484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1106487.625000 Penalty: 4438.691895
	Iteration 16Q: 3 clusters Score -1106488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1106488.500000 Penalty: 4438.691895
	Iteration 17Q: 3 clusters Score -1106488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1106491.625000 Penalty: 4438.691895
	Iteration 18Q: 3 clusters Score -1106492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1106494.000000 Penalty: 4438.691895
	Iteration 19Q: 3 clusters Score -1106494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1106493.750000 Penalty: 4438.691895
	Iteration 20F: 3 clusters Score -1106494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1106494.750000 Penalty: 4438.691895
	Iteration 21Q: 3 clusters Score -1106495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1106494.750000 Penalty: 4438.691895
	Iteration 22F: 3 clusters Score -1106495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 29770 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 3413 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
Score: -115036392.000000 Penalty: 134872.734375
Splitting cluster 3 changes total score from -115037296.000000 to -115036392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (68896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Entering Unmasked Estep 
Score: -9650776.000000 Penalty: 2762.807617
	Iteration 0F: 2 clusters Score -9650776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -9604669.000000 Penalty: 5525.615234
	Iteration 0F: 3 clusters Score -9604669 nChanged 32137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -9624172.000000 Penalty: 5525.615234
	Iteration 1F: 3 clusters Score -9624172 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -9626198.000000 Penalty: 5525.615234
	Iteration 2F: 3 clusters Score -9626198 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -9628234.000000 Penalty: 5525.615234
	Iteration 3F: 3 clusters Score -9628234 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9630295.000000 Penalty: 5525.615234
	Iteration 4F: 3 clusters Score -9630295 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -9632441.000000 Penalty: 5525.615234
	Iteration 5F: 3 clusters Score -9632441 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -9634668.000000 Penalty: 5525.615234
	Iteration 6F: 3 clusters Score -9634668 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9637261.000000 Penalty: 5525.615234
	Iteration 7F: 3 clusters Score -9637261 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -9639726.000000 Penalty: 5525.615234
	Iteration 8F: 3 clusters Score -9639726 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -9642191.000000 Penalty: 5525.615234
	Iteration 9F: 3 clusters Score -9642191 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -9644283.000000 Penalty: 5525.615234
	Iteration 10Q: 3 clusters Score -9644283 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -9646073.000000 Penalty: 5525.615234
	Iteration 11Q: 3 clusters Score -9646073 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 61534 members 
Entering Unmasked Estep 
Score: -9647408.000000 Penalty: 5525.615234
	Iteration 12Q: 3 clusters Score -9647408 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -9648402.000000 Penalty: 5525.615234
	Iteration 13Q: 3 clusters Score -9648402 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -9649022.000000 Penalty: 5525.615234
	Iteration 14Q: 3 clusters Score -9649022 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -9649456.000000 Penalty: 5525.615234
	Iteration 15Q: 3 clusters Score -9649456 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -9649703.000000 Penalty: 5525.615234
	Iteration 16Q: 3 clusters Score -9649703 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -9649906.000000 Penalty: 5525.615234
	Iteration 17Q: 3 clusters Score -9649906 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 65530 members 
Entering Unmasked Estep 
Score: -9650053.000000 Penalty: 5525.615234
	Iteration 18Q: 3 clusters Score -9650053 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -9650138.000000 Penalty: 5525.615234
	Iteration 19Q: 3 clusters Score -9650138 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -9650246.000000 Penalty: 5525.615234
	Iteration 20F: 3 clusters Score -9650246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -9650354.000000 Penalty: 5525.615234
	Iteration 21Q: 3 clusters Score -9650354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -9650453.000000 Penalty: 5525.615234
	Iteration 22Q: 3 clusters Score -9650453 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -9650654.000000 Penalty: 5525.615234
	Iteration 23Q: 3 clusters Score -9650654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -9650800.000000 Penalty: 5525.615234
	Iteration 24Q: 3 clusters Score -9650800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -9650891.000000 Penalty: 5525.615234
	Iteration 25Q: 3 clusters Score -9650891 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -9650911.000000 Penalty: 5525.615234
	Iteration 26Q: 3 clusters Score -9650911 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -9650924.000000 Penalty: 5525.615234
	Iteration 27Q: 3 clusters Score -9650924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -9650933.000000 Penalty: 5525.615234
	Iteration 28Q: 3 clusters Score -9650933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -9650935.000000 Penalty: 5525.615234
	Iteration 29Q: 3 clusters Score -9650935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9650958.000000 Penalty: 5525.615234
	Iteration 30Q: 3 clusters Score -9650958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -9650962.000000 Penalty: 5525.615234
	Iteration 31Q: 3 clusters Score -9650962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 66257 members 
Entering Unmasked Estep 
Score: -9650956.000000 Penalty: 5525.615234
	Iteration 32Q: 3 clusters Score -9650956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -9650961.000000 Penalty: 5525.615234
	Iteration 33Q: 3 clusters Score -9650961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9650964.000000 Penalty: 5525.615234
	Iteration 34Q: 3 clusters Score -9650964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9650965.000000 Penalty: 5525.615234
	Iteration 35Q: 3 clusters Score -9650965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -9650966.000000 Penalty: 5525.615234
	Iteration 36Q: 3 clusters Score -9650966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9650968.000000 Penalty: 5525.615234
	Iteration 37Q: 3 clusters Score -9650968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9650962.000000 Penalty: 5525.615234
	Iteration 38Q: 3 clusters Score -9650962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -9650960.000000 Penalty: 5525.615234
	Iteration 39Q: 3 clusters Score -9650960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -9650963.000000 Penalty: 5525.615234
	Iteration 40F: 3 clusters Score -9650963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 29770 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 66241 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
Score: -115036952.000000 Penalty: 134872.734375
Splitting cluster 4 changes total score from -115037296.000000 to -115036952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (61027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Entering Unmasked Estep 
Score: -9153684.000000 Penalty: 2732.729736
	Iteration 0F: 2 clusters Score -9153684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -9112833.000000 Penalty: 5465.459473
	Iteration 0F: 3 clusters Score -9112833 nChanged 28455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9129297.000000 Penalty: 5465.459473
	Iteration 1F: 3 clusters Score -9129297 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -9130708.000000 Penalty: 5465.459473
	Iteration 2F: 3 clusters Score -9130708 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -9132453.000000 Penalty: 5465.459473
	Iteration 3F: 3 clusters Score -9132453 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -9134714.000000 Penalty: 5465.459473
	Iteration 4F: 3 clusters Score -9134714 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -9137417.000000 Penalty: 5465.459473
	Iteration 5F: 3 clusters Score -9137417 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -9140431.000000 Penalty: 5465.459473
	Iteration 6F: 3 clusters Score -9140431 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -9143325.000000 Penalty: 5465.459473
	Iteration 7F: 3 clusters Score -9143325 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -9145856.000000 Penalty: 5465.459473
	Iteration 8F: 3 clusters Score -9145856 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -9147707.000000 Penalty: 5465.459473
	Iteration 9Q: 3 clusters Score -9147707 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -9148889.000000 Penalty: 5465.459473
	Iteration 10Q: 3 clusters Score -9148889 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -9149701.000000 Penalty: 5465.459473
	Iteration 11Q: 3 clusters Score -9149701 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -9150168.000000 Penalty: 5465.459473
	Iteration 12Q: 3 clusters Score -9150168 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -9150499.000000 Penalty: 5465.459473
	Iteration 13Q: 3 clusters Score -9150499 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -9150775.000000 Penalty: 5465.459473
	Iteration 14Q: 3 clusters Score -9150775 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -9150980.000000 Penalty: 5465.459473
	Iteration 15Q: 3 clusters Score -9150980 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -9151163.000000 Penalty: 5465.459473
	Iteration 16Q: 3 clusters Score -9151163 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -9151317.000000 Penalty: 5465.459473
	Iteration 17Q: 3 clusters Score -9151317 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9151427.000000 Penalty: 5465.459473
	Iteration 18Q: 3 clusters Score -9151427 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9151541.000000 Penalty: 5465.459473
	Iteration 19Q: 3 clusters Score -9151541 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55954 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -9151629.000000 Penalty: 5465.459473
	Iteration 20F: 3 clusters Score -9151629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9151681.000000 Penalty: 5465.459473
	Iteration 21Q: 3 clusters Score -9151681 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -9151724.000000 Penalty: 5465.459473
	Iteration 22Q: 3 clusters Score -9151724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -9151794.000000 Penalty: 5465.459473
	Iteration 23Q: 3 clusters Score -9151794 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9151834.000000 Penalty: 5465.459473
	Iteration 24Q: 3 clusters Score -9151834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -9151845.000000 Penalty: 5465.459473
	Iteration 25Q: 3 clusters Score -9151845 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56936 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9151867.000000 Penalty: 5465.459473
	Iteration 26Q: 3 clusters Score -9151867 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57053 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9151878.000000 Penalty: 5465.459473
	Iteration 27Q: 3 clusters Score -9151878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57178 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -9151899.000000 Penalty: 5465.459473
	Iteration 28Q: 3 clusters Score -9151899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9151936.000000 Penalty: 5465.459473
	Iteration 29Q: 3 clusters Score -9151936 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9151952.000000 Penalty: 5465.459473
	Iteration 30Q: 3 clusters Score -9151952 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -9151982.000000 Penalty: 5465.459473
	Iteration 31Q: 3 clusters Score -9151982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -9152005.000000 Penalty: 5465.459473
	Iteration 32Q: 3 clusters Score -9152005 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -9152026.000000 Penalty: 5465.459473
	Iteration 33Q: 3 clusters Score -9152026 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9152055.000000 Penalty: 5465.459473
	Iteration 34Q: 3 clusters Score -9152055 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -9152076.000000 Penalty: 5465.459473
	Iteration 35Q: 3 clusters Score -9152076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -9152104.000000 Penalty: 5465.459473
	Iteration 36Q: 3 clusters Score -9152104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9152094.000000 Penalty: 5465.459473
	Iteration 37Q: 3 clusters Score -9152094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9152131.000000 Penalty: 5465.459473
	Iteration 38Q: 3 clusters Score -9152131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58005 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9152127.000000 Penalty: 5465.459473
	Iteration 39Q: 3 clusters Score -9152127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -9152130.000000 Penalty: 5465.459473
	Iteration 40F: 3 clusters Score -9152130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9152118.000000 Penalty: 5465.459473
	Iteration 41Q: 3 clusters Score -9152118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -9152134.000000 Penalty: 5465.459473
	Iteration 42Q: 3 clusters Score -9152134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9152141.000000 Penalty: 5465.459473
	Iteration 43Q: 3 clusters Score -9152141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9152178.000000 Penalty: 5465.459473
	Iteration 44Q: 3 clusters Score -9152178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9152169.000000 Penalty: 5465.459473
	Iteration 45Q: 3 clusters Score -9152169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -9152168.000000 Penalty: 5465.459473
	Iteration 46Q: 3 clusters Score -9152168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9152179.000000 Penalty: 5465.459473
	Iteration 47Q: 3 clusters Score -9152179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9152179.000000 Penalty: 5465.459473
	Iteration 48Q: 3 clusters Score -9152179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9152186.000000 Penalty: 5465.459473
	Iteration 49Q: 3 clusters Score -9152186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -9152196.000000 Penalty: 5465.459473
	Iteration 50Q: 3 clusters Score -9152196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58329 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -9152201.000000 Penalty: 5465.459473
	Iteration 51Q: 3 clusters Score -9152201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9152210.000000 Penalty: 5465.459473
	Iteration 52Q: 3 clusters Score -9152210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9152208.000000 Penalty: 5465.459473
	Iteration 53Q: 3 clusters Score -9152208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9152210.000000 Penalty: 5465.459473
	Iteration 54Q: 3 clusters Score -9152210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9152223.000000 Penalty: 5465.459473
	Iteration 55Q: 3 clusters Score -9152223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9152224.000000 Penalty: 5465.459473
	Iteration 56Q: 3 clusters Score -9152224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9152227.000000 Penalty: 5465.459473
	Iteration 57Q: 3 clusters Score -9152227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9152219.000000 Penalty: 5465.459473
	Iteration 58Q: 3 clusters Score -9152219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9152232.000000 Penalty: 5465.459473
	Iteration 59Q: 3 clusters Score -9152232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9152232.000000 Penalty: 5465.459473
	Iteration 60F: 3 clusters Score -9152232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9152220.000000 Penalty: 5465.459473
	Iteration 61Q: 3 clusters Score -9152220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9152226.000000 Penalty: 5465.459473
	Iteration 62Q: 3 clusters Score -9152226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9152225.000000 Penalty: 5465.459473
	Iteration 63Q: 3 clusters Score -9152225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -9152225.000000 Penalty: 5465.459473
	Iteration 64Q: 3 clusters Score -9152225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9152221.000000 Penalty: 5465.459473
	Iteration 65Q: 3 clusters Score -9152221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -9152227.000000 Penalty: 5465.459473
	Iteration 66Q: 3 clusters Score -9152227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9152228.000000 Penalty: 5465.459473
	Iteration 67Q: 3 clusters Score -9152228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9152219.000000 Penalty: 5465.459473
	Iteration 68Q: 3 clusters Score -9152219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9152223.000000 Penalty: 5465.459473
	Iteration 69Q: 3 clusters Score -9152223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9152228.000000 Penalty: 5465.459473
	Iteration 70Q: 3 clusters Score -9152228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9152217.000000 Penalty: 5465.459473
	Iteration 71Q: 3 clusters Score -9152217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9152223.000000 Penalty: 5465.459473
	Iteration 72Q: 3 clusters Score -9152223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9152222.000000 Penalty: 5465.459473
	Iteration 73Q: 3 clusters Score -9152222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9152228.000000 Penalty: 5465.459473
	Iteration 74Q: 3 clusters Score -9152228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9152236.000000 Penalty: 5465.459473
	Iteration 75Q: 3 clusters Score -9152236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -9152234.000000 Penalty: 5465.459473
	Iteration 76Q: 3 clusters Score -9152234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -9152228.000000 Penalty: 5465.459473
	Iteration 77Q: 3 clusters Score -9152228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9152228.000000 Penalty: 5465.459473
	Iteration 78Q: 3 clusters Score -9152228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -9152231.000000 Penalty: 5465.459473
	Iteration 79Q: 3 clusters Score -9152231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9152230.000000 Penalty: 5465.459473
	Iteration 80F: 3 clusters Score -9152230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9152235.000000 Penalty: 5465.459473
	Iteration 81Q: 3 clusters Score -9152235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9152246.000000 Penalty: 5465.459473
	Iteration 82Q: 3 clusters Score -9152246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9152240.000000 Penalty: 5465.459473
	Iteration 83Q: 3 clusters Score -9152240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9152240.000000 Penalty: 5465.459473
	Iteration 84Q: 3 clusters Score -9152240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9152247.000000 Penalty: 5465.459473
	Iteration 85Q: 3 clusters Score -9152247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9152252.000000 Penalty: 5465.459473
	Iteration 86Q: 3 clusters Score -9152252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9152253.000000 Penalty: 5465.459473
	Iteration 87Q: 3 clusters Score -9152253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9152257.000000 Penalty: 5465.459473
	Iteration 88Q: 3 clusters Score -9152257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9152260.000000 Penalty: 5465.459473
	Iteration 89Q: 3 clusters Score -9152260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9152251.000000 Penalty: 5465.459473
	Iteration 90Q: 3 clusters Score -9152251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9152252.000000 Penalty: 5465.459473
	Iteration 91Q: 3 clusters Score -9152252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9152259.000000 Penalty: 5465.459473
	Iteration 92Q: 3 clusters Score -9152259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9152255.000000 Penalty: 5465.459473
	Iteration 93Q: 3 clusters Score -9152255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -9152264.000000 Penalty: 5465.459473
	Iteration 94Q: 3 clusters Score -9152264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9152253.000000 Penalty: 5465.459473
	Iteration 95Q: 3 clusters Score -9152253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9152263.000000 Penalty: 5465.459473
	Iteration 96Q: 3 clusters Score -9152263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9152264.000000 Penalty: 5465.459473
	Iteration 97Q: 3 clusters Score -9152264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9152264.000000 Penalty: 5465.459473
	Iteration 98F: 3 clusters Score -9152264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -30828.818359 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -30828.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29785.660156 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -29785.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29943.037109 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -29943.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30007.164062 Penalty: 2760.002197
	Iteration 2F: 3 clusters Score -30007.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30034.199219 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -30034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30055.224609 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -30055.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30091.169922 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -30091.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30091.169922 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -30091.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Entering Unmasked Estep 
Score: -2053769.625000 Penalty: 2365.867432
	Iteration 0F: 2 clusters Score -2053770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2043674.625000 Penalty: 4731.734863
	Iteration 0F: 3 clusters Score -2043675 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2046977.125000 Penalty: 4731.734863
	Iteration 1F: 3 clusters Score -2046977 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2047754.125000 Penalty: 4731.734863
	Iteration 2F: 3 clusters Score -2047754 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2048821.500000 Penalty: 4731.734863
	Iteration 3F: 3 clusters Score -2048822 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2050005.375000 Penalty: 4731.734863
	Iteration 4F: 3 clusters Score -2050005 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2050930.875000 Penalty: 4731.734863
	Iteration 5F: 3 clusters Score -2050931 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2051477.875000 Penalty: 4731.734863
	Iteration 6F: 3 clusters Score -2051478 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2051769.375000 Penalty: 4731.734863
	Iteration 7Q: 3 clusters Score -2051769 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2051908.375000 Penalty: 4731.734863
	Iteration 8Q: 3 clusters Score -2051908 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2052006.000000 Penalty: 4731.734863
	Iteration 9Q: 3 clusters Score -2052006 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2052075.750000 Penalty: 4731.734863
	Iteration 10Q: 3 clusters Score -2052076 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2052128.125000 Penalty: 4731.734863
	Iteration 11Q: 3 clusters Score -2052128 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2052169.375000 Penalty: 4731.734863
	Iteration 12Q: 3 clusters Score -2052169 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2052206.375000 Penalty: 4731.734863
	Iteration 13Q: 3 clusters Score -2052206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2052247.500000 Penalty: 4731.734863
	Iteration 14Q: 3 clusters Score -2052248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2052270.250000 Penalty: 4731.734863
	Iteration 15Q: 3 clusters Score -2052270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -2052297.625000 Penalty: 4731.734863
	Iteration 16Q: 3 clusters Score -2052298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2052322.000000 Penalty: 4731.734863
	Iteration 17Q: 3 clusters Score -2052322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -2052344.500000 Penalty: 4731.734863
	Iteration 18Q: 3 clusters Score -2052344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2052367.375000 Penalty: 4731.734863
	Iteration 19Q: 3 clusters Score -2052367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2052387.125000 Penalty: 4731.734863
	Iteration 20F: 3 clusters Score -2052387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2052413.875000 Penalty: 4731.734863
	Iteration 21Q: 3 clusters Score -2052414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2052434.500000 Penalty: 4731.734863
	Iteration 22Q: 3 clusters Score -2052434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2052461.000000 Penalty: 4731.734863
	Iteration 23Q: 3 clusters Score -2052461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2052478.625000 Penalty: 4731.734863
	Iteration 24Q: 3 clusters Score -2052479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2052495.250000 Penalty: 4731.734863
	Iteration 25Q: 3 clusters Score -2052495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2052516.000000 Penalty: 4731.734863
	Iteration 26Q: 3 clusters Score -2052516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2052524.625000 Penalty: 4731.734863
	Iteration 27Q: 3 clusters Score -2052525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2052531.125000 Penalty: 4731.734863
	Iteration 28Q: 3 clusters Score -2052531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2052541.875000 Penalty: 4731.734863
	Iteration 29Q: 3 clusters Score -2052542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2052553.000000 Penalty: 4731.734863
	Iteration 30Q: 3 clusters Score -2052553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2052559.125000 Penalty: 4731.734863
	Iteration 31Q: 3 clusters Score -2052559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2052570.375000 Penalty: 4731.734863
	Iteration 32Q: 3 clusters Score -2052570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2052577.125000 Penalty: 4731.734863
	Iteration 33Q: 3 clusters Score -2052577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -2052584.625000 Penalty: 4731.734863
	Iteration 34Q: 3 clusters Score -2052585 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2052593.500000 Penalty: 4731.734863
	Iteration 35Q: 3 clusters Score -2052594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2052603.875000 Penalty: 4731.734863
	Iteration 36Q: 3 clusters Score -2052604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2052617.000000 Penalty: 4731.734863
	Iteration 37Q: 3 clusters Score -2052617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2052631.500000 Penalty: 4731.734863
	Iteration 38Q: 3 clusters Score -2052632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2052639.125000 Penalty: 4731.734863
	Iteration 39Q: 3 clusters Score -2052639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2052652.375000 Penalty: 4731.734863
	Iteration 40F: 3 clusters Score -2052652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2052659.750000 Penalty: 4731.734863
	Iteration 41Q: 3 clusters Score -2052660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2052673.625000 Penalty: 4731.734863
	Iteration 42Q: 3 clusters Score -2052674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -2052680.250000 Penalty: 4731.734863
	Iteration 43Q: 3 clusters Score -2052680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2052687.625000 Penalty: 4731.734863
	Iteration 44Q: 3 clusters Score -2052688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2052690.625000 Penalty: 4731.734863
	Iteration 45Q: 3 clusters Score -2052691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2052686.125000 Penalty: 4731.734863
	Iteration 46Q: 3 clusters Score -2052686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2052689.125000 Penalty: 4731.734863
	Iteration 47Q: 3 clusters Score -2052689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2052697.500000 Penalty: 4731.734863
	Iteration 48Q: 3 clusters Score -2052698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2052704.500000 Penalty: 4731.734863
	Iteration 49Q: 3 clusters Score -2052704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2052708.625000 Penalty: 4731.734863
	Iteration 50Q: 3 clusters Score -2052709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2052712.000000 Penalty: 4731.734863
	Iteration 51Q: 3 clusters Score -2052712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2052720.625000 Penalty: 4731.734863
	Iteration 52Q: 3 clusters Score -2052721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2052733.875000 Penalty: 4731.734863
	Iteration 53Q: 3 clusters Score -2052734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2052741.500000 Penalty: 4731.734863
	Iteration 54Q: 3 clusters Score -2052742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2052746.750000 Penalty: 4731.734863
	Iteration 55Q: 3 clusters Score -2052747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2052755.750000 Penalty: 4731.734863
	Iteration 56Q: 3 clusters Score -2052756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2052760.000000 Penalty: 4731.734863
	Iteration 57Q: 3 clusters Score -2052760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2052772.250000 Penalty: 4731.734863
	Iteration 58Q: 3 clusters Score -2052772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2052780.125000 Penalty: 4731.734863
	Iteration 59Q: 3 clusters Score -2052780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2052788.500000 Penalty: 4731.734863
	Iteration 60F: 3 clusters Score -2052788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2052793.750000 Penalty: 4731.734863
	Iteration 61Q: 3 clusters Score -2052794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2052805.750000 Penalty: 4731.734863
	Iteration 62Q: 3 clusters Score -2052806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2052807.125000 Penalty: 4731.734863
	Iteration 63Q: 3 clusters Score -2052807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2052827.000000 Penalty: 4731.734863
	Iteration 64Q: 3 clusters Score -2052827 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2052835.000000 Penalty: 4731.734863
	Iteration 65Q: 3 clusters Score -2052835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2052865.500000 Penalty: 4731.734863
	Iteration 66Q: 3 clusters Score -2052866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2052886.500000 Penalty: 4731.734863
	Iteration 67Q: 3 clusters Score -2052886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2052924.750000 Penalty: 4731.734863
	Iteration 68Q: 3 clusters Score -2052925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2052961.125000 Penalty: 4731.734863
	Iteration 69Q: 3 clusters Score -2052961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2052993.625000 Penalty: 4731.734863
	Iteration 70Q: 3 clusters Score -2052994 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2053043.750000 Penalty: 4731.734863
	Iteration 71Q: 3 clusters Score -2053044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2053093.625000 Penalty: 4731.734863
	Iteration 72Q: 3 clusters Score -2053094 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2053147.500000 Penalty: 4731.734863
	Iteration 73Q: 3 clusters Score -2053148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2053198.625000 Penalty: 4731.734863
	Iteration 74Q: 3 clusters Score -2053199 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2053237.375000 Penalty: 4731.734863
	Iteration 75Q: 3 clusters Score -2053237 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2053289.375000 Penalty: 4731.734863
	Iteration 76Q: 3 clusters Score -2053289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2053329.250000 Penalty: 4731.734863
	Iteration 77Q: 3 clusters Score -2053329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2053360.125000 Penalty: 4731.734863
	Iteration 78Q: 3 clusters Score -2053360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2053389.375000 Penalty: 4731.734863
	Iteration 79Q: 3 clusters Score -2053389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2053409.250000 Penalty: 4731.734863
	Iteration 80F: 3 clusters Score -2053409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2053422.500000 Penalty: 4731.734863
	Iteration 81Q: 3 clusters Score -2053422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2053426.875000 Penalty: 4731.734863
	Iteration 82Q: 3 clusters Score -2053427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2053432.625000 Penalty: 4731.734863
	Iteration 83Q: 3 clusters Score -2053433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2053433.875000 Penalty: 4731.734863
	Iteration 84Q: 3 clusters Score -2053434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2053436.500000 Penalty: 4731.734863
	Iteration 85Q: 3 clusters Score -2053436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2053440.500000 Penalty: 4731.734863
	Iteration 86Q: 3 clusters Score -2053440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2053438.750000 Penalty: 4731.734863
	Iteration 87Q: 3 clusters Score -2053439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2053438.750000 Penalty: 4731.734863
	Iteration 88F: 3 clusters Score -2053439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -396478.187500 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -396478.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -393287.781250 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -393287.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -394038.093750 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -394038.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -394388.437500 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -394388.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -394688.093750 Penalty: 3948.666504
	Iteration 3F: 3 clusters Score -394688.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -394980.500000 Penalty: 3948.666504
	Iteration 4F: 3 clusters Score -394980.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -395281.406250 Penalty: 3948.666504
	Iteration 5F: 3 clusters Score -395281.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -395661.156250 Penalty: 3948.666504
	Iteration 6F: 3 clusters Score -395661.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -396140.218750 Penalty: 3948.666504
	Iteration 7F: 3 clusters Score -396140.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -396473.000000 Penalty: 3948.666504
	Iteration 8F: 3 clusters Score -396473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -396682.968750 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -396683 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -396839.218750 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -396839.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -396900.718750 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -396900.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -396926.906250 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -396926.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -396945.968750 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -396946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -396964.406250 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -396964.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -396977.593750 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -396977.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -396990.531250 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -396990.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397005.156250 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -397005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -397012.500000 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -397012.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -397021.187500 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -397021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -397026.281250 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -397026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -397030.375000 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -397030.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -397033.312500 Penalty: 3948.666504
	Iteration 22Q: 3 clusters Score -397033.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -397033.218750 Penalty: 3948.666504
	Iteration 23Q: 3 clusters Score -397033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -397033.218750 Penalty: 3948.666504
	Iteration 24F: 3 clusters Score -397033.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 1607 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 29770 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 1260 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
Score: -115036928.000000 Penalty: 134872.734375
Splitting cluster 8 changes total score from -115037296.000000 to -115036928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Entering Unmasked Estep 
Score: -1995049.625000 Penalty: 2362.906250
	Iteration 0F: 2 clusters Score -1995050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1985048.375000 Penalty: 4725.812500
	Iteration 0F: 3 clusters Score -1985048 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1988395.375000 Penalty: 4725.812500
	Iteration 1F: 3 clusters Score -1988395 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1989022.125000 Penalty: 4725.812500
	Iteration 2F: 3 clusters Score -1989022 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1989754.750000 Penalty: 4725.812500
	Iteration 3F: 3 clusters Score -1989755 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1990684.125000 Penalty: 4725.812500
	Iteration 4F: 3 clusters Score -1990684 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1991706.000000 Penalty: 4725.812500
	Iteration 5F: 3 clusters Score -1991706 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1992661.625000 Penalty: 4725.812500
	Iteration 6F: 3 clusters Score -1992662 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1993319.250000 Penalty: 4725.812500
	Iteration 7F: 3 clusters Score -1993319 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1993740.625000 Penalty: 4725.812500
	Iteration 8Q: 3 clusters Score -1993741 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1993985.750000 Penalty: 4725.812500
	Iteration 9Q: 3 clusters Score -1993986 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1994113.375000 Penalty: 4725.812500
	Iteration 10Q: 3 clusters Score -1994113 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1994170.500000 Penalty: 4725.812500
	Iteration 11Q: 3 clusters Score -1994170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1994200.375000 Penalty: 4725.812500
	Iteration 12Q: 3 clusters Score -1994200 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1994218.875000 Penalty: 4725.812500
	Iteration 13Q: 3 clusters Score -1994219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1994226.250000 Penalty: 4725.812500
	Iteration 14Q: 3 clusters Score -1994226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1994231.000000 Penalty: 4725.812500
	Iteration 15Q: 3 clusters Score -1994231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1994237.250000 Penalty: 4725.812500
	Iteration 16Q: 3 clusters Score -1994237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1994242.125000 Penalty: 4725.812500
	Iteration 17Q: 3 clusters Score -1994242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1994239.750000 Penalty: 4725.812500
	Iteration 18Q: 3 clusters Score -1994240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1994242.875000 Penalty: 4725.812500
	Iteration 19Q: 3 clusters Score -1994243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1994241.625000 Penalty: 4725.812500
	Iteration 20F: 3 clusters Score -1994242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1994239.250000 Penalty: 4725.812500
	Iteration 21Q: 3 clusters Score -1994239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1994237.500000 Penalty: 4725.812500
	Iteration 22Q: 3 clusters Score -1994238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1994243.125000 Penalty: 4725.812500
	Iteration 23Q: 3 clusters Score -1994243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1994246.250000 Penalty: 4725.812500
	Iteration 24Q: 3 clusters Score -1994246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1994244.875000 Penalty: 4725.812500
	Iteration 25Q: 3 clusters Score -1994245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1994243.625000 Penalty: 4725.812500
	Iteration 26Q: 3 clusters Score -1994244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1994246.375000 Penalty: 4725.812500
	Iteration 27Q: 3 clusters Score -1994246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1994247.500000 Penalty: 4725.812500
	Iteration 28Q: 3 clusters Score -1994248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1994247.500000 Penalty: 4725.812500
	Iteration 29F: 3 clusters Score -1994248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Entering Unmasked Estep 
Score: -4377017.500000 Penalty: 2554.711426
	Iteration 0F: 2 clusters Score -4377018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4356665.000000 Penalty: 5109.422852
	Iteration 0F: 3 clusters Score -4356665 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4364346.500000 Penalty: 5109.422852
	Iteration 1F: 3 clusters Score -4364346 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4365117.000000 Penalty: 5109.422852
	Iteration 2F: 3 clusters Score -4365117 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -4365996.500000 Penalty: 5109.422852
	Iteration 3F: 3 clusters Score -4365996 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4367131.500000 Penalty: 5109.422852
	Iteration 4F: 3 clusters Score -4367132 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4368611.000000 Penalty: 5109.422852
	Iteration 5F: 3 clusters Score -4368611 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4370642.000000 Penalty: 5109.422852
	Iteration 6F: 3 clusters Score -4370642 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -4372624.500000 Penalty: 5109.422852
	Iteration 7F: 3 clusters Score -4372624 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -4374442.000000 Penalty: 5109.422852
	Iteration 8F: 3 clusters Score -4374442 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4375817.000000 Penalty: 5109.422852
	Iteration 9Q: 3 clusters Score -4375817 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4376850.500000 Penalty: 5109.422852
	Iteration 10Q: 3 clusters Score -4376850 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4377674.000000 Penalty: 5109.422852
	Iteration 11Q: 3 clusters Score -4377674 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4378320.000000 Penalty: 5109.422852
	Iteration 12Q: 3 clusters Score -4378320 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4378770.000000 Penalty: 5109.422852
	Iteration 13Q: 3 clusters Score -4378770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4379119.500000 Penalty: 5109.422852
	Iteration 14Q: 3 clusters Score -4379120 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4379371.500000 Penalty: 5109.422852
	Iteration 15Q: 3 clusters Score -4379372 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4379517.500000 Penalty: 5109.422852
	Iteration 16Q: 3 clusters Score -4379518 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4379616.500000 Penalty: 5109.422852
	Iteration 17Q: 3 clusters Score -4379616 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4379703.000000 Penalty: 5109.422852
	Iteration 18Q: 3 clusters Score -4379703 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4379777.000000 Penalty: 5109.422852
	Iteration 19Q: 3 clusters Score -4379777 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4379822.000000 Penalty: 5109.422852
	Iteration 20F: 3 clusters Score -4379822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4379842.000000 Penalty: 5109.422852
	Iteration 21Q: 3 clusters Score -4379842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4379854.500000 Penalty: 5109.422852
	Iteration 22Q: 3 clusters Score -4379854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4379863.000000 Penalty: 5109.422852
	Iteration 23Q: 3 clusters Score -4379863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -4379865.000000 Penalty: 5109.422852
	Iteration 24Q: 3 clusters Score -4379865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4379879.000000 Penalty: 5109.422852
	Iteration 25Q: 3 clusters Score -4379879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4379869.000000 Penalty: 5109.422852
	Iteration 26Q: 3 clusters Score -4379869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5109.422852
	Iteration 27Q: 3 clusters Score -4379874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4379878.000000 Penalty: 5109.422852
	Iteration 28Q: 3 clusters Score -4379878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4379875.000000 Penalty: 5109.422852
	Iteration 29Q: 3 clusters Score -4379875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -4379875.500000 Penalty: 5109.422852
	Iteration 30Q: 3 clusters Score -4379876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4379877.500000 Penalty: 5109.422852
	Iteration 31Q: 3 clusters Score -4379878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5109.422852
	Iteration 32Q: 3 clusters Score -4379874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -4379870.500000 Penalty: 5109.422852
	Iteration 33Q: 3 clusters Score -4379870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5109.422852
	Iteration 34Q: 3 clusters Score -4379874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -4379877.000000 Penalty: 5109.422852
	Iteration 35Q: 3 clusters Score -4379877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4379873.500000 Penalty: 5109.422852
	Iteration 36Q: 3 clusters Score -4379874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -4379868.500000 Penalty: 5109.422852
	Iteration 37Q: 3 clusters Score -4379868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4379871.500000 Penalty: 5109.422852
	Iteration 38Q: 3 clusters Score -4379872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4379876.000000 Penalty: 5109.422852
	Iteration 39Q: 3 clusters Score -4379876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5109.422852
	Iteration 40F: 3 clusters Score -4379874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4379874.000000 Penalty: 5109.422852
	Iteration 41Q: 3 clusters Score -4379874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -4379872.000000 Penalty: 5109.422852
	Iteration 42Q: 3 clusters Score -4379872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -4379872.000000 Penalty: 5109.422852
	Iteration 43Q: 3 clusters Score -4379872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4379877.000000 Penalty: 5109.422852
	Iteration 44Q: 3 clusters Score -4379877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -4379879.000000 Penalty: 5109.422852
	Iteration 45Q: 3 clusters Score -4379879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -4379881.000000 Penalty: 5109.422852
	Iteration 46Q: 3 clusters Score -4379881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4379878.500000 Penalty: 5109.422852
	Iteration 47Q: 3 clusters Score -4379878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4379877.500000 Penalty: 5109.422852
	Iteration 48Q: 3 clusters Score -4379878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4379877.500000 Penalty: 5109.422852
	Iteration 49F: 3 clusters Score -4379878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 7444 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
Score: -115039688.000000 Penalty: 134872.734375
Splitting cluster 10 changes total score from -115037296.000000 to -115039688.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (7444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Entering Unmasked Estep 
Score: -946936.375000 Penalty: 2210.960693
	Iteration 0F: 2 clusters Score -946936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -941052.187500 Penalty: 4421.921387
	Iteration 0F: 3 clusters Score -941052.2 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -943360.937500 Penalty: 4421.921387
	Iteration 1F: 3 clusters Score -943360.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -944222.375000 Penalty: 4421.921387
	Iteration 2F: 3 clusters Score -944222.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -944924.062500 Penalty: 4421.921387
	Iteration 3F: 3 clusters Score -944924.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -945426.062500 Penalty: 4421.921387
	Iteration 4F: 3 clusters Score -945426.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -945837.687500 Penalty: 4421.921387
	Iteration 5F: 3 clusters Score -945837.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -946215.437500 Penalty: 4421.921387
	Iteration 6Q: 3 clusters Score -946215.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -946559.750000 Penalty: 4421.921387
	Iteration 7Q: 3 clusters Score -946559.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -946865.875000 Penalty: 4421.921387
	Iteration 8Q: 3 clusters Score -946865.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -947033.375000 Penalty: 4421.921387
	Iteration 9Q: 3 clusters Score -947033.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -947144.375000 Penalty: 4421.921387
	Iteration 10Q: 3 clusters Score -947144.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -947201.375000 Penalty: 4421.921387
	Iteration 11Q: 3 clusters Score -947201.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -947242.750000 Penalty: 4421.921387
	Iteration 12Q: 3 clusters Score -947242.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -947271.062500 Penalty: 4421.921387
	Iteration 13Q: 3 clusters Score -947271.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -947292.562500 Penalty: 4421.921387
	Iteration 14Q: 3 clusters Score -947292.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -947311.000000 Penalty: 4421.921387
	Iteration 15Q: 3 clusters Score -947311 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -947327.125000 Penalty: 4421.921387
	Iteration 16Q: 3 clusters Score -947327.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -947338.062500 Penalty: 4421.921387
	Iteration 17Q: 3 clusters Score -947338.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -947349.062500 Penalty: 4421.921387
	Iteration 18Q: 3 clusters Score -947349.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -947360.937500 Penalty: 4421.921387
	Iteration 19Q: 3 clusters Score -947360.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -947377.375000 Penalty: 4421.921387
	Iteration 20F: 3 clusters Score -947377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -947385.500000 Penalty: 4421.921387
	Iteration 21Q: 3 clusters Score -947385.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -947395.062500 Penalty: 4421.921387
	Iteration 22Q: 3 clusters Score -947395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -947396.187500 Penalty: 4421.921387
	Iteration 23Q: 3 clusters Score -947396.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -947400.687500 Penalty: 4421.921387
	Iteration 24Q: 3 clusters Score -947400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -947402.625000 Penalty: 4421.921387
	Iteration 25Q: 3 clusters Score -947402.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -947402.750000 Penalty: 4421.921387
	Iteration 26Q: 3 clusters Score -947402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -947403.312500 Penalty: 4421.921387
	Iteration 27Q: 3 clusters Score -947403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -947408.250000 Penalty: 4421.921387
	Iteration 28Q: 3 clusters Score -947408.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -947406.187500 Penalty: 4421.921387
	Iteration 29Q: 3 clusters Score -947406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -947407.562500 Penalty: 4421.921387
	Iteration 30Q: 3 clusters Score -947407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -947408.125000 Penalty: 4421.921387
	Iteration 31Q: 3 clusters Score -947408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -947408.562500 Penalty: 4421.921387
	Iteration 32Q: 3 clusters Score -947408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -947409.125000 Penalty: 4421.921387
	Iteration 33Q: 3 clusters Score -947409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -947409.125000 Penalty: 4421.921387
	Iteration 34F: 3 clusters Score -947409.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Entering Unmasked Estep 
Score: -115038808.000000 Penalty: 138244.546875
Splitting cluster 11 changes total score from -115037296.000000 to -115038808.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 12 (98810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98810 members 
Entering Unmasked Estep 
Score: -14837953.000000 Penalty: 2852.236572
	Iteration 0F: 2 clusters Score -1.483795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -14772026.000000 Penalty: 5704.473145
	Iteration 0F: 3 clusters Score -1.477203e+07 nChanged 46760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -14798329.000000 Penalty: 5704.473145
	Iteration 1F: 3 clusters Score -1.479833e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 51703 members 
Entering Unmasked Estep 
Score: -14799049.000000 Penalty: 5704.473145
	Iteration 2Q: 3 clusters Score -1.479905e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -14799900.000000 Penalty: 5704.473145
	Iteration 3Q: 3 clusters Score -1.47999e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -14800966.000000 Penalty: 5704.473145
	Iteration 4Q: 3 clusters Score -1.480097e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -14802548.000000 Penalty: 5704.473145
	Iteration 5Q: 3 clusters Score -1.480255e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -14805030.000000 Penalty: 5704.473145
	Iteration 6F: 3 clusters Score -1.480503e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -14808695.000000 Penalty: 5704.473145
	Iteration 7F: 3 clusters Score -1.48087e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -14813368.000000 Penalty: 5704.473145
	Iteration 8F: 3 clusters Score -1.481337e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -14818667.000000 Penalty: 5704.473145
	Iteration 9F: 3 clusters Score -1.481867e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 86823 members 
Entering Unmasked Estep 
Score: -14824518.000000 Penalty: 5704.473145
	Iteration 10F: 3 clusters Score -1.482452e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -14829658.000000 Penalty: 5704.473145
	Iteration 11F: 3 clusters Score -1.482966e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -14832823.000000 Penalty: 5704.473145
	Iteration 12Q: 3 clusters Score -1.483282e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -14834280.000000 Penalty: 5704.473145
	Iteration 13Q: 3 clusters Score -1.483428e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 97995 members 
Entering Unmasked Estep 
Score: -14834857.000000 Penalty: 5704.473145
	Iteration 14Q: 3 clusters Score -1.483486e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -14835155.000000 Penalty: 5704.473145
	Iteration 15Q: 3 clusters Score -1.483516e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -14835274.000000 Penalty: 5704.473145
	Iteration 16Q: 3 clusters Score -1.483527e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -14835342.000000 Penalty: 5704.473145
	Iteration 17Q: 3 clusters Score -1.483534e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 98424 members 
Entering Unmasked Estep 
Score: -14835402.000000 Penalty: 5704.473145
	Iteration 18Q: 3 clusters Score -1.48354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -14835433.000000 Penalty: 5704.473145
	Iteration 19Q: 3 clusters Score -1.483543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -14835450.000000 Penalty: 5704.473145
	Iteration 20F: 3 clusters Score -1.483545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -14835447.000000 Penalty: 5704.473145
	Iteration 21Q: 3 clusters Score -1.483545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -14835466.000000 Penalty: 5704.473145
	Iteration 22Q: 3 clusters Score -1.483547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -14835495.000000 Penalty: 5704.473145
	Iteration 23Q: 3 clusters Score -1.48355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -14835513.000000 Penalty: 5704.473145
	Iteration 24Q: 3 clusters Score -1.483551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 98481 members 
Entering Unmasked Estep 
Score: -14835505.000000 Penalty: 5704.473145
	Iteration 25Q: 3 clusters Score -1.48355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 98483 members 
Entering Unmasked Estep 
Score: -14835515.000000 Penalty: 5704.473145
	Iteration 26Q: 3 clusters Score -1.483552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
Score: -14835529.000000 Penalty: 5704.473145
	Iteration 27Q: 3 clusters Score -1.483553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -14835537.000000 Penalty: 5704.473145
	Iteration 28Q: 3 clusters Score -1.483554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -14835526.000000 Penalty: 5704.473145
	Iteration 29Q: 3 clusters Score -1.483553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -14835528.000000 Penalty: 5704.473145
	Iteration 30Q: 3 clusters Score -1.483553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -14835528.000000 Penalty: 5704.473145
	Iteration 31F: 3 clusters Score -1.483553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -918038.312500 Penalty: 2173.756348
	Iteration 0F: 2 clusters Score -918038.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -912743.750000 Penalty: 4347.512695
	Iteration 0F: 3 clusters Score -912743.8 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -914270.062500 Penalty: 4347.512695
	Iteration 1F: 3 clusters Score -914270.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -914691.687500 Penalty: 4347.512695
	Iteration 2F: 3 clusters Score -914691.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -915086.750000 Penalty: 4347.512695
	Iteration 3F: 3 clusters Score -915086.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -915377.750000 Penalty: 4347.512695
	Iteration 4F: 3 clusters Score -915377.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -915619.437500 Penalty: 4347.512695
	Iteration 5F: 3 clusters Score -915619.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -915840.000000 Penalty: 4347.512695
	Iteration 6Q: 3 clusters Score -915840 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -916034.000000 Penalty: 4347.512695
	Iteration 7Q: 3 clusters Score -916034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -916198.125000 Penalty: 4347.512695
	Iteration 8Q: 3 clusters Score -916198.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -916314.937500 Penalty: 4347.512695
	Iteration 9Q: 3 clusters Score -916314.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -916429.812500 Penalty: 4347.512695
	Iteration 10Q: 3 clusters Score -916429.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -916537.875000 Penalty: 4347.512695
	Iteration 11Q: 3 clusters Score -916537.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -916650.250000 Penalty: 4347.512695
	Iteration 12Q: 3 clusters Score -916650.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -916753.750000 Penalty: 4347.512695
	Iteration 13Q: 3 clusters Score -916753.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -916837.437500 Penalty: 4347.512695
	Iteration 14Q: 3 clusters Score -916837.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -916910.562500 Penalty: 4347.512695
	Iteration 15Q: 3 clusters Score -916910.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -916997.062500 Penalty: 4347.512695
	Iteration 16Q: 3 clusters Score -916997.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -917075.250000 Penalty: 4347.512695
	Iteration 17Q: 3 clusters Score -917075.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -917130.062500 Penalty: 4347.512695
	Iteration 18Q: 3 clusters Score -917130.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -917152.937500 Penalty: 4347.512695
	Iteration 19Q: 3 clusters Score -917152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -917165.250000 Penalty: 4347.512695
	Iteration 20F: 3 clusters Score -917165.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -917173.437500 Penalty: 4347.512695
	Iteration 21Q: 3 clusters Score -917173.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -917178.000000 Penalty: 4347.512695
	Iteration 22Q: 3 clusters Score -917178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -917186.625000 Penalty: 4347.512695
	Iteration 23Q: 3 clusters Score -917186.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -917192.750000 Penalty: 4347.512695
	Iteration 24Q: 3 clusters Score -917192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -917198.250000 Penalty: 4347.512695
	Iteration 25Q: 3 clusters Score -917198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -917200.187500 Penalty: 4347.512695
	Iteration 26Q: 3 clusters Score -917200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -917200.937500 Penalty: 4347.512695
	Iteration 27Q: 3 clusters Score -917200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -917200.437500 Penalty: 4347.512695
	Iteration 28Q: 3 clusters Score -917200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -917201.687500 Penalty: 4347.512695
	Iteration 29Q: 3 clusters Score -917201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -917204.000000 Penalty: 4347.512695
	Iteration 30Q: 3 clusters Score -917204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -917204.000000 Penalty: 4347.512695
	Iteration 31F: 3 clusters Score -917204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Entering Unmasked Estep 
Score: -2192337.250000 Penalty: 2381.893066
	Iteration 0F: 2 clusters Score -2192337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2181685.500000 Penalty: 4763.786133
	Iteration 0F: 3 clusters Score -2181686 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2185070.500000 Penalty: 4763.786133
	Iteration 1F: 3 clusters Score -2185070 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2185560.500000 Penalty: 4763.786133
	Iteration 2F: 3 clusters Score -2185560 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2186062.250000 Penalty: 4763.786133
	Iteration 3F: 3 clusters Score -2186062 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2186586.000000 Penalty: 4763.786133
	Iteration 4F: 3 clusters Score -2186586 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2187077.250000 Penalty: 4763.786133
	Iteration 5F: 3 clusters Score -2187077 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2187502.500000 Penalty: 4763.786133
	Iteration 6F: 3 clusters Score -2187502 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2187875.000000 Penalty: 4763.786133
	Iteration 7Q: 3 clusters Score -2187875 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2188203.750000 Penalty: 4763.786133
	Iteration 8Q: 3 clusters Score -2188204 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2188517.500000 Penalty: 4763.786133
	Iteration 9Q: 3 clusters Score -2188518 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2188780.750000 Penalty: 4763.786133
	Iteration 10Q: 3 clusters Score -2188781 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2189021.750000 Penalty: 4763.786133
	Iteration 11Q: 3 clusters Score -2189022 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2189244.000000 Penalty: 4763.786133
	Iteration 12Q: 3 clusters Score -2189244 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2189431.500000 Penalty: 4763.786133
	Iteration 13Q: 3 clusters Score -2189432 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2189561.250000 Penalty: 4763.786133
	Iteration 14Q: 3 clusters Score -2189561 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2189677.750000 Penalty: 4763.786133
	Iteration 15Q: 3 clusters Score -2189678 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2189764.000000 Penalty: 4763.786133
	Iteration 16Q: 3 clusters Score -2189764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2189842.500000 Penalty: 4763.786133
	Iteration 17Q: 3 clusters Score -2189842 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2189903.250000 Penalty: 4763.786133
	Iteration 18Q: 3 clusters Score -2189903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2189941.500000 Penalty: 4763.786133
	Iteration 19Q: 3 clusters Score -2189942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2189974.750000 Penalty: 4763.786133
	Iteration 20F: 3 clusters Score -2189975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2190006.500000 Penalty: 4763.786133
	Iteration 21Q: 3 clusters Score -2190006 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2190033.500000 Penalty: 4763.786133
	Iteration 22Q: 3 clusters Score -2190034 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2190049.000000 Penalty: 4763.786133
	Iteration 23Q: 3 clusters Score -2190049 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2190063.250000 Penalty: 4763.786133
	Iteration 24Q: 3 clusters Score -2190063 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2190080.750000 Penalty: 4763.786133
	Iteration 25Q: 3 clusters Score -2190081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2190094.750000 Penalty: 4763.786133
	Iteration 26Q: 3 clusters Score -2190095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2190103.500000 Penalty: 4763.786133
	Iteration 27Q: 3 clusters Score -2190104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2190115.000000 Penalty: 4763.786133
	Iteration 28Q: 3 clusters Score -2190115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2190125.500000 Penalty: 4763.786133
	Iteration 29Q: 3 clusters Score -2190126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2190133.500000 Penalty: 4763.786133
	Iteration 30Q: 3 clusters Score -2190134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2190144.000000 Penalty: 4763.786133
	Iteration 31Q: 3 clusters Score -2190144 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2190147.250000 Penalty: 4763.786133
	Iteration 32Q: 3 clusters Score -2190147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2190146.250000 Penalty: 4763.786133
	Iteration 33Q: 3 clusters Score -2190146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2190152.500000 Penalty: 4763.786133
	Iteration 34Q: 3 clusters Score -2190152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2190158.250000 Penalty: 4763.786133
	Iteration 35Q: 3 clusters Score -2190158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2190171.500000 Penalty: 4763.786133
	Iteration 36Q: 3 clusters Score -2190172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2190176.500000 Penalty: 4763.786133
	Iteration 37Q: 3 clusters Score -2190176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2190175.000000 Penalty: 4763.786133
	Iteration 38Q: 3 clusters Score -2190175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2190180.750000 Penalty: 4763.786133
	Iteration 39Q: 3 clusters Score -2190181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2190183.250000 Penalty: 4763.786133
	Iteration 40F: 3 clusters Score -2190183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2190186.000000 Penalty: 4763.786133
	Iteration 41Q: 3 clusters Score -2190186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2190187.000000 Penalty: 4763.786133
	Iteration 42Q: 3 clusters Score -2190187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2190194.250000 Penalty: 4763.786133
	Iteration 43Q: 3 clusters Score -2190194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2190202.250000 Penalty: 4763.786133
	Iteration 44Q: 3 clusters Score -2190202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2190210.750000 Penalty: 4763.786133
	Iteration 45Q: 3 clusters Score -2190211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2190217.500000 Penalty: 4763.786133
	Iteration 46Q: 3 clusters Score -2190218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2190225.000000 Penalty: 4763.786133
	Iteration 47Q: 3 clusters Score -2190225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2190232.500000 Penalty: 4763.786133
	Iteration 48Q: 3 clusters Score -2190232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2190248.750000 Penalty: 4763.786133
	Iteration 49Q: 3 clusters Score -2190249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2190255.750000 Penalty: 4763.786133
	Iteration 50Q: 3 clusters Score -2190256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -2190270.750000 Penalty: 4763.786133
	Iteration 51Q: 3 clusters Score -2190271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2190306.500000 Penalty: 4763.786133
	Iteration 52Q: 3 clusters Score -2190306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2190328.000000 Penalty: 4763.786133
	Iteration 53Q: 3 clusters Score -2190328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2190358.000000 Penalty: 4763.786133
	Iteration 54Q: 3 clusters Score -2190358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2190387.750000 Penalty: 4763.786133
	Iteration 55Q: 3 clusters Score -2190388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2190433.500000 Penalty: 4763.786133
	Iteration 56Q: 3 clusters Score -2190434 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2190476.500000 Penalty: 4763.786133
	Iteration 57Q: 3 clusters Score -2190476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2190518.000000 Penalty: 4763.786133
	Iteration 58Q: 3 clusters Score -2190518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2190558.750000 Penalty: 4763.786133
	Iteration 59Q: 3 clusters Score -2190559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2190585.000000 Penalty: 4763.786133
	Iteration 60F: 3 clusters Score -2190585 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2190600.750000 Penalty: 4763.786133
	Iteration 61Q: 3 clusters Score -2190601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2190610.750000 Penalty: 4763.786133
	Iteration 62Q: 3 clusters Score -2190611 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2190621.750000 Penalty: 4763.786133
	Iteration 63Q: 3 clusters Score -2190622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2190643.000000 Penalty: 4763.786133
	Iteration 64Q: 3 clusters Score -2190643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2190663.500000 Penalty: 4763.786133
	Iteration 65Q: 3 clusters Score -2190664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2190679.250000 Penalty: 4763.786133
	Iteration 66Q: 3 clusters Score -2190679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2190694.500000 Penalty: 4763.786133
	Iteration 67Q: 3 clusters Score -2190694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -2190703.500000 Penalty: 4763.786133
	Iteration 68Q: 3 clusters Score -2190704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2190705.750000 Penalty: 4763.786133
	Iteration 69Q: 3 clusters Score -2190706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2190720.000000 Penalty: 4763.786133
	Iteration 70Q: 3 clusters Score -2190720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2190724.500000 Penalty: 4763.786133
	Iteration 71Q: 3 clusters Score -2190724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2190730.000000 Penalty: 4763.786133
	Iteration 72Q: 3 clusters Score -2190730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2190740.000000 Penalty: 4763.786133
	Iteration 73Q: 3 clusters Score -2190740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2190749.000000 Penalty: 4763.786133
	Iteration 74Q: 3 clusters Score -2190749 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2190758.500000 Penalty: 4763.786133
	Iteration 75Q: 3 clusters Score -2190758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2190761.500000 Penalty: 4763.786133
	Iteration 76Q: 3 clusters Score -2190762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2190763.750000 Penalty: 4763.786133
	Iteration 77Q: 3 clusters Score -2190764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2190767.000000 Penalty: 4763.786133
	Iteration 78Q: 3 clusters Score -2190767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2190769.500000 Penalty: 4763.786133
	Iteration 79Q: 3 clusters Score -2190770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -2190773.000000 Penalty: 4763.786133
	Iteration 80F: 3 clusters Score -2190773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2190775.000000 Penalty: 4763.786133
	Iteration 81Q: 3 clusters Score -2190775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2190777.000000 Penalty: 4763.786133
	Iteration 82Q: 3 clusters Score -2190777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2190777.500000 Penalty: 4763.786133
	Iteration 83Q: 3 clusters Score -2190778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2190781.000000 Penalty: 4763.786133
	Iteration 84Q: 3 clusters Score -2190781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2190783.500000 Penalty: 4763.786133
	Iteration 85Q: 3 clusters Score -2190784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2190793.750000 Penalty: 4763.786133
	Iteration 86Q: 3 clusters Score -2190794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2190791.500000 Penalty: 4763.786133
	Iteration 87Q: 3 clusters Score -2190792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2190798.750000 Penalty: 4763.786133
	Iteration 88Q: 3 clusters Score -2190799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2190793.500000 Penalty: 4763.786133
	Iteration 89Q: 3 clusters Score -2190794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2190800.750000 Penalty: 4763.786133
	Iteration 90Q: 3 clusters Score -2190801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2190798.750000 Penalty: 4763.786133
	Iteration 91Q: 3 clusters Score -2190799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2190805.750000 Penalty: 4763.786133
	Iteration 92Q: 3 clusters Score -2190806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2190809.750000 Penalty: 4763.786133
	Iteration 93Q: 3 clusters Score -2190810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2190814.750000 Penalty: 4763.786133
	Iteration 94Q: 3 clusters Score -2190815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2190809.000000 Penalty: 4763.786133
	Iteration 95Q: 3 clusters Score -2190809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -2190817.750000 Penalty: 4763.786133
	Iteration 96Q: 3 clusters Score -2190818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2190813.500000 Penalty: 4763.786133
	Iteration 97Q: 3 clusters Score -2190814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2190810.250000 Penalty: 4763.786133
	Iteration 98Q: 3 clusters Score -2190810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2190812.750000 Penalty: 4763.786133
	Iteration 99Q: 3 clusters Score -2190813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2190815.250000 Penalty: 4763.786133
	Iteration 100F: 3 clusters Score -2190815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2190818.250000 Penalty: 4763.786133
	Iteration 101Q: 3 clusters Score -2190818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2190818.000000 Penalty: 4763.786133
	Iteration 102Q: 3 clusters Score -2190818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2190822.250000 Penalty: 4763.786133
	Iteration 103Q: 3 clusters Score -2190822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2190825.250000 Penalty: 4763.786133
	Iteration 104Q: 3 clusters Score -2190825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2190824.750000 Penalty: 4763.786133
	Iteration 105Q: 3 clusters Score -2190825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2190827.250000 Penalty: 4763.786133
	Iteration 106Q: 3 clusters Score -2190827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2190826.750000 Penalty: 4763.786133
	Iteration 107Q: 3 clusters Score -2190827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2190831.500000 Penalty: 4763.786133
	Iteration 108Q: 3 clusters Score -2190832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2190830.500000 Penalty: 4763.786133
	Iteration 109Q: 3 clusters Score -2190830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2190831.250000 Penalty: 4763.786133
	Iteration 110Q: 3 clusters Score -2190831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2190833.750000 Penalty: 4763.786133
	Iteration 111Q: 3 clusters Score -2190834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2190836.250000 Penalty: 4763.786133
	Iteration 112Q: 3 clusters Score -2190836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2190838.250000 Penalty: 4763.786133
	Iteration 113Q: 3 clusters Score -2190838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2190837.750000 Penalty: 4763.786133
	Iteration 114Q: 3 clusters Score -2190838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2190838.000000 Penalty: 4763.786133
	Iteration 115Q: 3 clusters Score -2190838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2190835.750000 Penalty: 4763.786133
	Iteration 116Q: 3 clusters Score -2190836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2190836.500000 Penalty: 4763.786133
	Iteration 117Q: 3 clusters Score -2190836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2190835.750000 Penalty: 4763.786133
	Iteration 118Q: 3 clusters Score -2190836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2190833.000000 Penalty: 4763.786133
	Iteration 119Q: 3 clusters Score -2190833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2190833.500000 Penalty: 4763.786133
	Iteration 120F: 3 clusters Score -2190834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2190839.750000 Penalty: 4763.786133
	Iteration 121Q: 3 clusters Score -2190840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2190842.750000 Penalty: 4763.786133
	Iteration 122Q: 3 clusters Score -2190843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2190848.250000 Penalty: 4763.786133
	Iteration 123Q: 3 clusters Score -2190848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2190842.000000 Penalty: 4763.786133
	Iteration 124Q: 3 clusters Score -2190842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2190839.750000 Penalty: 4763.786133
	Iteration 125Q: 3 clusters Score -2190840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2190838.500000 Penalty: 4763.786133
	Iteration 126Q: 3 clusters Score -2190838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2190840.250000 Penalty: 4763.786133
	Iteration 127Q: 3 clusters Score -2190840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2190847.750000 Penalty: 4763.786133
	Iteration 128Q: 3 clusters Score -2190848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2190850.000000 Penalty: 4763.786133
	Iteration 129Q: 3 clusters Score -2190850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2190853.500000 Penalty: 4763.786133
	Iteration 130Q: 3 clusters Score -2190854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2190851.750000 Penalty: 4763.786133
	Iteration 131Q: 3 clusters Score -2190852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2190849.250000 Penalty: 4763.786133
	Iteration 132Q: 3 clusters Score -2190849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2190848.000000 Penalty: 4763.786133
	Iteration 133Q: 3 clusters Score -2190848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2190846.750000 Penalty: 4763.786133
	Iteration 134Q: 3 clusters Score -2190847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2190849.750000 Penalty: 4763.786133
	Iteration 135Q: 3 clusters Score -2190850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2190847.500000 Penalty: 4763.786133
	Iteration 136Q: 3 clusters Score -2190848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2190848.000000 Penalty: 4763.786133
	Iteration 137Q: 3 clusters Score -2190848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2190847.250000 Penalty: 4763.786133
	Iteration 138Q: 3 clusters Score -2190847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2190849.250000 Penalty: 4763.786133
	Iteration 139Q: 3 clusters Score -2190849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2190851.250000 Penalty: 4763.786133
	Iteration 140F: 3 clusters Score -2190851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2190849.500000 Penalty: 4763.786133
	Iteration 141Q: 3 clusters Score -2190850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2190854.500000 Penalty: 4763.786133
	Iteration 142Q: 3 clusters Score -2190854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2190852.250000 Penalty: 4763.786133
	Iteration 143Q: 3 clusters Score -2190852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2190852.750000 Penalty: 4763.786133
	Iteration 144Q: 3 clusters Score -2190853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2190859.500000 Penalty: 4763.786133
	Iteration 145Q: 3 clusters Score -2190860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2190861.750000 Penalty: 4763.786133
	Iteration 146Q: 3 clusters Score -2190862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2190865.000000 Penalty: 4763.786133
	Iteration 147Q: 3 clusters Score -2190865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2190871.250000 Penalty: 4763.786133
	Iteration 148Q: 3 clusters Score -2190871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2190868.500000 Penalty: 4763.786133
	Iteration 149Q: 3 clusters Score -2190868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2190870.250000 Penalty: 4763.786133
	Iteration 150Q: 3 clusters Score -2190870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2190870.500000 Penalty: 4763.786133
	Iteration 151Q: 3 clusters Score -2190870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2190870.000000 Penalty: 4763.786133
	Iteration 152Q: 3 clusters Score -2190870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -2190870.250000 Penalty: 4763.786133
	Iteration 153Q: 3 clusters Score -2190870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2190873.250000 Penalty: 4763.786133
	Iteration 154Q: 3 clusters Score -2190873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2190875.750000 Penalty: 4763.786133
	Iteration 155Q: 3 clusters Score -2190876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2190873.000000 Penalty: 4763.786133
	Iteration 156Q: 3 clusters Score -2190873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2190872.000000 Penalty: 4763.786133
	Iteration 157Q: 3 clusters Score -2190872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2190871.500000 Penalty: 4763.786133
	Iteration 158Q: 3 clusters Score -2190872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2190871.500000 Penalty: 4763.786133
	Iteration 159Q: 3 clusters Score -2190872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2190871.000000 Penalty: 4763.786133
	Iteration 160F: 3 clusters Score -2190871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2190877.750000 Penalty: 4763.786133
	Iteration 161Q: 3 clusters Score -2190878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2190876.000000 Penalty: 4763.786133
	Iteration 162Q: 3 clusters Score -2190876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2190879.250000 Penalty: 4763.786133
	Iteration 163Q: 3 clusters Score -2190879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2190885.750000 Penalty: 4763.786133
	Iteration 164Q: 3 clusters Score -2190886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2190891.250000 Penalty: 4763.786133
	Iteration 165Q: 3 clusters Score -2190891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2190890.750000 Penalty: 4763.786133
	Iteration 166Q: 3 clusters Score -2190891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2190890.250000 Penalty: 4763.786133
	Iteration 167Q: 3 clusters Score -2190890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2190889.250000 Penalty: 4763.786133
	Iteration 168Q: 3 clusters Score -2190889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2190887.000000 Penalty: 4763.786133
	Iteration 169Q: 3 clusters Score -2190887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2190886.500000 Penalty: 4763.786133
	Iteration 170Q: 3 clusters Score -2190886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2190886.000000 Penalty: 4763.786133
	Iteration 171Q: 3 clusters Score -2190886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2190887.000000 Penalty: 4763.786133
	Iteration 172Q: 3 clusters Score -2190887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2190887.000000 Penalty: 4763.786133
	Iteration 173Q: 3 clusters Score -2190887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2190892.000000 Penalty: 4763.786133
	Iteration 174Q: 3 clusters Score -2190892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2190891.250000 Penalty: 4763.786133
	Iteration 175Q: 3 clusters Score -2190891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2190889.250000 Penalty: 4763.786133
	Iteration 176Q: 3 clusters Score -2190889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2190890.250000 Penalty: 4763.786133
	Iteration 177Q: 3 clusters Score -2190890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2190888.250000 Penalty: 4763.786133
	Iteration 178Q: 3 clusters Score -2190888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2190892.000000 Penalty: 4763.786133
	Iteration 179Q: 3 clusters Score -2190892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2190893.500000 Penalty: 4763.786133
	Iteration 180F: 3 clusters Score -2190894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2190895.000000 Penalty: 4763.786133
	Iteration 181Q: 3 clusters Score -2190895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2190894.250000 Penalty: 4763.786133
	Iteration 182Q: 3 clusters Score -2190894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2190895.750000 Penalty: 4763.786133
	Iteration 183Q: 3 clusters Score -2190896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2190895.750000 Penalty: 4763.786133
	Iteration 184F: 3 clusters Score -2190896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Entering Unmasked Estep 
Score: -2391457.250000 Penalty: 2421.328125
	Iteration 0F: 2 clusters Score -2391457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2379080.250000 Penalty: 4842.656250
	Iteration 0F: 3 clusters Score -2379080 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2383430.750000 Penalty: 4842.656250
	Iteration 1F: 3 clusters Score -2383431 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2384212.500000 Penalty: 4842.656250
	Iteration 2F: 3 clusters Score -2384212 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2385038.750000 Penalty: 4842.656250
	Iteration 3F: 3 clusters Score -2385039 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2385817.500000 Penalty: 4842.656250
	Iteration 4F: 3 clusters Score -2385818 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2386562.500000 Penalty: 4842.656250
	Iteration 5F: 3 clusters Score -2386562 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2387164.750000 Penalty: 4842.656250
	Iteration 6F: 3 clusters Score -2387165 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2387654.250000 Penalty: 4842.656250
	Iteration 7Q: 3 clusters Score -2387654 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2387985.250000 Penalty: 4842.656250
	Iteration 8Q: 3 clusters Score -2387985 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2388234.250000 Penalty: 4842.656250
	Iteration 9Q: 3 clusters Score -2388234 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2388404.250000 Penalty: 4842.656250
	Iteration 10Q: 3 clusters Score -2388404 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -2388509.000000 Penalty: 4842.656250
	Iteration 11Q: 3 clusters Score -2388509 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2388607.750000 Penalty: 4842.656250
	Iteration 12Q: 3 clusters Score -2388608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2388684.500000 Penalty: 4842.656250
	Iteration 13Q: 3 clusters Score -2388684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2388744.500000 Penalty: 4842.656250
	Iteration 14Q: 3 clusters Score -2388744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2388780.500000 Penalty: 4842.656250
	Iteration 15Q: 3 clusters Score -2388780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2388838.000000 Penalty: 4842.656250
	Iteration 16Q: 3 clusters Score -2388838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2388893.250000 Penalty: 4842.656250
	Iteration 17Q: 3 clusters Score -2388893 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2388946.500000 Penalty: 4842.656250
	Iteration 18Q: 3 clusters Score -2388946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -2389003.750000 Penalty: 4842.656250
	Iteration 19Q: 3 clusters Score -2389004 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2389059.250000 Penalty: 4842.656250
	Iteration 20F: 3 clusters Score -2389059 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2389129.000000 Penalty: 4842.656250
	Iteration 21Q: 3 clusters Score -2389129 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2389193.250000 Penalty: 4842.656250
	Iteration 22Q: 3 clusters Score -2389193 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2389258.750000 Penalty: 4842.656250
	Iteration 23Q: 3 clusters Score -2389259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2389348.000000 Penalty: 4842.656250
	Iteration 24Q: 3 clusters Score -2389348 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2389460.250000 Penalty: 4842.656250
	Iteration 25Q: 3 clusters Score -2389460 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2389563.500000 Penalty: 4842.656250
	Iteration 26Q: 3 clusters Score -2389564 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2389657.750000 Penalty: 4842.656250
	Iteration 27Q: 3 clusters Score -2389658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2389763.000000 Penalty: 4842.656250
	Iteration 28Q: 3 clusters Score -2389763 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2389843.500000 Penalty: 4842.656250
	Iteration 29Q: 3 clusters Score -2389844 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2389910.750000 Penalty: 4842.656250
	Iteration 30Q: 3 clusters Score -2389911 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2389974.000000 Penalty: 4842.656250
	Iteration 31Q: 3 clusters Score -2389974 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2390036.750000 Penalty: 4842.656250
	Iteration 32Q: 3 clusters Score -2390037 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2390125.750000 Penalty: 4842.656250
	Iteration 33Q: 3 clusters Score -2390126 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2390222.500000 Penalty: 4842.656250
	Iteration 34Q: 3 clusters Score -2390222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2390323.750000 Penalty: 4842.656250
	Iteration 35Q: 3 clusters Score -2390324 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2390424.500000 Penalty: 4842.656250
	Iteration 36Q: 3 clusters Score -2390424 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2390531.250000 Penalty: 4842.656250
	Iteration 37Q: 3 clusters Score -2390531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2390594.500000 Penalty: 4842.656250
	Iteration 38Q: 3 clusters Score -2390594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2390655.250000 Penalty: 4842.656250
	Iteration 39Q: 3 clusters Score -2390655 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2390692.500000 Penalty: 4842.656250
	Iteration 40F: 3 clusters Score -2390692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2390721.250000 Penalty: 4842.656250
	Iteration 41Q: 3 clusters Score -2390721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2390737.000000 Penalty: 4842.656250
	Iteration 42Q: 3 clusters Score -2390737 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2390757.250000 Penalty: 4842.656250
	Iteration 43Q: 3 clusters Score -2390757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2390778.750000 Penalty: 4842.656250
	Iteration 44Q: 3 clusters Score -2390779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2390795.750000 Penalty: 4842.656250
	Iteration 45Q: 3 clusters Score -2390796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2390814.250000 Penalty: 4842.656250
	Iteration 46Q: 3 clusters Score -2390814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2390819.750000 Penalty: 4842.656250
	Iteration 47Q: 3 clusters Score -2390820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2390830.250000 Penalty: 4842.656250
	Iteration 48Q: 3 clusters Score -2390830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2390839.000000 Penalty: 4842.656250
	Iteration 49Q: 3 clusters Score -2390839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2390835.000000 Penalty: 4842.656250
	Iteration 50Q: 3 clusters Score -2390835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2390841.000000 Penalty: 4842.656250
	Iteration 51Q: 3 clusters Score -2390841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2390842.500000 Penalty: 4842.656250
	Iteration 52Q: 3 clusters Score -2390842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2390845.750000 Penalty: 4842.656250
	Iteration 53Q: 3 clusters Score -2390846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2390849.000000 Penalty: 4842.656250
	Iteration 54Q: 3 clusters Score -2390849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2390854.000000 Penalty: 4842.656250
	Iteration 55Q: 3 clusters Score -2390854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2390860.250000 Penalty: 4842.656250
	Iteration 56Q: 3 clusters Score -2390860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2390862.000000 Penalty: 4842.656250
	Iteration 57Q: 3 clusters Score -2390862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2390860.750000 Penalty: 4842.656250
	Iteration 58Q: 3 clusters Score -2390861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2390865.500000 Penalty: 4842.656250
	Iteration 59Q: 3 clusters Score -2390866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2390865.250000 Penalty: 4842.656250
	Iteration 60F: 3 clusters Score -2390865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2390862.750000 Penalty: 4842.656250
	Iteration 61Q: 3 clusters Score -2390863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2390863.750000 Penalty: 4842.656250
	Iteration 62Q: 3 clusters Score -2390864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2390862.250000 Penalty: 4842.656250
	Iteration 63Q: 3 clusters Score -2390862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2390862.250000 Penalty: 4842.656250
	Iteration 64F: 3 clusters Score -2390862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Entering Unmasked Estep 
Score: -271548.531250 Penalty: 1890.177856
	Iteration 0F: 2 clusters Score -271548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -268996.625000 Penalty: 3780.355713
	Iteration 0F: 3 clusters Score -268996.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269788.218750 Penalty: 3780.355713
	Iteration 1F: 3 clusters Score -269788.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -270256.656250 Penalty: 3780.355713
	Iteration 2F: 3 clusters Score -270256.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -270657.718750 Penalty: 3780.355713
	Iteration 3F: 3 clusters Score -270657.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271023.937500 Penalty: 3780.355713
	Iteration 4F: 3 clusters Score -271023.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271318.437500 Penalty: 3780.355713
	Iteration 5Q: 3 clusters Score -271318.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271641.281250 Penalty: 3780.355713
	Iteration 6F: 3 clusters Score -271641.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -272065.593750 Penalty: 3780.355713
	Iteration 7F: 3 clusters Score -272065.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -272472.312500 Penalty: 3780.355713
	Iteration 8Q: 3 clusters Score -272472.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -272716.000000 Penalty: 3780.355713
	Iteration 9Q: 3 clusters Score -272716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272760.093750 Penalty: 3780.355713
	Iteration 10Q: 3 clusters Score -272760.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -272778.625000 Penalty: 3780.355713
	Iteration 11Q: 3 clusters Score -272778.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -272787.718750 Penalty: 3780.355713
	Iteration 12Q: 3 clusters Score -272787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -272789.093750 Penalty: 3780.355713
	Iteration 13Q: 3 clusters Score -272789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -272793.187500 Penalty: 3780.355713
	Iteration 14Q: 3 clusters Score -272793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -272799.562500 Penalty: 3780.355713
	Iteration 15Q: 3 clusters Score -272799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -272812.437500 Penalty: 3780.355713
	Iteration 16Q: 3 clusters Score -272812.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -272836.593750 Penalty: 3780.355713
	Iteration 17Q: 3 clusters Score -272836.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -272847.843750 Penalty: 3780.355713
	Iteration 18Q: 3 clusters Score -272847.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -272852.812500 Penalty: 3780.355713
	Iteration 19Q: 3 clusters Score -272852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -272857.343750 Penalty: 3780.355713
	Iteration 20F: 3 clusters Score -272857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Entering Unmasked Estep 
Score: -115038640.000000 Penalty: 141616.375000
Splitting cluster 16 changes total score from -115037296.000000 to -115038640.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 17 (18209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Entering Unmasked Estep 
Score: -2668910.500000 Penalty: 2432.798584
	Iteration 0F: 2 clusters Score -2668910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2655948.750000 Penalty: 4865.597168
	Iteration 0F: 3 clusters Score -2655949 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2660256.000000 Penalty: 4865.597168
	Iteration 1F: 3 clusters Score -2660256 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2660630.000000 Penalty: 4865.597168
	Iteration 2F: 3 clusters Score -2660630 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2660939.250000 Penalty: 4865.597168
	Iteration 3Q: 3 clusters Score -2660939 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2661189.250000 Penalty: 4865.597168
	Iteration 4Q: 3 clusters Score -2661189 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2661466.000000 Penalty: 4865.597168
	Iteration 5Q: 3 clusters Score -2661466 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2661739.750000 Penalty: 4865.597168
	Iteration 6Q: 3 clusters Score -2661740 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2662002.250000 Penalty: 4865.597168
	Iteration 7Q: 3 clusters Score -2662002 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2662284.750000 Penalty: 4865.597168
	Iteration 8Q: 3 clusters Score -2662285 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2662610.000000 Penalty: 4865.597168
	Iteration 9Q: 3 clusters Score -2662610 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2663005.750000 Penalty: 4865.597168
	Iteration 10Q: 3 clusters Score -2663006 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2663505.750000 Penalty: 4865.597168
	Iteration 11Q: 3 clusters Score -2663506 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2664074.000000 Penalty: 4865.597168
	Iteration 12Q: 3 clusters Score -2664074 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2664587.500000 Penalty: 4865.597168
	Iteration 13Q: 3 clusters Score -2664588 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2665026.000000 Penalty: 4865.597168
	Iteration 14Q: 3 clusters Score -2665026 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2665369.000000 Penalty: 4865.597168
	Iteration 15Q: 3 clusters Score -2665369 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2665682.250000 Penalty: 4865.597168
	Iteration 16Q: 3 clusters Score -2665682 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2665880.250000 Penalty: 4865.597168
	Iteration 17Q: 3 clusters Score -2665880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2666020.000000 Penalty: 4865.597168
	Iteration 18Q: 3 clusters Score -2666020 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2666109.000000 Penalty: 4865.597168
	Iteration 19Q: 3 clusters Score -2666109 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2666167.000000 Penalty: 4865.597168
	Iteration 20F: 3 clusters Score -2666167 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2666212.000000 Penalty: 4865.597168
	Iteration 21Q: 3 clusters Score -2666212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2666251.750000 Penalty: 4865.597168
	Iteration 22Q: 3 clusters Score -2666252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2666272.250000 Penalty: 4865.597168
	Iteration 23Q: 3 clusters Score -2666272 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2666284.000000 Penalty: 4865.597168
	Iteration 24Q: 3 clusters Score -2666284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2666310.000000 Penalty: 4865.597168
	Iteration 25Q: 3 clusters Score -2666310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2666328.000000 Penalty: 4865.597168
	Iteration 26Q: 3 clusters Score -2666328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2666342.750000 Penalty: 4865.597168
	Iteration 27Q: 3 clusters Score -2666343 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2666350.500000 Penalty: 4865.597168
	Iteration 28Q: 3 clusters Score -2666350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2666360.250000 Penalty: 4865.597168
	Iteration 29Q: 3 clusters Score -2666360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2666378.250000 Penalty: 4865.597168
	Iteration 30Q: 3 clusters Score -2666378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2666384.500000 Penalty: 4865.597168
	Iteration 31Q: 3 clusters Score -2666384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2666401.250000 Penalty: 4865.597168
	Iteration 32Q: 3 clusters Score -2666401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2666412.250000 Penalty: 4865.597168
	Iteration 33Q: 3 clusters Score -2666412 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2666418.750000 Penalty: 4865.597168
	Iteration 34Q: 3 clusters Score -2666419 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2666431.250000 Penalty: 4865.597168
	Iteration 35Q: 3 clusters Score -2666431 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2666446.000000 Penalty: 4865.597168
	Iteration 36Q: 3 clusters Score -2666446 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2666452.500000 Penalty: 4865.597168
	Iteration 37Q: 3 clusters Score -2666452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2666460.750000 Penalty: 4865.597168
	Iteration 38Q: 3 clusters Score -2666461 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2666478.500000 Penalty: 4865.597168
	Iteration 39Q: 3 clusters Score -2666478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2666502.000000 Penalty: 4865.597168
	Iteration 40F: 3 clusters Score -2666502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2666521.250000 Penalty: 4865.597168
	Iteration 41Q: 3 clusters Score -2666521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2666534.500000 Penalty: 4865.597168
	Iteration 42Q: 3 clusters Score -2666534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2666537.000000 Penalty: 4865.597168
	Iteration 43Q: 3 clusters Score -2666537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2666541.750000 Penalty: 4865.597168
	Iteration 44Q: 3 clusters Score -2666542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2666562.250000 Penalty: 4865.597168
	Iteration 45Q: 3 clusters Score -2666562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2666576.750000 Penalty: 4865.597168
	Iteration 46Q: 3 clusters Score -2666577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2666588.750000 Penalty: 4865.597168
	Iteration 47Q: 3 clusters Score -2666589 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2666600.750000 Penalty: 4865.597168
	Iteration 48Q: 3 clusters Score -2666601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2666607.250000 Penalty: 4865.597168
	Iteration 49Q: 3 clusters Score -2666607 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2666618.500000 Penalty: 4865.597168
	Iteration 50Q: 3 clusters Score -2666618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2666629.000000 Penalty: 4865.597168
	Iteration 51Q: 3 clusters Score -2666629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2666634.250000 Penalty: 4865.597168
	Iteration 52Q: 3 clusters Score -2666634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2666641.500000 Penalty: 4865.597168
	Iteration 53Q: 3 clusters Score -2666642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2666651.750000 Penalty: 4865.597168
	Iteration 54Q: 3 clusters Score -2666652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2666654.250000 Penalty: 4865.597168
	Iteration 55Q: 3 clusters Score -2666654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2666652.750000 Penalty: 4865.597168
	Iteration 56Q: 3 clusters Score -2666653 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2666657.000000 Penalty: 4865.597168
	Iteration 57Q: 3 clusters Score -2666657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2666662.250000 Penalty: 4865.597168
	Iteration 58Q: 3 clusters Score -2666662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2666670.750000 Penalty: 4865.597168
	Iteration 59Q: 3 clusters Score -2666671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2666678.750000 Penalty: 4865.597168
	Iteration 60F: 3 clusters Score -2666679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2666694.000000 Penalty: 4865.597168
	Iteration 61Q: 3 clusters Score -2666694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2666702.250000 Penalty: 4865.597168
	Iteration 62Q: 3 clusters Score -2666702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2666711.750000 Penalty: 4865.597168
	Iteration 63Q: 3 clusters Score -2666712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2666718.250000 Penalty: 4865.597168
	Iteration 64Q: 3 clusters Score -2666718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2666722.250000 Penalty: 4865.597168
	Iteration 65Q: 3 clusters Score -2666722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2666727.500000 Penalty: 4865.597168
	Iteration 66Q: 3 clusters Score -2666728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2666736.000000 Penalty: 4865.597168
	Iteration 67Q: 3 clusters Score -2666736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2666746.000000 Penalty: 4865.597168
	Iteration 68Q: 3 clusters Score -2666746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2666752.250000 Penalty: 4865.597168
	Iteration 69Q: 3 clusters Score -2666752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2666766.750000 Penalty: 4865.597168
	Iteration 70Q: 3 clusters Score -2666767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2666776.500000 Penalty: 4865.597168
	Iteration 71Q: 3 clusters Score -2666776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2666795.500000 Penalty: 4865.597168
	Iteration 72Q: 3 clusters Score -2666796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2666805.500000 Penalty: 4865.597168
	Iteration 73Q: 3 clusters Score -2666806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2666810.250000 Penalty: 4865.597168
	Iteration 74Q: 3 clusters Score -2666810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2666817.500000 Penalty: 4865.597168
	Iteration 75Q: 3 clusters Score -2666818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2666830.000000 Penalty: 4865.597168
	Iteration 76Q: 3 clusters Score -2666830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2666834.500000 Penalty: 4865.597168
	Iteration 77Q: 3 clusters Score -2666834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2666833.500000 Penalty: 4865.597168
	Iteration 78Q: 3 clusters Score -2666834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2666841.250000 Penalty: 4865.597168
	Iteration 79Q: 3 clusters Score -2666841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2666842.250000 Penalty: 4865.597168
	Iteration 80F: 3 clusters Score -2666842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2666844.250000 Penalty: 4865.597168
	Iteration 81Q: 3 clusters Score -2666844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2666852.000000 Penalty: 4865.597168
	Iteration 82Q: 3 clusters Score -2666852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2666858.000000 Penalty: 4865.597168
	Iteration 83Q: 3 clusters Score -2666858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2666858.750000 Penalty: 4865.597168
	Iteration 84Q: 3 clusters Score -2666859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2666862.250000 Penalty: 4865.597168
	Iteration 85Q: 3 clusters Score -2666862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2666866.500000 Penalty: 4865.597168
	Iteration 86Q: 3 clusters Score -2666866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2666870.000000 Penalty: 4865.597168
	Iteration 87Q: 3 clusters Score -2666870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2666870.250000 Penalty: 4865.597168
	Iteration 88Q: 3 clusters Score -2666870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2666874.500000 Penalty: 4865.597168
	Iteration 89Q: 3 clusters Score -2666874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2666875.250000 Penalty: 4865.597168
	Iteration 90Q: 3 clusters Score -2666875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2666877.500000 Penalty: 4865.597168
	Iteration 91Q: 3 clusters Score -2666878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2666881.500000 Penalty: 4865.597168
	Iteration 92Q: 3 clusters Score -2666882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2666880.500000 Penalty: 4865.597168
	Iteration 93Q: 3 clusters Score -2666880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2666880.500000 Penalty: 4865.597168
	Iteration 94F: 3 clusters Score -2666880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1459456.375000 Penalty: 2282.821533
	Iteration 0F: 2 clusters Score -1459456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1451873.250000 Penalty: 4565.643066
	Iteration 0F: 3 clusters Score -1451873 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1454045.125000 Penalty: 4565.643066
	Iteration 1F: 3 clusters Score -1454045 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1454342.000000 Penalty: 4565.643066
	Iteration 2F: 3 clusters Score -1454342 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1454588.625000 Penalty: 4565.643066
	Iteration 3F: 3 clusters Score -1454589 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1454771.125000 Penalty: 4565.643066
	Iteration 4Q: 3 clusters Score -1454771 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1454926.375000 Penalty: 4565.643066
	Iteration 5Q: 3 clusters Score -1454926 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1455067.875000 Penalty: 4565.643066
	Iteration 6Q: 3 clusters Score -1455068 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1455205.625000 Penalty: 4565.643066
	Iteration 7Q: 3 clusters Score -1455206 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1455351.375000 Penalty: 4565.643066
	Iteration 8Q: 3 clusters Score -1455351 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1455489.625000 Penalty: 4565.643066
	Iteration 9Q: 3 clusters Score -1455490 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1455656.500000 Penalty: 4565.643066
	Iteration 10Q: 3 clusters Score -1455656 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1455835.000000 Penalty: 4565.643066
	Iteration 11Q: 3 clusters Score -1455835 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1456026.000000 Penalty: 4565.643066
	Iteration 12Q: 3 clusters Score -1456026 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1456240.000000 Penalty: 4565.643066
	Iteration 13Q: 3 clusters Score -1456240 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1456452.250000 Penalty: 4565.643066
	Iteration 14Q: 3 clusters Score -1456452 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1456642.125000 Penalty: 4565.643066
	Iteration 15Q: 3 clusters Score -1456642 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1456821.750000 Penalty: 4565.643066
	Iteration 16Q: 3 clusters Score -1456822 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1456984.125000 Penalty: 4565.643066
	Iteration 17Q: 3 clusters Score -1456984 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1457128.750000 Penalty: 4565.643066
	Iteration 18Q: 3 clusters Score -1457129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1457230.000000 Penalty: 4565.643066
	Iteration 19Q: 3 clusters Score -1457230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1457306.750000 Penalty: 4565.643066
	Iteration 20F: 3 clusters Score -1457307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1457367.500000 Penalty: 4565.643066
	Iteration 21Q: 3 clusters Score -1457368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1457400.375000 Penalty: 4565.643066
	Iteration 22Q: 3 clusters Score -1457400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1457419.875000 Penalty: 4565.643066
	Iteration 23Q: 3 clusters Score -1457420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1457430.000000 Penalty: 4565.643066
	Iteration 24Q: 3 clusters Score -1457430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1457433.125000 Penalty: 4565.643066
	Iteration 25Q: 3 clusters Score -1457433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1457446.500000 Penalty: 4565.643066
	Iteration 26Q: 3 clusters Score -1457446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1457454.875000 Penalty: 4565.643066
	Iteration 27Q: 3 clusters Score -1457455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1457461.125000 Penalty: 4565.643066
	Iteration 28Q: 3 clusters Score -1457461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1457465.000000 Penalty: 4565.643066
	Iteration 29Q: 3 clusters Score -1457465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1457467.500000 Penalty: 4565.643066
	Iteration 30Q: 3 clusters Score -1457468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1457470.500000 Penalty: 4565.643066
	Iteration 31Q: 3 clusters Score -1457470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1457472.375000 Penalty: 4565.643066
	Iteration 32Q: 3 clusters Score -1457472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1457475.375000 Penalty: 4565.643066
	Iteration 33Q: 3 clusters Score -1457475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1457477.875000 Penalty: 4565.643066
	Iteration 34Q: 3 clusters Score -1457478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1457480.375000 Penalty: 4565.643066
	Iteration 35Q: 3 clusters Score -1457480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1457483.125000 Penalty: 4565.643066
	Iteration 36Q: 3 clusters Score -1457483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1457483.875000 Penalty: 4565.643066
	Iteration 37Q: 3 clusters Score -1457484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1457483.875000 Penalty: 4565.643066
	Iteration 38F: 3 clusters Score -1457484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Entering Unmasked Estep 
Score: -11904027.000000 Penalty: 2799.360107
	Iteration 0F: 2 clusters Score -1.190403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -11850753.000000 Penalty: 5598.720215
	Iteration 0F: 3 clusters Score -1.185075e+07 nChanged 37460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -11872003.000000 Penalty: 5598.720215
	Iteration 1F: 3 clusters Score -1.1872e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -11872952.000000 Penalty: 5598.720215
	Iteration 2Q: 3 clusters Score -1.187295e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -11873907.000000 Penalty: 5598.720215
	Iteration 3Q: 3 clusters Score -1.187391e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -11874903.000000 Penalty: 5598.720215
	Iteration 4Q: 3 clusters Score -1.18749e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -11876188.000000 Penalty: 5598.720215
	Iteration 5Q: 3 clusters Score -1.187619e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -11877917.000000 Penalty: 5598.720215
	Iteration 6Q: 3 clusters Score -1.187792e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -11879829.000000 Penalty: 5598.720215
	Iteration 7Q: 3 clusters Score -1.187983e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -11882127.000000 Penalty: 5598.720215
	Iteration 8F: 3 clusters Score -1.188213e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -11884843.000000 Penalty: 5598.720215
	Iteration 9F: 3 clusters Score -1.188484e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -11887286.000000 Penalty: 5598.720215
	Iteration 10F: 3 clusters Score -1.188729e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -11889354.000000 Penalty: 5598.720215
	Iteration 11Q: 3 clusters Score -1.188935e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -11891106.000000 Penalty: 5598.720215
	Iteration 12Q: 3 clusters Score -1.189111e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -11892394.000000 Penalty: 5598.720215
	Iteration 13Q: 3 clusters Score -1.189239e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -11893558.000000 Penalty: 5598.720215
	Iteration 14Q: 3 clusters Score -1.189356e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -11894533.000000 Penalty: 5598.720215
	Iteration 15Q: 3 clusters Score -1.189453e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -11895433.000000 Penalty: 5598.720215
	Iteration 16Q: 3 clusters Score -1.189543e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67216 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -11896321.000000 Penalty: 5598.720215
	Iteration 17Q: 3 clusters Score -1.189632e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -11897132.000000 Penalty: 5598.720215
	Iteration 18Q: 3 clusters Score -1.189713e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -11897960.000000 Penalty: 5598.720215
	Iteration 19Q: 3 clusters Score -1.189796e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -11898567.000000 Penalty: 5598.720215
	Iteration 20F: 3 clusters Score -1.189857e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -11899266.000000 Penalty: 5598.720215
	Iteration 21Q: 3 clusters Score -1.189927e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73810 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -11899895.000000 Penalty: 5598.720215
	Iteration 22Q: 3 clusters Score -1.18999e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11900180.000000 Penalty: 5598.720215
	Iteration 23Q: 3 clusters Score -1.190018e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -11900502.000000 Penalty: 5598.720215
	Iteration 24Q: 3 clusters Score -1.19005e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -11900731.000000 Penalty: 5598.720215
	Iteration 25Q: 3 clusters Score -1.190073e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76262 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11900906.000000 Penalty: 5598.720215
	Iteration 26Q: 3 clusters Score -1.190091e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -11901087.000000 Penalty: 5598.720215
	Iteration 27Q: 3 clusters Score -1.190109e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76990 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -11901241.000000 Penalty: 5598.720215
	Iteration 28Q: 3 clusters Score -1.190124e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -11901340.000000 Penalty: 5598.720215
	Iteration 29Q: 3 clusters Score -1.190134e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -11901418.000000 Penalty: 5598.720215
	Iteration 30Q: 3 clusters Score -1.190142e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11901471.000000 Penalty: 5598.720215
	Iteration 31Q: 3 clusters Score -1.190147e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -11901548.000000 Penalty: 5598.720215
	Iteration 32Q: 3 clusters Score -1.190155e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11901595.000000 Penalty: 5598.720215
	Iteration 33Q: 3 clusters Score -1.19016e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11901632.000000 Penalty: 5598.720215
	Iteration 34Q: 3 clusters Score -1.190163e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11901690.000000 Penalty: 5598.720215
	Iteration 35Q: 3 clusters Score -1.190169e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -11901740.000000 Penalty: 5598.720215
	Iteration 36Q: 3 clusters Score -1.190174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11901788.000000 Penalty: 5598.720215
	Iteration 37Q: 3 clusters Score -1.190179e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11901819.000000 Penalty: 5598.720215
	Iteration 38Q: 3 clusters Score -1.190182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11901817.000000 Penalty: 5598.720215
	Iteration 39Q: 3 clusters Score -1.190182e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11901814.000000 Penalty: 5598.720215
	Iteration 40F: 3 clusters Score -1.190181e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78476 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11901830.000000 Penalty: 5598.720215
	Iteration 41Q: 3 clusters Score -1.190183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11901816.000000 Penalty: 5598.720215
	Iteration 42Q: 3 clusters Score -1.190182e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11901823.000000 Penalty: 5598.720215
	Iteration 43Q: 3 clusters Score -1.190182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11901823.000000 Penalty: 5598.720215
	Iteration 44Q: 3 clusters Score -1.190182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11901832.000000 Penalty: 5598.720215
	Iteration 45Q: 3 clusters Score -1.190183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11901828.000000 Penalty: 5598.720215
	Iteration 46Q: 3 clusters Score -1.190183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11901824.000000 Penalty: 5598.720215
	Iteration 47Q: 3 clusters Score -1.190182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -11901835.000000 Penalty: 5598.720215
	Iteration 48Q: 3 clusters Score -1.190184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -11901837.000000 Penalty: 5598.720215
	Iteration 49Q: 3 clusters Score -1.190184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78603 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11901862.000000 Penalty: 5598.720215
	Iteration 50Q: 3 clusters Score -1.190186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -11901854.000000 Penalty: 5598.720215
	Iteration 51Q: 3 clusters Score -1.190185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11901844.000000 Penalty: 5598.720215
	Iteration 52Q: 3 clusters Score -1.190184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11901855.000000 Penalty: 5598.720215
	Iteration 53Q: 3 clusters Score -1.190186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11901871.000000 Penalty: 5598.720215
	Iteration 54Q: 3 clusters Score -1.190187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11901880.000000 Penalty: 5598.720215
	Iteration 55Q: 3 clusters Score -1.190188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -11901874.000000 Penalty: 5598.720215
	Iteration 56Q: 3 clusters Score -1.190187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11901875.000000 Penalty: 5598.720215
	Iteration 57Q: 3 clusters Score -1.190188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -11901888.000000 Penalty: 5598.720215
	Iteration 58Q: 3 clusters Score -1.190189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11901895.000000 Penalty: 5598.720215
	Iteration 59Q: 3 clusters Score -1.19019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78674 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11901895.000000 Penalty: 5598.720215
	Iteration 60F: 3 clusters Score -1.19019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11901897.000000 Penalty: 5598.720215
	Iteration 61Q: 3 clusters Score -1.19019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78679 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11901905.000000 Penalty: 5598.720215
	Iteration 62Q: 3 clusters Score -1.19019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11901905.000000 Penalty: 5598.720215
	Iteration 63Q: 3 clusters Score -1.19019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -11901905.000000 Penalty: 5598.720215
	Iteration 64F: 3 clusters Score -1.19019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Entering Unmasked Estep 
Score: -1809019.250000 Penalty: 2334.230225
	Iteration 0F: 2 clusters Score -1809019 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 6036 members 
Entering Unmasked Estep 
Score: -1799973.750000 Penalty: 4668.460449
	Iteration 0F: 3 clusters Score -1799974 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1802692.125000 Penalty: 4668.460449
	Iteration 1F: 3 clusters Score -1802692 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1803108.875000 Penalty: 4668.460449
	Iteration 2F: 3 clusters Score -1803109 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1803493.000000 Penalty: 4668.460449
	Iteration 3F: 3 clusters Score -1803493 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1803936.625000 Penalty: 4668.460449
	Iteration 4F: 3 clusters Score -1803937 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1804437.125000 Penalty: 4668.460449
	Iteration 5F: 3 clusters Score -1804437 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1804997.000000 Penalty: 4668.460449
	Iteration 6F: 3 clusters Score -1804997 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1805530.000000 Penalty: 4668.460449
	Iteration 7F: 3 clusters Score -1805530 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1806012.125000 Penalty: 4668.460449
	Iteration 8F: 3 clusters Score -1806012 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1806419.375000 Penalty: 4668.460449
	Iteration 9Q: 3 clusters Score -1806419 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1806740.750000 Penalty: 4668.460449
	Iteration 10Q: 3 clusters Score -1806741 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1806990.750000 Penalty: 4668.460449
	Iteration 11Q: 3 clusters Score -1806991 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1807151.125000 Penalty: 4668.460449
	Iteration 12Q: 3 clusters Score -1807151 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1807271.625000 Penalty: 4668.460449
	Iteration 13Q: 3 clusters Score -1807272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1807371.375000 Penalty: 4668.460449
	Iteration 14Q: 3 clusters Score -1807371 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1807452.750000 Penalty: 4668.460449
	Iteration 15Q: 3 clusters Score -1807453 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1807515.250000 Penalty: 4668.460449
	Iteration 16Q: 3 clusters Score -1807515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1807589.000000 Penalty: 4668.460449
	Iteration 17Q: 3 clusters Score -1807589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1807639.250000 Penalty: 4668.460449
	Iteration 18Q: 3 clusters Score -1807639 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1807669.125000 Penalty: 4668.460449
	Iteration 19Q: 3 clusters Score -1807669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1807694.125000 Penalty: 4668.460449
	Iteration 20F: 3 clusters Score -1807694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1807701.250000 Penalty: 4668.460449
	Iteration 21Q: 3 clusters Score -1807701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1807708.250000 Penalty: 4668.460449
	Iteration 22Q: 3 clusters Score -1807708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1807713.875000 Penalty: 4668.460449
	Iteration 23Q: 3 clusters Score -1807714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1807721.250000 Penalty: 4668.460449
	Iteration 24Q: 3 clusters Score -1807721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1807722.625000 Penalty: 4668.460449
	Iteration 25Q: 3 clusters Score -1807723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1807727.125000 Penalty: 4668.460449
	Iteration 26Q: 3 clusters Score -1807727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1807731.750000 Penalty: 4668.460449
	Iteration 27Q: 3 clusters Score -1807732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1807729.750000 Penalty: 4668.460449
	Iteration 28Q: 3 clusters Score -1807730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1807732.000000 Penalty: 4668.460449
	Iteration 29Q: 3 clusters Score -1807732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1807732.000000 Penalty: 4668.460449
	Iteration 30F: 3 clusters Score -1807732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Entering Unmasked Estep 
Score: -2554813.250000 Penalty: 2434.007568
	Iteration 0F: 2 clusters Score -2554813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2541878.500000 Penalty: 4868.015137
	Iteration 0F: 3 clusters Score -2541878 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2546577.000000 Penalty: 4868.015137
	Iteration 1F: 3 clusters Score -2546577 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -2547613.000000 Penalty: 4868.015137
	Iteration 2F: 3 clusters Score -2547613 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2548676.000000 Penalty: 4868.015137
	Iteration 3F: 3 clusters Score -2548676 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2549722.500000 Penalty: 4868.015137
	Iteration 4F: 3 clusters Score -2549722 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2550544.250000 Penalty: 4868.015137
	Iteration 5F: 3 clusters Score -2550544 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2551081.750000 Penalty: 4868.015137
	Iteration 6F: 3 clusters Score -2551082 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2551419.000000 Penalty: 4868.015137
	Iteration 7Q: 3 clusters Score -2551419 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2551641.250000 Penalty: 4868.015137
	Iteration 8Q: 3 clusters Score -2551641 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2551761.250000 Penalty: 4868.015137
	Iteration 9Q: 3 clusters Score -2551761 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2551856.250000 Penalty: 4868.015137
	Iteration 10Q: 3 clusters Score -2551856 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -2551931.000000 Penalty: 4868.015137
	Iteration 11Q: 3 clusters Score -2551931 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2551994.000000 Penalty: 4868.015137
	Iteration 12Q: 3 clusters Score -2551994 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -2552040.500000 Penalty: 4868.015137
	Iteration 13Q: 3 clusters Score -2552040 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2552092.500000 Penalty: 4868.015137
	Iteration 14Q: 3 clusters Score -2552092 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2552131.000000 Penalty: 4868.015137
	Iteration 15Q: 3 clusters Score -2552131 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2552171.000000 Penalty: 4868.015137
	Iteration 16Q: 3 clusters Score -2552171 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2552222.500000 Penalty: 4868.015137
	Iteration 17Q: 3 clusters Score -2552222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2552270.250000 Penalty: 4868.015137
	Iteration 18Q: 3 clusters Score -2552270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2552338.000000 Penalty: 4868.015137
	Iteration 19Q: 3 clusters Score -2552338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2552401.750000 Penalty: 4868.015137
	Iteration 20F: 3 clusters Score -2552402 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2552481.000000 Penalty: 4868.015137
	Iteration 21Q: 3 clusters Score -2552481 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2552571.750000 Penalty: 4868.015137
	Iteration 22Q: 3 clusters Score -2552572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2552673.250000 Penalty: 4868.015137
	Iteration 23Q: 3 clusters Score -2552673 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2552791.250000 Penalty: 4868.015137
	Iteration 24Q: 3 clusters Score -2552791 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2552911.500000 Penalty: 4868.015137
	Iteration 25Q: 3 clusters Score -2552912 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2553029.000000 Penalty: 4868.015137
	Iteration 26Q: 3 clusters Score -2553029 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2553117.250000 Penalty: 4868.015137
	Iteration 27Q: 3 clusters Score -2553117 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2553209.000000 Penalty: 4868.015137
	Iteration 28Q: 3 clusters Score -2553209 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2553306.000000 Penalty: 4868.015137
	Iteration 29Q: 3 clusters Score -2553306 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2553386.000000 Penalty: 4868.015137
	Iteration 30Q: 3 clusters Score -2553386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2553469.250000 Penalty: 4868.015137
	Iteration 31Q: 3 clusters Score -2553469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2553548.000000 Penalty: 4868.015137
	Iteration 32Q: 3 clusters Score -2553548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2553610.500000 Penalty: 4868.015137
	Iteration 33Q: 3 clusters Score -2553610 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2553651.500000 Penalty: 4868.015137
	Iteration 34Q: 3 clusters Score -2553652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2553685.750000 Penalty: 4868.015137
	Iteration 35Q: 3 clusters Score -2553686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2553728.500000 Penalty: 4868.015137
	Iteration 36Q: 3 clusters Score -2553728 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2553775.500000 Penalty: 4868.015137
	Iteration 37Q: 3 clusters Score -2553776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2553813.750000 Penalty: 4868.015137
	Iteration 38Q: 3 clusters Score -2553814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2553846.250000 Penalty: 4868.015137
	Iteration 39Q: 3 clusters Score -2553846 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2553874.000000 Penalty: 4868.015137
	Iteration 40F: 3 clusters Score -2553874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2553946.500000 Penalty: 4868.015137
	Iteration 41Q: 3 clusters Score -2553946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2553998.500000 Penalty: 4868.015137
	Iteration 42Q: 3 clusters Score -2553998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2554056.500000 Penalty: 4868.015137
	Iteration 43Q: 3 clusters Score -2554056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2554101.250000 Penalty: 4868.015137
	Iteration 44Q: 3 clusters Score -2554101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2554136.750000 Penalty: 4868.015137
	Iteration 45Q: 3 clusters Score -2554137 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2554163.500000 Penalty: 4868.015137
	Iteration 46Q: 3 clusters Score -2554164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2554180.250000 Penalty: 4868.015137
	Iteration 47Q: 3 clusters Score -2554180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2554193.000000 Penalty: 4868.015137
	Iteration 48Q: 3 clusters Score -2554193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2554216.500000 Penalty: 4868.015137
	Iteration 49Q: 3 clusters Score -2554216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2554233.500000 Penalty: 4868.015137
	Iteration 50Q: 3 clusters Score -2554234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2554248.250000 Penalty: 4868.015137
	Iteration 51Q: 3 clusters Score -2554248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2554252.750000 Penalty: 4868.015137
	Iteration 52Q: 3 clusters Score -2554253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2554267.250000 Penalty: 4868.015137
	Iteration 53Q: 3 clusters Score -2554267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2554272.250000 Penalty: 4868.015137
	Iteration 54Q: 3 clusters Score -2554272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2554282.000000 Penalty: 4868.015137
	Iteration 55Q: 3 clusters Score -2554282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2554284.000000 Penalty: 4868.015137
	Iteration 56Q: 3 clusters Score -2554284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2554286.250000 Penalty: 4868.015137
	Iteration 57Q: 3 clusters Score -2554286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2554291.000000 Penalty: 4868.015137
	Iteration 58Q: 3 clusters Score -2554291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2554292.250000 Penalty: 4868.015137
	Iteration 59Q: 3 clusters Score -2554292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2554297.750000 Penalty: 4868.015137
	Iteration 60F: 3 clusters Score -2554298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2554295.750000 Penalty: 4868.015137
	Iteration 61Q: 3 clusters Score -2554296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2554296.000000 Penalty: 4868.015137
	Iteration 62Q: 3 clusters Score -2554296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2554291.750000 Penalty: 4868.015137
	Iteration 63Q: 3 clusters Score -2554292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2554298.500000 Penalty: 4868.015137
	Iteration 64Q: 3 clusters Score -2554298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2554299.750000 Penalty: 4868.015137
	Iteration 65Q: 3 clusters Score -2554300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2554297.750000 Penalty: 4868.015137
	Iteration 66Q: 3 clusters Score -2554298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2554297.000000 Penalty: 4868.015137
	Iteration 67Q: 3 clusters Score -2554297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2554299.250000 Penalty: 4868.015137
	Iteration 68Q: 3 clusters Score -2554299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2554299.250000 Penalty: 4868.015137
	Iteration 69F: 3 clusters Score -2554299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Entering Unmasked Estep 
Score: -1832814.250000 Penalty: 2335.927002
	Iteration 0F: 2 clusters Score -1832814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1823838.000000 Penalty: 4671.854004
	Iteration 0F: 3 clusters Score -1823838 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1826638.375000 Penalty: 4671.854004
	Iteration 1F: 3 clusters Score -1826638 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1827089.250000 Penalty: 4671.854004
	Iteration 2F: 3 clusters Score -1827089 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1827499.875000 Penalty: 4671.854004
	Iteration 3F: 3 clusters Score -1827500 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1827895.000000 Penalty: 4671.854004
	Iteration 4F: 3 clusters Score -1827895 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1828276.875000 Penalty: 4671.854004
	Iteration 5F: 3 clusters Score -1828277 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1828680.000000 Penalty: 4671.854004
	Iteration 6Q: 3 clusters Score -1828680 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1829137.625000 Penalty: 4671.854004
	Iteration 7Q: 3 clusters Score -1829138 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1829663.500000 Penalty: 4671.854004
	Iteration 8F: 3 clusters Score -1829664 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1830193.625000 Penalty: 4671.854004
	Iteration 9F: 3 clusters Score -1830194 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1830685.625000 Penalty: 4671.854004
	Iteration 10Q: 3 clusters Score -1830686 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1831063.750000 Penalty: 4671.854004
	Iteration 11Q: 3 clusters Score -1831064 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1831365.000000 Penalty: 4671.854004
	Iteration 12Q: 3 clusters Score -1831365 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1831565.625000 Penalty: 4671.854004
	Iteration 13Q: 3 clusters Score -1831566 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1831677.250000 Penalty: 4671.854004
	Iteration 14Q: 3 clusters Score -1831677 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1831753.875000 Penalty: 4671.854004
	Iteration 15Q: 3 clusters Score -1831754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1831802.250000 Penalty: 4671.854004
	Iteration 16Q: 3 clusters Score -1831802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1831827.375000 Penalty: 4671.854004
	Iteration 17Q: 3 clusters Score -1831827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1831836.750000 Penalty: 4671.854004
	Iteration 18Q: 3 clusters Score -1831837 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1831854.125000 Penalty: 4671.854004
	Iteration 19Q: 3 clusters Score -1831854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1831858.250000 Penalty: 4671.854004
	Iteration 20F: 3 clusters Score -1831858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1831862.375000 Penalty: 4671.854004
	Iteration 21Q: 3 clusters Score -1831862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1831861.750000 Penalty: 4671.854004
	Iteration 22Q: 3 clusters Score -1831862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1831861.750000 Penalty: 4671.854004
	Iteration 23Q: 3 clusters Score -1831862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1831867.000000 Penalty: 4671.854004
	Iteration 24Q: 3 clusters Score -1831867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1831862.875000 Penalty: 4671.854004
	Iteration 25Q: 3 clusters Score -1831863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1831864.875000 Penalty: 4671.854004
	Iteration 26Q: 3 clusters Score -1831865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1831866.375000 Penalty: 4671.854004
	Iteration 27Q: 3 clusters Score -1831866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1831864.500000 Penalty: 4671.854004
	Iteration 28Q: 3 clusters Score -1831864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1831870.375000 Penalty: 4671.854004
	Iteration 29Q: 3 clusters Score -1831870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1831867.875000 Penalty: 4671.854004
	Iteration 30Q: 3 clusters Score -1831868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1831870.000000 Penalty: 4671.854004
	Iteration 31Q: 3 clusters Score -1831870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1831870.125000 Penalty: 4671.854004
	Iteration 32Q: 3 clusters Score -1831870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1831870.375000 Penalty: 4671.854004
	Iteration 33Q: 3 clusters Score -1831870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1831874.125000 Penalty: 4671.854004
	Iteration 34Q: 3 clusters Score -1831874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1831874.500000 Penalty: 4671.854004
	Iteration 35Q: 3 clusters Score -1831874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1831874.500000 Penalty: 4671.854004
	Iteration 36F: 3 clusters Score -1831874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Entering Unmasked Estep 
Score: -247387.546875 Penalty: 1844.573242
	Iteration 0F: 2 clusters Score -247387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -245009.109375 Penalty: 3689.146484
	Iteration 0F: 3 clusters Score -245009.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245547.375000 Penalty: 3689.146484
	Iteration 1F: 3 clusters Score -245547.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -245749.796875 Penalty: 3689.146484
	Iteration 2F: 3 clusters Score -245749.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245946.218750 Penalty: 3689.146484
	Iteration 3F: 3 clusters Score -245946.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -246095.343750 Penalty: 3689.146484
	Iteration 4F: 3 clusters Score -246095.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -246242.625000 Penalty: 3689.146484
	Iteration 5F: 3 clusters Score -246242.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -246351.406250 Penalty: 3689.146484
	Iteration 6Q: 3 clusters Score -246351.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -246415.578125 Penalty: 3689.146484
	Iteration 7Q: 3 clusters Score -246415.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -246460.718750 Penalty: 3689.146484
	Iteration 8Q: 3 clusters Score -246460.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -246486.484375 Penalty: 3689.146484
	Iteration 9Q: 3 clusters Score -246486.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -246498.656250 Penalty: 3689.146484
	Iteration 10Q: 3 clusters Score -246498.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -246512.640625 Penalty: 3689.146484
	Iteration 11Q: 3 clusters Score -246512.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -246515.890625 Penalty: 3689.146484
	Iteration 12Q: 3 clusters Score -246515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -246519.296875 Penalty: 3689.146484
	Iteration 13Q: 3 clusters Score -246519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -246521.125000 Penalty: 3689.146484
	Iteration 14Q: 3 clusters Score -246521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -246522.046875 Penalty: 3689.146484
	Iteration 15Q: 3 clusters Score -246522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -246522.890625 Penalty: 3689.146484
	Iteration 16Q: 3 clusters Score -246522.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -246524.390625 Penalty: 3689.146484
	Iteration 17Q: 3 clusters Score -246524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -246525.531250 Penalty: 3689.146484
	Iteration 18Q: 3 clusters Score -246525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -246526.640625 Penalty: 3689.146484
	Iteration 19Q: 3 clusters Score -246526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -246527.765625 Penalty: 3689.146484
	Iteration 20F: 3 clusters Score -246527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -246528.609375 Penalty: 3689.146484
	Iteration 21Q: 3 clusters Score -246528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -246531.828125 Penalty: 3689.146484
	Iteration 22Q: 3 clusters Score -246531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -246532.968750 Penalty: 3689.146484
	Iteration 23Q: 3 clusters Score -246533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -246532.968750 Penalty: 3689.146484
	Iteration 24F: 3 clusters Score -246533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1636031.000000 Penalty: 2306.603516
	Iteration 0F: 2 clusters Score -1636031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1627838.875000 Penalty: 4613.207031
	Iteration 0F: 3 clusters Score -1627839 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1630373.625000 Penalty: 4613.207031
	Iteration 1F: 3 clusters Score -1630374 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1630986.375000 Penalty: 4613.207031
	Iteration 2F: 3 clusters Score -1630986 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1631446.125000 Penalty: 4613.207031
	Iteration 3F: 3 clusters Score -1631446 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1631735.750000 Penalty: 4613.207031
	Iteration 4F: 3 clusters Score -1631736 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1631942.500000 Penalty: 4613.207031
	Iteration 5Q: 3 clusters Score -1631942 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1632134.000000 Penalty: 4613.207031
	Iteration 6Q: 3 clusters Score -1632134 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1632296.250000 Penalty: 4613.207031
	Iteration 7Q: 3 clusters Score -1632296 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1632469.125000 Penalty: 4613.207031
	Iteration 8Q: 3 clusters Score -1632469 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1632664.625000 Penalty: 4613.207031
	Iteration 9Q: 3 clusters Score -1632665 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1632868.500000 Penalty: 4613.207031
	Iteration 10Q: 3 clusters Score -1632868 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1633092.000000 Penalty: 4613.207031
	Iteration 11Q: 3 clusters Score -1633092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1633301.375000 Penalty: 4613.207031
	Iteration 12Q: 3 clusters Score -1633301 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1633505.000000 Penalty: 4613.207031
	Iteration 13Q: 3 clusters Score -1633505 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1633688.750000 Penalty: 4613.207031
	Iteration 14Q: 3 clusters Score -1633689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1633862.750000 Penalty: 4613.207031
	Iteration 15Q: 3 clusters Score -1633863 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1634016.500000 Penalty: 4613.207031
	Iteration 16Q: 3 clusters Score -1634016 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1634157.500000 Penalty: 4613.207031
	Iteration 17Q: 3 clusters Score -1634158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1634268.875000 Penalty: 4613.207031
	Iteration 18Q: 3 clusters Score -1634269 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1634363.625000 Penalty: 4613.207031
	Iteration 19Q: 3 clusters Score -1634364 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1634454.375000 Penalty: 4613.207031
	Iteration 20F: 3 clusters Score -1634454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1634522.375000 Penalty: 4613.207031
	Iteration 21Q: 3 clusters Score -1634522 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1634575.125000 Penalty: 4613.207031
	Iteration 22Q: 3 clusters Score -1634575 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1634627.250000 Penalty: 4613.207031
	Iteration 23Q: 3 clusters Score -1634627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1634662.000000 Penalty: 4613.207031
	Iteration 24Q: 3 clusters Score -1634662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1634691.125000 Penalty: 4613.207031
	Iteration 25Q: 3 clusters Score -1634691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1634722.375000 Penalty: 4613.207031
	Iteration 26Q: 3 clusters Score -1634722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1634742.875000 Penalty: 4613.207031
	Iteration 27Q: 3 clusters Score -1634743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1634759.125000 Penalty: 4613.207031
	Iteration 28Q: 3 clusters Score -1634759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1634770.875000 Penalty: 4613.207031
	Iteration 29Q: 3 clusters Score -1634771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1634776.000000 Penalty: 4613.207031
	Iteration 30Q: 3 clusters Score -1634776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1634778.375000 Penalty: 4613.207031
	Iteration 31Q: 3 clusters Score -1634778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1634789.125000 Penalty: 4613.207031
	Iteration 32Q: 3 clusters Score -1634789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1634795.750000 Penalty: 4613.207031
	Iteration 33Q: 3 clusters Score -1634796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1634800.125000 Penalty: 4613.207031
	Iteration 34Q: 3 clusters Score -1634800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1634798.750000 Penalty: 4613.207031
	Iteration 35Q: 3 clusters Score -1634799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1634803.125000 Penalty: 4613.207031
	Iteration 36Q: 3 clusters Score -1634803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1634805.750000 Penalty: 4613.207031
	Iteration 37Q: 3 clusters Score -1634806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1634806.875000 Penalty: 4613.207031
	Iteration 38Q: 3 clusters Score -1634807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1634810.625000 Penalty: 4613.207031
	Iteration 39Q: 3 clusters Score -1634811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1634810.500000 Penalty: 4613.207031
	Iteration 40F: 3 clusters Score -1634810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1634811.375000 Penalty: 4613.207031
	Iteration 41Q: 3 clusters Score -1634811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1634813.250000 Penalty: 4613.207031
	Iteration 42Q: 3 clusters Score -1634813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1634816.125000 Penalty: 4613.207031
	Iteration 43Q: 3 clusters Score -1634816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1634823.000000 Penalty: 4613.207031
	Iteration 44Q: 3 clusters Score -1634823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1634823.375000 Penalty: 4613.207031
	Iteration 45Q: 3 clusters Score -1634823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1634829.000000 Penalty: 4613.207031
	Iteration 46Q: 3 clusters Score -1634829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1634832.000000 Penalty: 4613.207031
	Iteration 47Q: 3 clusters Score -1634832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1634835.625000 Penalty: 4613.207031
	Iteration 48Q: 3 clusters Score -1634836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1634839.000000 Penalty: 4613.207031
	Iteration 49Q: 3 clusters Score -1634839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1634843.875000 Penalty: 4613.207031
	Iteration 50Q: 3 clusters Score -1634844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1634845.375000 Penalty: 4613.207031
	Iteration 51Q: 3 clusters Score -1634845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1634845.250000 Penalty: 4613.207031
	Iteration 52Q: 3 clusters Score -1634845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1634850.250000 Penalty: 4613.207031
	Iteration 53Q: 3 clusters Score -1634850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1634853.375000 Penalty: 4613.207031
	Iteration 54Q: 3 clusters Score -1634853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1634858.500000 Penalty: 4613.207031
	Iteration 55Q: 3 clusters Score -1634858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1634858.500000 Penalty: 4613.207031
	Iteration 56Q: 3 clusters Score -1634858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1634861.250000 Penalty: 4613.207031
	Iteration 57Q: 3 clusters Score -1634861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1634864.000000 Penalty: 4613.207031
	Iteration 58Q: 3 clusters Score -1634864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1634864.000000 Penalty: 4613.207031
	Iteration 59F: 3 clusters Score -1634864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Entering Unmasked Estep 
Score: -157146.687500 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -157146.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -155285.781250 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -155285.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -155837.890625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -155837.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -156142.203125 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -156142.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156402.593750 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -156402.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -156579.390625 Penalty: 3540.484131
	Iteration 4F: 3 clusters Score -156579.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -156701.781250 Penalty: 3540.484131
	Iteration 5F: 3 clusters Score -156701.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156805.000000 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -156805 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -156871.937500 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -156871.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156897.546875 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -156897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -156933.437500 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -156933.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156995.375000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -156995.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157054.156250 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -157054.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -157076.765625 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -157076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157102.875000 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -157102.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157150.203125 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -157150.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157167.562500 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -157167.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -157197.703125 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -157197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -157217.343750 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -157217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157221.125000 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -157221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157222.921875 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -157222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157224.812500 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -157224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157225.859375 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -157225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -157225.859375 Penalty: 3540.484131
	Iteration 22F: 3 clusters Score -157225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 481 members 
Entering Unmasked Estep 
Score: -115037184.000000 Penalty: 144988.187500
Splitting cluster 25 changes total score from -115037296.000000 to -115037184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (31573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Entering Unmasked Estep 
Score: -4708483.000000 Penalty: 2569.294434
	Iteration 0F: 2 clusters Score -4708483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -4686865.500000 Penalty: 5138.588867
	Iteration 0F: 3 clusters Score -4686866 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4694859.000000 Penalty: 5138.588867
	Iteration 1F: 3 clusters Score -4694859 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -4695470.500000 Penalty: 5138.588867
	Iteration 2Q: 3 clusters Score -4695470 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -4696134.000000 Penalty: 5138.588867
	Iteration 3Q: 3 clusters Score -4696134 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -4696885.000000 Penalty: 5138.588867
	Iteration 4Q: 3 clusters Score -4696885 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4697590.500000 Penalty: 5138.588867
	Iteration 5Q: 3 clusters Score -4697590 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -4698162.000000 Penalty: 5138.588867
	Iteration 6Q: 3 clusters Score -4698162 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4698684.500000 Penalty: 5138.588867
	Iteration 7Q: 3 clusters Score -4698684 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4699118.000000 Penalty: 5138.588867
	Iteration 8Q: 3 clusters Score -4699118 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -4699477.500000 Penalty: 5138.588867
	Iteration 9Q: 3 clusters Score -4699478 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4699791.000000 Penalty: 5138.588867
	Iteration 10Q: 3 clusters Score -4699791 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4700143.000000 Penalty: 5138.588867
	Iteration 11Q: 3 clusters Score -4700143 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4700475.500000 Penalty: 5138.588867
	Iteration 12Q: 3 clusters Score -4700476 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4700877.000000 Penalty: 5138.588867
	Iteration 13Q: 3 clusters Score -4700877 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4701364.000000 Penalty: 5138.588867
	Iteration 14Q: 3 clusters Score -4701364 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -4701796.000000 Penalty: 5138.588867
	Iteration 15Q: 3 clusters Score -4701796 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -4702118.500000 Penalty: 5138.588867
	Iteration 16Q: 3 clusters Score -4702118 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4702380.500000 Penalty: 5138.588867
	Iteration 17Q: 3 clusters Score -4702380 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -4702590.500000 Penalty: 5138.588867
	Iteration 18Q: 3 clusters Score -4702590 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -4702766.500000 Penalty: 5138.588867
	Iteration 19Q: 3 clusters Score -4702766 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -4702962.000000 Penalty: 5138.588867
	Iteration 20F: 3 clusters Score -4702962 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4703137.500000 Penalty: 5138.588867
	Iteration 21Q: 3 clusters Score -4703138 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -4703337.000000 Penalty: 5138.588867
	Iteration 22Q: 3 clusters Score -4703337 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4703630.000000 Penalty: 5138.588867
	Iteration 23Q: 3 clusters Score -4703630 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4703946.000000 Penalty: 5138.588867
	Iteration 24Q: 3 clusters Score -4703946 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4704321.000000 Penalty: 5138.588867
	Iteration 25Q: 3 clusters Score -4704321 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4704700.000000 Penalty: 5138.588867
	Iteration 26Q: 3 clusters Score -4704700 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4705012.500000 Penalty: 5138.588867
	Iteration 27Q: 3 clusters Score -4705012 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4705280.000000 Penalty: 5138.588867
	Iteration 28Q: 3 clusters Score -4705280 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -4705488.500000 Penalty: 5138.588867
	Iteration 29Q: 3 clusters Score -4705488 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -4705649.500000 Penalty: 5138.588867
	Iteration 30Q: 3 clusters Score -4705650 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4705797.000000 Penalty: 5138.588867
	Iteration 31Q: 3 clusters Score -4705797 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4705898.500000 Penalty: 5138.588867
	Iteration 32Q: 3 clusters Score -4705898 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4705948.500000 Penalty: 5138.588867
	Iteration 33Q: 3 clusters Score -4705948 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -4706005.000000 Penalty: 5138.588867
	Iteration 34Q: 3 clusters Score -4706005 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -4706075.500000 Penalty: 5138.588867
	Iteration 35Q: 3 clusters Score -4706076 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4706134.500000 Penalty: 5138.588867
	Iteration 36Q: 3 clusters Score -4706134 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4706195.500000 Penalty: 5138.588867
	Iteration 37Q: 3 clusters Score -4706196 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4706220.500000 Penalty: 5138.588867
	Iteration 38Q: 3 clusters Score -4706220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4706252.500000 Penalty: 5138.588867
	Iteration 39Q: 3 clusters Score -4706252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4706292.500000 Penalty: 5138.588867
	Iteration 40F: 3 clusters Score -4706292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -4706341.000000 Penalty: 5138.588867
	Iteration 41Q: 3 clusters Score -4706341 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -4706390.500000 Penalty: 5138.588867
	Iteration 42Q: 3 clusters Score -4706390 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4706419.500000 Penalty: 5138.588867
	Iteration 43Q: 3 clusters Score -4706420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4706487.500000 Penalty: 5138.588867
	Iteration 44Q: 3 clusters Score -4706488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -4706563.000000 Penalty: 5138.588867
	Iteration 45Q: 3 clusters Score -4706563 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4706626.000000 Penalty: 5138.588867
	Iteration 46Q: 3 clusters Score -4706626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4706698.000000 Penalty: 5138.588867
	Iteration 47Q: 3 clusters Score -4706698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4706773.000000 Penalty: 5138.588867
	Iteration 48Q: 3 clusters Score -4706773 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4706870.000000 Penalty: 5138.588867
	Iteration 49Q: 3 clusters Score -4706870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -4706974.000000 Penalty: 5138.588867
	Iteration 50Q: 3 clusters Score -4706974 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -4707069.500000 Penalty: 5138.588867
	Iteration 51Q: 3 clusters Score -4707070 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4707205.000000 Penalty: 5138.588867
	Iteration 52Q: 3 clusters Score -4707205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4707342.500000 Penalty: 5138.588867
	Iteration 53Q: 3 clusters Score -4707342 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4707486.000000 Penalty: 5138.588867
	Iteration 54Q: 3 clusters Score -4707486 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4707597.000000 Penalty: 5138.588867
	Iteration 55Q: 3 clusters Score -4707597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -4707701.000000 Penalty: 5138.588867
	Iteration 56Q: 3 clusters Score -4707701 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4707773.500000 Penalty: 5138.588867
	Iteration 57Q: 3 clusters Score -4707774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4707820.500000 Penalty: 5138.588867
	Iteration 58Q: 3 clusters Score -4707820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -4707857.500000 Penalty: 5138.588867
	Iteration 59Q: 3 clusters Score -4707858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4707871.000000 Penalty: 5138.588867
	Iteration 60F: 3 clusters Score -4707871 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4707870.500000 Penalty: 5138.588867
	Iteration 61Q: 3 clusters Score -4707870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4707886.000000 Penalty: 5138.588867
	Iteration 62Q: 3 clusters Score -4707886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4707890.500000 Penalty: 5138.588867
	Iteration 63Q: 3 clusters Score -4707890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -4707907.000000 Penalty: 5138.588867
	Iteration 64Q: 3 clusters Score -4707907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -4707907.000000 Penalty: 5138.588867
	Iteration 65Q: 3 clusters Score -4707907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -4707914.500000 Penalty: 5138.588867
	Iteration 66Q: 3 clusters Score -4707914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4707920.500000 Penalty: 5138.588867
	Iteration 67Q: 3 clusters Score -4707920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4707922.000000 Penalty: 5138.588867
	Iteration 68Q: 3 clusters Score -4707922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4707931.000000 Penalty: 5138.588867
	Iteration 69Q: 3 clusters Score -4707931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -4707943.000000 Penalty: 5138.588867
	Iteration 70Q: 3 clusters Score -4707943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4707944.000000 Penalty: 5138.588867
	Iteration 71Q: 3 clusters Score -4707944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4707945.500000 Penalty: 5138.588867
	Iteration 72Q: 3 clusters Score -4707946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4707952.500000 Penalty: 5138.588867
	Iteration 73Q: 3 clusters Score -4707952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -4707950.000000 Penalty: 5138.588867
	Iteration 74Q: 3 clusters Score -4707950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4707960.000000 Penalty: 5138.588867
	Iteration 75Q: 3 clusters Score -4707960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4707958.000000 Penalty: 5138.588867
	Iteration 76Q: 3 clusters Score -4707958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4707959.000000 Penalty: 5138.588867
	Iteration 77Q: 3 clusters Score -4707959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4707953.000000 Penalty: 5138.588867
	Iteration 78Q: 3 clusters Score -4707953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -4707955.500000 Penalty: 5138.588867
	Iteration 79Q: 3 clusters Score -4707956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -4707952.000000 Penalty: 5138.588867
	Iteration 80F: 3 clusters Score -4707952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -4707944.000000 Penalty: 5138.588867
	Iteration 81Q: 3 clusters Score -4707944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4707945.000000 Penalty: 5138.588867
	Iteration 82Q: 3 clusters Score -4707945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4707949.500000 Penalty: 5138.588867
	Iteration 83Q: 3 clusters Score -4707950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -4707949.500000 Penalty: 5138.588867
	Iteration 84F: 3 clusters Score -4707950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Entering Unmasked Estep 
Score: -496191.125000 Penalty: 2049.753662
	Iteration 0F: 2 clusters Score -496191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -492398.062500 Penalty: 4099.507324
	Iteration 0F: 3 clusters Score -492398.1 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -493462.562500 Penalty: 4099.507324
	Iteration 1F: 3 clusters Score -493462.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -494130.968750 Penalty: 4099.507324
	Iteration 2F: 3 clusters Score -494131 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -494910.625000 Penalty: 4099.507324
	Iteration 3F: 3 clusters Score -494910.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -495384.562500 Penalty: 4099.507324
	Iteration 4F: 3 clusters Score -495384.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -495658.062500 Penalty: 4099.507324
	Iteration 5F: 3 clusters Score -495658.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -495808.000000 Penalty: 4099.507324
	Iteration 6Q: 3 clusters Score -495808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -495912.218750 Penalty: 4099.507324
	Iteration 7Q: 3 clusters Score -495912.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -495979.281250 Penalty: 4099.507324
	Iteration 8Q: 3 clusters Score -495979.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -496012.500000 Penalty: 4099.507324
	Iteration 9Q: 3 clusters Score -496012.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -496046.218750 Penalty: 4099.507324
	Iteration 10Q: 3 clusters Score -496046.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -496071.343750 Penalty: 4099.507324
	Iteration 11Q: 3 clusters Score -496071.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -496100.156250 Penalty: 4099.507324
	Iteration 12Q: 3 clusters Score -496100.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -496123.656250 Penalty: 4099.507324
	Iteration 13Q: 3 clusters Score -496123.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -496152.281250 Penalty: 4099.507324
	Iteration 14Q: 3 clusters Score -496152.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -496194.281250 Penalty: 4099.507324
	Iteration 15Q: 3 clusters Score -496194.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -496215.843750 Penalty: 4099.507324
	Iteration 16Q: 3 clusters Score -496215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -496226.375000 Penalty: 4099.507324
	Iteration 17Q: 3 clusters Score -496226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -496231.531250 Penalty: 4099.507324
	Iteration 18Q: 3 clusters Score -496231.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -496233.031250 Penalty: 4099.507324
	Iteration 19Q: 3 clusters Score -496233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -496234.312500 Penalty: 4099.507324
	Iteration 20F: 3 clusters Score -496234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -496236.312500 Penalty: 4099.507324
	Iteration 21Q: 3 clusters Score -496236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -496237.187500 Penalty: 4099.507324
	Iteration 22Q: 3 clusters Score -496237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -496238.562500 Penalty: 4099.507324
	Iteration 23Q: 3 clusters Score -496238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -496238.718750 Penalty: 4099.507324
	Iteration 24Q: 3 clusters Score -496238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -496238.718750 Penalty: 4099.507324
	Iteration 25F: 3 clusters Score -496238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 1223 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 2663 members 
Entering Unmasked Estep 
Score: -115037216.000000 Penalty: 144988.187500
Splitting cluster 27 changes total score from -115037296.000000 to -115037216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (31174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Entering Unmasked Estep 
Score: -4647502.000000 Penalty: 2566.140137
	Iteration 0F: 2 clusters Score -4647502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -4626131.500000 Penalty: 5132.280273
	Iteration 0F: 3 clusters Score -4626132 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4633709.000000 Penalty: 5132.280273
	Iteration 1F: 3 clusters Score -4633709 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -4634177.500000 Penalty: 5132.280273
	Iteration 2Q: 3 clusters Score -4634178 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4634659.500000 Penalty: 5132.280273
	Iteration 3Q: 3 clusters Score -4634660 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4635150.000000 Penalty: 5132.280273
	Iteration 4Q: 3 clusters Score -4635150 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -4635678.000000 Penalty: 5132.280273
	Iteration 5Q: 3 clusters Score -4635678 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -4636197.000000 Penalty: 5132.280273
	Iteration 6Q: 3 clusters Score -4636197 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4636750.500000 Penalty: 5132.280273
	Iteration 7Q: 3 clusters Score -4636750 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4637330.000000 Penalty: 5132.280273
	Iteration 8Q: 3 clusters Score -4637330 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4637923.000000 Penalty: 5132.280273
	Iteration 9Q: 3 clusters Score -4637923 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -4638575.000000 Penalty: 5132.280273
	Iteration 10Q: 3 clusters Score -4638575 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4639241.000000 Penalty: 5132.280273
	Iteration 11Q: 3 clusters Score -4639241 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4639920.500000 Penalty: 5132.280273
	Iteration 12Q: 3 clusters Score -4639920 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -4640504.500000 Penalty: 5132.280273
	Iteration 13Q: 3 clusters Score -4640504 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -4640909.500000 Penalty: 5132.280273
	Iteration 14Q: 3 clusters Score -4640910 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4641149.500000 Penalty: 5132.280273
	Iteration 15Q: 3 clusters Score -4641150 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4641299.000000 Penalty: 5132.280273
	Iteration 16Q: 3 clusters Score -4641299 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -4641376.500000 Penalty: 5132.280273
	Iteration 17Q: 3 clusters Score -4641376 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4641445.500000 Penalty: 5132.280273
	Iteration 18Q: 3 clusters Score -4641446 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4641511.000000 Penalty: 5132.280273
	Iteration 19Q: 3 clusters Score -4641511 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4641575.000000 Penalty: 5132.280273
	Iteration 20F: 3 clusters Score -4641575 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4641642.000000 Penalty: 5132.280273
	Iteration 21Q: 3 clusters Score -4641642 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4641707.500000 Penalty: 5132.280273
	Iteration 22Q: 3 clusters Score -4641708 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4641725.500000 Penalty: 5132.280273
	Iteration 23Q: 3 clusters Score -4641726 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4641753.500000 Penalty: 5132.280273
	Iteration 24Q: 3 clusters Score -4641754 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -4641798.000000 Penalty: 5132.280273
	Iteration 25Q: 3 clusters Score -4641798 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -4641842.000000 Penalty: 5132.280273
	Iteration 26Q: 3 clusters Score -4641842 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4641864.000000 Penalty: 5132.280273
	Iteration 27Q: 3 clusters Score -4641864 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -4641886.500000 Penalty: 5132.280273
	Iteration 28Q: 3 clusters Score -4641886 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4641906.000000 Penalty: 5132.280273
	Iteration 29Q: 3 clusters Score -4641906 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -4641970.000000 Penalty: 5132.280273
	Iteration 30Q: 3 clusters Score -4641970 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4642016.000000 Penalty: 5132.280273
	Iteration 31Q: 3 clusters Score -4642016 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -4642077.500000 Penalty: 5132.280273
	Iteration 32Q: 3 clusters Score -4642078 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -4642150.000000 Penalty: 5132.280273
	Iteration 33Q: 3 clusters Score -4642150 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4642211.500000 Penalty: 5132.280273
	Iteration 34Q: 3 clusters Score -4642212 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4642251.500000 Penalty: 5132.280273
	Iteration 35Q: 3 clusters Score -4642252 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -4642331.000000 Penalty: 5132.280273
	Iteration 36Q: 3 clusters Score -4642331 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -4642409.500000 Penalty: 5132.280273
	Iteration 37Q: 3 clusters Score -4642410 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -4642489.500000 Penalty: 5132.280273
	Iteration 38Q: 3 clusters Score -4642490 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -4642577.000000 Penalty: 5132.280273
	Iteration 39Q: 3 clusters Score -4642577 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4642650.500000 Penalty: 5132.280273
	Iteration 40F: 3 clusters Score -4642650 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4642723.500000 Penalty: 5132.280273
	Iteration 41Q: 3 clusters Score -4642724 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -4642842.000000 Penalty: 5132.280273
	Iteration 42Q: 3 clusters Score -4642842 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -4642955.500000 Penalty: 5132.280273
	Iteration 43Q: 3 clusters Score -4642956 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -4643088.000000 Penalty: 5132.280273
	Iteration 44Q: 3 clusters Score -4643088 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4643174.500000 Penalty: 5132.280273
	Iteration 45Q: 3 clusters Score -4643174 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4643280.000000 Penalty: 5132.280273
	Iteration 46Q: 3 clusters Score -4643280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4643396.000000 Penalty: 5132.280273
	Iteration 47Q: 3 clusters Score -4643396 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -4643531.500000 Penalty: 5132.280273
	Iteration 48Q: 3 clusters Score -4643532 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4643656.000000 Penalty: 5132.280273
	Iteration 49Q: 3 clusters Score -4643656 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4643784.500000 Penalty: 5132.280273
	Iteration 50Q: 3 clusters Score -4643784 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4643908.500000 Penalty: 5132.280273
	Iteration 51Q: 3 clusters Score -4643908 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4644042.000000 Penalty: 5132.280273
	Iteration 52Q: 3 clusters Score -4644042 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4644169.500000 Penalty: 5132.280273
	Iteration 53Q: 3 clusters Score -4644170 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4644277.500000 Penalty: 5132.280273
	Iteration 54Q: 3 clusters Score -4644278 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4644409.000000 Penalty: 5132.280273
	Iteration 55Q: 3 clusters Score -4644409 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4644510.500000 Penalty: 5132.280273
	Iteration 56Q: 3 clusters Score -4644510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4644593.500000 Penalty: 5132.280273
	Iteration 57Q: 3 clusters Score -4644594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4644694.000000 Penalty: 5132.280273
	Iteration 58Q: 3 clusters Score -4644694 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4644757.000000 Penalty: 5132.280273
	Iteration 59Q: 3 clusters Score -4644757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4644838.000000 Penalty: 5132.280273
	Iteration 60F: 3 clusters Score -4644838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4644887.000000 Penalty: 5132.280273
	Iteration 61Q: 3 clusters Score -4644887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4644936.500000 Penalty: 5132.280273
	Iteration 62Q: 3 clusters Score -4644936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4644970.500000 Penalty: 5132.280273
	Iteration 63Q: 3 clusters Score -4644970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4645009.500000 Penalty: 5132.280273
	Iteration 64Q: 3 clusters Score -4645010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4645055.000000 Penalty: 5132.280273
	Iteration 65Q: 3 clusters Score -4645055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4645073.000000 Penalty: 5132.280273
	Iteration 66Q: 3 clusters Score -4645073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4645112.500000 Penalty: 5132.280273
	Iteration 67Q: 3 clusters Score -4645112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4645129.500000 Penalty: 5132.280273
	Iteration 68Q: 3 clusters Score -4645130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4645148.500000 Penalty: 5132.280273
	Iteration 69Q: 3 clusters Score -4645148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4645160.000000 Penalty: 5132.280273
	Iteration 70Q: 3 clusters Score -4645160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4645170.500000 Penalty: 5132.280273
	Iteration 71Q: 3 clusters Score -4645170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4645190.000000 Penalty: 5132.280273
	Iteration 72Q: 3 clusters Score -4645190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4645204.000000 Penalty: 5132.280273
	Iteration 73Q: 3 clusters Score -4645204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4645202.500000 Penalty: 5132.280273
	Iteration 74Q: 3 clusters Score -4645202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4645214.500000 Penalty: 5132.280273
	Iteration 75Q: 3 clusters Score -4645214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4645218.000000 Penalty: 5132.280273
	Iteration 76Q: 3 clusters Score -4645218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4645218.500000 Penalty: 5132.280273
	Iteration 77Q: 3 clusters Score -4645218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4645215.000000 Penalty: 5132.280273
	Iteration 78Q: 3 clusters Score -4645215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4645220.000000 Penalty: 5132.280273
	Iteration 79Q: 3 clusters Score -4645220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4645227.500000 Penalty: 5132.280273
	Iteration 80F: 3 clusters Score -4645228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4645232.000000 Penalty: 5132.280273
	Iteration 81Q: 3 clusters Score -4645232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4645241.000000 Penalty: 5132.280273
	Iteration 82Q: 3 clusters Score -4645241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4645241.500000 Penalty: 5132.280273
	Iteration 83Q: 3 clusters Score -4645242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4645245.000000 Penalty: 5132.280273
	Iteration 84Q: 3 clusters Score -4645245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4645245.000000 Penalty: 5132.280273
	Iteration 85F: 3 clusters Score -4645245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -228819.781250 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -228819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226426.515625 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -226426.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -226845.562500 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -226845.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226963.500000 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -226963.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -227047.437500 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -227047.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -227103.812500 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -227103.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -227134.250000 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -227134.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -227164.968750 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -227165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227196.171875 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -227196.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -227234.468750 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -227234.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -227260.953125 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -227261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -227284.593750 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -227284.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -227315.234375 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -227315.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227367.406250 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -227367.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -227428.671875 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -227428.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -227490.671875 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -227490.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227554.859375 Penalty: 3657.504883
	Iteration 15Q: 3 clusters Score -227554.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -227630.203125 Penalty: 3657.504883
	Iteration 16Q: 3 clusters Score -227630.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -227697.109375 Penalty: 3657.504883
	Iteration 17Q: 3 clusters Score -227697.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -227740.812500 Penalty: 3657.504883
	Iteration 18Q: 3 clusters Score -227740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -227767.625000 Penalty: 3657.504883
	Iteration 19Q: 3 clusters Score -227767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -227787.140625 Penalty: 3657.504883
	Iteration 20F: 3 clusters Score -227787.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -227801.265625 Penalty: 3657.504883
	Iteration 21Q: 3 clusters Score -227801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -227813.625000 Penalty: 3657.504883
	Iteration 22Q: 3 clusters Score -227813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -227820.593750 Penalty: 3657.504883
	Iteration 23Q: 3 clusters Score -227820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -227825.859375 Penalty: 3657.504883
	Iteration 24Q: 3 clusters Score -227825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227830.171875 Penalty: 3657.504883
	Iteration 25Q: 3 clusters Score -227830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227836.609375 Penalty: 3657.504883
	Iteration 26Q: 3 clusters Score -227836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -227846.265625 Penalty: 3657.504883
	Iteration 27Q: 3 clusters Score -227846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -227853.281250 Penalty: 3657.504883
	Iteration 28Q: 3 clusters Score -227853.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -227857.906250 Penalty: 3657.504883
	Iteration 29Q: 3 clusters Score -227857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227862.328125 Penalty: 3657.504883
	Iteration 30Q: 3 clusters Score -227862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -227866.015625 Penalty: 3657.504883
	Iteration 31Q: 3 clusters Score -227866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -227868.906250 Penalty: 3657.504883
	Iteration 32Q: 3 clusters Score -227868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -227873.187500 Penalty: 3657.504883
	Iteration 33Q: 3 clusters Score -227873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -227880.343750 Penalty: 3657.504883
	Iteration 34Q: 3 clusters Score -227880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227882.546875 Penalty: 3657.504883
	Iteration 35Q: 3 clusters Score -227882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227882.546875 Penalty: 3657.504883
	Iteration 36F: 3 clusters Score -227882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Entering Unmasked Estep 
Score: -2059081.250000 Penalty: 2364.382324
	Iteration 0F: 2 clusters Score -2059081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2049051.750000 Penalty: 4728.764648
	Iteration 0F: 3 clusters Score -2049052 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2052177.500000 Penalty: 4728.764648
	Iteration 1F: 3 clusters Score -2052178 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2052492.250000 Penalty: 4728.764648
	Iteration 2F: 3 clusters Score -2052492 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2052754.750000 Penalty: 4728.764648
	Iteration 3Q: 3 clusters Score -2052755 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2052994.250000 Penalty: 4728.764648
	Iteration 4Q: 3 clusters Score -2052994 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2053190.125000 Penalty: 4728.764648
	Iteration 5Q: 3 clusters Score -2053190 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2053426.000000 Penalty: 4728.764648
	Iteration 6Q: 3 clusters Score -2053426 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2053732.500000 Penalty: 4728.764648
	Iteration 7Q: 3 clusters Score -2053732 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2054135.625000 Penalty: 4728.764648
	Iteration 8Q: 3 clusters Score -2054136 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2054571.375000 Penalty: 4728.764648
	Iteration 9Q: 3 clusters Score -2054571 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2055031.125000 Penalty: 4728.764648
	Iteration 10F: 3 clusters Score -2055031 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2055476.000000 Penalty: 4728.764648
	Iteration 11Q: 3 clusters Score -2055476 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2055880.125000 Penalty: 4728.764648
	Iteration 12Q: 3 clusters Score -2055880 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2056185.625000 Penalty: 4728.764648
	Iteration 13Q: 3 clusters Score -2056186 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2056393.750000 Penalty: 4728.764648
	Iteration 14Q: 3 clusters Score -2056394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2056520.250000 Penalty: 4728.764648
	Iteration 15Q: 3 clusters Score -2056520 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2056602.000000 Penalty: 4728.764648
	Iteration 16Q: 3 clusters Score -2056602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2056649.000000 Penalty: 4728.764648
	Iteration 17Q: 3 clusters Score -2056649 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2056668.750000 Penalty: 4728.764648
	Iteration 18Q: 3 clusters Score -2056669 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2056706.750000 Penalty: 4728.764648
	Iteration 19Q: 3 clusters Score -2056707 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2056730.250000 Penalty: 4728.764648
	Iteration 20F: 3 clusters Score -2056730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2056753.000000 Penalty: 4728.764648
	Iteration 21Q: 3 clusters Score -2056753 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2056772.250000 Penalty: 4728.764648
	Iteration 22Q: 3 clusters Score -2056772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2056796.000000 Penalty: 4728.764648
	Iteration 23Q: 3 clusters Score -2056796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2056813.125000 Penalty: 4728.764648
	Iteration 24Q: 3 clusters Score -2056813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2056831.000000 Penalty: 4728.764648
	Iteration 25Q: 3 clusters Score -2056831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2056847.000000 Penalty: 4728.764648
	Iteration 26Q: 3 clusters Score -2056847 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2056872.125000 Penalty: 4728.764648
	Iteration 27Q: 3 clusters Score -2056872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2056893.500000 Penalty: 4728.764648
	Iteration 28Q: 3 clusters Score -2056894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2056912.125000 Penalty: 4728.764648
	Iteration 29Q: 3 clusters Score -2056912 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2056920.750000 Penalty: 4728.764648
	Iteration 30Q: 3 clusters Score -2056921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2056932.625000 Penalty: 4728.764648
	Iteration 31Q: 3 clusters Score -2056933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2056942.875000 Penalty: 4728.764648
	Iteration 32Q: 3 clusters Score -2056943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2056951.875000 Penalty: 4728.764648
	Iteration 33Q: 3 clusters Score -2056952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2056954.125000 Penalty: 4728.764648
	Iteration 34Q: 3 clusters Score -2056954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2056960.500000 Penalty: 4728.764648
	Iteration 35Q: 3 clusters Score -2056960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2056970.875000 Penalty: 4728.764648
	Iteration 36Q: 3 clusters Score -2056971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2056979.875000 Penalty: 4728.764648
	Iteration 37Q: 3 clusters Score -2056980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2056983.375000 Penalty: 4728.764648
	Iteration 38Q: 3 clusters Score -2056983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2056990.875000 Penalty: 4728.764648
	Iteration 39Q: 3 clusters Score -2056991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2057004.750000 Penalty: 4728.764648
	Iteration 40F: 3 clusters Score -2057005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2057006.750000 Penalty: 4728.764648
	Iteration 41Q: 3 clusters Score -2057007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2057007.375000 Penalty: 4728.764648
	Iteration 42Q: 3 clusters Score -2057007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2057010.500000 Penalty: 4728.764648
	Iteration 43Q: 3 clusters Score -2057010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2057011.625000 Penalty: 4728.764648
	Iteration 44Q: 3 clusters Score -2057012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2057013.375000 Penalty: 4728.764648
	Iteration 45Q: 3 clusters Score -2057013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2057016.000000 Penalty: 4728.764648
	Iteration 46Q: 3 clusters Score -2057016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2057021.500000 Penalty: 4728.764648
	Iteration 47Q: 3 clusters Score -2057022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2057022.750000 Penalty: 4728.764648
	Iteration 48Q: 3 clusters Score -2057023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2057029.500000 Penalty: 4728.764648
	Iteration 49Q: 3 clusters Score -2057030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2057031.375000 Penalty: 4728.764648
	Iteration 50Q: 3 clusters Score -2057031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2057031.125000 Penalty: 4728.764648
	Iteration 51Q: 3 clusters Score -2057031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2057031.750000 Penalty: 4728.764648
	Iteration 52Q: 3 clusters Score -2057032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2057035.500000 Penalty: 4728.764648
	Iteration 53Q: 3 clusters Score -2057036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2057041.750000 Penalty: 4728.764648
	Iteration 54Q: 3 clusters Score -2057042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2057047.250000 Penalty: 4728.764648
	Iteration 55Q: 3 clusters Score -2057047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2057049.375000 Penalty: 4728.764648
	Iteration 56Q: 3 clusters Score -2057049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2057047.125000 Penalty: 4728.764648
	Iteration 57Q: 3 clusters Score -2057047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2057050.625000 Penalty: 4728.764648
	Iteration 58Q: 3 clusters Score -2057051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2057053.500000 Penalty: 4728.764648
	Iteration 59Q: 3 clusters Score -2057054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2057053.625000 Penalty: 4728.764648
	Iteration 60F: 3 clusters Score -2057054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2057055.875000 Penalty: 4728.764648
	Iteration 61Q: 3 clusters Score -2057056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2057056.125000 Penalty: 4728.764648
	Iteration 62Q: 3 clusters Score -2057056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2057054.125000 Penalty: 4728.764648
	Iteration 63Q: 3 clusters Score -2057054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2057053.500000 Penalty: 4728.764648
	Iteration 64Q: 3 clusters Score -2057054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2057053.500000 Penalty: 4728.764648
	Iteration 65F: 3 clusters Score -2057054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Entering Unmasked Estep 
Score: -20495.574219 Penalty: 1322.514282
	Iteration 0F: 2 clusters Score -20495.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19851.203125 Penalty: 2645.028564
	Iteration 0F: 3 clusters Score -19851.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -20328.117188 Penalty: 2645.028564
	Iteration 1F: 3 clusters Score -20328.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20615.863281 Penalty: 2645.028564
	Iteration 2Q: 3 clusters Score -20615.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20719.679688 Penalty: 2645.028564
	Iteration 3Q: 3 clusters Score -20719.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20741.574219 Penalty: 2645.028564
	Iteration 4Q: 3 clusters Score -20741.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20760.507812 Penalty: 2645.028564
	Iteration 5Q: 3 clusters Score -20760.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -20778.613281 Penalty: 2645.028564
	Iteration 6F: 3 clusters Score -20778.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20839.615234 Penalty: 2645.028564
	Iteration 7Q: 3 clusters Score -20839.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -20839.615234 Penalty: 2645.028564
	Iteration 8F: 3 clusters Score -20839.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 141 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 19672 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 66 members 
Entering Unmasked Estep 
Score: -115036968.000000 Penalty: 144988.187500
Splitting cluster 31 changes total score from -115037296.000000 to -115036968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (41683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Entering Unmasked Estep 
Score: -6216642.000000 Penalty: 2638.186523
	Iteration 0F: 2 clusters Score -6216642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -6188671.500000 Penalty: 5276.373047
	Iteration 0F: 3 clusters Score -6188672 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -6200313.000000 Penalty: 5276.373047
	Iteration 1F: 3 clusters Score -6200313 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -6202248.000000 Penalty: 5276.373047
	Iteration 2F: 3 clusters Score -6202248 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -6204223.000000 Penalty: 5276.373047
	Iteration 3F: 3 clusters Score -6204223 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -6205976.500000 Penalty: 5276.373047
	Iteration 4F: 3 clusters Score -6205976 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -6207549.500000 Penalty: 5276.373047
	Iteration 5F: 3 clusters Score -6207550 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -6208837.000000 Penalty: 5276.373047
	Iteration 6F: 3 clusters Score -6208837 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -6209796.000000 Penalty: 5276.373047
	Iteration 7Q: 3 clusters Score -6209796 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6210532.500000 Penalty: 5276.373047
	Iteration 8Q: 3 clusters Score -6210532 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -6211111.500000 Penalty: 5276.373047
	Iteration 9Q: 3 clusters Score -6211112 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -6211564.500000 Penalty: 5276.373047
	Iteration 10Q: 3 clusters Score -6211564 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6211919.000000 Penalty: 5276.373047
	Iteration 11Q: 3 clusters Score -6211919 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -6212290.500000 Penalty: 5276.373047
	Iteration 12Q: 3 clusters Score -6212290 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -6212655.500000 Penalty: 5276.373047
	Iteration 13Q: 3 clusters Score -6212656 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -6212948.500000 Penalty: 5276.373047
	Iteration 14Q: 3 clusters Score -6212948 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -6213241.000000 Penalty: 5276.373047
	Iteration 15Q: 3 clusters Score -6213241 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -6213479.500000 Penalty: 5276.373047
	Iteration 16Q: 3 clusters Score -6213480 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -6213666.500000 Penalty: 5276.373047
	Iteration 17Q: 3 clusters Score -6213666 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6213839.500000 Penalty: 5276.373047
	Iteration 18Q: 3 clusters Score -6213840 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6213938.500000 Penalty: 5276.373047
	Iteration 19Q: 3 clusters Score -6213938 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6214043.000000 Penalty: 5276.373047
	Iteration 20F: 3 clusters Score -6214043 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6214098.000000 Penalty: 5276.373047
	Iteration 21Q: 3 clusters Score -6214098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -6214167.000000 Penalty: 5276.373047
	Iteration 22Q: 3 clusters Score -6214167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6214226.500000 Penalty: 5276.373047
	Iteration 23Q: 3 clusters Score -6214226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -6214278.000000 Penalty: 5276.373047
	Iteration 24Q: 3 clusters Score -6214278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6214330.000000 Penalty: 5276.373047
	Iteration 25Q: 3 clusters Score -6214330 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -6214380.500000 Penalty: 5276.373047
	Iteration 26Q: 3 clusters Score -6214380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6214443.500000 Penalty: 5276.373047
	Iteration 27Q: 3 clusters Score -6214444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6214469.000000 Penalty: 5276.373047
	Iteration 28Q: 3 clusters Score -6214469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6214507.000000 Penalty: 5276.373047
	Iteration 29Q: 3 clusters Score -6214507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -6214557.500000 Penalty: 5276.373047
	Iteration 30Q: 3 clusters Score -6214558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6214593.500000 Penalty: 5276.373047
	Iteration 31Q: 3 clusters Score -6214594 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6214663.000000 Penalty: 5276.373047
	Iteration 32Q: 3 clusters Score -6214663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6214691.500000 Penalty: 5276.373047
	Iteration 33Q: 3 clusters Score -6214692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6214736.000000 Penalty: 5276.373047
	Iteration 34Q: 3 clusters Score -6214736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6214772.500000 Penalty: 5276.373047
	Iteration 35Q: 3 clusters Score -6214772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6214785.500000 Penalty: 5276.373047
	Iteration 36Q: 3 clusters Score -6214786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6214831.000000 Penalty: 5276.373047
	Iteration 37Q: 3 clusters Score -6214831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6214853.500000 Penalty: 5276.373047
	Iteration 38Q: 3 clusters Score -6214854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -6214871.500000 Penalty: 5276.373047
	Iteration 39Q: 3 clusters Score -6214872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6214905.500000 Penalty: 5276.373047
	Iteration 40F: 3 clusters Score -6214906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6214932.000000 Penalty: 5276.373047
	Iteration 41Q: 3 clusters Score -6214932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6214949.000000 Penalty: 5276.373047
	Iteration 42Q: 3 clusters Score -6214949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6214972.500000 Penalty: 5276.373047
	Iteration 43Q: 3 clusters Score -6214972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6214977.500000 Penalty: 5276.373047
	Iteration 44Q: 3 clusters Score -6214978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6215001.000000 Penalty: 5276.373047
	Iteration 45Q: 3 clusters Score -6215001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6215009.000000 Penalty: 5276.373047
	Iteration 46Q: 3 clusters Score -6215009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6215032.000000 Penalty: 5276.373047
	Iteration 47Q: 3 clusters Score -6215032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6215042.500000 Penalty: 5276.373047
	Iteration 48Q: 3 clusters Score -6215042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6215044.500000 Penalty: 5276.373047
	Iteration 49Q: 3 clusters Score -6215044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6215059.500000 Penalty: 5276.373047
	Iteration 50Q: 3 clusters Score -6215060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6215063.500000 Penalty: 5276.373047
	Iteration 51Q: 3 clusters Score -6215064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6215064.500000 Penalty: 5276.373047
	Iteration 52Q: 3 clusters Score -6215064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6215072.500000 Penalty: 5276.373047
	Iteration 53Q: 3 clusters Score -6215072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6215077.000000 Penalty: 5276.373047
	Iteration 54Q: 3 clusters Score -6215077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6215084.500000 Penalty: 5276.373047
	Iteration 55Q: 3 clusters Score -6215084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6215094.000000 Penalty: 5276.373047
	Iteration 56Q: 3 clusters Score -6215094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6215105.000000 Penalty: 5276.373047
	Iteration 57Q: 3 clusters Score -6215105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6215117.500000 Penalty: 5276.373047
	Iteration 58Q: 3 clusters Score -6215118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6215111.000000 Penalty: 5276.373047
	Iteration 59Q: 3 clusters Score -6215111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6215117.000000 Penalty: 5276.373047
	Iteration 60F: 3 clusters Score -6215117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6215130.000000 Penalty: 5276.373047
	Iteration 61Q: 3 clusters Score -6215130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6215124.000000 Penalty: 5276.373047
	Iteration 62Q: 3 clusters Score -6215124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6215131.500000 Penalty: 5276.373047
	Iteration 63Q: 3 clusters Score -6215132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6215132.500000 Penalty: 5276.373047
	Iteration 64Q: 3 clusters Score -6215132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6215132.500000 Penalty: 5276.373047
	Iteration 65Q: 3 clusters Score -6215132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6215133.500000 Penalty: 5276.373047
	Iteration 66Q: 3 clusters Score -6215134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6215127.000000 Penalty: 5276.373047
	Iteration 67Q: 3 clusters Score -6215127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6215136.000000 Penalty: 5276.373047
	Iteration 68Q: 3 clusters Score -6215136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6215134.500000 Penalty: 5276.373047
	Iteration 69Q: 3 clusters Score -6215134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6215134.500000 Penalty: 5276.373047
	Iteration 70F: 3 clusters Score -6215134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (12291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Entering Unmasked Estep 
Score: -1727284.125000 Penalty: 2335.322266
	Iteration 0F: 2 clusters Score -1727284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1718165.875000 Penalty: 4670.644531
	Iteration 0F: 3 clusters Score -1718166 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1721195.125000 Penalty: 4670.644531
	Iteration 1F: 3 clusters Score -1721195 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1721790.000000 Penalty: 4670.644531
	Iteration 2F: 3 clusters Score -1721790 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1722370.250000 Penalty: 4670.644531
	Iteration 3F: 3 clusters Score -1722370 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1722963.500000 Penalty: 4670.644531
	Iteration 4F: 3 clusters Score -1722964 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1723550.125000 Penalty: 4670.644531
	Iteration 5F: 3 clusters Score -1723550 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1724087.250000 Penalty: 4670.644531
	Iteration 6F: 3 clusters Score -1724087 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1724559.875000 Penalty: 4670.644531
	Iteration 7F: 3 clusters Score -1724560 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1724905.500000 Penalty: 4670.644531
	Iteration 8Q: 3 clusters Score -1724906 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1725135.000000 Penalty: 4670.644531
	Iteration 9Q: 3 clusters Score -1725135 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1725258.625000 Penalty: 4670.644531
	Iteration 10Q: 3 clusters Score -1725259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1725333.875000 Penalty: 4670.644531
	Iteration 11Q: 3 clusters Score -1725334 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1725377.625000 Penalty: 4670.644531
	Iteration 12Q: 3 clusters Score -1725378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1725404.625000 Penalty: 4670.644531
	Iteration 13Q: 3 clusters Score -1725405 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1725434.375000 Penalty: 4670.644531
	Iteration 14Q: 3 clusters Score -1725434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1725457.375000 Penalty: 4670.644531
	Iteration 15Q: 3 clusters Score -1725457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1725464.250000 Penalty: 4670.644531
	Iteration 16Q: 3 clusters Score -1725464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1725467.625000 Penalty: 4670.644531
	Iteration 17Q: 3 clusters Score -1725468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1725472.375000 Penalty: 4670.644531
	Iteration 18Q: 3 clusters Score -1725472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1725479.500000 Penalty: 4670.644531
	Iteration 19Q: 3 clusters Score -1725480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1725484.625000 Penalty: 4670.644531
	Iteration 20F: 3 clusters Score -1725485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1725487.000000 Penalty: 4670.644531
	Iteration 21Q: 3 clusters Score -1725487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1725492.500000 Penalty: 4670.644531
	Iteration 22Q: 3 clusters Score -1725492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1725494.250000 Penalty: 4670.644531
	Iteration 23Q: 3 clusters Score -1725494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1725497.000000 Penalty: 4670.644531
	Iteration 24Q: 3 clusters Score -1725497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1725498.750000 Penalty: 4670.644531
	Iteration 25Q: 3 clusters Score -1725499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1725499.000000 Penalty: 4670.644531
	Iteration 26Q: 3 clusters Score -1725499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1725503.500000 Penalty: 4670.644531
	Iteration 27Q: 3 clusters Score -1725504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1725511.000000 Penalty: 4670.644531
	Iteration 28Q: 3 clusters Score -1725511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1725506.625000 Penalty: 4670.644531
	Iteration 29Q: 3 clusters Score -1725507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1725510.500000 Penalty: 4670.644531
	Iteration 30Q: 3 clusters Score -1725510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1725513.375000 Penalty: 4670.644531
	Iteration 31Q: 3 clusters Score -1725513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1725514.125000 Penalty: 4670.644531
	Iteration 32Q: 3 clusters Score -1725514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1725512.500000 Penalty: 4670.644531
	Iteration 33Q: 3 clusters Score -1725512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1725513.125000 Penalty: 4670.644531
	Iteration 34Q: 3 clusters Score -1725513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1725515.125000 Penalty: 4670.644531
	Iteration 35Q: 3 clusters Score -1725515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1725516.000000 Penalty: 4670.644531
	Iteration 36Q: 3 clusters Score -1725516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1725520.250000 Penalty: 4670.644531
	Iteration 37Q: 3 clusters Score -1725520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1725519.125000 Penalty: 4670.644531
	Iteration 38Q: 3 clusters Score -1725519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1725519.625000 Penalty: 4670.644531
	Iteration 39Q: 3 clusters Score -1725520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1725520.250000 Penalty: 4670.644531
	Iteration 40F: 3 clusters Score -1725520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1725520.625000 Penalty: 4670.644531
	Iteration 41Q: 3 clusters Score -1725521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1725519.625000 Penalty: 4670.644531
	Iteration 42Q: 3 clusters Score -1725520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1725522.750000 Penalty: 4670.644531
	Iteration 43Q: 3 clusters Score -1725523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1725522.500000 Penalty: 4670.644531
	Iteration 44Q: 3 clusters Score -1725522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1725522.875000 Penalty: 4670.644531
	Iteration 45Q: 3 clusters Score -1725523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1725520.500000 Penalty: 4670.644531
	Iteration 46Q: 3 clusters Score -1725520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1725520.500000 Penalty: 4670.644531
	Iteration 47F: 3 clusters Score -1725520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (19672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Entering Unmasked Estep 
Score: -2695002.750000 Penalty: 2451.963867
	Iteration 0F: 2 clusters Score -2695003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2681147.750000 Penalty: 4903.927734
	Iteration 0F: 3 clusters Score -2681148 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2686306.000000 Penalty: 4903.927734
	Iteration 1F: 3 clusters Score -2686306 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2687310.000000 Penalty: 4903.927734
	Iteration 2F: 3 clusters Score -2687310 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2688333.000000 Penalty: 4903.927734
	Iteration 3F: 3 clusters Score -2688333 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2689395.750000 Penalty: 4903.927734
	Iteration 4F: 3 clusters Score -2689396 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2690380.000000 Penalty: 4903.927734
	Iteration 5F: 3 clusters Score -2690380 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2691242.250000 Penalty: 4903.927734
	Iteration 6F: 3 clusters Score -2691242 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2691875.500000 Penalty: 4903.927734
	Iteration 7F: 3 clusters Score -2691876 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2692289.500000 Penalty: 4903.927734
	Iteration 8Q: 3 clusters Score -2692290 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2692522.000000 Penalty: 4903.927734
	Iteration 9Q: 3 clusters Score -2692522 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2692666.750000 Penalty: 4903.927734
	Iteration 10Q: 3 clusters Score -2692667 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2692764.750000 Penalty: 4903.927734
	Iteration 11Q: 3 clusters Score -2692765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2692864.000000 Penalty: 4903.927734
	Iteration 12Q: 3 clusters Score -2692864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2692957.000000 Penalty: 4903.927734
	Iteration 13Q: 3 clusters Score -2692957 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2693039.750000 Penalty: 4903.927734
	Iteration 14Q: 3 clusters Score -2693040 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2693111.500000 Penalty: 4903.927734
	Iteration 15Q: 3 clusters Score -2693112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2693191.250000 Penalty: 4903.927734
	Iteration 16Q: 3 clusters Score -2693191 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2693276.250000 Penalty: 4903.927734
	Iteration 17Q: 3 clusters Score -2693276 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2693372.250000 Penalty: 4903.927734
	Iteration 18Q: 3 clusters Score -2693372 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2693453.500000 Penalty: 4903.927734
	Iteration 19Q: 3 clusters Score -2693454 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2693551.750000 Penalty: 4903.927734
	Iteration 20F: 3 clusters Score -2693552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2693657.250000 Penalty: 4903.927734
	Iteration 21Q: 3 clusters Score -2693657 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2693776.000000 Penalty: 4903.927734
	Iteration 22Q: 3 clusters Score -2693776 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -2693865.750000 Penalty: 4903.927734
	Iteration 23Q: 3 clusters Score -2693866 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2693936.500000 Penalty: 4903.927734
	Iteration 24Q: 3 clusters Score -2693936 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2694043.500000 Penalty: 4903.927734
	Iteration 25Q: 3 clusters Score -2694044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2694137.750000 Penalty: 4903.927734
	Iteration 26Q: 3 clusters Score -2694138 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2694220.750000 Penalty: 4903.927734
	Iteration 27Q: 3 clusters Score -2694221 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2694296.250000 Penalty: 4903.927734
	Iteration 28Q: 3 clusters Score -2694296 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2694360.250000 Penalty: 4903.927734
	Iteration 29Q: 3 clusters Score -2694360 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2694418.000000 Penalty: 4903.927734
	Iteration 30Q: 3 clusters Score -2694418 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2694474.000000 Penalty: 4903.927734
	Iteration 31Q: 3 clusters Score -2694474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2694531.000000 Penalty: 4903.927734
	Iteration 32Q: 3 clusters Score -2694531 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2694594.500000 Penalty: 4903.927734
	Iteration 33Q: 3 clusters Score -2694594 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2694649.500000 Penalty: 4903.927734
	Iteration 34Q: 3 clusters Score -2694650 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2694703.000000 Penalty: 4903.927734
	Iteration 35Q: 3 clusters Score -2694703 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2694740.500000 Penalty: 4903.927734
	Iteration 36Q: 3 clusters Score -2694740 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2694770.500000 Penalty: 4903.927734
	Iteration 37Q: 3 clusters Score -2694770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2694794.250000 Penalty: 4903.927734
	Iteration 38Q: 3 clusters Score -2694794 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2694818.750000 Penalty: 4903.927734
	Iteration 39Q: 3 clusters Score -2694819 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2694858.250000 Penalty: 4903.927734
	Iteration 40F: 3 clusters Score -2694858 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2694885.750000 Penalty: 4903.927734
	Iteration 41Q: 3 clusters Score -2694886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2694914.750000 Penalty: 4903.927734
	Iteration 42Q: 3 clusters Score -2694915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2694940.000000 Penalty: 4903.927734
	Iteration 43Q: 3 clusters Score -2694940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2694960.500000 Penalty: 4903.927734
	Iteration 44Q: 3 clusters Score -2694960 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2694977.500000 Penalty: 4903.927734
	Iteration 45Q: 3 clusters Score -2694978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2694981.750000 Penalty: 4903.927734
	Iteration 46Q: 3 clusters Score -2694982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2694999.250000 Penalty: 4903.927734
	Iteration 47Q: 3 clusters Score -2694999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2695009.000000 Penalty: 4903.927734
	Iteration 48Q: 3 clusters Score -2695009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2695016.500000 Penalty: 4903.927734
	Iteration 49Q: 3 clusters Score -2695016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2695034.250000 Penalty: 4903.927734
	Iteration 50Q: 3 clusters Score -2695034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2695037.750000 Penalty: 4903.927734
	Iteration 51Q: 3 clusters Score -2695038 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2695046.500000 Penalty: 4903.927734
	Iteration 52Q: 3 clusters Score -2695046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2695050.000000 Penalty: 4903.927734
	Iteration 53Q: 3 clusters Score -2695050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2695061.750000 Penalty: 4903.927734
	Iteration 54Q: 3 clusters Score -2695062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2695073.500000 Penalty: 4903.927734
	Iteration 55Q: 3 clusters Score -2695074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2695085.750000 Penalty: 4903.927734
	Iteration 56Q: 3 clusters Score -2695086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2695091.000000 Penalty: 4903.927734
	Iteration 57Q: 3 clusters Score -2695091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2695087.500000 Penalty: 4903.927734
	Iteration 58Q: 3 clusters Score -2695088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2695097.000000 Penalty: 4903.927734
	Iteration 59Q: 3 clusters Score -2695097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2695103.500000 Penalty: 4903.927734
	Iteration 60F: 3 clusters Score -2695104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2695117.000000 Penalty: 4903.927734
	Iteration 61Q: 3 clusters Score -2695117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2695122.250000 Penalty: 4903.927734
	Iteration 62Q: 3 clusters Score -2695122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2695126.000000 Penalty: 4903.927734
	Iteration 63Q: 3 clusters Score -2695126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2695137.000000 Penalty: 4903.927734
	Iteration 64Q: 3 clusters Score -2695137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2695147.000000 Penalty: 4903.927734
	Iteration 65Q: 3 clusters Score -2695147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2695148.250000 Penalty: 4903.927734
	Iteration 66Q: 3 clusters Score -2695148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2695172.250000 Penalty: 4903.927734
	Iteration 67Q: 3 clusters Score -2695172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2695184.250000 Penalty: 4903.927734
	Iteration 68Q: 3 clusters Score -2695184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2695195.250000 Penalty: 4903.927734
	Iteration 69Q: 3 clusters Score -2695195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2695200.000000 Penalty: 4903.927734
	Iteration 70Q: 3 clusters Score -2695200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2695206.750000 Penalty: 4903.927734
	Iteration 71Q: 3 clusters Score -2695207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2695206.250000 Penalty: 4903.927734
	Iteration 72Q: 3 clusters Score -2695206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2695210.750000 Penalty: 4903.927734
	Iteration 73Q: 3 clusters Score -2695211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2695214.750000 Penalty: 4903.927734
	Iteration 74Q: 3 clusters Score -2695215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -2695217.750000 Penalty: 4903.927734
	Iteration 75Q: 3 clusters Score -2695218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2695219.750000 Penalty: 4903.927734
	Iteration 76Q: 3 clusters Score -2695220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2695217.500000 Penalty: 4903.927734
	Iteration 77Q: 3 clusters Score -2695218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2695219.250000 Penalty: 4903.927734
	Iteration 78Q: 3 clusters Score -2695219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2695226.000000 Penalty: 4903.927734
	Iteration 79Q: 3 clusters Score -2695226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2695228.000000 Penalty: 4903.927734
	Iteration 80F: 3 clusters Score -2695228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -2695236.750000 Penalty: 4903.927734
	Iteration 81Q: 3 clusters Score -2695237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2695230.250000 Penalty: 4903.927734
	Iteration 82Q: 3 clusters Score -2695230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2695234.750000 Penalty: 4903.927734
	Iteration 83Q: 3 clusters Score -2695235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2695233.000000 Penalty: 4903.927734
	Iteration 84Q: 3 clusters Score -2695233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2695235.250000 Penalty: 4903.927734
	Iteration 85Q: 3 clusters Score -2695235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2695238.000000 Penalty: 4903.927734
	Iteration 86Q: 3 clusters Score -2695238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2695234.250000 Penalty: 4903.927734
	Iteration 87Q: 3 clusters Score -2695234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2695242.750000 Penalty: 4903.927734
	Iteration 88Q: 3 clusters Score -2695243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2695245.250000 Penalty: 4903.927734
	Iteration 89Q: 3 clusters Score -2695245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2695247.000000 Penalty: 4903.927734
	Iteration 90Q: 3 clusters Score -2695247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2695241.750000 Penalty: 4903.927734
	Iteration 91Q: 3 clusters Score -2695242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2695248.000000 Penalty: 4903.927734
	Iteration 92Q: 3 clusters Score -2695248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2695254.500000 Penalty: 4903.927734
	Iteration 93Q: 3 clusters Score -2695254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2695255.500000 Penalty: 4903.927734
	Iteration 94Q: 3 clusters Score -2695256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2695256.250000 Penalty: 4903.927734
	Iteration 95Q: 3 clusters Score -2695256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2695256.750000 Penalty: 4903.927734
	Iteration 96Q: 3 clusters Score -2695257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2695253.250000 Penalty: 4903.927734
	Iteration 97Q: 3 clusters Score -2695253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2695256.000000 Penalty: 4903.927734
	Iteration 98Q: 3 clusters Score -2695256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2695259.000000 Penalty: 4903.927734
	Iteration 99Q: 3 clusters Score -2695259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2695260.250000 Penalty: 4903.927734
	Iteration 100F: 3 clusters Score -2695260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2695260.750000 Penalty: 4903.927734
	Iteration 101Q: 3 clusters Score -2695261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2695260.250000 Penalty: 4903.927734
	Iteration 102Q: 3 clusters Score -2695260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2695260.250000 Penalty: 4903.927734
	Iteration 103F: 3 clusters Score -2695260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 14256 members 
Mstep: Class 35 contains 2318 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 5416 members 
Entering Unmasked Estep 
Score: -115038016.000000 Penalty: 144988.187500
Splitting cluster 34 changes total score from -115037296.000000 to -115038016.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -324181.062500 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -324181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321435.625000 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -321435.6 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -322299.968750 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -322300 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -322705.406250 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -322705.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -323050.187500 Penalty: 3843.236084
	Iteration 3F: 3 clusters Score -323050.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -323452.437500 Penalty: 3843.236084
	Iteration 4F: 3 clusters Score -323452.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -323809.406250 Penalty: 3843.236084
	Iteration 5F: 3 clusters Score -323809.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -324064.656250 Penalty: 3843.236084
	Iteration 6F: 3 clusters Score -324064.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -324247.093750 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -324247.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -324381.000000 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -324381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -324491.531250 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -324491.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -324646.718750 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -324646.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -324799.750000 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -324799.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -324963.093750 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -324963.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -325038.343750 Penalty: 3843.236084
	Iteration 13Q: 3 clusters Score -325038.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -325055.125000 Penalty: 3843.236084
	Iteration 14Q: 3 clusters Score -325055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -325059.281250 Penalty: 3843.236084
	Iteration 15Q: 3 clusters Score -325059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -325059.281250 Penalty: 3843.236084
	Iteration 16F: 3 clusters Score -325059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 14256 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 5416 members 
Mstep: Class 44 contains 1143 members 
Entering Unmasked Estep 
Score: -115037440.000000 Penalty: 148360.000000
Splitting cluster 35 changes total score from -115037296.000000 to -115037440.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 36 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -76436.359375 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -76436.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74875.882812 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -74875.88 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75221.539062 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -75221.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75360.765625 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -75360.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75478.562500 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -75478.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75550.507812 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -75550.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75599.070312 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -75599.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75641.843750 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -75641.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75682.640625 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -75682.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75715.414062 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -75715.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75723.968750 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -75723.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75723.968750 Penalty: 3183.509033
	Iteration 10F: 3 clusters Score -75723.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Entering Unmasked Estep 
Score: -939045.812500 Penalty: 2177.291992
	Iteration 0F: 2 clusters Score -939045.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -933618.375000 Penalty: 4354.583984
	Iteration 0F: 3 clusters Score -933618.4 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -935109.687500 Penalty: 4354.583984
	Iteration 1F: 3 clusters Score -935109.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -935584.500000 Penalty: 4354.583984
	Iteration 2F: 3 clusters Score -935584.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -936124.687500 Penalty: 4354.583984
	Iteration 3F: 3 clusters Score -936124.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -936690.687500 Penalty: 4354.583984
	Iteration 4F: 3 clusters Score -936690.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -937210.562500 Penalty: 4354.583984
	Iteration 5F: 3 clusters Score -937210.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -937564.687500 Penalty: 4354.583984
	Iteration 6F: 3 clusters Score -937564.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -937751.437500 Penalty: 4354.583984
	Iteration 7Q: 3 clusters Score -937751.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -937853.250000 Penalty: 4354.583984
	Iteration 8Q: 3 clusters Score -937853.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -937912.562500 Penalty: 4354.583984
	Iteration 9Q: 3 clusters Score -937912.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -937949.250000 Penalty: 4354.583984
	Iteration 10Q: 3 clusters Score -937949.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -937973.187500 Penalty: 4354.583984
	Iteration 11Q: 3 clusters Score -937973.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -937984.875000 Penalty: 4354.583984
	Iteration 12Q: 3 clusters Score -937984.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -937991.687500 Penalty: 4354.583984
	Iteration 13Q: 3 clusters Score -937991.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -937992.625000 Penalty: 4354.583984
	Iteration 14Q: 3 clusters Score -937992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -937997.687500 Penalty: 4354.583984
	Iteration 15Q: 3 clusters Score -937997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -937996.125000 Penalty: 4354.583984
	Iteration 16Q: 3 clusters Score -937996.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -937997.125000 Penalty: 4354.583984
	Iteration 17Q: 3 clusters Score -937997.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -937997.937500 Penalty: 4354.583984
	Iteration 18Q: 3 clusters Score -937997.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -937997.687500 Penalty: 4354.583984
	Iteration 19Q: 3 clusters Score -937997.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -938000.937500 Penalty: 4354.583984
	Iteration 20F: 3 clusters Score -938000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -937999.875000 Penalty: 4354.583984
	Iteration 21Q: 3 clusters Score -937999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -938001.062500 Penalty: 4354.583984
	Iteration 22Q: 3 clusters Score -938001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -938001.250000 Penalty: 4354.583984
	Iteration 23Q: 3 clusters Score -938001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -938001.625000 Penalty: 4354.583984
	Iteration 24Q: 3 clusters Score -938001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -938001.500000 Penalty: 4354.583984
	Iteration 25Q: 3 clusters Score -938001.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -938002.375000 Penalty: 4354.583984
	Iteration 26Q: 3 clusters Score -938002.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -938002.937500 Penalty: 4354.583984
	Iteration 27Q: 3 clusters Score -938002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -938002.125000 Penalty: 4354.583984
	Iteration 28Q: 3 clusters Score -938002.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -938002.125000 Penalty: 4354.583984
	Iteration 29F: 3 clusters Score -938002.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -1476841.500000 Penalty: 2280.491699
	Iteration 0F: 2 clusters Score -1476842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1469317.875000 Penalty: 4560.983398
	Iteration 0F: 3 clusters Score -1469318 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1471504.375000 Penalty: 4560.983398
	Iteration 1F: 3 clusters Score -1471504 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1471822.125000 Penalty: 4560.983398
	Iteration 2F: 3 clusters Score -1471822 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1472072.875000 Penalty: 4560.983398
	Iteration 3F: 3 clusters Score -1472073 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1472367.375000 Penalty: 4560.983398
	Iteration 4F: 3 clusters Score -1472367 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1472708.625000 Penalty: 4560.983398
	Iteration 5F: 3 clusters Score -1472709 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1473070.375000 Penalty: 4560.983398
	Iteration 6F: 3 clusters Score -1473070 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1473485.250000 Penalty: 4560.983398
	Iteration 7F: 3 clusters Score -1473485 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1473865.000000 Penalty: 4560.983398
	Iteration 8F: 3 clusters Score -1473865 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1474161.750000 Penalty: 4560.983398
	Iteration 9Q: 3 clusters Score -1474162 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1474362.125000 Penalty: 4560.983398
	Iteration 10Q: 3 clusters Score -1474362 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1474495.000000 Penalty: 4560.983398
	Iteration 11Q: 3 clusters Score -1474495 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1474589.625000 Penalty: 4560.983398
	Iteration 12Q: 3 clusters Score -1474590 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1474641.125000 Penalty: 4560.983398
	Iteration 13Q: 3 clusters Score -1474641 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1474673.875000 Penalty: 4560.983398
	Iteration 14Q: 3 clusters Score -1474674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1474696.375000 Penalty: 4560.983398
	Iteration 15Q: 3 clusters Score -1474696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1474709.875000 Penalty: 4560.983398
	Iteration 16Q: 3 clusters Score -1474710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1474722.375000 Penalty: 4560.983398
	Iteration 17Q: 3 clusters Score -1474722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1474730.750000 Penalty: 4560.983398
	Iteration 18Q: 3 clusters Score -1474731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1474738.250000 Penalty: 4560.983398
	Iteration 19Q: 3 clusters Score -1474738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1474744.875000 Penalty: 4560.983398
	Iteration 20F: 3 clusters Score -1474745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1474747.375000 Penalty: 4560.983398
	Iteration 21Q: 3 clusters Score -1474747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1474753.250000 Penalty: 4560.983398
	Iteration 22Q: 3 clusters Score -1474753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1474758.750000 Penalty: 4560.983398
	Iteration 23Q: 3 clusters Score -1474759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1474759.125000 Penalty: 4560.983398
	Iteration 24Q: 3 clusters Score -1474759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1474761.250000 Penalty: 4560.983398
	Iteration 25Q: 3 clusters Score -1474761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1474765.125000 Penalty: 4560.983398
	Iteration 26Q: 3 clusters Score -1474765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1474765.250000 Penalty: 4560.983398
	Iteration 27Q: 3 clusters Score -1474765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1474766.250000 Penalty: 4560.983398
	Iteration 28Q: 3 clusters Score -1474766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1474767.875000 Penalty: 4560.983398
	Iteration 29Q: 3 clusters Score -1474768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1474769.500000 Penalty: 4560.983398
	Iteration 30Q: 3 clusters Score -1474770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1474772.625000 Penalty: 4560.983398
	Iteration 31Q: 3 clusters Score -1474773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1474775.250000 Penalty: 4560.983398
	Iteration 32Q: 3 clusters Score -1474775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1474777.875000 Penalty: 4560.983398
	Iteration 33Q: 3 clusters Score -1474778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1474781.125000 Penalty: 4560.983398
	Iteration 34Q: 3 clusters Score -1474781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1474784.125000 Penalty: 4560.983398
	Iteration 35Q: 3 clusters Score -1474784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1474782.000000 Penalty: 4560.983398
	Iteration 36Q: 3 clusters Score -1474782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1474782.125000 Penalty: 4560.983398
	Iteration 37Q: 3 clusters Score -1474782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1474782.125000 Penalty: 4560.983398
	Iteration 38F: 3 clusters Score -1474782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -114588.265625 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -114588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112866.601562 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -112866.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113724.710938 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -113724.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114034.687500 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -114034.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -114230.406250 Penalty: 3418.750244
	Iteration 3F: 3 clusters Score -114230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -114371.343750 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -114371.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -114447.257812 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -114447.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -114505.812500 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -114505.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -114556.828125 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -114556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -114607.929688 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -114607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -114648.289062 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -114648.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114671.656250 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -114671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -114684.484375 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -114684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -114703.671875 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -114703.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114712.851562 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -114712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -114725.312500 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -114725.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -114731.273438 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -114731.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -114731.992188 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -114732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114734.304688 Penalty: 3418.750244
	Iteration 17Q: 3 clusters Score -114734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -114734.304688 Penalty: 3418.750244
	Iteration 18F: 3 clusters Score -114734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 14256 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 37 contains 10578 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 392 members 
Mstep: Class 41 contains 5001 members 
Mstep: Class 42 contains 1116 members 
Mstep: Class 43 contains 5416 members 
Mstep: Class 44 contains 1143 members 
Mstep: Class 45 contains 593 members 
Entering Unmasked Estep 
Score: -115035856.000000 Penalty: 151731.828125
Splitting cluster 40 changes total score from -115037296.000000 to -115035856.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 106862 members 
Mstep: Class 3 contains 7700 members 
Mstep: Class 4 contains 68896 members 
Mstep: Class 5 contains 61027 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13902 members 
Mstep: Class 8 contains 2867 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19192 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 98810 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 17386 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 18209 members 
Mstep: Class 18 contains 9946 members 
Mstep: Class 19 contains 79837 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 18298 members 
Mstep: Class 22 contains 12321 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 1259 members 
Mstep: Class 26 contains 31573 members 
Mstep: Class 27 contains 3886 members 
Mstep: Class 28 contains 31174 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13819 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 41683 members 
Mstep: Class 33 contains 12291 members 
Mstep: Class 34 contains 14256 members 
Mstep: Class 35 contains 1175 members 
Mstep: Class 36 contains 613 members 
Mstep: Class 38 contains 6499 members 
Mstep: Class 39 contains 9853 members 
Mstep: Class 40 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040360.000000 Penalty: 148360.000000
Iteration 119Q: 45 clusters Score -1.150404e+08 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 106627 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 69388 members 
Mstep: Class 5 contains 61010 members 
Mstep: Class 6 contains 261 members 
Mstep: Class 7 contains 13925 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 19555 members 
Mstep: Class 11 contains 2628 members 
Mstep: Class 12 contains 98825 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 15034 members 
Mstep: Class 15 contains 17373 members 
Mstep: Class 16 contains 987 members 
Mstep: Class 17 contains 18009 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 79925 members 
Mstep: Class 20 contains 12169 members 
Mstep: Class 21 contains 18274 members 
Mstep: Class 22 contains 12283 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10955 members 
Mstep: Class 25 contains 1198 members 
Mstep: Class 26 contains 31572 members 
Mstep: Class 27 contains 3928 members 
Mstep: Class 28 contains 31246 members 
Mstep: Class 29 contains 1594 members 
Mstep: Class 30 contains 13823 members 
Mstep: Class 31 contains 206 members 
Mstep: Class 32 contains 41276 members 
Mstep: Class 33 contains 12153 members 
Mstep: Class 34 contains 14778 members 
Mstep: Class 35 contains 1343 members 
Mstep: Class 36 contains 611 members 
Mstep: Class 37 contains 10147 members 
Mstep: Class 38 contains 6503 members 
Mstep: Class 39 contains 9859 members 
Mstep: Class 40 contains 953 members 
Mstep: Class 41 contains 4784 members 
Mstep: Class 42 contains 1105 members 
Mstep: Class 43 contains 5167 members 
Mstep: Class 44 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043616.000000 Penalty: 148360.000000
Iteration 120F: 45 clusters Score -1.150436e+08 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 106394 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69422 members 
Mstep: Class 5 contains 60969 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13634 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 13736 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 2709 members 
Mstep: Class 12 contains 98760 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 1011 members 
Mstep: Class 17 contains 17839 members 
Mstep: Class 18 contains 9911 members 
Mstep: Class 19 contains 79905 members 
Mstep: Class 20 contains 12127 members 
Mstep: Class 21 contains 18229 members 
Mstep: Class 22 contains 12236 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 31569 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 31269 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 13801 members 
Mstep: Class 31 contains 206 members 
Mstep: Class 32 contains 40936 members 
Mstep: Class 33 contains 11893 members 
Mstep: Class 34 contains 15272 members 
Mstep: Class 35 contains 1415 members 
Mstep: Class 36 contains 592 members 
Mstep: Class 37 contains 10461 members 
Mstep: Class 38 contains 6401 members 
Mstep: Class 39 contains 9837 members 
Mstep: Class 40 contains 931 members 
Mstep: Class 41 contains 5239 members 
Mstep: Class 42 contains 1119 members 
Mstep: Class 43 contains 5726 members 
Mstep: Class 44 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044888.000000 Penalty: 148360.000000
Iteration 121Q: 45 clusters Score -1.150449e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 106139 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69459 members 
Mstep: Class 5 contains 60895 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13403 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 19998 members 
Mstep: Class 11 contains 2775 members 
Mstep: Class 12 contains 98657 members 
Mstep: Class 13 contains 6231 members 
Mstep: Class 14 contains 14666 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 17715 members 
Mstep: Class 18 contains 9894 members 
Mstep: Class 19 contains 79915 members 
Mstep: Class 20 contains 12089 members 
Mstep: Class 21 contains 18234 members 
Mstep: Class 22 contains 12193 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10943 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 31556 members 
Mstep: Class 27 contains 3892 members 
Mstep: Class 28 contains 31267 members 
Mstep: Class 29 contains 1546 members 
Mstep: Class 30 contains 13769 members 
Mstep: Class 31 contains 204 members 
Mstep: Class 32 contains 40689 members 
Mstep: Class 33 contains 11704 members 
Mstep: Class 34 contains 15698 members 
Mstep: Class 35 contains 1462 members 
Mstep: Class 36 contains 586 members 
Mstep: Class 37 contains 10674 members 
Mstep: Class 38 contains 6343 members 
Mstep: Class 39 contains 9818 members 
Mstep: Class 40 contains 927 members 
Mstep: Class 41 contains 5558 members 
Mstep: Class 42 contains 1125 members 
Mstep: Class 43 contains 6193 members 
Mstep: Class 44 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045968.000000 Penalty: 148360.000000
Iteration 122Q: 45 clusters Score -1.15046e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 105883 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 69479 members 
Mstep: Class 5 contains 60839 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13199 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 20184 members 
Mstep: Class 11 contains 2843 members 
Mstep: Class 12 contains 98565 members 
Mstep: Class 13 contains 6184 members 
Mstep: Class 14 contains 14536 members 
Mstep: Class 15 contains 17159 members 
Mstep: Class 16 contains 1026 members 
Mstep: Class 17 contains 17634 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 79926 members 
Mstep: Class 20 contains 12061 members 
Mstep: Class 21 contains 18228 members 
Mstep: Class 22 contains 12155 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 10931 members 
Mstep: Class 25 contains 1114 members 
Mstep: Class 26 contains 31535 members 
Mstep: Class 27 contains 3878 members 
Mstep: Class 28 contains 31268 members 
Mstep: Class 29 contains 1533 members 
Mstep: Class 30 contains 13739 members 
Mstep: Class 31 contains 204 members 
Mstep: Class 32 contains 40470 members 
Mstep: Class 33 contains 11565 members 
Mstep: Class 34 contains 16049 members 
Mstep: Class 35 contains 1492 members 
Mstep: Class 36 contains 582 members 
Mstep: Class 37 contains 10907 members 
Mstep: Class 38 contains 6293 members 
Mstep: Class 39 contains 9807 members 
Mstep: Class 40 contains 924 members 
Mstep: Class 41 contains 5791 members 
Mstep: Class 42 contains 1127 members 
Mstep: Class 43 contains 6585 members 
Mstep: Class 44 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046632.000000 Penalty: 148360.000000
Iteration 123Q: 45 clusters Score -1.150466e+08 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 105639 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 69527 members 
Mstep: Class 5 contains 60806 members 
Mstep: Class 6 contains 258 members 
Mstep: Class 7 contains 13006 members 
Mstep: Class 8 contains 2891 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 20358 members 
Mstep: Class 11 contains 2891 members 
Mstep: Class 12 contains 98459 members 
Mstep: Class 13 contains 6153 members 
Mstep: Class 14 contains 14444 members 
Mstep: Class 15 contains 17121 members 
Mstep: Class 16 contains 1030 members 
Mstep: Class 17 contains 17588 members 
Mstep: Class 18 contains 9918 members 
Mstep: Class 19 contains 79895 members 
Mstep: Class 20 contains 12041 members 
Mstep: Class 21 contains 18223 members 
Mstep: Class 22 contains 12124 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 10924 members 
Mstep: Class 25 contains 1091 members 
Mstep: Class 26 contains 31509 members 
Mstep: Class 27 contains 3864 members 
Mstep: Class 28 contains 31259 members 
Mstep: Class 29 contains 1519 members 
Mstep: Class 30 contains 13721 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 40302 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 16329 members 
Mstep: Class 35 contains 1502 members 
Mstep: Class 36 contains 579 members 
Mstep: Class 37 contains 11117 members 
Mstep: Class 38 contains 6257 members 
Mstep: Class 39 contains 9802 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 5968 members 
Mstep: Class 42 contains 1130 members 
Mstep: Class 43 contains 6930 members 
Mstep: Class 44 contains 1144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047456.000000 Penalty: 148360.000000
Iteration 124Q: 45 clusters Score -1.150475e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 105423 members 
Mstep: Class 3 contains 7698 members 
Mstep: Class 4 contains 69619 members 
Mstep: Class 5 contains 60763 members 
Mstep: Class 6 contains 257 members 
Mstep: Class 7 contains 12852 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 2946 members 
Mstep: Class 12 contains 98350 members 
Mstep: Class 13 contains 6125 members 
Mstep: Class 14 contains 14377 members 
Mstep: Class 15 contains 17088 members 
Mstep: Class 16 contains 1036 members 
Mstep: Class 17 contains 17568 members 
Mstep: Class 18 contains 9949 members 
Mstep: Class 19 contains 79867 members 
Mstep: Class 20 contains 12032 members 
Mstep: Class 21 contains 18232 members 
Mstep: Class 22 contains 12103 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10914 members 
Mstep: Class 25 contains 1074 members 
Mstep: Class 26 contains 31479 members 
Mstep: Class 27 contains 3861 members 
Mstep: Class 28 contains 31223 members 
Mstep: Class 29 contains 1515 members 
Mstep: Class 30 contains 13708 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 40151 members 
Mstep: Class 33 contains 11364 members 
Mstep: Class 34 contains 16548 members 
Mstep: Class 35 contains 1507 members 
Mstep: Class 36 contains 577 members 
Mstep: Class 37 contains 11286 members 
Mstep: Class 38 contains 6237 members 
Mstep: Class 39 contains 9793 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 6086 members 
Mstep: Class 42 contains 1131 members 
Mstep: Class 43 contains 7220 members 
Mstep: Class 44 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047616.000000 Penalty: 148360.000000
Iteration 125Q: 45 clusters Score -1.150476e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 105225 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 69724 members 
Mstep: Class 5 contains 60723 members 
Mstep: Class 6 contains 255 members 
Mstep: Class 7 contains 12733 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 13722 members 
Mstep: Class 10 contains 20595 members 
Mstep: Class 11 contains 3012 members 
Mstep: Class 12 contains 98237 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 14322 members 
Mstep: Class 15 contains 17055 members 
Mstep: Class 16 contains 1042 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 79844 members 
Mstep: Class 20 contains 12025 members 
Mstep: Class 21 contains 18247 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 10900 members 
Mstep: Class 25 contains 1069 members 
Mstep: Class 26 contains 31453 members 
Mstep: Class 27 contains 3850 members 
Mstep: Class 28 contains 31185 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 13696 members 
Mstep: Class 31 contains 202 members 
Mstep: Class 32 contains 40039 members 
Mstep: Class 33 contains 11295 members 
Mstep: Class 34 contains 16748 members 
Mstep: Class 35 contains 1507 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 11426 members 
Mstep: Class 38 contains 6221 members 
Mstep: Class 39 contains 9788 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 6174 members 
Mstep: Class 42 contains 1133 members 
Mstep: Class 43 contains 7464 members 
Mstep: Class 44 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048168.000000 Penalty: 148360.000000
Iteration 126Q: 45 clusters Score -1.150482e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 105023 members 
Mstep: Class 3 contains 7724 members 
Mstep: Class 4 contains 69842 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 12650 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 20685 members 
Mstep: Class 11 contains 3068 members 
Mstep: Class 12 contains 98140 members 
Mstep: Class 13 contains 6091 members 
Mstep: Class 14 contains 14284 members 
Mstep: Class 15 contains 17048 members 
Mstep: Class 16 contains 1048 members 
Mstep: Class 17 contains 17521 members 
Mstep: Class 18 contains 10003 members 
Mstep: Class 19 contains 79808 members 
Mstep: Class 20 contains 12022 members 
Mstep: Class 21 contains 18308 members 
Mstep: Class 22 contains 12069 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10888 members 
Mstep: Class 25 contains 1067 members 
Mstep: Class 26 contains 31412 members 
Mstep: Class 27 contains 3838 members 
Mstep: Class 28 contains 31157 members 
Mstep: Class 29 contains 1508 members 
Mstep: Class 30 contains 13675 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39949 members 
Mstep: Class 33 contains 11213 members 
Mstep: Class 34 contains 16913 members 
Mstep: Class 35 contains 1509 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11541 members 
Mstep: Class 38 contains 6209 members 
Mstep: Class 39 contains 9786 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6250 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 7642 members 
Mstep: Class 44 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048824.000000 Penalty: 148360.000000
Iteration 127Q: 45 clusters Score -1.150488e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 104834 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 69974 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 12571 members 
Mstep: Class 8 contains 2911 members 
Mstep: Class 9 contains 13719 members 
Mstep: Class 10 contains 20771 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 98046 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 14261 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 17516 members 
Mstep: Class 18 contains 10013 members 
Mstep: Class 19 contains 79791 members 
Mstep: Class 20 contains 12021 members 
Mstep: Class 21 contains 18356 members 
Mstep: Class 22 contains 12061 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10880 members 
Mstep: Class 25 contains 1059 members 
Mstep: Class 26 contains 31375 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 31121 members 
Mstep: Class 29 contains 1506 members 
Mstep: Class 30 contains 13657 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39863 members 
Mstep: Class 33 contains 11153 members 
Mstep: Class 34 contains 17064 members 
Mstep: Class 35 contains 1510 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11654 members 
Mstep: Class 38 contains 6199 members 
Mstep: Class 39 contains 9786 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6319 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 7774 members 
Mstep: Class 44 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049072.000000 Penalty: 148360.000000
Iteration 128Q: 45 clusters Score -1.150491e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 104659 members 
Mstep: Class 3 contains 7737 members 
Mstep: Class 4 contains 70106 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 12515 members 
Mstep: Class 8 contains 2917 members 
Mstep: Class 9 contains 13714 members 
Mstep: Class 10 contains 20848 members 
Mstep: Class 11 contains 3136 members 
Mstep: Class 12 contains 97950 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 14235 members 
Mstep: Class 15 contains 17037 members 
Mstep: Class 16 contains 1052 members 
Mstep: Class 17 contains 17513 members 
Mstep: Class 18 contains 10033 members 
Mstep: Class 19 contains 79778 members 
Mstep: Class 20 contains 12018 members 
Mstep: Class 21 contains 18393 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10869 members 
Mstep: Class 25 contains 1047 members 
Mstep: Class 26 contains 31342 members 
Mstep: Class 27 contains 3818 members 
Mstep: Class 28 contains 31084 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 13642 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39766 members 
Mstep: Class 33 contains 11107 members 
Mstep: Class 34 contains 17208 members 
Mstep: Class 35 contains 1511 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11759 members 
Mstep: Class 38 contains 6190 members 
Mstep: Class 39 contains 9789 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6377 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 7892 members 
Mstep: Class 44 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049376.000000 Penalty: 148360.000000
Iteration 129Q: 45 clusters Score -1.150494e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 104521 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 70231 members 
Mstep: Class 5 contains 60594 members 
Mstep: Class 6 contains 253 members 
Mstep: Class 7 contains 12467 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 13710 members 
Mstep: Class 10 contains 20907 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 97863 members 
Mstep: Class 13 contains 6070 members 
Mstep: Class 14 contains 14230 members 
Mstep: Class 15 contains 17017 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 17509 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 79751 members 
Mstep: Class 20 contains 12011 members 
Mstep: Class 21 contains 18435 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 1046 members 
Mstep: Class 26 contains 31309 members 
Mstep: Class 27 contains 3813 members 
Mstep: Class 28 contains 31055 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 13629 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39695 members 
Mstep: Class 33 contains 11065 members 
Mstep: Class 34 contains 17322 members 
Mstep: Class 35 contains 1512 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11842 members 
Mstep: Class 38 contains 6179 members 
Mstep: Class 39 contains 9791 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6444 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 7979 members 
Mstep: Class 44 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049456.000000 Penalty: 148360.000000
Iteration 130Q: 45 clusters Score -1.150495e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 104384 members 
Mstep: Class 3 contains 7740 members 
Mstep: Class 4 contains 70335 members 
Mstep: Class 5 contains 60569 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 12424 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 13718 members 
Mstep: Class 10 contains 20961 members 
Mstep: Class 11 contains 3192 members 
Mstep: Class 12 contains 97781 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 14225 members 
Mstep: Class 15 contains 17013 members 
Mstep: Class 16 contains 1056 members 
Mstep: Class 17 contains 17506 members 
Mstep: Class 18 contains 10051 members 
Mstep: Class 19 contains 79721 members 
Mstep: Class 20 contains 12006 members 
Mstep: Class 21 contains 18479 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10868 members 
Mstep: Class 25 contains 1041 members 
Mstep: Class 26 contains 31280 members 
Mstep: Class 27 contains 3801 members 
Mstep: Class 28 contains 31034 members 
Mstep: Class 29 contains 1499 members 
Mstep: Class 30 contains 13612 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39615 members 
Mstep: Class 33 contains 11035 members 
Mstep: Class 34 contains 17437 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11908 members 
Mstep: Class 38 contains 6174 members 
Mstep: Class 39 contains 9791 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6499 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8065 members 
Mstep: Class 44 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049264.000000 Penalty: 148360.000000
Iteration 131Q: 45 clusters Score -1.150493e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 104250 members 
Mstep: Class 3 contains 7739 members 
Mstep: Class 4 contains 70450 members 
Mstep: Class 5 contains 60548 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 21008 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 97696 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 14220 members 
Mstep: Class 15 contains 17011 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17524 members 
Mstep: Class 18 contains 10064 members 
Mstep: Class 19 contains 79694 members 
Mstep: Class 20 contains 12000 members 
Mstep: Class 21 contains 18503 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 10870 members 
Mstep: Class 25 contains 1036 members 
Mstep: Class 26 contains 31254 members 
Mstep: Class 27 contains 3794 members 
Mstep: Class 28 contains 31019 members 
Mstep: Class 29 contains 1498 members 
Mstep: Class 30 contains 13600 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39548 members 
Mstep: Class 33 contains 11005 members 
Mstep: Class 34 contains 17525 members 
Mstep: Class 35 contains 1513 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 11975 members 
Mstep: Class 38 contains 6170 members 
Mstep: Class 39 contains 9790 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6540 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8141 members 
Mstep: Class 44 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049648.000000 Penalty: 148360.000000
Iteration 132Q: 45 clusters Score -1.150496e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 104154 members 
Mstep: Class 3 contains 7736 members 
Mstep: Class 4 contains 70542 members 
Mstep: Class 5 contains 60535 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12338 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 13736 members 
Mstep: Class 10 contains 21055 members 
Mstep: Class 11 contains 3225 members 
Mstep: Class 12 contains 97614 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 14222 members 
Mstep: Class 15 contains 17012 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17524 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 79689 members 
Mstep: Class 20 contains 11995 members 
Mstep: Class 21 contains 18516 members 
Mstep: Class 22 contains 12039 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 1027 members 
Mstep: Class 26 contains 31224 members 
Mstep: Class 27 contains 3788 members 
Mstep: Class 28 contains 31000 members 
Mstep: Class 29 contains 1497 members 
Mstep: Class 30 contains 13588 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39487 members 
Mstep: Class 33 contains 10973 members 
Mstep: Class 34 contains 17599 members 
Mstep: Class 35 contains 1516 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 12035 members 
Mstep: Class 38 contains 6169 members 
Mstep: Class 39 contains 9793 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6580 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8200 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049712.000000 Penalty: 148360.000000
Iteration 133Q: 45 clusters Score -1.150497e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 104076 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 70627 members 
Mstep: Class 5 contains 60523 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12296 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 13747 members 
Mstep: Class 10 contains 21097 members 
Mstep: Class 11 contains 3245 members 
Mstep: Class 12 contains 97552 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 16992 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17531 members 
Mstep: Class 18 contains 10083 members 
Mstep: Class 19 contains 79672 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 18523 members 
Mstep: Class 22 contains 12034 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 10864 members 
Mstep: Class 25 contains 1022 members 
Mstep: Class 26 contains 31194 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 30982 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 13578 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39429 members 
Mstep: Class 33 contains 10938 members 
Mstep: Class 34 contains 17659 members 
Mstep: Class 35 contains 1520 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 12095 members 
Mstep: Class 38 contains 6168 members 
Mstep: Class 39 contains 9792 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6610 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8267 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049680.000000 Penalty: 148360.000000
Iteration 134Q: 45 clusters Score -1.150497e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 104014 members 
Mstep: Class 3 contains 7730 members 
Mstep: Class 4 contains 70710 members 
Mstep: Class 5 contains 60511 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12249 members 
Mstep: Class 8 contains 2970 members 
Mstep: Class 9 contains 13757 members 
Mstep: Class 10 contains 21132 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 97484 members 
Mstep: Class 13 contains 6058 members 
Mstep: Class 14 contains 14220 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17537 members 
Mstep: Class 18 contains 10088 members 
Mstep: Class 19 contains 79652 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18551 members 
Mstep: Class 22 contains 12034 members 
Mstep: Class 23 contains 1707 members 
Mstep: Class 24 contains 10866 members 
Mstep: Class 25 contains 1020 members 
Mstep: Class 26 contains 31165 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 30977 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 13573 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39368 members 
Mstep: Class 33 contains 10912 members 
Mstep: Class 34 contains 17712 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 575 members 
Mstep: Class 37 contains 12154 members 
Mstep: Class 38 contains 6167 members 
Mstep: Class 39 contains 9793 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6639 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8320 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049776.000000 Penalty: 148360.000000
Iteration 135Q: 45 clusters Score -1.150498e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 103952 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 70765 members 
Mstep: Class 5 contains 60508 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12217 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 21165 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 97426 members 
Mstep: Class 13 contains 6054 members 
Mstep: Class 14 contains 14225 members 
Mstep: Class 15 contains 16945 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17542 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 79633 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 18564 members 
Mstep: Class 22 contains 12031 members 
Mstep: Class 23 contains 1711 members 
Mstep: Class 24 contains 10867 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 31142 members 
Mstep: Class 27 contains 3791 members 
Mstep: Class 28 contains 30962 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 13570 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39322 members 
Mstep: Class 33 contains 10896 members 
Mstep: Class 34 contains 17758 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12197 members 
Mstep: Class 38 contains 6166 members 
Mstep: Class 39 contains 9794 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6676 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8369 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049776.000000 Penalty: 148360.000000
Iteration 136Q: 45 clusters Score -1.150498e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 103896 members 
Mstep: Class 3 contains 7725 members 
Mstep: Class 4 contains 70820 members 
Mstep: Class 5 contains 60510 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12190 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 10 contains 21192 members 
Mstep: Class 11 contains 3277 members 
Mstep: Class 12 contains 97385 members 
Mstep: Class 13 contains 6049 members 
Mstep: Class 14 contains 14232 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17535 members 
Mstep: Class 18 contains 10106 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 18567 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 1714 members 
Mstep: Class 24 contains 10861 members 
Mstep: Class 25 contains 1019 members 
Mstep: Class 26 contains 31128 members 
Mstep: Class 27 contains 3793 members 
Mstep: Class 28 contains 30957 members 
Mstep: Class 29 contains 1493 members 
Mstep: Class 30 contains 13565 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39283 members 
Mstep: Class 33 contains 10871 members 
Mstep: Class 34 contains 17811 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12229 members 
Mstep: Class 38 contains 6165 members 
Mstep: Class 39 contains 9795 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6719 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8412 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049792.000000 Penalty: 148360.000000
Iteration 137Q: 45 clusters Score -1.150498e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 103840 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 70855 members 
Mstep: Class 5 contains 60509 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12157 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 13767 members 
Mstep: Class 10 contains 21218 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 97339 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 14234 members 
Mstep: Class 15 contains 16880 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17533 members 
Mstep: Class 18 contains 10108 members 
Mstep: Class 19 contains 79620 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 18572 members 
Mstep: Class 22 contains 12027 members 
Mstep: Class 23 contains 1716 members 
Mstep: Class 24 contains 10858 members 
Mstep: Class 25 contains 1018 members 
Mstep: Class 26 contains 31118 members 
Mstep: Class 27 contains 3786 members 
Mstep: Class 28 contains 30963 members 
Mstep: Class 29 contains 1491 members 
Mstep: Class 30 contains 13553 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39247 members 
Mstep: Class 33 contains 10860 members 
Mstep: Class 34 contains 17851 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12280 members 
Mstep: Class 38 contains 6164 members 
Mstep: Class 39 contains 9797 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6758 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8451 members 
Mstep: Class 44 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049776.000000 Penalty: 148360.000000
Iteration 138Q: 45 clusters Score -1.150498e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 103780 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 70894 members 
Mstep: Class 5 contains 60512 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12129 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 13768 members 
Mstep: Class 10 contains 21241 members 
Mstep: Class 11 contains 3304 members 
Mstep: Class 12 contains 97294 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17528 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 79624 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18580 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 10857 members 
Mstep: Class 25 contains 1017 members 
Mstep: Class 26 contains 31106 members 
Mstep: Class 27 contains 3784 members 
Mstep: Class 28 contains 30968 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13547 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39204 members 
Mstep: Class 33 contains 10845 members 
Mstep: Class 34 contains 17892 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12324 members 
Mstep: Class 38 contains 6161 members 
Mstep: Class 39 contains 9797 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6786 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8495 members 
Mstep: Class 44 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049784.000000 Penalty: 148360.000000
Iteration 139Q: 45 clusters Score -1.150498e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 103723 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 70934 members 
Mstep: Class 5 contains 60513 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12111 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 13766 members 
Mstep: Class 10 contains 21258 members 
Mstep: Class 11 contains 3315 members 
Mstep: Class 12 contains 97253 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 14242 members 
Mstep: Class 15 contains 16825 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17529 members 
Mstep: Class 18 contains 10122 members 
Mstep: Class 19 contains 79624 members 
Mstep: Class 20 contains 11988 members 
Mstep: Class 21 contains 18594 members 
Mstep: Class 22 contains 12026 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 1014 members 
Mstep: Class 26 contains 31101 members 
Mstep: Class 27 contains 3782 members 
Mstep: Class 28 contains 30961 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13540 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39166 members 
Mstep: Class 33 contains 10838 members 
Mstep: Class 34 contains 17934 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12354 members 
Mstep: Class 38 contains 6160 members 
Mstep: Class 39 contains 9796 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6809 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8534 members 
Mstep: Class 44 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049936.000000 Penalty: 148360.000000
Iteration 140F: 45 clusters Score -1.150499e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 103680 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 70952 members 
Mstep: Class 5 contains 60513 members 
Mstep: Class 6 contains 249 members 
Mstep: Class 7 contains 12086 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 13764 members 
Mstep: Class 10 contains 21279 members 
Mstep: Class 11 contains 3329 members 
Mstep: Class 12 contains 97218 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 14251 members 
Mstep: Class 15 contains 16794 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17539 members 
Mstep: Class 18 contains 10127 members 
Mstep: Class 19 contains 79629 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18600 members 
Mstep: Class 22 contains 12024 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 10849 members 
Mstep: Class 25 contains 1011 members 
Mstep: Class 26 contains 31092 members 
Mstep: Class 27 contains 3770 members 
Mstep: Class 28 contains 30964 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13521 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39130 members 
Mstep: Class 33 contains 10838 members 
Mstep: Class 34 contains 17979 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12388 members 
Mstep: Class 38 contains 6159 members 
Mstep: Class 39 contains 9797 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6827 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8575 members 
Mstep: Class 44 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050008.000000 Penalty: 148360.000000
Iteration 141Q: 45 clusters Score -1.1505e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 103635 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 70983 members 
Mstep: Class 5 contains 60510 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 12069 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 13765 members 
Mstep: Class 10 contains 21287 members 
Mstep: Class 11 contains 3345 members 
Mstep: Class 12 contains 97187 members 
Mstep: Class 13 contains 6045 members 
Mstep: Class 14 contains 14252 members 
Mstep: Class 15 contains 16762 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17548 members 
Mstep: Class 18 contains 10135 members 
Mstep: Class 19 contains 79632 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18611 members 
Mstep: Class 22 contains 12023 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 10847 members 
Mstep: Class 25 contains 1001 members 
Mstep: Class 26 contains 31082 members 
Mstep: Class 27 contains 3758 members 
Mstep: Class 28 contains 30960 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13509 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39105 members 
Mstep: Class 33 contains 10828 members 
Mstep: Class 34 contains 18021 members 
Mstep: Class 35 contains 1521 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12421 members 
Mstep: Class 38 contains 6159 members 
Mstep: Class 39 contains 9799 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6846 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8610 members 
Mstep: Class 44 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050000.000000 Penalty: 148360.000000
Iteration 142Q: 45 clusters Score -1.1505e+08 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 103577 members 
Mstep: Class 3 contains 7720 members 
Mstep: Class 4 contains 71008 members 
Mstep: Class 5 contains 60514 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 12054 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 13762 members 
Mstep: Class 10 contains 21303 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 97155 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 14250 members 
Mstep: Class 15 contains 16746 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17561 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 79643 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18616 members 
Mstep: Class 22 contains 12022 members 
Mstep: Class 23 contains 1720 members 
Mstep: Class 24 contains 10841 members 
Mstep: Class 25 contains 993 members 
Mstep: Class 26 contains 31061 members 
Mstep: Class 27 contains 3746 members 
Mstep: Class 28 contains 30963 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13501 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39068 members 
Mstep: Class 33 contains 10833 members 
Mstep: Class 34 contains 18043 members 
Mstep: Class 35 contains 1523 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12446 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9801 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6871 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8654 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049968.000000 Penalty: 148360.000000
Iteration 143Q: 45 clusters Score -1.1505e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 103515 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 71039 members 
Mstep: Class 5 contains 60518 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 12036 members 
Mstep: Class 8 contains 2997 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 21316 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 97135 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 14244 members 
Mstep: Class 15 contains 16738 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17574 members 
Mstep: Class 18 contains 10148 members 
Mstep: Class 19 contains 79642 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18617 members 
Mstep: Class 22 contains 12020 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10838 members 
Mstep: Class 25 contains 989 members 
Mstep: Class 26 contains 31045 members 
Mstep: Class 27 contains 3733 members 
Mstep: Class 28 contains 30963 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13496 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39042 members 
Mstep: Class 33 contains 10833 members 
Mstep: Class 34 contains 18064 members 
Mstep: Class 35 contains 1525 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12472 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9802 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 6901 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8695 members 
Mstep: Class 44 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050072.000000 Penalty: 148360.000000
Iteration 144Q: 45 clusters Score -1.150501e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 103471 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 71052 members 
Mstep: Class 5 contains 60521 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 12017 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 13764 members 
Mstep: Class 10 contains 21329 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 97112 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 16739 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 10155 members 
Mstep: Class 19 contains 79644 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18614 members 
Mstep: Class 22 contains 12018 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 983 members 
Mstep: Class 26 contains 31030 members 
Mstep: Class 27 contains 3718 members 
Mstep: Class 28 contains 30957 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13493 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39018 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 18078 members 
Mstep: Class 35 contains 1527 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12503 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9805 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6922 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8731 members 
Mstep: Class 44 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049896.000000 Penalty: 148360.000000
Iteration 145Q: 45 clusters Score -1.150499e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 103419 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 71072 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 12000 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 13761 members 
Mstep: Class 10 contains 21347 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 97086 members 
Mstep: Class 13 contains 6038 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 16723 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17607 members 
Mstep: Class 18 contains 10160 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18622 members 
Mstep: Class 22 contains 12018 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 982 members 
Mstep: Class 26 contains 31016 members 
Mstep: Class 27 contains 3708 members 
Mstep: Class 28 contains 30956 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13488 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 39001 members 
Mstep: Class 33 contains 10811 members 
Mstep: Class 34 contains 18099 members 
Mstep: Class 35 contains 1528 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12527 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6938 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8765 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049872.000000 Penalty: 148360.000000
Iteration 146Q: 45 clusters Score -1.150499e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 103386 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 71077 members 
Mstep: Class 5 contains 60521 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11990 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 13759 members 
Mstep: Class 10 contains 21359 members 
Mstep: Class 11 contains 3401 members 
Mstep: Class 12 contains 97058 members 
Mstep: Class 13 contains 6037 members 
Mstep: Class 14 contains 14245 members 
Mstep: Class 15 contains 16715 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17617 members 
Mstep: Class 18 contains 10163 members 
Mstep: Class 19 contains 79655 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18636 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10830 members 
Mstep: Class 25 contains 980 members 
Mstep: Class 26 contains 31007 members 
Mstep: Class 27 contains 3693 members 
Mstep: Class 28 contains 30950 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13489 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38984 members 
Mstep: Class 33 contains 10809 members 
Mstep: Class 34 contains 18104 members 
Mstep: Class 35 contains 1529 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12552 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6956 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8806 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049792.000000 Penalty: 148360.000000
Iteration 147Q: 45 clusters Score -1.150498e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 103357 members 
Mstep: Class 3 contains 7719 members 
Mstep: Class 4 contains 71089 members 
Mstep: Class 5 contains 60519 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11982 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 13763 members 
Mstep: Class 10 contains 21368 members 
Mstep: Class 11 contains 3419 members 
Mstep: Class 12 contains 97033 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 14244 members 
Mstep: Class 15 contains 16696 members 
Mstep: Class 16 contains 1059 members 
Mstep: Class 17 contains 17625 members 
Mstep: Class 18 contains 10164 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18637 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 978 members 
Mstep: Class 26 contains 30987 members 
Mstep: Class 27 contains 3678 members 
Mstep: Class 28 contains 30944 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13489 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38972 members 
Mstep: Class 33 contains 10808 members 
Mstep: Class 34 contains 18120 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12575 members 
Mstep: Class 38 contains 6158 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6971 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8840 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049744.000000 Penalty: 148360.000000
Iteration 148Q: 45 clusters Score -1.150497e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 103318 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 71126 members 
Mstep: Class 5 contains 60523 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11979 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 11 contains 3429 members 
Mstep: Class 12 contains 97017 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 14245 members 
Mstep: Class 15 contains 16691 members 
Mstep: Class 16 contains 1060 members 
Mstep: Class 17 contains 17637 members 
Mstep: Class 18 contains 10168 members 
Mstep: Class 19 contains 79644 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 18633 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 976 members 
Mstep: Class 26 contains 30970 members 
Mstep: Class 27 contains 3665 members 
Mstep: Class 28 contains 30944 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13489 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38961 members 
Mstep: Class 33 contains 10802 members 
Mstep: Class 34 contains 18126 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12596 members 
Mstep: Class 38 contains 6156 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 6985 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8861 members 
Mstep: Class 44 contains 1196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049856.000000 Penalty: 148360.000000
Iteration 149Q: 45 clusters Score -1.150499e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 103295 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 71148 members 
Mstep: Class 5 contains 60517 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11972 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 13756 members 
Mstep: Class 10 contains 21382 members 
Mstep: Class 11 contains 3436 members 
Mstep: Class 12 contains 96994 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 17647 members 
Mstep: Class 18 contains 10170 members 
Mstep: Class 19 contains 79647 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18646 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10835 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30956 members 
Mstep: Class 27 contains 3654 members 
Mstep: Class 28 contains 30945 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13490 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38949 members 
Mstep: Class 33 contains 10796 members 
Mstep: Class 34 contains 18128 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12615 members 
Mstep: Class 38 contains 6156 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7010 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8880 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049832.000000 Penalty: 148360.000000
Iteration 150Q: 45 clusters Score -1.150498e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 103271 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 71160 members 
Mstep: Class 5 contains 60517 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11970 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 13752 members 
Mstep: Class 10 contains 21390 members 
Mstep: Class 11 contains 3445 members 
Mstep: Class 12 contains 96978 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 14249 members 
Mstep: Class 15 contains 16661 members 
Mstep: Class 16 contains 1061 members 
Mstep: Class 17 contains 17657 members 
Mstep: Class 18 contains 10175 members 
Mstep: Class 19 contains 79645 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18655 members 
Mstep: Class 22 contains 12016 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30941 members 
Mstep: Class 27 contains 3649 members 
Mstep: Class 28 contains 30942 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13490 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38938 members 
Mstep: Class 33 contains 10784 members 
Mstep: Class 34 contains 18129 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12626 members 
Mstep: Class 38 contains 6156 members 
Mstep: Class 39 contains 9807 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7035 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8900 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049992.000000 Penalty: 148360.000000
Iteration 151Q: 45 clusters Score -1.1505e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 103248 members 
Mstep: Class 3 contains 7713 members 
Mstep: Class 4 contains 71176 members 
Mstep: Class 5 contains 60517 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11968 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13751 members 
Mstep: Class 10 contains 21404 members 
Mstep: Class 11 contains 3447 members 
Mstep: Class 12 contains 96967 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 14247 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17668 members 
Mstep: Class 18 contains 10181 members 
Mstep: Class 19 contains 79639 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18659 members 
Mstep: Class 22 contains 12016 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30928 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 30941 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13489 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38924 members 
Mstep: Class 33 contains 10795 members 
Mstep: Class 34 contains 18136 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12635 members 
Mstep: Class 38 contains 6153 members 
Mstep: Class 39 contains 9807 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7048 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8914 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050192.000000 Penalty: 148360.000000
Iteration 152Q: 45 clusters Score -1.150502e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 103221 members 
Mstep: Class 3 contains 7712 members 
Mstep: Class 4 contains 71204 members 
Mstep: Class 5 contains 60525 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11967 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 21412 members 
Mstep: Class 11 contains 3450 members 
Mstep: Class 12 contains 96954 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 16621 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17669 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18664 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30910 members 
Mstep: Class 27 contains 3647 members 
Mstep: Class 28 contains 30937 members 
Mstep: Class 29 contains 1490 members 
Mstep: Class 30 contains 13487 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38913 members 
Mstep: Class 33 contains 10804 members 
Mstep: Class 34 contains 18144 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12644 members 
Mstep: Class 38 contains 6149 members 
Mstep: Class 39 contains 9807 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7068 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8927 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049952.000000 Penalty: 148360.000000
Iteration 153Q: 45 clusters Score -1.1505e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 103201 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71235 members 
Mstep: Class 5 contains 60529 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11966 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 21421 members 
Mstep: Class 11 contains 3454 members 
Mstep: Class 12 contains 96936 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 16613 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17677 members 
Mstep: Class 18 contains 10189 members 
Mstep: Class 19 contains 79635 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18673 members 
Mstep: Class 22 contains 12017 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10834 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30894 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 30930 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 13484 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38910 members 
Mstep: Class 33 contains 10797 members 
Mstep: Class 34 contains 18152 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12650 members 
Mstep: Class 38 contains 6148 members 
Mstep: Class 39 contains 9807 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7086 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8934 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049992.000000 Penalty: 148360.000000
Iteration 154Q: 45 clusters Score -1.1505e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 103177 members 
Mstep: Class 3 contains 7709 members 
Mstep: Class 4 contains 71265 members 
Mstep: Class 5 contains 60529 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13750 members 
Mstep: Class 10 contains 21425 members 
Mstep: Class 11 contains 3456 members 
Mstep: Class 12 contains 96919 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 14248 members 
Mstep: Class 15 contains 16607 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17689 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18675 members 
Mstep: Class 22 contains 12017 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10833 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30883 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 30924 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 13483 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38899 members 
Mstep: Class 33 contains 10807 members 
Mstep: Class 34 contains 18163 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12666 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7098 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8948 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050176.000000 Penalty: 148360.000000
Iteration 155Q: 45 clusters Score -1.150502e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 103158 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71294 members 
Mstep: Class 5 contains 60532 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11959 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13747 members 
Mstep: Class 10 contains 21431 members 
Mstep: Class 11 contains 3458 members 
Mstep: Class 12 contains 96907 members 
Mstep: Class 13 contains 6014 members 
Mstep: Class 14 contains 14253 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17692 members 
Mstep: Class 18 contains 10193 members 
Mstep: Class 19 contains 79642 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18675 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10831 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30866 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 13479 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38893 members 
Mstep: Class 33 contains 10809 members 
Mstep: Class 34 contains 18174 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12686 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7106 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8958 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050168.000000 Penalty: 148360.000000
Iteration 156Q: 45 clusters Score -1.150502e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 103131 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71323 members 
Mstep: Class 5 contains 60532 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11952 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 13743 members 
Mstep: Class 10 contains 21438 members 
Mstep: Class 11 contains 3459 members 
Mstep: Class 12 contains 96892 members 
Mstep: Class 13 contains 6007 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16600 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17697 members 
Mstep: Class 18 contains 10197 members 
Mstep: Class 19 contains 79645 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18673 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10828 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30852 members 
Mstep: Class 27 contains 3657 members 
Mstep: Class 28 contains 30918 members 
Mstep: Class 29 contains 1489 members 
Mstep: Class 30 contains 13478 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38888 members 
Mstep: Class 33 contains 10805 members 
Mstep: Class 34 contains 18175 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12702 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7111 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8969 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050064.000000 Penalty: 148360.000000
Iteration 157Q: 45 clusters Score -1.150501e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 103107 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71346 members 
Mstep: Class 5 contains 60527 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11944 members 
Mstep: Class 8 contains 3006 members 
Mstep: Class 9 contains 13742 members 
Mstep: Class 10 contains 21442 members 
Mstep: Class 11 contains 3467 members 
Mstep: Class 12 contains 96877 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16597 members 
Mstep: Class 16 contains 1062 members 
Mstep: Class 17 contains 17700 members 
Mstep: Class 18 contains 10207 members 
Mstep: Class 19 contains 79648 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18684 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1722 members 
Mstep: Class 24 contains 10827 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30835 members 
Mstep: Class 27 contains 3652 members 
Mstep: Class 28 contains 30916 members 
Mstep: Class 29 contains 1488 members 
Mstep: Class 30 contains 13474 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38883 members 
Mstep: Class 33 contains 10802 members 
Mstep: Class 34 contains 18184 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12728 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7125 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8980 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115050040.000000 Penalty: 148360.000000
Iteration 158Q: 45 clusters Score -1.1505e+08 nChanged 316
Entering ConstructFrom: 
Score: -115050040.000000 Penalty: 148360.000000
Entering ConstructFrom: 
Trying to split cluster 1 (9096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Entering Unmasked Estep 
Score: -1282622.125000 Penalty: 2260.666260
	Iteration 0F: 2 clusters Score -1282622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1275529.250000 Penalty: 4521.332520
	Iteration 0F: 3 clusters Score -1275529 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1277697.000000 Penalty: 4521.332520
	Iteration 1F: 3 clusters Score -1277697 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1278037.125000 Penalty: 4521.332520
	Iteration 2F: 3 clusters Score -1278037 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1278294.125000 Penalty: 4521.332520
	Iteration 3F: 3 clusters Score -1278294 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1278539.875000 Penalty: 4521.332520
	Iteration 4Q: 3 clusters Score -1278540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1278821.625000 Penalty: 4521.332520
	Iteration 5Q: 3 clusters Score -1278822 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1279064.000000 Penalty: 4521.332520
	Iteration 6Q: 3 clusters Score -1279064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1279280.000000 Penalty: 4521.332520
	Iteration 7Q: 3 clusters Score -1279280 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1279524.125000 Penalty: 4521.332520
	Iteration 8Q: 3 clusters Score -1279524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1279789.375000 Penalty: 4521.332520
	Iteration 9Q: 3 clusters Score -1279789 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1280077.875000 Penalty: 4521.332520
	Iteration 10Q: 3 clusters Score -1280078 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1280380.875000 Penalty: 4521.332520
	Iteration 11Q: 3 clusters Score -1280381 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1280692.625000 Penalty: 4521.332520
	Iteration 12Q: 3 clusters Score -1280693 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1281015.000000 Penalty: 4521.332520
	Iteration 13Q: 3 clusters Score -1281015 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1281360.000000 Penalty: 4521.332520
	Iteration 14Q: 3 clusters Score -1281360 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1281645.875000 Penalty: 4521.332520
	Iteration 15Q: 3 clusters Score -1281646 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1281857.250000 Penalty: 4521.332520
	Iteration 16Q: 3 clusters Score -1281857 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1282035.125000 Penalty: 4521.332520
	Iteration 17Q: 3 clusters Score -1282035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1282163.375000 Penalty: 4521.332520
	Iteration 18Q: 3 clusters Score -1282163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1282253.250000 Penalty: 4521.332520
	Iteration 19Q: 3 clusters Score -1282253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1282296.875000 Penalty: 4521.332520
	Iteration 20F: 3 clusters Score -1282297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1282327.375000 Penalty: 4521.332520
	Iteration 21Q: 3 clusters Score -1282327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1282338.375000 Penalty: 4521.332520
	Iteration 22Q: 3 clusters Score -1282338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1282348.750000 Penalty: 4521.332520
	Iteration 23Q: 3 clusters Score -1282349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1282360.125000 Penalty: 4521.332520
	Iteration 24Q: 3 clusters Score -1282360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1282368.750000 Penalty: 4521.332520
	Iteration 25Q: 3 clusters Score -1282369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1282374.625000 Penalty: 4521.332520
	Iteration 26Q: 3 clusters Score -1282375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1282381.500000 Penalty: 4521.332520
	Iteration 27Q: 3 clusters Score -1282382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1282382.750000 Penalty: 4521.332520
	Iteration 28Q: 3 clusters Score -1282383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1282386.000000 Penalty: 4521.332520
	Iteration 29Q: 3 clusters Score -1282386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1282387.250000 Penalty: 4521.332520
	Iteration 30Q: 3 clusters Score -1282387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1282388.125000 Penalty: 4521.332520
	Iteration 31Q: 3 clusters Score -1282388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1282387.625000 Penalty: 4521.332520
	Iteration 32Q: 3 clusters Score -1282388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1282390.250000 Penalty: 4521.332520
	Iteration 33Q: 3 clusters Score -1282390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1282388.250000 Penalty: 4521.332520
	Iteration 34Q: 3 clusters Score -1282388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1282391.625000 Penalty: 4521.332520
	Iteration 35Q: 3 clusters Score -1282392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1282391.000000 Penalty: 4521.332520
	Iteration 36Q: 3 clusters Score -1282391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1282391.250000 Penalty: 4521.332520
	Iteration 37Q: 3 clusters Score -1282391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1282394.000000 Penalty: 4521.332520
	Iteration 38Q: 3 clusters Score -1282394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1282396.250000 Penalty: 4521.332520
	Iteration 39Q: 3 clusters Score -1282396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1282396.250000 Penalty: 4521.332520
	Iteration 40F: 3 clusters Score -1282396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Entering Unmasked Estep 
Score: -15250809.000000 Penalty: 2862.723877
	Iteration 0F: 2 clusters Score -1.525081e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -15182144.000000 Penalty: 5725.447754
	Iteration 0F: 3 clusters Score -1.518214e+07 nChanged 48612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -15210978.000000 Penalty: 5725.447754
	Iteration 1F: 3 clusters Score -1.521098e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -15212988.000000 Penalty: 5725.447754
	Iteration 2Q: 3 clusters Score -1.521299e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -15215486.000000 Penalty: 5725.447754
	Iteration 3F: 3 clusters Score -1.521549e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -15218894.000000 Penalty: 5725.447754
	Iteration 4F: 3 clusters Score -1.521889e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -15222654.000000 Penalty: 5725.447754
	Iteration 5F: 3 clusters Score -1.522265e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -15226322.000000 Penalty: 5725.447754
	Iteration 6F: 3 clusters Score -1.522632e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -15229245.000000 Penalty: 5725.447754
	Iteration 7F: 3 clusters Score -1.522924e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -15231503.000000 Penalty: 5725.447754
	Iteration 8Q: 3 clusters Score -1.52315e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -15233280.000000 Penalty: 5725.447754
	Iteration 9Q: 3 clusters Score -1.523328e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -15234679.000000 Penalty: 5725.447754
	Iteration 10Q: 3 clusters Score -1.523468e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 71903 members 
Entering Unmasked Estep 
Score: -15235962.000000 Penalty: 5725.447754
	Iteration 11Q: 3 clusters Score -1.523596e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 75015 members 
Entering Unmasked Estep 
Score: -15237250.000000 Penalty: 5725.447754
	Iteration 12Q: 3 clusters Score -1.523725e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 78116 members 
Entering Unmasked Estep 
Score: -15238511.000000 Penalty: 5725.447754
	Iteration 13Q: 3 clusters Score -1.523851e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -15239992.000000 Penalty: 5725.447754
	Iteration 14Q: 3 clusters Score -1.523999e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -15241450.000000 Penalty: 5725.447754
	Iteration 15Q: 3 clusters Score -1.524145e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -15242871.000000 Penalty: 5725.447754
	Iteration 16Q: 3 clusters Score -1.524287e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 89990 members 
Entering Unmasked Estep 
Score: -15244280.000000 Penalty: 5725.447754
	Iteration 17Q: 3 clusters Score -1.524428e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 92313 members 
Entering Unmasked Estep 
Score: -15245430.000000 Penalty: 5725.447754
	Iteration 18Q: 3 clusters Score -1.524543e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -15246263.000000 Penalty: 5725.447754
	Iteration 19Q: 3 clusters Score -1.524626e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -15246916.000000 Penalty: 5725.447754
	Iteration 20F: 3 clusters Score -1.524692e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -15247403.000000 Penalty: 5725.447754
	Iteration 21Q: 3 clusters Score -1.52474e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 97673 members 
Entering Unmasked Estep 
Score: -15247740.000000 Penalty: 5725.447754
	Iteration 22Q: 3 clusters Score -1.524774e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -15247956.000000 Penalty: 5725.447754
	Iteration 23Q: 3 clusters Score -1.524796e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -15248117.000000 Penalty: 5725.447754
	Iteration 24Q: 3 clusters Score -1.524812e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -15248278.000000 Penalty: 5725.447754
	Iteration 25Q: 3 clusters Score -1.524828e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -15248343.000000 Penalty: 5725.447754
	Iteration 26Q: 3 clusters Score -1.524834e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -15248397.000000 Penalty: 5725.447754
	Iteration 27Q: 3 clusters Score -1.52484e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -15248457.000000 Penalty: 5725.447754
	Iteration 28Q: 3 clusters Score -1.524846e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -15248508.000000 Penalty: 5725.447754
	Iteration 29Q: 3 clusters Score -1.524851e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -15248505.000000 Penalty: 5725.447754
	Iteration 30Q: 3 clusters Score -1.52485e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 100249 members 
Entering Unmasked Estep 
Score: -15248564.000000 Penalty: 5725.447754
	Iteration 31Q: 3 clusters Score -1.524856e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -15248587.000000 Penalty: 5725.447754
	Iteration 32Q: 3 clusters Score -1.524859e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -15248637.000000 Penalty: 5725.447754
	Iteration 33Q: 3 clusters Score -1.524864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -15248683.000000 Penalty: 5725.447754
	Iteration 34Q: 3 clusters Score -1.524868e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 100548 members 
Entering Unmasked Estep 
Score: -15248695.000000 Penalty: 5725.447754
	Iteration 35Q: 3 clusters Score -1.52487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -15248710.000000 Penalty: 5725.447754
	Iteration 36Q: 3 clusters Score -1.524871e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 100631 members 
Entering Unmasked Estep 
Score: -15248721.000000 Penalty: 5725.447754
	Iteration 37Q: 3 clusters Score -1.524872e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 100656 members 
Entering Unmasked Estep 
Score: -15248730.000000 Penalty: 5725.447754
	Iteration 38Q: 3 clusters Score -1.524873e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 100699 members 
Entering Unmasked Estep 
Score: -15248742.000000 Penalty: 5725.447754
	Iteration 39Q: 3 clusters Score -1.524874e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
Score: -15248757.000000 Penalty: 5725.447754
	Iteration 40F: 3 clusters Score -1.524876e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 100758 members 
Entering Unmasked Estep 
Score: -15248751.000000 Penalty: 5725.447754
	Iteration 41Q: 3 clusters Score -1.524875e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -15248760.000000 Penalty: 5725.447754
	Iteration 42Q: 3 clusters Score -1.524876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 100800 members 
Entering Unmasked Estep 
Score: -15248754.000000 Penalty: 5725.447754
	Iteration 43Q: 3 clusters Score -1.524875e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -15248768.000000 Penalty: 5725.447754
	Iteration 44Q: 3 clusters Score -1.524877e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -15248794.000000 Penalty: 5725.447754
	Iteration 45Q: 3 clusters Score -1.524879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -15248799.000000 Penalty: 5725.447754
	Iteration 46Q: 3 clusters Score -1.52488e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 100894 members 
Entering Unmasked Estep 
Score: -15248809.000000 Penalty: 5725.447754
	Iteration 47Q: 3 clusters Score -1.524881e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 100922 members 
Entering Unmasked Estep 
Score: -15248835.000000 Penalty: 5725.447754
	Iteration 48Q: 3 clusters Score -1.524884e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 100948 members 
Entering Unmasked Estep 
Score: -15248851.000000 Penalty: 5725.447754
	Iteration 49Q: 3 clusters Score -1.524885e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -15248861.000000 Penalty: 5725.447754
	Iteration 50Q: 3 clusters Score -1.524886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -15248897.000000 Penalty: 5725.447754
	Iteration 51Q: 3 clusters Score -1.52489e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 101021 members 
Entering Unmasked Estep 
Score: -15248907.000000 Penalty: 5725.447754
	Iteration 52Q: 3 clusters Score -1.524891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 101039 members 
Entering Unmasked Estep 
Score: -15248938.000000 Penalty: 5725.447754
	Iteration 53Q: 3 clusters Score -1.524894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 101056 members 
Entering Unmasked Estep 
Score: -15248952.000000 Penalty: 5725.447754
	Iteration 54Q: 3 clusters Score -1.524895e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 101071 members 
Entering Unmasked Estep 
Score: -15248941.000000 Penalty: 5725.447754
	Iteration 55Q: 3 clusters Score -1.524894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 101078 members 
Entering Unmasked Estep 
Score: -15248953.000000 Penalty: 5725.447754
	Iteration 56Q: 3 clusters Score -1.524895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -15248969.000000 Penalty: 5725.447754
	Iteration 57Q: 3 clusters Score -1.524897e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 101094 members 
Entering Unmasked Estep 
Score: -15248962.000000 Penalty: 5725.447754
	Iteration 58Q: 3 clusters Score -1.524896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -15248962.000000 Penalty: 5725.447754
	Iteration 59Q: 3 clusters Score -1.524896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -15248958.000000 Penalty: 5725.447754
	Iteration 60F: 3 clusters Score -1.524896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -15248961.000000 Penalty: 5725.447754
	Iteration 61Q: 3 clusters Score -1.524896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -15248950.000000 Penalty: 5725.447754
	Iteration 62Q: 3 clusters Score -1.524895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -15248962.000000 Penalty: 5725.447754
	Iteration 63Q: 3 clusters Score -1.524896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -15248972.000000 Penalty: 5725.447754
	Iteration 64Q: 3 clusters Score -1.524897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -15248970.000000 Penalty: 5725.447754
	Iteration 65Q: 3 clusters Score -1.524897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 101105 members 
Entering Unmasked Estep 
Score: -15248955.000000 Penalty: 5725.447754
	Iteration 66Q: 3 clusters Score -1.524896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -15248974.000000 Penalty: 5725.447754
	Iteration 67Q: 3 clusters Score -1.524897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -15248986.000000 Penalty: 5725.447754
	Iteration 68Q: 3 clusters Score -1.524899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -15248989.000000 Penalty: 5725.447754
	Iteration 69Q: 3 clusters Score -1.524899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 101114 members 
Entering Unmasked Estep 
Score: -15248984.000000 Penalty: 5725.447754
	Iteration 70Q: 3 clusters Score -1.524898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -15248992.000000 Penalty: 5725.447754
	Iteration 71Q: 3 clusters Score -1.524899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -15249006.000000 Penalty: 5725.447754
	Iteration 72Q: 3 clusters Score -1.524901e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -15249003.000000 Penalty: 5725.447754
	Iteration 73Q: 3 clusters Score -1.5249e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 101145 members 
Entering Unmasked Estep 
Score: -15248985.000000 Penalty: 5725.447754
	Iteration 74Q: 3 clusters Score -1.524898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 101153 members 
Entering Unmasked Estep 
Score: -15248986.000000 Penalty: 5725.447754
	Iteration 75Q: 3 clusters Score -1.524899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 101161 members 
Entering Unmasked Estep 
Score: -15249002.000000 Penalty: 5725.447754
	Iteration 76Q: 3 clusters Score -1.5249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -15249013.000000 Penalty: 5725.447754
	Iteration 77Q: 3 clusters Score -1.524901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -15249003.000000 Penalty: 5725.447754
	Iteration 78Q: 3 clusters Score -1.5249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -15249014.000000 Penalty: 5725.447754
	Iteration 79Q: 3 clusters Score -1.524901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -15249009.000000 Penalty: 5725.447754
	Iteration 80F: 3 clusters Score -1.524901e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -15249015.000000 Penalty: 5725.447754
	Iteration 81Q: 3 clusters Score -1.524902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -15249032.000000 Penalty: 5725.447754
	Iteration 82Q: 3 clusters Score -1.524903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -15249028.000000 Penalty: 5725.447754
	Iteration 83Q: 3 clusters Score -1.524903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 101192 members 
Entering Unmasked Estep 
Score: -15249032.000000 Penalty: 5725.447754
	Iteration 84Q: 3 clusters Score -1.524903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -15249024.000000 Penalty: 5725.447754
	Iteration 85Q: 3 clusters Score -1.524902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -15249024.000000 Penalty: 5725.447754
	Iteration 86Q: 3 clusters Score -1.524902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 101197 members 
Entering Unmasked Estep 
Score: -15249029.000000 Penalty: 5725.447754
	Iteration 87Q: 3 clusters Score -1.524903e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -15249027.000000 Penalty: 5725.447754
	Iteration 88Q: 3 clusters Score -1.524903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -15249027.000000 Penalty: 5725.447754
	Iteration 89F: 3 clusters Score -1.524903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -1108565.625000 Penalty: 2219.667725
	Iteration 0F: 2 clusters Score -1108566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1102278.125000 Penalty: 4439.335449
	Iteration 0F: 3 clusters Score -1102278 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1104149.000000 Penalty: 4439.335449
	Iteration 1F: 3 clusters Score -1104149 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1104618.125000 Penalty: 4439.335449
	Iteration 2F: 3 clusters Score -1104618 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1105050.250000 Penalty: 4439.335449
	Iteration 3F: 3 clusters Score -1105050 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1105395.375000 Penalty: 4439.335449
	Iteration 4F: 3 clusters Score -1105395 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1105705.625000 Penalty: 4439.335449
	Iteration 5F: 3 clusters Score -1105706 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1106081.500000 Penalty: 4439.335449
	Iteration 6F: 3 clusters Score -1106082 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1106554.000000 Penalty: 4439.335449
	Iteration 7F: 3 clusters Score -1106554 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1107176.000000 Penalty: 4439.335449
	Iteration 8F: 3 clusters Score -1107176 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1107838.500000 Penalty: 4439.335449
	Iteration 9F: 3 clusters Score -1107838 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1108425.125000 Penalty: 4439.335449
	Iteration 10F: 3 clusters Score -1108425 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1108695.625000 Penalty: 4439.335449
	Iteration 11Q: 3 clusters Score -1108696 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1108804.000000 Penalty: 4439.335449
	Iteration 12Q: 3 clusters Score -1108804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1108833.500000 Penalty: 4439.335449
	Iteration 13Q: 3 clusters Score -1108834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1108843.000000 Penalty: 4439.335449
	Iteration 14Q: 3 clusters Score -1108843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1108851.125000 Penalty: 4439.335449
	Iteration 15Q: 3 clusters Score -1108851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1108860.125000 Penalty: 4439.335449
	Iteration 16Q: 3 clusters Score -1108860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1108864.000000 Penalty: 4439.335449
	Iteration 17Q: 3 clusters Score -1108864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1108865.625000 Penalty: 4439.335449
	Iteration 18Q: 3 clusters Score -1108866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1108865.000000 Penalty: 4439.335449
	Iteration 19Q: 3 clusters Score -1108865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1108867.000000 Penalty: 4439.335449
	Iteration 20F: 3 clusters Score -1108867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1108870.500000 Penalty: 4439.335449
	Iteration 21Q: 3 clusters Score -1108870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1108868.250000 Penalty: 4439.335449
	Iteration 22Q: 3 clusters Score -1108868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1108868.250000 Penalty: 4439.335449
	Iteration 23F: 3 clusters Score -1108868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38877 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Mstep: Class 45 contains 3342 members 
Entering Unmasked Estep 
Score: -115048888.000000 Penalty: 151731.828125
Splitting cluster 3 changes total score from -115050040.000000 to -115048888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (71368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Entering Unmasked Estep 
Score: -10022709.000000 Penalty: 2771.550049
	Iteration 0F: 2 clusters Score -1.002271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -9974996.000000 Penalty: 5543.100098
	Iteration 0F: 3 clusters Score -9974996 nChanged 33108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -9994024.000000 Penalty: 5543.100098
	Iteration 1F: 3 clusters Score -9994024 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9995602.000000 Penalty: 5543.100098
	Iteration 2F: 3 clusters Score -9995602 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -9997427.000000 Penalty: 5543.100098
	Iteration 3F: 3 clusters Score -9997427 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -9999650.000000 Penalty: 5543.100098
	Iteration 4F: 3 clusters Score -9999650 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -10001949.000000 Penalty: 5543.100098
	Iteration 5F: 3 clusters Score -1.000195e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -10004207.000000 Penalty: 5543.100098
	Iteration 6F: 3 clusters Score -1.000421e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -10006308.000000 Penalty: 5543.100098
	Iteration 7F: 3 clusters Score -1.000631e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -10008310.000000 Penalty: 5543.100098
	Iteration 8Q: 3 clusters Score -1.000831e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -10010443.000000 Penalty: 5543.100098
	Iteration 9Q: 3 clusters Score -1.001044e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -10012540.000000 Penalty: 5543.100098
	Iteration 10Q: 3 clusters Score -1.001254e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -10014558.000000 Penalty: 5543.100098
	Iteration 11Q: 3 clusters Score -1.001456e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62365 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -10016179.000000 Penalty: 5543.100098
	Iteration 12Q: 3 clusters Score -1.001618e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -10017478.000000 Penalty: 5543.100098
	Iteration 13Q: 3 clusters Score -1.001748e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -10018483.000000 Penalty: 5543.100098
	Iteration 14Q: 3 clusters Score -1.001848e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -10019223.000000 Penalty: 5543.100098
	Iteration 15Q: 3 clusters Score -1.001922e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -10019744.000000 Penalty: 5543.100098
	Iteration 16Q: 3 clusters Score -1.001974e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10020112.000000 Penalty: 5543.100098
	Iteration 17Q: 3 clusters Score -1.002011e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10020347.000000 Penalty: 5543.100098
	Iteration 18Q: 3 clusters Score -1.002035e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10020539.000000 Penalty: 5543.100098
	Iteration 19Q: 3 clusters Score -1.002054e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10020673.000000 Penalty: 5543.100098
	Iteration 20F: 3 clusters Score -1.002067e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10020738.000000 Penalty: 5543.100098
	Iteration 21Q: 3 clusters Score -1.002074e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10020761.000000 Penalty: 5543.100098
	Iteration 22Q: 3 clusters Score -1.002076e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10020802.000000 Penalty: 5543.100098
	Iteration 23Q: 3 clusters Score -1.00208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10020832.000000 Penalty: 5543.100098
	Iteration 24Q: 3 clusters Score -1.002083e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69765 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10020861.000000 Penalty: 5543.100098
	Iteration 25Q: 3 clusters Score -1.002086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10020881.000000 Penalty: 5543.100098
	Iteration 26Q: 3 clusters Score -1.002088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69827 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10020894.000000 Penalty: 5543.100098
	Iteration 27Q: 3 clusters Score -1.002089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10020901.000000 Penalty: 5543.100098
	Iteration 28Q: 3 clusters Score -1.00209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10020912.000000 Penalty: 5543.100098
	Iteration 29Q: 3 clusters Score -1.002091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -10020923.000000 Penalty: 5543.100098
	Iteration 30Q: 3 clusters Score -1.002092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10020936.000000 Penalty: 5543.100098
	Iteration 31Q: 3 clusters Score -1.002094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -10020938.000000 Penalty: 5543.100098
	Iteration 32Q: 3 clusters Score -1.002094e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69916 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10020948.000000 Penalty: 5543.100098
	Iteration 33Q: 3 clusters Score -1.002095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10020959.000000 Penalty: 5543.100098
	Iteration 34Q: 3 clusters Score -1.002096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10020957.000000 Penalty: 5543.100098
	Iteration 35Q: 3 clusters Score -1.002096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10020970.000000 Penalty: 5543.100098
	Iteration 36Q: 3 clusters Score -1.002097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69941 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10020967.000000 Penalty: 5543.100098
	Iteration 37Q: 3 clusters Score -1.002097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10020964.000000 Penalty: 5543.100098
	Iteration 38Q: 3 clusters Score -1.002096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69949 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10020977.000000 Penalty: 5543.100098
	Iteration 39Q: 3 clusters Score -1.002098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10020986.000000 Penalty: 5543.100098
	Iteration 40F: 3 clusters Score -1.002099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10020998.000000 Penalty: 5543.100098
	Iteration 41Q: 3 clusters Score -1.0021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10020995.000000 Penalty: 5543.100098
	Iteration 42Q: 3 clusters Score -1.0021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10020995.000000 Penalty: 5543.100098
	Iteration 43Q: 3 clusters Score -1.0021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10020994.000000 Penalty: 5543.100098
	Iteration 44Q: 3 clusters Score -1.002099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10020994.000000 Penalty: 5543.100098
	Iteration 45Q: 3 clusters Score -1.002099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -10020994.000000 Penalty: 5543.100098
	Iteration 46Q: 3 clusters Score -1.002099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10020999.000000 Penalty: 5543.100098
	Iteration 47Q: 3 clusters Score -1.0021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10021003.000000 Penalty: 5543.100098
	Iteration 48Q: 3 clusters Score -1.0021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10020990.000000 Penalty: 5543.100098
	Iteration 49Q: 3 clusters Score -1.002099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10020998.000000 Penalty: 5543.100098
	Iteration 50Q: 3 clusters Score -1.0021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10020996.000000 Penalty: 5543.100098
	Iteration 51Q: 3 clusters Score -1.0021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69983 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10021002.000000 Penalty: 5543.100098
	Iteration 52Q: 3 clusters Score -1.0021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10021005.000000 Penalty: 5543.100098
	Iteration 53Q: 3 clusters Score -1.0021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69986 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10021005.000000 Penalty: 5543.100098
	Iteration 54F: 3 clusters Score -1.0021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Entering Unmasked Estep 
Score: -9082608.000000 Penalty: 2730.693604
	Iteration 0F: 2 clusters Score -9082608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -9041743.000000 Penalty: 5461.387207
	Iteration 0F: 3 clusters Score -9041743 nChanged 28167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -9057398.000000 Penalty: 5461.387207
	Iteration 1F: 3 clusters Score -9057398 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -9058046.000000 Penalty: 5461.387207
	Iteration 2Q: 3 clusters Score -9058046 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -9058632.000000 Penalty: 5461.387207
	Iteration 3Q: 3 clusters Score -9058632 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -9059329.000000 Penalty: 5461.387207
	Iteration 4Q: 3 clusters Score -9059329 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -9060202.000000 Penalty: 5461.387207
	Iteration 5Q: 3 clusters Score -9060202 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -9061419.000000 Penalty: 5461.387207
	Iteration 6Q: 3 clusters Score -9061419 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -9063238.000000 Penalty: 5461.387207
	Iteration 7Q: 3 clusters Score -9063238 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -9065213.000000 Penalty: 5461.387207
	Iteration 8F: 3 clusters Score -9065213 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -9067652.000000 Penalty: 5461.387207
	Iteration 9F: 3 clusters Score -9067652 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -9070236.000000 Penalty: 5461.387207
	Iteration 10F: 3 clusters Score -9070236 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -9072554.000000 Penalty: 5461.387207
	Iteration 11F: 3 clusters Score -9072554 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -9073984.000000 Penalty: 5461.387207
	Iteration 12Q: 3 clusters Score -9073984 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -9074634.000000 Penalty: 5461.387207
	Iteration 13Q: 3 clusters Score -9074634 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -9074960.000000 Penalty: 5461.387207
	Iteration 14Q: 3 clusters Score -9074960 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -9075119.000000 Penalty: 5461.387207
	Iteration 15Q: 3 clusters Score -9075119 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -9075264.000000 Penalty: 5461.387207
	Iteration 16Q: 3 clusters Score -9075264 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -9075421.000000 Penalty: 5461.387207
	Iteration 17Q: 3 clusters Score -9075421 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -9075560.000000 Penalty: 5461.387207
	Iteration 18Q: 3 clusters Score -9075560 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -9075623.000000 Penalty: 5461.387207
	Iteration 19Q: 3 clusters Score -9075623 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -9075720.000000 Penalty: 5461.387207
	Iteration 20F: 3 clusters Score -9075720 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -9075763.000000 Penalty: 5461.387207
	Iteration 21Q: 3 clusters Score -9075763 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -9075853.000000 Penalty: 5461.387207
	Iteration 22Q: 3 clusters Score -9075853 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -9075920.000000 Penalty: 5461.387207
	Iteration 23Q: 3 clusters Score -9075920 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -9076010.000000 Penalty: 5461.387207
	Iteration 24Q: 3 clusters Score -9076010 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -9076118.000000 Penalty: 5461.387207
	Iteration 25Q: 3 clusters Score -9076118 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -9076192.000000 Penalty: 5461.387207
	Iteration 26Q: 3 clusters Score -9076192 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -9076217.000000 Penalty: 5461.387207
	Iteration 27Q: 3 clusters Score -9076217 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9076315.000000 Penalty: 5461.387207
	Iteration 28Q: 3 clusters Score -9076315 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -9076405.000000 Penalty: 5461.387207
	Iteration 29Q: 3 clusters Score -9076405 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -9076443.000000 Penalty: 5461.387207
	Iteration 30Q: 3 clusters Score -9076443 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -9076490.000000 Penalty: 5461.387207
	Iteration 31Q: 3 clusters Score -9076490 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -9076541.000000 Penalty: 5461.387207
	Iteration 32Q: 3 clusters Score -9076541 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -9076596.000000 Penalty: 5461.387207
	Iteration 33Q: 3 clusters Score -9076596 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -9076638.000000 Penalty: 5461.387207
	Iteration 34Q: 3 clusters Score -9076638 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -9076668.000000 Penalty: 5461.387207
	Iteration 35Q: 3 clusters Score -9076668 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -9076741.000000 Penalty: 5461.387207
	Iteration 36Q: 3 clusters Score -9076741 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -9076795.000000 Penalty: 5461.387207
	Iteration 37Q: 3 clusters Score -9076795 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -9076827.000000 Penalty: 5461.387207
	Iteration 38Q: 3 clusters Score -9076827 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9076875.000000 Penalty: 5461.387207
	Iteration 39Q: 3 clusters Score -9076875 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -9076931.000000 Penalty: 5461.387207
	Iteration 40F: 3 clusters Score -9076931 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -9076979.000000 Penalty: 5461.387207
	Iteration 41Q: 3 clusters Score -9076979 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -9077053.000000 Penalty: 5461.387207
	Iteration 42Q: 3 clusters Score -9077053 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -9077146.000000 Penalty: 5461.387207
	Iteration 43Q: 3 clusters Score -9077146 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -9077230.000000 Penalty: 5461.387207
	Iteration 44Q: 3 clusters Score -9077230 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -9077268.000000 Penalty: 5461.387207
	Iteration 45Q: 3 clusters Score -9077268 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -9077326.000000 Penalty: 5461.387207
	Iteration 46Q: 3 clusters Score -9077326 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -9077396.000000 Penalty: 5461.387207
	Iteration 47Q: 3 clusters Score -9077396 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -9077503.000000 Penalty: 5461.387207
	Iteration 48Q: 3 clusters Score -9077503 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -9077551.000000 Penalty: 5461.387207
	Iteration 49Q: 3 clusters Score -9077551 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -9077649.000000 Penalty: 5461.387207
	Iteration 50Q: 3 clusters Score -9077649 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -9077758.000000 Penalty: 5461.387207
	Iteration 51Q: 3 clusters Score -9077758 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -9077834.000000 Penalty: 5461.387207
	Iteration 52Q: 3 clusters Score -9077834 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -9077925.000000 Penalty: 5461.387207
	Iteration 53Q: 3 clusters Score -9077925 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -9078001.000000 Penalty: 5461.387207
	Iteration 54Q: 3 clusters Score -9078001 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -9078087.000000 Penalty: 5461.387207
	Iteration 55Q: 3 clusters Score -9078087 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -9078210.000000 Penalty: 5461.387207
	Iteration 56Q: 3 clusters Score -9078210 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -9078305.000000 Penalty: 5461.387207
	Iteration 57Q: 3 clusters Score -9078305 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -9078425.000000 Penalty: 5461.387207
	Iteration 58Q: 3 clusters Score -9078425 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -9078542.000000 Penalty: 5461.387207
	Iteration 59Q: 3 clusters Score -9078542 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -9078620.000000 Penalty: 5461.387207
	Iteration 60F: 3 clusters Score -9078620 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -9078701.000000 Penalty: 5461.387207
	Iteration 61Q: 3 clusters Score -9078701 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -9078786.000000 Penalty: 5461.387207
	Iteration 62Q: 3 clusters Score -9078786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -9078838.000000 Penalty: 5461.387207
	Iteration 63Q: 3 clusters Score -9078838 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -9078930.000000 Penalty: 5461.387207
	Iteration 64Q: 3 clusters Score -9078930 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -9079040.000000 Penalty: 5461.387207
	Iteration 65Q: 3 clusters Score -9079040 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9079144.000000 Penalty: 5461.387207
	Iteration 66Q: 3 clusters Score -9079144 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -9079229.000000 Penalty: 5461.387207
	Iteration 67Q: 3 clusters Score -9079229 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -9079265.000000 Penalty: 5461.387207
	Iteration 68Q: 3 clusters Score -9079265 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -9079269.000000 Penalty: 5461.387207
	Iteration 69Q: 3 clusters Score -9079269 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -9079361.000000 Penalty: 5461.387207
	Iteration 70Q: 3 clusters Score -9079361 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -9079451.000000 Penalty: 5461.387207
	Iteration 71Q: 3 clusters Score -9079451 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -9079511.000000 Penalty: 5461.387207
	Iteration 72Q: 3 clusters Score -9079511 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -9079556.000000 Penalty: 5461.387207
	Iteration 73Q: 3 clusters Score -9079556 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -9079605.000000 Penalty: 5461.387207
	Iteration 74Q: 3 clusters Score -9079605 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9079637.000000 Penalty: 5461.387207
	Iteration 75Q: 3 clusters Score -9079637 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -9079703.000000 Penalty: 5461.387207
	Iteration 76Q: 3 clusters Score -9079703 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -9079716.000000 Penalty: 5461.387207
	Iteration 77Q: 3 clusters Score -9079716 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -9079758.000000 Penalty: 5461.387207
	Iteration 78Q: 3 clusters Score -9079758 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52032 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -9079797.000000 Penalty: 5461.387207
	Iteration 79Q: 3 clusters Score -9079797 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9079810.000000 Penalty: 5461.387207
	Iteration 80F: 3 clusters Score -9079810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -9079837.000000 Penalty: 5461.387207
	Iteration 81Q: 3 clusters Score -9079837 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -9079872.000000 Penalty: 5461.387207
	Iteration 82Q: 3 clusters Score -9079872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -9079863.000000 Penalty: 5461.387207
	Iteration 83Q: 3 clusters Score -9079863 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -9079878.000000 Penalty: 5461.387207
	Iteration 84Q: 3 clusters Score -9079878 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -9079884.000000 Penalty: 5461.387207
	Iteration 85Q: 3 clusters Score -9079884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -9079889.000000 Penalty: 5461.387207
	Iteration 86Q: 3 clusters Score -9079889 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -9079922.000000 Penalty: 5461.387207
	Iteration 87Q: 3 clusters Score -9079922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -9079949.000000 Penalty: 5461.387207
	Iteration 88Q: 3 clusters Score -9079949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -9079969.000000 Penalty: 5461.387207
	Iteration 89Q: 3 clusters Score -9079969 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -9079970.000000 Penalty: 5461.387207
	Iteration 90Q: 3 clusters Score -9079970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -9079986.000000 Penalty: 5461.387207
	Iteration 91Q: 3 clusters Score -9079986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -9080022.000000 Penalty: 5461.387207
	Iteration 92Q: 3 clusters Score -9080022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -9080029.000000 Penalty: 5461.387207
	Iteration 93Q: 3 clusters Score -9080029 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -9080053.000000 Penalty: 5461.387207
	Iteration 94Q: 3 clusters Score -9080053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9080061.000000 Penalty: 5461.387207
	Iteration 95Q: 3 clusters Score -9080061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -9080049.000000 Penalty: 5461.387207
	Iteration 96Q: 3 clusters Score -9080049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -9080081.000000 Penalty: 5461.387207
	Iteration 97Q: 3 clusters Score -9080081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -9080082.000000 Penalty: 5461.387207
	Iteration 98Q: 3 clusters Score -9080082 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -9080101.000000 Penalty: 5461.387207
	Iteration 99Q: 3 clusters Score -9080101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -9080133.000000 Penalty: 5461.387207
	Iteration 100F: 3 clusters Score -9080133 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -9080137.000000 Penalty: 5461.387207
	Iteration 101Q: 3 clusters Score -9080137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -9080126.000000 Penalty: 5461.387207
	Iteration 102Q: 3 clusters Score -9080126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -9080136.000000 Penalty: 5461.387207
	Iteration 103Q: 3 clusters Score -9080136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -9080152.000000 Penalty: 5461.387207
	Iteration 104Q: 3 clusters Score -9080152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54899 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -9080158.000000 Penalty: 5461.387207
	Iteration 105Q: 3 clusters Score -9080158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -9080150.000000 Penalty: 5461.387207
	Iteration 106Q: 3 clusters Score -9080150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -9080157.000000 Penalty: 5461.387207
	Iteration 107Q: 3 clusters Score -9080157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -9080197.000000 Penalty: 5461.387207
	Iteration 108Q: 3 clusters Score -9080197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9080190.000000 Penalty: 5461.387207
	Iteration 109Q: 3 clusters Score -9080190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -9080223.000000 Penalty: 5461.387207
	Iteration 110Q: 3 clusters Score -9080223 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -9080231.000000 Penalty: 5461.387207
	Iteration 111Q: 3 clusters Score -9080231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9080245.000000 Penalty: 5461.387207
	Iteration 112Q: 3 clusters Score -9080245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -9080265.000000 Penalty: 5461.387207
	Iteration 113Q: 3 clusters Score -9080265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -9080274.000000 Penalty: 5461.387207
	Iteration 114Q: 3 clusters Score -9080274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9080288.000000 Penalty: 5461.387207
	Iteration 115Q: 3 clusters Score -9080288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9080291.000000 Penalty: 5461.387207
	Iteration 116Q: 3 clusters Score -9080291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9080303.000000 Penalty: 5461.387207
	Iteration 117Q: 3 clusters Score -9080303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -9080300.000000 Penalty: 5461.387207
	Iteration 118Q: 3 clusters Score -9080300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -9080318.000000 Penalty: 5461.387207
	Iteration 119Q: 3 clusters Score -9080318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -9080323.000000 Penalty: 5461.387207
	Iteration 120F: 3 clusters Score -9080323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -9080333.000000 Penalty: 5461.387207
	Iteration 121Q: 3 clusters Score -9080333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9080338.000000 Penalty: 5461.387207
	Iteration 122Q: 3 clusters Score -9080338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9080341.000000 Penalty: 5461.387207
	Iteration 123Q: 3 clusters Score -9080341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55876 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9080342.000000 Penalty: 5461.387207
	Iteration 124Q: 3 clusters Score -9080342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9080342.000000 Penalty: 5461.387207
	Iteration 125Q: 3 clusters Score -9080342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9080349.000000 Penalty: 5461.387207
	Iteration 126Q: 3 clusters Score -9080349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -9080346.000000 Penalty: 5461.387207
	Iteration 127Q: 3 clusters Score -9080346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55887 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -9080346.000000 Penalty: 5461.387207
	Iteration 128F: 3 clusters Score -9080346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28239.082031 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28239.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28349.384766 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28349.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28365.105469 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28365.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28374.599609 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28395.261719 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28395.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28424.574219 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28424.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28446.736328 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28446.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28451.033203 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -28451.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28451.033203 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -28451.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Entering Unmasked Estep 
Score: -1770693.250000 Penalty: 2328.137207
	Iteration 0F: 2 clusters Score -1770693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1761794.000000 Penalty: 4656.274414
	Iteration 0F: 3 clusters Score -1761794 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1764359.750000 Penalty: 4656.274414
	Iteration 1F: 3 clusters Score -1764360 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1764690.125000 Penalty: 4656.274414
	Iteration 2F: 3 clusters Score -1764690 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1764984.000000 Penalty: 4656.274414
	Iteration 3F: 3 clusters Score -1764984 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1765300.875000 Penalty: 4656.274414
	Iteration 4Q: 3 clusters Score -1765301 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1765687.750000 Penalty: 4656.274414
	Iteration 5F: 3 clusters Score -1765688 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1766143.375000 Penalty: 4656.274414
	Iteration 6F: 3 clusters Score -1766143 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1766731.875000 Penalty: 4656.274414
	Iteration 7F: 3 clusters Score -1766732 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1767398.250000 Penalty: 4656.274414
	Iteration 8F: 3 clusters Score -1767398 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1767999.250000 Penalty: 4656.274414
	Iteration 9F: 3 clusters Score -1767999 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1768420.875000 Penalty: 4656.274414
	Iteration 10Q: 3 clusters Score -1768421 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1768727.375000 Penalty: 4656.274414
	Iteration 11Q: 3 clusters Score -1768727 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1768985.500000 Penalty: 4656.274414
	Iteration 12Q: 3 clusters Score -1768986 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1769185.625000 Penalty: 4656.274414
	Iteration 13Q: 3 clusters Score -1769186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1769323.625000 Penalty: 4656.274414
	Iteration 14Q: 3 clusters Score -1769324 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1769423.750000 Penalty: 4656.274414
	Iteration 15Q: 3 clusters Score -1769424 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1769506.250000 Penalty: 4656.274414
	Iteration 16Q: 3 clusters Score -1769506 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1769591.375000 Penalty: 4656.274414
	Iteration 17Q: 3 clusters Score -1769591 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1769677.250000 Penalty: 4656.274414
	Iteration 18Q: 3 clusters Score -1769677 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1769763.000000 Penalty: 4656.274414
	Iteration 19Q: 3 clusters Score -1769763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1769847.375000 Penalty: 4656.274414
	Iteration 20F: 3 clusters Score -1769847 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1769909.500000 Penalty: 4656.274414
	Iteration 21Q: 3 clusters Score -1769910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1769959.750000 Penalty: 4656.274414
	Iteration 22Q: 3 clusters Score -1769960 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1770003.125000 Penalty: 4656.274414
	Iteration 23Q: 3 clusters Score -1770003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1770043.000000 Penalty: 4656.274414
	Iteration 24Q: 3 clusters Score -1770043 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1770075.500000 Penalty: 4656.274414
	Iteration 25Q: 3 clusters Score -1770076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1770098.000000 Penalty: 4656.274414
	Iteration 26Q: 3 clusters Score -1770098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1770115.500000 Penalty: 4656.274414
	Iteration 27Q: 3 clusters Score -1770116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1770122.000000 Penalty: 4656.274414
	Iteration 28Q: 3 clusters Score -1770122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1770129.250000 Penalty: 4656.274414
	Iteration 29Q: 3 clusters Score -1770129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1770136.125000 Penalty: 4656.274414
	Iteration 30Q: 3 clusters Score -1770136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1770141.375000 Penalty: 4656.274414
	Iteration 31Q: 3 clusters Score -1770141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1770138.250000 Penalty: 4656.274414
	Iteration 32Q: 3 clusters Score -1770138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1770138.875000 Penalty: 4656.274414
	Iteration 33Q: 3 clusters Score -1770139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1770142.125000 Penalty: 4656.274414
	Iteration 34Q: 3 clusters Score -1770142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1770143.500000 Penalty: 4656.274414
	Iteration 35Q: 3 clusters Score -1770144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1770142.000000 Penalty: 4656.274414
	Iteration 36Q: 3 clusters Score -1770142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1770140.000000 Penalty: 4656.274414
	Iteration 37Q: 3 clusters Score -1770140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1770143.000000 Penalty: 4656.274414
	Iteration 38Q: 3 clusters Score -1770143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1770141.125000 Penalty: 4656.274414
	Iteration 39Q: 3 clusters Score -1770141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1770139.000000 Penalty: 4656.274414
	Iteration 40F: 3 clusters Score -1770139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1770142.000000 Penalty: 4656.274414
	Iteration 41Q: 3 clusters Score -1770142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1770141.875000 Penalty: 4656.274414
	Iteration 42Q: 3 clusters Score -1770142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1770145.125000 Penalty: 4656.274414
	Iteration 43Q: 3 clusters Score -1770145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1770146.125000 Penalty: 4656.274414
	Iteration 44Q: 3 clusters Score -1770146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1770146.125000 Penalty: 4656.274414
	Iteration 45F: 3 clusters Score -1770146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -414909.687500 Penalty: 1986.239502
	Iteration 0F: 2 clusters Score -414909.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411673.625000 Penalty: 3972.479004
	Iteration 0F: 3 clusters Score -411673.6 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -412644.812500 Penalty: 3972.479004
	Iteration 1F: 3 clusters Score -412644.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -413366.031250 Penalty: 3972.479004
	Iteration 2F: 3 clusters Score -413366 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -414095.156250 Penalty: 3972.479004
	Iteration 3F: 3 clusters Score -414095.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -414715.968750 Penalty: 3972.479004
	Iteration 4F: 3 clusters Score -414716 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -415125.000000 Penalty: 3972.479004
	Iteration 5F: 3 clusters Score -415125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415291.375000 Penalty: 3972.479004
	Iteration 6Q: 3 clusters Score -415291.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415355.906250 Penalty: 3972.479004
	Iteration 7Q: 3 clusters Score -415355.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -415380.312500 Penalty: 3972.479004
	Iteration 8Q: 3 clusters Score -415380.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415398.562500 Penalty: 3972.479004
	Iteration 9Q: 3 clusters Score -415398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -415416.000000 Penalty: 3972.479004
	Iteration 10Q: 3 clusters Score -415416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -415427.812500 Penalty: 3972.479004
	Iteration 11Q: 3 clusters Score -415427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -415435.312500 Penalty: 3972.479004
	Iteration 12Q: 3 clusters Score -415435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415436.843750 Penalty: 3972.479004
	Iteration 13Q: 3 clusters Score -415436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -415438.687500 Penalty: 3972.479004
	Iteration 14Q: 3 clusters Score -415438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415440.843750 Penalty: 3972.479004
	Iteration 15Q: 3 clusters Score -415440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -415441.593750 Penalty: 3972.479004
	Iteration 16Q: 3 clusters Score -415441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -415442.468750 Penalty: 3972.479004
	Iteration 17Q: 3 clusters Score -415442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -415443.187500 Penalty: 3972.479004
	Iteration 18Q: 3 clusters Score -415443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -415444.062500 Penalty: 3972.479004
	Iteration 19Q: 3 clusters Score -415444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -415445.843750 Penalty: 3972.479004
	Iteration 20F: 3 clusters Score -415445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -415450.843750 Penalty: 3972.479004
	Iteration 21Q: 3 clusters Score -415450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -415454.875000 Penalty: 3972.479004
	Iteration 22Q: 3 clusters Score -415454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415459.562500 Penalty: 3972.479004
	Iteration 23Q: 3 clusters Score -415459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -415464.406250 Penalty: 3972.479004
	Iteration 24Q: 3 clusters Score -415464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415470.312500 Penalty: 3972.479004
	Iteration 25Q: 3 clusters Score -415470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -415475.750000 Penalty: 3972.479004
	Iteration 26Q: 3 clusters Score -415475.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -415480.875000 Penalty: 3972.479004
	Iteration 27Q: 3 clusters Score -415480.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -415493.125000 Penalty: 3972.479004
	Iteration 28Q: 3 clusters Score -415493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -415515.812500 Penalty: 3972.479004
	Iteration 29Q: 3 clusters Score -415515.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -415531.625000 Penalty: 3972.479004
	Iteration 30Q: 3 clusters Score -415531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -415540.156250 Penalty: 3972.479004
	Iteration 31Q: 3 clusters Score -415540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -415544.625000 Penalty: 3972.479004
	Iteration 32Q: 3 clusters Score -415544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -415548.156250 Penalty: 3972.479004
	Iteration 33Q: 3 clusters Score -415548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -415550.187500 Penalty: 3972.479004
	Iteration 34Q: 3 clusters Score -415550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -415551.125000 Penalty: 3972.479004
	Iteration 35Q: 3 clusters Score -415551.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415552.437500 Penalty: 3972.479004
	Iteration 36Q: 3 clusters Score -415552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -415552.875000 Penalty: 3972.479004
	Iteration 37Q: 3 clusters Score -415552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415553.593750 Penalty: 3972.479004
	Iteration 38Q: 3 clusters Score -415553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415553.593750 Penalty: 3972.479004
	Iteration 39F: 3 clusters Score -415553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 38877 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Mstep: Class 45 contains 1532 members 
Entering Unmasked Estep 
Score: -115049696.000000 Penalty: 151731.828125
Splitting cluster 8 changes total score from -115050040.000000 to -115049696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Entering Unmasked Estep 
Score: -1996537.750000 Penalty: 2362.870117
	Iteration 0F: 2 clusters Score -1996538 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 6919 members 
Entering Unmasked Estep 
Score: -1986570.000000 Penalty: 4725.740234
	Iteration 0F: 3 clusters Score -1986570 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1989905.750000 Penalty: 4725.740234
	Iteration 1F: 3 clusters Score -1989906 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1990606.000000 Penalty: 4725.740234
	Iteration 2F: 3 clusters Score -1990606 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1991310.500000 Penalty: 4725.740234
	Iteration 3F: 3 clusters Score -1991310 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1991958.625000 Penalty: 4725.740234
	Iteration 4F: 3 clusters Score -1991959 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1992482.000000 Penalty: 4725.740234
	Iteration 5F: 3 clusters Score -1992482 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1992869.625000 Penalty: 4725.740234
	Iteration 6Q: 3 clusters Score -1992870 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1993146.500000 Penalty: 4725.740234
	Iteration 7Q: 3 clusters Score -1993146 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1993340.125000 Penalty: 4725.740234
	Iteration 8Q: 3 clusters Score -1993340 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1993474.125000 Penalty: 4725.740234
	Iteration 9Q: 3 clusters Score -1993474 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1993614.500000 Penalty: 4725.740234
	Iteration 10Q: 3 clusters Score -1993614 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1993768.000000 Penalty: 4725.740234
	Iteration 11Q: 3 clusters Score -1993768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1993942.625000 Penalty: 4725.740234
	Iteration 12Q: 3 clusters Score -1993943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1994173.250000 Penalty: 4725.740234
	Iteration 13Q: 3 clusters Score -1994173 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1994390.125000 Penalty: 4725.740234
	Iteration 14Q: 3 clusters Score -1994390 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1994569.250000 Penalty: 4725.740234
	Iteration 15Q: 3 clusters Score -1994569 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1994698.375000 Penalty: 4725.740234
	Iteration 16Q: 3 clusters Score -1994698 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1994816.375000 Penalty: 4725.740234
	Iteration 17Q: 3 clusters Score -1994816 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1994925.000000 Penalty: 4725.740234
	Iteration 18Q: 3 clusters Score -1994925 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1995039.750000 Penalty: 4725.740234
	Iteration 19Q: 3 clusters Score -1995040 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1995138.750000 Penalty: 4725.740234
	Iteration 20F: 3 clusters Score -1995139 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1995244.500000 Penalty: 4725.740234
	Iteration 21Q: 3 clusters Score -1995244 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1995336.625000 Penalty: 4725.740234
	Iteration 22Q: 3 clusters Score -1995337 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1995428.250000 Penalty: 4725.740234
	Iteration 23Q: 3 clusters Score -1995428 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1995500.625000 Penalty: 4725.740234
	Iteration 24Q: 3 clusters Score -1995501 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1995543.125000 Penalty: 4725.740234
	Iteration 25Q: 3 clusters Score -1995543 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1995582.500000 Penalty: 4725.740234
	Iteration 26Q: 3 clusters Score -1995582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1995608.625000 Penalty: 4725.740234
	Iteration 27Q: 3 clusters Score -1995609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1995637.000000 Penalty: 4725.740234
	Iteration 28Q: 3 clusters Score -1995637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1995663.500000 Penalty: 4725.740234
	Iteration 29Q: 3 clusters Score -1995664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1995683.125000 Penalty: 4725.740234
	Iteration 30Q: 3 clusters Score -1995683 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1995692.750000 Penalty: 4725.740234
	Iteration 31Q: 3 clusters Score -1995693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1995697.875000 Penalty: 4725.740234
	Iteration 32Q: 3 clusters Score -1995698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1995704.500000 Penalty: 4725.740234
	Iteration 33Q: 3 clusters Score -1995704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1995714.875000 Penalty: 4725.740234
	Iteration 34Q: 3 clusters Score -1995715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1995714.875000 Penalty: 4725.740234
	Iteration 35Q: 3 clusters Score -1995715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1995713.625000 Penalty: 4725.740234
	Iteration 36Q: 3 clusters Score -1995714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1995715.750000 Penalty: 4725.740234
	Iteration 37Q: 3 clusters Score -1995716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1995718.625000 Penalty: 4725.740234
	Iteration 38Q: 3 clusters Score -1995719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1995724.500000 Penalty: 4725.740234
	Iteration 39Q: 3 clusters Score -1995724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1995725.000000 Penalty: 4725.740234
	Iteration 40F: 3 clusters Score -1995725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1995725.250000 Penalty: 4725.740234
	Iteration 41Q: 3 clusters Score -1995725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1995724.625000 Penalty: 4725.740234
	Iteration 42Q: 3 clusters Score -1995725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1995724.000000 Penalty: 4725.740234
	Iteration 43Q: 3 clusters Score -1995724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1995723.750000 Penalty: 4725.740234
	Iteration 44Q: 3 clusters Score -1995724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1995723.750000 Penalty: 4725.740234
	Iteration 45F: 3 clusters Score -1995724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Entering Unmasked Estep 
Score: -3161746.500000 Penalty: 2473.319092
	Iteration 0F: 2 clusters Score -3161746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -3146741.500000 Penalty: 4946.638184
	Iteration 0F: 3 clusters Score -3146742 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3151696.500000 Penalty: 4946.638184
	Iteration 1F: 3 clusters Score -3151696 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3152126.000000 Penalty: 4946.638184
	Iteration 2F: 3 clusters Score -3152126 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3152528.250000 Penalty: 4946.638184
	Iteration 3Q: 3 clusters Score -3152528 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3152934.000000 Penalty: 4946.638184
	Iteration 4Q: 3 clusters Score -3152934 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3153415.750000 Penalty: 4946.638184
	Iteration 5Q: 3 clusters Score -3153416 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -3154023.000000 Penalty: 4946.638184
	Iteration 6F: 3 clusters Score -3154023 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3154799.250000 Penalty: 4946.638184
	Iteration 7F: 3 clusters Score -3154799 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3155655.250000 Penalty: 4946.638184
	Iteration 8F: 3 clusters Score -3155655 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3156436.750000 Penalty: 4946.638184
	Iteration 9F: 3 clusters Score -3156437 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -3157069.750000 Penalty: 4946.638184
	Iteration 10Q: 3 clusters Score -3157070 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3157571.000000 Penalty: 4946.638184
	Iteration 11Q: 3 clusters Score -3157571 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3157944.750000 Penalty: 4946.638184
	Iteration 12Q: 3 clusters Score -3157945 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3158234.000000 Penalty: 4946.638184
	Iteration 13Q: 3 clusters Score -3158234 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3158476.000000 Penalty: 4946.638184
	Iteration 14Q: 3 clusters Score -3158476 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3158661.750000 Penalty: 4946.638184
	Iteration 15Q: 3 clusters Score -3158662 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3158807.500000 Penalty: 4946.638184
	Iteration 16Q: 3 clusters Score -3158808 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3158927.250000 Penalty: 4946.638184
	Iteration 17Q: 3 clusters Score -3158927 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3159016.250000 Penalty: 4946.638184
	Iteration 18Q: 3 clusters Score -3159016 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3159107.500000 Penalty: 4946.638184
	Iteration 19Q: 3 clusters Score -3159108 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3159192.250000 Penalty: 4946.638184
	Iteration 20F: 3 clusters Score -3159192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3159263.250000 Penalty: 4946.638184
	Iteration 21Q: 3 clusters Score -3159263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3159333.750000 Penalty: 4946.638184
	Iteration 22Q: 3 clusters Score -3159334 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3159381.500000 Penalty: 4946.638184
	Iteration 23Q: 3 clusters Score -3159382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3159437.500000 Penalty: 4946.638184
	Iteration 24Q: 3 clusters Score -3159438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3159488.750000 Penalty: 4946.638184
	Iteration 25Q: 3 clusters Score -3159489 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3159532.750000 Penalty: 4946.638184
	Iteration 26Q: 3 clusters Score -3159533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3159571.250000 Penalty: 4946.638184
	Iteration 27Q: 3 clusters Score -3159571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3159590.000000 Penalty: 4946.638184
	Iteration 28Q: 3 clusters Score -3159590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3159611.500000 Penalty: 4946.638184
	Iteration 29Q: 3 clusters Score -3159612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3159630.250000 Penalty: 4946.638184
	Iteration 30Q: 3 clusters Score -3159630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3159651.250000 Penalty: 4946.638184
	Iteration 31Q: 3 clusters Score -3159651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3159655.250000 Penalty: 4946.638184
	Iteration 32Q: 3 clusters Score -3159655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3159667.750000 Penalty: 4946.638184
	Iteration 33Q: 3 clusters Score -3159668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3159670.000000 Penalty: 4946.638184
	Iteration 34Q: 3 clusters Score -3159670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3159675.250000 Penalty: 4946.638184
	Iteration 35Q: 3 clusters Score -3159675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3159675.500000 Penalty: 4946.638184
	Iteration 36Q: 3 clusters Score -3159676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3159679.750000 Penalty: 4946.638184
	Iteration 37Q: 3 clusters Score -3159680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3159680.750000 Penalty: 4946.638184
	Iteration 38Q: 3 clusters Score -3159681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3159681.250000 Penalty: 4946.638184
	Iteration 39Q: 3 clusters Score -3159681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3159681.250000 Penalty: 4946.638184
	Iteration 40F: 3 clusters Score -3159681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3159685.500000 Penalty: 4946.638184
	Iteration 41Q: 3 clusters Score -3159686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3159691.250000 Penalty: 4946.638184
	Iteration 42Q: 3 clusters Score -3159691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3159694.000000 Penalty: 4946.638184
	Iteration 43Q: 3 clusters Score -3159694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3159685.500000 Penalty: 4946.638184
	Iteration 44Q: 3 clusters Score -3159686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3159695.750000 Penalty: 4946.638184
	Iteration 45Q: 3 clusters Score -3159696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3159699.250000 Penalty: 4946.638184
	Iteration 46Q: 3 clusters Score -3159699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3159696.250000 Penalty: 4946.638184
	Iteration 47Q: 3 clusters Score -3159696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3159696.000000 Penalty: 4946.638184
	Iteration 48Q: 3 clusters Score -3159696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3159697.250000 Penalty: 4946.638184
	Iteration 49Q: 3 clusters Score -3159697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3159698.000000 Penalty: 4946.638184
	Iteration 50Q: 3 clusters Score -3159698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3159702.500000 Penalty: 4946.638184
	Iteration 51Q: 3 clusters Score -3159702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3159701.250000 Penalty: 4946.638184
	Iteration 52Q: 3 clusters Score -3159701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3159699.500000 Penalty: 4946.638184
	Iteration 53Q: 3 clusters Score -3159700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3159699.500000 Penalty: 4946.638184
	Iteration 54F: 3 clusters Score -3159700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -430793.562500 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -430793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -427303.218750 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -427303.2 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -428413.718750 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -428413.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -429259.031250 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -429259 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -429944.781250 Penalty: 4044.346680
	Iteration 3F: 3 clusters Score -429944.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -430209.656250 Penalty: 4044.346680
	Iteration 4F: 3 clusters Score -430209.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -430322.062500 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -430322.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -430374.656250 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -430374.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -430405.218750 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -430405.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -430421.781250 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -430421.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -430436.718750 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -430436.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -430448.687500 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -430448.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -430461.281250 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -430461.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -430464.625000 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -430464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -430468.593750 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -430468.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430471.687500 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -430471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430473.250000 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -430473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -430474.625000 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -430474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -430475.312500 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -430475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -430475.312500 Penalty: 4044.346680
	Iteration 18F: 3 clusters Score -430475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96868 members 
Entering Unmasked Estep 
Score: -14557160.000000 Penalty: 2847.313965
	Iteration 0F: 2 clusters Score -1.455716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -14492310.000000 Penalty: 5694.627930
	Iteration 0F: 3 clusters Score -1.449231e+07 nChanged 45937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -14518740.000000 Penalty: 5694.627930
	Iteration 1F: 3 clusters Score -1.451874e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -14519680.000000 Penalty: 5694.627930
	Iteration 2Q: 3 clusters Score -1.451968e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -14520872.000000 Penalty: 5694.627930
	Iteration 3Q: 3 clusters Score -1.452087e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -14522326.000000 Penalty: 5694.627930
	Iteration 4Q: 3 clusters Score -1.452233e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -14524239.000000 Penalty: 5694.627930
	Iteration 5Q: 3 clusters Score -1.452424e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -14526863.000000 Penalty: 5694.627930
	Iteration 6Q: 3 clusters Score -1.452686e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 64284 members 
Entering Unmasked Estep 
Score: -14530324.000000 Penalty: 5694.627930
	Iteration 7F: 3 clusters Score -1.453032e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -14534649.000000 Penalty: 5694.627930
	Iteration 8F: 3 clusters Score -1.453465e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -14539604.000000 Penalty: 5694.627930
	Iteration 9F: 3 clusters Score -1.45396e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -14544352.000000 Penalty: 5694.627930
	Iteration 10F: 3 clusters Score -1.454435e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -14548390.000000 Penalty: 5694.627930
	Iteration 11F: 3 clusters Score -1.454839e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 89853 members 
Entering Unmasked Estep 
Score: -14551058.000000 Penalty: 5694.627930
	Iteration 12Q: 3 clusters Score -1.455106e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -14552625.000000 Penalty: 5694.627930
	Iteration 13Q: 3 clusters Score -1.455262e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -14553577.000000 Penalty: 5694.627930
	Iteration 14Q: 3 clusters Score -1.455358e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 94270 members 
Entering Unmasked Estep 
Score: -14554019.000000 Penalty: 5694.627930
	Iteration 15Q: 3 clusters Score -1.455402e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -14554329.000000 Penalty: 5694.627930
	Iteration 16Q: 3 clusters Score -1.455433e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -14554514.000000 Penalty: 5694.627930
	Iteration 17Q: 3 clusters Score -1.455451e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 95230 members 
Entering Unmasked Estep 
Score: -14554628.000000 Penalty: 5694.627930
	Iteration 18Q: 3 clusters Score -1.455463e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 95352 members 
Entering Unmasked Estep 
Score: -14554662.000000 Penalty: 5694.627930
	Iteration 19Q: 3 clusters Score -1.455466e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -14554739.000000 Penalty: 5694.627930
	Iteration 20F: 3 clusters Score -1.455474e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -14554772.000000 Penalty: 5694.627930
	Iteration 21Q: 3 clusters Score -1.455477e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 95565 members 
Entering Unmasked Estep 
Score: -14554792.000000 Penalty: 5694.627930
	Iteration 22Q: 3 clusters Score -1.455479e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 95610 members 
Entering Unmasked Estep 
Score: -14554814.000000 Penalty: 5694.627930
	Iteration 23Q: 3 clusters Score -1.455481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -14554822.000000 Penalty: 5694.627930
	Iteration 24Q: 3 clusters Score -1.455482e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -14554835.000000 Penalty: 5694.627930
	Iteration 25Q: 3 clusters Score -1.455484e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -14554846.000000 Penalty: 5694.627930
	Iteration 26Q: 3 clusters Score -1.455485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -14554856.000000 Penalty: 5694.627930
	Iteration 27Q: 3 clusters Score -1.455486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -14554855.000000 Penalty: 5694.627930
	Iteration 28Q: 3 clusters Score -1.455486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 95721 members 
Entering Unmasked Estep 
Score: -14554872.000000 Penalty: 5694.627930
	Iteration 29Q: 3 clusters Score -1.455487e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -14554881.000000 Penalty: 5694.627930
	Iteration 30Q: 3 clusters Score -1.455488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -14554892.000000 Penalty: 5694.627930
	Iteration 31Q: 3 clusters Score -1.455489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 95748 members 
Entering Unmasked Estep 
Score: -14554896.000000 Penalty: 5694.627930
	Iteration 32Q: 3 clusters Score -1.45549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -14554898.000000 Penalty: 5694.627930
	Iteration 33Q: 3 clusters Score -1.45549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 95761 members 
Entering Unmasked Estep 
Score: -14554900.000000 Penalty: 5694.627930
	Iteration 34Q: 3 clusters Score -1.45549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -14554914.000000 Penalty: 5694.627930
	Iteration 35Q: 3 clusters Score -1.455491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -14554905.000000 Penalty: 5694.627930
	Iteration 36Q: 3 clusters Score -1.45549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -14554910.000000 Penalty: 5694.627930
	Iteration 37Q: 3 clusters Score -1.455491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -14554901.000000 Penalty: 5694.627930
	Iteration 38Q: 3 clusters Score -1.45549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -14554902.000000 Penalty: 5694.627930
	Iteration 39Q: 3 clusters Score -1.45549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -14554904.000000 Penalty: 5694.627930
	Iteration 40F: 3 clusters Score -1.45549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -14554909.000000 Penalty: 5694.627930
	Iteration 41Q: 3 clusters Score -1.455491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -14554904.000000 Penalty: 5694.627930
	Iteration 42Q: 3 clusters Score -1.45549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -14554903.000000 Penalty: 5694.627930
	Iteration 43Q: 3 clusters Score -1.45549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -14554903.000000 Penalty: 5694.627930
	Iteration 44F: 3 clusters Score -1.45549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Entering Unmasked Estep 
Score: -862548.250000 Penalty: 2157.355713
	Iteration 0F: 2 clusters Score -862548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -857362.687500 Penalty: 4314.711426
	Iteration 0F: 3 clusters Score -857362.7 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -858764.062500 Penalty: 4314.711426
	Iteration 1F: 3 clusters Score -858764.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -859140.375000 Penalty: 4314.711426
	Iteration 2F: 3 clusters Score -859140.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -859441.562500 Penalty: 4314.711426
	Iteration 3F: 3 clusters Score -859441.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -859682.687500 Penalty: 4314.711426
	Iteration 4F: 3 clusters Score -859682.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -859903.000000 Penalty: 4314.711426
	Iteration 5F: 3 clusters Score -859903 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -860108.625000 Penalty: 4314.711426
	Iteration 6Q: 3 clusters Score -860108.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -860317.500000 Penalty: 4314.711426
	Iteration 7Q: 3 clusters Score -860317.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -860496.562500 Penalty: 4314.711426
	Iteration 8Q: 3 clusters Score -860496.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -860653.937500 Penalty: 4314.711426
	Iteration 9Q: 3 clusters Score -860653.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -860780.687500 Penalty: 4314.711426
	Iteration 10Q: 3 clusters Score -860780.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -860862.312500 Penalty: 4314.711426
	Iteration 11Q: 3 clusters Score -860862.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -860925.687500 Penalty: 4314.711426
	Iteration 12Q: 3 clusters Score -860925.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -860982.312500 Penalty: 4314.711426
	Iteration 13Q: 3 clusters Score -860982.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -861032.937500 Penalty: 4314.711426
	Iteration 14Q: 3 clusters Score -861032.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -861094.062500 Penalty: 4314.711426
	Iteration 15Q: 3 clusters Score -861094.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -861151.375000 Penalty: 4314.711426
	Iteration 16Q: 3 clusters Score -861151.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -861183.250000 Penalty: 4314.711426
	Iteration 17Q: 3 clusters Score -861183.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -861211.125000 Penalty: 4314.711426
	Iteration 18Q: 3 clusters Score -861211.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -861234.937500 Penalty: 4314.711426
	Iteration 19Q: 3 clusters Score -861234.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -861259.937500 Penalty: 4314.711426
	Iteration 20F: 3 clusters Score -861259.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -861285.125000 Penalty: 4314.711426
	Iteration 21Q: 3 clusters Score -861285.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -861305.750000 Penalty: 4314.711426
	Iteration 22Q: 3 clusters Score -861305.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -861321.875000 Penalty: 4314.711426
	Iteration 23Q: 3 clusters Score -861321.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -861334.562500 Penalty: 4314.711426
	Iteration 24Q: 3 clusters Score -861334.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -861343.875000 Penalty: 4314.711426
	Iteration 25Q: 3 clusters Score -861343.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -861354.875000 Penalty: 4314.711426
	Iteration 26Q: 3 clusters Score -861354.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -861364.312500 Penalty: 4314.711426
	Iteration 27Q: 3 clusters Score -861364.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -861374.250000 Penalty: 4314.711426
	Iteration 28Q: 3 clusters Score -861374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -861381.687500 Penalty: 4314.711426
	Iteration 29Q: 3 clusters Score -861381.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -861390.812500 Penalty: 4314.711426
	Iteration 30Q: 3 clusters Score -861390.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -861390.375000 Penalty: 4314.711426
	Iteration 31Q: 3 clusters Score -861390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -861395.875000 Penalty: 4314.711426
	Iteration 32Q: 3 clusters Score -861395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -861397.875000 Penalty: 4314.711426
	Iteration 33Q: 3 clusters Score -861397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -861398.312500 Penalty: 4314.711426
	Iteration 34Q: 3 clusters Score -861398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -861403.187500 Penalty: 4314.711426
	Iteration 35Q: 3 clusters Score -861403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -861408.625000 Penalty: 4314.711426
	Iteration 36Q: 3 clusters Score -861408.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -861409.375000 Penalty: 4314.711426
	Iteration 37Q: 3 clusters Score -861409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -861411.812500 Penalty: 4314.711426
	Iteration 38Q: 3 clusters Score -861411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -861413.187500 Penalty: 4314.711426
	Iteration 39Q: 3 clusters Score -861413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -861413.875000 Penalty: 4314.711426
	Iteration 40F: 3 clusters Score -861413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -861415.750000 Penalty: 4314.711426
	Iteration 41Q: 3 clusters Score -861415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -861417.187500 Penalty: 4314.711426
	Iteration 42Q: 3 clusters Score -861417.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -861421.375000 Penalty: 4314.711426
	Iteration 43Q: 3 clusters Score -861421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -861426.062500 Penalty: 4314.711426
	Iteration 44Q: 3 clusters Score -861426.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -861431.562500 Penalty: 4314.711426
	Iteration 45Q: 3 clusters Score -861431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -861439.250000 Penalty: 4314.711426
	Iteration 46Q: 3 clusters Score -861439.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -861449.125000 Penalty: 4314.711426
	Iteration 47Q: 3 clusters Score -861449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -861453.500000 Penalty: 4314.711426
	Iteration 48Q: 3 clusters Score -861453.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -861461.500000 Penalty: 4314.711426
	Iteration 49Q: 3 clusters Score -861461.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -861465.500000 Penalty: 4314.711426
	Iteration 50Q: 3 clusters Score -861465.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -861472.875000 Penalty: 4314.711426
	Iteration 51Q: 3 clusters Score -861472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -861482.312500 Penalty: 4314.711426
	Iteration 52Q: 3 clusters Score -861482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -861486.375000 Penalty: 4314.711426
	Iteration 53Q: 3 clusters Score -861486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -861487.937500 Penalty: 4314.711426
	Iteration 54Q: 3 clusters Score -861487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -861493.750000 Penalty: 4314.711426
	Iteration 55Q: 3 clusters Score -861493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -861496.437500 Penalty: 4314.711426
	Iteration 56Q: 3 clusters Score -861496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -861503.812500 Penalty: 4314.711426
	Iteration 57Q: 3 clusters Score -861503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -861518.062500 Penalty: 4314.711426
	Iteration 58Q: 3 clusters Score -861518.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -861532.812500 Penalty: 4314.711426
	Iteration 59Q: 3 clusters Score -861532.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -861554.062500 Penalty: 4314.711426
	Iteration 60F: 3 clusters Score -861554.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -861579.500000 Penalty: 4314.711426
	Iteration 61Q: 3 clusters Score -861579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -861591.500000 Penalty: 4314.711426
	Iteration 62Q: 3 clusters Score -861591.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -861604.500000 Penalty: 4314.711426
	Iteration 63Q: 3 clusters Score -861604.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -861618.062500 Penalty: 4314.711426
	Iteration 64Q: 3 clusters Score -861618.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -861633.937500 Penalty: 4314.711426
	Iteration 65Q: 3 clusters Score -861633.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -861644.500000 Penalty: 4314.711426
	Iteration 66Q: 3 clusters Score -861644.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -861652.750000 Penalty: 4314.711426
	Iteration 67Q: 3 clusters Score -861652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -861656.625000 Penalty: 4314.711426
	Iteration 68Q: 3 clusters Score -861656.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -861660.625000 Penalty: 4314.711426
	Iteration 69Q: 3 clusters Score -861660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -861664.625000 Penalty: 4314.711426
	Iteration 70Q: 3 clusters Score -861664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -861664.000000 Penalty: 4314.711426
	Iteration 71Q: 3 clusters Score -861664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -861664.000000 Penalty: 4314.711426
	Iteration 72Q: 3 clusters Score -861664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -861663.937500 Penalty: 4314.711426
	Iteration 73Q: 3 clusters Score -861663.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -861665.687500 Penalty: 4314.711426
	Iteration 74Q: 3 clusters Score -861665.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -861666.000000 Penalty: 4314.711426
	Iteration 75Q: 3 clusters Score -861666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -861666.000000 Penalty: 4314.711426
	Iteration 76F: 3 clusters Score -861666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Entering Unmasked Estep 
Score: -2108629.500000 Penalty: 2372.120850
	Iteration 0F: 2 clusters Score -2108630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2098234.750000 Penalty: 4744.241699
	Iteration 0F: 3 clusters Score -2098235 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2101481.250000 Penalty: 4744.241699
	Iteration 1F: 3 clusters Score -2101481 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2101859.250000 Penalty: 4744.241699
	Iteration 2F: 3 clusters Score -2101859 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2102133.000000 Penalty: 4744.241699
	Iteration 3Q: 3 clusters Score -2102133 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2102379.250000 Penalty: 4744.241699
	Iteration 4Q: 3 clusters Score -2102379 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2102604.750000 Penalty: 4744.241699
	Iteration 5Q: 3 clusters Score -2102605 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2102858.750000 Penalty: 4744.241699
	Iteration 6Q: 3 clusters Score -2102859 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2103137.500000 Penalty: 4744.241699
	Iteration 7Q: 3 clusters Score -2103138 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2103426.750000 Penalty: 4744.241699
	Iteration 8Q: 3 clusters Score -2103427 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2103728.250000 Penalty: 4744.241699
	Iteration 9Q: 3 clusters Score -2103728 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2104067.250000 Penalty: 4744.241699
	Iteration 10Q: 3 clusters Score -2104067 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2104424.500000 Penalty: 4744.241699
	Iteration 11Q: 3 clusters Score -2104424 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2104796.750000 Penalty: 4744.241699
	Iteration 12Q: 3 clusters Score -2104797 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2105181.000000 Penalty: 4744.241699
	Iteration 13Q: 3 clusters Score -2105181 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2105502.250000 Penalty: 4744.241699
	Iteration 14Q: 3 clusters Score -2105502 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2105752.500000 Penalty: 4744.241699
	Iteration 15Q: 3 clusters Score -2105752 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2105981.750000 Penalty: 4744.241699
	Iteration 16Q: 3 clusters Score -2105982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2106193.000000 Penalty: 4744.241699
	Iteration 17Q: 3 clusters Score -2106193 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2106363.000000 Penalty: 4744.241699
	Iteration 18Q: 3 clusters Score -2106363 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2106521.000000 Penalty: 4744.241699
	Iteration 19Q: 3 clusters Score -2106521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2106665.500000 Penalty: 4744.241699
	Iteration 20F: 3 clusters Score -2106666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2106762.750000 Penalty: 4744.241699
	Iteration 21Q: 3 clusters Score -2106763 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2106836.250000 Penalty: 4744.241699
	Iteration 22Q: 3 clusters Score -2106836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2106898.000000 Penalty: 4744.241699
	Iteration 23Q: 3 clusters Score -2106898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2106938.750000 Penalty: 4744.241699
	Iteration 24Q: 3 clusters Score -2106939 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2106971.250000 Penalty: 4744.241699
	Iteration 25Q: 3 clusters Score -2106971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2106999.500000 Penalty: 4744.241699
	Iteration 26Q: 3 clusters Score -2107000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2107027.750000 Penalty: 4744.241699
	Iteration 27Q: 3 clusters Score -2107028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2107046.750000 Penalty: 4744.241699
	Iteration 28Q: 3 clusters Score -2107047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2107064.750000 Penalty: 4744.241699
	Iteration 29Q: 3 clusters Score -2107065 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2107086.250000 Penalty: 4744.241699
	Iteration 30Q: 3 clusters Score -2107086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2107108.250000 Penalty: 4744.241699
	Iteration 31Q: 3 clusters Score -2107108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2107129.000000 Penalty: 4744.241699
	Iteration 32Q: 3 clusters Score -2107129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2107133.500000 Penalty: 4744.241699
	Iteration 33Q: 3 clusters Score -2107134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2107140.000000 Penalty: 4744.241699
	Iteration 34Q: 3 clusters Score -2107140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2107146.000000 Penalty: 4744.241699
	Iteration 35Q: 3 clusters Score -2107146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2107148.500000 Penalty: 4744.241699
	Iteration 36Q: 3 clusters Score -2107148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2107153.250000 Penalty: 4744.241699
	Iteration 37Q: 3 clusters Score -2107153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2107156.750000 Penalty: 4744.241699
	Iteration 38Q: 3 clusters Score -2107157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2107159.500000 Penalty: 4744.241699
	Iteration 39Q: 3 clusters Score -2107160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2107159.000000 Penalty: 4744.241699
	Iteration 40F: 3 clusters Score -2107159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2107158.750000 Penalty: 4744.241699
	Iteration 41Q: 3 clusters Score -2107159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2107158.750000 Penalty: 4744.241699
	Iteration 42F: 3 clusters Score -2107159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Entering Unmasked Estep 
Score: -2287191.500000 Penalty: 2409.944824
	Iteration 0F: 2 clusters Score -2287192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2275200.000000 Penalty: 4819.889648
	Iteration 0F: 3 clusters Score -2275200 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2279453.750000 Penalty: 4819.889648
	Iteration 1F: 3 clusters Score -2279454 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2280254.250000 Penalty: 4819.889648
	Iteration 2F: 3 clusters Score -2280254 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2281094.500000 Penalty: 4819.889648
	Iteration 3F: 3 clusters Score -2281094 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2281882.750000 Penalty: 4819.889648
	Iteration 4F: 3 clusters Score -2281883 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2282586.250000 Penalty: 4819.889648
	Iteration 5F: 3 clusters Score -2282586 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2283105.750000 Penalty: 4819.889648
	Iteration 6F: 3 clusters Score -2283106 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2283477.750000 Penalty: 4819.889648
	Iteration 7Q: 3 clusters Score -2283478 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2283728.500000 Penalty: 4819.889648
	Iteration 8Q: 3 clusters Score -2283728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2283961.000000 Penalty: 4819.889648
	Iteration 9Q: 3 clusters Score -2283961 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2284161.750000 Penalty: 4819.889648
	Iteration 10Q: 3 clusters Score -2284162 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2284317.500000 Penalty: 4819.889648
	Iteration 11Q: 3 clusters Score -2284318 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2284454.750000 Penalty: 4819.889648
	Iteration 12Q: 3 clusters Score -2284455 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2284597.500000 Penalty: 4819.889648
	Iteration 13Q: 3 clusters Score -2284598 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2284712.000000 Penalty: 4819.889648
	Iteration 14Q: 3 clusters Score -2284712 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2284812.750000 Penalty: 4819.889648
	Iteration 15Q: 3 clusters Score -2284813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2284895.750000 Penalty: 4819.889648
	Iteration 16Q: 3 clusters Score -2284896 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2284975.750000 Penalty: 4819.889648
	Iteration 17Q: 3 clusters Score -2284976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2285055.000000 Penalty: 4819.889648
	Iteration 18Q: 3 clusters Score -2285055 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2285115.250000 Penalty: 4819.889648
	Iteration 19Q: 3 clusters Score -2285115 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2285171.500000 Penalty: 4819.889648
	Iteration 20F: 3 clusters Score -2285172 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2285232.000000 Penalty: 4819.889648
	Iteration 21Q: 3 clusters Score -2285232 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2285287.000000 Penalty: 4819.889648
	Iteration 22Q: 3 clusters Score -2285287 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2285341.250000 Penalty: 4819.889648
	Iteration 23Q: 3 clusters Score -2285341 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2285372.750000 Penalty: 4819.889648
	Iteration 24Q: 3 clusters Score -2285373 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2285415.500000 Penalty: 4819.889648
	Iteration 25Q: 3 clusters Score -2285416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2285462.750000 Penalty: 4819.889648
	Iteration 26Q: 3 clusters Score -2285463 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2285508.000000 Penalty: 4819.889648
	Iteration 27Q: 3 clusters Score -2285508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2285563.000000 Penalty: 4819.889648
	Iteration 28Q: 3 clusters Score -2285563 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2285612.250000 Penalty: 4819.889648
	Iteration 29Q: 3 clusters Score -2285612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2285670.500000 Penalty: 4819.889648
	Iteration 30Q: 3 clusters Score -2285670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2285718.750000 Penalty: 4819.889648
	Iteration 31Q: 3 clusters Score -2285719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2285764.000000 Penalty: 4819.889648
	Iteration 32Q: 3 clusters Score -2285764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2285796.500000 Penalty: 4819.889648
	Iteration 33Q: 3 clusters Score -2285796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2285836.500000 Penalty: 4819.889648
	Iteration 34Q: 3 clusters Score -2285836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2285853.750000 Penalty: 4819.889648
	Iteration 35Q: 3 clusters Score -2285854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2285885.000000 Penalty: 4819.889648
	Iteration 36Q: 3 clusters Score -2285885 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2285912.750000 Penalty: 4819.889648
	Iteration 37Q: 3 clusters Score -2285913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2285931.250000 Penalty: 4819.889648
	Iteration 38Q: 3 clusters Score -2285931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2285946.750000 Penalty: 4819.889648
	Iteration 39Q: 3 clusters Score -2285947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2285974.750000 Penalty: 4819.889648
	Iteration 40F: 3 clusters Score -2285975 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2285996.500000 Penalty: 4819.889648
	Iteration 41Q: 3 clusters Score -2285996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2286009.750000 Penalty: 4819.889648
	Iteration 42Q: 3 clusters Score -2286010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2286027.500000 Penalty: 4819.889648
	Iteration 43Q: 3 clusters Score -2286028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2286044.000000 Penalty: 4819.889648
	Iteration 44Q: 3 clusters Score -2286044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2286052.000000 Penalty: 4819.889648
	Iteration 45Q: 3 clusters Score -2286052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2286062.500000 Penalty: 4819.889648
	Iteration 46Q: 3 clusters Score -2286062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2286065.750000 Penalty: 4819.889648
	Iteration 47Q: 3 clusters Score -2286066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2286071.000000 Penalty: 4819.889648
	Iteration 48Q: 3 clusters Score -2286071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2286083.000000 Penalty: 4819.889648
	Iteration 49Q: 3 clusters Score -2286083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2286083.250000 Penalty: 4819.889648
	Iteration 50Q: 3 clusters Score -2286083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2286086.500000 Penalty: 4819.889648
	Iteration 51Q: 3 clusters Score -2286086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2286088.500000 Penalty: 4819.889648
	Iteration 52Q: 3 clusters Score -2286088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2286096.000000 Penalty: 4819.889648
	Iteration 53Q: 3 clusters Score -2286096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2286105.500000 Penalty: 4819.889648
	Iteration 54Q: 3 clusters Score -2286106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2286109.250000 Penalty: 4819.889648
	Iteration 55Q: 3 clusters Score -2286109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2286115.250000 Penalty: 4819.889648
	Iteration 56Q: 3 clusters Score -2286115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2286114.000000 Penalty: 4819.889648
	Iteration 57Q: 3 clusters Score -2286114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2286116.500000 Penalty: 4819.889648
	Iteration 58Q: 3 clusters Score -2286116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2286123.750000 Penalty: 4819.889648
	Iteration 59Q: 3 clusters Score -2286124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2286123.000000 Penalty: 4819.889648
	Iteration 60F: 3 clusters Score -2286123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2286122.750000 Penalty: 4819.889648
	Iteration 61Q: 3 clusters Score -2286123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2286119.750000 Penalty: 4819.889648
	Iteration 62Q: 3 clusters Score -2286120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2286124.000000 Penalty: 4819.889648
	Iteration 63Q: 3 clusters Score -2286124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2286124.000000 Penalty: 4819.889648
	Iteration 64Q: 3 clusters Score -2286124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2286123.500000 Penalty: 4819.889648
	Iteration 65Q: 3 clusters Score -2286124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2286127.000000 Penalty: 4819.889648
	Iteration 66Q: 3 clusters Score -2286127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2286131.250000 Penalty: 4819.889648
	Iteration 67Q: 3 clusters Score -2286131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2286138.750000 Penalty: 4819.889648
	Iteration 68Q: 3 clusters Score -2286139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2286139.250000 Penalty: 4819.889648
	Iteration 69Q: 3 clusters Score -2286139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2286151.250000 Penalty: 4819.889648
	Iteration 70Q: 3 clusters Score -2286151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2286153.500000 Penalty: 4819.889648
	Iteration 71Q: 3 clusters Score -2286154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2286161.750000 Penalty: 4819.889648
	Iteration 72Q: 3 clusters Score -2286162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2286163.750000 Penalty: 4819.889648
	Iteration 73Q: 3 clusters Score -2286164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2286169.500000 Penalty: 4819.889648
	Iteration 74Q: 3 clusters Score -2286170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2286169.500000 Penalty: 4819.889648
	Iteration 75Q: 3 clusters Score -2286170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2286168.750000 Penalty: 4819.889648
	Iteration 76Q: 3 clusters Score -2286169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2286167.750000 Penalty: 4819.889648
	Iteration 77Q: 3 clusters Score -2286168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2286170.750000 Penalty: 4819.889648
	Iteration 78Q: 3 clusters Score -2286171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2286171.000000 Penalty: 4819.889648
	Iteration 79Q: 3 clusters Score -2286171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2286171.000000 Penalty: 4819.889648
	Iteration 80F: 3 clusters Score -2286171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Entering Unmasked Estep 
Score: -144627.484375 Penalty: 1728.274902
	Iteration 0F: 2 clusters Score -144627.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -142674.359375 Penalty: 3456.549805
	Iteration 0F: 3 clusters Score -142674.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143189.937500 Penalty: 3456.549805
	Iteration 1F: 3 clusters Score -143189.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -143414.890625 Penalty: 3456.549805
	Iteration 2F: 3 clusters Score -143414.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -143547.031250 Penalty: 3456.549805
	Iteration 3Q: 3 clusters Score -143547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -143628.609375 Penalty: 3456.549805
	Iteration 4Q: 3 clusters Score -143628.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -143681.578125 Penalty: 3456.549805
	Iteration 5Q: 3 clusters Score -143681.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143759.609375 Penalty: 3456.549805
	Iteration 6Q: 3 clusters Score -143759.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143905.171875 Penalty: 3456.549805
	Iteration 7Q: 3 clusters Score -143905.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144012.390625 Penalty: 3456.549805
	Iteration 8Q: 3 clusters Score -144012.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -144049.656250 Penalty: 3456.549805
	Iteration 9Q: 3 clusters Score -144049.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -144078.031250 Penalty: 3456.549805
	Iteration 10Q: 3 clusters Score -144078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -144100.828125 Penalty: 3456.549805
	Iteration 11Q: 3 clusters Score -144100.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144109.796875 Penalty: 3456.549805
	Iteration 12Q: 3 clusters Score -144109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144112.000000 Penalty: 3456.549805
	Iteration 13Q: 3 clusters Score -144112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144113.187500 Penalty: 3456.549805
	Iteration 14Q: 3 clusters Score -144113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144113.187500 Penalty: 3456.549805
	Iteration 15F: 3 clusters Score -144113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Entering Unmasked Estep 
Score: -2600055.500000 Penalty: 2425.837158
	Iteration 0F: 2 clusters Score -2600056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2587480.000000 Penalty: 4851.674316
	Iteration 0F: 3 clusters Score -2587480 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2591464.000000 Penalty: 4851.674316
	Iteration 1F: 3 clusters Score -2591464 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2591833.500000 Penalty: 4851.674316
	Iteration 2F: 3 clusters Score -2591834 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2592121.250000 Penalty: 4851.674316
	Iteration 3Q: 3 clusters Score -2592121 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2592369.250000 Penalty: 4851.674316
	Iteration 4Q: 3 clusters Score -2592369 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2592593.500000 Penalty: 4851.674316
	Iteration 5Q: 3 clusters Score -2592594 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2592869.000000 Penalty: 4851.674316
	Iteration 6Q: 3 clusters Score -2592869 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2593170.500000 Penalty: 4851.674316
	Iteration 7Q: 3 clusters Score -2593170 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2593534.750000 Penalty: 4851.674316
	Iteration 8Q: 3 clusters Score -2593535 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2593990.000000 Penalty: 4851.674316
	Iteration 9Q: 3 clusters Score -2593990 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2594516.250000 Penalty: 4851.674316
	Iteration 10Q: 3 clusters Score -2594516 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2595141.250000 Penalty: 4851.674316
	Iteration 11F: 3 clusters Score -2595141 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2595856.750000 Penalty: 4851.674316
	Iteration 12F: 3 clusters Score -2595857 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2596499.000000 Penalty: 4851.674316
	Iteration 13Q: 3 clusters Score -2596499 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2597133.250000 Penalty: 4851.674316
	Iteration 14Q: 3 clusters Score -2597133 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2597717.000000 Penalty: 4851.674316
	Iteration 15Q: 3 clusters Score -2597717 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2598413.750000 Penalty: 4851.674316
	Iteration 16Q: 3 clusters Score -2598414 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2599075.500000 Penalty: 4851.674316
	Iteration 17Q: 3 clusters Score -2599076 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2599401.750000 Penalty: 4851.674316
	Iteration 18Q: 3 clusters Score -2599402 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2599555.500000 Penalty: 4851.674316
	Iteration 19Q: 3 clusters Score -2599556 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2599633.000000 Penalty: 4851.674316
	Iteration 20F: 3 clusters Score -2599633 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2599673.000000 Penalty: 4851.674316
	Iteration 21Q: 3 clusters Score -2599673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2599718.250000 Penalty: 4851.674316
	Iteration 22Q: 3 clusters Score -2599718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2599742.750000 Penalty: 4851.674316
	Iteration 23Q: 3 clusters Score -2599743 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2599754.000000 Penalty: 4851.674316
	Iteration 24Q: 3 clusters Score -2599754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2599759.250000 Penalty: 4851.674316
	Iteration 25Q: 3 clusters Score -2599759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2599769.250000 Penalty: 4851.674316
	Iteration 26Q: 3 clusters Score -2599769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2599786.500000 Penalty: 4851.674316
	Iteration 27Q: 3 clusters Score -2599786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2599804.750000 Penalty: 4851.674316
	Iteration 28Q: 3 clusters Score -2599805 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2599813.500000 Penalty: 4851.674316
	Iteration 29Q: 3 clusters Score -2599814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2599817.750000 Penalty: 4851.674316
	Iteration 30Q: 3 clusters Score -2599818 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2599825.500000 Penalty: 4851.674316
	Iteration 31Q: 3 clusters Score -2599826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2599823.000000 Penalty: 4851.674316
	Iteration 32Q: 3 clusters Score -2599823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2599837.250000 Penalty: 4851.674316
	Iteration 33Q: 3 clusters Score -2599837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2599845.750000 Penalty: 4851.674316
	Iteration 34Q: 3 clusters Score -2599846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2599844.000000 Penalty: 4851.674316
	Iteration 35Q: 3 clusters Score -2599844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2599845.500000 Penalty: 4851.674316
	Iteration 36Q: 3 clusters Score -2599846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -2599845.500000 Penalty: 4851.674316
	Iteration 37Q: 3 clusters Score -2599846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2599846.500000 Penalty: 4851.674316
	Iteration 38Q: 3 clusters Score -2599846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2599849.500000 Penalty: 4851.674316
	Iteration 39Q: 3 clusters Score -2599850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2599850.250000 Penalty: 4851.674316
	Iteration 40F: 3 clusters Score -2599850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2599851.500000 Penalty: 4851.674316
	Iteration 41Q: 3 clusters Score -2599852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2599854.750000 Penalty: 4851.674316
	Iteration 42Q: 3 clusters Score -2599855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2599855.500000 Penalty: 4851.674316
	Iteration 43Q: 3 clusters Score -2599856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2599854.750000 Penalty: 4851.674316
	Iteration 44Q: 3 clusters Score -2599855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2599852.750000 Penalty: 4851.674316
	Iteration 45Q: 3 clusters Score -2599853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2599849.500000 Penalty: 4851.674316
	Iteration 46Q: 3 clusters Score -2599850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2599850.250000 Penalty: 4851.674316
	Iteration 47Q: 3 clusters Score -2599850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2599850.250000 Penalty: 4851.674316
	Iteration 48F: 3 clusters Score -2599850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1498361.750000 Penalty: 2289.512695
	Iteration 0F: 2 clusters Score -1498362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1490565.750000 Penalty: 4579.025391
	Iteration 0F: 3 clusters Score -1490566 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1492819.625000 Penalty: 4579.025391
	Iteration 1F: 3 clusters Score -1492820 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1493163.625000 Penalty: 4579.025391
	Iteration 2F: 3 clusters Score -1493164 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1493414.750000 Penalty: 4579.025391
	Iteration 3F: 3 clusters Score -1493415 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1493650.750000 Penalty: 4579.025391
	Iteration 4Q: 3 clusters Score -1493651 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1493880.750000 Penalty: 4579.025391
	Iteration 5Q: 3 clusters Score -1493881 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1494118.375000 Penalty: 4579.025391
	Iteration 6Q: 3 clusters Score -1494118 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1494347.875000 Penalty: 4579.025391
	Iteration 7Q: 3 clusters Score -1494348 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1494610.000000 Penalty: 4579.025391
	Iteration 8Q: 3 clusters Score -1494610 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1494897.000000 Penalty: 4579.025391
	Iteration 9Q: 3 clusters Score -1494897 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1495192.875000 Penalty: 4579.025391
	Iteration 10Q: 3 clusters Score -1495193 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1495471.500000 Penalty: 4579.025391
	Iteration 11Q: 3 clusters Score -1495472 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1495696.375000 Penalty: 4579.025391
	Iteration 12Q: 3 clusters Score -1495696 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1495852.750000 Penalty: 4579.025391
	Iteration 13Q: 3 clusters Score -1495853 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1495995.750000 Penalty: 4579.025391
	Iteration 14Q: 3 clusters Score -1495996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1496116.375000 Penalty: 4579.025391
	Iteration 15Q: 3 clusters Score -1496116 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1496186.250000 Penalty: 4579.025391
	Iteration 16Q: 3 clusters Score -1496186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1496230.875000 Penalty: 4579.025391
	Iteration 17Q: 3 clusters Score -1496231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1496270.625000 Penalty: 4579.025391
	Iteration 18Q: 3 clusters Score -1496271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1496294.750000 Penalty: 4579.025391
	Iteration 19Q: 3 clusters Score -1496295 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1496313.875000 Penalty: 4579.025391
	Iteration 20F: 3 clusters Score -1496314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1496327.500000 Penalty: 4579.025391
	Iteration 21Q: 3 clusters Score -1496328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1496338.625000 Penalty: 4579.025391
	Iteration 22Q: 3 clusters Score -1496339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1496347.750000 Penalty: 4579.025391
	Iteration 23Q: 3 clusters Score -1496348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1496357.250000 Penalty: 4579.025391
	Iteration 24Q: 3 clusters Score -1496357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1496366.500000 Penalty: 4579.025391
	Iteration 25Q: 3 clusters Score -1496366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1496378.375000 Penalty: 4579.025391
	Iteration 26Q: 3 clusters Score -1496378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1496388.625000 Penalty: 4579.025391
	Iteration 27Q: 3 clusters Score -1496389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1496395.500000 Penalty: 4579.025391
	Iteration 28Q: 3 clusters Score -1496396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1496401.000000 Penalty: 4579.025391
	Iteration 29Q: 3 clusters Score -1496401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1496407.375000 Penalty: 4579.025391
	Iteration 30Q: 3 clusters Score -1496407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1496406.375000 Penalty: 4579.025391
	Iteration 31Q: 3 clusters Score -1496406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1496409.250000 Penalty: 4579.025391
	Iteration 32Q: 3 clusters Score -1496409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1496409.250000 Penalty: 4579.025391
	Iteration 33Q: 3 clusters Score -1496409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1496409.250000 Penalty: 4579.025391
	Iteration 34F: 3 clusters Score -1496409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Entering Unmasked Estep 
Score: -11878774.000000 Penalty: 2798.781738
	Iteration 0F: 2 clusters Score -1.187877e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -11825547.000000 Penalty: 5597.563477
	Iteration 0F: 3 clusters Score -1.182555e+07 nChanged 37320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -11847022.000000 Penalty: 5597.563477
	Iteration 1F: 3 clusters Score -1.184702e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11848312.000000 Penalty: 5597.563477
	Iteration 2Q: 3 clusters Score -1.184831e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -11850215.000000 Penalty: 5597.563477
	Iteration 3Q: 3 clusters Score -1.185022e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -11852784.000000 Penalty: 5597.563477
	Iteration 4F: 3 clusters Score -1.185278e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -11855928.000000 Penalty: 5597.563477
	Iteration 5F: 3 clusters Score -1.185593e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -11859412.000000 Penalty: 5597.563477
	Iteration 6F: 3 clusters Score -1.185941e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -11862926.000000 Penalty: 5597.563477
	Iteration 7F: 3 clusters Score -1.186293e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -11866212.000000 Penalty: 5597.563477
	Iteration 8F: 3 clusters Score -1.186621e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -11868878.000000 Penalty: 5597.563477
	Iteration 9Q: 3 clusters Score -1.186888e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -11870945.000000 Penalty: 5597.563477
	Iteration 10Q: 3 clusters Score -1.187094e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -11872452.000000 Penalty: 5597.563477
	Iteration 11Q: 3 clusters Score -1.187245e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 72642 members 
Entering Unmasked Estep 
Score: -11873572.000000 Penalty: 5597.563477
	Iteration 12Q: 3 clusters Score -1.187357e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -11874458.000000 Penalty: 5597.563477
	Iteration 13Q: 3 clusters Score -1.187446e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -11875057.000000 Penalty: 5597.563477
	Iteration 14Q: 3 clusters Score -1.187506e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -11875595.000000 Penalty: 5597.563477
	Iteration 15Q: 3 clusters Score -1.18756e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 76555 members 
Entering Unmasked Estep 
Score: -11875988.000000 Penalty: 5597.563477
	Iteration 16Q: 3 clusters Score -1.187599e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -11876352.000000 Penalty: 5597.563477
	Iteration 17Q: 3 clusters Score -1.187635e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -11876630.000000 Penalty: 5597.563477
	Iteration 18Q: 3 clusters Score -1.187663e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 77924 members 
Entering Unmasked Estep 
Score: -11876891.000000 Penalty: 5597.563477
	Iteration 19Q: 3 clusters Score -1.187689e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -11877094.000000 Penalty: 5597.563477
	Iteration 20F: 3 clusters Score -1.187709e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -11877278.000000 Penalty: 5597.563477
	Iteration 21Q: 3 clusters Score -1.187728e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -11877418.000000 Penalty: 5597.563477
	Iteration 22Q: 3 clusters Score -1.187742e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -11877523.000000 Penalty: 5597.563477
	Iteration 23Q: 3 clusters Score -1.187752e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -11877603.000000 Penalty: 5597.563477
	Iteration 24Q: 3 clusters Score -1.18776e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -11877644.000000 Penalty: 5597.563477
	Iteration 25Q: 3 clusters Score -1.187764e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -11877668.000000 Penalty: 5597.563477
	Iteration 26Q: 3 clusters Score -1.187767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -11877674.000000 Penalty: 5597.563477
	Iteration 27Q: 3 clusters Score -1.187767e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -11877700.000000 Penalty: 5597.563477
	Iteration 28Q: 3 clusters Score -1.18777e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -11877712.000000 Penalty: 5597.563477
	Iteration 29Q: 3 clusters Score -1.187771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -11877725.000000 Penalty: 5597.563477
	Iteration 30Q: 3 clusters Score -1.187772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -11877721.000000 Penalty: 5597.563477
	Iteration 31Q: 3 clusters Score -1.187772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -11877717.000000 Penalty: 5597.563477
	Iteration 32Q: 3 clusters Score -1.187772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -11877724.000000 Penalty: 5597.563477
	Iteration 33Q: 3 clusters Score -1.187772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -11877731.000000 Penalty: 5597.563477
	Iteration 34Q: 3 clusters Score -1.187773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78636 members 
Entering Unmasked Estep 
Score: -11877727.000000 Penalty: 5597.563477
	Iteration 35Q: 3 clusters Score -1.187773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -11877724.000000 Penalty: 5597.563477
	Iteration 36Q: 3 clusters Score -1.187772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -11877733.000000 Penalty: 5597.563477
	Iteration 37F: 3 clusters Score -1.187773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -11877742.000000 Penalty: 5597.563477
	Iteration 38Q: 3 clusters Score -1.187774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -11877741.000000 Penalty: 5597.563477
	Iteration 39Q: 3 clusters Score -1.187774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 78629 members 
Entering Unmasked Estep 
Score: -11877735.000000 Penalty: 5597.563477
	Iteration 40F: 3 clusters Score -1.187774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -11877741.000000 Penalty: 5597.563477
	Iteration 41Q: 3 clusters Score -1.187774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -11877734.000000 Penalty: 5597.563477
	Iteration 42Q: 3 clusters Score -1.187773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -11877749.000000 Penalty: 5597.563477
	Iteration 43Q: 3 clusters Score -1.187775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -11877742.000000 Penalty: 5597.563477
	Iteration 44Q: 3 clusters Score -1.187774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -11877740.000000 Penalty: 5597.563477
	Iteration 45Q: 3 clusters Score -1.187774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -11877745.000000 Penalty: 5597.563477
	Iteration 46Q: 3 clusters Score -1.187774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -11877744.000000 Penalty: 5597.563477
	Iteration 47Q: 3 clusters Score -1.187774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -11877743.000000 Penalty: 5597.563477
	Iteration 48Q: 3 clusters Score -1.187774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -11877743.000000 Penalty: 5597.563477
	Iteration 49F: 3 clusters Score -1.187774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -1773923.000000 Penalty: 2329.028564
	Iteration 0F: 2 clusters Score -1773923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1764996.625000 Penalty: 4658.057129
	Iteration 0F: 3 clusters Score -1764997 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1767655.250000 Penalty: 4658.057129
	Iteration 1F: 3 clusters Score -1767655 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1768149.500000 Penalty: 4658.057129
	Iteration 2F: 3 clusters Score -1768150 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1768679.250000 Penalty: 4658.057129
	Iteration 3F: 3 clusters Score -1768679 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1769210.125000 Penalty: 4658.057129
	Iteration 4F: 3 clusters Score -1769210 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1769624.375000 Penalty: 4658.057129
	Iteration 5F: 3 clusters Score -1769624 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1769958.750000 Penalty: 4658.057129
	Iteration 6F: 3 clusters Score -1769959 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1770214.250000 Penalty: 4658.057129
	Iteration 7Q: 3 clusters Score -1770214 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1770426.000000 Penalty: 4658.057129
	Iteration 8Q: 3 clusters Score -1770426 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1770611.750000 Penalty: 4658.057129
	Iteration 9Q: 3 clusters Score -1770612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1770771.750000 Penalty: 4658.057129
	Iteration 10Q: 3 clusters Score -1770772 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1770917.875000 Penalty: 4658.057129
	Iteration 11Q: 3 clusters Score -1770918 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1771039.875000 Penalty: 4658.057129
	Iteration 12Q: 3 clusters Score -1771040 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1771149.875000 Penalty: 4658.057129
	Iteration 13Q: 3 clusters Score -1771150 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1771257.875000 Penalty: 4658.057129
	Iteration 14Q: 3 clusters Score -1771258 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1771362.000000 Penalty: 4658.057129
	Iteration 15Q: 3 clusters Score -1771362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1771452.250000 Penalty: 4658.057129
	Iteration 16Q: 3 clusters Score -1771452 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1771530.375000 Penalty: 4658.057129
	Iteration 17Q: 3 clusters Score -1771530 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1771608.125000 Penalty: 4658.057129
	Iteration 18Q: 3 clusters Score -1771608 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1771697.625000 Penalty: 4658.057129
	Iteration 19Q: 3 clusters Score -1771698 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1771789.250000 Penalty: 4658.057129
	Iteration 20F: 3 clusters Score -1771789 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1771886.625000 Penalty: 4658.057129
	Iteration 21Q: 3 clusters Score -1771887 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1771954.875000 Penalty: 4658.057129
	Iteration 22Q: 3 clusters Score -1771955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1772019.500000 Penalty: 4658.057129
	Iteration 23Q: 3 clusters Score -1772020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1772084.750000 Penalty: 4658.057129
	Iteration 24Q: 3 clusters Score -1772085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1772140.750000 Penalty: 4658.057129
	Iteration 25Q: 3 clusters Score -1772141 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1772189.500000 Penalty: 4658.057129
	Iteration 26Q: 3 clusters Score -1772190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1772222.625000 Penalty: 4658.057129
	Iteration 27Q: 3 clusters Score -1772223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1772255.250000 Penalty: 4658.057129
	Iteration 28Q: 3 clusters Score -1772255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1772269.000000 Penalty: 4658.057129
	Iteration 29Q: 3 clusters Score -1772269 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1772282.875000 Penalty: 4658.057129
	Iteration 30Q: 3 clusters Score -1772283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1772291.000000 Penalty: 4658.057129
	Iteration 31Q: 3 clusters Score -1772291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1772293.125000 Penalty: 4658.057129
	Iteration 32Q: 3 clusters Score -1772293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1772299.625000 Penalty: 4658.057129
	Iteration 33Q: 3 clusters Score -1772300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1772301.875000 Penalty: 4658.057129
	Iteration 34Q: 3 clusters Score -1772302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1772308.500000 Penalty: 4658.057129
	Iteration 35Q: 3 clusters Score -1772308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1772312.125000 Penalty: 4658.057129
	Iteration 36Q: 3 clusters Score -1772312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1772312.000000 Penalty: 4658.057129
	Iteration 37Q: 3 clusters Score -1772312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1772314.750000 Penalty: 4658.057129
	Iteration 38Q: 3 clusters Score -1772315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1772317.250000 Penalty: 4658.057129
	Iteration 39Q: 3 clusters Score -1772317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1772320.500000 Penalty: 4658.057129
	Iteration 40F: 3 clusters Score -1772320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1772318.750000 Penalty: 4658.057129
	Iteration 41Q: 3 clusters Score -1772319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1772321.500000 Penalty: 4658.057129
	Iteration 42Q: 3 clusters Score -1772322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1772325.250000 Penalty: 4658.057129
	Iteration 43Q: 3 clusters Score -1772325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1772327.500000 Penalty: 4658.057129
	Iteration 44Q: 3 clusters Score -1772328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1772326.625000 Penalty: 4658.057129
	Iteration 45Q: 3 clusters Score -1772327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1772327.250000 Penalty: 4658.057129
	Iteration 46Q: 3 clusters Score -1772327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1772326.750000 Penalty: 4658.057129
	Iteration 47Q: 3 clusters Score -1772327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1772331.500000 Penalty: 4658.057129
	Iteration 48Q: 3 clusters Score -1772332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1772331.250000 Penalty: 4658.057129
	Iteration 49Q: 3 clusters Score -1772331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1772333.750000 Penalty: 4658.057129
	Iteration 50Q: 3 clusters Score -1772334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1772330.375000 Penalty: 4658.057129
	Iteration 51Q: 3 clusters Score -1772330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1772333.125000 Penalty: 4658.057129
	Iteration 52Q: 3 clusters Score -1772333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1772334.500000 Penalty: 4658.057129
	Iteration 53Q: 3 clusters Score -1772334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1772337.500000 Penalty: 4658.057129
	Iteration 54Q: 3 clusters Score -1772338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1772335.500000 Penalty: 4658.057129
	Iteration 55Q: 3 clusters Score -1772336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1772337.000000 Penalty: 4658.057129
	Iteration 56Q: 3 clusters Score -1772337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1772338.500000 Penalty: 4658.057129
	Iteration 57Q: 3 clusters Score -1772338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1772338.375000 Penalty: 4658.057129
	Iteration 58Q: 3 clusters Score -1772338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1772338.375000 Penalty: 4658.057129
	Iteration 59F: 3 clusters Score -1772338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Entering Unmasked Estep 
Score: -2612288.500000 Penalty: 2439.118652
	Iteration 0F: 2 clusters Score -2612288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2599161.000000 Penalty: 4878.237305
	Iteration 0F: 3 clusters Score -2599161 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2603879.750000 Penalty: 4878.237305
	Iteration 1F: 3 clusters Score -2603880 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2604677.250000 Penalty: 4878.237305
	Iteration 2F: 3 clusters Score -2604677 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2605581.250000 Penalty: 4878.237305
	Iteration 3F: 3 clusters Score -2605581 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2606423.250000 Penalty: 4878.237305
	Iteration 4F: 3 clusters Score -2606423 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2607091.000000 Penalty: 4878.237305
	Iteration 5F: 3 clusters Score -2607091 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2607527.750000 Penalty: 4878.237305
	Iteration 6F: 3 clusters Score -2607528 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2607844.750000 Penalty: 4878.237305
	Iteration 7Q: 3 clusters Score -2607845 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2608061.500000 Penalty: 4878.237305
	Iteration 8Q: 3 clusters Score -2608062 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2608256.500000 Penalty: 4878.237305
	Iteration 9Q: 3 clusters Score -2608256 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2608413.250000 Penalty: 4878.237305
	Iteration 10Q: 3 clusters Score -2608413 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2608575.250000 Penalty: 4878.237305
	Iteration 11Q: 3 clusters Score -2608575 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2608647.000000 Penalty: 4878.237305
	Iteration 12Q: 3 clusters Score -2608647 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2608728.000000 Penalty: 4878.237305
	Iteration 13Q: 3 clusters Score -2608728 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2608777.750000 Penalty: 4878.237305
	Iteration 14Q: 3 clusters Score -2608778 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2608828.000000 Penalty: 4878.237305
	Iteration 15Q: 3 clusters Score -2608828 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2608896.250000 Penalty: 4878.237305
	Iteration 16Q: 3 clusters Score -2608896 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2608952.000000 Penalty: 4878.237305
	Iteration 17Q: 3 clusters Score -2608952 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2609022.750000 Penalty: 4878.237305
	Iteration 18Q: 3 clusters Score -2609023 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2609090.250000 Penalty: 4878.237305
	Iteration 19Q: 3 clusters Score -2609090 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2609159.750000 Penalty: 4878.237305
	Iteration 20F: 3 clusters Score -2609160 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2609219.250000 Penalty: 4878.237305
	Iteration 21Q: 3 clusters Score -2609219 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2609266.250000 Penalty: 4878.237305
	Iteration 22Q: 3 clusters Score -2609266 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2609296.250000 Penalty: 4878.237305
	Iteration 23Q: 3 clusters Score -2609296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2609340.000000 Penalty: 4878.237305
	Iteration 24Q: 3 clusters Score -2609340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2609394.250000 Penalty: 4878.237305
	Iteration 25Q: 3 clusters Score -2609394 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2609448.000000 Penalty: 4878.237305
	Iteration 26Q: 3 clusters Score -2609448 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2609509.750000 Penalty: 4878.237305
	Iteration 27Q: 3 clusters Score -2609510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2609604.750000 Penalty: 4878.237305
	Iteration 28Q: 3 clusters Score -2609605 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2609720.500000 Penalty: 4878.237305
	Iteration 29Q: 3 clusters Score -2609720 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2609871.250000 Penalty: 4878.237305
	Iteration 30Q: 3 clusters Score -2609871 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2610017.500000 Penalty: 4878.237305
	Iteration 31Q: 3 clusters Score -2610018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2610191.750000 Penalty: 4878.237305
	Iteration 32Q: 3 clusters Score -2610192 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2610371.750000 Penalty: 4878.237305
	Iteration 33Q: 3 clusters Score -2610372 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2610559.750000 Penalty: 4878.237305
	Iteration 34Q: 3 clusters Score -2610560 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2610690.250000 Penalty: 4878.237305
	Iteration 35Q: 3 clusters Score -2610690 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2610814.500000 Penalty: 4878.237305
	Iteration 36Q: 3 clusters Score -2610814 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2610922.250000 Penalty: 4878.237305
	Iteration 37Q: 3 clusters Score -2610922 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2611021.250000 Penalty: 4878.237305
	Iteration 38Q: 3 clusters Score -2611021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2611093.500000 Penalty: 4878.237305
	Iteration 39Q: 3 clusters Score -2611094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2611158.250000 Penalty: 4878.237305
	Iteration 40F: 3 clusters Score -2611158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2611214.000000 Penalty: 4878.237305
	Iteration 41Q: 3 clusters Score -2611214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2611263.750000 Penalty: 4878.237305
	Iteration 42Q: 3 clusters Score -2611264 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2611311.250000 Penalty: 4878.237305
	Iteration 43Q: 3 clusters Score -2611311 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2611353.750000 Penalty: 4878.237305
	Iteration 44Q: 3 clusters Score -2611354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2611380.500000 Penalty: 4878.237305
	Iteration 45Q: 3 clusters Score -2611380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2611393.000000 Penalty: 4878.237305
	Iteration 46Q: 3 clusters Score -2611393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2611403.250000 Penalty: 4878.237305
	Iteration 47Q: 3 clusters Score -2611403 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2611418.000000 Penalty: 4878.237305
	Iteration 48Q: 3 clusters Score -2611418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2611447.000000 Penalty: 4878.237305
	Iteration 49Q: 3 clusters Score -2611447 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2611455.750000 Penalty: 4878.237305
	Iteration 50Q: 3 clusters Score -2611456 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2611460.000000 Penalty: 4878.237305
	Iteration 51Q: 3 clusters Score -2611460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2611467.000000 Penalty: 4878.237305
	Iteration 52Q: 3 clusters Score -2611467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2611473.750000 Penalty: 4878.237305
	Iteration 53Q: 3 clusters Score -2611474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2611483.750000 Penalty: 4878.237305
	Iteration 54Q: 3 clusters Score -2611484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2611502.250000 Penalty: 4878.237305
	Iteration 55Q: 3 clusters Score -2611502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2611517.250000 Penalty: 4878.237305
	Iteration 56Q: 3 clusters Score -2611517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2611517.000000 Penalty: 4878.237305
	Iteration 57Q: 3 clusters Score -2611517 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2611528.750000 Penalty: 4878.237305
	Iteration 58Q: 3 clusters Score -2611529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2611536.000000 Penalty: 4878.237305
	Iteration 59Q: 3 clusters Score -2611536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2611547.250000 Penalty: 4878.237305
	Iteration 60F: 3 clusters Score -2611547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2611552.250000 Penalty: 4878.237305
	Iteration 61Q: 3 clusters Score -2611552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2611560.750000 Penalty: 4878.237305
	Iteration 62Q: 3 clusters Score -2611561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2611567.250000 Penalty: 4878.237305
	Iteration 63Q: 3 clusters Score -2611567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2611578.250000 Penalty: 4878.237305
	Iteration 64Q: 3 clusters Score -2611578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2611587.000000 Penalty: 4878.237305
	Iteration 65Q: 3 clusters Score -2611587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2611594.250000 Penalty: 4878.237305
	Iteration 66Q: 3 clusters Score -2611594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2611594.250000 Penalty: 4878.237305
	Iteration 67Q: 3 clusters Score -2611594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2611604.250000 Penalty: 4878.237305
	Iteration 68Q: 3 clusters Score -2611604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2611610.250000 Penalty: 4878.237305
	Iteration 69Q: 3 clusters Score -2611610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2611610.000000 Penalty: 4878.237305
	Iteration 70Q: 3 clusters Score -2611610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2611621.750000 Penalty: 4878.237305
	Iteration 71Q: 3 clusters Score -2611622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2611640.500000 Penalty: 4878.237305
	Iteration 72Q: 3 clusters Score -2611640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2611644.000000 Penalty: 4878.237305
	Iteration 73Q: 3 clusters Score -2611644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2611654.750000 Penalty: 4878.237305
	Iteration 74Q: 3 clusters Score -2611655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2611658.250000 Penalty: 4878.237305
	Iteration 75Q: 3 clusters Score -2611658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2611667.500000 Penalty: 4878.237305
	Iteration 76Q: 3 clusters Score -2611668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2611672.000000 Penalty: 4878.237305
	Iteration 77Q: 3 clusters Score -2611672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2611676.500000 Penalty: 4878.237305
	Iteration 78Q: 3 clusters Score -2611676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2611677.250000 Penalty: 4878.237305
	Iteration 79Q: 3 clusters Score -2611677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2611690.250000 Penalty: 4878.237305
	Iteration 80F: 3 clusters Score -2611690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2611689.500000 Penalty: 4878.237305
	Iteration 81Q: 3 clusters Score -2611690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2611689.000000 Penalty: 4878.237305
	Iteration 82Q: 3 clusters Score -2611689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2611695.500000 Penalty: 4878.237305
	Iteration 83Q: 3 clusters Score -2611696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2611697.250000 Penalty: 4878.237305
	Iteration 84Q: 3 clusters Score -2611697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2611695.750000 Penalty: 4878.237305
	Iteration 85Q: 3 clusters Score -2611696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2611697.000000 Penalty: 4878.237305
	Iteration 86Q: 3 clusters Score -2611697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2611696.750000 Penalty: 4878.237305
	Iteration 87Q: 3 clusters Score -2611697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2611700.250000 Penalty: 4878.237305
	Iteration 88Q: 3 clusters Score -2611700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2611699.000000 Penalty: 4878.237305
	Iteration 89Q: 3 clusters Score -2611699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2611699.750000 Penalty: 4878.237305
	Iteration 90Q: 3 clusters Score -2611700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2611699.750000 Penalty: 4878.237305
	Iteration 91F: 3 clusters Score -2611700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Entering Unmasked Estep 
Score: -1787928.500000 Penalty: 2329.669189
	Iteration 0F: 2 clusters Score -1787928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1779021.750000 Penalty: 4659.338379
	Iteration 0F: 3 clusters Score -1779022 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1781665.875000 Penalty: 4659.338379
	Iteration 1F: 3 clusters Score -1781666 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1782080.500000 Penalty: 4659.338379
	Iteration 2F: 3 clusters Score -1782080 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1782429.250000 Penalty: 4659.338379
	Iteration 3F: 3 clusters Score -1782429 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1782771.500000 Penalty: 4659.338379
	Iteration 4F: 3 clusters Score -1782772 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1783115.625000 Penalty: 4659.338379
	Iteration 5F: 3 clusters Score -1783116 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1783435.250000 Penalty: 4659.338379
	Iteration 6Q: 3 clusters Score -1783435 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1783712.750000 Penalty: 4659.338379
	Iteration 7Q: 3 clusters Score -1783713 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1783984.250000 Penalty: 4659.338379
	Iteration 8Q: 3 clusters Score -1783984 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1784250.125000 Penalty: 4659.338379
	Iteration 9Q: 3 clusters Score -1784250 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1784497.875000 Penalty: 4659.338379
	Iteration 10Q: 3 clusters Score -1784498 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1784711.250000 Penalty: 4659.338379
	Iteration 11Q: 3 clusters Score -1784711 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1784891.375000 Penalty: 4659.338379
	Iteration 12Q: 3 clusters Score -1784891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1785055.875000 Penalty: 4659.338379
	Iteration 13Q: 3 clusters Score -1785056 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1785221.125000 Penalty: 4659.338379
	Iteration 14Q: 3 clusters Score -1785221 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1785390.000000 Penalty: 4659.338379
	Iteration 15Q: 3 clusters Score -1785390 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1785544.375000 Penalty: 4659.338379
	Iteration 16Q: 3 clusters Score -1785544 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1785687.125000 Penalty: 4659.338379
	Iteration 17Q: 3 clusters Score -1785687 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1785836.500000 Penalty: 4659.338379
	Iteration 18Q: 3 clusters Score -1785836 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1785964.125000 Penalty: 4659.338379
	Iteration 19Q: 3 clusters Score -1785964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1786058.750000 Penalty: 4659.338379
	Iteration 20F: 3 clusters Score -1786059 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1786160.250000 Penalty: 4659.338379
	Iteration 21Q: 3 clusters Score -1786160 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1786241.500000 Penalty: 4659.338379
	Iteration 22Q: 3 clusters Score -1786242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1786313.125000 Penalty: 4659.338379
	Iteration 23Q: 3 clusters Score -1786313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1786367.125000 Penalty: 4659.338379
	Iteration 24Q: 3 clusters Score -1786367 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1786417.625000 Penalty: 4659.338379
	Iteration 25Q: 3 clusters Score -1786418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1786448.000000 Penalty: 4659.338379
	Iteration 26Q: 3 clusters Score -1786448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1786473.500000 Penalty: 4659.338379
	Iteration 27Q: 3 clusters Score -1786474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1786495.000000 Penalty: 4659.338379
	Iteration 28Q: 3 clusters Score -1786495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1786508.125000 Penalty: 4659.338379
	Iteration 29Q: 3 clusters Score -1786508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1786523.125000 Penalty: 4659.338379
	Iteration 30Q: 3 clusters Score -1786523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1786530.625000 Penalty: 4659.338379
	Iteration 31Q: 3 clusters Score -1786531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1786537.000000 Penalty: 4659.338379
	Iteration 32Q: 3 clusters Score -1786537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1786541.375000 Penalty: 4659.338379
	Iteration 33Q: 3 clusters Score -1786541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1786546.875000 Penalty: 4659.338379
	Iteration 34Q: 3 clusters Score -1786547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1786552.500000 Penalty: 4659.338379
	Iteration 35Q: 3 clusters Score -1786552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1786556.000000 Penalty: 4659.338379
	Iteration 36Q: 3 clusters Score -1786556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1786562.750000 Penalty: 4659.338379
	Iteration 37Q: 3 clusters Score -1786563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1786564.375000 Penalty: 4659.338379
	Iteration 38Q: 3 clusters Score -1786564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1786566.250000 Penalty: 4659.338379
	Iteration 39Q: 3 clusters Score -1786566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1786568.250000 Penalty: 4659.338379
	Iteration 40F: 3 clusters Score -1786568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1786567.000000 Penalty: 4659.338379
	Iteration 41Q: 3 clusters Score -1786567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1786565.750000 Penalty: 4659.338379
	Iteration 42Q: 3 clusters Score -1786566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1786565.750000 Penalty: 4659.338379
	Iteration 43F: 3 clusters Score -1786566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -250927.937500 Penalty: 1848.051880
	Iteration 0F: 2 clusters Score -250927.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -248511.531250 Penalty: 3696.103760
	Iteration 0F: 3 clusters Score -248511.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249082.750000 Penalty: 3696.103760
	Iteration 1F: 3 clusters Score -249082.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249314.812500 Penalty: 3696.103760
	Iteration 2F: 3 clusters Score -249314.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -249488.796875 Penalty: 3696.103760
	Iteration 3F: 3 clusters Score -249488.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249653.328125 Penalty: 3696.103760
	Iteration 4Q: 3 clusters Score -249653.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249810.718750 Penalty: 3696.103760
	Iteration 5Q: 3 clusters Score -249810.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249903.750000 Penalty: 3696.103760
	Iteration 6Q: 3 clusters Score -249903.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -249958.843750 Penalty: 3696.103760
	Iteration 7Q: 3 clusters Score -249958.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -250010.187500 Penalty: 3696.103760
	Iteration 8Q: 3 clusters Score -250010.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -250034.062500 Penalty: 3696.103760
	Iteration 9Q: 3 clusters Score -250034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250048.609375 Penalty: 3696.103760
	Iteration 10Q: 3 clusters Score -250048.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -250059.656250 Penalty: 3696.103760
	Iteration 11Q: 3 clusters Score -250059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -250073.875000 Penalty: 3696.103760
	Iteration 12Q: 3 clusters Score -250073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -250082.703125 Penalty: 3696.103760
	Iteration 13Q: 3 clusters Score -250082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -250089.203125 Penalty: 3696.103760
	Iteration 14Q: 3 clusters Score -250089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250092.093750 Penalty: 3696.103760
	Iteration 15Q: 3 clusters Score -250092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -250093.812500 Penalty: 3696.103760
	Iteration 16Q: 3 clusters Score -250093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250095.265625 Penalty: 3696.103760
	Iteration 17Q: 3 clusters Score -250095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -250095.265625 Penalty: 3696.103760
	Iteration 18F: 3 clusters Score -250095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Entering Unmasked Estep 
Score: -1617999.125000 Penalty: 2303.824219
	Iteration 0F: 2 clusters Score -1617999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1609920.375000 Penalty: 4607.648438
	Iteration 0F: 3 clusters Score -1609920 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1612731.000000 Penalty: 4607.648438
	Iteration 1F: 3 clusters Score -1612731 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1613383.250000 Penalty: 4607.648438
	Iteration 2F: 3 clusters Score -1613383 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1613930.625000 Penalty: 4607.648438
	Iteration 3F: 3 clusters Score -1613931 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1614454.750000 Penalty: 4607.648438
	Iteration 4F: 3 clusters Score -1614455 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1614979.000000 Penalty: 4607.648438
	Iteration 5F: 3 clusters Score -1614979 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1615443.750000 Penalty: 4607.648438
	Iteration 6F: 3 clusters Score -1615444 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1615855.750000 Penalty: 4607.648438
	Iteration 7Q: 3 clusters Score -1615856 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1616190.375000 Penalty: 4607.648438
	Iteration 8Q: 3 clusters Score -1616190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1616409.500000 Penalty: 4607.648438
	Iteration 9Q: 3 clusters Score -1616410 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1616555.500000 Penalty: 4607.648438
	Iteration 10Q: 3 clusters Score -1616556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1616659.250000 Penalty: 4607.648438
	Iteration 11Q: 3 clusters Score -1616659 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1616715.500000 Penalty: 4607.648438
	Iteration 12Q: 3 clusters Score -1616716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1616764.875000 Penalty: 4607.648438
	Iteration 13Q: 3 clusters Score -1616765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1616814.750000 Penalty: 4607.648438
	Iteration 14Q: 3 clusters Score -1616815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1616858.250000 Penalty: 4607.648438
	Iteration 15Q: 3 clusters Score -1616858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1616894.125000 Penalty: 4607.648438
	Iteration 16Q: 3 clusters Score -1616894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1616927.500000 Penalty: 4607.648438
	Iteration 17Q: 3 clusters Score -1616928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1616945.625000 Penalty: 4607.648438
	Iteration 18Q: 3 clusters Score -1616946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1616962.375000 Penalty: 4607.648438
	Iteration 19Q: 3 clusters Score -1616962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1616976.875000 Penalty: 4607.648438
	Iteration 20F: 3 clusters Score -1616977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1616976.875000 Penalty: 4607.648438
	Iteration 21Q: 3 clusters Score -1616977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1616979.000000 Penalty: 4607.648438
	Iteration 22Q: 3 clusters Score -1616979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1616982.875000 Penalty: 4607.648438
	Iteration 23Q: 3 clusters Score -1616983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1616984.500000 Penalty: 4607.648438
	Iteration 24Q: 3 clusters Score -1616984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1616987.625000 Penalty: 4607.648438
	Iteration 25Q: 3 clusters Score -1616988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1616994.750000 Penalty: 4607.648438
	Iteration 26Q: 3 clusters Score -1616995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1617000.750000 Penalty: 4607.648438
	Iteration 27Q: 3 clusters Score -1617001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1617009.375000 Penalty: 4607.648438
	Iteration 28Q: 3 clusters Score -1617009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1617012.375000 Penalty: 4607.648438
	Iteration 29Q: 3 clusters Score -1617012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1617019.000000 Penalty: 4607.648438
	Iteration 30Q: 3 clusters Score -1617019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1617018.500000 Penalty: 4607.648438
	Iteration 31Q: 3 clusters Score -1617018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1617021.750000 Penalty: 4607.648438
	Iteration 32Q: 3 clusters Score -1617022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1617024.875000 Penalty: 4607.648438
	Iteration 33Q: 3 clusters Score -1617025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1617022.250000 Penalty: 4607.648438
	Iteration 34Q: 3 clusters Score -1617022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1617024.000000 Penalty: 4607.648438
	Iteration 35Q: 3 clusters Score -1617024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1617030.875000 Penalty: 4607.648438
	Iteration 36Q: 3 clusters Score -1617031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1617032.250000 Penalty: 4607.648438
	Iteration 37Q: 3 clusters Score -1617032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1617029.125000 Penalty: 4607.648438
	Iteration 38Q: 3 clusters Score -1617029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1617029.125000 Penalty: 4607.648438
	Iteration 39F: 3 clusters Score -1617029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -120136.632812 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -120136.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118405.632812 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -118405.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118955.218750 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -118955.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119243.648438 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -119243.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119605.351562 Penalty: 3413.689209
	Iteration 3F: 3 clusters Score -119605.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119814.140625 Penalty: 3413.689209
	Iteration 4F: 3 clusters Score -119814.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119883.445312 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -119883.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119907.953125 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -119908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -119926.851562 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -119926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -119938.968750 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -119939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -119955.843750 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -119955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119969.640625 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -119969.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119973.101562 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -119973.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119978.445312 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -119978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119980.414062 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -119980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119980.414062 Penalty: 3413.689209
	Iteration 14F: 3 clusters Score -119980.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Entering Unmasked Estep 
Score: -4599237.000000 Penalty: 2563.308105
	Iteration 0F: 2 clusters Score -4599237 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 15448 members 
Entering Unmasked Estep 
Score: -4578109.000000 Penalty: 5126.616211
	Iteration 0F: 3 clusters Score -4578109 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4585610.500000 Penalty: 5126.616211
	Iteration 1F: 3 clusters Score -4585610 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4586085.000000 Penalty: 5126.616211
	Iteration 2Q: 3 clusters Score -4586085 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -4586568.500000 Penalty: 5126.616211
	Iteration 3Q: 3 clusters Score -4586568 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4587047.000000 Penalty: 5126.616211
	Iteration 4Q: 3 clusters Score -4587047 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -4587680.000000 Penalty: 5126.616211
	Iteration 5Q: 3 clusters Score -4587680 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4588539.500000 Penalty: 5126.616211
	Iteration 6F: 3 clusters Score -4588540 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -4589834.500000 Penalty: 5126.616211
	Iteration 7F: 3 clusters Score -4589834 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4591500.500000 Penalty: 5126.616211
	Iteration 8F: 3 clusters Score -4591500 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -4593245.000000 Penalty: 5126.616211
	Iteration 9F: 3 clusters Score -4593245 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4594830.000000 Penalty: 5126.616211
	Iteration 10F: 3 clusters Score -4594830 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -4596029.500000 Penalty: 5126.616211
	Iteration 11Q: 3 clusters Score -4596030 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4596826.000000 Penalty: 5126.616211
	Iteration 12Q: 3 clusters Score -4596826 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4597377.000000 Penalty: 5126.616211
	Iteration 13Q: 3 clusters Score -4597377 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4597705.500000 Penalty: 5126.616211
	Iteration 14Q: 3 clusters Score -4597706 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4597910.500000 Penalty: 5126.616211
	Iteration 15Q: 3 clusters Score -4597910 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4598063.500000 Penalty: 5126.616211
	Iteration 16Q: 3 clusters Score -4598064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4598160.000000 Penalty: 5126.616211
	Iteration 17Q: 3 clusters Score -4598160 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4598289.000000 Penalty: 5126.616211
	Iteration 18Q: 3 clusters Score -4598289 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4598429.000000 Penalty: 5126.616211
	Iteration 19Q: 3 clusters Score -4598429 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4598615.000000 Penalty: 5126.616211
	Iteration 20F: 3 clusters Score -4598615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4598779.500000 Penalty: 5126.616211
	Iteration 21Q: 3 clusters Score -4598780 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -4598903.000000 Penalty: 5126.616211
	Iteration 22Q: 3 clusters Score -4598903 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -4598974.000000 Penalty: 5126.616211
	Iteration 23Q: 3 clusters Score -4598974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -4598992.500000 Penalty: 5126.616211
	Iteration 24Q: 3 clusters Score -4598992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4599011.000000 Penalty: 5126.616211
	Iteration 25Q: 3 clusters Score -4599011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -4599012.500000 Penalty: 5126.616211
	Iteration 26Q: 3 clusters Score -4599012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -4599016.000000 Penalty: 5126.616211
	Iteration 27Q: 3 clusters Score -4599016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4599026.500000 Penalty: 5126.616211
	Iteration 28Q: 3 clusters Score -4599026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -4599022.000000 Penalty: 5126.616211
	Iteration 29Q: 3 clusters Score -4599022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4599029.500000 Penalty: 5126.616211
	Iteration 30Q: 3 clusters Score -4599030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4599028.500000 Penalty: 5126.616211
	Iteration 31Q: 3 clusters Score -4599028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4599030.500000 Penalty: 5126.616211
	Iteration 32Q: 3 clusters Score -4599030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4599033.500000 Penalty: 5126.616211
	Iteration 33Q: 3 clusters Score -4599034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4599033.000000 Penalty: 5126.616211
	Iteration 34Q: 3 clusters Score -4599033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4599034.000000 Penalty: 5126.616211
	Iteration 35Q: 3 clusters Score -4599034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4599036.000000 Penalty: 5126.616211
	Iteration 36Q: 3 clusters Score -4599036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -4599036.000000 Penalty: 5126.616211
	Iteration 37F: 3 clusters Score -4599036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -470920.968750 Penalty: 2033.671387
	Iteration 0F: 2 clusters Score -470921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -467303.187500 Penalty: 4067.342773
	Iteration 0F: 3 clusters Score -467303.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -468271.343750 Penalty: 4067.342773
	Iteration 1F: 3 clusters Score -468271.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -468628.343750 Penalty: 4067.342773
	Iteration 2F: 3 clusters Score -468628.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -468945.781250 Penalty: 4067.342773
	Iteration 3F: 3 clusters Score -468945.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -469317.687500 Penalty: 4067.342773
	Iteration 4F: 3 clusters Score -469317.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -469636.000000 Penalty: 4067.342773
	Iteration 5F: 3 clusters Score -469636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -469850.125000 Penalty: 4067.342773
	Iteration 6Q: 3 clusters Score -469850.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -469981.093750 Penalty: 4067.342773
	Iteration 7Q: 3 clusters Score -469981.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -470070.656250 Penalty: 4067.342773
	Iteration 8Q: 3 clusters Score -470070.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -470131.500000 Penalty: 4067.342773
	Iteration 9Q: 3 clusters Score -470131.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -470176.843750 Penalty: 4067.342773
	Iteration 10Q: 3 clusters Score -470176.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -470208.968750 Penalty: 4067.342773
	Iteration 11Q: 3 clusters Score -470209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -470225.562500 Penalty: 4067.342773
	Iteration 12Q: 3 clusters Score -470225.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -470234.625000 Penalty: 4067.342773
	Iteration 13Q: 3 clusters Score -470234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -470238.031250 Penalty: 4067.342773
	Iteration 14Q: 3 clusters Score -470238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -470243.031250 Penalty: 4067.342773
	Iteration 15Q: 3 clusters Score -470243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -470246.000000 Penalty: 4067.342773
	Iteration 16Q: 3 clusters Score -470246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -470249.250000 Penalty: 4067.342773
	Iteration 17Q: 3 clusters Score -470249.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -470251.718750 Penalty: 4067.342773
	Iteration 18Q: 3 clusters Score -470251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -470256.031250 Penalty: 4067.342773
	Iteration 19Q: 3 clusters Score -470256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -470258.312500 Penalty: 4067.342773
	Iteration 20F: 3 clusters Score -470258.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -470260.312500 Penalty: 4067.342773
	Iteration 21Q: 3 clusters Score -470260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -470261.281250 Penalty: 4067.342773
	Iteration 22Q: 3 clusters Score -470261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -470262.031250 Penalty: 4067.342773
	Iteration 23Q: 3 clusters Score -470262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -470263.343750 Penalty: 4067.342773
	Iteration 24Q: 3 clusters Score -470263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -470263.687500 Penalty: 4067.342773
	Iteration 25Q: 3 clusters Score -470263.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -470265.687500 Penalty: 4067.342773
	Iteration 26Q: 3 clusters Score -470265.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -470267.406250 Penalty: 4067.342773
	Iteration 27Q: 3 clusters Score -470267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -470269.531250 Penalty: 4067.342773
	Iteration 28Q: 3 clusters Score -470269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -470272.437500 Penalty: 4067.342773
	Iteration 29Q: 3 clusters Score -470272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -470273.718750 Penalty: 4067.342773
	Iteration 30Q: 3 clusters Score -470273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -470278.250000 Penalty: 4067.342773
	Iteration 31Q: 3 clusters Score -470278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -470280.343750 Penalty: 4067.342773
	Iteration 32Q: 3 clusters Score -470280.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -470283.593750 Penalty: 4067.342773
	Iteration 33Q: 3 clusters Score -470283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -470286.062500 Penalty: 4067.342773
	Iteration 34Q: 3 clusters Score -470286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -470288.843750 Penalty: 4067.342773
	Iteration 35Q: 3 clusters Score -470288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -470294.093750 Penalty: 4067.342773
	Iteration 36Q: 3 clusters Score -470294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -470299.750000 Penalty: 4067.342773
	Iteration 37Q: 3 clusters Score -470299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -470302.812500 Penalty: 4067.342773
	Iteration 38Q: 3 clusters Score -470302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -470304.593750 Penalty: 4067.342773
	Iteration 39Q: 3 clusters Score -470304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -470306.468750 Penalty: 4067.342773
	Iteration 40F: 3 clusters Score -470306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -470308.000000 Penalty: 4067.342773
	Iteration 41Q: 3 clusters Score -470308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -470310.187500 Penalty: 4067.342773
	Iteration 42Q: 3 clusters Score -470310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -470313.406250 Penalty: 4067.342773
	Iteration 43Q: 3 clusters Score -470313.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -470319.562500 Penalty: 4067.342773
	Iteration 44Q: 3 clusters Score -470319.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470323.250000 Penalty: 4067.342773
	Iteration 45Q: 3 clusters Score -470323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -470326.718750 Penalty: 4067.342773
	Iteration 46Q: 3 clusters Score -470326.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -470328.625000 Penalty: 4067.342773
	Iteration 47Q: 3 clusters Score -470328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -470330.250000 Penalty: 4067.342773
	Iteration 48Q: 3 clusters Score -470330.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -470334.593750 Penalty: 4067.342773
	Iteration 49Q: 3 clusters Score -470334.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -470336.968750 Penalty: 4067.342773
	Iteration 50Q: 3 clusters Score -470337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -470337.906250 Penalty: 4067.342773
	Iteration 51Q: 3 clusters Score -470337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -470339.718750 Penalty: 4067.342773
	Iteration 52Q: 3 clusters Score -470339.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -470339.687500 Penalty: 4067.342773
	Iteration 53Q: 3 clusters Score -470339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -470339.843750 Penalty: 4067.342773
	Iteration 54Q: 3 clusters Score -470339.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -470341.218750 Penalty: 4067.342773
	Iteration 55Q: 3 clusters Score -470341.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -470341.218750 Penalty: 4067.342773
	Iteration 56F: 3 clusters Score -470341.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Entering Unmasked Estep 
Score: -4611879.500000 Penalty: 2564.087402
	Iteration 0F: 2 clusters Score -4611880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -4590665.000000 Penalty: 5128.174805
	Iteration 0F: 3 clusters Score -4590665 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4598576.500000 Penalty: 5128.174805
	Iteration 1F: 3 clusters Score -4598576 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4599132.500000 Penalty: 5128.174805
	Iteration 2Q: 3 clusters Score -4599132 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4599691.000000 Penalty: 5128.174805
	Iteration 3Q: 3 clusters Score -4599691 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -4600270.500000 Penalty: 5128.174805
	Iteration 4Q: 3 clusters Score -4600270 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4600889.500000 Penalty: 5128.174805
	Iteration 5Q: 3 clusters Score -4600890 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -4601529.000000 Penalty: 5128.174805
	Iteration 6Q: 3 clusters Score -4601529 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -4602114.000000 Penalty: 5128.174805
	Iteration 7Q: 3 clusters Score -4602114 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -4602756.500000 Penalty: 5128.174805
	Iteration 8Q: 3 clusters Score -4602756 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4603472.500000 Penalty: 5128.174805
	Iteration 9Q: 3 clusters Score -4603472 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4604238.000000 Penalty: 5128.174805
	Iteration 10Q: 3 clusters Score -4604238 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4605078.500000 Penalty: 5128.174805
	Iteration 11Q: 3 clusters Score -4605078 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4605675.000000 Penalty: 5128.174805
	Iteration 12Q: 3 clusters Score -4605675 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4606066.500000 Penalty: 5128.174805
	Iteration 13Q: 3 clusters Score -4606066 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -4606303.000000 Penalty: 5128.174805
	Iteration 14Q: 3 clusters Score -4606303 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4606456.500000 Penalty: 5128.174805
	Iteration 15Q: 3 clusters Score -4606456 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4606575.500000 Penalty: 5128.174805
	Iteration 16Q: 3 clusters Score -4606576 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4606681.000000 Penalty: 5128.174805
	Iteration 17Q: 3 clusters Score -4606681 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4606771.000000 Penalty: 5128.174805
	Iteration 18Q: 3 clusters Score -4606771 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -4606849.000000 Penalty: 5128.174805
	Iteration 19Q: 3 clusters Score -4606849 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -4606914.500000 Penalty: 5128.174805
	Iteration 20F: 3 clusters Score -4606914 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4607004.500000 Penalty: 5128.174805
	Iteration 21Q: 3 clusters Score -4607004 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4607044.000000 Penalty: 5128.174805
	Iteration 22Q: 3 clusters Score -4607044 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -4607103.500000 Penalty: 5128.174805
	Iteration 23Q: 3 clusters Score -4607104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4607150.500000 Penalty: 5128.174805
	Iteration 24Q: 3 clusters Score -4607150 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -4607231.000000 Penalty: 5128.174805
	Iteration 25Q: 3 clusters Score -4607231 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4607267.500000 Penalty: 5128.174805
	Iteration 26Q: 3 clusters Score -4607268 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4607336.000000 Penalty: 5128.174805
	Iteration 27Q: 3 clusters Score -4607336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4607366.000000 Penalty: 5128.174805
	Iteration 28Q: 3 clusters Score -4607366 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -4607425.000000 Penalty: 5128.174805
	Iteration 29Q: 3 clusters Score -4607425 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -4607491.500000 Penalty: 5128.174805
	Iteration 30Q: 3 clusters Score -4607492 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4607551.000000 Penalty: 5128.174805
	Iteration 31Q: 3 clusters Score -4607551 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4607594.500000 Penalty: 5128.174805
	Iteration 32Q: 3 clusters Score -4607594 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4607649.500000 Penalty: 5128.174805
	Iteration 33Q: 3 clusters Score -4607650 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -4607726.000000 Penalty: 5128.174805
	Iteration 34Q: 3 clusters Score -4607726 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4607765.500000 Penalty: 5128.174805
	Iteration 35Q: 3 clusters Score -4607766 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4607823.500000 Penalty: 5128.174805
	Iteration 36Q: 3 clusters Score -4607824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4607885.000000 Penalty: 5128.174805
	Iteration 37Q: 3 clusters Score -4607885 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4607935.500000 Penalty: 5128.174805
	Iteration 38Q: 3 clusters Score -4607936 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -4607998.500000 Penalty: 5128.174805
	Iteration 39Q: 3 clusters Score -4607998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4608073.000000 Penalty: 5128.174805
	Iteration 40F: 3 clusters Score -4608073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4608123.000000 Penalty: 5128.174805
	Iteration 41Q: 3 clusters Score -4608123 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -4608197.000000 Penalty: 5128.174805
	Iteration 42Q: 3 clusters Score -4608197 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -4608240.000000 Penalty: 5128.174805
	Iteration 43Q: 3 clusters Score -4608240 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4608295.500000 Penalty: 5128.174805
	Iteration 44Q: 3 clusters Score -4608296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4608360.000000 Penalty: 5128.174805
	Iteration 45Q: 3 clusters Score -4608360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4608429.000000 Penalty: 5128.174805
	Iteration 46Q: 3 clusters Score -4608429 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4608470.000000 Penalty: 5128.174805
	Iteration 47Q: 3 clusters Score -4608470 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4608524.500000 Penalty: 5128.174805
	Iteration 48Q: 3 clusters Score -4608524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4608602.500000 Penalty: 5128.174805
	Iteration 49Q: 3 clusters Score -4608602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4608699.000000 Penalty: 5128.174805
	Iteration 50Q: 3 clusters Score -4608699 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -4608777.500000 Penalty: 5128.174805
	Iteration 51Q: 3 clusters Score -4608778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4608851.500000 Penalty: 5128.174805
	Iteration 52Q: 3 clusters Score -4608852 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4608942.500000 Penalty: 5128.174805
	Iteration 53Q: 3 clusters Score -4608942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4609012.000000 Penalty: 5128.174805
	Iteration 54Q: 3 clusters Score -4609012 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4609069.000000 Penalty: 5128.174805
	Iteration 55Q: 3 clusters Score -4609069 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4609144.500000 Penalty: 5128.174805
	Iteration 56Q: 3 clusters Score -4609144 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4609194.500000 Penalty: 5128.174805
	Iteration 57Q: 3 clusters Score -4609194 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4609246.000000 Penalty: 5128.174805
	Iteration 58Q: 3 clusters Score -4609246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4609297.500000 Penalty: 5128.174805
	Iteration 59Q: 3 clusters Score -4609298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4609346.000000 Penalty: 5128.174805
	Iteration 60F: 3 clusters Score -4609346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4609374.000000 Penalty: 5128.174805
	Iteration 61Q: 3 clusters Score -4609374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4609416.000000 Penalty: 5128.174805
	Iteration 62Q: 3 clusters Score -4609416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4609458.000000 Penalty: 5128.174805
	Iteration 63Q: 3 clusters Score -4609458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4609483.500000 Penalty: 5128.174805
	Iteration 64Q: 3 clusters Score -4609484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4609499.000000 Penalty: 5128.174805
	Iteration 65Q: 3 clusters Score -4609499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4609522.000000 Penalty: 5128.174805
	Iteration 66Q: 3 clusters Score -4609522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4609532.000000 Penalty: 5128.174805
	Iteration 67Q: 3 clusters Score -4609532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4609542.500000 Penalty: 5128.174805
	Iteration 68Q: 3 clusters Score -4609542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4609568.500000 Penalty: 5128.174805
	Iteration 69Q: 3 clusters Score -4609568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4609594.000000 Penalty: 5128.174805
	Iteration 70Q: 3 clusters Score -4609594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4609600.500000 Penalty: 5128.174805
	Iteration 71Q: 3 clusters Score -4609600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4609612.500000 Penalty: 5128.174805
	Iteration 72Q: 3 clusters Score -4609612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4609615.500000 Penalty: 5128.174805
	Iteration 73Q: 3 clusters Score -4609616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4609622.500000 Penalty: 5128.174805
	Iteration 74Q: 3 clusters Score -4609622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4609633.500000 Penalty: 5128.174805
	Iteration 75Q: 3 clusters Score -4609634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4609644.000000 Penalty: 5128.174805
	Iteration 76Q: 3 clusters Score -4609644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4609665.500000 Penalty: 5128.174805
	Iteration 77Q: 3 clusters Score -4609666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4609670.000000 Penalty: 5128.174805
	Iteration 78Q: 3 clusters Score -4609670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4609673.000000 Penalty: 5128.174805
	Iteration 79Q: 3 clusters Score -4609673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4609671.500000 Penalty: 5128.174805
	Iteration 80F: 3 clusters Score -4609672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4609673.500000 Penalty: 5128.174805
	Iteration 81Q: 3 clusters Score -4609674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4609674.500000 Penalty: 5128.174805
	Iteration 82Q: 3 clusters Score -4609674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4609675.500000 Penalty: 5128.174805
	Iteration 83Q: 3 clusters Score -4609676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4609675.500000 Penalty: 5128.174805
	Iteration 84F: 3 clusters Score -4609676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Entering Unmasked Estep 
Score: -214457.609375 Penalty: 1811.519897
	Iteration 0F: 2 clusters Score -214457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -212179.046875 Penalty: 3623.039795
	Iteration 0F: 3 clusters Score -212179 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -212555.468750 Penalty: 3623.039795
	Iteration 1F: 3 clusters Score -212555.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -212698.109375 Penalty: 3623.039795
	Iteration 2F: 3 clusters Score -212698.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -212796.953125 Penalty: 3623.039795
	Iteration 3F: 3 clusters Score -212797 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -212860.406250 Penalty: 3623.039795
	Iteration 4Q: 3 clusters Score -212860.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -212908.625000 Penalty: 3623.039795
	Iteration 5Q: 3 clusters Score -212908.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -212955.218750 Penalty: 3623.039795
	Iteration 6Q: 3 clusters Score -212955.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -212984.375000 Penalty: 3623.039795
	Iteration 7Q: 3 clusters Score -212984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213004.421875 Penalty: 3623.039795
	Iteration 8Q: 3 clusters Score -213004.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -213023.562500 Penalty: 3623.039795
	Iteration 9Q: 3 clusters Score -213023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -213029.937500 Penalty: 3623.039795
	Iteration 10Q: 3 clusters Score -213029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -213036.546875 Penalty: 3623.039795
	Iteration 11Q: 3 clusters Score -213036.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -213047.046875 Penalty: 3623.039795
	Iteration 12Q: 3 clusters Score -213047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -213056.500000 Penalty: 3623.039795
	Iteration 13Q: 3 clusters Score -213056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -213070.140625 Penalty: 3623.039795
	Iteration 14Q: 3 clusters Score -213070.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -213082.546875 Penalty: 3623.039795
	Iteration 15Q: 3 clusters Score -213082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213094.328125 Penalty: 3623.039795
	Iteration 16Q: 3 clusters Score -213094.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213104.109375 Penalty: 3623.039795
	Iteration 17Q: 3 clusters Score -213104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -213108.406250 Penalty: 3623.039795
	Iteration 18Q: 3 clusters Score -213108.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -213113.093750 Penalty: 3623.039795
	Iteration 19Q: 3 clusters Score -213113.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213116.718750 Penalty: 3623.039795
	Iteration 20F: 3 clusters Score -213116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -213124.140625 Penalty: 3623.039795
	Iteration 21Q: 3 clusters Score -213124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -213134.296875 Penalty: 3623.039795
	Iteration 22Q: 3 clusters Score -213134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -213147.640625 Penalty: 3623.039795
	Iteration 23Q: 3 clusters Score -213147.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213161.171875 Penalty: 3623.039795
	Iteration 24Q: 3 clusters Score -213161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -213191.468750 Penalty: 3623.039795
	Iteration 25Q: 3 clusters Score -213191.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -213235.750000 Penalty: 3623.039795
	Iteration 26Q: 3 clusters Score -213235.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -213274.000000 Penalty: 3623.039795
	Iteration 27Q: 3 clusters Score -213274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213306.937500 Penalty: 3623.039795
	Iteration 28Q: 3 clusters Score -213306.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213342.578125 Penalty: 3623.039795
	Iteration 29Q: 3 clusters Score -213342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213360.750000 Penalty: 3623.039795
	Iteration 30Q: 3 clusters Score -213360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -213366.656250 Penalty: 3623.039795
	Iteration 31Q: 3 clusters Score -213366.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213373.359375 Penalty: 3623.039795
	Iteration 32Q: 3 clusters Score -213373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -213381.671875 Penalty: 3623.039795
	Iteration 33Q: 3 clusters Score -213381.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213387.125000 Penalty: 3623.039795
	Iteration 34Q: 3 clusters Score -213387.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -213394.453125 Penalty: 3623.039795
	Iteration 35Q: 3 clusters Score -213394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -213396.468750 Penalty: 3623.039795
	Iteration 36Q: 3 clusters Score -213396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -213396.875000 Penalty: 3623.039795
	Iteration 37Q: 3 clusters Score -213396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213398.000000 Penalty: 3623.039795
	Iteration 38Q: 3 clusters Score -213398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -213398.000000 Penalty: 3623.039795
	Iteration 39F: 3 clusters Score -213398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Entering Unmasked Estep 
Score: -2010179.500000 Penalty: 2358.038818
	Iteration 0F: 2 clusters Score -2010180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2000280.375000 Penalty: 4716.077637
	Iteration 0F: 3 clusters Score -2000280 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2003476.625000 Penalty: 4716.077637
	Iteration 1F: 3 clusters Score -2003477 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2003972.625000 Penalty: 4716.077637
	Iteration 2F: 3 clusters Score -2003973 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2004433.625000 Penalty: 4716.077637
	Iteration 3F: 3 clusters Score -2004434 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2004871.875000 Penalty: 4716.077637
	Iteration 4F: 3 clusters Score -2004872 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2005315.375000 Penalty: 4716.077637
	Iteration 5F: 3 clusters Score -2005315 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2005742.500000 Penalty: 4716.077637
	Iteration 6F: 3 clusters Score -2005742 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2006155.875000 Penalty: 4716.077637
	Iteration 7Q: 3 clusters Score -2006156 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2006542.375000 Penalty: 4716.077637
	Iteration 8Q: 3 clusters Score -2006542 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2006927.875000 Penalty: 4716.077637
	Iteration 9Q: 3 clusters Score -2006928 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2007289.250000 Penalty: 4716.077637
	Iteration 10Q: 3 clusters Score -2007289 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2007592.875000 Penalty: 4716.077637
	Iteration 11Q: 3 clusters Score -2007593 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2007819.875000 Penalty: 4716.077637
	Iteration 12Q: 3 clusters Score -2007820 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2007993.000000 Penalty: 4716.077637
	Iteration 13Q: 3 clusters Score -2007993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2008121.000000 Penalty: 4716.077637
	Iteration 14Q: 3 clusters Score -2008121 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2008241.000000 Penalty: 4716.077637
	Iteration 15Q: 3 clusters Score -2008241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2008330.875000 Penalty: 4716.077637
	Iteration 16Q: 3 clusters Score -2008331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2008397.875000 Penalty: 4716.077637
	Iteration 17Q: 3 clusters Score -2008398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2008457.375000 Penalty: 4716.077637
	Iteration 18Q: 3 clusters Score -2008457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2008480.250000 Penalty: 4716.077637
	Iteration 19Q: 3 clusters Score -2008480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2008490.000000 Penalty: 4716.077637
	Iteration 20F: 3 clusters Score -2008490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2008490.875000 Penalty: 4716.077637
	Iteration 21Q: 3 clusters Score -2008491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2008495.875000 Penalty: 4716.077637
	Iteration 22Q: 3 clusters Score -2008496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2008500.875000 Penalty: 4716.077637
	Iteration 23Q: 3 clusters Score -2008501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2008500.750000 Penalty: 4716.077637
	Iteration 24Q: 3 clusters Score -2008501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2008501.000000 Penalty: 4716.077637
	Iteration 25Q: 3 clusters Score -2008501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2008503.625000 Penalty: 4716.077637
	Iteration 26Q: 3 clusters Score -2008504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2008503.625000 Penalty: 4716.077637
	Iteration 27F: 3 clusters Score -2008504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -19808.945312 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -19808.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19139.021484 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -19139.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19373.195312 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -19373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -19529.871094 Penalty: 2630.439209
	Iteration 2F: 3 clusters Score -19529.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19807.732422 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -19807.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -19959.867188 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -19959.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19977.039062 Penalty: 2630.439209
	Iteration 5Q: 3 clusters Score -19977.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -19987.017578 Penalty: 2630.439209
	Iteration 6F: 3 clusters Score -19987.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -20024.283203 Penalty: 2630.439209
	Iteration 7Q: 3 clusters Score -20024.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -20035.132812 Penalty: 2630.439209
	Iteration 8Q: 3 clusters Score -20035.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -20035.132812 Penalty: 2630.439209
	Iteration 9F: 3 clusters Score -20035.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 145 members 
Mstep: Class 32 contains 38877 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Mstep: Class 45 contains 56 members 
Entering Unmasked Estep 
Score: -115048368.000000 Penalty: 151731.828125
Splitting cluster 31 changes total score from -115050040.000000 to -115048368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (38877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Entering Unmasked Estep 
Score: -5817078.000000 Penalty: 2620.903320
	Iteration 0F: 2 clusters Score -5817078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5790668.500000 Penalty: 5241.806641
	Iteration 0F: 3 clusters Score -5790668 nChanged 17864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5800885.500000 Penalty: 5241.806641
	Iteration 1F: 3 clusters Score -5800886 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -5802469.500000 Penalty: 5241.806641
	Iteration 2F: 3 clusters Score -5802470 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -5804510.500000 Penalty: 5241.806641
	Iteration 3F: 3 clusters Score -5804510 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5806484.000000 Penalty: 5241.806641
	Iteration 4F: 3 clusters Score -5806484 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -5808465.000000 Penalty: 5241.806641
	Iteration 5F: 3 clusters Score -5808465 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -5810530.000000 Penalty: 5241.806641
	Iteration 6F: 3 clusters Score -5810530 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -5812467.500000 Penalty: 5241.806641
	Iteration 7F: 3 clusters Score -5812468 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -5814075.500000 Penalty: 5241.806641
	Iteration 8F: 3 clusters Score -5814076 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -5815435.500000 Penalty: 5241.806641
	Iteration 9Q: 3 clusters Score -5815436 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -5816689.500000 Penalty: 5241.806641
	Iteration 10Q: 3 clusters Score -5816690 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -5817386.500000 Penalty: 5241.806641
	Iteration 11Q: 3 clusters Score -5817386 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -5817693.000000 Penalty: 5241.806641
	Iteration 12Q: 3 clusters Score -5817693 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5817821.500000 Penalty: 5241.806641
	Iteration 13Q: 3 clusters Score -5817822 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -5817877.500000 Penalty: 5241.806641
	Iteration 14Q: 3 clusters Score -5817878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -5817913.500000 Penalty: 5241.806641
	Iteration 15Q: 3 clusters Score -5817914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -5817935.000000 Penalty: 5241.806641
	Iteration 16Q: 3 clusters Score -5817935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -5817954.500000 Penalty: 5241.806641
	Iteration 17Q: 3 clusters Score -5817954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -5817969.000000 Penalty: 5241.806641
	Iteration 18Q: 3 clusters Score -5817969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -5817969.500000 Penalty: 5241.806641
	Iteration 19Q: 3 clusters Score -5817970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5817961.000000 Penalty: 5241.806641
	Iteration 20F: 3 clusters Score -5817961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -5817968.000000 Penalty: 5241.806641
	Iteration 21Q: 3 clusters Score -5817968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -5817961.500000 Penalty: 5241.806641
	Iteration 22Q: 3 clusters Score -5817962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -5817963.500000 Penalty: 5241.806641
	Iteration 23Q: 3 clusters Score -5817964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -5817970.000000 Penalty: 5241.806641
	Iteration 24Q: 3 clusters Score -5817970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -5817972.000000 Penalty: 5241.806641
	Iteration 25Q: 3 clusters Score -5817972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -5817968.500000 Penalty: 5241.806641
	Iteration 26Q: 3 clusters Score -5817968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5817967.000000 Penalty: 5241.806641
	Iteration 27Q: 3 clusters Score -5817967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -5817973.500000 Penalty: 5241.806641
	Iteration 28Q: 3 clusters Score -5817974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -5817974.000000 Penalty: 5241.806641
	Iteration 29Q: 3 clusters Score -5817974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5817973.000000 Penalty: 5241.806641
	Iteration 30Q: 3 clusters Score -5817973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -5817971.500000 Penalty: 5241.806641
	Iteration 31Q: 3 clusters Score -5817972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -5817976.000000 Penalty: 5241.806641
	Iteration 32Q: 3 clusters Score -5817976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -5817976.500000 Penalty: 5241.806641
	Iteration 33Q: 3 clusters Score -5817976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5817977.500000 Penalty: 5241.806641
	Iteration 34Q: 3 clusters Score -5817978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5817977.500000 Penalty: 5241.806641
	Iteration 35F: 3 clusters Score -5817978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2660 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Mstep: Class 45 contains 36217 members 
Entering Unmasked Estep 
Score: -115050264.000000 Penalty: 151731.828125
Splitting cluster 32 changes total score from -115050040.000000 to -115050264.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 33 (10798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Entering Unmasked Estep 
Score: -1525119.125000 Penalty: 2303.204834
	Iteration 0F: 2 clusters Score -1525119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1516998.500000 Penalty: 4606.409668
	Iteration 0F: 3 clusters Score -1516998 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1519454.750000 Penalty: 4606.409668
	Iteration 1F: 3 clusters Score -1519455 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1519865.500000 Penalty: 4606.409668
	Iteration 2F: 3 clusters Score -1519866 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1520245.625000 Penalty: 4606.409668
	Iteration 3F: 3 clusters Score -1520246 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1520652.125000 Penalty: 4606.409668
	Iteration 4F: 3 clusters Score -1520652 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1521123.000000 Penalty: 4606.409668
	Iteration 5F: 3 clusters Score -1521123 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1521648.750000 Penalty: 4606.409668
	Iteration 6F: 3 clusters Score -1521649 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1522145.125000 Penalty: 4606.409668
	Iteration 7F: 3 clusters Score -1522145 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1522556.750000 Penalty: 4606.409668
	Iteration 8Q: 3 clusters Score -1522557 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1522877.625000 Penalty: 4606.409668
	Iteration 9Q: 3 clusters Score -1522878 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1523133.375000 Penalty: 4606.409668
	Iteration 10Q: 3 clusters Score -1523133 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1523305.625000 Penalty: 4606.409668
	Iteration 11Q: 3 clusters Score -1523306 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1523413.500000 Penalty: 4606.409668
	Iteration 12Q: 3 clusters Score -1523414 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1523477.875000 Penalty: 4606.409668
	Iteration 13Q: 3 clusters Score -1523478 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1523532.625000 Penalty: 4606.409668
	Iteration 14Q: 3 clusters Score -1523533 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1523576.500000 Penalty: 4606.409668
	Iteration 15Q: 3 clusters Score -1523576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1523604.000000 Penalty: 4606.409668
	Iteration 16Q: 3 clusters Score -1523604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1523633.375000 Penalty: 4606.409668
	Iteration 17Q: 3 clusters Score -1523633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1523652.125000 Penalty: 4606.409668
	Iteration 18Q: 3 clusters Score -1523652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1523667.625000 Penalty: 4606.409668
	Iteration 19Q: 3 clusters Score -1523668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1523678.125000 Penalty: 4606.409668
	Iteration 20F: 3 clusters Score -1523678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1523685.000000 Penalty: 4606.409668
	Iteration 21Q: 3 clusters Score -1523685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1523690.375000 Penalty: 4606.409668
	Iteration 22Q: 3 clusters Score -1523690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1523699.375000 Penalty: 4606.409668
	Iteration 23Q: 3 clusters Score -1523699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1523701.500000 Penalty: 4606.409668
	Iteration 24Q: 3 clusters Score -1523702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1523707.750000 Penalty: 4606.409668
	Iteration 25Q: 3 clusters Score -1523708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1523715.625000 Penalty: 4606.409668
	Iteration 26Q: 3 clusters Score -1523716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1523724.000000 Penalty: 4606.409668
	Iteration 27Q: 3 clusters Score -1523724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1523727.000000 Penalty: 4606.409668
	Iteration 28Q: 3 clusters Score -1523727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1523726.125000 Penalty: 4606.409668
	Iteration 29Q: 3 clusters Score -1523726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1523730.625000 Penalty: 4606.409668
	Iteration 30Q: 3 clusters Score -1523731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1523732.000000 Penalty: 4606.409668
	Iteration 31Q: 3 clusters Score -1523732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1523735.875000 Penalty: 4606.409668
	Iteration 32Q: 3 clusters Score -1523736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1523737.875000 Penalty: 4606.409668
	Iteration 33Q: 3 clusters Score -1523738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1523737.750000 Penalty: 4606.409668
	Iteration 34Q: 3 clusters Score -1523738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1523740.125000 Penalty: 4606.409668
	Iteration 35Q: 3 clusters Score -1523740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1523737.875000 Penalty: 4606.409668
	Iteration 36Q: 3 clusters Score -1523738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1523744.625000 Penalty: 4606.409668
	Iteration 37Q: 3 clusters Score -1523745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1523748.750000 Penalty: 4606.409668
	Iteration 38Q: 3 clusters Score -1523749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1523751.250000 Penalty: 4606.409668
	Iteration 39Q: 3 clusters Score -1523751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1523755.625000 Penalty: 4606.409668
	Iteration 40F: 3 clusters Score -1523756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1523757.000000 Penalty: 4606.409668
	Iteration 41Q: 3 clusters Score -1523757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1523757.500000 Penalty: 4606.409668
	Iteration 42Q: 3 clusters Score -1523758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1523757.750000 Penalty: 4606.409668
	Iteration 43Q: 3 clusters Score -1523758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1523759.500000 Penalty: 4606.409668
	Iteration 44Q: 3 clusters Score -1523760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1523758.625000 Penalty: 4606.409668
	Iteration 45Q: 3 clusters Score -1523759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1523758.875000 Penalty: 4606.409668
	Iteration 46Q: 3 clusters Score -1523759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1523758.875000 Penalty: 4606.409668
	Iteration 47F: 3 clusters Score -1523759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Entering Unmasked Estep 
Score: -2526754.250000 Penalty: 2432.553223
	Iteration 0F: 2 clusters Score -2526754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2513712.000000 Penalty: 4865.106445
	Iteration 0F: 3 clusters Score -2513712 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -2518517.000000 Penalty: 4865.106445
	Iteration 1F: 3 clusters Score -2518517 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2519509.250000 Penalty: 4865.106445
	Iteration 2F: 3 clusters Score -2519509 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2520574.000000 Penalty: 4865.106445
	Iteration 3F: 3 clusters Score -2520574 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2521578.500000 Penalty: 4865.106445
	Iteration 4F: 3 clusters Score -2521578 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2522227.250000 Penalty: 4865.106445
	Iteration 5F: 3 clusters Score -2522227 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2522643.500000 Penalty: 4865.106445
	Iteration 6Q: 3 clusters Score -2522644 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2522930.500000 Penalty: 4865.106445
	Iteration 7Q: 3 clusters Score -2522930 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2523145.500000 Penalty: 4865.106445
	Iteration 8Q: 3 clusters Score -2523146 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2523352.750000 Penalty: 4865.106445
	Iteration 9Q: 3 clusters Score -2523353 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2523509.750000 Penalty: 4865.106445
	Iteration 10Q: 3 clusters Score -2523510 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2523642.500000 Penalty: 4865.106445
	Iteration 11Q: 3 clusters Score -2523642 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2523779.250000 Penalty: 4865.106445
	Iteration 12Q: 3 clusters Score -2523779 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2523923.250000 Penalty: 4865.106445
	Iteration 13Q: 3 clusters Score -2523923 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2524088.750000 Penalty: 4865.106445
	Iteration 14Q: 3 clusters Score -2524089 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2524252.500000 Penalty: 4865.106445
	Iteration 15Q: 3 clusters Score -2524252 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2524425.250000 Penalty: 4865.106445
	Iteration 16Q: 3 clusters Score -2524425 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2524589.750000 Penalty: 4865.106445
	Iteration 17Q: 3 clusters Score -2524590 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2524743.750000 Penalty: 4865.106445
	Iteration 18Q: 3 clusters Score -2524744 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2524910.250000 Penalty: 4865.106445
	Iteration 19Q: 3 clusters Score -2524910 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2525069.750000 Penalty: 4865.106445
	Iteration 20F: 3 clusters Score -2525070 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2525208.750000 Penalty: 4865.106445
	Iteration 21Q: 3 clusters Score -2525209 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2525348.500000 Penalty: 4865.106445
	Iteration 22Q: 3 clusters Score -2525348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2525486.500000 Penalty: 4865.106445
	Iteration 23Q: 3 clusters Score -2525486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2525605.750000 Penalty: 4865.106445
	Iteration 24Q: 3 clusters Score -2525606 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2525680.250000 Penalty: 4865.106445
	Iteration 25Q: 3 clusters Score -2525680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2525761.500000 Penalty: 4865.106445
	Iteration 26Q: 3 clusters Score -2525762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2525825.750000 Penalty: 4865.106445
	Iteration 27Q: 3 clusters Score -2525826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2525876.000000 Penalty: 4865.106445
	Iteration 28Q: 3 clusters Score -2525876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2525920.500000 Penalty: 4865.106445
	Iteration 29Q: 3 clusters Score -2525920 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2525956.000000 Penalty: 4865.106445
	Iteration 30Q: 3 clusters Score -2525956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2525987.500000 Penalty: 4865.106445
	Iteration 31Q: 3 clusters Score -2525988 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2526018.000000 Penalty: 4865.106445
	Iteration 32Q: 3 clusters Score -2526018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2526046.250000 Penalty: 4865.106445
	Iteration 33Q: 3 clusters Score -2526046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2526063.750000 Penalty: 4865.106445
	Iteration 34Q: 3 clusters Score -2526064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2526083.000000 Penalty: 4865.106445
	Iteration 35Q: 3 clusters Score -2526083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2526095.000000 Penalty: 4865.106445
	Iteration 36Q: 3 clusters Score -2526095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2526115.250000 Penalty: 4865.106445
	Iteration 37Q: 3 clusters Score -2526115 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2526132.250000 Penalty: 4865.106445
	Iteration 38Q: 3 clusters Score -2526132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2526148.250000 Penalty: 4865.106445
	Iteration 39Q: 3 clusters Score -2526148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2526154.750000 Penalty: 4865.106445
	Iteration 40F: 3 clusters Score -2526155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2526168.250000 Penalty: 4865.106445
	Iteration 41Q: 3 clusters Score -2526168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2526177.250000 Penalty: 4865.106445
	Iteration 42Q: 3 clusters Score -2526177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2526179.750000 Penalty: 4865.106445
	Iteration 43Q: 3 clusters Score -2526180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2526191.000000 Penalty: 4865.106445
	Iteration 44Q: 3 clusters Score -2526191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2526199.250000 Penalty: 4865.106445
	Iteration 45Q: 3 clusters Score -2526199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2526207.500000 Penalty: 4865.106445
	Iteration 46Q: 3 clusters Score -2526208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2526208.500000 Penalty: 4865.106445
	Iteration 47Q: 3 clusters Score -2526208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2526213.000000 Penalty: 4865.106445
	Iteration 48Q: 3 clusters Score -2526213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2526217.000000 Penalty: 4865.106445
	Iteration 49Q: 3 clusters Score -2526217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2526219.000000 Penalty: 4865.106445
	Iteration 50Q: 3 clusters Score -2526219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2526220.500000 Penalty: 4865.106445
	Iteration 51Q: 3 clusters Score -2526220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2526222.750000 Penalty: 4865.106445
	Iteration 52Q: 3 clusters Score -2526223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2526225.750000 Penalty: 4865.106445
	Iteration 53Q: 3 clusters Score -2526226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2526226.250000 Penalty: 4865.106445
	Iteration 54Q: 3 clusters Score -2526226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2526226.250000 Penalty: 4865.106445
	Iteration 55F: 3 clusters Score -2526226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -216920.984375 Penalty: 1818.751709
	Iteration 0F: 2 clusters Score -216921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -214669.031250 Penalty: 3637.503418
	Iteration 0F: 3 clusters Score -214669 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -215096.515625 Penalty: 3637.503418
	Iteration 1F: 3 clusters Score -215096.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -215245.484375 Penalty: 3637.503418
	Iteration 2F: 3 clusters Score -215245.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -215316.421875 Penalty: 3637.503418
	Iteration 3Q: 3 clusters Score -215316.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215377.625000 Penalty: 3637.503418
	Iteration 4Q: 3 clusters Score -215377.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -215426.109375 Penalty: 3637.503418
	Iteration 5Q: 3 clusters Score -215426.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -215454.046875 Penalty: 3637.503418
	Iteration 6Q: 3 clusters Score -215454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -215476.859375 Penalty: 3637.503418
	Iteration 7Q: 3 clusters Score -215476.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -215498.328125 Penalty: 3637.503418
	Iteration 8Q: 3 clusters Score -215498.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215516.937500 Penalty: 3637.503418
	Iteration 9Q: 3 clusters Score -215516.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215530.609375 Penalty: 3637.503418
	Iteration 10Q: 3 clusters Score -215530.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -215547.203125 Penalty: 3637.503418
	Iteration 11Q: 3 clusters Score -215547.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -215554.796875 Penalty: 3637.503418
	Iteration 12Q: 3 clusters Score -215554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215560.703125 Penalty: 3637.503418
	Iteration 13Q: 3 clusters Score -215560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215573.890625 Penalty: 3637.503418
	Iteration 14Q: 3 clusters Score -215573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215587.640625 Penalty: 3637.503418
	Iteration 15Q: 3 clusters Score -215587.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -215601.187500 Penalty: 3637.503418
	Iteration 16Q: 3 clusters Score -215601.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215616.750000 Penalty: 3637.503418
	Iteration 17Q: 3 clusters Score -215616.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -215630.250000 Penalty: 3637.503418
	Iteration 18Q: 3 clusters Score -215630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -215641.406250 Penalty: 3637.503418
	Iteration 19Q: 3 clusters Score -215641.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -215651.921875 Penalty: 3637.503418
	Iteration 20F: 3 clusters Score -215651.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -215664.234375 Penalty: 3637.503418
	Iteration 21Q: 3 clusters Score -215664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215674.156250 Penalty: 3637.503418
	Iteration 22Q: 3 clusters Score -215674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -215682.234375 Penalty: 3637.503418
	Iteration 23Q: 3 clusters Score -215682.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215687.953125 Penalty: 3637.503418
	Iteration 24Q: 3 clusters Score -215688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215694.531250 Penalty: 3637.503418
	Iteration 25Q: 3 clusters Score -215694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -215702.500000 Penalty: 3637.503418
	Iteration 26Q: 3 clusters Score -215702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215710.703125 Penalty: 3637.503418
	Iteration 27Q: 3 clusters Score -215710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -215717.109375 Penalty: 3637.503418
	Iteration 28Q: 3 clusters Score -215717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215720.890625 Penalty: 3637.503418
	Iteration 29Q: 3 clusters Score -215720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215723.078125 Penalty: 3637.503418
	Iteration 30Q: 3 clusters Score -215723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215723.828125 Penalty: 3637.503418
	Iteration 31Q: 3 clusters Score -215723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -215723.828125 Penalty: 3637.503418
	Iteration 32F: 3 clusters Score -215723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -71296.906250 Penalty: 1575.452026
	Iteration 0F: 2 clusters Score -71296.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69745.351562 Penalty: 3150.904053
	Iteration 0F: 3 clusters Score -69745.35 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69996.546875 Penalty: 3150.904053
	Iteration 1F: 3 clusters Score -69996.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70066.710938 Penalty: 3150.904053
	Iteration 2Q: 3 clusters Score -70066.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70122.906250 Penalty: 3150.904053
	Iteration 3Q: 3 clusters Score -70122.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70189.453125 Penalty: 3150.904053
	Iteration 4Q: 3 clusters Score -70189.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70259.976562 Penalty: 3150.904053
	Iteration 5Q: 3 clusters Score -70259.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70346.320312 Penalty: 3150.904053
	Iteration 6Q: 3 clusters Score -70346.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70392.609375 Penalty: 3150.904053
	Iteration 7Q: 3 clusters Score -70392.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70419.164062 Penalty: 3150.904053
	Iteration 8Q: 3 clusters Score -70419.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70442.062500 Penalty: 3150.904053
	Iteration 9Q: 3 clusters Score -70442.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70460.625000 Penalty: 3150.904053
	Iteration 10Q: 3 clusters Score -70460.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70476.757812 Penalty: 3150.904053
	Iteration 11Q: 3 clusters Score -70476.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -70500.539062 Penalty: 3150.904053
	Iteration 12Q: 3 clusters Score -70500.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70519.882812 Penalty: 3150.904053
	Iteration 13Q: 3 clusters Score -70519.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70534.984375 Penalty: 3150.904053
	Iteration 14Q: 3 clusters Score -70534.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70548.203125 Penalty: 3150.904053
	Iteration 15Q: 3 clusters Score -70548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70583.109375 Penalty: 3150.904053
	Iteration 16Q: 3 clusters Score -70583.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70630.007812 Penalty: 3150.904053
	Iteration 17Q: 3 clusters Score -70630.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70684.937500 Penalty: 3150.904053
	Iteration 18Q: 3 clusters Score -70684.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70731.007812 Penalty: 3150.904053
	Iteration 19Q: 3 clusters Score -70731.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70758.781250 Penalty: 3150.904053
	Iteration 20F: 3 clusters Score -70758.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70795.695312 Penalty: 3150.904053
	Iteration 21Q: 3 clusters Score -70795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70803.140625 Penalty: 3150.904053
	Iteration 22Q: 3 clusters Score -70803.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -70803.140625 Penalty: 3150.904053
	Iteration 23F: 3 clusters Score -70803.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1888909.500000 Penalty: 2344.279053
	Iteration 0F: 2 clusters Score -1888910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1879378.375000 Penalty: 4688.558105
	Iteration 0F: 3 clusters Score -1879378 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1882314.875000 Penalty: 4688.558105
	Iteration 1F: 3 clusters Score -1882315 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1882756.875000 Penalty: 4688.558105
	Iteration 2F: 3 clusters Score -1882757 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1883173.250000 Penalty: 4688.558105
	Iteration 3F: 3 clusters Score -1883173 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1883547.750000 Penalty: 4688.558105
	Iteration 4F: 3 clusters Score -1883548 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1883885.375000 Penalty: 4688.558105
	Iteration 5F: 3 clusters Score -1883885 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1884211.375000 Penalty: 4688.558105
	Iteration 6Q: 3 clusters Score -1884211 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1884507.875000 Penalty: 4688.558105
	Iteration 7Q: 3 clusters Score -1884508 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1884769.500000 Penalty: 4688.558105
	Iteration 8Q: 3 clusters Score -1884770 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1884985.625000 Penalty: 4688.558105
	Iteration 9Q: 3 clusters Score -1884986 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1885170.875000 Penalty: 4688.558105
	Iteration 10Q: 3 clusters Score -1885171 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1885316.000000 Penalty: 4688.558105
	Iteration 11Q: 3 clusters Score -1885316 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1885446.750000 Penalty: 4688.558105
	Iteration 12Q: 3 clusters Score -1885447 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1885589.500000 Penalty: 4688.558105
	Iteration 13Q: 3 clusters Score -1885590 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1885724.625000 Penalty: 4688.558105
	Iteration 14Q: 3 clusters Score -1885725 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1885882.125000 Penalty: 4688.558105
	Iteration 15Q: 3 clusters Score -1885882 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1886052.875000 Penalty: 4688.558105
	Iteration 16Q: 3 clusters Score -1886053 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1886243.750000 Penalty: 4688.558105
	Iteration 17Q: 3 clusters Score -1886244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1886398.250000 Penalty: 4688.558105
	Iteration 18Q: 3 clusters Score -1886398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1886528.125000 Penalty: 4688.558105
	Iteration 19Q: 3 clusters Score -1886528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1886633.500000 Penalty: 4688.558105
	Iteration 20F: 3 clusters Score -1886634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1886736.250000 Penalty: 4688.558105
	Iteration 21Q: 3 clusters Score -1886736 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1886801.625000 Penalty: 4688.558105
	Iteration 22Q: 3 clusters Score -1886802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1886854.375000 Penalty: 4688.558105
	Iteration 23Q: 3 clusters Score -1886854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1886894.875000 Penalty: 4688.558105
	Iteration 24Q: 3 clusters Score -1886895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1886909.375000 Penalty: 4688.558105
	Iteration 25Q: 3 clusters Score -1886909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1886940.875000 Penalty: 4688.558105
	Iteration 26Q: 3 clusters Score -1886941 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1886965.375000 Penalty: 4688.558105
	Iteration 27Q: 3 clusters Score -1886965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1886984.500000 Penalty: 4688.558105
	Iteration 28Q: 3 clusters Score -1886984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1887000.875000 Penalty: 4688.558105
	Iteration 29Q: 3 clusters Score -1887001 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1887017.875000 Penalty: 4688.558105
	Iteration 30Q: 3 clusters Score -1887018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1887032.250000 Penalty: 4688.558105
	Iteration 31Q: 3 clusters Score -1887032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1887048.125000 Penalty: 4688.558105
	Iteration 32Q: 3 clusters Score -1887048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1887051.500000 Penalty: 4688.558105
	Iteration 33Q: 3 clusters Score -1887052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1887060.125000 Penalty: 4688.558105
	Iteration 34Q: 3 clusters Score -1887060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1887071.875000 Penalty: 4688.558105
	Iteration 35Q: 3 clusters Score -1887072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1887076.375000 Penalty: 4688.558105
	Iteration 36Q: 3 clusters Score -1887076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1887084.000000 Penalty: 4688.558105
	Iteration 37Q: 3 clusters Score -1887084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1887090.000000 Penalty: 4688.558105
	Iteration 38Q: 3 clusters Score -1887090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1887096.625000 Penalty: 4688.558105
	Iteration 39Q: 3 clusters Score -1887097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1887103.750000 Penalty: 4688.558105
	Iteration 40F: 3 clusters Score -1887104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1887107.500000 Penalty: 4688.558105
	Iteration 41Q: 3 clusters Score -1887108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1887111.500000 Penalty: 4688.558105
	Iteration 42Q: 3 clusters Score -1887112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1887108.250000 Penalty: 4688.558105
	Iteration 43Q: 3 clusters Score -1887108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1887110.750000 Penalty: 4688.558105
	Iteration 44Q: 3 clusters Score -1887111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1887110.250000 Penalty: 4688.558105
	Iteration 45Q: 3 clusters Score -1887110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1887112.875000 Penalty: 4688.558105
	Iteration 46Q: 3 clusters Score -1887113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1887111.250000 Penalty: 4688.558105
	Iteration 47Q: 3 clusters Score -1887111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1887111.250000 Penalty: 4688.558105
	Iteration 48F: 3 clusters Score -1887111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -891631.812500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -891631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -886405.312500 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -886405.3 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -887831.312500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -887831.3 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -888229.125000 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -888229.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -888577.125000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -888577.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -888914.687500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -888914.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -889223.187500 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -889223.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -889491.937500 Penalty: 4326.964844
	Iteration 6F: 3 clusters Score -889491.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -889627.312500 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -889627.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -889722.312500 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -889722.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -889781.937500 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -889781.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -889830.125000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -889830.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -889869.562500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -889869.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -889893.875000 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -889893.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -889920.937500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -889920.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -889944.500000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -889944.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -889967.562500 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -889967.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -889987.625000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -889987.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -890006.312500 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -890006.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -890016.000000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -890016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -890026.500000 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -890026.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -890035.500000 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -890035.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -890042.062500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -890042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -890045.812500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -890045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -890049.062500 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -890049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -890052.375000 Penalty: 4326.964844
	Iteration 24Q: 3 clusters Score -890052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -890051.625000 Penalty: 4326.964844
	Iteration 25Q: 3 clusters Score -890051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -890053.187500 Penalty: 4326.964844
	Iteration 26Q: 3 clusters Score -890053.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -890053.625000 Penalty: 4326.964844
	Iteration 27Q: 3 clusters Score -890053.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -890054.750000 Penalty: 4326.964844
	Iteration 28Q: 3 clusters Score -890054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -890054.312500 Penalty: 4326.964844
	Iteration 29Q: 3 clusters Score -890054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -890054.312500 Penalty: 4326.964844
	Iteration 30F: 3 clusters Score -890054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -1470785.000000 Penalty: 2279.381836
	Iteration 0F: 2 clusters Score -1470785 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 4773 members 
Entering Unmasked Estep 
Score: -1463317.250000 Penalty: 4558.763672
	Iteration 0F: 3 clusters Score -1463317 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1465533.000000 Penalty: 4558.763672
	Iteration 1F: 3 clusters Score -1465533 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1465873.875000 Penalty: 4558.763672
	Iteration 2F: 3 clusters Score -1465874 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1466112.000000 Penalty: 4558.763672
	Iteration 3F: 3 clusters Score -1466112 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1466331.000000 Penalty: 4558.763672
	Iteration 4Q: 3 clusters Score -1466331 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1466530.625000 Penalty: 4558.763672
	Iteration 5Q: 3 clusters Score -1466531 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1466785.250000 Penalty: 4558.763672
	Iteration 6Q: 3 clusters Score -1466785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1467074.250000 Penalty: 4558.763672
	Iteration 7Q: 3 clusters Score -1467074 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1467412.750000 Penalty: 4558.763672
	Iteration 8Q: 3 clusters Score -1467413 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1467767.000000 Penalty: 4558.763672
	Iteration 9Q: 3 clusters Score -1467767 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1468061.250000 Penalty: 4558.763672
	Iteration 10Q: 3 clusters Score -1468061 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1468295.625000 Penalty: 4558.763672
	Iteration 11Q: 3 clusters Score -1468296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1468453.125000 Penalty: 4558.763672
	Iteration 12Q: 3 clusters Score -1468453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1468554.750000 Penalty: 4558.763672
	Iteration 13Q: 3 clusters Score -1468555 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1468631.625000 Penalty: 4558.763672
	Iteration 14Q: 3 clusters Score -1468632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1468685.625000 Penalty: 4558.763672
	Iteration 15Q: 3 clusters Score -1468686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1468726.000000 Penalty: 4558.763672
	Iteration 16Q: 3 clusters Score -1468726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1468749.250000 Penalty: 4558.763672
	Iteration 17Q: 3 clusters Score -1468749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1468763.625000 Penalty: 4558.763672
	Iteration 18Q: 3 clusters Score -1468764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1468775.000000 Penalty: 4558.763672
	Iteration 19Q: 3 clusters Score -1468775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1468782.875000 Penalty: 4558.763672
	Iteration 20F: 3 clusters Score -1468783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1468798.375000 Penalty: 4558.763672
	Iteration 21Q: 3 clusters Score -1468798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1468815.125000 Penalty: 4558.763672
	Iteration 22Q: 3 clusters Score -1468815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1468826.500000 Penalty: 4558.763672
	Iteration 23Q: 3 clusters Score -1468826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1468839.125000 Penalty: 4558.763672
	Iteration 24Q: 3 clusters Score -1468839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1468848.000000 Penalty: 4558.763672
	Iteration 25Q: 3 clusters Score -1468848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1468853.000000 Penalty: 4558.763672
	Iteration 26Q: 3 clusters Score -1468853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1468855.000000 Penalty: 4558.763672
	Iteration 27Q: 3 clusters Score -1468855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1468859.125000 Penalty: 4558.763672
	Iteration 28Q: 3 clusters Score -1468859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1468857.875000 Penalty: 4558.763672
	Iteration 29Q: 3 clusters Score -1468858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1468857.875000 Penalty: 4558.763672
	Iteration 30F: 3 clusters Score -1468858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Entering Unmasked Estep 
Score: -106955.304688 Penalty: 1692.714111
	Iteration 0F: 2 clusters Score -106955.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105162.679688 Penalty: 3385.428223
	Iteration 0F: 3 clusters Score -105162.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105712.789062 Penalty: 3385.428223
	Iteration 1F: 3 clusters Score -105712.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -106076.046875 Penalty: 3385.428223
	Iteration 2F: 3 clusters Score -106076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106232.140625 Penalty: 3385.428223
	Iteration 3F: 3 clusters Score -106232.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -106341.000000 Penalty: 3385.428223
	Iteration 4Q: 3 clusters Score -106341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106402.726562 Penalty: 3385.428223
	Iteration 5Q: 3 clusters Score -106402.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106433.843750 Penalty: 3385.428223
	Iteration 6Q: 3 clusters Score -106433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106471.351562 Penalty: 3385.428223
	Iteration 7Q: 3 clusters Score -106471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106484.218750 Penalty: 3385.428223
	Iteration 8Q: 3 clusters Score -106484.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106486.218750 Penalty: 3385.428223
	Iteration 9Q: 3 clusters Score -106486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106489.781250 Penalty: 3385.428223
	Iteration 10Q: 3 clusters Score -106489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106496.601562 Penalty: 3385.428223
	Iteration 11Q: 3 clusters Score -106496.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106517.015625 Penalty: 3385.428223
	Iteration 12Q: 3 clusters Score -106517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -106529.304688 Penalty: 3385.428223
	Iteration 13Q: 3 clusters Score -106529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -106542.773438 Penalty: 3385.428223
	Iteration 14Q: 3 clusters Score -106542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106550.578125 Penalty: 3385.428223
	Iteration 15Q: 3 clusters Score -106550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106562.250000 Penalty: 3385.428223
	Iteration 16Q: 3 clusters Score -106562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106571.960938 Penalty: 3385.428223
	Iteration 17Q: 3 clusters Score -106572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106579.398438 Penalty: 3385.428223
	Iteration 18Q: 3 clusters Score -106579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106586.046875 Penalty: 3385.428223
	Iteration 19Q: 3 clusters Score -106586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106586.046875 Penalty: 3385.428223
	Iteration 20F: 3 clusters Score -106586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -938437.437500 Penalty: 2200.550537
	Iteration 0F: 2 clusters Score -938437.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -932723.875000 Penalty: 4401.101074
	Iteration 0F: 3 clusters Score -932723.9 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -934656.875000 Penalty: 4401.101074
	Iteration 1F: 3 clusters Score -934656.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -935146.937500 Penalty: 4401.101074
	Iteration 2F: 3 clusters Score -935146.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -935503.312500 Penalty: 4401.101074
	Iteration 3F: 3 clusters Score -935503.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -935744.125000 Penalty: 4401.101074
	Iteration 4F: 3 clusters Score -935744.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -935916.562500 Penalty: 4401.101074
	Iteration 5Q: 3 clusters Score -935916.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -936052.937500 Penalty: 4401.101074
	Iteration 6Q: 3 clusters Score -936052.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -936147.812500 Penalty: 4401.101074
	Iteration 7Q: 3 clusters Score -936147.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -936225.562500 Penalty: 4401.101074
	Iteration 8Q: 3 clusters Score -936225.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -936279.687500 Penalty: 4401.101074
	Iteration 9Q: 3 clusters Score -936279.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -936324.812500 Penalty: 4401.101074
	Iteration 10Q: 3 clusters Score -936324.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -936364.875000 Penalty: 4401.101074
	Iteration 11Q: 3 clusters Score -936364.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -936393.750000 Penalty: 4401.101074
	Iteration 12Q: 3 clusters Score -936393.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -936420.500000 Penalty: 4401.101074
	Iteration 13Q: 3 clusters Score -936420.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -936449.375000 Penalty: 4401.101074
	Iteration 14Q: 3 clusters Score -936449.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -936467.312500 Penalty: 4401.101074
	Iteration 15Q: 3 clusters Score -936467.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -936486.062500 Penalty: 4401.101074
	Iteration 16Q: 3 clusters Score -936486.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -936504.187500 Penalty: 4401.101074
	Iteration 17Q: 3 clusters Score -936504.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -936514.312500 Penalty: 4401.101074
	Iteration 18Q: 3 clusters Score -936514.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -936523.375000 Penalty: 4401.101074
	Iteration 19Q: 3 clusters Score -936523.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -936532.625000 Penalty: 4401.101074
	Iteration 20F: 3 clusters Score -936532.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -936540.875000 Penalty: 4401.101074
	Iteration 21Q: 3 clusters Score -936540.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -936548.875000 Penalty: 4401.101074
	Iteration 22Q: 3 clusters Score -936548.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -936557.062500 Penalty: 4401.101074
	Iteration 23Q: 3 clusters Score -936557.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -936561.687500 Penalty: 4401.101074
	Iteration 24Q: 3 clusters Score -936561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -936564.312500 Penalty: 4401.101074
	Iteration 25Q: 3 clusters Score -936564.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -936565.937500 Penalty: 4401.101074
	Iteration 26Q: 3 clusters Score -936565.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -936567.312500 Penalty: 4401.101074
	Iteration 27Q: 3 clusters Score -936567.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -936570.062500 Penalty: 4401.101074
	Iteration 28Q: 3 clusters Score -936570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -936571.125000 Penalty: 4401.101074
	Iteration 29Q: 3 clusters Score -936571.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -936575.250000 Penalty: 4401.101074
	Iteration 30Q: 3 clusters Score -936575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -936576.000000 Penalty: 4401.101074
	Iteration 31Q: 3 clusters Score -936576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -936578.812500 Penalty: 4401.101074
	Iteration 32Q: 3 clusters Score -936578.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -936582.375000 Penalty: 4401.101074
	Iteration 33Q: 3 clusters Score -936582.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -936584.062500 Penalty: 4401.101074
	Iteration 34Q: 3 clusters Score -936584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -936588.000000 Penalty: 4401.101074
	Iteration 35Q: 3 clusters Score -936588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -936596.625000 Penalty: 4401.101074
	Iteration 36Q: 3 clusters Score -936596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -936600.812500 Penalty: 4401.101074
	Iteration 37Q: 3 clusters Score -936600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -936602.562500 Penalty: 4401.101074
	Iteration 38Q: 3 clusters Score -936602.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -936608.687500 Penalty: 4401.101074
	Iteration 39Q: 3 clusters Score -936608.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -936610.562500 Penalty: 4401.101074
	Iteration 40F: 3 clusters Score -936610.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -936615.437500 Penalty: 4401.101074
	Iteration 41Q: 3 clusters Score -936615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -936615.437500 Penalty: 4401.101074
	Iteration 42Q: 3 clusters Score -936615.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -936617.375000 Penalty: 4401.101074
	Iteration 43Q: 3 clusters Score -936617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -936621.062500 Penalty: 4401.101074
	Iteration 44Q: 3 clusters Score -936621.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -936624.875000 Penalty: 4401.101074
	Iteration 45Q: 3 clusters Score -936624.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -936626.437500 Penalty: 4401.101074
	Iteration 46Q: 3 clusters Score -936626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -936629.500000 Penalty: 4401.101074
	Iteration 47Q: 3 clusters Score -936629.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -936632.625000 Penalty: 4401.101074
	Iteration 48Q: 3 clusters Score -936632.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -936636.062500 Penalty: 4401.101074
	Iteration 49Q: 3 clusters Score -936636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -936637.125000 Penalty: 4401.101074
	Iteration 50Q: 3 clusters Score -936637.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -936640.187500 Penalty: 4401.101074
	Iteration 51Q: 3 clusters Score -936640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -936641.750000 Penalty: 4401.101074
	Iteration 52Q: 3 clusters Score -936641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -936644.125000 Penalty: 4401.101074
	Iteration 53Q: 3 clusters Score -936644.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -936645.375000 Penalty: 4401.101074
	Iteration 54Q: 3 clusters Score -936645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -936649.062500 Penalty: 4401.101074
	Iteration 55Q: 3 clusters Score -936649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -936648.500000 Penalty: 4401.101074
	Iteration 56Q: 3 clusters Score -936648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -936651.375000 Penalty: 4401.101074
	Iteration 57Q: 3 clusters Score -936651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -936655.062500 Penalty: 4401.101074
	Iteration 58Q: 3 clusters Score -936655.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -936660.062500 Penalty: 4401.101074
	Iteration 59Q: 3 clusters Score -936660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -936658.937500 Penalty: 4401.101074
	Iteration 60F: 3 clusters Score -936658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -936657.937500 Penalty: 4401.101074
	Iteration 61Q: 3 clusters Score -936657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -936660.562500 Penalty: 4401.101074
	Iteration 62Q: 3 clusters Score -936660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -936664.000000 Penalty: 4401.101074
	Iteration 63Q: 3 clusters Score -936664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -936664.750000 Penalty: 4401.101074
	Iteration 64Q: 3 clusters Score -936664.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -936664.937500 Penalty: 4401.101074
	Iteration 65Q: 3 clusters Score -936664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -936664.812500 Penalty: 4401.101074
	Iteration 66Q: 3 clusters Score -936664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -936666.562500 Penalty: 4401.101074
	Iteration 67Q: 3 clusters Score -936666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -936668.125000 Penalty: 4401.101074
	Iteration 68Q: 3 clusters Score -936668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -936668.187500 Penalty: 4401.101074
	Iteration 69Q: 3 clusters Score -936668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -936668.625000 Penalty: 4401.101074
	Iteration 70Q: 3 clusters Score -936668.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -936668.625000 Penalty: 4401.101074
	Iteration 71F: 3 clusters Score -936668.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -151053.484375 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -151053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -149086.546875 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -149086.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -149600.250000 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -149600.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -149781.421875 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -149781.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -149881.531250 Penalty: 3489.056396
	Iteration 3F: 3 clusters Score -149881.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -149951.796875 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -149951.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -150044.703125 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -150044.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150150.421875 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -150150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -150281.890625 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -150281.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -150439.687500 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -150439.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -150688.921875 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -150688.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -151282.781250 Penalty: 3489.056396
	Iteration 10F: 3 clusters Score -151282.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -152695.843750 Penalty: 3489.056396
	Iteration 11F: 3 clusters Score -152695.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153002.750000 Penalty: 3489.056396
	Iteration 12F: 3 clusters Score -153002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153144.281250 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -153144.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -153305.984375 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -153306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153870.031250 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -153870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154276.937500 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -154276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154276.937500 Penalty: 3489.056396
	Iteration 17F: 3 clusters Score -154276.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2660 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Mstep: Class 45 contains 36217 members 
Mstep: Class 46 contains 644 members 
Entering Unmasked Estep 
Score: -115051976.000000 Penalty: 155103.640625
Splitting cluster 42 changes total score from -115050040.000000 to -115051976.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 43 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -1231628.375000 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1231628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1224561.375000 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1224561 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1226873.875000 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1226874 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1227468.500000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1227468 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1228056.375000 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -1228056 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1228568.625000 Penalty: 4515.739258
	Iteration 4F: 3 clusters Score -1228569 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1229076.750000 Penalty: 4515.739258
	Iteration 5F: 3 clusters Score -1229077 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1229499.250000 Penalty: 4515.739258
	Iteration 6F: 3 clusters Score -1229499 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1229881.875000 Penalty: 4515.739258
	Iteration 7F: 3 clusters Score -1229882 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1230245.375000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1230245 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1230498.875000 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1230499 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1230695.000000 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1230695 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1230830.750000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1230831 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1230902.250000 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1230902 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1230945.875000 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1230946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1230980.125000 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1230980 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1231005.750000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1231006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1231031.750000 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1231032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1231056.500000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1231056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1231074.250000 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1231074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1231091.375000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1231091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1231106.875000 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1231107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1231116.250000 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1231116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1231124.125000 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1231124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1231130.250000 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1231130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1231135.750000 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1231136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1231138.625000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1231139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1231142.250000 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1231142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1231143.250000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1231143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1231146.750000 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1231147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1231148.125000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1231148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1231145.875000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1231146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1231146.125000 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1231146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1231147.625000 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1231148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1231149.750000 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1231150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1231150.375000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1231150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1231153.375000 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1231153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1231150.625000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1231151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1231154.750000 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1231155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1231156.000000 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1231156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1231156.250000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1231156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1231157.750000 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1231158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1231158.250000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1231158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1231159.125000 Penalty: 4515.739258
	Iteration 42Q: 3 clusters Score -1231159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1231159.500000 Penalty: 4515.739258
	Iteration 43Q: 3 clusters Score -1231160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1231157.250000 Penalty: 4515.739258
	Iteration 44Q: 3 clusters Score -1231157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1231158.875000 Penalty: 4515.739258
	Iteration 45Q: 3 clusters Score -1231159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1231159.625000 Penalty: 4515.739258
	Iteration 46Q: 3 clusters Score -1231160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1231160.250000 Penalty: 4515.739258
	Iteration 47Q: 3 clusters Score -1231160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1231160.000000 Penalty: 4515.739258
	Iteration 48Q: 3 clusters Score -1231160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1231161.125000 Penalty: 4515.739258
	Iteration 49Q: 3 clusters Score -1231161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1231162.125000 Penalty: 4515.739258
	Iteration 50Q: 3 clusters Score -1231162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1231162.250000 Penalty: 4515.739258
	Iteration 51Q: 3 clusters Score -1231162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1231164.750000 Penalty: 4515.739258
	Iteration 52Q: 3 clusters Score -1231165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1231162.625000 Penalty: 4515.739258
	Iteration 53Q: 3 clusters Score -1231163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1231162.250000 Penalty: 4515.739258
	Iteration 54Q: 3 clusters Score -1231162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1231162.250000 Penalty: 4515.739258
	Iteration 55F: 3 clusters Score -1231162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -167138.140625 Penalty: 1757.303467
	Iteration 0F: 2 clusters Score -167138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -165103.984375 Penalty: 3514.606934
	Iteration 0F: 3 clusters Score -165104 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -165473.796875 Penalty: 3514.606934
	Iteration 1F: 3 clusters Score -165473.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -165682.046875 Penalty: 3514.606934
	Iteration 2F: 3 clusters Score -165682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165887.656250 Penalty: 3514.606934
	Iteration 3F: 3 clusters Score -165887.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166094.406250 Penalty: 3514.606934
	Iteration 4F: 3 clusters Score -166094.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166279.843750 Penalty: 3514.606934
	Iteration 5F: 3 clusters Score -166279.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166408.640625 Penalty: 3514.606934
	Iteration 6Q: 3 clusters Score -166408.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166462.218750 Penalty: 3514.606934
	Iteration 7Q: 3 clusters Score -166462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166480.875000 Penalty: 3514.606934
	Iteration 8Q: 3 clusters Score -166480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166502.531250 Penalty: 3514.606934
	Iteration 9Q: 3 clusters Score -166502.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166511.562500 Penalty: 3514.606934
	Iteration 10Q: 3 clusters Score -166511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -166517.281250 Penalty: 3514.606934
	Iteration 11Q: 3 clusters Score -166517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166518.718750 Penalty: 3514.606934
	Iteration 12Q: 3 clusters Score -166518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166519.390625 Penalty: 3514.606934
	Iteration 13Q: 3 clusters Score -166519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166519.390625 Penalty: 3514.606934
	Iteration 14F: 3 clusters Score -166519.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 103078 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 60528 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11940 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 13735 members 
Mstep: Class 10 contains 21441 members 
Mstep: Class 11 contains 3477 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 14257 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 17705 members 
Mstep: Class 18 contains 10218 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18679 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10825 members 
Mstep: Class 25 contains 975 members 
Mstep: Class 26 contains 30820 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1487 members 
Mstep: Class 30 contains 13470 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2660 members 
Mstep: Class 33 contains 10798 members 
Mstep: Class 34 contains 18191 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 574 members 
Mstep: Class 37 contains 12743 members 
Mstep: Class 38 contains 6147 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7138 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052816.000000 Penalty: 155103.640625
Iteration 159Q: 47 clusters Score -1.150528e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 103072 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71407 members 
Mstep: Class 5 contains 60687 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11934 members 
Mstep: Class 8 contains 3011 members 
Mstep: Class 9 contains 13732 members 
Mstep: Class 10 contains 21483 members 
Mstep: Class 11 contains 3485 members 
Mstep: Class 12 contains 96864 members 
Mstep: Class 13 contains 5995 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 16613 members 
Mstep: Class 16 contains 1023 members 
Mstep: Class 17 contains 17859 members 
Mstep: Class 18 contains 10234 members 
Mstep: Class 19 contains 79654 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18700 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 30809 members 
Mstep: Class 27 contains 3641 members 
Mstep: Class 28 contains 31025 members 
Mstep: Class 29 contains 1485 members 
Mstep: Class 30 contains 13491 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2709 members 
Mstep: Class 33 contains 10799 members 
Mstep: Class 34 contains 18318 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 576 members 
Mstep: Class 37 contains 12754 members 
Mstep: Class 38 contains 6148 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 7144 members 
Mstep: Class 42 contains 533 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 1196 members 
Mstep: Class 45 contains 35484 members 
Mstep: Class 46 contains 641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054104.000000 Penalty: 155103.640625
Iteration 160F: 47 clusters Score -1.150541e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 103028 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71438 members 
Mstep: Class 5 contains 60794 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11930 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 21507 members 
Mstep: Class 11 contains 3492 members 
Mstep: Class 12 contains 96858 members 
Mstep: Class 13 contains 5993 members 
Mstep: Class 14 contains 14256 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 16 contains 988 members 
Mstep: Class 17 contains 17839 members 
Mstep: Class 18 contains 10237 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18712 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 971 members 
Mstep: Class 26 contains 30794 members 
Mstep: Class 27 contains 3644 members 
Mstep: Class 28 contains 31032 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 13353 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2739 members 
Mstep: Class 33 contains 10790 members 
Mstep: Class 34 contains 18298 members 
Mstep: Class 35 contains 1531 members 
Mstep: Class 36 contains 536 members 
Mstep: Class 37 contains 12765 members 
Mstep: Class 38 contains 6146 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 7161 members 
Mstep: Class 42 contains 572 members 
Mstep: Class 43 contains 9039 members 
Mstep: Class 44 contains 1196 members 
Mstep: Class 45 contains 35495 members 
Mstep: Class 46 contains 681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054752.000000 Penalty: 155103.640625
Iteration 161Q: 47 clusters Score -1.150548e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 102983 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 71453 members 
Mstep: Class 5 contains 60877 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11926 members 
Mstep: Class 8 contains 3023 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 21513 members 
Mstep: Class 11 contains 3506 members 
Mstep: Class 12 contains 96846 members 
Mstep: Class 13 contains 5990 members 
Mstep: Class 14 contains 14260 members 
Mstep: Class 15 contains 16611 members 
Mstep: Class 16 contains 970 members 
Mstep: Class 17 contains 17852 members 
Mstep: Class 18 contains 10244 members 
Mstep: Class 19 contains 79658 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18707 members 
Mstep: Class 22 contains 12016 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 957 members 
Mstep: Class 26 contains 30780 members 
Mstep: Class 27 contains 3642 members 
Mstep: Class 28 contains 31045 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 13263 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2776 members 
Mstep: Class 33 contains 10787 members 
Mstep: Class 34 contains 18308 members 
Mstep: Class 35 contains 1533 members 
Mstep: Class 36 contains 505 members 
Mstep: Class 37 contains 12771 members 
Mstep: Class 38 contains 6145 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 7164 members 
Mstep: Class 42 contains 594 members 
Mstep: Class 43 contains 9068 members 
Mstep: Class 44 contains 1198 members 
Mstep: Class 45 contains 35447 members 
Mstep: Class 46 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055240.000000 Penalty: 155103.640625
Iteration 162Q: 47 clusters Score -1.150552e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 102944 members 
Mstep: Class 3 contains 7711 members 
Mstep: Class 4 contains 71472 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11926 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 13717 members 
Mstep: Class 10 contains 21521 members 
Mstep: Class 11 contains 3521 members 
Mstep: Class 12 contains 96831 members 
Mstep: Class 13 contains 5985 members 
Mstep: Class 14 contains 14262 members 
Mstep: Class 15 contains 16623 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 17858 members 
Mstep: Class 18 contains 10240 members 
Mstep: Class 19 contains 79658 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18705 members 
Mstep: Class 22 contains 12015 members 
Mstep: Class 23 contains 1723 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 947 members 
Mstep: Class 26 contains 30773 members 
Mstep: Class 27 contains 3637 members 
Mstep: Class 28 contains 31044 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 13187 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2805 members 
Mstep: Class 33 contains 10781 members 
Mstep: Class 34 contains 18311 members 
Mstep: Class 35 contains 1536 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 12774 members 
Mstep: Class 38 contains 6142 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 7173 members 
Mstep: Class 42 contains 614 members 
Mstep: Class 43 contains 9091 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35458 members 
Mstep: Class 46 contains 736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055632.000000 Penalty: 155103.640625
Iteration 163Q: 47 clusters Score -1.150556e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 102913 members 
Mstep: Class 3 contains 7710 members 
Mstep: Class 4 contains 71485 members 
Mstep: Class 5 contains 60958 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11924 members 
Mstep: Class 8 contains 3028 members 
Mstep: Class 9 contains 13703 members 
Mstep: Class 10 contains 21530 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 96820 members 
Mstep: Class 13 contains 5981 members 
Mstep: Class 14 contains 14262 members 
Mstep: Class 15 contains 16656 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 17858 members 
Mstep: Class 18 contains 10250 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 12016 members 
Mstep: Class 23 contains 1724 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 943 members 
Mstep: Class 26 contains 30765 members 
Mstep: Class 27 contains 3615 members 
Mstep: Class 28 contains 31039 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 13117 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2826 members 
Mstep: Class 33 contains 10767 members 
Mstep: Class 34 contains 18321 members 
Mstep: Class 35 contains 1541 members 
Mstep: Class 36 contains 468 members 
Mstep: Class 37 contains 12775 members 
Mstep: Class 38 contains 6139 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 7196 members 
Mstep: Class 42 contains 634 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35487 members 
Mstep: Class 46 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055864.000000 Penalty: 155103.640625
Iteration 164Q: 47 clusters Score -1.150559e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 102889 members 
Mstep: Class 3 contains 7706 members 
Mstep: Class 4 contains 71491 members 
Mstep: Class 5 contains 60982 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11922 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 10 contains 21539 members 
Mstep: Class 11 contains 3564 members 
Mstep: Class 12 contains 96812 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 14261 members 
Mstep: Class 15 contains 16662 members 
Mstep: Class 16 contains 937 members 
Mstep: Class 17 contains 17849 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 79662 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18701 members 
Mstep: Class 22 contains 12013 members 
Mstep: Class 23 contains 1725 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 30760 members 
Mstep: Class 27 contains 3589 members 
Mstep: Class 28 contains 31032 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 13071 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2842 members 
Mstep: Class 33 contains 10759 members 
Mstep: Class 34 contains 18334 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 455 members 
Mstep: Class 37 contains 12779 members 
Mstep: Class 38 contains 6136 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 7210 members 
Mstep: Class 42 contains 638 members 
Mstep: Class 43 contains 9129 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35505 members 
Mstep: Class 46 contains 761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056032.000000 Penalty: 155103.640625
Iteration 165Q: 47 clusters Score -1.15056e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 102873 members 
Mstep: Class 3 contains 7703 members 
Mstep: Class 4 contains 71506 members 
Mstep: Class 5 contains 60997 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 13682 members 
Mstep: Class 10 contains 21540 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 96800 members 
Mstep: Class 13 contains 5974 members 
Mstep: Class 14 contains 14261 members 
Mstep: Class 15 contains 16665 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 17848 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18690 members 
Mstep: Class 22 contains 12012 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 30748 members 
Mstep: Class 27 contains 3569 members 
Mstep: Class 28 contains 31027 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 13030 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 10761 members 
Mstep: Class 34 contains 18336 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 451 members 
Mstep: Class 37 contains 12784 members 
Mstep: Class 38 contains 6133 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 7239 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9149 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35518 members 
Mstep: Class 46 contains 765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056352.000000 Penalty: 155103.640625
Iteration 166Q: 47 clusters Score -1.150564e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 102855 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 71514 members 
Mstep: Class 5 contains 61008 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11916 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 13672 members 
Mstep: Class 10 contains 21545 members 
Mstep: Class 11 contains 3619 members 
Mstep: Class 12 contains 96795 members 
Mstep: Class 13 contains 5961 members 
Mstep: Class 14 contains 14264 members 
Mstep: Class 15 contains 16670 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 17840 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 79663 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18681 members 
Mstep: Class 22 contains 12011 members 
Mstep: Class 23 contains 1726 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 30742 members 
Mstep: Class 27 contains 3543 members 
Mstep: Class 28 contains 31025 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 12995 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 10762 members 
Mstep: Class 34 contains 18346 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12787 members 
Mstep: Class 38 contains 6125 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 7273 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9163 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35530 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 155103.640625
Iteration 167Q: 47 clusters Score -1.150563e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 102854 members 
Mstep: Class 3 contains 7699 members 
Mstep: Class 4 contains 71519 members 
Mstep: Class 5 contains 61016 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13664 members 
Mstep: Class 10 contains 21550 members 
Mstep: Class 11 contains 3642 members 
Mstep: Class 12 contains 96789 members 
Mstep: Class 13 contains 5946 members 
Mstep: Class 14 contains 14269 members 
Mstep: Class 15 contains 16659 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 17836 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18667 members 
Mstep: Class 22 contains 12007 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 30736 members 
Mstep: Class 27 contains 3513 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 12967 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 10769 members 
Mstep: Class 34 contains 18347 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12789 members 
Mstep: Class 38 contains 6119 members 
Mstep: Class 39 contains 9806 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 7321 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9190 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35528 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056264.000000 Penalty: 155103.640625
Iteration 168Q: 47 clusters Score -1.150563e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 102852 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 71529 members 
Mstep: Class 5 contains 61025 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13658 members 
Mstep: Class 10 contains 21556 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 96784 members 
Mstep: Class 13 contains 5937 members 
Mstep: Class 14 contains 14269 members 
Mstep: Class 15 contains 16646 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 17833 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18661 members 
Mstep: Class 22 contains 12006 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30724 members 
Mstep: Class 27 contains 3497 members 
Mstep: Class 28 contains 31018 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 12948 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 10777 members 
Mstep: Class 34 contains 18349 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12790 members 
Mstep: Class 38 contains 6115 members 
Mstep: Class 39 contains 9806 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7356 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9208 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35532 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055824.000000 Penalty: 155103.640625
Iteration 169Q: 47 clusters Score -1.150558e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 102845 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 71545 members 
Mstep: Class 5 contains 61032 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11912 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13652 members 
Mstep: Class 10 contains 21561 members 
Mstep: Class 11 contains 3678 members 
Mstep: Class 12 contains 96779 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 14267 members 
Mstep: Class 15 contains 16634 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17829 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18665 members 
Mstep: Class 22 contains 12004 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30715 members 
Mstep: Class 27 contains 3478 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1485 members 
Mstep: Class 30 contains 12932 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2897 members 
Mstep: Class 33 contains 10779 members 
Mstep: Class 34 contains 18349 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12790 members 
Mstep: Class 38 contains 6110 members 
Mstep: Class 39 contains 9806 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7386 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9223 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35528 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056072.000000 Penalty: 155103.640625
Iteration 170Q: 47 clusters Score -1.150561e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 102833 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 71567 members 
Mstep: Class 5 contains 61036 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11913 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13647 members 
Mstep: Class 10 contains 21562 members 
Mstep: Class 11 contains 3699 members 
Mstep: Class 12 contains 96773 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 14268 members 
Mstep: Class 15 contains 16622 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17826 members 
Mstep: Class 18 contains 10303 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18671 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30710 members 
Mstep: Class 27 contains 3457 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 12917 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2906 members 
Mstep: Class 33 contains 10788 members 
Mstep: Class 34 contains 18348 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12795 members 
Mstep: Class 38 contains 6109 members 
Mstep: Class 39 contains 9805 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7396 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9240 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35524 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056160.000000 Penalty: 155103.640625
Iteration 171Q: 47 clusters Score -1.150562e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 102827 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 71598 members 
Mstep: Class 5 contains 61040 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11910 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13643 members 
Mstep: Class 10 contains 21566 members 
Mstep: Class 11 contains 3714 members 
Mstep: Class 12 contains 96761 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 14271 members 
Mstep: Class 15 contains 16615 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17826 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30701 members 
Mstep: Class 27 contains 3440 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 12901 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2913 members 
Mstep: Class 33 contains 10792 members 
Mstep: Class 34 contains 18342 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12797 members 
Mstep: Class 38 contains 6105 members 
Mstep: Class 39 contains 9805 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7417 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9259 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35527 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056400.000000 Penalty: 155103.640625
Iteration 172Q: 47 clusters Score -1.150564e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 102829 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 71603 members 
Mstep: Class 5 contains 61043 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13639 members 
Mstep: Class 10 contains 21569 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 96755 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 14274 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17824 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18674 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10818 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30693 members 
Mstep: Class 27 contains 3409 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 12887 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2913 members 
Mstep: Class 33 contains 10795 members 
Mstep: Class 34 contains 18347 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12797 members 
Mstep: Class 38 contains 6099 members 
Mstep: Class 39 contains 9804 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7445 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9270 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35533 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056288.000000 Penalty: 155103.640625
Iteration 173Q: 47 clusters Score -1.150563e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 102818 members 
Mstep: Class 3 contains 7696 members 
Mstep: Class 4 contains 71625 members 
Mstep: Class 5 contains 61043 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 10 contains 21567 members 
Mstep: Class 11 contains 3758 members 
Mstep: Class 12 contains 96746 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 16595 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17825 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18676 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30679 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 31027 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 12871 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2914 members 
Mstep: Class 33 contains 10804 members 
Mstep: Class 34 contains 18345 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12798 members 
Mstep: Class 38 contains 6093 members 
Mstep: Class 39 contains 9803 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7471 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9279 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35544 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056248.000000 Penalty: 155103.640625
Iteration 174Q: 47 clusters Score -1.150562e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 102810 members 
Mstep: Class 3 contains 7695 members 
Mstep: Class 4 contains 71644 members 
Mstep: Class 5 contains 61043 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13633 members 
Mstep: Class 10 contains 21568 members 
Mstep: Class 11 contains 3779 members 
Mstep: Class 12 contains 96736 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 14270 members 
Mstep: Class 15 contains 16599 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17826 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30671 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 31029 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 10807 members 
Mstep: Class 34 contains 18346 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12802 members 
Mstep: Class 38 contains 6088 members 
Mstep: Class 39 contains 9803 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7480 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9286 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35555 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056408.000000 Penalty: 155103.640625
Iteration 175Q: 47 clusters Score -1.150564e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 102803 members 
Mstep: Class 3 contains 7694 members 
Mstep: Class 4 contains 71658 members 
Mstep: Class 5 contains 61044 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11910 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13627 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 3804 members 
Mstep: Class 12 contains 96730 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 16618 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17822 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 79662 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18676 members 
Mstep: Class 22 contains 11990 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30664 members 
Mstep: Class 27 contains 3353 members 
Mstep: Class 28 contains 31029 members 
Mstep: Class 29 contains 1480 members 
Mstep: Class 30 contains 12841 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2916 members 
Mstep: Class 33 contains 10808 members 
Mstep: Class 34 contains 18347 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12802 members 
Mstep: Class 38 contains 6087 members 
Mstep: Class 39 contains 9804 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7479 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9295 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35567 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 155103.640625
Iteration 176Q: 47 clusters Score -1.150564e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 102799 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 71676 members 
Mstep: Class 5 contains 61040 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11911 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 3825 members 
Mstep: Class 12 contains 96721 members 
Mstep: Class 13 contains 5904 members 
Mstep: Class 14 contains 14273 members 
Mstep: Class 15 contains 16628 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 79665 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18673 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30652 members 
Mstep: Class 27 contains 3334 members 
Mstep: Class 28 contains 31025 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 12834 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10816 members 
Mstep: Class 34 contains 18344 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12802 members 
Mstep: Class 38 contains 6082 members 
Mstep: Class 39 contains 9803 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7504 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9298 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35573 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 155103.640625
Iteration 177Q: 47 clusters Score -1.150564e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 102788 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 71708 members 
Mstep: Class 5 contains 61044 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11910 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13618 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 96715 members 
Mstep: Class 13 contains 5901 members 
Mstep: Class 14 contains 14273 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17818 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79663 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18672 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30644 members 
Mstep: Class 27 contains 3318 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 12827 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10826 members 
Mstep: Class 34 contains 18341 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12803 members 
Mstep: Class 38 contains 6078 members 
Mstep: Class 39 contains 9802 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7507 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9305 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35572 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056368.000000 Penalty: 155103.640625
Iteration 178Q: 47 clusters Score -1.150564e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 102784 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 71732 members 
Mstep: Class 5 contains 61047 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13613 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 3863 members 
Mstep: Class 12 contains 96710 members 
Mstep: Class 13 contains 5898 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 16650 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17812 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 79663 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 22 contains 11978 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30629 members 
Mstep: Class 27 contains 3307 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 12823 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 18340 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12806 members 
Mstep: Class 38 contains 6077 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 914 members 
Mstep: Class 41 contains 7523 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9313 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35574 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056496.000000 Penalty: 155103.640625
Iteration 179Q: 47 clusters Score -1.150565e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 102781 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 71748 members 
Mstep: Class 5 contains 61051 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13616 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 3873 members 
Mstep: Class 12 contains 96709 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 14272 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 79664 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 11978 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 940 members 
Mstep: Class 26 contains 30620 members 
Mstep: Class 27 contains 3300 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 12818 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10830 members 
Mstep: Class 34 contains 18344 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 450 members 
Mstep: Class 37 contains 12807 members 
Mstep: Class 38 contains 6077 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 7529 members 
Mstep: Class 42 contains 640 members 
Mstep: Class 43 contains 9324 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35572 members 
Mstep: Class 46 contains 766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056656.000000 Penalty: 155103.640625
Iteration 180F: 47 clusters Score -1.150567e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 102766 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 71770 members 
Mstep: Class 5 contains 61053 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3029 members 
Mstep: Class 9 contains 13624 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 96708 members 
Mstep: Class 13 contains 5890 members 
Mstep: Class 14 contains 14274 members 
Mstep: Class 15 contains 16651 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18681 members 
Mstep: Class 22 contains 11979 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 941 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12814 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10834 members 
Mstep: Class 34 contains 18346 members 
Mstep: Class 35 contains 1542 members 
Mstep: Class 36 contains 418 members 
Mstep: Class 37 contains 12810 members 
Mstep: Class 38 contains 6076 members 
Mstep: Class 39 contains 9799 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 7532 members 
Mstep: Class 42 contains 642 members 
Mstep: Class 43 contains 9338 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35575 members 
Mstep: Class 46 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056896.000000 Penalty: 155103.640625
Iteration 181Q: 47 clusters Score -1.150569e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 102753 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 71780 members 
Mstep: Class 5 contains 61055 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 13615 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 3912 members 
Mstep: Class 12 contains 96705 members 
Mstep: Class 13 contains 5884 members 
Mstep: Class 14 contains 14276 members 
Mstep: Class 15 contains 16667 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 79662 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18685 members 
Mstep: Class 22 contains 11979 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 938 members 
Mstep: Class 26 contains 30603 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12805 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10833 members 
Mstep: Class 34 contains 18352 members 
Mstep: Class 35 contains 1543 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6076 members 
Mstep: Class 39 contains 9801 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7532 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9349 members 
Mstep: Class 44 contains 1200 members 
Mstep: Class 45 contains 35581 members 
Mstep: Class 46 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057080.000000 Penalty: 155103.640625
Iteration 182Q: 47 clusters Score -1.150571e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 102734 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 71794 members 
Mstep: Class 5 contains 61057 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3035 members 
Mstep: Class 9 contains 13614 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 3926 members 
Mstep: Class 12 contains 96702 members 
Mstep: Class 13 contains 5878 members 
Mstep: Class 14 contains 14278 members 
Mstep: Class 15 contains 16681 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 17819 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18684 members 
Mstep: Class 22 contains 11979 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 931 members 
Mstep: Class 26 contains 30601 members 
Mstep: Class 27 contains 3264 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12796 members 
Mstep: Class 31 contains 200 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10824 members 
Mstep: Class 34 contains 18358 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6074 members 
Mstep: Class 39 contains 9801 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7529 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9361 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35586 members 
Mstep: Class 46 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057144.000000 Penalty: 155103.640625
Iteration 183Q: 47 clusters Score -1.150571e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 102713 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 71811 members 
Mstep: Class 5 contains 61059 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11909 members 
Mstep: Class 8 contains 3040 members 
Mstep: Class 9 contains 13613 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 96698 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 14279 members 
Mstep: Class 15 contains 16687 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 18688 members 
Mstep: Class 22 contains 11977 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 30593 members 
Mstep: Class 27 contains 3266 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12788 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10822 members 
Mstep: Class 34 contains 18358 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6071 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7524 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9379 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35590 members 
Mstep: Class 46 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057232.000000 Penalty: 155103.640625
Iteration 184Q: 47 clusters Score -1.150572e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 102702 members 
Mstep: Class 3 contains 7691 members 
Mstep: Class 4 contains 71826 members 
Mstep: Class 5 contains 61054 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3040 members 
Mstep: Class 9 contains 13607 members 
Mstep: Class 10 contains 21585 members 
Mstep: Class 11 contains 3942 members 
Mstep: Class 12 contains 96697 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 14280 members 
Mstep: Class 15 contains 16685 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11987 members 
Mstep: Class 21 contains 18695 members 
Mstep: Class 22 contains 11977 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 30582 members 
Mstep: Class 27 contains 3269 members 
Mstep: Class 28 contains 31027 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12778 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10820 members 
Mstep: Class 34 contains 18364 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 397 members 
Mstep: Class 37 contains 12812 members 
Mstep: Class 38 contains 6069 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 913 members 
Mstep: Class 41 contains 7529 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9383 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35594 members 
Mstep: Class 46 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057048.000000 Penalty: 155103.640625
Iteration 185Q: 47 clusters Score -1.15057e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 102683 members 
Mstep: Class 3 contains 7689 members 
Mstep: Class 4 contains 71844 members 
Mstep: Class 5 contains 61055 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3039 members 
Mstep: Class 9 contains 13604 members 
Mstep: Class 10 contains 21588 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 96691 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 15 contains 16683 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18699 members 
Mstep: Class 22 contains 11976 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 30576 members 
Mstep: Class 27 contains 3258 members 
Mstep: Class 28 contains 31028 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12770 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 10824 members 
Mstep: Class 34 contains 18360 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6067 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 7551 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9388 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35604 members 
Mstep: Class 46 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057016.000000 Penalty: 155103.640625
Iteration 186Q: 47 clusters Score -1.15057e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 102668 members 
Mstep: Class 3 contains 7688 members 
Mstep: Class 4 contains 71860 members 
Mstep: Class 5 contains 61060 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 3039 members 
Mstep: Class 9 contains 13597 members 
Mstep: Class 10 contains 21597 members 
Mstep: Class 11 contains 3959 members 
Mstep: Class 12 contains 96686 members 
Mstep: Class 13 contains 5843 members 
Mstep: Class 14 contains 14285 members 
Mstep: Class 15 contains 16681 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 17817 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18699 members 
Mstep: Class 22 contains 11975 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 924 members 
Mstep: Class 26 contains 30571 members 
Mstep: Class 27 contains 3241 members 
Mstep: Class 28 contains 31028 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 12763 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2918 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 18361 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6064 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 7571 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9400 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35608 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057168.000000 Penalty: 155103.640625
Iteration 187Q: 47 clusters Score -1.150572e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 102657 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71861 members 
Mstep: Class 5 contains 61061 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11907 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 13592 members 
Mstep: Class 10 contains 21600 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 96684 members 
Mstep: Class 13 contains 5837 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 16675 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 17812 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79658 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18702 members 
Mstep: Class 22 contains 11975 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 922 members 
Mstep: Class 26 contains 30570 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 31031 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 12756 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 10828 members 
Mstep: Class 34 contains 18361 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6063 members 
Mstep: Class 39 contains 9800 members 
Mstep: Class 40 contains 912 members 
Mstep: Class 41 contains 7592 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9410 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35612 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057160.000000 Penalty: 155103.640625
Iteration 188Q: 47 clusters Score -1.150572e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 102637 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71850 members 
Mstep: Class 5 contains 61065 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11907 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 13585 members 
Mstep: Class 10 contains 21604 members 
Mstep: Class 11 contains 3999 members 
Mstep: Class 12 contains 96684 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 16676 members 
Mstep: Class 16 contains 956 members 
Mstep: Class 17 contains 17815 members 
Mstep: Class 18 contains 10334 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 18709 members 
Mstep: Class 22 contains 11975 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 920 members 
Mstep: Class 26 contains 30566 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 31032 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 12746 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 10830 members 
Mstep: Class 34 contains 18364 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12811 members 
Mstep: Class 38 contains 6062 members 
Mstep: Class 39 contains 9802 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 7604 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9425 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35616 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057168.000000 Penalty: 155103.640625
Iteration 189Q: 47 clusters Score -1.150572e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 102622 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71856 members 
Mstep: Class 5 contains 61069 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11905 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 13582 members 
Mstep: Class 10 contains 21607 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 96678 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 16662 members 
Mstep: Class 16 contains 958 members 
Mstep: Class 17 contains 17814 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79661 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18715 members 
Mstep: Class 22 contains 11975 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 917 members 
Mstep: Class 26 contains 30563 members 
Mstep: Class 27 contains 3184 members 
Mstep: Class 28 contains 31031 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 12737 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 10834 members 
Mstep: Class 34 contains 18368 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12812 members 
Mstep: Class 38 contains 6062 members 
Mstep: Class 39 contains 9803 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7608 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9444 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35620 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057120.000000 Penalty: 155103.640625
Iteration 190Q: 47 clusters Score -1.150571e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 102594 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71881 members 
Mstep: Class 5 contains 61075 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 13581 members 
Mstep: Class 10 contains 21618 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 96666 members 
Mstep: Class 13 contains 5824 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 16662 members 
Mstep: Class 16 contains 960 members 
Mstep: Class 17 contains 17816 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18718 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 915 members 
Mstep: Class 26 contains 30556 members 
Mstep: Class 27 contains 3167 members 
Mstep: Class 28 contains 31030 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12725 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10831 members 
Mstep: Class 34 contains 18373 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12815 members 
Mstep: Class 38 contains 6062 members 
Mstep: Class 39 contains 9804 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7614 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9456 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35624 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057280.000000 Penalty: 155103.640625
Iteration 191Q: 47 clusters Score -1.150573e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 102571 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71893 members 
Mstep: Class 5 contains 61083 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11904 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 13578 members 
Mstep: Class 10 contains 21621 members 
Mstep: Class 11 contains 4056 members 
Mstep: Class 12 contains 96660 members 
Mstep: Class 13 contains 5822 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 16668 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 10332 members 
Mstep: Class 19 contains 79655 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18720 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 913 members 
Mstep: Class 26 contains 30547 members 
Mstep: Class 27 contains 3152 members 
Mstep: Class 28 contains 31032 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12715 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10836 members 
Mstep: Class 34 contains 18376 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12818 members 
Mstep: Class 38 contains 6061 members 
Mstep: Class 39 contains 9804 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9468 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35626 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057048.000000 Penalty: 155103.640625
Iteration 192Q: 47 clusters Score -1.15057e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 102554 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61092 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11903 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 13572 members 
Mstep: Class 10 contains 21624 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 96655 members 
Mstep: Class 13 contains 5817 members 
Mstep: Class 14 contains 14291 members 
Mstep: Class 15 contains 16669 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79656 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18721 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 910 members 
Mstep: Class 26 contains 30539 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31032 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12699 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10830 members 
Mstep: Class 34 contains 18379 members 
Mstep: Class 35 contains 1547 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12821 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9806 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7619 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9481 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35636 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057008.000000 Penalty: 155103.640625
Iteration 193Q: 47 clusters Score -1.15057e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 102542 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71904 members 
Mstep: Class 5 contains 61099 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11902 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 13569 members 
Mstep: Class 10 contains 21628 members 
Mstep: Class 11 contains 4060 members 
Mstep: Class 12 contains 96645 members 
Mstep: Class 13 contains 5812 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 16680 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17820 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18730 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 30529 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31033 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12684 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10828 members 
Mstep: Class 34 contains 18383 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12821 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7623 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9493 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35644 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057056.000000 Penalty: 155103.640625
Iteration 194Q: 47 clusters Score -1.150571e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 102533 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61105 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 21629 members 
Mstep: Class 11 contains 4063 members 
Mstep: Class 12 contains 96643 members 
Mstep: Class 13 contains 5810 members 
Mstep: Class 14 contains 14293 members 
Mstep: Class 15 contains 16694 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17822 members 
Mstep: Class 18 contains 10333 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18733 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 907 members 
Mstep: Class 26 contains 30517 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31036 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12672 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10826 members 
Mstep: Class 34 contains 18390 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12825 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 9808 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7625 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9503 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35648 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056976.000000 Penalty: 155103.640625
Iteration 195Q: 47 clusters Score -1.15057e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 102522 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71905 members 
Mstep: Class 5 contains 61112 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4070 members 
Mstep: Class 12 contains 96635 members 
Mstep: Class 13 contains 5804 members 
Mstep: Class 14 contains 14295 members 
Mstep: Class 15 contains 16706 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17821 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79668 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18732 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30505 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 31038 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12661 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10827 members 
Mstep: Class 34 contains 18395 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12826 members 
Mstep: Class 38 contains 6059 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7627 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9509 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35651 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057240.000000 Penalty: 155103.640625
Iteration 196Q: 47 clusters Score -1.150572e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 102516 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71891 members 
Mstep: Class 5 contains 61115 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11900 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13570 members 
Mstep: Class 10 contains 21641 members 
Mstep: Class 11 contains 4076 members 
Mstep: Class 12 contains 96633 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14297 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17823 members 
Mstep: Class 18 contains 10329 members 
Mstep: Class 19 contains 79670 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 18746 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30490 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 31042 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12649 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10834 members 
Mstep: Class 34 contains 18398 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12826 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7623 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9524 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35654 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057216.000000 Penalty: 155103.640625
Iteration 197Q: 47 clusters Score -1.150572e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 102510 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71898 members 
Mstep: Class 5 contains 61117 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13573 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 12 contains 96631 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14296 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17824 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79670 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18754 members 
Mstep: Class 22 contains 11974 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30481 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31042 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12636 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10837 members 
Mstep: Class 34 contains 18403 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12830 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7619 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9541 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35659 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057224.000000 Penalty: 155103.640625
Iteration 198Q: 47 clusters Score -1.150572e+08 nChanged 187
Entering ConstructFrom: 
Score: -115057224.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -1198424.500000 Penalty: 2243.012207
	Iteration 0F: 2 clusters Score -1198424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1191718.500000 Penalty: 4486.024414
	Iteration 0F: 3 clusters Score -1191718 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1193845.875000 Penalty: 4486.024414
	Iteration 1F: 3 clusters Score -1193846 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1194435.000000 Penalty: 4486.024414
	Iteration 2F: 3 clusters Score -1194435 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1194975.250000 Penalty: 4486.024414
	Iteration 3F: 3 clusters Score -1194975 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1195396.750000 Penalty: 4486.024414
	Iteration 4F: 3 clusters Score -1195397 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1195705.125000 Penalty: 4486.024414
	Iteration 5F: 3 clusters Score -1195705 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1195976.125000 Penalty: 4486.024414
	Iteration 6Q: 3 clusters Score -1195976 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1196187.125000 Penalty: 4486.024414
	Iteration 7Q: 3 clusters Score -1196187 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1196382.250000 Penalty: 4486.024414
	Iteration 8Q: 3 clusters Score -1196382 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1196598.000000 Penalty: 4486.024414
	Iteration 9Q: 3 clusters Score -1196598 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1196806.000000 Penalty: 4486.024414
	Iteration 10Q: 3 clusters Score -1196806 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1197023.375000 Penalty: 4486.024414
	Iteration 11Q: 3 clusters Score -1197023 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1197272.375000 Penalty: 4486.024414
	Iteration 12Q: 3 clusters Score -1197272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1197544.500000 Penalty: 4486.024414
	Iteration 13Q: 3 clusters Score -1197544 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1197746.375000 Penalty: 4486.024414
	Iteration 14Q: 3 clusters Score -1197746 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1197884.000000 Penalty: 4486.024414
	Iteration 15Q: 3 clusters Score -1197884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1197973.250000 Penalty: 4486.024414
	Iteration 16Q: 3 clusters Score -1197973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1198018.375000 Penalty: 4486.024414
	Iteration 17Q: 3 clusters Score -1198018 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1198040.375000 Penalty: 4486.024414
	Iteration 18Q: 3 clusters Score -1198040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1198050.125000 Penalty: 4486.024414
	Iteration 19Q: 3 clusters Score -1198050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1198064.125000 Penalty: 4486.024414
	Iteration 20F: 3 clusters Score -1198064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1198072.000000 Penalty: 4486.024414
	Iteration 21Q: 3 clusters Score -1198072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1198078.500000 Penalty: 4486.024414
	Iteration 22Q: 3 clusters Score -1198078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1198081.875000 Penalty: 4486.024414
	Iteration 23Q: 3 clusters Score -1198082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1198088.500000 Penalty: 4486.024414
	Iteration 24Q: 3 clusters Score -1198088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1198091.875000 Penalty: 4486.024414
	Iteration 25Q: 3 clusters Score -1198092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1198089.125000 Penalty: 4486.024414
	Iteration 26Q: 3 clusters Score -1198089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1198091.625000 Penalty: 4486.024414
	Iteration 27Q: 3 clusters Score -1198092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1198092.625000 Penalty: 4486.024414
	Iteration 28Q: 3 clusters Score -1198093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1198092.750000 Penalty: 4486.024414
	Iteration 29Q: 3 clusters Score -1198093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1198093.500000 Penalty: 4486.024414
	Iteration 30Q: 3 clusters Score -1198094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1198094.500000 Penalty: 4486.024414
	Iteration 31Q: 3 clusters Score -1198094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1198096.375000 Penalty: 4486.024414
	Iteration 32Q: 3 clusters Score -1198096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1198098.250000 Penalty: 4486.024414
	Iteration 33Q: 3 clusters Score -1198098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1198095.625000 Penalty: 4486.024414
	Iteration 34Q: 3 clusters Score -1198096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1198098.000000 Penalty: 4486.024414
	Iteration 35Q: 3 clusters Score -1198098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1198096.625000 Penalty: 4486.024414
	Iteration 36Q: 3 clusters Score -1198097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1198096.750000 Penalty: 4486.024414
	Iteration 37Q: 3 clusters Score -1198097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1198097.000000 Penalty: 4486.024414
	Iteration 38Q: 3 clusters Score -1198097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1198096.625000 Penalty: 4486.024414
	Iteration 39Q: 3 clusters Score -1198097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1198097.375000 Penalty: 4486.024414
	Iteration 40F: 3 clusters Score -1198097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102505 members 
Entering Unmasked Estep 
Score: -15168256.000000 Penalty: 2861.341553
	Iteration 0F: 2 clusters Score -1.516826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -15099239.000000 Penalty: 5722.683105
	Iteration 0F: 3 clusters Score -1.509924e+07 nChanged 48828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -15127907.000000 Penalty: 5722.683105
	Iteration 1F: 3 clusters Score -1.512791e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -15129201.000000 Penalty: 5722.683105
	Iteration 2Q: 3 clusters Score -1.51292e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -15131286.000000 Penalty: 5722.683105
	Iteration 3Q: 3 clusters Score -1.513129e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -15133895.000000 Penalty: 5722.683105
	Iteration 4F: 3 clusters Score -1.51339e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -15137092.000000 Penalty: 5722.683105
	Iteration 5F: 3 clusters Score -1.513709e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -15140369.000000 Penalty: 5722.683105
	Iteration 6F: 3 clusters Score -1.514037e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -15143378.000000 Penalty: 5722.683105
	Iteration 7F: 3 clusters Score -1.514338e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -15146013.000000 Penalty: 5722.683105
	Iteration 8Q: 3 clusters Score -1.514601e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -15148470.000000 Penalty: 5722.683105
	Iteration 9Q: 3 clusters Score -1.514847e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -15150787.000000 Penalty: 5722.683105
	Iteration 10Q: 3 clusters Score -1.515079e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 72026 members 
Entering Unmasked Estep 
Score: -15153204.000000 Penalty: 5722.683105
	Iteration 11Q: 3 clusters Score -1.51532e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 76156 members 
Entering Unmasked Estep 
Score: -15155566.000000 Penalty: 5722.683105
	Iteration 12Q: 3 clusters Score -1.515557e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -15157704.000000 Penalty: 5722.683105
	Iteration 13Q: 3 clusters Score -1.51577e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
Score: -15159845.000000 Penalty: 5722.683105
	Iteration 14Q: 3 clusters Score -1.515984e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -15161490.000000 Penalty: 5722.683105
	Iteration 15Q: 3 clusters Score -1.516149e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -15162832.000000 Penalty: 5722.683105
	Iteration 16Q: 3 clusters Score -1.516283e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -15163771.000000 Penalty: 5722.683105
	Iteration 17Q: 3 clusters Score -1.516377e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -15164444.000000 Penalty: 5722.683105
	Iteration 18Q: 3 clusters Score -1.516444e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -15165025.000000 Penalty: 5722.683105
	Iteration 19Q: 3 clusters Score -1.516502e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -15165320.000000 Penalty: 5722.683105
	Iteration 20F: 3 clusters Score -1.516532e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -15165550.000000 Penalty: 5722.683105
	Iteration 21Q: 3 clusters Score -1.516555e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 97537 members 
Entering Unmasked Estep 
Score: -15165805.000000 Penalty: 5722.683105
	Iteration 22Q: 3 clusters Score -1.51658e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -15165950.000000 Penalty: 5722.683105
	Iteration 23Q: 3 clusters Score -1.516595e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -15166026.000000 Penalty: 5722.683105
	Iteration 24Q: 3 clusters Score -1.516603e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -15166081.000000 Penalty: 5722.683105
	Iteration 25Q: 3 clusters Score -1.516608e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -15166137.000000 Penalty: 5722.683105
	Iteration 26Q: 3 clusters Score -1.516614e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -15166172.000000 Penalty: 5722.683105
	Iteration 27Q: 3 clusters Score -1.516617e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 99054 members 
Entering Unmasked Estep 
Score: -15166232.000000 Penalty: 5722.683105
	Iteration 28Q: 3 clusters Score -1.516623e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -15166250.000000 Penalty: 5722.683105
	Iteration 29Q: 3 clusters Score -1.516625e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -15166288.000000 Penalty: 5722.683105
	Iteration 30Q: 3 clusters Score -1.516629e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -15166323.000000 Penalty: 5722.683105
	Iteration 31Q: 3 clusters Score -1.516632e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -15166331.000000 Penalty: 5722.683105
	Iteration 32Q: 3 clusters Score -1.516633e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -15166328.000000 Penalty: 5722.683105
	Iteration 33Q: 3 clusters Score -1.516633e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 99558 members 
Entering Unmasked Estep 
Score: -15166344.000000 Penalty: 5722.683105
	Iteration 34Q: 3 clusters Score -1.516634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 99592 members 
Entering Unmasked Estep 
Score: -15166346.000000 Penalty: 5722.683105
	Iteration 35Q: 3 clusters Score -1.516635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 99618 members 
Entering Unmasked Estep 
Score: -15166354.000000 Penalty: 5722.683105
	Iteration 36Q: 3 clusters Score -1.516635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 99638 members 
Entering Unmasked Estep 
Score: -15166350.000000 Penalty: 5722.683105
	Iteration 37Q: 3 clusters Score -1.516635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 99651 members 
Entering Unmasked Estep 
Score: -15166363.000000 Penalty: 5722.683105
	Iteration 38Q: 3 clusters Score -1.516636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 99664 members 
Entering Unmasked Estep 
Score: -15166365.000000 Penalty: 5722.683105
	Iteration 39Q: 3 clusters Score -1.516636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 99677 members 
Entering Unmasked Estep 
Score: -15166366.000000 Penalty: 5722.683105
	Iteration 40F: 3 clusters Score -1.516637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -15166373.000000 Penalty: 5722.683105
	Iteration 41Q: 3 clusters Score -1.516637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 99697 members 
Entering Unmasked Estep 
Score: -15166374.000000 Penalty: 5722.683105
	Iteration 42Q: 3 clusters Score -1.516637e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 99715 members 
Entering Unmasked Estep 
Score: -15166375.000000 Penalty: 5722.683105
	Iteration 43Q: 3 clusters Score -1.516638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -15166371.000000 Penalty: 5722.683105
	Iteration 44Q: 3 clusters Score -1.516637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 99741 members 
Entering Unmasked Estep 
Score: -15166371.000000 Penalty: 5722.683105
	Iteration 45Q: 3 clusters Score -1.516637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -15166379.000000 Penalty: 5722.683105
	Iteration 46Q: 3 clusters Score -1.516638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -15166365.000000 Penalty: 5722.683105
	Iteration 47Q: 3 clusters Score -1.516636e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -15166383.000000 Penalty: 5722.683105
	Iteration 48Q: 3 clusters Score -1.516638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 99773 members 
Entering Unmasked Estep 
Score: -15166377.000000 Penalty: 5722.683105
	Iteration 49Q: 3 clusters Score -1.516638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 99783 members 
Entering Unmasked Estep 
Score: -15166386.000000 Penalty: 5722.683105
	Iteration 50Q: 3 clusters Score -1.516639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -15166383.000000 Penalty: 5722.683105
	Iteration 51Q: 3 clusters Score -1.516638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -15166385.000000 Penalty: 5722.683105
	Iteration 52Q: 3 clusters Score -1.516638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -15166384.000000 Penalty: 5722.683105
	Iteration 53Q: 3 clusters Score -1.516638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -15166386.000000 Penalty: 5722.683105
	Iteration 54Q: 3 clusters Score -1.516639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 99840 members 
Entering Unmasked Estep 
Score: -15166388.000000 Penalty: 5722.683105
	Iteration 55Q: 3 clusters Score -1.516639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 99849 members 
Entering Unmasked Estep 
Score: -15166396.000000 Penalty: 5722.683105
	Iteration 56Q: 3 clusters Score -1.51664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 99855 members 
Entering Unmasked Estep 
Score: -15166397.000000 Penalty: 5722.683105
	Iteration 57Q: 3 clusters Score -1.51664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 99864 members 
Entering Unmasked Estep 
Score: -15166402.000000 Penalty: 5722.683105
	Iteration 58Q: 3 clusters Score -1.51664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 99870 members 
Entering Unmasked Estep 
Score: -15166399.000000 Penalty: 5722.683105
	Iteration 59Q: 3 clusters Score -1.51664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 99874 members 
Entering Unmasked Estep 
Score: -15166401.000000 Penalty: 5722.683105
	Iteration 60F: 3 clusters Score -1.51664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -15166404.000000 Penalty: 5722.683105
	Iteration 61Q: 3 clusters Score -1.51664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 99878 members 
Entering Unmasked Estep 
Score: -15166405.000000 Penalty: 5722.683105
	Iteration 62Q: 3 clusters Score -1.51664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -15166408.000000 Penalty: 5722.683105
	Iteration 63Q: 3 clusters Score -1.516641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 99880 members 
Entering Unmasked Estep 
Score: -15166401.000000 Penalty: 5722.683105
	Iteration 64Q: 3 clusters Score -1.51664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 99881 members 
Entering Unmasked Estep 
Score: -15166399.000000 Penalty: 5722.683105
	Iteration 65Q: 3 clusters Score -1.51664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -15166406.000000 Penalty: 5722.683105
	Iteration 66Q: 3 clusters Score -1.516641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -15166410.000000 Penalty: 5722.683105
	Iteration 67Q: 3 clusters Score -1.516641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -15166403.000000 Penalty: 5722.683105
	Iteration 68Q: 3 clusters Score -1.51664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -15166408.000000 Penalty: 5722.683105
	Iteration 69Q: 3 clusters Score -1.516641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 99898 members 
Entering Unmasked Estep 
Score: -15166398.000000 Penalty: 5722.683105
	Iteration 70Q: 3 clusters Score -1.51664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -15166386.000000 Penalty: 5722.683105
	Iteration 71Q: 3 clusters Score -1.516639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -15166394.000000 Penalty: 5722.683105
	Iteration 72Q: 3 clusters Score -1.516639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 99914 members 
Entering Unmasked Estep 
Score: -15166393.000000 Penalty: 5722.683105
	Iteration 73Q: 3 clusters Score -1.516639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -15166394.000000 Penalty: 5722.683105
	Iteration 74Q: 3 clusters Score -1.516639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 99919 members 
Entering Unmasked Estep 
Score: -15166390.000000 Penalty: 5722.683105
	Iteration 75Q: 3 clusters Score -1.516639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 99920 members 
Entering Unmasked Estep 
Score: -15166389.000000 Penalty: 5722.683105
	Iteration 76Q: 3 clusters Score -1.516639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 99922 members 
Entering Unmasked Estep 
Score: -15166397.000000 Penalty: 5722.683105
	Iteration 77Q: 3 clusters Score -1.51664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 99924 members 
Entering Unmasked Estep 
Score: -15166401.000000 Penalty: 5722.683105
	Iteration 78Q: 3 clusters Score -1.51664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -15166398.000000 Penalty: 5722.683105
	Iteration 79Q: 3 clusters Score -1.51664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 99930 members 
Entering Unmasked Estep 
Score: -15166395.000000 Penalty: 5722.683105
	Iteration 80F: 3 clusters Score -1.51664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 99933 members 
Entering Unmasked Estep 
Score: -15166392.000000 Penalty: 5722.683105
	Iteration 81Q: 3 clusters Score -1.516639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 99936 members 
Entering Unmasked Estep 
Score: -15166388.000000 Penalty: 5722.683105
	Iteration 82Q: 3 clusters Score -1.516639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -15166382.000000 Penalty: 5722.683105
	Iteration 83Q: 3 clusters Score -1.516638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -15166388.000000 Penalty: 5722.683105
	Iteration 84Q: 3 clusters Score -1.516639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 99940 members 
Entering Unmasked Estep 
Score: -15166385.000000 Penalty: 5722.683105
	Iteration 85Q: 3 clusters Score -1.516638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 99941 members 
Entering Unmasked Estep 
Score: -15166385.000000 Penalty: 5722.683105
	Iteration 86Q: 3 clusters Score -1.516638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -15166387.000000 Penalty: 5722.683105
	Iteration 87Q: 3 clusters Score -1.516639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -15166389.000000 Penalty: 5722.683105
	Iteration 88Q: 3 clusters Score -1.516639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -15166389.000000 Penalty: 5722.683105
	Iteration 89F: 3 clusters Score -1.516639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Entering Unmasked Estep 
Score: -1105186.625000 Penalty: 2218.894775
	Iteration 0F: 2 clusters Score -1105187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1099061.875000 Penalty: 4437.789551
	Iteration 0F: 3 clusters Score -1099062 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1100995.000000 Penalty: 4437.789551
	Iteration 1F: 3 clusters Score -1100995 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1101475.375000 Penalty: 4437.789551
	Iteration 2F: 3 clusters Score -1101475 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1101879.250000 Penalty: 4437.789551
	Iteration 3F: 3 clusters Score -1101879 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1102156.500000 Penalty: 4437.789551
	Iteration 4F: 3 clusters Score -1102156 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1102326.375000 Penalty: 4437.789551
	Iteration 5Q: 3 clusters Score -1102326 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1102458.875000 Penalty: 4437.789551
	Iteration 6Q: 3 clusters Score -1102459 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1102623.625000 Penalty: 4437.789551
	Iteration 7Q: 3 clusters Score -1102624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1102805.000000 Penalty: 4437.789551
	Iteration 8Q: 3 clusters Score -1102805 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1103028.750000 Penalty: 4437.789551
	Iteration 9Q: 3 clusters Score -1103029 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1103301.250000 Penalty: 4437.789551
	Iteration 10Q: 3 clusters Score -1103301 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1103595.625000 Penalty: 4437.789551
	Iteration 11Q: 3 clusters Score -1103596 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1103789.875000 Penalty: 4437.789551
	Iteration 12Q: 3 clusters Score -1103790 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1103924.625000 Penalty: 4437.789551
	Iteration 13Q: 3 clusters Score -1103925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1104024.625000 Penalty: 4437.789551
	Iteration 14Q: 3 clusters Score -1104025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1104085.125000 Penalty: 4437.789551
	Iteration 15Q: 3 clusters Score -1104085 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1104148.125000 Penalty: 4437.789551
	Iteration 16Q: 3 clusters Score -1104148 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1104198.250000 Penalty: 4437.789551
	Iteration 17Q: 3 clusters Score -1104198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1104224.125000 Penalty: 4437.789551
	Iteration 18Q: 3 clusters Score -1104224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1104247.625000 Penalty: 4437.789551
	Iteration 19Q: 3 clusters Score -1104248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1104275.250000 Penalty: 4437.789551
	Iteration 20F: 3 clusters Score -1104275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1104290.625000 Penalty: 4437.789551
	Iteration 21Q: 3 clusters Score -1104291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1104308.500000 Penalty: 4437.789551
	Iteration 22Q: 3 clusters Score -1104308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1104323.875000 Penalty: 4437.789551
	Iteration 23Q: 3 clusters Score -1104324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1104340.125000 Penalty: 4437.789551
	Iteration 24Q: 3 clusters Score -1104340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1104360.500000 Penalty: 4437.789551
	Iteration 25Q: 3 clusters Score -1104360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1104383.750000 Penalty: 4437.789551
	Iteration 26Q: 3 clusters Score -1104384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1104413.750000 Penalty: 4437.789551
	Iteration 27Q: 3 clusters Score -1104414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1104453.375000 Penalty: 4437.789551
	Iteration 28Q: 3 clusters Score -1104453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1104525.500000 Penalty: 4437.789551
	Iteration 29Q: 3 clusters Score -1104526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1104632.750000 Penalty: 4437.789551
	Iteration 30Q: 3 clusters Score -1104633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1104773.875000 Penalty: 4437.789551
	Iteration 31Q: 3 clusters Score -1104774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1104931.375000 Penalty: 4437.789551
	Iteration 32Q: 3 clusters Score -1104931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1105110.875000 Penalty: 4437.789551
	Iteration 33Q: 3 clusters Score -1105111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1105286.250000 Penalty: 4437.789551
	Iteration 34Q: 3 clusters Score -1105286 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1105371.125000 Penalty: 4437.789551
	Iteration 35Q: 3 clusters Score -1105371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1105418.875000 Penalty: 4437.789551
	Iteration 36Q: 3 clusters Score -1105419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1105438.875000 Penalty: 4437.789551
	Iteration 37Q: 3 clusters Score -1105439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1105450.875000 Penalty: 4437.789551
	Iteration 38Q: 3 clusters Score -1105451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1105458.000000 Penalty: 4437.789551
	Iteration 39Q: 3 clusters Score -1105458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1105463.750000 Penalty: 4437.789551
	Iteration 40F: 3 clusters Score -1105464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1105468.250000 Penalty: 4437.789551
	Iteration 41Q: 3 clusters Score -1105468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1105472.625000 Penalty: 4437.789551
	Iteration 42Q: 3 clusters Score -1105473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1105472.000000 Penalty: 4437.789551
	Iteration 43Q: 3 clusters Score -1105472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1105475.250000 Penalty: 4437.789551
	Iteration 44Q: 3 clusters Score -1105475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1105478.250000 Penalty: 4437.789551
	Iteration 45Q: 3 clusters Score -1105478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1105477.000000 Penalty: 4437.789551
	Iteration 46Q: 3 clusters Score -1105477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1105477.000000 Penalty: 4437.789551
	Iteration 47F: 3 clusters Score -1105477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61116 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 96629 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 17823 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 31044 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12623 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10842 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12833 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9553 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35666 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 4864 members 
Entering Unmasked Estep 
Score: -115055912.000000 Penalty: 158475.468750
Splitting cluster 3 changes total score from -115057224.000000 to -115055912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (71907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Entering Unmasked Estep 
Score: -10099866.000000 Penalty: 2773.416016
	Iteration 0F: 2 clusters Score -1.009987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -10051512.000000 Penalty: 5546.832031
	Iteration 0F: 3 clusters Score -1.005151e+07 nChanged 33781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -10071646.000000 Penalty: 5546.832031
	Iteration 1F: 3 clusters Score -1.007165e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -10073277.000000 Penalty: 5546.832031
	Iteration 2Q: 3 clusters Score -1.007328e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -10075106.000000 Penalty: 5546.832031
	Iteration 3F: 3 clusters Score -1.007511e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -10076867.000000 Penalty: 5546.832031
	Iteration 4F: 3 clusters Score -1.007687e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -10078539.000000 Penalty: 5546.832031
	Iteration 5F: 3 clusters Score -1.007854e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -10080270.000000 Penalty: 5546.832031
	Iteration 6F: 3 clusters Score -1.008027e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -10081975.000000 Penalty: 5546.832031
	Iteration 7Q: 3 clusters Score -1.008198e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -10083821.000000 Penalty: 5546.832031
	Iteration 8Q: 3 clusters Score -1.008382e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -10085835.000000 Penalty: 5546.832031
	Iteration 9Q: 3 clusters Score -1.008584e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -10088139.000000 Penalty: 5546.832031
	Iteration 10F: 3 clusters Score -1.008814e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -10090796.000000 Penalty: 5546.832031
	Iteration 11F: 3 clusters Score -1.00908e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63501 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -10093420.000000 Penalty: 5546.832031
	Iteration 12Q: 3 clusters Score -1.009342e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -10095465.000000 Penalty: 5546.832031
	Iteration 13Q: 3 clusters Score -1.009546e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68047 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -10096818.000000 Penalty: 5546.832031
	Iteration 14Q: 3 clusters Score -1.009682e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10097675.000000 Penalty: 5546.832031
	Iteration 15Q: 3 clusters Score -1.009768e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10098140.000000 Penalty: 5546.832031
	Iteration 16Q: 3 clusters Score -1.009814e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70046 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10098459.000000 Penalty: 5546.832031
	Iteration 17Q: 3 clusters Score -1.009846e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10098637.000000 Penalty: 5546.832031
	Iteration 18Q: 3 clusters Score -1.009864e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10098739.000000 Penalty: 5546.832031
	Iteration 19Q: 3 clusters Score -1.009874e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10098833.000000 Penalty: 5546.832031
	Iteration 20F: 3 clusters Score -1.009883e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10098888.000000 Penalty: 5546.832031
	Iteration 21Q: 3 clusters Score -1.009889e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70458 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10098965.000000 Penalty: 5546.832031
	Iteration 22Q: 3 clusters Score -1.009896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10099058.000000 Penalty: 5546.832031
	Iteration 23Q: 3 clusters Score -1.009906e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -10099109.000000 Penalty: 5546.832031
	Iteration 24Q: 3 clusters Score -1.009911e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10099136.000000 Penalty: 5546.832031
	Iteration 25Q: 3 clusters Score -1.009914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10099172.000000 Penalty: 5546.832031
	Iteration 26Q: 3 clusters Score -1.009917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10099185.000000 Penalty: 5546.832031
	Iteration 27Q: 3 clusters Score -1.009918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10099206.000000 Penalty: 5546.832031
	Iteration 28Q: 3 clusters Score -1.009921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10099216.000000 Penalty: 5546.832031
	Iteration 29Q: 3 clusters Score -1.009922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10099214.000000 Penalty: 5546.832031
	Iteration 30Q: 3 clusters Score -1.009921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10099222.000000 Penalty: 5546.832031
	Iteration 31Q: 3 clusters Score -1.009922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10099226.000000 Penalty: 5546.832031
	Iteration 32Q: 3 clusters Score -1.009923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10099222.000000 Penalty: 5546.832031
	Iteration 33Q: 3 clusters Score -1.009922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10099226.000000 Penalty: 5546.832031
	Iteration 34Q: 3 clusters Score -1.009923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10099226.000000 Penalty: 5546.832031
	Iteration 35Q: 3 clusters Score -1.009923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10099227.000000 Penalty: 5546.832031
	Iteration 36Q: 3 clusters Score -1.009923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10099228.000000 Penalty: 5546.832031
	Iteration 37Q: 3 clusters Score -1.009923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10099228.000000 Penalty: 5546.832031
	Iteration 38F: 3 clusters Score -1.009923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Entering Unmasked Estep 
Score: -9169450.000000 Penalty: 2733.091064
	Iteration 0F: 2 clusters Score -9169450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -9128689.000000 Penalty: 5466.182129
	Iteration 0F: 3 clusters Score -9128689 nChanged 28341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -9144808.000000 Penalty: 5466.182129
	Iteration 1F: 3 clusters Score -9144808 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -9146127.000000 Penalty: 5466.182129
	Iteration 2Q: 3 clusters Score -9146127 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -9147997.000000 Penalty: 5466.182129
	Iteration 3F: 3 clusters Score -9147997 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -9150269.000000 Penalty: 5466.182129
	Iteration 4F: 3 clusters Score -9150269 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9152890.000000 Penalty: 5466.182129
	Iteration 5F: 3 clusters Score -9152890 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -9155655.000000 Penalty: 5466.182129
	Iteration 6F: 3 clusters Score -9155655 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -9158222.000000 Penalty: 5466.182129
	Iteration 7F: 3 clusters Score -9158222 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -9159934.000000 Penalty: 5466.182129
	Iteration 8F: 3 clusters Score -9159934 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -9160838.000000 Penalty: 5466.182129
	Iteration 9Q: 3 clusters Score -9160838 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -9161407.000000 Penalty: 5466.182129
	Iteration 10Q: 3 clusters Score -9161407 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -9161770.000000 Penalty: 5466.182129
	Iteration 11Q: 3 clusters Score -9161770 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -9162009.000000 Penalty: 5466.182129
	Iteration 12Q: 3 clusters Score -9162009 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -9162220.000000 Penalty: 5466.182129
	Iteration 13Q: 3 clusters Score -9162220 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -9162427.000000 Penalty: 5466.182129
	Iteration 14Q: 3 clusters Score -9162427 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -9162562.000000 Penalty: 5466.182129
	Iteration 15Q: 3 clusters Score -9162562 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -9162665.000000 Penalty: 5466.182129
	Iteration 16Q: 3 clusters Score -9162665 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -9162741.000000 Penalty: 5466.182129
	Iteration 17Q: 3 clusters Score -9162741 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -9162843.000000 Penalty: 5466.182129
	Iteration 18Q: 3 clusters Score -9162843 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -9162915.000000 Penalty: 5466.182129
	Iteration 19Q: 3 clusters Score -9162915 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9162962.000000 Penalty: 5466.182129
	Iteration 20F: 3 clusters Score -9162962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -9163013.000000 Penalty: 5466.182129
	Iteration 21Q: 3 clusters Score -9163013 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9163023.000000 Penalty: 5466.182129
	Iteration 22Q: 3 clusters Score -9163023 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -9163050.000000 Penalty: 5466.182129
	Iteration 23Q: 3 clusters Score -9163050 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -9163093.000000 Penalty: 5466.182129
	Iteration 24Q: 3 clusters Score -9163093 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -9163103.000000 Penalty: 5466.182129
	Iteration 25Q: 3 clusters Score -9163103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -9163142.000000 Penalty: 5466.182129
	Iteration 26Q: 3 clusters Score -9163142 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -9163174.000000 Penalty: 5466.182129
	Iteration 27Q: 3 clusters Score -9163174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -9163189.000000 Penalty: 5466.182129
	Iteration 28Q: 3 clusters Score -9163189 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -9163204.000000 Penalty: 5466.182129
	Iteration 29Q: 3 clusters Score -9163204 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -9163206.000000 Penalty: 5466.182129
	Iteration 30Q: 3 clusters Score -9163206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -9163237.000000 Penalty: 5466.182129
	Iteration 31Q: 3 clusters Score -9163237 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -9163275.000000 Penalty: 5466.182129
	Iteration 32Q: 3 clusters Score -9163275 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -9163327.000000 Penalty: 5466.182129
	Iteration 33Q: 3 clusters Score -9163327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -9163336.000000 Penalty: 5466.182129
	Iteration 34Q: 3 clusters Score -9163336 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -9163365.000000 Penalty: 5466.182129
	Iteration 35Q: 3 clusters Score -9163365 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -9163428.000000 Penalty: 5466.182129
	Iteration 36Q: 3 clusters Score -9163428 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -9163479.000000 Penalty: 5466.182129
	Iteration 37Q: 3 clusters Score -9163479 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -9163495.000000 Penalty: 5466.182129
	Iteration 38Q: 3 clusters Score -9163495 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -9163521.000000 Penalty: 5466.182129
	Iteration 39Q: 3 clusters Score -9163521 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -9163553.000000 Penalty: 5466.182129
	Iteration 40F: 3 clusters Score -9163553 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9163603.000000 Penalty: 5466.182129
	Iteration 41Q: 3 clusters Score -9163603 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -9163652.000000 Penalty: 5466.182129
	Iteration 42Q: 3 clusters Score -9163652 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -9163680.000000 Penalty: 5466.182129
	Iteration 43Q: 3 clusters Score -9163680 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -9163735.000000 Penalty: 5466.182129
	Iteration 44Q: 3 clusters Score -9163735 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9163808.000000 Penalty: 5466.182129
	Iteration 45Q: 3 clusters Score -9163808 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -9163851.000000 Penalty: 5466.182129
	Iteration 46Q: 3 clusters Score -9163851 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -9163964.000000 Penalty: 5466.182129
	Iteration 47Q: 3 clusters Score -9163964 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -9164031.000000 Penalty: 5466.182129
	Iteration 48Q: 3 clusters Score -9164031 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -9164133.000000 Penalty: 5466.182129
	Iteration 49Q: 3 clusters Score -9164133 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -9164162.000000 Penalty: 5466.182129
	Iteration 50Q: 3 clusters Score -9164162 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -9164257.000000 Penalty: 5466.182129
	Iteration 51Q: 3 clusters Score -9164257 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -9164378.000000 Penalty: 5466.182129
	Iteration 52Q: 3 clusters Score -9164378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -9164493.000000 Penalty: 5466.182129
	Iteration 53Q: 3 clusters Score -9164493 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -9164582.000000 Penalty: 5466.182129
	Iteration 54Q: 3 clusters Score -9164582 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9164659.000000 Penalty: 5466.182129
	Iteration 55Q: 3 clusters Score -9164659 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9164759.000000 Penalty: 5466.182129
	Iteration 56Q: 3 clusters Score -9164759 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -9164885.000000 Penalty: 5466.182129
	Iteration 57Q: 3 clusters Score -9164885 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -9164969.000000 Penalty: 5466.182129
	Iteration 58Q: 3 clusters Score -9164969 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -9165104.000000 Penalty: 5466.182129
	Iteration 59Q: 3 clusters Score -9165104 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -9165209.000000 Penalty: 5466.182129
	Iteration 60F: 3 clusters Score -9165209 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -9165309.000000 Penalty: 5466.182129
	Iteration 61Q: 3 clusters Score -9165309 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -9165424.000000 Penalty: 5466.182129
	Iteration 62Q: 3 clusters Score -9165424 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -9165517.000000 Penalty: 5466.182129
	Iteration 63Q: 3 clusters Score -9165517 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -9165610.000000 Penalty: 5466.182129
	Iteration 64Q: 3 clusters Score -9165610 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -9165743.000000 Penalty: 5466.182129
	Iteration 65Q: 3 clusters Score -9165743 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -9165882.000000 Penalty: 5466.182129
	Iteration 66Q: 3 clusters Score -9165882 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9166013.000000 Penalty: 5466.182129
	Iteration 67Q: 3 clusters Score -9166013 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -9166066.000000 Penalty: 5466.182129
	Iteration 68Q: 3 clusters Score -9166066 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -9166162.000000 Penalty: 5466.182129
	Iteration 69Q: 3 clusters Score -9166162 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -9166263.000000 Penalty: 5466.182129
	Iteration 70Q: 3 clusters Score -9166263 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -9166342.000000 Penalty: 5466.182129
	Iteration 71Q: 3 clusters Score -9166342 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
Score: -9166394.000000 Penalty: 5466.182129
	Iteration 72Q: 3 clusters Score -9166394 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9166473.000000 Penalty: 5466.182129
	Iteration 73Q: 3 clusters Score -9166473 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 51023 members 
Entering Unmasked Estep 
Score: -9166534.000000 Penalty: 5466.182129
	Iteration 74Q: 3 clusters Score -9166534 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -9166586.000000 Penalty: 5466.182129
	Iteration 75Q: 3 clusters Score -9166586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -9166609.000000 Penalty: 5466.182129
	Iteration 76Q: 3 clusters Score -9166609 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -9166657.000000 Penalty: 5466.182129
	Iteration 77Q: 3 clusters Score -9166657 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -9166663.000000 Penalty: 5466.182129
	Iteration 78Q: 3 clusters Score -9166663 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -9166691.000000 Penalty: 5466.182129
	Iteration 79Q: 3 clusters Score -9166691 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -9166691.000000 Penalty: 5466.182129
	Iteration 80F: 3 clusters Score -9166691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -9166710.000000 Penalty: 5466.182129
	Iteration 81Q: 3 clusters Score -9166710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -9166714.000000 Penalty: 5466.182129
	Iteration 82Q: 3 clusters Score -9166714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -9166761.000000 Penalty: 5466.182129
	Iteration 83Q: 3 clusters Score -9166761 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -9166769.000000 Penalty: 5466.182129
	Iteration 84Q: 3 clusters Score -9166769 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9166772.000000 Penalty: 5466.182129
	Iteration 85Q: 3 clusters Score -9166772 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -9166790.000000 Penalty: 5466.182129
	Iteration 86Q: 3 clusters Score -9166790 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -9166817.000000 Penalty: 5466.182129
	Iteration 87Q: 3 clusters Score -9166817 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -9166830.000000 Penalty: 5466.182129
	Iteration 88Q: 3 clusters Score -9166830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -9166843.000000 Penalty: 5466.182129
	Iteration 89Q: 3 clusters Score -9166843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -9166870.000000 Penalty: 5466.182129
	Iteration 90Q: 3 clusters Score -9166870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 53707 members 
Entering Unmasked Estep 
Score: -9166905.000000 Penalty: 5466.182129
	Iteration 91Q: 3 clusters Score -9166905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
Score: -9166917.000000 Penalty: 5466.182129
	Iteration 92Q: 3 clusters Score -9166917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -9166909.000000 Penalty: 5466.182129
	Iteration 93Q: 3 clusters Score -9166909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -9166913.000000 Penalty: 5466.182129
	Iteration 94Q: 3 clusters Score -9166913 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -9166918.000000 Penalty: 5466.182129
	Iteration 95Q: 3 clusters Score -9166918 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -9166938.000000 Penalty: 5466.182129
	Iteration 96Q: 3 clusters Score -9166938 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -9166969.000000 Penalty: 5466.182129
	Iteration 97Q: 3 clusters Score -9166969 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -9166951.000000 Penalty: 5466.182129
	Iteration 98Q: 3 clusters Score -9166951 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -9166958.000000 Penalty: 5466.182129
	Iteration 99Q: 3 clusters Score -9166958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -9166997.000000 Penalty: 5466.182129
	Iteration 100F: 3 clusters Score -9166997 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -9166997.000000 Penalty: 5466.182129
	Iteration 101Q: 3 clusters Score -9166997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -9166991.000000 Penalty: 5466.182129
	Iteration 102Q: 3 clusters Score -9166991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -9166981.000000 Penalty: 5466.182129
	Iteration 103Q: 3 clusters Score -9166981 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 54929 members 
Entering Unmasked Estep 
Score: -9166992.000000 Penalty: 5466.182129
	Iteration 104Q: 3 clusters Score -9166992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -9167031.000000 Penalty: 5466.182129
	Iteration 105Q: 3 clusters Score -9167031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -9167032.000000 Penalty: 5466.182129
	Iteration 106Q: 3 clusters Score -9167032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -9167034.000000 Penalty: 5466.182129
	Iteration 107Q: 3 clusters Score -9167034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -9167039.000000 Penalty: 5466.182129
	Iteration 108Q: 3 clusters Score -9167039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -9167056.000000 Penalty: 5466.182129
	Iteration 109Q: 3 clusters Score -9167056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -9167078.000000 Penalty: 5466.182129
	Iteration 110Q: 3 clusters Score -9167078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
Score: -9167092.000000 Penalty: 5466.182129
	Iteration 111Q: 3 clusters Score -9167092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -9167094.000000 Penalty: 5466.182129
	Iteration 112Q: 3 clusters Score -9167094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -9167112.000000 Penalty: 5466.182129
	Iteration 113Q: 3 clusters Score -9167112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -9167121.000000 Penalty: 5466.182129
	Iteration 114Q: 3 clusters Score -9167121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -9167115.000000 Penalty: 5466.182129
	Iteration 115Q: 3 clusters Score -9167115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -9167143.000000 Penalty: 5466.182129
	Iteration 116Q: 3 clusters Score -9167143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -9167159.000000 Penalty: 5466.182129
	Iteration 117Q: 3 clusters Score -9167159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -9167154.000000 Penalty: 5466.182129
	Iteration 118Q: 3 clusters Score -9167154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -9167159.000000 Penalty: 5466.182129
	Iteration 119Q: 3 clusters Score -9167159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -9167160.000000 Penalty: 5466.182129
	Iteration 120F: 3 clusters Score -9167160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -9167166.000000 Penalty: 5466.182129
	Iteration 121Q: 3 clusters Score -9167166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -9167171.000000 Penalty: 5466.182129
	Iteration 122Q: 3 clusters Score -9167171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -9167173.000000 Penalty: 5466.182129
	Iteration 123Q: 3 clusters Score -9167173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -9167172.000000 Penalty: 5466.182129
	Iteration 124Q: 3 clusters Score -9167172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -9167165.000000 Penalty: 5466.182129
	Iteration 125Q: 3 clusters Score -9167165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -9167166.000000 Penalty: 5466.182129
	Iteration 126Q: 3 clusters Score -9167166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -9167161.000000 Penalty: 5466.182129
	Iteration 127Q: 3 clusters Score -9167161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -9167179.000000 Penalty: 5466.182129
	Iteration 128Q: 3 clusters Score -9167179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -9167172.000000 Penalty: 5466.182129
	Iteration 129Q: 3 clusters Score -9167172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -9167168.000000 Penalty: 5466.182129
	Iteration 130Q: 3 clusters Score -9167168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -9167169.000000 Penalty: 5466.182129
	Iteration 131Q: 3 clusters Score -9167169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 55933 members 
Entering Unmasked Estep 
Score: -9167171.000000 Penalty: 5466.182129
	Iteration 132Q: 3 clusters Score -9167171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -9167169.000000 Penalty: 5466.182129
	Iteration 133Q: 3 clusters Score -9167169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -9167169.000000 Penalty: 5466.182129
	Iteration 134Q: 3 clusters Score -9167169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -9167169.000000 Penalty: 5466.182129
	Iteration 135Q: 3 clusters Score -9167169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -9167167.000000 Penalty: 5466.182129
	Iteration 136Q: 3 clusters Score -9167167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -9167166.000000 Penalty: 5466.182129
	Iteration 137Q: 3 clusters Score -9167166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -9167166.000000 Penalty: 5466.182129
	Iteration 138Q: 3 clusters Score -9167166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -9167171.000000 Penalty: 5466.182129
	Iteration 139Q: 3 clusters Score -9167171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -9167175.000000 Penalty: 5466.182129
	Iteration 140F: 3 clusters Score -9167175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -9167179.000000 Penalty: 5466.182129
	Iteration 141Q: 3 clusters Score -9167179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -9167165.000000 Penalty: 5466.182129
	Iteration 142Q: 3 clusters Score -9167165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -9167170.000000 Penalty: 5466.182129
	Iteration 143Q: 3 clusters Score -9167170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 55978 members 
Entering Unmasked Estep 
Score: -9167174.000000 Penalty: 5466.182129
	Iteration 144Q: 3 clusters Score -9167174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -9167174.000000 Penalty: 5466.182129
	Iteration 145Q: 3 clusters Score -9167174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -9167165.000000 Penalty: 5466.182129
	Iteration 146Q: 3 clusters Score -9167165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -9167164.000000 Penalty: 5466.182129
	Iteration 147Q: 3 clusters Score -9167164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -9167166.000000 Penalty: 5466.182129
	Iteration 148Q: 3 clusters Score -9167166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -9167165.000000 Penalty: 5466.182129
	Iteration 149Q: 3 clusters Score -9167165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -9167165.000000 Penalty: 5466.182129
	Iteration 150Q: 3 clusters Score -9167165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -9167167.000000 Penalty: 5466.182129
	Iteration 151Q: 3 clusters Score -9167167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -9167167.000000 Penalty: 5466.182129
	Iteration 152F: 3 clusters Score -9167167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28138.451172 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28138.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28243.113281 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28243.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28282.599609 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28282.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28302.738281 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28302.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28315.453125 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28315.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28320.304688 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28339.349609 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28339.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28357.433594 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -28357.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28374.044922 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -28374.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28395.861328 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -28395.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28412.796875 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -28412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28415.150391 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -28415.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28416.058594 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -28416.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28416.058594 Penalty: 2734.660645
	Iteration 13F: 3 clusters Score -28416.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Entering Unmasked Estep 
Score: -1764076.625000 Penalty: 2327.200439
	Iteration 0F: 2 clusters Score -1764077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1755225.125000 Penalty: 4654.400879
	Iteration 0F: 3 clusters Score -1755225 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1758048.000000 Penalty: 4654.400879
	Iteration 1F: 3 clusters Score -1758048 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1758556.375000 Penalty: 4654.400879
	Iteration 2F: 3 clusters Score -1758556 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1758971.000000 Penalty: 4654.400879
	Iteration 3F: 3 clusters Score -1758971 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1759313.375000 Penalty: 4654.400879
	Iteration 4F: 3 clusters Score -1759313 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1759637.625000 Penalty: 4654.400879
	Iteration 5Q: 3 clusters Score -1759638 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1759909.750000 Penalty: 4654.400879
	Iteration 6Q: 3 clusters Score -1759910 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1760177.625000 Penalty: 4654.400879
	Iteration 7Q: 3 clusters Score -1760178 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1760465.750000 Penalty: 4654.400879
	Iteration 8Q: 3 clusters Score -1760466 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1760736.250000 Penalty: 4654.400879
	Iteration 9Q: 3 clusters Score -1760736 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1761002.500000 Penalty: 4654.400879
	Iteration 10Q: 3 clusters Score -1761002 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1761266.500000 Penalty: 4654.400879
	Iteration 11Q: 3 clusters Score -1761266 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1761520.500000 Penalty: 4654.400879
	Iteration 12Q: 3 clusters Score -1761520 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1761722.250000 Penalty: 4654.400879
	Iteration 13Q: 3 clusters Score -1761722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1761876.250000 Penalty: 4654.400879
	Iteration 14Q: 3 clusters Score -1761876 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1762002.750000 Penalty: 4654.400879
	Iteration 15Q: 3 clusters Score -1762003 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1762098.250000 Penalty: 4654.400879
	Iteration 16Q: 3 clusters Score -1762098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1762170.250000 Penalty: 4654.400879
	Iteration 17Q: 3 clusters Score -1762170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1762229.125000 Penalty: 4654.400879
	Iteration 18Q: 3 clusters Score -1762229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1762290.875000 Penalty: 4654.400879
	Iteration 19Q: 3 clusters Score -1762291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1762329.000000 Penalty: 4654.400879
	Iteration 20F: 3 clusters Score -1762329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1762350.250000 Penalty: 4654.400879
	Iteration 21Q: 3 clusters Score -1762350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1762376.500000 Penalty: 4654.400879
	Iteration 22Q: 3 clusters Score -1762376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1762394.375000 Penalty: 4654.400879
	Iteration 23Q: 3 clusters Score -1762394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1762403.125000 Penalty: 4654.400879
	Iteration 24Q: 3 clusters Score -1762403 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1762419.000000 Penalty: 4654.400879
	Iteration 25Q: 3 clusters Score -1762419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1762432.125000 Penalty: 4654.400879
	Iteration 26Q: 3 clusters Score -1762432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1762443.000000 Penalty: 4654.400879
	Iteration 27Q: 3 clusters Score -1762443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1762451.125000 Penalty: 4654.400879
	Iteration 28Q: 3 clusters Score -1762451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1762459.125000 Penalty: 4654.400879
	Iteration 29Q: 3 clusters Score -1762459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1762474.500000 Penalty: 4654.400879
	Iteration 30Q: 3 clusters Score -1762474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1762478.750000 Penalty: 4654.400879
	Iteration 31Q: 3 clusters Score -1762479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1762490.000000 Penalty: 4654.400879
	Iteration 32Q: 3 clusters Score -1762490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1762494.500000 Penalty: 4654.400879
	Iteration 33Q: 3 clusters Score -1762494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1762499.750000 Penalty: 4654.400879
	Iteration 34Q: 3 clusters Score -1762500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1762507.500000 Penalty: 4654.400879
	Iteration 35Q: 3 clusters Score -1762508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1762515.750000 Penalty: 4654.400879
	Iteration 36Q: 3 clusters Score -1762516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1762526.125000 Penalty: 4654.400879
	Iteration 37Q: 3 clusters Score -1762526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1762534.375000 Penalty: 4654.400879
	Iteration 38Q: 3 clusters Score -1762534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1762536.875000 Penalty: 4654.400879
	Iteration 39Q: 3 clusters Score -1762537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1762539.000000 Penalty: 4654.400879
	Iteration 40F: 3 clusters Score -1762539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1762540.875000 Penalty: 4654.400879
	Iteration 41Q: 3 clusters Score -1762541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1762546.625000 Penalty: 4654.400879
	Iteration 42Q: 3 clusters Score -1762547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1762542.750000 Penalty: 4654.400879
	Iteration 43Q: 3 clusters Score -1762543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1762545.000000 Penalty: 4654.400879
	Iteration 44Q: 3 clusters Score -1762545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1762553.125000 Penalty: 4654.400879
	Iteration 45Q: 3 clusters Score -1762553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1762554.875000 Penalty: 4654.400879
	Iteration 46Q: 3 clusters Score -1762555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1762557.875000 Penalty: 4654.400879
	Iteration 47Q: 3 clusters Score -1762558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1762562.125000 Penalty: 4654.400879
	Iteration 48Q: 3 clusters Score -1762562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1762561.500000 Penalty: 4654.400879
	Iteration 49Q: 3 clusters Score -1762562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1762569.375000 Penalty: 4654.400879
	Iteration 50Q: 3 clusters Score -1762569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1762571.125000 Penalty: 4654.400879
	Iteration 51Q: 3 clusters Score -1762571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1762569.750000 Penalty: 4654.400879
	Iteration 52Q: 3 clusters Score -1762570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1762576.875000 Penalty: 4654.400879
	Iteration 53Q: 3 clusters Score -1762577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1762586.625000 Penalty: 4654.400879
	Iteration 54Q: 3 clusters Score -1762587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1762596.000000 Penalty: 4654.400879
	Iteration 55Q: 3 clusters Score -1762596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1762598.000000 Penalty: 4654.400879
	Iteration 56Q: 3 clusters Score -1762598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1762604.125000 Penalty: 4654.400879
	Iteration 57Q: 3 clusters Score -1762604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1762606.000000 Penalty: 4654.400879
	Iteration 58Q: 3 clusters Score -1762606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1762608.000000 Penalty: 4654.400879
	Iteration 59Q: 3 clusters Score -1762608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1762617.500000 Penalty: 4654.400879
	Iteration 60F: 3 clusters Score -1762618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1762627.125000 Penalty: 4654.400879
	Iteration 61Q: 3 clusters Score -1762627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1762638.375000 Penalty: 4654.400879
	Iteration 62Q: 3 clusters Score -1762638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1762647.500000 Penalty: 4654.400879
	Iteration 63Q: 3 clusters Score -1762648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1762666.125000 Penalty: 4654.400879
	Iteration 64Q: 3 clusters Score -1762666 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1762692.000000 Penalty: 4654.400879
	Iteration 65Q: 3 clusters Score -1762692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1762710.500000 Penalty: 4654.400879
	Iteration 66Q: 3 clusters Score -1762710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1762732.625000 Penalty: 4654.400879
	Iteration 67Q: 3 clusters Score -1762733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1762773.500000 Penalty: 4654.400879
	Iteration 68Q: 3 clusters Score -1762774 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1762808.375000 Penalty: 4654.400879
	Iteration 69Q: 3 clusters Score -1762808 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1762846.000000 Penalty: 4654.400879
	Iteration 70Q: 3 clusters Score -1762846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1762891.750000 Penalty: 4654.400879
	Iteration 71Q: 3 clusters Score -1762892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1762951.375000 Penalty: 4654.400879
	Iteration 72Q: 3 clusters Score -1762951 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1763036.250000 Penalty: 4654.400879
	Iteration 73Q: 3 clusters Score -1763036 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1763112.125000 Penalty: 4654.400879
	Iteration 74Q: 3 clusters Score -1763112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1763182.250000 Penalty: 4654.400879
	Iteration 75Q: 3 clusters Score -1763182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1763238.500000 Penalty: 4654.400879
	Iteration 76Q: 3 clusters Score -1763238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1763292.125000 Penalty: 4654.400879
	Iteration 77Q: 3 clusters Score -1763292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1763351.500000 Penalty: 4654.400879
	Iteration 78Q: 3 clusters Score -1763352 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1763397.125000 Penalty: 4654.400879
	Iteration 79Q: 3 clusters Score -1763397 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1763433.750000 Penalty: 4654.400879
	Iteration 80F: 3 clusters Score -1763434 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1763452.375000 Penalty: 4654.400879
	Iteration 81Q: 3 clusters Score -1763452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1763462.750000 Penalty: 4654.400879
	Iteration 82Q: 3 clusters Score -1763463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1763476.000000 Penalty: 4654.400879
	Iteration 83Q: 3 clusters Score -1763476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1763482.375000 Penalty: 4654.400879
	Iteration 84Q: 3 clusters Score -1763482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1763493.875000 Penalty: 4654.400879
	Iteration 85Q: 3 clusters Score -1763494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1763502.000000 Penalty: 4654.400879
	Iteration 86Q: 3 clusters Score -1763502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1763503.250000 Penalty: 4654.400879
	Iteration 87Q: 3 clusters Score -1763503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1763517.500000 Penalty: 4654.400879
	Iteration 88Q: 3 clusters Score -1763518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1763523.500000 Penalty: 4654.400879
	Iteration 89Q: 3 clusters Score -1763524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1763526.625000 Penalty: 4654.400879
	Iteration 90Q: 3 clusters Score -1763527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1763529.000000 Penalty: 4654.400879
	Iteration 91Q: 3 clusters Score -1763529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1763534.125000 Penalty: 4654.400879
	Iteration 92Q: 3 clusters Score -1763534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1763536.000000 Penalty: 4654.400879
	Iteration 93Q: 3 clusters Score -1763536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1763535.625000 Penalty: 4654.400879
	Iteration 94Q: 3 clusters Score -1763536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1763536.750000 Penalty: 4654.400879
	Iteration 95Q: 3 clusters Score -1763537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1763535.750000 Penalty: 4654.400879
	Iteration 96Q: 3 clusters Score -1763536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1763538.250000 Penalty: 4654.400879
	Iteration 97Q: 3 clusters Score -1763538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1763538.250000 Penalty: 4654.400879
	Iteration 98Q: 3 clusters Score -1763538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1763538.250000 Penalty: 4654.400879
	Iteration 99F: 3 clusters Score -1763538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -420911.468750 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -420911.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -417628.718750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -417628.7 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -418442.437500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -418442.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -418729.593750 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -418729.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -419031.781250 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -419031.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -419387.250000 Penalty: 3980.331787
	Iteration 4F: 3 clusters Score -419387.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -419785.937500 Penalty: 3980.331787
	Iteration 5F: 3 clusters Score -419785.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -420079.187500 Penalty: 3980.331787
	Iteration 6F: 3 clusters Score -420079.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -420216.281250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -420216.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -420302.468750 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -420302.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -420375.906250 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -420375.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -420468.281250 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -420468.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -420555.343750 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -420555.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -420625.843750 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -420625.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -420648.062500 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -420648.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -420657.812500 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -420657.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -420666.531250 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -420666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -420668.468750 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -420668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -420668.468750 Penalty: 3980.331787
	Iteration 17F: 3 clusters Score -420668.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -1975586.625000 Penalty: 2359.982666
	Iteration 0F: 2 clusters Score -1975587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1965713.375000 Penalty: 4719.965332
	Iteration 0F: 3 clusters Score -1965713 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1969001.375000 Penalty: 4719.965332
	Iteration 1F: 3 clusters Score -1969001 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1969536.375000 Penalty: 4719.965332
	Iteration 2F: 3 clusters Score -1969536 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1970073.625000 Penalty: 4719.965332
	Iteration 3F: 3 clusters Score -1970074 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1970594.625000 Penalty: 4719.965332
	Iteration 4F: 3 clusters Score -1970595 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1971074.250000 Penalty: 4719.965332
	Iteration 5F: 3 clusters Score -1971074 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1971463.125000 Penalty: 4719.965332
	Iteration 6F: 3 clusters Score -1971463 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1971751.750000 Penalty: 4719.965332
	Iteration 7Q: 3 clusters Score -1971752 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1972011.500000 Penalty: 4719.965332
	Iteration 8Q: 3 clusters Score -1972012 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1972212.375000 Penalty: 4719.965332
	Iteration 9Q: 3 clusters Score -1972212 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1972393.500000 Penalty: 4719.965332
	Iteration 10Q: 3 clusters Score -1972394 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1972614.375000 Penalty: 4719.965332
	Iteration 11Q: 3 clusters Score -1972614 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1972887.750000 Penalty: 4719.965332
	Iteration 12Q: 3 clusters Score -1972888 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1973161.375000 Penalty: 4719.965332
	Iteration 13Q: 3 clusters Score -1973161 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1973371.000000 Penalty: 4719.965332
	Iteration 14Q: 3 clusters Score -1973371 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1973520.375000 Penalty: 4719.965332
	Iteration 15Q: 3 clusters Score -1973520 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1973650.750000 Penalty: 4719.965332
	Iteration 16Q: 3 clusters Score -1973651 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1973771.875000 Penalty: 4719.965332
	Iteration 17Q: 3 clusters Score -1973772 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1973869.375000 Penalty: 4719.965332
	Iteration 18Q: 3 clusters Score -1973869 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1973969.250000 Penalty: 4719.965332
	Iteration 19Q: 3 clusters Score -1973969 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1974056.000000 Penalty: 4719.965332
	Iteration 20F: 3 clusters Score -1974056 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1974122.625000 Penalty: 4719.965332
	Iteration 21Q: 3 clusters Score -1974123 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1974180.250000 Penalty: 4719.965332
	Iteration 22Q: 3 clusters Score -1974180 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1974259.125000 Penalty: 4719.965332
	Iteration 23Q: 3 clusters Score -1974259 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1974350.250000 Penalty: 4719.965332
	Iteration 24Q: 3 clusters Score -1974350 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1974447.375000 Penalty: 4719.965332
	Iteration 25Q: 3 clusters Score -1974447 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1974535.500000 Penalty: 4719.965332
	Iteration 26Q: 3 clusters Score -1974536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1974593.750000 Penalty: 4719.965332
	Iteration 27Q: 3 clusters Score -1974594 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1974640.750000 Penalty: 4719.965332
	Iteration 28Q: 3 clusters Score -1974641 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1974672.000000 Penalty: 4719.965332
	Iteration 29Q: 3 clusters Score -1974672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1974695.375000 Penalty: 4719.965332
	Iteration 30Q: 3 clusters Score -1974695 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1974712.875000 Penalty: 4719.965332
	Iteration 31Q: 3 clusters Score -1974713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1974717.125000 Penalty: 4719.965332
	Iteration 32Q: 3 clusters Score -1974717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1974724.500000 Penalty: 4719.965332
	Iteration 33Q: 3 clusters Score -1974724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1974735.000000 Penalty: 4719.965332
	Iteration 34Q: 3 clusters Score -1974735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1974735.000000 Penalty: 4719.965332
	Iteration 35Q: 3 clusters Score -1974735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1974736.750000 Penalty: 4719.965332
	Iteration 36Q: 3 clusters Score -1974737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1974735.875000 Penalty: 4719.965332
	Iteration 37Q: 3 clusters Score -1974736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1974735.125000 Penalty: 4719.965332
	Iteration 38Q: 3 clusters Score -1974735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1974735.875000 Penalty: 4719.965332
	Iteration 39Q: 3 clusters Score -1974736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1974737.875000 Penalty: 4719.965332
	Iteration 40F: 3 clusters Score -1974738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Entering Unmasked Estep 
Score: -3190697.750000 Penalty: 2475.610107
	Iteration 0F: 2 clusters Score -3190698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3175502.750000 Penalty: 4951.220215
	Iteration 0F: 3 clusters Score -3175503 nChanged 9671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3180685.250000 Penalty: 4951.220215
	Iteration 1F: 3 clusters Score -3180685 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3181121.500000 Penalty: 4951.220215
	Iteration 2F: 3 clusters Score -3181122 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -3181475.750000 Penalty: 4951.220215
	Iteration 3Q: 3 clusters Score -3181476 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3181841.250000 Penalty: 4951.220215
	Iteration 4Q: 3 clusters Score -3181841 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3182215.750000 Penalty: 4951.220215
	Iteration 5Q: 3 clusters Score -3182216 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3182670.750000 Penalty: 4951.220215
	Iteration 6Q: 3 clusters Score -3182671 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -3183333.500000 Penalty: 4951.220215
	Iteration 7Q: 3 clusters Score -3183334 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3184191.250000 Penalty: 4951.220215
	Iteration 8F: 3 clusters Score -3184191 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3185110.250000 Penalty: 4951.220215
	Iteration 9F: 3 clusters Score -3185110 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3185949.500000 Penalty: 4951.220215
	Iteration 10F: 3 clusters Score -3185950 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3186670.750000 Penalty: 4951.220215
	Iteration 11Q: 3 clusters Score -3186671 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3187272.750000 Penalty: 4951.220215
	Iteration 12Q: 3 clusters Score -3187273 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -3187723.000000 Penalty: 4951.220215
	Iteration 13Q: 3 clusters Score -3187723 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3187992.500000 Penalty: 4951.220215
	Iteration 14Q: 3 clusters Score -3187992 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3188186.250000 Penalty: 4951.220215
	Iteration 15Q: 3 clusters Score -3188186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3188293.250000 Penalty: 4951.220215
	Iteration 16Q: 3 clusters Score -3188293 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3188384.750000 Penalty: 4951.220215
	Iteration 17Q: 3 clusters Score -3188385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -3188460.500000 Penalty: 4951.220215
	Iteration 18Q: 3 clusters Score -3188460 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -3188511.250000 Penalty: 4951.220215
	Iteration 19Q: 3 clusters Score -3188511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3188546.750000 Penalty: 4951.220215
	Iteration 20F: 3 clusters Score -3188547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3188572.500000 Penalty: 4951.220215
	Iteration 21Q: 3 clusters Score -3188572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -3188600.000000 Penalty: 4951.220215
	Iteration 22Q: 3 clusters Score -3188600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3188622.250000 Penalty: 4951.220215
	Iteration 23Q: 3 clusters Score -3188622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3188642.000000 Penalty: 4951.220215
	Iteration 24Q: 3 clusters Score -3188642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3188650.750000 Penalty: 4951.220215
	Iteration 25Q: 3 clusters Score -3188651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3188680.500000 Penalty: 4951.220215
	Iteration 26Q: 3 clusters Score -3188680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3188689.000000 Penalty: 4951.220215
	Iteration 27Q: 3 clusters Score -3188689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3188695.500000 Penalty: 4951.220215
	Iteration 28Q: 3 clusters Score -3188696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3188699.250000 Penalty: 4951.220215
	Iteration 29Q: 3 clusters Score -3188699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3188699.250000 Penalty: 4951.220215
	Iteration 30F: 3 clusters Score -3188699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -506519.375000 Penalty: 2062.381836
	Iteration 0F: 2 clusters Score -506519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -502630.468750 Penalty: 4124.763672
	Iteration 0F: 3 clusters Score -502630.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -503857.687500 Penalty: 4124.763672
	Iteration 1F: 3 clusters Score -503857.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -504331.406250 Penalty: 4124.763672
	Iteration 2F: 3 clusters Score -504331.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -504766.343750 Penalty: 4124.763672
	Iteration 3F: 3 clusters Score -504766.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -505082.375000 Penalty: 4124.763672
	Iteration 4F: 3 clusters Score -505082.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -505301.375000 Penalty: 4124.763672
	Iteration 5F: 3 clusters Score -505301.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -505435.000000 Penalty: 4124.763672
	Iteration 6Q: 3 clusters Score -505435 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -505525.812500 Penalty: 4124.763672
	Iteration 7Q: 3 clusters Score -505525.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -505579.875000 Penalty: 4124.763672
	Iteration 8Q: 3 clusters Score -505579.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -505614.625000 Penalty: 4124.763672
	Iteration 9Q: 3 clusters Score -505614.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -505642.062500 Penalty: 4124.763672
	Iteration 10Q: 3 clusters Score -505642.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -505672.156250 Penalty: 4124.763672
	Iteration 11Q: 3 clusters Score -505672.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -505697.312500 Penalty: 4124.763672
	Iteration 12Q: 3 clusters Score -505697.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -505713.343750 Penalty: 4124.763672
	Iteration 13Q: 3 clusters Score -505713.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -505725.343750 Penalty: 4124.763672
	Iteration 14Q: 3 clusters Score -505725.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -505737.718750 Penalty: 4124.763672
	Iteration 15Q: 3 clusters Score -505737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -505750.406250 Penalty: 4124.763672
	Iteration 16Q: 3 clusters Score -505750.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -505762.687500 Penalty: 4124.763672
	Iteration 17Q: 3 clusters Score -505762.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -505768.656250 Penalty: 4124.763672
	Iteration 18Q: 3 clusters Score -505768.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -505774.031250 Penalty: 4124.763672
	Iteration 19Q: 3 clusters Score -505774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -505785.000000 Penalty: 4124.763672
	Iteration 20F: 3 clusters Score -505785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -505803.375000 Penalty: 4124.763672
	Iteration 21Q: 3 clusters Score -505803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -505819.500000 Penalty: 4124.763672
	Iteration 22Q: 3 clusters Score -505819.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -505831.812500 Penalty: 4124.763672
	Iteration 23Q: 3 clusters Score -505831.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -505842.125000 Penalty: 4124.763672
	Iteration 24Q: 3 clusters Score -505842.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -505859.125000 Penalty: 4124.763672
	Iteration 25Q: 3 clusters Score -505859.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -505874.250000 Penalty: 4124.763672
	Iteration 26Q: 3 clusters Score -505874.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -505882.750000 Penalty: 4124.763672
	Iteration 27Q: 3 clusters Score -505882.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -505894.937500 Penalty: 4124.763672
	Iteration 28Q: 3 clusters Score -505894.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -505903.468750 Penalty: 4124.763672
	Iteration 29Q: 3 clusters Score -505903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -505915.406250 Penalty: 4124.763672
	Iteration 30Q: 3 clusters Score -505915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -505924.468750 Penalty: 4124.763672
	Iteration 31Q: 3 clusters Score -505924.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -505938.406250 Penalty: 4124.763672
	Iteration 32Q: 3 clusters Score -505938.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -505963.968750 Penalty: 4124.763672
	Iteration 33Q: 3 clusters Score -505964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -505980.625000 Penalty: 4124.763672
	Iteration 34Q: 3 clusters Score -505980.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -505991.687500 Penalty: 4124.763672
	Iteration 35Q: 3 clusters Score -505991.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -506000.187500 Penalty: 4124.763672
	Iteration 36Q: 3 clusters Score -506000.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -506009.218750 Penalty: 4124.763672
	Iteration 37Q: 3 clusters Score -506009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -506016.687500 Penalty: 4124.763672
	Iteration 38Q: 3 clusters Score -506016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -506029.375000 Penalty: 4124.763672
	Iteration 39Q: 3 clusters Score -506029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -506047.000000 Penalty: 4124.763672
	Iteration 40F: 3 clusters Score -506047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -506059.531250 Penalty: 4124.763672
	Iteration 41Q: 3 clusters Score -506059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -506067.531250 Penalty: 4124.763672
	Iteration 42Q: 3 clusters Score -506067.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -506074.937500 Penalty: 4124.763672
	Iteration 43Q: 3 clusters Score -506074.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -506081.687500 Penalty: 4124.763672
	Iteration 44Q: 3 clusters Score -506081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -506086.843750 Penalty: 4124.763672
	Iteration 45Q: 3 clusters Score -506086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -506093.000000 Penalty: 4124.763672
	Iteration 46Q: 3 clusters Score -506093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -506098.937500 Penalty: 4124.763672
	Iteration 47Q: 3 clusters Score -506098.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -506106.437500 Penalty: 4124.763672
	Iteration 48Q: 3 clusters Score -506106.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -506114.687500 Penalty: 4124.763672
	Iteration 49Q: 3 clusters Score -506114.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -506121.562500 Penalty: 4124.763672
	Iteration 50Q: 3 clusters Score -506121.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -506127.687500 Penalty: 4124.763672
	Iteration 51Q: 3 clusters Score -506127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -506133.062500 Penalty: 4124.763672
	Iteration 52Q: 3 clusters Score -506133.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -506138.687500 Penalty: 4124.763672
	Iteration 53Q: 3 clusters Score -506138.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -506139.562500 Penalty: 4124.763672
	Iteration 54Q: 3 clusters Score -506139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -506143.937500 Penalty: 4124.763672
	Iteration 55Q: 3 clusters Score -506143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -506144.281250 Penalty: 4124.763672
	Iteration 56Q: 3 clusters Score -506144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -506145.656250 Penalty: 4124.763672
	Iteration 57Q: 3 clusters Score -506145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -506145.125000 Penalty: 4124.763672
	Iteration 58Q: 3 clusters Score -506145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -506145.125000 Penalty: 4124.763672
	Iteration 59F: 3 clusters Score -506145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Entering Unmasked Estep 
Score: -14522647.000000 Penalty: 2846.701172
	Iteration 0F: 2 clusters Score -1.452265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -14458151.000000 Penalty: 5693.402344
	Iteration 0F: 3 clusters Score -1.445815e+07 nChanged 45667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 50339 members 
Entering Unmasked Estep 
Score: -14484429.000000 Penalty: 5693.402344
	Iteration 1F: 3 clusters Score -1.448443e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -14485144.000000 Penalty: 5693.402344
	Iteration 2Q: 3 clusters Score -1.448514e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -14486131.000000 Penalty: 5693.402344
	Iteration 3Q: 3 clusters Score -1.448613e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -14487716.000000 Penalty: 5693.402344
	Iteration 4Q: 3 clusters Score -1.448772e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -14490235.000000 Penalty: 5693.402344
	Iteration 5F: 3 clusters Score -1.449024e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -14494232.000000 Penalty: 5693.402344
	Iteration 6F: 3 clusters Score -1.449423e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -14500298.000000 Penalty: 5693.402344
	Iteration 7F: 3 clusters Score -1.45003e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -14507734.000000 Penalty: 5693.402344
	Iteration 8F: 3 clusters Score -1.450773e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -14514278.000000 Penalty: 5693.402344
	Iteration 9F: 3 clusters Score -1.451428e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -14517830.000000 Penalty: 5693.402344
	Iteration 10Q: 3 clusters Score -1.451783e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -14519274.000000 Penalty: 5693.402344
	Iteration 11Q: 3 clusters Score -1.451927e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -14519807.000000 Penalty: 5693.402344
	Iteration 12Q: 3 clusters Score -1.451981e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -14520055.000000 Penalty: 5693.402344
	Iteration 13Q: 3 clusters Score -1.452006e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -14520130.000000 Penalty: 5693.402344
	Iteration 14Q: 3 clusters Score -1.452013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -14520143.000000 Penalty: 5693.402344
	Iteration 15Q: 3 clusters Score -1.452014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 96327 members 
Entering Unmasked Estep 
Score: -14520167.000000 Penalty: 5693.402344
	Iteration 16Q: 3 clusters Score -1.452017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -14520175.000000 Penalty: 5693.402344
	Iteration 17Q: 3 clusters Score -1.452018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -14520189.000000 Penalty: 5693.402344
	Iteration 18Q: 3 clusters Score -1.452019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96338 members 
Entering Unmasked Estep 
Score: -14520200.000000 Penalty: 5693.402344
	Iteration 19Q: 3 clusters Score -1.45202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -14520203.000000 Penalty: 5693.402344
	Iteration 20F: 3 clusters Score -1.45202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -14520204.000000 Penalty: 5693.402344
	Iteration 21Q: 3 clusters Score -1.45202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -14520206.000000 Penalty: 5693.402344
	Iteration 22Q: 3 clusters Score -1.452021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -14520206.000000 Penalty: 5693.402344
	Iteration 23F: 3 clusters Score -1.452021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Entering Unmasked Estep 
Score: -835882.750000 Penalty: 2149.072021
	Iteration 0F: 2 clusters Score -835882.8 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 2906 members 
Entering Unmasked Estep 
Score: -830894.375000 Penalty: 4298.144043
	Iteration 0F: 3 clusters Score -830894.4 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -832179.875000 Penalty: 4298.144043
	Iteration 1F: 3 clusters Score -832179.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -832464.875000 Penalty: 4298.144043
	Iteration 2F: 3 clusters Score -832464.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -832686.500000 Penalty: 4298.144043
	Iteration 3F: 3 clusters Score -832686.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -832921.937500 Penalty: 4298.144043
	Iteration 4Q: 3 clusters Score -832921.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -833151.875000 Penalty: 4298.144043
	Iteration 5F: 3 clusters Score -833151.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -833401.125000 Penalty: 4298.144043
	Iteration 6Q: 3 clusters Score -833401.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -833654.937500 Penalty: 4298.144043
	Iteration 7F: 3 clusters Score -833654.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -833858.187500 Penalty: 4298.144043
	Iteration 8Q: 3 clusters Score -833858.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -834010.562500 Penalty: 4298.144043
	Iteration 9Q: 3 clusters Score -834010.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -834153.625000 Penalty: 4298.144043
	Iteration 10Q: 3 clusters Score -834153.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -834294.562500 Penalty: 4298.144043
	Iteration 11Q: 3 clusters Score -834294.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -834396.312500 Penalty: 4298.144043
	Iteration 12Q: 3 clusters Score -834396.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -834490.562500 Penalty: 4298.144043
	Iteration 13Q: 3 clusters Score -834490.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -834571.187500 Penalty: 4298.144043
	Iteration 14Q: 3 clusters Score -834571.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -834643.625000 Penalty: 4298.144043
	Iteration 15Q: 3 clusters Score -834643.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -834699.937500 Penalty: 4298.144043
	Iteration 16Q: 3 clusters Score -834699.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -834762.937500 Penalty: 4298.144043
	Iteration 17Q: 3 clusters Score -834762.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -834826.750000 Penalty: 4298.144043
	Iteration 18Q: 3 clusters Score -834826.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -834885.562500 Penalty: 4298.144043
	Iteration 19Q: 3 clusters Score -834885.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -834953.437500 Penalty: 4298.144043
	Iteration 20F: 3 clusters Score -834953.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -835029.812500 Penalty: 4298.144043
	Iteration 21Q: 3 clusters Score -835029.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -835103.187500 Penalty: 4298.144043
	Iteration 22Q: 3 clusters Score -835103.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -835142.187500 Penalty: 4298.144043
	Iteration 23Q: 3 clusters Score -835142.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -835167.812500 Penalty: 4298.144043
	Iteration 24Q: 3 clusters Score -835167.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -835190.687500 Penalty: 4298.144043
	Iteration 25Q: 3 clusters Score -835190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -835205.062500 Penalty: 4298.144043
	Iteration 26Q: 3 clusters Score -835205.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -835211.187500 Penalty: 4298.144043
	Iteration 27Q: 3 clusters Score -835211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -835213.125000 Penalty: 4298.144043
	Iteration 28Q: 3 clusters Score -835213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -835216.250000 Penalty: 4298.144043
	Iteration 29Q: 3 clusters Score -835216.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -835220.187500 Penalty: 4298.144043
	Iteration 30Q: 3 clusters Score -835220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -835222.937500 Penalty: 4298.144043
	Iteration 31Q: 3 clusters Score -835222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -835223.312500 Penalty: 4298.144043
	Iteration 32Q: 3 clusters Score -835223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -835224.125000 Penalty: 4298.144043
	Iteration 33Q: 3 clusters Score -835224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -835224.125000 Penalty: 4298.144043
	Iteration 34F: 3 clusters Score -835224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Entering Unmasked Estep 
Score: -2114571.000000 Penalty: 2372.850342
	Iteration 0F: 2 clusters Score -2114571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2104170.500000 Penalty: 4745.700684
	Iteration 0F: 3 clusters Score -2104170 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2107477.250000 Penalty: 4745.700684
	Iteration 1F: 3 clusters Score -2107477 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2108105.000000 Penalty: 4745.700684
	Iteration 2F: 3 clusters Score -2108105 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2108804.750000 Penalty: 4745.700684
	Iteration 3F: 3 clusters Score -2108805 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2109531.250000 Penalty: 4745.700684
	Iteration 4F: 3 clusters Score -2109531 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2110224.750000 Penalty: 4745.700684
	Iteration 5F: 3 clusters Score -2110225 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2110795.500000 Penalty: 4745.700684
	Iteration 6F: 3 clusters Score -2110796 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2111250.000000 Penalty: 4745.700684
	Iteration 7Q: 3 clusters Score -2111250 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2111594.000000 Penalty: 4745.700684
	Iteration 8Q: 3 clusters Score -2111594 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2111850.250000 Penalty: 4745.700684
	Iteration 9Q: 3 clusters Score -2111850 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2112064.500000 Penalty: 4745.700684
	Iteration 10Q: 3 clusters Score -2112064 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2112232.500000 Penalty: 4745.700684
	Iteration 11Q: 3 clusters Score -2112232 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2112349.750000 Penalty: 4745.700684
	Iteration 12Q: 3 clusters Score -2112350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2112438.750000 Penalty: 4745.700684
	Iteration 13Q: 3 clusters Score -2112439 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2112514.500000 Penalty: 4745.700684
	Iteration 14Q: 3 clusters Score -2112514 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2112608.000000 Penalty: 4745.700684
	Iteration 15Q: 3 clusters Score -2112608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2112704.000000 Penalty: 4745.700684
	Iteration 16Q: 3 clusters Score -2112704 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2112820.500000 Penalty: 4745.700684
	Iteration 17Q: 3 clusters Score -2112820 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2112987.000000 Penalty: 4745.700684
	Iteration 18Q: 3 clusters Score -2112987 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2113141.000000 Penalty: 4745.700684
	Iteration 19Q: 3 clusters Score -2113141 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2113280.000000 Penalty: 4745.700684
	Iteration 20F: 3 clusters Score -2113280 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2113384.750000 Penalty: 4745.700684
	Iteration 21Q: 3 clusters Score -2113385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2113451.750000 Penalty: 4745.700684
	Iteration 22Q: 3 clusters Score -2113452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2113508.000000 Penalty: 4745.700684
	Iteration 23Q: 3 clusters Score -2113508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2113539.250000 Penalty: 4745.700684
	Iteration 24Q: 3 clusters Score -2113539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2113568.000000 Penalty: 4745.700684
	Iteration 25Q: 3 clusters Score -2113568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2113576.250000 Penalty: 4745.700684
	Iteration 26Q: 3 clusters Score -2113576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2113588.750000 Penalty: 4745.700684
	Iteration 27Q: 3 clusters Score -2113589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2113596.250000 Penalty: 4745.700684
	Iteration 28Q: 3 clusters Score -2113596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2113595.750000 Penalty: 4745.700684
	Iteration 29Q: 3 clusters Score -2113596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2113596.500000 Penalty: 4745.700684
	Iteration 30Q: 3 clusters Score -2113596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2113598.000000 Penalty: 4745.700684
	Iteration 31Q: 3 clusters Score -2113598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2113598.250000 Penalty: 4745.700684
	Iteration 32Q: 3 clusters Score -2113598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2113598.250000 Penalty: 4745.700684
	Iteration 33F: 3 clusters Score -2113598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Entering Unmasked Estep 
Score: -2301320.000000 Penalty: 2411.774902
	Iteration 0F: 2 clusters Score -2301320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2289407.000000 Penalty: 4823.549805
	Iteration 0F: 3 clusters Score -2289407 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2293424.250000 Penalty: 4823.549805
	Iteration 1F: 3 clusters Score -2293424 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2294095.250000 Penalty: 4823.549805
	Iteration 2F: 3 clusters Score -2294095 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2294846.250000 Penalty: 4823.549805
	Iteration 3F: 3 clusters Score -2294846 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2295620.750000 Penalty: 4823.549805
	Iteration 4F: 3 clusters Score -2295621 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2296328.500000 Penalty: 4823.549805
	Iteration 5F: 3 clusters Score -2296328 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2296922.750000 Penalty: 4823.549805
	Iteration 6F: 3 clusters Score -2296923 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2297481.500000 Penalty: 4823.549805
	Iteration 7F: 3 clusters Score -2297482 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2297954.500000 Penalty: 4823.549805
	Iteration 8Q: 3 clusters Score -2297954 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2298383.750000 Penalty: 4823.549805
	Iteration 9Q: 3 clusters Score -2298384 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2298757.750000 Penalty: 4823.549805
	Iteration 10Q: 3 clusters Score -2298758 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2299028.500000 Penalty: 4823.549805
	Iteration 11Q: 3 clusters Score -2299028 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2299267.750000 Penalty: 4823.549805
	Iteration 12Q: 3 clusters Score -2299268 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2299474.500000 Penalty: 4823.549805
	Iteration 13Q: 3 clusters Score -2299474 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2299617.500000 Penalty: 4823.549805
	Iteration 14Q: 3 clusters Score -2299618 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2299723.000000 Penalty: 4823.549805
	Iteration 15Q: 3 clusters Score -2299723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2299818.750000 Penalty: 4823.549805
	Iteration 16Q: 3 clusters Score -2299819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -2299889.750000 Penalty: 4823.549805
	Iteration 17Q: 3 clusters Score -2299890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2299967.750000 Penalty: 4823.549805
	Iteration 18Q: 3 clusters Score -2299968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2300024.750000 Penalty: 4823.549805
	Iteration 19Q: 3 clusters Score -2300025 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2300060.250000 Penalty: 4823.549805
	Iteration 20F: 3 clusters Score -2300060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2300091.750000 Penalty: 4823.549805
	Iteration 21Q: 3 clusters Score -2300092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2300113.250000 Penalty: 4823.549805
	Iteration 22Q: 3 clusters Score -2300113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2300134.500000 Penalty: 4823.549805
	Iteration 23Q: 3 clusters Score -2300134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2300148.250000 Penalty: 4823.549805
	Iteration 24Q: 3 clusters Score -2300148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2300158.250000 Penalty: 4823.549805
	Iteration 25Q: 3 clusters Score -2300158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2300176.500000 Penalty: 4823.549805
	Iteration 26Q: 3 clusters Score -2300176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2300188.250000 Penalty: 4823.549805
	Iteration 27Q: 3 clusters Score -2300188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2300195.750000 Penalty: 4823.549805
	Iteration 28Q: 3 clusters Score -2300196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2300196.500000 Penalty: 4823.549805
	Iteration 29Q: 3 clusters Score -2300196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2300200.500000 Penalty: 4823.549805
	Iteration 30Q: 3 clusters Score -2300200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2300218.250000 Penalty: 4823.549805
	Iteration 31Q: 3 clusters Score -2300218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2300228.250000 Penalty: 4823.549805
	Iteration 32Q: 3 clusters Score -2300228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2300236.500000 Penalty: 4823.549805
	Iteration 33Q: 3 clusters Score -2300236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2300247.500000 Penalty: 4823.549805
	Iteration 34Q: 3 clusters Score -2300248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2300257.500000 Penalty: 4823.549805
	Iteration 35Q: 3 clusters Score -2300258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2300267.250000 Penalty: 4823.549805
	Iteration 36Q: 3 clusters Score -2300267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2300282.250000 Penalty: 4823.549805
	Iteration 37Q: 3 clusters Score -2300282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2300289.750000 Penalty: 4823.549805
	Iteration 38Q: 3 clusters Score -2300290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2300295.250000 Penalty: 4823.549805
	Iteration 39Q: 3 clusters Score -2300295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2300299.000000 Penalty: 4823.549805
	Iteration 40F: 3 clusters Score -2300299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2300302.250000 Penalty: 4823.549805
	Iteration 41Q: 3 clusters Score -2300302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2300303.250000 Penalty: 4823.549805
	Iteration 42Q: 3 clusters Score -2300303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2300307.000000 Penalty: 4823.549805
	Iteration 43Q: 3 clusters Score -2300307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2300307.500000 Penalty: 4823.549805
	Iteration 44Q: 3 clusters Score -2300308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2300315.000000 Penalty: 4823.549805
	Iteration 45Q: 3 clusters Score -2300315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2300317.750000 Penalty: 4823.549805
	Iteration 46Q: 3 clusters Score -2300318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2300321.750000 Penalty: 4823.549805
	Iteration 47Q: 3 clusters Score -2300322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2300318.500000 Penalty: 4823.549805
	Iteration 48Q: 3 clusters Score -2300318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2300319.750000 Penalty: 4823.549805
	Iteration 49Q: 3 clusters Score -2300320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2300319.750000 Penalty: 4823.549805
	Iteration 50F: 3 clusters Score -2300320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -131405.625000 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -131405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -129523.687500 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -129523.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -129836.609375 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -129836.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129964.468750 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -129964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130068.664062 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -130068.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -130215.140625 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -130215.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -130394.265625 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -130394.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -130467.695312 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -130467.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130518.796875 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -130518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -130559.453125 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -130559.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130600.750000 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -130600.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130670.460938 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -130670.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130771.328125 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -130771.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -130854.218750 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -130854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -130894.578125 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -130894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -130916.375000 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -130916.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -130948.187500 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -130948.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -130965.945312 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -130965.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -130985.570312 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -130985.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -130994.710938 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -130994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130995.382812 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -130995.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130995.382812 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -130995.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Entering Unmasked Estep 
Score: -2617901.500000 Penalty: 2427.484863
	Iteration 0F: 2 clusters Score -2617902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2605132.500000 Penalty: 4854.969727
	Iteration 0F: 3 clusters Score -2605132 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2609457.500000 Penalty: 4854.969727
	Iteration 1F: 3 clusters Score -2609458 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2609904.000000 Penalty: 4854.969727
	Iteration 2F: 3 clusters Score -2609904 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2610285.500000 Penalty: 4854.969727
	Iteration 3F: 3 clusters Score -2610286 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2610628.750000 Penalty: 4854.969727
	Iteration 4Q: 3 clusters Score -2610629 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2611007.500000 Penalty: 4854.969727
	Iteration 5Q: 3 clusters Score -2611008 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2611415.500000 Penalty: 4854.969727
	Iteration 6Q: 3 clusters Score -2611416 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2611908.500000 Penalty: 4854.969727
	Iteration 7Q: 3 clusters Score -2611908 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2612491.000000 Penalty: 4854.969727
	Iteration 8Q: 3 clusters Score -2612491 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2613167.000000 Penalty: 4854.969727
	Iteration 9Q: 3 clusters Score -2613167 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2614006.250000 Penalty: 4854.969727
	Iteration 10Q: 3 clusters Score -2614006 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2614981.750000 Penalty: 4854.969727
	Iteration 11Q: 3 clusters Score -2614982 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2615968.500000 Penalty: 4854.969727
	Iteration 12Q: 3 clusters Score -2615968 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2616683.500000 Penalty: 4854.969727
	Iteration 13Q: 3 clusters Score -2616684 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2617186.250000 Penalty: 4854.969727
	Iteration 14Q: 3 clusters Score -2617186 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2617593.500000 Penalty: 4854.969727
	Iteration 15Q: 3 clusters Score -2617594 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2617939.000000 Penalty: 4854.969727
	Iteration 16Q: 3 clusters Score -2617939 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2618293.000000 Penalty: 4854.969727
	Iteration 17Q: 3 clusters Score -2618293 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2618636.250000 Penalty: 4854.969727
	Iteration 18Q: 3 clusters Score -2618636 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2618903.750000 Penalty: 4854.969727
	Iteration 19Q: 3 clusters Score -2618904 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2619115.000000 Penalty: 4854.969727
	Iteration 20F: 3 clusters Score -2619115 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2619282.750000 Penalty: 4854.969727
	Iteration 21Q: 3 clusters Score -2619283 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2619408.750000 Penalty: 4854.969727
	Iteration 22Q: 3 clusters Score -2619409 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2619512.000000 Penalty: 4854.969727
	Iteration 23Q: 3 clusters Score -2619512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2619582.000000 Penalty: 4854.969727
	Iteration 24Q: 3 clusters Score -2619582 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2619631.750000 Penalty: 4854.969727
	Iteration 25Q: 3 clusters Score -2619632 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2619666.500000 Penalty: 4854.969727
	Iteration 26Q: 3 clusters Score -2619666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2619666.250000 Penalty: 4854.969727
	Iteration 27Q: 3 clusters Score -2619666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2619675.000000 Penalty: 4854.969727
	Iteration 28Q: 3 clusters Score -2619675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2619678.750000 Penalty: 4854.969727
	Iteration 29Q: 3 clusters Score -2619679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2619682.750000 Penalty: 4854.969727
	Iteration 30Q: 3 clusters Score -2619683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2619682.250000 Penalty: 4854.969727
	Iteration 31Q: 3 clusters Score -2619682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2619686.500000 Penalty: 4854.969727
	Iteration 32Q: 3 clusters Score -2619686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2619681.250000 Penalty: 4854.969727
	Iteration 33Q: 3 clusters Score -2619681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2619684.000000 Penalty: 4854.969727
	Iteration 34Q: 3 clusters Score -2619684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2619681.000000 Penalty: 4854.969727
	Iteration 35Q: 3 clusters Score -2619681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2619685.750000 Penalty: 4854.969727
	Iteration 36Q: 3 clusters Score -2619686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2619685.000000 Penalty: 4854.969727
	Iteration 37Q: 3 clusters Score -2619685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2619691.250000 Penalty: 4854.969727
	Iteration 38Q: 3 clusters Score -2619691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2619691.250000 Penalty: 4854.969727
	Iteration 39F: 3 clusters Score -2619691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61116 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 96629 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 31044 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12623 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10842 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12833 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9553 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35666 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9861 members 
Entering Unmasked Estep 
Score: -115058120.000000 Penalty: 158475.468750
Splitting cluster 17 changes total score from -115057224.000000 to -115058120.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 18 (10331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Entering Unmasked Estep 
Score: -1514042.875000 Penalty: 2292.240234
	Iteration 0F: 2 clusters Score -1514043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1506146.750000 Penalty: 4584.480469
	Iteration 0F: 3 clusters Score -1506147 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1508530.250000 Penalty: 4584.480469
	Iteration 1F: 3 clusters Score -1508530 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1508900.875000 Penalty: 4584.480469
	Iteration 2F: 3 clusters Score -1508901 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1509174.375000 Penalty: 4584.480469
	Iteration 3F: 3 clusters Score -1509174 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1509402.375000 Penalty: 4584.480469
	Iteration 4Q: 3 clusters Score -1509402 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1509558.750000 Penalty: 4584.480469
	Iteration 5Q: 3 clusters Score -1509559 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1509707.750000 Penalty: 4584.480469
	Iteration 6Q: 3 clusters Score -1509708 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1509834.625000 Penalty: 4584.480469
	Iteration 7Q: 3 clusters Score -1509835 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1509958.250000 Penalty: 4584.480469
	Iteration 8Q: 3 clusters Score -1509958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1510085.125000 Penalty: 4584.480469
	Iteration 9Q: 3 clusters Score -1510085 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1510187.500000 Penalty: 4584.480469
	Iteration 10Q: 3 clusters Score -1510188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1510306.125000 Penalty: 4584.480469
	Iteration 11Q: 3 clusters Score -1510306 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1510434.750000 Penalty: 4584.480469
	Iteration 12Q: 3 clusters Score -1510435 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1510581.500000 Penalty: 4584.480469
	Iteration 13Q: 3 clusters Score -1510582 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1510721.875000 Penalty: 4584.480469
	Iteration 14Q: 3 clusters Score -1510722 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1510854.125000 Penalty: 4584.480469
	Iteration 15Q: 3 clusters Score -1510854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1510996.375000 Penalty: 4584.480469
	Iteration 16Q: 3 clusters Score -1510996 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1511146.875000 Penalty: 4584.480469
	Iteration 17Q: 3 clusters Score -1511147 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1511292.625000 Penalty: 4584.480469
	Iteration 18Q: 3 clusters Score -1511293 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1511435.500000 Penalty: 4584.480469
	Iteration 19Q: 3 clusters Score -1511436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1511563.375000 Penalty: 4584.480469
	Iteration 20F: 3 clusters Score -1511563 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1511695.500000 Penalty: 4584.480469
	Iteration 21Q: 3 clusters Score -1511696 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1511817.375000 Penalty: 4584.480469
	Iteration 22Q: 3 clusters Score -1511817 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1511943.500000 Penalty: 4584.480469
	Iteration 23Q: 3 clusters Score -1511944 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1512032.125000 Penalty: 4584.480469
	Iteration 24Q: 3 clusters Score -1512032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1512103.500000 Penalty: 4584.480469
	Iteration 25Q: 3 clusters Score -1512104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1512149.000000 Penalty: 4584.480469
	Iteration 26Q: 3 clusters Score -1512149 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1512187.125000 Penalty: 4584.480469
	Iteration 27Q: 3 clusters Score -1512187 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1512219.625000 Penalty: 4584.480469
	Iteration 28Q: 3 clusters Score -1512220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1512245.000000 Penalty: 4584.480469
	Iteration 29Q: 3 clusters Score -1512245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1512268.375000 Penalty: 4584.480469
	Iteration 30Q: 3 clusters Score -1512268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1512285.125000 Penalty: 4584.480469
	Iteration 31Q: 3 clusters Score -1512285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1512304.500000 Penalty: 4584.480469
	Iteration 32Q: 3 clusters Score -1512304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1512341.125000 Penalty: 4584.480469
	Iteration 33Q: 3 clusters Score -1512341 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1512398.750000 Penalty: 4584.480469
	Iteration 34Q: 3 clusters Score -1512399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1512461.875000 Penalty: 4584.480469
	Iteration 35Q: 3 clusters Score -1512462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1512503.875000 Penalty: 4584.480469
	Iteration 36Q: 3 clusters Score -1512504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1512531.250000 Penalty: 4584.480469
	Iteration 37Q: 3 clusters Score -1512531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1512547.000000 Penalty: 4584.480469
	Iteration 38Q: 3 clusters Score -1512547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1512563.875000 Penalty: 4584.480469
	Iteration 39Q: 3 clusters Score -1512564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1512597.750000 Penalty: 4584.480469
	Iteration 40F: 3 clusters Score -1512598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1512611.375000 Penalty: 4584.480469
	Iteration 41Q: 3 clusters Score -1512611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1512620.500000 Penalty: 4584.480469
	Iteration 42Q: 3 clusters Score -1512620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1512619.500000 Penalty: 4584.480469
	Iteration 43Q: 3 clusters Score -1512620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1512624.125000 Penalty: 4584.480469
	Iteration 44Q: 3 clusters Score -1512624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1512628.875000 Penalty: 4584.480469
	Iteration 45Q: 3 clusters Score -1512629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1512628.750000 Penalty: 4584.480469
	Iteration 46Q: 3 clusters Score -1512629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1512632.500000 Penalty: 4584.480469
	Iteration 47Q: 3 clusters Score -1512632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1512633.125000 Penalty: 4584.480469
	Iteration 48Q: 3 clusters Score -1512633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1512631.750000 Penalty: 4584.480469
	Iteration 49Q: 3 clusters Score -1512632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1512635.000000 Penalty: 4584.480469
	Iteration 50Q: 3 clusters Score -1512635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1512634.500000 Penalty: 4584.480469
	Iteration 51Q: 3 clusters Score -1512634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1512635.500000 Penalty: 4584.480469
	Iteration 52Q: 3 clusters Score -1512636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1512635.625000 Penalty: 4584.480469
	Iteration 53Q: 3 clusters Score -1512636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1512638.375000 Penalty: 4584.480469
	Iteration 54Q: 3 clusters Score -1512638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1512637.000000 Penalty: 4584.480469
	Iteration 55Q: 3 clusters Score -1512637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1512635.375000 Penalty: 4584.480469
	Iteration 56Q: 3 clusters Score -1512635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1512635.375000 Penalty: 4584.480469
	Iteration 57F: 3 clusters Score -1512635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Entering Unmasked Estep 
Score: -11882029.000000 Penalty: 2798.843750
	Iteration 0F: 2 clusters Score -1.188203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -11828554.000000 Penalty: 5597.687500
	Iteration 0F: 3 clusters Score -1.182855e+07 nChanged 37434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -11849944.000000 Penalty: 5597.687500
	Iteration 1F: 3 clusters Score -1.184994e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -11850897.000000 Penalty: 5597.687500
	Iteration 2Q: 3 clusters Score -1.18509e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -11852039.000000 Penalty: 5597.687500
	Iteration 3Q: 3 clusters Score -1.185204e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -11853544.000000 Penalty: 5597.687500
	Iteration 4Q: 3 clusters Score -1.185354e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -11855591.000000 Penalty: 5597.687500
	Iteration 5F: 3 clusters Score -1.185559e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -11858228.000000 Penalty: 5597.687500
	Iteration 6F: 3 clusters Score -1.185823e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -11861246.000000 Penalty: 5597.687500
	Iteration 7F: 3 clusters Score -1.186125e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -11864717.000000 Penalty: 5597.687500
	Iteration 8F: 3 clusters Score -1.186472e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -11868343.000000 Penalty: 5597.687500
	Iteration 9F: 3 clusters Score -1.186834e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -11871543.000000 Penalty: 5597.687500
	Iteration 10F: 3 clusters Score -1.187154e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -11873951.000000 Penalty: 5597.687500
	Iteration 11Q: 3 clusters Score -1.187395e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -11875832.000000 Penalty: 5597.687500
	Iteration 12Q: 3 clusters Score -1.187583e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -11877029.000000 Penalty: 5597.687500
	Iteration 13Q: 3 clusters Score -1.187703e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -11877882.000000 Penalty: 5597.687500
	Iteration 14Q: 3 clusters Score -1.187788e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -11878423.000000 Penalty: 5597.687500
	Iteration 15Q: 3 clusters Score -1.187842e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -11878838.000000 Penalty: 5597.687500
	Iteration 16Q: 3 clusters Score -1.187884e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -11879118.000000 Penalty: 5597.687500
	Iteration 17Q: 3 clusters Score -1.187912e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -11879309.000000 Penalty: 5597.687500
	Iteration 18Q: 3 clusters Score -1.187931e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -11879375.000000 Penalty: 5597.687500
	Iteration 19Q: 3 clusters Score -1.187938e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 77683 members 
Entering Unmasked Estep 
Score: -11879466.000000 Penalty: 5597.687500
	Iteration 20F: 3 clusters Score -1.187947e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 77814 members 
Entering Unmasked Estep 
Score: -11879564.000000 Penalty: 5597.687500
	Iteration 21Q: 3 clusters Score -1.187956e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -11879602.000000 Penalty: 5597.687500
	Iteration 22Q: 3 clusters Score -1.18796e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -11879626.000000 Penalty: 5597.687500
	Iteration 23Q: 3 clusters Score -1.187963e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 78073 members 
Entering Unmasked Estep 
Score: -11879639.000000 Penalty: 5597.687500
	Iteration 24Q: 3 clusters Score -1.187964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
Score: -11879669.000000 Penalty: 5597.687500
	Iteration 25Q: 3 clusters Score -1.187967e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -11879691.000000 Penalty: 5597.687500
	Iteration 26Q: 3 clusters Score -1.187969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -11879703.000000 Penalty: 5597.687500
	Iteration 27Q: 3 clusters Score -1.18797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -11879728.000000 Penalty: 5597.687500
	Iteration 28Q: 3 clusters Score -1.187973e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -11879742.000000 Penalty: 5597.687500
	Iteration 29Q: 3 clusters Score -1.187974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -11879766.000000 Penalty: 5597.687500
	Iteration 30Q: 3 clusters Score -1.187977e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 78354 members 
Entering Unmasked Estep 
Score: -11879760.000000 Penalty: 5597.687500
	Iteration 31Q: 3 clusters Score -1.187976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -11879771.000000 Penalty: 5597.687500
	Iteration 32Q: 3 clusters Score -1.187977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -11879761.000000 Penalty: 5597.687500
	Iteration 33Q: 3 clusters Score -1.187976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -11879754.000000 Penalty: 5597.687500
	Iteration 34Q: 3 clusters Score -1.187975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -11879758.000000 Penalty: 5597.687500
	Iteration 35Q: 3 clusters Score -1.187976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 78441 members 
Entering Unmasked Estep 
Score: -11879769.000000 Penalty: 5597.687500
	Iteration 36Q: 3 clusters Score -1.187977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -11879774.000000 Penalty: 5597.687500
	Iteration 37Q: 3 clusters Score -1.187977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -11879784.000000 Penalty: 5597.687500
	Iteration 38Q: 3 clusters Score -1.187978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -11879777.000000 Penalty: 5597.687500
	Iteration 39Q: 3 clusters Score -1.187978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -11879785.000000 Penalty: 5597.687500
	Iteration 40F: 3 clusters Score -1.187978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -11879794.000000 Penalty: 5597.687500
	Iteration 41Q: 3 clusters Score -1.187979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -11879790.000000 Penalty: 5597.687500
	Iteration 42Q: 3 clusters Score -1.187979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -11879786.000000 Penalty: 5597.687500
	Iteration 43Q: 3 clusters Score -1.187979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78506 members 
Entering Unmasked Estep 
Score: -11879787.000000 Penalty: 5597.687500
	Iteration 44Q: 3 clusters Score -1.187979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 78513 members 
Entering Unmasked Estep 
Score: -11879791.000000 Penalty: 5597.687500
	Iteration 45Q: 3 clusters Score -1.187979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -11879792.000000 Penalty: 5597.687500
	Iteration 46Q: 3 clusters Score -1.187979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 78525 members 
Entering Unmasked Estep 
Score: -11879802.000000 Penalty: 5597.687500
	Iteration 47Q: 3 clusters Score -1.18798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -11879796.000000 Penalty: 5597.687500
	Iteration 48Q: 3 clusters Score -1.18798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -11879804.000000 Penalty: 5597.687500
	Iteration 49Q: 3 clusters Score -1.18798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 78532 members 
Entering Unmasked Estep 
Score: -11879817.000000 Penalty: 5597.687500
	Iteration 50Q: 3 clusters Score -1.187982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -11879820.000000 Penalty: 5597.687500
	Iteration 51Q: 3 clusters Score -1.187982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -11879808.000000 Penalty: 5597.687500
	Iteration 52Q: 3 clusters Score -1.187981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 78534 members 
Entering Unmasked Estep 
Score: -11879808.000000 Penalty: 5597.687500
	Iteration 53F: 3 clusters Score -1.187981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -1773993.875000 Penalty: 2329.028564
	Iteration 0F: 2 clusters Score -1773994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1765036.250000 Penalty: 4658.057129
	Iteration 0F: 3 clusters Score -1765036 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1767747.500000 Penalty: 4658.057129
	Iteration 1F: 3 clusters Score -1767748 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1768001.375000 Penalty: 4658.057129
	Iteration 2F: 3 clusters Score -1768001 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1768249.250000 Penalty: 4658.057129
	Iteration 3Q: 3 clusters Score -1768249 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1768520.875000 Penalty: 4658.057129
	Iteration 4Q: 3 clusters Score -1768521 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1768837.500000 Penalty: 4658.057129
	Iteration 5Q: 3 clusters Score -1768838 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1769171.625000 Penalty: 4658.057129
	Iteration 6Q: 3 clusters Score -1769172 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1769489.875000 Penalty: 4658.057129
	Iteration 7Q: 3 clusters Score -1769490 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1769767.375000 Penalty: 4658.057129
	Iteration 8Q: 3 clusters Score -1769767 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1770055.250000 Penalty: 4658.057129
	Iteration 9Q: 3 clusters Score -1770055 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1770383.125000 Penalty: 4658.057129
	Iteration 10Q: 3 clusters Score -1770383 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1770751.500000 Penalty: 4658.057129
	Iteration 11Q: 3 clusters Score -1770752 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1771131.125000 Penalty: 4658.057129
	Iteration 12Q: 3 clusters Score -1771131 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1771467.750000 Penalty: 4658.057129
	Iteration 13Q: 3 clusters Score -1771468 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1771712.625000 Penalty: 4658.057129
	Iteration 14Q: 3 clusters Score -1771713 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1771888.500000 Penalty: 4658.057129
	Iteration 15Q: 3 clusters Score -1771888 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1772034.375000 Penalty: 4658.057129
	Iteration 16Q: 3 clusters Score -1772034 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1772129.750000 Penalty: 4658.057129
	Iteration 17Q: 3 clusters Score -1772130 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1772200.750000 Penalty: 4658.057129
	Iteration 18Q: 3 clusters Score -1772201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1772245.000000 Penalty: 4658.057129
	Iteration 19Q: 3 clusters Score -1772245 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1772280.250000 Penalty: 4658.057129
	Iteration 20F: 3 clusters Score -1772280 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1772317.000000 Penalty: 4658.057129
	Iteration 21Q: 3 clusters Score -1772317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1772337.375000 Penalty: 4658.057129
	Iteration 22Q: 3 clusters Score -1772337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1772356.250000 Penalty: 4658.057129
	Iteration 23Q: 3 clusters Score -1772356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1772363.125000 Penalty: 4658.057129
	Iteration 24Q: 3 clusters Score -1772363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1772375.000000 Penalty: 4658.057129
	Iteration 25Q: 3 clusters Score -1772375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1772378.000000 Penalty: 4658.057129
	Iteration 26Q: 3 clusters Score -1772378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1772379.875000 Penalty: 4658.057129
	Iteration 27Q: 3 clusters Score -1772380 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1772388.750000 Penalty: 4658.057129
	Iteration 28Q: 3 clusters Score -1772389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1772393.000000 Penalty: 4658.057129
	Iteration 29Q: 3 clusters Score -1772393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1772402.750000 Penalty: 4658.057129
	Iteration 30Q: 3 clusters Score -1772403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1772407.250000 Penalty: 4658.057129
	Iteration 31Q: 3 clusters Score -1772407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1772409.125000 Penalty: 4658.057129
	Iteration 32Q: 3 clusters Score -1772409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1772414.625000 Penalty: 4658.057129
	Iteration 33Q: 3 clusters Score -1772415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1772420.750000 Penalty: 4658.057129
	Iteration 34Q: 3 clusters Score -1772421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1772417.875000 Penalty: 4658.057129
	Iteration 35Q: 3 clusters Score -1772418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1772420.750000 Penalty: 4658.057129
	Iteration 36Q: 3 clusters Score -1772421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1772423.625000 Penalty: 4658.057129
	Iteration 37Q: 3 clusters Score -1772424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1772422.875000 Penalty: 4658.057129
	Iteration 38Q: 3 clusters Score -1772423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1772427.750000 Penalty: 4658.057129
	Iteration 39Q: 3 clusters Score -1772428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1772434.250000 Penalty: 4658.057129
	Iteration 40F: 3 clusters Score -1772434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1772440.875000 Penalty: 4658.057129
	Iteration 41Q: 3 clusters Score -1772441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1772443.875000 Penalty: 4658.057129
	Iteration 42Q: 3 clusters Score -1772444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1772452.375000 Penalty: 4658.057129
	Iteration 43Q: 3 clusters Score -1772452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1772456.000000 Penalty: 4658.057129
	Iteration 44Q: 3 clusters Score -1772456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1772455.250000 Penalty: 4658.057129
	Iteration 45Q: 3 clusters Score -1772455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1772456.000000 Penalty: 4658.057129
	Iteration 46Q: 3 clusters Score -1772456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1772455.875000 Penalty: 4658.057129
	Iteration 47Q: 3 clusters Score -1772456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1772456.375000 Penalty: 4658.057129
	Iteration 48Q: 3 clusters Score -1772456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1772456.375000 Penalty: 4658.057129
	Iteration 49F: 3 clusters Score -1772456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Entering Unmasked Estep 
Score: -2625955.000000 Penalty: 2440.270752
	Iteration 0F: 2 clusters Score -2625955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2612668.250000 Penalty: 4880.541504
	Iteration 0F: 3 clusters Score -2612668 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2617357.500000 Penalty: 4880.541504
	Iteration 1F: 3 clusters Score -2617358 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2618193.750000 Penalty: 4880.541504
	Iteration 2F: 3 clusters Score -2618194 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2619010.000000 Penalty: 4880.541504
	Iteration 3F: 3 clusters Score -2619010 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2619896.000000 Penalty: 4880.541504
	Iteration 4F: 3 clusters Score -2619896 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2620677.250000 Penalty: 4880.541504
	Iteration 5F: 3 clusters Score -2620677 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2621347.250000 Penalty: 4880.541504
	Iteration 6F: 3 clusters Score -2621347 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2621818.750000 Penalty: 4880.541504
	Iteration 7Q: 3 clusters Score -2621819 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2622156.750000 Penalty: 4880.541504
	Iteration 8Q: 3 clusters Score -2622157 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2622400.500000 Penalty: 4880.541504
	Iteration 9Q: 3 clusters Score -2622400 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2622566.500000 Penalty: 4880.541504
	Iteration 10Q: 3 clusters Score -2622566 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2622690.000000 Penalty: 4880.541504
	Iteration 11Q: 3 clusters Score -2622690 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2622812.750000 Penalty: 4880.541504
	Iteration 12Q: 3 clusters Score -2622813 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2622956.500000 Penalty: 4880.541504
	Iteration 13Q: 3 clusters Score -2622956 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2623091.750000 Penalty: 4880.541504
	Iteration 14Q: 3 clusters Score -2623092 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2623252.250000 Penalty: 4880.541504
	Iteration 15Q: 3 clusters Score -2623252 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2623403.250000 Penalty: 4880.541504
	Iteration 16Q: 3 clusters Score -2623403 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2623527.750000 Penalty: 4880.541504
	Iteration 17Q: 3 clusters Score -2623528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2623614.250000 Penalty: 4880.541504
	Iteration 18Q: 3 clusters Score -2623614 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2623696.500000 Penalty: 4880.541504
	Iteration 19Q: 3 clusters Score -2623696 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2623764.000000 Penalty: 4880.541504
	Iteration 20F: 3 clusters Score -2623764 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2623812.250000 Penalty: 4880.541504
	Iteration 21Q: 3 clusters Score -2623812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2623842.250000 Penalty: 4880.541504
	Iteration 22Q: 3 clusters Score -2623842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2623861.250000 Penalty: 4880.541504
	Iteration 23Q: 3 clusters Score -2623861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2623875.250000 Penalty: 4880.541504
	Iteration 24Q: 3 clusters Score -2623875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2623891.250000 Penalty: 4880.541504
	Iteration 25Q: 3 clusters Score -2623891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2623894.250000 Penalty: 4880.541504
	Iteration 26Q: 3 clusters Score -2623894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2623903.000000 Penalty: 4880.541504
	Iteration 27Q: 3 clusters Score -2623903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2623899.250000 Penalty: 4880.541504
	Iteration 28Q: 3 clusters Score -2623899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2623902.500000 Penalty: 4880.541504
	Iteration 29Q: 3 clusters Score -2623902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2623903.250000 Penalty: 4880.541504
	Iteration 30Q: 3 clusters Score -2623903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2623902.500000 Penalty: 4880.541504
	Iteration 31Q: 3 clusters Score -2623902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2623905.000000 Penalty: 4880.541504
	Iteration 32Q: 3 clusters Score -2623905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2623912.000000 Penalty: 4880.541504
	Iteration 33Q: 3 clusters Score -2623912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2623908.750000 Penalty: 4880.541504
	Iteration 34Q: 3 clusters Score -2623909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2623905.500000 Penalty: 4880.541504
	Iteration 35Q: 3 clusters Score -2623906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2623903.750000 Penalty: 4880.541504
	Iteration 36Q: 3 clusters Score -2623904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2623904.250000 Penalty: 4880.541504
	Iteration 37Q: 3 clusters Score -2623904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2623906.000000 Penalty: 4880.541504
	Iteration 38Q: 3 clusters Score -2623906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2623910.250000 Penalty: 4880.541504
	Iteration 39Q: 3 clusters Score -2623910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2623911.000000 Penalty: 4880.541504
	Iteration 40F: 3 clusters Score -2623911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2623907.000000 Penalty: 4880.541504
	Iteration 41Q: 3 clusters Score -2623907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2623911.250000 Penalty: 4880.541504
	Iteration 42Q: 3 clusters Score -2623911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2623911.750000 Penalty: 4880.541504
	Iteration 43Q: 3 clusters Score -2623912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2623909.500000 Penalty: 4880.541504
	Iteration 44Q: 3 clusters Score -2623910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2623911.000000 Penalty: 4880.541504
	Iteration 45Q: 3 clusters Score -2623911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2623910.500000 Penalty: 4880.541504
	Iteration 46Q: 3 clusters Score -2623910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2623912.500000 Penalty: 4880.541504
	Iteration 47Q: 3 clusters Score -2623912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2623912.500000 Penalty: 4880.541504
	Iteration 48Q: 3 clusters Score -2623912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2623913.750000 Penalty: 4880.541504
	Iteration 49Q: 3 clusters Score -2623914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2623916.000000 Penalty: 4880.541504
	Iteration 50Q: 3 clusters Score -2623916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2623916.500000 Penalty: 4880.541504
	Iteration 51Q: 3 clusters Score -2623916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2623915.000000 Penalty: 4880.541504
	Iteration 52Q: 3 clusters Score -2623915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2623921.000000 Penalty: 4880.541504
	Iteration 53Q: 3 clusters Score -2623921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2623924.750000 Penalty: 4880.541504
	Iteration 54Q: 3 clusters Score -2623925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2623922.500000 Penalty: 4880.541504
	Iteration 55Q: 3 clusters Score -2623922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2623921.250000 Penalty: 4880.541504
	Iteration 56Q: 3 clusters Score -2623921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2623921.500000 Penalty: 4880.541504
	Iteration 57Q: 3 clusters Score -2623922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2623921.500000 Penalty: 4880.541504
	Iteration 58F: 3 clusters Score -2623922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1781963.500000 Penalty: 2328.821533
	Iteration 0F: 2 clusters Score -1781964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1773050.500000 Penalty: 4657.643066
	Iteration 0F: 3 clusters Score -1773050 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1775877.625000 Penalty: 4657.643066
	Iteration 1F: 3 clusters Score -1775878 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1776379.000000 Penalty: 4657.643066
	Iteration 2F: 3 clusters Score -1776379 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1776806.250000 Penalty: 4657.643066
	Iteration 3F: 3 clusters Score -1776806 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1777227.250000 Penalty: 4657.643066
	Iteration 4F: 3 clusters Score -1777227 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1777669.125000 Penalty: 4657.643066
	Iteration 5F: 3 clusters Score -1777669 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1778150.750000 Penalty: 4657.643066
	Iteration 6F: 3 clusters Score -1778151 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1778622.750000 Penalty: 4657.643066
	Iteration 7F: 3 clusters Score -1778623 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1779019.875000 Penalty: 4657.643066
	Iteration 8Q: 3 clusters Score -1779020 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1779329.375000 Penalty: 4657.643066
	Iteration 9Q: 3 clusters Score -1779329 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1779563.750000 Penalty: 4657.643066
	Iteration 10Q: 3 clusters Score -1779564 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1779791.875000 Penalty: 4657.643066
	Iteration 11Q: 3 clusters Score -1779792 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1780010.875000 Penalty: 4657.643066
	Iteration 12Q: 3 clusters Score -1780011 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1780200.375000 Penalty: 4657.643066
	Iteration 13Q: 3 clusters Score -1780200 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1780359.875000 Penalty: 4657.643066
	Iteration 14Q: 3 clusters Score -1780360 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1780506.375000 Penalty: 4657.643066
	Iteration 15Q: 3 clusters Score -1780506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1780651.750000 Penalty: 4657.643066
	Iteration 16Q: 3 clusters Score -1780652 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1780769.625000 Penalty: 4657.643066
	Iteration 17Q: 3 clusters Score -1780770 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1780853.625000 Penalty: 4657.643066
	Iteration 18Q: 3 clusters Score -1780854 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1780894.375000 Penalty: 4657.643066
	Iteration 19Q: 3 clusters Score -1780894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1780928.875000 Penalty: 4657.643066
	Iteration 20F: 3 clusters Score -1780929 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1780954.000000 Penalty: 4657.643066
	Iteration 21Q: 3 clusters Score -1780954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1780965.750000 Penalty: 4657.643066
	Iteration 22Q: 3 clusters Score -1780966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1780970.625000 Penalty: 4657.643066
	Iteration 23Q: 3 clusters Score -1780971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1780978.625000 Penalty: 4657.643066
	Iteration 24Q: 3 clusters Score -1780979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1780982.625000 Penalty: 4657.643066
	Iteration 25Q: 3 clusters Score -1780983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1780983.750000 Penalty: 4657.643066
	Iteration 26Q: 3 clusters Score -1780984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1780988.500000 Penalty: 4657.643066
	Iteration 27Q: 3 clusters Score -1780988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1780991.750000 Penalty: 4657.643066
	Iteration 28Q: 3 clusters Score -1780992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1780999.125000 Penalty: 4657.643066
	Iteration 29Q: 3 clusters Score -1780999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1781006.000000 Penalty: 4657.643066
	Iteration 30Q: 3 clusters Score -1781006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1781005.250000 Penalty: 4657.643066
	Iteration 31Q: 3 clusters Score -1781005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1781007.500000 Penalty: 4657.643066
	Iteration 32Q: 3 clusters Score -1781008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1781013.500000 Penalty: 4657.643066
	Iteration 33Q: 3 clusters Score -1781014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1781008.875000 Penalty: 4657.643066
	Iteration 34Q: 3 clusters Score -1781009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1781021.000000 Penalty: 4657.643066
	Iteration 35Q: 3 clusters Score -1781021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1781018.000000 Penalty: 4657.643066
	Iteration 36Q: 3 clusters Score -1781018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1781015.875000 Penalty: 4657.643066
	Iteration 37Q: 3 clusters Score -1781016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1781017.375000 Penalty: 4657.643066
	Iteration 38Q: 3 clusters Score -1781017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1781015.875000 Penalty: 4657.643066
	Iteration 39Q: 3 clusters Score -1781016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1781016.125000 Penalty: 4657.643066
	Iteration 40F: 3 clusters Score -1781016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1781017.125000 Penalty: 4657.643066
	Iteration 41Q: 3 clusters Score -1781017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1781021.625000 Penalty: 4657.643066
	Iteration 42Q: 3 clusters Score -1781022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1781024.875000 Penalty: 4657.643066
	Iteration 43Q: 3 clusters Score -1781025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1781030.125000 Penalty: 4657.643066
	Iteration 44Q: 3 clusters Score -1781030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1781038.500000 Penalty: 4657.643066
	Iteration 45Q: 3 clusters Score -1781038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1781046.000000 Penalty: 4657.643066
	Iteration 46Q: 3 clusters Score -1781046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1781049.375000 Penalty: 4657.643066
	Iteration 47Q: 3 clusters Score -1781049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1781059.625000 Penalty: 4657.643066
	Iteration 48Q: 3 clusters Score -1781060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1781068.500000 Penalty: 4657.643066
	Iteration 49Q: 3 clusters Score -1781068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1781074.875000 Penalty: 4657.643066
	Iteration 50Q: 3 clusters Score -1781075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1781082.500000 Penalty: 4657.643066
	Iteration 51Q: 3 clusters Score -1781082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1781085.250000 Penalty: 4657.643066
	Iteration 52Q: 3 clusters Score -1781085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1781088.625000 Penalty: 4657.643066
	Iteration 53Q: 3 clusters Score -1781089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1781091.500000 Penalty: 4657.643066
	Iteration 54Q: 3 clusters Score -1781092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1781093.875000 Penalty: 4657.643066
	Iteration 55Q: 3 clusters Score -1781094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1781094.625000 Penalty: 4657.643066
	Iteration 56Q: 3 clusters Score -1781095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1781096.750000 Penalty: 4657.643066
	Iteration 57Q: 3 clusters Score -1781097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1781100.250000 Penalty: 4657.643066
	Iteration 58Q: 3 clusters Score -1781100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1781102.125000 Penalty: 4657.643066
	Iteration 59Q: 3 clusters Score -1781102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1781103.000000 Penalty: 4657.643066
	Iteration 60F: 3 clusters Score -1781103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1781101.500000 Penalty: 4657.643066
	Iteration 61Q: 3 clusters Score -1781102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1781101.625000 Penalty: 4657.643066
	Iteration 62Q: 3 clusters Score -1781102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1781101.500000 Penalty: 4657.643066
	Iteration 63Q: 3 clusters Score -1781102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1781102.375000 Penalty: 4657.643066
	Iteration 64Q: 3 clusters Score -1781102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1781103.625000 Penalty: 4657.643066
	Iteration 65Q: 3 clusters Score -1781104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1781103.625000 Penalty: 4657.643066
	Iteration 66F: 3 clusters Score -1781104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -251681.921875 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -251681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249215.140625 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -249215.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -249757.609375 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -249757.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -250018.859375 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -250018.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -250265.515625 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -250265.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -250500.781250 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -250500.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -250643.937500 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -250643.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -250738.312500 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -250738.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -250777.421875 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -250777.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -250809.968750 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -250810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -250829.640625 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -250829.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -250841.046875 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -250841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -250849.468750 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -250849.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -250858.218750 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -250858.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -250862.312500 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -250862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -250867.406250 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -250867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -250871.250000 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -250871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250874.484375 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -250874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -250875.250000 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -250875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250876.312500 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -250876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250876.484375 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -250876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -250877.015625 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -250877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -250878.015625 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -250878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -250878.671875 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -250878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -250880.062500 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -250880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250880.531250 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -250880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -250881.109375 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -250881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -250881.109375 Penalty: 3697.541016
	Iteration 26F: 3 clusters Score -250881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Entering Unmasked Estep 
Score: -1616481.750000 Penalty: 2303.572021
	Iteration 0F: 2 clusters Score -1616482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1608298.500000 Penalty: 4607.144043
	Iteration 0F: 3 clusters Score -1608298 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1610904.500000 Penalty: 4607.144043
	Iteration 1F: 3 clusters Score -1610904 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1611567.750000 Penalty: 4607.144043
	Iteration 2F: 3 clusters Score -1611568 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1612278.500000 Penalty: 4607.144043
	Iteration 3F: 3 clusters Score -1612278 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1612979.250000 Penalty: 4607.144043
	Iteration 4F: 3 clusters Score -1612979 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1613601.750000 Penalty: 4607.144043
	Iteration 5F: 3 clusters Score -1613602 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1614110.375000 Penalty: 4607.144043
	Iteration 6F: 3 clusters Score -1614110 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1614496.875000 Penalty: 4607.144043
	Iteration 7Q: 3 clusters Score -1614497 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1614795.375000 Penalty: 4607.144043
	Iteration 8Q: 3 clusters Score -1614795 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1614983.000000 Penalty: 4607.144043
	Iteration 9Q: 3 clusters Score -1614983 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1615106.750000 Penalty: 4607.144043
	Iteration 10Q: 3 clusters Score -1615107 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1615210.750000 Penalty: 4607.144043
	Iteration 11Q: 3 clusters Score -1615211 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1615284.875000 Penalty: 4607.144043
	Iteration 12Q: 3 clusters Score -1615285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1615327.500000 Penalty: 4607.144043
	Iteration 13Q: 3 clusters Score -1615328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1615363.625000 Penalty: 4607.144043
	Iteration 14Q: 3 clusters Score -1615364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1615381.125000 Penalty: 4607.144043
	Iteration 15Q: 3 clusters Score -1615381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1615397.250000 Penalty: 4607.144043
	Iteration 16Q: 3 clusters Score -1615397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1615407.125000 Penalty: 4607.144043
	Iteration 17Q: 3 clusters Score -1615407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1615419.500000 Penalty: 4607.144043
	Iteration 18Q: 3 clusters Score -1615420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1615421.000000 Penalty: 4607.144043
	Iteration 19Q: 3 clusters Score -1615421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1615426.000000 Penalty: 4607.144043
	Iteration 20F: 3 clusters Score -1615426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1615442.500000 Penalty: 4607.144043
	Iteration 21Q: 3 clusters Score -1615442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1615458.500000 Penalty: 4607.144043
	Iteration 22Q: 3 clusters Score -1615458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1615477.875000 Penalty: 4607.144043
	Iteration 23Q: 3 clusters Score -1615478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1615494.125000 Penalty: 4607.144043
	Iteration 24Q: 3 clusters Score -1615494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1615500.375000 Penalty: 4607.144043
	Iteration 25Q: 3 clusters Score -1615500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1615504.250000 Penalty: 4607.144043
	Iteration 26Q: 3 clusters Score -1615504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1615513.625000 Penalty: 4607.144043
	Iteration 27Q: 3 clusters Score -1615514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1615511.750000 Penalty: 4607.144043
	Iteration 28Q: 3 clusters Score -1615512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1615513.250000 Penalty: 4607.144043
	Iteration 29Q: 3 clusters Score -1615513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1615511.250000 Penalty: 4607.144043
	Iteration 30Q: 3 clusters Score -1615511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1615511.250000 Penalty: 4607.144043
	Iteration 31F: 3 clusters Score -1615511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -110847.351562 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -110847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -109337.132812 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -109337.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109887.882812 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -109887.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -110113.781250 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -110113.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110320.320312 Penalty: 3377.283447
	Iteration 3F: 3 clusters Score -110320.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -110476.976562 Penalty: 3377.283447
	Iteration 4F: 3 clusters Score -110477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -110597.625000 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -110597.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -110722.554688 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -110722.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -110760.507812 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -110760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -110777.265625 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -110777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -110785.804688 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -110785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110792.671875 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -110792.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -110794.867188 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -110794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -110794.867188 Penalty: 3377.283447
	Iteration 12F: 3 clusters Score -110794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Entering Unmasked Estep 
Score: -4548913.000000 Penalty: 2560.508057
	Iteration 0F: 2 clusters Score -4548913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4528019.500000 Penalty: 5121.016113
	Iteration 0F: 3 clusters Score -4528020 nChanged 13785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4535638.000000 Penalty: 5121.016113
	Iteration 1F: 3 clusters Score -4535638 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4536362.000000 Penalty: 5121.016113
	Iteration 2F: 3 clusters Score -4536362 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4537211.000000 Penalty: 5121.016113
	Iteration 3F: 3 clusters Score -4537211 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4538063.000000 Penalty: 5121.016113
	Iteration 4F: 3 clusters Score -4538063 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4538953.000000 Penalty: 5121.016113
	Iteration 5F: 3 clusters Score -4538953 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4539982.000000 Penalty: 5121.016113
	Iteration 6F: 3 clusters Score -4539982 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4541304.500000 Penalty: 5121.016113
	Iteration 7F: 3 clusters Score -4541304 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4542921.500000 Penalty: 5121.016113
	Iteration 8F: 3 clusters Score -4542922 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4544619.500000 Penalty: 5121.016113
	Iteration 9F: 3 clusters Score -4544620 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4546139.000000 Penalty: 5121.016113
	Iteration 10Q: 3 clusters Score -4546139 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4547304.500000 Penalty: 5121.016113
	Iteration 11Q: 3 clusters Score -4547304 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4547884.500000 Penalty: 5121.016113
	Iteration 12Q: 3 clusters Score -4547884 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4548147.500000 Penalty: 5121.016113
	Iteration 13Q: 3 clusters Score -4548148 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4548275.000000 Penalty: 5121.016113
	Iteration 14Q: 3 clusters Score -4548275 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4548352.500000 Penalty: 5121.016113
	Iteration 15Q: 3 clusters Score -4548352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4548436.000000 Penalty: 5121.016113
	Iteration 16Q: 3 clusters Score -4548436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4548486.500000 Penalty: 5121.016113
	Iteration 17Q: 3 clusters Score -4548486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4548509.500000 Penalty: 5121.016113
	Iteration 18Q: 3 clusters Score -4548510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4548529.000000 Penalty: 5121.016113
	Iteration 19Q: 3 clusters Score -4548529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4548539.500000 Penalty: 5121.016113
	Iteration 20F: 3 clusters Score -4548540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4548560.000000 Penalty: 5121.016113
	Iteration 21Q: 3 clusters Score -4548560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4548573.000000 Penalty: 5121.016113
	Iteration 22Q: 3 clusters Score -4548573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4548581.500000 Penalty: 5121.016113
	Iteration 23Q: 3 clusters Score -4548582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4548609.000000 Penalty: 5121.016113
	Iteration 24Q: 3 clusters Score -4548609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4548624.500000 Penalty: 5121.016113
	Iteration 25Q: 3 clusters Score -4548624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4548635.000000 Penalty: 5121.016113
	Iteration 26Q: 3 clusters Score -4548635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4548646.500000 Penalty: 5121.016113
	Iteration 27Q: 3 clusters Score -4548646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4548646.500000 Penalty: 5121.016113
	Iteration 28Q: 3 clusters Score -4548646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4548650.500000 Penalty: 5121.016113
	Iteration 29Q: 3 clusters Score -4548650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4548658.000000 Penalty: 5121.016113
	Iteration 30Q: 3 clusters Score -4548658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4548666.000000 Penalty: 5121.016113
	Iteration 31Q: 3 clusters Score -4548666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4548658.500000 Penalty: 5121.016113
	Iteration 32Q: 3 clusters Score -4548658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4548659.500000 Penalty: 5121.016113
	Iteration 33Q: 3 clusters Score -4548660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4548665.000000 Penalty: 5121.016113
	Iteration 34Q: 3 clusters Score -4548665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4548665.500000 Penalty: 5121.016113
	Iteration 35Q: 3 clusters Score -4548666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4548663.500000 Penalty: 5121.016113
	Iteration 36Q: 3 clusters Score -4548664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4548663.500000 Penalty: 5121.016113
	Iteration 37F: 3 clusters Score -4548664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Entering Unmasked Estep 
Score: -411389.250000 Penalty: 1997.757812
	Iteration 0F: 2 clusters Score -411389.2 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 1498 members 
Entering Unmasked Estep 
Score: -408068.312500 Penalty: 3995.515625
	Iteration 0F: 3 clusters Score -408068.3 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -408929.156250 Penalty: 3995.515625
	Iteration 1F: 3 clusters Score -408929.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -409350.843750 Penalty: 3995.515625
	Iteration 2F: 3 clusters Score -409350.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -409705.343750 Penalty: 3995.515625
	Iteration 3F: 3 clusters Score -409705.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -409970.250000 Penalty: 3995.515625
	Iteration 4F: 3 clusters Score -409970.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -410151.406250 Penalty: 3995.515625
	Iteration 5F: 3 clusters Score -410151.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -410260.875000 Penalty: 3995.515625
	Iteration 6Q: 3 clusters Score -410260.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -410338.031250 Penalty: 3995.515625
	Iteration 7Q: 3 clusters Score -410338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -410384.906250 Penalty: 3995.515625
	Iteration 8Q: 3 clusters Score -410384.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -410411.093750 Penalty: 3995.515625
	Iteration 9Q: 3 clusters Score -410411.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -410430.812500 Penalty: 3995.515625
	Iteration 10Q: 3 clusters Score -410430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -410441.750000 Penalty: 3995.515625
	Iteration 11Q: 3 clusters Score -410441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -410449.875000 Penalty: 3995.515625
	Iteration 12Q: 3 clusters Score -410449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410458.062500 Penalty: 3995.515625
	Iteration 13Q: 3 clusters Score -410458.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -410463.968750 Penalty: 3995.515625
	Iteration 14Q: 3 clusters Score -410464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -410470.250000 Penalty: 3995.515625
	Iteration 15Q: 3 clusters Score -410470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -410476.000000 Penalty: 3995.515625
	Iteration 16Q: 3 clusters Score -410476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -410477.656250 Penalty: 3995.515625
	Iteration 17Q: 3 clusters Score -410477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -410480.406250 Penalty: 3995.515625
	Iteration 18Q: 3 clusters Score -410480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -410481.500000 Penalty: 3995.515625
	Iteration 19Q: 3 clusters Score -410481.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -410482.937500 Penalty: 3995.515625
	Iteration 20F: 3 clusters Score -410482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -410482.843750 Penalty: 3995.515625
	Iteration 21Q: 3 clusters Score -410482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -410483.437500 Penalty: 3995.515625
	Iteration 22Q: 3 clusters Score -410483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -410483.437500 Penalty: 3995.515625
	Iteration 23F: 3 clusters Score -410483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Entering Unmasked Estep 
Score: -4630779.500000 Penalty: 2565.103760
	Iteration 0F: 2 clusters Score -4630780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4609582.000000 Penalty: 5130.207520
	Iteration 0F: 3 clusters Score -4609582 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4617106.500000 Penalty: 5130.207520
	Iteration 1F: 3 clusters Score -4617106 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -4617529.000000 Penalty: 5130.207520
	Iteration 2Q: 3 clusters Score -4617529 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4617894.000000 Penalty: 5130.207520
	Iteration 3Q: 3 clusters Score -4617894 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -4618306.500000 Penalty: 5130.207520
	Iteration 4Q: 3 clusters Score -4618306 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4618787.000000 Penalty: 5130.207520
	Iteration 5Q: 3 clusters Score -4618787 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4619285.500000 Penalty: 5130.207520
	Iteration 6Q: 3 clusters Score -4619286 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -4619765.000000 Penalty: 5130.207520
	Iteration 7Q: 3 clusters Score -4619765 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4620262.000000 Penalty: 5130.207520
	Iteration 8Q: 3 clusters Score -4620262 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -4620787.000000 Penalty: 5130.207520
	Iteration 9Q: 3 clusters Score -4620787 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4621378.500000 Penalty: 5130.207520
	Iteration 10Q: 3 clusters Score -4621378 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -4622043.000000 Penalty: 5130.207520
	Iteration 11Q: 3 clusters Score -4622043 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -4622884.000000 Penalty: 5130.207520
	Iteration 12Q: 3 clusters Score -4622884 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4623980.000000 Penalty: 5130.207520
	Iteration 13Q: 3 clusters Score -4623980 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4625127.500000 Penalty: 5130.207520
	Iteration 14Q: 3 clusters Score -4625128 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -4625998.000000 Penalty: 5130.207520
	Iteration 15Q: 3 clusters Score -4625998 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4626625.000000 Penalty: 5130.207520
	Iteration 16Q: 3 clusters Score -4626625 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -4627041.500000 Penalty: 5130.207520
	Iteration 17Q: 3 clusters Score -4627042 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4627381.500000 Penalty: 5130.207520
	Iteration 18Q: 3 clusters Score -4627382 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -4627548.500000 Penalty: 5130.207520
	Iteration 19Q: 3 clusters Score -4627548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4627675.500000 Penalty: 5130.207520
	Iteration 20F: 3 clusters Score -4627676 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4627790.000000 Penalty: 5130.207520
	Iteration 21Q: 3 clusters Score -4627790 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4627850.500000 Penalty: 5130.207520
	Iteration 22Q: 3 clusters Score -4627850 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -4627896.500000 Penalty: 5130.207520
	Iteration 23Q: 3 clusters Score -4627896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4627942.500000 Penalty: 5130.207520
	Iteration 24Q: 3 clusters Score -4627942 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4628003.000000 Penalty: 5130.207520
	Iteration 25Q: 3 clusters Score -4628003 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -4628027.000000 Penalty: 5130.207520
	Iteration 26Q: 3 clusters Score -4628027 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -4628053.000000 Penalty: 5130.207520
	Iteration 27Q: 3 clusters Score -4628053 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -4628074.000000 Penalty: 5130.207520
	Iteration 28Q: 3 clusters Score -4628074 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -4628074.500000 Penalty: 5130.207520
	Iteration 29Q: 3 clusters Score -4628074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4628092.500000 Penalty: 5130.207520
	Iteration 30Q: 3 clusters Score -4628092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4628118.000000 Penalty: 5130.207520
	Iteration 31Q: 3 clusters Score -4628118 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4628135.000000 Penalty: 5130.207520
	Iteration 32Q: 3 clusters Score -4628135 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4628144.000000 Penalty: 5130.207520
	Iteration 33Q: 3 clusters Score -4628144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -4628172.500000 Penalty: 5130.207520
	Iteration 34Q: 3 clusters Score -4628172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4628191.500000 Penalty: 5130.207520
	Iteration 35Q: 3 clusters Score -4628192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4628209.000000 Penalty: 5130.207520
	Iteration 36Q: 3 clusters Score -4628209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4628219.000000 Penalty: 5130.207520
	Iteration 37Q: 3 clusters Score -4628219 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4628229.000000 Penalty: 5130.207520
	Iteration 38Q: 3 clusters Score -4628229 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4628244.500000 Penalty: 5130.207520
	Iteration 39Q: 3 clusters Score -4628244 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4628270.500000 Penalty: 5130.207520
	Iteration 40F: 3 clusters Score -4628270 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4628286.500000 Penalty: 5130.207520
	Iteration 41Q: 3 clusters Score -4628286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4628304.500000 Penalty: 5130.207520
	Iteration 42Q: 3 clusters Score -4628304 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -4628340.000000 Penalty: 5130.207520
	Iteration 43Q: 3 clusters Score -4628340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4628356.000000 Penalty: 5130.207520
	Iteration 44Q: 3 clusters Score -4628356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -4628355.500000 Penalty: 5130.207520
	Iteration 45Q: 3 clusters Score -4628356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4628363.000000 Penalty: 5130.207520
	Iteration 46Q: 3 clusters Score -4628363 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4628400.000000 Penalty: 5130.207520
	Iteration 47Q: 3 clusters Score -4628400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -4628430.000000 Penalty: 5130.207520
	Iteration 48Q: 3 clusters Score -4628430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4628458.500000 Penalty: 5130.207520
	Iteration 49Q: 3 clusters Score -4628458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4628472.500000 Penalty: 5130.207520
	Iteration 50Q: 3 clusters Score -4628472 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4628486.500000 Penalty: 5130.207520
	Iteration 51Q: 3 clusters Score -4628486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4628505.500000 Penalty: 5130.207520
	Iteration 52Q: 3 clusters Score -4628506 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -4628540.500000 Penalty: 5130.207520
	Iteration 53Q: 3 clusters Score -4628540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4628579.500000 Penalty: 5130.207520
	Iteration 54Q: 3 clusters Score -4628580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4628590.000000 Penalty: 5130.207520
	Iteration 55Q: 3 clusters Score -4628590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -4628602.000000 Penalty: 5130.207520
	Iteration 56Q: 3 clusters Score -4628602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4628622.000000 Penalty: 5130.207520
	Iteration 57Q: 3 clusters Score -4628622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -4628636.000000 Penalty: 5130.207520
	Iteration 58Q: 3 clusters Score -4628636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4628665.000000 Penalty: 5130.207520
	Iteration 59Q: 3 clusters Score -4628665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4628684.500000 Penalty: 5130.207520
	Iteration 60F: 3 clusters Score -4628684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4628696.000000 Penalty: 5130.207520
	Iteration 61Q: 3 clusters Score -4628696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4628720.500000 Penalty: 5130.207520
	Iteration 62Q: 3 clusters Score -4628720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4628745.000000 Penalty: 5130.207520
	Iteration 63Q: 3 clusters Score -4628745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4628755.000000 Penalty: 5130.207520
	Iteration 64Q: 3 clusters Score -4628755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4628764.500000 Penalty: 5130.207520
	Iteration 65Q: 3 clusters Score -4628764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4628782.000000 Penalty: 5130.207520
	Iteration 66Q: 3 clusters Score -4628782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4628805.000000 Penalty: 5130.207520
	Iteration 67Q: 3 clusters Score -4628805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4628823.500000 Penalty: 5130.207520
	Iteration 68Q: 3 clusters Score -4628824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4628839.500000 Penalty: 5130.207520
	Iteration 69Q: 3 clusters Score -4628840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4628860.000000 Penalty: 5130.207520
	Iteration 70Q: 3 clusters Score -4628860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4628871.000000 Penalty: 5130.207520
	Iteration 71Q: 3 clusters Score -4628871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4628895.500000 Penalty: 5130.207520
	Iteration 72Q: 3 clusters Score -4628896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4628898.500000 Penalty: 5130.207520
	Iteration 73Q: 3 clusters Score -4628898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -4628927.500000 Penalty: 5130.207520
	Iteration 74Q: 3 clusters Score -4628928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4628928.000000 Penalty: 5130.207520
	Iteration 75Q: 3 clusters Score -4628928 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4628941.000000 Penalty: 5130.207520
	Iteration 76Q: 3 clusters Score -4628941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4628954.500000 Penalty: 5130.207520
	Iteration 77Q: 3 clusters Score -4628954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4628961.000000 Penalty: 5130.207520
	Iteration 78Q: 3 clusters Score -4628961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4628972.000000 Penalty: 5130.207520
	Iteration 79Q: 3 clusters Score -4628972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4628994.000000 Penalty: 5130.207520
	Iteration 80F: 3 clusters Score -4628994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4628999.500000 Penalty: 5130.207520
	Iteration 81Q: 3 clusters Score -4629000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4628998.500000 Penalty: 5130.207520
	Iteration 82Q: 3 clusters Score -4628998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4629005.000000 Penalty: 5130.207520
	Iteration 83Q: 3 clusters Score -4629005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4629019.500000 Penalty: 5130.207520
	Iteration 84Q: 3 clusters Score -4629020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4629020.500000 Penalty: 5130.207520
	Iteration 85Q: 3 clusters Score -4629020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4629017.500000 Penalty: 5130.207520
	Iteration 86Q: 3 clusters Score -4629018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4629027.500000 Penalty: 5130.207520
	Iteration 87Q: 3 clusters Score -4629028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4629038.500000 Penalty: 5130.207520
	Iteration 88Q: 3 clusters Score -4629038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4629036.500000 Penalty: 5130.207520
	Iteration 89Q: 3 clusters Score -4629036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4629041.000000 Penalty: 5130.207520
	Iteration 90Q: 3 clusters Score -4629041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4629054.500000 Penalty: 5130.207520
	Iteration 91Q: 3 clusters Score -4629054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4629048.500000 Penalty: 5130.207520
	Iteration 92Q: 3 clusters Score -4629048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4629059.000000 Penalty: 5130.207520
	Iteration 93Q: 3 clusters Score -4629059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4629060.500000 Penalty: 5130.207520
	Iteration 94Q: 3 clusters Score -4629060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4629076.000000 Penalty: 5130.207520
	Iteration 95Q: 3 clusters Score -4629076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4629089.500000 Penalty: 5130.207520
	Iteration 96Q: 3 clusters Score -4629090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4629081.500000 Penalty: 5130.207520
	Iteration 97Q: 3 clusters Score -4629082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4629088.500000 Penalty: 5130.207520
	Iteration 98Q: 3 clusters Score -4629088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4629080.500000 Penalty: 5130.207520
	Iteration 99Q: 3 clusters Score -4629080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4629083.000000 Penalty: 5130.207520
	Iteration 100F: 3 clusters Score -4629083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4629082.500000 Penalty: 5130.207520
	Iteration 101Q: 3 clusters Score -4629082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4629083.500000 Penalty: 5130.207520
	Iteration 102Q: 3 clusters Score -4629084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4629091.000000 Penalty: 5130.207520
	Iteration 103Q: 3 clusters Score -4629091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4629097.000000 Penalty: 5130.207520
	Iteration 104Q: 3 clusters Score -4629097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4629093.500000 Penalty: 5130.207520
	Iteration 105Q: 3 clusters Score -4629094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4629099.000000 Penalty: 5130.207520
	Iteration 106Q: 3 clusters Score -4629099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4629099.500000 Penalty: 5130.207520
	Iteration 107Q: 3 clusters Score -4629100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4629099.500000 Penalty: 5130.207520
	Iteration 108F: 3 clusters Score -4629100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -212608.703125 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -212608.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -210318.031250 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -210318 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210688.265625 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -210688.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -210807.828125 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -210807.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -210865.375000 Penalty: 3618.347900
	Iteration 3Q: 3 clusters Score -210865.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210898.828125 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -210898.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210925.218750 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -210925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -210931.765625 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -210931.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210941.140625 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -210941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210943.968750 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -210944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210946.953125 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -210947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210947.609375 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -210947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210949.578125 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -210949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210950.437500 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -210950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -210952.937500 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -210952.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -210953.203125 Penalty: 3618.347900
	Iteration 14Q: 3 clusters Score -210953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210954.937500 Penalty: 3618.347900
	Iteration 15Q: 3 clusters Score -210954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -210954.937500 Penalty: 3618.347900
	Iteration 16F: 3 clusters Score -210954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Entering Unmasked Estep 
Score: -1884627.250000 Penalty: 2341.932373
	Iteration 0F: 2 clusters Score -1884627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1875254.875000 Penalty: 4683.864746
	Iteration 0F: 3 clusters Score -1875255 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1878022.875000 Penalty: 4683.864746
	Iteration 1F: 3 clusters Score -1878023 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1878409.750000 Penalty: 4683.864746
	Iteration 2F: 3 clusters Score -1878410 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1878680.500000 Penalty: 4683.864746
	Iteration 3F: 3 clusters Score -1878680 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1878901.500000 Penalty: 4683.864746
	Iteration 4Q: 3 clusters Score -1878902 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1879076.875000 Penalty: 4683.864746
	Iteration 5Q: 3 clusters Score -1879077 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1879220.375000 Penalty: 4683.864746
	Iteration 6Q: 3 clusters Score -1879220 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1879361.750000 Penalty: 4683.864746
	Iteration 7Q: 3 clusters Score -1879362 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1879484.000000 Penalty: 4683.864746
	Iteration 8Q: 3 clusters Score -1879484 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1879593.500000 Penalty: 4683.864746
	Iteration 9Q: 3 clusters Score -1879594 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1879691.125000 Penalty: 4683.864746
	Iteration 10Q: 3 clusters Score -1879691 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1879755.125000 Penalty: 4683.864746
	Iteration 11Q: 3 clusters Score -1879755 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1879817.000000 Penalty: 4683.864746
	Iteration 12Q: 3 clusters Score -1879817 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1879879.000000 Penalty: 4683.864746
	Iteration 13Q: 3 clusters Score -1879879 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1879946.625000 Penalty: 4683.864746
	Iteration 14Q: 3 clusters Score -1879947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1879994.750000 Penalty: 4683.864746
	Iteration 15Q: 3 clusters Score -1879995 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1880046.000000 Penalty: 4683.864746
	Iteration 16Q: 3 clusters Score -1880046 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1880111.625000 Penalty: 4683.864746
	Iteration 17Q: 3 clusters Score -1880112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1880182.000000 Penalty: 4683.864746
	Iteration 18Q: 3 clusters Score -1880182 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1880264.625000 Penalty: 4683.864746
	Iteration 19Q: 3 clusters Score -1880265 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1880388.375000 Penalty: 4683.864746
	Iteration 20F: 3 clusters Score -1880388 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1880553.875000 Penalty: 4683.864746
	Iteration 21Q: 3 clusters Score -1880554 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1880777.000000 Penalty: 4683.864746
	Iteration 22Q: 3 clusters Score -1880777 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1881077.875000 Penalty: 4683.864746
	Iteration 23Q: 3 clusters Score -1881078 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1881433.000000 Penalty: 4683.864746
	Iteration 24Q: 3 clusters Score -1881433 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1881812.750000 Penalty: 4683.864746
	Iteration 25Q: 3 clusters Score -1881813 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1882111.250000 Penalty: 4683.864746
	Iteration 26Q: 3 clusters Score -1882111 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1882300.750000 Penalty: 4683.864746
	Iteration 27Q: 3 clusters Score -1882301 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1882413.375000 Penalty: 4683.864746
	Iteration 28Q: 3 clusters Score -1882413 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1882489.375000 Penalty: 4683.864746
	Iteration 29Q: 3 clusters Score -1882489 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1882550.875000 Penalty: 4683.864746
	Iteration 30Q: 3 clusters Score -1882551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1882595.500000 Penalty: 4683.864746
	Iteration 31Q: 3 clusters Score -1882596 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1882633.375000 Penalty: 4683.864746
	Iteration 32Q: 3 clusters Score -1882633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1882660.250000 Penalty: 4683.864746
	Iteration 33Q: 3 clusters Score -1882660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1882671.125000 Penalty: 4683.864746
	Iteration 34Q: 3 clusters Score -1882671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1882682.250000 Penalty: 4683.864746
	Iteration 35Q: 3 clusters Score -1882682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1882691.750000 Penalty: 4683.864746
	Iteration 36Q: 3 clusters Score -1882692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1882698.875000 Penalty: 4683.864746
	Iteration 37Q: 3 clusters Score -1882699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1882707.000000 Penalty: 4683.864746
	Iteration 38Q: 3 clusters Score -1882707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1882713.750000 Penalty: 4683.864746
	Iteration 39Q: 3 clusters Score -1882714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1882713.000000 Penalty: 4683.864746
	Iteration 40F: 3 clusters Score -1882713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1882715.375000 Penalty: 4683.864746
	Iteration 41Q: 3 clusters Score -1882715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1882717.625000 Penalty: 4683.864746
	Iteration 42Q: 3 clusters Score -1882718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1882722.500000 Penalty: 4683.864746
	Iteration 43Q: 3 clusters Score -1882722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1882728.750000 Penalty: 4683.864746
	Iteration 44Q: 3 clusters Score -1882729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1882736.500000 Penalty: 4683.864746
	Iteration 45Q: 3 clusters Score -1882736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1882737.000000 Penalty: 4683.864746
	Iteration 46Q: 3 clusters Score -1882737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1882741.625000 Penalty: 4683.864746
	Iteration 47Q: 3 clusters Score -1882742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1882746.250000 Penalty: 4683.864746
	Iteration 48Q: 3 clusters Score -1882746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1882749.000000 Penalty: 4683.864746
	Iteration 49Q: 3 clusters Score -1882749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1882752.750000 Penalty: 4683.864746
	Iteration 50Q: 3 clusters Score -1882753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1882750.125000 Penalty: 4683.864746
	Iteration 51Q: 3 clusters Score -1882750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1882757.875000 Penalty: 4683.864746
	Iteration 52Q: 3 clusters Score -1882758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1882762.125000 Penalty: 4683.864746
	Iteration 53Q: 3 clusters Score -1882762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1882763.250000 Penalty: 4683.864746
	Iteration 54Q: 3 clusters Score -1882763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1882763.875000 Penalty: 4683.864746
	Iteration 55Q: 3 clusters Score -1882764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1882765.125000 Penalty: 4683.864746
	Iteration 56Q: 3 clusters Score -1882765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1882766.375000 Penalty: 4683.864746
	Iteration 57Q: 3 clusters Score -1882766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1882764.375000 Penalty: 4683.864746
	Iteration 58Q: 3 clusters Score -1882764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1882767.375000 Penalty: 4683.864746
	Iteration 59Q: 3 clusters Score -1882767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1882770.875000 Penalty: 4683.864746
	Iteration 60F: 3 clusters Score -1882771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1882772.625000 Penalty: 4683.864746
	Iteration 61Q: 3 clusters Score -1882773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1882774.000000 Penalty: 4683.864746
	Iteration 62Q: 3 clusters Score -1882774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1882777.375000 Penalty: 4683.864746
	Iteration 63Q: 3 clusters Score -1882777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1882782.500000 Penalty: 4683.864746
	Iteration 64Q: 3 clusters Score -1882782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1882780.000000 Penalty: 4683.864746
	Iteration 65Q: 3 clusters Score -1882780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1882782.250000 Penalty: 4683.864746
	Iteration 66Q: 3 clusters Score -1882782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1882782.125000 Penalty: 4683.864746
	Iteration 67Q: 3 clusters Score -1882782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1882781.250000 Penalty: 4683.864746
	Iteration 68Q: 3 clusters Score -1882781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1882781.250000 Penalty: 4683.864746
	Iteration 69F: 3 clusters Score -1882781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18969.220703 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -18969.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19113.648438 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19113.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19256.072266 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19256.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19400.751953 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -19400.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19562.175781 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -19562.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19667.500000 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -19667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19716.421875 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -19716.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19762.056641 Penalty: 2625.479248
	Iteration 7Q: 3 clusters Score -19762.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19765.773438 Penalty: 2625.479248
	Iteration 8Q: 3 clusters Score -19765.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19765.773438 Penalty: 2625.479248
	Iteration 9F: 3 clusters Score -19765.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61116 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 96629 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 31044 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12623 members 
Mstep: Class 31 contains 71 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10842 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12833 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9553 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35666 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9861 members 
Mstep: Class 48 contains 128 members 
Entering Unmasked Estep 
Score: -115056176.000000 Penalty: 161847.281250
Splitting cluster 31 changes total score from -115057224.000000 to -115056176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -437137.750000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -437137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -433882.125000 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -433882.1 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -434522.812500 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -434522.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -434678.843750 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -434678.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -434755.593750 Penalty: 3957.751953
	Iteration 3Q: 3 clusters Score -434755.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -434807.125000 Penalty: 3957.751953
	Iteration 4Q: 3 clusters Score -434807.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -434833.218750 Penalty: 3957.751953
	Iteration 5Q: 3 clusters Score -434833.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -434856.406250 Penalty: 3957.751953
	Iteration 6Q: 3 clusters Score -434856.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -434883.781250 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -434883.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -434900.468750 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -434900.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -434909.250000 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -434909.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -434916.593750 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -434916.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -434920.062500 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -434920.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -434924.718750 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -434924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -434926.468750 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -434926.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -434928.906250 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -434928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -434933.625000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -434933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -434935.968750 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -434936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -434937.156250 Penalty: 3957.751953
	Iteration 17Q: 3 clusters Score -434937.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -434938.343750 Penalty: 3957.751953
	Iteration 18Q: 3 clusters Score -434938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -434940.593750 Penalty: 3957.751953
	Iteration 19Q: 3 clusters Score -434940.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -434944.468750 Penalty: 3957.751953
	Iteration 20F: 3 clusters Score -434944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -434945.687500 Penalty: 3957.751953
	Iteration 21Q: 3 clusters Score -434945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -434945.906250 Penalty: 3957.751953
	Iteration 22Q: 3 clusters Score -434945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -434946.125000 Penalty: 3957.751953
	Iteration 23Q: 3 clusters Score -434946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -434947.031250 Penalty: 3957.751953
	Iteration 24Q: 3 clusters Score -434947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -434949.093750 Penalty: 3957.751953
	Iteration 25Q: 3 clusters Score -434949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -434948.750000 Penalty: 3957.751953
	Iteration 26Q: 3 clusters Score -434948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -434949.875000 Penalty: 3957.751953
	Iteration 27Q: 3 clusters Score -434949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -434950.218750 Penalty: 3957.751953
	Iteration 28Q: 3 clusters Score -434950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -434950.156250 Penalty: 3957.751953
	Iteration 29Q: 3 clusters Score -434950.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -434950.156250 Penalty: 3957.751953
	Iteration 30F: 3 clusters Score -434950.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Entering Unmasked Estep 
Score: -1531421.625000 Penalty: 2304.213379
	Iteration 0F: 2 clusters Score -1531422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1523161.125000 Penalty: 4608.426758
	Iteration 0F: 3 clusters Score -1523161 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1525650.250000 Penalty: 4608.426758
	Iteration 1F: 3 clusters Score -1525650 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1526139.000000 Penalty: 4608.426758
	Iteration 2F: 3 clusters Score -1526139 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1526622.000000 Penalty: 4608.426758
	Iteration 3F: 3 clusters Score -1526622 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1527142.375000 Penalty: 4608.426758
	Iteration 4F: 3 clusters Score -1527142 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1527637.875000 Penalty: 4608.426758
	Iteration 5F: 3 clusters Score -1527638 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1528146.625000 Penalty: 4608.426758
	Iteration 6F: 3 clusters Score -1528147 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1528584.625000 Penalty: 4608.426758
	Iteration 7Q: 3 clusters Score -1528585 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1528988.125000 Penalty: 4608.426758
	Iteration 8Q: 3 clusters Score -1528988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1529362.875000 Penalty: 4608.426758
	Iteration 9Q: 3 clusters Score -1529363 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1529629.750000 Penalty: 4608.426758
	Iteration 10Q: 3 clusters Score -1529630 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1529804.250000 Penalty: 4608.426758
	Iteration 11Q: 3 clusters Score -1529804 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1529911.125000 Penalty: 4608.426758
	Iteration 12Q: 3 clusters Score -1529911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1529968.000000 Penalty: 4608.426758
	Iteration 13Q: 3 clusters Score -1529968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1529993.250000 Penalty: 4608.426758
	Iteration 14Q: 3 clusters Score -1529993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1530016.875000 Penalty: 4608.426758
	Iteration 15Q: 3 clusters Score -1530017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1530034.000000 Penalty: 4608.426758
	Iteration 16Q: 3 clusters Score -1530034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1530047.375000 Penalty: 4608.426758
	Iteration 17Q: 3 clusters Score -1530047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1530059.375000 Penalty: 4608.426758
	Iteration 18Q: 3 clusters Score -1530059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1530066.125000 Penalty: 4608.426758
	Iteration 19Q: 3 clusters Score -1530066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1530070.500000 Penalty: 4608.426758
	Iteration 20F: 3 clusters Score -1530070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1530073.625000 Penalty: 4608.426758
	Iteration 21Q: 3 clusters Score -1530074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1530079.625000 Penalty: 4608.426758
	Iteration 22Q: 3 clusters Score -1530080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1530085.000000 Penalty: 4608.426758
	Iteration 23Q: 3 clusters Score -1530085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1530087.125000 Penalty: 4608.426758
	Iteration 24Q: 3 clusters Score -1530087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1530090.125000 Penalty: 4608.426758
	Iteration 25Q: 3 clusters Score -1530090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1530094.000000 Penalty: 4608.426758
	Iteration 26Q: 3 clusters Score -1530094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1530093.375000 Penalty: 4608.426758
	Iteration 27Q: 3 clusters Score -1530093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1530095.000000 Penalty: 4608.426758
	Iteration 28Q: 3 clusters Score -1530095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1530095.625000 Penalty: 4608.426758
	Iteration 29Q: 3 clusters Score -1530096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1530095.375000 Penalty: 4608.426758
	Iteration 30Q: 3 clusters Score -1530095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1530100.125000 Penalty: 4608.426758
	Iteration 31Q: 3 clusters Score -1530100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1530098.250000 Penalty: 4608.426758
	Iteration 32Q: 3 clusters Score -1530098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1530097.500000 Penalty: 4608.426758
	Iteration 33Q: 3 clusters Score -1530098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1530099.375000 Penalty: 4608.426758
	Iteration 34Q: 3 clusters Score -1530099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1530095.625000 Penalty: 4608.426758
	Iteration 35Q: 3 clusters Score -1530096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1530100.625000 Penalty: 4608.426758
	Iteration 36Q: 3 clusters Score -1530101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1530101.750000 Penalty: 4608.426758
	Iteration 37Q: 3 clusters Score -1530102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1530101.750000 Penalty: 4608.426758
	Iteration 38F: 3 clusters Score -1530102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Entering Unmasked Estep 
Score: -2558315.250000 Penalty: 2435.413086
	Iteration 0F: 2 clusters Score -2558315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2545293.500000 Penalty: 4870.826172
	Iteration 0F: 3 clusters Score -2545294 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2550312.000000 Penalty: 4870.826172
	Iteration 1F: 3 clusters Score -2550312 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2551707.000000 Penalty: 4870.826172
	Iteration 2F: 3 clusters Score -2551707 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2553003.750000 Penalty: 4870.826172
	Iteration 3F: 3 clusters Score -2553004 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2554030.000000 Penalty: 4870.826172
	Iteration 4F: 3 clusters Score -2554030 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2554622.250000 Penalty: 4870.826172
	Iteration 5F: 3 clusters Score -2554622 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2554986.750000 Penalty: 4870.826172
	Iteration 6Q: 3 clusters Score -2554987 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2555215.750000 Penalty: 4870.826172
	Iteration 7Q: 3 clusters Score -2555216 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2555380.750000 Penalty: 4870.826172
	Iteration 8Q: 3 clusters Score -2555381 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2555524.000000 Penalty: 4870.826172
	Iteration 9Q: 3 clusters Score -2555524 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -2555670.500000 Penalty: 4870.826172
	Iteration 10Q: 3 clusters Score -2555670 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2555805.750000 Penalty: 4870.826172
	Iteration 11Q: 3 clusters Score -2555806 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2555935.000000 Penalty: 4870.826172
	Iteration 12Q: 3 clusters Score -2555935 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2556071.500000 Penalty: 4870.826172
	Iteration 13Q: 3 clusters Score -2556072 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2556238.000000 Penalty: 4870.826172
	Iteration 14Q: 3 clusters Score -2556238 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2556370.750000 Penalty: 4870.826172
	Iteration 15Q: 3 clusters Score -2556371 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2556514.500000 Penalty: 4870.826172
	Iteration 16Q: 3 clusters Score -2556514 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2556659.000000 Penalty: 4870.826172
	Iteration 17Q: 3 clusters Score -2556659 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2556777.000000 Penalty: 4870.826172
	Iteration 18Q: 3 clusters Score -2556777 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2556882.250000 Penalty: 4870.826172
	Iteration 19Q: 3 clusters Score -2556882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2556964.750000 Penalty: 4870.826172
	Iteration 20F: 3 clusters Score -2556965 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2557035.000000 Penalty: 4870.826172
	Iteration 21Q: 3 clusters Score -2557035 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2557093.250000 Penalty: 4870.826172
	Iteration 22Q: 3 clusters Score -2557093 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2557138.500000 Penalty: 4870.826172
	Iteration 23Q: 3 clusters Score -2557138 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2557182.250000 Penalty: 4870.826172
	Iteration 24Q: 3 clusters Score -2557182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2557209.250000 Penalty: 4870.826172
	Iteration 25Q: 3 clusters Score -2557209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2557234.500000 Penalty: 4870.826172
	Iteration 26Q: 3 clusters Score -2557234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -2557249.250000 Penalty: 4870.826172
	Iteration 27Q: 3 clusters Score -2557249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2557248.500000 Penalty: 4870.826172
	Iteration 28Q: 3 clusters Score -2557248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2557253.250000 Penalty: 4870.826172
	Iteration 29Q: 3 clusters Score -2557253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2557260.500000 Penalty: 4870.826172
	Iteration 30Q: 3 clusters Score -2557260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2557265.750000 Penalty: 4870.826172
	Iteration 31Q: 3 clusters Score -2557266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2557272.250000 Penalty: 4870.826172
	Iteration 32Q: 3 clusters Score -2557272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2557274.250000 Penalty: 4870.826172
	Iteration 33Q: 3 clusters Score -2557274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2557272.250000 Penalty: 4870.826172
	Iteration 34Q: 3 clusters Score -2557272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2557271.250000 Penalty: 4870.826172
	Iteration 35Q: 3 clusters Score -2557271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2557273.750000 Penalty: 4870.826172
	Iteration 36Q: 3 clusters Score -2557274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2557273.500000 Penalty: 4870.826172
	Iteration 37Q: 3 clusters Score -2557274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2557274.500000 Penalty: 4870.826172
	Iteration 38Q: 3 clusters Score -2557274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2557275.250000 Penalty: 4870.826172
	Iteration 39Q: 3 clusters Score -2557275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2557277.000000 Penalty: 4870.826172
	Iteration 40F: 3 clusters Score -2557277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2557275.500000 Penalty: 4870.826172
	Iteration 41Q: 3 clusters Score -2557276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -2557277.000000 Penalty: 4870.826172
	Iteration 42Q: 3 clusters Score -2557277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2557278.500000 Penalty: 4870.826172
	Iteration 43Q: 3 clusters Score -2557278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2557280.750000 Penalty: 4870.826172
	Iteration 44Q: 3 clusters Score -2557281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2557280.000000 Penalty: 4870.826172
	Iteration 45Q: 3 clusters Score -2557280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2557274.500000 Penalty: 4870.826172
	Iteration 46Q: 3 clusters Score -2557274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2557276.250000 Penalty: 4870.826172
	Iteration 47Q: 3 clusters Score -2557276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2557277.750000 Penalty: 4870.826172
	Iteration 48Q: 3 clusters Score -2557278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2557283.000000 Penalty: 4870.826172
	Iteration 49Q: 3 clusters Score -2557283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2557283.000000 Penalty: 4870.826172
	Iteration 50Q: 3 clusters Score -2557283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2557284.750000 Penalty: 4870.826172
	Iteration 51Q: 3 clusters Score -2557285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2557284.250000 Penalty: 4870.826172
	Iteration 52Q: 3 clusters Score -2557284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2557284.000000 Penalty: 4870.826172
	Iteration 53Q: 3 clusters Score -2557284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2557285.000000 Penalty: 4870.826172
	Iteration 54Q: 3 clusters Score -2557285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2557285.000000 Penalty: 4870.826172
	Iteration 55F: 3 clusters Score -2557285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -218889.375000 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -218889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -216588.718750 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -216588.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -216990.328125 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -216990.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -217108.437500 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -217108.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -217221.593750 Penalty: 3642.339355
	Iteration 3Q: 3 clusters Score -217221.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -217294.734375 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -217294.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -217379.546875 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -217379.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -217487.015625 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -217487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -217564.078125 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -217564.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -217608.109375 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -217608.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -217640.062500 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -217640.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -217663.578125 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -217663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -217684.515625 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -217684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -217694.546875 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -217694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -217713.640625 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -217713.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -217724.687500 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -217724.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -217741.578125 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -217741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -217764.343750 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -217764.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -217783.500000 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -217783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -217787.156250 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -217787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -217790.625000 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -217790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -217792.312500 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -217792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -217793.656250 Penalty: 3642.339355
	Iteration 21Q: 3 clusters Score -217793.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -217795.671875 Penalty: 3642.339355
	Iteration 22Q: 3 clusters Score -217795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -217800.187500 Penalty: 3642.339355
	Iteration 23Q: 3 clusters Score -217800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -217804.390625 Penalty: 3642.339355
	Iteration 24Q: 3 clusters Score -217804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -217808.203125 Penalty: 3642.339355
	Iteration 25Q: 3 clusters Score -217808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -217808.203125 Penalty: 3642.339355
	Iteration 26F: 3 clusters Score -217808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -48090.445312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -48090.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46730.515625 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -46730.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46910.750000 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -46910.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46965.214844 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -46965.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46986.476562 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -46986.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47009.261719 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -47009.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47021.414062 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -47021.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47026.535156 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -47026.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47036.246094 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -47036.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47043.531250 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -47043.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47046.789062 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -47046.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47049.847656 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -47049.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47054.847656 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -47054.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47054.847656 Penalty: 2961.745850
	Iteration 12F: 3 clusters Score -47054.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1902246.750000 Penalty: 2346.024170
	Iteration 0F: 2 clusters Score -1902247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1892789.375000 Penalty: 4692.048340
	Iteration 0F: 3 clusters Score -1892789 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1895682.375000 Penalty: 4692.048340
	Iteration 1F: 3 clusters Score -1895682 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1896103.250000 Penalty: 4692.048340
	Iteration 2F: 3 clusters Score -1896103 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1896429.875000 Penalty: 4692.048340
	Iteration 3F: 3 clusters Score -1896430 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1896706.375000 Penalty: 4692.048340
	Iteration 4Q: 3 clusters Score -1896706 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1896949.250000 Penalty: 4692.048340
	Iteration 5Q: 3 clusters Score -1896949 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1897160.000000 Penalty: 4692.048340
	Iteration 6Q: 3 clusters Score -1897160 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1897363.000000 Penalty: 4692.048340
	Iteration 7Q: 3 clusters Score -1897363 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1897584.250000 Penalty: 4692.048340
	Iteration 8Q: 3 clusters Score -1897584 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1897794.125000 Penalty: 4692.048340
	Iteration 9Q: 3 clusters Score -1897794 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1898041.500000 Penalty: 4692.048340
	Iteration 10Q: 3 clusters Score -1898042 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1898307.500000 Penalty: 4692.048340
	Iteration 11Q: 3 clusters Score -1898308 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1898552.250000 Penalty: 4692.048340
	Iteration 12Q: 3 clusters Score -1898552 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1898835.250000 Penalty: 4692.048340
	Iteration 13Q: 3 clusters Score -1898835 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1899122.125000 Penalty: 4692.048340
	Iteration 14Q: 3 clusters Score -1899122 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1899365.000000 Penalty: 4692.048340
	Iteration 15Q: 3 clusters Score -1899365 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1899574.500000 Penalty: 4692.048340
	Iteration 16Q: 3 clusters Score -1899574 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1899736.875000 Penalty: 4692.048340
	Iteration 17Q: 3 clusters Score -1899737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1899864.625000 Penalty: 4692.048340
	Iteration 18Q: 3 clusters Score -1899865 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1899992.750000 Penalty: 4692.048340
	Iteration 19Q: 3 clusters Score -1899993 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1900103.375000 Penalty: 4692.048340
	Iteration 20F: 3 clusters Score -1900103 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1900190.500000 Penalty: 4692.048340
	Iteration 21Q: 3 clusters Score -1900190 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1900249.625000 Penalty: 4692.048340
	Iteration 22Q: 3 clusters Score -1900250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1900299.500000 Penalty: 4692.048340
	Iteration 23Q: 3 clusters Score -1900300 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1900335.250000 Penalty: 4692.048340
	Iteration 24Q: 3 clusters Score -1900335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1900368.375000 Penalty: 4692.048340
	Iteration 25Q: 3 clusters Score -1900368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1900397.875000 Penalty: 4692.048340
	Iteration 26Q: 3 clusters Score -1900398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1900419.000000 Penalty: 4692.048340
	Iteration 27Q: 3 clusters Score -1900419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1900445.750000 Penalty: 4692.048340
	Iteration 28Q: 3 clusters Score -1900446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1900468.125000 Penalty: 4692.048340
	Iteration 29Q: 3 clusters Score -1900468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1900496.000000 Penalty: 4692.048340
	Iteration 30Q: 3 clusters Score -1900496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1900510.250000 Penalty: 4692.048340
	Iteration 31Q: 3 clusters Score -1900510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1900531.125000 Penalty: 4692.048340
	Iteration 32Q: 3 clusters Score -1900531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1900548.625000 Penalty: 4692.048340
	Iteration 33Q: 3 clusters Score -1900549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1900562.375000 Penalty: 4692.048340
	Iteration 34Q: 3 clusters Score -1900562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1900569.625000 Penalty: 4692.048340
	Iteration 35Q: 3 clusters Score -1900570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1900577.125000 Penalty: 4692.048340
	Iteration 36Q: 3 clusters Score -1900577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1900581.375000 Penalty: 4692.048340
	Iteration 37Q: 3 clusters Score -1900581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1900588.625000 Penalty: 4692.048340
	Iteration 38Q: 3 clusters Score -1900589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1900603.500000 Penalty: 4692.048340
	Iteration 39Q: 3 clusters Score -1900604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1900615.375000 Penalty: 4692.048340
	Iteration 40F: 3 clusters Score -1900615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1900625.000000 Penalty: 4692.048340
	Iteration 41Q: 3 clusters Score -1900625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1900627.875000 Penalty: 4692.048340
	Iteration 42Q: 3 clusters Score -1900628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1900636.125000 Penalty: 4692.048340
	Iteration 43Q: 3 clusters Score -1900636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1900644.250000 Penalty: 4692.048340
	Iteration 44Q: 3 clusters Score -1900644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1900644.750000 Penalty: 4692.048340
	Iteration 45Q: 3 clusters Score -1900645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1900649.625000 Penalty: 4692.048340
	Iteration 46Q: 3 clusters Score -1900650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1900656.750000 Penalty: 4692.048340
	Iteration 47Q: 3 clusters Score -1900657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1900659.250000 Penalty: 4692.048340
	Iteration 48Q: 3 clusters Score -1900659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1900662.625000 Penalty: 4692.048340
	Iteration 49Q: 3 clusters Score -1900663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1900666.750000 Penalty: 4692.048340
	Iteration 50Q: 3 clusters Score -1900667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1900671.625000 Penalty: 4692.048340
	Iteration 51Q: 3 clusters Score -1900672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1900677.500000 Penalty: 4692.048340
	Iteration 52Q: 3 clusters Score -1900678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1900681.875000 Penalty: 4692.048340
	Iteration 53Q: 3 clusters Score -1900682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1900684.125000 Penalty: 4692.048340
	Iteration 54Q: 3 clusters Score -1900684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1900691.500000 Penalty: 4692.048340
	Iteration 55Q: 3 clusters Score -1900692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1900693.125000 Penalty: 4692.048340
	Iteration 56Q: 3 clusters Score -1900693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1900696.250000 Penalty: 4692.048340
	Iteration 57Q: 3 clusters Score -1900696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1900697.250000 Penalty: 4692.048340
	Iteration 58Q: 3 clusters Score -1900697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1900700.500000 Penalty: 4692.048340
	Iteration 59Q: 3 clusters Score -1900700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1900699.625000 Penalty: 4692.048340
	Iteration 60F: 3 clusters Score -1900700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1900707.625000 Penalty: 4692.048340
	Iteration 61Q: 3 clusters Score -1900708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1900710.000000 Penalty: 4692.048340
	Iteration 62Q: 3 clusters Score -1900710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1900715.500000 Penalty: 4692.048340
	Iteration 63Q: 3 clusters Score -1900716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1900717.500000 Penalty: 4692.048340
	Iteration 64Q: 3 clusters Score -1900718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1900717.875000 Penalty: 4692.048340
	Iteration 65Q: 3 clusters Score -1900718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1900722.500000 Penalty: 4692.048340
	Iteration 66Q: 3 clusters Score -1900722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1900721.875000 Penalty: 4692.048340
	Iteration 67Q: 3 clusters Score -1900722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1900726.125000 Penalty: 4692.048340
	Iteration 68Q: 3 clusters Score -1900726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1900725.875000 Penalty: 4692.048340
	Iteration 69Q: 3 clusters Score -1900726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1900728.125000 Penalty: 4692.048340
	Iteration 70Q: 3 clusters Score -1900728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1900731.750000 Penalty: 4692.048340
	Iteration 71Q: 3 clusters Score -1900732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1900730.625000 Penalty: 4692.048340
	Iteration 72Q: 3 clusters Score -1900731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1900734.000000 Penalty: 4692.048340
	Iteration 73Q: 3 clusters Score -1900734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1900734.000000 Penalty: 4692.048340
	Iteration 74Q: 3 clusters Score -1900734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1900733.125000 Penalty: 4692.048340
	Iteration 75Q: 3 clusters Score -1900733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1900735.375000 Penalty: 4692.048340
	Iteration 76Q: 3 clusters Score -1900735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1900731.875000 Penalty: 4692.048340
	Iteration 77Q: 3 clusters Score -1900732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1900730.875000 Penalty: 4692.048340
	Iteration 78Q: 3 clusters Score -1900731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1900732.750000 Penalty: 4692.048340
	Iteration 79Q: 3 clusters Score -1900733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1900732.625000 Penalty: 4692.048340
	Iteration 80F: 3 clusters Score -1900733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -879881.375000 Penalty: 2159.947266
	Iteration 0F: 2 clusters Score -879881.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -874683.187500 Penalty: 4319.894531
	Iteration 0F: 3 clusters Score -874683.2 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -876145.062500 Penalty: 4319.894531
	Iteration 1F: 3 clusters Score -876145.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -876524.625000 Penalty: 4319.894531
	Iteration 2F: 3 clusters Score -876524.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -876812.875000 Penalty: 4319.894531
	Iteration 3F: 3 clusters Score -876812.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -877081.562500 Penalty: 4319.894531
	Iteration 4F: 3 clusters Score -877081.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -877316.250000 Penalty: 4319.894531
	Iteration 5F: 3 clusters Score -877316.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -877511.875000 Penalty: 4319.894531
	Iteration 6Q: 3 clusters Score -877511.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -877704.062500 Penalty: 4319.894531
	Iteration 7Q: 3 clusters Score -877704.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -877885.125000 Penalty: 4319.894531
	Iteration 8Q: 3 clusters Score -877885.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -878024.000000 Penalty: 4319.894531
	Iteration 9Q: 3 clusters Score -878024 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -878134.125000 Penalty: 4319.894531
	Iteration 10Q: 3 clusters Score -878134.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -878211.562500 Penalty: 4319.894531
	Iteration 11Q: 3 clusters Score -878211.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -878263.812500 Penalty: 4319.894531
	Iteration 12Q: 3 clusters Score -878263.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -878301.062500 Penalty: 4319.894531
	Iteration 13Q: 3 clusters Score -878301.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -878323.187500 Penalty: 4319.894531
	Iteration 14Q: 3 clusters Score -878323.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -878349.750000 Penalty: 4319.894531
	Iteration 15Q: 3 clusters Score -878349.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -878370.562500 Penalty: 4319.894531
	Iteration 16Q: 3 clusters Score -878370.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -878393.937500 Penalty: 4319.894531
	Iteration 17Q: 3 clusters Score -878393.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -878411.062500 Penalty: 4319.894531
	Iteration 18Q: 3 clusters Score -878411.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -878419.937500 Penalty: 4319.894531
	Iteration 19Q: 3 clusters Score -878419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -878427.000000 Penalty: 4319.894531
	Iteration 20F: 3 clusters Score -878427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -878435.000000 Penalty: 4319.894531
	Iteration 21Q: 3 clusters Score -878435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -878442.500000 Penalty: 4319.894531
	Iteration 22Q: 3 clusters Score -878442.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -878455.875000 Penalty: 4319.894531
	Iteration 23Q: 3 clusters Score -878455.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -878465.500000 Penalty: 4319.894531
	Iteration 24Q: 3 clusters Score -878465.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -878476.625000 Penalty: 4319.894531
	Iteration 25Q: 3 clusters Score -878476.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -878493.187500 Penalty: 4319.894531
	Iteration 26Q: 3 clusters Score -878493.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -878507.562500 Penalty: 4319.894531
	Iteration 27Q: 3 clusters Score -878507.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -878517.625000 Penalty: 4319.894531
	Iteration 28Q: 3 clusters Score -878517.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -878527.625000 Penalty: 4319.894531
	Iteration 29Q: 3 clusters Score -878527.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -878542.937500 Penalty: 4319.894531
	Iteration 30Q: 3 clusters Score -878542.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -878565.312500 Penalty: 4319.894531
	Iteration 31Q: 3 clusters Score -878565.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -878592.062500 Penalty: 4319.894531
	Iteration 32Q: 3 clusters Score -878592.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -878627.250000 Penalty: 4319.894531
	Iteration 33Q: 3 clusters Score -878627.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -878670.750000 Penalty: 4319.894531
	Iteration 34Q: 3 clusters Score -878670.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -878695.625000 Penalty: 4319.894531
	Iteration 35Q: 3 clusters Score -878695.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -878713.125000 Penalty: 4319.894531
	Iteration 36Q: 3 clusters Score -878713.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -878719.562500 Penalty: 4319.894531
	Iteration 37Q: 3 clusters Score -878719.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -878725.625000 Penalty: 4319.894531
	Iteration 38Q: 3 clusters Score -878725.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -878730.875000 Penalty: 4319.894531
	Iteration 39Q: 3 clusters Score -878730.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -878737.875000 Penalty: 4319.894531
	Iteration 40F: 3 clusters Score -878737.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -878745.062500 Penalty: 4319.894531
	Iteration 41Q: 3 clusters Score -878745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -878747.062500 Penalty: 4319.894531
	Iteration 42Q: 3 clusters Score -878747.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -878752.125000 Penalty: 4319.894531
	Iteration 43Q: 3 clusters Score -878752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -878758.687500 Penalty: 4319.894531
	Iteration 44Q: 3 clusters Score -878758.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -878761.437500 Penalty: 4319.894531
	Iteration 45Q: 3 clusters Score -878761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -878761.812500 Penalty: 4319.894531
	Iteration 46Q: 3 clusters Score -878761.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -878766.250000 Penalty: 4319.894531
	Iteration 47Q: 3 clusters Score -878766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -878769.687500 Penalty: 4319.894531
	Iteration 48Q: 3 clusters Score -878769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -878770.687500 Penalty: 4319.894531
	Iteration 49Q: 3 clusters Score -878770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -878775.125000 Penalty: 4319.894531
	Iteration 50Q: 3 clusters Score -878775.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -878781.125000 Penalty: 4319.894531
	Iteration 51Q: 3 clusters Score -878781.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -878789.125000 Penalty: 4319.894531
	Iteration 52Q: 3 clusters Score -878789.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -878793.937500 Penalty: 4319.894531
	Iteration 53Q: 3 clusters Score -878793.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -878797.250000 Penalty: 4319.894531
	Iteration 54Q: 3 clusters Score -878797.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -878803.687500 Penalty: 4319.894531
	Iteration 55Q: 3 clusters Score -878803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -878805.500000 Penalty: 4319.894531
	Iteration 56Q: 3 clusters Score -878805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -878811.375000 Penalty: 4319.894531
	Iteration 57Q: 3 clusters Score -878811.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -878816.125000 Penalty: 4319.894531
	Iteration 58Q: 3 clusters Score -878816.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -878823.500000 Penalty: 4319.894531
	Iteration 59Q: 3 clusters Score -878823.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -878835.625000 Penalty: 4319.894531
	Iteration 60F: 3 clusters Score -878835.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -878844.062500 Penalty: 4319.894531
	Iteration 61Q: 3 clusters Score -878844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -878851.187500 Penalty: 4319.894531
	Iteration 62Q: 3 clusters Score -878851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -878859.750000 Penalty: 4319.894531
	Iteration 63Q: 3 clusters Score -878859.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -878859.062500 Penalty: 4319.894531
	Iteration 64Q: 3 clusters Score -878859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -878863.000000 Penalty: 4319.894531
	Iteration 65Q: 3 clusters Score -878863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -878863.750000 Penalty: 4319.894531
	Iteration 66Q: 3 clusters Score -878863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -878865.312500 Penalty: 4319.894531
	Iteration 67Q: 3 clusters Score -878865.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -878867.000000 Penalty: 4319.894531
	Iteration 68Q: 3 clusters Score -878867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -878869.437500 Penalty: 4319.894531
	Iteration 69Q: 3 clusters Score -878869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -878871.875000 Penalty: 4319.894531
	Iteration 70Q: 3 clusters Score -878871.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -878877.062500 Penalty: 4319.894531
	Iteration 71Q: 3 clusters Score -878877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -878882.062500 Penalty: 4319.894531
	Iteration 72Q: 3 clusters Score -878882.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -878885.687500 Penalty: 4319.894531
	Iteration 73Q: 3 clusters Score -878885.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -878891.000000 Penalty: 4319.894531
	Iteration 74Q: 3 clusters Score -878891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -878895.062500 Penalty: 4319.894531
	Iteration 75Q: 3 clusters Score -878895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -878905.562500 Penalty: 4319.894531
	Iteration 76Q: 3 clusters Score -878905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -878916.000000 Penalty: 4319.894531
	Iteration 77Q: 3 clusters Score -878916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -878926.937500 Penalty: 4319.894531
	Iteration 78Q: 3 clusters Score -878926.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -878935.562500 Penalty: 4319.894531
	Iteration 79Q: 3 clusters Score -878935.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -878943.687500 Penalty: 4319.894531
	Iteration 80F: 3 clusters Score -878943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -878951.500000 Penalty: 4319.894531
	Iteration 81Q: 3 clusters Score -878951.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -878958.062500 Penalty: 4319.894531
	Iteration 82Q: 3 clusters Score -878958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -878967.250000 Penalty: 4319.894531
	Iteration 83Q: 3 clusters Score -878967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -878971.312500 Penalty: 4319.894531
	Iteration 84Q: 3 clusters Score -878971.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -878977.062500 Penalty: 4319.894531
	Iteration 85Q: 3 clusters Score -878977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -878979.625000 Penalty: 4319.894531
	Iteration 86Q: 3 clusters Score -878979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -878983.125000 Penalty: 4319.894531
	Iteration 87Q: 3 clusters Score -878983.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -878988.500000 Penalty: 4319.894531
	Iteration 88Q: 3 clusters Score -878988.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -878992.000000 Penalty: 4319.894531
	Iteration 89Q: 3 clusters Score -878992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -878996.250000 Penalty: 4319.894531
	Iteration 90Q: 3 clusters Score -878996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -878998.062500 Penalty: 4319.894531
	Iteration 91Q: 3 clusters Score -878998.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -878998.687500 Penalty: 4319.894531
	Iteration 92Q: 3 clusters Score -878998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -879000.375000 Penalty: 4319.894531
	Iteration 93Q: 3 clusters Score -879000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -879000.812500 Penalty: 4319.894531
	Iteration 94Q: 3 clusters Score -879000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -879001.187500 Penalty: 4319.894531
	Iteration 95Q: 3 clusters Score -879001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -879003.062500 Penalty: 4319.894531
	Iteration 96Q: 3 clusters Score -879003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -879001.937500 Penalty: 4319.894531
	Iteration 97Q: 3 clusters Score -879001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -879002.125000 Penalty: 4319.894531
	Iteration 98Q: 3 clusters Score -879002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -879002.875000 Penalty: 4319.894531
	Iteration 99Q: 3 clusters Score -879002.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -879002.875000 Penalty: 4319.894531
	Iteration 100F: 3 clusters Score -879002.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1470873.750000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1470874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1463315.750000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1463316 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1465560.750000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1465561 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1465986.500000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1465986 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1466375.875000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1466376 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1466763.875000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1466764 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1467165.250000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1467165 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1467594.375000 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1467594 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1467964.625000 Penalty: 4558.813965
	Iteration 7F: 3 clusters Score -1467965 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1468278.500000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1468278 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1468491.875000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1468492 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1468636.375000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1468636 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1468720.000000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1468720 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1468784.125000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1468784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1468820.875000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1468821 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1468854.375000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1468854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1468889.875000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1468890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1468917.875000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1468918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1468940.125000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1468940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1468964.250000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1468964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1468980.500000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1468980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1468992.250000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1468992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1469005.750000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1469006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1469021.375000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1469021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1469031.875000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1469032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1469041.250000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1469041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1469057.125000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1469057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1469064.125000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1469064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1469066.750000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1469067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1469079.375000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1469079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1469083.625000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1469084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1469095.125000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1469095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1469097.250000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1469097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1469099.750000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1469100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1469103.625000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1469104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1469109.875000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1469110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1469110.125000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1469110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1469109.625000 Penalty: 4558.813965
	Iteration 36Q: 3 clusters Score -1469110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1469116.875000 Penalty: 4558.813965
	Iteration 37Q: 3 clusters Score -1469117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1469114.500000 Penalty: 4558.813965
	Iteration 38Q: 3 clusters Score -1469114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1469118.750000 Penalty: 4558.813965
	Iteration 39Q: 3 clusters Score -1469119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1469119.250000 Penalty: 4558.813965
	Iteration 40F: 3 clusters Score -1469119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1469120.375000 Penalty: 4558.813965
	Iteration 41Q: 3 clusters Score -1469120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1469122.125000 Penalty: 4558.813965
	Iteration 42Q: 3 clusters Score -1469122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1469124.375000 Penalty: 4558.813965
	Iteration 43Q: 3 clusters Score -1469124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1469124.375000 Penalty: 4558.813965
	Iteration 44F: 3 clusters Score -1469124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -105350.976562 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -105351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103637.328125 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -103637.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104117.335938 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -104117.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104319.039062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -104319 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104469.421875 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -104469.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104538.351562 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -104538.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104578.414062 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -104578.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104627.531250 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -104627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104680.289062 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -104680.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104700.859375 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -104700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104724.039062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -104724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104753.757812 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -104753.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104783.710938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -104783.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104799.039062 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -104799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104812.976562 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -104813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104822.539062 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -104822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104839.609375 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -104839.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104855.835938 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -104855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104859.250000 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -104859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104876.484375 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -104876.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104896.992188 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -104897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104907.742188 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -104907.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104925.546875 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -104925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104933.515625 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -104933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104939.476562 Penalty: 3378.377197
	Iteration 23Q: 3 clusters Score -104939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104944.960938 Penalty: 3378.377197
	Iteration 24Q: 3 clusters Score -104945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104946.070312 Penalty: 3378.377197
	Iteration 25Q: 3 clusters Score -104946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104946.070312 Penalty: 3378.377197
	Iteration 26F: 3 clusters Score -104946.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -1005247.375000 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -1005247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -999111.812500 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -999111.8 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1001044.750000 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -1001045 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1001515.625000 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -1001516 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1001876.312500 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -1001876 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1002161.000000 Penalty: 4433.250977
	Iteration 4F: 3 clusters Score -1002161 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1002408.062500 Penalty: 4433.250977
	Iteration 5Q: 3 clusters Score -1002408 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1002597.000000 Penalty: 4433.250977
	Iteration 6Q: 3 clusters Score -1002597 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1002761.312500 Penalty: 4433.250977
	Iteration 7Q: 3 clusters Score -1002761 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1002907.375000 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -1002907 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1003053.562500 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -1003054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1003182.125000 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -1003182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1003288.375000 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -1003288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1003388.062500 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -1003388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1003477.625000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -1003478 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1003547.312500 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -1003547 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1003602.312500 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -1003602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1003635.500000 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -1003636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1003651.375000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -1003651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1003665.187500 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -1003665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1003680.125000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -1003680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1003695.562500 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -1003696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1003707.812500 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -1003708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1003720.375000 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -1003720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1003729.625000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -1003730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1003736.750000 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -1003737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1003741.812500 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -1003742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1003743.125000 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -1003743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1003748.250000 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -1003748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1003750.500000 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -1003750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1003749.562500 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -1003750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1003751.500000 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -1003752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1003753.312500 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -1003753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1003755.250000 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -1003755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1003757.250000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -1003757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1003757.250000 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -1003757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1003759.062500 Penalty: 4433.250977
	Iteration 35Q: 3 clusters Score -1003759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1003759.875000 Penalty: 4433.250977
	Iteration 36Q: 3 clusters Score -1003760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1003758.875000 Penalty: 4433.250977
	Iteration 37Q: 3 clusters Score -1003759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1003758.687500 Penalty: 4433.250977
	Iteration 38Q: 3 clusters Score -1003759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1003759.750000 Penalty: 4433.250977
	Iteration 39Q: 3 clusters Score -1003760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1003762.187500 Penalty: 4433.250977
	Iteration 40F: 3 clusters Score -1003762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1003761.687500 Penalty: 4433.250977
	Iteration 41Q: 3 clusters Score -1003762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1003761.687500 Penalty: 4433.250977
	Iteration 42F: 3 clusters Score -1003762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -86677.273438 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86677.27 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86887.421875 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86887.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -86955.359375 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -86955.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86996.796875 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -86996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87018.507812 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87018.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87033.000000 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87047.656250 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87047.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87054.875000 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -87054.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87063.851562 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -87063.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87070.601562 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -87070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87073.625000 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -87073.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87073.625000 Penalty: 3207.207764
	Iteration 11F: 3 clusters Score -87073.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Entering Unmasked Estep 
Score: -1308681.500000 Penalty: 2272.823486
	Iteration 0F: 2 clusters Score -1308682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1301244.375000 Penalty: 4545.646973
	Iteration 0F: 3 clusters Score -1301244 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1303669.250000 Penalty: 4545.646973
	Iteration 1F: 3 clusters Score -1303669 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1304308.500000 Penalty: 4545.646973
	Iteration 2F: 3 clusters Score -1304308 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1304993.750000 Penalty: 4545.646973
	Iteration 3F: 3 clusters Score -1304994 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1305649.500000 Penalty: 4545.646973
	Iteration 4F: 3 clusters Score -1305650 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1306155.750000 Penalty: 4545.646973
	Iteration 5F: 3 clusters Score -1306156 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1306511.000000 Penalty: 4545.646973
	Iteration 6F: 3 clusters Score -1306511 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1306800.750000 Penalty: 4545.646973
	Iteration 7Q: 3 clusters Score -1306801 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1307038.250000 Penalty: 4545.646973
	Iteration 8Q: 3 clusters Score -1307038 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1307234.000000 Penalty: 4545.646973
	Iteration 9Q: 3 clusters Score -1307234 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1307420.625000 Penalty: 4545.646973
	Iteration 10Q: 3 clusters Score -1307421 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1307613.875000 Penalty: 4545.646973
	Iteration 11Q: 3 clusters Score -1307614 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1307788.125000 Penalty: 4545.646973
	Iteration 12Q: 3 clusters Score -1307788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1307937.750000 Penalty: 4545.646973
	Iteration 13Q: 3 clusters Score -1307938 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1308065.875000 Penalty: 4545.646973
	Iteration 14Q: 3 clusters Score -1308066 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1308141.750000 Penalty: 4545.646973
	Iteration 15Q: 3 clusters Score -1308142 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1308196.500000 Penalty: 4545.646973
	Iteration 16Q: 3 clusters Score -1308196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1308250.625000 Penalty: 4545.646973
	Iteration 17Q: 3 clusters Score -1308251 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1308287.125000 Penalty: 4545.646973
	Iteration 18Q: 3 clusters Score -1308287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1308301.500000 Penalty: 4545.646973
	Iteration 19Q: 3 clusters Score -1308302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1308308.625000 Penalty: 4545.646973
	Iteration 20F: 3 clusters Score -1308309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1308319.125000 Penalty: 4545.646973
	Iteration 21Q: 3 clusters Score -1308319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1308319.375000 Penalty: 4545.646973
	Iteration 22Q: 3 clusters Score -1308319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1308322.750000 Penalty: 4545.646973
	Iteration 23Q: 3 clusters Score -1308323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1308323.000000 Penalty: 4545.646973
	Iteration 24Q: 3 clusters Score -1308323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1308327.750000 Penalty: 4545.646973
	Iteration 25Q: 3 clusters Score -1308328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1308328.750000 Penalty: 4545.646973
	Iteration 26Q: 3 clusters Score -1308329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1308328.000000 Penalty: 4545.646973
	Iteration 27Q: 3 clusters Score -1308328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1308329.875000 Penalty: 4545.646973
	Iteration 28Q: 3 clusters Score -1308330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1308331.250000 Penalty: 4545.646973
	Iteration 29Q: 3 clusters Score -1308331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1308330.500000 Penalty: 4545.646973
	Iteration 30Q: 3 clusters Score -1308330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1308331.125000 Penalty: 4545.646973
	Iteration 31Q: 3 clusters Score -1308331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1308333.125000 Penalty: 4545.646973
	Iteration 32Q: 3 clusters Score -1308333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1308333.875000 Penalty: 4545.646973
	Iteration 33Q: 3 clusters Score -1308334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1308333.875000 Penalty: 4545.646973
	Iteration 34F: 3 clusters Score -1308334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -167893.968750 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -167894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165831.609375 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -165831.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166222.312500 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -166222.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -166459.000000 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -166459 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166626.781250 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -166626.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -166798.140625 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -166798.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -166932.140625 Penalty: 3517.091309
	Iteration 5F: 3 clusters Score -166932.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167040.968750 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -167041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167138.140625 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -167138.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -167202.234375 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -167202.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167234.656250 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -167234.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167248.953125 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -167249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -167257.593750 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -167257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167266.906250 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -167266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -167272.406250 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -167272.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -167272.843750 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -167272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -167272.843750 Penalty: 3517.091309
	Iteration 15F: 3 clusters Score -167272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (35666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Entering Unmasked Estep 
Score: -5351154.500000 Penalty: 2599.524170
	Iteration 0F: 2 clusters Score -5351154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -5326879.000000 Penalty: 5199.048340
	Iteration 0F: 3 clusters Score -5326879 nChanged 16324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -5335731.500000 Penalty: 5199.048340
	Iteration 1F: 3 clusters Score -5335732 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5336492.000000 Penalty: 5199.048340
	Iteration 2F: 3 clusters Score -5336492 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -5337423.500000 Penalty: 5199.048340
	Iteration 3F: 3 clusters Score -5337424 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5338776.500000 Penalty: 5199.048340
	Iteration 4F: 3 clusters Score -5338776 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -5340574.000000 Penalty: 5199.048340
	Iteration 5F: 3 clusters Score -5340574 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5342677.000000 Penalty: 5199.048340
	Iteration 6F: 3 clusters Score -5342677 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5344761.000000 Penalty: 5199.048340
	Iteration 7F: 3 clusters Score -5344761 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -5346589.000000 Penalty: 5199.048340
	Iteration 8F: 3 clusters Score -5346589 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5347689.500000 Penalty: 5199.048340
	Iteration 9Q: 3 clusters Score -5347690 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5348248.000000 Penalty: 5199.048340
	Iteration 10Q: 3 clusters Score -5348248 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5348546.500000 Penalty: 5199.048340
	Iteration 11Q: 3 clusters Score -5348546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -5348707.000000 Penalty: 5199.048340
	Iteration 12Q: 3 clusters Score -5348707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5348780.500000 Penalty: 5199.048340
	Iteration 13Q: 3 clusters Score -5348780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -5348820.000000 Penalty: 5199.048340
	Iteration 14Q: 3 clusters Score -5348820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -5348849.000000 Penalty: 5199.048340
	Iteration 15Q: 3 clusters Score -5348849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -5348871.000000 Penalty: 5199.048340
	Iteration 16Q: 3 clusters Score -5348871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5348896.000000 Penalty: 5199.048340
	Iteration 17Q: 3 clusters Score -5348896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -5348909.500000 Penalty: 5199.048340
	Iteration 18Q: 3 clusters Score -5348910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -5348908.500000 Penalty: 5199.048340
	Iteration 19Q: 3 clusters Score -5348908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -5348911.000000 Penalty: 5199.048340
	Iteration 20F: 3 clusters Score -5348911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5348912.000000 Penalty: 5199.048340
	Iteration 21Q: 3 clusters Score -5348912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5348912.000000 Penalty: 5199.048340
	Iteration 22F: 3 clusters Score -5348912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111129.632812 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111129.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -111440.062500 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111440.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111565.585938 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111565.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111672.398438 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111761.148438 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111761.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111811.531250 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -111850.921875 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111850.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111905.140625 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -111905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111932.187500 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -111932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111945.101562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -111945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111953.312500 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -111953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111967.242188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -111967.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111983.835938 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -111983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111994.843750 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -111994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112006.671875 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112006.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -112023.109375 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112031.820312 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112038.328125 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112039.390625 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112039.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112041.570312 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112043.101562 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112043.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 102505 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 61116 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13576 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 96629 members 
Mstep: Class 13 contains 5800 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16729 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30474 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 31044 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 12623 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 10842 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12833 members 
Mstep: Class 38 contains 6060 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9553 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35666 members 
Mstep: Class 46 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059200.000000 Penalty: 158475.468750
Iteration 199Q: 48 clusters Score -1.150592e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 102494 members 
Mstep: Class 3 contains 7686 members 
Mstep: Class 4 contains 71912 members 
Mstep: Class 5 contains 61135 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11893 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13573 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 96621 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 14298 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 10464 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18781 members 
Mstep: Class 22 contains 11972 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30471 members 
Mstep: Class 27 contains 3151 members 
Mstep: Class 28 contains 31048 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12554 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2925 members 
Mstep: Class 33 contains 10919 members 
Mstep: Class 34 contains 18452 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12840 members 
Mstep: Class 38 contains 6040 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7584 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9565 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35946 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060088.000000 Penalty: 158475.468750
Iteration 200F: 48 clusters Score -1.150601e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 102491 members 
Mstep: Class 3 contains 7685 members 
Mstep: Class 4 contains 71913 members 
Mstep: Class 5 contains 61065 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11890 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13571 members 
Mstep: Class 10 contains 21645 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 96614 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 14298 members 
Mstep: Class 15 contains 16769 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8309 members 
Mstep: Class 18 contains 10407 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18705 members 
Mstep: Class 22 contains 11971 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30464 members 
Mstep: Class 27 contains 3144 members 
Mstep: Class 28 contains 31043 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12467 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2929 members 
Mstep: Class 33 contains 10902 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12847 members 
Mstep: Class 38 contains 6035 members 
Mstep: Class 39 contains 9814 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7578 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9584 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 35975 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060744.000000 Penalty: 158475.468750
Iteration 201Q: 48 clusters Score -1.150607e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 102479 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71897 members 
Mstep: Class 5 contains 61032 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11887 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13572 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 4106 members 
Mstep: Class 12 contains 96611 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 14301 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8404 members 
Mstep: Class 18 contains 10371 members 
Mstep: Class 19 contains 79669 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18657 members 
Mstep: Class 22 contains 11969 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30463 members 
Mstep: Class 27 contains 3140 members 
Mstep: Class 28 contains 31028 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12406 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 10898 members 
Mstep: Class 34 contains 18393 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12856 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7577 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9600 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36054 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061016.000000 Penalty: 158475.468750
Iteration 202Q: 48 clusters Score -1.15061e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 102461 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71892 members 
Mstep: Class 5 contains 61009 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11884 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13569 members 
Mstep: Class 10 contains 21651 members 
Mstep: Class 11 contains 4109 members 
Mstep: Class 12 contains 96609 members 
Mstep: Class 13 contains 5801 members 
Mstep: Class 14 contains 14302 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8473 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 79663 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18635 members 
Mstep: Class 22 contains 11964 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30458 members 
Mstep: Class 27 contains 3137 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12347 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 10906 members 
Mstep: Class 34 contains 18398 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12863 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7574 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9614 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36137 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061256.000000 Penalty: 158475.468750
Iteration 203Q: 48 clusters Score -1.150613e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 102440 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71894 members 
Mstep: Class 5 contains 60994 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11882 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13567 members 
Mstep: Class 10 contains 21648 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 96603 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 14303 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8563 members 
Mstep: Class 18 contains 10330 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18615 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30450 members 
Mstep: Class 27 contains 3125 members 
Mstep: Class 28 contains 31000 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12292 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2943 members 
Mstep: Class 33 contains 10911 members 
Mstep: Class 34 contains 18381 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12868 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7580 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9627 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36229 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061280.000000 Penalty: 158475.468750
Iteration 204Q: 48 clusters Score -1.150613e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 102409 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71897 members 
Mstep: Class 5 contains 60979 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 21646 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 96601 members 
Mstep: Class 13 contains 5799 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16809 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8633 members 
Mstep: Class 18 contains 10313 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 18609 members 
Mstep: Class 22 contains 11961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30444 members 
Mstep: Class 27 contains 3128 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12236 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 10920 members 
Mstep: Class 34 contains 18371 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12873 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7577 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9642 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36299 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061144.000000 Penalty: 158475.468750
Iteration 205Q: 48 clusters Score -1.150611e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 102398 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71902 members 
Mstep: Class 5 contains 60967 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 21643 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 96600 members 
Mstep: Class 13 contains 5798 members 
Mstep: Class 14 contains 14299 members 
Mstep: Class 15 contains 16826 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 10301 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18599 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30433 members 
Mstep: Class 27 contains 3132 members 
Mstep: Class 28 contains 30977 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12212 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 10936 members 
Mstep: Class 34 contains 18358 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12872 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7575 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9647 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36343 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061248.000000 Penalty: 158475.468750
Iteration 206Q: 48 clusters Score -1.150612e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 102376 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71913 members 
Mstep: Class 5 contains 60957 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13558 members 
Mstep: Class 10 contains 21643 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 96593 members 
Mstep: Class 13 contains 5797 members 
Mstep: Class 14 contains 14297 members 
Mstep: Class 15 contains 16828 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8737 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 11960 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30432 members 
Mstep: Class 27 contains 3135 members 
Mstep: Class 28 contains 30968 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12197 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2949 members 
Mstep: Class 33 contains 10945 members 
Mstep: Class 34 contains 18337 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12875 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7583 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9659 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36381 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061384.000000 Penalty: 158475.468750
Iteration 207Q: 48 clusters Score -1.150614e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 102351 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71912 members 
Mstep: Class 5 contains 60948 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13549 members 
Mstep: Class 10 contains 21645 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 96588 members 
Mstep: Class 13 contains 5795 members 
Mstep: Class 14 contains 14305 members 
Mstep: Class 15 contains 16837 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 79660 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 18582 members 
Mstep: Class 22 contains 11961 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30421 members 
Mstep: Class 27 contains 3136 members 
Mstep: Class 28 contains 30954 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12173 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2951 members 
Mstep: Class 33 contains 10966 members 
Mstep: Class 34 contains 18326 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12877 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7593 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9665 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36426 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061544.000000 Penalty: 158475.468750
Iteration 208Q: 48 clusters Score -1.150615e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 102342 members 
Mstep: Class 3 contains 7684 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 60941 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 21639 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 96584 members 
Mstep: Class 13 contains 5794 members 
Mstep: Class 14 contains 14313 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8818 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18583 members 
Mstep: Class 22 contains 11959 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30408 members 
Mstep: Class 27 contains 3138 members 
Mstep: Class 28 contains 30937 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12158 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2954 members 
Mstep: Class 33 contains 10989 members 
Mstep: Class 34 contains 18316 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12879 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7599 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9671 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36448 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061536.000000 Penalty: 158475.468750
Iteration 209Q: 48 clusters Score -1.150615e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 102330 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 71912 members 
Mstep: Class 5 contains 60938 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11876 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13547 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 96576 members 
Mstep: Class 13 contains 5792 members 
Mstep: Class 14 contains 14317 members 
Mstep: Class 15 contains 16852 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8841 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 79656 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18574 members 
Mstep: Class 22 contains 11955 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30397 members 
Mstep: Class 27 contains 3148 members 
Mstep: Class 28 contains 30927 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12142 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 10997 members 
Mstep: Class 34 contains 18322 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12883 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9814 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7616 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9663 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36469 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061376.000000 Penalty: 158475.468750
Iteration 210Q: 48 clusters Score -1.150614e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 102305 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 71914 members 
Mstep: Class 5 contains 60939 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11876 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13545 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 96571 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 14318 members 
Mstep: Class 15 contains 16853 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8861 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79654 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18584 members 
Mstep: Class 22 contains 11953 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30397 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 30918 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12130 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2957 members 
Mstep: Class 33 contains 11018 members 
Mstep: Class 34 contains 18319 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12886 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7613 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9663 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36498 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061264.000000 Penalty: 158475.468750
Iteration 211Q: 48 clusters Score -1.150613e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 102298 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 71917 members 
Mstep: Class 5 contains 60938 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13540 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 96569 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 14320 members 
Mstep: Class 15 contains 16850 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8883 members 
Mstep: Class 18 contains 10272 members 
Mstep: Class 19 contains 79649 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18586 members 
Mstep: Class 22 contains 11952 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30391 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 30904 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 12120 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 11036 members 
Mstep: Class 34 contains 18315 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12889 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7612 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9662 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36520 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061456.000000 Penalty: 158475.468750
Iteration 212Q: 48 clusters Score -1.150615e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 102289 members 
Mstep: Class 3 contains 7683 members 
Mstep: Class 4 contains 71912 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13541 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4131 members 
Mstep: Class 12 contains 96569 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 14319 members 
Mstep: Class 15 contains 16850 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8901 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 79649 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18588 members 
Mstep: Class 22 contains 11954 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30380 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 30890 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12109 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 11043 members 
Mstep: Class 34 contains 18313 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12891 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7610 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9666 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36543 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061432.000000 Penalty: 158475.468750
Iteration 213Q: 48 clusters Score -1.150614e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 102280 members 
Mstep: Class 3 contains 7681 members 
Mstep: Class 4 contains 71903 members 
Mstep: Class 5 contains 60927 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13542 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4135 members 
Mstep: Class 12 contains 96567 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 14325 members 
Mstep: Class 15 contains 16853 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8915 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 79647 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18591 members 
Mstep: Class 22 contains 11955 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30372 members 
Mstep: Class 27 contains 3154 members 
Mstep: Class 28 contains 30887 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12098 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2960 members 
Mstep: Class 33 contains 11054 members 
Mstep: Class 34 contains 18308 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12895 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7614 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9667 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36561 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061560.000000 Penalty: 158475.468750
Iteration 214Q: 48 clusters Score -1.150616e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 102270 members 
Mstep: Class 3 contains 7679 members 
Mstep: Class 4 contains 71909 members 
Mstep: Class 5 contains 60921 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13539 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 96563 members 
Mstep: Class 13 contains 5791 members 
Mstep: Class 14 contains 14329 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8923 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 79646 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18597 members 
Mstep: Class 22 contains 11952 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10816 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30366 members 
Mstep: Class 27 contains 3152 members 
Mstep: Class 28 contains 30884 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 11068 members 
Mstep: Class 34 contains 18303 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12900 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7618 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9662 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36582 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061712.000000 Penalty: 158475.468750
Iteration 215Q: 48 clusters Score -1.150617e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 102256 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71901 members 
Mstep: Class 5 contains 60918 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13535 members 
Mstep: Class 10 contains 21633 members 
Mstep: Class 11 contains 4142 members 
Mstep: Class 12 contains 96561 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 14 contains 14336 members 
Mstep: Class 15 contains 16857 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79649 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18601 members 
Mstep: Class 22 contains 11950 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30362 members 
Mstep: Class 27 contains 3155 members 
Mstep: Class 28 contains 30884 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12081 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 11083 members 
Mstep: Class 34 contains 18293 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12900 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7620 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9662 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36600 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061720.000000 Penalty: 158475.468750
Iteration 216Q: 48 clusters Score -1.150617e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 102243 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71891 members 
Mstep: Class 5 contains 60922 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11874 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13535 members 
Mstep: Class 10 contains 21632 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 96555 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 14343 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18597 members 
Mstep: Class 22 contains 11950 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30358 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12076 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 11097 members 
Mstep: Class 34 contains 18294 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12903 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7623 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9661 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36613 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061648.000000 Penalty: 158475.468750
Iteration 217Q: 48 clusters Score -1.150616e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 102238 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71894 members 
Mstep: Class 5 contains 60918 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11872 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 13534 members 
Mstep: Class 10 contains 21633 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 96546 members 
Mstep: Class 13 contains 5787 members 
Mstep: Class 14 contains 14346 members 
Mstep: Class 15 contains 16860 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18590 members 
Mstep: Class 22 contains 11948 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30357 members 
Mstep: Class 27 contains 3157 members 
Mstep: Class 28 contains 30883 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12065 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2961 members 
Mstep: Class 33 contains 11104 members 
Mstep: Class 34 contains 18287 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12907 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7630 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9659 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36624 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061720.000000 Penalty: 158475.468750
Iteration 218Q: 48 clusters Score -1.150617e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 102238 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11870 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13533 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4147 members 
Mstep: Class 12 contains 96540 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 14347 members 
Mstep: Class 15 contains 16854 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8957 members 
Mstep: Class 18 contains 10253 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18597 members 
Mstep: Class 22 contains 11945 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30355 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12056 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2962 members 
Mstep: Class 33 contains 11106 members 
Mstep: Class 34 contains 18282 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12912 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9655 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36636 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061704.000000 Penalty: 158475.468750
Iteration 219Q: 48 clusters Score -1.150617e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 102234 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71898 members 
Mstep: Class 5 contains 60913 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13534 members 
Mstep: Class 10 contains 21638 members 
Mstep: Class 11 contains 4144 members 
Mstep: Class 12 contains 96537 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 14352 members 
Mstep: Class 15 contains 16858 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8962 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18593 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30351 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12048 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2962 members 
Mstep: Class 33 contains 11109 members 
Mstep: Class 34 contains 18274 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12915 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9659 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36650 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061608.000000 Penalty: 158475.468750
Iteration 220F: 48 clusters Score -1.150616e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 102230 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71904 members 
Mstep: Class 5 contains 60909 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13533 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4145 members 
Mstep: Class 12 contains 96529 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 16865 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8966 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 18595 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30347 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 30868 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12044 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2962 members 
Mstep: Class 33 contains 11116 members 
Mstep: Class 34 contains 18270 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12920 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7639 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9663 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36659 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061616.000000 Penalty: 158475.468750
Iteration 221Q: 48 clusters Score -1.150616e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 102222 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71911 members 
Mstep: Class 5 contains 60910 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13532 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 96519 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 16871 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8972 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 79652 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18594 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30343 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 30868 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12043 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 18270 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12922 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9660 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36662 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061648.000000 Penalty: 158475.468750
Iteration 222Q: 48 clusters Score -1.150616e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 102219 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71910 members 
Mstep: Class 5 contains 60910 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 96508 members 
Mstep: Class 13 contains 5783 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 16872 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8977 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 79650 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18595 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30342 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 30867 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12041 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11125 members 
Mstep: Class 34 contains 18268 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12923 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7632 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9666 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36665 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061848.000000 Penalty: 158475.468750
Iteration 223Q: 48 clusters Score -1.150618e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 102218 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71917 members 
Mstep: Class 5 contains 60910 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 96500 members 
Mstep: Class 13 contains 5782 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79646 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18596 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 906 members 
Mstep: Class 26 contains 30336 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 30867 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12037 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11122 members 
Mstep: Class 34 contains 18264 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12923 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9671 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36669 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061896.000000 Penalty: 158475.468750
Iteration 224Q: 48 clusters Score -1.150619e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 102222 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71924 members 
Mstep: Class 5 contains 60913 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 96491 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14349 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79642 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18600 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 905 members 
Mstep: Class 26 contains 30331 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 30863 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12035 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11121 members 
Mstep: Class 34 contains 18262 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12924 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9675 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36672 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061904.000000 Penalty: 158475.468750
Iteration 225Q: 48 clusters Score -1.150619e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 102223 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71930 members 
Mstep: Class 5 contains 60911 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 96487 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14349 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 8998 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79639 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18605 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 30860 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12030 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 18262 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9676 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36676 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061920.000000 Penalty: 158475.468750
Iteration 226Q: 48 clusters Score -1.150619e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 102220 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71927 members 
Mstep: Class 5 contains 60913 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 96486 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9002 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79637 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18608 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30326 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 30860 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12031 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11122 members 
Mstep: Class 34 contains 18260 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7631 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9681 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36680 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061856.000000 Penalty: 158475.468750
Iteration 227Q: 48 clusters Score -1.150619e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 102218 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71918 members 
Mstep: Class 5 contains 60912 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 96484 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14349 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9007 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 79637 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18609 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30325 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 30862 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12030 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 18256 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7634 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36683 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061888.000000 Penalty: 158475.468750
Iteration 228Q: 48 clusters Score -1.150619e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 102215 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71914 members 
Mstep: Class 5 contains 60911 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13531 members 
Mstep: Class 10 contains 21634 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 96482 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16886 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 18621 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30324 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 30863 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12029 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11121 members 
Mstep: Class 34 contains 18255 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7633 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36683 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061880.000000 Penalty: 158475.468750
Iteration 229Q: 48 clusters Score -1.150619e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 102205 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71915 members 
Mstep: Class 5 contains 60910 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 21633 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 96480 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16881 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 10281 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 18629 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30324 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 30864 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12028 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 18256 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36683 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061912.000000 Penalty: 158475.468750
Iteration 230Q: 48 clusters Score -1.150619e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 102201 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71911 members 
Mstep: Class 5 contains 60909 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13530 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4152 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18635 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30321 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 30864 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12027 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 18255 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36686 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061880.000000 Penalty: 158475.468750
Iteration 231Q: 48 clusters Score -1.150619e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 102197 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71908 members 
Mstep: Class 5 contains 60906 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 96479 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18643 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30318 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 30865 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12026 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2963 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 18253 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9809 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7637 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9688 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36685 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061864.000000 Penalty: 158475.468750
Iteration 232Q: 48 clusters Score -1.150619e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 102195 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 60908 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13529 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4153 members 
Mstep: Class 12 contains 96479 members 
Mstep: Class 13 contains 5780 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9011 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79634 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18649 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30316 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 30865 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 18250 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9687 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36686 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061760.000000 Penalty: 158475.468750
Iteration 233Q: 48 clusters Score -1.150618e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 102190 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 60907 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13528 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4154 members 
Mstep: Class 12 contains 96478 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 14347 members 
Mstep: Class 15 contains 16890 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9013 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79633 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18653 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30315 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 30865 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11123 members 
Mstep: Class 34 contains 18250 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7637 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9687 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36689 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061744.000000 Penalty: 158475.468750
Iteration 234Q: 48 clusters Score -1.150617e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 102188 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13526 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 12 contains 96479 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16894 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9015 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79631 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18666 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30313 members 
Mstep: Class 27 contains 3163 members 
Mstep: Class 28 contains 30867 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11120 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7640 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36688 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061768.000000 Penalty: 158475.468750
Iteration 235Q: 48 clusters Score -1.150618e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 102181 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71909 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13524 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4160 members 
Mstep: Class 12 contains 96479 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14348 members 
Mstep: Class 15 contains 16900 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79631 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18677 members 
Mstep: Class 22 contains 11944 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30312 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 30868 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11118 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7640 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36688 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061808.000000 Penalty: 158475.468750
Iteration 236Q: 48 clusters Score -1.150618e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 102173 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71908 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21635 members 
Mstep: Class 11 contains 4162 members 
Mstep: Class 12 contains 96480 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 16904 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79630 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18684 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30314 members 
Mstep: Class 27 contains 3166 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11117 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7638 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9685 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36689 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061856.000000 Penalty: 158475.468750
Iteration 237Q: 48 clusters Score -1.150619e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 102168 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13519 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14350 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 79628 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18686 members 
Mstep: Class 22 contains 11942 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30313 members 
Mstep: Class 27 contains 3169 members 
Mstep: Class 28 contains 30873 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11115 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12937 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7638 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36690 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061768.000000 Penalty: 158475.468750
Iteration 238Q: 48 clusters Score -1.150618e+08 nChanged 55
Entering ConstructFrom: 
Score: -115061768.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -1174564.375000 Penalty: 2237.566162
	Iteration 0F: 2 clusters Score -1174564 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 4159 members 
Entering Unmasked Estep 
Score: -1168015.250000 Penalty: 4475.132324
	Iteration 0F: 3 clusters Score -1168015 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1170021.125000 Penalty: 4475.132324
	Iteration 1F: 3 clusters Score -1170021 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1170449.000000 Penalty: 4475.132324
	Iteration 2F: 3 clusters Score -1170449 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1170856.750000 Penalty: 4475.132324
	Iteration 3F: 3 clusters Score -1170857 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1171365.625000 Penalty: 4475.132324
	Iteration 4F: 3 clusters Score -1171366 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1171858.125000 Penalty: 4475.132324
	Iteration 5F: 3 clusters Score -1171858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1172197.375000 Penalty: 4475.132324
	Iteration 6F: 3 clusters Score -1172197 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1172413.625000 Penalty: 4475.132324
	Iteration 7Q: 3 clusters Score -1172414 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1172558.500000 Penalty: 4475.132324
	Iteration 8Q: 3 clusters Score -1172558 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1172613.125000 Penalty: 4475.132324
	Iteration 9Q: 3 clusters Score -1172613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1172646.000000 Penalty: 4475.132324
	Iteration 10Q: 3 clusters Score -1172646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1172679.125000 Penalty: 4475.132324
	Iteration 11Q: 3 clusters Score -1172679 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1172695.375000 Penalty: 4475.132324
	Iteration 12Q: 3 clusters Score -1172695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1172711.750000 Penalty: 4475.132324
	Iteration 13Q: 3 clusters Score -1172712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1172716.250000 Penalty: 4475.132324
	Iteration 14Q: 3 clusters Score -1172716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1172727.000000 Penalty: 4475.132324
	Iteration 15Q: 3 clusters Score -1172727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1172739.250000 Penalty: 4475.132324
	Iteration 16Q: 3 clusters Score -1172739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1172750.250000 Penalty: 4475.132324
	Iteration 17Q: 3 clusters Score -1172750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1172766.625000 Penalty: 4475.132324
	Iteration 18Q: 3 clusters Score -1172767 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1172780.375000 Penalty: 4475.132324
	Iteration 19Q: 3 clusters Score -1172780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1172796.000000 Penalty: 4475.132324
	Iteration 20F: 3 clusters Score -1172796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1172810.500000 Penalty: 4475.132324
	Iteration 21Q: 3 clusters Score -1172810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1172823.625000 Penalty: 4475.132324
	Iteration 22Q: 3 clusters Score -1172824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1172843.500000 Penalty: 4475.132324
	Iteration 23Q: 3 clusters Score -1172844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1172861.125000 Penalty: 4475.132324
	Iteration 24Q: 3 clusters Score -1172861 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1172875.750000 Penalty: 4475.132324
	Iteration 25Q: 3 clusters Score -1172876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1172880.500000 Penalty: 4475.132324
	Iteration 26Q: 3 clusters Score -1172880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1172890.750000 Penalty: 4475.132324
	Iteration 27Q: 3 clusters Score -1172891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1172900.250000 Penalty: 4475.132324
	Iteration 28Q: 3 clusters Score -1172900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1172910.250000 Penalty: 4475.132324
	Iteration 29Q: 3 clusters Score -1172910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1172915.875000 Penalty: 4475.132324
	Iteration 30Q: 3 clusters Score -1172916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1172920.375000 Penalty: 4475.132324
	Iteration 31Q: 3 clusters Score -1172920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1172924.375000 Penalty: 4475.132324
	Iteration 32Q: 3 clusters Score -1172924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1172928.875000 Penalty: 4475.132324
	Iteration 33Q: 3 clusters Score -1172929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1172929.375000 Penalty: 4475.132324
	Iteration 34Q: 3 clusters Score -1172929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1172934.250000 Penalty: 4475.132324
	Iteration 35Q: 3 clusters Score -1172934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1172937.375000 Penalty: 4475.132324
	Iteration 36Q: 3 clusters Score -1172937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1172941.000000 Penalty: 4475.132324
	Iteration 37Q: 3 clusters Score -1172941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1172941.875000 Penalty: 4475.132324
	Iteration 38Q: 3 clusters Score -1172942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1172943.125000 Penalty: 4475.132324
	Iteration 39Q: 3 clusters Score -1172943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1172942.000000 Penalty: 4475.132324
	Iteration 40F: 3 clusters Score -1172942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1172944.625000 Penalty: 4475.132324
	Iteration 41Q: 3 clusters Score -1172945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1172943.625000 Penalty: 4475.132324
	Iteration 42Q: 3 clusters Score -1172944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1172943.750000 Penalty: 4475.132324
	Iteration 43Q: 3 clusters Score -1172944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1172942.000000 Penalty: 4475.132324
	Iteration 44Q: 3 clusters Score -1172942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1172943.375000 Penalty: 4475.132324
	Iteration 45Q: 3 clusters Score -1172943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1172945.000000 Penalty: 4475.132324
	Iteration 46Q: 3 clusters Score -1172945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1172944.875000 Penalty: 4475.132324
	Iteration 47Q: 3 clusters Score -1172945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1172946.625000 Penalty: 4475.132324
	Iteration 48Q: 3 clusters Score -1172947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1172949.375000 Penalty: 4475.132324
	Iteration 49Q: 3 clusters Score -1172949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1172950.125000 Penalty: 4475.132324
	Iteration 50Q: 3 clusters Score -1172950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1172949.250000 Penalty: 4475.132324
	Iteration 51Q: 3 clusters Score -1172949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1172950.375000 Penalty: 4475.132324
	Iteration 52Q: 3 clusters Score -1172950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1172951.625000 Penalty: 4475.132324
	Iteration 53Q: 3 clusters Score -1172952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1172955.125000 Penalty: 4475.132324
	Iteration 54Q: 3 clusters Score -1172955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1172955.875000 Penalty: 4475.132324
	Iteration 55Q: 3 clusters Score -1172956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1172954.250000 Penalty: 4475.132324
	Iteration 56Q: 3 clusters Score -1172954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1172955.750000 Penalty: 4475.132324
	Iteration 57Q: 3 clusters Score -1172956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1172953.625000 Penalty: 4475.132324
	Iteration 58Q: 3 clusters Score -1172954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1172955.000000 Penalty: 4475.132324
	Iteration 59Q: 3 clusters Score -1172955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1172955.875000 Penalty: 4475.132324
	Iteration 60F: 3 clusters Score -1172956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1172954.875000 Penalty: 4475.132324
	Iteration 61Q: 3 clusters Score -1172955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1172954.000000 Penalty: 4475.132324
	Iteration 62Q: 3 clusters Score -1172954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1172954.625000 Penalty: 4475.132324
	Iteration 63Q: 3 clusters Score -1172955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1172955.750000 Penalty: 4475.132324
	Iteration 64Q: 3 clusters Score -1172956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1172955.250000 Penalty: 4475.132324
	Iteration 65Q: 3 clusters Score -1172955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1172958.375000 Penalty: 4475.132324
	Iteration 66Q: 3 clusters Score -1172958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1172958.250000 Penalty: 4475.132324
	Iteration 67Q: 3 clusters Score -1172958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1172958.250000 Penalty: 4475.132324
	Iteration 68F: 3 clusters Score -1172958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Entering Unmasked Estep 
Score: -15119375.000000 Penalty: 2860.512451
	Iteration 0F: 2 clusters Score -1.511938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 51007 members 
Entering Unmasked Estep 
Score: -15051441.000000 Penalty: 5721.024902
	Iteration 0F: 3 clusters Score -1.505144e+07 nChanged 48274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52856 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -15079738.000000 Penalty: 5721.024902
	Iteration 1F: 3 clusters Score -1.507974e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -15081276.000000 Penalty: 5721.024902
	Iteration 2Q: 3 clusters Score -1.508128e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -15083461.000000 Penalty: 5721.024902
	Iteration 3Q: 3 clusters Score -1.508346e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -15086290.000000 Penalty: 5721.024902
	Iteration 4F: 3 clusters Score -1.508629e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -15090064.000000 Penalty: 5721.024902
	Iteration 5F: 3 clusters Score -1.509006e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -15094519.000000 Penalty: 5721.024902
	Iteration 6F: 3 clusters Score -1.509452e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -15098629.000000 Penalty: 5721.024902
	Iteration 7F: 3 clusters Score -1.509863e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74269 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -15101782.000000 Penalty: 5721.024902
	Iteration 8F: 3 clusters Score -1.510178e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -15104320.000000 Penalty: 5721.024902
	Iteration 9Q: 3 clusters Score -1.510432e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79723 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -15106351.000000 Penalty: 5721.024902
	Iteration 10Q: 3 clusters Score -1.510635e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -15107885.000000 Penalty: 5721.024902
	Iteration 11Q: 3 clusters Score -1.510788e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -15109144.000000 Penalty: 5721.024902
	Iteration 12Q: 3 clusters Score -1.510914e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86199 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -15110376.000000 Penalty: 5721.024902
	Iteration 13Q: 3 clusters Score -1.511038e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -15111463.000000 Penalty: 5721.024902
	Iteration 14Q: 3 clusters Score -1.511146e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -15112525.000000 Penalty: 5721.024902
	Iteration 15Q: 3 clusters Score -1.511252e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91311 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -15113510.000000 Penalty: 5721.024902
	Iteration 16Q: 3 clusters Score -1.511351e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92631 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -15114409.000000 Penalty: 5721.024902
	Iteration 17Q: 3 clusters Score -1.511441e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93762 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -15115233.000000 Penalty: 5721.024902
	Iteration 18Q: 3 clusters Score -1.511523e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -15115925.000000 Penalty: 5721.024902
	Iteration 19Q: 3 clusters Score -1.511592e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -15116436.000000 Penalty: 5721.024902
	Iteration 20F: 3 clusters Score -1.511644e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -15116810.000000 Penalty: 5721.024902
	Iteration 21Q: 3 clusters Score -1.511681e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -15117138.000000 Penalty: 5721.024902
	Iteration 22Q: 3 clusters Score -1.511714e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -15117355.000000 Penalty: 5721.024902
	Iteration 23Q: 3 clusters Score -1.511736e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97222 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -15117546.000000 Penalty: 5721.024902
	Iteration 24Q: 3 clusters Score -1.511755e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97480 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -15117641.000000 Penalty: 5721.024902
	Iteration 25Q: 3 clusters Score -1.511764e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97668 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -15117707.000000 Penalty: 5721.024902
	Iteration 26Q: 3 clusters Score -1.511771e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -15117847.000000 Penalty: 5721.024902
	Iteration 27Q: 3 clusters Score -1.511785e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97997 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -15117884.000000 Penalty: 5721.024902
	Iteration 28Q: 3 clusters Score -1.511788e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98107 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -15117954.000000 Penalty: 5721.024902
	Iteration 29Q: 3 clusters Score -1.511795e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98211 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -15117965.000000 Penalty: 5721.024902
	Iteration 30Q: 3 clusters Score -1.511796e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -15117997.000000 Penalty: 5721.024902
	Iteration 31Q: 3 clusters Score -1.5118e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15117993.000000 Penalty: 5721.024902
	Iteration 32Q: 3 clusters Score -1.511799e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -15118033.000000 Penalty: 5721.024902
	Iteration 33Q: 3 clusters Score -1.511803e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -15118031.000000 Penalty: 5721.024902
	Iteration 34Q: 3 clusters Score -1.511803e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15118042.000000 Penalty: 5721.024902
	Iteration 35Q: 3 clusters Score -1.511804e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -15118049.000000 Penalty: 5721.024902
	Iteration 36Q: 3 clusters Score -1.511805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -15118081.000000 Penalty: 5721.024902
	Iteration 37Q: 3 clusters Score -1.511808e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -15118092.000000 Penalty: 5721.024902
	Iteration 38Q: 3 clusters Score -1.511809e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -15118094.000000 Penalty: 5721.024902
	Iteration 39Q: 3 clusters Score -1.511809e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -15118102.000000 Penalty: 5721.024902
	Iteration 40F: 3 clusters Score -1.51181e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -15118105.000000 Penalty: 5721.024902
	Iteration 41Q: 3 clusters Score -1.51181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -15118134.000000 Penalty: 5721.024902
	Iteration 42Q: 3 clusters Score -1.511813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -15118138.000000 Penalty: 5721.024902
	Iteration 43Q: 3 clusters Score -1.511814e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -15118148.000000 Penalty: 5721.024902
	Iteration 44Q: 3 clusters Score -1.511815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -15118157.000000 Penalty: 5721.024902
	Iteration 45Q: 3 clusters Score -1.511816e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99022 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -15118181.000000 Penalty: 5721.024902
	Iteration 46Q: 3 clusters Score -1.511818e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -15118172.000000 Penalty: 5721.024902
	Iteration 47Q: 3 clusters Score -1.511817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -15118192.000000 Penalty: 5721.024902
	Iteration 48Q: 3 clusters Score -1.511819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99141 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -15118206.000000 Penalty: 5721.024902
	Iteration 49Q: 3 clusters Score -1.511821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -15118236.000000 Penalty: 5721.024902
	Iteration 50Q: 3 clusters Score -1.511824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -15118268.000000 Penalty: 5721.024902
	Iteration 51Q: 3 clusters Score -1.511827e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99220 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -15118284.000000 Penalty: 5721.024902
	Iteration 52Q: 3 clusters Score -1.511828e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15118323.000000 Penalty: 5721.024902
	Iteration 53Q: 3 clusters Score -1.511832e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -15118330.000000 Penalty: 5721.024902
	Iteration 54Q: 3 clusters Score -1.511833e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99240 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -15118366.000000 Penalty: 5721.024902
	Iteration 55Q: 3 clusters Score -1.511837e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99243 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -15118354.000000 Penalty: 5721.024902
	Iteration 56Q: 3 clusters Score -1.511835e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -15118376.000000 Penalty: 5721.024902
	Iteration 57Q: 3 clusters Score -1.511838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -15118380.000000 Penalty: 5721.024902
	Iteration 58Q: 3 clusters Score -1.511838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15118374.000000 Penalty: 5721.024902
	Iteration 59Q: 3 clusters Score -1.511837e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -15118393.000000 Penalty: 5721.024902
	Iteration 60F: 3 clusters Score -1.511839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -15118398.000000 Penalty: 5721.024902
	Iteration 61Q: 3 clusters Score -1.51184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99239 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -15118385.000000 Penalty: 5721.024902
	Iteration 62Q: 3 clusters Score -1.511838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -15118388.000000 Penalty: 5721.024902
	Iteration 63Q: 3 clusters Score -1.511839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -15118396.000000 Penalty: 5721.024902
	Iteration 64Q: 3 clusters Score -1.51184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99226 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -15118394.000000 Penalty: 5721.024902
	Iteration 65Q: 3 clusters Score -1.511839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -15118416.000000 Penalty: 5721.024902
	Iteration 66Q: 3 clusters Score -1.511842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -15118401.000000 Penalty: 5721.024902
	Iteration 67Q: 3 clusters Score -1.51184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99234 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -15118407.000000 Penalty: 5721.024902
	Iteration 68Q: 3 clusters Score -1.511841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99235 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -15118410.000000 Penalty: 5721.024902
	Iteration 69Q: 3 clusters Score -1.511841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -15118415.000000 Penalty: 5721.024902
	Iteration 70Q: 3 clusters Score -1.511842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -15118409.000000 Penalty: 5721.024902
	Iteration 71Q: 3 clusters Score -1.511841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -15118411.000000 Penalty: 5721.024902
	Iteration 72Q: 3 clusters Score -1.511841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -15118411.000000 Penalty: 5721.024902
	Iteration 73F: 3 clusters Score -1.511841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -1103901.375000 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -1103901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1097691.875000 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -1097692 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1099621.500000 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -1099622 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1100192.875000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -1100193 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1100979.500000 Penalty: 4437.208008
	Iteration 3F: 3 clusters Score -1100980 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1102116.875000 Penalty: 4437.208008
	Iteration 4F: 3 clusters Score -1102117 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1103237.500000 Penalty: 4437.208008
	Iteration 5F: 3 clusters Score -1103238 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1103811.125000 Penalty: 4437.208008
	Iteration 6F: 3 clusters Score -1103811 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1104041.000000 Penalty: 4437.208008
	Iteration 7Q: 3 clusters Score -1104041 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1104119.875000 Penalty: 4437.208008
	Iteration 8Q: 3 clusters Score -1104120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1104147.500000 Penalty: 4437.208008
	Iteration 9Q: 3 clusters Score -1104148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1104165.625000 Penalty: 4437.208008
	Iteration 10Q: 3 clusters Score -1104166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1104175.500000 Penalty: 4437.208008
	Iteration 11Q: 3 clusters Score -1104176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1104183.000000 Penalty: 4437.208008
	Iteration 12Q: 3 clusters Score -1104183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1104187.250000 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -1104187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1104191.375000 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -1104191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1104192.000000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -1104192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1104195.625000 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -1104196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1104196.750000 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -1104197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1104196.875000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -1104197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1104198.125000 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -1104198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1104197.375000 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -1104197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1104197.250000 Penalty: 4437.208008
	Iteration 21Q: 3 clusters Score -1104197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1104197.250000 Penalty: 4437.208008
	Iteration 22F: 3 clusters Score -1104197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102163 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Mstep: Class 48 contains 2935 members 
Entering Unmasked Estep 
Score: -115060432.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115061768.000000 to -115060432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (71900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Entering Unmasked Estep 
Score: -10100327.000000 Penalty: 2773.391602
	Iteration 0F: 2 clusters Score -1.010033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -10052061.000000 Penalty: 5546.783203
	Iteration 0F: 3 clusters Score -1.005206e+07 nChanged 33453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -10071867.000000 Penalty: 5546.783203
	Iteration 1F: 3 clusters Score -1.007187e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -10073262.000000 Penalty: 5546.783203
	Iteration 2Q: 3 clusters Score -1.007326e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -10074645.000000 Penalty: 5546.783203
	Iteration 3Q: 3 clusters Score -1.007464e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -10076077.000000 Penalty: 5546.783203
	Iteration 4Q: 3 clusters Score -1.007608e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -10077471.000000 Penalty: 5546.783203
	Iteration 5Q: 3 clusters Score -1.007747e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -10078902.000000 Penalty: 5546.783203
	Iteration 6Q: 3 clusters Score -1.00789e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -10080540.000000 Penalty: 5546.783203
	Iteration 7Q: 3 clusters Score -1.008054e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -10082036.000000 Penalty: 5546.783203
	Iteration 8Q: 3 clusters Score -1.008204e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -10083350.000000 Penalty: 5546.783203
	Iteration 9Q: 3 clusters Score -1.008335e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -10084479.000000 Penalty: 5546.783203
	Iteration 10Q: 3 clusters Score -1.008448e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -10085251.000000 Penalty: 5546.783203
	Iteration 11Q: 3 clusters Score -1.008525e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -10085884.000000 Penalty: 5546.783203
	Iteration 12Q: 3 clusters Score -1.008588e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -10086232.000000 Penalty: 5546.783203
	Iteration 13Q: 3 clusters Score -1.008623e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -10086639.000000 Penalty: 5546.783203
	Iteration 14Q: 3 clusters Score -1.008664e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -10086866.000000 Penalty: 5546.783203
	Iteration 15Q: 3 clusters Score -1.008687e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -10087115.000000 Penalty: 5546.783203
	Iteration 16Q: 3 clusters Score -1.008712e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -10087288.000000 Penalty: 5546.783203
	Iteration 17Q: 3 clusters Score -1.008729e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -10087392.000000 Penalty: 5546.783203
	Iteration 18Q: 3 clusters Score -1.008739e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -10087526.000000 Penalty: 5546.783203
	Iteration 19Q: 3 clusters Score -1.008753e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -10087666.000000 Penalty: 5546.783203
	Iteration 20F: 3 clusters Score -1.008767e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -10087857.000000 Penalty: 5546.783203
	Iteration 21Q: 3 clusters Score -1.008786e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -10088022.000000 Penalty: 5546.783203
	Iteration 22Q: 3 clusters Score -1.008802e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -10088188.000000 Penalty: 5546.783203
	Iteration 23Q: 3 clusters Score -1.008819e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -10088398.000000 Penalty: 5546.783203
	Iteration 24Q: 3 clusters Score -1.00884e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -10088569.000000 Penalty: 5546.783203
	Iteration 25Q: 3 clusters Score -1.008857e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -10088748.000000 Penalty: 5546.783203
	Iteration 26Q: 3 clusters Score -1.008875e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -10088958.000000 Penalty: 5546.783203
	Iteration 27Q: 3 clusters Score -1.008896e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -10089041.000000 Penalty: 5546.783203
	Iteration 28Q: 3 clusters Score -1.008904e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -10089166.000000 Penalty: 5546.783203
	Iteration 29Q: 3 clusters Score -1.008917e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -10089305.000000 Penalty: 5546.783203
	Iteration 30Q: 3 clusters Score -1.00893e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -10089387.000000 Penalty: 5546.783203
	Iteration 31Q: 3 clusters Score -1.008939e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -10089464.000000 Penalty: 5546.783203
	Iteration 32Q: 3 clusters Score -1.008946e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -10089521.000000 Penalty: 5546.783203
	Iteration 33Q: 3 clusters Score -1.008952e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -10089661.000000 Penalty: 5546.783203
	Iteration 34Q: 3 clusters Score -1.008966e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -10089704.000000 Penalty: 5546.783203
	Iteration 35Q: 3 clusters Score -1.00897e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -10089818.000000 Penalty: 5546.783203
	Iteration 36Q: 3 clusters Score -1.008982e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -10089966.000000 Penalty: 5546.783203
	Iteration 37Q: 3 clusters Score -1.008997e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -10090143.000000 Penalty: 5546.783203
	Iteration 38Q: 3 clusters Score -1.009014e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -10090313.000000 Penalty: 5546.783203
	Iteration 39Q: 3 clusters Score -1.009031e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -10090526.000000 Penalty: 5546.783203
	Iteration 40F: 3 clusters Score -1.009053e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -10090708.000000 Penalty: 5546.783203
	Iteration 41Q: 3 clusters Score -1.009071e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -10090987.000000 Penalty: 5546.783203
	Iteration 42Q: 3 clusters Score -1.009099e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -10091256.000000 Penalty: 5546.783203
	Iteration 43Q: 3 clusters Score -1.009126e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -10091580.000000 Penalty: 5546.783203
	Iteration 44Q: 3 clusters Score -1.009158e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -10091900.000000 Penalty: 5546.783203
	Iteration 45Q: 3 clusters Score -1.00919e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -10092253.000000 Penalty: 5546.783203
	Iteration 46Q: 3 clusters Score -1.009225e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -10092558.000000 Penalty: 5546.783203
	Iteration 47Q: 3 clusters Score -1.009256e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -10092985.000000 Penalty: 5546.783203
	Iteration 48Q: 3 clusters Score -1.009298e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -10093409.000000 Penalty: 5546.783203
	Iteration 49Q: 3 clusters Score -1.009341e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -10093899.000000 Penalty: 5546.783203
	Iteration 50Q: 3 clusters Score -1.00939e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -10094418.000000 Penalty: 5546.783203
	Iteration 51Q: 3 clusters Score -1.009442e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60989 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -10094926.000000 Penalty: 5546.783203
	Iteration 52Q: 3 clusters Score -1.009493e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62171 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -10095470.000000 Penalty: 5546.783203
	Iteration 53Q: 3 clusters Score -1.009547e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -10096117.000000 Penalty: 5546.783203
	Iteration 54Q: 3 clusters Score -1.009612e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -10096729.000000 Penalty: 5546.783203
	Iteration 55Q: 3 clusters Score -1.009673e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65413 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -10097231.000000 Penalty: 5546.783203
	Iteration 56Q: 3 clusters Score -1.009723e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -10097697.000000 Penalty: 5546.783203
	Iteration 57Q: 3 clusters Score -1.00977e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10098021.000000 Penalty: 5546.783203
	Iteration 58Q: 3 clusters Score -1.009802e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -10098343.000000 Penalty: 5546.783203
	Iteration 59Q: 3 clusters Score -1.009834e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -10098567.000000 Penalty: 5546.783203
	Iteration 60F: 3 clusters Score -1.009857e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68338 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -10098751.000000 Penalty: 5546.783203
	Iteration 61Q: 3 clusters Score -1.009875e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -10098907.000000 Penalty: 5546.783203
	Iteration 62Q: 3 clusters Score -1.009891e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -10098991.000000 Penalty: 5546.783203
	Iteration 63Q: 3 clusters Score -1.009899e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69051 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10099059.000000 Penalty: 5546.783203
	Iteration 64Q: 3 clusters Score -1.009906e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10099121.000000 Penalty: 5546.783203
	Iteration 65Q: 3 clusters Score -1.009912e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10099147.000000 Penalty: 5546.783203
	Iteration 66Q: 3 clusters Score -1.009915e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10099195.000000 Penalty: 5546.783203
	Iteration 67Q: 3 clusters Score -1.00992e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10099198.000000 Penalty: 5546.783203
	Iteration 68Q: 3 clusters Score -1.00992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -10099231.000000 Penalty: 5546.783203
	Iteration 69Q: 3 clusters Score -1.009923e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -10099247.000000 Penalty: 5546.783203
	Iteration 70Q: 3 clusters Score -1.009925e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10099250.000000 Penalty: 5546.783203
	Iteration 71Q: 3 clusters Score -1.009925e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10099267.000000 Penalty: 5546.783203
	Iteration 72Q: 3 clusters Score -1.009927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10099259.000000 Penalty: 5546.783203
	Iteration 73Q: 3 clusters Score -1.009926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10099268.000000 Penalty: 5546.783203
	Iteration 74Q: 3 clusters Score -1.009927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69727 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10099297.000000 Penalty: 5546.783203
	Iteration 75Q: 3 clusters Score -1.00993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10099296.000000 Penalty: 5546.783203
	Iteration 76Q: 3 clusters Score -1.00993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10099303.000000 Penalty: 5546.783203
	Iteration 77Q: 3 clusters Score -1.00993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10099303.000000 Penalty: 5546.783203
	Iteration 78Q: 3 clusters Score -1.00993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69772 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10099312.000000 Penalty: 5546.783203
	Iteration 79Q: 3 clusters Score -1.009931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10099309.000000 Penalty: 5546.783203
	Iteration 80F: 3 clusters Score -1.009931e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10099306.000000 Penalty: 5546.783203
	Iteration 81Q: 3 clusters Score -1.009931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69802 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10099310.000000 Penalty: 5546.783203
	Iteration 82Q: 3 clusters Score -1.009931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10099307.000000 Penalty: 5546.783203
	Iteration 83Q: 3 clusters Score -1.009931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -10099310.000000 Penalty: 5546.783203
	Iteration 84Q: 3 clusters Score -1.009931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -10099304.000000 Penalty: 5546.783203
	Iteration 85Q: 3 clusters Score -1.00993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10099305.000000 Penalty: 5546.783203
	Iteration 86Q: 3 clusters Score -1.00993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69824 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -10099301.000000 Penalty: 5546.783203
	Iteration 87Q: 3 clusters Score -1.00993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10099298.000000 Penalty: 5546.783203
	Iteration 88Q: 3 clusters Score -1.00993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10099313.000000 Penalty: 5546.783203
	Iteration 89Q: 3 clusters Score -1.009931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10099328.000000 Penalty: 5546.783203
	Iteration 90Q: 3 clusters Score -1.009933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10099329.000000 Penalty: 5546.783203
	Iteration 91Q: 3 clusters Score -1.009933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10099334.000000 Penalty: 5546.783203
	Iteration 92Q: 3 clusters Score -1.009933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69864 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10099334.000000 Penalty: 5546.783203
	Iteration 93Q: 3 clusters Score -1.009933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10099335.000000 Penalty: 5546.783203
	Iteration 94Q: 3 clusters Score -1.009934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69868 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10099333.000000 Penalty: 5546.783203
	Iteration 95Q: 3 clusters Score -1.009933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10099338.000000 Penalty: 5546.783203
	Iteration 96Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10099337.000000 Penalty: 5546.783203
	Iteration 97Q: 3 clusters Score -1.009934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10099339.000000 Penalty: 5546.783203
	Iteration 98Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69873 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10099340.000000 Penalty: 5546.783203
	Iteration 99Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69874 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -10099336.000000 Penalty: 5546.783203
	Iteration 100F: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -10099340.000000 Penalty: 5546.783203
	Iteration 101Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -10099335.000000 Penalty: 5546.783203
	Iteration 102Q: 3 clusters Score -1.009934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10099335.000000 Penalty: 5546.783203
	Iteration 103Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10099337.000000 Penalty: 5546.783203
	Iteration 104Q: 3 clusters Score -1.009934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10099333.000000 Penalty: 5546.783203
	Iteration 105Q: 3 clusters Score -1.009933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69878 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10099333.000000 Penalty: 5546.783203
	Iteration 106F: 3 clusters Score -1.009933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Entering Unmasked Estep 
Score: -9138483.000000 Penalty: 2732.225342
	Iteration 0F: 2 clusters Score -9138483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -9097745.000000 Penalty: 5464.450684
	Iteration 0F: 3 clusters Score -9097745 nChanged 28266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -9114040.000000 Penalty: 5464.450684
	Iteration 1F: 3 clusters Score -9114040 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -9115462.000000 Penalty: 5464.450684
	Iteration 2F: 3 clusters Score -9115462 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -9117537.000000 Penalty: 5464.450684
	Iteration 3F: 3 clusters Score -9117537 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -9120441.000000 Penalty: 5464.450684
	Iteration 4F: 3 clusters Score -9120441 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -9123964.000000 Penalty: 5464.450684
	Iteration 5F: 3 clusters Score -9123964 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -9127551.000000 Penalty: 5464.450684
	Iteration 6F: 3 clusters Score -9127551 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -9130577.000000 Penalty: 5464.450684
	Iteration 7F: 3 clusters Score -9130577 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -9132902.000000 Penalty: 5464.450684
	Iteration 8Q: 3 clusters Score -9132902 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -9134352.000000 Penalty: 5464.450684
	Iteration 9Q: 3 clusters Score -9134352 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57424 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -9135299.000000 Penalty: 5464.450684
	Iteration 10Q: 3 clusters Score -9135299 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -9135761.000000 Penalty: 5464.450684
	Iteration 11Q: 3 clusters Score -9135761 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9136037.000000 Penalty: 5464.450684
	Iteration 12Q: 3 clusters Score -9136037 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -9136166.000000 Penalty: 5464.450684
	Iteration 13Q: 3 clusters Score -9136166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9136254.000000 Penalty: 5464.450684
	Iteration 14Q: 3 clusters Score -9136254 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9136321.000000 Penalty: 5464.450684
	Iteration 15Q: 3 clusters Score -9136321 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9136350.000000 Penalty: 5464.450684
	Iteration 16Q: 3 clusters Score -9136350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9136384.000000 Penalty: 5464.450684
	Iteration 17Q: 3 clusters Score -9136384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9136390.000000 Penalty: 5464.450684
	Iteration 18Q: 3 clusters Score -9136390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9136438.000000 Penalty: 5464.450684
	Iteration 19Q: 3 clusters Score -9136438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9136455.000000 Penalty: 5464.450684
	Iteration 20F: 3 clusters Score -9136455 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9136439.000000 Penalty: 5464.450684
	Iteration 21Q: 3 clusters Score -9136439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -9136461.000000 Penalty: 5464.450684
	Iteration 22Q: 3 clusters Score -9136461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9136474.000000 Penalty: 5464.450684
	Iteration 23Q: 3 clusters Score -9136474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9136469.000000 Penalty: 5464.450684
	Iteration 24Q: 3 clusters Score -9136469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9136474.000000 Penalty: 5464.450684
	Iteration 25Q: 3 clusters Score -9136474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9136485.000000 Penalty: 5464.450684
	Iteration 26Q: 3 clusters Score -9136485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9136482.000000 Penalty: 5464.450684
	Iteration 27Q: 3 clusters Score -9136482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9136491.000000 Penalty: 5464.450684
	Iteration 28Q: 3 clusters Score -9136491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9136494.000000 Penalty: 5464.450684
	Iteration 29Q: 3 clusters Score -9136494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9136489.000000 Penalty: 5464.450684
	Iteration 30Q: 3 clusters Score -9136489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9136492.000000 Penalty: 5464.450684
	Iteration 31Q: 3 clusters Score -9136492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9136498.000000 Penalty: 5464.450684
	Iteration 32Q: 3 clusters Score -9136498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9136507.000000 Penalty: 5464.450684
	Iteration 33Q: 3 clusters Score -9136507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9136509.000000 Penalty: 5464.450684
	Iteration 34Q: 3 clusters Score -9136509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9136504.000000 Penalty: 5464.450684
	Iteration 35Q: 3 clusters Score -9136504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9136499.000000 Penalty: 5464.450684
	Iteration 36Q: 3 clusters Score -9136499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9136495.000000 Penalty: 5464.450684
	Iteration 37Q: 3 clusters Score -9136495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9136496.000000 Penalty: 5464.450684
	Iteration 38Q: 3 clusters Score -9136496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9136508.000000 Penalty: 5464.450684
	Iteration 39Q: 3 clusters Score -9136508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9136513.000000 Penalty: 5464.450684
	Iteration 40F: 3 clusters Score -9136513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9136505.000000 Penalty: 5464.450684
	Iteration 41Q: 3 clusters Score -9136505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9136503.000000 Penalty: 5464.450684
	Iteration 42Q: 3 clusters Score -9136503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9136506.000000 Penalty: 5464.450684
	Iteration 43Q: 3 clusters Score -9136506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9136506.000000 Penalty: 5464.450684
	Iteration 44Q: 3 clusters Score -9136506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9136505.000000 Penalty: 5464.450684
	Iteration 45Q: 3 clusters Score -9136505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9136509.000000 Penalty: 5464.450684
	Iteration 46Q: 3 clusters Score -9136509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9136500.000000 Penalty: 5464.450684
	Iteration 47Q: 3 clusters Score -9136500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9136503.000000 Penalty: 5464.450684
	Iteration 48Q: 3 clusters Score -9136503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9136503.000000 Penalty: 5464.450684
	Iteration 49Q: 3 clusters Score -9136503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9136498.000000 Penalty: 5464.450684
	Iteration 50Q: 3 clusters Score -9136498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9136500.000000 Penalty: 5464.450684
	Iteration 51Q: 3 clusters Score -9136500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9136500.000000 Penalty: 5464.450684
	Iteration 52F: 3 clusters Score -9136500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28162.541016 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28162.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28294.111328 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28294.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28361.722656 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28361.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28409.382812 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28409.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28541.300781 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28541.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28567.529297 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28567.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28571.605469 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28571.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28575.201172 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -28575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28576.398438 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -28576.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28576.398438 Penalty: 2734.660645
	Iteration 9F: 3 clusters Score -28576.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Entering Unmasked Estep 
Score: -1758405.375000 Penalty: 2326.386230
	Iteration 0F: 2 clusters Score -1758405 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 5910 members 
Entering Unmasked Estep 
Score: -1749598.625000 Penalty: 4652.772461
	Iteration 0F: 3 clusters Score -1749599 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1752183.000000 Penalty: 4652.772461
	Iteration 1F: 3 clusters Score -1752183 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1752575.125000 Penalty: 4652.772461
	Iteration 2F: 3 clusters Score -1752575 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1752905.500000 Penalty: 4652.772461
	Iteration 3F: 3 clusters Score -1752906 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1753159.625000 Penalty: 4652.772461
	Iteration 4Q: 3 clusters Score -1753160 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1753444.000000 Penalty: 4652.772461
	Iteration 5Q: 3 clusters Score -1753444 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1753805.750000 Penalty: 4652.772461
	Iteration 6Q: 3 clusters Score -1753806 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1754238.625000 Penalty: 4652.772461
	Iteration 7F: 3 clusters Score -1754239 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1754650.625000 Penalty: 4652.772461
	Iteration 8F: 3 clusters Score -1754651 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1755026.625000 Penalty: 4652.772461
	Iteration 9Q: 3 clusters Score -1755027 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1755343.625000 Penalty: 4652.772461
	Iteration 10Q: 3 clusters Score -1755344 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1755611.375000 Penalty: 4652.772461
	Iteration 11Q: 3 clusters Score -1755611 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1755860.250000 Penalty: 4652.772461
	Iteration 12Q: 3 clusters Score -1755860 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1756064.000000 Penalty: 4652.772461
	Iteration 13Q: 3 clusters Score -1756064 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1756241.125000 Penalty: 4652.772461
	Iteration 14Q: 3 clusters Score -1756241 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1756394.125000 Penalty: 4652.772461
	Iteration 15Q: 3 clusters Score -1756394 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1756525.750000 Penalty: 4652.772461
	Iteration 16Q: 3 clusters Score -1756526 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1756652.625000 Penalty: 4652.772461
	Iteration 17Q: 3 clusters Score -1756653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1756767.875000 Penalty: 4652.772461
	Iteration 18Q: 3 clusters Score -1756768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1756878.000000 Penalty: 4652.772461
	Iteration 19Q: 3 clusters Score -1756878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1756970.875000 Penalty: 4652.772461
	Iteration 20F: 3 clusters Score -1756971 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1757068.000000 Penalty: 4652.772461
	Iteration 21Q: 3 clusters Score -1757068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1757153.375000 Penalty: 4652.772461
	Iteration 22Q: 3 clusters Score -1757153 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1757215.375000 Penalty: 4652.772461
	Iteration 23Q: 3 clusters Score -1757215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1757262.500000 Penalty: 4652.772461
	Iteration 24Q: 3 clusters Score -1757262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1757321.250000 Penalty: 4652.772461
	Iteration 25Q: 3 clusters Score -1757321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1757411.625000 Penalty: 4652.772461
	Iteration 26Q: 3 clusters Score -1757412 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1757510.000000 Penalty: 4652.772461
	Iteration 27Q: 3 clusters Score -1757510 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1757590.500000 Penalty: 4652.772461
	Iteration 28Q: 3 clusters Score -1757590 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1757651.625000 Penalty: 4652.772461
	Iteration 29Q: 3 clusters Score -1757652 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1757704.250000 Penalty: 4652.772461
	Iteration 30Q: 3 clusters Score -1757704 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1757748.000000 Penalty: 4652.772461
	Iteration 31Q: 3 clusters Score -1757748 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1757784.750000 Penalty: 4652.772461
	Iteration 32Q: 3 clusters Score -1757785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1757813.500000 Penalty: 4652.772461
	Iteration 33Q: 3 clusters Score -1757814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1757821.625000 Penalty: 4652.772461
	Iteration 34Q: 3 clusters Score -1757822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1757824.125000 Penalty: 4652.772461
	Iteration 35Q: 3 clusters Score -1757824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1757829.875000 Penalty: 4652.772461
	Iteration 36Q: 3 clusters Score -1757830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1757829.625000 Penalty: 4652.772461
	Iteration 37Q: 3 clusters Score -1757830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1757830.250000 Penalty: 4652.772461
	Iteration 38Q: 3 clusters Score -1757830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1757834.000000 Penalty: 4652.772461
	Iteration 39Q: 3 clusters Score -1757834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1757835.375000 Penalty: 4652.772461
	Iteration 40F: 3 clusters Score -1757835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1757834.875000 Penalty: 4652.772461
	Iteration 41Q: 3 clusters Score -1757835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1757834.375000 Penalty: 4652.772461
	Iteration 42Q: 3 clusters Score -1757834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1757834.375000 Penalty: 4652.772461
	Iteration 43Q: 3 clusters Score -1757834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1757834.375000 Penalty: 4652.772461
	Iteration 44Q: 3 clusters Score -1757834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1757832.625000 Penalty: 4652.772461
	Iteration 45Q: 3 clusters Score -1757833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1757832.625000 Penalty: 4652.772461
	Iteration 46F: 3 clusters Score -1757833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -421289.968750 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -421290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -418051.062500 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -418051.1 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -419080.656250 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -419080.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -419772.437500 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -419772.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -420371.156250 Penalty: 3980.818359
	Iteration 3F: 3 clusters Score -420371.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -420706.750000 Penalty: 3980.818359
	Iteration 4F: 3 clusters Score -420706.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -420866.781250 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -420866.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -420967.000000 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -420967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -421024.843750 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -421024.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -421065.187500 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -421065.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -421111.656250 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -421111.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -421156.687500 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -421156.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -421206.593750 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -421206.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -421252.406250 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -421252.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -421316.843750 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -421316.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -421430.781250 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -421430.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -421576.718750 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -421576.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -421711.000000 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -421711 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -421775.593750 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -421775.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -421812.000000 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -421812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -421828.593750 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -421828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421836.718750 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -421836.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -421843.062500 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -421843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -421844.875000 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -421844.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -421848.093750 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -421848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -421850.156250 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -421850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -421854.937500 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -421854.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -421862.593750 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -421862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -421866.437500 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -421866.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -421868.718750 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -421868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -421870.437500 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -421870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -421871.218750 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -421871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -421871.218750 Penalty: 3980.818359
	Iteration 31F: 3 clusters Score -421871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102163 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 1207 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Mstep: Class 48 contains 1852 members 
Entering Unmasked Estep 
Score: -115061224.000000 Penalty: 161847.281250
Splitting cluster 8 changes total score from -115061768.000000 to -115061224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Entering Unmasked Estep 
Score: -1968309.625000 Penalty: 2358.957520
	Iteration 0F: 2 clusters Score -1968310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1958501.625000 Penalty: 4717.915039
	Iteration 0F: 3 clusters Score -1958502 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1961644.750000 Penalty: 4717.915039
	Iteration 1F: 3 clusters Score -1961645 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1962276.125000 Penalty: 4717.915039
	Iteration 2F: 3 clusters Score -1962276 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1963171.375000 Penalty: 4717.915039
	Iteration 3F: 3 clusters Score -1963171 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1964318.000000 Penalty: 4717.915039
	Iteration 4F: 3 clusters Score -1964318 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1965404.000000 Penalty: 4717.915039
	Iteration 5F: 3 clusters Score -1965404 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1966062.500000 Penalty: 4717.915039
	Iteration 6F: 3 clusters Score -1966062 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1966420.000000 Penalty: 4717.915039
	Iteration 7Q: 3 clusters Score -1966420 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1966648.250000 Penalty: 4717.915039
	Iteration 8Q: 3 clusters Score -1966648 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1966801.125000 Penalty: 4717.915039
	Iteration 9Q: 3 clusters Score -1966801 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1966911.375000 Penalty: 4717.915039
	Iteration 10Q: 3 clusters Score -1966911 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1966998.000000 Penalty: 4717.915039
	Iteration 11Q: 3 clusters Score -1966998 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1967084.500000 Penalty: 4717.915039
	Iteration 12Q: 3 clusters Score -1967084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1967146.500000 Penalty: 4717.915039
	Iteration 13Q: 3 clusters Score -1967146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1967195.250000 Penalty: 4717.915039
	Iteration 14Q: 3 clusters Score -1967195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1967244.125000 Penalty: 4717.915039
	Iteration 15Q: 3 clusters Score -1967244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1967300.875000 Penalty: 4717.915039
	Iteration 16Q: 3 clusters Score -1967301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1967318.250000 Penalty: 4717.915039
	Iteration 17Q: 3 clusters Score -1967318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1967340.250000 Penalty: 4717.915039
	Iteration 18Q: 3 clusters Score -1967340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1967351.375000 Penalty: 4717.915039
	Iteration 19Q: 3 clusters Score -1967351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1967368.375000 Penalty: 4717.915039
	Iteration 20F: 3 clusters Score -1967368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1967378.500000 Penalty: 4717.915039
	Iteration 21Q: 3 clusters Score -1967378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1967382.250000 Penalty: 4717.915039
	Iteration 22Q: 3 clusters Score -1967382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1967392.875000 Penalty: 4717.915039
	Iteration 23Q: 3 clusters Score -1967393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1967398.500000 Penalty: 4717.915039
	Iteration 24Q: 3 clusters Score -1967398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1967399.250000 Penalty: 4717.915039
	Iteration 25Q: 3 clusters Score -1967399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1967406.000000 Penalty: 4717.915039
	Iteration 26Q: 3 clusters Score -1967406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1967409.500000 Penalty: 4717.915039
	Iteration 27Q: 3 clusters Score -1967410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1967410.250000 Penalty: 4717.915039
	Iteration 28Q: 3 clusters Score -1967410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1967415.125000 Penalty: 4717.915039
	Iteration 29Q: 3 clusters Score -1967415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1967419.000000 Penalty: 4717.915039
	Iteration 30Q: 3 clusters Score -1967419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1967417.500000 Penalty: 4717.915039
	Iteration 31Q: 3 clusters Score -1967418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1967419.750000 Penalty: 4717.915039
	Iteration 32Q: 3 clusters Score -1967420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1967422.750000 Penalty: 4717.915039
	Iteration 33Q: 3 clusters Score -1967423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1967419.625000 Penalty: 4717.915039
	Iteration 34Q: 3 clusters Score -1967420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1967421.875000 Penalty: 4717.915039
	Iteration 35Q: 3 clusters Score -1967422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1967425.875000 Penalty: 4717.915039
	Iteration 36Q: 3 clusters Score -1967426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1967427.750000 Penalty: 4717.915039
	Iteration 37Q: 3 clusters Score -1967428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1967429.500000 Penalty: 4717.915039
	Iteration 38Q: 3 clusters Score -1967430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1967428.125000 Penalty: 4717.915039
	Iteration 39Q: 3 clusters Score -1967428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1967429.625000 Penalty: 4717.915039
	Iteration 40F: 3 clusters Score -1967430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1967429.625000 Penalty: 4717.915039
	Iteration 41Q: 3 clusters Score -1967430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1967424.875000 Penalty: 4717.915039
	Iteration 42Q: 3 clusters Score -1967425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1967425.250000 Penalty: 4717.915039
	Iteration 43Q: 3 clusters Score -1967425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1967424.500000 Penalty: 4717.915039
	Iteration 44Q: 3 clusters Score -1967424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1967425.250000 Penalty: 4717.915039
	Iteration 45Q: 3 clusters Score -1967425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1967426.375000 Penalty: 4717.915039
	Iteration 46Q: 3 clusters Score -1967426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1967425.625000 Penalty: 4717.915039
	Iteration 47Q: 3 clusters Score -1967426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1967426.625000 Penalty: 4717.915039
	Iteration 48Q: 3 clusters Score -1967427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1967428.375000 Penalty: 4717.915039
	Iteration 49Q: 3 clusters Score -1967428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1967427.500000 Penalty: 4717.915039
	Iteration 50Q: 3 clusters Score -1967428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1967424.750000 Penalty: 4717.915039
	Iteration 51Q: 3 clusters Score -1967425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1967426.000000 Penalty: 4717.915039
	Iteration 52Q: 3 clusters Score -1967426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1967430.375000 Penalty: 4717.915039
	Iteration 53Q: 3 clusters Score -1967430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1967429.875000 Penalty: 4717.915039
	Iteration 54Q: 3 clusters Score -1967430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1967432.250000 Penalty: 4717.915039
	Iteration 55Q: 3 clusters Score -1967432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1967429.125000 Penalty: 4717.915039
	Iteration 56Q: 3 clusters Score -1967429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1967429.625000 Penalty: 4717.915039
	Iteration 57Q: 3 clusters Score -1967430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1967431.250000 Penalty: 4717.915039
	Iteration 58Q: 3 clusters Score -1967431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1967432.500000 Penalty: 4717.915039
	Iteration 59Q: 3 clusters Score -1967432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1967431.750000 Penalty: 4717.915039
	Iteration 60F: 3 clusters Score -1967432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1967432.000000 Penalty: 4717.915039
	Iteration 61Q: 3 clusters Score -1967432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1967433.250000 Penalty: 4717.915039
	Iteration 62Q: 3 clusters Score -1967433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1967436.000000 Penalty: 4717.915039
	Iteration 63Q: 3 clusters Score -1967436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1967439.875000 Penalty: 4717.915039
	Iteration 64Q: 3 clusters Score -1967440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1967441.125000 Penalty: 4717.915039
	Iteration 65Q: 3 clusters Score -1967441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1967438.875000 Penalty: 4717.915039
	Iteration 66Q: 3 clusters Score -1967439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1967445.250000 Penalty: 4717.915039
	Iteration 67Q: 3 clusters Score -1967445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1967446.375000 Penalty: 4717.915039
	Iteration 68Q: 3 clusters Score -1967446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1967446.125000 Penalty: 4717.915039
	Iteration 69Q: 3 clusters Score -1967446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1967447.625000 Penalty: 4717.915039
	Iteration 70Q: 3 clusters Score -1967448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1967447.625000 Penalty: 4717.915039
	Iteration 71F: 3 clusters Score -1967448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Entering Unmasked Estep 
Score: -3190294.500000 Penalty: 2475.564209
	Iteration 0F: 2 clusters Score -3190294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3175178.750000 Penalty: 4951.128418
	Iteration 0F: 3 clusters Score -3175179 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -3180415.750000 Penalty: 4951.128418
	Iteration 1F: 3 clusters Score -3180416 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3180959.250000 Penalty: 4951.128418
	Iteration 2F: 3 clusters Score -3180959 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3181538.250000 Penalty: 4951.128418
	Iteration 3F: 3 clusters Score -3181538 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3182375.500000 Penalty: 4951.128418
	Iteration 4F: 3 clusters Score -3182376 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -3183524.250000 Penalty: 4951.128418
	Iteration 5F: 3 clusters Score -3183524 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3184723.250000 Penalty: 4951.128418
	Iteration 6F: 3 clusters Score -3184723 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3185843.000000 Penalty: 4951.128418
	Iteration 7F: 3 clusters Score -3185843 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3186721.750000 Penalty: 4951.128418
	Iteration 8F: 3 clusters Score -3186722 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3187270.500000 Penalty: 4951.128418
	Iteration 9Q: 3 clusters Score -3187270 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3187561.500000 Penalty: 4951.128418
	Iteration 10Q: 3 clusters Score -3187562 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3187753.250000 Penalty: 4951.128418
	Iteration 11Q: 3 clusters Score -3187753 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3187887.000000 Penalty: 4951.128418
	Iteration 12Q: 3 clusters Score -3187887 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3188000.500000 Penalty: 4951.128418
	Iteration 13Q: 3 clusters Score -3188000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3188090.500000 Penalty: 4951.128418
	Iteration 14Q: 3 clusters Score -3188090 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3188145.750000 Penalty: 4951.128418
	Iteration 15Q: 3 clusters Score -3188146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3188182.000000 Penalty: 4951.128418
	Iteration 16Q: 3 clusters Score -3188182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3188206.500000 Penalty: 4951.128418
	Iteration 17Q: 3 clusters Score -3188206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3188222.500000 Penalty: 4951.128418
	Iteration 18Q: 3 clusters Score -3188222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3188230.000000 Penalty: 4951.128418
	Iteration 19Q: 3 clusters Score -3188230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3188238.500000 Penalty: 4951.128418
	Iteration 20F: 3 clusters Score -3188238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3188250.250000 Penalty: 4951.128418
	Iteration 21Q: 3 clusters Score -3188250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3188255.250000 Penalty: 4951.128418
	Iteration 22Q: 3 clusters Score -3188255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3188258.000000 Penalty: 4951.128418
	Iteration 23Q: 3 clusters Score -3188258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3188259.750000 Penalty: 4951.128418
	Iteration 24Q: 3 clusters Score -3188260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3188263.500000 Penalty: 4951.128418
	Iteration 25Q: 3 clusters Score -3188264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3188270.000000 Penalty: 4951.128418
	Iteration 26Q: 3 clusters Score -3188270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3188271.250000 Penalty: 4951.128418
	Iteration 27Q: 3 clusters Score -3188271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3188274.750000 Penalty: 4951.128418
	Iteration 28Q: 3 clusters Score -3188275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3188276.500000 Penalty: 4951.128418
	Iteration 29Q: 3 clusters Score -3188276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3188278.000000 Penalty: 4951.128418
	Iteration 30Q: 3 clusters Score -3188278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3188283.500000 Penalty: 4951.128418
	Iteration 31Q: 3 clusters Score -3188284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3188288.500000 Penalty: 4951.128418
	Iteration 32Q: 3 clusters Score -3188288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3188289.500000 Penalty: 4951.128418
	Iteration 33Q: 3 clusters Score -3188290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3188296.000000 Penalty: 4951.128418
	Iteration 34Q: 3 clusters Score -3188296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3188297.500000 Penalty: 4951.128418
	Iteration 35Q: 3 clusters Score -3188298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3188297.000000 Penalty: 4951.128418
	Iteration 36Q: 3 clusters Score -3188297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3188297.750000 Penalty: 4951.128418
	Iteration 37Q: 3 clusters Score -3188298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3188299.250000 Penalty: 4951.128418
	Iteration 38Q: 3 clusters Score -3188299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3188299.750000 Penalty: 4951.128418
	Iteration 39Q: 3 clusters Score -3188300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3188300.750000 Penalty: 4951.128418
	Iteration 40F: 3 clusters Score -3188301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3188298.250000 Penalty: 4951.128418
	Iteration 41Q: 3 clusters Score -3188298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3188295.250000 Penalty: 4951.128418
	Iteration 42Q: 3 clusters Score -3188295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3188299.000000 Penalty: 4951.128418
	Iteration 43Q: 3 clusters Score -3188299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3188299.000000 Penalty: 4951.128418
	Iteration 44F: 3 clusters Score -3188299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -516141.843750 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -516141.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -512297.593750 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -512297.6 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -513583.750000 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -513583.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -514110.437500 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -514110.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -514501.250000 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -514501.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -514773.093750 Penalty: 4133.897949
	Iteration 4F: 3 clusters Score -514773.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -514961.406250 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -514961.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -515170.343750 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -515170.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -515354.250000 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -515354.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -515494.593750 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -515494.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -515561.687500 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -515561.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -515608.781250 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -515608.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -515647.812500 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -515647.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -515673.437500 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -515673.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -515690.437500 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -515690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -515702.000000 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -515702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -515708.625000 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -515708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -515719.406250 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -515719.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -515726.687500 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -515726.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -515728.968750 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -515729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -515729.750000 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -515729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -515731.781250 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -515731.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -515735.312500 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -515735.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -515741.312500 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -515741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -515748.968750 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -515749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -515754.531250 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -515754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -515758.812500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -515758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -515760.687500 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -515760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -515762.531250 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -515762.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -515765.437500 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -515765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -515765.656250 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -515765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -515767.093750 Penalty: 4133.897949
	Iteration 30Q: 3 clusters Score -515767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -515766.437500 Penalty: 4133.897949
	Iteration 31Q: 3 clusters Score -515766.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -515766.437500 Penalty: 4133.897949
	Iteration 32F: 3 clusters Score -515766.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Entering Unmasked Estep 
Score: -14501265.000000 Penalty: 2846.321045
	Iteration 0F: 2 clusters Score -1.450126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -14436877.000000 Penalty: 5692.642090
	Iteration 0F: 3 clusters Score -1.443688e+07 nChanged 45805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -14462965.000000 Penalty: 5692.642090
	Iteration 1F: 3 clusters Score -1.446296e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -14463922.000000 Penalty: 5692.642090
	Iteration 2Q: 3 clusters Score -1.446392e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -14465036.000000 Penalty: 5692.642090
	Iteration 3Q: 3 clusters Score -1.446504e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -14466548.000000 Penalty: 5692.642090
	Iteration 4Q: 3 clusters Score -1.446655e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -14468609.000000 Penalty: 5692.642090
	Iteration 5Q: 3 clusters Score -1.446861e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -14471614.000000 Penalty: 5692.642090
	Iteration 6F: 3 clusters Score -1.447161e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -14476443.000000 Penalty: 5692.642090
	Iteration 7F: 3 clusters Score -1.447644e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 77459 members 
Entering Unmasked Estep 
Score: -14482512.000000 Penalty: 5692.642090
	Iteration 8F: 3 clusters Score -1.448251e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -14488519.000000 Penalty: 5692.642090
	Iteration 9F: 3 clusters Score -1.448852e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 89195 members 
Entering Unmasked Estep 
Score: -14493012.000000 Penalty: 5692.642090
	Iteration 10F: 3 clusters Score -1.449301e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -14495705.000000 Penalty: 5692.642090
	Iteration 11Q: 3 clusters Score -1.44957e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -14497209.000000 Penalty: 5692.642090
	Iteration 12Q: 3 clusters Score -1.449721e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 94840 members 
Entering Unmasked Estep 
Score: -14497926.000000 Penalty: 5692.642090
	Iteration 13Q: 3 clusters Score -1.449793e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -14498271.000000 Penalty: 5692.642090
	Iteration 14Q: 3 clusters Score -1.449827e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -14498476.000000 Penalty: 5692.642090
	Iteration 15Q: 3 clusters Score -1.449848e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -14498592.000000 Penalty: 5692.642090
	Iteration 16Q: 3 clusters Score -1.449859e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -14498681.000000 Penalty: 5692.642090
	Iteration 17Q: 3 clusters Score -1.449868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -14498754.000000 Penalty: 5692.642090
	Iteration 18Q: 3 clusters Score -1.449875e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95816 members 
Entering Unmasked Estep 
Score: -14498820.000000 Penalty: 5692.642090
	Iteration 19Q: 3 clusters Score -1.449882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 95839 members 
Entering Unmasked Estep 
Score: -14498868.000000 Penalty: 5692.642090
	Iteration 20F: 3 clusters Score -1.449887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -14498896.000000 Penalty: 5692.642090
	Iteration 21Q: 3 clusters Score -1.44989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -14498905.000000 Penalty: 5692.642090
	Iteration 22Q: 3 clusters Score -1.44989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -14498933.000000 Penalty: 5692.642090
	Iteration 23Q: 3 clusters Score -1.449893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -14498938.000000 Penalty: 5692.642090
	Iteration 24Q: 3 clusters Score -1.449894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 95902 members 
Entering Unmasked Estep 
Score: -14498950.000000 Penalty: 5692.642090
	Iteration 25Q: 3 clusters Score -1.449895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -14498953.000000 Penalty: 5692.642090
	Iteration 26Q: 3 clusters Score -1.449895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -14498953.000000 Penalty: 5692.642090
	Iteration 27Q: 3 clusters Score -1.449895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 95911 members 
Entering Unmasked Estep 
Score: -14498962.000000 Penalty: 5692.642090
	Iteration 28Q: 3 clusters Score -1.449896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -14498957.000000 Penalty: 5692.642090
	Iteration 29Q: 3 clusters Score -1.449896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 95913 members 
Entering Unmasked Estep 
Score: -14498957.000000 Penalty: 5692.642090
	Iteration 30F: 3 clusters Score -1.449896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Entering Unmasked Estep 
Score: -832742.375000 Penalty: 2148.086670
	Iteration 0F: 2 clusters Score -832742.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -827802.062500 Penalty: 4296.173340
	Iteration 0F: 3 clusters Score -827802.1 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -829196.875000 Penalty: 4296.173340
	Iteration 1F: 3 clusters Score -829196.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -829681.625000 Penalty: 4296.173340
	Iteration 2F: 3 clusters Score -829681.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -830094.000000 Penalty: 4296.173340
	Iteration 3F: 3 clusters Score -830094 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -830404.125000 Penalty: 4296.173340
	Iteration 4F: 3 clusters Score -830404.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -830642.437500 Penalty: 4296.173340
	Iteration 5F: 3 clusters Score -830642.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -830823.375000 Penalty: 4296.173340
	Iteration 6Q: 3 clusters Score -830823.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -830947.500000 Penalty: 4296.173340
	Iteration 7Q: 3 clusters Score -830947.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -831022.187500 Penalty: 4296.173340
	Iteration 8Q: 3 clusters Score -831022.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -831087.500000 Penalty: 4296.173340
	Iteration 9Q: 3 clusters Score -831087.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -831166.187500 Penalty: 4296.173340
	Iteration 10Q: 3 clusters Score -831166.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -831232.125000 Penalty: 4296.173340
	Iteration 11Q: 3 clusters Score -831232.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -831274.000000 Penalty: 4296.173340
	Iteration 12Q: 3 clusters Score -831274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -831307.000000 Penalty: 4296.173340
	Iteration 13Q: 3 clusters Score -831307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -831332.562500 Penalty: 4296.173340
	Iteration 14Q: 3 clusters Score -831332.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -831363.062500 Penalty: 4296.173340
	Iteration 15Q: 3 clusters Score -831363.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -831392.812500 Penalty: 4296.173340
	Iteration 16Q: 3 clusters Score -831392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -831427.062500 Penalty: 4296.173340
	Iteration 17Q: 3 clusters Score -831427.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -831463.125000 Penalty: 4296.173340
	Iteration 18Q: 3 clusters Score -831463.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -831492.437500 Penalty: 4296.173340
	Iteration 19Q: 3 clusters Score -831492.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -831516.625000 Penalty: 4296.173340
	Iteration 20F: 3 clusters Score -831516.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -831540.812500 Penalty: 4296.173340
	Iteration 21Q: 3 clusters Score -831540.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -831565.125000 Penalty: 4296.173340
	Iteration 22Q: 3 clusters Score -831565.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -831579.750000 Penalty: 4296.173340
	Iteration 23Q: 3 clusters Score -831579.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -831590.937500 Penalty: 4296.173340
	Iteration 24Q: 3 clusters Score -831590.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -831602.062500 Penalty: 4296.173340
	Iteration 25Q: 3 clusters Score -831602.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -831610.750000 Penalty: 4296.173340
	Iteration 26Q: 3 clusters Score -831610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -831617.562500 Penalty: 4296.173340
	Iteration 27Q: 3 clusters Score -831617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -831623.250000 Penalty: 4296.173340
	Iteration 28Q: 3 clusters Score -831623.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -831629.812500 Penalty: 4296.173340
	Iteration 29Q: 3 clusters Score -831629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -831636.312500 Penalty: 4296.173340
	Iteration 30Q: 3 clusters Score -831636.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -831640.000000 Penalty: 4296.173340
	Iteration 31Q: 3 clusters Score -831640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -831649.062500 Penalty: 4296.173340
	Iteration 32Q: 3 clusters Score -831649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -831660.437500 Penalty: 4296.173340
	Iteration 33Q: 3 clusters Score -831660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -831663.750000 Penalty: 4296.173340
	Iteration 34Q: 3 clusters Score -831663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -831664.500000 Penalty: 4296.173340
	Iteration 35Q: 3 clusters Score -831664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -831666.437500 Penalty: 4296.173340
	Iteration 36Q: 3 clusters Score -831666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -831670.562500 Penalty: 4296.173340
	Iteration 37Q: 3 clusters Score -831670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -831679.437500 Penalty: 4296.173340
	Iteration 38Q: 3 clusters Score -831679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -831684.125000 Penalty: 4296.173340
	Iteration 39Q: 3 clusters Score -831684.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -831685.375000 Penalty: 4296.173340
	Iteration 40F: 3 clusters Score -831685.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -831685.937500 Penalty: 4296.173340
	Iteration 41Q: 3 clusters Score -831685.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -831686.562500 Penalty: 4296.173340
	Iteration 42Q: 3 clusters Score -831686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -831686.562500 Penalty: 4296.173340
	Iteration 43F: 3 clusters Score -831686.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Entering Unmasked Estep 
Score: -2121913.000000 Penalty: 2373.750732
	Iteration 0F: 2 clusters Score -2121913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2111465.000000 Penalty: 4747.501465
	Iteration 0F: 3 clusters Score -2111465 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2114952.250000 Penalty: 4747.501465
	Iteration 1F: 3 clusters Score -2114952 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2115380.500000 Penalty: 4747.501465
	Iteration 2F: 3 clusters Score -2115380 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2115819.250000 Penalty: 4747.501465
	Iteration 3F: 3 clusters Score -2115819 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2116290.000000 Penalty: 4747.501465
	Iteration 4F: 3 clusters Score -2116290 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2116784.250000 Penalty: 4747.501465
	Iteration 5F: 3 clusters Score -2116784 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2117325.000000 Penalty: 4747.501465
	Iteration 6F: 3 clusters Score -2117325 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2117854.000000 Penalty: 4747.501465
	Iteration 7F: 3 clusters Score -2117854 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2118269.000000 Penalty: 4747.501465
	Iteration 8Q: 3 clusters Score -2118269 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2118588.000000 Penalty: 4747.501465
	Iteration 9Q: 3 clusters Score -2118588 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2118858.750000 Penalty: 4747.501465
	Iteration 10Q: 3 clusters Score -2118859 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2119104.750000 Penalty: 4747.501465
	Iteration 11Q: 3 clusters Score -2119105 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2119316.000000 Penalty: 4747.501465
	Iteration 12Q: 3 clusters Score -2119316 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2119500.750000 Penalty: 4747.501465
	Iteration 13Q: 3 clusters Score -2119501 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2119693.000000 Penalty: 4747.501465
	Iteration 14Q: 3 clusters Score -2119693 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -2119865.750000 Penalty: 4747.501465
	Iteration 15Q: 3 clusters Score -2119866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2120009.750000 Penalty: 4747.501465
	Iteration 16Q: 3 clusters Score -2120010 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2120127.500000 Penalty: 4747.501465
	Iteration 17Q: 3 clusters Score -2120128 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2120230.500000 Penalty: 4747.501465
	Iteration 18Q: 3 clusters Score -2120230 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2120318.750000 Penalty: 4747.501465
	Iteration 19Q: 3 clusters Score -2120319 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2120380.750000 Penalty: 4747.501465
	Iteration 20F: 3 clusters Score -2120381 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2120418.000000 Penalty: 4747.501465
	Iteration 21Q: 3 clusters Score -2120418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2120454.250000 Penalty: 4747.501465
	Iteration 22Q: 3 clusters Score -2120454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2120468.750000 Penalty: 4747.501465
	Iteration 23Q: 3 clusters Score -2120469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2120479.500000 Penalty: 4747.501465
	Iteration 24Q: 3 clusters Score -2120480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2120486.750000 Penalty: 4747.501465
	Iteration 25Q: 3 clusters Score -2120487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2120490.500000 Penalty: 4747.501465
	Iteration 26Q: 3 clusters Score -2120490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2120499.250000 Penalty: 4747.501465
	Iteration 27Q: 3 clusters Score -2120499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2120498.500000 Penalty: 4747.501465
	Iteration 28Q: 3 clusters Score -2120498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2120501.750000 Penalty: 4747.501465
	Iteration 29Q: 3 clusters Score -2120502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2120500.500000 Penalty: 4747.501465
	Iteration 30Q: 3 clusters Score -2120500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2120501.000000 Penalty: 4747.501465
	Iteration 31Q: 3 clusters Score -2120501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2120501.750000 Penalty: 4747.501465
	Iteration 32Q: 3 clusters Score -2120502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2120502.250000 Penalty: 4747.501465
	Iteration 33Q: 3 clusters Score -2120502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2120503.250000 Penalty: 4747.501465
	Iteration 34Q: 3 clusters Score -2120503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2120503.250000 Penalty: 4747.501465
	Iteration 35F: 3 clusters Score -2120503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Entering Unmasked Estep 
Score: -2325602.500000 Penalty: 2414.414551
	Iteration 0F: 2 clusters Score -2325602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2313576.500000 Penalty: 4828.829102
	Iteration 0F: 3 clusters Score -2313576 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2317927.000000 Penalty: 4828.829102
	Iteration 1F: 3 clusters Score -2317927 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2318543.000000 Penalty: 4828.829102
	Iteration 2F: 3 clusters Score -2318543 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2319100.500000 Penalty: 4828.829102
	Iteration 3F: 3 clusters Score -2319100 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2319608.750000 Penalty: 4828.829102
	Iteration 4F: 3 clusters Score -2319609 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2320053.500000 Penalty: 4828.829102
	Iteration 5Q: 3 clusters Score -2320054 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2320475.000000 Penalty: 4828.829102
	Iteration 6Q: 3 clusters Score -2320475 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2320829.750000 Penalty: 4828.829102
	Iteration 7Q: 3 clusters Score -2320830 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2321175.500000 Penalty: 4828.829102
	Iteration 8Q: 3 clusters Score -2321176 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2321531.750000 Penalty: 4828.829102
	Iteration 9Q: 3 clusters Score -2321532 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2321814.000000 Penalty: 4828.829102
	Iteration 10Q: 3 clusters Score -2321814 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2322025.250000 Penalty: 4828.829102
	Iteration 11Q: 3 clusters Score -2322025 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -2322169.750000 Penalty: 4828.829102
	Iteration 12Q: 3 clusters Score -2322170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2322261.000000 Penalty: 4828.829102
	Iteration 13Q: 3 clusters Score -2322261 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2322308.750000 Penalty: 4828.829102
	Iteration 14Q: 3 clusters Score -2322309 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2322346.500000 Penalty: 4828.829102
	Iteration 15Q: 3 clusters Score -2322346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2322375.500000 Penalty: 4828.829102
	Iteration 16Q: 3 clusters Score -2322376 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2322382.750000 Penalty: 4828.829102
	Iteration 17Q: 3 clusters Score -2322383 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2322399.000000 Penalty: 4828.829102
	Iteration 18Q: 3 clusters Score -2322399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2322411.250000 Penalty: 4828.829102
	Iteration 19Q: 3 clusters Score -2322411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2322422.250000 Penalty: 4828.829102
	Iteration 20F: 3 clusters Score -2322422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2322430.750000 Penalty: 4828.829102
	Iteration 21Q: 3 clusters Score -2322431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2322433.000000 Penalty: 4828.829102
	Iteration 22Q: 3 clusters Score -2322433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2322438.500000 Penalty: 4828.829102
	Iteration 23Q: 3 clusters Score -2322438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2322437.500000 Penalty: 4828.829102
	Iteration 24Q: 3 clusters Score -2322438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2322439.750000 Penalty: 4828.829102
	Iteration 25Q: 3 clusters Score -2322440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2322442.500000 Penalty: 4828.829102
	Iteration 26Q: 3 clusters Score -2322442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2322451.250000 Penalty: 4828.829102
	Iteration 27Q: 3 clusters Score -2322451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2322451.500000 Penalty: 4828.829102
	Iteration 28Q: 3 clusters Score -2322452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2322457.750000 Penalty: 4828.829102
	Iteration 29Q: 3 clusters Score -2322458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2322459.750000 Penalty: 4828.829102
	Iteration 30Q: 3 clusters Score -2322460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2322464.500000 Penalty: 4828.829102
	Iteration 31Q: 3 clusters Score -2322464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2322462.750000 Penalty: 4828.829102
	Iteration 32Q: 3 clusters Score -2322463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2322468.000000 Penalty: 4828.829102
	Iteration 33Q: 3 clusters Score -2322468 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -2322486.000000 Penalty: 4828.829102
	Iteration 34Q: 3 clusters Score -2322486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2322501.750000 Penalty: 4828.829102
	Iteration 35Q: 3 clusters Score -2322502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2322507.500000 Penalty: 4828.829102
	Iteration 36Q: 3 clusters Score -2322508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2322509.750000 Penalty: 4828.829102
	Iteration 37Q: 3 clusters Score -2322510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2322513.500000 Penalty: 4828.829102
	Iteration 38Q: 3 clusters Score -2322514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2322524.000000 Penalty: 4828.829102
	Iteration 39Q: 3 clusters Score -2322524 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2322535.500000 Penalty: 4828.829102
	Iteration 40F: 3 clusters Score -2322536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2322547.000000 Penalty: 4828.829102
	Iteration 41Q: 3 clusters Score -2322547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2322561.250000 Penalty: 4828.829102
	Iteration 42Q: 3 clusters Score -2322561 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2322564.250000 Penalty: 4828.829102
	Iteration 43Q: 3 clusters Score -2322564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2322574.000000 Penalty: 4828.829102
	Iteration 44Q: 3 clusters Score -2322574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2322579.000000 Penalty: 4828.829102
	Iteration 45Q: 3 clusters Score -2322579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2322589.750000 Penalty: 4828.829102
	Iteration 46Q: 3 clusters Score -2322590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2322594.750000 Penalty: 4828.829102
	Iteration 47Q: 3 clusters Score -2322595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2322616.000000 Penalty: 4828.829102
	Iteration 48Q: 3 clusters Score -2322616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2322625.250000 Penalty: 4828.829102
	Iteration 49Q: 3 clusters Score -2322625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2322626.500000 Penalty: 4828.829102
	Iteration 50Q: 3 clusters Score -2322626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2322644.500000 Penalty: 4828.829102
	Iteration 51Q: 3 clusters Score -2322644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2322656.500000 Penalty: 4828.829102
	Iteration 52Q: 3 clusters Score -2322656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2322671.000000 Penalty: 4828.829102
	Iteration 53Q: 3 clusters Score -2322671 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2322692.000000 Penalty: 4828.829102
	Iteration 54Q: 3 clusters Score -2322692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2322704.750000 Penalty: 4828.829102
	Iteration 55Q: 3 clusters Score -2322705 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2322727.750000 Penalty: 4828.829102
	Iteration 56Q: 3 clusters Score -2322728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2322752.000000 Penalty: 4828.829102
	Iteration 57Q: 3 clusters Score -2322752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2322779.250000 Penalty: 4828.829102
	Iteration 58Q: 3 clusters Score -2322779 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2322816.250000 Penalty: 4828.829102
	Iteration 59Q: 3 clusters Score -2322816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2322858.000000 Penalty: 4828.829102
	Iteration 60F: 3 clusters Score -2322858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2322901.000000 Penalty: 4828.829102
	Iteration 61Q: 3 clusters Score -2322901 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2322953.500000 Penalty: 4828.829102
	Iteration 62Q: 3 clusters Score -2322954 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2323017.500000 Penalty: 4828.829102
	Iteration 63Q: 3 clusters Score -2323018 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2323068.500000 Penalty: 4828.829102
	Iteration 64Q: 3 clusters Score -2323068 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2323123.500000 Penalty: 4828.829102
	Iteration 65Q: 3 clusters Score -2323124 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2323185.250000 Penalty: 4828.829102
	Iteration 66Q: 3 clusters Score -2323185 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2323252.000000 Penalty: 4828.829102
	Iteration 67Q: 3 clusters Score -2323252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2323324.250000 Penalty: 4828.829102
	Iteration 68Q: 3 clusters Score -2323324 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2323428.250000 Penalty: 4828.829102
	Iteration 69Q: 3 clusters Score -2323428 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2323534.250000 Penalty: 4828.829102
	Iteration 70Q: 3 clusters Score -2323534 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2323655.500000 Penalty: 4828.829102
	Iteration 71Q: 3 clusters Score -2323656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2323761.250000 Penalty: 4828.829102
	Iteration 72Q: 3 clusters Score -2323761 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2323865.250000 Penalty: 4828.829102
	Iteration 73Q: 3 clusters Score -2323865 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2323971.750000 Penalty: 4828.829102
	Iteration 74Q: 3 clusters Score -2323972 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2324085.250000 Penalty: 4828.829102
	Iteration 75Q: 3 clusters Score -2324085 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2324181.500000 Penalty: 4828.829102
	Iteration 76Q: 3 clusters Score -2324182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2324279.750000 Penalty: 4828.829102
	Iteration 77Q: 3 clusters Score -2324280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2324363.750000 Penalty: 4828.829102
	Iteration 78Q: 3 clusters Score -2324364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2324416.000000 Penalty: 4828.829102
	Iteration 79Q: 3 clusters Score -2324416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2324462.000000 Penalty: 4828.829102
	Iteration 80F: 3 clusters Score -2324462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2324502.500000 Penalty: 4828.829102
	Iteration 81Q: 3 clusters Score -2324502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2324533.250000 Penalty: 4828.829102
	Iteration 82Q: 3 clusters Score -2324533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2324551.000000 Penalty: 4828.829102
	Iteration 83Q: 3 clusters Score -2324551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2324554.500000 Penalty: 4828.829102
	Iteration 84Q: 3 clusters Score -2324554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2324570.000000 Penalty: 4828.829102
	Iteration 85Q: 3 clusters Score -2324570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2324580.750000 Penalty: 4828.829102
	Iteration 86Q: 3 clusters Score -2324581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2324586.750000 Penalty: 4828.829102
	Iteration 87Q: 3 clusters Score -2324587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2324596.500000 Penalty: 4828.829102
	Iteration 88Q: 3 clusters Score -2324596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2324603.000000 Penalty: 4828.829102
	Iteration 89Q: 3 clusters Score -2324603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2324611.750000 Penalty: 4828.829102
	Iteration 90Q: 3 clusters Score -2324612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2324612.750000 Penalty: 4828.829102
	Iteration 91Q: 3 clusters Score -2324613 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2324619.000000 Penalty: 4828.829102
	Iteration 92Q: 3 clusters Score -2324619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2324617.500000 Penalty: 4828.829102
	Iteration 93Q: 3 clusters Score -2324618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2324625.250000 Penalty: 4828.829102
	Iteration 94Q: 3 clusters Score -2324625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2324634.750000 Penalty: 4828.829102
	Iteration 95Q: 3 clusters Score -2324635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2324635.750000 Penalty: 4828.829102
	Iteration 96Q: 3 clusters Score -2324636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2324633.750000 Penalty: 4828.829102
	Iteration 97Q: 3 clusters Score -2324634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2324639.500000 Penalty: 4828.829102
	Iteration 98Q: 3 clusters Score -2324640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2324643.250000 Penalty: 4828.829102
	Iteration 99Q: 3 clusters Score -2324643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2324644.750000 Penalty: 4828.829102
	Iteration 100F: 3 clusters Score -2324645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2324642.250000 Penalty: 4828.829102
	Iteration 101Q: 3 clusters Score -2324642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -2324646.000000 Penalty: 4828.829102
	Iteration 102Q: 3 clusters Score -2324646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2324647.000000 Penalty: 4828.829102
	Iteration 103Q: 3 clusters Score -2324647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2324647.250000 Penalty: 4828.829102
	Iteration 104Q: 3 clusters Score -2324647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2324647.250000 Penalty: 4828.829102
	Iteration 105F: 3 clusters Score -2324647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -131405.625000 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -131405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -129556.703125 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -129556.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129988.765625 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -129988.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -130229.531250 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -130229.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -130415.625000 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -130415.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130551.609375 Penalty: 3406.515137
	Iteration 4F: 3 clusters Score -130551.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -130685.117188 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -130685.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -130817.281250 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -130817.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -130918.992188 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -130919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131027.804688 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -131027.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131079.343750 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -131079.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -131123.640625 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -131123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131136.515625 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -131136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131156.593750 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -131156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -131168.687500 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -131168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131184.718750 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -131184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131197.578125 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -131197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131207.890625 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -131207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -131218.859375 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -131218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131228.171875 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -131228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -131231.875000 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -131231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -131231.875000 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -131231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Entering Unmasked Estep 
Score: -1324751.000000 Penalty: 2258.530518
	Iteration 0F: 2 clusters Score -1324751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1317687.875000 Penalty: 4517.061035
	Iteration 0F: 3 clusters Score -1317688 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1319710.875000 Penalty: 4517.061035
	Iteration 1F: 3 clusters Score -1319711 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1319964.625000 Penalty: 4517.061035
	Iteration 2F: 3 clusters Score -1319965 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1320132.500000 Penalty: 4517.061035
	Iteration 3Q: 3 clusters Score -1320132 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1320262.875000 Penalty: 4517.061035
	Iteration 4Q: 3 clusters Score -1320263 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1320383.375000 Penalty: 4517.061035
	Iteration 5Q: 3 clusters Score -1320383 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1320484.125000 Penalty: 4517.061035
	Iteration 6Q: 3 clusters Score -1320484 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1320580.750000 Penalty: 4517.061035
	Iteration 7Q: 3 clusters Score -1320581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1320671.125000 Penalty: 4517.061035
	Iteration 8Q: 3 clusters Score -1320671 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1320759.375000 Penalty: 4517.061035
	Iteration 9Q: 3 clusters Score -1320759 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1320868.875000 Penalty: 4517.061035
	Iteration 10Q: 3 clusters Score -1320869 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1320997.375000 Penalty: 4517.061035
	Iteration 11Q: 3 clusters Score -1320997 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1321155.625000 Penalty: 4517.061035
	Iteration 12Q: 3 clusters Score -1321156 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1321337.625000 Penalty: 4517.061035
	Iteration 13Q: 3 clusters Score -1321338 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1321516.375000 Penalty: 4517.061035
	Iteration 14Q: 3 clusters Score -1321516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1321701.625000 Penalty: 4517.061035
	Iteration 15Q: 3 clusters Score -1321702 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1321851.375000 Penalty: 4517.061035
	Iteration 16Q: 3 clusters Score -1321851 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1321980.750000 Penalty: 4517.061035
	Iteration 17Q: 3 clusters Score -1321981 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1322130.375000 Penalty: 4517.061035
	Iteration 18Q: 3 clusters Score -1322130 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1322266.750000 Penalty: 4517.061035
	Iteration 19Q: 3 clusters Score -1322267 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1322394.375000 Penalty: 4517.061035
	Iteration 20F: 3 clusters Score -1322394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1322503.625000 Penalty: 4517.061035
	Iteration 21Q: 3 clusters Score -1322504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1322596.250000 Penalty: 4517.061035
	Iteration 22Q: 3 clusters Score -1322596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1322668.750000 Penalty: 4517.061035
	Iteration 23Q: 3 clusters Score -1322669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1322719.125000 Penalty: 4517.061035
	Iteration 24Q: 3 clusters Score -1322719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1322764.000000 Penalty: 4517.061035
	Iteration 25Q: 3 clusters Score -1322764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1322806.375000 Penalty: 4517.061035
	Iteration 26Q: 3 clusters Score -1322806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1322843.500000 Penalty: 4517.061035
	Iteration 27Q: 3 clusters Score -1322844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1322872.125000 Penalty: 4517.061035
	Iteration 28Q: 3 clusters Score -1322872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1322892.375000 Penalty: 4517.061035
	Iteration 29Q: 3 clusters Score -1322892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1322920.125000 Penalty: 4517.061035
	Iteration 30Q: 3 clusters Score -1322920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1322937.000000 Penalty: 4517.061035
	Iteration 31Q: 3 clusters Score -1322937 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1322961.750000 Penalty: 4517.061035
	Iteration 32Q: 3 clusters Score -1322962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1322976.500000 Penalty: 4517.061035
	Iteration 33Q: 3 clusters Score -1322976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1322979.125000 Penalty: 4517.061035
	Iteration 34Q: 3 clusters Score -1322979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1322993.000000 Penalty: 4517.061035
	Iteration 35Q: 3 clusters Score -1322993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1322999.625000 Penalty: 4517.061035
	Iteration 36Q: 3 clusters Score -1323000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1323003.500000 Penalty: 4517.061035
	Iteration 37Q: 3 clusters Score -1323004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1323007.625000 Penalty: 4517.061035
	Iteration 38Q: 3 clusters Score -1323008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1323010.500000 Penalty: 4517.061035
	Iteration 39Q: 3 clusters Score -1323010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1323015.000000 Penalty: 4517.061035
	Iteration 40F: 3 clusters Score -1323015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1323020.000000 Penalty: 4517.061035
	Iteration 41Q: 3 clusters Score -1323020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1323029.625000 Penalty: 4517.061035
	Iteration 42Q: 3 clusters Score -1323030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1323027.750000 Penalty: 4517.061035
	Iteration 43Q: 3 clusters Score -1323028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1323030.125000 Penalty: 4517.061035
	Iteration 44Q: 3 clusters Score -1323030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1323032.875000 Penalty: 4517.061035
	Iteration 45Q: 3 clusters Score -1323033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1323033.250000 Penalty: 4517.061035
	Iteration 46Q: 3 clusters Score -1323033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1323034.250000 Penalty: 4517.061035
	Iteration 47Q: 3 clusters Score -1323034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1323035.750000 Penalty: 4517.061035
	Iteration 48Q: 3 clusters Score -1323036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1323039.250000 Penalty: 4517.061035
	Iteration 49Q: 3 clusters Score -1323039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1323039.250000 Penalty: 4517.061035
	Iteration 50F: 3 clusters Score -1323039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Entering Unmasked Estep 
Score: -1504309.375000 Penalty: 2290.940430
	Iteration 0F: 2 clusters Score -1504309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1496442.375000 Penalty: 4581.880859
	Iteration 0F: 3 clusters Score -1496442 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1498887.125000 Penalty: 4581.880859
	Iteration 1F: 3 clusters Score -1498887 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1499185.000000 Penalty: 4581.880859
	Iteration 2F: 3 clusters Score -1499185 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1499420.250000 Penalty: 4581.880859
	Iteration 3F: 3 clusters Score -1499420 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1499591.875000 Penalty: 4581.880859
	Iteration 4Q: 3 clusters Score -1499592 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1499755.500000 Penalty: 4581.880859
	Iteration 5Q: 3 clusters Score -1499756 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1499910.750000 Penalty: 4581.880859
	Iteration 6Q: 3 clusters Score -1499911 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1500065.500000 Penalty: 4581.880859
	Iteration 7Q: 3 clusters Score -1500066 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1500225.375000 Penalty: 4581.880859
	Iteration 8Q: 3 clusters Score -1500225 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1500382.375000 Penalty: 4581.880859
	Iteration 9Q: 3 clusters Score -1500382 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1500548.125000 Penalty: 4581.880859
	Iteration 10Q: 3 clusters Score -1500548 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1500769.500000 Penalty: 4581.880859
	Iteration 11Q: 3 clusters Score -1500770 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1501021.250000 Penalty: 4581.880859
	Iteration 12Q: 3 clusters Score -1501021 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1501286.125000 Penalty: 4581.880859
	Iteration 13Q: 3 clusters Score -1501286 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1501532.750000 Penalty: 4581.880859
	Iteration 14Q: 3 clusters Score -1501533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1501779.625000 Penalty: 4581.880859
	Iteration 15Q: 3 clusters Score -1501780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1502056.125000 Penalty: 4581.880859
	Iteration 16Q: 3 clusters Score -1502056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1502297.125000 Penalty: 4581.880859
	Iteration 17Q: 3 clusters Score -1502297 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1502485.000000 Penalty: 4581.880859
	Iteration 18Q: 3 clusters Score -1502485 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1502612.500000 Penalty: 4581.880859
	Iteration 19Q: 3 clusters Score -1502612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1502696.500000 Penalty: 4581.880859
	Iteration 20F: 3 clusters Score -1502696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1502748.000000 Penalty: 4581.880859
	Iteration 21Q: 3 clusters Score -1502748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1502780.375000 Penalty: 4581.880859
	Iteration 22Q: 3 clusters Score -1502780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1502803.125000 Penalty: 4581.880859
	Iteration 23Q: 3 clusters Score -1502803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1502821.125000 Penalty: 4581.880859
	Iteration 24Q: 3 clusters Score -1502821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1502834.625000 Penalty: 4581.880859
	Iteration 25Q: 3 clusters Score -1502835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1502844.375000 Penalty: 4581.880859
	Iteration 26Q: 3 clusters Score -1502844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1502853.000000 Penalty: 4581.880859
	Iteration 27Q: 3 clusters Score -1502853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1502862.875000 Penalty: 4581.880859
	Iteration 28Q: 3 clusters Score -1502863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1502866.875000 Penalty: 4581.880859
	Iteration 29Q: 3 clusters Score -1502867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1502870.500000 Penalty: 4581.880859
	Iteration 30Q: 3 clusters Score -1502870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1502873.375000 Penalty: 4581.880859
	Iteration 31Q: 3 clusters Score -1502873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1502875.000000 Penalty: 4581.880859
	Iteration 32Q: 3 clusters Score -1502875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1502873.875000 Penalty: 4581.880859
	Iteration 33Q: 3 clusters Score -1502874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1502875.000000 Penalty: 4581.880859
	Iteration 34Q: 3 clusters Score -1502875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1502876.625000 Penalty: 4581.880859
	Iteration 35Q: 3 clusters Score -1502877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1502875.500000 Penalty: 4581.880859
	Iteration 36Q: 3 clusters Score -1502876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1502875.625000 Penalty: 4581.880859
	Iteration 37Q: 3 clusters Score -1502876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1502875.625000 Penalty: 4581.880859
	Iteration 38F: 3 clusters Score -1502876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Entering Unmasked Estep 
Score: -11875432.000000 Penalty: 2798.700684
	Iteration 0F: 2 clusters Score -1.187543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -11822087.000000 Penalty: 5597.401367
	Iteration 0F: 3 clusters Score -1.182209e+07 nChanged 37294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -11843234.000000 Penalty: 5597.401367
	Iteration 1F: 3 clusters Score -1.184323e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -11843969.000000 Penalty: 5597.401367
	Iteration 2Q: 3 clusters Score -1.184397e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -11844826.000000 Penalty: 5597.401367
	Iteration 3Q: 3 clusters Score -1.184483e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -11845663.000000 Penalty: 5597.401367
	Iteration 4Q: 3 clusters Score -1.184566e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -11846838.000000 Penalty: 5597.401367
	Iteration 5Q: 3 clusters Score -1.184684e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -11848302.000000 Penalty: 5597.401367
	Iteration 6Q: 3 clusters Score -1.18483e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -11850064.000000 Penalty: 5597.401367
	Iteration 7Q: 3 clusters Score -1.185006e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -11852062.000000 Penalty: 5597.401367
	Iteration 8Q: 3 clusters Score -1.185206e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -11854133.000000 Penalty: 5597.401367
	Iteration 9F: 3 clusters Score -1.185413e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -11856216.000000 Penalty: 5597.401367
	Iteration 10Q: 3 clusters Score -1.185622e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -11858161.000000 Penalty: 5597.401367
	Iteration 11Q: 3 clusters Score -1.185816e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -11859931.000000 Penalty: 5597.401367
	Iteration 12Q: 3 clusters Score -1.185993e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -11861669.000000 Penalty: 5597.401367
	Iteration 13Q: 3 clusters Score -1.186167e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -11863042.000000 Penalty: 5597.401367
	Iteration 14Q: 3 clusters Score -1.186304e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -11864191.000000 Penalty: 5597.401367
	Iteration 15Q: 3 clusters Score -1.186419e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -11865201.000000 Penalty: 5597.401367
	Iteration 16Q: 3 clusters Score -1.18652e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -11866274.000000 Penalty: 5597.401367
	Iteration 17Q: 3 clusters Score -1.186627e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -11867231.000000 Penalty: 5597.401367
	Iteration 18Q: 3 clusters Score -1.186723e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67204 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -11868203.000000 Penalty: 5597.401367
	Iteration 19Q: 3 clusters Score -1.18682e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68849 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -11869028.000000 Penalty: 5597.401367
	Iteration 20F: 3 clusters Score -1.186903e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -11869740.000000 Penalty: 5597.401367
	Iteration 21Q: 3 clusters Score -1.186974e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -11870373.000000 Penalty: 5597.401367
	Iteration 22Q: 3 clusters Score -1.187037e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -11870946.000000 Penalty: 5597.401367
	Iteration 23Q: 3 clusters Score -1.187095e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -11871512.000000 Penalty: 5597.401367
	Iteration 24Q: 3 clusters Score -1.187151e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -11872030.000000 Penalty: 5597.401367
	Iteration 25Q: 3 clusters Score -1.187203e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -11872370.000000 Penalty: 5597.401367
	Iteration 26Q: 3 clusters Score -1.187237e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76350 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -11872767.000000 Penalty: 5597.401367
	Iteration 27Q: 3 clusters Score -1.187277e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11873081.000000 Penalty: 5597.401367
	Iteration 28Q: 3 clusters Score -1.187308e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -11873346.000000 Penalty: 5597.401367
	Iteration 29Q: 3 clusters Score -1.187335e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -11873626.000000 Penalty: 5597.401367
	Iteration 30Q: 3 clusters Score -1.187363e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11873817.000000 Penalty: 5597.401367
	Iteration 31Q: 3 clusters Score -1.187382e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11873999.000000 Penalty: 5597.401367
	Iteration 32Q: 3 clusters Score -1.1874e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -11874121.000000 Penalty: 5597.401367
	Iteration 33Q: 3 clusters Score -1.187412e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -11874177.000000 Penalty: 5597.401367
	Iteration 34Q: 3 clusters Score -1.187418e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78577 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11874203.000000 Penalty: 5597.401367
	Iteration 35Q: 3 clusters Score -1.18742e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -11874218.000000 Penalty: 5597.401367
	Iteration 36Q: 3 clusters Score -1.187422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11874245.000000 Penalty: 5597.401367
	Iteration 37Q: 3 clusters Score -1.187424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11874253.000000 Penalty: 5597.401367
	Iteration 38Q: 3 clusters Score -1.187425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11874260.000000 Penalty: 5597.401367
	Iteration 39Q: 3 clusters Score -1.187426e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11874295.000000 Penalty: 5597.401367
	Iteration 40F: 3 clusters Score -1.18743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11874332.000000 Penalty: 5597.401367
	Iteration 41Q: 3 clusters Score -1.187433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78619 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11874339.000000 Penalty: 5597.401367
	Iteration 42Q: 3 clusters Score -1.187434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11874349.000000 Penalty: 5597.401367
	Iteration 43Q: 3 clusters Score -1.187435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11874341.000000 Penalty: 5597.401367
	Iteration 44Q: 3 clusters Score -1.187434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11874353.000000 Penalty: 5597.401367
	Iteration 45Q: 3 clusters Score -1.187435e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11874372.000000 Penalty: 5597.401367
	Iteration 46Q: 3 clusters Score -1.187437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11874360.000000 Penalty: 5597.401367
	Iteration 47Q: 3 clusters Score -1.187436e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11874357.000000 Penalty: 5597.401367
	Iteration 48Q: 3 clusters Score -1.187436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11874368.000000 Penalty: 5597.401367
	Iteration 49Q: 3 clusters Score -1.187437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11874366.000000 Penalty: 5597.401367
	Iteration 50Q: 3 clusters Score -1.187437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11874351.000000 Penalty: 5597.401367
	Iteration 51Q: 3 clusters Score -1.187435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11874346.000000 Penalty: 5597.401367
	Iteration 52Q: 3 clusters Score -1.187435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11874346.000000 Penalty: 5597.401367
	Iteration 53Q: 3 clusters Score -1.187435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11874354.000000 Penalty: 5597.401367
	Iteration 54Q: 3 clusters Score -1.187435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11874351.000000 Penalty: 5597.401367
	Iteration 55Q: 3 clusters Score -1.187435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78631 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11874343.000000 Penalty: 5597.401367
	Iteration 56Q: 3 clusters Score -1.187434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11874347.000000 Penalty: 5597.401367
	Iteration 57Q: 3 clusters Score -1.187435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11874347.000000 Penalty: 5597.401367
	Iteration 58F: 3 clusters Score -1.187435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1773268.375000 Penalty: 2328.925049
	Iteration 0F: 2 clusters Score -1773268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1764349.000000 Penalty: 4657.850098
	Iteration 0F: 3 clusters Score -1764349 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1767128.250000 Penalty: 4657.850098
	Iteration 1F: 3 clusters Score -1767128 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1767561.750000 Penalty: 4657.850098
	Iteration 2F: 3 clusters Score -1767562 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1767902.750000 Penalty: 4657.850098
	Iteration 3F: 3 clusters Score -1767903 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1768147.875000 Penalty: 4657.850098
	Iteration 4Q: 3 clusters Score -1768148 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1768360.125000 Penalty: 4657.850098
	Iteration 5Q: 3 clusters Score -1768360 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1768554.375000 Penalty: 4657.850098
	Iteration 6Q: 3 clusters Score -1768554 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1768736.250000 Penalty: 4657.850098
	Iteration 7Q: 3 clusters Score -1768736 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1768870.625000 Penalty: 4657.850098
	Iteration 8Q: 3 clusters Score -1768871 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1768998.875000 Penalty: 4657.850098
	Iteration 9Q: 3 clusters Score -1768999 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1769120.250000 Penalty: 4657.850098
	Iteration 10Q: 3 clusters Score -1769120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1769210.000000 Penalty: 4657.850098
	Iteration 11Q: 3 clusters Score -1769210 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1769292.875000 Penalty: 4657.850098
	Iteration 12Q: 3 clusters Score -1769293 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1769376.625000 Penalty: 4657.850098
	Iteration 13Q: 3 clusters Score -1769377 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1769472.000000 Penalty: 4657.850098
	Iteration 14Q: 3 clusters Score -1769472 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1769562.875000 Penalty: 4657.850098
	Iteration 15Q: 3 clusters Score -1769563 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1769661.500000 Penalty: 4657.850098
	Iteration 16Q: 3 clusters Score -1769662 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1769770.250000 Penalty: 4657.850098
	Iteration 17Q: 3 clusters Score -1769770 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1769893.500000 Penalty: 4657.850098
	Iteration 18Q: 3 clusters Score -1769894 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1770026.250000 Penalty: 4657.850098
	Iteration 19Q: 3 clusters Score -1770026 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1770169.125000 Penalty: 4657.850098
	Iteration 20F: 3 clusters Score -1770169 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1770283.375000 Penalty: 4657.850098
	Iteration 21Q: 3 clusters Score -1770283 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1770382.875000 Penalty: 4657.850098
	Iteration 22Q: 3 clusters Score -1770383 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1770463.750000 Penalty: 4657.850098
	Iteration 23Q: 3 clusters Score -1770464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1770554.875000 Penalty: 4657.850098
	Iteration 24Q: 3 clusters Score -1770555 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1770630.125000 Penalty: 4657.850098
	Iteration 25Q: 3 clusters Score -1770630 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1770713.000000 Penalty: 4657.850098
	Iteration 26Q: 3 clusters Score -1770713 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1770798.125000 Penalty: 4657.850098
	Iteration 27Q: 3 clusters Score -1770798 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1770854.125000 Penalty: 4657.850098
	Iteration 28Q: 3 clusters Score -1770854 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1770906.500000 Penalty: 4657.850098
	Iteration 29Q: 3 clusters Score -1770906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1770955.750000 Penalty: 4657.850098
	Iteration 30Q: 3 clusters Score -1770956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1770996.375000 Penalty: 4657.850098
	Iteration 31Q: 3 clusters Score -1770996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1771031.750000 Penalty: 4657.850098
	Iteration 32Q: 3 clusters Score -1771032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1771067.875000 Penalty: 4657.850098
	Iteration 33Q: 3 clusters Score -1771068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1771101.000000 Penalty: 4657.850098
	Iteration 34Q: 3 clusters Score -1771101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1771124.000000 Penalty: 4657.850098
	Iteration 35Q: 3 clusters Score -1771124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1771144.625000 Penalty: 4657.850098
	Iteration 36Q: 3 clusters Score -1771145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1771157.375000 Penalty: 4657.850098
	Iteration 37Q: 3 clusters Score -1771157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1771167.875000 Penalty: 4657.850098
	Iteration 38Q: 3 clusters Score -1771168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1771185.000000 Penalty: 4657.850098
	Iteration 39Q: 3 clusters Score -1771185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1771201.375000 Penalty: 4657.850098
	Iteration 40F: 3 clusters Score -1771201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1771212.375000 Penalty: 4657.850098
	Iteration 41Q: 3 clusters Score -1771212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1771226.000000 Penalty: 4657.850098
	Iteration 42Q: 3 clusters Score -1771226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1771236.250000 Penalty: 4657.850098
	Iteration 43Q: 3 clusters Score -1771236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1771241.000000 Penalty: 4657.850098
	Iteration 44Q: 3 clusters Score -1771241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1771248.125000 Penalty: 4657.850098
	Iteration 45Q: 3 clusters Score -1771248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1771250.250000 Penalty: 4657.850098
	Iteration 46Q: 3 clusters Score -1771250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1771257.625000 Penalty: 4657.850098
	Iteration 47Q: 3 clusters Score -1771258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1771260.250000 Penalty: 4657.850098
	Iteration 48Q: 3 clusters Score -1771260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1771261.750000 Penalty: 4657.850098
	Iteration 49Q: 3 clusters Score -1771262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1771270.125000 Penalty: 4657.850098
	Iteration 50Q: 3 clusters Score -1771270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1771275.500000 Penalty: 4657.850098
	Iteration 51Q: 3 clusters Score -1771276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1771283.500000 Penalty: 4657.850098
	Iteration 52Q: 3 clusters Score -1771284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1771291.125000 Penalty: 4657.850098
	Iteration 53Q: 3 clusters Score -1771291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1771297.250000 Penalty: 4657.850098
	Iteration 54Q: 3 clusters Score -1771297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1771300.250000 Penalty: 4657.850098
	Iteration 55Q: 3 clusters Score -1771300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1771303.250000 Penalty: 4657.850098
	Iteration 56Q: 3 clusters Score -1771303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1771303.750000 Penalty: 4657.850098
	Iteration 57Q: 3 clusters Score -1771304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1771306.875000 Penalty: 4657.850098
	Iteration 58Q: 3 clusters Score -1771307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1771307.375000 Penalty: 4657.850098
	Iteration 59Q: 3 clusters Score -1771307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1771307.375000 Penalty: 4657.850098
	Iteration 60F: 3 clusters Score -1771307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Entering Unmasked Estep 
Score: -2617454.750000 Penalty: 2439.344238
	Iteration 0F: 2 clusters Score -2617455 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 9386 members 
Entering Unmasked Estep 
Score: -2604167.500000 Penalty: 4878.688477
	Iteration 0F: 3 clusters Score -2604168 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2608809.500000 Penalty: 4878.688477
	Iteration 1F: 3 clusters Score -2608810 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2609394.250000 Penalty: 4878.688477
	Iteration 2F: 3 clusters Score -2609394 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -2609959.750000 Penalty: 4878.688477
	Iteration 3F: 3 clusters Score -2609960 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2610480.250000 Penalty: 4878.688477
	Iteration 4F: 3 clusters Score -2610480 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2611011.750000 Penalty: 4878.688477
	Iteration 5F: 3 clusters Score -2611012 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2611523.000000 Penalty: 4878.688477
	Iteration 6F: 3 clusters Score -2611523 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2611997.250000 Penalty: 4878.688477
	Iteration 7Q: 3 clusters Score -2611997 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2612425.500000 Penalty: 4878.688477
	Iteration 8Q: 3 clusters Score -2612426 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2612857.000000 Penalty: 4878.688477
	Iteration 9Q: 3 clusters Score -2612857 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2613215.500000 Penalty: 4878.688477
	Iteration 10Q: 3 clusters Score -2613216 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2613475.750000 Penalty: 4878.688477
	Iteration 11Q: 3 clusters Score -2613476 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2613663.750000 Penalty: 4878.688477
	Iteration 12Q: 3 clusters Score -2613664 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2613838.500000 Penalty: 4878.688477
	Iteration 13Q: 3 clusters Score -2613838 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2613994.750000 Penalty: 4878.688477
	Iteration 14Q: 3 clusters Score -2613995 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2614128.250000 Penalty: 4878.688477
	Iteration 15Q: 3 clusters Score -2614128 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2614262.500000 Penalty: 4878.688477
	Iteration 16Q: 3 clusters Score -2614262 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2614362.750000 Penalty: 4878.688477
	Iteration 17Q: 3 clusters Score -2614363 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2614451.750000 Penalty: 4878.688477
	Iteration 18Q: 3 clusters Score -2614452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2614531.250000 Penalty: 4878.688477
	Iteration 19Q: 3 clusters Score -2614531 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2614593.000000 Penalty: 4878.688477
	Iteration 20F: 3 clusters Score -2614593 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2614661.750000 Penalty: 4878.688477
	Iteration 21Q: 3 clusters Score -2614662 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2614691.000000 Penalty: 4878.688477
	Iteration 22Q: 3 clusters Score -2614691 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2614733.750000 Penalty: 4878.688477
	Iteration 23Q: 3 clusters Score -2614734 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2614769.500000 Penalty: 4878.688477
	Iteration 24Q: 3 clusters Score -2614770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2614808.000000 Penalty: 4878.688477
	Iteration 25Q: 3 clusters Score -2614808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2614840.500000 Penalty: 4878.688477
	Iteration 26Q: 3 clusters Score -2614840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2614859.250000 Penalty: 4878.688477
	Iteration 27Q: 3 clusters Score -2614859 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2614899.000000 Penalty: 4878.688477
	Iteration 28Q: 3 clusters Score -2614899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2614923.250000 Penalty: 4878.688477
	Iteration 29Q: 3 clusters Score -2614923 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2614956.500000 Penalty: 4878.688477
	Iteration 30Q: 3 clusters Score -2614956 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2614989.250000 Penalty: 4878.688477
	Iteration 31Q: 3 clusters Score -2614989 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2615024.250000 Penalty: 4878.688477
	Iteration 32Q: 3 clusters Score -2615024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2615061.250000 Penalty: 4878.688477
	Iteration 33Q: 3 clusters Score -2615061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2615074.000000 Penalty: 4878.688477
	Iteration 34Q: 3 clusters Score -2615074 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2615110.250000 Penalty: 4878.688477
	Iteration 35Q: 3 clusters Score -2615110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2615132.500000 Penalty: 4878.688477
	Iteration 36Q: 3 clusters Score -2615132 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2615168.750000 Penalty: 4878.688477
	Iteration 37Q: 3 clusters Score -2615169 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2615206.500000 Penalty: 4878.688477
	Iteration 38Q: 3 clusters Score -2615206 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2615251.000000 Penalty: 4878.688477
	Iteration 39Q: 3 clusters Score -2615251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2615285.500000 Penalty: 4878.688477
	Iteration 40F: 3 clusters Score -2615286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2615337.000000 Penalty: 4878.688477
	Iteration 41Q: 3 clusters Score -2615337 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2615381.250000 Penalty: 4878.688477
	Iteration 42Q: 3 clusters Score -2615381 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -2615425.750000 Penalty: 4878.688477
	Iteration 43Q: 3 clusters Score -2615426 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2615471.750000 Penalty: 4878.688477
	Iteration 44Q: 3 clusters Score -2615472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2615515.250000 Penalty: 4878.688477
	Iteration 45Q: 3 clusters Score -2615515 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -2615562.250000 Penalty: 4878.688477
	Iteration 46Q: 3 clusters Score -2615562 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2615611.000000 Penalty: 4878.688477
	Iteration 47Q: 3 clusters Score -2615611 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2615670.250000 Penalty: 4878.688477
	Iteration 48Q: 3 clusters Score -2615670 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2615715.750000 Penalty: 4878.688477
	Iteration 49Q: 3 clusters Score -2615716 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2615760.500000 Penalty: 4878.688477
	Iteration 50Q: 3 clusters Score -2615760 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2615824.750000 Penalty: 4878.688477
	Iteration 51Q: 3 clusters Score -2615825 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2615875.250000 Penalty: 4878.688477
	Iteration 52Q: 3 clusters Score -2615875 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2615929.500000 Penalty: 4878.688477
	Iteration 53Q: 3 clusters Score -2615930 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2615966.000000 Penalty: 4878.688477
	Iteration 54Q: 3 clusters Score -2615966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2616010.250000 Penalty: 4878.688477
	Iteration 55Q: 3 clusters Score -2616010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2616040.000000 Penalty: 4878.688477
	Iteration 56Q: 3 clusters Score -2616040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2616061.500000 Penalty: 4878.688477
	Iteration 57Q: 3 clusters Score -2616062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2616101.000000 Penalty: 4878.688477
	Iteration 58Q: 3 clusters Score -2616101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2616145.500000 Penalty: 4878.688477
	Iteration 59Q: 3 clusters Score -2616146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2616165.000000 Penalty: 4878.688477
	Iteration 60F: 3 clusters Score -2616165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2616185.750000 Penalty: 4878.688477
	Iteration 61Q: 3 clusters Score -2616186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2616212.750000 Penalty: 4878.688477
	Iteration 62Q: 3 clusters Score -2616213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2616226.000000 Penalty: 4878.688477
	Iteration 63Q: 3 clusters Score -2616226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2616255.250000 Penalty: 4878.688477
	Iteration 64Q: 3 clusters Score -2616255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2616282.500000 Penalty: 4878.688477
	Iteration 65Q: 3 clusters Score -2616282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2616303.000000 Penalty: 4878.688477
	Iteration 66Q: 3 clusters Score -2616303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2616330.250000 Penalty: 4878.688477
	Iteration 67Q: 3 clusters Score -2616330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2616337.000000 Penalty: 4878.688477
	Iteration 68Q: 3 clusters Score -2616337 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2616347.750000 Penalty: 4878.688477
	Iteration 69Q: 3 clusters Score -2616348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2616368.500000 Penalty: 4878.688477
	Iteration 70Q: 3 clusters Score -2616368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2616381.500000 Penalty: 4878.688477
	Iteration 71Q: 3 clusters Score -2616382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2616389.750000 Penalty: 4878.688477
	Iteration 72Q: 3 clusters Score -2616390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2616404.500000 Penalty: 4878.688477
	Iteration 73Q: 3 clusters Score -2616404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2616416.000000 Penalty: 4878.688477
	Iteration 74Q: 3 clusters Score -2616416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2616425.250000 Penalty: 4878.688477
	Iteration 75Q: 3 clusters Score -2616425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2616436.750000 Penalty: 4878.688477
	Iteration 76Q: 3 clusters Score -2616437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2616469.000000 Penalty: 4878.688477
	Iteration 77Q: 3 clusters Score -2616469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2616485.750000 Penalty: 4878.688477
	Iteration 78Q: 3 clusters Score -2616486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2616503.000000 Penalty: 4878.688477
	Iteration 79Q: 3 clusters Score -2616503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2616538.000000 Penalty: 4878.688477
	Iteration 80F: 3 clusters Score -2616538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2616561.250000 Penalty: 4878.688477
	Iteration 81Q: 3 clusters Score -2616561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2616597.000000 Penalty: 4878.688477
	Iteration 82Q: 3 clusters Score -2616597 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2616629.250000 Penalty: 4878.688477
	Iteration 83Q: 3 clusters Score -2616629 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2616653.750000 Penalty: 4878.688477
	Iteration 84Q: 3 clusters Score -2616654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2616671.750000 Penalty: 4878.688477
	Iteration 85Q: 3 clusters Score -2616672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2616682.000000 Penalty: 4878.688477
	Iteration 86Q: 3 clusters Score -2616682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2616690.250000 Penalty: 4878.688477
	Iteration 87Q: 3 clusters Score -2616690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2616700.500000 Penalty: 4878.688477
	Iteration 88Q: 3 clusters Score -2616700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2616717.250000 Penalty: 4878.688477
	Iteration 89Q: 3 clusters Score -2616717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2616728.500000 Penalty: 4878.688477
	Iteration 90Q: 3 clusters Score -2616728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2616748.500000 Penalty: 4878.688477
	Iteration 91Q: 3 clusters Score -2616748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2616753.250000 Penalty: 4878.688477
	Iteration 92Q: 3 clusters Score -2616753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2616756.000000 Penalty: 4878.688477
	Iteration 93Q: 3 clusters Score -2616756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2616763.250000 Penalty: 4878.688477
	Iteration 94Q: 3 clusters Score -2616763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2616765.500000 Penalty: 4878.688477
	Iteration 95Q: 3 clusters Score -2616766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2616769.000000 Penalty: 4878.688477
	Iteration 96Q: 3 clusters Score -2616769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2616770.500000 Penalty: 4878.688477
	Iteration 97Q: 3 clusters Score -2616770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2616778.000000 Penalty: 4878.688477
	Iteration 98Q: 3 clusters Score -2616778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2616778.000000 Penalty: 4878.688477
	Iteration 99Q: 3 clusters Score -2616778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2616786.500000 Penalty: 4878.688477
	Iteration 100F: 3 clusters Score -2616786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2616780.750000 Penalty: 4878.688477
	Iteration 101Q: 3 clusters Score -2616781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2616786.750000 Penalty: 4878.688477
	Iteration 102Q: 3 clusters Score -2616787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2616798.000000 Penalty: 4878.688477
	Iteration 103Q: 3 clusters Score -2616798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2616799.500000 Penalty: 4878.688477
	Iteration 104Q: 3 clusters Score -2616800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2616810.500000 Penalty: 4878.688477
	Iteration 105Q: 3 clusters Score -2616810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2616818.500000 Penalty: 4878.688477
	Iteration 106Q: 3 clusters Score -2616818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2616821.000000 Penalty: 4878.688477
	Iteration 107Q: 3 clusters Score -2616821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2616819.750000 Penalty: 4878.688477
	Iteration 108Q: 3 clusters Score -2616820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2616823.750000 Penalty: 4878.688477
	Iteration 109Q: 3 clusters Score -2616824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2616826.250000 Penalty: 4878.688477
	Iteration 110Q: 3 clusters Score -2616826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2616825.750000 Penalty: 4878.688477
	Iteration 111Q: 3 clusters Score -2616826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2616829.500000 Penalty: 4878.688477
	Iteration 112Q: 3 clusters Score -2616830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2616833.250000 Penalty: 4878.688477
	Iteration 113Q: 3 clusters Score -2616833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2616834.000000 Penalty: 4878.688477
	Iteration 114Q: 3 clusters Score -2616834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2616836.250000 Penalty: 4878.688477
	Iteration 115Q: 3 clusters Score -2616836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2616835.250000 Penalty: 4878.688477
	Iteration 116Q: 3 clusters Score -2616835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2616837.250000 Penalty: 4878.688477
	Iteration 117Q: 3 clusters Score -2616837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2616841.500000 Penalty: 4878.688477
	Iteration 118Q: 3 clusters Score -2616842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2616844.000000 Penalty: 4878.688477
	Iteration 119Q: 3 clusters Score -2616844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2616843.250000 Penalty: 4878.688477
	Iteration 120F: 3 clusters Score -2616843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2616842.000000 Penalty: 4878.688477
	Iteration 121Q: 3 clusters Score -2616842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2616844.500000 Penalty: 4878.688477
	Iteration 122Q: 3 clusters Score -2616844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2616847.000000 Penalty: 4878.688477
	Iteration 123Q: 3 clusters Score -2616847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2616847.750000 Penalty: 4878.688477
	Iteration 124Q: 3 clusters Score -2616848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2616855.250000 Penalty: 4878.688477
	Iteration 125Q: 3 clusters Score -2616855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2616857.000000 Penalty: 4878.688477
	Iteration 126Q: 3 clusters Score -2616857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2616856.500000 Penalty: 4878.688477
	Iteration 127Q: 3 clusters Score -2616856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2616859.000000 Penalty: 4878.688477
	Iteration 128Q: 3 clusters Score -2616859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2616860.000000 Penalty: 4878.688477
	Iteration 129Q: 3 clusters Score -2616860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2616858.000000 Penalty: 4878.688477
	Iteration 130Q: 3 clusters Score -2616858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2616857.500000 Penalty: 4878.688477
	Iteration 131Q: 3 clusters Score -2616858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2616855.750000 Penalty: 4878.688477
	Iteration 132Q: 3 clusters Score -2616856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2616856.750000 Penalty: 4878.688477
	Iteration 133Q: 3 clusters Score -2616857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2616860.750000 Penalty: 4878.688477
	Iteration 134Q: 3 clusters Score -2616861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2616861.750000 Penalty: 4878.688477
	Iteration 135Q: 3 clusters Score -2616862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2616862.000000 Penalty: 4878.688477
	Iteration 136Q: 3 clusters Score -2616862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2616862.000000 Penalty: 4878.688477
	Iteration 137F: 3 clusters Score -2616862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Entering Unmasked Estep 
Score: -1777482.625000 Penalty: 2328.157959
	Iteration 0F: 2 clusters Score -1777483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1768550.375000 Penalty: 4656.315918
	Iteration 0F: 3 clusters Score -1768550 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1771234.000000 Penalty: 4656.315918
	Iteration 1F: 3 clusters Score -1771234 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1771616.375000 Penalty: 4656.315918
	Iteration 2F: 3 clusters Score -1771616 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1771928.500000 Penalty: 4656.315918
	Iteration 3F: 3 clusters Score -1771928 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1772225.375000 Penalty: 4656.315918
	Iteration 4F: 3 clusters Score -1772225 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1772545.875000 Penalty: 4656.315918
	Iteration 5Q: 3 clusters Score -1772546 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1772927.875000 Penalty: 4656.315918
	Iteration 6F: 3 clusters Score -1772928 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1773345.375000 Penalty: 4656.315918
	Iteration 7F: 3 clusters Score -1773345 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1773775.750000 Penalty: 4656.315918
	Iteration 8Q: 3 clusters Score -1773776 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1774224.750000 Penalty: 4656.315918
	Iteration 9Q: 3 clusters Score -1774225 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1774646.875000 Penalty: 4656.315918
	Iteration 10Q: 3 clusters Score -1774647 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1775002.750000 Penalty: 4656.315918
	Iteration 11Q: 3 clusters Score -1775003 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1775353.750000 Penalty: 4656.315918
	Iteration 12Q: 3 clusters Score -1775354 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1775636.000000 Penalty: 4656.315918
	Iteration 13Q: 3 clusters Score -1775636 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1775849.125000 Penalty: 4656.315918
	Iteration 14Q: 3 clusters Score -1775849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1776010.625000 Penalty: 4656.315918
	Iteration 15Q: 3 clusters Score -1776011 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1776137.125000 Penalty: 4656.315918
	Iteration 16Q: 3 clusters Score -1776137 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1776207.375000 Penalty: 4656.315918
	Iteration 17Q: 3 clusters Score -1776207 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1776237.000000 Penalty: 4656.315918
	Iteration 18Q: 3 clusters Score -1776237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1776260.125000 Penalty: 4656.315918
	Iteration 19Q: 3 clusters Score -1776260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1776276.625000 Penalty: 4656.315918
	Iteration 20F: 3 clusters Score -1776277 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1776290.250000 Penalty: 4656.315918
	Iteration 21Q: 3 clusters Score -1776290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1776302.625000 Penalty: 4656.315918
	Iteration 22Q: 3 clusters Score -1776303 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1776312.000000 Penalty: 4656.315918
	Iteration 23Q: 3 clusters Score -1776312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1776325.125000 Penalty: 4656.315918
	Iteration 24Q: 3 clusters Score -1776325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1776338.125000 Penalty: 4656.315918
	Iteration 25Q: 3 clusters Score -1776338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1776346.750000 Penalty: 4656.315918
	Iteration 26Q: 3 clusters Score -1776347 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1776349.875000 Penalty: 4656.315918
	Iteration 27Q: 3 clusters Score -1776350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1776356.250000 Penalty: 4656.315918
	Iteration 28Q: 3 clusters Score -1776356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1776365.375000 Penalty: 4656.315918
	Iteration 29Q: 3 clusters Score -1776365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1776378.875000 Penalty: 4656.315918
	Iteration 30Q: 3 clusters Score -1776379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1776380.250000 Penalty: 4656.315918
	Iteration 31Q: 3 clusters Score -1776380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1776386.250000 Penalty: 4656.315918
	Iteration 32Q: 3 clusters Score -1776386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1776384.500000 Penalty: 4656.315918
	Iteration 33Q: 3 clusters Score -1776384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1776398.125000 Penalty: 4656.315918
	Iteration 34Q: 3 clusters Score -1776398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1776402.625000 Penalty: 4656.315918
	Iteration 35Q: 3 clusters Score -1776403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1776412.500000 Penalty: 4656.315918
	Iteration 36Q: 3 clusters Score -1776412 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1776427.000000 Penalty: 4656.315918
	Iteration 37Q: 3 clusters Score -1776427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1776439.000000 Penalty: 4656.315918
	Iteration 38Q: 3 clusters Score -1776439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1776451.250000 Penalty: 4656.315918
	Iteration 39Q: 3 clusters Score -1776451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1776461.125000 Penalty: 4656.315918
	Iteration 40F: 3 clusters Score -1776461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1776465.125000 Penalty: 4656.315918
	Iteration 41Q: 3 clusters Score -1776465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1776472.000000 Penalty: 4656.315918
	Iteration 42Q: 3 clusters Score -1776472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1776480.750000 Penalty: 4656.315918
	Iteration 43Q: 3 clusters Score -1776481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1776489.750000 Penalty: 4656.315918
	Iteration 44Q: 3 clusters Score -1776490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1776496.750000 Penalty: 4656.315918
	Iteration 45Q: 3 clusters Score -1776497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1776504.000000 Penalty: 4656.315918
	Iteration 46Q: 3 clusters Score -1776504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1776512.125000 Penalty: 4656.315918
	Iteration 47Q: 3 clusters Score -1776512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1776525.625000 Penalty: 4656.315918
	Iteration 48Q: 3 clusters Score -1776526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1776531.500000 Penalty: 4656.315918
	Iteration 49Q: 3 clusters Score -1776532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1776536.000000 Penalty: 4656.315918
	Iteration 50Q: 3 clusters Score -1776536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1776539.500000 Penalty: 4656.315918
	Iteration 51Q: 3 clusters Score -1776540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1776541.250000 Penalty: 4656.315918
	Iteration 52Q: 3 clusters Score -1776541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1776546.125000 Penalty: 4656.315918
	Iteration 53Q: 3 clusters Score -1776546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1776544.000000 Penalty: 4656.315918
	Iteration 54Q: 3 clusters Score -1776544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1776546.125000 Penalty: 4656.315918
	Iteration 55Q: 3 clusters Score -1776546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1776554.375000 Penalty: 4656.315918
	Iteration 56Q: 3 clusters Score -1776554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1776554.125000 Penalty: 4656.315918
	Iteration 57Q: 3 clusters Score -1776554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1776552.875000 Penalty: 4656.315918
	Iteration 58Q: 3 clusters Score -1776553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1776557.750000 Penalty: 4656.315918
	Iteration 59Q: 3 clusters Score -1776558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1776560.625000 Penalty: 4656.315918
	Iteration 60F: 3 clusters Score -1776561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1776560.500000 Penalty: 4656.315918
	Iteration 61Q: 3 clusters Score -1776560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1776559.750000 Penalty: 4656.315918
	Iteration 62Q: 3 clusters Score -1776560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1776562.375000 Penalty: 4656.315918
	Iteration 63Q: 3 clusters Score -1776562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1776563.000000 Penalty: 4656.315918
	Iteration 64Q: 3 clusters Score -1776563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1776565.625000 Penalty: 4656.315918
	Iteration 65Q: 3 clusters Score -1776566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1776565.500000 Penalty: 4656.315918
	Iteration 66Q: 3 clusters Score -1776566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1776567.250000 Penalty: 4656.315918
	Iteration 67Q: 3 clusters Score -1776567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1776566.875000 Penalty: 4656.315918
	Iteration 68Q: 3 clusters Score -1776567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1776568.250000 Penalty: 4656.315918
	Iteration 69Q: 3 clusters Score -1776568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1776567.000000 Penalty: 4656.315918
	Iteration 70Q: 3 clusters Score -1776567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1776569.875000 Penalty: 4656.315918
	Iteration 71Q: 3 clusters Score -1776570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1776572.250000 Penalty: 4656.315918
	Iteration 72Q: 3 clusters Score -1776572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1776568.750000 Penalty: 4656.315918
	Iteration 73Q: 3 clusters Score -1776569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1776572.875000 Penalty: 4656.315918
	Iteration 74Q: 3 clusters Score -1776573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1776571.125000 Penalty: 4656.315918
	Iteration 75Q: 3 clusters Score -1776571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1776571.000000 Penalty: 4656.315918
	Iteration 76Q: 3 clusters Score -1776571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1776575.000000 Penalty: 4656.315918
	Iteration 77Q: 3 clusters Score -1776575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1776574.625000 Penalty: 4656.315918
	Iteration 78Q: 3 clusters Score -1776575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1776575.750000 Penalty: 4656.315918
	Iteration 79Q: 3 clusters Score -1776576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1776573.625000 Penalty: 4656.315918
	Iteration 80F: 3 clusters Score -1776574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1776572.875000 Penalty: 4656.315918
	Iteration 81Q: 3 clusters Score -1776573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1776575.500000 Penalty: 4656.315918
	Iteration 82Q: 3 clusters Score -1776576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1776579.125000 Penalty: 4656.315918
	Iteration 83Q: 3 clusters Score -1776579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1776576.250000 Penalty: 4656.315918
	Iteration 84Q: 3 clusters Score -1776576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1776577.750000 Penalty: 4656.315918
	Iteration 85Q: 3 clusters Score -1776578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1776579.250000 Penalty: 4656.315918
	Iteration 86Q: 3 clusters Score -1776579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1776579.750000 Penalty: 4656.315918
	Iteration 87Q: 3 clusters Score -1776580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1776579.750000 Penalty: 4656.315918
	Iteration 88F: 3 clusters Score -1776580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -251681.921875 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -251681.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -249226.171875 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -249226.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249625.828125 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -249625.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -249744.140625 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -249744.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -249836.875000 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -249836.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -249888.703125 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -249888.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -249932.953125 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -249933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249993.515625 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -249993.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -250110.281250 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -250110.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -250226.218750 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -250226.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -250353.781250 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -250353.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -250487.281250 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -250487.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250603.578125 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -250603.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -250689.687500 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -250689.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -250735.468750 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -250735.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250768.750000 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -250768.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -250795.906250 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -250795.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -250814.203125 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -250814.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -250835.140625 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -250835.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -250848.546875 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -250848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -250855.234375 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -250855.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -250860.875000 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -250860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -250865.062500 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -250865.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -250867.140625 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -250867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -250871.968750 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -250872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -250874.703125 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -250874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -250874.703125 Penalty: 3697.541016
	Iteration 25F: 3 clusters Score -250874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1616170.625000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1616171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1607956.500000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1607956 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1610625.500000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1610626 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1611194.750000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1611195 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1611630.625000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1611631 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1611974.875000 Penalty: 4607.052246
	Iteration 4F: 3 clusters Score -1611975 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1612286.375000 Penalty: 4607.052246
	Iteration 5F: 3 clusters Score -1612286 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1612603.250000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1612603 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1612972.625000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1612973 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1613354.250000 Penalty: 4607.052246
	Iteration 8F: 3 clusters Score -1613354 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1613722.000000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1613722 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1614051.250000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1614051 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1614297.500000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1614298 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1614484.000000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1614484 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1614633.250000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1614633 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1614728.625000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1614729 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1614800.250000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1614800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1614853.125000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1614853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1614880.250000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1614880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1614903.500000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1614904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1614939.750000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1614940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1614968.875000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1614969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1614984.750000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1614985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1615000.750000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1615001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1615021.500000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1615022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1615040.250000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1615040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1615057.750000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1615058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1615066.625000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1615067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1615069.125000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1615069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1615080.375000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1615080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1615084.250000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1615084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1615087.375000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1615087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1615096.000000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1615096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1615101.250000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1615101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1615107.250000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1615107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1615107.625000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1615108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1615111.125000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1615111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1615113.375000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1615113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1615111.125000 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1615111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1615110.875000 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -1615111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1615110.875000 Penalty: 4607.052246
	Iteration 39F: 3 clusters Score -1615111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108857.500000 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -108857.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -109405.765625 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109405.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109687.875000 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -109687.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -109925.226562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -109925.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110120.664062 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -110120.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -110355.171875 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110355.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -110582.617188 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110582.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110634.562500 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110634.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110671.085938 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110671.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110688.117188 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110688.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110706.179688 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110706.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110708.351562 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110712.093750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -110712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110716.664062 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -110716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110719.062500 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -110719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -110719.062500 Penalty: 3376.187500
	Iteration 15F: 3 clusters Score -110719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102163 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 588 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Mstep: Class 48 contains 316 members 
Entering Unmasked Estep 
Score: -115060344.000000 Penalty: 161847.281250
Splitting cluster 25 changes total score from -115061768.000000 to -115060344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Entering Unmasked Estep 
Score: -4524964.000000 Penalty: 2559.177979
	Iteration 0F: 2 clusters Score -4524964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4504204.000000 Penalty: 5118.355957
	Iteration 0F: 3 clusters Score -4504204 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4511752.500000 Penalty: 5118.355957
	Iteration 1F: 3 clusters Score -4511752 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4512435.500000 Penalty: 5118.355957
	Iteration 2F: 3 clusters Score -4512436 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4513249.000000 Penalty: 5118.355957
	Iteration 3F: 3 clusters Score -4513249 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4514016.500000 Penalty: 5118.355957
	Iteration 4F: 3 clusters Score -4514016 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -4514772.000000 Penalty: 5118.355957
	Iteration 5F: 3 clusters Score -4514772 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4515513.000000 Penalty: 5118.355957
	Iteration 6F: 3 clusters Score -4515513 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4516281.000000 Penalty: 5118.355957
	Iteration 7F: 3 clusters Score -4516281 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4517080.500000 Penalty: 5118.355957
	Iteration 8Q: 3 clusters Score -4517080 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4518036.500000 Penalty: 5118.355957
	Iteration 9Q: 3 clusters Score -4518036 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -4519073.000000 Penalty: 5118.355957
	Iteration 10Q: 3 clusters Score -4519073 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -4520278.500000 Penalty: 5118.355957
	Iteration 11Q: 3 clusters Score -4520278 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4521354.500000 Penalty: 5118.355957
	Iteration 12Q: 3 clusters Score -4521354 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4522119.000000 Penalty: 5118.355957
	Iteration 13Q: 3 clusters Score -4522119 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4522604.000000 Penalty: 5118.355957
	Iteration 14Q: 3 clusters Score -4522604 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4522970.000000 Penalty: 5118.355957
	Iteration 15Q: 3 clusters Score -4522970 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -4523231.000000 Penalty: 5118.355957
	Iteration 16Q: 3 clusters Score -4523231 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -4523395.000000 Penalty: 5118.355957
	Iteration 17Q: 3 clusters Score -4523395 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4523520.500000 Penalty: 5118.355957
	Iteration 18Q: 3 clusters Score -4523520 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4523620.500000 Penalty: 5118.355957
	Iteration 19Q: 3 clusters Score -4523620 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4523676.500000 Penalty: 5118.355957
	Iteration 20F: 3 clusters Score -4523676 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4523726.500000 Penalty: 5118.355957
	Iteration 21Q: 3 clusters Score -4523726 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4523799.500000 Penalty: 5118.355957
	Iteration 22Q: 3 clusters Score -4523800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4523868.500000 Penalty: 5118.355957
	Iteration 23Q: 3 clusters Score -4523868 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -4523931.000000 Penalty: 5118.355957
	Iteration 24Q: 3 clusters Score -4523931 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4523963.500000 Penalty: 5118.355957
	Iteration 25Q: 3 clusters Score -4523964 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4524042.500000 Penalty: 5118.355957
	Iteration 26Q: 3 clusters Score -4524042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4524106.000000 Penalty: 5118.355957
	Iteration 27Q: 3 clusters Score -4524106 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4524157.000000 Penalty: 5118.355957
	Iteration 28Q: 3 clusters Score -4524157 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4524207.500000 Penalty: 5118.355957
	Iteration 29Q: 3 clusters Score -4524208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -4524257.000000 Penalty: 5118.355957
	Iteration 30Q: 3 clusters Score -4524257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4524306.500000 Penalty: 5118.355957
	Iteration 31Q: 3 clusters Score -4524306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4524351.500000 Penalty: 5118.355957
	Iteration 32Q: 3 clusters Score -4524352 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4524399.000000 Penalty: 5118.355957
	Iteration 33Q: 3 clusters Score -4524399 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4524445.000000 Penalty: 5118.355957
	Iteration 34Q: 3 clusters Score -4524445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4524500.000000 Penalty: 5118.355957
	Iteration 35Q: 3 clusters Score -4524500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4524516.000000 Penalty: 5118.355957
	Iteration 36Q: 3 clusters Score -4524516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4524542.000000 Penalty: 5118.355957
	Iteration 37Q: 3 clusters Score -4524542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4524566.000000 Penalty: 5118.355957
	Iteration 38Q: 3 clusters Score -4524566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4524574.000000 Penalty: 5118.355957
	Iteration 39Q: 3 clusters Score -4524574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4524583.000000 Penalty: 5118.355957
	Iteration 40F: 3 clusters Score -4524583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4524595.500000 Penalty: 5118.355957
	Iteration 41Q: 3 clusters Score -4524596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4524607.000000 Penalty: 5118.355957
	Iteration 42Q: 3 clusters Score -4524607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4524619.500000 Penalty: 5118.355957
	Iteration 43Q: 3 clusters Score -4524620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4524637.500000 Penalty: 5118.355957
	Iteration 44Q: 3 clusters Score -4524638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4524645.000000 Penalty: 5118.355957
	Iteration 45Q: 3 clusters Score -4524645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4524655.500000 Penalty: 5118.355957
	Iteration 46Q: 3 clusters Score -4524656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4524662.000000 Penalty: 5118.355957
	Iteration 47Q: 3 clusters Score -4524662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4524672.000000 Penalty: 5118.355957
	Iteration 48Q: 3 clusters Score -4524672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4524672.000000 Penalty: 5118.355957
	Iteration 49Q: 3 clusters Score -4524672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4524669.500000 Penalty: 5118.355957
	Iteration 50Q: 3 clusters Score -4524670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4524668.000000 Penalty: 5118.355957
	Iteration 51Q: 3 clusters Score -4524668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4524666.500000 Penalty: 5118.355957
	Iteration 52Q: 3 clusters Score -4524666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4524666.500000 Penalty: 5118.355957
	Iteration 53F: 3 clusters Score -4524666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Entering Unmasked Estep 
Score: -414627.937500 Penalty: 1999.483398
	Iteration 0F: 2 clusters Score -414627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -411268.187500 Penalty: 3998.966797
	Iteration 0F: 3 clusters Score -411268.2 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -412123.968750 Penalty: 3998.966797
	Iteration 1F: 3 clusters Score -412124 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -412440.562500 Penalty: 3998.966797
	Iteration 2F: 3 clusters Score -412440.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -412709.687500 Penalty: 3998.966797
	Iteration 3F: 3 clusters Score -412709.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -412979.500000 Penalty: 3998.966797
	Iteration 4F: 3 clusters Score -412979.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -413228.343750 Penalty: 3998.966797
	Iteration 5F: 3 clusters Score -413228.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413509.093750 Penalty: 3998.966797
	Iteration 6F: 3 clusters Score -413509.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -413780.468750 Penalty: 3998.966797
	Iteration 7F: 3 clusters Score -413780.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -413957.562500 Penalty: 3998.966797
	Iteration 8Q: 3 clusters Score -413957.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -414100.500000 Penalty: 3998.966797
	Iteration 9Q: 3 clusters Score -414100.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -414200.593750 Penalty: 3998.966797
	Iteration 10Q: 3 clusters Score -414200.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -414241.937500 Penalty: 3998.966797
	Iteration 11Q: 3 clusters Score -414241.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -414261.968750 Penalty: 3998.966797
	Iteration 12Q: 3 clusters Score -414262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -414273.375000 Penalty: 3998.966797
	Iteration 13Q: 3 clusters Score -414273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414279.906250 Penalty: 3998.966797
	Iteration 14Q: 3 clusters Score -414279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -414282.812500 Penalty: 3998.966797
	Iteration 15Q: 3 clusters Score -414282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -414286.000000 Penalty: 3998.966797
	Iteration 16Q: 3 clusters Score -414286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -414288.656250 Penalty: 3998.966797
	Iteration 17Q: 3 clusters Score -414288.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -414288.875000 Penalty: 3998.966797
	Iteration 18Q: 3 clusters Score -414288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -414289.250000 Penalty: 3998.966797
	Iteration 19Q: 3 clusters Score -414289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -414288.875000 Penalty: 3998.966797
	Iteration 20F: 3 clusters Score -414288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Entering Unmasked Estep 
Score: -4606049.500000 Penalty: 2563.750000
	Iteration 0F: 2 clusters Score -4606050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4584840.000000 Penalty: 5127.500000
	Iteration 0F: 3 clusters Score -4584840 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4592372.500000 Penalty: 5127.500000
	Iteration 1F: 3 clusters Score -4592372 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4592919.000000 Penalty: 5127.500000
	Iteration 2Q: 3 clusters Score -4592919 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4593441.500000 Penalty: 5127.500000
	Iteration 3Q: 3 clusters Score -4593442 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4593949.500000 Penalty: 5127.500000
	Iteration 4Q: 3 clusters Score -4593950 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4594474.500000 Penalty: 5127.500000
	Iteration 5Q: 3 clusters Score -4594474 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4595083.000000 Penalty: 5127.500000
	Iteration 6Q: 3 clusters Score -4595083 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4595743.000000 Penalty: 5127.500000
	Iteration 7Q: 3 clusters Score -4595743 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -4596521.500000 Penalty: 5127.500000
	Iteration 8Q: 3 clusters Score -4596522 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4597327.000000 Penalty: 5127.500000
	Iteration 9Q: 3 clusters Score -4597327 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4598191.000000 Penalty: 5127.500000
	Iteration 10Q: 3 clusters Score -4598191 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4599138.500000 Penalty: 5127.500000
	Iteration 11Q: 3 clusters Score -4599138 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4600076.000000 Penalty: 5127.500000
	Iteration 12Q: 3 clusters Score -4600076 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -4600928.500000 Penalty: 5127.500000
	Iteration 13Q: 3 clusters Score -4600928 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -4601637.500000 Penalty: 5127.500000
	Iteration 14Q: 3 clusters Score -4601638 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4602193.000000 Penalty: 5127.500000
	Iteration 15Q: 3 clusters Score -4602193 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4602629.000000 Penalty: 5127.500000
	Iteration 16Q: 3 clusters Score -4602629 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4602935.000000 Penalty: 5127.500000
	Iteration 17Q: 3 clusters Score -4602935 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -4603114.500000 Penalty: 5127.500000
	Iteration 18Q: 3 clusters Score -4603114 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -4603288.500000 Penalty: 5127.500000
	Iteration 19Q: 3 clusters Score -4603288 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4603410.000000 Penalty: 5127.500000
	Iteration 20F: 3 clusters Score -4603410 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -4603513.000000 Penalty: 5127.500000
	Iteration 21Q: 3 clusters Score -4603513 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -4603578.000000 Penalty: 5127.500000
	Iteration 22Q: 3 clusters Score -4603578 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4603618.000000 Penalty: 5127.500000
	Iteration 23Q: 3 clusters Score -4603618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4603651.000000 Penalty: 5127.500000
	Iteration 24Q: 3 clusters Score -4603651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -4603691.500000 Penalty: 5127.500000
	Iteration 25Q: 3 clusters Score -4603692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4603714.000000 Penalty: 5127.500000
	Iteration 26Q: 3 clusters Score -4603714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4603743.500000 Penalty: 5127.500000
	Iteration 27Q: 3 clusters Score -4603744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -4603769.500000 Penalty: 5127.500000
	Iteration 28Q: 3 clusters Score -4603770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4603783.500000 Penalty: 5127.500000
	Iteration 29Q: 3 clusters Score -4603784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4603797.000000 Penalty: 5127.500000
	Iteration 30Q: 3 clusters Score -4603797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4603810.500000 Penalty: 5127.500000
	Iteration 31Q: 3 clusters Score -4603810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -4603815.500000 Penalty: 5127.500000
	Iteration 32Q: 3 clusters Score -4603816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -4603818.500000 Penalty: 5127.500000
	Iteration 33Q: 3 clusters Score -4603818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -4603828.000000 Penalty: 5127.500000
	Iteration 34Q: 3 clusters Score -4603828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -4603833.500000 Penalty: 5127.500000
	Iteration 35Q: 3 clusters Score -4603834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4603840.000000 Penalty: 5127.500000
	Iteration 36Q: 3 clusters Score -4603840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -4603838.000000 Penalty: 5127.500000
	Iteration 37Q: 3 clusters Score -4603838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -4603840.500000 Penalty: 5127.500000
	Iteration 38Q: 3 clusters Score -4603840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4603837.500000 Penalty: 5127.500000
	Iteration 39Q: 3 clusters Score -4603838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4603842.000000 Penalty: 5127.500000
	Iteration 40F: 3 clusters Score -4603842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -212321.921875 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -212321.9 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 746 members 
Entering Unmasked Estep 
Score: -210060.312500 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -210060.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210483.718750 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -210483.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -210589.078125 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -210589.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210659.718750 Penalty: 3617.674072
	Iteration 3Q: 3 clusters Score -210659.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -210708.109375 Penalty: 3617.674072
	Iteration 4Q: 3 clusters Score -210708.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210762.687500 Penalty: 3617.674072
	Iteration 5Q: 3 clusters Score -210762.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -210787.937500 Penalty: 3617.674072
	Iteration 6Q: 3 clusters Score -210787.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210817.203125 Penalty: 3617.674072
	Iteration 7Q: 3 clusters Score -210817.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210844.390625 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -210844.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210872.609375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -210872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -210894.375000 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -210894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210905.796875 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -210905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -210918.859375 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -210918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210928.406250 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -210928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210936.812500 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -210936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -210948.390625 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -210948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210954.484375 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -210954.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210961.515625 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -210961.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -210967.609375 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -210967.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210971.625000 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -210971.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210971.625000 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -210971.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1797123.625000 Penalty: 2329.875732
	Iteration 0F: 2 clusters Score -1797124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1788124.250000 Penalty: 4659.751465
	Iteration 0F: 3 clusters Score -1788124 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1790827.625000 Penalty: 4659.751465
	Iteration 1F: 3 clusters Score -1790828 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1791135.125000 Penalty: 4659.751465
	Iteration 2F: 3 clusters Score -1791135 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1791333.875000 Penalty: 4659.751465
	Iteration 3Q: 3 clusters Score -1791334 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1791512.125000 Penalty: 4659.751465
	Iteration 4Q: 3 clusters Score -1791512 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1791675.500000 Penalty: 4659.751465
	Iteration 5Q: 3 clusters Score -1791676 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1791869.500000 Penalty: 4659.751465
	Iteration 6Q: 3 clusters Score -1791870 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1792104.750000 Penalty: 4659.751465
	Iteration 7Q: 3 clusters Score -1792105 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1792361.250000 Penalty: 4659.751465
	Iteration 8Q: 3 clusters Score -1792361 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1792717.750000 Penalty: 4659.751465
	Iteration 9Q: 3 clusters Score -1792718 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1793163.875000 Penalty: 4659.751465
	Iteration 10Q: 3 clusters Score -1793164 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1793644.750000 Penalty: 4659.751465
	Iteration 11Q: 3 clusters Score -1793645 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1794110.250000 Penalty: 4659.751465
	Iteration 12Q: 3 clusters Score -1794110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1794430.375000 Penalty: 4659.751465
	Iteration 13Q: 3 clusters Score -1794430 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1794658.375000 Penalty: 4659.751465
	Iteration 14Q: 3 clusters Score -1794658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1794824.125000 Penalty: 4659.751465
	Iteration 15Q: 3 clusters Score -1794824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1794936.250000 Penalty: 4659.751465
	Iteration 16Q: 3 clusters Score -1794936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1795011.625000 Penalty: 4659.751465
	Iteration 17Q: 3 clusters Score -1795012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1795055.875000 Penalty: 4659.751465
	Iteration 18Q: 3 clusters Score -1795056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1795080.750000 Penalty: 4659.751465
	Iteration 19Q: 3 clusters Score -1795081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1795097.250000 Penalty: 4659.751465
	Iteration 20F: 3 clusters Score -1795097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1795116.000000 Penalty: 4659.751465
	Iteration 21Q: 3 clusters Score -1795116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1795130.125000 Penalty: 4659.751465
	Iteration 22Q: 3 clusters Score -1795130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1795135.750000 Penalty: 4659.751465
	Iteration 23Q: 3 clusters Score -1795136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1795136.000000 Penalty: 4659.751465
	Iteration 24Q: 3 clusters Score -1795136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1795138.625000 Penalty: 4659.751465
	Iteration 25Q: 3 clusters Score -1795139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1795138.250000 Penalty: 4659.751465
	Iteration 26Q: 3 clusters Score -1795138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1795141.375000 Penalty: 4659.751465
	Iteration 27Q: 3 clusters Score -1795141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -1795147.000000 Penalty: 4659.751465
	Iteration 28Q: 3 clusters Score -1795147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1795149.500000 Penalty: 4659.751465
	Iteration 29Q: 3 clusters Score -1795150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1795149.500000 Penalty: 4659.751465
	Iteration 30F: 3 clusters Score -1795150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19103.523438 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19103.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -19612.427734 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19612.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19977.070312 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19977.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102163 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 147 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Mstep: Class 48 contains 52 members 
Entering Unmasked Estep 
Score: -115059944.000000 Penalty: 161847.281250
Splitting cluster 31 changes total score from -115061768.000000 to -115059944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Entering Unmasked Estep 
Score: -443665.625000 Penalty: 1982.585205
	Iteration 0F: 2 clusters Score -443665.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -440448.500000 Penalty: 3965.170410
	Iteration 0F: 3 clusters Score -440448.5 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -441079.562500 Penalty: 3965.170410
	Iteration 1F: 3 clusters Score -441079.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -441262.250000 Penalty: 3965.170410
	Iteration 2F: 3 clusters Score -441262.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -441345.968750 Penalty: 3965.170410
	Iteration 3Q: 3 clusters Score -441346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -441398.281250 Penalty: 3965.170410
	Iteration 4Q: 3 clusters Score -441398.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -441438.687500 Penalty: 3965.170410
	Iteration 5Q: 3 clusters Score -441438.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -441464.125000 Penalty: 3965.170410
	Iteration 6Q: 3 clusters Score -441464.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -441485.562500 Penalty: 3965.170410
	Iteration 7Q: 3 clusters Score -441485.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -441499.218750 Penalty: 3965.170410
	Iteration 8Q: 3 clusters Score -441499.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -441509.218750 Penalty: 3965.170410
	Iteration 9Q: 3 clusters Score -441509.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -441514.437500 Penalty: 3965.170410
	Iteration 10Q: 3 clusters Score -441514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -441520.406250 Penalty: 3965.170410
	Iteration 11Q: 3 clusters Score -441520.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -441525.218750 Penalty: 3965.170410
	Iteration 12Q: 3 clusters Score -441525.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -441528.875000 Penalty: 3965.170410
	Iteration 13Q: 3 clusters Score -441528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -441530.531250 Penalty: 3965.170410
	Iteration 14Q: 3 clusters Score -441530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -441533.375000 Penalty: 3965.170410
	Iteration 15Q: 3 clusters Score -441533.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -441533.812500 Penalty: 3965.170410
	Iteration 16Q: 3 clusters Score -441533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -441535.906250 Penalty: 3965.170410
	Iteration 17Q: 3 clusters Score -441535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -441536.968750 Penalty: 3965.170410
	Iteration 18Q: 3 clusters Score -441537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -441538.375000 Penalty: 3965.170410
	Iteration 19Q: 3 clusters Score -441538.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -441540.687500 Penalty: 3965.170410
	Iteration 20F: 3 clusters Score -441540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -441543.968750 Penalty: 3965.170410
	Iteration 21Q: 3 clusters Score -441544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -441547.093750 Penalty: 3965.170410
	Iteration 22Q: 3 clusters Score -441547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -441547.656250 Penalty: 3965.170410
	Iteration 23Q: 3 clusters Score -441547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -441548.875000 Penalty: 3965.170410
	Iteration 24Q: 3 clusters Score -441548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -441548.875000 Penalty: 3965.170410
	Iteration 25F: 3 clusters Score -441548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Entering Unmasked Estep 
Score: -1569709.250000 Penalty: 2310.313477
	Iteration 0F: 2 clusters Score -1569709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1561373.250000 Penalty: 4620.626953
	Iteration 0F: 3 clusters Score -1561373 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1564069.000000 Penalty: 4620.626953
	Iteration 1F: 3 clusters Score -1564069 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1564688.500000 Penalty: 4620.626953
	Iteration 2F: 3 clusters Score -1564688 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1565342.250000 Penalty: 4620.626953
	Iteration 3F: 3 clusters Score -1565342 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1565858.125000 Penalty: 4620.626953
	Iteration 4F: 3 clusters Score -1565858 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1566260.875000 Penalty: 4620.626953
	Iteration 5F: 3 clusters Score -1566261 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1566557.500000 Penalty: 4620.626953
	Iteration 6Q: 3 clusters Score -1566558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1566800.750000 Penalty: 4620.626953
	Iteration 7Q: 3 clusters Score -1566801 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1566989.250000 Penalty: 4620.626953
	Iteration 8Q: 3 clusters Score -1566989 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1567163.750000 Penalty: 4620.626953
	Iteration 9Q: 3 clusters Score -1567164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1567327.500000 Penalty: 4620.626953
	Iteration 10Q: 3 clusters Score -1567328 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1567446.000000 Penalty: 4620.626953
	Iteration 11Q: 3 clusters Score -1567446 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1567528.000000 Penalty: 4620.626953
	Iteration 12Q: 3 clusters Score -1567528 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1567580.125000 Penalty: 4620.626953
	Iteration 13Q: 3 clusters Score -1567580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1567626.250000 Penalty: 4620.626953
	Iteration 14Q: 3 clusters Score -1567626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1567663.500000 Penalty: 4620.626953
	Iteration 15Q: 3 clusters Score -1567664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1567686.125000 Penalty: 4620.626953
	Iteration 16Q: 3 clusters Score -1567686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1567708.125000 Penalty: 4620.626953
	Iteration 17Q: 3 clusters Score -1567708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1567715.750000 Penalty: 4620.626953
	Iteration 18Q: 3 clusters Score -1567716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1567729.875000 Penalty: 4620.626953
	Iteration 19Q: 3 clusters Score -1567730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1567736.500000 Penalty: 4620.626953
	Iteration 20F: 3 clusters Score -1567736 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1567751.375000 Penalty: 4620.626953
	Iteration 21Q: 3 clusters Score -1567751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1567758.500000 Penalty: 4620.626953
	Iteration 22Q: 3 clusters Score -1567758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1567772.250000 Penalty: 4620.626953
	Iteration 23Q: 3 clusters Score -1567772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1567791.000000 Penalty: 4620.626953
	Iteration 24Q: 3 clusters Score -1567791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1567795.000000 Penalty: 4620.626953
	Iteration 25Q: 3 clusters Score -1567795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1567803.750000 Penalty: 4620.626953
	Iteration 26Q: 3 clusters Score -1567804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1567804.625000 Penalty: 4620.626953
	Iteration 27Q: 3 clusters Score -1567805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1567815.625000 Penalty: 4620.626953
	Iteration 28Q: 3 clusters Score -1567816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1567816.875000 Penalty: 4620.626953
	Iteration 29Q: 3 clusters Score -1567817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1567822.000000 Penalty: 4620.626953
	Iteration 30Q: 3 clusters Score -1567822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1567827.625000 Penalty: 4620.626953
	Iteration 31Q: 3 clusters Score -1567828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1567831.500000 Penalty: 4620.626953
	Iteration 32Q: 3 clusters Score -1567832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1567833.250000 Penalty: 4620.626953
	Iteration 33Q: 3 clusters Score -1567833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1567841.625000 Penalty: 4620.626953
	Iteration 34Q: 3 clusters Score -1567842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1567846.500000 Penalty: 4620.626953
	Iteration 35Q: 3 clusters Score -1567846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1567849.250000 Penalty: 4620.626953
	Iteration 36Q: 3 clusters Score -1567849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1567853.250000 Penalty: 4620.626953
	Iteration 37Q: 3 clusters Score -1567853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1567856.875000 Penalty: 4620.626953
	Iteration 38Q: 3 clusters Score -1567857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1567865.625000 Penalty: 4620.626953
	Iteration 39Q: 3 clusters Score -1567866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1567859.375000 Penalty: 4620.626953
	Iteration 40F: 3 clusters Score -1567859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1567864.875000 Penalty: 4620.626953
	Iteration 41Q: 3 clusters Score -1567865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1567869.250000 Penalty: 4620.626953
	Iteration 42Q: 3 clusters Score -1567869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1567870.375000 Penalty: 4620.626953
	Iteration 43Q: 3 clusters Score -1567870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1567876.250000 Penalty: 4620.626953
	Iteration 44Q: 3 clusters Score -1567876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1567875.750000 Penalty: 4620.626953
	Iteration 45Q: 3 clusters Score -1567876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1567877.125000 Penalty: 4620.626953
	Iteration 46Q: 3 clusters Score -1567877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1567880.750000 Penalty: 4620.626953
	Iteration 47Q: 3 clusters Score -1567881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1567889.500000 Penalty: 4620.626953
	Iteration 48Q: 3 clusters Score -1567890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1567893.250000 Penalty: 4620.626953
	Iteration 49Q: 3 clusters Score -1567893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1567893.125000 Penalty: 4620.626953
	Iteration 50Q: 3 clusters Score -1567893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1567900.250000 Penalty: 4620.626953
	Iteration 51Q: 3 clusters Score -1567900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1567901.125000 Penalty: 4620.626953
	Iteration 52Q: 3 clusters Score -1567901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1567902.000000 Penalty: 4620.626953
	Iteration 53Q: 3 clusters Score -1567902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1567906.375000 Penalty: 4620.626953
	Iteration 54Q: 3 clusters Score -1567906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1567905.125000 Penalty: 4620.626953
	Iteration 55Q: 3 clusters Score -1567905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1567907.125000 Penalty: 4620.626953
	Iteration 56Q: 3 clusters Score -1567907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1567908.250000 Penalty: 4620.626953
	Iteration 57Q: 3 clusters Score -1567908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1567908.750000 Penalty: 4620.626953
	Iteration 58Q: 3 clusters Score -1567909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1567910.750000 Penalty: 4620.626953
	Iteration 59Q: 3 clusters Score -1567911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1567910.000000 Penalty: 4620.626953
	Iteration 60F: 3 clusters Score -1567910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1567912.750000 Penalty: 4620.626953
	Iteration 61Q: 3 clusters Score -1567913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1567911.750000 Penalty: 4620.626953
	Iteration 62Q: 3 clusters Score -1567912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1567915.125000 Penalty: 4620.626953
	Iteration 63Q: 3 clusters Score -1567915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1567919.875000 Penalty: 4620.626953
	Iteration 64Q: 3 clusters Score -1567920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1567923.500000 Penalty: 4620.626953
	Iteration 65Q: 3 clusters Score -1567924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1567926.500000 Penalty: 4620.626953
	Iteration 66Q: 3 clusters Score -1567926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1567926.750000 Penalty: 4620.626953
	Iteration 67Q: 3 clusters Score -1567927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1567932.125000 Penalty: 4620.626953
	Iteration 68Q: 3 clusters Score -1567932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1567929.750000 Penalty: 4620.626953
	Iteration 69Q: 3 clusters Score -1567930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1567934.875000 Penalty: 4620.626953
	Iteration 70Q: 3 clusters Score -1567935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1567937.000000 Penalty: 4620.626953
	Iteration 71Q: 3 clusters Score -1567937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1567935.875000 Penalty: 4620.626953
	Iteration 72Q: 3 clusters Score -1567936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1567934.750000 Penalty: 4620.626953
	Iteration 73Q: 3 clusters Score -1567935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1567935.625000 Penalty: 4620.626953
	Iteration 74Q: 3 clusters Score -1567936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1567937.125000 Penalty: 4620.626953
	Iteration 75Q: 3 clusters Score -1567937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1567937.000000 Penalty: 4620.626953
	Iteration 76Q: 3 clusters Score -1567937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1567940.625000 Penalty: 4620.626953
	Iteration 77Q: 3 clusters Score -1567941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1567941.500000 Penalty: 4620.626953
	Iteration 78Q: 3 clusters Score -1567942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1567943.875000 Penalty: 4620.626953
	Iteration 79Q: 3 clusters Score -1567944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1567944.250000 Penalty: 4620.626953
	Iteration 80F: 3 clusters Score -1567944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1567941.875000 Penalty: 4620.626953
	Iteration 81Q: 3 clusters Score -1567942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1567943.875000 Penalty: 4620.626953
	Iteration 82Q: 3 clusters Score -1567944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1567948.375000 Penalty: 4620.626953
	Iteration 83Q: 3 clusters Score -1567948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1567945.500000 Penalty: 4620.626953
	Iteration 84Q: 3 clusters Score -1567946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1567945.250000 Penalty: 4620.626953
	Iteration 85Q: 3 clusters Score -1567945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1567946.250000 Penalty: 4620.626953
	Iteration 86Q: 3 clusters Score -1567946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1567944.375000 Penalty: 4620.626953
	Iteration 87Q: 3 clusters Score -1567944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1567945.875000 Penalty: 4620.626953
	Iteration 88Q: 3 clusters Score -1567946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1567948.000000 Penalty: 4620.626953
	Iteration 89Q: 3 clusters Score -1567948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1567954.125000 Penalty: 4620.626953
	Iteration 90Q: 3 clusters Score -1567954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1567954.250000 Penalty: 4620.626953
	Iteration 91Q: 3 clusters Score -1567954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1567957.000000 Penalty: 4620.626953
	Iteration 92Q: 3 clusters Score -1567957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1567958.625000 Penalty: 4620.626953
	Iteration 93Q: 3 clusters Score -1567959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1567962.125000 Penalty: 4620.626953
	Iteration 94Q: 3 clusters Score -1567962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1567958.375000 Penalty: 4620.626953
	Iteration 95Q: 3 clusters Score -1567958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1567963.375000 Penalty: 4620.626953
	Iteration 96Q: 3 clusters Score -1567963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1567964.500000 Penalty: 4620.626953
	Iteration 97Q: 3 clusters Score -1567964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1567964.500000 Penalty: 4620.626953
	Iteration 98Q: 3 clusters Score -1567964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1567966.750000 Penalty: 4620.626953
	Iteration 99Q: 3 clusters Score -1567967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1567967.750000 Penalty: 4620.626953
	Iteration 100F: 3 clusters Score -1567968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1567966.750000 Penalty: 4620.626953
	Iteration 101Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1567966.750000 Penalty: 4620.626953
	Iteration 102Q: 3 clusters Score -1567967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1567970.375000 Penalty: 4620.626953
	Iteration 103Q: 3 clusters Score -1567970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1567968.625000 Penalty: 4620.626953
	Iteration 104Q: 3 clusters Score -1567969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1567968.750000 Penalty: 4620.626953
	Iteration 105Q: 3 clusters Score -1567969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1567968.500000 Penalty: 4620.626953
	Iteration 106Q: 3 clusters Score -1567968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1567966.500000 Penalty: 4620.626953
	Iteration 107Q: 3 clusters Score -1567966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1567966.875000 Penalty: 4620.626953
	Iteration 108Q: 3 clusters Score -1567967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1567966.250000 Penalty: 4620.626953
	Iteration 109Q: 3 clusters Score -1567966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1567967.625000 Penalty: 4620.626953
	Iteration 110Q: 3 clusters Score -1567968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1567967.625000 Penalty: 4620.626953
	Iteration 111F: 3 clusters Score -1567968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Entering Unmasked Estep 
Score: -2537777.250000 Penalty: 2433.342773
	Iteration 0F: 2 clusters Score -2537777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2524985.500000 Penalty: 4866.685547
	Iteration 0F: 3 clusters Score -2524986 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2529754.500000 Penalty: 4866.685547
	Iteration 1F: 3 clusters Score -2529754 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2530783.500000 Penalty: 4866.685547
	Iteration 2F: 3 clusters Score -2530784 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2531881.750000 Penalty: 4866.685547
	Iteration 3F: 3 clusters Score -2531882 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2532845.500000 Penalty: 4866.685547
	Iteration 4F: 3 clusters Score -2532846 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2533489.500000 Penalty: 4866.685547
	Iteration 5F: 3 clusters Score -2533490 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2533903.250000 Penalty: 4866.685547
	Iteration 6Q: 3 clusters Score -2533903 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2534188.750000 Penalty: 4866.685547
	Iteration 7Q: 3 clusters Score -2534189 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2534356.000000 Penalty: 4866.685547
	Iteration 8Q: 3 clusters Score -2534356 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2534467.000000 Penalty: 4866.685547
	Iteration 9Q: 3 clusters Score -2534467 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2534540.500000 Penalty: 4866.685547
	Iteration 10Q: 3 clusters Score -2534540 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2534605.750000 Penalty: 4866.685547
	Iteration 11Q: 3 clusters Score -2534606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2534660.500000 Penalty: 4866.685547
	Iteration 12Q: 3 clusters Score -2534660 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2534697.750000 Penalty: 4866.685547
	Iteration 13Q: 3 clusters Score -2534698 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2534751.000000 Penalty: 4866.685547
	Iteration 14Q: 3 clusters Score -2534751 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2534805.000000 Penalty: 4866.685547
	Iteration 15Q: 3 clusters Score -2534805 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2534867.750000 Penalty: 4866.685547
	Iteration 16Q: 3 clusters Score -2534868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2534926.500000 Penalty: 4866.685547
	Iteration 17Q: 3 clusters Score -2534926 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2534986.750000 Penalty: 4866.685547
	Iteration 18Q: 3 clusters Score -2534987 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2535064.250000 Penalty: 4866.685547
	Iteration 19Q: 3 clusters Score -2535064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2535137.500000 Penalty: 4866.685547
	Iteration 20F: 3 clusters Score -2535138 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2535233.500000 Penalty: 4866.685547
	Iteration 21Q: 3 clusters Score -2535234 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2535317.250000 Penalty: 4866.685547
	Iteration 22Q: 3 clusters Score -2535317 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2535408.250000 Penalty: 4866.685547
	Iteration 23Q: 3 clusters Score -2535408 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2535487.750000 Penalty: 4866.685547
	Iteration 24Q: 3 clusters Score -2535488 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2535584.000000 Penalty: 4866.685547
	Iteration 25Q: 3 clusters Score -2535584 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2535674.000000 Penalty: 4866.685547
	Iteration 26Q: 3 clusters Score -2535674 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2535777.250000 Penalty: 4866.685547
	Iteration 27Q: 3 clusters Score -2535777 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2535884.500000 Penalty: 4866.685547
	Iteration 28Q: 3 clusters Score -2535884 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2535976.250000 Penalty: 4866.685547
	Iteration 29Q: 3 clusters Score -2535976 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2536107.750000 Penalty: 4866.685547
	Iteration 30Q: 3 clusters Score -2536108 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2536228.250000 Penalty: 4866.685547
	Iteration 31Q: 3 clusters Score -2536228 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2536344.250000 Penalty: 4866.685547
	Iteration 32Q: 3 clusters Score -2536344 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2536456.500000 Penalty: 4866.685547
	Iteration 33Q: 3 clusters Score -2536456 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2536585.000000 Penalty: 4866.685547
	Iteration 34Q: 3 clusters Score -2536585 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2536663.250000 Penalty: 4866.685547
	Iteration 35Q: 3 clusters Score -2536663 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2536748.000000 Penalty: 4866.685547
	Iteration 36Q: 3 clusters Score -2536748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2536813.000000 Penalty: 4866.685547
	Iteration 37Q: 3 clusters Score -2536813 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2536881.250000 Penalty: 4866.685547
	Iteration 38Q: 3 clusters Score -2536881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2536926.500000 Penalty: 4866.685547
	Iteration 39Q: 3 clusters Score -2536926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2536959.250000 Penalty: 4866.685547
	Iteration 40F: 3 clusters Score -2536959 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2536996.750000 Penalty: 4866.685547
	Iteration 41Q: 3 clusters Score -2536997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2537014.250000 Penalty: 4866.685547
	Iteration 42Q: 3 clusters Score -2537014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2537033.500000 Penalty: 4866.685547
	Iteration 43Q: 3 clusters Score -2537034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2537046.750000 Penalty: 4866.685547
	Iteration 44Q: 3 clusters Score -2537047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2537053.000000 Penalty: 4866.685547
	Iteration 45Q: 3 clusters Score -2537053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2537060.000000 Penalty: 4866.685547
	Iteration 46Q: 3 clusters Score -2537060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2537075.000000 Penalty: 4866.685547
	Iteration 47Q: 3 clusters Score -2537075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2537082.250000 Penalty: 4866.685547
	Iteration 48Q: 3 clusters Score -2537082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2537090.750000 Penalty: 4866.685547
	Iteration 49Q: 3 clusters Score -2537091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2537102.000000 Penalty: 4866.685547
	Iteration 50Q: 3 clusters Score -2537102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2537105.750000 Penalty: 4866.685547
	Iteration 51Q: 3 clusters Score -2537106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2537110.500000 Penalty: 4866.685547
	Iteration 52Q: 3 clusters Score -2537110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2537115.000000 Penalty: 4866.685547
	Iteration 53Q: 3 clusters Score -2537115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2537116.000000 Penalty: 4866.685547
	Iteration 54Q: 3 clusters Score -2537116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2537121.500000 Penalty: 4866.685547
	Iteration 55Q: 3 clusters Score -2537122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2537124.500000 Penalty: 4866.685547
	Iteration 56Q: 3 clusters Score -2537124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2537128.500000 Penalty: 4866.685547
	Iteration 57Q: 3 clusters Score -2537128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2537127.250000 Penalty: 4866.685547
	Iteration 58Q: 3 clusters Score -2537127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2537127.750000 Penalty: 4866.685547
	Iteration 59Q: 3 clusters Score -2537128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2537128.750000 Penalty: 4866.685547
	Iteration 60F: 3 clusters Score -2537129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2537132.750000 Penalty: 4866.685547
	Iteration 61Q: 3 clusters Score -2537133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2537130.250000 Penalty: 4866.685547
	Iteration 62Q: 3 clusters Score -2537130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2537133.000000 Penalty: 4866.685547
	Iteration 63Q: 3 clusters Score -2537133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2537132.250000 Penalty: 4866.685547
	Iteration 64Q: 3 clusters Score -2537132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2537131.000000 Penalty: 4866.685547
	Iteration 65Q: 3 clusters Score -2537131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2537131.500000 Penalty: 4866.685547
	Iteration 66Q: 3 clusters Score -2537132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2537131.500000 Penalty: 4866.685547
	Iteration 67F: 3 clusters Score -2537132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -218889.375000 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -218889.4 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 734 members 
Entering Unmasked Estep 
Score: -216558.000000 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -216558 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -216907.531250 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -216907.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216998.453125 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -216998.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217054.000000 Penalty: 3642.339355
	Iteration 3Q: 3 clusters Score -217054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -217094.718750 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -217094.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217121.281250 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -217121.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217139.078125 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -217139.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217146.968750 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -217147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217153.703125 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -217153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -217163.812500 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -217163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -217175.718750 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -217175.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217192.078125 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -217192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217201.718750 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -217201.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -217208.359375 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -217208.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217214.218750 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -217214.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217220.203125 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -217220.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217226.359375 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -217226.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217234.234375 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -217234.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217240.703125 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -217240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -217250.078125 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -217250.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217265.859375 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -217265.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217275.500000 Penalty: 3642.339355
	Iteration 21Q: 3 clusters Score -217275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217284.109375 Penalty: 3642.339355
	Iteration 22Q: 3 clusters Score -217284.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -217288.781250 Penalty: 3642.339355
	Iteration 23Q: 3 clusters Score -217288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217296.937500 Penalty: 3642.339355
	Iteration 24Q: 3 clusters Score -217296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217303.343750 Penalty: 3642.339355
	Iteration 25Q: 3 clusters Score -217303.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217306.656250 Penalty: 3642.339355
	Iteration 26Q: 3 clusters Score -217306.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -217309.750000 Penalty: 3642.339355
	Iteration 27Q: 3 clusters Score -217309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217316.031250 Penalty: 3642.339355
	Iteration 28Q: 3 clusters Score -217316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217320.921875 Penalty: 3642.339355
	Iteration 29Q: 3 clusters Score -217320.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217324.812500 Penalty: 3642.339355
	Iteration 30Q: 3 clusters Score -217324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217332.328125 Penalty: 3642.339355
	Iteration 31Q: 3 clusters Score -217332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -217340.359375 Penalty: 3642.339355
	Iteration 32Q: 3 clusters Score -217340.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -217358.343750 Penalty: 3642.339355
	Iteration 33Q: 3 clusters Score -217358.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -217386.421875 Penalty: 3642.339355
	Iteration 34Q: 3 clusters Score -217386.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -217410.718750 Penalty: 3642.339355
	Iteration 35Q: 3 clusters Score -217410.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -217445.500000 Penalty: 3642.339355
	Iteration 36Q: 3 clusters Score -217445.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -217496.078125 Penalty: 3642.339355
	Iteration 37Q: 3 clusters Score -217496.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -217549.734375 Penalty: 3642.339355
	Iteration 38Q: 3 clusters Score -217549.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -217594.140625 Penalty: 3642.339355
	Iteration 39Q: 3 clusters Score -217594.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217639.515625 Penalty: 3642.339355
	Iteration 40F: 3 clusters Score -217639.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217676.093750 Penalty: 3642.339355
	Iteration 41Q: 3 clusters Score -217676.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217704.593750 Penalty: 3642.339355
	Iteration 42Q: 3 clusters Score -217704.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217726.937500 Penalty: 3642.339355
	Iteration 43Q: 3 clusters Score -217726.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217752.484375 Penalty: 3642.339355
	Iteration 44Q: 3 clusters Score -217752.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -217767.843750 Penalty: 3642.339355
	Iteration 45Q: 3 clusters Score -217767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217787.859375 Penalty: 3642.339355
	Iteration 46Q: 3 clusters Score -217787.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -217803.765625 Penalty: 3642.339355
	Iteration 47Q: 3 clusters Score -217803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217817.031250 Penalty: 3642.339355
	Iteration 48Q: 3 clusters Score -217817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217826.062500 Penalty: 3642.339355
	Iteration 49Q: 3 clusters Score -217826.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217838.843750 Penalty: 3642.339355
	Iteration 50Q: 3 clusters Score -217838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217844.218750 Penalty: 3642.339355
	Iteration 51Q: 3 clusters Score -217844.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217845.578125 Penalty: 3642.339355
	Iteration 52Q: 3 clusters Score -217845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -217847.046875 Penalty: 3642.339355
	Iteration 53Q: 3 clusters Score -217847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217849.171875 Penalty: 3642.339355
	Iteration 54Q: 3 clusters Score -217849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217849.406250 Penalty: 3642.339355
	Iteration 55Q: 3 clusters Score -217849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217849.406250 Penalty: 3642.339355
	Iteration 56F: 3 clusters Score -217849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -48090.445312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -48090.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46813.667969 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -46813.67 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47012.382812 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -47012.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47114.871094 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -47114.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47222.265625 Penalty: 2961.745850
	Iteration 3Q: 3 clusters Score -47222.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47259.843750 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -47259.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47269.363281 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -47269.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47270.640625 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -47270.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47272.933594 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -47272.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47277.855469 Penalty: 2961.745850
	Iteration 8Q: 3 clusters Score -47277.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47279.242188 Penalty: 2961.745850
	Iteration 9Q: 3 clusters Score -47279.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47292.679688 Penalty: 2961.745850
	Iteration 10Q: 3 clusters Score -47292.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47298.378906 Penalty: 2961.745850
	Iteration 11Q: 3 clusters Score -47298.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47298.378906 Penalty: 2961.745850
	Iteration 12F: 3 clusters Score -47298.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Entering Unmasked Estep 
Score: -1917726.750000 Penalty: 2348.045166
	Iteration 0F: 2 clusters Score -1917727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1908255.250000 Penalty: 4696.090332
	Iteration 0F: 3 clusters Score -1908255 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1911154.000000 Penalty: 4696.090332
	Iteration 1F: 3 clusters Score -1911154 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1911493.750000 Penalty: 4696.090332
	Iteration 2F: 3 clusters Score -1911494 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1911732.250000 Penalty: 4696.090332
	Iteration 3Q: 3 clusters Score -1911732 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1911933.750000 Penalty: 4696.090332
	Iteration 4Q: 3 clusters Score -1911934 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1912116.375000 Penalty: 4696.090332
	Iteration 5Q: 3 clusters Score -1912116 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1912309.500000 Penalty: 4696.090332
	Iteration 6Q: 3 clusters Score -1912310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1912515.500000 Penalty: 4696.090332
	Iteration 7Q: 3 clusters Score -1912516 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1912754.750000 Penalty: 4696.090332
	Iteration 8Q: 3 clusters Score -1912755 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1913026.250000 Penalty: 4696.090332
	Iteration 9Q: 3 clusters Score -1913026 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1913305.000000 Penalty: 4696.090332
	Iteration 10Q: 3 clusters Score -1913305 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1913628.875000 Penalty: 4696.090332
	Iteration 11Q: 3 clusters Score -1913629 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1913984.625000 Penalty: 4696.090332
	Iteration 12Q: 3 clusters Score -1913985 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1914318.500000 Penalty: 4696.090332
	Iteration 13Q: 3 clusters Score -1914318 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1914568.625000 Penalty: 4696.090332
	Iteration 14Q: 3 clusters Score -1914569 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1914793.750000 Penalty: 4696.090332
	Iteration 15Q: 3 clusters Score -1914794 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1915002.250000 Penalty: 4696.090332
	Iteration 16Q: 3 clusters Score -1915002 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1915170.500000 Penalty: 4696.090332
	Iteration 17Q: 3 clusters Score -1915170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1915307.875000 Penalty: 4696.090332
	Iteration 18Q: 3 clusters Score -1915308 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1915421.375000 Penalty: 4696.090332
	Iteration 19Q: 3 clusters Score -1915421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1915515.500000 Penalty: 4696.090332
	Iteration 20F: 3 clusters Score -1915516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1915598.500000 Penalty: 4696.090332
	Iteration 21Q: 3 clusters Score -1915598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1915673.125000 Penalty: 4696.090332
	Iteration 22Q: 3 clusters Score -1915673 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1915719.750000 Penalty: 4696.090332
	Iteration 23Q: 3 clusters Score -1915720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1915760.375000 Penalty: 4696.090332
	Iteration 24Q: 3 clusters Score -1915760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1915791.625000 Penalty: 4696.090332
	Iteration 25Q: 3 clusters Score -1915792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1915827.875000 Penalty: 4696.090332
	Iteration 26Q: 3 clusters Score -1915828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1915858.375000 Penalty: 4696.090332
	Iteration 27Q: 3 clusters Score -1915858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1915876.125000 Penalty: 4696.090332
	Iteration 28Q: 3 clusters Score -1915876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1915895.625000 Penalty: 4696.090332
	Iteration 29Q: 3 clusters Score -1915896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1915910.500000 Penalty: 4696.090332
	Iteration 30Q: 3 clusters Score -1915910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1915918.250000 Penalty: 4696.090332
	Iteration 31Q: 3 clusters Score -1915918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1915925.750000 Penalty: 4696.090332
	Iteration 32Q: 3 clusters Score -1915926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1915928.000000 Penalty: 4696.090332
	Iteration 33Q: 3 clusters Score -1915928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1915935.375000 Penalty: 4696.090332
	Iteration 34Q: 3 clusters Score -1915935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1915939.125000 Penalty: 4696.090332
	Iteration 35Q: 3 clusters Score -1915939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1915938.250000 Penalty: 4696.090332
	Iteration 36Q: 3 clusters Score -1915938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1915938.250000 Penalty: 4696.090332
	Iteration 37F: 3 clusters Score -1915938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -875861.125000 Penalty: 2158.798828
	Iteration 0F: 2 clusters Score -875861.1 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 2975 members 
Entering Unmasked Estep 
Score: -870760.437500 Penalty: 4317.597656
	Iteration 0F: 3 clusters Score -870760.4 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -872141.562500 Penalty: 4317.597656
	Iteration 1F: 3 clusters Score -872141.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -872463.937500 Penalty: 4317.597656
	Iteration 2F: 3 clusters Score -872463.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -872655.750000 Penalty: 4317.597656
	Iteration 3F: 3 clusters Score -872655.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -872796.937500 Penalty: 4317.597656
	Iteration 4Q: 3 clusters Score -872796.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -872928.625000 Penalty: 4317.597656
	Iteration 5Q: 3 clusters Score -872928.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -873059.812500 Penalty: 4317.597656
	Iteration 6Q: 3 clusters Score -873059.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -873194.187500 Penalty: 4317.597656
	Iteration 7Q: 3 clusters Score -873194.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -873311.250000 Penalty: 4317.597656
	Iteration 8Q: 3 clusters Score -873311.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -873433.312500 Penalty: 4317.597656
	Iteration 9Q: 3 clusters Score -873433.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -873558.812500 Penalty: 4317.597656
	Iteration 10Q: 3 clusters Score -873558.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -873656.500000 Penalty: 4317.597656
	Iteration 11Q: 3 clusters Score -873656.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -873764.375000 Penalty: 4317.597656
	Iteration 12Q: 3 clusters Score -873764.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -873869.000000 Penalty: 4317.597656
	Iteration 13Q: 3 clusters Score -873869 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -873968.750000 Penalty: 4317.597656
	Iteration 14Q: 3 clusters Score -873968.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -874051.250000 Penalty: 4317.597656
	Iteration 15Q: 3 clusters Score -874051.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -874124.000000 Penalty: 4317.597656
	Iteration 16Q: 3 clusters Score -874124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -874178.625000 Penalty: 4317.597656
	Iteration 17Q: 3 clusters Score -874178.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -874227.312500 Penalty: 4317.597656
	Iteration 18Q: 3 clusters Score -874227.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -874257.875000 Penalty: 4317.597656
	Iteration 19Q: 3 clusters Score -874257.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -874289.812500 Penalty: 4317.597656
	Iteration 20F: 3 clusters Score -874289.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -874313.625000 Penalty: 4317.597656
	Iteration 21Q: 3 clusters Score -874313.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -874330.250000 Penalty: 4317.597656
	Iteration 22Q: 3 clusters Score -874330.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -874347.000000 Penalty: 4317.597656
	Iteration 23Q: 3 clusters Score -874347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -874363.750000 Penalty: 4317.597656
	Iteration 24Q: 3 clusters Score -874363.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -874385.562500 Penalty: 4317.597656
	Iteration 25Q: 3 clusters Score -874385.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -874404.312500 Penalty: 4317.597656
	Iteration 26Q: 3 clusters Score -874404.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -874417.125000 Penalty: 4317.597656
	Iteration 27Q: 3 clusters Score -874417.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -874427.437500 Penalty: 4317.597656
	Iteration 28Q: 3 clusters Score -874427.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -874430.687500 Penalty: 4317.597656
	Iteration 29Q: 3 clusters Score -874430.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -874439.500000 Penalty: 4317.597656
	Iteration 30Q: 3 clusters Score -874439.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -874448.312500 Penalty: 4317.597656
	Iteration 31Q: 3 clusters Score -874448.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -874457.625000 Penalty: 4317.597656
	Iteration 32Q: 3 clusters Score -874457.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -874469.437500 Penalty: 4317.597656
	Iteration 33Q: 3 clusters Score -874469.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -874488.187500 Penalty: 4317.597656
	Iteration 34Q: 3 clusters Score -874488.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -874501.312500 Penalty: 4317.597656
	Iteration 35Q: 3 clusters Score -874501.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -874513.875000 Penalty: 4317.597656
	Iteration 36Q: 3 clusters Score -874513.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -874525.625000 Penalty: 4317.597656
	Iteration 37Q: 3 clusters Score -874525.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -874540.312500 Penalty: 4317.597656
	Iteration 38Q: 3 clusters Score -874540.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -874566.125000 Penalty: 4317.597656
	Iteration 39Q: 3 clusters Score -874566.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -874587.125000 Penalty: 4317.597656
	Iteration 40F: 3 clusters Score -874587.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -874606.750000 Penalty: 4317.597656
	Iteration 41Q: 3 clusters Score -874606.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -874619.312500 Penalty: 4317.597656
	Iteration 42Q: 3 clusters Score -874619.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -874627.312500 Penalty: 4317.597656
	Iteration 43Q: 3 clusters Score -874627.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -874638.125000 Penalty: 4317.597656
	Iteration 44Q: 3 clusters Score -874638.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -874642.312500 Penalty: 4317.597656
	Iteration 45Q: 3 clusters Score -874642.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -874652.750000 Penalty: 4317.597656
	Iteration 46Q: 3 clusters Score -874652.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -874663.187500 Penalty: 4317.597656
	Iteration 47Q: 3 clusters Score -874663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -874675.250000 Penalty: 4317.597656
	Iteration 48Q: 3 clusters Score -874675.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -874681.125000 Penalty: 4317.597656
	Iteration 49Q: 3 clusters Score -874681.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -874689.062500 Penalty: 4317.597656
	Iteration 50Q: 3 clusters Score -874689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -874694.062500 Penalty: 4317.597656
	Iteration 51Q: 3 clusters Score -874694.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -874696.937500 Penalty: 4317.597656
	Iteration 52Q: 3 clusters Score -874696.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -874703.687500 Penalty: 4317.597656
	Iteration 53Q: 3 clusters Score -874703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -874706.312500 Penalty: 4317.597656
	Iteration 54Q: 3 clusters Score -874706.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -874712.250000 Penalty: 4317.597656
	Iteration 55Q: 3 clusters Score -874712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -874716.062500 Penalty: 4317.597656
	Iteration 56Q: 3 clusters Score -874716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -874718.750000 Penalty: 4317.597656
	Iteration 57Q: 3 clusters Score -874718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -874722.312500 Penalty: 4317.597656
	Iteration 58Q: 3 clusters Score -874722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -874723.562500 Penalty: 4317.597656
	Iteration 59Q: 3 clusters Score -874723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -874727.187500 Penalty: 4317.597656
	Iteration 60F: 3 clusters Score -874727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -874726.250000 Penalty: 4317.597656
	Iteration 61Q: 3 clusters Score -874726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -874727.500000 Penalty: 4317.597656
	Iteration 62Q: 3 clusters Score -874727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -874729.437500 Penalty: 4317.597656
	Iteration 63Q: 3 clusters Score -874729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -874728.500000 Penalty: 4317.597656
	Iteration 64Q: 3 clusters Score -874728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -874728.625000 Penalty: 4317.597656
	Iteration 65Q: 3 clusters Score -874728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -874729.187500 Penalty: 4317.597656
	Iteration 66Q: 3 clusters Score -874729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -874729.187500 Penalty: 4317.597656
	Iteration 67F: 3 clusters Score -874729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1470805.875000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1470806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1463236.250000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1463236 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1465412.500000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1465412 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1465796.000000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1465796 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1466135.750000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1466136 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1466510.625000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1466511 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1466952.000000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1466952 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1467437.750000 Penalty: 4558.813965
	Iteration 6F: 3 clusters Score -1467438 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1467849.250000 Penalty: 4558.813965
	Iteration 7F: 3 clusters Score -1467849 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1468189.000000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1468189 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1468403.375000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1468403 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1468566.625000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1468567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1468683.625000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1468684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1468772.000000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1468772 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1468834.125000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1468834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1468891.625000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1468892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1468928.500000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1468928 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1468963.125000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1468963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1468996.125000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1468996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1469011.375000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1469011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1469021.000000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1469021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1469022.500000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1469022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1469026.875000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1469027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1469025.125000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1469025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1469027.500000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1469028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1469029.000000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1469029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1469031.250000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1469031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1469034.875000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1469035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1469037.750000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1469038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1469040.125000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1469040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1469043.500000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1469044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1469043.500000 Penalty: 4558.813965
	Iteration 30F: 3 clusters Score -1469044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -105598.367188 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -105598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103952.414062 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -103952.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104768.148438 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -104768.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -105005.140625 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -105005.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -105125.757812 Penalty: 3379.468506
	Iteration 3Q: 3 clusters Score -105125.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -105251.835938 Penalty: 3379.468506
	Iteration 4Q: 3 clusters Score -105251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105316.132812 Penalty: 3379.468506
	Iteration 5Q: 3 clusters Score -105316.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105344.773438 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -105344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105353.335938 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -105353.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -105355.000000 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -105355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -105355.000000 Penalty: 3379.468506
	Iteration 9F: 3 clusters Score -105355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Entering Unmasked Estep 
Score: -1007983.875000 Penalty: 2217.275879
	Iteration 0F: 2 clusters Score -1007984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1001802.250000 Penalty: 4434.551758
	Iteration 0F: 3 clusters Score -1001802 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1003544.750000 Penalty: 4434.551758
	Iteration 1F: 3 clusters Score -1003545 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1003956.250000 Penalty: 4434.551758
	Iteration 2F: 3 clusters Score -1003956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1004303.812500 Penalty: 4434.551758
	Iteration 3F: 3 clusters Score -1004304 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1004601.750000 Penalty: 4434.551758
	Iteration 4F: 3 clusters Score -1004602 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1004871.937500 Penalty: 4434.551758
	Iteration 5Q: 3 clusters Score -1004872 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1005108.062500 Penalty: 4434.551758
	Iteration 6Q: 3 clusters Score -1005108 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1005300.312500 Penalty: 4434.551758
	Iteration 7Q: 3 clusters Score -1005300 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1005442.812500 Penalty: 4434.551758
	Iteration 8Q: 3 clusters Score -1005443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1005544.812500 Penalty: 4434.551758
	Iteration 9Q: 3 clusters Score -1005545 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1005617.625000 Penalty: 4434.551758
	Iteration 10Q: 3 clusters Score -1005618 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1005676.125000 Penalty: 4434.551758
	Iteration 11Q: 3 clusters Score -1005676 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1005714.187500 Penalty: 4434.551758
	Iteration 12Q: 3 clusters Score -1005714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1005741.000000 Penalty: 4434.551758
	Iteration 13Q: 3 clusters Score -1005741 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1005759.937500 Penalty: 4434.551758
	Iteration 14Q: 3 clusters Score -1005760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1005777.562500 Penalty: 4434.551758
	Iteration 15Q: 3 clusters Score -1005778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1005787.437500 Penalty: 4434.551758
	Iteration 16Q: 3 clusters Score -1005787 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1005796.312500 Penalty: 4434.551758
	Iteration 17Q: 3 clusters Score -1005796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1005801.687500 Penalty: 4434.551758
	Iteration 18Q: 3 clusters Score -1005802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1005810.312500 Penalty: 4434.551758
	Iteration 19Q: 3 clusters Score -1005810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1005818.250000 Penalty: 4434.551758
	Iteration 20F: 3 clusters Score -1005818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1005823.687500 Penalty: 4434.551758
	Iteration 21Q: 3 clusters Score -1005824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1005828.625000 Penalty: 4434.551758
	Iteration 22Q: 3 clusters Score -1005829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1005832.875000 Penalty: 4434.551758
	Iteration 23Q: 3 clusters Score -1005833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1005837.125000 Penalty: 4434.551758
	Iteration 24Q: 3 clusters Score -1005837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1005841.250000 Penalty: 4434.551758
	Iteration 25Q: 3 clusters Score -1005841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1005846.437500 Penalty: 4434.551758
	Iteration 26Q: 3 clusters Score -1005846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1005850.250000 Penalty: 4434.551758
	Iteration 27Q: 3 clusters Score -1005850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1005855.875000 Penalty: 4434.551758
	Iteration 28Q: 3 clusters Score -1005856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1005857.312500 Penalty: 4434.551758
	Iteration 29Q: 3 clusters Score -1005857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1005858.750000 Penalty: 4434.551758
	Iteration 30Q: 3 clusters Score -1005859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1005861.187500 Penalty: 4434.551758
	Iteration 31Q: 3 clusters Score -1005861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1005863.250000 Penalty: 4434.551758
	Iteration 32Q: 3 clusters Score -1005863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1005864.687500 Penalty: 4434.551758
	Iteration 33Q: 3 clusters Score -1005865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1005867.500000 Penalty: 4434.551758
	Iteration 34Q: 3 clusters Score -1005868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1005871.437500 Penalty: 4434.551758
	Iteration 35Q: 3 clusters Score -1005871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1005872.562500 Penalty: 4434.551758
	Iteration 36Q: 3 clusters Score -1005873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1005871.750000 Penalty: 4434.551758
	Iteration 37Q: 3 clusters Score -1005872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1005871.875000 Penalty: 4434.551758
	Iteration 38Q: 3 clusters Score -1005872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1005872.812500 Penalty: 4434.551758
	Iteration 39Q: 3 clusters Score -1005873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1005875.625000 Penalty: 4434.551758
	Iteration 40F: 3 clusters Score -1005876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1005875.437500 Penalty: 4434.551758
	Iteration 41Q: 3 clusters Score -1005875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1005874.562500 Penalty: 4434.551758
	Iteration 42Q: 3 clusters Score -1005875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1005873.375000 Penalty: 4434.551758
	Iteration 43Q: 3 clusters Score -1005873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1005873.375000 Penalty: 4434.551758
	Iteration 44F: 3 clusters Score -1005873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86670.140625 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86670.14 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86873.000000 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86958.335938 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -86958.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86992.281250 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -86992.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87004.710938 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87004.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -87021.906250 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87021.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87024.164062 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87024.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87024.164062 Penalty: 3207.207764
	Iteration 7F: 3 clusters Score -87024.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Entering Unmasked Estep 
Score: -1327226.625000 Penalty: 2276.252441
	Iteration 0F: 2 clusters Score -1327227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1319807.750000 Penalty: 4552.504883
	Iteration 0F: 3 clusters Score -1319808 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1322425.125000 Penalty: 4552.504883
	Iteration 1F: 3 clusters Score -1322425 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1323325.125000 Penalty: 4552.504883
	Iteration 2F: 3 clusters Score -1323325 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1324274.750000 Penalty: 4552.504883
	Iteration 3F: 3 clusters Score -1324275 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1325050.125000 Penalty: 4552.504883
	Iteration 4F: 3 clusters Score -1325050 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1325613.500000 Penalty: 4552.504883
	Iteration 5F: 3 clusters Score -1325614 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1325983.000000 Penalty: 4552.504883
	Iteration 6Q: 3 clusters Score -1325983 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1326237.000000 Penalty: 4552.504883
	Iteration 7Q: 3 clusters Score -1326237 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1326394.000000 Penalty: 4552.504883
	Iteration 8Q: 3 clusters Score -1326394 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1326511.750000 Penalty: 4552.504883
	Iteration 9Q: 3 clusters Score -1326512 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1326593.750000 Penalty: 4552.504883
	Iteration 10Q: 3 clusters Score -1326594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1326658.000000 Penalty: 4552.504883
	Iteration 11Q: 3 clusters Score -1326658 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1326711.000000 Penalty: 4552.504883
	Iteration 12Q: 3 clusters Score -1326711 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1326746.375000 Penalty: 4552.504883
	Iteration 13Q: 3 clusters Score -1326746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1326777.750000 Penalty: 4552.504883
	Iteration 14Q: 3 clusters Score -1326778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1326793.750000 Penalty: 4552.504883
	Iteration 15Q: 3 clusters Score -1326794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1326805.500000 Penalty: 4552.504883
	Iteration 16Q: 3 clusters Score -1326806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1326815.000000 Penalty: 4552.504883
	Iteration 17Q: 3 clusters Score -1326815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1326821.875000 Penalty: 4552.504883
	Iteration 18Q: 3 clusters Score -1326822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1326830.375000 Penalty: 4552.504883
	Iteration 19Q: 3 clusters Score -1326830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1326831.750000 Penalty: 4552.504883
	Iteration 20F: 3 clusters Score -1326832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1326836.500000 Penalty: 4552.504883
	Iteration 21Q: 3 clusters Score -1326836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1326841.625000 Penalty: 4552.504883
	Iteration 22Q: 3 clusters Score -1326842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1326844.375000 Penalty: 4552.504883
	Iteration 23Q: 3 clusters Score -1326844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1326846.125000 Penalty: 4552.504883
	Iteration 24Q: 3 clusters Score -1326846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1326850.625000 Penalty: 4552.504883
	Iteration 25Q: 3 clusters Score -1326851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1326854.625000 Penalty: 4552.504883
	Iteration 26Q: 3 clusters Score -1326855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1326855.500000 Penalty: 4552.504883
	Iteration 27Q: 3 clusters Score -1326856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1326858.375000 Penalty: 4552.504883
	Iteration 28Q: 3 clusters Score -1326858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1326860.250000 Penalty: 4552.504883
	Iteration 29Q: 3 clusters Score -1326860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1326859.375000 Penalty: 4552.504883
	Iteration 30Q: 3 clusters Score -1326859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1326858.500000 Penalty: 4552.504883
	Iteration 31Q: 3 clusters Score -1326858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1326856.625000 Penalty: 4552.504883
	Iteration 32Q: 3 clusters Score -1326857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1326857.000000 Penalty: 4552.504883
	Iteration 33Q: 3 clusters Score -1326857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1326856.500000 Penalty: 4552.504883
	Iteration 34Q: 3 clusters Score -1326856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1326856.500000 Penalty: 4552.504883
	Iteration 35F: 3 clusters Score -1326856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -167893.968750 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -167894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -165845.000000 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -165845 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -166333.234375 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -166333.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166581.046875 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -166581 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166829.828125 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -166829.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167038.796875 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -167038.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167192.109375 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -167192.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -167269.625000 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -167269.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -167316.812500 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -167316.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167346.109375 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -167346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167358.625000 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -167358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -167365.687500 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -167365.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -167372.531250 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -167372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -167375.890625 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -167375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -167376.625000 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -167376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -167376.625000 Penalty: 3517.091309
	Iteration 14F: 3 clusters Score -167376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Entering Unmasked Estep 
Score: -5500882.000000 Penalty: 2606.551025
	Iteration 0F: 2 clusters Score -5500882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -5475829.000000 Penalty: 5213.102051
	Iteration 0F: 3 clusters Score -5475829 nChanged 16860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -5485139.500000 Penalty: 5213.102051
	Iteration 1F: 3 clusters Score -5485140 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -5485662.500000 Penalty: 5213.102051
	Iteration 2Q: 3 clusters Score -5485662 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -5486139.000000 Penalty: 5213.102051
	Iteration 3Q: 3 clusters Score -5486139 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -5486607.500000 Penalty: 5213.102051
	Iteration 4Q: 3 clusters Score -5486608 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -5487080.000000 Penalty: 5213.102051
	Iteration 5Q: 3 clusters Score -5487080 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5487575.000000 Penalty: 5213.102051
	Iteration 6Q: 3 clusters Score -5487575 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -5488203.000000 Penalty: 5213.102051
	Iteration 7Q: 3 clusters Score -5488203 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5488916.500000 Penalty: 5213.102051
	Iteration 8Q: 3 clusters Score -5488916 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -5489727.000000 Penalty: 5213.102051
	Iteration 9Q: 3 clusters Score -5489727 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -5490619.500000 Penalty: 5213.102051
	Iteration 10Q: 3 clusters Score -5490620 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -5491361.000000 Penalty: 5213.102051
	Iteration 11Q: 3 clusters Score -5491361 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5491940.500000 Penalty: 5213.102051
	Iteration 12Q: 3 clusters Score -5491940 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -5492435.500000 Penalty: 5213.102051
	Iteration 13Q: 3 clusters Score -5492436 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -5492944.500000 Penalty: 5213.102051
	Iteration 14Q: 3 clusters Score -5492944 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5493492.000000 Penalty: 5213.102051
	Iteration 15Q: 3 clusters Score -5493492 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -5494077.500000 Penalty: 5213.102051
	Iteration 16Q: 3 clusters Score -5494078 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5494645.000000 Penalty: 5213.102051
	Iteration 17Q: 3 clusters Score -5494645 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -5495145.500000 Penalty: 5213.102051
	Iteration 18Q: 3 clusters Score -5495146 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5495477.500000 Penalty: 5213.102051
	Iteration 19Q: 3 clusters Score -5495478 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -5495736.000000 Penalty: 5213.102051
	Iteration 20F: 3 clusters Score -5495736 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5495944.000000 Penalty: 5213.102051
	Iteration 21Q: 3 clusters Score -5495944 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -5496209.000000 Penalty: 5213.102051
	Iteration 22Q: 3 clusters Score -5496209 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5496408.000000 Penalty: 5213.102051
	Iteration 23Q: 3 clusters Score -5496408 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -5496594.500000 Penalty: 5213.102051
	Iteration 24Q: 3 clusters Score -5496594 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -5496787.000000 Penalty: 5213.102051
	Iteration 25Q: 3 clusters Score -5496787 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5496955.500000 Penalty: 5213.102051
	Iteration 26Q: 3 clusters Score -5496956 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -5497077.000000 Penalty: 5213.102051
	Iteration 27Q: 3 clusters Score -5497077 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5497225.500000 Penalty: 5213.102051
	Iteration 28Q: 3 clusters Score -5497226 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -5497333.500000 Penalty: 5213.102051
	Iteration 29Q: 3 clusters Score -5497334 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -5497446.500000 Penalty: 5213.102051
	Iteration 30Q: 3 clusters Score -5497446 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5497595.000000 Penalty: 5213.102051
	Iteration 31Q: 3 clusters Score -5497595 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5497739.000000 Penalty: 5213.102051
	Iteration 32Q: 3 clusters Score -5497739 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -5497839.500000 Penalty: 5213.102051
	Iteration 33Q: 3 clusters Score -5497840 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -5497954.500000 Penalty: 5213.102051
	Iteration 34Q: 3 clusters Score -5497954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -5498035.000000 Penalty: 5213.102051
	Iteration 35Q: 3 clusters Score -5498035 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -5498127.000000 Penalty: 5213.102051
	Iteration 36Q: 3 clusters Score -5498127 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -5498230.500000 Penalty: 5213.102051
	Iteration 37Q: 3 clusters Score -5498230 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5498292.000000 Penalty: 5213.102051
	Iteration 38Q: 3 clusters Score -5498292 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -5498375.000000 Penalty: 5213.102051
	Iteration 39Q: 3 clusters Score -5498375 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -5498427.000000 Penalty: 5213.102051
	Iteration 40F: 3 clusters Score -5498427 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5498461.000000 Penalty: 5213.102051
	Iteration 41Q: 3 clusters Score -5498461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -5498502.500000 Penalty: 5213.102051
	Iteration 42Q: 3 clusters Score -5498502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -5498543.500000 Penalty: 5213.102051
	Iteration 43Q: 3 clusters Score -5498544 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5498602.500000 Penalty: 5213.102051
	Iteration 44Q: 3 clusters Score -5498602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -5498653.500000 Penalty: 5213.102051
	Iteration 45Q: 3 clusters Score -5498654 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -5498700.000000 Penalty: 5213.102051
	Iteration 46Q: 3 clusters Score -5498700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5498734.500000 Penalty: 5213.102051
	Iteration 47Q: 3 clusters Score -5498734 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -5498778.500000 Penalty: 5213.102051
	Iteration 48Q: 3 clusters Score -5498778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5498794.500000 Penalty: 5213.102051
	Iteration 49Q: 3 clusters Score -5498794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -5498828.000000 Penalty: 5213.102051
	Iteration 50Q: 3 clusters Score -5498828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -5498842.000000 Penalty: 5213.102051
	Iteration 51Q: 3 clusters Score -5498842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -5498850.000000 Penalty: 5213.102051
	Iteration 52Q: 3 clusters Score -5498850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5498864.500000 Penalty: 5213.102051
	Iteration 53Q: 3 clusters Score -5498864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5498852.500000 Penalty: 5213.102051
	Iteration 54Q: 3 clusters Score -5498852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -5498869.000000 Penalty: 5213.102051
	Iteration 55Q: 3 clusters Score -5498869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -5498874.500000 Penalty: 5213.102051
	Iteration 56Q: 3 clusters Score -5498874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5498887.500000 Penalty: 5213.102051
	Iteration 57Q: 3 clusters Score -5498888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -5498888.500000 Penalty: 5213.102051
	Iteration 58Q: 3 clusters Score -5498888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -5498898.000000 Penalty: 5213.102051
	Iteration 59Q: 3 clusters Score -5498898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5498902.500000 Penalty: 5213.102051
	Iteration 60F: 3 clusters Score -5498902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -5498900.500000 Penalty: 5213.102051
	Iteration 61Q: 3 clusters Score -5498900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5498908.500000 Penalty: 5213.102051
	Iteration 62Q: 3 clusters Score -5498908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -5498909.500000 Penalty: 5213.102051
	Iteration 63Q: 3 clusters Score -5498910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -5498909.500000 Penalty: 5213.102051
	Iteration 64Q: 3 clusters Score -5498910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5498904.000000 Penalty: 5213.102051
	Iteration 65Q: 3 clusters Score -5498904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -5498901.500000 Penalty: 5213.102051
	Iteration 66Q: 3 clusters Score -5498902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5498907.500000 Penalty: 5213.102051
	Iteration 67Q: 3 clusters Score -5498908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -5498909.500000 Penalty: 5213.102051
	Iteration 68Q: 3 clusters Score -5498910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -5498913.000000 Penalty: 5213.102051
	Iteration 69Q: 3 clusters Score -5498913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -5498915.500000 Penalty: 5213.102051
	Iteration 70Q: 3 clusters Score -5498916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -5498909.500000 Penalty: 5213.102051
	Iteration 71Q: 3 clusters Score -5498910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -5498909.500000 Penalty: 5213.102051
	Iteration 72Q: 3 clusters Score -5498910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5498907.500000 Penalty: 5213.102051
	Iteration 73Q: 3 clusters Score -5498908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5498912.000000 Penalty: 5213.102051
	Iteration 74Q: 3 clusters Score -5498912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -5498912.000000 Penalty: 5213.102051
	Iteration 75F: 3 clusters Score -5498912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111137.296875 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111137.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -111473.445312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111473.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111616.429688 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111616.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111676.601562 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111676.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111710.328125 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111710.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111725.171875 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111725.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -111747.921875 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111747.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -111779.945312 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -111779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111819.914062 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -111819.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111893.648438 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -111893.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111950.835938 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -111950.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111982.867188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -111982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111996.195312 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -111996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112009.750000 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112026.078125 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112026.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112036.429688 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112036.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112044.929688 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112044.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112049.492188 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112055.632812 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112061.320312 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112061.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112062.835938 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112062.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Entering Unmasked Estep 
Score: -1369363.250000 Penalty: 2264.131836
	Iteration 0F: 2 clusters Score -1369363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1362086.500000 Penalty: 4528.263672
	Iteration 0F: 3 clusters Score -1362086 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1364175.125000 Penalty: 4528.263672
	Iteration 1F: 3 clusters Score -1364175 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1364429.625000 Penalty: 4528.263672
	Iteration 2F: 3 clusters Score -1364430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1364627.875000 Penalty: 4528.263672
	Iteration 3Q: 3 clusters Score -1364628 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1364776.125000 Penalty: 4528.263672
	Iteration 4Q: 3 clusters Score -1364776 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1364912.875000 Penalty: 4528.263672
	Iteration 5Q: 3 clusters Score -1364913 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1365042.000000 Penalty: 4528.263672
	Iteration 6Q: 3 clusters Score -1365042 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1365156.625000 Penalty: 4528.263672
	Iteration 7Q: 3 clusters Score -1365157 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1365254.375000 Penalty: 4528.263672
	Iteration 8Q: 3 clusters Score -1365254 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1365351.750000 Penalty: 4528.263672
	Iteration 9Q: 3 clusters Score -1365352 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1365446.875000 Penalty: 4528.263672
	Iteration 10Q: 3 clusters Score -1365447 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1365534.125000 Penalty: 4528.263672
	Iteration 11Q: 3 clusters Score -1365534 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1365615.625000 Penalty: 4528.263672
	Iteration 12Q: 3 clusters Score -1365616 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1365685.000000 Penalty: 4528.263672
	Iteration 13Q: 3 clusters Score -1365685 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1365764.500000 Penalty: 4528.263672
	Iteration 14Q: 3 clusters Score -1365764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1365879.750000 Penalty: 4528.263672
	Iteration 15Q: 3 clusters Score -1365880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1366008.000000 Penalty: 4528.263672
	Iteration 16Q: 3 clusters Score -1366008 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1366153.250000 Penalty: 4528.263672
	Iteration 17Q: 3 clusters Score -1366153 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1366308.375000 Penalty: 4528.263672
	Iteration 18Q: 3 clusters Score -1366308 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1366441.500000 Penalty: 4528.263672
	Iteration 19Q: 3 clusters Score -1366442 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1366549.000000 Penalty: 4528.263672
	Iteration 20F: 3 clusters Score -1366549 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1366661.750000 Penalty: 4528.263672
	Iteration 21Q: 3 clusters Score -1366662 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1366760.000000 Penalty: 4528.263672
	Iteration 22Q: 3 clusters Score -1366760 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1366811.750000 Penalty: 4528.263672
	Iteration 23Q: 3 clusters Score -1366812 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1366858.750000 Penalty: 4528.263672
	Iteration 24Q: 3 clusters Score -1366859 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1366902.250000 Penalty: 4528.263672
	Iteration 25Q: 3 clusters Score -1366902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1366931.500000 Penalty: 4528.263672
	Iteration 26Q: 3 clusters Score -1366932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1366967.375000 Penalty: 4528.263672
	Iteration 27Q: 3 clusters Score -1366967 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1366989.500000 Penalty: 4528.263672
	Iteration 28Q: 3 clusters Score -1366990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1367010.000000 Penalty: 4528.263672
	Iteration 29Q: 3 clusters Score -1367010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1367018.500000 Penalty: 4528.263672
	Iteration 30Q: 3 clusters Score -1367018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1367031.375000 Penalty: 4528.263672
	Iteration 31Q: 3 clusters Score -1367031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1367046.250000 Penalty: 4528.263672
	Iteration 32Q: 3 clusters Score -1367046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1367056.250000 Penalty: 4528.263672
	Iteration 33Q: 3 clusters Score -1367056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1367064.500000 Penalty: 4528.263672
	Iteration 34Q: 3 clusters Score -1367064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1367072.625000 Penalty: 4528.263672
	Iteration 35Q: 3 clusters Score -1367073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1367081.125000 Penalty: 4528.263672
	Iteration 36Q: 3 clusters Score -1367081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1367093.875000 Penalty: 4528.263672
	Iteration 37Q: 3 clusters Score -1367094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1367100.500000 Penalty: 4528.263672
	Iteration 38Q: 3 clusters Score -1367100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1367108.250000 Penalty: 4528.263672
	Iteration 39Q: 3 clusters Score -1367108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1367119.750000 Penalty: 4528.263672
	Iteration 40F: 3 clusters Score -1367120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1367125.625000 Penalty: 4528.263672
	Iteration 41Q: 3 clusters Score -1367126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1367135.250000 Penalty: 4528.263672
	Iteration 42Q: 3 clusters Score -1367135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1367143.375000 Penalty: 4528.263672
	Iteration 43Q: 3 clusters Score -1367143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1367146.875000 Penalty: 4528.263672
	Iteration 44Q: 3 clusters Score -1367147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1367148.750000 Penalty: 4528.263672
	Iteration 45Q: 3 clusters Score -1367149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1367152.125000 Penalty: 4528.263672
	Iteration 46Q: 3 clusters Score -1367152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1367161.250000 Penalty: 4528.263672
	Iteration 47Q: 3 clusters Score -1367161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1367161.125000 Penalty: 4528.263672
	Iteration 48Q: 3 clusters Score -1367161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1367161.750000 Penalty: 4528.263672
	Iteration 49Q: 3 clusters Score -1367162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1367165.375000 Penalty: 4528.263672
	Iteration 50Q: 3 clusters Score -1367165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1367170.625000 Penalty: 4528.263672
	Iteration 51Q: 3 clusters Score -1367171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1367176.125000 Penalty: 4528.263672
	Iteration 52Q: 3 clusters Score -1367176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1367181.000000 Penalty: 4528.263672
	Iteration 53Q: 3 clusters Score -1367181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1367182.625000 Penalty: 4528.263672
	Iteration 54Q: 3 clusters Score -1367183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1367186.750000 Penalty: 4528.263672
	Iteration 55Q: 3 clusters Score -1367187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1367190.875000 Penalty: 4528.263672
	Iteration 56Q: 3 clusters Score -1367191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1367193.875000 Penalty: 4528.263672
	Iteration 57Q: 3 clusters Score -1367194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1367200.000000 Penalty: 4528.263672
	Iteration 58Q: 3 clusters Score -1367200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1367201.375000 Penalty: 4528.263672
	Iteration 59Q: 3 clusters Score -1367201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1367209.000000 Penalty: 4528.263672
	Iteration 60F: 3 clusters Score -1367209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1367214.375000 Penalty: 4528.263672
	Iteration 61Q: 3 clusters Score -1367214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1367223.375000 Penalty: 4528.263672
	Iteration 62Q: 3 clusters Score -1367223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1367226.000000 Penalty: 4528.263672
	Iteration 63Q: 3 clusters Score -1367226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1367229.375000 Penalty: 4528.263672
	Iteration 64Q: 3 clusters Score -1367229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1367236.375000 Penalty: 4528.263672
	Iteration 65Q: 3 clusters Score -1367236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1367240.500000 Penalty: 4528.263672
	Iteration 66Q: 3 clusters Score -1367240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1367247.375000 Penalty: 4528.263672
	Iteration 67Q: 3 clusters Score -1367247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1367251.000000 Penalty: 4528.263672
	Iteration 68Q: 3 clusters Score -1367251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1367252.000000 Penalty: 4528.263672
	Iteration 69Q: 3 clusters Score -1367252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1367252.500000 Penalty: 4528.263672
	Iteration 70Q: 3 clusters Score -1367252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1367252.500000 Penalty: 4528.263672
	Iteration 71F: 3 clusters Score -1367252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102163 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13520 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 96481 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18696 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30311 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7636 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061808.000000 Penalty: 158475.468750
Iteration 239Q: 48 clusters Score -1.150618e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 102161 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71896 members 
Mstep: Class 5 contains 60900 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13524 members 
Mstep: Class 10 contains 21636 members 
Mstep: Class 11 contains 4167 members 
Mstep: Class 12 contains 96478 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14351 members 
Mstep: Class 15 contains 16908 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18709 members 
Mstep: Class 22 contains 11938 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30304 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11113 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12937 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7635 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9690 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36692 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061792.000000 Penalty: 158475.468750
Iteration 240F: 48 clusters Score -1.150618e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 102155 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71894 members 
Mstep: Class 5 contains 60899 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 96477 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14352 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79624 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18717 members 
Mstep: Class 22 contains 11936 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30302 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30877 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11110 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7635 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9692 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061864.000000 Penalty: 158475.468750
Iteration 241Q: 48 clusters Score -1.150619e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 102147 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 60898 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4170 members 
Mstep: Class 12 contains 96476 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14352 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79626 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18724 members 
Mstep: Class 22 contains 11935 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30299 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11109 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7635 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9690 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061768.000000 Penalty: 158475.468750
Iteration 242Q: 48 clusters Score -1.150618e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 102146 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 60898 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 21637 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 96474 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14353 members 
Mstep: Class 15 contains 16916 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79627 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18729 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30300 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30879 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11107 members 
Mstep: Class 34 contains 18250 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9810 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7635 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9690 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061840.000000 Penalty: 158475.468750
Iteration 243Q: 48 clusters Score -1.150618e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 102147 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 60898 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11858 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13521 members 
Mstep: Class 10 contains 21639 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 96473 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 16914 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79626 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18734 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30299 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11106 members 
Mstep: Class 34 contains 18252 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7637 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9686 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061776.000000 Penalty: 158475.468750
Iteration 244Q: 48 clusters Score -1.150618e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 102145 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71889 members 
Mstep: Class 5 contains 60895 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13518 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4169 members 
Mstep: Class 12 contains 96472 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 16911 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79626 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18741 members 
Mstep: Class 22 contains 11928 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30297 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12025 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11109 members 
Mstep: Class 34 contains 18252 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7640 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9682 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061792.000000 Penalty: 158475.468750
Iteration 245Q: 48 clusters Score -1.150618e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 102137 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 71890 members 
Mstep: Class 5 contains 60895 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13515 members 
Mstep: Class 10 contains 21640 members 
Mstep: Class 11 contains 4173 members 
Mstep: Class 12 contains 96470 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16903 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79626 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18748 members 
Mstep: Class 22 contains 11931 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30297 members 
Mstep: Class 27 contains 3178 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11109 members 
Mstep: Class 34 contains 18253 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7641 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9679 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061832.000000 Penalty: 158475.468750
Iteration 246Q: 48 clusters Score -1.150618e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 102133 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71891 members 
Mstep: Class 5 contains 60898 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 4177 members 
Mstep: Class 12 contains 96468 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 16901 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 79625 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18748 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30295 members 
Mstep: Class 27 contains 3180 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11111 members 
Mstep: Class 34 contains 18255 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7641 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9675 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36690 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061776.000000 Penalty: 158475.468750
Iteration 247Q: 48 clusters Score -1.150618e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 102130 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71893 members 
Mstep: Class 5 contains 60900 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 21644 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 96466 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14360 members 
Mstep: Class 15 contains 16897 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 79623 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18754 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30292 members 
Mstep: Class 27 contains 3181 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11110 members 
Mstep: Class 34 contains 18255 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12931 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7642 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9676 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061768.000000 Penalty: 158475.468750
Iteration 248Q: 48 clusters Score -1.150618e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 102123 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71897 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13512 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 4179 members 
Mstep: Class 12 contains 96464 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 79623 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18763 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30292 members 
Mstep: Class 27 contains 3182 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11109 members 
Mstep: Class 34 contains 18255 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12931 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7641 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9676 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061744.000000 Penalty: 158475.468750
Iteration 249Q: 48 clusters Score -1.150617e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 102117 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71901 members 
Mstep: Class 5 contains 60902 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13510 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 4181 members 
Mstep: Class 12 contains 96461 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16889 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 79622 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30291 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11110 members 
Mstep: Class 34 contains 18256 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12931 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7640 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9675 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36690 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061848.000000 Penalty: 158475.468750
Iteration 250Q: 48 clusters Score -1.150618e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 102115 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71903 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13507 members 
Mstep: Class 10 contains 21649 members 
Mstep: Class 11 contains 4182 members 
Mstep: Class 12 contains 96459 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16888 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79622 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18771 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30290 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11111 members 
Mstep: Class 34 contains 18254 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12931 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7642 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9674 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061856.000000 Penalty: 158475.468750
Iteration 251Q: 48 clusters Score -1.150619e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 102115 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71908 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13505 members 
Mstep: Class 10 contains 21652 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 96457 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18773 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11112 members 
Mstep: Class 34 contains 18252 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12931 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7644 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9671 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36691 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061840.000000 Penalty: 158475.468750
Iteration 252Q: 48 clusters Score -1.150618e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 102113 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71912 members 
Mstep: Class 5 contains 60899 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13504 members 
Mstep: Class 10 contains 21651 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 96455 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16885 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18774 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2964 members 
Mstep: Class 33 contains 11113 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7644 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9674 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36693 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061920.000000 Penalty: 158475.468750
Iteration 253Q: 48 clusters Score -1.150619e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 102111 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71906 members 
Mstep: Class 5 contains 60900 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13504 members 
Mstep: Class 10 contains 21653 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96455 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16878 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18776 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 3188 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2965 members 
Mstep: Class 33 contains 11116 members 
Mstep: Class 34 contains 18243 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7645 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9676 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36696 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061864.000000 Penalty: 158475.468750
Iteration 254Q: 48 clusters Score -1.150619e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 102108 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71907 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21655 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 96453 members 
Mstep: Class 13 contains 5775 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18777 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 3191 members 
Mstep: Class 28 contains 30880 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11116 members 
Mstep: Class 34 contains 18242 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7647 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9674 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36697 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061840.000000 Penalty: 158475.468750
Iteration 255Q: 48 clusters Score -1.150618e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 102109 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71904 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 96450 members 
Mstep: Class 13 contains 5773 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16874 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18783 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30289 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 30879 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11114 members 
Mstep: Class 34 contains 18238 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7647 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9676 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36699 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061864.000000 Penalty: 158475.468750
Iteration 256Q: 48 clusters Score -1.150619e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 102110 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71900 members 
Mstep: Class 5 contains 60901 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96448 members 
Mstep: Class 13 contains 5772 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 16871 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18791 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30287 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 30879 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11113 members 
Mstep: Class 34 contains 18234 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7646 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9679 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36701 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061816.000000 Penalty: 158475.468750
Iteration 257Q: 48 clusters Score -1.150618e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 102107 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71887 members 
Mstep: Class 5 contains 60900 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11855 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96444 members 
Mstep: Class 13 contains 5770 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 16869 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30287 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 30879 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11115 members 
Mstep: Class 34 contains 18234 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7648 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9687 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36701 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061896.000000 Penalty: 158475.468750
Iteration 258Q: 48 clusters Score -1.150619e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 102110 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71882 members 
Mstep: Class 5 contains 60900 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13502 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96442 members 
Mstep: Class 13 contains 5768 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 16868 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79620 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18804 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30287 members 
Mstep: Class 27 contains 3200 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12023 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11114 members 
Mstep: Class 34 contains 18234 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7650 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9693 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36701 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061824.000000 Penalty: 158475.468750
Iteration 259Q: 48 clusters Score -1.150618e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 102112 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71867 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13502 members 
Mstep: Class 10 contains 21658 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96441 members 
Mstep: Class 13 contains 5765 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 16859 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18817 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30286 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11113 members 
Mstep: Class 34 contains 18238 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7652 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9698 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36701 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061784.000000 Penalty: 158475.468750
Iteration 260F: 48 clusters Score -1.150618e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 102103 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71860 members 
Mstep: Class 5 contains 60906 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4185 members 
Mstep: Class 12 contains 96441 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 16853 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79620 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18837 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1728 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30283 members 
Mstep: Class 27 contains 3202 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11113 members 
Mstep: Class 34 contains 18241 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12929 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7652 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9702 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36700 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061752.000000 Penalty: 158475.468750
Iteration 261Q: 48 clusters Score -1.150618e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 102099 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71851 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13505 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 96441 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14356 members 
Mstep: Class 15 contains 16844 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79621 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18859 members 
Mstep: Class 22 contains 11928 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30280 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11116 members 
Mstep: Class 34 contains 18242 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12929 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7648 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9702 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36700 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061680.000000 Penalty: 158475.468750
Iteration 262Q: 48 clusters Score -1.150617e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 102093 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71849 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13506 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 4186 members 
Mstep: Class 12 contains 96440 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 16838 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79620 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18879 members 
Mstep: Class 22 contains 11928 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30278 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11117 members 
Mstep: Class 34 contains 18241 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7647 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9704 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36700 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061696.000000 Penalty: 158475.468750
Iteration 263Q: 48 clusters Score -1.150617e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 102087 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71842 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13505 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 4188 members 
Mstep: Class 12 contains 96437 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 16827 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18897 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30277 members 
Mstep: Class 27 contains 3201 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2966 members 
Mstep: Class 33 contains 11122 members 
Mstep: Class 34 contains 18240 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7649 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9706 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36702 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061664.000000 Penalty: 158475.468750
Iteration 264Q: 48 clusters Score -1.150617e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 102076 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71838 members 
Mstep: Class 5 contains 60907 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13504 members 
Mstep: Class 10 contains 21657 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 96433 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14357 members 
Mstep: Class 15 contains 16815 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18923 members 
Mstep: Class 22 contains 11928 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30275 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30873 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11124 members 
Mstep: Class 34 contains 18241 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12927 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7649 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9707 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36702 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061688.000000 Penalty: 158475.468750
Iteration 265Q: 48 clusters Score -1.150617e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 102071 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71825 members 
Mstep: Class 5 contains 60912 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13505 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4190 members 
Mstep: Class 12 contains 96429 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14358 members 
Mstep: Class 15 contains 16804 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9020 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18940 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30273 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11126 members 
Mstep: Class 34 contains 18244 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12927 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7651 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9705 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36704 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061640.000000 Penalty: 158475.468750
Iteration 266Q: 48 clusters Score -1.150616e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 102067 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71824 members 
Mstep: Class 5 contains 60911 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11851 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21658 members 
Mstep: Class 11 contains 4191 members 
Mstep: Class 12 contains 96424 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14361 members 
Mstep: Class 15 contains 16799 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79618 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18959 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30271 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30871 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11130 members 
Mstep: Class 34 contains 18243 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12927 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7653 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36705 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061552.000000 Penalty: 158475.468750
Iteration 267Q: 48 clusters Score -1.150616e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 102065 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71816 members 
Mstep: Class 5 contains 60913 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11851 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13503 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 96423 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14361 members 
Mstep: Class 15 contains 16792 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9021 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79618 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18970 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30270 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11132 members 
Mstep: Class 34 contains 18244 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12924 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7655 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9702 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36706 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061584.000000 Penalty: 158475.468750
Iteration 268Q: 48 clusters Score -1.150616e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 102062 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71810 members 
Mstep: Class 5 contains 60913 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13498 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4192 members 
Mstep: Class 12 contains 96422 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14361 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79618 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18979 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30269 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12022 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11133 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12924 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7656 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36708 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061560.000000 Penalty: 158475.468750
Iteration 269Q: 48 clusters Score -1.150616e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 102060 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71802 members 
Mstep: Class 5 contains 60915 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13494 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 96421 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14363 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9028 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18977 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30267 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12021 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2967 members 
Mstep: Class 33 contains 11136 members 
Mstep: Class 34 contains 18246 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12925 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7659 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9698 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36713 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061536.000000 Penalty: 158475.468750
Iteration 270Q: 48 clusters Score -1.150615e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 102059 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71800 members 
Mstep: Class 5 contains 60919 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13494 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4193 members 
Mstep: Class 12 contains 96419 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14367 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9031 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 79616 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18982 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30266 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12020 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11137 members 
Mstep: Class 34 contains 18245 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12926 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9813 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7661 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9694 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36712 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061456.000000 Penalty: 158475.468750
Iteration 271Q: 48 clusters Score -1.150615e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 102055 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71798 members 
Mstep: Class 5 contains 60920 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13488 members 
Mstep: Class 10 contains 21659 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 96415 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14371 members 
Mstep: Class 15 contains 16783 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9033 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79616 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 18994 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30266 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12015 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11138 members 
Mstep: Class 34 contains 18251 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12926 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7659 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9697 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36715 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061528.000000 Penalty: 158475.468750
Iteration 272Q: 48 clusters Score -1.150615e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 102045 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71794 members 
Mstep: Class 5 contains 60926 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13485 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 4196 members 
Mstep: Class 12 contains 96414 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 15 contains 16784 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9035 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79614 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19001 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30262 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12011 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11142 members 
Mstep: Class 34 contains 18254 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12925 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9811 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7660 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36720 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061528.000000 Penalty: 158475.468750
Iteration 273Q: 48 clusters Score -1.150615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 102036 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71790 members 
Mstep: Class 5 contains 60925 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 4198 members 
Mstep: Class 12 contains 96415 members 
Mstep: Class 13 contains 5764 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9041 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19002 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30259 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 12006 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11143 members 
Mstep: Class 34 contains 18250 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12925 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9812 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7663 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9698 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36724 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061480.000000 Penalty: 158475.468750
Iteration 274Q: 48 clusters Score -1.150615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 102032 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71784 members 
Mstep: Class 5 contains 60926 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11848 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13479 members 
Mstep: Class 10 contains 21664 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96413 members 
Mstep: Class 13 contains 5762 members 
Mstep: Class 14 contains 14375 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9045 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19004 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30260 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30869 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11999 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11146 members 
Mstep: Class 34 contains 18247 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12925 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7667 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9698 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36727 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061544.000000 Penalty: 158475.468750
Iteration 275Q: 48 clusters Score -1.150615e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 102024 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71778 members 
Mstep: Class 5 contains 60929 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13476 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96413 members 
Mstep: Class 13 contains 5761 members 
Mstep: Class 14 contains 14378 members 
Mstep: Class 15 contains 16790 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19014 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30261 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30869 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11998 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11142 members 
Mstep: Class 34 contains 18248 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12926 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7667 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9694 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36732 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061560.000000 Penalty: 158475.468750
Iteration 276Q: 48 clusters Score -1.150616e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 102022 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71775 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13475 members 
Mstep: Class 10 contains 21667 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96413 members 
Mstep: Class 13 contains 5760 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9055 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 79612 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19024 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30260 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30869 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11996 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11140 members 
Mstep: Class 34 contains 18245 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12926 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7670 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9692 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061512.000000 Penalty: 158475.468750
Iteration 277Q: 48 clusters Score -1.150615e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 102020 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71756 members 
Mstep: Class 5 contains 60934 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13473 members 
Mstep: Class 10 contains 21668 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96412 members 
Mstep: Class 13 contains 5759 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16785 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79613 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19032 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30258 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30869 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11993 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11139 members 
Mstep: Class 34 contains 18250 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7672 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9696 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061512.000000 Penalty: 158475.468750
Iteration 278Q: 48 clusters Score -1.150615e+08 nChanged 81
Entering ConstructFrom: 
Score: -115061512.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Entering Unmasked Estep 
Score: -1180561.375000 Penalty: 2238.670898
	Iteration 0F: 2 clusters Score -1180561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1173984.875000 Penalty: 4477.341797
	Iteration 0F: 3 clusters Score -1173985 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1175920.125000 Penalty: 4477.341797
	Iteration 1F: 3 clusters Score -1175920 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1176398.250000 Penalty: 4477.341797
	Iteration 2F: 3 clusters Score -1176398 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1176882.750000 Penalty: 4477.341797
	Iteration 3F: 3 clusters Score -1176883 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1177413.375000 Penalty: 4477.341797
	Iteration 4F: 3 clusters Score -1177413 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1177904.875000 Penalty: 4477.341797
	Iteration 5F: 3 clusters Score -1177905 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1178280.750000 Penalty: 4477.341797
	Iteration 6F: 3 clusters Score -1178281 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1178540.750000 Penalty: 4477.341797
	Iteration 7Q: 3 clusters Score -1178541 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1178722.625000 Penalty: 4477.341797
	Iteration 8Q: 3 clusters Score -1178723 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1178856.000000 Penalty: 4477.341797
	Iteration 9Q: 3 clusters Score -1178856 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1178951.750000 Penalty: 4477.341797
	Iteration 10Q: 3 clusters Score -1178952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1179012.125000 Penalty: 4477.341797
	Iteration 11Q: 3 clusters Score -1179012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1179038.750000 Penalty: 4477.341797
	Iteration 12Q: 3 clusters Score -1179039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1179060.000000 Penalty: 4477.341797
	Iteration 13Q: 3 clusters Score -1179060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1179079.250000 Penalty: 4477.341797
	Iteration 14Q: 3 clusters Score -1179079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1179104.750000 Penalty: 4477.341797
	Iteration 15Q: 3 clusters Score -1179105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1179125.125000 Penalty: 4477.341797
	Iteration 16Q: 3 clusters Score -1179125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1179143.625000 Penalty: 4477.341797
	Iteration 17Q: 3 clusters Score -1179144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1179168.625000 Penalty: 4477.341797
	Iteration 18Q: 3 clusters Score -1179169 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1179201.750000 Penalty: 4477.341797
	Iteration 19Q: 3 clusters Score -1179202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1179247.625000 Penalty: 4477.341797
	Iteration 20F: 3 clusters Score -1179248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1179270.125000 Penalty: 4477.341797
	Iteration 21Q: 3 clusters Score -1179270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1179293.000000 Penalty: 4477.341797
	Iteration 22Q: 3 clusters Score -1179293 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1179312.625000 Penalty: 4477.341797
	Iteration 23Q: 3 clusters Score -1179313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1179327.125000 Penalty: 4477.341797
	Iteration 24Q: 3 clusters Score -1179327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1179349.750000 Penalty: 4477.341797
	Iteration 25Q: 3 clusters Score -1179350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1179363.375000 Penalty: 4477.341797
	Iteration 26Q: 3 clusters Score -1179363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1179381.000000 Penalty: 4477.341797
	Iteration 27Q: 3 clusters Score -1179381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1179409.375000 Penalty: 4477.341797
	Iteration 28Q: 3 clusters Score -1179409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1179445.875000 Penalty: 4477.341797
	Iteration 29Q: 3 clusters Score -1179446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1179490.125000 Penalty: 4477.341797
	Iteration 30Q: 3 clusters Score -1179490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1179513.875000 Penalty: 4477.341797
	Iteration 31Q: 3 clusters Score -1179514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1179543.750000 Penalty: 4477.341797
	Iteration 32Q: 3 clusters Score -1179544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1179564.750000 Penalty: 4477.341797
	Iteration 33Q: 3 clusters Score -1179565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1179584.125000 Penalty: 4477.341797
	Iteration 34Q: 3 clusters Score -1179584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1179595.750000 Penalty: 4477.341797
	Iteration 35Q: 3 clusters Score -1179596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1179614.250000 Penalty: 4477.341797
	Iteration 36Q: 3 clusters Score -1179614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1179627.625000 Penalty: 4477.341797
	Iteration 37Q: 3 clusters Score -1179628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1179636.125000 Penalty: 4477.341797
	Iteration 38Q: 3 clusters Score -1179636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1179636.750000 Penalty: 4477.341797
	Iteration 39Q: 3 clusters Score -1179637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1179645.750000 Penalty: 4477.341797
	Iteration 40F: 3 clusters Score -1179646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1179649.875000 Penalty: 4477.341797
	Iteration 41Q: 3 clusters Score -1179650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1179649.750000 Penalty: 4477.341797
	Iteration 42Q: 3 clusters Score -1179650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1179650.250000 Penalty: 4477.341797
	Iteration 43Q: 3 clusters Score -1179650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1179652.625000 Penalty: 4477.341797
	Iteration 44Q: 3 clusters Score -1179653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1179657.375000 Penalty: 4477.341797
	Iteration 45Q: 3 clusters Score -1179657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1179658.000000 Penalty: 4477.341797
	Iteration 46Q: 3 clusters Score -1179658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1179658.125000 Penalty: 4477.341797
	Iteration 47Q: 3 clusters Score -1179658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1179659.000000 Penalty: 4477.341797
	Iteration 48Q: 3 clusters Score -1179659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1179659.000000 Penalty: 4477.341797
	Iteration 49F: 3 clusters Score -1179659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Entering Unmasked Estep 
Score: -15098181.000000 Penalty: 2860.153076
	Iteration 0F: 2 clusters Score -1.509818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -15030139.000000 Penalty: 5720.306152
	Iteration 0F: 3 clusters Score -1.503014e+07 nChanged 48309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -15057625.000000 Penalty: 5720.306152
	Iteration 1F: 3 clusters Score -1.505762e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -15058473.000000 Penalty: 5720.306152
	Iteration 2Q: 3 clusters Score -1.505847e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -15059346.000000 Penalty: 5720.306152
	Iteration 3Q: 3 clusters Score -1.505935e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -15060527.000000 Penalty: 5720.306152
	Iteration 4Q: 3 clusters Score -1.506053e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -15062251.000000 Penalty: 5720.306152
	Iteration 5Q: 3 clusters Score -1.506225e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -15064776.000000 Penalty: 5720.306152
	Iteration 6Q: 3 clusters Score -1.506478e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 63428 members 
Entering Unmasked Estep 
Score: -15068475.000000 Penalty: 5720.306152
	Iteration 7F: 3 clusters Score -1.506848e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 68184 members 
Entering Unmasked Estep 
Score: -15072792.000000 Penalty: 5720.306152
	Iteration 8F: 3 clusters Score -1.507279e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 73320 members 
Entering Unmasked Estep 
Score: -15077403.000000 Penalty: 5720.306152
	Iteration 9F: 3 clusters Score -1.50774e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 78199 members 
Entering Unmasked Estep 
Score: -15081642.000000 Penalty: 5720.306152
	Iteration 10F: 3 clusters Score -1.508164e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -15085256.000000 Penalty: 5720.306152
	Iteration 11Q: 3 clusters Score -1.508526e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -15087848.000000 Penalty: 5720.306152
	Iteration 12Q: 3 clusters Score -1.508785e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 88308 members 
Entering Unmasked Estep 
Score: -15089775.000000 Penalty: 5720.306152
	Iteration 13Q: 3 clusters Score -1.508978e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -15091281.000000 Penalty: 5720.306152
	Iteration 14Q: 3 clusters Score -1.509128e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 92280 members 
Entering Unmasked Estep 
Score: -15092443.000000 Penalty: 5720.306152
	Iteration 15Q: 3 clusters Score -1.509244e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -15093294.000000 Penalty: 5720.306152
	Iteration 16Q: 3 clusters Score -1.509329e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 94854 members 
Entering Unmasked Estep 
Score: -15093951.000000 Penalty: 5720.306152
	Iteration 17Q: 3 clusters Score -1.509395e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 95754 members 
Entering Unmasked Estep 
Score: -15094534.000000 Penalty: 5720.306152
	Iteration 18Q: 3 clusters Score -1.509453e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 96437 members 
Entering Unmasked Estep 
Score: -15095047.000000 Penalty: 5720.306152
	Iteration 19Q: 3 clusters Score -1.509505e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 96937 members 
Entering Unmasked Estep 
Score: -15095391.000000 Penalty: 5720.306152
	Iteration 20F: 3 clusters Score -1.509539e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -15095620.000000 Penalty: 5720.306152
	Iteration 21Q: 3 clusters Score -1.509562e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 97591 members 
Entering Unmasked Estep 
Score: -15095808.000000 Penalty: 5720.306152
	Iteration 22Q: 3 clusters Score -1.509581e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -15095983.000000 Penalty: 5720.306152
	Iteration 23Q: 3 clusters Score -1.509598e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 98041 members 
Entering Unmasked Estep 
Score: -15096087.000000 Penalty: 5720.306152
	Iteration 24Q: 3 clusters Score -1.509609e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -15096172.000000 Penalty: 5720.306152
	Iteration 25Q: 3 clusters Score -1.509617e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -15096227.000000 Penalty: 5720.306152
	Iteration 26Q: 3 clusters Score -1.509623e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 98364 members 
Entering Unmasked Estep 
Score: -15096301.000000 Penalty: 5720.306152
	Iteration 27Q: 3 clusters Score -1.50963e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -15096322.000000 Penalty: 5720.306152
	Iteration 28Q: 3 clusters Score -1.509632e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -15096319.000000 Penalty: 5720.306152
	Iteration 29Q: 3 clusters Score -1.509632e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -15096347.000000 Penalty: 5720.306152
	Iteration 30Q: 3 clusters Score -1.509635e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -15096367.000000 Penalty: 5720.306152
	Iteration 31Q: 3 clusters Score -1.509637e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 98704 members 
Entering Unmasked Estep 
Score: -15096353.000000 Penalty: 5720.306152
	Iteration 32Q: 3 clusters Score -1.509635e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -15096378.000000 Penalty: 5720.306152
	Iteration 33Q: 3 clusters Score -1.509638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 98789 members 
Entering Unmasked Estep 
Score: -15096384.000000 Penalty: 5720.306152
	Iteration 34Q: 3 clusters Score -1.509638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -15096384.000000 Penalty: 5720.306152
	Iteration 35Q: 3 clusters Score -1.509638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 98850 members 
Entering Unmasked Estep 
Score: -15096403.000000 Penalty: 5720.306152
	Iteration 36Q: 3 clusters Score -1.50964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 98866 members 
Entering Unmasked Estep 
Score: -15096393.000000 Penalty: 5720.306152
	Iteration 37Q: 3 clusters Score -1.509639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -15096402.000000 Penalty: 5720.306152
	Iteration 38Q: 3 clusters Score -1.50964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 98888 members 
Entering Unmasked Estep 
Score: -15096399.000000 Penalty: 5720.306152
	Iteration 39Q: 3 clusters Score -1.50964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -15096405.000000 Penalty: 5720.306152
	Iteration 40F: 3 clusters Score -1.50964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 98906 members 
Entering Unmasked Estep 
Score: -15096400.000000 Penalty: 5720.306152
	Iteration 41Q: 3 clusters Score -1.50964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -15096401.000000 Penalty: 5720.306152
	Iteration 42Q: 3 clusters Score -1.50964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 98928 members 
Entering Unmasked Estep 
Score: -15096396.000000 Penalty: 5720.306152
	Iteration 43Q: 3 clusters Score -1.50964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -15096408.000000 Penalty: 5720.306152
	Iteration 44Q: 3 clusters Score -1.509641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -15096418.000000 Penalty: 5720.306152
	Iteration 45Q: 3 clusters Score -1.509642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 98952 members 
Entering Unmasked Estep 
Score: -15096424.000000 Penalty: 5720.306152
	Iteration 46Q: 3 clusters Score -1.509642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 98956 members 
Entering Unmasked Estep 
Score: -15096420.000000 Penalty: 5720.306152
	Iteration 47Q: 3 clusters Score -1.509642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 98963 members 
Entering Unmasked Estep 
Score: -15096431.000000 Penalty: 5720.306152
	Iteration 48Q: 3 clusters Score -1.509643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 98970 members 
Entering Unmasked Estep 
Score: -15096443.000000 Penalty: 5720.306152
	Iteration 49Q: 3 clusters Score -1.509644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -15096438.000000 Penalty: 5720.306152
	Iteration 50Q: 3 clusters Score -1.509644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -15096440.000000 Penalty: 5720.306152
	Iteration 51Q: 3 clusters Score -1.509644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -15096447.000000 Penalty: 5720.306152
	Iteration 52Q: 3 clusters Score -1.509645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -15096458.000000 Penalty: 5720.306152
	Iteration 53Q: 3 clusters Score -1.509646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -15096448.000000 Penalty: 5720.306152
	Iteration 54Q: 3 clusters Score -1.509645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -15096444.000000 Penalty: 5720.306152
	Iteration 55Q: 3 clusters Score -1.509644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -15096448.000000 Penalty: 5720.306152
	Iteration 56Q: 3 clusters Score -1.509645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -15096443.000000 Penalty: 5720.306152
	Iteration 57Q: 3 clusters Score -1.509644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -15096441.000000 Penalty: 5720.306152
	Iteration 58Q: 3 clusters Score -1.509644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 99009 members 
Entering Unmasked Estep 
Score: -15096441.000000 Penalty: 5720.306152
	Iteration 59F: 3 clusters Score -1.509644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -1103615.250000 Penalty: 2218.539551
	Iteration 0F: 2 clusters Score -1103615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1097451.375000 Penalty: 4437.079102
	Iteration 0F: 3 clusters Score -1097451 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1099375.125000 Penalty: 4437.079102
	Iteration 1F: 3 clusters Score -1099375 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1099905.250000 Penalty: 4437.079102
	Iteration 2F: 3 clusters Score -1099905 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1100379.625000 Penalty: 4437.079102
	Iteration 3F: 3 clusters Score -1100380 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1100763.750000 Penalty: 4437.079102
	Iteration 4F: 3 clusters Score -1100764 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1101135.000000 Penalty: 4437.079102
	Iteration 5F: 3 clusters Score -1101135 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1101602.750000 Penalty: 4437.079102
	Iteration 6F: 3 clusters Score -1101603 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1102084.500000 Penalty: 4437.079102
	Iteration 7F: 3 clusters Score -1102084 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1102503.250000 Penalty: 4437.079102
	Iteration 8F: 3 clusters Score -1102503 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1102815.875000 Penalty: 4437.079102
	Iteration 9Q: 3 clusters Score -1102816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1103050.375000 Penalty: 4437.079102
	Iteration 10Q: 3 clusters Score -1103050 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1103205.375000 Penalty: 4437.079102
	Iteration 11Q: 3 clusters Score -1103205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1103360.500000 Penalty: 4437.079102
	Iteration 12Q: 3 clusters Score -1103360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1103457.000000 Penalty: 4437.079102
	Iteration 13Q: 3 clusters Score -1103457 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1103525.000000 Penalty: 4437.079102
	Iteration 14Q: 3 clusters Score -1103525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1103578.875000 Penalty: 4437.079102
	Iteration 15Q: 3 clusters Score -1103579 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1103605.250000 Penalty: 4437.079102
	Iteration 16Q: 3 clusters Score -1103605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1103622.250000 Penalty: 4437.079102
	Iteration 17Q: 3 clusters Score -1103622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1103632.000000 Penalty: 4437.079102
	Iteration 18Q: 3 clusters Score -1103632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1103634.750000 Penalty: 4437.079102
	Iteration 19Q: 3 clusters Score -1103635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1103642.125000 Penalty: 4437.079102
	Iteration 20F: 3 clusters Score -1103642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1103648.125000 Penalty: 4437.079102
	Iteration 21Q: 3 clusters Score -1103648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1103651.875000 Penalty: 4437.079102
	Iteration 22Q: 3 clusters Score -1103652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1103655.125000 Penalty: 4437.079102
	Iteration 23Q: 3 clusters Score -1103655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1103660.750000 Penalty: 4437.079102
	Iteration 24Q: 3 clusters Score -1103661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1103662.500000 Penalty: 4437.079102
	Iteration 25Q: 3 clusters Score -1103662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1103662.000000 Penalty: 4437.079102
	Iteration 26Q: 3 clusters Score -1103662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1103661.750000 Penalty: 4437.079102
	Iteration 27Q: 3 clusters Score -1103662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1103664.250000 Penalty: 4437.079102
	Iteration 28Q: 3 clusters Score -1103664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1103667.000000 Penalty: 4437.079102
	Iteration 29Q: 3 clusters Score -1103667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1103664.000000 Penalty: 4437.079102
	Iteration 30Q: 3 clusters Score -1103664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1103664.500000 Penalty: 4437.079102
	Iteration 31Q: 3 clusters Score -1103664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1103664.125000 Penalty: 4437.079102
	Iteration 32Q: 3 clusters Score -1103664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1103665.500000 Penalty: 4437.079102
	Iteration 33Q: 3 clusters Score -1103666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1103666.125000 Penalty: 4437.079102
	Iteration 34Q: 3 clusters Score -1103666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1103668.000000 Penalty: 4437.079102
	Iteration 35Q: 3 clusters Score -1103668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1103666.375000 Penalty: 4437.079102
	Iteration 36Q: 3 clusters Score -1103666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1103670.000000 Penalty: 4437.079102
	Iteration 37Q: 3 clusters Score -1103670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1103666.250000 Penalty: 4437.079102
	Iteration 38Q: 3 clusters Score -1103666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1103667.625000 Penalty: 4437.079102
	Iteration 39Q: 3 clusters Score -1103668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1103669.500000 Penalty: 4437.079102
	Iteration 40F: 3 clusters Score -1103670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1103669.500000 Penalty: 4437.079102
	Iteration 41Q: 3 clusters Score -1103670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1103669.500000 Penalty: 4437.079102
	Iteration 42F: 3 clusters Score -1103670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102015 members 
Mstep: Class 3 contains 5268 members 
Mstep: Class 4 contains 71750 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96408 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7674 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 2407 members 
Entering Unmasked Estep 
Score: -115060016.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115061512.000000 to -115060016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (71750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Entering Unmasked Estep 
Score: -10080107.000000 Penalty: 2772.874023
	Iteration 0F: 2 clusters Score -1.008011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -10032002.000000 Penalty: 5545.748047
	Iteration 0F: 3 clusters Score -1.0032e+07 nChanged 33595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -10051237.000000 Penalty: 5545.748047
	Iteration 1F: 3 clusters Score -1.005124e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -10052526.000000 Penalty: 5545.748047
	Iteration 2Q: 3 clusters Score -1.005253e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -10053945.000000 Penalty: 5545.748047
	Iteration 3Q: 3 clusters Score -1.005394e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -10055735.000000 Penalty: 5545.748047
	Iteration 4F: 3 clusters Score -1.005574e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -10057565.000000 Penalty: 5545.748047
	Iteration 5F: 3 clusters Score -1.005756e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -10059350.000000 Penalty: 5545.748047
	Iteration 6F: 3 clusters Score -1.005935e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -10061081.000000 Penalty: 5545.748047
	Iteration 7F: 3 clusters Score -1.006108e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -10062634.000000 Penalty: 5545.748047
	Iteration 8Q: 3 clusters Score -1.006263e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -10064075.000000 Penalty: 5545.748047
	Iteration 9Q: 3 clusters Score -1.006408e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -10065536.000000 Penalty: 5545.748047
	Iteration 10Q: 3 clusters Score -1.006554e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -10066932.000000 Penalty: 5545.748047
	Iteration 11Q: 3 clusters Score -1.006693e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -10068326.000000 Penalty: 5545.748047
	Iteration 12Q: 3 clusters Score -1.006833e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -10069841.000000 Penalty: 5545.748047
	Iteration 13Q: 3 clusters Score -1.006984e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 60077 members 
Entering Unmasked Estep 
Score: -10071561.000000 Penalty: 5545.748047
	Iteration 14Q: 3 clusters Score -1.007156e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 62821 members 
Entering Unmasked Estep 
Score: -10073373.000000 Penalty: 5545.748047
	Iteration 15Q: 3 clusters Score -1.007337e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -10074984.000000 Penalty: 5545.748047
	Iteration 16Q: 3 clusters Score -1.007498e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -10076440.000000 Penalty: 5545.748047
	Iteration 17Q: 3 clusters Score -1.007644e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -10077419.000000 Penalty: 5545.748047
	Iteration 18Q: 3 clusters Score -1.007742e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 69368 members 
Entering Unmasked Estep 
Score: -10078103.000000 Penalty: 5545.748047
	Iteration 19Q: 3 clusters Score -1.00781e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 69808 members 
Entering Unmasked Estep 
Score: -10078571.000000 Penalty: 5545.748047
	Iteration 20F: 3 clusters Score -1.007857e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 70016 members 
Entering Unmasked Estep 
Score: -10078876.000000 Penalty: 5545.748047
	Iteration 21Q: 3 clusters Score -1.007888e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -10079104.000000 Penalty: 5545.748047
	Iteration 22Q: 3 clusters Score -1.00791e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -10079227.000000 Penalty: 5545.748047
	Iteration 23Q: 3 clusters Score -1.007923e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -10079306.000000 Penalty: 5545.748047
	Iteration 24Q: 3 clusters Score -1.007931e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -10079345.000000 Penalty: 5545.748047
	Iteration 25Q: 3 clusters Score -1.007934e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -10079355.000000 Penalty: 5545.748047
	Iteration 26Q: 3 clusters Score -1.007936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -10079363.000000 Penalty: 5545.748047
	Iteration 27Q: 3 clusters Score -1.007936e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -10079383.000000 Penalty: 5545.748047
	Iteration 28Q: 3 clusters Score -1.007938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -10079391.000000 Penalty: 5545.748047
	Iteration 29Q: 3 clusters Score -1.007939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -10079389.000000 Penalty: 5545.748047
	Iteration 30Q: 3 clusters Score -1.007939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -10079403.000000 Penalty: 5545.748047
	Iteration 31Q: 3 clusters Score -1.00794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -10079404.000000 Penalty: 5545.748047
	Iteration 32Q: 3 clusters Score -1.00794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -10079402.000000 Penalty: 5545.748047
	Iteration 33Q: 3 clusters Score -1.00794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 70234 members 
Entering Unmasked Estep 
Score: -10079401.000000 Penalty: 5545.748047
	Iteration 34Q: 3 clusters Score -1.00794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -10079404.000000 Penalty: 5545.748047
	Iteration 35Q: 3 clusters Score -1.00794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -10079403.000000 Penalty: 5545.748047
	Iteration 36Q: 3 clusters Score -1.00794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -10079403.000000 Penalty: 5545.748047
	Iteration 37F: 3 clusters Score -1.00794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Entering Unmasked Estep 
Score: -9142820.000000 Penalty: 2732.343506
	Iteration 0F: 2 clusters Score -9142820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -9101969.000000 Penalty: 5464.687012
	Iteration 0F: 3 clusters Score -9101969 nChanged 28315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -9117725.000000 Penalty: 5464.687012
	Iteration 1F: 3 clusters Score -9117725 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -9118424.000000 Penalty: 5464.687012
	Iteration 2Q: 3 clusters Score -9118424 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -9119148.000000 Penalty: 5464.687012
	Iteration 3Q: 3 clusters Score -9119148 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -9120143.000000 Penalty: 5464.687012
	Iteration 4Q: 3 clusters Score -9120143 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -9121491.000000 Penalty: 5464.687012
	Iteration 5Q: 3 clusters Score -9121491 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9123303.000000 Penalty: 5464.687012
	Iteration 6F: 3 clusters Score -9123303 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9125608.000000 Penalty: 5464.687012
	Iteration 7F: 3 clusters Score -9125608 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -9128162.000000 Penalty: 5464.687012
	Iteration 8F: 3 clusters Score -9128162 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -9130689.000000 Penalty: 5464.687012
	Iteration 9F: 3 clusters Score -9130689 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -9132975.000000 Penalty: 5464.687012
	Iteration 10F: 3 clusters Score -9132975 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -9134736.000000 Penalty: 5464.687012
	Iteration 11Q: 3 clusters Score -9134736 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -9135866.000000 Penalty: 5464.687012
	Iteration 12Q: 3 clusters Score -9135866 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -9136547.000000 Penalty: 5464.687012
	Iteration 13Q: 3 clusters Score -9136547 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -9137098.000000 Penalty: 5464.687012
	Iteration 14Q: 3 clusters Score -9137098 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -9137500.000000 Penalty: 5464.687012
	Iteration 15Q: 3 clusters Score -9137500 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -9137846.000000 Penalty: 5464.687012
	Iteration 16Q: 3 clusters Score -9137846 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -9138070.000000 Penalty: 5464.687012
	Iteration 17Q: 3 clusters Score -9138070 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -9138328.000000 Penalty: 5464.687012
	Iteration 18Q: 3 clusters Score -9138328 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -9138509.000000 Penalty: 5464.687012
	Iteration 19Q: 3 clusters Score -9138509 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -9138765.000000 Penalty: 5464.687012
	Iteration 20F: 3 clusters Score -9138765 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -9139007.000000 Penalty: 5464.687012
	Iteration 21Q: 3 clusters Score -9139007 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -9139237.000000 Penalty: 5464.687012
	Iteration 22Q: 3 clusters Score -9139237 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -9139472.000000 Penalty: 5464.687012
	Iteration 23Q: 3 clusters Score -9139472 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -9139737.000000 Penalty: 5464.687012
	Iteration 24Q: 3 clusters Score -9139737 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9140022.000000 Penalty: 5464.687012
	Iteration 25Q: 3 clusters Score -9140022 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -9140313.000000 Penalty: 5464.687012
	Iteration 26Q: 3 clusters Score -9140313 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -9140509.000000 Penalty: 5464.687012
	Iteration 27Q: 3 clusters Score -9140509 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -9140704.000000 Penalty: 5464.687012
	Iteration 28Q: 3 clusters Score -9140704 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -9140880.000000 Penalty: 5464.687012
	Iteration 29Q: 3 clusters Score -9140880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -9140982.000000 Penalty: 5464.687012
	Iteration 30Q: 3 clusters Score -9140982 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57240 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -9141045.000000 Penalty: 5464.687012
	Iteration 31Q: 3 clusters Score -9141045 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9141118.000000 Penalty: 5464.687012
	Iteration 32Q: 3 clusters Score -9141118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -9141188.000000 Penalty: 5464.687012
	Iteration 33Q: 3 clusters Score -9141188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9141228.000000 Penalty: 5464.687012
	Iteration 34Q: 3 clusters Score -9141228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -9141231.000000 Penalty: 5464.687012
	Iteration 35Q: 3 clusters Score -9141231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9141243.000000 Penalty: 5464.687012
	Iteration 36Q: 3 clusters Score -9141243 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9141272.000000 Penalty: 5464.687012
	Iteration 37Q: 3 clusters Score -9141272 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9141286.000000 Penalty: 5464.687012
	Iteration 38Q: 3 clusters Score -9141286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9141299.000000 Penalty: 5464.687012
	Iteration 39Q: 3 clusters Score -9141299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9141303.000000 Penalty: 5464.687012
	Iteration 40F: 3 clusters Score -9141303 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -9141302.000000 Penalty: 5464.687012
	Iteration 41Q: 3 clusters Score -9141302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9141313.000000 Penalty: 5464.687012
	Iteration 42Q: 3 clusters Score -9141313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9141319.000000 Penalty: 5464.687012
	Iteration 43Q: 3 clusters Score -9141319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9141312.000000 Penalty: 5464.687012
	Iteration 44Q: 3 clusters Score -9141312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9141314.000000 Penalty: 5464.687012
	Iteration 45Q: 3 clusters Score -9141314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9141316.000000 Penalty: 5464.687012
	Iteration 46Q: 3 clusters Score -9141316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9141313.000000 Penalty: 5464.687012
	Iteration 47Q: 3 clusters Score -9141313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9141330.000000 Penalty: 5464.687012
	Iteration 48Q: 3 clusters Score -9141330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9141340.000000 Penalty: 5464.687012
	Iteration 49Q: 3 clusters Score -9141340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9141331.000000 Penalty: 5464.687012
	Iteration 50Q: 3 clusters Score -9141331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9141333.000000 Penalty: 5464.687012
	Iteration 51Q: 3 clusters Score -9141333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9141336.000000 Penalty: 5464.687012
	Iteration 52Q: 3 clusters Score -9141336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9141334.000000 Penalty: 5464.687012
	Iteration 53Q: 3 clusters Score -9141334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9141328.000000 Penalty: 5464.687012
	Iteration 54Q: 3 clusters Score -9141328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9141323.000000 Penalty: 5464.687012
	Iteration 55Q: 3 clusters Score -9141323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9141327.000000 Penalty: 5464.687012
	Iteration 56Q: 3 clusters Score -9141327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9141326.000000 Penalty: 5464.687012
	Iteration 57Q: 3 clusters Score -9141326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9141327.000000 Penalty: 5464.687012
	Iteration 58Q: 3 clusters Score -9141327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9141332.000000 Penalty: 5464.687012
	Iteration 59Q: 3 clusters Score -9141332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9141324.000000 Penalty: 5464.687012
	Iteration 60F: 3 clusters Score -9141324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9141338.000000 Penalty: 5464.687012
	Iteration 61Q: 3 clusters Score -9141338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9141355.000000 Penalty: 5464.687012
	Iteration 62Q: 3 clusters Score -9141355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9141350.000000 Penalty: 5464.687012
	Iteration 63Q: 3 clusters Score -9141350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9141334.000000 Penalty: 5464.687012
	Iteration 64Q: 3 clusters Score -9141334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9141343.000000 Penalty: 5464.687012
	Iteration 65Q: 3 clusters Score -9141343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9141333.000000 Penalty: 5464.687012
	Iteration 66Q: 3 clusters Score -9141333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9141338.000000 Penalty: 5464.687012
	Iteration 67Q: 3 clusters Score -9141338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9141337.000000 Penalty: 5464.687012
	Iteration 68Q: 3 clusters Score -9141337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9141333.000000 Penalty: 5464.687012
	Iteration 69Q: 3 clusters Score -9141333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9141340.000000 Penalty: 5464.687012
	Iteration 70Q: 3 clusters Score -9141340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9141344.000000 Penalty: 5464.687012
	Iteration 71Q: 3 clusters Score -9141344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9141340.000000 Penalty: 5464.687012
	Iteration 72Q: 3 clusters Score -9141340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9141340.000000 Penalty: 5464.687012
	Iteration 73F: 3 clusters Score -9141340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28187.525391 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28187.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28304.201172 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28333.535156 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28333.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28335.273438 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28335.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -28338.033203 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28338.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28339.644531 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28339.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -28339.644531 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -28339.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Entering Unmasked Estep 
Score: -1757033.500000 Penalty: 2326.176758
	Iteration 0F: 2 clusters Score -1757034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1748141.750000 Penalty: 4652.353516
	Iteration 0F: 3 clusters Score -1748142 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1750919.375000 Penalty: 4652.353516
	Iteration 1F: 3 clusters Score -1750919 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1751263.625000 Penalty: 4652.353516
	Iteration 2F: 3 clusters Score -1751264 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1751600.000000 Penalty: 4652.353516
	Iteration 3F: 3 clusters Score -1751600 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1751989.500000 Penalty: 4652.353516
	Iteration 4F: 3 clusters Score -1751990 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1752562.750000 Penalty: 4652.353516
	Iteration 5F: 3 clusters Score -1752563 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1753298.750000 Penalty: 4652.353516
	Iteration 6F: 3 clusters Score -1753299 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1753958.125000 Penalty: 4652.353516
	Iteration 7F: 3 clusters Score -1753958 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1754497.625000 Penalty: 4652.353516
	Iteration 8F: 3 clusters Score -1754498 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1754828.625000 Penalty: 4652.353516
	Iteration 9Q: 3 clusters Score -1754829 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1755059.000000 Penalty: 4652.353516
	Iteration 10Q: 3 clusters Score -1755059 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1755222.625000 Penalty: 4652.353516
	Iteration 11Q: 3 clusters Score -1755223 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1755361.125000 Penalty: 4652.353516
	Iteration 12Q: 3 clusters Score -1755361 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1755484.625000 Penalty: 4652.353516
	Iteration 13Q: 3 clusters Score -1755485 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1755605.625000 Penalty: 4652.353516
	Iteration 14Q: 3 clusters Score -1755606 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1755727.625000 Penalty: 4652.353516
	Iteration 15Q: 3 clusters Score -1755728 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1755856.875000 Penalty: 4652.353516
	Iteration 16Q: 3 clusters Score -1755857 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1755964.625000 Penalty: 4652.353516
	Iteration 17Q: 3 clusters Score -1755965 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1756046.625000 Penalty: 4652.353516
	Iteration 18Q: 3 clusters Score -1756047 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1756103.375000 Penalty: 4652.353516
	Iteration 19Q: 3 clusters Score -1756103 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1756163.375000 Penalty: 4652.353516
	Iteration 20F: 3 clusters Score -1756163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1756218.375000 Penalty: 4652.353516
	Iteration 21Q: 3 clusters Score -1756218 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1756260.375000 Penalty: 4652.353516
	Iteration 22Q: 3 clusters Score -1756260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1756297.875000 Penalty: 4652.353516
	Iteration 23Q: 3 clusters Score -1756298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1756330.375000 Penalty: 4652.353516
	Iteration 24Q: 3 clusters Score -1756330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1756344.875000 Penalty: 4652.353516
	Iteration 25Q: 3 clusters Score -1756345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1756362.500000 Penalty: 4652.353516
	Iteration 26Q: 3 clusters Score -1756362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1756380.250000 Penalty: 4652.353516
	Iteration 27Q: 3 clusters Score -1756380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1756401.625000 Penalty: 4652.353516
	Iteration 28Q: 3 clusters Score -1756402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1756421.375000 Penalty: 4652.353516
	Iteration 29Q: 3 clusters Score -1756421 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1756425.875000 Penalty: 4652.353516
	Iteration 30Q: 3 clusters Score -1756426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1756436.375000 Penalty: 4652.353516
	Iteration 31Q: 3 clusters Score -1756436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1756440.875000 Penalty: 4652.353516
	Iteration 32Q: 3 clusters Score -1756441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1756447.000000 Penalty: 4652.353516
	Iteration 33Q: 3 clusters Score -1756447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1756445.500000 Penalty: 4652.353516
	Iteration 34Q: 3 clusters Score -1756446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1756443.875000 Penalty: 4652.353516
	Iteration 35Q: 3 clusters Score -1756444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1756452.375000 Penalty: 4652.353516
	Iteration 36Q: 3 clusters Score -1756452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1756456.875000 Penalty: 4652.353516
	Iteration 37Q: 3 clusters Score -1756457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1756454.625000 Penalty: 4652.353516
	Iteration 38Q: 3 clusters Score -1756455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1756458.250000 Penalty: 4652.353516
	Iteration 39Q: 3 clusters Score -1756458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1756456.875000 Penalty: 4652.353516
	Iteration 40F: 3 clusters Score -1756457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1756462.125000 Penalty: 4652.353516
	Iteration 41Q: 3 clusters Score -1756462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1756463.375000 Penalty: 4652.353516
	Iteration 42Q: 3 clusters Score -1756463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1756463.375000 Penalty: 4652.353516
	Iteration 43Q: 3 clusters Score -1756463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1756456.750000 Penalty: 4652.353516
	Iteration 44Q: 3 clusters Score -1756457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1756462.375000 Penalty: 4652.353516
	Iteration 45Q: 3 clusters Score -1756462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1756461.125000 Penalty: 4652.353516
	Iteration 46Q: 3 clusters Score -1756461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1756461.125000 Penalty: 4652.353516
	Iteration 47F: 3 clusters Score -1756461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -421280.625000 Penalty: 1990.409180
	Iteration 0F: 2 clusters Score -421280.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -417985.718750 Penalty: 3980.818359
	Iteration 0F: 3 clusters Score -417985.7 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -418759.375000 Penalty: 3980.818359
	Iteration 1F: 3 clusters Score -418759.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -419012.687500 Penalty: 3980.818359
	Iteration 2F: 3 clusters Score -419012.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -419204.875000 Penalty: 3980.818359
	Iteration 3F: 3 clusters Score -419204.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -419381.250000 Penalty: 3980.818359
	Iteration 4F: 3 clusters Score -419381.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419536.218750 Penalty: 3980.818359
	Iteration 5Q: 3 clusters Score -419536.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -419687.531250 Penalty: 3980.818359
	Iteration 6Q: 3 clusters Score -419687.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419880.875000 Penalty: 3980.818359
	Iteration 7Q: 3 clusters Score -419880.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -420062.656250 Penalty: 3980.818359
	Iteration 8Q: 3 clusters Score -420062.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -420311.000000 Penalty: 3980.818359
	Iteration 9Q: 3 clusters Score -420311 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -420568.218750 Penalty: 3980.818359
	Iteration 10Q: 3 clusters Score -420568.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -420834.843750 Penalty: 3980.818359
	Iteration 11Q: 3 clusters Score -420834.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421020.562500 Penalty: 3980.818359
	Iteration 12Q: 3 clusters Score -421020.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -421179.625000 Penalty: 3980.818359
	Iteration 13Q: 3 clusters Score -421179.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -421327.312500 Penalty: 3980.818359
	Iteration 14Q: 3 clusters Score -421327.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -421474.062500 Penalty: 3980.818359
	Iteration 15Q: 3 clusters Score -421474.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -421586.906250 Penalty: 3980.818359
	Iteration 16Q: 3 clusters Score -421586.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -421689.031250 Penalty: 3980.818359
	Iteration 17Q: 3 clusters Score -421689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -421756.968750 Penalty: 3980.818359
	Iteration 18Q: 3 clusters Score -421757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -421783.625000 Penalty: 3980.818359
	Iteration 19Q: 3 clusters Score -421783.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -421805.468750 Penalty: 3980.818359
	Iteration 20F: 3 clusters Score -421805.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -421817.812500 Penalty: 3980.818359
	Iteration 21Q: 3 clusters Score -421817.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -421822.906250 Penalty: 3980.818359
	Iteration 22Q: 3 clusters Score -421822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -421828.437500 Penalty: 3980.818359
	Iteration 23Q: 3 clusters Score -421828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -421830.281250 Penalty: 3980.818359
	Iteration 24Q: 3 clusters Score -421830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421833.156250 Penalty: 3980.818359
	Iteration 25Q: 3 clusters Score -421833.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -421839.468750 Penalty: 3980.818359
	Iteration 26Q: 3 clusters Score -421839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421844.000000 Penalty: 3980.818359
	Iteration 27Q: 3 clusters Score -421844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -421846.375000 Penalty: 3980.818359
	Iteration 28Q: 3 clusters Score -421846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421850.687500 Penalty: 3980.818359
	Iteration 29Q: 3 clusters Score -421850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -421854.781250 Penalty: 3980.818359
	Iteration 30Q: 3 clusters Score -421854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421858.406250 Penalty: 3980.818359
	Iteration 31Q: 3 clusters Score -421858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -421859.375000 Penalty: 3980.818359
	Iteration 32Q: 3 clusters Score -421859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -421860.531250 Penalty: 3980.818359
	Iteration 33Q: 3 clusters Score -421860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -421862.000000 Penalty: 3980.818359
	Iteration 34Q: 3 clusters Score -421862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -421862.593750 Penalty: 3980.818359
	Iteration 35Q: 3 clusters Score -421862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -421863.000000 Penalty: 3980.818359
	Iteration 36Q: 3 clusters Score -421863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -421863.250000 Penalty: 3980.818359
	Iteration 37Q: 3 clusters Score -421863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -421863.187500 Penalty: 3980.818359
	Iteration 38Q: 3 clusters Score -421863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -421864.031250 Penalty: 3980.818359
	Iteration 39Q: 3 clusters Score -421864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -421864.031250 Penalty: 3980.818359
	Iteration 40F: 3 clusters Score -421864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102015 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71750 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 1247 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96408 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7674 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 1812 members 
Entering Unmasked Estep 
Score: -115060904.000000 Penalty: 161847.281250
Splitting cluster 8 changes total score from -115061512.000000 to -115060904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Entering Unmasked Estep 
Score: -1961179.500000 Penalty: 2358.020264
	Iteration 0F: 2 clusters Score -1961180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1951311.875000 Penalty: 4716.040527
	Iteration 0F: 3 clusters Score -1951312 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1954449.375000 Penalty: 4716.040527
	Iteration 1F: 3 clusters Score -1954449 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1954923.375000 Penalty: 4716.040527
	Iteration 2F: 3 clusters Score -1954923 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1955460.250000 Penalty: 4716.040527
	Iteration 3F: 3 clusters Score -1955460 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1956255.625000 Penalty: 4716.040527
	Iteration 4F: 3 clusters Score -1956256 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1957268.750000 Penalty: 4716.040527
	Iteration 5F: 3 clusters Score -1957269 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1958207.750000 Penalty: 4716.040527
	Iteration 6F: 3 clusters Score -1958208 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1958873.000000 Penalty: 4716.040527
	Iteration 7F: 3 clusters Score -1958873 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1959250.875000 Penalty: 4716.040527
	Iteration 8Q: 3 clusters Score -1959251 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1959486.875000 Penalty: 4716.040527
	Iteration 9Q: 3 clusters Score -1959487 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1959668.000000 Penalty: 4716.040527
	Iteration 10Q: 3 clusters Score -1959668 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1959787.125000 Penalty: 4716.040527
	Iteration 11Q: 3 clusters Score -1959787 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1959883.250000 Penalty: 4716.040527
	Iteration 12Q: 3 clusters Score -1959883 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1959962.125000 Penalty: 4716.040527
	Iteration 13Q: 3 clusters Score -1959962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1960031.000000 Penalty: 4716.040527
	Iteration 14Q: 3 clusters Score -1960031 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1960098.375000 Penalty: 4716.040527
	Iteration 15Q: 3 clusters Score -1960098 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1960146.000000 Penalty: 4716.040527
	Iteration 16Q: 3 clusters Score -1960146 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1960191.875000 Penalty: 4716.040527
	Iteration 17Q: 3 clusters Score -1960192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1960218.375000 Penalty: 4716.040527
	Iteration 18Q: 3 clusters Score -1960218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1960238.500000 Penalty: 4716.040527
	Iteration 19Q: 3 clusters Score -1960238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1960257.125000 Penalty: 4716.040527
	Iteration 20F: 3 clusters Score -1960257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1960271.000000 Penalty: 4716.040527
	Iteration 21Q: 3 clusters Score -1960271 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1960280.250000 Penalty: 4716.040527
	Iteration 22Q: 3 clusters Score -1960280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1960289.625000 Penalty: 4716.040527
	Iteration 23Q: 3 clusters Score -1960290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1960291.250000 Penalty: 4716.040527
	Iteration 24Q: 3 clusters Score -1960291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1960298.750000 Penalty: 4716.040527
	Iteration 25Q: 3 clusters Score -1960299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1960299.250000 Penalty: 4716.040527
	Iteration 26Q: 3 clusters Score -1960299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1960303.500000 Penalty: 4716.040527
	Iteration 27Q: 3 clusters Score -1960304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1960306.375000 Penalty: 4716.040527
	Iteration 28Q: 3 clusters Score -1960306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1960305.250000 Penalty: 4716.040527
	Iteration 29Q: 3 clusters Score -1960305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1960307.625000 Penalty: 4716.040527
	Iteration 30Q: 3 clusters Score -1960308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1960308.750000 Penalty: 4716.040527
	Iteration 31Q: 3 clusters Score -1960309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1960310.875000 Penalty: 4716.040527
	Iteration 32Q: 3 clusters Score -1960311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1960313.625000 Penalty: 4716.040527
	Iteration 33Q: 3 clusters Score -1960314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1960318.500000 Penalty: 4716.040527
	Iteration 34Q: 3 clusters Score -1960318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1960318.375000 Penalty: 4716.040527
	Iteration 35Q: 3 clusters Score -1960318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1960318.875000 Penalty: 4716.040527
	Iteration 36Q: 3 clusters Score -1960319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1960316.875000 Penalty: 4716.040527
	Iteration 37Q: 3 clusters Score -1960317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1960320.500000 Penalty: 4716.040527
	Iteration 38Q: 3 clusters Score -1960320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1960322.000000 Penalty: 4716.040527
	Iteration 39Q: 3 clusters Score -1960322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1960322.000000 Penalty: 4716.040527
	Iteration 40F: 3 clusters Score -1960322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Entering Unmasked Estep 
Score: -3194392.000000 Penalty: 2475.896484
	Iteration 0F: 2 clusters Score -3194392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -3179340.000000 Penalty: 4951.792969
	Iteration 0F: 3 clusters Score -3179340 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3184428.500000 Penalty: 4951.792969
	Iteration 1F: 3 clusters Score -3184428 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3184898.500000 Penalty: 4951.792969
	Iteration 2F: 3 clusters Score -3184898 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3185312.000000 Penalty: 4951.792969
	Iteration 3Q: 3 clusters Score -3185312 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3185770.750000 Penalty: 4951.792969
	Iteration 4Q: 3 clusters Score -3185771 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3186322.500000 Penalty: 4951.792969
	Iteration 5F: 3 clusters Score -3186322 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3186974.500000 Penalty: 4951.792969
	Iteration 6F: 3 clusters Score -3186974 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3187637.000000 Penalty: 4951.792969
	Iteration 7F: 3 clusters Score -3187637 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3188278.250000 Penalty: 4951.792969
	Iteration 8F: 3 clusters Score -3188278 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -3188878.500000 Penalty: 4951.792969
	Iteration 9F: 3 clusters Score -3188878 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -3189399.000000 Penalty: 4951.792969
	Iteration 10Q: 3 clusters Score -3189399 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3189816.250000 Penalty: 4951.792969
	Iteration 11Q: 3 clusters Score -3189816 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3190134.000000 Penalty: 4951.792969
	Iteration 12Q: 3 clusters Score -3190134 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -3190378.750000 Penalty: 4951.792969
	Iteration 13Q: 3 clusters Score -3190379 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3190585.000000 Penalty: 4951.792969
	Iteration 14Q: 3 clusters Score -3190585 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3190719.000000 Penalty: 4951.792969
	Iteration 15Q: 3 clusters Score -3190719 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -3190864.000000 Penalty: 4951.792969
	Iteration 16Q: 3 clusters Score -3190864 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3190983.250000 Penalty: 4951.792969
	Iteration 17Q: 3 clusters Score -3190983 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3191084.000000 Penalty: 4951.792969
	Iteration 18Q: 3 clusters Score -3191084 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3191149.250000 Penalty: 4951.792969
	Iteration 19Q: 3 clusters Score -3191149 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3191238.750000 Penalty: 4951.792969
	Iteration 20F: 3 clusters Score -3191239 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -3191328.000000 Penalty: 4951.792969
	Iteration 21Q: 3 clusters Score -3191328 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3191415.500000 Penalty: 4951.792969
	Iteration 22Q: 3 clusters Score -3191416 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3191506.750000 Penalty: 4951.792969
	Iteration 23Q: 3 clusters Score -3191507 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3191601.500000 Penalty: 4951.792969
	Iteration 24Q: 3 clusters Score -3191602 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3191682.250000 Penalty: 4951.792969
	Iteration 25Q: 3 clusters Score -3191682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3191751.500000 Penalty: 4951.792969
	Iteration 26Q: 3 clusters Score -3191752 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3191824.750000 Penalty: 4951.792969
	Iteration 27Q: 3 clusters Score -3191825 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3191904.250000 Penalty: 4951.792969
	Iteration 28Q: 3 clusters Score -3191904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3191969.250000 Penalty: 4951.792969
	Iteration 29Q: 3 clusters Score -3191969 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3192028.500000 Penalty: 4951.792969
	Iteration 30Q: 3 clusters Score -3192028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3192101.750000 Penalty: 4951.792969
	Iteration 31Q: 3 clusters Score -3192102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3192142.750000 Penalty: 4951.792969
	Iteration 32Q: 3 clusters Score -3192143 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3192190.250000 Penalty: 4951.792969
	Iteration 33Q: 3 clusters Score -3192190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3192235.250000 Penalty: 4951.792969
	Iteration 34Q: 3 clusters Score -3192235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3192270.000000 Penalty: 4951.792969
	Iteration 35Q: 3 clusters Score -3192270 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3192286.500000 Penalty: 4951.792969
	Iteration 36Q: 3 clusters Score -3192286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3192314.750000 Penalty: 4951.792969
	Iteration 37Q: 3 clusters Score -3192315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3192322.000000 Penalty: 4951.792969
	Iteration 38Q: 3 clusters Score -3192322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3192347.000000 Penalty: 4951.792969
	Iteration 39Q: 3 clusters Score -3192347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3192361.000000 Penalty: 4951.792969
	Iteration 40F: 3 clusters Score -3192361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3192372.500000 Penalty: 4951.792969
	Iteration 41Q: 3 clusters Score -3192372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3192382.500000 Penalty: 4951.792969
	Iteration 42Q: 3 clusters Score -3192382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3192386.500000 Penalty: 4951.792969
	Iteration 43Q: 3 clusters Score -3192386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3192389.750000 Penalty: 4951.792969
	Iteration 44Q: 3 clusters Score -3192390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3192394.500000 Penalty: 4951.792969
	Iteration 45Q: 3 clusters Score -3192394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3192400.000000 Penalty: 4951.792969
	Iteration 46Q: 3 clusters Score -3192400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3192395.000000 Penalty: 4951.792969
	Iteration 47Q: 3 clusters Score -3192395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3192399.250000 Penalty: 4951.792969
	Iteration 48Q: 3 clusters Score -3192399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3192401.750000 Penalty: 4951.792969
	Iteration 49Q: 3 clusters Score -3192402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3192404.750000 Penalty: 4951.792969
	Iteration 50Q: 3 clusters Score -3192405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3192405.000000 Penalty: 4951.792969
	Iteration 51Q: 3 clusters Score -3192405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3192402.500000 Penalty: 4951.792969
	Iteration 52Q: 3 clusters Score -3192402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3192401.500000 Penalty: 4951.792969
	Iteration 53Q: 3 clusters Score -3192402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3192400.500000 Penalty: 4951.792969
	Iteration 54Q: 3 clusters Score -3192400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3192400.500000 Penalty: 4951.792969
	Iteration 55F: 3 clusters Score -3192400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Entering Unmasked Estep 
Score: -520712.812500 Penalty: 2069.083252
	Iteration 0F: 2 clusters Score -520712.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -516793.781250 Penalty: 4138.166504
	Iteration 0F: 3 clusters Score -516793.8 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -517978.687500 Penalty: 4138.166504
	Iteration 1F: 3 clusters Score -517978.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -518470.281250 Penalty: 4138.166504
	Iteration 2F: 3 clusters Score -518470.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -518867.781250 Penalty: 4138.166504
	Iteration 3F: 3 clusters Score -518867.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -519138.562500 Penalty: 4138.166504
	Iteration 4F: 3 clusters Score -519138.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -519307.375000 Penalty: 4138.166504
	Iteration 5Q: 3 clusters Score -519307.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -519419.687500 Penalty: 4138.166504
	Iteration 6Q: 3 clusters Score -519419.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -519489.250000 Penalty: 4138.166504
	Iteration 7Q: 3 clusters Score -519489.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -519545.406250 Penalty: 4138.166504
	Iteration 8Q: 3 clusters Score -519545.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -519593.531250 Penalty: 4138.166504
	Iteration 9Q: 3 clusters Score -519593.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -519641.718750 Penalty: 4138.166504
	Iteration 10Q: 3 clusters Score -519641.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -519671.750000 Penalty: 4138.166504
	Iteration 11Q: 3 clusters Score -519671.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -519695.750000 Penalty: 4138.166504
	Iteration 12Q: 3 clusters Score -519695.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -519722.406250 Penalty: 4138.166504
	Iteration 13Q: 3 clusters Score -519722.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -519741.937500 Penalty: 4138.166504
	Iteration 14Q: 3 clusters Score -519741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -519756.812500 Penalty: 4138.166504
	Iteration 15Q: 3 clusters Score -519756.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -519776.500000 Penalty: 4138.166504
	Iteration 16Q: 3 clusters Score -519776.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -519804.093750 Penalty: 4138.166504
	Iteration 17Q: 3 clusters Score -519804.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -519829.187500 Penalty: 4138.166504
	Iteration 18Q: 3 clusters Score -519829.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519851.093750 Penalty: 4138.166504
	Iteration 19Q: 3 clusters Score -519851.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -519873.437500 Penalty: 4138.166504
	Iteration 20F: 3 clusters Score -519873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -519891.937500 Penalty: 4138.166504
	Iteration 21Q: 3 clusters Score -519891.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -519914.656250 Penalty: 4138.166504
	Iteration 22Q: 3 clusters Score -519914.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -519942.125000 Penalty: 4138.166504
	Iteration 23Q: 3 clusters Score -519942.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -519963.656250 Penalty: 4138.166504
	Iteration 24Q: 3 clusters Score -519963.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -519983.937500 Penalty: 4138.166504
	Iteration 25Q: 3 clusters Score -519983.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -520006.312500 Penalty: 4138.166504
	Iteration 26Q: 3 clusters Score -520006.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -520039.312500 Penalty: 4138.166504
	Iteration 27Q: 3 clusters Score -520039.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -520069.312500 Penalty: 4138.166504
	Iteration 28Q: 3 clusters Score -520069.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -520108.875000 Penalty: 4138.166504
	Iteration 29Q: 3 clusters Score -520108.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -520138.593750 Penalty: 4138.166504
	Iteration 30Q: 3 clusters Score -520138.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -520154.937500 Penalty: 4138.166504
	Iteration 31Q: 3 clusters Score -520154.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -520166.343750 Penalty: 4138.166504
	Iteration 32Q: 3 clusters Score -520166.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -520172.062500 Penalty: 4138.166504
	Iteration 33Q: 3 clusters Score -520172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -520177.500000 Penalty: 4138.166504
	Iteration 34Q: 3 clusters Score -520177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -520184.125000 Penalty: 4138.166504
	Iteration 35Q: 3 clusters Score -520184.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -520192.281250 Penalty: 4138.166504
	Iteration 36Q: 3 clusters Score -520192.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -520200.906250 Penalty: 4138.166504
	Iteration 37Q: 3 clusters Score -520200.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -520210.125000 Penalty: 4138.166504
	Iteration 38Q: 3 clusters Score -520210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -520215.750000 Penalty: 4138.166504
	Iteration 39Q: 3 clusters Score -520215.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -520219.437500 Penalty: 4138.166504
	Iteration 40F: 3 clusters Score -520219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -520221.312500 Penalty: 4138.166504
	Iteration 41Q: 3 clusters Score -520221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -520228.093750 Penalty: 4138.166504
	Iteration 42Q: 3 clusters Score -520228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -520232.375000 Penalty: 4138.166504
	Iteration 43Q: 3 clusters Score -520232.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -520235.843750 Penalty: 4138.166504
	Iteration 44Q: 3 clusters Score -520235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -520237.468750 Penalty: 4138.166504
	Iteration 45Q: 3 clusters Score -520237.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -520239.343750 Penalty: 4138.166504
	Iteration 46Q: 3 clusters Score -520239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -520240.687500 Penalty: 4138.166504
	Iteration 47Q: 3 clusters Score -520240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -520243.656250 Penalty: 4138.166504
	Iteration 48Q: 3 clusters Score -520243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -520245.000000 Penalty: 4138.166504
	Iteration 49Q: 3 clusters Score -520245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -520245.687500 Penalty: 4138.166504
	Iteration 50Q: 3 clusters Score -520245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -520247.093750 Penalty: 4138.166504
	Iteration 51Q: 3 clusters Score -520247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -520247.187500 Penalty: 4138.166504
	Iteration 52Q: 3 clusters Score -520247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -520248.218750 Penalty: 4138.166504
	Iteration 53Q: 3 clusters Score -520248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -520248.062500 Penalty: 4138.166504
	Iteration 54Q: 3 clusters Score -520248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -520249.281250 Penalty: 4138.166504
	Iteration 55Q: 3 clusters Score -520249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -520248.937500 Penalty: 4138.166504
	Iteration 56Q: 3 clusters Score -520248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -520248.937500 Penalty: 4138.166504
	Iteration 57F: 3 clusters Score -520248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Entering Unmasked Estep 
Score: -14490819.000000 Penalty: 2846.133301
	Iteration 0F: 2 clusters Score -1.449082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -14426427.000000 Penalty: 5692.266602
	Iteration 0F: 3 clusters Score -1.442643e+07 nChanged 45690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -14452338.000000 Penalty: 5692.266602
	Iteration 1F: 3 clusters Score -1.445234e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -14453013.000000 Penalty: 5692.266602
	Iteration 2Q: 3 clusters Score -1.445301e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -14453891.000000 Penalty: 5692.266602
	Iteration 3Q: 3 clusters Score -1.445389e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -14455136.000000 Penalty: 5692.266602
	Iteration 4Q: 3 clusters Score -1.445514e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -14457255.000000 Penalty: 5692.266602
	Iteration 5Q: 3 clusters Score -1.445726e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -14460912.000000 Penalty: 5692.266602
	Iteration 6F: 3 clusters Score -1.446091e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -14466682.000000 Penalty: 5692.266602
	Iteration 7F: 3 clusters Score -1.446668e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -14474210.000000 Penalty: 5692.266602
	Iteration 8F: 3 clusters Score -1.447421e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -14481187.000000 Penalty: 5692.266602
	Iteration 9F: 3 clusters Score -1.448119e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 93678 members 
Entering Unmasked Estep 
Score: -14485583.000000 Penalty: 5692.266602
	Iteration 10Q: 3 clusters Score -1.448558e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -14487349.000000 Penalty: 5692.266602
	Iteration 11Q: 3 clusters Score -1.448735e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -14487960.000000 Penalty: 5692.266602
	Iteration 12Q: 3 clusters Score -1.448796e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -14488138.000000 Penalty: 5692.266602
	Iteration 13Q: 3 clusters Score -1.448814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -14488217.000000 Penalty: 5692.266602
	Iteration 14Q: 3 clusters Score -1.448822e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -14488270.000000 Penalty: 5692.266602
	Iteration 15Q: 3 clusters Score -1.448827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14488296.000000 Penalty: 5692.266602
	Iteration 16Q: 3 clusters Score -1.44883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14488303.000000 Penalty: 5692.266602
	Iteration 17Q: 3 clusters Score -1.44883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14488320.000000 Penalty: 5692.266602
	Iteration 18Q: 3 clusters Score -1.448832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -14488333.000000 Penalty: 5692.266602
	Iteration 19Q: 3 clusters Score -1.448833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -14488332.000000 Penalty: 5692.266602
	Iteration 20F: 3 clusters Score -1.448833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -14488339.000000 Penalty: 5692.266602
	Iteration 21Q: 3 clusters Score -1.448834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -14488345.000000 Penalty: 5692.266602
	Iteration 22Q: 3 clusters Score -1.448834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -14488345.000000 Penalty: 5692.266602
	Iteration 23F: 3 clusters Score -1.448834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -830182.375000 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -830182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -825170.125000 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -825170.1 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -826445.937500 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -826445.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -826751.000000 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -826751 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -827020.625000 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -827020.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -827225.812500 Penalty: 4294.539062
	Iteration 4Q: 3 clusters Score -827225.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -827368.875000 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -827368.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -827483.187500 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -827483.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -827586.062500 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -827586.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -827680.687500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -827680.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -827755.687500 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -827755.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -827826.625000 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -827826.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -827887.625000 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -827887.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -827942.250000 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -827942.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -827994.437500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -827994.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -828028.000000 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -828028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -828052.812500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -828052.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -828078.437500 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -828078.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -828105.937500 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -828105.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -828138.937500 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -828138.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -828168.937500 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -828168.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -828194.625000 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -828194.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -828217.375000 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -828217.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -828240.625000 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -828240.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -828262.562500 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -828262.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -828297.500000 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -828297.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -828326.875000 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -828326.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -828346.125000 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -828346.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -828363.250000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -828363.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -828377.500000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -828377.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -828391.000000 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -828391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -828400.875000 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -828400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -828407.500000 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -828407.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -828411.000000 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -828411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -828416.937500 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -828416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -828419.750000 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -828419.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -828420.500000 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -828420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -828421.000000 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -828421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -828420.562500 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -828420.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -828421.750000 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -828421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -828422.125000 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -828422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -828422.125000 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -828422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Entering Unmasked Estep 
Score: -2126443.000000 Penalty: 2374.320068
	Iteration 0F: 2 clusters Score -2126443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2115960.250000 Penalty: 4748.640137
	Iteration 0F: 3 clusters Score -2115960 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2119498.000000 Penalty: 4748.640137
	Iteration 1F: 3 clusters Score -2119498 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2120008.750000 Penalty: 4748.640137
	Iteration 2F: 3 clusters Score -2120009 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2120451.000000 Penalty: 4748.640137
	Iteration 3F: 3 clusters Score -2120451 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2120880.750000 Penalty: 4748.640137
	Iteration 4F: 3 clusters Score -2120881 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2121322.000000 Penalty: 4748.640137
	Iteration 5Q: 3 clusters Score -2121322 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2121806.500000 Penalty: 4748.640137
	Iteration 6Q: 3 clusters Score -2121806 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2122220.750000 Penalty: 4748.640137
	Iteration 7Q: 3 clusters Score -2122221 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2122603.250000 Penalty: 4748.640137
	Iteration 8Q: 3 clusters Score -2122603 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2122949.500000 Penalty: 4748.640137
	Iteration 9Q: 3 clusters Score -2122950 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -2123231.250000 Penalty: 4748.640137
	Iteration 10Q: 3 clusters Score -2123231 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2123473.500000 Penalty: 4748.640137
	Iteration 11Q: 3 clusters Score -2123474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2123661.500000 Penalty: 4748.640137
	Iteration 12Q: 3 clusters Score -2123662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2123816.000000 Penalty: 4748.640137
	Iteration 13Q: 3 clusters Score -2123816 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2123948.250000 Penalty: 4748.640137
	Iteration 14Q: 3 clusters Score -2123948 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2124063.500000 Penalty: 4748.640137
	Iteration 15Q: 3 clusters Score -2124064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2124163.250000 Penalty: 4748.640137
	Iteration 16Q: 3 clusters Score -2124163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2124250.500000 Penalty: 4748.640137
	Iteration 17Q: 3 clusters Score -2124250 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2124312.000000 Penalty: 4748.640137
	Iteration 18Q: 3 clusters Score -2124312 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2124377.250000 Penalty: 4748.640137
	Iteration 19Q: 3 clusters Score -2124377 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2124429.500000 Penalty: 4748.640137
	Iteration 20F: 3 clusters Score -2124430 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2124483.250000 Penalty: 4748.640137
	Iteration 21Q: 3 clusters Score -2124483 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2124538.250000 Penalty: 4748.640137
	Iteration 22Q: 3 clusters Score -2124538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2124592.500000 Penalty: 4748.640137
	Iteration 23Q: 3 clusters Score -2124592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2124637.250000 Penalty: 4748.640137
	Iteration 24Q: 3 clusters Score -2124637 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2124683.000000 Penalty: 4748.640137
	Iteration 25Q: 3 clusters Score -2124683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2124738.750000 Penalty: 4748.640137
	Iteration 26Q: 3 clusters Score -2124739 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2124789.500000 Penalty: 4748.640137
	Iteration 27Q: 3 clusters Score -2124790 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2124838.750000 Penalty: 4748.640137
	Iteration 28Q: 3 clusters Score -2124839 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2124869.750000 Penalty: 4748.640137
	Iteration 29Q: 3 clusters Score -2124870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2124889.750000 Penalty: 4748.640137
	Iteration 30Q: 3 clusters Score -2124890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2124913.500000 Penalty: 4748.640137
	Iteration 31Q: 3 clusters Score -2124914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2124927.250000 Penalty: 4748.640137
	Iteration 32Q: 3 clusters Score -2124927 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2124936.500000 Penalty: 4748.640137
	Iteration 33Q: 3 clusters Score -2124936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2124950.500000 Penalty: 4748.640137
	Iteration 34Q: 3 clusters Score -2124950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -2124953.000000 Penalty: 4748.640137
	Iteration 35Q: 3 clusters Score -2124953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2124956.500000 Penalty: 4748.640137
	Iteration 36Q: 3 clusters Score -2124956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2124958.750000 Penalty: 4748.640137
	Iteration 37Q: 3 clusters Score -2124959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2124964.250000 Penalty: 4748.640137
	Iteration 38Q: 3 clusters Score -2124964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2124965.500000 Penalty: 4748.640137
	Iteration 39Q: 3 clusters Score -2124966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -2124970.500000 Penalty: 4748.640137
	Iteration 40F: 3 clusters Score -2124970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2124976.000000 Penalty: 4748.640137
	Iteration 41Q: 3 clusters Score -2124976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -2124975.250000 Penalty: 4748.640137
	Iteration 42Q: 3 clusters Score -2124975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2124981.500000 Penalty: 4748.640137
	Iteration 43Q: 3 clusters Score -2124982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -2124982.750000 Penalty: 4748.640137
	Iteration 44Q: 3 clusters Score -2124983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2124986.750000 Penalty: 4748.640137
	Iteration 45Q: 3 clusters Score -2124987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2124994.500000 Penalty: 4748.640137
	Iteration 46Q: 3 clusters Score -2124994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2124996.750000 Penalty: 4748.640137
	Iteration 47Q: 3 clusters Score -2124997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2124996.750000 Penalty: 4748.640137
	Iteration 48Q: 3 clusters Score -2124997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2124992.750000 Penalty: 4748.640137
	Iteration 49Q: 3 clusters Score -2124993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2124992.000000 Penalty: 4748.640137
	Iteration 50Q: 3 clusters Score -2124992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2124992.250000 Penalty: 4748.640137
	Iteration 51Q: 3 clusters Score -2124992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2124993.500000 Penalty: 4748.640137
	Iteration 52Q: 3 clusters Score -2124994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2124993.250000 Penalty: 4748.640137
	Iteration 53Q: 3 clusters Score -2124993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2124994.500000 Penalty: 4748.640137
	Iteration 54Q: 3 clusters Score -2124994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2124994.500000 Penalty: 4748.640137
	Iteration 55F: 3 clusters Score -2124994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Entering Unmasked Estep 
Score: -2309642.250000 Penalty: 2412.662842
	Iteration 0F: 2 clusters Score -2309642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2297648.750000 Penalty: 4825.325684
	Iteration 0F: 3 clusters Score -2297649 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2301886.500000 Penalty: 4825.325684
	Iteration 1F: 3 clusters Score -2301886 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2302675.000000 Penalty: 4825.325684
	Iteration 2F: 3 clusters Score -2302675 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2303349.250000 Penalty: 4825.325684
	Iteration 3F: 3 clusters Score -2303349 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2303889.500000 Penalty: 4825.325684
	Iteration 4F: 3 clusters Score -2303890 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2304372.500000 Penalty: 4825.325684
	Iteration 5F: 3 clusters Score -2304372 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2304830.250000 Penalty: 4825.325684
	Iteration 6Q: 3 clusters Score -2304830 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2305230.500000 Penalty: 4825.325684
	Iteration 7Q: 3 clusters Score -2305230 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2305591.000000 Penalty: 4825.325684
	Iteration 8Q: 3 clusters Score -2305591 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2305878.500000 Penalty: 4825.325684
	Iteration 9Q: 3 clusters Score -2305878 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2306202.500000 Penalty: 4825.325684
	Iteration 10Q: 3 clusters Score -2306202 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2306497.750000 Penalty: 4825.325684
	Iteration 11Q: 3 clusters Score -2306498 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2306779.750000 Penalty: 4825.325684
	Iteration 12Q: 3 clusters Score -2306780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2307002.500000 Penalty: 4825.325684
	Iteration 13Q: 3 clusters Score -2307002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2307180.000000 Penalty: 4825.325684
	Iteration 14Q: 3 clusters Score -2307180 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2307317.750000 Penalty: 4825.325684
	Iteration 15Q: 3 clusters Score -2307318 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2307476.000000 Penalty: 4825.325684
	Iteration 16Q: 3 clusters Score -2307476 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2307605.000000 Penalty: 4825.325684
	Iteration 17Q: 3 clusters Score -2307605 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2307702.500000 Penalty: 4825.325684
	Iteration 18Q: 3 clusters Score -2307702 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2307786.500000 Penalty: 4825.325684
	Iteration 19Q: 3 clusters Score -2307786 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2307896.000000 Penalty: 4825.325684
	Iteration 20F: 3 clusters Score -2307896 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2307972.500000 Penalty: 4825.325684
	Iteration 21Q: 3 clusters Score -2307972 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2308058.500000 Penalty: 4825.325684
	Iteration 22Q: 3 clusters Score -2308058 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2308138.500000 Penalty: 4825.325684
	Iteration 23Q: 3 clusters Score -2308138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2308217.500000 Penalty: 4825.325684
	Iteration 24Q: 3 clusters Score -2308218 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2308296.500000 Penalty: 4825.325684
	Iteration 25Q: 3 clusters Score -2308296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2308391.750000 Penalty: 4825.325684
	Iteration 26Q: 3 clusters Score -2308392 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2308436.750000 Penalty: 4825.325684
	Iteration 27Q: 3 clusters Score -2308437 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2308465.500000 Penalty: 4825.325684
	Iteration 28Q: 3 clusters Score -2308466 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2308496.250000 Penalty: 4825.325684
	Iteration 29Q: 3 clusters Score -2308496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2308518.500000 Penalty: 4825.325684
	Iteration 30Q: 3 clusters Score -2308518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2308537.750000 Penalty: 4825.325684
	Iteration 31Q: 3 clusters Score -2308538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2308553.500000 Penalty: 4825.325684
	Iteration 32Q: 3 clusters Score -2308554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2308561.500000 Penalty: 4825.325684
	Iteration 33Q: 3 clusters Score -2308562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2308567.500000 Penalty: 4825.325684
	Iteration 34Q: 3 clusters Score -2308568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2308572.500000 Penalty: 4825.325684
	Iteration 35Q: 3 clusters Score -2308572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2308580.500000 Penalty: 4825.325684
	Iteration 36Q: 3 clusters Score -2308580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2308578.750000 Penalty: 4825.325684
	Iteration 37Q: 3 clusters Score -2308579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2308583.500000 Penalty: 4825.325684
	Iteration 38Q: 3 clusters Score -2308584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2308580.000000 Penalty: 4825.325684
	Iteration 39Q: 3 clusters Score -2308580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2308579.250000 Penalty: 4825.325684
	Iteration 40F: 3 clusters Score -2308579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2308583.750000 Penalty: 4825.325684
	Iteration 41Q: 3 clusters Score -2308584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2308587.250000 Penalty: 4825.325684
	Iteration 42Q: 3 clusters Score -2308587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2308585.500000 Penalty: 4825.325684
	Iteration 43Q: 3 clusters Score -2308586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2308590.500000 Penalty: 4825.325684
	Iteration 44Q: 3 clusters Score -2308590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2308588.500000 Penalty: 4825.325684
	Iteration 45Q: 3 clusters Score -2308588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2308592.500000 Penalty: 4825.325684
	Iteration 46Q: 3 clusters Score -2308592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2308596.250000 Penalty: 4825.325684
	Iteration 47Q: 3 clusters Score -2308596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2308597.500000 Penalty: 4825.325684
	Iteration 48Q: 3 clusters Score -2308598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2308604.500000 Penalty: 4825.325684
	Iteration 49Q: 3 clusters Score -2308604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2308604.500000 Penalty: 4825.325684
	Iteration 50Q: 3 clusters Score -2308604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2308607.500000 Penalty: 4825.325684
	Iteration 51Q: 3 clusters Score -2308608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2308610.000000 Penalty: 4825.325684
	Iteration 52Q: 3 clusters Score -2308610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2308608.250000 Penalty: 4825.325684
	Iteration 53Q: 3 clusters Score -2308608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2308607.750000 Penalty: 4825.325684
	Iteration 54Q: 3 clusters Score -2308608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2308607.250000 Penalty: 4825.325684
	Iteration 55Q: 3 clusters Score -2308607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2308606.250000 Penalty: 4825.325684
	Iteration 56Q: 3 clusters Score -2308606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2308606.250000 Penalty: 4825.325684
	Iteration 57F: 3 clusters Score -2308606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -131405.625000 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -131405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -129513.328125 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -129513.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129805.507812 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -129805.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -129939.179688 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -129939.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -130024.703125 Penalty: 3406.515137
	Iteration 3Q: 3 clusters Score -130024.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -130081.039062 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -130081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -130146.539062 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -130146.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -130211.921875 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -130211.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -130304.781250 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -130304.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -130377.140625 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -130377.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -130460.343750 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -130460.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -130583.234375 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -130583.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -130694.820312 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -130694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -130797.984375 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -130798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130912.562500 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -130912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130968.945312 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -130968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130980.632812 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -130980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130982.093750 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -130982.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130985.015625 Penalty: 3406.515137
	Iteration 17F: 3 clusters Score -130985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -130995.164062 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -130995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -130997.062500 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -130997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -130999.039062 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -130999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131000.453125 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -131000.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131002.843750 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -131002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -131002.843750 Penalty: 3406.515137
	Iteration 23F: 3 clusters Score -131002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -1331191.250000 Penalty: 2259.764893
	Iteration 0F: 2 clusters Score -1331191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1324122.750000 Penalty: 4519.529785
	Iteration 0F: 3 clusters Score -1324123 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1326115.000000 Penalty: 4519.529785
	Iteration 1F: 3 clusters Score -1326115 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1326465.625000 Penalty: 4519.529785
	Iteration 2F: 3 clusters Score -1326466 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1326766.625000 Penalty: 4519.529785
	Iteration 3F: 3 clusters Score -1326767 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1327032.625000 Penalty: 4519.529785
	Iteration 4F: 3 clusters Score -1327033 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1327276.875000 Penalty: 4519.529785
	Iteration 5Q: 3 clusters Score -1327277 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1327532.000000 Penalty: 4519.529785
	Iteration 6Q: 3 clusters Score -1327532 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1327777.125000 Penalty: 4519.529785
	Iteration 7Q: 3 clusters Score -1327777 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1328017.625000 Penalty: 4519.529785
	Iteration 8Q: 3 clusters Score -1328018 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1328202.625000 Penalty: 4519.529785
	Iteration 9Q: 3 clusters Score -1328203 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1328338.875000 Penalty: 4519.529785
	Iteration 10Q: 3 clusters Score -1328339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1328436.250000 Penalty: 4519.529785
	Iteration 11Q: 3 clusters Score -1328436 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1328506.250000 Penalty: 4519.529785
	Iteration 12Q: 3 clusters Score -1328506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1328553.750000 Penalty: 4519.529785
	Iteration 13Q: 3 clusters Score -1328554 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1328599.625000 Penalty: 4519.529785
	Iteration 14Q: 3 clusters Score -1328600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1328641.125000 Penalty: 4519.529785
	Iteration 15Q: 3 clusters Score -1328641 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1328674.000000 Penalty: 4519.529785
	Iteration 16Q: 3 clusters Score -1328674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1328699.375000 Penalty: 4519.529785
	Iteration 17Q: 3 clusters Score -1328699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1328723.250000 Penalty: 4519.529785
	Iteration 18Q: 3 clusters Score -1328723 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1328745.875000 Penalty: 4519.529785
	Iteration 19Q: 3 clusters Score -1328746 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1328761.500000 Penalty: 4519.529785
	Iteration 20F: 3 clusters Score -1328762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1328778.000000 Penalty: 4519.529785
	Iteration 21Q: 3 clusters Score -1328778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1328794.125000 Penalty: 4519.529785
	Iteration 22Q: 3 clusters Score -1328794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1328810.250000 Penalty: 4519.529785
	Iteration 23Q: 3 clusters Score -1328810 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1328823.000000 Penalty: 4519.529785
	Iteration 24Q: 3 clusters Score -1328823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1328844.000000 Penalty: 4519.529785
	Iteration 25Q: 3 clusters Score -1328844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1328853.750000 Penalty: 4519.529785
	Iteration 26Q: 3 clusters Score -1328854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1328870.625000 Penalty: 4519.529785
	Iteration 27Q: 3 clusters Score -1328871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1328887.750000 Penalty: 4519.529785
	Iteration 28Q: 3 clusters Score -1328888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1328909.875000 Penalty: 4519.529785
	Iteration 29Q: 3 clusters Score -1328910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1328928.000000 Penalty: 4519.529785
	Iteration 30Q: 3 clusters Score -1328928 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1328948.375000 Penalty: 4519.529785
	Iteration 31Q: 3 clusters Score -1328948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1328979.500000 Penalty: 4519.529785
	Iteration 32Q: 3 clusters Score -1328980 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1329006.125000 Penalty: 4519.529785
	Iteration 33Q: 3 clusters Score -1329006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1329041.000000 Penalty: 4519.529785
	Iteration 34Q: 3 clusters Score -1329041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1329071.250000 Penalty: 4519.529785
	Iteration 35Q: 3 clusters Score -1329071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1329105.875000 Penalty: 4519.529785
	Iteration 36Q: 3 clusters Score -1329106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1329138.000000 Penalty: 4519.529785
	Iteration 37Q: 3 clusters Score -1329138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1329169.625000 Penalty: 4519.529785
	Iteration 38Q: 3 clusters Score -1329170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1329191.750000 Penalty: 4519.529785
	Iteration 39Q: 3 clusters Score -1329192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1329218.750000 Penalty: 4519.529785
	Iteration 40F: 3 clusters Score -1329219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1329246.875000 Penalty: 4519.529785
	Iteration 41Q: 3 clusters Score -1329247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1329273.500000 Penalty: 4519.529785
	Iteration 42Q: 3 clusters Score -1329274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1329305.250000 Penalty: 4519.529785
	Iteration 43Q: 3 clusters Score -1329305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1329334.500000 Penalty: 4519.529785
	Iteration 44Q: 3 clusters Score -1329334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1329358.250000 Penalty: 4519.529785
	Iteration 45Q: 3 clusters Score -1329358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1329381.125000 Penalty: 4519.529785
	Iteration 46Q: 3 clusters Score -1329381 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1329402.750000 Penalty: 4519.529785
	Iteration 47Q: 3 clusters Score -1329403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1329423.875000 Penalty: 4519.529785
	Iteration 48Q: 3 clusters Score -1329424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1329437.000000 Penalty: 4519.529785
	Iteration 49Q: 3 clusters Score -1329437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1329445.125000 Penalty: 4519.529785
	Iteration 50Q: 3 clusters Score -1329445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1329460.125000 Penalty: 4519.529785
	Iteration 51Q: 3 clusters Score -1329460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1329461.250000 Penalty: 4519.529785
	Iteration 52Q: 3 clusters Score -1329461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1329469.125000 Penalty: 4519.529785
	Iteration 53Q: 3 clusters Score -1329469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1329471.750000 Penalty: 4519.529785
	Iteration 54Q: 3 clusters Score -1329472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1329472.125000 Penalty: 4519.529785
	Iteration 55Q: 3 clusters Score -1329472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1329476.875000 Penalty: 4519.529785
	Iteration 56Q: 3 clusters Score -1329477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1329480.750000 Penalty: 4519.529785
	Iteration 57Q: 3 clusters Score -1329481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1329479.875000 Penalty: 4519.529785
	Iteration 58Q: 3 clusters Score -1329480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1329479.250000 Penalty: 4519.529785
	Iteration 59Q: 3 clusters Score -1329479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1329478.750000 Penalty: 4519.529785
	Iteration 60F: 3 clusters Score -1329479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1329481.500000 Penalty: 4519.529785
	Iteration 61Q: 3 clusters Score -1329482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1329485.125000 Penalty: 4519.529785
	Iteration 62Q: 3 clusters Score -1329485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1329488.375000 Penalty: 4519.529785
	Iteration 63Q: 3 clusters Score -1329488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1329490.500000 Penalty: 4519.529785
	Iteration 64Q: 3 clusters Score -1329490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1329490.250000 Penalty: 4519.529785
	Iteration 65Q: 3 clusters Score -1329490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1329490.875000 Penalty: 4519.529785
	Iteration 66Q: 3 clusters Score -1329491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1329494.500000 Penalty: 4519.529785
	Iteration 67Q: 3 clusters Score -1329494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1329493.750000 Penalty: 4519.529785
	Iteration 68Q: 3 clusters Score -1329494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1329495.750000 Penalty: 4519.529785
	Iteration 69Q: 3 clusters Score -1329496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1329496.000000 Penalty: 4519.529785
	Iteration 70Q: 3 clusters Score -1329496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1329497.125000 Penalty: 4519.529785
	Iteration 71Q: 3 clusters Score -1329497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1329497.625000 Penalty: 4519.529785
	Iteration 72Q: 3 clusters Score -1329498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1329501.250000 Penalty: 4519.529785
	Iteration 73Q: 3 clusters Score -1329501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1329501.125000 Penalty: 4519.529785
	Iteration 74Q: 3 clusters Score -1329501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1329500.000000 Penalty: 4519.529785
	Iteration 75Q: 3 clusters Score -1329500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1329500.125000 Penalty: 4519.529785
	Iteration 76Q: 3 clusters Score -1329500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1329509.875000 Penalty: 4519.529785
	Iteration 77Q: 3 clusters Score -1329510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1329509.250000 Penalty: 4519.529785
	Iteration 78Q: 3 clusters Score -1329509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1329509.875000 Penalty: 4519.529785
	Iteration 79Q: 3 clusters Score -1329510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1329512.625000 Penalty: 4519.529785
	Iteration 80F: 3 clusters Score -1329513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1329516.000000 Penalty: 4519.529785
	Iteration 81Q: 3 clusters Score -1329516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1329518.000000 Penalty: 4519.529785
	Iteration 82Q: 3 clusters Score -1329518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1329519.125000 Penalty: 4519.529785
	Iteration 83Q: 3 clusters Score -1329519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1329519.625000 Penalty: 4519.529785
	Iteration 84Q: 3 clusters Score -1329520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1329521.500000 Penalty: 4519.529785
	Iteration 85Q: 3 clusters Score -1329522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1329520.375000 Penalty: 4519.529785
	Iteration 86Q: 3 clusters Score -1329520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1329519.375000 Penalty: 4519.529785
	Iteration 87Q: 3 clusters Score -1329519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1329520.625000 Penalty: 4519.529785
	Iteration 88Q: 3 clusters Score -1329521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1329520.875000 Penalty: 4519.529785
	Iteration 89Q: 3 clusters Score -1329521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1329520.000000 Penalty: 4519.529785
	Iteration 90Q: 3 clusters Score -1329520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1329520.125000 Penalty: 4519.529785
	Iteration 91Q: 3 clusters Score -1329520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1329521.750000 Penalty: 4519.529785
	Iteration 92Q: 3 clusters Score -1329522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1329522.250000 Penalty: 4519.529785
	Iteration 93Q: 3 clusters Score -1329522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1329521.875000 Penalty: 4519.529785
	Iteration 94Q: 3 clusters Score -1329522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1329519.625000 Penalty: 4519.529785
	Iteration 95Q: 3 clusters Score -1329520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1329522.125000 Penalty: 4519.529785
	Iteration 96Q: 3 clusters Score -1329522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1329524.125000 Penalty: 4519.529785
	Iteration 97Q: 3 clusters Score -1329524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1329523.875000 Penalty: 4519.529785
	Iteration 98Q: 3 clusters Score -1329524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1329523.750000 Penalty: 4519.529785
	Iteration 99Q: 3 clusters Score -1329524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1329524.000000 Penalty: 4519.529785
	Iteration 100F: 3 clusters Score -1329524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Entering Unmasked Estep 
Score: -1504432.750000 Penalty: 2290.988770
	Iteration 0F: 2 clusters Score -1504433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1496526.375000 Penalty: 4581.977539
	Iteration 0F: 3 clusters Score -1496526 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1498898.625000 Penalty: 4581.977539
	Iteration 1F: 3 clusters Score -1498899 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1499366.000000 Penalty: 4581.977539
	Iteration 2F: 3 clusters Score -1499366 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1499872.500000 Penalty: 4581.977539
	Iteration 3F: 3 clusters Score -1499872 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1500439.250000 Penalty: 4581.977539
	Iteration 4F: 3 clusters Score -1500439 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1500982.000000 Penalty: 4581.977539
	Iteration 5F: 3 clusters Score -1500982 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1501383.500000 Penalty: 4581.977539
	Iteration 6F: 3 clusters Score -1501384 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1501639.000000 Penalty: 4581.977539
	Iteration 7Q: 3 clusters Score -1501639 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1501814.125000 Penalty: 4581.977539
	Iteration 8Q: 3 clusters Score -1501814 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1501947.625000 Penalty: 4581.977539
	Iteration 9Q: 3 clusters Score -1501948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1502059.750000 Penalty: 4581.977539
	Iteration 10Q: 3 clusters Score -1502060 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1502136.875000 Penalty: 4581.977539
	Iteration 11Q: 3 clusters Score -1502137 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1502201.000000 Penalty: 4581.977539
	Iteration 12Q: 3 clusters Score -1502201 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1502251.625000 Penalty: 4581.977539
	Iteration 13Q: 3 clusters Score -1502252 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1502313.625000 Penalty: 4581.977539
	Iteration 14Q: 3 clusters Score -1502314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1502361.750000 Penalty: 4581.977539
	Iteration 15Q: 3 clusters Score -1502362 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1502409.250000 Penalty: 4581.977539
	Iteration 16Q: 3 clusters Score -1502409 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1502444.500000 Penalty: 4581.977539
	Iteration 17Q: 3 clusters Score -1502444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1502484.000000 Penalty: 4581.977539
	Iteration 18Q: 3 clusters Score -1502484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1502518.875000 Penalty: 4581.977539
	Iteration 19Q: 3 clusters Score -1502519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1502568.875000 Penalty: 4581.977539
	Iteration 20F: 3 clusters Score -1502569 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1502612.625000 Penalty: 4581.977539
	Iteration 21Q: 3 clusters Score -1502613 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1502670.375000 Penalty: 4581.977539
	Iteration 22Q: 3 clusters Score -1502670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1502721.750000 Penalty: 4581.977539
	Iteration 23Q: 3 clusters Score -1502722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1502772.000000 Penalty: 4581.977539
	Iteration 24Q: 3 clusters Score -1502772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1502808.125000 Penalty: 4581.977539
	Iteration 25Q: 3 clusters Score -1502808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1502839.875000 Penalty: 4581.977539
	Iteration 26Q: 3 clusters Score -1502840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1502870.125000 Penalty: 4581.977539
	Iteration 27Q: 3 clusters Score -1502870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1502912.250000 Penalty: 4581.977539
	Iteration 28Q: 3 clusters Score -1502912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1502945.500000 Penalty: 4581.977539
	Iteration 29Q: 3 clusters Score -1502946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1502980.875000 Penalty: 4581.977539
	Iteration 30Q: 3 clusters Score -1502981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1503003.375000 Penalty: 4581.977539
	Iteration 31Q: 3 clusters Score -1503003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1503023.125000 Penalty: 4581.977539
	Iteration 32Q: 3 clusters Score -1503023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1503042.000000 Penalty: 4581.977539
	Iteration 33Q: 3 clusters Score -1503042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1503050.000000 Penalty: 4581.977539
	Iteration 34Q: 3 clusters Score -1503050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1503056.375000 Penalty: 4581.977539
	Iteration 35Q: 3 clusters Score -1503056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1503069.625000 Penalty: 4581.977539
	Iteration 36Q: 3 clusters Score -1503070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1503078.875000 Penalty: 4581.977539
	Iteration 37Q: 3 clusters Score -1503079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1503084.375000 Penalty: 4581.977539
	Iteration 38Q: 3 clusters Score -1503084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1503089.500000 Penalty: 4581.977539
	Iteration 39Q: 3 clusters Score -1503090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1503093.125000 Penalty: 4581.977539
	Iteration 40F: 3 clusters Score -1503093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1503096.125000 Penalty: 4581.977539
	Iteration 41Q: 3 clusters Score -1503096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1503096.125000 Penalty: 4581.977539
	Iteration 42Q: 3 clusters Score -1503096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1503099.875000 Penalty: 4581.977539
	Iteration 43Q: 3 clusters Score -1503100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1503110.625000 Penalty: 4581.977539
	Iteration 44Q: 3 clusters Score -1503111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1503111.750000 Penalty: 4581.977539
	Iteration 45Q: 3 clusters Score -1503112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1503114.625000 Penalty: 4581.977539
	Iteration 46Q: 3 clusters Score -1503115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1503111.875000 Penalty: 4581.977539
	Iteration 47Q: 3 clusters Score -1503112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1503111.875000 Penalty: 4581.977539
	Iteration 48F: 3 clusters Score -1503112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79611 members 
Entering Unmasked Estep 
Score: -11873440.000000 Penalty: 2798.656982
	Iteration 0F: 2 clusters Score -1.187344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -11820389.000000 Penalty: 5597.313965
	Iteration 0F: 3 clusters Score -1.182039e+07 nChanged 37199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -11841645.000000 Penalty: 5597.313965
	Iteration 1F: 3 clusters Score -1.184164e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -11842350.000000 Penalty: 5597.313965
	Iteration 2Q: 3 clusters Score -1.184235e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -11843037.000000 Penalty: 5597.313965
	Iteration 3Q: 3 clusters Score -1.184304e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -11843835.000000 Penalty: 5597.313965
	Iteration 4Q: 3 clusters Score -1.184384e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -11844700.000000 Penalty: 5597.313965
	Iteration 5Q: 3 clusters Score -1.18447e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -11845604.000000 Penalty: 5597.313965
	Iteration 6Q: 3 clusters Score -1.18456e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -11846692.000000 Penalty: 5597.313965
	Iteration 7Q: 3 clusters Score -1.184669e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -11848040.000000 Penalty: 5597.313965
	Iteration 8Q: 3 clusters Score -1.184804e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -11849709.000000 Penalty: 5597.313965
	Iteration 9Q: 3 clusters Score -1.184971e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -11851765.000000 Penalty: 5597.313965
	Iteration 10Q: 3 clusters Score -1.185176e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -11854016.000000 Penalty: 5597.313965
	Iteration 11Q: 3 clusters Score -1.185402e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -11856034.000000 Penalty: 5597.313965
	Iteration 12Q: 3 clusters Score -1.185603e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -11857372.000000 Penalty: 5597.313965
	Iteration 13Q: 3 clusters Score -1.185737e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -11857967.000000 Penalty: 5597.313965
	Iteration 14Q: 3 clusters Score -1.185797e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -11858168.000000 Penalty: 5597.313965
	Iteration 15Q: 3 clusters Score -1.185817e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -11858246.000000 Penalty: 5597.313965
	Iteration 16Q: 3 clusters Score -1.185825e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -11858302.000000 Penalty: 5597.313965
	Iteration 17Q: 3 clusters Score -1.18583e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -11858330.000000 Penalty: 5597.313965
	Iteration 18Q: 3 clusters Score -1.185833e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -11858371.000000 Penalty: 5597.313965
	Iteration 19Q: 3 clusters Score -1.185837e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -11858496.000000 Penalty: 5597.313965
	Iteration 20F: 3 clusters Score -1.18585e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -11858484.000000 Penalty: 5597.313965
	Iteration 21Q: 3 clusters Score -1.185848e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -11858544.000000 Penalty: 5597.313965
	Iteration 22Q: 3 clusters Score -1.185854e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -11858591.000000 Penalty: 5597.313965
	Iteration 23Q: 3 clusters Score -1.185859e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -11858575.000000 Penalty: 5597.313965
	Iteration 24Q: 3 clusters Score -1.185858e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -11858647.000000 Penalty: 5597.313965
	Iteration 25Q: 3 clusters Score -1.185865e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -11858706.000000 Penalty: 5597.313965
	Iteration 26Q: 3 clusters Score -1.185871e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -11858792.000000 Penalty: 5597.313965
	Iteration 27Q: 3 clusters Score -1.185879e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -11858831.000000 Penalty: 5597.313965
	Iteration 28Q: 3 clusters Score -1.185883e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -11858952.000000 Penalty: 5597.313965
	Iteration 29Q: 3 clusters Score -1.185895e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -11859098.000000 Penalty: 5597.313965
	Iteration 30Q: 3 clusters Score -1.18591e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -11859195.000000 Penalty: 5597.313965
	Iteration 31Q: 3 clusters Score -1.18592e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -11859291.000000 Penalty: 5597.313965
	Iteration 32Q: 3 clusters Score -1.185929e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -11859405.000000 Penalty: 5597.313965
	Iteration 33Q: 3 clusters Score -1.18594e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -11859537.000000 Penalty: 5597.313965
	Iteration 34Q: 3 clusters Score -1.185954e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -11859687.000000 Penalty: 5597.313965
	Iteration 35Q: 3 clusters Score -1.185969e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -11859807.000000 Penalty: 5597.313965
	Iteration 36Q: 3 clusters Score -1.185981e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -11859962.000000 Penalty: 5597.313965
	Iteration 37Q: 3 clusters Score -1.185996e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52153 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -11860189.000000 Penalty: 5597.313965
	Iteration 38Q: 3 clusters Score -1.186019e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -11860403.000000 Penalty: 5597.313965
	Iteration 39Q: 3 clusters Score -1.18604e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -11860598.000000 Penalty: 5597.313965
	Iteration 40F: 3 clusters Score -1.18606e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -11860897.000000 Penalty: 5597.313965
	Iteration 41Q: 3 clusters Score -1.18609e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56357 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -11861274.000000 Penalty: 5597.313965
	Iteration 42Q: 3 clusters Score -1.186127e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -11861630.000000 Penalty: 5597.313965
	Iteration 43Q: 3 clusters Score -1.186163e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -11862073.000000 Penalty: 5597.313965
	Iteration 44Q: 3 clusters Score -1.186207e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -11862456.000000 Penalty: 5597.313965
	Iteration 45Q: 3 clusters Score -1.186246e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -11862883.000000 Penalty: 5597.313965
	Iteration 46Q: 3 clusters Score -1.186288e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -11863343.000000 Penalty: 5597.313965
	Iteration 47Q: 3 clusters Score -1.186334e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64098 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -11863868.000000 Penalty: 5597.313965
	Iteration 48Q: 3 clusters Score -1.186387e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -11864484.000000 Penalty: 5597.313965
	Iteration 49Q: 3 clusters Score -1.186448e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66969 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -11865150.000000 Penalty: 5597.313965
	Iteration 50Q: 3 clusters Score -1.186515e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -11865815.000000 Penalty: 5597.313965
	Iteration 51Q: 3 clusters Score -1.186582e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69754 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -11866559.000000 Penalty: 5597.313965
	Iteration 52Q: 3 clusters Score -1.186656e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -11867369.000000 Penalty: 5597.313965
	Iteration 53Q: 3 clusters Score -1.186737e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -11868111.000000 Penalty: 5597.313965
	Iteration 54Q: 3 clusters Score -1.186811e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -11868839.000000 Penalty: 5597.313965
	Iteration 55Q: 3 clusters Score -1.186884e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -11869422.000000 Penalty: 5597.313965
	Iteration 56Q: 3 clusters Score -1.186942e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -11869858.000000 Penalty: 5597.313965
	Iteration 57Q: 3 clusters Score -1.186986e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75278 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -11870202.000000 Penalty: 5597.313965
	Iteration 58Q: 3 clusters Score -1.18702e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -11870428.000000 Penalty: 5597.313965
	Iteration 59Q: 3 clusters Score -1.187043e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -11870613.000000 Penalty: 5597.313965
	Iteration 60F: 3 clusters Score -1.187061e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -11870726.000000 Penalty: 5597.313965
	Iteration 61Q: 3 clusters Score -1.187073e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -11870758.000000 Penalty: 5597.313965
	Iteration 62Q: 3 clusters Score -1.187076e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -11870813.000000 Penalty: 5597.313965
	Iteration 63Q: 3 clusters Score -1.187081e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -11870870.000000 Penalty: 5597.313965
	Iteration 64Q: 3 clusters Score -1.187087e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76893 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -11870894.000000 Penalty: 5597.313965
	Iteration 65Q: 3 clusters Score -1.187089e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11870942.000000 Penalty: 5597.313965
	Iteration 66Q: 3 clusters Score -1.187094e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11870972.000000 Penalty: 5597.313965
	Iteration 67Q: 3 clusters Score -1.187097e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -11871039.000000 Penalty: 5597.313965
	Iteration 68Q: 3 clusters Score -1.187104e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11871075.000000 Penalty: 5597.313965
	Iteration 69Q: 3 clusters Score -1.187108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -11871093.000000 Penalty: 5597.313965
	Iteration 70Q: 3 clusters Score -1.187109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11871091.000000 Penalty: 5597.313965
	Iteration 71Q: 3 clusters Score -1.187109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11871092.000000 Penalty: 5597.313965
	Iteration 72Q: 3 clusters Score -1.187109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -11871113.000000 Penalty: 5597.313965
	Iteration 73Q: 3 clusters Score -1.187111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11871110.000000 Penalty: 5597.313965
	Iteration 74Q: 3 clusters Score -1.187111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11871108.000000 Penalty: 5597.313965
	Iteration 75Q: 3 clusters Score -1.187111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11871129.000000 Penalty: 5597.313965
	Iteration 76Q: 3 clusters Score -1.187113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -11871135.000000 Penalty: 5597.313965
	Iteration 77Q: 3 clusters Score -1.187114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11871133.000000 Penalty: 5597.313965
	Iteration 78Q: 3 clusters Score -1.187113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -11871142.000000 Penalty: 5597.313965
	Iteration 79Q: 3 clusters Score -1.187114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -11871142.000000 Penalty: 5597.313965
	Iteration 80F: 3 clusters Score -1.187114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11871145.000000 Penalty: 5597.313965
	Iteration 81Q: 3 clusters Score -1.187114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -11871149.000000 Penalty: 5597.313965
	Iteration 82Q: 3 clusters Score -1.187115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -11871140.000000 Penalty: 5597.313965
	Iteration 83Q: 3 clusters Score -1.187114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -11871151.000000 Penalty: 5597.313965
	Iteration 84Q: 3 clusters Score -1.187115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77573 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11871148.000000 Penalty: 5597.313965
	Iteration 85Q: 3 clusters Score -1.187115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11871136.000000 Penalty: 5597.313965
	Iteration 86Q: 3 clusters Score -1.187114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11871148.000000 Penalty: 5597.313965
	Iteration 87Q: 3 clusters Score -1.187115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11871153.000000 Penalty: 5597.313965
	Iteration 88Q: 3 clusters Score -1.187115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -11871152.000000 Penalty: 5597.313965
	Iteration 89Q: 3 clusters Score -1.187115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -11871160.000000 Penalty: 5597.313965
	Iteration 90Q: 3 clusters Score -1.187116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11871159.000000 Penalty: 5597.313965
	Iteration 91Q: 3 clusters Score -1.187116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11871165.000000 Penalty: 5597.313965
	Iteration 92Q: 3 clusters Score -1.187116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11871174.000000 Penalty: 5597.313965
	Iteration 93Q: 3 clusters Score -1.187117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -11871176.000000 Penalty: 5597.313965
	Iteration 94Q: 3 clusters Score -1.187118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11871183.000000 Penalty: 5597.313965
	Iteration 95Q: 3 clusters Score -1.187118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11871187.000000 Penalty: 5597.313965
	Iteration 96Q: 3 clusters Score -1.187119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11871192.000000 Penalty: 5597.313965
	Iteration 97Q: 3 clusters Score -1.187119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77682 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11871192.000000 Penalty: 5597.313965
	Iteration 98Q: 3 clusters Score -1.187119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11871195.000000 Penalty: 5597.313965
	Iteration 99Q: 3 clusters Score -1.18712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11871195.000000 Penalty: 5597.313965
	Iteration 100F: 3 clusters Score -1.18712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1773268.375000 Penalty: 2328.925049
	Iteration 0F: 2 clusters Score -1773268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1764325.375000 Penalty: 4657.850098
	Iteration 0F: 3 clusters Score -1764325 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1767025.250000 Penalty: 4657.850098
	Iteration 1F: 3 clusters Score -1767025 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1767394.125000 Penalty: 4657.850098
	Iteration 2F: 3 clusters Score -1767394 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1767731.875000 Penalty: 4657.850098
	Iteration 3F: 3 clusters Score -1767732 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1768078.125000 Penalty: 4657.850098
	Iteration 4F: 3 clusters Score -1768078 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1768473.875000 Penalty: 4657.850098
	Iteration 5F: 3 clusters Score -1768474 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1768989.625000 Penalty: 4657.850098
	Iteration 6F: 3 clusters Score -1768990 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1769580.625000 Penalty: 4657.850098
	Iteration 7F: 3 clusters Score -1769581 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1770140.375000 Penalty: 4657.850098
	Iteration 8F: 3 clusters Score -1770140 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1770585.375000 Penalty: 4657.850098
	Iteration 9F: 3 clusters Score -1770585 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1770878.125000 Penalty: 4657.850098
	Iteration 10Q: 3 clusters Score -1770878 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1771087.250000 Penalty: 4657.850098
	Iteration 11Q: 3 clusters Score -1771087 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1771279.875000 Penalty: 4657.850098
	Iteration 12Q: 3 clusters Score -1771280 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1771446.625000 Penalty: 4657.850098
	Iteration 13Q: 3 clusters Score -1771447 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1771569.750000 Penalty: 4657.850098
	Iteration 14Q: 3 clusters Score -1771570 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1771629.375000 Penalty: 4657.850098
	Iteration 15Q: 3 clusters Score -1771629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1771659.250000 Penalty: 4657.850098
	Iteration 16Q: 3 clusters Score -1771659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1771672.250000 Penalty: 4657.850098
	Iteration 17Q: 3 clusters Score -1771672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1771685.125000 Penalty: 4657.850098
	Iteration 18Q: 3 clusters Score -1771685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1771688.625000 Penalty: 4657.850098
	Iteration 19Q: 3 clusters Score -1771689 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1771696.875000 Penalty: 4657.850098
	Iteration 20F: 3 clusters Score -1771697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1771700.625000 Penalty: 4657.850098
	Iteration 21Q: 3 clusters Score -1771701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1771701.625000 Penalty: 4657.850098
	Iteration 22Q: 3 clusters Score -1771702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1771704.250000 Penalty: 4657.850098
	Iteration 23Q: 3 clusters Score -1771704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1771716.375000 Penalty: 4657.850098
	Iteration 24Q: 3 clusters Score -1771716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1771721.875000 Penalty: 4657.850098
	Iteration 25Q: 3 clusters Score -1771722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1771729.750000 Penalty: 4657.850098
	Iteration 26Q: 3 clusters Score -1771730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1771734.000000 Penalty: 4657.850098
	Iteration 27Q: 3 clusters Score -1771734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1771735.875000 Penalty: 4657.850098
	Iteration 28Q: 3 clusters Score -1771736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1771737.250000 Penalty: 4657.850098
	Iteration 29Q: 3 clusters Score -1771737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1771735.875000 Penalty: 4657.850098
	Iteration 30Q: 3 clusters Score -1771736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1771747.500000 Penalty: 4657.850098
	Iteration 31Q: 3 clusters Score -1771748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1771753.125000 Penalty: 4657.850098
	Iteration 32Q: 3 clusters Score -1771753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1771750.500000 Penalty: 4657.850098
	Iteration 33Q: 3 clusters Score -1771750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1771752.125000 Penalty: 4657.850098
	Iteration 34Q: 3 clusters Score -1771752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1771751.375000 Penalty: 4657.850098
	Iteration 35Q: 3 clusters Score -1771751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1771756.125000 Penalty: 4657.850098
	Iteration 36Q: 3 clusters Score -1771756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1771755.750000 Penalty: 4657.850098
	Iteration 37Q: 3 clusters Score -1771756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1771762.625000 Penalty: 4657.850098
	Iteration 38Q: 3 clusters Score -1771763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1771760.250000 Penalty: 4657.850098
	Iteration 39Q: 3 clusters Score -1771760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1771759.750000 Penalty: 4657.850098
	Iteration 40F: 3 clusters Score -1771760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1771759.875000 Penalty: 4657.850098
	Iteration 41Q: 3 clusters Score -1771760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1771760.000000 Penalty: 4657.850098
	Iteration 42Q: 3 clusters Score -1771760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1771760.000000 Penalty: 4657.850098
	Iteration 43F: 3 clusters Score -1771760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Entering Unmasked Estep 
Score: -2666071.750000 Penalty: 2443.930908
	Iteration 0F: 2 clusters Score -2666072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2652675.750000 Penalty: 4887.861816
	Iteration 0F: 3 clusters Score -2652676 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2657181.750000 Penalty: 4887.861816
	Iteration 1F: 3 clusters Score -2657182 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2657800.750000 Penalty: 4887.861816
	Iteration 2F: 3 clusters Score -2657801 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2658431.000000 Penalty: 4887.861816
	Iteration 3F: 3 clusters Score -2658431 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2659101.000000 Penalty: 4887.861816
	Iteration 4F: 3 clusters Score -2659101 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2659766.750000 Penalty: 4887.861816
	Iteration 5F: 3 clusters Score -2659767 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2660334.750000 Penalty: 4887.861816
	Iteration 6F: 3 clusters Score -2660335 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2660844.500000 Penalty: 4887.861816
	Iteration 7Q: 3 clusters Score -2660844 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2661258.750000 Penalty: 4887.861816
	Iteration 8Q: 3 clusters Score -2661259 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2661549.000000 Penalty: 4887.861816
	Iteration 9Q: 3 clusters Score -2661549 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2661761.250000 Penalty: 4887.861816
	Iteration 10Q: 3 clusters Score -2661761 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2661929.250000 Penalty: 4887.861816
	Iteration 11Q: 3 clusters Score -2661929 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2662086.250000 Penalty: 4887.861816
	Iteration 12Q: 3 clusters Score -2662086 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2662217.250000 Penalty: 4887.861816
	Iteration 13Q: 3 clusters Score -2662217 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2662347.750000 Penalty: 4887.861816
	Iteration 14Q: 3 clusters Score -2662348 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2662481.750000 Penalty: 4887.861816
	Iteration 15Q: 3 clusters Score -2662482 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -2662610.750000 Penalty: 4887.861816
	Iteration 16Q: 3 clusters Score -2662611 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2662754.750000 Penalty: 4887.861816
	Iteration 17Q: 3 clusters Score -2662755 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2662914.750000 Penalty: 4887.861816
	Iteration 18Q: 3 clusters Score -2662915 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2663072.250000 Penalty: 4887.861816
	Iteration 19Q: 3 clusters Score -2663072 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2663211.250000 Penalty: 4887.861816
	Iteration 20F: 3 clusters Score -2663211 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2663378.750000 Penalty: 4887.861816
	Iteration 21Q: 3 clusters Score -2663379 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2663508.500000 Penalty: 4887.861816
	Iteration 22Q: 3 clusters Score -2663508 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2663657.000000 Penalty: 4887.861816
	Iteration 23Q: 3 clusters Score -2663657 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2663789.000000 Penalty: 4887.861816
	Iteration 24Q: 3 clusters Score -2663789 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2663922.250000 Penalty: 4887.861816
	Iteration 25Q: 3 clusters Score -2663922 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2664089.000000 Penalty: 4887.861816
	Iteration 26Q: 3 clusters Score -2664089 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2664253.000000 Penalty: 4887.861816
	Iteration 27Q: 3 clusters Score -2664253 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2664420.750000 Penalty: 4887.861816
	Iteration 28Q: 3 clusters Score -2664421 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2664559.500000 Penalty: 4887.861816
	Iteration 29Q: 3 clusters Score -2664560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2664626.250000 Penalty: 4887.861816
	Iteration 30Q: 3 clusters Score -2664626 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2664683.250000 Penalty: 4887.861816
	Iteration 31Q: 3 clusters Score -2664683 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -2664725.750000 Penalty: 4887.861816
	Iteration 32Q: 3 clusters Score -2664726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -2664772.000000 Penalty: 4887.861816
	Iteration 33Q: 3 clusters Score -2664772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2664819.250000 Penalty: 4887.861816
	Iteration 34Q: 3 clusters Score -2664819 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2664852.250000 Penalty: 4887.861816
	Iteration 35Q: 3 clusters Score -2664852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2664872.250000 Penalty: 4887.861816
	Iteration 36Q: 3 clusters Score -2664872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2664888.250000 Penalty: 4887.861816
	Iteration 37Q: 3 clusters Score -2664888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2664909.750000 Penalty: 4887.861816
	Iteration 38Q: 3 clusters Score -2664910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2664934.750000 Penalty: 4887.861816
	Iteration 39Q: 3 clusters Score -2664935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2664960.500000 Penalty: 4887.861816
	Iteration 40F: 3 clusters Score -2664960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2664975.000000 Penalty: 4887.861816
	Iteration 41Q: 3 clusters Score -2664975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2665007.750000 Penalty: 4887.861816
	Iteration 42Q: 3 clusters Score -2665008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2665045.500000 Penalty: 4887.861816
	Iteration 43Q: 3 clusters Score -2665046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2665096.250000 Penalty: 4887.861816
	Iteration 44Q: 3 clusters Score -2665096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2665132.250000 Penalty: 4887.861816
	Iteration 45Q: 3 clusters Score -2665132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2665166.000000 Penalty: 4887.861816
	Iteration 46Q: 3 clusters Score -2665166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2665194.000000 Penalty: 4887.861816
	Iteration 47Q: 3 clusters Score -2665194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2665204.250000 Penalty: 4887.861816
	Iteration 48Q: 3 clusters Score -2665204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2665223.500000 Penalty: 4887.861816
	Iteration 49Q: 3 clusters Score -2665224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2665232.750000 Penalty: 4887.861816
	Iteration 50Q: 3 clusters Score -2665233 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2665239.750000 Penalty: 4887.861816
	Iteration 51Q: 3 clusters Score -2665240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2665245.000000 Penalty: 4887.861816
	Iteration 52Q: 3 clusters Score -2665245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2665252.000000 Penalty: 4887.861816
	Iteration 53Q: 3 clusters Score -2665252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2665257.000000 Penalty: 4887.861816
	Iteration 54Q: 3 clusters Score -2665257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2665259.750000 Penalty: 4887.861816
	Iteration 55Q: 3 clusters Score -2665260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2665261.000000 Penalty: 4887.861816
	Iteration 56Q: 3 clusters Score -2665261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2665260.250000 Penalty: 4887.861816
	Iteration 57Q: 3 clusters Score -2665260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2665261.500000 Penalty: 4887.861816
	Iteration 58Q: 3 clusters Score -2665262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2665264.500000 Penalty: 4887.861816
	Iteration 59Q: 3 clusters Score -2665264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2665264.500000 Penalty: 4887.861816
	Iteration 60F: 3 clusters Score -2665264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Entering Unmasked Estep 
Score: -1775352.500000 Penalty: 2327.825439
	Iteration 0F: 2 clusters Score -1775352 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 6022 members 
Entering Unmasked Estep 
Score: -1766427.750000 Penalty: 4655.650879
	Iteration 0F: 3 clusters Score -1766428 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1769228.250000 Penalty: 4655.650879
	Iteration 1F: 3 clusters Score -1769228 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1769614.250000 Penalty: 4655.650879
	Iteration 2F: 3 clusters Score -1769614 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1769956.750000 Penalty: 4655.650879
	Iteration 3F: 3 clusters Score -1769957 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1770311.250000 Penalty: 4655.650879
	Iteration 4F: 3 clusters Score -1770311 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1770746.125000 Penalty: 4655.650879
	Iteration 5F: 3 clusters Score -1770746 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1771218.750000 Penalty: 4655.650879
	Iteration 6F: 3 clusters Score -1771219 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1771807.250000 Penalty: 4655.650879
	Iteration 7F: 3 clusters Score -1771807 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1772431.250000 Penalty: 4655.650879
	Iteration 8F: 3 clusters Score -1772431 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1773021.500000 Penalty: 4655.650879
	Iteration 9F: 3 clusters Score -1773022 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1773511.375000 Penalty: 4655.650879
	Iteration 10Q: 3 clusters Score -1773511 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1773876.500000 Penalty: 4655.650879
	Iteration 11Q: 3 clusters Score -1773876 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1774119.750000 Penalty: 4655.650879
	Iteration 12Q: 3 clusters Score -1774120 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1774250.625000 Penalty: 4655.650879
	Iteration 13Q: 3 clusters Score -1774251 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1774315.375000 Penalty: 4655.650879
	Iteration 14Q: 3 clusters Score -1774315 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1774350.500000 Penalty: 4655.650879
	Iteration 15Q: 3 clusters Score -1774350 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1774371.750000 Penalty: 4655.650879
	Iteration 16Q: 3 clusters Score -1774372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1774394.500000 Penalty: 4655.650879
	Iteration 17Q: 3 clusters Score -1774394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1774422.125000 Penalty: 4655.650879
	Iteration 18Q: 3 clusters Score -1774422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1774453.250000 Penalty: 4655.650879
	Iteration 19Q: 3 clusters Score -1774453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1774499.125000 Penalty: 4655.650879
	Iteration 20F: 3 clusters Score -1774499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1774525.250000 Penalty: 4655.650879
	Iteration 21Q: 3 clusters Score -1774525 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1774552.000000 Penalty: 4655.650879
	Iteration 22Q: 3 clusters Score -1774552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1774590.125000 Penalty: 4655.650879
	Iteration 23Q: 3 clusters Score -1774590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1774619.000000 Penalty: 4655.650879
	Iteration 24Q: 3 clusters Score -1774619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1774647.625000 Penalty: 4655.650879
	Iteration 25Q: 3 clusters Score -1774648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1774708.625000 Penalty: 4655.650879
	Iteration 26Q: 3 clusters Score -1774709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1774789.375000 Penalty: 4655.650879
	Iteration 27Q: 3 clusters Score -1774789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1774899.125000 Penalty: 4655.650879
	Iteration 28Q: 3 clusters Score -1774899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1775014.375000 Penalty: 4655.650879
	Iteration 29Q: 3 clusters Score -1775014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1775070.500000 Penalty: 4655.650879
	Iteration 30Q: 3 clusters Score -1775070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1775097.750000 Penalty: 4655.650879
	Iteration 31Q: 3 clusters Score -1775098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1775107.750000 Penalty: 4655.650879
	Iteration 32Q: 3 clusters Score -1775108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1775113.625000 Penalty: 4655.650879
	Iteration 33Q: 3 clusters Score -1775114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1775119.375000 Penalty: 4655.650879
	Iteration 34Q: 3 clusters Score -1775119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1775118.375000 Penalty: 4655.650879
	Iteration 35Q: 3 clusters Score -1775118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1775123.750000 Penalty: 4655.650879
	Iteration 36Q: 3 clusters Score -1775124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1775123.625000 Penalty: 4655.650879
	Iteration 37Q: 3 clusters Score -1775124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1775130.000000 Penalty: 4655.650879
	Iteration 38Q: 3 clusters Score -1775130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1775131.000000 Penalty: 4655.650879
	Iteration 39Q: 3 clusters Score -1775131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1775124.750000 Penalty: 4655.650879
	Iteration 40F: 3 clusters Score -1775125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1775126.875000 Penalty: 4655.650879
	Iteration 41Q: 3 clusters Score -1775127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1775125.250000 Penalty: 4655.650879
	Iteration 42Q: 3 clusters Score -1775125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1775125.000000 Penalty: 4655.650879
	Iteration 43Q: 3 clusters Score -1775125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1775124.250000 Penalty: 4655.650879
	Iteration 44Q: 3 clusters Score -1775124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1775125.125000 Penalty: 4655.650879
	Iteration 45Q: 3 clusters Score -1775125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1775127.375000 Penalty: 4655.650879
	Iteration 46Q: 3 clusters Score -1775127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1775130.500000 Penalty: 4655.650879
	Iteration 47Q: 3 clusters Score -1775130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1775127.500000 Penalty: 4655.650879
	Iteration 48Q: 3 clusters Score -1775128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1775127.500000 Penalty: 4655.650879
	Iteration 49F: 3 clusters Score -1775128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -251812.343750 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -251812.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249380.875000 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -249380.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249833.078125 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -249833.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -250009.609375 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -250009.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -250110.125000 Penalty: 3697.828125
	Iteration 3F: 3 clusters Score -250110.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -250160.031250 Penalty: 3697.828125
	Iteration 4Q: 3 clusters Score -250160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -250205.234375 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -250205.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -250240.015625 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -250240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -250272.515625 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -250272.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -250301.484375 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -250301.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -250335.343750 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -250335.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -250366.421875 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -250366.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -250408.328125 Penalty: 3697.828125
	Iteration 11Q: 3 clusters Score -250408.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -250444.250000 Penalty: 3697.828125
	Iteration 12Q: 3 clusters Score -250444.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -250484.234375 Penalty: 3697.828125
	Iteration 13Q: 3 clusters Score -250484.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -250535.750000 Penalty: 3697.828125
	Iteration 14Q: 3 clusters Score -250535.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -250583.062500 Penalty: 3697.828125
	Iteration 15Q: 3 clusters Score -250583.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -250625.343750 Penalty: 3697.828125
	Iteration 16Q: 3 clusters Score -250625.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -250654.625000 Penalty: 3697.828125
	Iteration 17Q: 3 clusters Score -250654.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -250676.734375 Penalty: 3697.828125
	Iteration 18Q: 3 clusters Score -250676.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -250693.375000 Penalty: 3697.828125
	Iteration 19Q: 3 clusters Score -250693.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -250707.109375 Penalty: 3697.828125
	Iteration 20F: 3 clusters Score -250707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -250723.250000 Penalty: 3697.828125
	Iteration 21Q: 3 clusters Score -250723.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -250740.937500 Penalty: 3697.828125
	Iteration 22Q: 3 clusters Score -250740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -250756.968750 Penalty: 3697.828125
	Iteration 23Q: 3 clusters Score -250757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -250772.953125 Penalty: 3697.828125
	Iteration 24Q: 3 clusters Score -250773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -250795.984375 Penalty: 3697.828125
	Iteration 25Q: 3 clusters Score -250796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -250824.859375 Penalty: 3697.828125
	Iteration 26Q: 3 clusters Score -250824.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -250843.375000 Penalty: 3697.828125
	Iteration 27Q: 3 clusters Score -250843.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -250852.843750 Penalty: 3697.828125
	Iteration 28Q: 3 clusters Score -250852.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -250856.500000 Penalty: 3697.828125
	Iteration 29Q: 3 clusters Score -250856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -250859.140625 Penalty: 3697.828125
	Iteration 30Q: 3 clusters Score -250859.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -250866.984375 Penalty: 3697.828125
	Iteration 31Q: 3 clusters Score -250867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -250875.343750 Penalty: 3697.828125
	Iteration 32Q: 3 clusters Score -250875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -250879.828125 Penalty: 3697.828125
	Iteration 33Q: 3 clusters Score -250879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -250890.265625 Penalty: 3697.828125
	Iteration 34Q: 3 clusters Score -250890.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -250899.250000 Penalty: 3697.828125
	Iteration 35Q: 3 clusters Score -250899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -250909.125000 Penalty: 3697.828125
	Iteration 36Q: 3 clusters Score -250909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -250914.109375 Penalty: 3697.828125
	Iteration 37Q: 3 clusters Score -250914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -250916.968750 Penalty: 3697.828125
	Iteration 38Q: 3 clusters Score -250917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -250919.906250 Penalty: 3697.828125
	Iteration 39Q: 3 clusters Score -250919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -250922.640625 Penalty: 3697.828125
	Iteration 40F: 3 clusters Score -250922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -250924.359375 Penalty: 3697.828125
	Iteration 41Q: 3 clusters Score -250924.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -250927.078125 Penalty: 3697.828125
	Iteration 42Q: 3 clusters Score -250927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -250927.656250 Penalty: 3697.828125
	Iteration 43Q: 3 clusters Score -250927.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -250927.656250 Penalty: 3697.828125
	Iteration 44F: 3 clusters Score -250927.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1616179.000000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1616179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1607998.250000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1607998 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1610339.000000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1610339 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1610680.375000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1610680 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1610943.125000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1610943 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1611209.875000 Penalty: 4607.052246
	Iteration 4Q: 3 clusters Score -1611210 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1611531.125000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1611531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1611909.375000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1611909 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1612196.500000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1612196 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1612428.625000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1612429 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1612642.125000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1612642 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1612836.625000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1612837 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1613002.875000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1613003 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1613134.125000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1613134 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1613275.500000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1613276 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1613398.750000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1613399 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1613504.500000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1613504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1613596.750000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1613597 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1613699.125000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1613699 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1613802.125000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1613802 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1613894.125000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1613894 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1613997.375000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1613997 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1614098.000000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1614098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1614180.250000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1614180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1614248.125000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1614248 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1614313.375000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1614313 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1614377.000000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1614377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1614419.500000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1614420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1614467.875000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1614468 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1614518.875000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1614519 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1614563.375000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1614563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1614625.000000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1614625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1614676.750000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1614677 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1614715.750000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1614716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1614758.875000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1614759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1614796.125000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1614796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1614833.500000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1614834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1614856.500000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1614856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1614874.125000 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1614874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1614889.125000 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -1614889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1614908.375000 Penalty: 4607.052246
	Iteration 39Q: 3 clusters Score -1614908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1614927.625000 Penalty: 4607.052246
	Iteration 40F: 3 clusters Score -1614928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1614946.250000 Penalty: 4607.052246
	Iteration 41Q: 3 clusters Score -1614946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1614971.250000 Penalty: 4607.052246
	Iteration 42Q: 3 clusters Score -1614971 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1614989.375000 Penalty: 4607.052246
	Iteration 43Q: 3 clusters Score -1614989 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1615000.250000 Penalty: 4607.052246
	Iteration 44Q: 3 clusters Score -1615000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1615020.625000 Penalty: 4607.052246
	Iteration 45Q: 3 clusters Score -1615021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1615038.750000 Penalty: 4607.052246
	Iteration 46Q: 3 clusters Score -1615039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1615050.750000 Penalty: 4607.052246
	Iteration 47Q: 3 clusters Score -1615051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1615066.250000 Penalty: 4607.052246
	Iteration 48Q: 3 clusters Score -1615066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1615071.000000 Penalty: 4607.052246
	Iteration 49Q: 3 clusters Score -1615071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1615087.125000 Penalty: 4607.052246
	Iteration 50Q: 3 clusters Score -1615087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1615096.375000 Penalty: 4607.052246
	Iteration 51Q: 3 clusters Score -1615096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1615108.125000 Penalty: 4607.052246
	Iteration 52Q: 3 clusters Score -1615108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1615111.875000 Penalty: 4607.052246
	Iteration 53Q: 3 clusters Score -1615112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1615117.625000 Penalty: 4607.052246
	Iteration 54Q: 3 clusters Score -1615118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1615117.750000 Penalty: 4607.052246
	Iteration 55Q: 3 clusters Score -1615118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1615119.750000 Penalty: 4607.052246
	Iteration 56Q: 3 clusters Score -1615120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1615123.625000 Penalty: 4607.052246
	Iteration 57Q: 3 clusters Score -1615124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1615123.125000 Penalty: 4607.052246
	Iteration 58Q: 3 clusters Score -1615123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1615128.000000 Penalty: 4607.052246
	Iteration 59Q: 3 clusters Score -1615128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1615128.000000 Penalty: 4607.052246
	Iteration 60F: 3 clusters Score -1615128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1615127.875000 Penalty: 4607.052246
	Iteration 61Q: 3 clusters Score -1615128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1615126.250000 Penalty: 4607.052246
	Iteration 62Q: 3 clusters Score -1615126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1615127.750000 Penalty: 4607.052246
	Iteration 63Q: 3 clusters Score -1615128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1615127.375000 Penalty: 4607.052246
	Iteration 64Q: 3 clusters Score -1615127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1615127.375000 Penalty: 4607.052246
	Iteration 65F: 3 clusters Score -1615127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108874.882812 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -108874.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -109432.226562 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109432.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -109773.328125 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -109773.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -109954.296875 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -109954.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110140.703125 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -110140.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110243.929688 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110243.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110311.953125 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110383.984375 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110451.437500 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110451.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110505.968750 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -110539.593750 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -110544.929688 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110544.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -110546.976562 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -110547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -110551.695312 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -110551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -110556.890625 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -110556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110559.835938 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -110559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110560.968750 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -110561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110565.914062 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -110565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110569.070312 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -110569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110587.312500 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -110587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110591.945312 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -110591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110597.796875 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -110597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110600.664062 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -110600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110606.125000 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -110606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110606.125000 Penalty: 3376.187500
	Iteration 24F: 3 clusters Score -110606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102015 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71750 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96408 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7674 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 293 members 
Entering Unmasked Estep 
Score: -115059920.000000 Penalty: 161847.281250
Splitting cluster 25 changes total score from -115061512.000000 to -115059920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Entering Unmasked Estep 
Score: -4517063.500000 Penalty: 2558.735840
	Iteration 0F: 2 clusters Score -4517064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -4496422.000000 Penalty: 5117.471680
	Iteration 0F: 3 clusters Score -4496422 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4503667.500000 Penalty: 5117.471680
	Iteration 1F: 3 clusters Score -4503668 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -4504136.500000 Penalty: 5117.471680
	Iteration 2Q: 3 clusters Score -4504136 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4504610.000000 Penalty: 5117.471680
	Iteration 3Q: 3 clusters Score -4504610 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4505153.000000 Penalty: 5117.471680
	Iteration 4Q: 3 clusters Score -4505153 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4505843.500000 Penalty: 5117.471680
	Iteration 5Q: 3 clusters Score -4505844 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4506676.500000 Penalty: 5117.471680
	Iteration 6Q: 3 clusters Score -4506676 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4507644.000000 Penalty: 5117.471680
	Iteration 7F: 3 clusters Score -4507644 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4508798.000000 Penalty: 5117.471680
	Iteration 8F: 3 clusters Score -4508798 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4510063.500000 Penalty: 5117.471680
	Iteration 9F: 3 clusters Score -4510064 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -4511451.000000 Penalty: 5117.471680
	Iteration 10F: 3 clusters Score -4511451 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4512751.500000 Penalty: 5117.471680
	Iteration 11F: 3 clusters Score -4512752 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4513971.000000 Penalty: 5117.471680
	Iteration 12Q: 3 clusters Score -4513971 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4514868.500000 Penalty: 5117.471680
	Iteration 13Q: 3 clusters Score -4514868 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4515461.000000 Penalty: 5117.471680
	Iteration 14Q: 3 clusters Score -4515461 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4515796.000000 Penalty: 5117.471680
	Iteration 15Q: 3 clusters Score -4515796 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4515965.000000 Penalty: 5117.471680
	Iteration 16Q: 3 clusters Score -4515965 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4516074.500000 Penalty: 5117.471680
	Iteration 17Q: 3 clusters Score -4516074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4516147.000000 Penalty: 5117.471680
	Iteration 18Q: 3 clusters Score -4516147 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4516201.500000 Penalty: 5117.471680
	Iteration 19Q: 3 clusters Score -4516202 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4516217.500000 Penalty: 5117.471680
	Iteration 20F: 3 clusters Score -4516218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4516236.500000 Penalty: 5117.471680
	Iteration 21Q: 3 clusters Score -4516236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4516247.000000 Penalty: 5117.471680
	Iteration 22Q: 3 clusters Score -4516247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4516261.500000 Penalty: 5117.471680
	Iteration 23Q: 3 clusters Score -4516262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4516266.500000 Penalty: 5117.471680
	Iteration 24Q: 3 clusters Score -4516266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4516273.000000 Penalty: 5117.471680
	Iteration 25Q: 3 clusters Score -4516273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4516280.500000 Penalty: 5117.471680
	Iteration 26Q: 3 clusters Score -4516280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4516281.500000 Penalty: 5117.471680
	Iteration 27Q: 3 clusters Score -4516282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4516288.000000 Penalty: 5117.471680
	Iteration 28Q: 3 clusters Score -4516288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4516289.000000 Penalty: 5117.471680
	Iteration 29Q: 3 clusters Score -4516289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4516287.500000 Penalty: 5117.471680
	Iteration 30Q: 3 clusters Score -4516288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4516290.500000 Penalty: 5117.471680
	Iteration 31Q: 3 clusters Score -4516290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4516295.500000 Penalty: 5117.471680
	Iteration 32Q: 3 clusters Score -4516296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4516295.500000 Penalty: 5117.471680
	Iteration 33Q: 3 clusters Score -4516296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4516295.000000 Penalty: 5117.471680
	Iteration 34Q: 3 clusters Score -4516295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4516298.000000 Penalty: 5117.471680
	Iteration 35Q: 3 clusters Score -4516298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4516293.500000 Penalty: 5117.471680
	Iteration 36Q: 3 clusters Score -4516294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4516289.500000 Penalty: 5117.471680
	Iteration 37Q: 3 clusters Score -4516290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4516292.500000 Penalty: 5117.471680
	Iteration 38Q: 3 clusters Score -4516292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4516291.500000 Penalty: 5117.471680
	Iteration 39Q: 3 clusters Score -4516292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4516291.000000 Penalty: 5117.471680
	Iteration 40F: 3 clusters Score -4516291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4516296.000000 Penalty: 5117.471680
	Iteration 41Q: 3 clusters Score -4516296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4516292.000000 Penalty: 5117.471680
	Iteration 42Q: 3 clusters Score -4516292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4516298.000000 Penalty: 5117.471680
	Iteration 43Q: 3 clusters Score -4516298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4516302.000000 Penalty: 5117.471680
	Iteration 44Q: 3 clusters Score -4516302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4516303.500000 Penalty: 5117.471680
	Iteration 45Q: 3 clusters Score -4516304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4516303.500000 Penalty: 5117.471680
	Iteration 46Q: 3 clusters Score -4516304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4516302.500000 Penalty: 5117.471680
	Iteration 47Q: 3 clusters Score -4516302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4516301.000000 Penalty: 5117.471680
	Iteration 48Q: 3 clusters Score -4516301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -4516304.000000 Penalty: 5117.471680
	Iteration 49Q: 3 clusters Score -4516304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4516302.500000 Penalty: 5117.471680
	Iteration 50Q: 3 clusters Score -4516302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4516305.500000 Penalty: 5117.471680
	Iteration 51Q: 3 clusters Score -4516306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4516301.000000 Penalty: 5117.471680
	Iteration 52Q: 3 clusters Score -4516301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4516301.000000 Penalty: 5117.471680
	Iteration 53F: 3 clusters Score -4516301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Entering Unmasked Estep 
Score: -419361.062500 Penalty: 2002.203979
	Iteration 0F: 2 clusters Score -419361.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -416020.718750 Penalty: 4004.407959
	Iteration 0F: 3 clusters Score -416020.7 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -416985.437500 Penalty: 4004.407959
	Iteration 1F: 3 clusters Score -416985.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -417391.031250 Penalty: 4004.407959
	Iteration 2F: 3 clusters Score -417391 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -417704.500000 Penalty: 4004.407959
	Iteration 3F: 3 clusters Score -417704.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -417943.375000 Penalty: 4004.407959
	Iteration 4F: 3 clusters Score -417943.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -418117.000000 Penalty: 4004.407959
	Iteration 5Q: 3 clusters Score -418117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -418207.250000 Penalty: 4004.407959
	Iteration 6Q: 3 clusters Score -418207.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -418263.781250 Penalty: 4004.407959
	Iteration 7Q: 3 clusters Score -418263.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -418303.500000 Penalty: 4004.407959
	Iteration 8Q: 3 clusters Score -418303.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -418321.937500 Penalty: 4004.407959
	Iteration 9Q: 3 clusters Score -418321.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -418333.062500 Penalty: 4004.407959
	Iteration 10Q: 3 clusters Score -418333.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -418339.468750 Penalty: 4004.407959
	Iteration 11Q: 3 clusters Score -418339.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -418346.406250 Penalty: 4004.407959
	Iteration 12Q: 3 clusters Score -418346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -418350.437500 Penalty: 4004.407959
	Iteration 13Q: 3 clusters Score -418350.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -418352.281250 Penalty: 4004.407959
	Iteration 14Q: 3 clusters Score -418352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -418354.062500 Penalty: 4004.407959
	Iteration 15Q: 3 clusters Score -418354.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -418353.468750 Penalty: 4004.407959
	Iteration 16Q: 3 clusters Score -418353.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -418353.968750 Penalty: 4004.407959
	Iteration 17Q: 3 clusters Score -418354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -418353.968750 Penalty: 4004.407959
	Iteration 18F: 3 clusters Score -418354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Entering Unmasked Estep 
Score: -4605362.000000 Penalty: 2563.709961
	Iteration 0F: 2 clusters Score -4605362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -4584456.000000 Penalty: 5127.419922
	Iteration 0F: 3 clusters Score -4584456 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -4591907.500000 Penalty: 5127.419922
	Iteration 1F: 3 clusters Score -4591908 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4592422.000000 Penalty: 5127.419922
	Iteration 2Q: 3 clusters Score -4592422 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4592929.500000 Penalty: 5127.419922
	Iteration 3Q: 3 clusters Score -4592930 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4593522.000000 Penalty: 5127.419922
	Iteration 4Q: 3 clusters Score -4593522 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4594336.000000 Penalty: 5127.419922
	Iteration 5Q: 3 clusters Score -4594336 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4595331.000000 Penalty: 5127.419922
	Iteration 6F: 3 clusters Score -4595331 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -4596426.500000 Penalty: 5127.419922
	Iteration 7F: 3 clusters Score -4596426 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4597533.000000 Penalty: 5127.419922
	Iteration 8F: 3 clusters Score -4597533 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4598544.000000 Penalty: 5127.419922
	Iteration 9Q: 3 clusters Score -4598544 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4599551.000000 Penalty: 5127.419922
	Iteration 10Q: 3 clusters Score -4599551 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4600413.500000 Penalty: 5127.419922
	Iteration 11Q: 3 clusters Score -4600414 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -4601102.000000 Penalty: 5127.419922
	Iteration 12Q: 3 clusters Score -4601102 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -4601654.500000 Penalty: 5127.419922
	Iteration 13Q: 3 clusters Score -4601654 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4602021.000000 Penalty: 5127.419922
	Iteration 14Q: 3 clusters Score -4602021 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4602307.000000 Penalty: 5127.419922
	Iteration 15Q: 3 clusters Score -4602307 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4602527.000000 Penalty: 5127.419922
	Iteration 16Q: 3 clusters Score -4602527 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4602702.000000 Penalty: 5127.419922
	Iteration 17Q: 3 clusters Score -4602702 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4602834.500000 Penalty: 5127.419922
	Iteration 18Q: 3 clusters Score -4602834 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4602933.500000 Penalty: 5127.419922
	Iteration 19Q: 3 clusters Score -4602934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4603002.000000 Penalty: 5127.419922
	Iteration 20F: 3 clusters Score -4603002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4603041.500000 Penalty: 5127.419922
	Iteration 21Q: 3 clusters Score -4603042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4603084.000000 Penalty: 5127.419922
	Iteration 22Q: 3 clusters Score -4603084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4603109.500000 Penalty: 5127.419922
	Iteration 23Q: 3 clusters Score -4603110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4603148.000000 Penalty: 5127.419922
	Iteration 24Q: 3 clusters Score -4603148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4603160.500000 Penalty: 5127.419922
	Iteration 25Q: 3 clusters Score -4603160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4603165.000000 Penalty: 5127.419922
	Iteration 26Q: 3 clusters Score -4603165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4603175.000000 Penalty: 5127.419922
	Iteration 27Q: 3 clusters Score -4603175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4603181.500000 Penalty: 5127.419922
	Iteration 28Q: 3 clusters Score -4603182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4603192.500000 Penalty: 5127.419922
	Iteration 29Q: 3 clusters Score -4603192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4603193.500000 Penalty: 5127.419922
	Iteration 30Q: 3 clusters Score -4603194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4603197.000000 Penalty: 5127.419922
	Iteration 31Q: 3 clusters Score -4603197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4603201.000000 Penalty: 5127.419922
	Iteration 32Q: 3 clusters Score -4603201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4603200.500000 Penalty: 5127.419922
	Iteration 33Q: 3 clusters Score -4603200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4603200.000000 Penalty: 5127.419922
	Iteration 34Q: 3 clusters Score -4603200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4603200.000000 Penalty: 5127.419922
	Iteration 35F: 3 clusters Score -4603200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -212185.234375 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -212185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -209911.843750 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -209911.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -210257.187500 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -210257.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210367.828125 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -210367.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210437.093750 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -210437.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210493.578125 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -210493.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210515.765625 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -210515.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -210524.265625 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -210524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210535.406250 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -210535.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -210552.406250 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -210552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210566.437500 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -210566.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -210576.921875 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -210576.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210583.687500 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -210583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210592.531250 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -210592.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210599.203125 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -210599.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -210605.468750 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -210605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210609.453125 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -210609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210611.843750 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -210611.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210617.359375 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -210617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210624.687500 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -210624.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210632.171875 Penalty: 3617.336914
	Iteration 19Q: 3 clusters Score -210632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -210639.781250 Penalty: 3617.336914
	Iteration 20F: 3 clusters Score -210639.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210644.312500 Penalty: 3617.336914
	Iteration 21Q: 3 clusters Score -210644.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -210647.890625 Penalty: 3617.336914
	Iteration 22Q: 3 clusters Score -210647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210650.328125 Penalty: 3617.336914
	Iteration 23Q: 3 clusters Score -210650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -210651.781250 Penalty: 3617.336914
	Iteration 24Q: 3 clusters Score -210651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210651.953125 Penalty: 3617.336914
	Iteration 25Q: 3 clusters Score -210652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -210653.859375 Penalty: 3617.336914
	Iteration 26Q: 3 clusters Score -210653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210654.078125 Penalty: 3617.336914
	Iteration 27Q: 3 clusters Score -210654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210654.078125 Penalty: 3617.336914
	Iteration 28F: 3 clusters Score -210654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Entering Unmasked Estep 
Score: -1792506.125000 Penalty: 2329.214844
	Iteration 0F: 2 clusters Score -1792506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1783583.875000 Penalty: 4658.429688
	Iteration 0F: 3 clusters Score -1783584 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1786202.625000 Penalty: 4658.429688
	Iteration 1F: 3 clusters Score -1786203 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1786528.875000 Penalty: 4658.429688
	Iteration 2F: 3 clusters Score -1786529 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1786761.875000 Penalty: 4658.429688
	Iteration 3Q: 3 clusters Score -1786762 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1786969.125000 Penalty: 4658.429688
	Iteration 4Q: 3 clusters Score -1786969 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1787182.375000 Penalty: 4658.429688
	Iteration 5Q: 3 clusters Score -1787182 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1787422.250000 Penalty: 4658.429688
	Iteration 6Q: 3 clusters Score -1787422 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1787729.500000 Penalty: 4658.429688
	Iteration 7Q: 3 clusters Score -1787730 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1788100.125000 Penalty: 4658.429688
	Iteration 8Q: 3 clusters Score -1788100 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1788551.750000 Penalty: 4658.429688
	Iteration 9F: 3 clusters Score -1788552 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1789039.625000 Penalty: 4658.429688
	Iteration 10F: 3 clusters Score -1789040 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1789475.750000 Penalty: 4658.429688
	Iteration 11Q: 3 clusters Score -1789476 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1789848.500000 Penalty: 4658.429688
	Iteration 12Q: 3 clusters Score -1789848 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1790076.250000 Penalty: 4658.429688
	Iteration 13Q: 3 clusters Score -1790076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1790191.625000 Penalty: 4658.429688
	Iteration 14Q: 3 clusters Score -1790192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1790265.750000 Penalty: 4658.429688
	Iteration 15Q: 3 clusters Score -1790266 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1790318.625000 Penalty: 4658.429688
	Iteration 16Q: 3 clusters Score -1790319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1790348.750000 Penalty: 4658.429688
	Iteration 17Q: 3 clusters Score -1790349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1790369.875000 Penalty: 4658.429688
	Iteration 18Q: 3 clusters Score -1790370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1790393.000000 Penalty: 4658.429688
	Iteration 19Q: 3 clusters Score -1790393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1790409.500000 Penalty: 4658.429688
	Iteration 20F: 3 clusters Score -1790410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1790424.750000 Penalty: 4658.429688
	Iteration 21Q: 3 clusters Score -1790425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1790431.625000 Penalty: 4658.429688
	Iteration 22Q: 3 clusters Score -1790432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1790435.375000 Penalty: 4658.429688
	Iteration 23Q: 3 clusters Score -1790435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1790436.875000 Penalty: 4658.429688
	Iteration 24Q: 3 clusters Score -1790437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1790438.625000 Penalty: 4658.429688
	Iteration 25Q: 3 clusters Score -1790439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1790444.625000 Penalty: 4658.429688
	Iteration 26Q: 3 clusters Score -1790445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1790444.250000 Penalty: 4658.429688
	Iteration 27Q: 3 clusters Score -1790444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1790445.125000 Penalty: 4658.429688
	Iteration 28Q: 3 clusters Score -1790445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1790445.125000 Penalty: 4658.429688
	Iteration 29F: 3 clusters Score -1790445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19228.099609 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19228.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19661.076172 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19661.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19726.115234 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -19726.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -19775.113281 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -19775.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19779.875000 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19779.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -19779.875000 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -19779.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102015 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71750 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96408 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 147 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7674 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Mstep: Class 48 contains 52 members 
Entering Unmasked Estep 
Score: -115059344.000000 Penalty: 161847.281250
Splitting cluster 31 changes total score from -115061512.000000 to -115059344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -444239.968750 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -444240 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 1454 members 
Entering Unmasked Estep 
Score: -440964.968750 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -440965 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -441633.218750 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -441633.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -441797.031250 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -441797 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -441895.593750 Penalty: 3965.839355
	Iteration 3Q: 3 clusters Score -441895.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441963.125000 Penalty: 3965.839355
	Iteration 4Q: 3 clusters Score -441963.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -442018.031250 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -442018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -442057.218750 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -442057.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -442090.031250 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -442090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -442120.187500 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -442120.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -442145.062500 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -442145.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -442167.218750 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -442167.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -442180.250000 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -442180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -442192.187500 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -442192.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -442204.125000 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -442204.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -442221.656250 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -442221.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -442243.093750 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -442243.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -442271.562500 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -442271.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -442292.187500 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -442292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -442312.468750 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -442312.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -442325.812500 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -442325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -442345.062500 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -442345.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -442361.218750 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -442361.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -442378.218750 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -442378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -442392.875000 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -442392.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -442406.656250 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -442406.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -442421.156250 Penalty: 3965.839355
	Iteration 25Q: 3 clusters Score -442421.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -442430.406250 Penalty: 3965.839355
	Iteration 26Q: 3 clusters Score -442430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -442438.125000 Penalty: 3965.839355
	Iteration 27Q: 3 clusters Score -442438.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -442443.750000 Penalty: 3965.839355
	Iteration 28Q: 3 clusters Score -442443.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -442450.281250 Penalty: 3965.839355
	Iteration 29Q: 3 clusters Score -442450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -442457.781250 Penalty: 3965.839355
	Iteration 30Q: 3 clusters Score -442457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -442465.375000 Penalty: 3965.839355
	Iteration 31Q: 3 clusters Score -442465.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -442476.062500 Penalty: 3965.839355
	Iteration 32Q: 3 clusters Score -442476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -442482.906250 Penalty: 3965.839355
	Iteration 33Q: 3 clusters Score -442482.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -442488.281250 Penalty: 3965.839355
	Iteration 34Q: 3 clusters Score -442488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442495.406250 Penalty: 3965.839355
	Iteration 35Q: 3 clusters Score -442495.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -442502.406250 Penalty: 3965.839355
	Iteration 36Q: 3 clusters Score -442502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -442511.156250 Penalty: 3965.839355
	Iteration 37Q: 3 clusters Score -442511.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -442523.406250 Penalty: 3965.839355
	Iteration 38Q: 3 clusters Score -442523.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -442532.343750 Penalty: 3965.839355
	Iteration 39Q: 3 clusters Score -442532.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -442542.500000 Penalty: 3965.839355
	Iteration 40F: 3 clusters Score -442542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -442549.375000 Penalty: 3965.839355
	Iteration 41Q: 3 clusters Score -442549.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -442553.156250 Penalty: 3965.839355
	Iteration 42Q: 3 clusters Score -442553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -442554.718750 Penalty: 3965.839355
	Iteration 43Q: 3 clusters Score -442554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -442555.031250 Penalty: 3965.839355
	Iteration 44Q: 3 clusters Score -442555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -442555.500000 Penalty: 3965.839355
	Iteration 45Q: 3 clusters Score -442555.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -442557.312500 Penalty: 3965.839355
	Iteration 46Q: 3 clusters Score -442557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -442558.406250 Penalty: 3965.839355
	Iteration 47Q: 3 clusters Score -442558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -442559.656250 Penalty: 3965.839355
	Iteration 48Q: 3 clusters Score -442559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -442562.406250 Penalty: 3965.839355
	Iteration 49Q: 3 clusters Score -442562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -442563.500000 Penalty: 3965.839355
	Iteration 50Q: 3 clusters Score -442563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -442563.468750 Penalty: 3965.839355
	Iteration 51Q: 3 clusters Score -442563.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -442564.406250 Penalty: 3965.839355
	Iteration 52Q: 3 clusters Score -442564.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -442564.406250 Penalty: 3965.839355
	Iteration 53F: 3 clusters Score -442564.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Entering Unmasked Estep 
Score: -1574246.875000 Penalty: 2311.026855
	Iteration 0F: 2 clusters Score -1574247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1565922.125000 Penalty: 4622.053711
	Iteration 0F: 3 clusters Score -1565922 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1568618.250000 Penalty: 4622.053711
	Iteration 1F: 3 clusters Score -1568618 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1568994.750000 Penalty: 4622.053711
	Iteration 2F: 3 clusters Score -1568995 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1569297.250000 Penalty: 4622.053711
	Iteration 3F: 3 clusters Score -1569297 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1569636.500000 Penalty: 4622.053711
	Iteration 4Q: 3 clusters Score -1569636 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1570043.500000 Penalty: 4622.053711
	Iteration 5Q: 3 clusters Score -1570044 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1570501.500000 Penalty: 4622.053711
	Iteration 6F: 3 clusters Score -1570502 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1570906.250000 Penalty: 4622.053711
	Iteration 7F: 3 clusters Score -1570906 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1571232.750000 Penalty: 4622.053711
	Iteration 8Q: 3 clusters Score -1571233 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1571483.625000 Penalty: 4622.053711
	Iteration 9Q: 3 clusters Score -1571484 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1571724.250000 Penalty: 4622.053711
	Iteration 10Q: 3 clusters Score -1571724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1571968.000000 Penalty: 4622.053711
	Iteration 11Q: 3 clusters Score -1571968 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1572167.625000 Penalty: 4622.053711
	Iteration 12Q: 3 clusters Score -1572168 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1572311.875000 Penalty: 4622.053711
	Iteration 13Q: 3 clusters Score -1572312 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1572444.750000 Penalty: 4622.053711
	Iteration 14Q: 3 clusters Score -1572445 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1572542.750000 Penalty: 4622.053711
	Iteration 15Q: 3 clusters Score -1572543 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1572623.000000 Penalty: 4622.053711
	Iteration 16Q: 3 clusters Score -1572623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1572669.250000 Penalty: 4622.053711
	Iteration 17Q: 3 clusters Score -1572669 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1572718.625000 Penalty: 4622.053711
	Iteration 18Q: 3 clusters Score -1572719 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1572760.125000 Penalty: 4622.053711
	Iteration 19Q: 3 clusters Score -1572760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1572786.000000 Penalty: 4622.053711
	Iteration 20F: 3 clusters Score -1572786 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1572814.000000 Penalty: 4622.053711
	Iteration 21Q: 3 clusters Score -1572814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1572833.375000 Penalty: 4622.053711
	Iteration 22Q: 3 clusters Score -1572833 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1572854.500000 Penalty: 4622.053711
	Iteration 23Q: 3 clusters Score -1572854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1572862.875000 Penalty: 4622.053711
	Iteration 24Q: 3 clusters Score -1572863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1572873.500000 Penalty: 4622.053711
	Iteration 25Q: 3 clusters Score -1572874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1572880.875000 Penalty: 4622.053711
	Iteration 26Q: 3 clusters Score -1572881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1572884.875000 Penalty: 4622.053711
	Iteration 27Q: 3 clusters Score -1572885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1572887.375000 Penalty: 4622.053711
	Iteration 28Q: 3 clusters Score -1572887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1572889.000000 Penalty: 4622.053711
	Iteration 29Q: 3 clusters Score -1572889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1572889.625000 Penalty: 4622.053711
	Iteration 30Q: 3 clusters Score -1572890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1572890.750000 Penalty: 4622.053711
	Iteration 31Q: 3 clusters Score -1572891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1572890.750000 Penalty: 4622.053711
	Iteration 32Q: 3 clusters Score -1572891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1572887.375000 Penalty: 4622.053711
	Iteration 33Q: 3 clusters Score -1572887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1572889.000000 Penalty: 4622.053711
	Iteration 34Q: 3 clusters Score -1572889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1572891.125000 Penalty: 4622.053711
	Iteration 35Q: 3 clusters Score -1572891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1572892.375000 Penalty: 4622.053711
	Iteration 36Q: 3 clusters Score -1572892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1572891.125000 Penalty: 4622.053711
	Iteration 37Q: 3 clusters Score -1572891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1572894.875000 Penalty: 4622.053711
	Iteration 38Q: 3 clusters Score -1572895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1572894.375000 Penalty: 4622.053711
	Iteration 39Q: 3 clusters Score -1572894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1572896.625000 Penalty: 4622.053711
	Iteration 40F: 3 clusters Score -1572897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1572894.250000 Penalty: 4622.053711
	Iteration 41Q: 3 clusters Score -1572894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1572895.125000 Penalty: 4622.053711
	Iteration 42Q: 3 clusters Score -1572895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1572897.375000 Penalty: 4622.053711
	Iteration 43Q: 3 clusters Score -1572897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1572899.875000 Penalty: 4622.053711
	Iteration 44Q: 3 clusters Score -1572900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1572907.500000 Penalty: 4622.053711
	Iteration 45Q: 3 clusters Score -1572908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1572909.000000 Penalty: 4622.053711
	Iteration 46Q: 3 clusters Score -1572909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1572910.500000 Penalty: 4622.053711
	Iteration 47Q: 3 clusters Score -1572910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1572911.875000 Penalty: 4622.053711
	Iteration 48Q: 3 clusters Score -1572912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1572911.375000 Penalty: 4622.053711
	Iteration 49Q: 3 clusters Score -1572911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1572910.875000 Penalty: 4622.053711
	Iteration 50Q: 3 clusters Score -1572911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1572912.000000 Penalty: 4622.053711
	Iteration 51Q: 3 clusters Score -1572912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1572912.250000 Penalty: 4622.053711
	Iteration 52Q: 3 clusters Score -1572912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1572912.250000 Penalty: 4622.053711
	Iteration 53F: 3 clusters Score -1572912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Entering Unmasked Estep 
Score: -2537596.750000 Penalty: 2433.342773
	Iteration 0F: 2 clusters Score -2537597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2524627.750000 Penalty: 4866.685547
	Iteration 0F: 3 clusters Score -2524628 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2529427.500000 Penalty: 4866.685547
	Iteration 1F: 3 clusters Score -2529428 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2530400.500000 Penalty: 4866.685547
	Iteration 2F: 3 clusters Score -2530400 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2531377.000000 Penalty: 4866.685547
	Iteration 3F: 3 clusters Score -2531377 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2532392.750000 Penalty: 4866.685547
	Iteration 4F: 3 clusters Score -2532393 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2533232.250000 Penalty: 4866.685547
	Iteration 5F: 3 clusters Score -2533232 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2533760.500000 Penalty: 4866.685547
	Iteration 6F: 3 clusters Score -2533760 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2534147.750000 Penalty: 4866.685547
	Iteration 7Q: 3 clusters Score -2534148 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2534445.500000 Penalty: 4866.685547
	Iteration 8Q: 3 clusters Score -2534446 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2534691.500000 Penalty: 4866.685547
	Iteration 9Q: 3 clusters Score -2534692 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2534893.500000 Penalty: 4866.685547
	Iteration 10Q: 3 clusters Score -2534894 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2535117.750000 Penalty: 4866.685547
	Iteration 11Q: 3 clusters Score -2535118 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2535290.250000 Penalty: 4866.685547
	Iteration 12Q: 3 clusters Score -2535290 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2535471.750000 Penalty: 4866.685547
	Iteration 13Q: 3 clusters Score -2535472 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2535631.000000 Penalty: 4866.685547
	Iteration 14Q: 3 clusters Score -2535631 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2535759.500000 Penalty: 4866.685547
	Iteration 15Q: 3 clusters Score -2535760 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2535894.750000 Penalty: 4866.685547
	Iteration 16Q: 3 clusters Score -2535895 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2535989.750000 Penalty: 4866.685547
	Iteration 17Q: 3 clusters Score -2535990 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2536085.750000 Penalty: 4866.685547
	Iteration 18Q: 3 clusters Score -2536086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2536177.750000 Penalty: 4866.685547
	Iteration 19Q: 3 clusters Score -2536178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2536265.250000 Penalty: 4866.685547
	Iteration 20F: 3 clusters Score -2536265 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2536365.500000 Penalty: 4866.685547
	Iteration 21Q: 3 clusters Score -2536366 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2536433.500000 Penalty: 4866.685547
	Iteration 22Q: 3 clusters Score -2536434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2536489.250000 Penalty: 4866.685547
	Iteration 23Q: 3 clusters Score -2536489 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2536533.750000 Penalty: 4866.685547
	Iteration 24Q: 3 clusters Score -2536534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2536588.000000 Penalty: 4866.685547
	Iteration 25Q: 3 clusters Score -2536588 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -2536626.750000 Penalty: 4866.685547
	Iteration 26Q: 3 clusters Score -2536627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2536655.250000 Penalty: 4866.685547
	Iteration 27Q: 3 clusters Score -2536655 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2536687.500000 Penalty: 4866.685547
	Iteration 28Q: 3 clusters Score -2536688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2536703.500000 Penalty: 4866.685547
	Iteration 29Q: 3 clusters Score -2536704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2536727.000000 Penalty: 4866.685547
	Iteration 30Q: 3 clusters Score -2536727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2536740.500000 Penalty: 4866.685547
	Iteration 31Q: 3 clusters Score -2536740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2536760.500000 Penalty: 4866.685547
	Iteration 32Q: 3 clusters Score -2536760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2536769.000000 Penalty: 4866.685547
	Iteration 33Q: 3 clusters Score -2536769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2536771.750000 Penalty: 4866.685547
	Iteration 34Q: 3 clusters Score -2536772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2536774.750000 Penalty: 4866.685547
	Iteration 35Q: 3 clusters Score -2536775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2536777.000000 Penalty: 4866.685547
	Iteration 36Q: 3 clusters Score -2536777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2536782.250000 Penalty: 4866.685547
	Iteration 37Q: 3 clusters Score -2536782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2536787.500000 Penalty: 4866.685547
	Iteration 38Q: 3 clusters Score -2536788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2536796.500000 Penalty: 4866.685547
	Iteration 39Q: 3 clusters Score -2536796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2536804.000000 Penalty: 4866.685547
	Iteration 40F: 3 clusters Score -2536804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2536806.500000 Penalty: 4866.685547
	Iteration 41Q: 3 clusters Score -2536806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2536808.250000 Penalty: 4866.685547
	Iteration 42Q: 3 clusters Score -2536808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2536813.750000 Penalty: 4866.685547
	Iteration 43Q: 3 clusters Score -2536814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2536820.750000 Penalty: 4866.685547
	Iteration 44Q: 3 clusters Score -2536821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2536826.250000 Penalty: 4866.685547
	Iteration 45Q: 3 clusters Score -2536826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2536841.750000 Penalty: 4866.685547
	Iteration 46Q: 3 clusters Score -2536842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2536851.000000 Penalty: 4866.685547
	Iteration 47Q: 3 clusters Score -2536851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2536859.250000 Penalty: 4866.685547
	Iteration 48Q: 3 clusters Score -2536859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2536868.000000 Penalty: 4866.685547
	Iteration 49Q: 3 clusters Score -2536868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2536869.750000 Penalty: 4866.685547
	Iteration 50Q: 3 clusters Score -2536870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2536873.750000 Penalty: 4866.685547
	Iteration 51Q: 3 clusters Score -2536874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2536867.250000 Penalty: 4866.685547
	Iteration 52Q: 3 clusters Score -2536867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2536873.000000 Penalty: 4866.685547
	Iteration 53Q: 3 clusters Score -2536873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2536875.500000 Penalty: 4866.685547
	Iteration 54Q: 3 clusters Score -2536876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2536878.500000 Penalty: 4866.685547
	Iteration 55Q: 3 clusters Score -2536878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2536877.500000 Penalty: 4866.685547
	Iteration 56Q: 3 clusters Score -2536878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2536879.000000 Penalty: 4866.685547
	Iteration 57Q: 3 clusters Score -2536879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2536881.000000 Penalty: 4866.685547
	Iteration 58Q: 3 clusters Score -2536881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2536879.750000 Penalty: 4866.685547
	Iteration 59Q: 3 clusters Score -2536880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2536893.500000 Penalty: 4866.685547
	Iteration 60F: 3 clusters Score -2536894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2536904.500000 Penalty: 4866.685547
	Iteration 61Q: 3 clusters Score -2536904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2536914.000000 Penalty: 4866.685547
	Iteration 62Q: 3 clusters Score -2536914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2536916.250000 Penalty: 4866.685547
	Iteration 63Q: 3 clusters Score -2536916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2536937.750000 Penalty: 4866.685547
	Iteration 64Q: 3 clusters Score -2536938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2536945.500000 Penalty: 4866.685547
	Iteration 65Q: 3 clusters Score -2536946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2536962.000000 Penalty: 4866.685547
	Iteration 66Q: 3 clusters Score -2536962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2536975.750000 Penalty: 4866.685547
	Iteration 67Q: 3 clusters Score -2536976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2536993.250000 Penalty: 4866.685547
	Iteration 68Q: 3 clusters Score -2536993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2537010.250000 Penalty: 4866.685547
	Iteration 69Q: 3 clusters Score -2537010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2537028.250000 Penalty: 4866.685547
	Iteration 70Q: 3 clusters Score -2537028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2537051.250000 Penalty: 4866.685547
	Iteration 71Q: 3 clusters Score -2537051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2537058.500000 Penalty: 4866.685547
	Iteration 72Q: 3 clusters Score -2537058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2537066.750000 Penalty: 4866.685547
	Iteration 73Q: 3 clusters Score -2537067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2537084.750000 Penalty: 4866.685547
	Iteration 74Q: 3 clusters Score -2537085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2537095.000000 Penalty: 4866.685547
	Iteration 75Q: 3 clusters Score -2537095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2537097.750000 Penalty: 4866.685547
	Iteration 76Q: 3 clusters Score -2537098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2537102.000000 Penalty: 4866.685547
	Iteration 77Q: 3 clusters Score -2537102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2537104.250000 Penalty: 4866.685547
	Iteration 78Q: 3 clusters Score -2537104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2537110.000000 Penalty: 4866.685547
	Iteration 79Q: 3 clusters Score -2537110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2537111.500000 Penalty: 4866.685547
	Iteration 80F: 3 clusters Score -2537112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2537108.500000 Penalty: 4866.685547
	Iteration 81Q: 3 clusters Score -2537108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2537111.000000 Penalty: 4866.685547
	Iteration 82Q: 3 clusters Score -2537111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2537112.250000 Penalty: 4866.685547
	Iteration 83Q: 3 clusters Score -2537112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2537117.250000 Penalty: 4866.685547
	Iteration 84Q: 3 clusters Score -2537117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2537116.000000 Penalty: 4866.685547
	Iteration 85Q: 3 clusters Score -2537116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2537117.000000 Penalty: 4866.685547
	Iteration 86Q: 3 clusters Score -2537117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2537120.000000 Penalty: 4866.685547
	Iteration 87Q: 3 clusters Score -2537120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2537118.250000 Penalty: 4866.685547
	Iteration 88Q: 3 clusters Score -2537118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2537117.750000 Penalty: 4866.685547
	Iteration 89Q: 3 clusters Score -2537118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2537115.000000 Penalty: 4866.685547
	Iteration 90Q: 3 clusters Score -2537115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2537117.500000 Penalty: 4866.685547
	Iteration 91Q: 3 clusters Score -2537118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2537115.750000 Penalty: 4866.685547
	Iteration 92Q: 3 clusters Score -2537116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2537115.750000 Penalty: 4866.685547
	Iteration 93F: 3 clusters Score -2537116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -218889.375000 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -218889.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216579.250000 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -216579.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216981.453125 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -216981.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217151.156250 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -217151.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217243.781250 Penalty: 3642.339355
	Iteration 3F: 3 clusters Score -217243.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217322.234375 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -217322.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -217382.906250 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -217382.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -217421.625000 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -217421.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -217463.265625 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -217463.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -217512.656250 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -217512.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -217544.609375 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -217544.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -217576.187500 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -217576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -217605.281250 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -217605.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -217627.640625 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -217627.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -217646.156250 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -217646.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -217664.890625 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -217664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -217684.765625 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -217684.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -217710.515625 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -217710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -217729.984375 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -217730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -217752.390625 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -217752.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217759.937500 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -217759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217761.281250 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -217761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217763.953125 Penalty: 3642.339355
	Iteration 21Q: 3 clusters Score -217764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -217766.656250 Penalty: 3642.339355
	Iteration 22Q: 3 clusters Score -217766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -217769.187500 Penalty: 3642.339355
	Iteration 23Q: 3 clusters Score -217769.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217772.390625 Penalty: 3642.339355
	Iteration 24Q: 3 clusters Score -217772.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217773.265625 Penalty: 3642.339355
	Iteration 25Q: 3 clusters Score -217773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -217773.265625 Penalty: 3642.339355
	Iteration 26F: 3 clusters Score -217773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -48090.445312 Penalty: 1480.872925
	Iteration 0F: 2 clusters Score -48090.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46744.398438 Penalty: 2961.745850
	Iteration 0F: 3 clusters Score -46744.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46960.917969 Penalty: 2961.745850
	Iteration 1F: 3 clusters Score -46960.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47149.445312 Penalty: 2961.745850
	Iteration 2F: 3 clusters Score -47149.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -47287.886719 Penalty: 2961.745850
	Iteration 3F: 3 clusters Score -47287.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47385.992188 Penalty: 2961.745850
	Iteration 4Q: 3 clusters Score -47385.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -47407.324219 Penalty: 2961.745850
	Iteration 5Q: 3 clusters Score -47407.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -47439.015625 Penalty: 2961.745850
	Iteration 6Q: 3 clusters Score -47439.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47449.578125 Penalty: 2961.745850
	Iteration 7Q: 3 clusters Score -47449.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -47449.578125 Penalty: 2961.745850
	Iteration 8F: 3 clusters Score -47449.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Entering Unmasked Estep 
Score: -1916287.625000 Penalty: 2347.853271
	Iteration 0F: 2 clusters Score -1916288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1906763.625000 Penalty: 4695.706543
	Iteration 0F: 3 clusters Score -1906764 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1909823.875000 Penalty: 4695.706543
	Iteration 1F: 3 clusters Score -1909824 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1910190.875000 Penalty: 4695.706543
	Iteration 2F: 3 clusters Score -1910191 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1910552.375000 Penalty: 4695.706543
	Iteration 3F: 3 clusters Score -1910552 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1910967.000000 Penalty: 4695.706543
	Iteration 4F: 3 clusters Score -1910967 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1911399.500000 Penalty: 4695.706543
	Iteration 5F: 3 clusters Score -1911400 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1911804.375000 Penalty: 4695.706543
	Iteration 6F: 3 clusters Score -1911804 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1912151.250000 Penalty: 4695.706543
	Iteration 7Q: 3 clusters Score -1912151 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1912435.625000 Penalty: 4695.706543
	Iteration 8Q: 3 clusters Score -1912436 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1912680.500000 Penalty: 4695.706543
	Iteration 9Q: 3 clusters Score -1912680 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1912905.375000 Penalty: 4695.706543
	Iteration 10Q: 3 clusters Score -1912905 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1913137.125000 Penalty: 4695.706543
	Iteration 11Q: 3 clusters Score -1913137 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1913408.125000 Penalty: 4695.706543
	Iteration 12Q: 3 clusters Score -1913408 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1913615.000000 Penalty: 4695.706543
	Iteration 13Q: 3 clusters Score -1913615 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1913809.875000 Penalty: 4695.706543
	Iteration 14Q: 3 clusters Score -1913810 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1913997.500000 Penalty: 4695.706543
	Iteration 15Q: 3 clusters Score -1913998 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1914134.625000 Penalty: 4695.706543
	Iteration 16Q: 3 clusters Score -1914135 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1914247.875000 Penalty: 4695.706543
	Iteration 17Q: 3 clusters Score -1914248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1914343.500000 Penalty: 4695.706543
	Iteration 18Q: 3 clusters Score -1914344 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1914422.625000 Penalty: 4695.706543
	Iteration 19Q: 3 clusters Score -1914423 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1914484.125000 Penalty: 4695.706543
	Iteration 20F: 3 clusters Score -1914484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1914536.125000 Penalty: 4695.706543
	Iteration 21Q: 3 clusters Score -1914536 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1914574.750000 Penalty: 4695.706543
	Iteration 22Q: 3 clusters Score -1914575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1914593.000000 Penalty: 4695.706543
	Iteration 23Q: 3 clusters Score -1914593 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1914612.500000 Penalty: 4695.706543
	Iteration 24Q: 3 clusters Score -1914612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1914612.250000 Penalty: 4695.706543
	Iteration 25Q: 3 clusters Score -1914612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1914627.750000 Penalty: 4695.706543
	Iteration 26Q: 3 clusters Score -1914628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1914636.500000 Penalty: 4695.706543
	Iteration 27Q: 3 clusters Score -1914636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1914646.000000 Penalty: 4695.706543
	Iteration 28Q: 3 clusters Score -1914646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1914648.625000 Penalty: 4695.706543
	Iteration 29Q: 3 clusters Score -1914649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1914655.375000 Penalty: 4695.706543
	Iteration 30Q: 3 clusters Score -1914655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1914654.500000 Penalty: 4695.706543
	Iteration 31Q: 3 clusters Score -1914654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1914655.125000 Penalty: 4695.706543
	Iteration 32Q: 3 clusters Score -1914655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1914666.250000 Penalty: 4695.706543
	Iteration 33Q: 3 clusters Score -1914666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1914661.750000 Penalty: 4695.706543
	Iteration 34Q: 3 clusters Score -1914662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1914659.500000 Penalty: 4695.706543
	Iteration 35Q: 3 clusters Score -1914660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1914663.875000 Penalty: 4695.706543
	Iteration 36Q: 3 clusters Score -1914664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1914664.125000 Penalty: 4695.706543
	Iteration 37Q: 3 clusters Score -1914664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1914662.000000 Penalty: 4695.706543
	Iteration 38Q: 3 clusters Score -1914662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1914666.875000 Penalty: 4695.706543
	Iteration 39Q: 3 clusters Score -1914667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1914668.000000 Penalty: 4695.706543
	Iteration 40F: 3 clusters Score -1914668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1914668.125000 Penalty: 4695.706543
	Iteration 41Q: 3 clusters Score -1914668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1914669.625000 Penalty: 4695.706543
	Iteration 42Q: 3 clusters Score -1914670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1914670.625000 Penalty: 4695.706543
	Iteration 43Q: 3 clusters Score -1914671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1914671.500000 Penalty: 4695.706543
	Iteration 44Q: 3 clusters Score -1914672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1914672.250000 Penalty: 4695.706543
	Iteration 45Q: 3 clusters Score -1914672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1914672.250000 Penalty: 4695.706543
	Iteration 46F: 3 clusters Score -1914672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -875992.875000 Penalty: 2158.840088
	Iteration 0F: 2 clusters Score -875992.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -870823.500000 Penalty: 4317.680176
	Iteration 0F: 3 clusters Score -870823.5 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -872240.187500 Penalty: 4317.680176
	Iteration 1F: 3 clusters Score -872240.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -872571.437500 Penalty: 4317.680176
	Iteration 2F: 3 clusters Score -872571.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -872868.625000 Penalty: 4317.680176
	Iteration 3F: 3 clusters Score -872868.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -873126.437500 Penalty: 4317.680176
	Iteration 4F: 3 clusters Score -873126.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -873371.125000 Penalty: 4317.680176
	Iteration 5F: 3 clusters Score -873371.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -873613.562500 Penalty: 4317.680176
	Iteration 6F: 3 clusters Score -873613.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -873800.437500 Penalty: 4317.680176
	Iteration 7Q: 3 clusters Score -873800.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -873916.062500 Penalty: 4317.680176
	Iteration 8Q: 3 clusters Score -873916.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -873982.000000 Penalty: 4317.680176
	Iteration 9Q: 3 clusters Score -873982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -874021.125000 Penalty: 4317.680176
	Iteration 10Q: 3 clusters Score -874021.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -874058.875000 Penalty: 4317.680176
	Iteration 11Q: 3 clusters Score -874058.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -874082.125000 Penalty: 4317.680176
	Iteration 12Q: 3 clusters Score -874082.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -874101.437500 Penalty: 4317.680176
	Iteration 13Q: 3 clusters Score -874101.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -874112.875000 Penalty: 4317.680176
	Iteration 14Q: 3 clusters Score -874112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -874123.625000 Penalty: 4317.680176
	Iteration 15Q: 3 clusters Score -874123.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -874130.187500 Penalty: 4317.680176
	Iteration 16Q: 3 clusters Score -874130.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -874138.312500 Penalty: 4317.680176
	Iteration 17Q: 3 clusters Score -874138.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -874146.062500 Penalty: 4317.680176
	Iteration 18Q: 3 clusters Score -874146.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -874149.000000 Penalty: 4317.680176
	Iteration 19Q: 3 clusters Score -874149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -874153.750000 Penalty: 4317.680176
	Iteration 20F: 3 clusters Score -874153.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -874158.187500 Penalty: 4317.680176
	Iteration 21Q: 3 clusters Score -874158.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -874160.750000 Penalty: 4317.680176
	Iteration 22Q: 3 clusters Score -874160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -874161.812500 Penalty: 4317.680176
	Iteration 23Q: 3 clusters Score -874161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -874162.875000 Penalty: 4317.680176
	Iteration 24Q: 3 clusters Score -874162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -874165.312500 Penalty: 4317.680176
	Iteration 25Q: 3 clusters Score -874165.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -874166.625000 Penalty: 4317.680176
	Iteration 26Q: 3 clusters Score -874166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -874169.875000 Penalty: 4317.680176
	Iteration 27Q: 3 clusters Score -874169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -874172.125000 Penalty: 4317.680176
	Iteration 28Q: 3 clusters Score -874172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -874172.437500 Penalty: 4317.680176
	Iteration 29Q: 3 clusters Score -874172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -874174.000000 Penalty: 4317.680176
	Iteration 30Q: 3 clusters Score -874174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -874175.187500 Penalty: 4317.680176
	Iteration 31Q: 3 clusters Score -874175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -874177.312500 Penalty: 4317.680176
	Iteration 32Q: 3 clusters Score -874177.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -874179.375000 Penalty: 4317.680176
	Iteration 33Q: 3 clusters Score -874179.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -874181.750000 Penalty: 4317.680176
	Iteration 34Q: 3 clusters Score -874181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -874185.250000 Penalty: 4317.680176
	Iteration 35Q: 3 clusters Score -874185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -874188.875000 Penalty: 4317.680176
	Iteration 36Q: 3 clusters Score -874188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -874191.937500 Penalty: 4317.680176
	Iteration 37Q: 3 clusters Score -874191.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -874196.750000 Penalty: 4317.680176
	Iteration 38Q: 3 clusters Score -874196.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -874204.125000 Penalty: 4317.680176
	Iteration 39Q: 3 clusters Score -874204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -874208.312500 Penalty: 4317.680176
	Iteration 40F: 3 clusters Score -874208.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -874213.750000 Penalty: 4317.680176
	Iteration 41Q: 3 clusters Score -874213.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -874221.687500 Penalty: 4317.680176
	Iteration 42Q: 3 clusters Score -874221.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -874224.562500 Penalty: 4317.680176
	Iteration 43Q: 3 clusters Score -874224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -874227.875000 Penalty: 4317.680176
	Iteration 44Q: 3 clusters Score -874227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -874229.437500 Penalty: 4317.680176
	Iteration 45Q: 3 clusters Score -874229.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -874232.375000 Penalty: 4317.680176
	Iteration 46Q: 3 clusters Score -874232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -874233.250000 Penalty: 4317.680176
	Iteration 47Q: 3 clusters Score -874233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -874235.125000 Penalty: 4317.680176
	Iteration 48Q: 3 clusters Score -874235.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -874236.375000 Penalty: 4317.680176
	Iteration 49Q: 3 clusters Score -874236.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -874238.875000 Penalty: 4317.680176
	Iteration 50Q: 3 clusters Score -874238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -874240.812500 Penalty: 4317.680176
	Iteration 51Q: 3 clusters Score -874240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -874243.875000 Penalty: 4317.680176
	Iteration 52Q: 3 clusters Score -874243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -874244.312500 Penalty: 4317.680176
	Iteration 53Q: 3 clusters Score -874244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -874244.437500 Penalty: 4317.680176
	Iteration 54Q: 3 clusters Score -874244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -874246.000000 Penalty: 4317.680176
	Iteration 55Q: 3 clusters Score -874246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -874246.000000 Penalty: 4317.680176
	Iteration 56Q: 3 clusters Score -874246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -874246.812500 Penalty: 4317.680176
	Iteration 57Q: 3 clusters Score -874246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -874245.937500 Penalty: 4317.680176
	Iteration 58Q: 3 clusters Score -874245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -874245.937500 Penalty: 4317.680176
	Iteration 59F: 3 clusters Score -874245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -1471517.500000 Penalty: 2279.533447
	Iteration 0F: 2 clusters Score -1471518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1463970.625000 Penalty: 4559.066895
	Iteration 0F: 3 clusters Score -1463971 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1466117.750000 Penalty: 4559.066895
	Iteration 1F: 3 clusters Score -1466118 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1466426.500000 Penalty: 4559.066895
	Iteration 2F: 3 clusters Score -1466426 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1466607.625000 Penalty: 4559.066895
	Iteration 3F: 3 clusters Score -1466608 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1466734.125000 Penalty: 4559.066895
	Iteration 4Q: 3 clusters Score -1466734 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1466836.625000 Penalty: 4559.066895
	Iteration 5Q: 3 clusters Score -1466837 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1466926.000000 Penalty: 4559.066895
	Iteration 6Q: 3 clusters Score -1466926 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1466990.000000 Penalty: 4559.066895
	Iteration 7Q: 3 clusters Score -1466990 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1467038.000000 Penalty: 4559.066895
	Iteration 8Q: 3 clusters Score -1467038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1467081.250000 Penalty: 4559.066895
	Iteration 9Q: 3 clusters Score -1467081 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1467124.750000 Penalty: 4559.066895
	Iteration 10Q: 3 clusters Score -1467125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1467163.250000 Penalty: 4559.066895
	Iteration 11Q: 3 clusters Score -1467163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1467191.625000 Penalty: 4559.066895
	Iteration 12Q: 3 clusters Score -1467192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1467216.000000 Penalty: 4559.066895
	Iteration 13Q: 3 clusters Score -1467216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1467242.750000 Penalty: 4559.066895
	Iteration 14Q: 3 clusters Score -1467243 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1467267.250000 Penalty: 4559.066895
	Iteration 15Q: 3 clusters Score -1467267 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1467296.500000 Penalty: 4559.066895
	Iteration 16Q: 3 clusters Score -1467296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1467322.500000 Penalty: 4559.066895
	Iteration 17Q: 3 clusters Score -1467322 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1467363.125000 Penalty: 4559.066895
	Iteration 18Q: 3 clusters Score -1467363 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1467408.000000 Penalty: 4559.066895
	Iteration 19Q: 3 clusters Score -1467408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1467449.750000 Penalty: 4559.066895
	Iteration 20F: 3 clusters Score -1467450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1467490.750000 Penalty: 4559.066895
	Iteration 21Q: 3 clusters Score -1467491 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1467544.750000 Penalty: 4559.066895
	Iteration 22Q: 3 clusters Score -1467545 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1467608.625000 Penalty: 4559.066895
	Iteration 23Q: 3 clusters Score -1467609 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1467681.875000 Penalty: 4559.066895
	Iteration 24Q: 3 clusters Score -1467682 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1467780.125000 Penalty: 4559.066895
	Iteration 25Q: 3 clusters Score -1467780 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1467902.625000 Penalty: 4559.066895
	Iteration 26Q: 3 clusters Score -1467903 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1468062.625000 Penalty: 4559.066895
	Iteration 27Q: 3 clusters Score -1468063 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1468266.250000 Penalty: 4559.066895
	Iteration 28Q: 3 clusters Score -1468266 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1468502.250000 Penalty: 4559.066895
	Iteration 29Q: 3 clusters Score -1468502 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1468738.625000 Penalty: 4559.066895
	Iteration 30Q: 3 clusters Score -1468739 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1468945.750000 Penalty: 4559.066895
	Iteration 31Q: 3 clusters Score -1468946 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1469114.750000 Penalty: 4559.066895
	Iteration 32Q: 3 clusters Score -1469115 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1469247.750000 Penalty: 4559.066895
	Iteration 33Q: 3 clusters Score -1469248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1469346.500000 Penalty: 4559.066895
	Iteration 34Q: 3 clusters Score -1469346 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1469429.500000 Penalty: 4559.066895
	Iteration 35Q: 3 clusters Score -1469430 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1469479.375000 Penalty: 4559.066895
	Iteration 36Q: 3 clusters Score -1469479 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1469514.500000 Penalty: 4559.066895
	Iteration 37Q: 3 clusters Score -1469514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1469541.125000 Penalty: 4559.066895
	Iteration 38Q: 3 clusters Score -1469541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1469561.625000 Penalty: 4559.066895
	Iteration 39Q: 3 clusters Score -1469562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1469580.125000 Penalty: 4559.066895
	Iteration 40F: 3 clusters Score -1469580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1469589.375000 Penalty: 4559.066895
	Iteration 41Q: 3 clusters Score -1469589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1469597.625000 Penalty: 4559.066895
	Iteration 42Q: 3 clusters Score -1469598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1469599.750000 Penalty: 4559.066895
	Iteration 43Q: 3 clusters Score -1469600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1469605.875000 Penalty: 4559.066895
	Iteration 44Q: 3 clusters Score -1469606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1469609.375000 Penalty: 4559.066895
	Iteration 45Q: 3 clusters Score -1469609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1469613.500000 Penalty: 4559.066895
	Iteration 46Q: 3 clusters Score -1469614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1469617.875000 Penalty: 4559.066895
	Iteration 47Q: 3 clusters Score -1469618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1469623.125000 Penalty: 4559.066895
	Iteration 48Q: 3 clusters Score -1469623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1469624.500000 Penalty: 4559.066895
	Iteration 49Q: 3 clusters Score -1469624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1469624.000000 Penalty: 4559.066895
	Iteration 50Q: 3 clusters Score -1469624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1469624.000000 Penalty: 4559.066895
	Iteration 51F: 3 clusters Score -1469624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -105598.367188 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -105598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -103942.531250 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -103942.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -104507.742188 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -104507.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104723.000000 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -104723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104828.226562 Penalty: 3379.468506
	Iteration 3F: 3 clusters Score -104828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104915.453125 Penalty: 3379.468506
	Iteration 4Q: 3 clusters Score -104915.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104990.312500 Penalty: 3379.468506
	Iteration 5Q: 3 clusters Score -104990.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -105033.593750 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -105033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105051.914062 Penalty: 3379.468506
	Iteration 7Q: 3 clusters Score -105051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105058.023438 Penalty: 3379.468506
	Iteration 8Q: 3 clusters Score -105058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105060.726562 Penalty: 3379.468506
	Iteration 9Q: 3 clusters Score -105060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105061.343750 Penalty: 3379.468506
	Iteration 10Q: 3 clusters Score -105061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105061.343750 Penalty: 3379.468506
	Iteration 11F: 3 clusters Score -105061.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Entering Unmasked Estep 
Score: -1013123.875000 Penalty: 2218.507080
	Iteration 0F: 2 clusters Score -1013124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1006852.250000 Penalty: 4437.014160
	Iteration 0F: 3 clusters Score -1006852 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1008658.562500 Penalty: 4437.014160
	Iteration 1F: 3 clusters Score -1008659 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1009154.875000 Penalty: 4437.014160
	Iteration 2F: 3 clusters Score -1009155 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1009539.375000 Penalty: 4437.014160
	Iteration 3F: 3 clusters Score -1009539 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1009841.000000 Penalty: 4437.014160
	Iteration 4F: 3 clusters Score -1009841 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1010101.000000 Penalty: 4437.014160
	Iteration 5F: 3 clusters Score -1010101 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1010285.937500 Penalty: 4437.014160
	Iteration 6Q: 3 clusters Score -1010286 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1010423.125000 Penalty: 4437.014160
	Iteration 7Q: 3 clusters Score -1010423 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1010548.562500 Penalty: 4437.014160
	Iteration 8Q: 3 clusters Score -1010549 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1010653.000000 Penalty: 4437.014160
	Iteration 9Q: 3 clusters Score -1010653 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1010739.062500 Penalty: 4437.014160
	Iteration 10Q: 3 clusters Score -1010739 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1010804.812500 Penalty: 4437.014160
	Iteration 11Q: 3 clusters Score -1010805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1010852.000000 Penalty: 4437.014160
	Iteration 12Q: 3 clusters Score -1010852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1010886.625000 Penalty: 4437.014160
	Iteration 13Q: 3 clusters Score -1010887 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1010915.312500 Penalty: 4437.014160
	Iteration 14Q: 3 clusters Score -1010915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1010932.937500 Penalty: 4437.014160
	Iteration 15Q: 3 clusters Score -1010933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1010947.500000 Penalty: 4437.014160
	Iteration 16Q: 3 clusters Score -1010948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1010961.812500 Penalty: 4437.014160
	Iteration 17Q: 3 clusters Score -1010962 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1010973.250000 Penalty: 4437.014160
	Iteration 18Q: 3 clusters Score -1010973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1010981.500000 Penalty: 4437.014160
	Iteration 19Q: 3 clusters Score -1010982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1010988.312500 Penalty: 4437.014160
	Iteration 20F: 3 clusters Score -1010988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1010995.937500 Penalty: 4437.014160
	Iteration 21Q: 3 clusters Score -1010996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1011001.625000 Penalty: 4437.014160
	Iteration 22Q: 3 clusters Score -1011002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1011008.625000 Penalty: 4437.014160
	Iteration 23Q: 3 clusters Score -1011009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1011017.750000 Penalty: 4437.014160
	Iteration 24Q: 3 clusters Score -1011018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1011025.875000 Penalty: 4437.014160
	Iteration 25Q: 3 clusters Score -1011026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1011031.562500 Penalty: 4437.014160
	Iteration 26Q: 3 clusters Score -1011032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1011039.125000 Penalty: 4437.014160
	Iteration 27Q: 3 clusters Score -1011039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1011043.937500 Penalty: 4437.014160
	Iteration 28Q: 3 clusters Score -1011044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1011048.437500 Penalty: 4437.014160
	Iteration 29Q: 3 clusters Score -1011048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1011052.812500 Penalty: 4437.014160
	Iteration 30Q: 3 clusters Score -1011053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1011054.250000 Penalty: 4437.014160
	Iteration 31Q: 3 clusters Score -1011054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1011057.500000 Penalty: 4437.014160
	Iteration 32Q: 3 clusters Score -1011058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1011059.437500 Penalty: 4437.014160
	Iteration 33Q: 3 clusters Score -1011059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1011061.562500 Penalty: 4437.014160
	Iteration 34Q: 3 clusters Score -1011062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1011062.562500 Penalty: 4437.014160
	Iteration 35Q: 3 clusters Score -1011063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1011069.437500 Penalty: 4437.014160
	Iteration 36Q: 3 clusters Score -1011069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1011074.250000 Penalty: 4437.014160
	Iteration 37Q: 3 clusters Score -1011074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1011078.250000 Penalty: 4437.014160
	Iteration 38Q: 3 clusters Score -1011078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1011079.500000 Penalty: 4437.014160
	Iteration 39Q: 3 clusters Score -1011080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1011082.562500 Penalty: 4437.014160
	Iteration 40F: 3 clusters Score -1011083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1011083.625000 Penalty: 4437.014160
	Iteration 41Q: 3 clusters Score -1011084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1011086.875000 Penalty: 4437.014160
	Iteration 42Q: 3 clusters Score -1011087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1011089.437500 Penalty: 4437.014160
	Iteration 43Q: 3 clusters Score -1011089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1011091.625000 Penalty: 4437.014160
	Iteration 44Q: 3 clusters Score -1011092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1011096.375000 Penalty: 4437.014160
	Iteration 45Q: 3 clusters Score -1011096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1011097.000000 Penalty: 4437.014160
	Iteration 46Q: 3 clusters Score -1011097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1011101.062500 Penalty: 4437.014160
	Iteration 47Q: 3 clusters Score -1011101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1011104.250000 Penalty: 4437.014160
	Iteration 48Q: 3 clusters Score -1011104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1011104.937500 Penalty: 4437.014160
	Iteration 49Q: 3 clusters Score -1011105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1011108.875000 Penalty: 4437.014160
	Iteration 50Q: 3 clusters Score -1011109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1011110.125000 Penalty: 4437.014160
	Iteration 51Q: 3 clusters Score -1011110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1011112.062500 Penalty: 4437.014160
	Iteration 52Q: 3 clusters Score -1011112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1011119.500000 Penalty: 4437.014160
	Iteration 53Q: 3 clusters Score -1011120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1011123.312500 Penalty: 4437.014160
	Iteration 54Q: 3 clusters Score -1011123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1011125.250000 Penalty: 4437.014160
	Iteration 55Q: 3 clusters Score -1011125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1011128.500000 Penalty: 4437.014160
	Iteration 56Q: 3 clusters Score -1011128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1011133.000000 Penalty: 4437.014160
	Iteration 57Q: 3 clusters Score -1011133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1011136.125000 Penalty: 4437.014160
	Iteration 58Q: 3 clusters Score -1011136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1011137.312500 Penalty: 4437.014160
	Iteration 59Q: 3 clusters Score -1011137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1011141.062500 Penalty: 4437.014160
	Iteration 60F: 3 clusters Score -1011141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1011143.375000 Penalty: 4437.014160
	Iteration 61Q: 3 clusters Score -1011143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1011145.875000 Penalty: 4437.014160
	Iteration 62Q: 3 clusters Score -1011146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1011147.312500 Penalty: 4437.014160
	Iteration 63Q: 3 clusters Score -1011147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1011153.750000 Penalty: 4437.014160
	Iteration 64Q: 3 clusters Score -1011154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1011157.187500 Penalty: 4437.014160
	Iteration 65Q: 3 clusters Score -1011157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1011157.750000 Penalty: 4437.014160
	Iteration 66Q: 3 clusters Score -1011158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1011159.375000 Penalty: 4437.014160
	Iteration 67Q: 3 clusters Score -1011159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1011163.062500 Penalty: 4437.014160
	Iteration 68Q: 3 clusters Score -1011163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1011163.437500 Penalty: 4437.014160
	Iteration 69Q: 3 clusters Score -1011163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1011162.812500 Penalty: 4437.014160
	Iteration 70Q: 3 clusters Score -1011163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1011166.750000 Penalty: 4437.014160
	Iteration 71Q: 3 clusters Score -1011167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1011169.125000 Penalty: 4437.014160
	Iteration 72Q: 3 clusters Score -1011169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1011173.812500 Penalty: 4437.014160
	Iteration 73Q: 3 clusters Score -1011174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1011175.500000 Penalty: 4437.014160
	Iteration 74Q: 3 clusters Score -1011176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1011179.562500 Penalty: 4437.014160
	Iteration 75Q: 3 clusters Score -1011180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1011183.375000 Penalty: 4437.014160
	Iteration 76Q: 3 clusters Score -1011183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1011186.187500 Penalty: 4437.014160
	Iteration 77Q: 3 clusters Score -1011186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1011194.687500 Penalty: 4437.014160
	Iteration 78Q: 3 clusters Score -1011195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1011199.812500 Penalty: 4437.014160
	Iteration 79Q: 3 clusters Score -1011200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1011205.937500 Penalty: 4437.014160
	Iteration 80F: 3 clusters Score -1011206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1011207.875000 Penalty: 4437.014160
	Iteration 81Q: 3 clusters Score -1011208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1011210.375000 Penalty: 4437.014160
	Iteration 82Q: 3 clusters Score -1011210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1011213.625000 Penalty: 4437.014160
	Iteration 83Q: 3 clusters Score -1011214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1011216.500000 Penalty: 4437.014160
	Iteration 84Q: 3 clusters Score -1011216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1011223.125000 Penalty: 4437.014160
	Iteration 85Q: 3 clusters Score -1011223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1011223.000000 Penalty: 4437.014160
	Iteration 86Q: 3 clusters Score -1011223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1011228.125000 Penalty: 4437.014160
	Iteration 87Q: 3 clusters Score -1011228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1011227.875000 Penalty: 4437.014160
	Iteration 88Q: 3 clusters Score -1011228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1011229.062500 Penalty: 4437.014160
	Iteration 89Q: 3 clusters Score -1011229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1011230.062500 Penalty: 4437.014160
	Iteration 90Q: 3 clusters Score -1011230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1011231.750000 Penalty: 4437.014160
	Iteration 91Q: 3 clusters Score -1011232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1011232.187500 Penalty: 4437.014160
	Iteration 92Q: 3 clusters Score -1011232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1011233.562500 Penalty: 4437.014160
	Iteration 93Q: 3 clusters Score -1011234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1011233.687500 Penalty: 4437.014160
	Iteration 94Q: 3 clusters Score -1011234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1011233.750000 Penalty: 4437.014160
	Iteration 95Q: 3 clusters Score -1011234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1011233.750000 Penalty: 4437.014160
	Iteration 96Q: 3 clusters Score -1011234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1011235.375000 Penalty: 4437.014160
	Iteration 97Q: 3 clusters Score -1011235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1011236.875000 Penalty: 4437.014160
	Iteration 98Q: 3 clusters Score -1011237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1011238.250000 Penalty: 4437.014160
	Iteration 99Q: 3 clusters Score -1011238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1011238.500000 Penalty: 4437.014160
	Iteration 100F: 3 clusters Score -1011238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1011237.750000 Penalty: 4437.014160
	Iteration 101Q: 3 clusters Score -1011238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1011237.687500 Penalty: 4437.014160
	Iteration 102Q: 3 clusters Score -1011238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1011237.687500 Penalty: 4437.014160
	Iteration 103F: 3 clusters Score -1011238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86715.421875 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86715.42 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86936.437500 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86936.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86992.578125 Penalty: 3207.207764
	Iteration 2Q: 3 clusters Score -86992.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87014.757812 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -87014.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87034.820312 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87034.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87048.734375 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87048.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87049.867188 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87049.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87049.867188 Penalty: 3207.207764
	Iteration 7F: 3 clusters Score -87049.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Entering Unmasked Estep 
Score: -1329799.375000 Penalty: 2276.610596
	Iteration 0F: 2 clusters Score -1329799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1322341.625000 Penalty: 4553.221191
	Iteration 0F: 3 clusters Score -1322342 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1324595.375000 Penalty: 4553.221191
	Iteration 1F: 3 clusters Score -1324595 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1324999.625000 Penalty: 4553.221191
	Iteration 2F: 3 clusters Score -1325000 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1325424.375000 Penalty: 4553.221191
	Iteration 3F: 3 clusters Score -1325424 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1325833.125000 Penalty: 4553.221191
	Iteration 4F: 3 clusters Score -1325833 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1326199.750000 Penalty: 4553.221191
	Iteration 5F: 3 clusters Score -1326200 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1326532.875000 Penalty: 4553.221191
	Iteration 6F: 3 clusters Score -1326533 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1326806.625000 Penalty: 4553.221191
	Iteration 7Q: 3 clusters Score -1326807 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1327056.000000 Penalty: 4553.221191
	Iteration 8Q: 3 clusters Score -1327056 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1327257.625000 Penalty: 4553.221191
	Iteration 9Q: 3 clusters Score -1327258 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1327447.000000 Penalty: 4553.221191
	Iteration 10Q: 3 clusters Score -1327447 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1327616.625000 Penalty: 4553.221191
	Iteration 11Q: 3 clusters Score -1327617 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1327774.500000 Penalty: 4553.221191
	Iteration 12Q: 3 clusters Score -1327774 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1327930.000000 Penalty: 4553.221191
	Iteration 13Q: 3 clusters Score -1327930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1328066.125000 Penalty: 4553.221191
	Iteration 14Q: 3 clusters Score -1328066 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1328205.875000 Penalty: 4553.221191
	Iteration 15Q: 3 clusters Score -1328206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1328334.500000 Penalty: 4553.221191
	Iteration 16Q: 3 clusters Score -1328334 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1328429.250000 Penalty: 4553.221191
	Iteration 17Q: 3 clusters Score -1328429 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1328511.125000 Penalty: 4553.221191
	Iteration 18Q: 3 clusters Score -1328511 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1328556.500000 Penalty: 4553.221191
	Iteration 19Q: 3 clusters Score -1328556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1328598.500000 Penalty: 4553.221191
	Iteration 20F: 3 clusters Score -1328598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1328642.500000 Penalty: 4553.221191
	Iteration 21Q: 3 clusters Score -1328642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1328681.000000 Penalty: 4553.221191
	Iteration 22Q: 3 clusters Score -1328681 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1328718.875000 Penalty: 4553.221191
	Iteration 23Q: 3 clusters Score -1328719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1328749.000000 Penalty: 4553.221191
	Iteration 24Q: 3 clusters Score -1328749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1328775.500000 Penalty: 4553.221191
	Iteration 25Q: 3 clusters Score -1328776 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1328798.875000 Penalty: 4553.221191
	Iteration 26Q: 3 clusters Score -1328799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1328821.125000 Penalty: 4553.221191
	Iteration 27Q: 3 clusters Score -1328821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1328842.250000 Penalty: 4553.221191
	Iteration 28Q: 3 clusters Score -1328842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1328859.875000 Penalty: 4553.221191
	Iteration 29Q: 3 clusters Score -1328860 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1328876.750000 Penalty: 4553.221191
	Iteration 30Q: 3 clusters Score -1328877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1328887.250000 Penalty: 4553.221191
	Iteration 31Q: 3 clusters Score -1328887 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1328903.250000 Penalty: 4553.221191
	Iteration 32Q: 3 clusters Score -1328903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1328920.375000 Penalty: 4553.221191
	Iteration 33Q: 3 clusters Score -1328920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1328945.375000 Penalty: 4553.221191
	Iteration 34Q: 3 clusters Score -1328945 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1328986.000000 Penalty: 4553.221191
	Iteration 35Q: 3 clusters Score -1328986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1329022.000000 Penalty: 4553.221191
	Iteration 36Q: 3 clusters Score -1329022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1329051.125000 Penalty: 4553.221191
	Iteration 37Q: 3 clusters Score -1329051 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1329091.875000 Penalty: 4553.221191
	Iteration 38Q: 3 clusters Score -1329092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1329115.875000 Penalty: 4553.221191
	Iteration 39Q: 3 clusters Score -1329116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1329139.625000 Penalty: 4553.221191
	Iteration 40F: 3 clusters Score -1329140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1329149.750000 Penalty: 4553.221191
	Iteration 41Q: 3 clusters Score -1329150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1329152.000000 Penalty: 4553.221191
	Iteration 42Q: 3 clusters Score -1329152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1329153.250000 Penalty: 4553.221191
	Iteration 43Q: 3 clusters Score -1329153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1329155.000000 Penalty: 4553.221191
	Iteration 44Q: 3 clusters Score -1329155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1329157.625000 Penalty: 4553.221191
	Iteration 45Q: 3 clusters Score -1329158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1329166.125000 Penalty: 4553.221191
	Iteration 46Q: 3 clusters Score -1329166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1329166.125000 Penalty: 4553.221191
	Iteration 47Q: 3 clusters Score -1329166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1329167.375000 Penalty: 4553.221191
	Iteration 48Q: 3 clusters Score -1329167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1329170.375000 Penalty: 4553.221191
	Iteration 49Q: 3 clusters Score -1329170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1329172.000000 Penalty: 4553.221191
	Iteration 50Q: 3 clusters Score -1329172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1329173.125000 Penalty: 4553.221191
	Iteration 51Q: 3 clusters Score -1329173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1329171.000000 Penalty: 4553.221191
	Iteration 52Q: 3 clusters Score -1329171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1329170.500000 Penalty: 4553.221191
	Iteration 53Q: 3 clusters Score -1329170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1329176.000000 Penalty: 4553.221191
	Iteration 54Q: 3 clusters Score -1329176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1329176.500000 Penalty: 4553.221191
	Iteration 55Q: 3 clusters Score -1329176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1329176.500000 Penalty: 4553.221191
	Iteration 56F: 3 clusters Score -1329176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -167893.968750 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -167894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -165797.687500 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -165797.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -166192.937500 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -166192.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166463.343750 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -166463.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166665.984375 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -166666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166782.375000 Penalty: 3517.091309
	Iteration 4Q: 3 clusters Score -166782.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166893.687500 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -166893.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -166998.578125 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -166998.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -167074.125000 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -167074.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167091.781250 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -167091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -167103.578125 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -167103.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -167106.656250 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -167106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -167113.265625 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -167113.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -167116.265625 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -167116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167119.125000 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -167119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -167122.296875 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -167122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167127.406250 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -167127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -167128.500000 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -167128.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -167129.828125 Penalty: 3517.091309
	Iteration 17Q: 3 clusters Score -167129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -167138.125000 Penalty: 3517.091309
	Iteration 18Q: 3 clusters Score -167138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -167148.093750 Penalty: 3517.091309
	Iteration 19Q: 3 clusters Score -167148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -167159.484375 Penalty: 3517.091309
	Iteration 20F: 3 clusters Score -167159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -167190.390625 Penalty: 3517.091309
	Iteration 21Q: 3 clusters Score -167190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167277.640625 Penalty: 3517.091309
	Iteration 22Q: 3 clusters Score -167277.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -167323.968750 Penalty: 3517.091309
	Iteration 23Q: 3 clusters Score -167324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -167353.984375 Penalty: 3517.091309
	Iteration 24Q: 3 clusters Score -167354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167368.984375 Penalty: 3517.091309
	Iteration 25Q: 3 clusters Score -167369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167376.578125 Penalty: 3517.091309
	Iteration 26Q: 3 clusters Score -167376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167376.578125 Penalty: 3517.091309
	Iteration 27F: 3 clusters Score -167376.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Entering Unmasked Estep 
Score: -5507083.000000 Penalty: 2606.841797
	Iteration 0F: 2 clusters Score -5507083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -5482014.500000 Penalty: 5213.683594
	Iteration 0F: 3 clusters Score -5482014 nChanged 16745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5491177.000000 Penalty: 5213.683594
	Iteration 1F: 3 clusters Score -5491177 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5491735.000000 Penalty: 5213.683594
	Iteration 2Q: 3 clusters Score -5491735 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -5492355.500000 Penalty: 5213.683594
	Iteration 3Q: 3 clusters Score -5492356 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5493176.000000 Penalty: 5213.683594
	Iteration 4Q: 3 clusters Score -5493176 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5494160.500000 Penalty: 5213.683594
	Iteration 5F: 3 clusters Score -5494160 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -5495593.000000 Penalty: 5213.683594
	Iteration 6F: 3 clusters Score -5495593 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5497329.500000 Penalty: 5213.683594
	Iteration 7F: 3 clusters Score -5497330 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -5499209.000000 Penalty: 5213.683594
	Iteration 8F: 3 clusters Score -5499209 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5500949.500000 Penalty: 5213.683594
	Iteration 9F: 3 clusters Score -5500950 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -5502311.500000 Penalty: 5213.683594
	Iteration 10Q: 3 clusters Score -5502312 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -5503272.000000 Penalty: 5213.683594
	Iteration 11Q: 3 clusters Score -5503272 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5503872.500000 Penalty: 5213.683594
	Iteration 12Q: 3 clusters Score -5503872 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -5504220.000000 Penalty: 5213.683594
	Iteration 13Q: 3 clusters Score -5504220 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5504501.500000 Penalty: 5213.683594
	Iteration 14Q: 3 clusters Score -5504502 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -5504698.500000 Penalty: 5213.683594
	Iteration 15Q: 3 clusters Score -5504698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -5504841.500000 Penalty: 5213.683594
	Iteration 16Q: 3 clusters Score -5504842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -5504957.000000 Penalty: 5213.683594
	Iteration 17Q: 3 clusters Score -5504957 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -5505067.500000 Penalty: 5213.683594
	Iteration 18Q: 3 clusters Score -5505068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5505145.000000 Penalty: 5213.683594
	Iteration 19Q: 3 clusters Score -5505145 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5505196.500000 Penalty: 5213.683594
	Iteration 20F: 3 clusters Score -5505196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5505243.500000 Penalty: 5213.683594
	Iteration 21Q: 3 clusters Score -5505244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -5505251.000000 Penalty: 5213.683594
	Iteration 22Q: 3 clusters Score -5505251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5505274.500000 Penalty: 5213.683594
	Iteration 23Q: 3 clusters Score -5505274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5505276.000000 Penalty: 5213.683594
	Iteration 24Q: 3 clusters Score -5505276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5505292.500000 Penalty: 5213.683594
	Iteration 25Q: 3 clusters Score -5505292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5505302.500000 Penalty: 5213.683594
	Iteration 26Q: 3 clusters Score -5505302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -5505310.500000 Penalty: 5213.683594
	Iteration 27Q: 3 clusters Score -5505310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5505311.000000 Penalty: 5213.683594
	Iteration 28Q: 3 clusters Score -5505311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5505313.500000 Penalty: 5213.683594
	Iteration 29Q: 3 clusters Score -5505314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -5505316.500000 Penalty: 5213.683594
	Iteration 30Q: 3 clusters Score -5505316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5505316.500000 Penalty: 5213.683594
	Iteration 31Q: 3 clusters Score -5505316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5505315.500000 Penalty: 5213.683594
	Iteration 32Q: 3 clusters Score -5505316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5505319.000000 Penalty: 5213.683594
	Iteration 33Q: 3 clusters Score -5505319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5505317.500000 Penalty: 5213.683594
	Iteration 34Q: 3 clusters Score -5505318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -5505315.500000 Penalty: 5213.683594
	Iteration 35Q: 3 clusters Score -5505316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -5505316.000000 Penalty: 5213.683594
	Iteration 36Q: 3 clusters Score -5505316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -5505312.500000 Penalty: 5213.683594
	Iteration 37Q: 3 clusters Score -5505312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -5505317.000000 Penalty: 5213.683594
	Iteration 38Q: 3 clusters Score -5505317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -5505318.500000 Penalty: 5213.683594
	Iteration 39Q: 3 clusters Score -5505318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -5505318.500000 Penalty: 5213.683594
	Iteration 40F: 3 clusters Score -5505318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111102.742188 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111102.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111430.718750 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111430.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111582.218750 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111582.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111682.429688 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111682.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111781.468750 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111781.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111912.062500 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111912.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112077.359375 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -112077.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112162.945312 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112162.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112205.953125 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112228.078125 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112239.812500 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112252.960938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112274.921875 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112307.398438 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112307.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112333.070312 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112365.500000 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112374.929688 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -112382.320312 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112391.570312 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112391.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112396.250000 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112398.250000 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112405.343750 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -112405.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112421.960938 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -112422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -112431.656250 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -112431.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112438.296875 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -112438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112438.296875 Penalty: 3333.229248
	Iteration 25F: 3 clusters Score -112438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1365009.250000 Penalty: 2263.351074
	Iteration 0F: 2 clusters Score -1365009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1357846.375000 Penalty: 4526.702148
	Iteration 0F: 3 clusters Score -1357846 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1359912.875000 Penalty: 4526.702148
	Iteration 1F: 3 clusters Score -1359913 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1360222.375000 Penalty: 4526.702148
	Iteration 2F: 3 clusters Score -1360222 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1360498.750000 Penalty: 4526.702148
	Iteration 3F: 3 clusters Score -1360499 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1360733.500000 Penalty: 4526.702148
	Iteration 4F: 3 clusters Score -1360734 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1360971.000000 Penalty: 4526.702148
	Iteration 5Q: 3 clusters Score -1360971 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1361205.625000 Penalty: 4526.702148
	Iteration 6Q: 3 clusters Score -1361206 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1361441.500000 Penalty: 4526.702148
	Iteration 7Q: 3 clusters Score -1361442 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1361679.625000 Penalty: 4526.702148
	Iteration 8Q: 3 clusters Score -1361680 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1361907.000000 Penalty: 4526.702148
	Iteration 9Q: 3 clusters Score -1361907 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1362103.875000 Penalty: 4526.702148
	Iteration 10Q: 3 clusters Score -1362104 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1362267.750000 Penalty: 4526.702148
	Iteration 11Q: 3 clusters Score -1362268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1362428.250000 Penalty: 4526.702148
	Iteration 12Q: 3 clusters Score -1362428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1362562.250000 Penalty: 4526.702148
	Iteration 13Q: 3 clusters Score -1362562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1362674.250000 Penalty: 4526.702148
	Iteration 14Q: 3 clusters Score -1362674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1362760.500000 Penalty: 4526.702148
	Iteration 15Q: 3 clusters Score -1362760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1362827.250000 Penalty: 4526.702148
	Iteration 16Q: 3 clusters Score -1362827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1362870.875000 Penalty: 4526.702148
	Iteration 17Q: 3 clusters Score -1362871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1362894.875000 Penalty: 4526.702148
	Iteration 18Q: 3 clusters Score -1362895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1362911.625000 Penalty: 4526.702148
	Iteration 19Q: 3 clusters Score -1362912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1362935.125000 Penalty: 4526.702148
	Iteration 20F: 3 clusters Score -1362935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1362948.375000 Penalty: 4526.702148
	Iteration 21Q: 3 clusters Score -1362948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1362962.750000 Penalty: 4526.702148
	Iteration 22Q: 3 clusters Score -1362963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1362967.625000 Penalty: 4526.702148
	Iteration 23Q: 3 clusters Score -1362968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1362972.250000 Penalty: 4526.702148
	Iteration 24Q: 3 clusters Score -1362972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1362975.000000 Penalty: 4526.702148
	Iteration 25Q: 3 clusters Score -1362975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1362982.875000 Penalty: 4526.702148
	Iteration 26Q: 3 clusters Score -1362983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1362984.750000 Penalty: 4526.702148
	Iteration 27Q: 3 clusters Score -1362985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1362984.000000 Penalty: 4526.702148
	Iteration 28Q: 3 clusters Score -1362984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1362987.125000 Penalty: 4526.702148
	Iteration 29Q: 3 clusters Score -1362987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1362987.125000 Penalty: 4526.702148
	Iteration 30F: 3 clusters Score -1362987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102015 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71750 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96408 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 16789 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30870 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7674 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9700 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36734 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061408.000000 Penalty: 158475.468750
Iteration 279Q: 48 clusters Score -1.150614e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 102014 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71738 members 
Mstep: Class 5 contains 60930 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13466 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 96407 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 14385 members 
Mstep: Class 15 contains 16788 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9066 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79611 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19054 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30257 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30873 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11148 members 
Mstep: Class 34 contains 18245 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7676 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9699 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36735 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061432.000000 Penalty: 158475.468750
Iteration 280F: 48 clusters Score -1.150614e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 102004 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71725 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11845 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13466 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 96403 members 
Mstep: Class 13 contains 5757 members 
Mstep: Class 14 contains 14386 members 
Mstep: Class 15 contains 16783 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 9069 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 79612 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19078 members 
Mstep: Class 22 contains 11927 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30256 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11147 members 
Mstep: Class 34 contains 18242 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12927 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7677 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9703 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36735 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061440.000000 Penalty: 158475.468750
Iteration 281Q: 48 clusters Score -1.150614e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 102002 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71713 members 
Mstep: Class 5 contains 60934 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 96401 members 
Mstep: Class 13 contains 5756 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16776 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9071 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 79609 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19098 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30256 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 30873 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11988 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11147 members 
Mstep: Class 34 contains 18243 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12926 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9815 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7680 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9705 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36735 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061472.000000 Penalty: 158475.468750
Iteration 282Q: 48 clusters Score -1.150615e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 101999 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71702 members 
Mstep: Class 5 contains 60937 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13463 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 96399 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16765 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9071 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 79608 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19117 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30255 members 
Mstep: Class 27 contains 3210 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11982 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11150 members 
Mstep: Class 34 contains 18245 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12928 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7682 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9706 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36736 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061584.000000 Penalty: 158475.468750
Iteration 283Q: 48 clusters Score -1.150616e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 101993 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71690 members 
Mstep: Class 5 contains 60941 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13463 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4204 members 
Mstep: Class 12 contains 96395 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14390 members 
Mstep: Class 15 contains 16755 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9072 members 
Mstep: Class 18 contains 10284 members 
Mstep: Class 19 contains 79604 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19140 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30256 members 
Mstep: Class 27 contains 3209 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11979 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11150 members 
Mstep: Class 34 contains 18249 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12930 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7684 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9705 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36738 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061416.000000 Penalty: 158475.468750
Iteration 284Q: 48 clusters Score -1.150614e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 101990 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71672 members 
Mstep: Class 5 contains 60942 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11844 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96394 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14390 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9074 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79604 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19161 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30255 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11150 members 
Mstep: Class 34 contains 18248 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7686 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9706 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36741 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061480.000000 Penalty: 158475.468750
Iteration 285Q: 48 clusters Score -1.150615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 101988 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71661 members 
Mstep: Class 5 contains 60944 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11843 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13460 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96392 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16753 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9076 members 
Mstep: Class 18 contains 10288 members 
Mstep: Class 19 contains 79602 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19177 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30253 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30873 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11146 members 
Mstep: Class 34 contains 18252 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7692 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9707 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36741 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061424.000000 Penalty: 158475.468750
Iteration 286Q: 48 clusters Score -1.150614e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 101987 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71651 members 
Mstep: Class 5 contains 60948 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13460 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96386 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16749 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 79601 members 
Mstep: Class 20 contains 11977 members 
Mstep: Class 21 contains 19192 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30251 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11142 members 
Mstep: Class 34 contains 18254 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12932 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9816 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7694 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9715 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36742 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061392.000000 Penalty: 158475.468750
Iteration 287Q: 48 clusters Score -1.150614e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 101985 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71642 members 
Mstep: Class 5 contains 60954 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 96381 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16737 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79598 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19205 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30246 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11144 members 
Mstep: Class 34 contains 18260 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7696 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9718 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36742 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061392.000000 Penalty: 158475.468750
Iteration 288Q: 48 clusters Score -1.150614e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 101993 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71626 members 
Mstep: Class 5 contains 60963 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13460 members 
Mstep: Class 10 contains 21661 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 96379 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16718 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79596 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19220 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30245 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2968 members 
Mstep: Class 33 contains 11140 members 
Mstep: Class 34 contains 18265 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7699 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9722 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36742 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061376.000000 Penalty: 158475.468750
Iteration 289Q: 48 clusters Score -1.150614e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 101994 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71624 members 
Mstep: Class 5 contains 60969 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 21660 members 
Mstep: Class 11 contains 4197 members 
Mstep: Class 12 contains 96373 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16712 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9078 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79595 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30243 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11143 members 
Mstep: Class 34 contains 18263 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7699 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9720 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36741 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061496.000000 Penalty: 158475.468750
Iteration 290Q: 48 clusters Score -1.150615e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 101988 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71622 members 
Mstep: Class 5 contains 60974 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96366 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9079 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19256 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30238 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11145 members 
Mstep: Class 34 contains 18263 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7698 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9720 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061352.000000 Penalty: 158475.468750
Iteration 291Q: 48 clusters Score -1.150614e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 101988 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71603 members 
Mstep: Class 5 contains 60981 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13456 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96361 members 
Mstep: Class 13 contains 5755 members 
Mstep: Class 14 contains 14388 members 
Mstep: Class 15 contains 16696 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19273 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30233 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11147 members 
Mstep: Class 34 contains 18265 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12937 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7699 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9722 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36742 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061416.000000 Penalty: 158475.468750
Iteration 292Q: 48 clusters Score -1.150614e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 101980 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71582 members 
Mstep: Class 5 contains 60987 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13454 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96357 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14389 members 
Mstep: Class 15 contains 16690 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79592 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19293 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30231 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11149 members 
Mstep: Class 34 contains 18270 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12937 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7700 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9721 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36744 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061384.000000 Penalty: 158475.468750
Iteration 293Q: 48 clusters Score -1.150614e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 101968 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71572 members 
Mstep: Class 5 contains 60990 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96351 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14390 members 
Mstep: Class 15 contains 16686 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11978 members 
Mstep: Class 21 contains 19316 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30229 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11154 members 
Mstep: Class 34 contains 18271 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7701 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9720 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36744 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061360.000000 Penalty: 158475.468750
Iteration 294Q: 48 clusters Score -1.150614e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 101964 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71557 members 
Mstep: Class 5 contains 60991 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13455 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96347 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 16676 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9082 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19333 members 
Mstep: Class 22 contains 11925 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30229 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11158 members 
Mstep: Class 34 contains 18276 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9818 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7701 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9718 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36744 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061464.000000 Penalty: 158475.468750
Iteration 295Q: 48 clusters Score -1.150615e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 101964 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71541 members 
Mstep: Class 5 contains 60997 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13454 members 
Mstep: Class 10 contains 21666 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96342 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 16668 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9082 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19352 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30227 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30877 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11977 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11164 members 
Mstep: Class 34 contains 18279 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9819 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7701 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9719 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061344.000000 Penalty: 158475.468750
Iteration 296Q: 48 clusters Score -1.150613e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 101959 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71529 members 
Mstep: Class 5 contains 61001 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 21664 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96337 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 16658 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9083 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79591 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19373 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30227 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11167 members 
Mstep: Class 34 contains 18283 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9819 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7701 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9723 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061328.000000 Penalty: 158475.468750
Iteration 297Q: 48 clusters Score -1.150613e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 101953 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71516 members 
Mstep: Class 5 contains 61002 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13453 members 
Mstep: Class 10 contains 21665 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96331 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14391 members 
Mstep: Class 15 contains 16647 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79591 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19401 members 
Mstep: Class 22 contains 11922 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30227 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30874 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11169 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 392 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9818 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7704 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9725 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061296.000000 Penalty: 158475.468750
Iteration 298Q: 48 clusters Score -1.150613e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 101943 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71494 members 
Mstep: Class 5 contains 61003 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13452 members 
Mstep: Class 10 contains 21667 members 
Mstep: Class 11 contains 4201 members 
Mstep: Class 12 contains 96325 members 
Mstep: Class 13 contains 5754 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16644 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9086 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19431 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30226 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11977 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11171 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12939 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9818 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7705 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9729 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061352.000000 Penalty: 158475.468750
Iteration 299Q: 48 clusters Score -1.150614e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101939 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 71477 members 
Mstep: Class 5 contains 61004 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13452 members 
Mstep: Class 10 contains 21669 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96320 members 
Mstep: Class 13 contains 5753 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 16643 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9090 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79593 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19457 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30223 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11975 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 18280 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12939 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9818 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7708 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9731 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36744 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061336.000000 Penalty: 158475.468750
Iteration 300F: 48 clusters Score -1.150613e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 101930 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71454 members 
Mstep: Class 5 contains 61008 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13452 members 
Mstep: Class 10 contains 21671 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96315 members 
Mstep: Class 13 contains 5752 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16637 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9093 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79594 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19478 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30222 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30879 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11975 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11174 members 
Mstep: Class 34 contains 18281 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12938 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9820 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7714 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9736 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061424.000000 Penalty: 158475.468750
Iteration 301Q: 48 clusters Score -1.150614e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 101921 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71438 members 
Mstep: Class 5 contains 61011 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13452 members 
Mstep: Class 10 contains 21675 members 
Mstep: Class 11 contains 4202 members 
Mstep: Class 12 contains 96307 members 
Mstep: Class 13 contains 5752 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16620 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79594 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19507 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30221 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11972 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11183 members 
Mstep: Class 34 contains 18284 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7715 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9742 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36743 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061480.000000 Penalty: 158475.468750
Iteration 302Q: 48 clusters Score -1.150615e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 101910 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 71406 members 
Mstep: Class 5 contains 61012 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13451 members 
Mstep: Class 10 contains 21684 members 
Mstep: Class 11 contains 4204 members 
Mstep: Class 12 contains 96298 members 
Mstep: Class 13 contains 5752 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16606 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79592 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19555 members 
Mstep: Class 22 contains 11921 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30220 members 
Mstep: Class 27 contains 3207 members 
Mstep: Class 28 contains 30878 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11970 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11189 members 
Mstep: Class 34 contains 18282 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7713 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9745 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36746 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061424.000000 Penalty: 158475.468750
Iteration 303Q: 48 clusters Score -1.150614e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 101908 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 71368 members 
Mstep: Class 5 contains 61005 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13449 members 
Mstep: Class 10 contains 21686 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 96292 members 
Mstep: Class 13 contains 5752 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16596 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 79592 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19610 members 
Mstep: Class 22 contains 11919 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30215 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30877 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11193 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7716 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9745 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36747 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061440.000000 Penalty: 158475.468750
Iteration 304Q: 48 clusters Score -1.150614e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 101905 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 71334 members 
Mstep: Class 5 contains 61003 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13447 members 
Mstep: Class 10 contains 21688 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 96286 members 
Mstep: Class 13 contains 5751 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 10294 members 
Mstep: Class 19 contains 79594 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 19663 members 
Mstep: Class 22 contains 11922 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30215 members 
Mstep: Class 27 contains 3205 members 
Mstep: Class 28 contains 30875 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11203 members 
Mstep: Class 34 contains 18281 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7718 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9745 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36750 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061464.000000 Penalty: 158475.468750
Iteration 305Q: 48 clusters Score -1.150615e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 101898 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 71292 members 
Mstep: Class 5 contains 61002 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11842 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13445 members 
Mstep: Class 10 contains 21690 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 96280 members 
Mstep: Class 13 contains 5749 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 16565 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 79594 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 19714 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30212 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30876 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11210 members 
Mstep: Class 34 contains 18282 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7724 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9748 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36752 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061608.000000 Penalty: 158475.468750
Iteration 306Q: 48 clusters Score -1.150616e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 101892 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 71236 members 
Mstep: Class 5 contains 61010 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13443 members 
Mstep: Class 10 contains 21689 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 96274 members 
Mstep: Class 13 contains 5748 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 16554 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 10298 members 
Mstep: Class 19 contains 79597 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 19768 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30211 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30886 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11210 members 
Mstep: Class 34 contains 18283 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9822 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7728 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9754 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36751 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061504.000000 Penalty: 158475.468750
Iteration 307Q: 48 clusters Score -1.150615e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 101889 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 71182 members 
Mstep: Class 5 contains 61012 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11841 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13439 members 
Mstep: Class 10 contains 21690 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96269 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 16561 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9098 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 79598 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30210 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30890 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11968 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11214 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9822 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7730 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9765 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36749 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061496.000000 Penalty: 158475.468750
Iteration 308Q: 48 clusters Score -1.150615e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 101893 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 71148 members 
Mstep: Class 5 contains 61016 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 10 contains 21695 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96256 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 16552 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9099 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 79597 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 19845 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10804 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30209 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30891 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11216 members 
Mstep: Class 34 contains 18288 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6034 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7731 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9766 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36752 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061560.000000 Penalty: 158475.468750
Iteration 309Q: 48 clusters Score -1.150616e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 101891 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 71108 members 
Mstep: Class 5 contains 61024 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13437 members 
Mstep: Class 10 contains 21700 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96251 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 16538 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 79599 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 19879 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10803 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30208 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30892 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11221 members 
Mstep: Class 34 contains 18294 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6033 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7734 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9769 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36756 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061672.000000 Penalty: 158475.468750
Iteration 310Q: 48 clusters Score -1.150617e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 101895 members 
Mstep: Class 3 contains 7668 members 
Mstep: Class 4 contains 71069 members 
Mstep: Class 5 contains 61034 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11840 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13434 members 
Mstep: Class 10 contains 21701 members 
Mstep: Class 11 contains 4199 members 
Mstep: Class 12 contains 96244 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14395 members 
Mstep: Class 15 contains 16529 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9102 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 79597 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 19919 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30207 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30892 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11229 members 
Mstep: Class 34 contains 18294 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7741 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36757 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061416.000000 Penalty: 158475.468750
Iteration 311Q: 48 clusters Score -1.150614e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 101900 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 71021 members 
Mstep: Class 5 contains 61042 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13434 members 
Mstep: Class 10 contains 21698 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96237 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 16520 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 79600 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 19949 members 
Mstep: Class 22 contains 11930 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30201 members 
Mstep: Class 27 contains 3208 members 
Mstep: Class 28 contains 30891 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11235 members 
Mstep: Class 34 contains 18294 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12933 members 
Mstep: Class 38 contains 6032 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7745 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9768 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36757 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061448.000000 Penalty: 158475.468750
Iteration 312Q: 48 clusters Score -1.150614e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 101905 members 
Mstep: Class 3 contains 7669 members 
Mstep: Class 4 contains 70976 members 
Mstep: Class 5 contains 61046 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13432 members 
Mstep: Class 10 contains 21698 members 
Mstep: Class 11 contains 4200 members 
Mstep: Class 12 contains 96219 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 16509 members 
Mstep: Class 16 contains 962 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 10296 members 
Mstep: Class 19 contains 79599 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 20006 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30195 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30889 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11234 members 
Mstep: Class 34 contains 18295 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12934 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9821 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7753 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36755 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061544.000000 Penalty: 158475.468750
Iteration 313Q: 48 clusters Score -1.150615e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 101905 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70909 members 
Mstep: Class 5 contains 61054 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13432 members 
Mstep: Class 10 contains 21699 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 96203 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 16489 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79602 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 20074 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30190 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30891 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11238 members 
Mstep: Class 34 contains 18296 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7758 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9774 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36755 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061648.000000 Penalty: 158475.468750
Iteration 314Q: 48 clusters Score -1.150616e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 101906 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70867 members 
Mstep: Class 5 contains 61066 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13431 members 
Mstep: Class 10 contains 21703 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 96177 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 16469 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79606 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 20137 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30184 members 
Mstep: Class 27 contains 3206 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11244 members 
Mstep: Class 34 contains 18296 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12935 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9825 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7760 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36756 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061672.000000 Penalty: 158475.468750
Iteration 315Q: 48 clusters Score -1.150617e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 101917 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70808 members 
Mstep: Class 5 contains 61072 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11839 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 10 contains 21707 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 96148 members 
Mstep: Class 13 contains 5747 members 
Mstep: Class 14 contains 14396 members 
Mstep: Class 15 contains 16452 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9105 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79612 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20195 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30183 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 30895 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11964 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11257 members 
Mstep: Class 34 contains 18295 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12936 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7762 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9776 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36759 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061808.000000 Penalty: 158475.468750
Iteration 316Q: 48 clusters Score -1.150618e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101917 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70744 members 
Mstep: Class 5 contains 61080 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 10 contains 21708 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 96120 members 
Mstep: Class 13 contains 5746 members 
Mstep: Class 14 contains 14398 members 
Mstep: Class 15 contains 16432 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9108 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20279 members 
Mstep: Class 22 contains 11934 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 30893 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11963 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11264 members 
Mstep: Class 34 contains 18292 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12939 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7762 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9785 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36761 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062008.000000 Penalty: 158475.468750
Iteration 317Q: 48 clusters Score -1.15062e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 101913 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 70681 members 
Mstep: Class 5 contains 61084 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11838 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13428 members 
Mstep: Class 10 contains 21713 members 
Mstep: Class 11 contains 4207 members 
Mstep: Class 12 contains 96094 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 14399 members 
Mstep: Class 15 contains 16401 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20367 members 
Mstep: Class 22 contains 11935 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30185 members 
Mstep: Class 27 contains 3204 members 
Mstep: Class 28 contains 30891 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11961 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11271 members 
Mstep: Class 34 contains 18290 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12940 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7765 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9789 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36766 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061928.000000 Penalty: 158475.468750
Iteration 318Q: 48 clusters Score -1.150619e+08 nChanged 268
Entering ConstructFrom: 
Score: -115061928.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Entering Unmasked Estep 
Score: -1178810.500000 Penalty: 2238.134033
	Iteration 0F: 2 clusters Score -1178810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1172240.375000 Penalty: 4476.268066
	Iteration 0F: 3 clusters Score -1172240 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1174042.750000 Penalty: 4476.268066
	Iteration 1F: 3 clusters Score -1174043 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1174392.000000 Penalty: 4476.268066
	Iteration 2F: 3 clusters Score -1174392 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1174691.500000 Penalty: 4476.268066
	Iteration 3F: 3 clusters Score -1174692 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1175079.875000 Penalty: 4476.268066
	Iteration 4F: 3 clusters Score -1175080 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1175576.500000 Penalty: 4476.268066
	Iteration 5F: 3 clusters Score -1175576 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1176015.250000 Penalty: 4476.268066
	Iteration 6F: 3 clusters Score -1176015 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1176361.375000 Penalty: 4476.268066
	Iteration 7F: 3 clusters Score -1176361 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1176625.000000 Penalty: 4476.268066
	Iteration 8Q: 3 clusters Score -1176625 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1176826.625000 Penalty: 4476.268066
	Iteration 9Q: 3 clusters Score -1176827 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1177015.250000 Penalty: 4476.268066
	Iteration 10Q: 3 clusters Score -1177015 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1177166.250000 Penalty: 4476.268066
	Iteration 11Q: 3 clusters Score -1177166 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1177302.625000 Penalty: 4476.268066
	Iteration 12Q: 3 clusters Score -1177303 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1177427.875000 Penalty: 4476.268066
	Iteration 13Q: 3 clusters Score -1177428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1177517.750000 Penalty: 4476.268066
	Iteration 14Q: 3 clusters Score -1177518 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1177568.500000 Penalty: 4476.268066
	Iteration 15Q: 3 clusters Score -1177568 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1177594.000000 Penalty: 4476.268066
	Iteration 16Q: 3 clusters Score -1177594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1177612.500000 Penalty: 4476.268066
	Iteration 17Q: 3 clusters Score -1177612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1177625.750000 Penalty: 4476.268066
	Iteration 18Q: 3 clusters Score -1177626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1177630.375000 Penalty: 4476.268066
	Iteration 19Q: 3 clusters Score -1177630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1177636.875000 Penalty: 4476.268066
	Iteration 20F: 3 clusters Score -1177637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1177644.875000 Penalty: 4476.268066
	Iteration 21Q: 3 clusters Score -1177645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1177646.375000 Penalty: 4476.268066
	Iteration 22Q: 3 clusters Score -1177646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1177647.875000 Penalty: 4476.268066
	Iteration 23Q: 3 clusters Score -1177648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1177652.875000 Penalty: 4476.268066
	Iteration 24Q: 3 clusters Score -1177653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1177653.375000 Penalty: 4476.268066
	Iteration 25Q: 3 clusters Score -1177653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1177654.125000 Penalty: 4476.268066
	Iteration 26Q: 3 clusters Score -1177654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1177656.000000 Penalty: 4476.268066
	Iteration 27Q: 3 clusters Score -1177656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1177657.125000 Penalty: 4476.268066
	Iteration 28Q: 3 clusters Score -1177657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1177657.625000 Penalty: 4476.268066
	Iteration 29Q: 3 clusters Score -1177658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1177659.875000 Penalty: 4476.268066
	Iteration 30Q: 3 clusters Score -1177660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1177659.125000 Penalty: 4476.268066
	Iteration 31Q: 3 clusters Score -1177659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1177659.125000 Penalty: 4476.268066
	Iteration 32F: 3 clusters Score -1177659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Entering Unmasked Estep 
Score: -15083470.000000 Penalty: 2859.905029
	Iteration 0F: 2 clusters Score -1.508347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -15015903.000000 Penalty: 5719.810059
	Iteration 0F: 3 clusters Score -1.50159e+07 nChanged 48187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -15044604.000000 Penalty: 5719.810059
	Iteration 1F: 3 clusters Score -1.50446e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -15046746.000000 Penalty: 5719.810059
	Iteration 2F: 3 clusters Score -1.504675e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -15049616.000000 Penalty: 5719.810059
	Iteration 3F: 3 clusters Score -1.504962e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -15052985.000000 Penalty: 5719.810059
	Iteration 4F: 3 clusters Score -1.505298e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -15056839.000000 Penalty: 5719.810059
	Iteration 5F: 3 clusters Score -1.505684e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -15060577.000000 Penalty: 5719.810059
	Iteration 6F: 3 clusters Score -1.506058e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -15064446.000000 Penalty: 5719.810059
	Iteration 7F: 3 clusters Score -1.506445e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -15068435.000000 Penalty: 5719.810059
	Iteration 8F: 3 clusters Score -1.506844e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -15072429.000000 Penalty: 5719.810059
	Iteration 9Q: 3 clusters Score -1.507243e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -15075607.000000 Penalty: 5719.810059
	Iteration 10Q: 3 clusters Score -1.507561e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -15077688.000000 Penalty: 5719.810059
	Iteration 11Q: 3 clusters Score -1.507769e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95557 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -15078896.000000 Penalty: 5719.810059
	Iteration 12Q: 3 clusters Score -1.50789e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -15079588.000000 Penalty: 5719.810059
	Iteration 13Q: 3 clusters Score -1.507959e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97335 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -15080111.000000 Penalty: 5719.810059
	Iteration 14Q: 3 clusters Score -1.508011e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97858 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -15080447.000000 Penalty: 5719.810059
	Iteration 15Q: 3 clusters Score -1.508045e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98234 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -15080688.000000 Penalty: 5719.810059
	Iteration 16Q: 3 clusters Score -1.508069e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98511 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -15080873.000000 Penalty: 5719.810059
	Iteration 17Q: 3 clusters Score -1.508087e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -15081036.000000 Penalty: 5719.810059
	Iteration 18Q: 3 clusters Score -1.508104e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98897 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -15081161.000000 Penalty: 5719.810059
	Iteration 19Q: 3 clusters Score -1.508116e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -15081190.000000 Penalty: 5719.810059
	Iteration 20F: 3 clusters Score -1.508119e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -15081249.000000 Penalty: 5719.810059
	Iteration 21Q: 3 clusters Score -1.508125e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -15081313.000000 Penalty: 5719.810059
	Iteration 22Q: 3 clusters Score -1.508131e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -15081349.000000 Penalty: 5719.810059
	Iteration 23Q: 3 clusters Score -1.508135e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99408 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -15081391.000000 Penalty: 5719.810059
	Iteration 24Q: 3 clusters Score -1.508139e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99480 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -15081477.000000 Penalty: 5719.810059
	Iteration 25Q: 3 clusters Score -1.508148e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15081566.000000 Penalty: 5719.810059
	Iteration 26Q: 3 clusters Score -1.508157e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -15081625.000000 Penalty: 5719.810059
	Iteration 27Q: 3 clusters Score -1.508162e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -15081688.000000 Penalty: 5719.810059
	Iteration 28Q: 3 clusters Score -1.508169e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -15081753.000000 Penalty: 5719.810059
	Iteration 29Q: 3 clusters Score -1.508175e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -15081845.000000 Penalty: 5719.810059
	Iteration 30Q: 3 clusters Score -1.508184e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -15081860.000000 Penalty: 5719.810059
	Iteration 31Q: 3 clusters Score -1.508186e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -15081879.000000 Penalty: 5719.810059
	Iteration 32Q: 3 clusters Score -1.508188e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -15081899.000000 Penalty: 5719.810059
	Iteration 33Q: 3 clusters Score -1.50819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15081910.000000 Penalty: 5719.810059
	Iteration 34Q: 3 clusters Score -1.508191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99793 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -15081900.000000 Penalty: 5719.810059
	Iteration 35Q: 3 clusters Score -1.50819e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -15081974.000000 Penalty: 5719.810059
	Iteration 36Q: 3 clusters Score -1.508197e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -15082011.000000 Penalty: 5719.810059
	Iteration 37Q: 3 clusters Score -1.508201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99852 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -15082041.000000 Penalty: 5719.810059
	Iteration 38Q: 3 clusters Score -1.508204e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99867 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -15082086.000000 Penalty: 5719.810059
	Iteration 39Q: 3 clusters Score -1.508209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15082133.000000 Penalty: 5719.810059
	Iteration 40F: 3 clusters Score -1.508213e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99892 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15082205.000000 Penalty: 5719.810059
	Iteration 41Q: 3 clusters Score -1.50822e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99899 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -15082279.000000 Penalty: 5719.810059
	Iteration 42Q: 3 clusters Score -1.508228e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99902 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -15082372.000000 Penalty: 5719.810059
	Iteration 43Q: 3 clusters Score -1.508237e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -15082422.000000 Penalty: 5719.810059
	Iteration 44Q: 3 clusters Score -1.508242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15082445.000000 Penalty: 5719.810059
	Iteration 45Q: 3 clusters Score -1.508244e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -15082466.000000 Penalty: 5719.810059
	Iteration 46Q: 3 clusters Score -1.508247e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -15082491.000000 Penalty: 5719.810059
	Iteration 47Q: 3 clusters Score -1.508249e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99783 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15082535.000000 Penalty: 5719.810059
	Iteration 48Q: 3 clusters Score -1.508254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15082538.000000 Penalty: 5719.810059
	Iteration 49Q: 3 clusters Score -1.508254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99734 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -15082537.000000 Penalty: 5719.810059
	Iteration 50Q: 3 clusters Score -1.508254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -15082553.000000 Penalty: 5719.810059
	Iteration 51Q: 3 clusters Score -1.508255e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15082542.000000 Penalty: 5719.810059
	Iteration 52Q: 3 clusters Score -1.508254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -15082566.000000 Penalty: 5719.810059
	Iteration 53Q: 3 clusters Score -1.508257e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -15082564.000000 Penalty: 5719.810059
	Iteration 54Q: 3 clusters Score -1.508256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99636 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -15082563.000000 Penalty: 5719.810059
	Iteration 55Q: 3 clusters Score -1.508256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99617 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -15082553.000000 Penalty: 5719.810059
	Iteration 56Q: 3 clusters Score -1.508255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99606 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -15082554.000000 Penalty: 5719.810059
	Iteration 57Q: 3 clusters Score -1.508255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -15082550.000000 Penalty: 5719.810059
	Iteration 58Q: 3 clusters Score -1.508255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15082549.000000 Penalty: 5719.810059
	Iteration 59Q: 3 clusters Score -1.508255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -15082544.000000 Penalty: 5719.810059
	Iteration 60F: 3 clusters Score -1.508254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15082549.000000 Penalty: 5719.810059
	Iteration 61Q: 3 clusters Score -1.508255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -15082548.000000 Penalty: 5719.810059
	Iteration 62Q: 3 clusters Score -1.508255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99585 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -15082547.000000 Penalty: 5719.810059
	Iteration 63Q: 3 clusters Score -1.508255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -15082548.000000 Penalty: 5719.810059
	Iteration 64Q: 3 clusters Score -1.508255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -15082548.000000 Penalty: 5719.810059
	Iteration 65Q: 3 clusters Score -1.508255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15082542.000000 Penalty: 5719.810059
	Iteration 66Q: 3 clusters Score -1.508254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15082548.000000 Penalty: 5719.810059
	Iteration 67Q: 3 clusters Score -1.508255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15082557.000000 Penalty: 5719.810059
	Iteration 68Q: 3 clusters Score -1.508256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -15082557.000000 Penalty: 5719.810059
	Iteration 69F: 3 clusters Score -1.508256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Entering Unmasked Estep 
Score: -1102881.500000 Penalty: 2218.377930
	Iteration 0F: 2 clusters Score -1102882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1096666.625000 Penalty: 4436.755859
	Iteration 0F: 3 clusters Score -1096667 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1098407.875000 Penalty: 4436.755859
	Iteration 1F: 3 clusters Score -1098408 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1098808.375000 Penalty: 4436.755859
	Iteration 2F: 3 clusters Score -1098808 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1099297.250000 Penalty: 4436.755859
	Iteration 3F: 3 clusters Score -1099297 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1099981.625000 Penalty: 4436.755859
	Iteration 4F: 3 clusters Score -1099982 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1100884.625000 Penalty: 4436.755859
	Iteration 5F: 3 clusters Score -1100885 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1101877.125000 Penalty: 4436.755859
	Iteration 6F: 3 clusters Score -1101877 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1102572.125000 Penalty: 4436.755859
	Iteration 7F: 3 clusters Score -1102572 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1102961.875000 Penalty: 4436.755859
	Iteration 8Q: 3 clusters Score -1102962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1103102.250000 Penalty: 4436.755859
	Iteration 9Q: 3 clusters Score -1103102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1103145.000000 Penalty: 4436.755859
	Iteration 10Q: 3 clusters Score -1103145 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1103165.250000 Penalty: 4436.755859
	Iteration 11Q: 3 clusters Score -1103165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1103171.875000 Penalty: 4436.755859
	Iteration 12Q: 3 clusters Score -1103172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1103173.375000 Penalty: 4436.755859
	Iteration 13Q: 3 clusters Score -1103173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1103181.500000 Penalty: 4436.755859
	Iteration 14Q: 3 clusters Score -1103182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1103182.000000 Penalty: 4436.755859
	Iteration 15Q: 3 clusters Score -1103182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1103183.750000 Penalty: 4436.755859
	Iteration 16Q: 3 clusters Score -1103184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1103184.625000 Penalty: 4436.755859
	Iteration 17Q: 3 clusters Score -1103185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1103187.125000 Penalty: 4436.755859
	Iteration 18Q: 3 clusters Score -1103187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1103185.375000 Penalty: 4436.755859
	Iteration 19Q: 3 clusters Score -1103185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1103184.500000 Penalty: 4436.755859
	Iteration 20F: 3 clusters Score -1103184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1103184.125000 Penalty: 4436.755859
	Iteration 21Q: 3 clusters Score -1103184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1103185.000000 Penalty: 4436.755859
	Iteration 22Q: 3 clusters Score -1103185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1103186.375000 Penalty: 4436.755859
	Iteration 23Q: 3 clusters Score -1103186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1103188.000000 Penalty: 4436.755859
	Iteration 24Q: 3 clusters Score -1103188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1103188.875000 Penalty: 4436.755859
	Iteration 25Q: 3 clusters Score -1103189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1103189.250000 Penalty: 4436.755859
	Iteration 26Q: 3 clusters Score -1103189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1103189.000000 Penalty: 4436.755859
	Iteration 27Q: 3 clusters Score -1103189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1103191.750000 Penalty: 4436.755859
	Iteration 28Q: 3 clusters Score -1103192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1103191.500000 Penalty: 4436.755859
	Iteration 29Q: 3 clusters Score -1103192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1103191.750000 Penalty: 4436.755859
	Iteration 30Q: 3 clusters Score -1103192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1103194.125000 Penalty: 4436.755859
	Iteration 31Q: 3 clusters Score -1103194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1103192.625000 Penalty: 4436.755859
	Iteration 32Q: 3 clusters Score -1103193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1103192.625000 Penalty: 4436.755859
	Iteration 33F: 3 clusters Score -1103193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101913 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 70633 members 
Mstep: Class 5 contains 61091 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13426 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 96069 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 16386 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11278 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12941 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7766 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36773 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Mstep: Class 48 contains 2974 members 
Entering Unmasked Estep 
Score: -115060544.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115061928.000000 to -115060544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (70633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70633 members 
Entering Unmasked Estep 
Score: -9926518.000000 Penalty: 2768.982666
	Iteration 0F: 2 clusters Score -9926518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -9879250.000000 Penalty: 5537.965332
	Iteration 0F: 3 clusters Score -9879250 nChanged 32945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9899082.000000 Penalty: 5537.965332
	Iteration 1F: 3 clusters Score -9899082 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -9901429.000000 Penalty: 5537.965332
	Iteration 2F: 3 clusters Score -9901429 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -9904316.000000 Penalty: 5537.965332
	Iteration 3F: 3 clusters Score -9904316 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -9907440.000000 Penalty: 5537.965332
	Iteration 4F: 3 clusters Score -9907440 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -9910381.000000 Penalty: 5537.965332
	Iteration 5F: 3 clusters Score -9910381 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9913027.000000 Penalty: 5537.965332
	Iteration 6F: 3 clusters Score -9913027 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -9915211.000000 Penalty: 5537.965332
	Iteration 7F: 3 clusters Score -9915211 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -9917220.000000 Penalty: 5537.965332
	Iteration 8Q: 3 clusters Score -9917220 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -9919195.000000 Penalty: 5537.965332
	Iteration 9Q: 3 clusters Score -9919195 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -9920910.000000 Penalty: 5537.965332
	Iteration 10Q: 3 clusters Score -9920910 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -9922293.000000 Penalty: 5537.965332
	Iteration 11Q: 3 clusters Score -9922293 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -9923401.000000 Penalty: 5537.965332
	Iteration 12Q: 3 clusters Score -9923401 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -9924192.000000 Penalty: 5537.965332
	Iteration 13Q: 3 clusters Score -9924192 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -9924672.000000 Penalty: 5537.965332
	Iteration 14Q: 3 clusters Score -9924672 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 67165 members 
Entering Unmasked Estep 
Score: -9924965.000000 Penalty: 5537.965332
	Iteration 15Q: 3 clusters Score -9924965 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -9925152.000000 Penalty: 5537.965332
	Iteration 16Q: 3 clusters Score -9925152 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 67858 members 
Entering Unmasked Estep 
Score: -9925243.000000 Penalty: 5537.965332
	Iteration 17Q: 3 clusters Score -9925243 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -9925307.000000 Penalty: 5537.965332
	Iteration 18Q: 3 clusters Score -9925307 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -9925378.000000 Penalty: 5537.965332
	Iteration 19Q: 3 clusters Score -9925378 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -9925420.000000 Penalty: 5537.965332
	Iteration 20F: 3 clusters Score -9925420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9925452.000000 Penalty: 5537.965332
	Iteration 21Q: 3 clusters Score -9925452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 68442 members 
Entering Unmasked Estep 
Score: -9925485.000000 Penalty: 5537.965332
	Iteration 22Q: 3 clusters Score -9925485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -9925515.000000 Penalty: 5537.965332
	Iteration 23Q: 3 clusters Score -9925515 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -9925512.000000 Penalty: 5537.965332
	Iteration 24Q: 3 clusters Score -9925512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9925539.000000 Penalty: 5537.965332
	Iteration 25Q: 3 clusters Score -9925539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -9925562.000000 Penalty: 5537.965332
	Iteration 26Q: 3 clusters Score -9925562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -9925567.000000 Penalty: 5537.965332
	Iteration 27Q: 3 clusters Score -9925567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 68639 members 
Entering Unmasked Estep 
Score: -9925573.000000 Penalty: 5537.965332
	Iteration 28Q: 3 clusters Score -9925573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -9925568.000000 Penalty: 5537.965332
	Iteration 29Q: 3 clusters Score -9925568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -9925563.000000 Penalty: 5537.965332
	Iteration 30Q: 3 clusters Score -9925563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -9925588.000000 Penalty: 5537.965332
	Iteration 31Q: 3 clusters Score -9925588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -9925611.000000 Penalty: 5537.965332
	Iteration 32Q: 3 clusters Score -9925611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -9925613.000000 Penalty: 5537.965332
	Iteration 33Q: 3 clusters Score -9925613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9925621.000000 Penalty: 5537.965332
	Iteration 34Q: 3 clusters Score -9925621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 68719 members 
Entering Unmasked Estep 
Score: -9925611.000000 Penalty: 5537.965332
	Iteration 35Q: 3 clusters Score -9925611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -9925608.000000 Penalty: 5537.965332
	Iteration 36Q: 3 clusters Score -9925608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -9925607.000000 Penalty: 5537.965332
	Iteration 37Q: 3 clusters Score -9925607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -9925608.000000 Penalty: 5537.965332
	Iteration 38Q: 3 clusters Score -9925608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -9925601.000000 Penalty: 5537.965332
	Iteration 39Q: 3 clusters Score -9925601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9925607.000000 Penalty: 5537.965332
	Iteration 40F: 3 clusters Score -9925607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 68762 members 
Entering Unmasked Estep 
Score: -9925611.000000 Penalty: 5537.965332
	Iteration 41Q: 3 clusters Score -9925611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 68769 members 
Entering Unmasked Estep 
Score: -9925614.000000 Penalty: 5537.965332
	Iteration 42Q: 3 clusters Score -9925614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -9925609.000000 Penalty: 5537.965332
	Iteration 43Q: 3 clusters Score -9925609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9925607.000000 Penalty: 5537.965332
	Iteration 44Q: 3 clusters Score -9925607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9925625.000000 Penalty: 5537.965332
	Iteration 45Q: 3 clusters Score -9925625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9925637.000000 Penalty: 5537.965332
	Iteration 46Q: 3 clusters Score -9925637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9925637.000000 Penalty: 5537.965332
	Iteration 47Q: 3 clusters Score -9925637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9925640.000000 Penalty: 5537.965332
	Iteration 48Q: 3 clusters Score -9925640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9925637.000000 Penalty: 5537.965332
	Iteration 49Q: 3 clusters Score -9925637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9925633.000000 Penalty: 5537.965332
	Iteration 50Q: 3 clusters Score -9925633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9925636.000000 Penalty: 5537.965332
	Iteration 51Q: 3 clusters Score -9925636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -9925636.000000 Penalty: 5537.965332
	Iteration 52F: 3 clusters Score -9925636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Entering Unmasked Estep 
Score: -9165847.000000 Penalty: 2732.989746
	Iteration 0F: 2 clusters Score -9165847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -9124991.000000 Penalty: 5465.979492
	Iteration 0F: 3 clusters Score -9124991 nChanged 28508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -9140754.000000 Penalty: 5465.979492
	Iteration 1F: 3 clusters Score -9140754 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -9141771.000000 Penalty: 5465.979492
	Iteration 2Q: 3 clusters Score -9141771 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -9143162.000000 Penalty: 5465.979492
	Iteration 3Q: 3 clusters Score -9143162 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -9144949.000000 Penalty: 5465.979492
	Iteration 4F: 3 clusters Score -9144949 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -9147041.000000 Penalty: 5465.979492
	Iteration 5F: 3 clusters Score -9147041 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -9149277.000000 Penalty: 5465.979492
	Iteration 6F: 3 clusters Score -9149277 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9151374.000000 Penalty: 5465.979492
	Iteration 7F: 3 clusters Score -9151374 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -9153450.000000 Penalty: 5465.979492
	Iteration 8F: 3 clusters Score -9153450 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9155383.000000 Penalty: 5465.979492
	Iteration 9F: 3 clusters Score -9155383 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -9156698.000000 Penalty: 5465.979492
	Iteration 10Q: 3 clusters Score -9156698 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -9157441.000000 Penalty: 5465.979492
	Iteration 11Q: 3 clusters Score -9157441 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9157757.000000 Penalty: 5465.979492
	Iteration 12Q: 3 clusters Score -9157757 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -9157982.000000 Penalty: 5465.979492
	Iteration 13Q: 3 clusters Score -9157982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -9158238.000000 Penalty: 5465.979492
	Iteration 14Q: 3 clusters Score -9158238 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -9158472.000000 Penalty: 5465.979492
	Iteration 15Q: 3 clusters Score -9158472 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9158734.000000 Penalty: 5465.979492
	Iteration 16Q: 3 clusters Score -9158734 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -9159014.000000 Penalty: 5465.979492
	Iteration 17Q: 3 clusters Score -9159014 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -9159262.000000 Penalty: 5465.979492
	Iteration 18Q: 3 clusters Score -9159262 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -9159512.000000 Penalty: 5465.979492
	Iteration 19Q: 3 clusters Score -9159512 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9159748.000000 Penalty: 5465.979492
	Iteration 20F: 3 clusters Score -9159748 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -9159944.000000 Penalty: 5465.979492
	Iteration 21Q: 3 clusters Score -9159944 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -9160202.000000 Penalty: 5465.979492
	Iteration 22Q: 3 clusters Score -9160202 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -9160380.000000 Penalty: 5465.979492
	Iteration 23Q: 3 clusters Score -9160380 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -9160560.000000 Penalty: 5465.979492
	Iteration 24Q: 3 clusters Score -9160560 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -9160729.000000 Penalty: 5465.979492
	Iteration 25Q: 3 clusters Score -9160729 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -9160866.000000 Penalty: 5465.979492
	Iteration 26Q: 3 clusters Score -9160866 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -9160981.000000 Penalty: 5465.979492
	Iteration 27Q: 3 clusters Score -9160981 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -9161098.000000 Penalty: 5465.979492
	Iteration 28Q: 3 clusters Score -9161098 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -9161186.000000 Penalty: 5465.979492
	Iteration 29Q: 3 clusters Score -9161186 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -9161328.000000 Penalty: 5465.979492
	Iteration 30Q: 3 clusters Score -9161328 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -9161475.000000 Penalty: 5465.979492
	Iteration 31Q: 3 clusters Score -9161475 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -9161574.000000 Penalty: 5465.979492
	Iteration 32Q: 3 clusters Score -9161574 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -9161681.000000 Penalty: 5465.979492
	Iteration 33Q: 3 clusters Score -9161681 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -9161808.000000 Penalty: 5465.979492
	Iteration 34Q: 3 clusters Score -9161808 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -9161968.000000 Penalty: 5465.979492
	Iteration 35Q: 3 clusters Score -9161968 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -9162085.000000 Penalty: 5465.979492
	Iteration 36Q: 3 clusters Score -9162085 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -9162213.000000 Penalty: 5465.979492
	Iteration 37Q: 3 clusters Score -9162213 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -9162390.000000 Penalty: 5465.979492
	Iteration 38Q: 3 clusters Score -9162390 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -9162464.000000 Penalty: 5465.979492
	Iteration 39Q: 3 clusters Score -9162464 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -9162582.000000 Penalty: 5465.979492
	Iteration 40F: 3 clusters Score -9162582 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -9162686.000000 Penalty: 5465.979492
	Iteration 41Q: 3 clusters Score -9162686 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -9162818.000000 Penalty: 5465.979492
	Iteration 42Q: 3 clusters Score -9162818 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -9162878.000000 Penalty: 5465.979492
	Iteration 43Q: 3 clusters Score -9162878 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -9163002.000000 Penalty: 5465.979492
	Iteration 44Q: 3 clusters Score -9163002 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53240 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -9163071.000000 Penalty: 5465.979492
	Iteration 45Q: 3 clusters Score -9163071 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9163157.000000 Penalty: 5465.979492
	Iteration 46Q: 3 clusters Score -9163157 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -9163239.000000 Penalty: 5465.979492
	Iteration 47Q: 3 clusters Score -9163239 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -9163315.000000 Penalty: 5465.979492
	Iteration 48Q: 3 clusters Score -9163315 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -9163363.000000 Penalty: 5465.979492
	Iteration 49Q: 3 clusters Score -9163363 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9163434.000000 Penalty: 5465.979492
	Iteration 50Q: 3 clusters Score -9163434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -9163496.000000 Penalty: 5465.979492
	Iteration 51Q: 3 clusters Score -9163496 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -9163543.000000 Penalty: 5465.979492
	Iteration 52Q: 3 clusters Score -9163543 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9163607.000000 Penalty: 5465.979492
	Iteration 53Q: 3 clusters Score -9163607 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -9163689.000000 Penalty: 5465.979492
	Iteration 54Q: 3 clusters Score -9163689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -9163785.000000 Penalty: 5465.979492
	Iteration 55Q: 3 clusters Score -9163785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9163833.000000 Penalty: 5465.979492
	Iteration 56Q: 3 clusters Score -9163833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56478 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -9163889.000000 Penalty: 5465.979492
	Iteration 57Q: 3 clusters Score -9163889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -9163915.000000 Penalty: 5465.979492
	Iteration 58Q: 3 clusters Score -9163915 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56799 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9163975.000000 Penalty: 5465.979492
	Iteration 59Q: 3 clusters Score -9163975 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9164033.000000 Penalty: 5465.979492
	Iteration 60F: 3 clusters Score -9164033 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57051 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9164045.000000 Penalty: 5465.979492
	Iteration 61Q: 3 clusters Score -9164045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9164084.000000 Penalty: 5465.979492
	Iteration 62Q: 3 clusters Score -9164084 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -9164108.000000 Penalty: 5465.979492
	Iteration 63Q: 3 clusters Score -9164108 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9164132.000000 Penalty: 5465.979492
	Iteration 64Q: 3 clusters Score -9164132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9164140.000000 Penalty: 5465.979492
	Iteration 65Q: 3 clusters Score -9164140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9164154.000000 Penalty: 5465.979492
	Iteration 66Q: 3 clusters Score -9164154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9164189.000000 Penalty: 5465.979492
	Iteration 67Q: 3 clusters Score -9164189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -9164205.000000 Penalty: 5465.979492
	Iteration 68Q: 3 clusters Score -9164205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -9164216.000000 Penalty: 5465.979492
	Iteration 69Q: 3 clusters Score -9164216 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57842 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9164230.000000 Penalty: 5465.979492
	Iteration 70Q: 3 clusters Score -9164230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9164238.000000 Penalty: 5465.979492
	Iteration 71Q: 3 clusters Score -9164238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9164273.000000 Penalty: 5465.979492
	Iteration 72Q: 3 clusters Score -9164273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9164287.000000 Penalty: 5465.979492
	Iteration 73Q: 3 clusters Score -9164287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9164298.000000 Penalty: 5465.979492
	Iteration 74Q: 3 clusters Score -9164298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -9164301.000000 Penalty: 5465.979492
	Iteration 75Q: 3 clusters Score -9164301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9164302.000000 Penalty: 5465.979492
	Iteration 76Q: 3 clusters Score -9164302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9164309.000000 Penalty: 5465.979492
	Iteration 77Q: 3 clusters Score -9164309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -9164321.000000 Penalty: 5465.979492
	Iteration 78Q: 3 clusters Score -9164321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9164337.000000 Penalty: 5465.979492
	Iteration 79Q: 3 clusters Score -9164337 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9164336.000000 Penalty: 5465.979492
	Iteration 80F: 3 clusters Score -9164336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 5465.979492
	Iteration 81Q: 3 clusters Score -9164349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9164346.000000 Penalty: 5465.979492
	Iteration 82Q: 3 clusters Score -9164346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9164340.000000 Penalty: 5465.979492
	Iteration 83Q: 3 clusters Score -9164340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9164347.000000 Penalty: 5465.979492
	Iteration 84Q: 3 clusters Score -9164347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 5465.979492
	Iteration 85Q: 3 clusters Score -9164349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9164345.000000 Penalty: 5465.979492
	Iteration 86Q: 3 clusters Score -9164345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58430 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9164339.000000 Penalty: 5465.979492
	Iteration 87Q: 3 clusters Score -9164339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9164338.000000 Penalty: 5465.979492
	Iteration 88Q: 3 clusters Score -9164338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 5465.979492
	Iteration 89Q: 3 clusters Score -9164349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9164342.000000 Penalty: 5465.979492
	Iteration 90Q: 3 clusters Score -9164342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9164348.000000 Penalty: 5465.979492
	Iteration 91Q: 3 clusters Score -9164348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9164335.000000 Penalty: 5465.979492
	Iteration 92Q: 3 clusters Score -9164335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9164335.000000 Penalty: 5465.979492
	Iteration 93Q: 3 clusters Score -9164335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9164338.000000 Penalty: 5465.979492
	Iteration 94Q: 3 clusters Score -9164338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9164336.000000 Penalty: 5465.979492
	Iteration 95Q: 3 clusters Score -9164336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 5465.979492
	Iteration 96Q: 3 clusters Score -9164349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9164352.000000 Penalty: 5465.979492
	Iteration 97Q: 3 clusters Score -9164352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9164350.000000 Penalty: 5465.979492
	Iteration 98Q: 3 clusters Score -9164350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9164349.000000 Penalty: 5465.979492
	Iteration 99Q: 3 clusters Score -9164349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9164346.000000 Penalty: 5465.979492
	Iteration 100F: 3 clusters Score -9164346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9164341.000000 Penalty: 5465.979492
	Iteration 101Q: 3 clusters Score -9164341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9164341.000000 Penalty: 5465.979492
	Iteration 102F: 3 clusters Score -9164341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28246.167969 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28246.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28372.539062 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28372.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28397.843750 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28397.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28420.527344 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28420.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28441.503906 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28453.646484 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28453.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28457.615234 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28457.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28457.615234 Penalty: 2734.660645
	Iteration 7F: 3 clusters Score -28457.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Entering Unmasked Estep 
Score: -1755683.000000 Penalty: 2325.967285
	Iteration 0F: 2 clusters Score -1755683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1746838.375000 Penalty: 4651.934570
	Iteration 0F: 3 clusters Score -1746838 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1749561.625000 Penalty: 4651.934570
	Iteration 1F: 3 clusters Score -1749562 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1749964.875000 Penalty: 4651.934570
	Iteration 2F: 3 clusters Score -1749965 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1750384.375000 Penalty: 4651.934570
	Iteration 3F: 3 clusters Score -1750384 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1750838.750000 Penalty: 4651.934570
	Iteration 4F: 3 clusters Score -1750839 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1751355.375000 Penalty: 4651.934570
	Iteration 5F: 3 clusters Score -1751355 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1751880.000000 Penalty: 4651.934570
	Iteration 6F: 3 clusters Score -1751880 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1752360.250000 Penalty: 4651.934570
	Iteration 7F: 3 clusters Score -1752360 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1752684.500000 Penalty: 4651.934570
	Iteration 8Q: 3 clusters Score -1752684 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1752891.250000 Penalty: 4651.934570
	Iteration 9Q: 3 clusters Score -1752891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1753019.500000 Penalty: 4651.934570
	Iteration 10Q: 3 clusters Score -1753020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1753104.250000 Penalty: 4651.934570
	Iteration 11Q: 3 clusters Score -1753104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1753161.250000 Penalty: 4651.934570
	Iteration 12Q: 3 clusters Score -1753161 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1753205.125000 Penalty: 4651.934570
	Iteration 13Q: 3 clusters Score -1753205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1753232.625000 Penalty: 4651.934570
	Iteration 14Q: 3 clusters Score -1753233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1753279.250000 Penalty: 4651.934570
	Iteration 15Q: 3 clusters Score -1753279 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1753322.250000 Penalty: 4651.934570
	Iteration 16Q: 3 clusters Score -1753322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1753370.750000 Penalty: 4651.934570
	Iteration 17Q: 3 clusters Score -1753371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1753439.375000 Penalty: 4651.934570
	Iteration 18Q: 3 clusters Score -1753439 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1753496.625000 Penalty: 4651.934570
	Iteration 19Q: 3 clusters Score -1753497 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1753561.875000 Penalty: 4651.934570
	Iteration 20F: 3 clusters Score -1753562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1753627.125000 Penalty: 4651.934570
	Iteration 21Q: 3 clusters Score -1753627 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1753682.500000 Penalty: 4651.934570
	Iteration 22Q: 3 clusters Score -1753682 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1753742.250000 Penalty: 4651.934570
	Iteration 23Q: 3 clusters Score -1753742 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1753799.500000 Penalty: 4651.934570
	Iteration 24Q: 3 clusters Score -1753800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1753826.125000 Penalty: 4651.934570
	Iteration 25Q: 3 clusters Score -1753826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1753853.625000 Penalty: 4651.934570
	Iteration 26Q: 3 clusters Score -1753854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1753876.000000 Penalty: 4651.934570
	Iteration 27Q: 3 clusters Score -1753876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1753893.375000 Penalty: 4651.934570
	Iteration 28Q: 3 clusters Score -1753893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1753911.000000 Penalty: 4651.934570
	Iteration 29Q: 3 clusters Score -1753911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1753929.750000 Penalty: 4651.934570
	Iteration 30Q: 3 clusters Score -1753930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1753945.875000 Penalty: 4651.934570
	Iteration 31Q: 3 clusters Score -1753946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1753958.000000 Penalty: 4651.934570
	Iteration 32Q: 3 clusters Score -1753958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1753968.750000 Penalty: 4651.934570
	Iteration 33Q: 3 clusters Score -1753969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1753974.625000 Penalty: 4651.934570
	Iteration 34Q: 3 clusters Score -1753975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1753980.875000 Penalty: 4651.934570
	Iteration 35Q: 3 clusters Score -1753981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1753985.875000 Penalty: 4651.934570
	Iteration 36Q: 3 clusters Score -1753986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1753980.875000 Penalty: 4651.934570
	Iteration 37Q: 3 clusters Score -1753981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1753989.875000 Penalty: 4651.934570
	Iteration 38Q: 3 clusters Score -1753990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1753989.250000 Penalty: 4651.934570
	Iteration 39Q: 3 clusters Score -1753989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1753990.250000 Penalty: 4651.934570
	Iteration 40F: 3 clusters Score -1753990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1753991.750000 Penalty: 4651.934570
	Iteration 41Q: 3 clusters Score -1753992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1753994.875000 Penalty: 4651.934570
	Iteration 42Q: 3 clusters Score -1753995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1753996.125000 Penalty: 4651.934570
	Iteration 43Q: 3 clusters Score -1753996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1753996.750000 Penalty: 4651.934570
	Iteration 44Q: 3 clusters Score -1753997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1753996.500000 Penalty: 4651.934570
	Iteration 45Q: 3 clusters Score -1753996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1753995.375000 Penalty: 4651.934570
	Iteration 46Q: 3 clusters Score -1753995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1753999.500000 Penalty: 4651.934570
	Iteration 47Q: 3 clusters Score -1754000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1754001.750000 Penalty: 4651.934570
	Iteration 48Q: 3 clusters Score -1754002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1754003.875000 Penalty: 4651.934570
	Iteration 49Q: 3 clusters Score -1754004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1754005.625000 Penalty: 4651.934570
	Iteration 50Q: 3 clusters Score -1754006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1754006.250000 Penalty: 4651.934570
	Iteration 51Q: 3 clusters Score -1754006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1754004.125000 Penalty: 4651.934570
	Iteration 52Q: 3 clusters Score -1754004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1754005.875000 Penalty: 4651.934570
	Iteration 53Q: 3 clusters Score -1754006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1754006.000000 Penalty: 4651.934570
	Iteration 54Q: 3 clusters Score -1754006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1754005.625000 Penalty: 4651.934570
	Iteration 55Q: 3 clusters Score -1754006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1754005.000000 Penalty: 4651.934570
	Iteration 56Q: 3 clusters Score -1754005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1754007.250000 Penalty: 4651.934570
	Iteration 57Q: 3 clusters Score -1754007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1754007.375000 Penalty: 4651.934570
	Iteration 58Q: 3 clusters Score -1754007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1754004.125000 Penalty: 4651.934570
	Iteration 59Q: 3 clusters Score -1754004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1754003.250000 Penalty: 4651.934570
	Iteration 60F: 3 clusters Score -1754003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1754001.250000 Penalty: 4651.934570
	Iteration 61Q: 3 clusters Score -1754001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1754002.375000 Penalty: 4651.934570
	Iteration 62Q: 3 clusters Score -1754002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1754000.750000 Penalty: 4651.934570
	Iteration 63Q: 3 clusters Score -1754001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1754004.125000 Penalty: 4651.934570
	Iteration 64Q: 3 clusters Score -1754004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1754010.000000 Penalty: 4651.934570
	Iteration 65Q: 3 clusters Score -1754010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1754012.375000 Penalty: 4651.934570
	Iteration 66Q: 3 clusters Score -1754012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1754011.250000 Penalty: 4651.934570
	Iteration 67Q: 3 clusters Score -1754011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1754010.000000 Penalty: 4651.934570
	Iteration 68Q: 3 clusters Score -1754010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1754009.250000 Penalty: 4651.934570
	Iteration 69Q: 3 clusters Score -1754009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1754012.125000 Penalty: 4651.934570
	Iteration 70Q: 3 clusters Score -1754012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1754012.125000 Penalty: 4651.934570
	Iteration 71F: 3 clusters Score -1754012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Entering Unmasked Estep 
Score: -421149.875000 Penalty: 1990.328125
	Iteration 0F: 2 clusters Score -421149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -417864.968750 Penalty: 3980.656250
	Iteration 0F: 3 clusters Score -417865 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -418794.343750 Penalty: 3980.656250
	Iteration 1F: 3 clusters Score -418794.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -419362.625000 Penalty: 3980.656250
	Iteration 2F: 3 clusters Score -419362.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -419867.781250 Penalty: 3980.656250
	Iteration 3F: 3 clusters Score -419867.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -420204.250000 Penalty: 3980.656250
	Iteration 4F: 3 clusters Score -420204.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -420406.593750 Penalty: 3980.656250
	Iteration 5Q: 3 clusters Score -420406.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -420563.562500 Penalty: 3980.656250
	Iteration 6Q: 3 clusters Score -420563.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -420655.531250 Penalty: 3980.656250
	Iteration 7Q: 3 clusters Score -420655.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -420696.968750 Penalty: 3980.656250
	Iteration 8Q: 3 clusters Score -420697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -420726.500000 Penalty: 3980.656250
	Iteration 9Q: 3 clusters Score -420726.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -420746.625000 Penalty: 3980.656250
	Iteration 10Q: 3 clusters Score -420746.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -420759.343750 Penalty: 3980.656250
	Iteration 11Q: 3 clusters Score -420759.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -420766.125000 Penalty: 3980.656250
	Iteration 12Q: 3 clusters Score -420766.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -420770.156250 Penalty: 3980.656250
	Iteration 13Q: 3 clusters Score -420770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -420772.468750 Penalty: 3980.656250
	Iteration 14Q: 3 clusters Score -420772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -420774.968750 Penalty: 3980.656250
	Iteration 15Q: 3 clusters Score -420775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -420777.531250 Penalty: 3980.656250
	Iteration 16Q: 3 clusters Score -420777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -420782.625000 Penalty: 3980.656250
	Iteration 17Q: 3 clusters Score -420782.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -420785.437500 Penalty: 3980.656250
	Iteration 18Q: 3 clusters Score -420785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -420786.593750 Penalty: 3980.656250
	Iteration 19Q: 3 clusters Score -420786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -420787.250000 Penalty: 3980.656250
	Iteration 20F: 3 clusters Score -420787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -420788.406250 Penalty: 3980.656250
	Iteration 21Q: 3 clusters Score -420788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -420789.593750 Penalty: 3980.656250
	Iteration 22Q: 3 clusters Score -420789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -420791.156250 Penalty: 3980.656250
	Iteration 23Q: 3 clusters Score -420791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -420794.468750 Penalty: 3980.656250
	Iteration 24Q: 3 clusters Score -420794.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -420796.062500 Penalty: 3980.656250
	Iteration 25Q: 3 clusters Score -420796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420795.750000 Penalty: 3980.656250
	Iteration 26Q: 3 clusters Score -420795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420795.750000 Penalty: 3980.656250
	Iteration 27F: 3 clusters Score -420795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Entering Unmasked Estep 
Score: -1955181.375000 Penalty: 2357.227295
	Iteration 0F: 2 clusters Score -1955181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1945287.500000 Penalty: 4714.454590
	Iteration 0F: 3 clusters Score -1945288 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1948424.000000 Penalty: 4714.454590
	Iteration 1F: 3 clusters Score -1948424 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1949096.250000 Penalty: 4714.454590
	Iteration 2F: 3 clusters Score -1949096 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1949898.625000 Penalty: 4714.454590
	Iteration 3F: 3 clusters Score -1949899 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1950923.500000 Penalty: 4714.454590
	Iteration 4F: 3 clusters Score -1950924 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1952007.625000 Penalty: 4714.454590
	Iteration 5F: 3 clusters Score -1952008 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1952846.250000 Penalty: 4714.454590
	Iteration 6F: 3 clusters Score -1952846 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1953354.375000 Penalty: 4714.454590
	Iteration 7F: 3 clusters Score -1953354 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1953622.000000 Penalty: 4714.454590
	Iteration 8Q: 3 clusters Score -1953622 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1953775.625000 Penalty: 4714.454590
	Iteration 9Q: 3 clusters Score -1953776 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1953868.750000 Penalty: 4714.454590
	Iteration 10Q: 3 clusters Score -1953869 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1953925.625000 Penalty: 4714.454590
	Iteration 11Q: 3 clusters Score -1953926 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1953973.875000 Penalty: 4714.454590
	Iteration 12Q: 3 clusters Score -1953974 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1954011.500000 Penalty: 4714.454590
	Iteration 13Q: 3 clusters Score -1954012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1954032.625000 Penalty: 4714.454590
	Iteration 14Q: 3 clusters Score -1954033 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1954064.500000 Penalty: 4714.454590
	Iteration 15Q: 3 clusters Score -1954064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1954100.125000 Penalty: 4714.454590
	Iteration 16Q: 3 clusters Score -1954100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1954115.250000 Penalty: 4714.454590
	Iteration 17Q: 3 clusters Score -1954115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1954138.875000 Penalty: 4714.454590
	Iteration 18Q: 3 clusters Score -1954139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1954169.000000 Penalty: 4714.454590
	Iteration 19Q: 3 clusters Score -1954169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1954194.625000 Penalty: 4714.454590
	Iteration 20F: 3 clusters Score -1954195 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1954219.000000 Penalty: 4714.454590
	Iteration 21Q: 3 clusters Score -1954219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1954233.375000 Penalty: 4714.454590
	Iteration 22Q: 3 clusters Score -1954233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1954249.000000 Penalty: 4714.454590
	Iteration 23Q: 3 clusters Score -1954249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1954254.500000 Penalty: 4714.454590
	Iteration 24Q: 3 clusters Score -1954254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1954258.375000 Penalty: 4714.454590
	Iteration 25Q: 3 clusters Score -1954258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1954264.375000 Penalty: 4714.454590
	Iteration 26Q: 3 clusters Score -1954264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1954265.500000 Penalty: 4714.454590
	Iteration 27Q: 3 clusters Score -1954266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1954273.000000 Penalty: 4714.454590
	Iteration 28Q: 3 clusters Score -1954273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1954272.000000 Penalty: 4714.454590
	Iteration 29Q: 3 clusters Score -1954272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1954275.375000 Penalty: 4714.454590
	Iteration 30Q: 3 clusters Score -1954275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1954277.125000 Penalty: 4714.454590
	Iteration 31Q: 3 clusters Score -1954277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1954279.000000 Penalty: 4714.454590
	Iteration 32Q: 3 clusters Score -1954279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1954279.250000 Penalty: 4714.454590
	Iteration 33Q: 3 clusters Score -1954279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1954280.375000 Penalty: 4714.454590
	Iteration 34Q: 3 clusters Score -1954280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1954279.500000 Penalty: 4714.454590
	Iteration 35Q: 3 clusters Score -1954280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1954286.000000 Penalty: 4714.454590
	Iteration 36Q: 3 clusters Score -1954286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1954291.125000 Penalty: 4714.454590
	Iteration 37Q: 3 clusters Score -1954291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1954291.750000 Penalty: 4714.454590
	Iteration 38Q: 3 clusters Score -1954292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1954295.125000 Penalty: 4714.454590
	Iteration 39Q: 3 clusters Score -1954295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1954296.625000 Penalty: 4714.454590
	Iteration 40F: 3 clusters Score -1954297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1954295.875000 Penalty: 4714.454590
	Iteration 41Q: 3 clusters Score -1954296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1954300.625000 Penalty: 4714.454590
	Iteration 42Q: 3 clusters Score -1954301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1954303.625000 Penalty: 4714.454590
	Iteration 43Q: 3 clusters Score -1954304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1954302.875000 Penalty: 4714.454590
	Iteration 44Q: 3 clusters Score -1954303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1954304.750000 Penalty: 4714.454590
	Iteration 45Q: 3 clusters Score -1954305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1954307.875000 Penalty: 4714.454590
	Iteration 46Q: 3 clusters Score -1954308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1954306.375000 Penalty: 4714.454590
	Iteration 47Q: 3 clusters Score -1954306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1954307.125000 Penalty: 4714.454590
	Iteration 48Q: 3 clusters Score -1954307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1954309.875000 Penalty: 4714.454590
	Iteration 49Q: 3 clusters Score -1954310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1954314.000000 Penalty: 4714.454590
	Iteration 50Q: 3 clusters Score -1954314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1954311.625000 Penalty: 4714.454590
	Iteration 51Q: 3 clusters Score -1954312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1954311.500000 Penalty: 4714.454590
	Iteration 52Q: 3 clusters Score -1954312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1954313.500000 Penalty: 4714.454590
	Iteration 53Q: 3 clusters Score -1954314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1954312.125000 Penalty: 4714.454590
	Iteration 54Q: 3 clusters Score -1954312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1954313.125000 Penalty: 4714.454590
	Iteration 55Q: 3 clusters Score -1954313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1954315.500000 Penalty: 4714.454590
	Iteration 56Q: 3 clusters Score -1954316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1954314.875000 Penalty: 4714.454590
	Iteration 57Q: 3 clusters Score -1954315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1954316.000000 Penalty: 4714.454590
	Iteration 58Q: 3 clusters Score -1954316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1954318.500000 Penalty: 4714.454590
	Iteration 59Q: 3 clusters Score -1954318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1954322.500000 Penalty: 4714.454590
	Iteration 60F: 3 clusters Score -1954322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1954320.625000 Penalty: 4714.454590
	Iteration 61Q: 3 clusters Score -1954321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1954320.125000 Penalty: 4714.454590
	Iteration 62Q: 3 clusters Score -1954320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1954320.125000 Penalty: 4714.454590
	Iteration 63F: 3 clusters Score -1954320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -3201807.000000 Penalty: 2476.490967
	Iteration 0F: 2 clusters Score -3201807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -3186523.250000 Penalty: 4952.981934
	Iteration 0F: 3 clusters Score -3186523 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3191837.000000 Penalty: 4952.981934
	Iteration 1F: 3 clusters Score -3191837 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3192333.000000 Penalty: 4952.981934
	Iteration 2F: 3 clusters Score -3192333 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3192735.750000 Penalty: 4952.981934
	Iteration 3Q: 3 clusters Score -3192736 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3193053.500000 Penalty: 4952.981934
	Iteration 4Q: 3 clusters Score -3193054 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3193373.750000 Penalty: 4952.981934
	Iteration 5Q: 3 clusters Score -3193374 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3193746.750000 Penalty: 4952.981934
	Iteration 6Q: 3 clusters Score -3193747 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3194160.250000 Penalty: 4952.981934
	Iteration 7Q: 3 clusters Score -3194160 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3194619.750000 Penalty: 4952.981934
	Iteration 8Q: 3 clusters Score -3194620 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -3195145.500000 Penalty: 4952.981934
	Iteration 9Q: 3 clusters Score -3195146 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3195715.750000 Penalty: 4952.981934
	Iteration 10Q: 3 clusters Score -3195716 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3196231.250000 Penalty: 4952.981934
	Iteration 11Q: 3 clusters Score -3196231 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3196662.250000 Penalty: 4952.981934
	Iteration 12Q: 3 clusters Score -3196662 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -3196998.000000 Penalty: 4952.981934
	Iteration 13Q: 3 clusters Score -3196998 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3197293.500000 Penalty: 4952.981934
	Iteration 14Q: 3 clusters Score -3197294 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3197509.250000 Penalty: 4952.981934
	Iteration 15Q: 3 clusters Score -3197509 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3197684.000000 Penalty: 4952.981934
	Iteration 16Q: 3 clusters Score -3197684 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -3197843.500000 Penalty: 4952.981934
	Iteration 17Q: 3 clusters Score -3197844 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3197969.500000 Penalty: 4952.981934
	Iteration 18Q: 3 clusters Score -3197970 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3198102.250000 Penalty: 4952.981934
	Iteration 19Q: 3 clusters Score -3198102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3198235.250000 Penalty: 4952.981934
	Iteration 20F: 3 clusters Score -3198235 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -3198348.500000 Penalty: 4952.981934
	Iteration 21Q: 3 clusters Score -3198348 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3198452.750000 Penalty: 4952.981934
	Iteration 22Q: 3 clusters Score -3198453 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3198543.250000 Penalty: 4952.981934
	Iteration 23Q: 3 clusters Score -3198543 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3198635.500000 Penalty: 4952.981934
	Iteration 24Q: 3 clusters Score -3198636 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3198735.500000 Penalty: 4952.981934
	Iteration 25Q: 3 clusters Score -3198736 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3198835.500000 Penalty: 4952.981934
	Iteration 26Q: 3 clusters Score -3198836 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3198938.000000 Penalty: 4952.981934
	Iteration 27Q: 3 clusters Score -3198938 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3199032.500000 Penalty: 4952.981934
	Iteration 28Q: 3 clusters Score -3199032 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3199119.250000 Penalty: 4952.981934
	Iteration 29Q: 3 clusters Score -3199119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3199193.000000 Penalty: 4952.981934
	Iteration 30Q: 3 clusters Score -3199193 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -3199263.250000 Penalty: 4952.981934
	Iteration 31Q: 3 clusters Score -3199263 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3199342.250000 Penalty: 4952.981934
	Iteration 32Q: 3 clusters Score -3199342 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -3199411.750000 Penalty: 4952.981934
	Iteration 33Q: 3 clusters Score -3199412 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3199487.750000 Penalty: 4952.981934
	Iteration 34Q: 3 clusters Score -3199488 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -3199564.250000 Penalty: 4952.981934
	Iteration 35Q: 3 clusters Score -3199564 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3199611.750000 Penalty: 4952.981934
	Iteration 36Q: 3 clusters Score -3199612 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3199636.250000 Penalty: 4952.981934
	Iteration 37Q: 3 clusters Score -3199636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -3199667.750000 Penalty: 4952.981934
	Iteration 38Q: 3 clusters Score -3199668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3199684.500000 Penalty: 4952.981934
	Iteration 39Q: 3 clusters Score -3199684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -3199712.500000 Penalty: 4952.981934
	Iteration 40F: 3 clusters Score -3199712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -3199739.000000 Penalty: 4952.981934
	Iteration 41Q: 3 clusters Score -3199739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -3199758.250000 Penalty: 4952.981934
	Iteration 42Q: 3 clusters Score -3199758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3199769.500000 Penalty: 4952.981934
	Iteration 43Q: 3 clusters Score -3199770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3199775.750000 Penalty: 4952.981934
	Iteration 44Q: 3 clusters Score -3199776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3199771.750000 Penalty: 4952.981934
	Iteration 45Q: 3 clusters Score -3199772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3199782.500000 Penalty: 4952.981934
	Iteration 46Q: 3 clusters Score -3199782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3199784.000000 Penalty: 4952.981934
	Iteration 47Q: 3 clusters Score -3199784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -3199787.000000 Penalty: 4952.981934
	Iteration 48Q: 3 clusters Score -3199787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3199791.250000 Penalty: 4952.981934
	Iteration 49Q: 3 clusters Score -3199791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3199802.000000 Penalty: 4952.981934
	Iteration 50Q: 3 clusters Score -3199802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3199805.500000 Penalty: 4952.981934
	Iteration 51Q: 3 clusters Score -3199806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3199805.250000 Penalty: 4952.981934
	Iteration 52Q: 3 clusters Score -3199805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3199808.500000 Penalty: 4952.981934
	Iteration 53Q: 3 clusters Score -3199808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3199813.250000 Penalty: 4952.981934
	Iteration 54Q: 3 clusters Score -3199813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -3199816.000000 Penalty: 4952.981934
	Iteration 55Q: 3 clusters Score -3199816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -3199820.000000 Penalty: 4952.981934
	Iteration 56Q: 3 clusters Score -3199820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -3199821.750000 Penalty: 4952.981934
	Iteration 57Q: 3 clusters Score -3199822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3199824.500000 Penalty: 4952.981934
	Iteration 58Q: 3 clusters Score -3199824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -3199824.500000 Penalty: 4952.981934
	Iteration 59Q: 3 clusters Score -3199824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3199826.000000 Penalty: 4952.981934
	Iteration 60F: 3 clusters Score -3199826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3199823.750000 Penalty: 4952.981934
	Iteration 61Q: 3 clusters Score -3199824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3199826.500000 Penalty: 4952.981934
	Iteration 62Q: 3 clusters Score -3199826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3199825.500000 Penalty: 4952.981934
	Iteration 63Q: 3 clusters Score -3199826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3199825.500000 Penalty: 4952.981934
	Iteration 64F: 3 clusters Score -3199826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -521624.625000 Penalty: 2069.496094
	Iteration 0F: 2 clusters Score -521624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -517685.312500 Penalty: 4138.992188
	Iteration 0F: 3 clusters Score -517685.3 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -518895.093750 Penalty: 4138.992188
	Iteration 1F: 3 clusters Score -518895.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -519358.062500 Penalty: 4138.992188
	Iteration 2F: 3 clusters Score -519358.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -519745.500000 Penalty: 4138.992188
	Iteration 3F: 3 clusters Score -519745.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -520127.500000 Penalty: 4138.992188
	Iteration 4F: 3 clusters Score -520127.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -520434.156250 Penalty: 4138.992188
	Iteration 5F: 3 clusters Score -520434.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -520654.968750 Penalty: 4138.992188
	Iteration 6F: 3 clusters Score -520655 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -520789.656250 Penalty: 4138.992188
	Iteration 7Q: 3 clusters Score -520789.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -520873.875000 Penalty: 4138.992188
	Iteration 8Q: 3 clusters Score -520873.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -520955.500000 Penalty: 4138.992188
	Iteration 9Q: 3 clusters Score -520955.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -521008.281250 Penalty: 4138.992188
	Iteration 10Q: 3 clusters Score -521008.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -521039.937500 Penalty: 4138.992188
	Iteration 11Q: 3 clusters Score -521039.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -521071.187500 Penalty: 4138.992188
	Iteration 12Q: 3 clusters Score -521071.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -521094.250000 Penalty: 4138.992188
	Iteration 13Q: 3 clusters Score -521094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -521103.968750 Penalty: 4138.992188
	Iteration 14Q: 3 clusters Score -521104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -521110.937500 Penalty: 4138.992188
	Iteration 15Q: 3 clusters Score -521110.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -521117.906250 Penalty: 4138.992188
	Iteration 16Q: 3 clusters Score -521117.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -521122.500000 Penalty: 4138.992188
	Iteration 17Q: 3 clusters Score -521122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -521128.687500 Penalty: 4138.992188
	Iteration 18Q: 3 clusters Score -521128.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -521136.031250 Penalty: 4138.992188
	Iteration 19Q: 3 clusters Score -521136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -521141.687500 Penalty: 4138.992188
	Iteration 20F: 3 clusters Score -521141.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -521145.687500 Penalty: 4138.992188
	Iteration 21Q: 3 clusters Score -521145.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -521149.156250 Penalty: 4138.992188
	Iteration 22Q: 3 clusters Score -521149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -521152.031250 Penalty: 4138.992188
	Iteration 23Q: 3 clusters Score -521152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -521152.468750 Penalty: 4138.992188
	Iteration 24Q: 3 clusters Score -521152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -521153.500000 Penalty: 4138.992188
	Iteration 25Q: 3 clusters Score -521153.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -521152.812500 Penalty: 4138.992188
	Iteration 26Q: 3 clusters Score -521152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -521153.125000 Penalty: 4138.992188
	Iteration 27Q: 3 clusters Score -521153.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -521154.468750 Penalty: 4138.992188
	Iteration 28Q: 3 clusters Score -521154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -521154.937500 Penalty: 4138.992188
	Iteration 29Q: 3 clusters Score -521154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -521155.531250 Penalty: 4138.992188
	Iteration 30Q: 3 clusters Score -521155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -521154.875000 Penalty: 4138.992188
	Iteration 31Q: 3 clusters Score -521154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -521154.843750 Penalty: 4138.992188
	Iteration 32Q: 3 clusters Score -521154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -521156.531250 Penalty: 4138.992188
	Iteration 33Q: 3 clusters Score -521156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -521156.250000 Penalty: 4138.992188
	Iteration 34Q: 3 clusters Score -521156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -521157.968750 Penalty: 4138.992188
	Iteration 35Q: 3 clusters Score -521158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -521158.375000 Penalty: 4138.992188
	Iteration 36Q: 3 clusters Score -521158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -521159.468750 Penalty: 4138.992188
	Iteration 37Q: 3 clusters Score -521159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -521160.375000 Penalty: 4138.992188
	Iteration 38Q: 3 clusters Score -521160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -521163.218750 Penalty: 4138.992188
	Iteration 39Q: 3 clusters Score -521163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -521163.875000 Penalty: 4138.992188
	Iteration 40F: 3 clusters Score -521163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -521164.468750 Penalty: 4138.992188
	Iteration 41Q: 3 clusters Score -521164.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -521165.562500 Penalty: 4138.992188
	Iteration 42Q: 3 clusters Score -521165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -521166.937500 Penalty: 4138.992188
	Iteration 43Q: 3 clusters Score -521166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -521167.781250 Penalty: 4138.992188
	Iteration 44Q: 3 clusters Score -521167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -521168.187500 Penalty: 4138.992188
	Iteration 45Q: 3 clusters Score -521168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -521168.156250 Penalty: 4138.992188
	Iteration 46Q: 3 clusters Score -521168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -521169.406250 Penalty: 4138.992188
	Iteration 47Q: 3 clusters Score -521169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -521169.656250 Penalty: 4138.992188
	Iteration 48Q: 3 clusters Score -521169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -521170.468750 Penalty: 4138.992188
	Iteration 49Q: 3 clusters Score -521170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -521171.343750 Penalty: 4138.992188
	Iteration 50Q: 3 clusters Score -521171.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -521171.718750 Penalty: 4138.992188
	Iteration 51Q: 3 clusters Score -521171.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -521171.781250 Penalty: 4138.992188
	Iteration 52Q: 3 clusters Score -521171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -521172.343750 Penalty: 4138.992188
	Iteration 53Q: 3 clusters Score -521172.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -521173.250000 Penalty: 4138.992188
	Iteration 54Q: 3 clusters Score -521173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -521172.781250 Penalty: 4138.992188
	Iteration 55Q: 3 clusters Score -521172.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -521172.781250 Penalty: 4138.992188
	Iteration 56F: 3 clusters Score -521172.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Entering Unmasked Estep 
Score: -14442066.000000 Penalty: 2845.260010
	Iteration 0F: 2 clusters Score -1.444207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -14377960.000000 Penalty: 5690.520020
	Iteration 0F: 3 clusters Score -1.437796e+07 nChanged 45370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -14403373.000000 Penalty: 5690.520020
	Iteration 1F: 3 clusters Score -1.440337e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -14404131.000000 Penalty: 5690.520020
	Iteration 2Q: 3 clusters Score -1.440413e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -14404822.000000 Penalty: 5690.520020
	Iteration 3Q: 3 clusters Score -1.440482e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -14405634.000000 Penalty: 5690.520020
	Iteration 4Q: 3 clusters Score -1.440563e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -14406576.000000 Penalty: 5690.520020
	Iteration 5Q: 3 clusters Score -1.440658e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -14407748.000000 Penalty: 5690.520020
	Iteration 6Q: 3 clusters Score -1.440775e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -14409301.000000 Penalty: 5690.520020
	Iteration 7Q: 3 clusters Score -1.44093e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -14411593.000000 Penalty: 5690.520020
	Iteration 8Q: 3 clusters Score -1.441159e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -14414782.000000 Penalty: 5690.520020
	Iteration 9F: 3 clusters Score -1.441478e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -14418724.000000 Penalty: 5690.520020
	Iteration 10F: 3 clusters Score -1.441872e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -14422836.000000 Penalty: 5690.520020
	Iteration 11F: 3 clusters Score -1.442284e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -14426339.000000 Penalty: 5690.520020
	Iteration 12Q: 3 clusters Score -1.442634e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -14428962.000000 Penalty: 5690.520020
	Iteration 13Q: 3 clusters Score -1.442896e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -14430845.000000 Penalty: 5690.520020
	Iteration 14Q: 3 clusters Score -1.443084e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 84250 members 
Entering Unmasked Estep 
Score: -14432210.000000 Penalty: 5690.520020
	Iteration 15Q: 3 clusters Score -1.443221e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 86324 members 
Entering Unmasked Estep 
Score: -14433434.000000 Penalty: 5690.520020
	Iteration 16Q: 3 clusters Score -1.443343e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -14434655.000000 Penalty: 5690.520020
	Iteration 17Q: 3 clusters Score -1.443466e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -14435768.000000 Penalty: 5690.520020
	Iteration 18Q: 3 clusters Score -1.443577e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -14436582.000000 Penalty: 5690.520020
	Iteration 19Q: 3 clusters Score -1.443658e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -14437315.000000 Penalty: 5690.520020
	Iteration 20F: 3 clusters Score -1.443732e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -14437946.000000 Penalty: 5690.520020
	Iteration 21Q: 3 clusters Score -1.443795e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -14438407.000000 Penalty: 5690.520020
	Iteration 22Q: 3 clusters Score -1.443841e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -14438761.000000 Penalty: 5690.520020
	Iteration 23Q: 3 clusters Score -1.443876e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -14438967.000000 Penalty: 5690.520020
	Iteration 24Q: 3 clusters Score -1.443897e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 94750 members 
Entering Unmasked Estep 
Score: -14439114.000000 Penalty: 5690.520020
	Iteration 25Q: 3 clusters Score -1.443911e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 94917 members 
Entering Unmasked Estep 
Score: -14439211.000000 Penalty: 5690.520020
	Iteration 26Q: 3 clusters Score -1.443921e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -14439311.000000 Penalty: 5690.520020
	Iteration 27Q: 3 clusters Score -1.443931e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 95122 members 
Entering Unmasked Estep 
Score: -14439388.000000 Penalty: 5690.520020
	Iteration 28Q: 3 clusters Score -1.443939e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -14439425.000000 Penalty: 5690.520020
	Iteration 29Q: 3 clusters Score -1.443942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 95182 members 
Entering Unmasked Estep 
Score: -14439422.000000 Penalty: 5690.520020
	Iteration 30Q: 3 clusters Score -1.443942e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -14439419.000000 Penalty: 5690.520020
	Iteration 31Q: 3 clusters Score -1.443942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 95234 members 
Entering Unmasked Estep 
Score: -14439419.000000 Penalty: 5690.520020
	Iteration 32Q: 3 clusters Score -1.443942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -14439449.000000 Penalty: 5690.520020
	Iteration 33Q: 3 clusters Score -1.443945e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 95284 members 
Entering Unmasked Estep 
Score: -14439476.000000 Penalty: 5690.520020
	Iteration 34Q: 3 clusters Score -1.443948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -14439479.000000 Penalty: 5690.520020
	Iteration 35Q: 3 clusters Score -1.443948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -14439495.000000 Penalty: 5690.520020
	Iteration 36Q: 3 clusters Score -1.44395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 95328 members 
Entering Unmasked Estep 
Score: -14439500.000000 Penalty: 5690.520020
	Iteration 37Q: 3 clusters Score -1.44395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -14439512.000000 Penalty: 5690.520020
	Iteration 38Q: 3 clusters Score -1.443951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -14439533.000000 Penalty: 5690.520020
	Iteration 39Q: 3 clusters Score -1.443953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -14439547.000000 Penalty: 5690.520020
	Iteration 40F: 3 clusters Score -1.443955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95380 members 
Entering Unmasked Estep 
Score: -14439561.000000 Penalty: 5690.520020
	Iteration 41Q: 3 clusters Score -1.443956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -14439578.000000 Penalty: 5690.520020
	Iteration 42Q: 3 clusters Score -1.443958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -14439574.000000 Penalty: 5690.520020
	Iteration 43Q: 3 clusters Score -1.443957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -14439567.000000 Penalty: 5690.520020
	Iteration 44Q: 3 clusters Score -1.443957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 95402 members 
Entering Unmasked Estep 
Score: -14439572.000000 Penalty: 5690.520020
	Iteration 45Q: 3 clusters Score -1.443957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -14439570.000000 Penalty: 5690.520020
	Iteration 46Q: 3 clusters Score -1.443957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -14439569.000000 Penalty: 5690.520020
	Iteration 47Q: 3 clusters Score -1.443957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95404 members 
Entering Unmasked Estep 
Score: -14439569.000000 Penalty: 5690.520020
	Iteration 48Q: 3 clusters Score -1.443957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -14439572.000000 Penalty: 5690.520020
	Iteration 49Q: 3 clusters Score -1.443957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -14439575.000000 Penalty: 5690.520020
	Iteration 50Q: 3 clusters Score -1.443958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95407 members 
Entering Unmasked Estep 
Score: -14439578.000000 Penalty: 5690.520020
	Iteration 51Q: 3 clusters Score -1.443958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -14439575.000000 Penalty: 5690.520020
	Iteration 52Q: 3 clusters Score -1.443958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -14439575.000000 Penalty: 5690.520020
	Iteration 53F: 3 clusters Score -1.443958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -828420.625000 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -828420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -823395.500000 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -823395.5 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -824748.125000 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -824748.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -825108.312500 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -825108.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -825415.875000 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -825415.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -825699.312500 Penalty: 4293.417969
	Iteration 4F: 3 clusters Score -825699.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -825953.187500 Penalty: 4293.417969
	Iteration 5F: 3 clusters Score -825953.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -826155.625000 Penalty: 4293.417969
	Iteration 6F: 3 clusters Score -826155.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -826302.687500 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -826302.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -826415.625000 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -826415.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -826515.562500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -826515.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -826594.000000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -826594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -826668.125000 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -826668.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -826736.687500 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -826736.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -826788.062500 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -826788.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -826817.750000 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -826817.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -826851.375000 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -826851.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -826879.750000 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -826879.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -826903.125000 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -826903.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -826925.187500 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -826925.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -826948.875000 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -826948.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -826972.187500 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -826972.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -827004.812500 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -827004.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -827032.937500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -827032.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -827068.750000 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -827068.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -827109.625000 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -827109.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -827140.250000 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -827140.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -827171.375000 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -827171.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -827201.375000 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -827201.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -827235.187500 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -827235.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -827271.312500 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -827271.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -827296.937500 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -827296.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -827322.437500 Penalty: 4293.417969
	Iteration 31Q: 3 clusters Score -827322.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -827353.250000 Penalty: 4293.417969
	Iteration 32Q: 3 clusters Score -827353.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -827376.562500 Penalty: 4293.417969
	Iteration 33Q: 3 clusters Score -827376.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -827389.812500 Penalty: 4293.417969
	Iteration 34Q: 3 clusters Score -827389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -827404.312500 Penalty: 4293.417969
	Iteration 35Q: 3 clusters Score -827404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -827415.000000 Penalty: 4293.417969
	Iteration 36Q: 3 clusters Score -827415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -827430.062500 Penalty: 4293.417969
	Iteration 37Q: 3 clusters Score -827430.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -827459.687500 Penalty: 4293.417969
	Iteration 38Q: 3 clusters Score -827459.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -827498.812500 Penalty: 4293.417969
	Iteration 39Q: 3 clusters Score -827498.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -827524.750000 Penalty: 4293.417969
	Iteration 40F: 3 clusters Score -827524.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -827542.687500 Penalty: 4293.417969
	Iteration 41Q: 3 clusters Score -827542.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -827557.562500 Penalty: 4293.417969
	Iteration 42Q: 3 clusters Score -827557.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -827564.250000 Penalty: 4293.417969
	Iteration 43Q: 3 clusters Score -827564.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -827573.000000 Penalty: 4293.417969
	Iteration 44Q: 3 clusters Score -827573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -827577.562500 Penalty: 4293.417969
	Iteration 45Q: 3 clusters Score -827577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -827584.687500 Penalty: 4293.417969
	Iteration 46Q: 3 clusters Score -827584.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -827592.062500 Penalty: 4293.417969
	Iteration 47Q: 3 clusters Score -827592.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -827602.750000 Penalty: 4293.417969
	Iteration 48Q: 3 clusters Score -827602.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -827606.312500 Penalty: 4293.417969
	Iteration 49Q: 3 clusters Score -827606.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -827611.937500 Penalty: 4293.417969
	Iteration 50Q: 3 clusters Score -827611.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -827619.125000 Penalty: 4293.417969
	Iteration 51Q: 3 clusters Score -827619.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -827623.375000 Penalty: 4293.417969
	Iteration 52Q: 3 clusters Score -827623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -827625.625000 Penalty: 4293.417969
	Iteration 53Q: 3 clusters Score -827625.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -827625.750000 Penalty: 4293.417969
	Iteration 54Q: 3 clusters Score -827625.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -827626.562500 Penalty: 4293.417969
	Iteration 55Q: 3 clusters Score -827626.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -827625.812500 Penalty: 4293.417969
	Iteration 56Q: 3 clusters Score -827625.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -827628.187500 Penalty: 4293.417969
	Iteration 57Q: 3 clusters Score -827628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -827629.250000 Penalty: 4293.417969
	Iteration 58Q: 3 clusters Score -827629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -827629.250000 Penalty: 4293.417969
	Iteration 59F: 3 clusters Score -827629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -2128888.000000 Penalty: 2374.613281
	Iteration 0F: 2 clusters Score -2128888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2118500.000000 Penalty: 4749.226562
	Iteration 0F: 3 clusters Score -2118500 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2121862.000000 Penalty: 4749.226562
	Iteration 1F: 3 clusters Score -2121862 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2122364.500000 Penalty: 4749.226562
	Iteration 2F: 3 clusters Score -2122364 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2122893.250000 Penalty: 4749.226562
	Iteration 3F: 3 clusters Score -2122893 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2123448.250000 Penalty: 4749.226562
	Iteration 4F: 3 clusters Score -2123448 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2124035.750000 Penalty: 4749.226562
	Iteration 5F: 3 clusters Score -2124036 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2124567.500000 Penalty: 4749.226562
	Iteration 6F: 3 clusters Score -2124568 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2124959.000000 Penalty: 4749.226562
	Iteration 7Q: 3 clusters Score -2124959 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2125221.500000 Penalty: 4749.226562
	Iteration 8Q: 3 clusters Score -2125222 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2125396.000000 Penalty: 4749.226562
	Iteration 9Q: 3 clusters Score -2125396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2125542.000000 Penalty: 4749.226562
	Iteration 10Q: 3 clusters Score -2125542 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2125646.000000 Penalty: 4749.226562
	Iteration 11Q: 3 clusters Score -2125646 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2125724.500000 Penalty: 4749.226562
	Iteration 12Q: 3 clusters Score -2125724 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2125787.500000 Penalty: 4749.226562
	Iteration 13Q: 3 clusters Score -2125788 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2125856.250000 Penalty: 4749.226562
	Iteration 14Q: 3 clusters Score -2125856 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2125906.750000 Penalty: 4749.226562
	Iteration 15Q: 3 clusters Score -2125907 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2125951.000000 Penalty: 4749.226562
	Iteration 16Q: 3 clusters Score -2125951 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2125990.750000 Penalty: 4749.226562
	Iteration 17Q: 3 clusters Score -2125991 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2126041.000000 Penalty: 4749.226562
	Iteration 18Q: 3 clusters Score -2126041 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2126086.750000 Penalty: 4749.226562
	Iteration 19Q: 3 clusters Score -2126087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2126135.500000 Penalty: 4749.226562
	Iteration 20F: 3 clusters Score -2126136 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2126196.250000 Penalty: 4749.226562
	Iteration 21Q: 3 clusters Score -2126196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2126264.750000 Penalty: 4749.226562
	Iteration 22Q: 3 clusters Score -2126265 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2126340.250000 Penalty: 4749.226562
	Iteration 23Q: 3 clusters Score -2126340 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2126441.000000 Penalty: 4749.226562
	Iteration 24Q: 3 clusters Score -2126441 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2126565.250000 Penalty: 4749.226562
	Iteration 25Q: 3 clusters Score -2126565 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2126674.500000 Penalty: 4749.226562
	Iteration 26Q: 3 clusters Score -2126674 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2126754.250000 Penalty: 4749.226562
	Iteration 27Q: 3 clusters Score -2126754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2126815.250000 Penalty: 4749.226562
	Iteration 28Q: 3 clusters Score -2126815 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2126865.750000 Penalty: 4749.226562
	Iteration 29Q: 3 clusters Score -2126866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2126904.500000 Penalty: 4749.226562
	Iteration 30Q: 3 clusters Score -2126904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2126938.250000 Penalty: 4749.226562
	Iteration 31Q: 3 clusters Score -2126938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2126958.250000 Penalty: 4749.226562
	Iteration 32Q: 3 clusters Score -2126958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2126976.500000 Penalty: 4749.226562
	Iteration 33Q: 3 clusters Score -2126976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2126996.750000 Penalty: 4749.226562
	Iteration 34Q: 3 clusters Score -2126997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2127009.250000 Penalty: 4749.226562
	Iteration 35Q: 3 clusters Score -2127009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2127019.500000 Penalty: 4749.226562
	Iteration 36Q: 3 clusters Score -2127020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2127034.500000 Penalty: 4749.226562
	Iteration 37Q: 3 clusters Score -2127034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2127044.000000 Penalty: 4749.226562
	Iteration 38Q: 3 clusters Score -2127044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2127049.000000 Penalty: 4749.226562
	Iteration 39Q: 3 clusters Score -2127049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2127060.750000 Penalty: 4749.226562
	Iteration 40F: 3 clusters Score -2127061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2127068.250000 Penalty: 4749.226562
	Iteration 41Q: 3 clusters Score -2127068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2127076.000000 Penalty: 4749.226562
	Iteration 42Q: 3 clusters Score -2127076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2127072.250000 Penalty: 4749.226562
	Iteration 43Q: 3 clusters Score -2127072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2127080.250000 Penalty: 4749.226562
	Iteration 44Q: 3 clusters Score -2127080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2127083.000000 Penalty: 4749.226562
	Iteration 45Q: 3 clusters Score -2127083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2127090.250000 Penalty: 4749.226562
	Iteration 46Q: 3 clusters Score -2127090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2127089.000000 Penalty: 4749.226562
	Iteration 47Q: 3 clusters Score -2127089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2127091.750000 Penalty: 4749.226562
	Iteration 48Q: 3 clusters Score -2127092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2127090.500000 Penalty: 4749.226562
	Iteration 49Q: 3 clusters Score -2127090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2127091.500000 Penalty: 4749.226562
	Iteration 50Q: 3 clusters Score -2127092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2127093.000000 Penalty: 4749.226562
	Iteration 51Q: 3 clusters Score -2127093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2127094.500000 Penalty: 4749.226562
	Iteration 52Q: 3 clusters Score -2127094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2127096.500000 Penalty: 4749.226562
	Iteration 53Q: 3 clusters Score -2127096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2127103.250000 Penalty: 4749.226562
	Iteration 54Q: 3 clusters Score -2127103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2127101.250000 Penalty: 4749.226562
	Iteration 55Q: 3 clusters Score -2127101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2127104.750000 Penalty: 4749.226562
	Iteration 56Q: 3 clusters Score -2127105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2127110.750000 Penalty: 4749.226562
	Iteration 57Q: 3 clusters Score -2127111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2127114.000000 Penalty: 4749.226562
	Iteration 58Q: 3 clusters Score -2127114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2127110.500000 Penalty: 4749.226562
	Iteration 59Q: 3 clusters Score -2127110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2127112.000000 Penalty: 4749.226562
	Iteration 60F: 3 clusters Score -2127112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2127110.500000 Penalty: 4749.226562
	Iteration 61Q: 3 clusters Score -2127110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2127109.750000 Penalty: 4749.226562
	Iteration 62Q: 3 clusters Score -2127110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2127113.750000 Penalty: 4749.226562
	Iteration 63Q: 3 clusters Score -2127114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2127114.000000 Penalty: 4749.226562
	Iteration 64Q: 3 clusters Score -2127114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2127113.250000 Penalty: 4749.226562
	Iteration 65Q: 3 clusters Score -2127113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2127112.750000 Penalty: 4749.226562
	Iteration 66Q: 3 clusters Score -2127113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2127116.000000 Penalty: 4749.226562
	Iteration 67Q: 3 clusters Score -2127116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2127114.500000 Penalty: 4749.226562
	Iteration 68Q: 3 clusters Score -2127114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2127116.250000 Penalty: 4749.226562
	Iteration 69Q: 3 clusters Score -2127116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2127118.000000 Penalty: 4749.226562
	Iteration 70Q: 3 clusters Score -2127118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2127116.750000 Penalty: 4749.226562
	Iteration 71Q: 3 clusters Score -2127117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2127119.500000 Penalty: 4749.226562
	Iteration 72Q: 3 clusters Score -2127120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2127122.750000 Penalty: 4749.226562
	Iteration 73Q: 3 clusters Score -2127123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2127125.750000 Penalty: 4749.226562
	Iteration 74Q: 3 clusters Score -2127126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2127126.500000 Penalty: 4749.226562
	Iteration 75Q: 3 clusters Score -2127126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2127127.250000 Penalty: 4749.226562
	Iteration 76Q: 3 clusters Score -2127127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2127131.000000 Penalty: 4749.226562
	Iteration 77Q: 3 clusters Score -2127131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2127136.000000 Penalty: 4749.226562
	Iteration 78Q: 3 clusters Score -2127136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2127134.000000 Penalty: 4749.226562
	Iteration 79Q: 3 clusters Score -2127134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2127138.750000 Penalty: 4749.226562
	Iteration 80F: 3 clusters Score -2127139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2127137.750000 Penalty: 4749.226562
	Iteration 81Q: 3 clusters Score -2127138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2127138.250000 Penalty: 4749.226562
	Iteration 82Q: 3 clusters Score -2127138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2127137.750000 Penalty: 4749.226562
	Iteration 83Q: 3 clusters Score -2127138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2127138.250000 Penalty: 4749.226562
	Iteration 84Q: 3 clusters Score -2127138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2127141.000000 Penalty: 4749.226562
	Iteration 85Q: 3 clusters Score -2127141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2127141.250000 Penalty: 4749.226562
	Iteration 86Q: 3 clusters Score -2127141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2127142.000000 Penalty: 4749.226562
	Iteration 87Q: 3 clusters Score -2127142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2127142.750000 Penalty: 4749.226562
	Iteration 88Q: 3 clusters Score -2127143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2127145.500000 Penalty: 4749.226562
	Iteration 89Q: 3 clusters Score -2127146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2127146.000000 Penalty: 4749.226562
	Iteration 90Q: 3 clusters Score -2127146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2127146.250000 Penalty: 4749.226562
	Iteration 91Q: 3 clusters Score -2127146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2127143.750000 Penalty: 4749.226562
	Iteration 92Q: 3 clusters Score -2127144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2127146.500000 Penalty: 4749.226562
	Iteration 93Q: 3 clusters Score -2127146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2127147.750000 Penalty: 4749.226562
	Iteration 94Q: 3 clusters Score -2127148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2127147.500000 Penalty: 4749.226562
	Iteration 95Q: 3 clusters Score -2127148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2127147.500000 Penalty: 4749.226562
	Iteration 96F: 3 clusters Score -2127148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Entering Unmasked Estep 
Score: -2254276.500000 Penalty: 2406.637207
	Iteration 0F: 2 clusters Score -2254276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2242529.250000 Penalty: 4813.274414
	Iteration 0F: 3 clusters Score -2242529 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2246477.000000 Penalty: 4813.274414
	Iteration 1F: 3 clusters Score -2246477 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2247205.500000 Penalty: 4813.274414
	Iteration 2F: 3 clusters Score -2247206 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2247927.000000 Penalty: 4813.274414
	Iteration 3F: 3 clusters Score -2247927 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2248573.250000 Penalty: 4813.274414
	Iteration 4F: 3 clusters Score -2248573 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2249099.750000 Penalty: 4813.274414
	Iteration 5F: 3 clusters Score -2249100 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2249518.000000 Penalty: 4813.274414
	Iteration 6Q: 3 clusters Score -2249518 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2249830.750000 Penalty: 4813.274414
	Iteration 7Q: 3 clusters Score -2249831 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2250058.250000 Penalty: 4813.274414
	Iteration 8Q: 3 clusters Score -2250058 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2250242.000000 Penalty: 4813.274414
	Iteration 9Q: 3 clusters Score -2250242 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2250391.750000 Penalty: 4813.274414
	Iteration 10Q: 3 clusters Score -2250392 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2250511.500000 Penalty: 4813.274414
	Iteration 11Q: 3 clusters Score -2250512 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2250605.500000 Penalty: 4813.274414
	Iteration 12Q: 3 clusters Score -2250606 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2250679.500000 Penalty: 4813.274414
	Iteration 13Q: 3 clusters Score -2250680 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2250738.500000 Penalty: 4813.274414
	Iteration 14Q: 3 clusters Score -2250738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2250779.250000 Penalty: 4813.274414
	Iteration 15Q: 3 clusters Score -2250779 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2250819.500000 Penalty: 4813.274414
	Iteration 16Q: 3 clusters Score -2250820 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2250846.250000 Penalty: 4813.274414
	Iteration 17Q: 3 clusters Score -2250846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2250871.250000 Penalty: 4813.274414
	Iteration 18Q: 3 clusters Score -2250871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2250898.500000 Penalty: 4813.274414
	Iteration 19Q: 3 clusters Score -2250898 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2250918.500000 Penalty: 4813.274414
	Iteration 20F: 3 clusters Score -2250918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2250946.250000 Penalty: 4813.274414
	Iteration 21Q: 3 clusters Score -2250946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2250967.250000 Penalty: 4813.274414
	Iteration 22Q: 3 clusters Score -2250967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2250980.500000 Penalty: 4813.274414
	Iteration 23Q: 3 clusters Score -2250980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2251000.250000 Penalty: 4813.274414
	Iteration 24Q: 3 clusters Score -2251000 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2251013.000000 Penalty: 4813.274414
	Iteration 25Q: 3 clusters Score -2251013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2251041.000000 Penalty: 4813.274414
	Iteration 26Q: 3 clusters Score -2251041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2251067.500000 Penalty: 4813.274414
	Iteration 27Q: 3 clusters Score -2251068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2251113.500000 Penalty: 4813.274414
	Iteration 28Q: 3 clusters Score -2251114 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2251138.750000 Penalty: 4813.274414
	Iteration 29Q: 3 clusters Score -2251139 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2251180.000000 Penalty: 4813.274414
	Iteration 30Q: 3 clusters Score -2251180 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2251202.500000 Penalty: 4813.274414
	Iteration 31Q: 3 clusters Score -2251202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2251234.000000 Penalty: 4813.274414
	Iteration 32Q: 3 clusters Score -2251234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2251251.750000 Penalty: 4813.274414
	Iteration 33Q: 3 clusters Score -2251252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2251264.250000 Penalty: 4813.274414
	Iteration 34Q: 3 clusters Score -2251264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2251274.250000 Penalty: 4813.274414
	Iteration 35Q: 3 clusters Score -2251274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2251294.750000 Penalty: 4813.274414
	Iteration 36Q: 3 clusters Score -2251295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2251312.750000 Penalty: 4813.274414
	Iteration 37Q: 3 clusters Score -2251313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2251337.500000 Penalty: 4813.274414
	Iteration 38Q: 3 clusters Score -2251338 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2251379.750000 Penalty: 4813.274414
	Iteration 39Q: 3 clusters Score -2251380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2251423.000000 Penalty: 4813.274414
	Iteration 40F: 3 clusters Score -2251423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2251464.750000 Penalty: 4813.274414
	Iteration 41Q: 3 clusters Score -2251465 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2251528.500000 Penalty: 4813.274414
	Iteration 42Q: 3 clusters Score -2251528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2251598.500000 Penalty: 4813.274414
	Iteration 43Q: 3 clusters Score -2251598 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2251690.500000 Penalty: 4813.274414
	Iteration 44Q: 3 clusters Score -2251690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2251777.250000 Penalty: 4813.274414
	Iteration 45Q: 3 clusters Score -2251777 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2251857.250000 Penalty: 4813.274414
	Iteration 46Q: 3 clusters Score -2251857 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2251929.250000 Penalty: 4813.274414
	Iteration 47Q: 3 clusters Score -2251929 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2252001.250000 Penalty: 4813.274414
	Iteration 48Q: 3 clusters Score -2252001 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2252045.750000 Penalty: 4813.274414
	Iteration 49Q: 3 clusters Score -2252046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2252104.500000 Penalty: 4813.274414
	Iteration 50Q: 3 clusters Score -2252104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2252150.000000 Penalty: 4813.274414
	Iteration 51Q: 3 clusters Score -2252150 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2252220.250000 Penalty: 4813.274414
	Iteration 52Q: 3 clusters Score -2252220 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2252268.250000 Penalty: 4813.274414
	Iteration 53Q: 3 clusters Score -2252268 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2252299.750000 Penalty: 4813.274414
	Iteration 54Q: 3 clusters Score -2252300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2252333.250000 Penalty: 4813.274414
	Iteration 55Q: 3 clusters Score -2252333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2252365.750000 Penalty: 4813.274414
	Iteration 56Q: 3 clusters Score -2252366 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2252388.750000 Penalty: 4813.274414
	Iteration 57Q: 3 clusters Score -2252389 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2252415.500000 Penalty: 4813.274414
	Iteration 58Q: 3 clusters Score -2252416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2252438.500000 Penalty: 4813.274414
	Iteration 59Q: 3 clusters Score -2252438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2252465.750000 Penalty: 4813.274414
	Iteration 60F: 3 clusters Score -2252466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2252481.000000 Penalty: 4813.274414
	Iteration 61Q: 3 clusters Score -2252481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2252498.750000 Penalty: 4813.274414
	Iteration 62Q: 3 clusters Score -2252499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2252515.500000 Penalty: 4813.274414
	Iteration 63Q: 3 clusters Score -2252516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2252534.250000 Penalty: 4813.274414
	Iteration 64Q: 3 clusters Score -2252534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2252547.000000 Penalty: 4813.274414
	Iteration 65Q: 3 clusters Score -2252547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2252556.000000 Penalty: 4813.274414
	Iteration 66Q: 3 clusters Score -2252556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2252580.250000 Penalty: 4813.274414
	Iteration 67Q: 3 clusters Score -2252580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2252590.250000 Penalty: 4813.274414
	Iteration 68Q: 3 clusters Score -2252590 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2252619.000000 Penalty: 4813.274414
	Iteration 69Q: 3 clusters Score -2252619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2252640.750000 Penalty: 4813.274414
	Iteration 70Q: 3 clusters Score -2252641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2252672.750000 Penalty: 4813.274414
	Iteration 71Q: 3 clusters Score -2252673 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2252695.000000 Penalty: 4813.274414
	Iteration 72Q: 3 clusters Score -2252695 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2252723.500000 Penalty: 4813.274414
	Iteration 73Q: 3 clusters Score -2252724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2252738.500000 Penalty: 4813.274414
	Iteration 74Q: 3 clusters Score -2252738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2252753.750000 Penalty: 4813.274414
	Iteration 75Q: 3 clusters Score -2252754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2252761.750000 Penalty: 4813.274414
	Iteration 76Q: 3 clusters Score -2252762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2252779.000000 Penalty: 4813.274414
	Iteration 77Q: 3 clusters Score -2252779 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2252782.250000 Penalty: 4813.274414
	Iteration 78Q: 3 clusters Score -2252782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2252797.000000 Penalty: 4813.274414
	Iteration 79Q: 3 clusters Score -2252797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2252810.000000 Penalty: 4813.274414
	Iteration 80F: 3 clusters Score -2252810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2252819.500000 Penalty: 4813.274414
	Iteration 81Q: 3 clusters Score -2252820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2252829.500000 Penalty: 4813.274414
	Iteration 82Q: 3 clusters Score -2252830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2252836.000000 Penalty: 4813.274414
	Iteration 83Q: 3 clusters Score -2252836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2252848.250000 Penalty: 4813.274414
	Iteration 84Q: 3 clusters Score -2252848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2252851.250000 Penalty: 4813.274414
	Iteration 85Q: 3 clusters Score -2252851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2252865.000000 Penalty: 4813.274414
	Iteration 86Q: 3 clusters Score -2252865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2252875.750000 Penalty: 4813.274414
	Iteration 87Q: 3 clusters Score -2252876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2252885.250000 Penalty: 4813.274414
	Iteration 88Q: 3 clusters Score -2252885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2252887.250000 Penalty: 4813.274414
	Iteration 89Q: 3 clusters Score -2252887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2252898.000000 Penalty: 4813.274414
	Iteration 90Q: 3 clusters Score -2252898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2252908.500000 Penalty: 4813.274414
	Iteration 91Q: 3 clusters Score -2252908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2252917.250000 Penalty: 4813.274414
	Iteration 92Q: 3 clusters Score -2252917 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -2252933.000000 Penalty: 4813.274414
	Iteration 93Q: 3 clusters Score -2252933 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2252942.750000 Penalty: 4813.274414
	Iteration 94Q: 3 clusters Score -2252943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2252960.250000 Penalty: 4813.274414
	Iteration 95Q: 3 clusters Score -2252960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2252968.750000 Penalty: 4813.274414
	Iteration 96Q: 3 clusters Score -2252969 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2252976.000000 Penalty: 4813.274414
	Iteration 97Q: 3 clusters Score -2252976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2252993.000000 Penalty: 4813.274414
	Iteration 98Q: 3 clusters Score -2252993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2253008.250000 Penalty: 4813.274414
	Iteration 99Q: 3 clusters Score -2253008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2253018.000000 Penalty: 4813.274414
	Iteration 100F: 3 clusters Score -2253018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2253025.250000 Penalty: 4813.274414
	Iteration 101Q: 3 clusters Score -2253025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2253031.500000 Penalty: 4813.274414
	Iteration 102Q: 3 clusters Score -2253032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2253035.750000 Penalty: 4813.274414
	Iteration 103Q: 3 clusters Score -2253036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2253043.000000 Penalty: 4813.274414
	Iteration 104Q: 3 clusters Score -2253043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2253053.500000 Penalty: 4813.274414
	Iteration 105Q: 3 clusters Score -2253054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2253063.250000 Penalty: 4813.274414
	Iteration 106Q: 3 clusters Score -2253063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2253063.500000 Penalty: 4813.274414
	Iteration 107Q: 3 clusters Score -2253064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2253064.000000 Penalty: 4813.274414
	Iteration 108Q: 3 clusters Score -2253064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2253065.750000 Penalty: 4813.274414
	Iteration 109Q: 3 clusters Score -2253066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2253066.250000 Penalty: 4813.274414
	Iteration 110Q: 3 clusters Score -2253066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2253068.000000 Penalty: 4813.274414
	Iteration 111Q: 3 clusters Score -2253068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2253066.750000 Penalty: 4813.274414
	Iteration 112Q: 3 clusters Score -2253067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2253075.500000 Penalty: 4813.274414
	Iteration 113Q: 3 clusters Score -2253076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2253076.250000 Penalty: 4813.274414
	Iteration 114Q: 3 clusters Score -2253076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2253078.250000 Penalty: 4813.274414
	Iteration 115Q: 3 clusters Score -2253078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2253078.250000 Penalty: 4813.274414
	Iteration 116Q: 3 clusters Score -2253078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2253081.000000 Penalty: 4813.274414
	Iteration 117Q: 3 clusters Score -2253081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2253082.750000 Penalty: 4813.274414
	Iteration 118Q: 3 clusters Score -2253083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2253086.000000 Penalty: 4813.274414
	Iteration 119Q: 3 clusters Score -2253086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2253085.000000 Penalty: 4813.274414
	Iteration 120F: 3 clusters Score -2253085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2253082.750000 Penalty: 4813.274414
	Iteration 121Q: 3 clusters Score -2253083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2253089.500000 Penalty: 4813.274414
	Iteration 122Q: 3 clusters Score -2253090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2253088.250000 Penalty: 4813.274414
	Iteration 123Q: 3 clusters Score -2253088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2253091.500000 Penalty: 4813.274414
	Iteration 124Q: 3 clusters Score -2253092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2253095.250000 Penalty: 4813.274414
	Iteration 125Q: 3 clusters Score -2253095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2253094.250000 Penalty: 4813.274414
	Iteration 126Q: 3 clusters Score -2253094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2253094.250000 Penalty: 4813.274414
	Iteration 127Q: 3 clusters Score -2253094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2253096.000000 Penalty: 4813.274414
	Iteration 128Q: 3 clusters Score -2253096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2253095.250000 Penalty: 4813.274414
	Iteration 129Q: 3 clusters Score -2253095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2253100.000000 Penalty: 4813.274414
	Iteration 130Q: 3 clusters Score -2253100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2253096.500000 Penalty: 4813.274414
	Iteration 131Q: 3 clusters Score -2253096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2253099.750000 Penalty: 4813.274414
	Iteration 132Q: 3 clusters Score -2253100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2253102.250000 Penalty: 4813.274414
	Iteration 133Q: 3 clusters Score -2253102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2253103.250000 Penalty: 4813.274414
	Iteration 134Q: 3 clusters Score -2253103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2253103.750000 Penalty: 4813.274414
	Iteration 135Q: 3 clusters Score -2253104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2253107.000000 Penalty: 4813.274414
	Iteration 136Q: 3 clusters Score -2253107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2253113.500000 Penalty: 4813.274414
	Iteration 137Q: 3 clusters Score -2253114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2253120.250000 Penalty: 4813.274414
	Iteration 138Q: 3 clusters Score -2253120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2253126.750000 Penalty: 4813.274414
	Iteration 139Q: 3 clusters Score -2253127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2253125.000000 Penalty: 4813.274414
	Iteration 140F: 3 clusters Score -2253125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2253129.000000 Penalty: 4813.274414
	Iteration 141Q: 3 clusters Score -2253129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2253127.000000 Penalty: 4813.274414
	Iteration 142Q: 3 clusters Score -2253127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2253127.750000 Penalty: 4813.274414
	Iteration 143Q: 3 clusters Score -2253128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2253135.000000 Penalty: 4813.274414
	Iteration 144Q: 3 clusters Score -2253135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2253135.500000 Penalty: 4813.274414
	Iteration 145Q: 3 clusters Score -2253136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2253146.000000 Penalty: 4813.274414
	Iteration 146Q: 3 clusters Score -2253146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2253143.250000 Penalty: 4813.274414
	Iteration 147Q: 3 clusters Score -2253143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2253143.000000 Penalty: 4813.274414
	Iteration 148Q: 3 clusters Score -2253143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2253141.250000 Penalty: 4813.274414
	Iteration 149Q: 3 clusters Score -2253141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2253145.750000 Penalty: 4813.274414
	Iteration 150Q: 3 clusters Score -2253146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2253144.250000 Penalty: 4813.274414
	Iteration 151Q: 3 clusters Score -2253144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2253147.250000 Penalty: 4813.274414
	Iteration 152Q: 3 clusters Score -2253147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2253147.500000 Penalty: 4813.274414
	Iteration 153Q: 3 clusters Score -2253148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2253147.500000 Penalty: 4813.274414
	Iteration 154Q: 3 clusters Score -2253148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2253152.500000 Penalty: 4813.274414
	Iteration 155Q: 3 clusters Score -2253152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2253153.250000 Penalty: 4813.274414
	Iteration 156Q: 3 clusters Score -2253153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2253152.750000 Penalty: 4813.274414
	Iteration 157Q: 3 clusters Score -2253153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2253152.500000 Penalty: 4813.274414
	Iteration 158Q: 3 clusters Score -2253152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2253153.750000 Penalty: 4813.274414
	Iteration 159Q: 3 clusters Score -2253154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2253153.750000 Penalty: 4813.274414
	Iteration 160F: 3 clusters Score -2253154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Entering Unmasked Estep 
Score: -131687.171875 Penalty: 1703.773193
	Iteration 0F: 2 clusters Score -131687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129787.625000 Penalty: 3407.546387
	Iteration 0F: 3 clusters Score -129787.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130138.718750 Penalty: 3407.546387
	Iteration 1F: 3 clusters Score -130138.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -130291.468750 Penalty: 3407.546387
	Iteration 2F: 3 clusters Score -130291.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -130415.593750 Penalty: 3407.546387
	Iteration 3F: 3 clusters Score -130415.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -130552.257812 Penalty: 3407.546387
	Iteration 4Q: 3 clusters Score -130552.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130674.039062 Penalty: 3407.546387
	Iteration 5Q: 3 clusters Score -130674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -130748.953125 Penalty: 3407.546387
	Iteration 6Q: 3 clusters Score -130749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130804.992188 Penalty: 3407.546387
	Iteration 7Q: 3 clusters Score -130805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130847.343750 Penalty: 3407.546387
	Iteration 8Q: 3 clusters Score -130847.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130906.117188 Penalty: 3407.546387
	Iteration 9Q: 3 clusters Score -130906.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -130967.804688 Penalty: 3407.546387
	Iteration 10Q: 3 clusters Score -130967.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131024.617188 Penalty: 3407.546387
	Iteration 11Q: 3 clusters Score -131024.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131054.484375 Penalty: 3407.546387
	Iteration 12Q: 3 clusters Score -131054.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131073.796875 Penalty: 3407.546387
	Iteration 13Q: 3 clusters Score -131073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131104.593750 Penalty: 3407.546387
	Iteration 14Q: 3 clusters Score -131104.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -131131.421875 Penalty: 3407.546387
	Iteration 15Q: 3 clusters Score -131131.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -131177.328125 Penalty: 3407.546387
	Iteration 16Q: 3 clusters Score -131177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131201.812500 Penalty: 3407.546387
	Iteration 17Q: 3 clusters Score -131201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131221.078125 Penalty: 3407.546387
	Iteration 18Q: 3 clusters Score -131221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131230.703125 Penalty: 3407.546387
	Iteration 19Q: 3 clusters Score -131230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131244.593750 Penalty: 3407.546387
	Iteration 20F: 3 clusters Score -131244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -131256.281250 Penalty: 3407.546387
	Iteration 21Q: 3 clusters Score -131256.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131267.156250 Penalty: 3407.546387
	Iteration 22Q: 3 clusters Score -131267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131278.312500 Penalty: 3407.546387
	Iteration 23Q: 3 clusters Score -131278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -131285.687500 Penalty: 3407.546387
	Iteration 24Q: 3 clusters Score -131285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131297.109375 Penalty: 3407.546387
	Iteration 25Q: 3 clusters Score -131297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -131305.203125 Penalty: 3407.546387
	Iteration 26Q: 3 clusters Score -131305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131309.156250 Penalty: 3407.546387
	Iteration 27Q: 3 clusters Score -131309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -131314.843750 Penalty: 3407.546387
	Iteration 28Q: 3 clusters Score -131314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131315.953125 Penalty: 3407.546387
	Iteration 29Q: 3 clusters Score -131316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -131315.953125 Penalty: 3407.546387
	Iteration 30F: 3 clusters Score -131316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Entering Unmasked Estep 
Score: -1338458.125000 Penalty: 2261.156738
	Iteration 0F: 2 clusters Score -1338458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1331390.125000 Penalty: 4522.313477
	Iteration 0F: 3 clusters Score -1331390 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1333554.250000 Penalty: 4522.313477
	Iteration 1F: 3 clusters Score -1333554 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1333954.125000 Penalty: 4522.313477
	Iteration 2F: 3 clusters Score -1333954 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1334260.625000 Penalty: 4522.313477
	Iteration 3F: 3 clusters Score -1334261 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1334549.125000 Penalty: 4522.313477
	Iteration 4F: 3 clusters Score -1334549 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1334828.375000 Penalty: 4522.313477
	Iteration 5F: 3 clusters Score -1334828 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1335085.875000 Penalty: 4522.313477
	Iteration 6Q: 3 clusters Score -1335086 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1335316.250000 Penalty: 4522.313477
	Iteration 7Q: 3 clusters Score -1335316 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1335486.625000 Penalty: 4522.313477
	Iteration 8Q: 3 clusters Score -1335487 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1335603.500000 Penalty: 4522.313477
	Iteration 9Q: 3 clusters Score -1335604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1335705.250000 Penalty: 4522.313477
	Iteration 10Q: 3 clusters Score -1335705 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1335779.750000 Penalty: 4522.313477
	Iteration 11Q: 3 clusters Score -1335780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1335832.375000 Penalty: 4522.313477
	Iteration 12Q: 3 clusters Score -1335832 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1335875.375000 Penalty: 4522.313477
	Iteration 13Q: 3 clusters Score -1335875 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1335917.750000 Penalty: 4522.313477
	Iteration 14Q: 3 clusters Score -1335918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1335952.125000 Penalty: 4522.313477
	Iteration 15Q: 3 clusters Score -1335952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1335980.500000 Penalty: 4522.313477
	Iteration 16Q: 3 clusters Score -1335980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1336011.750000 Penalty: 4522.313477
	Iteration 17Q: 3 clusters Score -1336012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1336037.875000 Penalty: 4522.313477
	Iteration 18Q: 3 clusters Score -1336038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1336064.750000 Penalty: 4522.313477
	Iteration 19Q: 3 clusters Score -1336065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1336083.375000 Penalty: 4522.313477
	Iteration 20F: 3 clusters Score -1336083 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1336101.500000 Penalty: 4522.313477
	Iteration 21Q: 3 clusters Score -1336102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1336125.750000 Penalty: 4522.313477
	Iteration 22Q: 3 clusters Score -1336126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1336141.375000 Penalty: 4522.313477
	Iteration 23Q: 3 clusters Score -1336141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1336151.625000 Penalty: 4522.313477
	Iteration 24Q: 3 clusters Score -1336152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1336161.000000 Penalty: 4522.313477
	Iteration 25Q: 3 clusters Score -1336161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1336176.625000 Penalty: 4522.313477
	Iteration 26Q: 3 clusters Score -1336177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1336186.750000 Penalty: 4522.313477
	Iteration 27Q: 3 clusters Score -1336187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1336207.125000 Penalty: 4522.313477
	Iteration 28Q: 3 clusters Score -1336207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1336224.500000 Penalty: 4522.313477
	Iteration 29Q: 3 clusters Score -1336224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1336234.000000 Penalty: 4522.313477
	Iteration 30Q: 3 clusters Score -1336234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1336253.000000 Penalty: 4522.313477
	Iteration 31Q: 3 clusters Score -1336253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1336268.500000 Penalty: 4522.313477
	Iteration 32Q: 3 clusters Score -1336268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1336290.125000 Penalty: 4522.313477
	Iteration 33Q: 3 clusters Score -1336290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1336301.750000 Penalty: 4522.313477
	Iteration 34Q: 3 clusters Score -1336302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1336321.000000 Penalty: 4522.313477
	Iteration 35Q: 3 clusters Score -1336321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1336342.875000 Penalty: 4522.313477
	Iteration 36Q: 3 clusters Score -1336343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1336356.375000 Penalty: 4522.313477
	Iteration 37Q: 3 clusters Score -1336356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1336363.250000 Penalty: 4522.313477
	Iteration 38Q: 3 clusters Score -1336363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1336372.875000 Penalty: 4522.313477
	Iteration 39Q: 3 clusters Score -1336373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1336375.625000 Penalty: 4522.313477
	Iteration 40F: 3 clusters Score -1336376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1336381.250000 Penalty: 4522.313477
	Iteration 41Q: 3 clusters Score -1336381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1336389.500000 Penalty: 4522.313477
	Iteration 42Q: 3 clusters Score -1336390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1336394.875000 Penalty: 4522.313477
	Iteration 43Q: 3 clusters Score -1336395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1336403.125000 Penalty: 4522.313477
	Iteration 44Q: 3 clusters Score -1336403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1336408.125000 Penalty: 4522.313477
	Iteration 45Q: 3 clusters Score -1336408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1336417.375000 Penalty: 4522.313477
	Iteration 46Q: 3 clusters Score -1336417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1336423.500000 Penalty: 4522.313477
	Iteration 47Q: 3 clusters Score -1336424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1336426.875000 Penalty: 4522.313477
	Iteration 48Q: 3 clusters Score -1336427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1336431.375000 Penalty: 4522.313477
	Iteration 49Q: 3 clusters Score -1336431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1336438.625000 Penalty: 4522.313477
	Iteration 50Q: 3 clusters Score -1336439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1336444.000000 Penalty: 4522.313477
	Iteration 51Q: 3 clusters Score -1336444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1336444.750000 Penalty: 4522.313477
	Iteration 52Q: 3 clusters Score -1336445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1336449.500000 Penalty: 4522.313477
	Iteration 53Q: 3 clusters Score -1336450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1336456.750000 Penalty: 4522.313477
	Iteration 54Q: 3 clusters Score -1336457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1336461.500000 Penalty: 4522.313477
	Iteration 55Q: 3 clusters Score -1336462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1336465.125000 Penalty: 4522.313477
	Iteration 56Q: 3 clusters Score -1336465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1336471.250000 Penalty: 4522.313477
	Iteration 57Q: 3 clusters Score -1336471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1336472.875000 Penalty: 4522.313477
	Iteration 58Q: 3 clusters Score -1336473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1336472.250000 Penalty: 4522.313477
	Iteration 59Q: 3 clusters Score -1336472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1336474.875000 Penalty: 4522.313477
	Iteration 60F: 3 clusters Score -1336475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1336476.750000 Penalty: 4522.313477
	Iteration 61Q: 3 clusters Score -1336477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1336476.375000 Penalty: 4522.313477
	Iteration 62Q: 3 clusters Score -1336476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1336475.625000 Penalty: 4522.313477
	Iteration 63Q: 3 clusters Score -1336476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1336477.250000 Penalty: 4522.313477
	Iteration 64Q: 3 clusters Score -1336477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1336478.250000 Penalty: 4522.313477
	Iteration 65Q: 3 clusters Score -1336478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1336478.250000 Penalty: 4522.313477
	Iteration 66F: 3 clusters Score -1336478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Entering Unmasked Estep 
Score: -1505931.375000 Penalty: 2291.278320
	Iteration 0F: 2 clusters Score -1505931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1498149.125000 Penalty: 4582.556641
	Iteration 0F: 3 clusters Score -1498149 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1500533.375000 Penalty: 4582.556641
	Iteration 1F: 3 clusters Score -1500533 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1500954.375000 Penalty: 4582.556641
	Iteration 2F: 3 clusters Score -1500954 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1501347.500000 Penalty: 4582.556641
	Iteration 3F: 3 clusters Score -1501348 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1501799.375000 Penalty: 4582.556641
	Iteration 4F: 3 clusters Score -1501799 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1502242.750000 Penalty: 4582.556641
	Iteration 5F: 3 clusters Score -1502243 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1502685.875000 Penalty: 4582.556641
	Iteration 6F: 3 clusters Score -1502686 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1503095.875000 Penalty: 4582.556641
	Iteration 7F: 3 clusters Score -1503096 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1503433.000000 Penalty: 4582.556641
	Iteration 8Q: 3 clusters Score -1503433 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1503687.000000 Penalty: 4582.556641
	Iteration 9Q: 3 clusters Score -1503687 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1503863.500000 Penalty: 4582.556641
	Iteration 10Q: 3 clusters Score -1503864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1503987.375000 Penalty: 4582.556641
	Iteration 11Q: 3 clusters Score -1503987 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1504088.375000 Penalty: 4582.556641
	Iteration 12Q: 3 clusters Score -1504088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1504163.000000 Penalty: 4582.556641
	Iteration 13Q: 3 clusters Score -1504163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1504209.625000 Penalty: 4582.556641
	Iteration 14Q: 3 clusters Score -1504210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1504240.625000 Penalty: 4582.556641
	Iteration 15Q: 3 clusters Score -1504241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1504304.625000 Penalty: 4582.556641
	Iteration 16Q: 3 clusters Score -1504305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1504375.875000 Penalty: 4582.556641
	Iteration 17Q: 3 clusters Score -1504376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1504423.125000 Penalty: 4582.556641
	Iteration 18Q: 3 clusters Score -1504423 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1504474.500000 Penalty: 4582.556641
	Iteration 19Q: 3 clusters Score -1504474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1504508.125000 Penalty: 4582.556641
	Iteration 20F: 3 clusters Score -1504508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1504536.250000 Penalty: 4582.556641
	Iteration 21Q: 3 clusters Score -1504536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1504564.000000 Penalty: 4582.556641
	Iteration 22Q: 3 clusters Score -1504564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1504574.500000 Penalty: 4582.556641
	Iteration 23Q: 3 clusters Score -1504574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1504578.375000 Penalty: 4582.556641
	Iteration 24Q: 3 clusters Score -1504578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1504585.500000 Penalty: 4582.556641
	Iteration 25Q: 3 clusters Score -1504586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1504594.000000 Penalty: 4582.556641
	Iteration 26Q: 3 clusters Score -1504594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1504599.500000 Penalty: 4582.556641
	Iteration 27Q: 3 clusters Score -1504600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1504603.250000 Penalty: 4582.556641
	Iteration 28Q: 3 clusters Score -1504603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1504607.375000 Penalty: 4582.556641
	Iteration 29Q: 3 clusters Score -1504607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1504608.125000 Penalty: 4582.556641
	Iteration 30Q: 3 clusters Score -1504608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1504610.500000 Penalty: 4582.556641
	Iteration 31Q: 3 clusters Score -1504610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1504611.125000 Penalty: 4582.556641
	Iteration 32Q: 3 clusters Score -1504611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1504612.500000 Penalty: 4582.556641
	Iteration 33Q: 3 clusters Score -1504612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1504614.000000 Penalty: 4582.556641
	Iteration 34Q: 3 clusters Score -1504614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1504617.125000 Penalty: 4582.556641
	Iteration 35Q: 3 clusters Score -1504617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1504619.750000 Penalty: 4582.556641
	Iteration 36Q: 3 clusters Score -1504620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1504620.375000 Penalty: 4582.556641
	Iteration 37Q: 3 clusters Score -1504620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1504621.000000 Penalty: 4582.556641
	Iteration 38Q: 3 clusters Score -1504621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1504623.625000 Penalty: 4582.556641
	Iteration 39Q: 3 clusters Score -1504624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1504623.625000 Penalty: 4582.556641
	Iteration 40F: 3 clusters Score -1504624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Entering Unmasked Estep 
Score: -11874386.000000 Penalty: 2798.682129
	Iteration 0F: 2 clusters Score -1.187439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -11821028.000000 Penalty: 5597.364258
	Iteration 0F: 3 clusters Score -1.182103e+07 nChanged 37283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -11842182.000000 Penalty: 5597.364258
	Iteration 1F: 3 clusters Score -1.184218e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -11843116.000000 Penalty: 5597.364258
	Iteration 2Q: 3 clusters Score -1.184312e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -11844433.000000 Penalty: 5597.364258
	Iteration 3Q: 3 clusters Score -1.184443e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -11846305.000000 Penalty: 5597.364258
	Iteration 4Q: 3 clusters Score -1.18463e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -11848955.000000 Penalty: 5597.364258
	Iteration 5F: 3 clusters Score -1.184896e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -11852520.000000 Penalty: 5597.364258
	Iteration 6F: 3 clusters Score -1.185252e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -11856775.000000 Penalty: 5597.364258
	Iteration 7F: 3 clusters Score -1.185678e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 65079 members 
Entering Unmasked Estep 
Score: -11861382.000000 Penalty: 5597.364258
	Iteration 8F: 3 clusters Score -1.186138e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -11865175.000000 Penalty: 5597.364258
	Iteration 9F: 3 clusters Score -1.186518e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -11867915.000000 Penalty: 5597.364258
	Iteration 10Q: 3 clusters Score -1.186792e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 74623 members 
Entering Unmasked Estep 
Score: -11869601.000000 Penalty: 5597.364258
	Iteration 11Q: 3 clusters Score -1.18696e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -11870568.000000 Penalty: 5597.364258
	Iteration 12Q: 3 clusters Score -1.187057e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -11871092.000000 Penalty: 5597.364258
	Iteration 13Q: 3 clusters Score -1.187109e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -11871448.000000 Penalty: 5597.364258
	Iteration 14Q: 3 clusters Score -1.187145e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 77645 members 
Entering Unmasked Estep 
Score: -11871657.000000 Penalty: 5597.364258
	Iteration 15Q: 3 clusters Score -1.187166e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -11871823.000000 Penalty: 5597.364258
	Iteration 16Q: 3 clusters Score -1.187182e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 78077 members 
Entering Unmasked Estep 
Score: -11871876.000000 Penalty: 5597.364258
	Iteration 17Q: 3 clusters Score -1.187188e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -11871937.000000 Penalty: 5597.364258
	Iteration 18Q: 3 clusters Score -1.187194e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 78313 members 
Entering Unmasked Estep 
Score: -11872006.000000 Penalty: 5597.364258
	Iteration 19Q: 3 clusters Score -1.187201e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 78395 members 
Entering Unmasked Estep 
Score: -11872053.000000 Penalty: 5597.364258
	Iteration 20F: 3 clusters Score -1.187205e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -11872104.000000 Penalty: 5597.364258
	Iteration 21Q: 3 clusters Score -1.18721e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -11872148.000000 Penalty: 5597.364258
	Iteration 22Q: 3 clusters Score -1.187215e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -11872199.000000 Penalty: 5597.364258
	Iteration 23Q: 3 clusters Score -1.18722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 78637 members 
Entering Unmasked Estep 
Score: -11872232.000000 Penalty: 5597.364258
	Iteration 24Q: 3 clusters Score -1.187223e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -11872269.000000 Penalty: 5597.364258
	Iteration 25Q: 3 clusters Score -1.187227e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -11872335.000000 Penalty: 5597.364258
	Iteration 26Q: 3 clusters Score -1.187234e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 78716 members 
Entering Unmasked Estep 
Score: -11872387.000000 Penalty: 5597.364258
	Iteration 27Q: 3 clusters Score -1.187239e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -11872437.000000 Penalty: 5597.364258
	Iteration 28Q: 3 clusters Score -1.187244e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -11872470.000000 Penalty: 5597.364258
	Iteration 29Q: 3 clusters Score -1.187247e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -11872509.000000 Penalty: 5597.364258
	Iteration 30Q: 3 clusters Score -1.187251e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11872531.000000 Penalty: 5597.364258
	Iteration 31Q: 3 clusters Score -1.187253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -11872550.000000 Penalty: 5597.364258
	Iteration 32Q: 3 clusters Score -1.187255e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -11872587.000000 Penalty: 5597.364258
	Iteration 33Q: 3 clusters Score -1.187259e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78890 members 
Entering Unmasked Estep 
Score: -11872614.000000 Penalty: 5597.364258
	Iteration 34Q: 3 clusters Score -1.187261e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -11872649.000000 Penalty: 5597.364258
	Iteration 35Q: 3 clusters Score -1.187265e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 78923 members 
Entering Unmasked Estep 
Score: -11872658.000000 Penalty: 5597.364258
	Iteration 36Q: 3 clusters Score -1.187266e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -11872677.000000 Penalty: 5597.364258
	Iteration 37Q: 3 clusters Score -1.187268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -11872673.000000 Penalty: 5597.364258
	Iteration 38Q: 3 clusters Score -1.187267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -11872677.000000 Penalty: 5597.364258
	Iteration 39Q: 3 clusters Score -1.187268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -11872776.000000 Penalty: 5597.364258
	Iteration 40F: 3 clusters Score -1.187278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -11872858.000000 Penalty: 5597.364258
	Iteration 41Q: 3 clusters Score -1.187286e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -11872943.000000 Penalty: 5597.364258
	Iteration 42Q: 3 clusters Score -1.187294e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -11873027.000000 Penalty: 5597.364258
	Iteration 43Q: 3 clusters Score -1.187303e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 78887 members 
Entering Unmasked Estep 
Score: -11873107.000000 Penalty: 5597.364258
	Iteration 44Q: 3 clusters Score -1.187311e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -11873145.000000 Penalty: 5597.364258
	Iteration 45Q: 3 clusters Score -1.187314e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -11873186.000000 Penalty: 5597.364258
	Iteration 46Q: 3 clusters Score -1.187319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -11873215.000000 Penalty: 5597.364258
	Iteration 47Q: 3 clusters Score -1.187322e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -11873241.000000 Penalty: 5597.364258
	Iteration 48Q: 3 clusters Score -1.187324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 78864 members 
Entering Unmasked Estep 
Score: -11873259.000000 Penalty: 5597.364258
	Iteration 49Q: 3 clusters Score -1.187326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -11873249.000000 Penalty: 5597.364258
	Iteration 50Q: 3 clusters Score -1.187325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -11873259.000000 Penalty: 5597.364258
	Iteration 51Q: 3 clusters Score -1.187326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -11873268.000000 Penalty: 5597.364258
	Iteration 52Q: 3 clusters Score -1.187327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -11873270.000000 Penalty: 5597.364258
	Iteration 53Q: 3 clusters Score -1.187327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -11873269.000000 Penalty: 5597.364258
	Iteration 54Q: 3 clusters Score -1.187327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -11873282.000000 Penalty: 5597.364258
	Iteration 55Q: 3 clusters Score -1.187328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 78860 members 
Entering Unmasked Estep 
Score: -11873275.000000 Penalty: 5597.364258
	Iteration 56Q: 3 clusters Score -1.187328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -11873269.000000 Penalty: 5597.364258
	Iteration 57Q: 3 clusters Score -1.187327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -11873280.000000 Penalty: 5597.364258
	Iteration 58F: 3 clusters Score -1.187328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 78845 members 
Entering Unmasked Estep 
Score: -11873300.000000 Penalty: 5597.364258
	Iteration 59Q: 3 clusters Score -1.18733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -11873309.000000 Penalty: 5597.364258
	Iteration 60F: 3 clusters Score -1.187331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -11873300.000000 Penalty: 5597.364258
	Iteration 61Q: 3 clusters Score -1.18733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -11873295.000000 Penalty: 5597.364258
	Iteration 62Q: 3 clusters Score -1.18733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -11873295.000000 Penalty: 5597.364258
	Iteration 63Q: 3 clusters Score -1.18733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -11873293.000000 Penalty: 5597.364258
	Iteration 64Q: 3 clusters Score -1.187329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -11873297.000000 Penalty: 5597.364258
	Iteration 65Q: 3 clusters Score -1.18733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -11873309.000000 Penalty: 5597.364258
	Iteration 66Q: 3 clusters Score -1.187331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -11873302.000000 Penalty: 5597.364258
	Iteration 67Q: 3 clusters Score -1.18733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -11873303.000000 Penalty: 5597.364258
	Iteration 68Q: 3 clusters Score -1.18733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 78826 members 
Entering Unmasked Estep 
Score: -11873297.000000 Penalty: 5597.364258
	Iteration 69Q: 3 clusters Score -1.18733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -11873308.000000 Penalty: 5597.364258
	Iteration 70Q: 3 clusters Score -1.187331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -11873311.000000 Penalty: 5597.364258
	Iteration 71Q: 3 clusters Score -1.187331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11873309.000000 Penalty: 5597.364258
	Iteration 72Q: 3 clusters Score -1.187331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 78825 members 
Entering Unmasked Estep 
Score: -11873317.000000 Penalty: 5597.364258
	Iteration 73Q: 3 clusters Score -1.187332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11873318.000000 Penalty: 5597.364258
	Iteration 74Q: 3 clusters Score -1.187332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -11873318.000000 Penalty: 5597.364258
	Iteration 75F: 3 clusters Score -1.187332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -1773978.625000 Penalty: 2329.028564
	Iteration 0F: 2 clusters Score -1773979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1764997.375000 Penalty: 4658.057129
	Iteration 0F: 3 clusters Score -1764997 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1767716.250000 Penalty: 4658.057129
	Iteration 1F: 3 clusters Score -1767716 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1768254.625000 Penalty: 4658.057129
	Iteration 2F: 3 clusters Score -1768255 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1768883.000000 Penalty: 4658.057129
	Iteration 3F: 3 clusters Score -1768883 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1769505.250000 Penalty: 4658.057129
	Iteration 4F: 3 clusters Score -1769505 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1770041.000000 Penalty: 4658.057129
	Iteration 5F: 3 clusters Score -1770041 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1770423.750000 Penalty: 4658.057129
	Iteration 6F: 3 clusters Score -1770424 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1770730.125000 Penalty: 4658.057129
	Iteration 7Q: 3 clusters Score -1770730 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1770962.875000 Penalty: 4658.057129
	Iteration 8Q: 3 clusters Score -1770963 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1771159.625000 Penalty: 4658.057129
	Iteration 9Q: 3 clusters Score -1771160 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1771340.500000 Penalty: 4658.057129
	Iteration 10Q: 3 clusters Score -1771340 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1771493.125000 Penalty: 4658.057129
	Iteration 11Q: 3 clusters Score -1771493 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1771627.000000 Penalty: 4658.057129
	Iteration 12Q: 3 clusters Score -1771627 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1771732.125000 Penalty: 4658.057129
	Iteration 13Q: 3 clusters Score -1771732 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1771828.750000 Penalty: 4658.057129
	Iteration 14Q: 3 clusters Score -1771829 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1771914.750000 Penalty: 4658.057129
	Iteration 15Q: 3 clusters Score -1771915 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1771974.625000 Penalty: 4658.057129
	Iteration 16Q: 3 clusters Score -1771975 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1772024.000000 Penalty: 4658.057129
	Iteration 17Q: 3 clusters Score -1772024 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1772069.750000 Penalty: 4658.057129
	Iteration 18Q: 3 clusters Score -1772070 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1772100.750000 Penalty: 4658.057129
	Iteration 19Q: 3 clusters Score -1772101 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1772134.500000 Penalty: 4658.057129
	Iteration 20F: 3 clusters Score -1772134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1772162.875000 Penalty: 4658.057129
	Iteration 21Q: 3 clusters Score -1772163 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1772193.750000 Penalty: 4658.057129
	Iteration 22Q: 3 clusters Score -1772194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1772218.750000 Penalty: 4658.057129
	Iteration 23Q: 3 clusters Score -1772219 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1772239.125000 Penalty: 4658.057129
	Iteration 24Q: 3 clusters Score -1772239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1772270.875000 Penalty: 4658.057129
	Iteration 25Q: 3 clusters Score -1772271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1772293.625000 Penalty: 4658.057129
	Iteration 26Q: 3 clusters Score -1772294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1772309.375000 Penalty: 4658.057129
	Iteration 27Q: 3 clusters Score -1772309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1772321.000000 Penalty: 4658.057129
	Iteration 28Q: 3 clusters Score -1772321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1772338.000000 Penalty: 4658.057129
	Iteration 29Q: 3 clusters Score -1772338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1772344.000000 Penalty: 4658.057129
	Iteration 30Q: 3 clusters Score -1772344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1772355.000000 Penalty: 4658.057129
	Iteration 31Q: 3 clusters Score -1772355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1772357.125000 Penalty: 4658.057129
	Iteration 32Q: 3 clusters Score -1772357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1772365.125000 Penalty: 4658.057129
	Iteration 33Q: 3 clusters Score -1772365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1772365.875000 Penalty: 4658.057129
	Iteration 34Q: 3 clusters Score -1772366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1772372.875000 Penalty: 4658.057129
	Iteration 35Q: 3 clusters Score -1772373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1772373.250000 Penalty: 4658.057129
	Iteration 36Q: 3 clusters Score -1772373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1772377.625000 Penalty: 4658.057129
	Iteration 37Q: 3 clusters Score -1772378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1772384.250000 Penalty: 4658.057129
	Iteration 38Q: 3 clusters Score -1772384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1772387.500000 Penalty: 4658.057129
	Iteration 39Q: 3 clusters Score -1772388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1772387.375000 Penalty: 4658.057129
	Iteration 40F: 3 clusters Score -1772387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1772389.625000 Penalty: 4658.057129
	Iteration 41Q: 3 clusters Score -1772390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1772390.625000 Penalty: 4658.057129
	Iteration 42Q: 3 clusters Score -1772391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1772397.500000 Penalty: 4658.057129
	Iteration 43Q: 3 clusters Score -1772398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1772394.375000 Penalty: 4658.057129
	Iteration 44Q: 3 clusters Score -1772394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1772399.125000 Penalty: 4658.057129
	Iteration 45Q: 3 clusters Score -1772399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1772402.375000 Penalty: 4658.057129
	Iteration 46Q: 3 clusters Score -1772402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1772406.500000 Penalty: 4658.057129
	Iteration 47Q: 3 clusters Score -1772406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1772409.125000 Penalty: 4658.057129
	Iteration 48Q: 3 clusters Score -1772409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1772412.375000 Penalty: 4658.057129
	Iteration 49Q: 3 clusters Score -1772412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1772415.250000 Penalty: 4658.057129
	Iteration 50Q: 3 clusters Score -1772415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1772420.500000 Penalty: 4658.057129
	Iteration 51Q: 3 clusters Score -1772420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1772421.750000 Penalty: 4658.057129
	Iteration 52Q: 3 clusters Score -1772422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1772425.250000 Penalty: 4658.057129
	Iteration 53Q: 3 clusters Score -1772425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1772428.375000 Penalty: 4658.057129
	Iteration 54Q: 3 clusters Score -1772428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1772432.250000 Penalty: 4658.057129
	Iteration 55Q: 3 clusters Score -1772432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1772431.375000 Penalty: 4658.057129
	Iteration 56Q: 3 clusters Score -1772431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1772428.750000 Penalty: 4658.057129
	Iteration 57Q: 3 clusters Score -1772429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1772431.625000 Penalty: 4658.057129
	Iteration 58Q: 3 clusters Score -1772432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1772430.250000 Penalty: 4658.057129
	Iteration 59Q: 3 clusters Score -1772430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1772436.250000 Penalty: 4658.057129
	Iteration 60F: 3 clusters Score -1772436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1772440.750000 Penalty: 4658.057129
	Iteration 61Q: 3 clusters Score -1772441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1772437.250000 Penalty: 4658.057129
	Iteration 62Q: 3 clusters Score -1772437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -1772438.750000 Penalty: 4658.057129
	Iteration 63Q: 3 clusters Score -1772439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1772440.750000 Penalty: 4658.057129
	Iteration 64Q: 3 clusters Score -1772441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1772441.125000 Penalty: 4658.057129
	Iteration 65Q: 3 clusters Score -1772441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1772442.500000 Penalty: 4658.057129
	Iteration 66Q: 3 clusters Score -1772442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1772443.500000 Penalty: 4658.057129
	Iteration 67Q: 3 clusters Score -1772444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1772440.750000 Penalty: 4658.057129
	Iteration 68Q: 3 clusters Score -1772441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1772445.000000 Penalty: 4658.057129
	Iteration 69Q: 3 clusters Score -1772445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1772443.750000 Penalty: 4658.057129
	Iteration 70Q: 3 clusters Score -1772444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1772445.750000 Penalty: 4658.057129
	Iteration 71Q: 3 clusters Score -1772446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1772445.750000 Penalty: 4658.057129
	Iteration 72Q: 3 clusters Score -1772446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1772447.500000 Penalty: 4658.057129
	Iteration 73Q: 3 clusters Score -1772448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1772452.250000 Penalty: 4658.057129
	Iteration 74Q: 3 clusters Score -1772452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1772450.750000 Penalty: 4658.057129
	Iteration 75Q: 3 clusters Score -1772451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1772453.500000 Penalty: 4658.057129
	Iteration 76Q: 3 clusters Score -1772454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1772453.375000 Penalty: 4658.057129
	Iteration 77Q: 3 clusters Score -1772453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1772453.000000 Penalty: 4658.057129
	Iteration 78Q: 3 clusters Score -1772453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1772454.250000 Penalty: 4658.057129
	Iteration 79Q: 3 clusters Score -1772454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1772457.875000 Penalty: 4658.057129
	Iteration 80F: 3 clusters Score -1772458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1772456.625000 Penalty: 4658.057129
	Iteration 81Q: 3 clusters Score -1772457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1772457.375000 Penalty: 4658.057129
	Iteration 82Q: 3 clusters Score -1772457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1772461.125000 Penalty: 4658.057129
	Iteration 83Q: 3 clusters Score -1772461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1772462.000000 Penalty: 4658.057129
	Iteration 84Q: 3 clusters Score -1772462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1772463.000000 Penalty: 4658.057129
	Iteration 85Q: 3 clusters Score -1772463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1772465.375000 Penalty: 4658.057129
	Iteration 86Q: 3 clusters Score -1772465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1772465.375000 Penalty: 4658.057129
	Iteration 87F: 3 clusters Score -1772465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Entering Unmasked Estep 
Score: -2860677.000000 Penalty: 2461.486084
	Iteration 0F: 2 clusters Score -2860677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2846306.750000 Penalty: 4922.972168
	Iteration 0F: 3 clusters Score -2846307 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2851408.000000 Penalty: 4922.972168
	Iteration 1F: 3 clusters Score -2851408 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2852251.000000 Penalty: 4922.972168
	Iteration 2F: 3 clusters Score -2852251 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2853256.500000 Penalty: 4922.972168
	Iteration 3F: 3 clusters Score -2853256 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2854261.750000 Penalty: 4922.972168
	Iteration 4F: 3 clusters Score -2854262 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2855238.250000 Penalty: 4922.972168
	Iteration 5F: 3 clusters Score -2855238 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2856099.000000 Penalty: 4922.972168
	Iteration 6F: 3 clusters Score -2856099 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2856845.250000 Penalty: 4922.972168
	Iteration 7F: 3 clusters Score -2856845 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2857486.000000 Penalty: 4922.972168
	Iteration 8Q: 3 clusters Score -2857486 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2857984.750000 Penalty: 4922.972168
	Iteration 9Q: 3 clusters Score -2857985 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2858355.250000 Penalty: 4922.972168
	Iteration 10Q: 3 clusters Score -2858355 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2858618.750000 Penalty: 4922.972168
	Iteration 11Q: 3 clusters Score -2858619 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -2858794.000000 Penalty: 4922.972168
	Iteration 12Q: 3 clusters Score -2858794 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2858936.250000 Penalty: 4922.972168
	Iteration 13Q: 3 clusters Score -2858936 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2859024.250000 Penalty: 4922.972168
	Iteration 14Q: 3 clusters Score -2859024 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2859087.250000 Penalty: 4922.972168
	Iteration 15Q: 3 clusters Score -2859087 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2859155.500000 Penalty: 4922.972168
	Iteration 16Q: 3 clusters Score -2859156 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2859219.500000 Penalty: 4922.972168
	Iteration 17Q: 3 clusters Score -2859220 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2859276.750000 Penalty: 4922.972168
	Iteration 18Q: 3 clusters Score -2859277 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2859359.250000 Penalty: 4922.972168
	Iteration 19Q: 3 clusters Score -2859359 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2859453.500000 Penalty: 4922.972168
	Iteration 20F: 3 clusters Score -2859454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2859528.250000 Penalty: 4922.972168
	Iteration 21Q: 3 clusters Score -2859528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2859599.750000 Penalty: 4922.972168
	Iteration 22Q: 3 clusters Score -2859600 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2859662.500000 Penalty: 4922.972168
	Iteration 23Q: 3 clusters Score -2859662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -2859713.250000 Penalty: 4922.972168
	Iteration 24Q: 3 clusters Score -2859713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2859748.250000 Penalty: 4922.972168
	Iteration 25Q: 3 clusters Score -2859748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2859765.750000 Penalty: 4922.972168
	Iteration 26Q: 3 clusters Score -2859766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2859775.750000 Penalty: 4922.972168
	Iteration 27Q: 3 clusters Score -2859776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2859802.500000 Penalty: 4922.972168
	Iteration 28Q: 3 clusters Score -2859802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2859820.000000 Penalty: 4922.972168
	Iteration 29Q: 3 clusters Score -2859820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2859830.000000 Penalty: 4922.972168
	Iteration 30Q: 3 clusters Score -2859830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2859837.750000 Penalty: 4922.972168
	Iteration 31Q: 3 clusters Score -2859838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2859844.000000 Penalty: 4922.972168
	Iteration 32Q: 3 clusters Score -2859844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2859844.250000 Penalty: 4922.972168
	Iteration 33Q: 3 clusters Score -2859844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2859852.500000 Penalty: 4922.972168
	Iteration 34Q: 3 clusters Score -2859852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2859859.750000 Penalty: 4922.972168
	Iteration 35Q: 3 clusters Score -2859860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2859856.750000 Penalty: 4922.972168
	Iteration 36Q: 3 clusters Score -2859857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2859858.000000 Penalty: 4922.972168
	Iteration 37Q: 3 clusters Score -2859858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2859861.500000 Penalty: 4922.972168
	Iteration 38Q: 3 clusters Score -2859862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2859863.000000 Penalty: 4922.972168
	Iteration 39Q: 3 clusters Score -2859863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2859867.000000 Penalty: 4922.972168
	Iteration 40F: 3 clusters Score -2859867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2859877.000000 Penalty: 4922.972168
	Iteration 41Q: 3 clusters Score -2859877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2859876.750000 Penalty: 4922.972168
	Iteration 42Q: 3 clusters Score -2859877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2859872.750000 Penalty: 4922.972168
	Iteration 43Q: 3 clusters Score -2859873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2859875.750000 Penalty: 4922.972168
	Iteration 44Q: 3 clusters Score -2859876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2859883.500000 Penalty: 4922.972168
	Iteration 45Q: 3 clusters Score -2859884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2859880.500000 Penalty: 4922.972168
	Iteration 46Q: 3 clusters Score -2859880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2859877.500000 Penalty: 4922.972168
	Iteration 47Q: 3 clusters Score -2859878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2859886.500000 Penalty: 4922.972168
	Iteration 48Q: 3 clusters Score -2859886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2859885.000000 Penalty: 4922.972168
	Iteration 49Q: 3 clusters Score -2859885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2859890.750000 Penalty: 4922.972168
	Iteration 50Q: 3 clusters Score -2859891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2859891.250000 Penalty: 4922.972168
	Iteration 51Q: 3 clusters Score -2859891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2859895.000000 Penalty: 4922.972168
	Iteration 52Q: 3 clusters Score -2859895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2859894.500000 Penalty: 4922.972168
	Iteration 53Q: 3 clusters Score -2859894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2859911.250000 Penalty: 4922.972168
	Iteration 54Q: 3 clusters Score -2859911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2859913.250000 Penalty: 4922.972168
	Iteration 55Q: 3 clusters Score -2859913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2859926.250000 Penalty: 4922.972168
	Iteration 56Q: 3 clusters Score -2859926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2859922.750000 Penalty: 4922.972168
	Iteration 57Q: 3 clusters Score -2859923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2859933.000000 Penalty: 4922.972168
	Iteration 58Q: 3 clusters Score -2859933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2859944.000000 Penalty: 4922.972168
	Iteration 59Q: 3 clusters Score -2859944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2859941.500000 Penalty: 4922.972168
	Iteration 60F: 3 clusters Score -2859942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2859957.250000 Penalty: 4922.972168
	Iteration 61Q: 3 clusters Score -2859957 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2859968.250000 Penalty: 4922.972168
	Iteration 62Q: 3 clusters Score -2859968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2859980.250000 Penalty: 4922.972168
	Iteration 63Q: 3 clusters Score -2859980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2859979.000000 Penalty: 4922.972168
	Iteration 64Q: 3 clusters Score -2859979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2859989.500000 Penalty: 4922.972168
	Iteration 65Q: 3 clusters Score -2859990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2860003.250000 Penalty: 4922.972168
	Iteration 66Q: 3 clusters Score -2860003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -2859996.500000 Penalty: 4922.972168
	Iteration 67Q: 3 clusters Score -2859996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2859991.250000 Penalty: 4922.972168
	Iteration 68Q: 3 clusters Score -2859991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2859996.500000 Penalty: 4922.972168
	Iteration 69Q: 3 clusters Score -2859996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2859994.750000 Penalty: 4922.972168
	Iteration 70Q: 3 clusters Score -2859995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2859997.000000 Penalty: 4922.972168
	Iteration 71Q: 3 clusters Score -2859997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2859997.000000 Penalty: 4922.972168
	Iteration 72F: 3 clusters Score -2859997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Entering Unmasked Estep 
Score: -1776600.625000 Penalty: 2327.970703
	Iteration 0F: 2 clusters Score -1776601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1767684.000000 Penalty: 4655.941406
	Iteration 0F: 3 clusters Score -1767684 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1770316.375000 Penalty: 4655.941406
	Iteration 1F: 3 clusters Score -1770316 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1770672.250000 Penalty: 4655.941406
	Iteration 2F: 3 clusters Score -1770672 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1771002.125000 Penalty: 4655.941406
	Iteration 3F: 3 clusters Score -1771002 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1771370.375000 Penalty: 4655.941406
	Iteration 4F: 3 clusters Score -1771370 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1771823.125000 Penalty: 4655.941406
	Iteration 5F: 3 clusters Score -1771823 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1772333.125000 Penalty: 4655.941406
	Iteration 6F: 3 clusters Score -1772333 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1772868.375000 Penalty: 4655.941406
	Iteration 7F: 3 clusters Score -1772868 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1773322.375000 Penalty: 4655.941406
	Iteration 8F: 3 clusters Score -1773322 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1773658.750000 Penalty: 4655.941406
	Iteration 9Q: 3 clusters Score -1773659 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1773916.125000 Penalty: 4655.941406
	Iteration 10Q: 3 clusters Score -1773916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1774082.250000 Penalty: 4655.941406
	Iteration 11Q: 3 clusters Score -1774082 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1774220.875000 Penalty: 4655.941406
	Iteration 12Q: 3 clusters Score -1774221 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1774316.875000 Penalty: 4655.941406
	Iteration 13Q: 3 clusters Score -1774317 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1774398.500000 Penalty: 4655.941406
	Iteration 14Q: 3 clusters Score -1774398 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1774459.250000 Penalty: 4655.941406
	Iteration 15Q: 3 clusters Score -1774459 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1774526.625000 Penalty: 4655.941406
	Iteration 16Q: 3 clusters Score -1774527 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1774583.500000 Penalty: 4655.941406
	Iteration 17Q: 3 clusters Score -1774584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1774640.500000 Penalty: 4655.941406
	Iteration 18Q: 3 clusters Score -1774640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1774685.875000 Penalty: 4655.941406
	Iteration 19Q: 3 clusters Score -1774686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1774720.250000 Penalty: 4655.941406
	Iteration 20F: 3 clusters Score -1774720 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1774750.250000 Penalty: 4655.941406
	Iteration 21Q: 3 clusters Score -1774750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1774789.250000 Penalty: 4655.941406
	Iteration 22Q: 3 clusters Score -1774789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1774816.375000 Penalty: 4655.941406
	Iteration 23Q: 3 clusters Score -1774816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1774837.125000 Penalty: 4655.941406
	Iteration 24Q: 3 clusters Score -1774837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1774855.875000 Penalty: 4655.941406
	Iteration 25Q: 3 clusters Score -1774856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1774871.375000 Penalty: 4655.941406
	Iteration 26Q: 3 clusters Score -1774871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1774887.250000 Penalty: 4655.941406
	Iteration 27Q: 3 clusters Score -1774887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1774898.375000 Penalty: 4655.941406
	Iteration 28Q: 3 clusters Score -1774898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1774913.500000 Penalty: 4655.941406
	Iteration 29Q: 3 clusters Score -1774914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1774923.250000 Penalty: 4655.941406
	Iteration 30Q: 3 clusters Score -1774923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1774945.375000 Penalty: 4655.941406
	Iteration 31Q: 3 clusters Score -1774945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1774960.625000 Penalty: 4655.941406
	Iteration 32Q: 3 clusters Score -1774961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1774979.750000 Penalty: 4655.941406
	Iteration 33Q: 3 clusters Score -1774980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1774994.250000 Penalty: 4655.941406
	Iteration 34Q: 3 clusters Score -1774994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1775003.875000 Penalty: 4655.941406
	Iteration 35Q: 3 clusters Score -1775004 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1775017.625000 Penalty: 4655.941406
	Iteration 36Q: 3 clusters Score -1775018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1775026.875000 Penalty: 4655.941406
	Iteration 37Q: 3 clusters Score -1775027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1775030.625000 Penalty: 4655.941406
	Iteration 38Q: 3 clusters Score -1775031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1775038.375000 Penalty: 4655.941406
	Iteration 39Q: 3 clusters Score -1775038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1775040.875000 Penalty: 4655.941406
	Iteration 40F: 3 clusters Score -1775041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1775047.000000 Penalty: 4655.941406
	Iteration 41Q: 3 clusters Score -1775047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1775048.500000 Penalty: 4655.941406
	Iteration 42Q: 3 clusters Score -1775048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1775053.750000 Penalty: 4655.941406
	Iteration 43Q: 3 clusters Score -1775054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1775056.500000 Penalty: 4655.941406
	Iteration 44Q: 3 clusters Score -1775056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1775058.750000 Penalty: 4655.941406
	Iteration 45Q: 3 clusters Score -1775059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1775061.750000 Penalty: 4655.941406
	Iteration 46Q: 3 clusters Score -1775062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1775058.500000 Penalty: 4655.941406
	Iteration 47Q: 3 clusters Score -1775058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1775058.750000 Penalty: 4655.941406
	Iteration 48Q: 3 clusters Score -1775059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1775059.500000 Penalty: 4655.941406
	Iteration 49Q: 3 clusters Score -1775060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1775060.750000 Penalty: 4655.941406
	Iteration 50Q: 3 clusters Score -1775061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1775062.500000 Penalty: 4655.941406
	Iteration 51Q: 3 clusters Score -1775062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1775061.125000 Penalty: 4655.941406
	Iteration 52Q: 3 clusters Score -1775061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1775066.875000 Penalty: 4655.941406
	Iteration 53Q: 3 clusters Score -1775067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1775067.500000 Penalty: 4655.941406
	Iteration 54Q: 3 clusters Score -1775068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1775066.875000 Penalty: 4655.941406
	Iteration 55Q: 3 clusters Score -1775067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1775063.500000 Penalty: 4655.941406
	Iteration 56Q: 3 clusters Score -1775064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1775063.500000 Penalty: 4655.941406
	Iteration 57F: 3 clusters Score -1775064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -251955.437500 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -251955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249548.203125 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -249548.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -249996.406250 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -249996.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -250140.203125 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -250140.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -250220.093750 Penalty: 3698.114990
	Iteration 3Q: 3 clusters Score -250220.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250281.718750 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -250281.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -250342.093750 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -250342.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -250419.671875 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -250419.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -250481.671875 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -250481.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -250572.718750 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -250572.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -250681.140625 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -250681.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -250785.625000 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -250785.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -250871.531250 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -250871.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250939.562500 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -250939.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251017.484375 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -251017.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251064.968750 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -251065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -251090.203125 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -251090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251110.281250 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -251110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -251119.703125 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -251119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251123.125000 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -251123.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251124.015625 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -251124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251124.015625 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -251124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Entering Unmasked Estep 
Score: -1616174.500000 Penalty: 2303.526123
	Iteration 0F: 2 clusters Score -1616174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1608018.500000 Penalty: 4607.052246
	Iteration 0F: 3 clusters Score -1608018 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1610422.875000 Penalty: 4607.052246
	Iteration 1F: 3 clusters Score -1610423 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1610849.625000 Penalty: 4607.052246
	Iteration 2F: 3 clusters Score -1610850 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1611308.125000 Penalty: 4607.052246
	Iteration 3F: 3 clusters Score -1611308 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1611692.500000 Penalty: 4607.052246
	Iteration 4F: 3 clusters Score -1611692 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1611990.250000 Penalty: 4607.052246
	Iteration 5Q: 3 clusters Score -1611990 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1612255.625000 Penalty: 4607.052246
	Iteration 6Q: 3 clusters Score -1612256 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1612490.500000 Penalty: 4607.052246
	Iteration 7Q: 3 clusters Score -1612490 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1612710.000000 Penalty: 4607.052246
	Iteration 8Q: 3 clusters Score -1612710 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1612912.000000 Penalty: 4607.052246
	Iteration 9Q: 3 clusters Score -1612912 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1613127.750000 Penalty: 4607.052246
	Iteration 10Q: 3 clusters Score -1613128 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1613306.125000 Penalty: 4607.052246
	Iteration 11Q: 3 clusters Score -1613306 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1613498.750000 Penalty: 4607.052246
	Iteration 12Q: 3 clusters Score -1613499 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1613715.375000 Penalty: 4607.052246
	Iteration 13Q: 3 clusters Score -1613715 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1613920.125000 Penalty: 4607.052246
	Iteration 14Q: 3 clusters Score -1613920 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1614104.000000 Penalty: 4607.052246
	Iteration 15Q: 3 clusters Score -1614104 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1614265.875000 Penalty: 4607.052246
	Iteration 16Q: 3 clusters Score -1614266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1614410.250000 Penalty: 4607.052246
	Iteration 17Q: 3 clusters Score -1614410 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1614517.375000 Penalty: 4607.052246
	Iteration 18Q: 3 clusters Score -1614517 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1614602.500000 Penalty: 4607.052246
	Iteration 19Q: 3 clusters Score -1614602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1614673.125000 Penalty: 4607.052246
	Iteration 20F: 3 clusters Score -1614673 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1614741.125000 Penalty: 4607.052246
	Iteration 21Q: 3 clusters Score -1614741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1614799.000000 Penalty: 4607.052246
	Iteration 22Q: 3 clusters Score -1614799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1614834.750000 Penalty: 4607.052246
	Iteration 23Q: 3 clusters Score -1614835 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1614865.125000 Penalty: 4607.052246
	Iteration 24Q: 3 clusters Score -1614865 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1614891.875000 Penalty: 4607.052246
	Iteration 25Q: 3 clusters Score -1614892 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1614914.375000 Penalty: 4607.052246
	Iteration 26Q: 3 clusters Score -1614914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1614942.500000 Penalty: 4607.052246
	Iteration 27Q: 3 clusters Score -1614942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1614961.500000 Penalty: 4607.052246
	Iteration 28Q: 3 clusters Score -1614962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1614977.500000 Penalty: 4607.052246
	Iteration 29Q: 3 clusters Score -1614978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1614997.375000 Penalty: 4607.052246
	Iteration 30Q: 3 clusters Score -1614997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1615010.500000 Penalty: 4607.052246
	Iteration 31Q: 3 clusters Score -1615010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1615026.875000 Penalty: 4607.052246
	Iteration 32Q: 3 clusters Score -1615027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1615042.875000 Penalty: 4607.052246
	Iteration 33Q: 3 clusters Score -1615043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1615047.875000 Penalty: 4607.052246
	Iteration 34Q: 3 clusters Score -1615048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1615061.875000 Penalty: 4607.052246
	Iteration 35Q: 3 clusters Score -1615062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1615068.750000 Penalty: 4607.052246
	Iteration 36Q: 3 clusters Score -1615069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1615072.875000 Penalty: 4607.052246
	Iteration 37Q: 3 clusters Score -1615073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1615078.625000 Penalty: 4607.052246
	Iteration 38Q: 3 clusters Score -1615079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1615078.375000 Penalty: 4607.052246
	Iteration 39Q: 3 clusters Score -1615078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1615083.375000 Penalty: 4607.052246
	Iteration 40F: 3 clusters Score -1615083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1615082.625000 Penalty: 4607.052246
	Iteration 41Q: 3 clusters Score -1615083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1615083.625000 Penalty: 4607.052246
	Iteration 42Q: 3 clusters Score -1615084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1615088.500000 Penalty: 4607.052246
	Iteration 43Q: 3 clusters Score -1615088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1615088.125000 Penalty: 4607.052246
	Iteration 44Q: 3 clusters Score -1615088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1615090.875000 Penalty: 4607.052246
	Iteration 45Q: 3 clusters Score -1615091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1615088.750000 Penalty: 4607.052246
	Iteration 46Q: 3 clusters Score -1615089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1615091.125000 Penalty: 4607.052246
	Iteration 47Q: 3 clusters Score -1615091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1615091.375000 Penalty: 4607.052246
	Iteration 48Q: 3 clusters Score -1615091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1615091.375000 Penalty: 4607.052246
	Iteration 49F: 3 clusters Score -1615091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 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 462 members 
Entering Unmasked Estep 
Score: -108908.304688 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -108908.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109285.890625 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109285.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109444.875000 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -109444.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109636.828125 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -109636.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109815.101562 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -109815.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110055.656250 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110055.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110263.953125 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110414.398438 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110503.492188 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110503.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110640.804688 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110640.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110680.843750 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110699.476562 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110715.460938 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -110715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110727.609375 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -110727.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110737.046875 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -110737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -110749.007812 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -110749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110755.007812 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -110755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110764.515625 Penalty: 3376.187500
	Iteration 17Q: 3 clusters Score -110764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110774.000000 Penalty: 3376.187500
	Iteration 18Q: 3 clusters Score -110774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110779.429688 Penalty: 3376.187500
	Iteration 19Q: 3 clusters Score -110779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110782.250000 Penalty: 3376.187500
	Iteration 20F: 3 clusters Score -110782.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110788.015625 Penalty: 3376.187500
	Iteration 21Q: 3 clusters Score -110788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110793.570312 Penalty: 3376.187500
	Iteration 22Q: 3 clusters Score -110793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110795.367188 Penalty: 3376.187500
	Iteration 23Q: 3 clusters Score -110795.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -110797.593750 Penalty: 3376.187500
	Iteration 24Q: 3 clusters Score -110797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110800.382812 Penalty: 3376.187500
	Iteration 25Q: 3 clusters Score -110800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -110800.382812 Penalty: 3376.187500
	Iteration 26F: 3 clusters Score -110800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101913 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70633 members 
Mstep: Class 5 contains 61091 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13426 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 96069 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 16386 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 401 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11278 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12941 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7766 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36773 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Mstep: Class 48 contains 503 members 
Entering Unmasked Estep 
Score: -115060640.000000 Penalty: 161847.281250
Splitting cluster 25 changes total score from -115061928.000000 to -115060640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Entering Unmasked Estep 
Score: -4506337.500000 Penalty: 2558.120117
	Iteration 0F: 2 clusters Score -4506338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4485469.000000 Penalty: 5116.240234
	Iteration 0F: 3 clusters Score -4485469 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4492923.500000 Penalty: 5116.240234
	Iteration 1F: 3 clusters Score -4492924 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4493384.500000 Penalty: 5116.240234
	Iteration 2Q: 3 clusters Score -4493384 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -4493864.500000 Penalty: 5116.240234
	Iteration 3Q: 3 clusters Score -4493864 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -4494461.000000 Penalty: 5116.240234
	Iteration 4Q: 3 clusters Score -4494461 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4495185.000000 Penalty: 5116.240234
	Iteration 5Q: 3 clusters Score -4495185 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4495890.000000 Penalty: 5116.240234
	Iteration 6Q: 3 clusters Score -4495890 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4496440.500000 Penalty: 5116.240234
	Iteration 7Q: 3 clusters Score -4496440 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4496974.000000 Penalty: 5116.240234
	Iteration 8Q: 3 clusters Score -4496974 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4497530.000000 Penalty: 5116.240234
	Iteration 9Q: 3 clusters Score -4497530 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4498085.500000 Penalty: 5116.240234
	Iteration 10Q: 3 clusters Score -4498086 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4498711.500000 Penalty: 5116.240234
	Iteration 11Q: 3 clusters Score -4498712 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -4499406.500000 Penalty: 5116.240234
	Iteration 12Q: 3 clusters Score -4499406 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4500058.500000 Penalty: 5116.240234
	Iteration 13Q: 3 clusters Score -4500058 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4500552.500000 Penalty: 5116.240234
	Iteration 14Q: 3 clusters Score -4500552 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -4500910.500000 Penalty: 5116.240234
	Iteration 15Q: 3 clusters Score -4500910 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4501148.500000 Penalty: 5116.240234
	Iteration 16Q: 3 clusters Score -4501148 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4501336.000000 Penalty: 5116.240234
	Iteration 17Q: 3 clusters Score -4501336 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4501492.000000 Penalty: 5116.240234
	Iteration 18Q: 3 clusters Score -4501492 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -4501634.500000 Penalty: 5116.240234
	Iteration 19Q: 3 clusters Score -4501634 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4501795.000000 Penalty: 5116.240234
	Iteration 20F: 3 clusters Score -4501795 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4501963.000000 Penalty: 5116.240234
	Iteration 21Q: 3 clusters Score -4501963 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4502137.000000 Penalty: 5116.240234
	Iteration 22Q: 3 clusters Score -4502137 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4502286.000000 Penalty: 5116.240234
	Iteration 23Q: 3 clusters Score -4502286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4502417.500000 Penalty: 5116.240234
	Iteration 24Q: 3 clusters Score -4502418 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4502515.000000 Penalty: 5116.240234
	Iteration 25Q: 3 clusters Score -4502515 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -4502539.500000 Penalty: 5116.240234
	Iteration 26Q: 3 clusters Score -4502540 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4502597.000000 Penalty: 5116.240234
	Iteration 27Q: 3 clusters Score -4502597 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4502624.000000 Penalty: 5116.240234
	Iteration 28Q: 3 clusters Score -4502624 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4502673.500000 Penalty: 5116.240234
	Iteration 29Q: 3 clusters Score -4502674 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4502729.500000 Penalty: 5116.240234
	Iteration 30Q: 3 clusters Score -4502730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4502765.500000 Penalty: 5116.240234
	Iteration 31Q: 3 clusters Score -4502766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4502800.500000 Penalty: 5116.240234
	Iteration 32Q: 3 clusters Score -4502800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4502849.000000 Penalty: 5116.240234
	Iteration 33Q: 3 clusters Score -4502849 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4502864.500000 Penalty: 5116.240234
	Iteration 34Q: 3 clusters Score -4502864 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4502902.000000 Penalty: 5116.240234
	Iteration 35Q: 3 clusters Score -4502902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -4502924.000000 Penalty: 5116.240234
	Iteration 36Q: 3 clusters Score -4502924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -4502959.500000 Penalty: 5116.240234
	Iteration 37Q: 3 clusters Score -4502960 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -4502987.500000 Penalty: 5116.240234
	Iteration 38Q: 3 clusters Score -4502988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4503002.500000 Penalty: 5116.240234
	Iteration 39Q: 3 clusters Score -4503002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4503025.000000 Penalty: 5116.240234
	Iteration 40F: 3 clusters Score -4503025 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -4503040.500000 Penalty: 5116.240234
	Iteration 41Q: 3 clusters Score -4503040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4503047.000000 Penalty: 5116.240234
	Iteration 42Q: 3 clusters Score -4503047 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -4503073.000000 Penalty: 5116.240234
	Iteration 43Q: 3 clusters Score -4503073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4503093.000000 Penalty: 5116.240234
	Iteration 44Q: 3 clusters Score -4503093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4503102.500000 Penalty: 5116.240234
	Iteration 45Q: 3 clusters Score -4503102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4503131.000000 Penalty: 5116.240234
	Iteration 46Q: 3 clusters Score -4503131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4503159.500000 Penalty: 5116.240234
	Iteration 47Q: 3 clusters Score -4503160 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4503192.500000 Penalty: 5116.240234
	Iteration 48Q: 3 clusters Score -4503192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -4503214.000000 Penalty: 5116.240234
	Iteration 49Q: 3 clusters Score -4503214 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4503254.500000 Penalty: 5116.240234
	Iteration 50Q: 3 clusters Score -4503254 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -4503267.000000 Penalty: 5116.240234
	Iteration 51Q: 3 clusters Score -4503267 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -4503300.500000 Penalty: 5116.240234
	Iteration 52Q: 3 clusters Score -4503300 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4503319.000000 Penalty: 5116.240234
	Iteration 53Q: 3 clusters Score -4503319 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4503348.000000 Penalty: 5116.240234
	Iteration 54Q: 3 clusters Score -4503348 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4503367.000000 Penalty: 5116.240234
	Iteration 55Q: 3 clusters Score -4503367 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4503392.500000 Penalty: 5116.240234
	Iteration 56Q: 3 clusters Score -4503392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4503431.500000 Penalty: 5116.240234
	Iteration 57Q: 3 clusters Score -4503432 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -4503459.500000 Penalty: 5116.240234
	Iteration 58Q: 3 clusters Score -4503460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -4503496.000000 Penalty: 5116.240234
	Iteration 59Q: 3 clusters Score -4503496 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4503528.500000 Penalty: 5116.240234
	Iteration 60F: 3 clusters Score -4503528 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4503572.500000 Penalty: 5116.240234
	Iteration 61Q: 3 clusters Score -4503572 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4503618.000000 Penalty: 5116.240234
	Iteration 62Q: 3 clusters Score -4503618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4503672.000000 Penalty: 5116.240234
	Iteration 63Q: 3 clusters Score -4503672 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4503725.000000 Penalty: 5116.240234
	Iteration 64Q: 3 clusters Score -4503725 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -4503764.000000 Penalty: 5116.240234
	Iteration 65Q: 3 clusters Score -4503764 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4503802.500000 Penalty: 5116.240234
	Iteration 66Q: 3 clusters Score -4503802 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4503839.000000 Penalty: 5116.240234
	Iteration 67Q: 3 clusters Score -4503839 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4503871.500000 Penalty: 5116.240234
	Iteration 68Q: 3 clusters Score -4503872 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4503924.000000 Penalty: 5116.240234
	Iteration 69Q: 3 clusters Score -4503924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -4503985.500000 Penalty: 5116.240234
	Iteration 70Q: 3 clusters Score -4503986 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -4504029.500000 Penalty: 5116.240234
	Iteration 71Q: 3 clusters Score -4504030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4504049.000000 Penalty: 5116.240234
	Iteration 72Q: 3 clusters Score -4504049 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4504116.000000 Penalty: 5116.240234
	Iteration 73Q: 3 clusters Score -4504116 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4504148.500000 Penalty: 5116.240234
	Iteration 74Q: 3 clusters Score -4504148 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4504183.000000 Penalty: 5116.240234
	Iteration 75Q: 3 clusters Score -4504183 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4504236.500000 Penalty: 5116.240234
	Iteration 76Q: 3 clusters Score -4504236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -4504276.500000 Penalty: 5116.240234
	Iteration 77Q: 3 clusters Score -4504276 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4504299.000000 Penalty: 5116.240234
	Iteration 78Q: 3 clusters Score -4504299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4504350.000000 Penalty: 5116.240234
	Iteration 79Q: 3 clusters Score -4504350 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -4504383.500000 Penalty: 5116.240234
	Iteration 80F: 3 clusters Score -4504384 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -4504403.000000 Penalty: 5116.240234
	Iteration 81Q: 3 clusters Score -4504403 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4504435.500000 Penalty: 5116.240234
	Iteration 82Q: 3 clusters Score -4504436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4504456.000000 Penalty: 5116.240234
	Iteration 83Q: 3 clusters Score -4504456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4504473.500000 Penalty: 5116.240234
	Iteration 84Q: 3 clusters Score -4504474 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4504498.500000 Penalty: 5116.240234
	Iteration 85Q: 3 clusters Score -4504498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4504516.000000 Penalty: 5116.240234
	Iteration 86Q: 3 clusters Score -4504516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -4504544.500000 Penalty: 5116.240234
	Iteration 87Q: 3 clusters Score -4504544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -4504557.000000 Penalty: 5116.240234
	Iteration 88Q: 3 clusters Score -4504557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -4504584.000000 Penalty: 5116.240234
	Iteration 89Q: 3 clusters Score -4504584 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4504628.000000 Penalty: 5116.240234
	Iteration 90Q: 3 clusters Score -4504628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4504635.500000 Penalty: 5116.240234
	Iteration 91Q: 3 clusters Score -4504636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4504651.000000 Penalty: 5116.240234
	Iteration 92Q: 3 clusters Score -4504651 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4504664.500000 Penalty: 5116.240234
	Iteration 93Q: 3 clusters Score -4504664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4504674.000000 Penalty: 5116.240234
	Iteration 94Q: 3 clusters Score -4504674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4504692.000000 Penalty: 5116.240234
	Iteration 95Q: 3 clusters Score -4504692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4504715.500000 Penalty: 5116.240234
	Iteration 96Q: 3 clusters Score -4504716 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4504727.500000 Penalty: 5116.240234
	Iteration 97Q: 3 clusters Score -4504728 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4504754.500000 Penalty: 5116.240234
	Iteration 98Q: 3 clusters Score -4504754 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4504758.000000 Penalty: 5116.240234
	Iteration 99Q: 3 clusters Score -4504758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -4504788.500000 Penalty: 5116.240234
	Iteration 100F: 3 clusters Score -4504788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -4504796.500000 Penalty: 5116.240234
	Iteration 101Q: 3 clusters Score -4504796 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4504829.000000 Penalty: 5116.240234
	Iteration 102Q: 3 clusters Score -4504829 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4504828.000000 Penalty: 5116.240234
	Iteration 103Q: 3 clusters Score -4504828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4504848.500000 Penalty: 5116.240234
	Iteration 104Q: 3 clusters Score -4504848 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -4504887.500000 Penalty: 5116.240234
	Iteration 105Q: 3 clusters Score -4504888 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4504918.000000 Penalty: 5116.240234
	Iteration 106Q: 3 clusters Score -4504918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -4504962.500000 Penalty: 5116.240234
	Iteration 107Q: 3 clusters Score -4504962 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4504994.000000 Penalty: 5116.240234
	Iteration 108Q: 3 clusters Score -4504994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4505048.000000 Penalty: 5116.240234
	Iteration 109Q: 3 clusters Score -4505048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -4505081.500000 Penalty: 5116.240234
	Iteration 110Q: 3 clusters Score -4505082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4505134.000000 Penalty: 5116.240234
	Iteration 111Q: 3 clusters Score -4505134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4505195.000000 Penalty: 5116.240234
	Iteration 112Q: 3 clusters Score -4505195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4505245.500000 Penalty: 5116.240234
	Iteration 113Q: 3 clusters Score -4505246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4505292.500000 Penalty: 5116.240234
	Iteration 114Q: 3 clusters Score -4505292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4505320.500000 Penalty: 5116.240234
	Iteration 115Q: 3 clusters Score -4505320 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4505378.500000 Penalty: 5116.240234
	Iteration 116Q: 3 clusters Score -4505378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4505444.000000 Penalty: 5116.240234
	Iteration 117Q: 3 clusters Score -4505444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4505494.500000 Penalty: 5116.240234
	Iteration 118Q: 3 clusters Score -4505494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -4505545.000000 Penalty: 5116.240234
	Iteration 119Q: 3 clusters Score -4505545 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4505582.500000 Penalty: 5116.240234
	Iteration 120F: 3 clusters Score -4505582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -4505638.000000 Penalty: 5116.240234
	Iteration 121Q: 3 clusters Score -4505638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4505678.000000 Penalty: 5116.240234
	Iteration 122Q: 3 clusters Score -4505678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -4505739.500000 Penalty: 5116.240234
	Iteration 123Q: 3 clusters Score -4505740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -4505769.000000 Penalty: 5116.240234
	Iteration 124Q: 3 clusters Score -4505769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4505809.000000 Penalty: 5116.240234
	Iteration 125Q: 3 clusters Score -4505809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4505839.000000 Penalty: 5116.240234
	Iteration 126Q: 3 clusters Score -4505839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4505871.000000 Penalty: 5116.240234
	Iteration 127Q: 3 clusters Score -4505871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -4505901.000000 Penalty: 5116.240234
	Iteration 128Q: 3 clusters Score -4505901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4505903.500000 Penalty: 5116.240234
	Iteration 129Q: 3 clusters Score -4505904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -4505911.500000 Penalty: 5116.240234
	Iteration 130Q: 3 clusters Score -4505912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4505930.500000 Penalty: 5116.240234
	Iteration 131Q: 3 clusters Score -4505930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4505949.000000 Penalty: 5116.240234
	Iteration 132Q: 3 clusters Score -4505949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4505945.500000 Penalty: 5116.240234
	Iteration 133Q: 3 clusters Score -4505946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4505956.000000 Penalty: 5116.240234
	Iteration 134Q: 3 clusters Score -4505956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4505958.000000 Penalty: 5116.240234
	Iteration 135Q: 3 clusters Score -4505958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4505964.000000 Penalty: 5116.240234
	Iteration 136Q: 3 clusters Score -4505964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -4505973.500000 Penalty: 5116.240234
	Iteration 137Q: 3 clusters Score -4505974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4505982.500000 Penalty: 5116.240234
	Iteration 138Q: 3 clusters Score -4505982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4505990.000000 Penalty: 5116.240234
	Iteration 139Q: 3 clusters Score -4505990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4505988.500000 Penalty: 5116.240234
	Iteration 140F: 3 clusters Score -4505988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -4505997.500000 Penalty: 5116.240234
	Iteration 141Q: 3 clusters Score -4505998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4506001.500000 Penalty: 5116.240234
	Iteration 142Q: 3 clusters Score -4506002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4506002.000000 Penalty: 5116.240234
	Iteration 143Q: 3 clusters Score -4506002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -4506002.000000 Penalty: 5116.240234
	Iteration 144F: 3 clusters Score -4506002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Entering Unmasked Estep 
Score: -418777.937500 Penalty: 2001.817139
	Iteration 0F: 2 clusters Score -418777.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -415490.500000 Penalty: 4003.634277
	Iteration 0F: 3 clusters Score -415490.5 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -416322.937500 Penalty: 4003.634277
	Iteration 1F: 3 clusters Score -416322.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -416556.656250 Penalty: 4003.634277
	Iteration 2F: 3 clusters Score -416556.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -416759.531250 Penalty: 4003.634277
	Iteration 3F: 3 clusters Score -416759.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -416928.906250 Penalty: 4003.634277
	Iteration 4Q: 3 clusters Score -416928.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -417105.562500 Penalty: 4003.634277
	Iteration 5Q: 3 clusters Score -417105.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -417263.343750 Penalty: 4003.634277
	Iteration 6Q: 3 clusters Score -417263.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -417402.625000 Penalty: 4003.634277
	Iteration 7Q: 3 clusters Score -417402.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -417493.531250 Penalty: 4003.634277
	Iteration 8Q: 3 clusters Score -417493.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -417571.312500 Penalty: 4003.634277
	Iteration 9Q: 3 clusters Score -417571.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -417645.500000 Penalty: 4003.634277
	Iteration 10Q: 3 clusters Score -417645.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -417698.156250 Penalty: 4003.634277
	Iteration 11Q: 3 clusters Score -417698.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -417740.406250 Penalty: 4003.634277
	Iteration 12Q: 3 clusters Score -417740.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -417766.218750 Penalty: 4003.634277
	Iteration 13Q: 3 clusters Score -417766.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -417791.156250 Penalty: 4003.634277
	Iteration 14Q: 3 clusters Score -417791.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -417811.937500 Penalty: 4003.634277
	Iteration 15Q: 3 clusters Score -417811.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -417822.750000 Penalty: 4003.634277
	Iteration 16Q: 3 clusters Score -417822.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -417832.593750 Penalty: 4003.634277
	Iteration 17Q: 3 clusters Score -417832.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417839.718750 Penalty: 4003.634277
	Iteration 18Q: 3 clusters Score -417839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -417847.000000 Penalty: 4003.634277
	Iteration 19Q: 3 clusters Score -417847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -417849.156250 Penalty: 4003.634277
	Iteration 20F: 3 clusters Score -417849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -417851.750000 Penalty: 4003.634277
	Iteration 21Q: 3 clusters Score -417851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -417857.843750 Penalty: 4003.634277
	Iteration 22Q: 3 clusters Score -417857.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -417861.125000 Penalty: 4003.634277
	Iteration 23Q: 3 clusters Score -417861.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -417864.937500 Penalty: 4003.634277
	Iteration 24Q: 3 clusters Score -417864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -417867.125000 Penalty: 4003.634277
	Iteration 25Q: 3 clusters Score -417867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -417869.625000 Penalty: 4003.634277
	Iteration 26Q: 3 clusters Score -417869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417871.343750 Penalty: 4003.634277
	Iteration 27Q: 3 clusters Score -417871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -417872.937500 Penalty: 4003.634277
	Iteration 28Q: 3 clusters Score -417872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -417874.156250 Penalty: 4003.634277
	Iteration 29Q: 3 clusters Score -417874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417874.781250 Penalty: 4003.634277
	Iteration 30Q: 3 clusters Score -417874.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -417876.000000 Penalty: 4003.634277
	Iteration 31Q: 3 clusters Score -417876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -417876.000000 Penalty: 4003.634277
	Iteration 32F: 3 clusters Score -417876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Entering Unmasked Estep 
Score: -4608691.500000 Penalty: 2563.902588
	Iteration 0F: 2 clusters Score -4608692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4587540.500000 Penalty: 5127.805176
	Iteration 0F: 3 clusters Score -4587540 nChanged 13851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4595035.500000 Penalty: 5127.805176
	Iteration 1F: 3 clusters Score -4595036 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4595514.500000 Penalty: 5127.805176
	Iteration 2Q: 3 clusters Score -4595514 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4595995.000000 Penalty: 5127.805176
	Iteration 3Q: 3 clusters Score -4595995 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4596532.500000 Penalty: 5127.805176
	Iteration 4Q: 3 clusters Score -4596532 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4597097.000000 Penalty: 5127.805176
	Iteration 5Q: 3 clusters Score -4597097 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -4597721.000000 Penalty: 5127.805176
	Iteration 6Q: 3 clusters Score -4597721 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4598253.000000 Penalty: 5127.805176
	Iteration 7Q: 3 clusters Score -4598253 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -4598666.000000 Penalty: 5127.805176
	Iteration 8Q: 3 clusters Score -4598666 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4599186.000000 Penalty: 5127.805176
	Iteration 9Q: 3 clusters Score -4599186 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -4599669.500000 Penalty: 5127.805176
	Iteration 10Q: 3 clusters Score -4599670 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4600065.500000 Penalty: 5127.805176
	Iteration 11Q: 3 clusters Score -4600066 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4600459.500000 Penalty: 5127.805176
	Iteration 12Q: 3 clusters Score -4600460 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4600874.500000 Penalty: 5127.805176
	Iteration 13Q: 3 clusters Score -4600874 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4601317.000000 Penalty: 5127.805176
	Iteration 14Q: 3 clusters Score -4601317 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4601711.000000 Penalty: 5127.805176
	Iteration 15Q: 3 clusters Score -4601711 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4602035.000000 Penalty: 5127.805176
	Iteration 16Q: 3 clusters Score -4602035 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4602308.500000 Penalty: 5127.805176
	Iteration 17Q: 3 clusters Score -4602308 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4602514.000000 Penalty: 5127.805176
	Iteration 18Q: 3 clusters Score -4602514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4602632.000000 Penalty: 5127.805176
	Iteration 19Q: 3 clusters Score -4602632 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4602753.000000 Penalty: 5127.805176
	Iteration 20F: 3 clusters Score -4602753 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4602847.500000 Penalty: 5127.805176
	Iteration 21Q: 3 clusters Score -4602848 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4602911.500000 Penalty: 5127.805176
	Iteration 22Q: 3 clusters Score -4602912 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4602988.000000 Penalty: 5127.805176
	Iteration 23Q: 3 clusters Score -4602988 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -4603047.500000 Penalty: 5127.805176
	Iteration 24Q: 3 clusters Score -4603048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -4603108.000000 Penalty: 5127.805176
	Iteration 25Q: 3 clusters Score -4603108 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4603164.500000 Penalty: 5127.805176
	Iteration 26Q: 3 clusters Score -4603164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -4603220.000000 Penalty: 5127.805176
	Iteration 27Q: 3 clusters Score -4603220 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4603251.500000 Penalty: 5127.805176
	Iteration 28Q: 3 clusters Score -4603252 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -4603273.500000 Penalty: 5127.805176
	Iteration 29Q: 3 clusters Score -4603274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4603329.000000 Penalty: 5127.805176
	Iteration 30Q: 3 clusters Score -4603329 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4603357.000000 Penalty: 5127.805176
	Iteration 31Q: 3 clusters Score -4603357 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4603413.000000 Penalty: 5127.805176
	Iteration 32Q: 3 clusters Score -4603413 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4603461.500000 Penalty: 5127.805176
	Iteration 33Q: 3 clusters Score -4603462 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4603478.000000 Penalty: 5127.805176
	Iteration 34Q: 3 clusters Score -4603478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4603490.500000 Penalty: 5127.805176
	Iteration 35Q: 3 clusters Score -4603490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4603510.500000 Penalty: 5127.805176
	Iteration 36Q: 3 clusters Score -4603510 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4603531.500000 Penalty: 5127.805176
	Iteration 37Q: 3 clusters Score -4603532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4603577.000000 Penalty: 5127.805176
	Iteration 38Q: 3 clusters Score -4603577 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4603596.000000 Penalty: 5127.805176
	Iteration 39Q: 3 clusters Score -4603596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4603609.500000 Penalty: 5127.805176
	Iteration 40F: 3 clusters Score -4603610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4603627.500000 Penalty: 5127.805176
	Iteration 41Q: 3 clusters Score -4603628 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4603653.000000 Penalty: 5127.805176
	Iteration 42Q: 3 clusters Score -4603653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -4603650.500000 Penalty: 5127.805176
	Iteration 43Q: 3 clusters Score -4603650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4603684.500000 Penalty: 5127.805176
	Iteration 44Q: 3 clusters Score -4603684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -4603677.000000 Penalty: 5127.805176
	Iteration 45Q: 3 clusters Score -4603677 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -4603690.000000 Penalty: 5127.805176
	Iteration 46Q: 3 clusters Score -4603690 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -4603666.000000 Penalty: 5127.805176
	Iteration 47Q: 3 clusters Score -4603666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -4603690.500000 Penalty: 5127.805176
	Iteration 48Q: 3 clusters Score -4603690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4603695.500000 Penalty: 5127.805176
	Iteration 49Q: 3 clusters Score -4603696 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4603718.500000 Penalty: 5127.805176
	Iteration 50Q: 3 clusters Score -4603718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4603722.500000 Penalty: 5127.805176
	Iteration 51Q: 3 clusters Score -4603722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -4603738.000000 Penalty: 5127.805176
	Iteration 52Q: 3 clusters Score -4603738 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -4603752.500000 Penalty: 5127.805176
	Iteration 53Q: 3 clusters Score -4603752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4603755.000000 Penalty: 5127.805176
	Iteration 54Q: 3 clusters Score -4603755 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4603779.000000 Penalty: 5127.805176
	Iteration 55Q: 3 clusters Score -4603779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -4603779.500000 Penalty: 5127.805176
	Iteration 56Q: 3 clusters Score -4603780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -4603791.000000 Penalty: 5127.805176
	Iteration 57Q: 3 clusters Score -4603791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4603798.000000 Penalty: 5127.805176
	Iteration 58Q: 3 clusters Score -4603798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4603812.500000 Penalty: 5127.805176
	Iteration 59Q: 3 clusters Score -4603812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -4603823.500000 Penalty: 5127.805176
	Iteration 60F: 3 clusters Score -4603824 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -4603837.500000 Penalty: 5127.805176
	Iteration 61Q: 3 clusters Score -4603838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4603849.500000 Penalty: 5127.805176
	Iteration 62Q: 3 clusters Score -4603850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4603855.000000 Penalty: 5127.805176
	Iteration 63Q: 3 clusters Score -4603855 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -4603864.500000 Penalty: 5127.805176
	Iteration 64Q: 3 clusters Score -4603864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -4603865.000000 Penalty: 5127.805176
	Iteration 65Q: 3 clusters Score -4603865 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -4603878.500000 Penalty: 5127.805176
	Iteration 66Q: 3 clusters Score -4603878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -4603903.500000 Penalty: 5127.805176
	Iteration 67Q: 3 clusters Score -4603904 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -4603915.000000 Penalty: 5127.805176
	Iteration 68Q: 3 clusters Score -4603915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -4603936.000000 Penalty: 5127.805176
	Iteration 69Q: 3 clusters Score -4603936 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4603955.000000 Penalty: 5127.805176
	Iteration 70Q: 3 clusters Score -4603955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -4603972.500000 Penalty: 5127.805176
	Iteration 71Q: 3 clusters Score -4603972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4603998.500000 Penalty: 5127.805176
	Iteration 72Q: 3 clusters Score -4603998 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -4604011.000000 Penalty: 5127.805176
	Iteration 73Q: 3 clusters Score -4604011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4604052.000000 Penalty: 5127.805176
	Iteration 74Q: 3 clusters Score -4604052 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -4604068.500000 Penalty: 5127.805176
	Iteration 75Q: 3 clusters Score -4604068 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4604104.000000 Penalty: 5127.805176
	Iteration 76Q: 3 clusters Score -4604104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4604147.500000 Penalty: 5127.805176
	Iteration 77Q: 3 clusters Score -4604148 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -4604188.000000 Penalty: 5127.805176
	Iteration 78Q: 3 clusters Score -4604188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4604210.000000 Penalty: 5127.805176
	Iteration 79Q: 3 clusters Score -4604210 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4604235.000000 Penalty: 5127.805176
	Iteration 80F: 3 clusters Score -4604235 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4604250.000000 Penalty: 5127.805176
	Iteration 81Q: 3 clusters Score -4604250 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4604275.000000 Penalty: 5127.805176
	Iteration 82Q: 3 clusters Score -4604275 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -4604301.000000 Penalty: 5127.805176
	Iteration 83Q: 3 clusters Score -4604301 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4604319.500000 Penalty: 5127.805176
	Iteration 84Q: 3 clusters Score -4604320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4604319.500000 Penalty: 5127.805176
	Iteration 85Q: 3 clusters Score -4604320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4604332.000000 Penalty: 5127.805176
	Iteration 86Q: 3 clusters Score -4604332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4604361.500000 Penalty: 5127.805176
	Iteration 87Q: 3 clusters Score -4604362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4604389.500000 Penalty: 5127.805176
	Iteration 88Q: 3 clusters Score -4604390 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4604413.000000 Penalty: 5127.805176
	Iteration 89Q: 3 clusters Score -4604413 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4604433.000000 Penalty: 5127.805176
	Iteration 90Q: 3 clusters Score -4604433 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4604458.000000 Penalty: 5127.805176
	Iteration 91Q: 3 clusters Score -4604458 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4604489.500000 Penalty: 5127.805176
	Iteration 92Q: 3 clusters Score -4604490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4604507.500000 Penalty: 5127.805176
	Iteration 93Q: 3 clusters Score -4604508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4604562.500000 Penalty: 5127.805176
	Iteration 94Q: 3 clusters Score -4604562 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -4604600.500000 Penalty: 5127.805176
	Iteration 95Q: 3 clusters Score -4604600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4604636.000000 Penalty: 5127.805176
	Iteration 96Q: 3 clusters Score -4604636 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4604685.500000 Penalty: 5127.805176
	Iteration 97Q: 3 clusters Score -4604686 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4604738.500000 Penalty: 5127.805176
	Iteration 98Q: 3 clusters Score -4604738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4604806.000000 Penalty: 5127.805176
	Iteration 99Q: 3 clusters Score -4604806 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -4604857.500000 Penalty: 5127.805176
	Iteration 100F: 3 clusters Score -4604858 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4604906.500000 Penalty: 5127.805176
	Iteration 101Q: 3 clusters Score -4604906 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4604960.000000 Penalty: 5127.805176
	Iteration 102Q: 3 clusters Score -4604960 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4604981.000000 Penalty: 5127.805176
	Iteration 103Q: 3 clusters Score -4604981 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4605047.500000 Penalty: 5127.805176
	Iteration 104Q: 3 clusters Score -4605048 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4605105.500000 Penalty: 5127.805176
	Iteration 105Q: 3 clusters Score -4605106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4605168.000000 Penalty: 5127.805176
	Iteration 106Q: 3 clusters Score -4605168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4605218.500000 Penalty: 5127.805176
	Iteration 107Q: 3 clusters Score -4605218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4605269.000000 Penalty: 5127.805176
	Iteration 108Q: 3 clusters Score -4605269 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4605359.000000 Penalty: 5127.805176
	Iteration 109Q: 3 clusters Score -4605359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4605437.000000 Penalty: 5127.805176
	Iteration 110Q: 3 clusters Score -4605437 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4605529.000000 Penalty: 5127.805176
	Iteration 111Q: 3 clusters Score -4605529 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4605625.000000 Penalty: 5127.805176
	Iteration 112Q: 3 clusters Score -4605625 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -4605727.500000 Penalty: 5127.805176
	Iteration 113Q: 3 clusters Score -4605728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4605806.500000 Penalty: 5127.805176
	Iteration 114Q: 3 clusters Score -4605806 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4605907.500000 Penalty: 5127.805176
	Iteration 115Q: 3 clusters Score -4605908 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4605988.000000 Penalty: 5127.805176
	Iteration 116Q: 3 clusters Score -4605988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4606035.000000 Penalty: 5127.805176
	Iteration 117Q: 3 clusters Score -4606035 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4606099.500000 Penalty: 5127.805176
	Iteration 118Q: 3 clusters Score -4606100 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4606162.000000 Penalty: 5127.805176
	Iteration 119Q: 3 clusters Score -4606162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4606218.000000 Penalty: 5127.805176
	Iteration 120F: 3 clusters Score -4606218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4606265.500000 Penalty: 5127.805176
	Iteration 121Q: 3 clusters Score -4606266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4606275.000000 Penalty: 5127.805176
	Iteration 122Q: 3 clusters Score -4606275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4606315.000000 Penalty: 5127.805176
	Iteration 123Q: 3 clusters Score -4606315 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4606331.500000 Penalty: 5127.805176
	Iteration 124Q: 3 clusters Score -4606332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4606345.000000 Penalty: 5127.805176
	Iteration 125Q: 3 clusters Score -4606345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4606363.500000 Penalty: 5127.805176
	Iteration 126Q: 3 clusters Score -4606364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4606369.500000 Penalty: 5127.805176
	Iteration 127Q: 3 clusters Score -4606370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4606394.500000 Penalty: 5127.805176
	Iteration 128Q: 3 clusters Score -4606394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4606410.000000 Penalty: 5127.805176
	Iteration 129Q: 3 clusters Score -4606410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4606412.500000 Penalty: 5127.805176
	Iteration 130Q: 3 clusters Score -4606412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4606441.000000 Penalty: 5127.805176
	Iteration 131Q: 3 clusters Score -4606441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4606459.000000 Penalty: 5127.805176
	Iteration 132Q: 3 clusters Score -4606459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4606470.500000 Penalty: 5127.805176
	Iteration 133Q: 3 clusters Score -4606470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4606478.000000 Penalty: 5127.805176
	Iteration 134Q: 3 clusters Score -4606478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4606479.500000 Penalty: 5127.805176
	Iteration 135Q: 3 clusters Score -4606480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4606491.500000 Penalty: 5127.805176
	Iteration 136Q: 3 clusters Score -4606492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4606497.000000 Penalty: 5127.805176
	Iteration 137Q: 3 clusters Score -4606497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4606508.000000 Penalty: 5127.805176
	Iteration 138Q: 3 clusters Score -4606508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4606507.000000 Penalty: 5127.805176
	Iteration 139Q: 3 clusters Score -4606507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4606515.500000 Penalty: 5127.805176
	Iteration 140F: 3 clusters Score -4606516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4606517.500000 Penalty: 5127.805176
	Iteration 141Q: 3 clusters Score -4606518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4606527.500000 Penalty: 5127.805176
	Iteration 142Q: 3 clusters Score -4606528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4606531.000000 Penalty: 5127.805176
	Iteration 143Q: 3 clusters Score -4606531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4606527.000000 Penalty: 5127.805176
	Iteration 144Q: 3 clusters Score -4606527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4606528.500000 Penalty: 5127.805176
	Iteration 145Q: 3 clusters Score -4606528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4606528.000000 Penalty: 5127.805176
	Iteration 146Q: 3 clusters Score -4606528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4606528.000000 Penalty: 5127.805176
	Iteration 147F: 3 clusters Score -4606528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -212185.234375 Penalty: 1808.668457
	Iteration 0F: 2 clusters Score -212185.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209924.359375 Penalty: 3617.336914
	Iteration 0F: 3 clusters Score -209924.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -210305.156250 Penalty: 3617.336914
	Iteration 1F: 3 clusters Score -210305.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -210436.765625 Penalty: 3617.336914
	Iteration 2F: 3 clusters Score -210436.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -210528.468750 Penalty: 3617.336914
	Iteration 3Q: 3 clusters Score -210528.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -210593.750000 Penalty: 3617.336914
	Iteration 4Q: 3 clusters Score -210593.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -210659.296875 Penalty: 3617.336914
	Iteration 5Q: 3 clusters Score -210659.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -210723.218750 Penalty: 3617.336914
	Iteration 6Q: 3 clusters Score -210723.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -210779.609375 Penalty: 3617.336914
	Iteration 7Q: 3 clusters Score -210779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -210825.875000 Penalty: 3617.336914
	Iteration 8Q: 3 clusters Score -210825.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -210860.078125 Penalty: 3617.336914
	Iteration 9Q: 3 clusters Score -210860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210899.859375 Penalty: 3617.336914
	Iteration 10Q: 3 clusters Score -210899.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -210940.593750 Penalty: 3617.336914
	Iteration 11Q: 3 clusters Score -210940.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -210981.796875 Penalty: 3617.336914
	Iteration 12Q: 3 clusters Score -210981.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -211014.625000 Penalty: 3617.336914
	Iteration 13Q: 3 clusters Score -211014.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -211038.734375 Penalty: 3617.336914
	Iteration 14Q: 3 clusters Score -211038.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -211054.906250 Penalty: 3617.336914
	Iteration 15Q: 3 clusters Score -211054.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -211065.625000 Penalty: 3617.336914
	Iteration 16Q: 3 clusters Score -211065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211075.640625 Penalty: 3617.336914
	Iteration 17Q: 3 clusters Score -211075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -211085.140625 Penalty: 3617.336914
	Iteration 18Q: 3 clusters Score -211085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -211086.781250 Penalty: 3617.336914
	Iteration 19Q: 3 clusters Score -211086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -211087.062500 Penalty: 3617.336914
	Iteration 20F: 3 clusters Score -211087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Entering Unmasked Estep 
Score: -1787785.250000 Penalty: 2328.531250
	Iteration 0F: 2 clusters Score -1787785 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 5937 members 
Entering Unmasked Estep 
Score: -1778896.875000 Penalty: 4657.062500
	Iteration 0F: 3 clusters Score -1778897 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1781740.875000 Penalty: 4657.062500
	Iteration 1F: 3 clusters Score -1781741 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1782142.125000 Penalty: 4657.062500
	Iteration 2F: 3 clusters Score -1782142 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1782446.625000 Penalty: 4657.062500
	Iteration 3F: 3 clusters Score -1782447 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1782690.250000 Penalty: 4657.062500
	Iteration 4Q: 3 clusters Score -1782690 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1782897.000000 Penalty: 4657.062500
	Iteration 5Q: 3 clusters Score -1782897 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1783063.375000 Penalty: 4657.062500
	Iteration 6Q: 3 clusters Score -1783063 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1783196.875000 Penalty: 4657.062500
	Iteration 7Q: 3 clusters Score -1783197 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1783336.375000 Penalty: 4657.062500
	Iteration 8Q: 3 clusters Score -1783336 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1783500.375000 Penalty: 4657.062500
	Iteration 9Q: 3 clusters Score -1783500 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1783653.125000 Penalty: 4657.062500
	Iteration 10Q: 3 clusters Score -1783653 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1783811.125000 Penalty: 4657.062500
	Iteration 11Q: 3 clusters Score -1783811 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1783968.000000 Penalty: 4657.062500
	Iteration 12Q: 3 clusters Score -1783968 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1784133.500000 Penalty: 4657.062500
	Iteration 13Q: 3 clusters Score -1784134 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1784311.250000 Penalty: 4657.062500
	Iteration 14Q: 3 clusters Score -1784311 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1784477.750000 Penalty: 4657.062500
	Iteration 15Q: 3 clusters Score -1784478 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1784648.875000 Penalty: 4657.062500
	Iteration 16Q: 3 clusters Score -1784649 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1784811.750000 Penalty: 4657.062500
	Iteration 17Q: 3 clusters Score -1784812 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1784965.375000 Penalty: 4657.062500
	Iteration 18Q: 3 clusters Score -1784965 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1785100.625000 Penalty: 4657.062500
	Iteration 19Q: 3 clusters Score -1785101 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1785209.000000 Penalty: 4657.062500
	Iteration 20F: 3 clusters Score -1785209 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1785305.500000 Penalty: 4657.062500
	Iteration 21Q: 3 clusters Score -1785306 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1785388.000000 Penalty: 4657.062500
	Iteration 22Q: 3 clusters Score -1785388 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1785448.875000 Penalty: 4657.062500
	Iteration 23Q: 3 clusters Score -1785449 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1785516.125000 Penalty: 4657.062500
	Iteration 24Q: 3 clusters Score -1785516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1785585.500000 Penalty: 4657.062500
	Iteration 25Q: 3 clusters Score -1785586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1785636.000000 Penalty: 4657.062500
	Iteration 26Q: 3 clusters Score -1785636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1785673.750000 Penalty: 4657.062500
	Iteration 27Q: 3 clusters Score -1785674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1785709.875000 Penalty: 4657.062500
	Iteration 28Q: 3 clusters Score -1785710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1785740.250000 Penalty: 4657.062500
	Iteration 29Q: 3 clusters Score -1785740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1785756.250000 Penalty: 4657.062500
	Iteration 30Q: 3 clusters Score -1785756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1785767.125000 Penalty: 4657.062500
	Iteration 31Q: 3 clusters Score -1785767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1785776.875000 Penalty: 4657.062500
	Iteration 32Q: 3 clusters Score -1785777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1785782.375000 Penalty: 4657.062500
	Iteration 33Q: 3 clusters Score -1785782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1785791.375000 Penalty: 4657.062500
	Iteration 34Q: 3 clusters Score -1785791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1785799.500000 Penalty: 4657.062500
	Iteration 35Q: 3 clusters Score -1785800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1785808.875000 Penalty: 4657.062500
	Iteration 36Q: 3 clusters Score -1785809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1785815.875000 Penalty: 4657.062500
	Iteration 37Q: 3 clusters Score -1785816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1785818.750000 Penalty: 4657.062500
	Iteration 38Q: 3 clusters Score -1785819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1785822.000000 Penalty: 4657.062500
	Iteration 39Q: 3 clusters Score -1785822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1785821.125000 Penalty: 4657.062500
	Iteration 40F: 3 clusters Score -1785821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1785822.500000 Penalty: 4657.062500
	Iteration 41Q: 3 clusters Score -1785822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1785825.000000 Penalty: 4657.062500
	Iteration 42Q: 3 clusters Score -1785825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1785827.375000 Penalty: 4657.062500
	Iteration 43Q: 3 clusters Score -1785827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1785825.750000 Penalty: 4657.062500
	Iteration 44Q: 3 clusters Score -1785826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1785825.750000 Penalty: 4657.062500
	Iteration 45F: 3 clusters Score -1785826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19102.589844 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19102.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19455.164062 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19455.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19685.787109 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19685.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19738.662109 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -19738.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19746.369141 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19746.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19753.494141 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -19753.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19753.494141 Penalty: 2625.479248
	Iteration 6F: 3 clusters Score -19753.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101913 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70633 members 
Mstep: Class 5 contains 61091 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13426 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 96069 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 16386 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 56 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11278 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12941 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7766 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36773 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Mstep: Class 48 contains 143 members 
Entering Unmasked Estep 
Score: -115059872.000000 Penalty: 161847.281250
Splitting cluster 31 changes total score from -115061928.000000 to -115059872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -444381.687500 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -444381.7 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: -441163.718750 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -441163.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -441782.250000 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -441782.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -441925.625000 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -441925.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -442014.156250 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -442014.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -442069.562500 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -442069.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -442097.718750 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -442097.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -442129.781250 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -442129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -442156.937500 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -442156.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -442179.718750 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -442179.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -442200.281250 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -442200.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -442215.875000 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -442215.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -442227.468750 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -442227.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -442238.687500 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -442238.7 nChanged 27
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: -442249.468750 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -442249.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -442259.031250 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -442259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -442267.812500 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -442267.8 nChanged 26
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: -442283.375000 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -442283.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -442302.187500 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -442302.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -442322.437500 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -442322.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -442339.125000 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -442339.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -442356.281250 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -442356.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -442381.062500 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -442381.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -442406.312500 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -442406.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -442433.281250 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -442433.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -442448.218750 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -442448.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -442457.687500 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -442457.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -442466.000000 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -442466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -442474.875000 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -442474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -442494.031250 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -442494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -442515.000000 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -442515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -442530.531250 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -442530.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -442541.156250 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -442541.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -442553.000000 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -442553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -442562.468750 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -442562.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -442573.531250 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -442573.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -442582.593750 Penalty: 3966.006104
	Iteration 35Q: 3 clusters Score -442582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -442591.718750 Penalty: 3966.006104
	Iteration 36Q: 3 clusters Score -442591.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -442599.593750 Penalty: 3966.006104
	Iteration 37Q: 3 clusters Score -442599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -442608.562500 Penalty: 3966.006104
	Iteration 38Q: 3 clusters Score -442608.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -442617.375000 Penalty: 3966.006104
	Iteration 39Q: 3 clusters Score -442617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -442624.875000 Penalty: 3966.006104
	Iteration 40F: 3 clusters Score -442624.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -442627.531250 Penalty: 3966.006104
	Iteration 41Q: 3 clusters Score -442627.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -442632.531250 Penalty: 3966.006104
	Iteration 42Q: 3 clusters Score -442632.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -442634.937500 Penalty: 3966.006104
	Iteration 43Q: 3 clusters Score -442634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -442636.281250 Penalty: 3966.006104
	Iteration 44Q: 3 clusters Score -442636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -442640.937500 Penalty: 3966.006104
	Iteration 45Q: 3 clusters Score -442640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -442643.312500 Penalty: 3966.006104
	Iteration 46Q: 3 clusters Score -442643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -442647.562500 Penalty: 3966.006104
	Iteration 47Q: 3 clusters Score -442647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -442650.093750 Penalty: 3966.006104
	Iteration 48Q: 3 clusters Score -442650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -442658.968750 Penalty: 3966.006104
	Iteration 49Q: 3 clusters Score -442659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -442675.468750 Penalty: 3966.006104
	Iteration 50Q: 3 clusters Score -442675.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -442685.187500 Penalty: 3966.006104
	Iteration 51Q: 3 clusters Score -442685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -442695.687500 Penalty: 3966.006104
	Iteration 52Q: 3 clusters Score -442695.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -442705.343750 Penalty: 3966.006104
	Iteration 53Q: 3 clusters Score -442705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -442709.000000 Penalty: 3966.006104
	Iteration 54Q: 3 clusters Score -442709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -442711.781250 Penalty: 3966.006104
	Iteration 55Q: 3 clusters Score -442711.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -442712.031250 Penalty: 3966.006104
	Iteration 56Q: 3 clusters Score -442712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -442712.625000 Penalty: 3966.006104
	Iteration 57Q: 3 clusters Score -442712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -442713.218750 Penalty: 3966.006104
	Iteration 58Q: 3 clusters Score -442713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -442713.218750 Penalty: 3966.006104
	Iteration 59F: 3 clusters Score -442713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1593196.000000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -1593196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1584803.625000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -1584804 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1587334.500000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -1587334 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1587751.875000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -1587752 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1588155.625000 Penalty: 4627.982422
	Iteration 3F: 3 clusters Score -1588156 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1588592.625000 Penalty: 4627.982422
	Iteration 4F: 3 clusters Score -1588593 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1589069.125000 Penalty: 4627.982422
	Iteration 5F: 3 clusters Score -1589069 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1589556.250000 Penalty: 4627.982422
	Iteration 6F: 3 clusters Score -1589556 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1589993.375000 Penalty: 4627.982422
	Iteration 7F: 3 clusters Score -1589993 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1590375.375000 Penalty: 4627.982422
	Iteration 8F: 3 clusters Score -1590375 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1590650.875000 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -1590651 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1590844.000000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -1590844 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1590975.750000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -1590976 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1591054.000000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -1591054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1591094.500000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -1591094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1591133.375000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -1591133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1591159.250000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -1591159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1591183.625000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -1591184 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1591201.625000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -1591202 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1591227.250000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -1591227 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1591243.250000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -1591243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1591255.375000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -1591255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1591281.875000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -1591282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1591299.250000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -1591299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1591314.500000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -1591314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1591327.625000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -1591328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1591346.000000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -1591346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1591361.625000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -1591362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1591386.375000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -1591386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1591403.125000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -1591403 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1591420.625000 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -1591421 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1591437.625000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -1591438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1591457.625000 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -1591458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1591474.500000 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -1591474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1591493.375000 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -1591493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1591508.500000 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -1591508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1591519.250000 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -1591519 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1591531.250000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -1591531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1591546.125000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -1591546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1591561.125000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -1591561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1591577.125000 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -1591577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1591589.500000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -1591590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1591600.750000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -1591601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1591613.000000 Penalty: 4627.982422
	Iteration 42Q: 3 clusters Score -1591613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1591629.125000 Penalty: 4627.982422
	Iteration 43Q: 3 clusters Score -1591629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1591646.125000 Penalty: 4627.982422
	Iteration 44Q: 3 clusters Score -1591646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1591663.250000 Penalty: 4627.982422
	Iteration 45Q: 3 clusters Score -1591663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1591675.000000 Penalty: 4627.982422
	Iteration 46Q: 3 clusters Score -1591675 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1591688.625000 Penalty: 4627.982422
	Iteration 47Q: 3 clusters Score -1591689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1591698.375000 Penalty: 4627.982422
	Iteration 48Q: 3 clusters Score -1591698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1591720.625000 Penalty: 4627.982422
	Iteration 49Q: 3 clusters Score -1591721 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1591739.000000 Penalty: 4627.982422
	Iteration 50Q: 3 clusters Score -1591739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1591756.375000 Penalty: 4627.982422
	Iteration 51Q: 3 clusters Score -1591756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1591774.750000 Penalty: 4627.982422
	Iteration 52Q: 3 clusters Score -1591775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1591794.500000 Penalty: 4627.982422
	Iteration 53Q: 3 clusters Score -1591794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1591817.875000 Penalty: 4627.982422
	Iteration 54Q: 3 clusters Score -1591818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1591848.375000 Penalty: 4627.982422
	Iteration 55Q: 3 clusters Score -1591848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1591878.375000 Penalty: 4627.982422
	Iteration 56Q: 3 clusters Score -1591878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1591918.375000 Penalty: 4627.982422
	Iteration 57Q: 3 clusters Score -1591918 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1591948.125000 Penalty: 4627.982422
	Iteration 58Q: 3 clusters Score -1591948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1591971.875000 Penalty: 4627.982422
	Iteration 59Q: 3 clusters Score -1591972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1591997.500000 Penalty: 4627.982422
	Iteration 60F: 3 clusters Score -1591998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1592026.250000 Penalty: 4627.982422
	Iteration 61Q: 3 clusters Score -1592026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1592049.125000 Penalty: 4627.982422
	Iteration 62Q: 3 clusters Score -1592049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1592071.625000 Penalty: 4627.982422
	Iteration 63Q: 3 clusters Score -1592072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1592090.000000 Penalty: 4627.982422
	Iteration 64Q: 3 clusters Score -1592090 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1592110.000000 Penalty: 4627.982422
	Iteration 65Q: 3 clusters Score -1592110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1592125.750000 Penalty: 4627.982422
	Iteration 66Q: 3 clusters Score -1592126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1592132.625000 Penalty: 4627.982422
	Iteration 67Q: 3 clusters Score -1592133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1592143.500000 Penalty: 4627.982422
	Iteration 68Q: 3 clusters Score -1592144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1592153.625000 Penalty: 4627.982422
	Iteration 69Q: 3 clusters Score -1592154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1592158.375000 Penalty: 4627.982422
	Iteration 70Q: 3 clusters Score -1592158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1592158.000000 Penalty: 4627.982422
	Iteration 71Q: 3 clusters Score -1592158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1592166.875000 Penalty: 4627.982422
	Iteration 72Q: 3 clusters Score -1592167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1592175.500000 Penalty: 4627.982422
	Iteration 73Q: 3 clusters Score -1592176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1592175.375000 Penalty: 4627.982422
	Iteration 74Q: 3 clusters Score -1592175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1592178.000000 Penalty: 4627.982422
	Iteration 75Q: 3 clusters Score -1592178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1592186.125000 Penalty: 4627.982422
	Iteration 76Q: 3 clusters Score -1592186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1592185.500000 Penalty: 4627.982422
	Iteration 77Q: 3 clusters Score -1592186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1592189.375000 Penalty: 4627.982422
	Iteration 78Q: 3 clusters Score -1592189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1592190.375000 Penalty: 4627.982422
	Iteration 79Q: 3 clusters Score -1592190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1592196.250000 Penalty: 4627.982422
	Iteration 80F: 3 clusters Score -1592196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1592196.500000 Penalty: 4627.982422
	Iteration 81Q: 3 clusters Score -1592196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1592197.750000 Penalty: 4627.982422
	Iteration 82Q: 3 clusters Score -1592198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1592198.125000 Penalty: 4627.982422
	Iteration 83Q: 3 clusters Score -1592198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1592199.625000 Penalty: 4627.982422
	Iteration 84Q: 3 clusters Score -1592200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1592198.875000 Penalty: 4627.982422
	Iteration 85Q: 3 clusters Score -1592199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1592198.500000 Penalty: 4627.982422
	Iteration 86Q: 3 clusters Score -1592198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1592198.125000 Penalty: 4627.982422
	Iteration 87Q: 3 clusters Score -1592198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1592201.125000 Penalty: 4627.982422
	Iteration 88Q: 3 clusters Score -1592201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1592201.375000 Penalty: 4627.982422
	Iteration 89Q: 3 clusters Score -1592201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1592201.375000 Penalty: 4627.982422
	Iteration 90F: 3 clusters Score -1592201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Entering Unmasked Estep 
Score: -2542117.500000 Penalty: 2433.831299
	Iteration 0F: 2 clusters Score -2542118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2529145.000000 Penalty: 4867.662598
	Iteration 0F: 3 clusters Score -2529145 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2533929.250000 Penalty: 4867.662598
	Iteration 1F: 3 clusters Score -2533929 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2534779.250000 Penalty: 4867.662598
	Iteration 2F: 3 clusters Score -2534779 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2535732.750000 Penalty: 4867.662598
	Iteration 3F: 3 clusters Score -2535733 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2536652.000000 Penalty: 4867.662598
	Iteration 4F: 3 clusters Score -2536652 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2537321.000000 Penalty: 4867.662598
	Iteration 5F: 3 clusters Score -2537321 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2537806.500000 Penalty: 4867.662598
	Iteration 6F: 3 clusters Score -2537806 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2538121.250000 Penalty: 4867.662598
	Iteration 7Q: 3 clusters Score -2538121 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2538332.000000 Penalty: 4867.662598
	Iteration 8Q: 3 clusters Score -2538332 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2538480.250000 Penalty: 4867.662598
	Iteration 9Q: 3 clusters Score -2538480 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2538568.000000 Penalty: 4867.662598
	Iteration 10Q: 3 clusters Score -2538568 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2538661.000000 Penalty: 4867.662598
	Iteration 11Q: 3 clusters Score -2538661 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2538754.000000 Penalty: 4867.662598
	Iteration 12Q: 3 clusters Score -2538754 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2538841.750000 Penalty: 4867.662598
	Iteration 13Q: 3 clusters Score -2538842 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2538925.000000 Penalty: 4867.662598
	Iteration 14Q: 3 clusters Score -2538925 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2539023.000000 Penalty: 4867.662598
	Iteration 15Q: 3 clusters Score -2539023 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2539091.750000 Penalty: 4867.662598
	Iteration 16Q: 3 clusters Score -2539092 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2539169.000000 Penalty: 4867.662598
	Iteration 17Q: 3 clusters Score -2539169 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2539243.500000 Penalty: 4867.662598
	Iteration 18Q: 3 clusters Score -2539244 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2539310.000000 Penalty: 4867.662598
	Iteration 19Q: 3 clusters Score -2539310 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2539370.000000 Penalty: 4867.662598
	Iteration 20F: 3 clusters Score -2539370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2539424.250000 Penalty: 4867.662598
	Iteration 21Q: 3 clusters Score -2539424 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2539484.500000 Penalty: 4867.662598
	Iteration 22Q: 3 clusters Score -2539484 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2539547.750000 Penalty: 4867.662598
	Iteration 23Q: 3 clusters Score -2539548 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -2539620.750000 Penalty: 4867.662598
	Iteration 24Q: 3 clusters Score -2539621 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2539675.250000 Penalty: 4867.662598
	Iteration 25Q: 3 clusters Score -2539675 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2539744.000000 Penalty: 4867.662598
	Iteration 26Q: 3 clusters Score -2539744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2539824.000000 Penalty: 4867.662598
	Iteration 27Q: 3 clusters Score -2539824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2539903.750000 Penalty: 4867.662598
	Iteration 28Q: 3 clusters Score -2539904 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2539952.000000 Penalty: 4867.662598
	Iteration 29Q: 3 clusters Score -2539952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2540009.250000 Penalty: 4867.662598
	Iteration 30Q: 3 clusters Score -2540009 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2540060.750000 Penalty: 4867.662598
	Iteration 31Q: 3 clusters Score -2540061 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2540122.000000 Penalty: 4867.662598
	Iteration 32Q: 3 clusters Score -2540122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2540186.250000 Penalty: 4867.662598
	Iteration 33Q: 3 clusters Score -2540186 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2540248.750000 Penalty: 4867.662598
	Iteration 34Q: 3 clusters Score -2540249 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2540297.000000 Penalty: 4867.662598
	Iteration 35Q: 3 clusters Score -2540297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2540349.250000 Penalty: 4867.662598
	Iteration 36Q: 3 clusters Score -2540349 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2540392.000000 Penalty: 4867.662598
	Iteration 37Q: 3 clusters Score -2540392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2540426.250000 Penalty: 4867.662598
	Iteration 38Q: 3 clusters Score -2540426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2540442.500000 Penalty: 4867.662598
	Iteration 39Q: 3 clusters Score -2540442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2540486.250000 Penalty: 4867.662598
	Iteration 40F: 3 clusters Score -2540486 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2540507.250000 Penalty: 4867.662598
	Iteration 41Q: 3 clusters Score -2540507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2540534.250000 Penalty: 4867.662598
	Iteration 42Q: 3 clusters Score -2540534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2540551.750000 Penalty: 4867.662598
	Iteration 43Q: 3 clusters Score -2540552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2540568.500000 Penalty: 4867.662598
	Iteration 44Q: 3 clusters Score -2540568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2540584.750000 Penalty: 4867.662598
	Iteration 45Q: 3 clusters Score -2540585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2540613.000000 Penalty: 4867.662598
	Iteration 46Q: 3 clusters Score -2540613 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2540625.750000 Penalty: 4867.662598
	Iteration 47Q: 3 clusters Score -2540626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2540635.000000 Penalty: 4867.662598
	Iteration 48Q: 3 clusters Score -2540635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2540643.500000 Penalty: 4867.662598
	Iteration 49Q: 3 clusters Score -2540644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2540655.750000 Penalty: 4867.662598
	Iteration 50Q: 3 clusters Score -2540656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2540659.000000 Penalty: 4867.662598
	Iteration 51Q: 3 clusters Score -2540659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2540667.750000 Penalty: 4867.662598
	Iteration 52Q: 3 clusters Score -2540668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2540663.750000 Penalty: 4867.662598
	Iteration 53Q: 3 clusters Score -2540664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2540667.500000 Penalty: 4867.662598
	Iteration 54Q: 3 clusters Score -2540668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2540671.250000 Penalty: 4867.662598
	Iteration 55Q: 3 clusters Score -2540671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2540675.750000 Penalty: 4867.662598
	Iteration 56Q: 3 clusters Score -2540676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2540676.000000 Penalty: 4867.662598
	Iteration 57Q: 3 clusters Score -2540676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2540674.500000 Penalty: 4867.662598
	Iteration 58Q: 3 clusters Score -2540674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2540673.500000 Penalty: 4867.662598
	Iteration 59Q: 3 clusters Score -2540674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2540682.000000 Penalty: 4867.662598
	Iteration 60F: 3 clusters Score -2540682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2540683.250000 Penalty: 4867.662598
	Iteration 61Q: 3 clusters Score -2540683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2540681.000000 Penalty: 4867.662598
	Iteration 62Q: 3 clusters Score -2540681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2540677.750000 Penalty: 4867.662598
	Iteration 63Q: 3 clusters Score -2540678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2540679.750000 Penalty: 4867.662598
	Iteration 64Q: 3 clusters Score -2540680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2540681.500000 Penalty: 4867.662598
	Iteration 65Q: 3 clusters Score -2540682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2540680.500000 Penalty: 4867.662598
	Iteration 66Q: 3 clusters Score -2540680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2540680.500000 Penalty: 4867.662598
	Iteration 67F: 3 clusters Score -2540680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -218889.375000 Penalty: 1821.169678
	Iteration 0F: 2 clusters Score -218889.4 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 768 members 
Entering Unmasked Estep 
Score: -216565.406250 Penalty: 3642.339355
	Iteration 0F: 3 clusters Score -216565.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217022.031250 Penalty: 3642.339355
	Iteration 1F: 3 clusters Score -217022 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -217197.265625 Penalty: 3642.339355
	Iteration 2F: 3 clusters Score -217197.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -217321.421875 Penalty: 3642.339355
	Iteration 3F: 3 clusters Score -217321.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -217425.250000 Penalty: 3642.339355
	Iteration 4Q: 3 clusters Score -217425.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -217483.546875 Penalty: 3642.339355
	Iteration 5Q: 3 clusters Score -217483.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -217528.234375 Penalty: 3642.339355
	Iteration 6Q: 3 clusters Score -217528.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -217564.375000 Penalty: 3642.339355
	Iteration 7Q: 3 clusters Score -217564.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -217585.703125 Penalty: 3642.339355
	Iteration 8Q: 3 clusters Score -217585.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -217606.359375 Penalty: 3642.339355
	Iteration 9Q: 3 clusters Score -217606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -217625.828125 Penalty: 3642.339355
	Iteration 10Q: 3 clusters Score -217625.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -217633.187500 Penalty: 3642.339355
	Iteration 11Q: 3 clusters Score -217633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -217643.140625 Penalty: 3642.339355
	Iteration 12Q: 3 clusters Score -217643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -217649.859375 Penalty: 3642.339355
	Iteration 13Q: 3 clusters Score -217649.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -217658.859375 Penalty: 3642.339355
	Iteration 14Q: 3 clusters Score -217658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -217663.593750 Penalty: 3642.339355
	Iteration 15Q: 3 clusters Score -217663.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -217670.687500 Penalty: 3642.339355
	Iteration 16Q: 3 clusters Score -217670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -217673.953125 Penalty: 3642.339355
	Iteration 17Q: 3 clusters Score -217674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -217681.765625 Penalty: 3642.339355
	Iteration 18Q: 3 clusters Score -217681.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -217689.546875 Penalty: 3642.339355
	Iteration 19Q: 3 clusters Score -217689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217694.750000 Penalty: 3642.339355
	Iteration 20F: 3 clusters Score -217694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217696.703125 Penalty: 3642.339355
	Iteration 21Q: 3 clusters Score -217696.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -217696.906250 Penalty: 3642.339355
	Iteration 22Q: 3 clusters Score -217696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -217697.578125 Penalty: 3642.339355
	Iteration 23Q: 3 clusters Score -217697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -217697.578125 Penalty: 3642.339355
	Iteration 24F: 3 clusters Score -217697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -48217.621094 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -48217.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46901.816406 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -46901.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47035.421875 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -47035.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47094.132812 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -47094.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47127.953125 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -47127.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47179.429688 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -47179.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47207.292969 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -47207.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47226.187500 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -47226.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -47239.765625 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -47239.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47255.097656 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -47255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47274.582031 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -47274.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47277.488281 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -47277.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47277.488281 Penalty: 2963.009521
	Iteration 11F: 3 clusters Score -47277.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Entering Unmasked Estep 
Score: -1918258.625000 Penalty: 2348.102539
	Iteration 0F: 2 clusters Score -1918259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1908743.625000 Penalty: 4696.205078
	Iteration 0F: 3 clusters Score -1908744 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1911838.875000 Penalty: 4696.205078
	Iteration 1F: 3 clusters Score -1911839 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1912180.000000 Penalty: 4696.205078
	Iteration 2F: 3 clusters Score -1912180 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1912405.125000 Penalty: 4696.205078
	Iteration 3Q: 3 clusters Score -1912405 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1912579.750000 Penalty: 4696.205078
	Iteration 4Q: 3 clusters Score -1912580 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1912750.625000 Penalty: 4696.205078
	Iteration 5Q: 3 clusters Score -1912751 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1912910.125000 Penalty: 4696.205078
	Iteration 6Q: 3 clusters Score -1912910 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1913057.625000 Penalty: 4696.205078
	Iteration 7Q: 3 clusters Score -1913058 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1913207.500000 Penalty: 4696.205078
	Iteration 8Q: 3 clusters Score -1913208 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1913337.500000 Penalty: 4696.205078
	Iteration 9Q: 3 clusters Score -1913338 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1913488.125000 Penalty: 4696.205078
	Iteration 10Q: 3 clusters Score -1913488 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1913647.500000 Penalty: 4696.205078
	Iteration 11Q: 3 clusters Score -1913648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1913830.875000 Penalty: 4696.205078
	Iteration 12Q: 3 clusters Score -1913831 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1914033.750000 Penalty: 4696.205078
	Iteration 13Q: 3 clusters Score -1914034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1914242.250000 Penalty: 4696.205078
	Iteration 14Q: 3 clusters Score -1914242 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1914473.750000 Penalty: 4696.205078
	Iteration 15Q: 3 clusters Score -1914474 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1914709.125000 Penalty: 4696.205078
	Iteration 16Q: 3 clusters Score -1914709 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1914925.625000 Penalty: 4696.205078
	Iteration 17Q: 3 clusters Score -1914926 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1915094.125000 Penalty: 4696.205078
	Iteration 18Q: 3 clusters Score -1915094 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1915194.500000 Penalty: 4696.205078
	Iteration 19Q: 3 clusters Score -1915194 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1915264.625000 Penalty: 4696.205078
	Iteration 20F: 3 clusters Score -1915265 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1915306.250000 Penalty: 4696.205078
	Iteration 21Q: 3 clusters Score -1915306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1915345.375000 Penalty: 4696.205078
	Iteration 22Q: 3 clusters Score -1915345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1915382.500000 Penalty: 4696.205078
	Iteration 23Q: 3 clusters Score -1915382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1915408.500000 Penalty: 4696.205078
	Iteration 24Q: 3 clusters Score -1915408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1915443.625000 Penalty: 4696.205078
	Iteration 25Q: 3 clusters Score -1915444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1915468.125000 Penalty: 4696.205078
	Iteration 26Q: 3 clusters Score -1915468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1915494.250000 Penalty: 4696.205078
	Iteration 27Q: 3 clusters Score -1915494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1915514.875000 Penalty: 4696.205078
	Iteration 28Q: 3 clusters Score -1915515 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1915533.375000 Penalty: 4696.205078
	Iteration 29Q: 3 clusters Score -1915533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1915556.750000 Penalty: 4696.205078
	Iteration 30Q: 3 clusters Score -1915557 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1915577.625000 Penalty: 4696.205078
	Iteration 31Q: 3 clusters Score -1915578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1915594.125000 Penalty: 4696.205078
	Iteration 32Q: 3 clusters Score -1915594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1915616.875000 Penalty: 4696.205078
	Iteration 33Q: 3 clusters Score -1915617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1915627.750000 Penalty: 4696.205078
	Iteration 34Q: 3 clusters Score -1915628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1915641.875000 Penalty: 4696.205078
	Iteration 35Q: 3 clusters Score -1915642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1915659.000000 Penalty: 4696.205078
	Iteration 36Q: 3 clusters Score -1915659 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1915665.125000 Penalty: 4696.205078
	Iteration 37Q: 3 clusters Score -1915665 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1915688.500000 Penalty: 4696.205078
	Iteration 38Q: 3 clusters Score -1915688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1915701.750000 Penalty: 4696.205078
	Iteration 39Q: 3 clusters Score -1915702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1915719.125000 Penalty: 4696.205078
	Iteration 40F: 3 clusters Score -1915719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1915737.000000 Penalty: 4696.205078
	Iteration 41Q: 3 clusters Score -1915737 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1915752.000000 Penalty: 4696.205078
	Iteration 42Q: 3 clusters Score -1915752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1915771.000000 Penalty: 4696.205078
	Iteration 43Q: 3 clusters Score -1915771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1915784.625000 Penalty: 4696.205078
	Iteration 44Q: 3 clusters Score -1915785 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1915798.750000 Penalty: 4696.205078
	Iteration 45Q: 3 clusters Score -1915799 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1915815.000000 Penalty: 4696.205078
	Iteration 46Q: 3 clusters Score -1915815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1915822.625000 Penalty: 4696.205078
	Iteration 47Q: 3 clusters Score -1915823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1915838.000000 Penalty: 4696.205078
	Iteration 48Q: 3 clusters Score -1915838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1915839.875000 Penalty: 4696.205078
	Iteration 49Q: 3 clusters Score -1915840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1915852.250000 Penalty: 4696.205078
	Iteration 50Q: 3 clusters Score -1915852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1915862.250000 Penalty: 4696.205078
	Iteration 51Q: 3 clusters Score -1915862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1915869.500000 Penalty: 4696.205078
	Iteration 52Q: 3 clusters Score -1915870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1915878.250000 Penalty: 4696.205078
	Iteration 53Q: 3 clusters Score -1915878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1915891.375000 Penalty: 4696.205078
	Iteration 54Q: 3 clusters Score -1915891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1915907.250000 Penalty: 4696.205078
	Iteration 55Q: 3 clusters Score -1915907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1915919.875000 Penalty: 4696.205078
	Iteration 56Q: 3 clusters Score -1915920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1915938.375000 Penalty: 4696.205078
	Iteration 57Q: 3 clusters Score -1915938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1915953.250000 Penalty: 4696.205078
	Iteration 58Q: 3 clusters Score -1915953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1915969.750000 Penalty: 4696.205078
	Iteration 59Q: 3 clusters Score -1915970 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1915996.500000 Penalty: 4696.205078
	Iteration 60F: 3 clusters Score -1915996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1916025.125000 Penalty: 4696.205078
	Iteration 61Q: 3 clusters Score -1916025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1916064.750000 Penalty: 4696.205078
	Iteration 62Q: 3 clusters Score -1916065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1916098.000000 Penalty: 4696.205078
	Iteration 63Q: 3 clusters Score -1916098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1916138.750000 Penalty: 4696.205078
	Iteration 64Q: 3 clusters Score -1916139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1916173.750000 Penalty: 4696.205078
	Iteration 65Q: 3 clusters Score -1916174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1916212.375000 Penalty: 4696.205078
	Iteration 66Q: 3 clusters Score -1916212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1916258.250000 Penalty: 4696.205078
	Iteration 67Q: 3 clusters Score -1916258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1916295.375000 Penalty: 4696.205078
	Iteration 68Q: 3 clusters Score -1916295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1916332.875000 Penalty: 4696.205078
	Iteration 69Q: 3 clusters Score -1916333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1916357.000000 Penalty: 4696.205078
	Iteration 70Q: 3 clusters Score -1916357 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1916378.750000 Penalty: 4696.205078
	Iteration 71Q: 3 clusters Score -1916379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1916392.125000 Penalty: 4696.205078
	Iteration 72Q: 3 clusters Score -1916392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1916405.125000 Penalty: 4696.205078
	Iteration 73Q: 3 clusters Score -1916405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1916418.625000 Penalty: 4696.205078
	Iteration 74Q: 3 clusters Score -1916419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1916432.750000 Penalty: 4696.205078
	Iteration 75Q: 3 clusters Score -1916433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1916442.875000 Penalty: 4696.205078
	Iteration 76Q: 3 clusters Score -1916443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1916449.125000 Penalty: 4696.205078
	Iteration 77Q: 3 clusters Score -1916449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1916454.375000 Penalty: 4696.205078
	Iteration 78Q: 3 clusters Score -1916454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1916452.625000 Penalty: 4696.205078
	Iteration 79Q: 3 clusters Score -1916453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1916460.000000 Penalty: 4696.205078
	Iteration 80F: 3 clusters Score -1916460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1916464.750000 Penalty: 4696.205078
	Iteration 81Q: 3 clusters Score -1916465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1916466.625000 Penalty: 4696.205078
	Iteration 82Q: 3 clusters Score -1916467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1916468.375000 Penalty: 4696.205078
	Iteration 83Q: 3 clusters Score -1916468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1916470.000000 Penalty: 4696.205078
	Iteration 84Q: 3 clusters Score -1916470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1916469.375000 Penalty: 4696.205078
	Iteration 85Q: 3 clusters Score -1916469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1916471.500000 Penalty: 4696.205078
	Iteration 86Q: 3 clusters Score -1916472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1916469.375000 Penalty: 4696.205078
	Iteration 87Q: 3 clusters Score -1916469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1916470.375000 Penalty: 4696.205078
	Iteration 88Q: 3 clusters Score -1916470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1916470.125000 Penalty: 4696.205078
	Iteration 89Q: 3 clusters Score -1916470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1916470.125000 Penalty: 4696.205078
	Iteration 90F: 3 clusters Score -1916470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -875729.875000 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -875729.9 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 3038 members 
Entering Unmasked Estep 
Score: -870617.750000 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -870617.8 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -871939.687500 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -871939.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -872186.250000 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -872186.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -872346.375000 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -872346.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -872471.875000 Penalty: 4317.515137
	Iteration 4Q: 3 clusters Score -872471.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -872572.125000 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -872572.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -872646.687500 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -872646.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -872695.125000 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -872695.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -872738.875000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -872738.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -872774.875000 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -872774.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -872801.500000 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -872801.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -872834.250000 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -872834.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -872862.125000 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -872862.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -872887.062500 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -872887.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -872909.062500 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -872909.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -872927.500000 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -872927.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -872944.312500 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -872944.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -872962.250000 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -872962.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -872988.625000 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -872988.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -873019.000000 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -873019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -873046.062500 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -873046.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -873078.312500 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -873078.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -873120.250000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -873120.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -873171.937500 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -873171.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -873229.125000 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -873229.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -873289.062500 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -873289.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -873344.875000 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -873344.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -873391.562500 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -873391.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -873451.937500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -873451.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -873512.625000 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -873512.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -873574.500000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -873574.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -873617.562500 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -873617.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -873665.000000 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -873665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -873711.187500 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -873711.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -873755.625000 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -873755.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -873793.125000 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -873793.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -873828.250000 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -873828.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -873864.812500 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -873864.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -873890.375000 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -873890.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -873915.375000 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -873915.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -873932.625000 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -873932.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -873943.000000 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -873943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -873950.312500 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -873950.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -873954.625000 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -873954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -873957.562500 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -873957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -873959.437500 Penalty: 4317.515137
	Iteration 45Q: 3 clusters Score -873959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -873959.375000 Penalty: 4317.515137
	Iteration 46Q: 3 clusters Score -873959.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -873960.250000 Penalty: 4317.515137
	Iteration 47Q: 3 clusters Score -873960.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -873962.500000 Penalty: 4317.515137
	Iteration 48Q: 3 clusters Score -873962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -873964.125000 Penalty: 4317.515137
	Iteration 49Q: 3 clusters Score -873964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -873969.750000 Penalty: 4317.515137
	Iteration 50Q: 3 clusters Score -873969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -873970.937500 Penalty: 4317.515137
	Iteration 51Q: 3 clusters Score -873970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -873970.750000 Penalty: 4317.515137
	Iteration 52Q: 3 clusters Score -873970.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -873975.500000 Penalty: 4317.515137
	Iteration 53Q: 3 clusters Score -873975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -873977.125000 Penalty: 4317.515137
	Iteration 54Q: 3 clusters Score -873977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -873981.812500 Penalty: 4317.515137
	Iteration 55Q: 3 clusters Score -873981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -873984.625000 Penalty: 4317.515137
	Iteration 56Q: 3 clusters Score -873984.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -873986.312500 Penalty: 4317.515137
	Iteration 57Q: 3 clusters Score -873986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -873987.062500 Penalty: 4317.515137
	Iteration 58Q: 3 clusters Score -873987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -873987.812500 Penalty: 4317.515137
	Iteration 59Q: 3 clusters Score -873987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -873987.812500 Penalty: 4317.515137
	Iteration 60F: 3 clusters Score -873987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Entering Unmasked Estep 
Score: -1472802.250000 Penalty: 2279.760742
	Iteration 0F: 2 clusters Score -1472802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1465275.750000 Penalty: 4559.521484
	Iteration 0F: 3 clusters Score -1465276 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1467434.625000 Penalty: 4559.521484
	Iteration 1F: 3 clusters Score -1467435 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1467792.875000 Penalty: 4559.521484
	Iteration 2F: 3 clusters Score -1467793 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1468095.000000 Penalty: 4559.521484
	Iteration 3F: 3 clusters Score -1468095 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1468433.875000 Penalty: 4559.521484
	Iteration 4F: 3 clusters Score -1468434 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1468788.000000 Penalty: 4559.521484
	Iteration 5F: 3 clusters Score -1468788 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1469159.125000 Penalty: 4559.521484
	Iteration 6F: 3 clusters Score -1469159 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1469532.500000 Penalty: 4559.521484
	Iteration 7F: 3 clusters Score -1469532 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1469914.000000 Penalty: 4559.521484
	Iteration 8F: 3 clusters Score -1469914 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1470227.375000 Penalty: 4559.521484
	Iteration 9Q: 3 clusters Score -1470227 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1470429.500000 Penalty: 4559.521484
	Iteration 10Q: 3 clusters Score -1470430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1470532.750000 Penalty: 4559.521484
	Iteration 11Q: 3 clusters Score -1470533 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1470600.875000 Penalty: 4559.521484
	Iteration 12Q: 3 clusters Score -1470601 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1470638.500000 Penalty: 4559.521484
	Iteration 13Q: 3 clusters Score -1470638 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1470667.500000 Penalty: 4559.521484
	Iteration 14Q: 3 clusters Score -1470668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1470687.250000 Penalty: 4559.521484
	Iteration 15Q: 3 clusters Score -1470687 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1470705.125000 Penalty: 4559.521484
	Iteration 16Q: 3 clusters Score -1470705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1470716.250000 Penalty: 4559.521484
	Iteration 17Q: 3 clusters Score -1470716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1470726.750000 Penalty: 4559.521484
	Iteration 18Q: 3 clusters Score -1470727 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1470738.875000 Penalty: 4559.521484
	Iteration 19Q: 3 clusters Score -1470739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1470742.375000 Penalty: 4559.521484
	Iteration 20F: 3 clusters Score -1470742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1470743.250000 Penalty: 4559.521484
	Iteration 21Q: 3 clusters Score -1470743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1470744.375000 Penalty: 4559.521484
	Iteration 22Q: 3 clusters Score -1470744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1470753.875000 Penalty: 4559.521484
	Iteration 23Q: 3 clusters Score -1470754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1470755.625000 Penalty: 4559.521484
	Iteration 24Q: 3 clusters Score -1470756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1470762.125000 Penalty: 4559.521484
	Iteration 25Q: 3 clusters Score -1470762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1470767.000000 Penalty: 4559.521484
	Iteration 26Q: 3 clusters Score -1470767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1470770.250000 Penalty: 4559.521484
	Iteration 27Q: 3 clusters Score -1470770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1470778.000000 Penalty: 4559.521484
	Iteration 28Q: 3 clusters Score -1470778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1470783.250000 Penalty: 4559.521484
	Iteration 29Q: 3 clusters Score -1470783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1470792.875000 Penalty: 4559.521484
	Iteration 30Q: 3 clusters Score -1470793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1470800.875000 Penalty: 4559.521484
	Iteration 31Q: 3 clusters Score -1470801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1470806.000000 Penalty: 4559.521484
	Iteration 32Q: 3 clusters Score -1470806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1470808.250000 Penalty: 4559.521484
	Iteration 33Q: 3 clusters Score -1470808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1470814.625000 Penalty: 4559.521484
	Iteration 34Q: 3 clusters Score -1470815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1470822.375000 Penalty: 4559.521484
	Iteration 35Q: 3 clusters Score -1470822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1470825.625000 Penalty: 4559.521484
	Iteration 36Q: 3 clusters Score -1470826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1470824.375000 Penalty: 4559.521484
	Iteration 37Q: 3 clusters Score -1470824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1470835.000000 Penalty: 4559.521484
	Iteration 38Q: 3 clusters Score -1470835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1470836.375000 Penalty: 4559.521484
	Iteration 39Q: 3 clusters Score -1470836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1470837.625000 Penalty: 4559.521484
	Iteration 40F: 3 clusters Score -1470838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1470842.750000 Penalty: 4559.521484
	Iteration 41Q: 3 clusters Score -1470843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1470845.625000 Penalty: 4559.521484
	Iteration 42Q: 3 clusters Score -1470846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1470845.000000 Penalty: 4559.521484
	Iteration 43Q: 3 clusters Score -1470845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1470847.000000 Penalty: 4559.521484
	Iteration 44Q: 3 clusters Score -1470847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1470851.625000 Penalty: 4559.521484
	Iteration 45Q: 3 clusters Score -1470852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1470854.375000 Penalty: 4559.521484
	Iteration 46Q: 3 clusters Score -1470854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1470859.875000 Penalty: 4559.521484
	Iteration 47Q: 3 clusters Score -1470860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1470863.500000 Penalty: 4559.521484
	Iteration 48Q: 3 clusters Score -1470864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1470864.000000 Penalty: 4559.521484
	Iteration 49Q: 3 clusters Score -1470864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1470869.250000 Penalty: 4559.521484
	Iteration 50Q: 3 clusters Score -1470869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1470869.500000 Penalty: 4559.521484
	Iteration 51Q: 3 clusters Score -1470870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1470871.500000 Penalty: 4559.521484
	Iteration 52Q: 3 clusters Score -1470872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1470872.250000 Penalty: 4559.521484
	Iteration 53Q: 3 clusters Score -1470872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1470872.375000 Penalty: 4559.521484
	Iteration 54Q: 3 clusters Score -1470872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1470873.375000 Penalty: 4559.521484
	Iteration 55Q: 3 clusters Score -1470873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1470872.625000 Penalty: 4559.521484
	Iteration 56Q: 3 clusters Score -1470873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1470875.875000 Penalty: 4559.521484
	Iteration 57Q: 3 clusters Score -1470876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1470879.875000 Penalty: 4559.521484
	Iteration 58Q: 3 clusters Score -1470880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1470882.375000 Penalty: 4559.521484
	Iteration 59Q: 3 clusters Score -1470882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1470886.375000 Penalty: 4559.521484
	Iteration 60F: 3 clusters Score -1470886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1470887.375000 Penalty: 4559.521484
	Iteration 61Q: 3 clusters Score -1470887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1470889.000000 Penalty: 4559.521484
	Iteration 62Q: 3 clusters Score -1470889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1470892.875000 Penalty: 4559.521484
	Iteration 63Q: 3 clusters Score -1470893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1470893.125000 Penalty: 4559.521484
	Iteration 64Q: 3 clusters Score -1470893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1470895.125000 Penalty: 4559.521484
	Iteration 65Q: 3 clusters Score -1470895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1470900.750000 Penalty: 4559.521484
	Iteration 66Q: 3 clusters Score -1470901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1470911.125000 Penalty: 4559.521484
	Iteration 67Q: 3 clusters Score -1470911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1470920.375000 Penalty: 4559.521484
	Iteration 68Q: 3 clusters Score -1470920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1470930.000000 Penalty: 4559.521484
	Iteration 69Q: 3 clusters Score -1470930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1470933.250000 Penalty: 4559.521484
	Iteration 70Q: 3 clusters Score -1470933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1470941.000000 Penalty: 4559.521484
	Iteration 71Q: 3 clusters Score -1470941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1470952.750000 Penalty: 4559.521484
	Iteration 72Q: 3 clusters Score -1470953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1470959.625000 Penalty: 4559.521484
	Iteration 73Q: 3 clusters Score -1470960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1470967.375000 Penalty: 4559.521484
	Iteration 74Q: 3 clusters Score -1470967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1470970.625000 Penalty: 4559.521484
	Iteration 75Q: 3 clusters Score -1470971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1470980.250000 Penalty: 4559.521484
	Iteration 76Q: 3 clusters Score -1470980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1470985.750000 Penalty: 4559.521484
	Iteration 77Q: 3 clusters Score -1470986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1470990.875000 Penalty: 4559.521484
	Iteration 78Q: 3 clusters Score -1470991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1470997.250000 Penalty: 4559.521484
	Iteration 79Q: 3 clusters Score -1470997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1470998.875000 Penalty: 4559.521484
	Iteration 80F: 3 clusters Score -1470999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1471007.250000 Penalty: 4559.521484
	Iteration 81Q: 3 clusters Score -1471007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1471006.250000 Penalty: 4559.521484
	Iteration 82Q: 3 clusters Score -1471006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1471007.000000 Penalty: 4559.521484
	Iteration 83Q: 3 clusters Score -1471007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1471004.625000 Penalty: 4559.521484
	Iteration 84Q: 3 clusters Score -1471005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1471008.750000 Penalty: 4559.521484
	Iteration 85Q: 3 clusters Score -1471009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1471011.750000 Penalty: 4559.521484
	Iteration 86Q: 3 clusters Score -1471012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1471011.625000 Penalty: 4559.521484
	Iteration 87Q: 3 clusters Score -1471012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1471013.875000 Penalty: 4559.521484
	Iteration 88Q: 3 clusters Score -1471014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1471013.125000 Penalty: 4559.521484
	Iteration 89Q: 3 clusters Score -1471013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1471020.250000 Penalty: 4559.521484
	Iteration 90Q: 3 clusters Score -1471020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1471021.375000 Penalty: 4559.521484
	Iteration 91Q: 3 clusters Score -1471021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1471024.125000 Penalty: 4559.521484
	Iteration 92Q: 3 clusters Score -1471024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1471025.625000 Penalty: 4559.521484
	Iteration 93Q: 3 clusters Score -1471026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1471031.375000 Penalty: 4559.521484
	Iteration 94Q: 3 clusters Score -1471031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1471028.625000 Penalty: 4559.521484
	Iteration 95Q: 3 clusters Score -1471029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1471031.875000 Penalty: 4559.521484
	Iteration 96Q: 3 clusters Score -1471032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1471033.500000 Penalty: 4559.521484
	Iteration 97Q: 3 clusters Score -1471034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1471035.500000 Penalty: 4559.521484
	Iteration 98Q: 3 clusters Score -1471036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1471035.125000 Penalty: 4559.521484
	Iteration 99Q: 3 clusters Score -1471035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1471034.000000 Penalty: 4559.521484
	Iteration 100F: 3 clusters Score -1471034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1471034.000000 Penalty: 4559.521484
	Iteration 101Q: 3 clusters Score -1471034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1471035.000000 Penalty: 4559.521484
	Iteration 102Q: 3 clusters Score -1471035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1471033.625000 Penalty: 4559.521484
	Iteration 103Q: 3 clusters Score -1471034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1471032.875000 Penalty: 4559.521484
	Iteration 104Q: 3 clusters Score -1471033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1471033.000000 Penalty: 4559.521484
	Iteration 105Q: 3 clusters Score -1471033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1471037.875000 Penalty: 4559.521484
	Iteration 106Q: 3 clusters Score -1471038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1471036.875000 Penalty: 4559.521484
	Iteration 107Q: 3 clusters Score -1471037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1471036.000000 Penalty: 4559.521484
	Iteration 108Q: 3 clusters Score -1471036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1471037.375000 Penalty: 4559.521484
	Iteration 109Q: 3 clusters Score -1471037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1471038.375000 Penalty: 4559.521484
	Iteration 110Q: 3 clusters Score -1471038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1471039.375000 Penalty: 4559.521484
	Iteration 111Q: 3 clusters Score -1471039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1471042.250000 Penalty: 4559.521484
	Iteration 112Q: 3 clusters Score -1471042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1471044.375000 Penalty: 4559.521484
	Iteration 113Q: 3 clusters Score -1471044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1471046.250000 Penalty: 4559.521484
	Iteration 114Q: 3 clusters Score -1471046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1471045.500000 Penalty: 4559.521484
	Iteration 115Q: 3 clusters Score -1471046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1471048.250000 Penalty: 4559.521484
	Iteration 116Q: 3 clusters Score -1471048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1471048.625000 Penalty: 4559.521484
	Iteration 117Q: 3 clusters Score -1471049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1471051.250000 Penalty: 4559.521484
	Iteration 118Q: 3 clusters Score -1471051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1471052.125000 Penalty: 4559.521484
	Iteration 119Q: 3 clusters Score -1471052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1471055.000000 Penalty: 4559.521484
	Iteration 120F: 3 clusters Score -1471055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1471057.500000 Penalty: 4559.521484
	Iteration 121Q: 3 clusters Score -1471058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1471055.500000 Penalty: 4559.521484
	Iteration 122Q: 3 clusters Score -1471056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1471057.750000 Penalty: 4559.521484
	Iteration 123Q: 3 clusters Score -1471058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1471061.375000 Penalty: 4559.521484
	Iteration 124Q: 3 clusters Score -1471061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1471064.000000 Penalty: 4559.521484
	Iteration 125Q: 3 clusters Score -1471064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1471066.625000 Penalty: 4559.521484
	Iteration 126Q: 3 clusters Score -1471067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1471068.750000 Penalty: 4559.521484
	Iteration 127Q: 3 clusters Score -1471069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1471069.625000 Penalty: 4559.521484
	Iteration 128Q: 3 clusters Score -1471070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1471069.500000 Penalty: 4559.521484
	Iteration 129Q: 3 clusters Score -1471070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1471069.500000 Penalty: 4559.521484
	Iteration 130F: 3 clusters Score -1471070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Entering Unmasked Estep 
Score: -105598.367188 Penalty: 1689.734253
	Iteration 0F: 2 clusters Score -105598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103888.601562 Penalty: 3379.468506
	Iteration 0F: 3 clusters Score -103888.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104587.476562 Penalty: 3379.468506
	Iteration 1F: 3 clusters Score -104587.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104811.796875 Penalty: 3379.468506
	Iteration 2F: 3 clusters Score -104811.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104876.851562 Penalty: 3379.468506
	Iteration 3Q: 3 clusters Score -104876.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -104902.445312 Penalty: 3379.468506
	Iteration 4Q: 3 clusters Score -104902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -104911.304688 Penalty: 3379.468506
	Iteration 5Q: 3 clusters Score -104911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104915.765625 Penalty: 3379.468506
	Iteration 6Q: 3 clusters Score -104915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104915.765625 Penalty: 3379.468506
	Iteration 7F: 3 clusters Score -104915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Entering Unmasked Estep 
Score: -1025313.625000 Penalty: 2221.462646
	Iteration 0F: 2 clusters Score -1025314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1019111.625000 Penalty: 4442.925293
	Iteration 0F: 3 clusters Score -1019112 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1021038.562500 Penalty: 4442.925293
	Iteration 1F: 3 clusters Score -1021039 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1021518.125000 Penalty: 4442.925293
	Iteration 2F: 3 clusters Score -1021518 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1021937.875000 Penalty: 4442.925293
	Iteration 3F: 3 clusters Score -1021938 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1022248.562500 Penalty: 4442.925293
	Iteration 4F: 3 clusters Score -1022249 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1022460.937500 Penalty: 4442.925293
	Iteration 5Q: 3 clusters Score -1022461 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1022635.187500 Penalty: 4442.925293
	Iteration 6Q: 3 clusters Score -1022635 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1022766.750000 Penalty: 4442.925293
	Iteration 7Q: 3 clusters Score -1022767 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1022872.125000 Penalty: 4442.925293
	Iteration 8Q: 3 clusters Score -1022872 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1022960.687500 Penalty: 4442.925293
	Iteration 9Q: 3 clusters Score -1022961 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1023030.812500 Penalty: 4442.925293
	Iteration 10Q: 3 clusters Score -1023031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1023099.000000 Penalty: 4442.925293
	Iteration 11Q: 3 clusters Score -1023099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1023169.312500 Penalty: 4442.925293
	Iteration 12Q: 3 clusters Score -1023169 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1023237.312500 Penalty: 4442.925293
	Iteration 13Q: 3 clusters Score -1023237 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1023290.125000 Penalty: 4442.925293
	Iteration 14Q: 3 clusters Score -1023290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1023331.125000 Penalty: 4442.925293
	Iteration 15Q: 3 clusters Score -1023331 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1023362.625000 Penalty: 4442.925293
	Iteration 16Q: 3 clusters Score -1023363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1023389.437500 Penalty: 4442.925293
	Iteration 17Q: 3 clusters Score -1023389 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1023409.562500 Penalty: 4442.925293
	Iteration 18Q: 3 clusters Score -1023410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1023435.437500 Penalty: 4442.925293
	Iteration 19Q: 3 clusters Score -1023435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1023455.312500 Penalty: 4442.925293
	Iteration 20F: 3 clusters Score -1023455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1023478.125000 Penalty: 4442.925293
	Iteration 21Q: 3 clusters Score -1023478 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1023501.937500 Penalty: 4442.925293
	Iteration 22Q: 3 clusters Score -1023502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1023518.250000 Penalty: 4442.925293
	Iteration 23Q: 3 clusters Score -1023518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1023535.500000 Penalty: 4442.925293
	Iteration 24Q: 3 clusters Score -1023536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1023549.375000 Penalty: 4442.925293
	Iteration 25Q: 3 clusters Score -1023549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1023562.000000 Penalty: 4442.925293
	Iteration 26Q: 3 clusters Score -1023562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1023573.250000 Penalty: 4442.925293
	Iteration 27Q: 3 clusters Score -1023573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1023581.562500 Penalty: 4442.925293
	Iteration 28Q: 3 clusters Score -1023582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1023589.062500 Penalty: 4442.925293
	Iteration 29Q: 3 clusters Score -1023589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1023595.187500 Penalty: 4442.925293
	Iteration 30Q: 3 clusters Score -1023595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1023600.187500 Penalty: 4442.925293
	Iteration 31Q: 3 clusters Score -1023600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1023607.500000 Penalty: 4442.925293
	Iteration 32Q: 3 clusters Score -1023608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1023614.687500 Penalty: 4442.925293
	Iteration 33Q: 3 clusters Score -1023615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1023625.312500 Penalty: 4442.925293
	Iteration 34Q: 3 clusters Score -1023625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1023638.375000 Penalty: 4442.925293
	Iteration 35Q: 3 clusters Score -1023638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1023649.187500 Penalty: 4442.925293
	Iteration 36Q: 3 clusters Score -1023649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1023656.187500 Penalty: 4442.925293
	Iteration 37Q: 3 clusters Score -1023656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1023663.437500 Penalty: 4442.925293
	Iteration 38Q: 3 clusters Score -1023663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1023665.375000 Penalty: 4442.925293
	Iteration 39Q: 3 clusters Score -1023665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1023670.250000 Penalty: 4442.925293
	Iteration 40F: 3 clusters Score -1023670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1023674.437500 Penalty: 4442.925293
	Iteration 41Q: 3 clusters Score -1023674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1023680.500000 Penalty: 4442.925293
	Iteration 42Q: 3 clusters Score -1023680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1023683.125000 Penalty: 4442.925293
	Iteration 43Q: 3 clusters Score -1023683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1023685.875000 Penalty: 4442.925293
	Iteration 44Q: 3 clusters Score -1023686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1023689.937500 Penalty: 4442.925293
	Iteration 45Q: 3 clusters Score -1023690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1023699.500000 Penalty: 4442.925293
	Iteration 46Q: 3 clusters Score -1023700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1023704.625000 Penalty: 4442.925293
	Iteration 47Q: 3 clusters Score -1023705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1023713.687500 Penalty: 4442.925293
	Iteration 48Q: 3 clusters Score -1023714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1023721.187500 Penalty: 4442.925293
	Iteration 49Q: 3 clusters Score -1023721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1023728.000000 Penalty: 4442.925293
	Iteration 50Q: 3 clusters Score -1023728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1023738.062500 Penalty: 4442.925293
	Iteration 51Q: 3 clusters Score -1023738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1023746.250000 Penalty: 4442.925293
	Iteration 52Q: 3 clusters Score -1023746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1023751.187500 Penalty: 4442.925293
	Iteration 53Q: 3 clusters Score -1023751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1023756.937500 Penalty: 4442.925293
	Iteration 54Q: 3 clusters Score -1023757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1023759.062500 Penalty: 4442.925293
	Iteration 55Q: 3 clusters Score -1023759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1023759.125000 Penalty: 4442.925293
	Iteration 56Q: 3 clusters Score -1023759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1023761.062500 Penalty: 4442.925293
	Iteration 57Q: 3 clusters Score -1023761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1023764.812500 Penalty: 4442.925293
	Iteration 58Q: 3 clusters Score -1023765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1023764.187500 Penalty: 4442.925293
	Iteration 59Q: 3 clusters Score -1023764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1023766.125000 Penalty: 4442.925293
	Iteration 60F: 3 clusters Score -1023766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1023769.062500 Penalty: 4442.925293
	Iteration 61Q: 3 clusters Score -1023769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1023771.437500 Penalty: 4442.925293
	Iteration 62Q: 3 clusters Score -1023771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1023777.812500 Penalty: 4442.925293
	Iteration 63Q: 3 clusters Score -1023778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1023779.812500 Penalty: 4442.925293
	Iteration 64Q: 3 clusters Score -1023780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1023781.562500 Penalty: 4442.925293
	Iteration 65Q: 3 clusters Score -1023782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1023784.062500 Penalty: 4442.925293
	Iteration 66Q: 3 clusters Score -1023784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1023787.812500 Penalty: 4442.925293
	Iteration 67Q: 3 clusters Score -1023788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1023792.562500 Penalty: 4442.925293
	Iteration 68Q: 3 clusters Score -1023793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1023794.750000 Penalty: 4442.925293
	Iteration 69Q: 3 clusters Score -1023795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1023795.375000 Penalty: 4442.925293
	Iteration 70Q: 3 clusters Score -1023795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1023795.687500 Penalty: 4442.925293
	Iteration 71Q: 3 clusters Score -1023796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1023799.500000 Penalty: 4442.925293
	Iteration 72Q: 3 clusters Score -1023800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1023800.500000 Penalty: 4442.925293
	Iteration 73Q: 3 clusters Score -1023800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1023802.000000 Penalty: 4442.925293
	Iteration 74Q: 3 clusters Score -1023802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1023804.812500 Penalty: 4442.925293
	Iteration 75Q: 3 clusters Score -1023805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1023811.187500 Penalty: 4442.925293
	Iteration 76Q: 3 clusters Score -1023811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1023812.250000 Penalty: 4442.925293
	Iteration 77Q: 3 clusters Score -1023812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1023816.250000 Penalty: 4442.925293
	Iteration 78Q: 3 clusters Score -1023816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1023817.562500 Penalty: 4442.925293
	Iteration 79Q: 3 clusters Score -1023818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1023820.125000 Penalty: 4442.925293
	Iteration 80F: 3 clusters Score -1023820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1023822.187500 Penalty: 4442.925293
	Iteration 81Q: 3 clusters Score -1023822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1023824.000000 Penalty: 4442.925293
	Iteration 82Q: 3 clusters Score -1023824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1023829.187500 Penalty: 4442.925293
	Iteration 83Q: 3 clusters Score -1023829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1023830.937500 Penalty: 4442.925293
	Iteration 84Q: 3 clusters Score -1023831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1023833.500000 Penalty: 4442.925293
	Iteration 85Q: 3 clusters Score -1023834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1023836.000000 Penalty: 4442.925293
	Iteration 86Q: 3 clusters Score -1023836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1023839.375000 Penalty: 4442.925293
	Iteration 87Q: 3 clusters Score -1023839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1023845.937500 Penalty: 4442.925293
	Iteration 88Q: 3 clusters Score -1023846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1023852.812500 Penalty: 4442.925293
	Iteration 89Q: 3 clusters Score -1023853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1023858.812500 Penalty: 4442.925293
	Iteration 90Q: 3 clusters Score -1023859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1023866.562500 Penalty: 4442.925293
	Iteration 91Q: 3 clusters Score -1023867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1023873.250000 Penalty: 4442.925293
	Iteration 92Q: 3 clusters Score -1023873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1023882.062500 Penalty: 4442.925293
	Iteration 93Q: 3 clusters Score -1023882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1023892.250000 Penalty: 4442.925293
	Iteration 94Q: 3 clusters Score -1023892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1023904.125000 Penalty: 4442.925293
	Iteration 95Q: 3 clusters Score -1023904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1023910.937500 Penalty: 4442.925293
	Iteration 96Q: 3 clusters Score -1023911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1023922.000000 Penalty: 4442.925293
	Iteration 97Q: 3 clusters Score -1023922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1023932.375000 Penalty: 4442.925293
	Iteration 98Q: 3 clusters Score -1023932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1023945.250000 Penalty: 4442.925293
	Iteration 99Q: 3 clusters Score -1023945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1023954.250000 Penalty: 4442.925293
	Iteration 100F: 3 clusters Score -1023954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1023964.562500 Penalty: 4442.925293
	Iteration 101Q: 3 clusters Score -1023965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1023974.312500 Penalty: 4442.925293
	Iteration 102Q: 3 clusters Score -1023974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1023981.062500 Penalty: 4442.925293
	Iteration 103Q: 3 clusters Score -1023981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1023989.250000 Penalty: 4442.925293
	Iteration 104Q: 3 clusters Score -1023989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1023995.375000 Penalty: 4442.925293
	Iteration 105Q: 3 clusters Score -1023995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1024004.375000 Penalty: 4442.925293
	Iteration 106Q: 3 clusters Score -1024004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1024010.062500 Penalty: 4442.925293
	Iteration 107Q: 3 clusters Score -1024010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1024012.500000 Penalty: 4442.925293
	Iteration 108Q: 3 clusters Score -1024012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1024012.687500 Penalty: 4442.925293
	Iteration 109Q: 3 clusters Score -1024013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1024013.125000 Penalty: 4442.925293
	Iteration 110Q: 3 clusters Score -1024013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1024015.937500 Penalty: 4442.925293
	Iteration 111Q: 3 clusters Score -1024016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1024016.812500 Penalty: 4442.925293
	Iteration 112Q: 3 clusters Score -1024017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1024016.250000 Penalty: 4442.925293
	Iteration 113Q: 3 clusters Score -1024016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1024016.250000 Penalty: 4442.925293
	Iteration 114F: 3 clusters Score -1024016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86663.875000 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86663.88 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86881.546875 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86881.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -86954.187500 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -86954.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86977.601562 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -86977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -86995.140625 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -86995.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87004.093750 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87004.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87008.835938 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87008.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87014.031250 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -87014.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87016.046875 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -87016.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87018.687500 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -87018.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87023.070312 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -87023.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87024.148438 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -87024.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87024.148438 Penalty: 3207.207764
	Iteration 12F: 3 clusters Score -87024.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Entering Unmasked Estep 
Score: -1342123.750000 Penalty: 2278.799561
	Iteration 0F: 2 clusters Score -1342124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1334611.875000 Penalty: 4557.599121
	Iteration 0F: 3 clusters Score -1334612 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1337472.000000 Penalty: 4557.599121
	Iteration 1F: 3 clusters Score -1337472 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1338359.375000 Penalty: 4557.599121
	Iteration 2F: 3 clusters Score -1338359 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1339092.625000 Penalty: 4557.599121
	Iteration 3F: 3 clusters Score -1339093 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1339680.875000 Penalty: 4557.599121
	Iteration 4F: 3 clusters Score -1339681 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1340116.625000 Penalty: 4557.599121
	Iteration 5F: 3 clusters Score -1340117 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1340439.625000 Penalty: 4557.599121
	Iteration 6Q: 3 clusters Score -1340440 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1340664.625000 Penalty: 4557.599121
	Iteration 7Q: 3 clusters Score -1340665 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1340830.625000 Penalty: 4557.599121
	Iteration 8Q: 3 clusters Score -1340831 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1340962.625000 Penalty: 4557.599121
	Iteration 9Q: 3 clusters Score -1340963 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1341060.375000 Penalty: 4557.599121
	Iteration 10Q: 3 clusters Score -1341060 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1341146.875000 Penalty: 4557.599121
	Iteration 11Q: 3 clusters Score -1341147 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1341228.375000 Penalty: 4557.599121
	Iteration 12Q: 3 clusters Score -1341228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1341307.750000 Penalty: 4557.599121
	Iteration 13Q: 3 clusters Score -1341308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1341365.500000 Penalty: 4557.599121
	Iteration 14Q: 3 clusters Score -1341366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1341411.125000 Penalty: 4557.599121
	Iteration 15Q: 3 clusters Score -1341411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1341435.375000 Penalty: 4557.599121
	Iteration 16Q: 3 clusters Score -1341435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1341460.625000 Penalty: 4557.599121
	Iteration 17Q: 3 clusters Score -1341461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1341480.875000 Penalty: 4557.599121
	Iteration 18Q: 3 clusters Score -1341481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1341486.750000 Penalty: 4557.599121
	Iteration 19Q: 3 clusters Score -1341487 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1341499.500000 Penalty: 4557.599121
	Iteration 20F: 3 clusters Score -1341500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1341505.125000 Penalty: 4557.599121
	Iteration 21Q: 3 clusters Score -1341505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1341521.250000 Penalty: 4557.599121
	Iteration 22Q: 3 clusters Score -1341521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1341532.125000 Penalty: 4557.599121
	Iteration 23Q: 3 clusters Score -1341532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1341541.500000 Penalty: 4557.599121
	Iteration 24Q: 3 clusters Score -1341542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1341543.875000 Penalty: 4557.599121
	Iteration 25Q: 3 clusters Score -1341544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1341549.625000 Penalty: 4557.599121
	Iteration 26Q: 3 clusters Score -1341550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1341550.125000 Penalty: 4557.599121
	Iteration 27Q: 3 clusters Score -1341550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1341550.375000 Penalty: 4557.599121
	Iteration 28Q: 3 clusters Score -1341550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1341554.250000 Penalty: 4557.599121
	Iteration 29Q: 3 clusters Score -1341554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1341557.000000 Penalty: 4557.599121
	Iteration 30Q: 3 clusters Score -1341557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1341561.500000 Penalty: 4557.599121
	Iteration 31Q: 3 clusters Score -1341562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1341559.375000 Penalty: 4557.599121
	Iteration 32Q: 3 clusters Score -1341559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1341560.375000 Penalty: 4557.599121
	Iteration 33Q: 3 clusters Score -1341560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1341561.500000 Penalty: 4557.599121
	Iteration 34Q: 3 clusters Score -1341562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1341561.000000 Penalty: 4557.599121
	Iteration 35Q: 3 clusters Score -1341561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1341564.250000 Penalty: 4557.599121
	Iteration 36Q: 3 clusters Score -1341564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1341564.500000 Penalty: 4557.599121
	Iteration 37Q: 3 clusters Score -1341564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1341562.625000 Penalty: 4557.599121
	Iteration 38Q: 3 clusters Score -1341563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1341567.000000 Penalty: 4557.599121
	Iteration 39Q: 3 clusters Score -1341567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1341566.125000 Penalty: 4557.599121
	Iteration 40F: 3 clusters Score -1341566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1341567.625000 Penalty: 4557.599121
	Iteration 41Q: 3 clusters Score -1341568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1341567.875000 Penalty: 4557.599121
	Iteration 42Q: 3 clusters Score -1341568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1341569.250000 Penalty: 4557.599121
	Iteration 43Q: 3 clusters Score -1341569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1341567.625000 Penalty: 4557.599121
	Iteration 44Q: 3 clusters Score -1341568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1341570.625000 Penalty: 4557.599121
	Iteration 45Q: 3 clusters Score -1341571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1341574.250000 Penalty: 4557.599121
	Iteration 46Q: 3 clusters Score -1341574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1341573.250000 Penalty: 4557.599121
	Iteration 47Q: 3 clusters Score -1341573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1341578.625000 Penalty: 4557.599121
	Iteration 48Q: 3 clusters Score -1341579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1341582.125000 Penalty: 4557.599121
	Iteration 49Q: 3 clusters Score -1341582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1341581.375000 Penalty: 4557.599121
	Iteration 50Q: 3 clusters Score -1341581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1341584.875000 Penalty: 4557.599121
	Iteration 51Q: 3 clusters Score -1341585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1341588.375000 Penalty: 4557.599121
	Iteration 52Q: 3 clusters Score -1341588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1341592.500000 Penalty: 4557.599121
	Iteration 53Q: 3 clusters Score -1341592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1341592.625000 Penalty: 4557.599121
	Iteration 54Q: 3 clusters Score -1341593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1341594.125000 Penalty: 4557.599121
	Iteration 55Q: 3 clusters Score -1341594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1341595.375000 Penalty: 4557.599121
	Iteration 56Q: 3 clusters Score -1341595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1341595.750000 Penalty: 4557.599121
	Iteration 57Q: 3 clusters Score -1341596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1341595.750000 Penalty: 4557.599121
	Iteration 58F: 3 clusters Score -1341596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -167893.968750 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -167894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165885.859375 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -165885.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -166274.000000 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -166274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -166417.359375 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -166417.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166537.109375 Penalty: 3517.091309
	Iteration 3Q: 3 clusters Score -166537.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -166651.171875 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -166651.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166749.140625 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -166749.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166836.468750 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -166836.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166920.390625 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -166920.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166975.593750 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -166975.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167023.171875 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -167023.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -167078.187500 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -167078.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -167107.890625 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -167107.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -167131.187500 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -167131.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -167149.468750 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -167149.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -167158.437500 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -167158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -167161.921875 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -167161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -167162.859375 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -167162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -167162.859375 Penalty: 3517.091309
	Iteration 17F: 3 clusters Score -167162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Entering Unmasked Estep 
Score: -5512673.500000 Penalty: 2607.104736
	Iteration 0F: 2 clusters Score -5512674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5487666.500000 Penalty: 5214.209473
	Iteration 0F: 3 clusters Score -5487666 nChanged 16775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5496958.500000 Penalty: 5214.209473
	Iteration 1F: 3 clusters Score -5496958 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5497466.000000 Penalty: 5214.209473
	Iteration 2Q: 3 clusters Score -5497466 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5497954.500000 Penalty: 5214.209473
	Iteration 3Q: 3 clusters Score -5497954 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5498473.000000 Penalty: 5214.209473
	Iteration 4Q: 3 clusters Score -5498473 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -5499033.000000 Penalty: 5214.209473
	Iteration 5Q: 3 clusters Score -5499033 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -5499651.000000 Penalty: 5214.209473
	Iteration 6Q: 3 clusters Score -5499651 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -5500296.500000 Penalty: 5214.209473
	Iteration 7Q: 3 clusters Score -5500296 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -5500958.000000 Penalty: 5214.209473
	Iteration 8Q: 3 clusters Score -5500958 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5501631.000000 Penalty: 5214.209473
	Iteration 9Q: 3 clusters Score -5501631 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5502248.000000 Penalty: 5214.209473
	Iteration 10Q: 3 clusters Score -5502248 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -5502831.000000 Penalty: 5214.209473
	Iteration 11Q: 3 clusters Score -5502831 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5503276.000000 Penalty: 5214.209473
	Iteration 12Q: 3 clusters Score -5503276 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -5503725.000000 Penalty: 5214.209473
	Iteration 13Q: 3 clusters Score -5503725 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5504167.000000 Penalty: 5214.209473
	Iteration 14Q: 3 clusters Score -5504167 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -5504585.500000 Penalty: 5214.209473
	Iteration 15Q: 3 clusters Score -5504586 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5505039.500000 Penalty: 5214.209473
	Iteration 16Q: 3 clusters Score -5505040 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -5505635.000000 Penalty: 5214.209473
	Iteration 17Q: 3 clusters Score -5505635 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5506159.000000 Penalty: 5214.209473
	Iteration 18Q: 3 clusters Score -5506159 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -5506761.500000 Penalty: 5214.209473
	Iteration 19Q: 3 clusters Score -5506762 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5507424.000000 Penalty: 5214.209473
	Iteration 20F: 3 clusters Score -5507424 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5508012.000000 Penalty: 5214.209473
	Iteration 21Q: 3 clusters Score -5508012 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -5508529.000000 Penalty: 5214.209473
	Iteration 22Q: 3 clusters Score -5508529 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -5508975.000000 Penalty: 5214.209473
	Iteration 23Q: 3 clusters Score -5508975 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -5509303.500000 Penalty: 5214.209473
	Iteration 24Q: 3 clusters Score -5509304 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -5509518.500000 Penalty: 5214.209473
	Iteration 25Q: 3 clusters Score -5509518 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -5509732.500000 Penalty: 5214.209473
	Iteration 26Q: 3 clusters Score -5509732 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5509893.500000 Penalty: 5214.209473
	Iteration 27Q: 3 clusters Score -5509894 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5510019.000000 Penalty: 5214.209473
	Iteration 28Q: 3 clusters Score -5510019 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -5510104.000000 Penalty: 5214.209473
	Iteration 29Q: 3 clusters Score -5510104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -5510169.500000 Penalty: 5214.209473
	Iteration 30Q: 3 clusters Score -5510170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -5510228.000000 Penalty: 5214.209473
	Iteration 31Q: 3 clusters Score -5510228 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -5510291.000000 Penalty: 5214.209473
	Iteration 32Q: 3 clusters Score -5510291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -5510331.000000 Penalty: 5214.209473
	Iteration 33Q: 3 clusters Score -5510331 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -5510371.000000 Penalty: 5214.209473
	Iteration 34Q: 3 clusters Score -5510371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5510401.000000 Penalty: 5214.209473
	Iteration 35Q: 3 clusters Score -5510401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -5510432.000000 Penalty: 5214.209473
	Iteration 36Q: 3 clusters Score -5510432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -5510449.000000 Penalty: 5214.209473
	Iteration 37Q: 3 clusters Score -5510449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -5510465.500000 Penalty: 5214.209473
	Iteration 38Q: 3 clusters Score -5510466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -5510466.000000 Penalty: 5214.209473
	Iteration 39Q: 3 clusters Score -5510466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -5510474.500000 Penalty: 5214.209473
	Iteration 40F: 3 clusters Score -5510474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -5510499.000000 Penalty: 5214.209473
	Iteration 41Q: 3 clusters Score -5510499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5510502.500000 Penalty: 5214.209473
	Iteration 42Q: 3 clusters Score -5510502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5510514.500000 Penalty: 5214.209473
	Iteration 43Q: 3 clusters Score -5510514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -5510529.000000 Penalty: 5214.209473
	Iteration 44Q: 3 clusters Score -5510529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -5510532.000000 Penalty: 5214.209473
	Iteration 45Q: 3 clusters Score -5510532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -5510547.000000 Penalty: 5214.209473
	Iteration 46Q: 3 clusters Score -5510547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -5510553.500000 Penalty: 5214.209473
	Iteration 47Q: 3 clusters Score -5510554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5510560.000000 Penalty: 5214.209473
	Iteration 48Q: 3 clusters Score -5510560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -5510560.000000 Penalty: 5214.209473
	Iteration 49Q: 3 clusters Score -5510560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5510561.500000 Penalty: 5214.209473
	Iteration 50Q: 3 clusters Score -5510562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -5510565.500000 Penalty: 5214.209473
	Iteration 51Q: 3 clusters Score -5510566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -5510567.000000 Penalty: 5214.209473
	Iteration 52Q: 3 clusters Score -5510567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5510572.000000 Penalty: 5214.209473
	Iteration 53Q: 3 clusters Score -5510572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -5510576.000000 Penalty: 5214.209473
	Iteration 54Q: 3 clusters Score -5510576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -5510581.000000 Penalty: 5214.209473
	Iteration 55Q: 3 clusters Score -5510581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -5510581.500000 Penalty: 5214.209473
	Iteration 56Q: 3 clusters Score -5510582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5510581.500000 Penalty: 5214.209473
	Iteration 57Q: 3 clusters Score -5510582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5510581.500000 Penalty: 5214.209473
	Iteration 58F: 3 clusters Score -5510582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111189.304688 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111189.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -111565.960938 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111566 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111743.132812 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111743.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -111850.093750 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111850.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111920.109375 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111920.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111958.007812 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111971.203125 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111994.765625 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -111994.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112020.867188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112041.156250 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112055.320312 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112055.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112071.539062 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112071.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112088.890625 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112099.960938 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112107.585938 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112115.593750 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112119.390625 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112119.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112119.390625 Penalty: 3333.229248
	Iteration 17F: 3 clusters Score -112119.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Entering Unmasked Estep 
Score: -1366851.625000 Penalty: 2263.701172
	Iteration 0F: 2 clusters Score -1366852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1359660.750000 Penalty: 4527.402344
	Iteration 0F: 3 clusters Score -1359661 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1361672.375000 Penalty: 4527.402344
	Iteration 1F: 3 clusters Score -1361672 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1361933.750000 Penalty: 4527.402344
	Iteration 2F: 3 clusters Score -1361934 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1362112.000000 Penalty: 4527.402344
	Iteration 3Q: 3 clusters Score -1362112 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1362246.750000 Penalty: 4527.402344
	Iteration 4Q: 3 clusters Score -1362247 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1362344.125000 Penalty: 4527.402344
	Iteration 5Q: 3 clusters Score -1362344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1362410.500000 Penalty: 4527.402344
	Iteration 6Q: 3 clusters Score -1362410 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1362471.250000 Penalty: 4527.402344
	Iteration 7Q: 3 clusters Score -1362471 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1362509.875000 Penalty: 4527.402344
	Iteration 8Q: 3 clusters Score -1362510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1362550.875000 Penalty: 4527.402344
	Iteration 9Q: 3 clusters Score -1362551 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1362587.375000 Penalty: 4527.402344
	Iteration 10Q: 3 clusters Score -1362587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1362626.625000 Penalty: 4527.402344
	Iteration 11Q: 3 clusters Score -1362627 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1362669.875000 Penalty: 4527.402344
	Iteration 12Q: 3 clusters Score -1362670 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1362721.625000 Penalty: 4527.402344
	Iteration 13Q: 3 clusters Score -1362722 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1362774.375000 Penalty: 4527.402344
	Iteration 14Q: 3 clusters Score -1362774 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1362821.000000 Penalty: 4527.402344
	Iteration 15Q: 3 clusters Score -1362821 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1362858.000000 Penalty: 4527.402344
	Iteration 16Q: 3 clusters Score -1362858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1362908.875000 Penalty: 4527.402344
	Iteration 17Q: 3 clusters Score -1362909 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1362972.750000 Penalty: 4527.402344
	Iteration 18Q: 3 clusters Score -1362973 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1363048.500000 Penalty: 4527.402344
	Iteration 19Q: 3 clusters Score -1363048 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1363117.750000 Penalty: 4527.402344
	Iteration 20F: 3 clusters Score -1363118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1363211.625000 Penalty: 4527.402344
	Iteration 21Q: 3 clusters Score -1363212 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1363326.250000 Penalty: 4527.402344
	Iteration 22Q: 3 clusters Score -1363326 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1363450.375000 Penalty: 4527.402344
	Iteration 23Q: 3 clusters Score -1363450 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1363591.250000 Penalty: 4527.402344
	Iteration 24Q: 3 clusters Score -1363591 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1363737.000000 Penalty: 4527.402344
	Iteration 25Q: 3 clusters Score -1363737 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1363896.000000 Penalty: 4527.402344
	Iteration 26Q: 3 clusters Score -1363896 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1364037.375000 Penalty: 4527.402344
	Iteration 27Q: 3 clusters Score -1364037 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1364182.875000 Penalty: 4527.402344
	Iteration 28Q: 3 clusters Score -1364183 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1364308.250000 Penalty: 4527.402344
	Iteration 29Q: 3 clusters Score -1364308 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1364406.750000 Penalty: 4527.402344
	Iteration 30Q: 3 clusters Score -1364407 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1364496.375000 Penalty: 4527.402344
	Iteration 31Q: 3 clusters Score -1364496 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1364573.250000 Penalty: 4527.402344
	Iteration 32Q: 3 clusters Score -1364573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1364629.875000 Penalty: 4527.402344
	Iteration 33Q: 3 clusters Score -1364630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1364680.000000 Penalty: 4527.402344
	Iteration 34Q: 3 clusters Score -1364680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1364720.875000 Penalty: 4527.402344
	Iteration 35Q: 3 clusters Score -1364721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1364753.375000 Penalty: 4527.402344
	Iteration 36Q: 3 clusters Score -1364753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1364785.250000 Penalty: 4527.402344
	Iteration 37Q: 3 clusters Score -1364785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1364817.000000 Penalty: 4527.402344
	Iteration 38Q: 3 clusters Score -1364817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1364833.625000 Penalty: 4527.402344
	Iteration 39Q: 3 clusters Score -1364834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1364845.500000 Penalty: 4527.402344
	Iteration 40F: 3 clusters Score -1364846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1364852.500000 Penalty: 4527.402344
	Iteration 41Q: 3 clusters Score -1364852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1364863.125000 Penalty: 4527.402344
	Iteration 42Q: 3 clusters Score -1364863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1364869.125000 Penalty: 4527.402344
	Iteration 43Q: 3 clusters Score -1364869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1364870.375000 Penalty: 4527.402344
	Iteration 44Q: 3 clusters Score -1364870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1364876.250000 Penalty: 4527.402344
	Iteration 45Q: 3 clusters Score -1364876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1364878.125000 Penalty: 4527.402344
	Iteration 46Q: 3 clusters Score -1364878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1364880.250000 Penalty: 4527.402344
	Iteration 47Q: 3 clusters Score -1364880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1364882.250000 Penalty: 4527.402344
	Iteration 48Q: 3 clusters Score -1364882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1364883.250000 Penalty: 4527.402344
	Iteration 49Q: 3 clusters Score -1364883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1364888.000000 Penalty: 4527.402344
	Iteration 50Q: 3 clusters Score -1364888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1364889.875000 Penalty: 4527.402344
	Iteration 51Q: 3 clusters Score -1364890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1364890.250000 Penalty: 4527.402344
	Iteration 52Q: 3 clusters Score -1364890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1364891.000000 Penalty: 4527.402344
	Iteration 53Q: 3 clusters Score -1364891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1364891.000000 Penalty: 4527.402344
	Iteration 54F: 3 clusters Score -1364891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 101913 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70633 members 
Mstep: Class 5 contains 61091 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11836 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 13426 members 
Mstep: Class 10 contains 21717 members 
Mstep: Class 11 contains 4208 members 
Mstep: Class 12 contains 96069 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 16386 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79619 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20442 members 
Mstep: Class 22 contains 11932 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30182 members 
Mstep: Class 27 contains 3203 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11278 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12941 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7766 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36773 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061912.000000 Penalty: 158475.468750
Iteration 319Q: 48 clusters Score -1.150619e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 101901 members 
Mstep: Class 3 contains 7670 members 
Mstep: Class 4 contains 70570 members 
Mstep: Class 5 contains 61095 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13425 members 
Mstep: Class 10 contains 21721 members 
Mstep: Class 11 contains 4209 members 
Mstep: Class 12 contains 96050 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16371 members 
Mstep: Class 16 contains 963 members 
Mstep: Class 17 contains 9114 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79622 members 
Mstep: Class 20 contains 11983 members 
Mstep: Class 21 contains 20536 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30181 members 
Mstep: Class 27 contains 3199 members 
Mstep: Class 28 contains 30894 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11956 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11282 members 
Mstep: Class 34 contains 18286 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12943 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9824 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7769 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9784 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36779 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061944.000000 Penalty: 158475.468750
Iteration 320F: 48 clusters Score -1.150619e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 101905 members 
Mstep: Class 3 contains 7671 members 
Mstep: Class 4 contains 70507 members 
Mstep: Class 5 contains 61106 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11833 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 13422 members 
Mstep: Class 10 contains 21726 members 
Mstep: Class 11 contains 4211 members 
Mstep: Class 12 contains 96025 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16344 members 
Mstep: Class 16 contains 964 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 10295 members 
Mstep: Class 19 contains 79623 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 20634 members 
Mstep: Class 22 contains 11926 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30180 members 
Mstep: Class 27 contains 3193 members 
Mstep: Class 28 contains 30893 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11955 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11285 members 
Mstep: Class 34 contains 18286 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12946 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9823 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 7770 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9784 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36781 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061968.000000 Penalty: 158475.468750
Iteration 321Q: 48 clusters Score -1.15062e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 101902 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70421 members 
Mstep: Class 5 contains 61117 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 13421 members 
Mstep: Class 10 contains 21731 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 95998 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 16316 members 
Mstep: Class 16 contains 966 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79620 members 
Mstep: Class 20 contains 11985 members 
Mstep: Class 21 contains 20742 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 1731 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30179 members 
Mstep: Class 27 contains 3195 members 
Mstep: Class 28 contains 30895 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11954 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11286 members 
Mstep: Class 34 contains 18285 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12948 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9825 members 
Mstep: Class 40 contains 911 members 
Mstep: Class 41 contains 7775 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9788 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36786 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062264.000000 Penalty: 158475.468750
Iteration 322Q: 48 clusters Score -1.150623e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 101890 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70332 members 
Mstep: Class 5 contains 61126 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11833 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 13418 members 
Mstep: Class 10 contains 21741 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 95973 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11986 members 
Mstep: Class 21 contains 20853 members 
Mstep: Class 22 contains 11920 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30178 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 30898 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11954 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11297 members 
Mstep: Class 34 contains 18291 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12952 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9825 members 
Mstep: Class 40 contains 910 members 
Mstep: Class 41 contains 7777 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9789 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36788 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062232.000000 Penalty: 158475.468750
Iteration 323Q: 48 clusters Score -1.150622e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 101882 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70251 members 
Mstep: Class 5 contains 61133 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11833 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 13417 members 
Mstep: Class 10 contains 21748 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 95958 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 16268 members 
Mstep: Class 16 contains 975 members 
Mstep: Class 17 contains 9116 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 20964 members 
Mstep: Class 22 contains 11922 members 
Mstep: Class 23 contains 1729 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30176 members 
Mstep: Class 27 contains 3194 members 
Mstep: Class 28 contains 30904 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11952 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11305 members 
Mstep: Class 34 contains 18302 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12953 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9827 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7772 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9781 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36791 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062376.000000 Penalty: 158475.468750
Iteration 324Q: 48 clusters Score -1.150624e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101877 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70169 members 
Mstep: Class 5 contains 61138 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11832 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 13411 members 
Mstep: Class 10 contains 21754 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 95947 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14407 members 
Mstep: Class 15 contains 16245 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 21070 members 
Mstep: Class 22 contains 11921 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10805 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30177 members 
Mstep: Class 27 contains 3190 members 
Mstep: Class 28 contains 30910 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11949 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11319 members 
Mstep: Class 34 contains 18309 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12954 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9827 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7772 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9774 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36795 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062328.000000 Penalty: 158475.468750
Iteration 325Q: 48 clusters Score -1.150623e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101864 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70099 members 
Mstep: Class 5 contains 61147 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11831 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 13406 members 
Mstep: Class 10 contains 21754 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 95931 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 16225 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 9119 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79617 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 21181 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10806 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30174 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 30913 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11944 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11329 members 
Mstep: Class 34 contains 18323 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12958 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9828 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7768 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9766 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36799 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062288.000000 Penalty: 158475.468750
Iteration 326Q: 48 clusters Score -1.150623e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101862 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 70032 members 
Mstep: Class 5 contains 61151 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11828 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 13401 members 
Mstep: Class 10 contains 21754 members 
Mstep: Class 11 contains 4213 members 
Mstep: Class 12 contains 95909 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16192 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 9121 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79621 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 21290 members 
Mstep: Class 22 contains 11918 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10808 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30174 members 
Mstep: Class 27 contains 3189 members 
Mstep: Class 28 contains 30916 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11333 members 
Mstep: Class 34 contains 18331 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12959 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9829 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7763 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36803 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062328.000000 Penalty: 158475.468750
Iteration 327Q: 48 clusters Score -1.150623e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101843 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 69957 members 
Mstep: Class 5 contains 61155 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11827 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 13398 members 
Mstep: Class 10 contains 21753 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 95890 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14406 members 
Mstep: Class 15 contains 16165 members 
Mstep: Class 16 contains 977 members 
Mstep: Class 17 contains 9120 members 
Mstep: Class 18 contains 10291 members 
Mstep: Class 19 contains 79624 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 21414 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30173 members 
Mstep: Class 27 contains 3187 members 
Mstep: Class 28 contains 30917 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11937 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11351 members 
Mstep: Class 34 contains 18335 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12959 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9829 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 7760 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9764 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36806 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062544.000000 Penalty: 158475.468750
Iteration 328Q: 48 clusters Score -1.150625e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101818 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69887 members 
Mstep: Class 5 contains 61155 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11827 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13388 members 
Mstep: Class 10 contains 21756 members 
Mstep: Class 11 contains 4215 members 
Mstep: Class 12 contains 95867 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 16132 members 
Mstep: Class 16 contains 978 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 79630 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 21527 members 
Mstep: Class 22 contains 11911 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30175 members 
Mstep: Class 27 contains 3185 members 
Mstep: Class 28 contains 30922 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11932 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11361 members 
Mstep: Class 34 contains 18333 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12964 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9829 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7763 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9770 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36817 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062704.000000 Penalty: 158475.468750
Iteration 329Q: 48 clusters Score -1.150627e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101780 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69829 members 
Mstep: Class 5 contains 61158 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11822 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 10 contains 21764 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 95849 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9118 members 
Mstep: Class 18 contains 10293 members 
Mstep: Class 19 contains 79633 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 21641 members 
Mstep: Class 22 contains 11906 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30171 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30925 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11928 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11367 members 
Mstep: Class 34 contains 18332 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12969 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9829 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7765 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36828 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062672.000000 Penalty: 158475.468750
Iteration 330Q: 48 clusters Score -1.150627e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101761 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 69772 members 
Mstep: Class 5 contains 61170 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11819 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13377 members 
Mstep: Class 10 contains 21769 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 95832 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 16099 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9119 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 79636 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 21717 members 
Mstep: Class 22 contains 11904 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30170 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 30924 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11928 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11375 members 
Mstep: Class 34 contains 18333 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12973 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9831 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7770 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9766 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36835 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062584.000000 Penalty: 158475.468750
Iteration 331Q: 48 clusters Score -1.150626e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101750 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 69737 members 
Mstep: Class 5 contains 61169 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11817 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13373 members 
Mstep: Class 10 contains 21773 members 
Mstep: Class 11 contains 4220 members 
Mstep: Class 12 contains 95816 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 16095 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9120 members 
Mstep: Class 18 contains 10290 members 
Mstep: Class 19 contains 79637 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 21792 members 
Mstep: Class 22 contains 11900 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30164 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30924 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11928 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11380 members 
Mstep: Class 34 contains 18334 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12971 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9831 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7772 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9764 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36840 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062632.000000 Penalty: 158475.468750
Iteration 332Q: 48 clusters Score -1.150626e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101735 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 69697 members 
Mstep: Class 5 contains 61170 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13367 members 
Mstep: Class 10 contains 21778 members 
Mstep: Class 11 contains 4222 members 
Mstep: Class 12 contains 95800 members 
Mstep: Class 13 contains 5741 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16083 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 18 contains 10287 members 
Mstep: Class 19 contains 79638 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 21861 members 
Mstep: Class 22 contains 11898 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30162 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 30921 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11928 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11391 members 
Mstep: Class 34 contains 18332 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12972 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9831 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7778 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9761 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36843 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062496.000000 Penalty: 158475.468750
Iteration 333Q: 48 clusters Score -1.150625e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101735 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69642 members 
Mstep: Class 5 contains 61166 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11811 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 21779 members 
Mstep: Class 11 contains 4223 members 
Mstep: Class 12 contains 95789 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16082 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 10282 members 
Mstep: Class 19 contains 79644 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 21915 members 
Mstep: Class 22 contains 11896 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30157 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30921 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11928 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 18333 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12978 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9832 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7784 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36846 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062480.000000 Penalty: 158475.468750
Iteration 334Q: 48 clusters Score -1.150625e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101737 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 69574 members 
Mstep: Class 5 contains 61168 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11808 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13361 members 
Mstep: Class 10 contains 21780 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 95775 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14402 members 
Mstep: Class 15 contains 16068 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79651 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 21983 members 
Mstep: Class 22 contains 11896 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30155 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30922 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11927 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 18336 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12987 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7790 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9762 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36849 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062600.000000 Penalty: 158475.468750
Iteration 335Q: 48 clusters Score -1.150626e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101728 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69519 members 
Mstep: Class 5 contains 61174 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11807 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 21781 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 95757 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14401 members 
Mstep: Class 15 contains 16056 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79654 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22050 members 
Mstep: Class 22 contains 11898 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10814 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30153 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30920 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11924 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2969 members 
Mstep: Class 33 contains 11397 members 
Mstep: Class 34 contains 18339 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12991 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7793 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9763 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36852 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062384.000000 Penalty: 158475.468750
Iteration 336Q: 48 clusters Score -1.150624e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 101707 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69478 members 
Mstep: Class 5 contains 61179 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11802 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 21783 members 
Mstep: Class 11 contains 4228 members 
Mstep: Class 12 contains 95747 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14402 members 
Mstep: Class 15 contains 16053 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 79658 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22097 members 
Mstep: Class 22 contains 11899 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30149 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30923 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11919 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11399 members 
Mstep: Class 34 contains 18345 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 12997 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7794 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9764 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36856 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062560.000000 Penalty: 158475.468750
Iteration 337Q: 48 clusters Score -1.150626e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 101692 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69444 members 
Mstep: Class 5 contains 61180 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11799 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 21782 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 95737 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 16046 members 
Mstep: Class 16 contains 979 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79659 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22150 members 
Mstep: Class 22 contains 11896 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30148 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30930 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11915 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11399 members 
Mstep: Class 34 contains 18351 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13001 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9832 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7798 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9765 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36856 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062480.000000 Penalty: 158475.468750
Iteration 338Q: 48 clusters Score -1.150625e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 101677 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69408 members 
Mstep: Class 5 contains 61179 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11792 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 21784 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 95722 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14405 members 
Mstep: Class 15 contains 16039 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 10275 members 
Mstep: Class 19 contains 79664 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22201 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30147 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30935 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11911 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11406 members 
Mstep: Class 34 contains 18352 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13006 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7798 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9767 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36860 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062512.000000 Penalty: 158475.468750
Iteration 339Q: 48 clusters Score -1.150625e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101659 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 69371 members 
Mstep: Class 5 contains 61175 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11791 members 
Mstep: Class 8 contains 3063 members 
Mstep: Class 9 contains 13358 members 
Mstep: Class 10 contains 21786 members 
Mstep: Class 11 contains 4229 members 
Mstep: Class 12 contains 95712 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14404 members 
Mstep: Class 15 contains 16027 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 10276 members 
Mstep: Class 19 contains 79667 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22255 members 
Mstep: Class 22 contains 11893 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30143 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30941 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11910 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11410 members 
Mstep: Class 34 contains 18356 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13010 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7799 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36863 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062648.000000 Penalty: 158475.468750
Iteration 340F: 48 clusters Score -1.150626e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101662 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69332 members 
Mstep: Class 5 contains 61176 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 21788 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 95697 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 16018 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 10279 members 
Mstep: Class 19 contains 79667 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22289 members 
Mstep: Class 22 contains 11892 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30138 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30945 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11908 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11413 members 
Mstep: Class 34 contains 18358 members 
Mstep: Class 35 contains 1546 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13014 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7800 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9770 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36865 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062688.000000 Penalty: 158475.468750
Iteration 341Q: 48 clusters Score -1.150627e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101661 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69297 members 
Mstep: Class 5 contains 61176 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 13361 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 95687 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79670 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22323 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30138 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30949 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11904 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11416 members 
Mstep: Class 34 contains 18361 members 
Mstep: Class 35 contains 1545 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13012 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7800 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9770 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36870 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062768.000000 Penalty: 158475.468750
Iteration 342Q: 48 clusters Score -1.150628e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101659 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69257 members 
Mstep: Class 5 contains 61175 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 95679 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 16003 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 10278 members 
Mstep: Class 19 contains 79673 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22359 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30136 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30950 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11903 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11421 members 
Mstep: Class 34 contains 18368 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13015 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7800 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9772 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36870 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062880.000000 Penalty: 158475.468750
Iteration 343Q: 48 clusters Score -1.150629e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101661 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 69203 members 
Mstep: Class 5 contains 61180 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 13362 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 95672 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15998 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 10277 members 
Mstep: Class 19 contains 79678 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22392 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30131 members 
Mstep: Class 27 contains 3177 members 
Mstep: Class 28 contains 30955 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11902 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11424 members 
Mstep: Class 34 contains 18376 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13017 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7799 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9773 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36871 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 158475.468750
Iteration 344Q: 48 clusters Score -1.150629e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 101655 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 69177 members 
Mstep: Class 5 contains 61184 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 13362 members 
Mstep: Class 10 contains 21791 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 95661 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15989 members 
Mstep: Class 16 contains 980 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 10274 members 
Mstep: Class 19 contains 79671 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 22436 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10822 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30129 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30959 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11902 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11424 members 
Mstep: Class 34 contains 18375 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13020 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7798 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9771 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36872 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062912.000000 Penalty: 158475.468750
Iteration 345Q: 48 clusters Score -1.150629e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 101656 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 69141 members 
Mstep: Class 5 contains 61189 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 13361 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4248 members 
Mstep: Class 12 contains 95656 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 15982 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10271 members 
Mstep: Class 19 contains 79675 members 
Mstep: Class 20 contains 11982 members 
Mstep: Class 21 contains 22467 members 
Mstep: Class 22 contains 11892 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30127 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30961 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11427 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13020 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7799 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9774 members 
Mstep: Class 44 contains 1201 members 
Mstep: Class 45 contains 36874 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062816.000000 Penalty: 158475.468750
Iteration 346Q: 48 clusters Score -1.150628e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 101647 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69098 members 
Mstep: Class 5 contains 61196 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13360 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 95655 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79678 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22507 members 
Mstep: Class 22 contains 11895 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30127 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 30965 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11429 members 
Mstep: Class 34 contains 18374 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13020 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7801 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9780 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36875 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062776.000000 Penalty: 158475.468750
Iteration 347Q: 48 clusters Score -1.150628e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 7672 members 
Mstep: Class 4 contains 69067 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 21791 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 95654 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14422 members 
Mstep: Class 15 contains 15956 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 79679 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22545 members 
Mstep: Class 22 contains 11896 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30126 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30971 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11436 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13019 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7800 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9781 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36878 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 158475.468750
Iteration 348Q: 48 clusters Score -1.150629e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 101643 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69033 members 
Mstep: Class 5 contains 61193 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13355 members 
Mstep: Class 10 contains 21791 members 
Mstep: Class 11 contains 4252 members 
Mstep: Class 12 contains 95654 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15948 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 79678 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22582 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30123 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 30977 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11435 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13023 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7798 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9783 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36880 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062896.000000 Penalty: 158475.468750
Iteration 349Q: 48 clusters Score -1.150629e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 101641 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 69010 members 
Mstep: Class 5 contains 61192 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13353 members 
Mstep: Class 10 contains 21791 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95650 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 79681 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22609 members 
Mstep: Class 22 contains 11895 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30122 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30977 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11433 members 
Mstep: Class 34 contains 18374 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7799 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9784 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36881 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 350Q: 48 clusters Score -1.15063e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 101629 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 68989 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13348 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95650 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 15943 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79681 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22633 members 
Mstep: Class 22 contains 11895 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30122 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30979 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 11432 members 
Mstep: Class 34 contains 18373 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7802 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36881 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 158475.468750
Iteration 351Q: 48 clusters Score -1.150629e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 101628 members 
Mstep: Class 3 contains 7674 members 
Mstep: Class 4 contains 68968 members 
Mstep: Class 5 contains 61193 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13346 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95641 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14418 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 79681 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22661 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30122 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30980 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2971 members 
Mstep: Class 33 contains 11434 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9788 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36882 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062960.000000 Penalty: 158475.468750
Iteration 352Q: 48 clusters Score -1.15063e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 101628 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68938 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13344 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 95636 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14418 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9142 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79683 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22689 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30122 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 30979 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2973 members 
Mstep: Class 33 contains 11436 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9792 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36880 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062888.000000 Penalty: 158475.468750
Iteration 353Q: 48 clusters Score -1.150629e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 101628 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68919 members 
Mstep: Class 5 contains 61199 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13344 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4257 members 
Mstep: Class 12 contains 95629 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15937 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9145 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 79687 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22704 members 
Mstep: Class 22 contains 11893 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 30982 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2975 members 
Mstep: Class 33 contains 11439 members 
Mstep: Class 34 contains 18372 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36879 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062936.000000 Penalty: 158475.468750
Iteration 354Q: 48 clusters Score -1.150629e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 101622 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68898 members 
Mstep: Class 5 contains 61202 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95625 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9146 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79689 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22722 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11440 members 
Mstep: Class 34 contains 18375 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9786 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36880 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062912.000000 Penalty: 158475.468750
Iteration 355Q: 48 clusters Score -1.150629e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 101619 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68891 members 
Mstep: Class 5 contains 61202 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21797 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 95620 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14424 members 
Mstep: Class 15 contains 15932 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79690 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 22740 members 
Mstep: Class 22 contains 11893 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30120 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30991 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11439 members 
Mstep: Class 34 contains 18376 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9783 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36880 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062920.000000 Penalty: 158475.468750
Iteration 356Q: 48 clusters Score -1.150629e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101615 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68873 members 
Mstep: Class 5 contains 61199 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13341 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95618 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79692 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22763 members 
Mstep: Class 22 contains 11892 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10822 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30990 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11441 members 
Mstep: Class 34 contains 18376 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9833 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9784 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36882 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062792.000000 Penalty: 158475.468750
Iteration 357Q: 48 clusters Score -1.150628e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 101612 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68850 members 
Mstep: Class 5 contains 61201 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21802 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95615 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10269 members 
Mstep: Class 19 contains 79691 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22782 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 30990 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11444 members 
Mstep: Class 34 contains 18378 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9788 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36885 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062760.000000 Penalty: 158475.468750
Iteration 358Q: 48 clusters Score -1.150628e+08 nChanged 48
Entering ConstructFrom: 
Score: -115062760.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Entering Unmasked Estep 
Score: -1176082.000000 Penalty: 2237.386230
	Iteration 0F: 2 clusters Score -1176082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1169401.250000 Penalty: 4474.772461
	Iteration 0F: 3 clusters Score -1169401 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1171264.750000 Penalty: 4474.772461
	Iteration 1F: 3 clusters Score -1171265 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1171629.625000 Penalty: 4474.772461
	Iteration 2F: 3 clusters Score -1171630 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1171891.750000 Penalty: 4474.772461
	Iteration 3F: 3 clusters Score -1171892 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1172072.500000 Penalty: 4474.772461
	Iteration 4Q: 3 clusters Score -1172072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1172211.125000 Penalty: 4474.772461
	Iteration 5Q: 3 clusters Score -1172211 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1172370.500000 Penalty: 4474.772461
	Iteration 6Q: 3 clusters Score -1172370 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1172528.500000 Penalty: 4474.772461
	Iteration 7Q: 3 clusters Score -1172528 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1172686.500000 Penalty: 4474.772461
	Iteration 8Q: 3 clusters Score -1172686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1172855.625000 Penalty: 4474.772461
	Iteration 9Q: 3 clusters Score -1172856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1173057.750000 Penalty: 4474.772461
	Iteration 10Q: 3 clusters Score -1173058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1173260.375000 Penalty: 4474.772461
	Iteration 11Q: 3 clusters Score -1173260 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1173462.750000 Penalty: 4474.772461
	Iteration 12Q: 3 clusters Score -1173463 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1173649.125000 Penalty: 4474.772461
	Iteration 13Q: 3 clusters Score -1173649 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1173862.750000 Penalty: 4474.772461
	Iteration 14Q: 3 clusters Score -1173863 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1174157.375000 Penalty: 4474.772461
	Iteration 15Q: 3 clusters Score -1174157 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1174480.125000 Penalty: 4474.772461
	Iteration 16Q: 3 clusters Score -1174480 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1174846.125000 Penalty: 4474.772461
	Iteration 17Q: 3 clusters Score -1174846 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1175237.250000 Penalty: 4474.772461
	Iteration 18Q: 3 clusters Score -1175237 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1175495.750000 Penalty: 4474.772461
	Iteration 19Q: 3 clusters Score -1175496 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1175613.625000 Penalty: 4474.772461
	Iteration 20F: 3 clusters Score -1175614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1175678.000000 Penalty: 4474.772461
	Iteration 21Q: 3 clusters Score -1175678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1175722.625000 Penalty: 4474.772461
	Iteration 22Q: 3 clusters Score -1175723 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1175754.625000 Penalty: 4474.772461
	Iteration 23Q: 3 clusters Score -1175755 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1175775.875000 Penalty: 4474.772461
	Iteration 24Q: 3 clusters Score -1175776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1175798.125000 Penalty: 4474.772461
	Iteration 25Q: 3 clusters Score -1175798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1175821.625000 Penalty: 4474.772461
	Iteration 26Q: 3 clusters Score -1175822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1175849.500000 Penalty: 4474.772461
	Iteration 27Q: 3 clusters Score -1175850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1175865.250000 Penalty: 4474.772461
	Iteration 28Q: 3 clusters Score -1175865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1175871.875000 Penalty: 4474.772461
	Iteration 29Q: 3 clusters Score -1175872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1175878.750000 Penalty: 4474.772461
	Iteration 30Q: 3 clusters Score -1175879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1175883.625000 Penalty: 4474.772461
	Iteration 31Q: 3 clusters Score -1175884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1175891.625000 Penalty: 4474.772461
	Iteration 32Q: 3 clusters Score -1175892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1175896.625000 Penalty: 4474.772461
	Iteration 33Q: 3 clusters Score -1175897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1175903.250000 Penalty: 4474.772461
	Iteration 34Q: 3 clusters Score -1175903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1175911.125000 Penalty: 4474.772461
	Iteration 35Q: 3 clusters Score -1175911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1175917.625000 Penalty: 4474.772461
	Iteration 36Q: 3 clusters Score -1175918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1175925.500000 Penalty: 4474.772461
	Iteration 37Q: 3 clusters Score -1175926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1175928.125000 Penalty: 4474.772461
	Iteration 38Q: 3 clusters Score -1175928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1175931.625000 Penalty: 4474.772461
	Iteration 39Q: 3 clusters Score -1175932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1175934.125000 Penalty: 4474.772461
	Iteration 40F: 3 clusters Score -1175934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1175932.125000 Penalty: 4474.772461
	Iteration 41Q: 3 clusters Score -1175932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1175933.500000 Penalty: 4474.772461
	Iteration 42Q: 3 clusters Score -1175934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1175939.000000 Penalty: 4474.772461
	Iteration 43Q: 3 clusters Score -1175939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1175944.000000 Penalty: 4474.772461
	Iteration 44Q: 3 clusters Score -1175944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1175943.250000 Penalty: 4474.772461
	Iteration 45Q: 3 clusters Score -1175943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1175946.375000 Penalty: 4474.772461
	Iteration 46Q: 3 clusters Score -1175946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1175946.875000 Penalty: 4474.772461
	Iteration 47Q: 3 clusters Score -1175947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1175949.000000 Penalty: 4474.772461
	Iteration 48Q: 3 clusters Score -1175949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1175949.625000 Penalty: 4474.772461
	Iteration 49Q: 3 clusters Score -1175950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1175949.625000 Penalty: 4474.772461
	Iteration 50F: 3 clusters Score -1175950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Entering Unmasked Estep 
Score: -15040309.000000 Penalty: 2859.173828
	Iteration 0F: 2 clusters Score -1.504031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -14972773.000000 Penalty: 5718.347656
	Iteration 0F: 3 clusters Score -1.497277e+07 nChanged 48116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -15001007.000000 Penalty: 5718.347656
	Iteration 1F: 3 clusters Score -1.500101e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -15002601.000000 Penalty: 5718.347656
	Iteration 2Q: 3 clusters Score -1.50026e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -15004354.000000 Penalty: 5718.347656
	Iteration 3Q: 3 clusters Score -1.500435e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -15006346.000000 Penalty: 5718.347656
	Iteration 4Q: 3 clusters Score -1.500635e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52613 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -15008689.000000 Penalty: 5718.347656
	Iteration 5F: 3 clusters Score -1.500869e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -15011272.000000 Penalty: 5718.347656
	Iteration 6F: 3 clusters Score -1.501127e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -15014264.000000 Penalty: 5718.347656
	Iteration 7F: 3 clusters Score -1.501426e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -15017865.000000 Penalty: 5718.347656
	Iteration 8F: 3 clusters Score -1.501786e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60449 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -15021556.000000 Penalty: 5718.347656
	Iteration 9F: 3 clusters Score -1.502156e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -15024752.000000 Penalty: 5718.347656
	Iteration 10Q: 3 clusters Score -1.502475e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -15026970.000000 Penalty: 5718.347656
	Iteration 11Q: 3 clusters Score -1.502697e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -15028076.000000 Penalty: 5718.347656
	Iteration 12Q: 3 clusters Score -1.502808e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -15028831.000000 Penalty: 5718.347656
	Iteration 13Q: 3 clusters Score -1.502883e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -15029432.000000 Penalty: 5718.347656
	Iteration 14Q: 3 clusters Score -1.502943e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -15029925.000000 Penalty: 5718.347656
	Iteration 15Q: 3 clusters Score -1.502992e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -15030481.000000 Penalty: 5718.347656
	Iteration 16Q: 3 clusters Score -1.503048e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -15030783.000000 Penalty: 5718.347656
	Iteration 17Q: 3 clusters Score -1.503078e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -15031230.000000 Penalty: 5718.347656
	Iteration 18Q: 3 clusters Score -1.503123e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -15031527.000000 Penalty: 5718.347656
	Iteration 19Q: 3 clusters Score -1.503153e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -15031789.000000 Penalty: 5718.347656
	Iteration 20F: 3 clusters Score -1.503179e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -15031935.000000 Penalty: 5718.347656
	Iteration 21Q: 3 clusters Score -1.503194e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -15032106.000000 Penalty: 5718.347656
	Iteration 22Q: 3 clusters Score -1.503211e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -15032289.000000 Penalty: 5718.347656
	Iteration 23Q: 3 clusters Score -1.503229e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -15032397.000000 Penalty: 5718.347656
	Iteration 24Q: 3 clusters Score -1.50324e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -15032566.000000 Penalty: 5718.347656
	Iteration 25Q: 3 clusters Score -1.503257e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -15032857.000000 Penalty: 5718.347656
	Iteration 26Q: 3 clusters Score -1.503286e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -15033099.000000 Penalty: 5718.347656
	Iteration 27Q: 3 clusters Score -1.50331e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82307 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -15033184.000000 Penalty: 5718.347656
	Iteration 28Q: 3 clusters Score -1.503318e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83163 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -15033384.000000 Penalty: 5718.347656
	Iteration 29Q: 3 clusters Score -1.503338e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -15033496.000000 Penalty: 5718.347656
	Iteration 30Q: 3 clusters Score -1.50335e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84939 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -15033676.000000 Penalty: 5718.347656
	Iteration 31Q: 3 clusters Score -1.503368e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -15033915.000000 Penalty: 5718.347656
	Iteration 32Q: 3 clusters Score -1.503392e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86754 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -15034103.000000 Penalty: 5718.347656
	Iteration 33Q: 3 clusters Score -1.50341e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -15034405.000000 Penalty: 5718.347656
	Iteration 34Q: 3 clusters Score -1.50344e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -15034660.000000 Penalty: 5718.347656
	Iteration 35Q: 3 clusters Score -1.503466e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -15034895.000000 Penalty: 5718.347656
	Iteration 36Q: 3 clusters Score -1.50349e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -15035201.000000 Penalty: 5718.347656
	Iteration 37Q: 3 clusters Score -1.50352e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -15035503.000000 Penalty: 5718.347656
	Iteration 38Q: 3 clusters Score -1.50355e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92218 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -15035862.000000 Penalty: 5718.347656
	Iteration 39Q: 3 clusters Score -1.503586e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93137 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -15036401.000000 Penalty: 5718.347656
	Iteration 40F: 3 clusters Score -1.50364e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -15036854.000000 Penalty: 5718.347656
	Iteration 41Q: 3 clusters Score -1.503685e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -15037313.000000 Penalty: 5718.347656
	Iteration 42Q: 3 clusters Score -1.503731e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95282 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -15037693.000000 Penalty: 5718.347656
	Iteration 43Q: 3 clusters Score -1.503769e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95804 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -15038018.000000 Penalty: 5718.347656
	Iteration 44Q: 3 clusters Score -1.503802e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -15038230.000000 Penalty: 5718.347656
	Iteration 45Q: 3 clusters Score -1.503823e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96493 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -15038409.000000 Penalty: 5718.347656
	Iteration 46Q: 3 clusters Score -1.503841e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -15038501.000000 Penalty: 5718.347656
	Iteration 47Q: 3 clusters Score -1.50385e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -15038625.000000 Penalty: 5718.347656
	Iteration 48Q: 3 clusters Score -1.503862e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97160 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -15038794.000000 Penalty: 5718.347656
	Iteration 49Q: 3 clusters Score -1.503879e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97329 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -15038893.000000 Penalty: 5718.347656
	Iteration 50Q: 3 clusters Score -1.503889e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -15039013.000000 Penalty: 5718.347656
	Iteration 51Q: 3 clusters Score -1.503901e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97641 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -15039133.000000 Penalty: 5718.347656
	Iteration 52Q: 3 clusters Score -1.503913e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -15039278.000000 Penalty: 5718.347656
	Iteration 53Q: 3 clusters Score -1.503928e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -15039379.000000 Penalty: 5718.347656
	Iteration 54Q: 3 clusters Score -1.503938e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -15039360.000000 Penalty: 5718.347656
	Iteration 55Q: 3 clusters Score -1.503936e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -15039398.000000 Penalty: 5718.347656
	Iteration 56Q: 3 clusters Score -1.50394e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -15039416.000000 Penalty: 5718.347656
	Iteration 57Q: 3 clusters Score -1.503942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15039433.000000 Penalty: 5718.347656
	Iteration 58Q: 3 clusters Score -1.503943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98007 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -15039441.000000 Penalty: 5718.347656
	Iteration 59Q: 3 clusters Score -1.503944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -15039437.000000 Penalty: 5718.347656
	Iteration 60F: 3 clusters Score -1.503944e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98043 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -15039444.000000 Penalty: 5718.347656
	Iteration 61Q: 3 clusters Score -1.503944e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -15039439.000000 Penalty: 5718.347656
	Iteration 62Q: 3 clusters Score -1.503944e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98061 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -15039473.000000 Penalty: 5718.347656
	Iteration 63Q: 3 clusters Score -1.503947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98069 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -15039466.000000 Penalty: 5718.347656
	Iteration 64Q: 3 clusters Score -1.503947e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98077 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -15039460.000000 Penalty: 5718.347656
	Iteration 65Q: 3 clusters Score -1.503946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98083 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -15039472.000000 Penalty: 5718.347656
	Iteration 66Q: 3 clusters Score -1.503947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -15039468.000000 Penalty: 5718.347656
	Iteration 67Q: 3 clusters Score -1.503947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98093 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -15039482.000000 Penalty: 5718.347656
	Iteration 68Q: 3 clusters Score -1.503948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -15039472.000000 Penalty: 5718.347656
	Iteration 69Q: 3 clusters Score -1.503947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98101 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -15039483.000000 Penalty: 5718.347656
	Iteration 70Q: 3 clusters Score -1.503948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98103 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -15039495.000000 Penalty: 5718.347656
	Iteration 71Q: 3 clusters Score -1.50395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98105 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -15039497.000000 Penalty: 5718.347656
	Iteration 72Q: 3 clusters Score -1.50395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -15039495.000000 Penalty: 5718.347656
	Iteration 73Q: 3 clusters Score -1.50395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98111 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -15039497.000000 Penalty: 5718.347656
	Iteration 74Q: 3 clusters Score -1.50395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -15039492.000000 Penalty: 5718.347656
	Iteration 75Q: 3 clusters Score -1.503949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -15039492.000000 Penalty: 5718.347656
	Iteration 76F: 3 clusters Score -1.503949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Entering Unmasked Estep 
Score: -1103561.375000 Penalty: 2218.539551
	Iteration 0F: 2 clusters Score -1103561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1097433.500000 Penalty: 4437.079102
	Iteration 0F: 3 clusters Score -1097434 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1099379.375000 Penalty: 4437.079102
	Iteration 1F: 3 clusters Score -1099379 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1100006.750000 Penalty: 4437.079102
	Iteration 2F: 3 clusters Score -1100007 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1100735.750000 Penalty: 4437.079102
	Iteration 3F: 3 clusters Score -1100736 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1101687.000000 Penalty: 4437.079102
	Iteration 4F: 3 clusters Score -1101687 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1102688.875000 Penalty: 4437.079102
	Iteration 5F: 3 clusters Score -1102689 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1103362.750000 Penalty: 4437.079102
	Iteration 6F: 3 clusters Score -1103363 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1103673.625000 Penalty: 4437.079102
	Iteration 7Q: 3 clusters Score -1103674 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1103793.750000 Penalty: 4437.079102
	Iteration 8Q: 3 clusters Score -1103794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1103828.250000 Penalty: 4437.079102
	Iteration 9Q: 3 clusters Score -1103828 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1103845.250000 Penalty: 4437.079102
	Iteration 10Q: 3 clusters Score -1103845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1103852.875000 Penalty: 4437.079102
	Iteration 11Q: 3 clusters Score -1103853 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1103857.875000 Penalty: 4437.079102
	Iteration 12Q: 3 clusters Score -1103858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1103860.625000 Penalty: 4437.079102
	Iteration 13Q: 3 clusters Score -1103861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1103860.625000 Penalty: 4437.079102
	Iteration 14Q: 3 clusters Score -1103861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1103861.375000 Penalty: 4437.079102
	Iteration 15Q: 3 clusters Score -1103861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1103865.125000 Penalty: 4437.079102
	Iteration 16Q: 3 clusters Score -1103865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1103863.500000 Penalty: 4437.079102
	Iteration 17Q: 3 clusters Score -1103864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1103866.250000 Penalty: 4437.079102
	Iteration 18Q: 3 clusters Score -1103866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1103868.375000 Penalty: 4437.079102
	Iteration 19Q: 3 clusters Score -1103868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1103868.375000 Penalty: 4437.079102
	Iteration 20F: 3 clusters Score -1103868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 68828 members 
Mstep: Class 5 contains 61200 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95613 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79692 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22799 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30989 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11448 members 
Mstep: Class 34 contains 18385 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36886 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9214 members 
Mstep: Class 48 contains 4688 members 
Entering Unmasked Estep 
Score: -115061416.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115062760.000000 to -115061416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (68828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Entering Unmasked Estep 
Score: -9677130.000000 Penalty: 2762.562744
	Iteration 0F: 2 clusters Score -9677130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9631011.000000 Penalty: 5525.125488
	Iteration 0F: 3 clusters Score -9631011 nChanged 32467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -9651039.000000 Penalty: 5525.125488
	Iteration 1F: 3 clusters Score -9651039 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -9653548.000000 Penalty: 5525.125488
	Iteration 2F: 3 clusters Score -9653548 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -9656206.000000 Penalty: 5525.125488
	Iteration 3F: 3 clusters Score -9656206 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -9659232.000000 Penalty: 5525.125488
	Iteration 4F: 3 clusters Score -9659232 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -9661833.000000 Penalty: 5525.125488
	Iteration 5F: 3 clusters Score -9661833 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -9664212.000000 Penalty: 5525.125488
	Iteration 6F: 3 clusters Score -9664212 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -9666555.000000 Penalty: 5525.125488
	Iteration 7F: 3 clusters Score -9666555 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -9668650.000000 Penalty: 5525.125488
	Iteration 8Q: 3 clusters Score -9668650 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -9670681.000000 Penalty: 5525.125488
	Iteration 9Q: 3 clusters Score -9670681 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -9672391.000000 Penalty: 5525.125488
	Iteration 10Q: 3 clusters Score -9672391 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -9673629.000000 Penalty: 5525.125488
	Iteration 11Q: 3 clusters Score -9673629 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -9674478.000000 Penalty: 5525.125488
	Iteration 12Q: 3 clusters Score -9674478 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -9675132.000000 Penalty: 5525.125488
	Iteration 13Q: 3 clusters Score -9675132 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -9675495.000000 Penalty: 5525.125488
	Iteration 14Q: 3 clusters Score -9675495 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 65517 members 
Entering Unmasked Estep 
Score: -9675730.000000 Penalty: 5525.125488
	Iteration 15Q: 3 clusters Score -9675730 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -9675868.000000 Penalty: 5525.125488
	Iteration 16Q: 3 clusters Score -9675868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -9675984.000000 Penalty: 5525.125488
	Iteration 17Q: 3 clusters Score -9675984 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -9676048.000000 Penalty: 5525.125488
	Iteration 18Q: 3 clusters Score -9676048 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -9676098.000000 Penalty: 5525.125488
	Iteration 19Q: 3 clusters Score -9676098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -9676156.000000 Penalty: 5525.125488
	Iteration 20F: 3 clusters Score -9676156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -9676172.000000 Penalty: 5525.125488
	Iteration 21Q: 3 clusters Score -9676172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -9676186.000000 Penalty: 5525.125488
	Iteration 22Q: 3 clusters Score -9676186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 66770 members 
Entering Unmasked Estep 
Score: -9676193.000000 Penalty: 5525.125488
	Iteration 23Q: 3 clusters Score -9676193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -9676202.000000 Penalty: 5525.125488
	Iteration 24Q: 3 clusters Score -9676202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -9676207.000000 Penalty: 5525.125488
	Iteration 25Q: 3 clusters Score -9676207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9676203.000000 Penalty: 5525.125488
	Iteration 26Q: 3 clusters Score -9676203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -9676211.000000 Penalty: 5525.125488
	Iteration 27Q: 3 clusters Score -9676211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -9676226.000000 Penalty: 5525.125488
	Iteration 28Q: 3 clusters Score -9676226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -9676216.000000 Penalty: 5525.125488
	Iteration 29Q: 3 clusters Score -9676216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -9676224.000000 Penalty: 5525.125488
	Iteration 30Q: 3 clusters Score -9676224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -9676215.000000 Penalty: 5525.125488
	Iteration 31Q: 3 clusters Score -9676215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9676230.000000 Penalty: 5525.125488
	Iteration 32Q: 3 clusters Score -9676230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -9676239.000000 Penalty: 5525.125488
	Iteration 33Q: 3 clusters Score -9676239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -9676239.000000 Penalty: 5525.125488
	Iteration 34Q: 3 clusters Score -9676239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -9676242.000000 Penalty: 5525.125488
	Iteration 35Q: 3 clusters Score -9676242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -9676237.000000 Penalty: 5525.125488
	Iteration 36Q: 3 clusters Score -9676237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -9676238.000000 Penalty: 5525.125488
	Iteration 37Q: 3 clusters Score -9676238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -9676233.000000 Penalty: 5525.125488
	Iteration 38Q: 3 clusters Score -9676233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -9676236.000000 Penalty: 5525.125488
	Iteration 39Q: 3 clusters Score -9676236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -9676241.000000 Penalty: 5525.125488
	Iteration 40F: 3 clusters Score -9676241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -9676240.000000 Penalty: 5525.125488
	Iteration 41Q: 3 clusters Score -9676240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -9676244.000000 Penalty: 5525.125488
	Iteration 42Q: 3 clusters Score -9676244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 67033 members 
Entering Unmasked Estep 
Score: -9676247.000000 Penalty: 5525.125488
	Iteration 43Q: 3 clusters Score -9676247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 67035 members 
Entering Unmasked Estep 
Score: -9676240.000000 Penalty: 5525.125488
	Iteration 44Q: 3 clusters Score -9676240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -9676238.000000 Penalty: 5525.125488
	Iteration 45Q: 3 clusters Score -9676238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -9676237.000000 Penalty: 5525.125488
	Iteration 46Q: 3 clusters Score -9676237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -9676249.000000 Penalty: 5525.125488
	Iteration 47Q: 3 clusters Score -9676249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 67046 members 
Entering Unmasked Estep 
Score: -9676237.000000 Penalty: 5525.125488
	Iteration 48Q: 3 clusters Score -9676237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -9676237.000000 Penalty: 5525.125488
	Iteration 49Q: 3 clusters Score -9676237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -9676239.000000 Penalty: 5525.125488
	Iteration 50Q: 3 clusters Score -9676239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -9676241.000000 Penalty: 5525.125488
	Iteration 51Q: 3 clusters Score -9676241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -9676241.000000 Penalty: 5525.125488
	Iteration 52F: 3 clusters Score -9676241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Entering Unmasked Estep 
Score: -9181944.000000 Penalty: 2733.431641
	Iteration 0F: 2 clusters Score -9181944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -9140871.000000 Penalty: 5466.863281
	Iteration 0F: 3 clusters Score -9140871 nChanged 28421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -9156934.000000 Penalty: 5466.863281
	Iteration 1F: 3 clusters Score -9156934 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -9157779.000000 Penalty: 5466.863281
	Iteration 2Q: 3 clusters Score -9157779 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -9159072.000000 Penalty: 5466.863281
	Iteration 3Q: 3 clusters Score -9159072 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -9161167.000000 Penalty: 5466.863281
	Iteration 4F: 3 clusters Score -9161167 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -9163881.000000 Penalty: 5466.863281
	Iteration 5F: 3 clusters Score -9163881 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -9166998.000000 Penalty: 5466.863281
	Iteration 6F: 3 clusters Score -9166998 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -9170175.000000 Penalty: 5466.863281
	Iteration 7F: 3 clusters Score -9170175 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -9172771.000000 Penalty: 5466.863281
	Iteration 8F: 3 clusters Score -9172771 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -9174263.000000 Penalty: 5466.863281
	Iteration 9Q: 3 clusters Score -9174263 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -9174842.000000 Penalty: 5466.863281
	Iteration 10Q: 3 clusters Score -9174842 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -9175111.000000 Penalty: 5466.863281
	Iteration 11Q: 3 clusters Score -9175111 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9175383.000000 Penalty: 5466.863281
	Iteration 12Q: 3 clusters Score -9175383 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -9175540.000000 Penalty: 5466.863281
	Iteration 13Q: 3 clusters Score -9175540 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -9175752.000000 Penalty: 5466.863281
	Iteration 14Q: 3 clusters Score -9175752 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9175796.000000 Penalty: 5466.863281
	Iteration 15Q: 3 clusters Score -9175796 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -9175914.000000 Penalty: 5466.863281
	Iteration 16Q: 3 clusters Score -9175914 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9176007.000000 Penalty: 5466.863281
	Iteration 17Q: 3 clusters Score -9176007 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -9176136.000000 Penalty: 5466.863281
	Iteration 18Q: 3 clusters Score -9176136 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -9176192.000000 Penalty: 5466.863281
	Iteration 19Q: 3 clusters Score -9176192 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -9176268.000000 Penalty: 5466.863281
	Iteration 20F: 3 clusters Score -9176268 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9176346.000000 Penalty: 5466.863281
	Iteration 21Q: 3 clusters Score -9176346 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -9176376.000000 Penalty: 5466.863281
	Iteration 22Q: 3 clusters Score -9176376 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -9176459.000000 Penalty: 5466.863281
	Iteration 23Q: 3 clusters Score -9176459 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9176531.000000 Penalty: 5466.863281
	Iteration 24Q: 3 clusters Score -9176531 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -9176571.000000 Penalty: 5466.863281
	Iteration 25Q: 3 clusters Score -9176571 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -9176667.000000 Penalty: 5466.863281
	Iteration 26Q: 3 clusters Score -9176667 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -9176726.000000 Penalty: 5466.863281
	Iteration 27Q: 3 clusters Score -9176726 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -9176798.000000 Penalty: 5466.863281
	Iteration 28Q: 3 clusters Score -9176798 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -9176895.000000 Penalty: 5466.863281
	Iteration 29Q: 3 clusters Score -9176895 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -9176935.000000 Penalty: 5466.863281
	Iteration 30Q: 3 clusters Score -9176935 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -9176942.000000 Penalty: 5466.863281
	Iteration 31Q: 3 clusters Score -9176942 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -9177017.000000 Penalty: 5466.863281
	Iteration 32Q: 3 clusters Score -9177017 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -9177082.000000 Penalty: 5466.863281
	Iteration 33Q: 3 clusters Score -9177082 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -9177116.000000 Penalty: 5466.863281
	Iteration 34Q: 3 clusters Score -9177116 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -9177151.000000 Penalty: 5466.863281
	Iteration 35Q: 3 clusters Score -9177151 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -9177173.000000 Penalty: 5466.863281
	Iteration 36Q: 3 clusters Score -9177173 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9177190.000000 Penalty: 5466.863281
	Iteration 37Q: 3 clusters Score -9177190 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -9177193.000000 Penalty: 5466.863281
	Iteration 38Q: 3 clusters Score -9177193 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -9177225.000000 Penalty: 5466.863281
	Iteration 39Q: 3 clusters Score -9177225 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -9177264.000000 Penalty: 5466.863281
	Iteration 40F: 3 clusters Score -9177264 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -9177291.000000 Penalty: 5466.863281
	Iteration 41Q: 3 clusters Score -9177291 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -9177355.000000 Penalty: 5466.863281
	Iteration 42Q: 3 clusters Score -9177355 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -9177418.000000 Penalty: 5466.863281
	Iteration 43Q: 3 clusters Score -9177418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9177411.000000 Penalty: 5466.863281
	Iteration 44Q: 3 clusters Score -9177411 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -9177463.000000 Penalty: 5466.863281
	Iteration 45Q: 3 clusters Score -9177463 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -9177510.000000 Penalty: 5466.863281
	Iteration 46Q: 3 clusters Score -9177510 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -9177546.000000 Penalty: 5466.863281
	Iteration 47Q: 3 clusters Score -9177546 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -9177615.000000 Penalty: 5466.863281
	Iteration 48Q: 3 clusters Score -9177615 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9177660.000000 Penalty: 5466.863281
	Iteration 49Q: 3 clusters Score -9177660 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9177740.000000 Penalty: 5466.863281
	Iteration 50Q: 3 clusters Score -9177740 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9177824.000000 Penalty: 5466.863281
	Iteration 51Q: 3 clusters Score -9177824 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -9177888.000000 Penalty: 5466.863281
	Iteration 52Q: 3 clusters Score -9177888 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -9177952.000000 Penalty: 5466.863281
	Iteration 53Q: 3 clusters Score -9177952 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9177979.000000 Penalty: 5466.863281
	Iteration 54Q: 3 clusters Score -9177979 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -9178084.000000 Penalty: 5466.863281
	Iteration 55Q: 3 clusters Score -9178084 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -9178157.000000 Penalty: 5466.863281
	Iteration 56Q: 3 clusters Score -9178157 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -9178246.000000 Penalty: 5466.863281
	Iteration 57Q: 3 clusters Score -9178246 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9178352.000000 Penalty: 5466.863281
	Iteration 58Q: 3 clusters Score -9178352 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -9178475.000000 Penalty: 5466.863281
	Iteration 59Q: 3 clusters Score -9178475 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -9178599.000000 Penalty: 5466.863281
	Iteration 60F: 3 clusters Score -9178599 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -9178718.000000 Penalty: 5466.863281
	Iteration 61Q: 3 clusters Score -9178718 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -9178843.000000 Penalty: 5466.863281
	Iteration 62Q: 3 clusters Score -9178843 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -9178942.000000 Penalty: 5466.863281
	Iteration 63Q: 3 clusters Score -9178942 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -9179093.000000 Penalty: 5466.863281
	Iteration 64Q: 3 clusters Score -9179093 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -9179209.000000 Penalty: 5466.863281
	Iteration 65Q: 3 clusters Score -9179209 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -9179267.000000 Penalty: 5466.863281
	Iteration 66Q: 3 clusters Score -9179267 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -9179378.000000 Penalty: 5466.863281
	Iteration 67Q: 3 clusters Score -9179378 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -9179436.000000 Penalty: 5466.863281
	Iteration 68Q: 3 clusters Score -9179436 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -9179505.000000 Penalty: 5466.863281
	Iteration 69Q: 3 clusters Score -9179505 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -9179594.000000 Penalty: 5466.863281
	Iteration 70Q: 3 clusters Score -9179594 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -9179669.000000 Penalty: 5466.863281
	Iteration 71Q: 3 clusters Score -9179669 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -9179744.000000 Penalty: 5466.863281
	Iteration 72Q: 3 clusters Score -9179744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -9179791.000000 Penalty: 5466.863281
	Iteration 73Q: 3 clusters Score -9179791 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -9179854.000000 Penalty: 5466.863281
	Iteration 74Q: 3 clusters Score -9179854 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -9179917.000000 Penalty: 5466.863281
	Iteration 75Q: 3 clusters Score -9179917 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -9179978.000000 Penalty: 5466.863281
	Iteration 76Q: 3 clusters Score -9179978 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 56921 members 
Entering Unmasked Estep 
Score: -9180059.000000 Penalty: 5466.863281
	Iteration 77Q: 3 clusters Score -9180059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -9180117.000000 Penalty: 5466.863281
	Iteration 78Q: 3 clusters Score -9180117 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -9180141.000000 Penalty: 5466.863281
	Iteration 79Q: 3 clusters Score -9180141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -9180170.000000 Penalty: 5466.863281
	Iteration 80F: 3 clusters Score -9180170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -9180198.000000 Penalty: 5466.863281
	Iteration 81Q: 3 clusters Score -9180198 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -9180205.000000 Penalty: 5466.863281
	Iteration 82Q: 3 clusters Score -9180205 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -9180215.000000 Penalty: 5466.863281
	Iteration 83Q: 3 clusters Score -9180215 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -9180232.000000 Penalty: 5466.863281
	Iteration 84Q: 3 clusters Score -9180232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -9180264.000000 Penalty: 5466.863281
	Iteration 85Q: 3 clusters Score -9180264 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 57872 members 
Entering Unmasked Estep 
Score: -9180284.000000 Penalty: 5466.863281
	Iteration 86Q: 3 clusters Score -9180284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -9180312.000000 Penalty: 5466.863281
	Iteration 87Q: 3 clusters Score -9180312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -9180338.000000 Penalty: 5466.863281
	Iteration 88Q: 3 clusters Score -9180338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -9180369.000000 Penalty: 5466.863281
	Iteration 89Q: 3 clusters Score -9180369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -9180387.000000 Penalty: 5466.863281
	Iteration 90Q: 3 clusters Score -9180387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -9180368.000000 Penalty: 5466.863281
	Iteration 91Q: 3 clusters Score -9180368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -9180367.000000 Penalty: 5466.863281
	Iteration 92Q: 3 clusters Score -9180367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 58241 members 
Entering Unmasked Estep 
Score: -9180381.000000 Penalty: 5466.863281
	Iteration 93Q: 3 clusters Score -9180381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -9180371.000000 Penalty: 5466.863281
	Iteration 94Q: 3 clusters Score -9180371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -9180393.000000 Penalty: 5466.863281
	Iteration 95Q: 3 clusters Score -9180393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 58309 members 
Entering Unmasked Estep 
Score: -9180399.000000 Penalty: 5466.863281
	Iteration 96Q: 3 clusters Score -9180399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -9180406.000000 Penalty: 5466.863281
	Iteration 97Q: 3 clusters Score -9180406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -9180404.000000 Penalty: 5466.863281
	Iteration 98Q: 3 clusters Score -9180404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 58368 members 
Entering Unmasked Estep 
Score: -9180409.000000 Penalty: 5466.863281
	Iteration 99Q: 3 clusters Score -9180409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 58390 members 
Entering Unmasked Estep 
Score: -9180416.000000 Penalty: 5466.863281
	Iteration 100F: 3 clusters Score -9180416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 58413 members 
Entering Unmasked Estep 
Score: -9180405.000000 Penalty: 5466.863281
	Iteration 101Q: 3 clusters Score -9180405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -9180416.000000 Penalty: 5466.863281
	Iteration 102Q: 3 clusters Score -9180416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -9180413.000000 Penalty: 5466.863281
	Iteration 103Q: 3 clusters Score -9180413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -9180425.000000 Penalty: 5466.863281
	Iteration 104Q: 3 clusters Score -9180425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -9180410.000000 Penalty: 5466.863281
	Iteration 105Q: 3 clusters Score -9180410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -9180412.000000 Penalty: 5466.863281
	Iteration 106Q: 3 clusters Score -9180412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 58528 members 
Entering Unmasked Estep 
Score: -9180412.000000 Penalty: 5466.863281
	Iteration 107Q: 3 clusters Score -9180412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 58555 members 
Entering Unmasked Estep 
Score: -9180412.000000 Penalty: 5466.863281
	Iteration 108Q: 3 clusters Score -9180412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -9180417.000000 Penalty: 5466.863281
	Iteration 109Q: 3 clusters Score -9180417 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -9180422.000000 Penalty: 5466.863281
	Iteration 110Q: 3 clusters Score -9180422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -9180438.000000 Penalty: 5466.863281
	Iteration 111Q: 3 clusters Score -9180438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -9180439.000000 Penalty: 5466.863281
	Iteration 112Q: 3 clusters Score -9180439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -9180437.000000 Penalty: 5466.863281
	Iteration 113Q: 3 clusters Score -9180437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 58685 members 
Entering Unmasked Estep 
Score: -9180443.000000 Penalty: 5466.863281
	Iteration 114Q: 3 clusters Score -9180443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -9180448.000000 Penalty: 5466.863281
	Iteration 115Q: 3 clusters Score -9180448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -9180452.000000 Penalty: 5466.863281
	Iteration 116Q: 3 clusters Score -9180452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -9180453.000000 Penalty: 5466.863281
	Iteration 117Q: 3 clusters Score -9180453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -9180454.000000 Penalty: 5466.863281
	Iteration 118Q: 3 clusters Score -9180454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -9180448.000000 Penalty: 5466.863281
	Iteration 119Q: 3 clusters Score -9180448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 58718 members 
Entering Unmasked Estep 
Score: -9180448.000000 Penalty: 5466.863281
	Iteration 120F: 3 clusters Score -9180448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -9180454.000000 Penalty: 5466.863281
	Iteration 121Q: 3 clusters Score -9180454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -9180455.000000 Penalty: 5466.863281
	Iteration 122Q: 3 clusters Score -9180455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -9180450.000000 Penalty: 5466.863281
	Iteration 123Q: 3 clusters Score -9180450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -9180450.000000 Penalty: 5466.863281
	Iteration 124F: 3 clusters Score -9180450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28158.919922 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28158.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28270.355469 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28270.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28298.261719 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28298.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28331.031250 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28331.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28363.650391 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28363.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28457.318359 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28457.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28486.460938 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28486.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28504.582031 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -28504.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -28526.113281 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -28526.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28531.873047 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -28531.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -28538.898438 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -28538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28543.439453 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -28543.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28543.439453 Penalty: 2734.660645
	Iteration 12F: 3 clusters Score -28543.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Entering Unmasked Estep 
Score: -1748305.875000 Penalty: 2324.917725
	Iteration 0F: 2 clusters Score -1748306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1739551.375000 Penalty: 4649.835449
	Iteration 0F: 3 clusters Score -1739551 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1742369.250000 Penalty: 4649.835449
	Iteration 1F: 3 clusters Score -1742369 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1742845.500000 Penalty: 4649.835449
	Iteration 2F: 3 clusters Score -1742846 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1743347.125000 Penalty: 4649.835449
	Iteration 3F: 3 clusters Score -1743347 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1743926.875000 Penalty: 4649.835449
	Iteration 4F: 3 clusters Score -1743927 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1744486.000000 Penalty: 4649.835449
	Iteration 5F: 3 clusters Score -1744486 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1744943.375000 Penalty: 4649.835449
	Iteration 6F: 3 clusters Score -1744943 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1745262.875000 Penalty: 4649.835449
	Iteration 7Q: 3 clusters Score -1745263 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1745491.000000 Penalty: 4649.835449
	Iteration 8Q: 3 clusters Score -1745491 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1745638.250000 Penalty: 4649.835449
	Iteration 9Q: 3 clusters Score -1745638 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1745732.125000 Penalty: 4649.835449
	Iteration 10Q: 3 clusters Score -1745732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1745794.625000 Penalty: 4649.835449
	Iteration 11Q: 3 clusters Score -1745795 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1745840.250000 Penalty: 4649.835449
	Iteration 12Q: 3 clusters Score -1745840 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1745870.750000 Penalty: 4649.835449
	Iteration 13Q: 3 clusters Score -1745871 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1745901.125000 Penalty: 4649.835449
	Iteration 14Q: 3 clusters Score -1745901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1745922.375000 Penalty: 4649.835449
	Iteration 15Q: 3 clusters Score -1745922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1745955.375000 Penalty: 4649.835449
	Iteration 16Q: 3 clusters Score -1745955 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1745977.625000 Penalty: 4649.835449
	Iteration 17Q: 3 clusters Score -1745978 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1746009.250000 Penalty: 4649.835449
	Iteration 18Q: 3 clusters Score -1746009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1746036.125000 Penalty: 4649.835449
	Iteration 19Q: 3 clusters Score -1746036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1746060.000000 Penalty: 4649.835449
	Iteration 20F: 3 clusters Score -1746060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1746095.875000 Penalty: 4649.835449
	Iteration 21Q: 3 clusters Score -1746096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1746123.000000 Penalty: 4649.835449
	Iteration 22Q: 3 clusters Score -1746123 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1746164.625000 Penalty: 4649.835449
	Iteration 23Q: 3 clusters Score -1746165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1746206.500000 Penalty: 4649.835449
	Iteration 24Q: 3 clusters Score -1746206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1746264.375000 Penalty: 4649.835449
	Iteration 25Q: 3 clusters Score -1746264 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1746338.250000 Penalty: 4649.835449
	Iteration 26Q: 3 clusters Score -1746338 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1746432.750000 Penalty: 4649.835449
	Iteration 27Q: 3 clusters Score -1746433 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1746533.750000 Penalty: 4649.835449
	Iteration 28Q: 3 clusters Score -1746534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1746625.250000 Penalty: 4649.835449
	Iteration 29Q: 3 clusters Score -1746625 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1746732.375000 Penalty: 4649.835449
	Iteration 30Q: 3 clusters Score -1746732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1746843.000000 Penalty: 4649.835449
	Iteration 31Q: 3 clusters Score -1746843 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1746983.625000 Penalty: 4649.835449
	Iteration 32Q: 3 clusters Score -1746984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1747108.000000 Penalty: 4649.835449
	Iteration 33Q: 3 clusters Score -1747108 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1747214.125000 Penalty: 4649.835449
	Iteration 34Q: 3 clusters Score -1747214 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1747323.250000 Penalty: 4649.835449
	Iteration 35Q: 3 clusters Score -1747323 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1747422.250000 Penalty: 4649.835449
	Iteration 36Q: 3 clusters Score -1747422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1747498.375000 Penalty: 4649.835449
	Iteration 37Q: 3 clusters Score -1747498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1747556.375000 Penalty: 4649.835449
	Iteration 38Q: 3 clusters Score -1747556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1747609.875000 Penalty: 4649.835449
	Iteration 39Q: 3 clusters Score -1747610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1747646.500000 Penalty: 4649.835449
	Iteration 40F: 3 clusters Score -1747646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1747674.000000 Penalty: 4649.835449
	Iteration 41Q: 3 clusters Score -1747674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1747685.375000 Penalty: 4649.835449
	Iteration 42Q: 3 clusters Score -1747685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1747696.625000 Penalty: 4649.835449
	Iteration 43Q: 3 clusters Score -1747697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1747705.625000 Penalty: 4649.835449
	Iteration 44Q: 3 clusters Score -1747706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1747711.000000 Penalty: 4649.835449
	Iteration 45Q: 3 clusters Score -1747711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1747716.125000 Penalty: 4649.835449
	Iteration 46Q: 3 clusters Score -1747716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1747720.375000 Penalty: 4649.835449
	Iteration 47Q: 3 clusters Score -1747720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1747718.750000 Penalty: 4649.835449
	Iteration 48Q: 3 clusters Score -1747719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1747718.000000 Penalty: 4649.835449
	Iteration 49Q: 3 clusters Score -1747718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1747720.875000 Penalty: 4649.835449
	Iteration 50Q: 3 clusters Score -1747721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1747720.375000 Penalty: 4649.835449
	Iteration 51Q: 3 clusters Score -1747720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1747719.625000 Penalty: 4649.835449
	Iteration 52Q: 3 clusters Score -1747720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1747723.000000 Penalty: 4649.835449
	Iteration 53Q: 3 clusters Score -1747723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1747724.250000 Penalty: 4649.835449
	Iteration 54Q: 3 clusters Score -1747724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1747724.375000 Penalty: 4649.835449
	Iteration 55Q: 3 clusters Score -1747724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1747723.875000 Penalty: 4649.835449
	Iteration 56Q: 3 clusters Score -1747724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1747723.875000 Penalty: 4649.835449
	Iteration 57F: 3 clusters Score -1747724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -422493.500000 Penalty: 1991.137695
	Iteration 0F: 2 clusters Score -422493.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419214.031250 Penalty: 3982.275391
	Iteration 0F: 3 clusters Score -419214 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -420032.250000 Penalty: 3982.275391
	Iteration 1F: 3 clusters Score -420032.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -420457.500000 Penalty: 3982.275391
	Iteration 2F: 3 clusters Score -420457.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -421003.781250 Penalty: 3982.275391
	Iteration 3F: 3 clusters Score -421003.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -421567.500000 Penalty: 3982.275391
	Iteration 4F: 3 clusters Score -421567.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -421969.750000 Penalty: 3982.275391
	Iteration 5F: 3 clusters Score -421969.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422225.812500 Penalty: 3982.275391
	Iteration 6F: 3 clusters Score -422225.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -422466.937500 Penalty: 3982.275391
	Iteration 7F: 3 clusters Score -422466.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -422659.062500 Penalty: 3982.275391
	Iteration 8Q: 3 clusters Score -422659.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -422786.656250 Penalty: 3982.275391
	Iteration 9Q: 3 clusters Score -422786.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -422872.843750 Penalty: 3982.275391
	Iteration 10Q: 3 clusters Score -422872.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -422933.875000 Penalty: 3982.275391
	Iteration 11Q: 3 clusters Score -422933.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -423002.062500 Penalty: 3982.275391
	Iteration 12Q: 3 clusters Score -423002.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -423050.093750 Penalty: 3982.275391
	Iteration 13Q: 3 clusters Score -423050.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -423064.437500 Penalty: 3982.275391
	Iteration 14Q: 3 clusters Score -423064.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -423073.156250 Penalty: 3982.275391
	Iteration 15Q: 3 clusters Score -423073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -423076.906250 Penalty: 3982.275391
	Iteration 16Q: 3 clusters Score -423076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -423078.531250 Penalty: 3982.275391
	Iteration 17Q: 3 clusters Score -423078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -423080.062500 Penalty: 3982.275391
	Iteration 18Q: 3 clusters Score -423080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -423080.468750 Penalty: 3982.275391
	Iteration 19Q: 3 clusters Score -423080.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -423080.906250 Penalty: 3982.275391
	Iteration 20F: 3 clusters Score -423080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68828 members 
Mstep: Class 5 contains 61200 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 1686 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95613 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79692 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22799 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30989 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11448 members 
Mstep: Class 34 contains 18385 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36886 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9214 members 
Mstep: Class 48 contains 1382 members 
Entering Unmasked Estep 
Score: -115062448.000000 Penalty: 161847.281250
Splitting cluster 8 changes total score from -115062760.000000 to -115062448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Entering Unmasked Estep 
Score: -1943431.500000 Penalty: 2355.633545
	Iteration 0F: 2 clusters Score -1943432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1933690.625000 Penalty: 4711.267090
	Iteration 0F: 3 clusters Score -1933691 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1936755.500000 Penalty: 4711.267090
	Iteration 1F: 3 clusters Score -1936756 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1937292.250000 Penalty: 4711.267090
	Iteration 2F: 3 clusters Score -1937292 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1937902.875000 Penalty: 4711.267090
	Iteration 3F: 3 clusters Score -1937903 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1938701.250000 Penalty: 4711.267090
	Iteration 4F: 3 clusters Score -1938701 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1939527.375000 Penalty: 4711.267090
	Iteration 5F: 3 clusters Score -1939527 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1940187.625000 Penalty: 4711.267090
	Iteration 6F: 3 clusters Score -1940188 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1940687.500000 Penalty: 4711.267090
	Iteration 7F: 3 clusters Score -1940688 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1941038.125000 Penalty: 4711.267090
	Iteration 8Q: 3 clusters Score -1941038 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1941283.875000 Penalty: 4711.267090
	Iteration 9Q: 3 clusters Score -1941284 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1941487.875000 Penalty: 4711.267090
	Iteration 10Q: 3 clusters Score -1941488 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1941628.000000 Penalty: 4711.267090
	Iteration 11Q: 3 clusters Score -1941628 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1941738.375000 Penalty: 4711.267090
	Iteration 12Q: 3 clusters Score -1941738 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1941852.500000 Penalty: 4711.267090
	Iteration 13Q: 3 clusters Score -1941852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1941941.000000 Penalty: 4711.267090
	Iteration 14Q: 3 clusters Score -1941941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1942011.250000 Penalty: 4711.267090
	Iteration 15Q: 3 clusters Score -1942011 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1942078.250000 Penalty: 4711.267090
	Iteration 16Q: 3 clusters Score -1942078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1942140.875000 Penalty: 4711.267090
	Iteration 17Q: 3 clusters Score -1942141 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1942205.875000 Penalty: 4711.267090
	Iteration 18Q: 3 clusters Score -1942206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1942250.000000 Penalty: 4711.267090
	Iteration 19Q: 3 clusters Score -1942250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1942273.125000 Penalty: 4711.267090
	Iteration 20F: 3 clusters Score -1942273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1942287.250000 Penalty: 4711.267090
	Iteration 21Q: 3 clusters Score -1942287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1942302.250000 Penalty: 4711.267090
	Iteration 22Q: 3 clusters Score -1942302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1942310.375000 Penalty: 4711.267090
	Iteration 23Q: 3 clusters Score -1942310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1942314.125000 Penalty: 4711.267090
	Iteration 24Q: 3 clusters Score -1942314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1942325.375000 Penalty: 4711.267090
	Iteration 25Q: 3 clusters Score -1942325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1942340.500000 Penalty: 4711.267090
	Iteration 26Q: 3 clusters Score -1942340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1942348.875000 Penalty: 4711.267090
	Iteration 27Q: 3 clusters Score -1942349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1942356.375000 Penalty: 4711.267090
	Iteration 28Q: 3 clusters Score -1942356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1942363.875000 Penalty: 4711.267090
	Iteration 29Q: 3 clusters Score -1942364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1942365.625000 Penalty: 4711.267090
	Iteration 30Q: 3 clusters Score -1942366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1942370.000000 Penalty: 4711.267090
	Iteration 31Q: 3 clusters Score -1942370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1942376.250000 Penalty: 4711.267090
	Iteration 32Q: 3 clusters Score -1942376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1942380.250000 Penalty: 4711.267090
	Iteration 33Q: 3 clusters Score -1942380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1942389.000000 Penalty: 4711.267090
	Iteration 34Q: 3 clusters Score -1942389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1942390.250000 Penalty: 4711.267090
	Iteration 35Q: 3 clusters Score -1942390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1942394.000000 Penalty: 4711.267090
	Iteration 36Q: 3 clusters Score -1942394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1942397.625000 Penalty: 4711.267090
	Iteration 37Q: 3 clusters Score -1942398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1942397.250000 Penalty: 4711.267090
	Iteration 38Q: 3 clusters Score -1942397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1942398.000000 Penalty: 4711.267090
	Iteration 39Q: 3 clusters Score -1942398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1942401.750000 Penalty: 4711.267090
	Iteration 40F: 3 clusters Score -1942402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1942399.500000 Penalty: 4711.267090
	Iteration 41Q: 3 clusters Score -1942400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1942398.125000 Penalty: 4711.267090
	Iteration 42Q: 3 clusters Score -1942398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1942398.125000 Penalty: 4711.267090
	Iteration 43F: 3 clusters Score -1942398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Entering Unmasked Estep 
Score: -3213911.000000 Penalty: 2477.448242
	Iteration 0F: 2 clusters Score -3213911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3198659.750000 Penalty: 4954.896484
	Iteration 0F: 3 clusters Score -3198660 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3204092.750000 Penalty: 4954.896484
	Iteration 1F: 3 clusters Score -3204093 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3204806.000000 Penalty: 4954.896484
	Iteration 2F: 3 clusters Score -3204806 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3205637.500000 Penalty: 4954.896484
	Iteration 3F: 3 clusters Score -3205638 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3206619.750000 Penalty: 4954.896484
	Iteration 4F: 3 clusters Score -3206620 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -3207686.500000 Penalty: 4954.896484
	Iteration 5F: 3 clusters Score -3207686 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3208592.250000 Penalty: 4954.896484
	Iteration 6F: 3 clusters Score -3208592 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3209325.000000 Penalty: 4954.896484
	Iteration 7F: 3 clusters Score -3209325 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3209834.750000 Penalty: 4954.896484
	Iteration 8Q: 3 clusters Score -3209835 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3210220.250000 Penalty: 4954.896484
	Iteration 9Q: 3 clusters Score -3210220 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3210505.250000 Penalty: 4954.896484
	Iteration 10Q: 3 clusters Score -3210505 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -3210724.000000 Penalty: 4954.896484
	Iteration 11Q: 3 clusters Score -3210724 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3210908.250000 Penalty: 4954.896484
	Iteration 12Q: 3 clusters Score -3210908 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3211046.000000 Penalty: 4954.896484
	Iteration 13Q: 3 clusters Score -3211046 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3211180.250000 Penalty: 4954.896484
	Iteration 14Q: 3 clusters Score -3211180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3211321.500000 Penalty: 4954.896484
	Iteration 15Q: 3 clusters Score -3211322 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3211411.500000 Penalty: 4954.896484
	Iteration 16Q: 3 clusters Score -3211412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3211499.250000 Penalty: 4954.896484
	Iteration 17Q: 3 clusters Score -3211499 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3211577.500000 Penalty: 4954.896484
	Iteration 18Q: 3 clusters Score -3211578 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3211636.750000 Penalty: 4954.896484
	Iteration 19Q: 3 clusters Score -3211637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -3211679.750000 Penalty: 4954.896484
	Iteration 20F: 3 clusters Score -3211680 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3211736.750000 Penalty: 4954.896484
	Iteration 21Q: 3 clusters Score -3211737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3211768.000000 Penalty: 4954.896484
	Iteration 22Q: 3 clusters Score -3211768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -3211816.250000 Penalty: 4954.896484
	Iteration 23Q: 3 clusters Score -3211816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3211818.500000 Penalty: 4954.896484
	Iteration 24Q: 3 clusters Score -3211818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3211832.250000 Penalty: 4954.896484
	Iteration 25Q: 3 clusters Score -3211832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3211856.000000 Penalty: 4954.896484
	Iteration 26Q: 3 clusters Score -3211856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3211872.250000 Penalty: 4954.896484
	Iteration 27Q: 3 clusters Score -3211872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3211874.750000 Penalty: 4954.896484
	Iteration 28Q: 3 clusters Score -3211875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3211881.750000 Penalty: 4954.896484
	Iteration 29Q: 3 clusters Score -3211882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -3211884.500000 Penalty: 4954.896484
	Iteration 30Q: 3 clusters Score -3211884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3211891.000000 Penalty: 4954.896484
	Iteration 31Q: 3 clusters Score -3211891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3211892.250000 Penalty: 4954.896484
	Iteration 32Q: 3 clusters Score -3211892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3211900.500000 Penalty: 4954.896484
	Iteration 33Q: 3 clusters Score -3211900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3211902.250000 Penalty: 4954.896484
	Iteration 34Q: 3 clusters Score -3211902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3211904.750000 Penalty: 4954.896484
	Iteration 35Q: 3 clusters Score -3211905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -3211907.000000 Penalty: 4954.896484
	Iteration 36Q: 3 clusters Score -3211907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3211905.500000 Penalty: 4954.896484
	Iteration 37Q: 3 clusters Score -3211906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3211902.750000 Penalty: 4954.896484
	Iteration 38Q: 3 clusters Score -3211903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -3211902.750000 Penalty: 4954.896484
	Iteration 39F: 3 clusters Score -3211903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Entering Unmasked Estep 
Score: -528001.750000 Penalty: 2072.425537
	Iteration 0F: 2 clusters Score -528001.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -524016.687500 Penalty: 4144.851074
	Iteration 0F: 3 clusters Score -524016.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -525609.062500 Penalty: 4144.851074
	Iteration 1F: 3 clusters Score -525609.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -526496.187500 Penalty: 4144.851074
	Iteration 2F: 3 clusters Score -526496.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -526935.250000 Penalty: 4144.851074
	Iteration 3F: 3 clusters Score -526935.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -527150.812500 Penalty: 4144.851074
	Iteration 4F: 3 clusters Score -527150.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -527282.562500 Penalty: 4144.851074
	Iteration 5Q: 3 clusters Score -527282.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -527374.625000 Penalty: 4144.851074
	Iteration 6Q: 3 clusters Score -527374.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -527462.687500 Penalty: 4144.851074
	Iteration 7Q: 3 clusters Score -527462.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -527544.750000 Penalty: 4144.851074
	Iteration 8Q: 3 clusters Score -527544.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -527655.625000 Penalty: 4144.851074
	Iteration 9Q: 3 clusters Score -527655.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -527747.125000 Penalty: 4144.851074
	Iteration 10Q: 3 clusters Score -527747.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -527816.625000 Penalty: 4144.851074
	Iteration 11Q: 3 clusters Score -527816.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -527847.812500 Penalty: 4144.851074
	Iteration 12Q: 3 clusters Score -527847.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -527864.562500 Penalty: 4144.851074
	Iteration 13Q: 3 clusters Score -527864.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -527879.125000 Penalty: 4144.851074
	Iteration 14Q: 3 clusters Score -527879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -527889.125000 Penalty: 4144.851074
	Iteration 15Q: 3 clusters Score -527889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -527898.625000 Penalty: 4144.851074
	Iteration 16Q: 3 clusters Score -527898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -527903.562500 Penalty: 4144.851074
	Iteration 17Q: 3 clusters Score -527903.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -527907.375000 Penalty: 4144.851074
	Iteration 18Q: 3 clusters Score -527907.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -527912.312500 Penalty: 4144.851074
	Iteration 19Q: 3 clusters Score -527912.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -527916.562500 Penalty: 4144.851074
	Iteration 20F: 3 clusters Score -527916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -527921.875000 Penalty: 4144.851074
	Iteration 21Q: 3 clusters Score -527921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -527924.375000 Penalty: 4144.851074
	Iteration 22Q: 3 clusters Score -527924.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -527925.750000 Penalty: 4144.851074
	Iteration 23Q: 3 clusters Score -527925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -527929.062500 Penalty: 4144.851074
	Iteration 24Q: 3 clusters Score -527929.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -527928.562500 Penalty: 4144.851074
	Iteration 25Q: 3 clusters Score -527928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -527929.562500 Penalty: 4144.851074
	Iteration 26Q: 3 clusters Score -527929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -527931.750000 Penalty: 4144.851074
	Iteration 27Q: 3 clusters Score -527931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -527932.125000 Penalty: 4144.851074
	Iteration 28Q: 3 clusters Score -527932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -527933.125000 Penalty: 4144.851074
	Iteration 29Q: 3 clusters Score -527933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -527933.125000 Penalty: 4144.851074
	Iteration 30F: 3 clusters Score -527933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Entering Unmasked Estep 
Score: -14376199.000000 Penalty: 2844.079834
	Iteration 0F: 2 clusters Score -1.43762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -14312268.000000 Penalty: 5688.159668
	Iteration 0F: 3 clusters Score -1.431227e+07 nChanged 45202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -14337998.000000 Penalty: 5688.159668
	Iteration 1F: 3 clusters Score -1.4338e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -14338891.000000 Penalty: 5688.159668
	Iteration 2Q: 3 clusters Score -1.433889e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -14340024.000000 Penalty: 5688.159668
	Iteration 3Q: 3 clusters Score -1.434002e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -14342015.000000 Penalty: 5688.159668
	Iteration 4Q: 3 clusters Score -1.434202e+07 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64867 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -14345355.000000 Penalty: 5688.159668
	Iteration 5F: 3 clusters Score -1.434536e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -14351118.000000 Penalty: 5688.159668
	Iteration 6F: 3 clusters Score -1.435112e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -14358999.000000 Penalty: 5688.159668
	Iteration 7F: 3 clusters Score -1.4359e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -14366441.000000 Penalty: 5688.159668
	Iteration 8F: 3 clusters Score -1.436644e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -14370959.000000 Penalty: 5688.159668
	Iteration 9Q: 3 clusters Score -1.437096e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94616 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14372751.000000 Penalty: 5688.159668
	Iteration 10Q: 3 clusters Score -1.437275e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14373352.000000 Penalty: 5688.159668
	Iteration 11Q: 3 clusters Score -1.437335e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95263 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14373507.000000 Penalty: 5688.159668
	Iteration 12Q: 3 clusters Score -1.437351e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -14373576.000000 Penalty: 5688.159668
	Iteration 13Q: 3 clusters Score -1.437358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -14373622.000000 Penalty: 5688.159668
	Iteration 14Q: 3 clusters Score -1.437362e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -14373649.000000 Penalty: 5688.159668
	Iteration 15Q: 3 clusters Score -1.437365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14373652.000000 Penalty: 5688.159668
	Iteration 16Q: 3 clusters Score -1.437365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95346 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -14373676.000000 Penalty: 5688.159668
	Iteration 17Q: 3 clusters Score -1.437368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95349 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -14373677.000000 Penalty: 5688.159668
	Iteration 18Q: 3 clusters Score -1.437368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14373678.000000 Penalty: 5688.159668
	Iteration 19Q: 3 clusters Score -1.437368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14373688.000000 Penalty: 5688.159668
	Iteration 20F: 3 clusters Score -1.437369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14373691.000000 Penalty: 5688.159668
	Iteration 21Q: 3 clusters Score -1.437369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -14373691.000000 Penalty: 5688.159668
	Iteration 22F: 3 clusters Score -1.437369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -827725.750000 Penalty: 2146.493164
	Iteration 0F: 2 clusters Score -827725.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -822727.125000 Penalty: 4292.986328
	Iteration 0F: 3 clusters Score -822727.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -823993.937500 Penalty: 4292.986328
	Iteration 1F: 3 clusters Score -823993.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -824293.812500 Penalty: 4292.986328
	Iteration 2F: 3 clusters Score -824293.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -824548.812500 Penalty: 4292.986328
	Iteration 3F: 3 clusters Score -824548.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -824757.812500 Penalty: 4292.986328
	Iteration 4F: 3 clusters Score -824757.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -824923.500000 Penalty: 4292.986328
	Iteration 5Q: 3 clusters Score -824923.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -825080.000000 Penalty: 4292.986328
	Iteration 6Q: 3 clusters Score -825080 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -825233.437500 Penalty: 4292.986328
	Iteration 7Q: 3 clusters Score -825233.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -825371.625000 Penalty: 4292.986328
	Iteration 8Q: 3 clusters Score -825371.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -825499.312500 Penalty: 4292.986328
	Iteration 9Q: 3 clusters Score -825499.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -825633.562500 Penalty: 4292.986328
	Iteration 10Q: 3 clusters Score -825633.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -825777.750000 Penalty: 4292.986328
	Iteration 11Q: 3 clusters Score -825777.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -825915.812500 Penalty: 4292.986328
	Iteration 12Q: 3 clusters Score -825915.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -826050.312500 Penalty: 4292.986328
	Iteration 13Q: 3 clusters Score -826050.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -826204.500000 Penalty: 4292.986328
	Iteration 14Q: 3 clusters Score -826204.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -826334.437500 Penalty: 4292.986328
	Iteration 15Q: 3 clusters Score -826334.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -826473.625000 Penalty: 4292.986328
	Iteration 16Q: 3 clusters Score -826473.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -826656.812500 Penalty: 4292.986328
	Iteration 17Q: 3 clusters Score -826656.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -826819.750000 Penalty: 4292.986328
	Iteration 18Q: 3 clusters Score -826819.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -826943.875000 Penalty: 4292.986328
	Iteration 19Q: 3 clusters Score -826943.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -827020.312500 Penalty: 4292.986328
	Iteration 20F: 3 clusters Score -827020.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -827048.062500 Penalty: 4292.986328
	Iteration 21Q: 3 clusters Score -827048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -827061.750000 Penalty: 4292.986328
	Iteration 22Q: 3 clusters Score -827061.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -827068.000000 Penalty: 4292.986328
	Iteration 23Q: 3 clusters Score -827068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -827074.125000 Penalty: 4292.986328
	Iteration 24Q: 3 clusters Score -827074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -827078.125000 Penalty: 4292.986328
	Iteration 25Q: 3 clusters Score -827078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -827077.750000 Penalty: 4292.986328
	Iteration 26Q: 3 clusters Score -827077.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -827079.687500 Penalty: 4292.986328
	Iteration 27Q: 3 clusters Score -827079.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -827081.625000 Penalty: 4292.986328
	Iteration 28Q: 3 clusters Score -827081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -827081.625000 Penalty: 4292.986328
	Iteration 29F: 3 clusters Score -827081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Entering Unmasked Estep 
Score: -2131772.000000 Penalty: 2374.957275
	Iteration 0F: 2 clusters Score -2131772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2121221.250000 Penalty: 4749.914551
	Iteration 0F: 3 clusters Score -2121221 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2124662.250000 Penalty: 4749.914551
	Iteration 1F: 3 clusters Score -2124662 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2125125.000000 Penalty: 4749.914551
	Iteration 2F: 3 clusters Score -2125125 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2125504.750000 Penalty: 4749.914551
	Iteration 3F: 3 clusters Score -2125505 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2125826.000000 Penalty: 4749.914551
	Iteration 4Q: 3 clusters Score -2125826 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2126165.000000 Penalty: 4749.914551
	Iteration 5Q: 3 clusters Score -2126165 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2126499.750000 Penalty: 4749.914551
	Iteration 6Q: 3 clusters Score -2126500 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2126803.500000 Penalty: 4749.914551
	Iteration 7Q: 3 clusters Score -2126804 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2127095.750000 Penalty: 4749.914551
	Iteration 8Q: 3 clusters Score -2127096 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2127328.000000 Penalty: 4749.914551
	Iteration 9Q: 3 clusters Score -2127328 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2127523.250000 Penalty: 4749.914551
	Iteration 10Q: 3 clusters Score -2127523 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2127677.250000 Penalty: 4749.914551
	Iteration 11Q: 3 clusters Score -2127677 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2127810.750000 Penalty: 4749.914551
	Iteration 12Q: 3 clusters Score -2127811 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2127940.000000 Penalty: 4749.914551
	Iteration 13Q: 3 clusters Score -2127940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2128043.500000 Penalty: 4749.914551
	Iteration 14Q: 3 clusters Score -2128044 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2128124.250000 Penalty: 4749.914551
	Iteration 15Q: 3 clusters Score -2128124 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2128210.000000 Penalty: 4749.914551
	Iteration 16Q: 3 clusters Score -2128210 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2128320.000000 Penalty: 4749.914551
	Iteration 17Q: 3 clusters Score -2128320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2128433.750000 Penalty: 4749.914551
	Iteration 18Q: 3 clusters Score -2128434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2128563.500000 Penalty: 4749.914551
	Iteration 19Q: 3 clusters Score -2128564 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2128672.500000 Penalty: 4749.914551
	Iteration 20F: 3 clusters Score -2128672 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2128761.000000 Penalty: 4749.914551
	Iteration 21Q: 3 clusters Score -2128761 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2128856.750000 Penalty: 4749.914551
	Iteration 22Q: 3 clusters Score -2128857 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2128946.750000 Penalty: 4749.914551
	Iteration 23Q: 3 clusters Score -2128947 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2129026.750000 Penalty: 4749.914551
	Iteration 24Q: 3 clusters Score -2129027 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2129097.500000 Penalty: 4749.914551
	Iteration 25Q: 3 clusters Score -2129098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2129154.000000 Penalty: 4749.914551
	Iteration 26Q: 3 clusters Score -2129154 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2129201.250000 Penalty: 4749.914551
	Iteration 27Q: 3 clusters Score -2129201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2129239.500000 Penalty: 4749.914551
	Iteration 28Q: 3 clusters Score -2129240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2129267.500000 Penalty: 4749.914551
	Iteration 29Q: 3 clusters Score -2129268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2129299.250000 Penalty: 4749.914551
	Iteration 30Q: 3 clusters Score -2129299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2129336.000000 Penalty: 4749.914551
	Iteration 31Q: 3 clusters Score -2129336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2129370.000000 Penalty: 4749.914551
	Iteration 32Q: 3 clusters Score -2129370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2129408.250000 Penalty: 4749.914551
	Iteration 33Q: 3 clusters Score -2129408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2129439.250000 Penalty: 4749.914551
	Iteration 34Q: 3 clusters Score -2129439 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2129466.000000 Penalty: 4749.914551
	Iteration 35Q: 3 clusters Score -2129466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2129489.500000 Penalty: 4749.914551
	Iteration 36Q: 3 clusters Score -2129490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2129509.250000 Penalty: 4749.914551
	Iteration 37Q: 3 clusters Score -2129509 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2129535.500000 Penalty: 4749.914551
	Iteration 38Q: 3 clusters Score -2129536 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2129556.500000 Penalty: 4749.914551
	Iteration 39Q: 3 clusters Score -2129556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2129567.000000 Penalty: 4749.914551
	Iteration 40F: 3 clusters Score -2129567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2129588.250000 Penalty: 4749.914551
	Iteration 41Q: 3 clusters Score -2129588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2129612.000000 Penalty: 4749.914551
	Iteration 42Q: 3 clusters Score -2129612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2129632.750000 Penalty: 4749.914551
	Iteration 43Q: 3 clusters Score -2129633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2129650.500000 Penalty: 4749.914551
	Iteration 44Q: 3 clusters Score -2129650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2129668.000000 Penalty: 4749.914551
	Iteration 45Q: 3 clusters Score -2129668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2129687.750000 Penalty: 4749.914551
	Iteration 46Q: 3 clusters Score -2129688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2129708.750000 Penalty: 4749.914551
	Iteration 47Q: 3 clusters Score -2129709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2129726.500000 Penalty: 4749.914551
	Iteration 48Q: 3 clusters Score -2129726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2129735.750000 Penalty: 4749.914551
	Iteration 49Q: 3 clusters Score -2129736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2129753.250000 Penalty: 4749.914551
	Iteration 50Q: 3 clusters Score -2129753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2129761.750000 Penalty: 4749.914551
	Iteration 51Q: 3 clusters Score -2129762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2129780.250000 Penalty: 4749.914551
	Iteration 52Q: 3 clusters Score -2129780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2129800.500000 Penalty: 4749.914551
	Iteration 53Q: 3 clusters Score -2129800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2129812.000000 Penalty: 4749.914551
	Iteration 54Q: 3 clusters Score -2129812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2129824.250000 Penalty: 4749.914551
	Iteration 55Q: 3 clusters Score -2129824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2129831.000000 Penalty: 4749.914551
	Iteration 56Q: 3 clusters Score -2129831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2129841.250000 Penalty: 4749.914551
	Iteration 57Q: 3 clusters Score -2129841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2129849.250000 Penalty: 4749.914551
	Iteration 58Q: 3 clusters Score -2129849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2129851.000000 Penalty: 4749.914551
	Iteration 59Q: 3 clusters Score -2129851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2129857.250000 Penalty: 4749.914551
	Iteration 60F: 3 clusters Score -2129857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2129858.500000 Penalty: 4749.914551
	Iteration 61Q: 3 clusters Score -2129858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2129863.500000 Penalty: 4749.914551
	Iteration 62Q: 3 clusters Score -2129864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2129865.750000 Penalty: 4749.914551
	Iteration 63Q: 3 clusters Score -2129866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2129873.500000 Penalty: 4749.914551
	Iteration 64Q: 3 clusters Score -2129874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2129883.250000 Penalty: 4749.914551
	Iteration 65Q: 3 clusters Score -2129883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2129885.500000 Penalty: 4749.914551
	Iteration 66Q: 3 clusters Score -2129886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2129886.250000 Penalty: 4749.914551
	Iteration 67Q: 3 clusters Score -2129886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2129891.000000 Penalty: 4749.914551
	Iteration 68Q: 3 clusters Score -2129891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2129896.500000 Penalty: 4749.914551
	Iteration 69Q: 3 clusters Score -2129896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2129898.500000 Penalty: 4749.914551
	Iteration 70Q: 3 clusters Score -2129898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2129898.000000 Penalty: 4749.914551
	Iteration 71Q: 3 clusters Score -2129898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2129898.000000 Penalty: 4749.914551
	Iteration 72F: 3 clusters Score -2129898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Entering Unmasked Estep 
Score: -2191594.500000 Penalty: 2399.653564
	Iteration 0F: 2 clusters Score -2191594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2180250.500000 Penalty: 4799.307129
	Iteration 0F: 3 clusters Score -2180250 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2184305.750000 Penalty: 4799.307129
	Iteration 1F: 3 clusters Score -2184306 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2185121.250000 Penalty: 4799.307129
	Iteration 2F: 3 clusters Score -2185121 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2185806.250000 Penalty: 4799.307129
	Iteration 3F: 3 clusters Score -2185806 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2186371.000000 Penalty: 4799.307129
	Iteration 4F: 3 clusters Score -2186371 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2186836.250000 Penalty: 4799.307129
	Iteration 5F: 3 clusters Score -2186836 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2187201.250000 Penalty: 4799.307129
	Iteration 6Q: 3 clusters Score -2187201 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2187478.500000 Penalty: 4799.307129
	Iteration 7Q: 3 clusters Score -2187478 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2187696.250000 Penalty: 4799.307129
	Iteration 8Q: 3 clusters Score -2187696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2187849.250000 Penalty: 4799.307129
	Iteration 9Q: 3 clusters Score -2187849 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2187975.000000 Penalty: 4799.307129
	Iteration 10Q: 3 clusters Score -2187975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2188053.500000 Penalty: 4799.307129
	Iteration 11Q: 3 clusters Score -2188054 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2188144.500000 Penalty: 4799.307129
	Iteration 12Q: 3 clusters Score -2188144 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2188220.750000 Penalty: 4799.307129
	Iteration 13Q: 3 clusters Score -2188221 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2188282.000000 Penalty: 4799.307129
	Iteration 14Q: 3 clusters Score -2188282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2188322.500000 Penalty: 4799.307129
	Iteration 15Q: 3 clusters Score -2188322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2188387.000000 Penalty: 4799.307129
	Iteration 16Q: 3 clusters Score -2188387 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2188438.500000 Penalty: 4799.307129
	Iteration 17Q: 3 clusters Score -2188438 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2188494.500000 Penalty: 4799.307129
	Iteration 18Q: 3 clusters Score -2188494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2188547.750000 Penalty: 4799.307129
	Iteration 19Q: 3 clusters Score -2188548 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2188608.500000 Penalty: 4799.307129
	Iteration 20F: 3 clusters Score -2188608 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2188655.250000 Penalty: 4799.307129
	Iteration 21Q: 3 clusters Score -2188655 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2188705.000000 Penalty: 4799.307129
	Iteration 22Q: 3 clusters Score -2188705 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2188753.250000 Penalty: 4799.307129
	Iteration 23Q: 3 clusters Score -2188753 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2188814.250000 Penalty: 4799.307129
	Iteration 24Q: 3 clusters Score -2188814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2188888.750000 Penalty: 4799.307129
	Iteration 25Q: 3 clusters Score -2188889 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2188969.000000 Penalty: 4799.307129
	Iteration 26Q: 3 clusters Score -2188969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2189052.500000 Penalty: 4799.307129
	Iteration 27Q: 3 clusters Score -2189052 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2189131.500000 Penalty: 4799.307129
	Iteration 28Q: 3 clusters Score -2189132 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2189217.000000 Penalty: 4799.307129
	Iteration 29Q: 3 clusters Score -2189217 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2189300.750000 Penalty: 4799.307129
	Iteration 30Q: 3 clusters Score -2189301 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2189398.500000 Penalty: 4799.307129
	Iteration 31Q: 3 clusters Score -2189398 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2189490.250000 Penalty: 4799.307129
	Iteration 32Q: 3 clusters Score -2189490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2189572.250000 Penalty: 4799.307129
	Iteration 33Q: 3 clusters Score -2189572 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2189660.000000 Penalty: 4799.307129
	Iteration 34Q: 3 clusters Score -2189660 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2189728.500000 Penalty: 4799.307129
	Iteration 35Q: 3 clusters Score -2189728 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2189814.750000 Penalty: 4799.307129
	Iteration 36Q: 3 clusters Score -2189815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2189897.750000 Penalty: 4799.307129
	Iteration 37Q: 3 clusters Score -2189898 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2189985.250000 Penalty: 4799.307129
	Iteration 38Q: 3 clusters Score -2189985 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2190038.500000 Penalty: 4799.307129
	Iteration 39Q: 3 clusters Score -2190038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2190090.750000 Penalty: 4799.307129
	Iteration 40F: 3 clusters Score -2190091 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2190157.500000 Penalty: 4799.307129
	Iteration 41Q: 3 clusters Score -2190158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2190224.250000 Penalty: 4799.307129
	Iteration 42Q: 3 clusters Score -2190224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2190281.500000 Penalty: 4799.307129
	Iteration 43Q: 3 clusters Score -2190282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2190335.000000 Penalty: 4799.307129
	Iteration 44Q: 3 clusters Score -2190335 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2190379.000000 Penalty: 4799.307129
	Iteration 45Q: 3 clusters Score -2190379 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2190419.250000 Penalty: 4799.307129
	Iteration 46Q: 3 clusters Score -2190419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2190459.250000 Penalty: 4799.307129
	Iteration 47Q: 3 clusters Score -2190459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2190480.750000 Penalty: 4799.307129
	Iteration 48Q: 3 clusters Score -2190481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2190496.250000 Penalty: 4799.307129
	Iteration 49Q: 3 clusters Score -2190496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2190520.750000 Penalty: 4799.307129
	Iteration 50Q: 3 clusters Score -2190521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2190540.500000 Penalty: 4799.307129
	Iteration 51Q: 3 clusters Score -2190540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2190554.750000 Penalty: 4799.307129
	Iteration 52Q: 3 clusters Score -2190555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2190568.250000 Penalty: 4799.307129
	Iteration 53Q: 3 clusters Score -2190568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2190576.250000 Penalty: 4799.307129
	Iteration 54Q: 3 clusters Score -2190576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2190581.250000 Penalty: 4799.307129
	Iteration 55Q: 3 clusters Score -2190581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2190591.500000 Penalty: 4799.307129
	Iteration 56Q: 3 clusters Score -2190592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2190599.000000 Penalty: 4799.307129
	Iteration 57Q: 3 clusters Score -2190599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2190609.500000 Penalty: 4799.307129
	Iteration 58Q: 3 clusters Score -2190610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2190610.750000 Penalty: 4799.307129
	Iteration 59Q: 3 clusters Score -2190611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2190613.750000 Penalty: 4799.307129
	Iteration 60F: 3 clusters Score -2190614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2190616.000000 Penalty: 4799.307129
	Iteration 61Q: 3 clusters Score -2190616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2190614.750000 Penalty: 4799.307129
	Iteration 62Q: 3 clusters Score -2190615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2190615.250000 Penalty: 4799.307129
	Iteration 63Q: 3 clusters Score -2190615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2190619.750000 Penalty: 4799.307129
	Iteration 64Q: 3 clusters Score -2190620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2190623.250000 Penalty: 4799.307129
	Iteration 65Q: 3 clusters Score -2190623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2190625.000000 Penalty: 4799.307129
	Iteration 66Q: 3 clusters Score -2190625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2190625.750000 Penalty: 4799.307129
	Iteration 67Q: 3 clusters Score -2190626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2190622.500000 Penalty: 4799.307129
	Iteration 68Q: 3 clusters Score -2190622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2190628.250000 Penalty: 4799.307129
	Iteration 69Q: 3 clusters Score -2190628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2190631.750000 Penalty: 4799.307129
	Iteration 70Q: 3 clusters Score -2190632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2190629.500000 Penalty: 4799.307129
	Iteration 71Q: 3 clusters Score -2190630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2190629.500000 Penalty: 4799.307129
	Iteration 72Q: 3 clusters Score -2190630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2190632.250000 Penalty: 4799.307129
	Iteration 73Q: 3 clusters Score -2190632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2190630.750000 Penalty: 4799.307129
	Iteration 74Q: 3 clusters Score -2190631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2190630.750000 Penalty: 4799.307129
	Iteration 75F: 3 clusters Score -2190631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -134120.640625 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -134120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132196.921875 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -132196.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -132564.187500 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -132564.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132748.953125 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -132749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132995.578125 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -132995.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133137.937500 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -133137.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -133179.593750 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -133179.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133203.140625 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -133203.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -133220.234375 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -133220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133233.593750 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -133233.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -133250.375000 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -133250.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -133265.750000 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -133265.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133280.703125 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -133280.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133298.140625 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -133298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -133309.281250 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -133309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -133313.375000 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -133313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -133315.359375 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -133315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -133323.093750 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -133323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -133331.062500 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -133331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133341.484375 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -133341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133357.187500 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -133357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133381.921875 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -133381.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -133424.828125 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -133424.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133530.984375 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -133531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133598.343750 Penalty: 3416.731934
	Iteration 23Q: 3 clusters Score -133598.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133628.312500 Penalty: 3416.731934
	Iteration 24Q: 3 clusters Score -133628.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -133651.765625 Penalty: 3416.731934
	Iteration 25Q: 3 clusters Score -133651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133661.843750 Penalty: 3416.731934
	Iteration 26Q: 3 clusters Score -133661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133675.609375 Penalty: 3416.731934
	Iteration 27Q: 3 clusters Score -133675.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133678.578125 Penalty: 3416.731934
	Iteration 28Q: 3 clusters Score -133678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133678.578125 Penalty: 3416.731934
	Iteration 29F: 3 clusters Score -133678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -1343356.250000 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -1343356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1336280.125000 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -1336280 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1338290.500000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -1338290 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1338643.875000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -1338644 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1338929.250000 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -1338929 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1339164.000000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -1339164 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1339378.375000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -1339378 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1339583.500000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -1339584 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1339804.375000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -1339804 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1340012.000000 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -1340012 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1340210.750000 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -1340211 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1340358.250000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -1340358 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1340475.125000 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -1340475 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1340569.500000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -1340570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1340639.000000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -1340639 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1340692.875000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -1340693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1340737.375000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -1340737 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1340776.500000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -1340776 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1340819.125000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -1340819 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1340854.625000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -1340855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1340880.875000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -1340881 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1340906.000000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -1340906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1340928.000000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -1340928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1340951.250000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -1340951 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1340966.500000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -1340966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1340982.625000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -1340983 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1340996.375000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -1340996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1341016.000000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -1341016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1341038.250000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -1341038 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1341063.125000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -1341063 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1341083.375000 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -1341083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1341110.125000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -1341110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1341131.875000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -1341132 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1341170.625000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -1341171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1341192.000000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -1341192 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1341217.500000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -1341218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1341236.500000 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -1341236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1341258.875000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -1341259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1341275.375000 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -1341275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1341293.750000 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -1341294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1341312.375000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -1341312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1341332.000000 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -1341332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1341349.625000 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -1341350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1341373.125000 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -1341373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1341393.500000 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -1341394 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1341416.125000 Penalty: 4524.160156
	Iteration 44Q: 3 clusters Score -1341416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1341440.375000 Penalty: 4524.160156
	Iteration 45Q: 3 clusters Score -1341440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1341453.500000 Penalty: 4524.160156
	Iteration 46Q: 3 clusters Score -1341454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1341465.250000 Penalty: 4524.160156
	Iteration 47Q: 3 clusters Score -1341465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1341473.500000 Penalty: 4524.160156
	Iteration 48Q: 3 clusters Score -1341474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1341483.250000 Penalty: 4524.160156
	Iteration 49Q: 3 clusters Score -1341483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1341496.875000 Penalty: 4524.160156
	Iteration 50Q: 3 clusters Score -1341497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1341515.500000 Penalty: 4524.160156
	Iteration 51Q: 3 clusters Score -1341516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1341532.875000 Penalty: 4524.160156
	Iteration 52Q: 3 clusters Score -1341533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1341547.875000 Penalty: 4524.160156
	Iteration 53Q: 3 clusters Score -1341548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1341558.375000 Penalty: 4524.160156
	Iteration 54Q: 3 clusters Score -1341558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1341571.750000 Penalty: 4524.160156
	Iteration 55Q: 3 clusters Score -1341572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1341586.000000 Penalty: 4524.160156
	Iteration 56Q: 3 clusters Score -1341586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1341589.000000 Penalty: 4524.160156
	Iteration 57Q: 3 clusters Score -1341589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1341595.250000 Penalty: 4524.160156
	Iteration 58Q: 3 clusters Score -1341595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1341601.500000 Penalty: 4524.160156
	Iteration 59Q: 3 clusters Score -1341602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1341604.625000 Penalty: 4524.160156
	Iteration 60F: 3 clusters Score -1341605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1341613.375000 Penalty: 4524.160156
	Iteration 61Q: 3 clusters Score -1341613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1341612.250000 Penalty: 4524.160156
	Iteration 62Q: 3 clusters Score -1341612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1341617.625000 Penalty: 4524.160156
	Iteration 63Q: 3 clusters Score -1341618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1341619.375000 Penalty: 4524.160156
	Iteration 64Q: 3 clusters Score -1341619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1341622.750000 Penalty: 4524.160156
	Iteration 65Q: 3 clusters Score -1341623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1341628.875000 Penalty: 4524.160156
	Iteration 66Q: 3 clusters Score -1341629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1341635.500000 Penalty: 4524.160156
	Iteration 67Q: 3 clusters Score -1341636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1341637.250000 Penalty: 4524.160156
	Iteration 68Q: 3 clusters Score -1341637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1341636.625000 Penalty: 4524.160156
	Iteration 69Q: 3 clusters Score -1341637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1341641.250000 Penalty: 4524.160156
	Iteration 70Q: 3 clusters Score -1341641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1341644.250000 Penalty: 4524.160156
	Iteration 71Q: 3 clusters Score -1341644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1341649.000000 Penalty: 4524.160156
	Iteration 72Q: 3 clusters Score -1341649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1341650.750000 Penalty: 4524.160156
	Iteration 73Q: 3 clusters Score -1341651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1341653.625000 Penalty: 4524.160156
	Iteration 74Q: 3 clusters Score -1341654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1341656.875000 Penalty: 4524.160156
	Iteration 75Q: 3 clusters Score -1341657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1341657.250000 Penalty: 4524.160156
	Iteration 76Q: 3 clusters Score -1341657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1341658.625000 Penalty: 4524.160156
	Iteration 77Q: 3 clusters Score -1341659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1341661.375000 Penalty: 4524.160156
	Iteration 78Q: 3 clusters Score -1341661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1341664.125000 Penalty: 4524.160156
	Iteration 79Q: 3 clusters Score -1341664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1341663.875000 Penalty: 4524.160156
	Iteration 80F: 3 clusters Score -1341664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1341664.000000 Penalty: 4524.160156
	Iteration 81Q: 3 clusters Score -1341664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1341664.125000 Penalty: 4524.160156
	Iteration 82Q: 3 clusters Score -1341664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1341664.875000 Penalty: 4524.160156
	Iteration 83Q: 3 clusters Score -1341665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1341665.750000 Penalty: 4524.160156
	Iteration 84Q: 3 clusters Score -1341666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1341667.250000 Penalty: 4524.160156
	Iteration 85Q: 3 clusters Score -1341667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1341665.625000 Penalty: 4524.160156
	Iteration 86Q: 3 clusters Score -1341666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1341668.875000 Penalty: 4524.160156
	Iteration 87Q: 3 clusters Score -1341669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1341668.500000 Penalty: 4524.160156
	Iteration 88Q: 3 clusters Score -1341668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1341672.750000 Penalty: 4524.160156
	Iteration 89Q: 3 clusters Score -1341673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1341673.000000 Penalty: 4524.160156
	Iteration 90Q: 3 clusters Score -1341673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1341674.250000 Penalty: 4524.160156
	Iteration 91Q: 3 clusters Score -1341674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1341675.000000 Penalty: 4524.160156
	Iteration 92Q: 3 clusters Score -1341675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1341676.000000 Penalty: 4524.160156
	Iteration 93Q: 3 clusters Score -1341676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1341677.750000 Penalty: 4524.160156
	Iteration 94Q: 3 clusters Score -1341678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1341675.375000 Penalty: 4524.160156
	Iteration 95Q: 3 clusters Score -1341675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1341672.875000 Penalty: 4524.160156
	Iteration 96Q: 3 clusters Score -1341673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1341672.875000 Penalty: 4524.160156
	Iteration 97F: 3 clusters Score -1341673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1502396.375000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1502396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1494497.500000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1494498 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1496817.125000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1496817 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1497169.750000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1497170 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1497460.125000 Penalty: 4581.446777
	Iteration 3F: 3 clusters Score -1497460 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1497723.000000 Penalty: 4581.446777
	Iteration 4Q: 3 clusters Score -1497723 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1497972.625000 Penalty: 4581.446777
	Iteration 5Q: 3 clusters Score -1497973 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1498252.250000 Penalty: 4581.446777
	Iteration 6Q: 3 clusters Score -1498252 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1498539.875000 Penalty: 4581.446777
	Iteration 7Q: 3 clusters Score -1498540 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1498836.500000 Penalty: 4581.446777
	Iteration 8Q: 3 clusters Score -1498836 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1499118.750000 Penalty: 4581.446777
	Iteration 9Q: 3 clusters Score -1499119 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1499398.000000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1499398 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1499613.250000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1499613 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1499790.500000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1499790 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1499940.625000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1499941 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1500061.125000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1500061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1500169.125000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1500169 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1500268.125000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1500268 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1500339.750000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1500340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1500403.500000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1500404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1500472.875000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1500473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1500540.125000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1500540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1500586.625000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1500587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1500653.750000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1500654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1500708.250000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1500708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1500770.000000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1500770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1500822.500000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1500822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1500879.750000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1500880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1500936.500000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1500936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1500971.750000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1500972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1500993.125000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1500993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1501013.750000 Penalty: 4581.446777
	Iteration 30Q: 3 clusters Score -1501014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1501033.125000 Penalty: 4581.446777
	Iteration 31Q: 3 clusters Score -1501033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1501048.625000 Penalty: 4581.446777
	Iteration 32Q: 3 clusters Score -1501049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1501060.375000 Penalty: 4581.446777
	Iteration 33Q: 3 clusters Score -1501060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1501063.375000 Penalty: 4581.446777
	Iteration 34Q: 3 clusters Score -1501063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1501067.250000 Penalty: 4581.446777
	Iteration 35Q: 3 clusters Score -1501067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1501071.250000 Penalty: 4581.446777
	Iteration 36Q: 3 clusters Score -1501071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1501071.875000 Penalty: 4581.446777
	Iteration 37Q: 3 clusters Score -1501072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1501075.500000 Penalty: 4581.446777
	Iteration 38Q: 3 clusters Score -1501076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1501075.375000 Penalty: 4581.446777
	Iteration 39Q: 3 clusters Score -1501075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1501077.250000 Penalty: 4581.446777
	Iteration 40F: 3 clusters Score -1501077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1501076.000000 Penalty: 4581.446777
	Iteration 41Q: 3 clusters Score -1501076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1501075.125000 Penalty: 4581.446777
	Iteration 42Q: 3 clusters Score -1501075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1501075.125000 Penalty: 4581.446777
	Iteration 43F: 3 clusters Score -1501075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79692 members 
Entering Unmasked Estep 
Score: -11884676.000000 Penalty: 2798.909424
	Iteration 0F: 2 clusters Score -1.188468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -11831328.000000 Penalty: 5597.818848
	Iteration 0F: 3 clusters Score -1.183133e+07 nChanged 37499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -11852608.000000 Penalty: 5597.818848
	Iteration 1F: 3 clusters Score -1.185261e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -11853356.000000 Penalty: 5597.818848
	Iteration 2Q: 3 clusters Score -1.185336e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -11854041.000000 Penalty: 5597.818848
	Iteration 3Q: 3 clusters Score -1.185404e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -11854728.000000 Penalty: 5597.818848
	Iteration 4Q: 3 clusters Score -1.185473e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -11855497.000000 Penalty: 5597.818848
	Iteration 5Q: 3 clusters Score -1.18555e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -11856330.000000 Penalty: 5597.818848
	Iteration 6Q: 3 clusters Score -1.185633e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -11857223.000000 Penalty: 5597.818848
	Iteration 7Q: 3 clusters Score -1.185722e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -11858537.000000 Penalty: 5597.818848
	Iteration 8Q: 3 clusters Score -1.185854e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -11860205.000000 Penalty: 5597.818848
	Iteration 9Q: 3 clusters Score -1.18602e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -11862553.000000 Penalty: 5597.818848
	Iteration 10Q: 3 clusters Score -1.186255e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -11865238.000000 Penalty: 5597.818848
	Iteration 11F: 3 clusters Score -1.186524e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -11867294.000000 Penalty: 5597.818848
	Iteration 12F: 3 clusters Score -1.186729e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -11868372.000000 Penalty: 5597.818848
	Iteration 13Q: 3 clusters Score -1.186837e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -11868736.000000 Penalty: 5597.818848
	Iteration 14Q: 3 clusters Score -1.186874e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -11868921.000000 Penalty: 5597.818848
	Iteration 15Q: 3 clusters Score -1.186892e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -11869052.000000 Penalty: 5597.818848
	Iteration 16Q: 3 clusters Score -1.186905e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -11869140.000000 Penalty: 5597.818848
	Iteration 17Q: 3 clusters Score -1.186914e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -11869229.000000 Penalty: 5597.818848
	Iteration 18Q: 3 clusters Score -1.186923e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -11869350.000000 Penalty: 5597.818848
	Iteration 19Q: 3 clusters Score -1.186935e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -11869470.000000 Penalty: 5597.818848
	Iteration 20F: 3 clusters Score -1.186947e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -11869497.000000 Penalty: 5597.818848
	Iteration 21Q: 3 clusters Score -1.18695e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -11869544.000000 Penalty: 5597.818848
	Iteration 22Q: 3 clusters Score -1.186954e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -11869662.000000 Penalty: 5597.818848
	Iteration 23Q: 3 clusters Score -1.186966e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -11869778.000000 Penalty: 5597.818848
	Iteration 24Q: 3 clusters Score -1.186978e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -11869819.000000 Penalty: 5597.818848
	Iteration 25Q: 3 clusters Score -1.186982e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -11869850.000000 Penalty: 5597.818848
	Iteration 26Q: 3 clusters Score -1.186985e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -11869988.000000 Penalty: 5597.818848
	Iteration 27Q: 3 clusters Score -1.186999e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -11870095.000000 Penalty: 5597.818848
	Iteration 28Q: 3 clusters Score -1.18701e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -11870165.000000 Penalty: 5597.818848
	Iteration 29Q: 3 clusters Score -1.187016e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -11870325.000000 Penalty: 5597.818848
	Iteration 30Q: 3 clusters Score -1.187032e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -11870412.000000 Penalty: 5597.818848
	Iteration 31Q: 3 clusters Score -1.187041e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -11870503.000000 Penalty: 5597.818848
	Iteration 32Q: 3 clusters Score -1.18705e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -11870677.000000 Penalty: 5597.818848
	Iteration 33Q: 3 clusters Score -1.187068e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -11870843.000000 Penalty: 5597.818848
	Iteration 34Q: 3 clusters Score -1.187084e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -11871043.000000 Penalty: 5597.818848
	Iteration 35Q: 3 clusters Score -1.187104e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -11871287.000000 Penalty: 5597.818848
	Iteration 36Q: 3 clusters Score -1.187129e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -11871521.000000 Penalty: 5597.818848
	Iteration 37Q: 3 clusters Score -1.187152e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -11871830.000000 Penalty: 5597.818848
	Iteration 38Q: 3 clusters Score -1.187183e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -11872219.000000 Penalty: 5597.818848
	Iteration 39Q: 3 clusters Score -1.187222e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -11872743.000000 Penalty: 5597.818848
	Iteration 40F: 3 clusters Score -1.187274e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -11873207.000000 Penalty: 5597.818848
	Iteration 41Q: 3 clusters Score -1.187321e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -11873714.000000 Penalty: 5597.818848
	Iteration 42Q: 3 clusters Score -1.187371e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -11874208.000000 Penalty: 5597.818848
	Iteration 43Q: 3 clusters Score -1.187421e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -11874767.000000 Penalty: 5597.818848
	Iteration 44Q: 3 clusters Score -1.187477e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -11875383.000000 Penalty: 5597.818848
	Iteration 45Q: 3 clusters Score -1.187538e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -11876166.000000 Penalty: 5597.818848
	Iteration 46Q: 3 clusters Score -1.187617e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -11876824.000000 Penalty: 5597.818848
	Iteration 47Q: 3 clusters Score -1.187682e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -11877708.000000 Penalty: 5597.818848
	Iteration 48Q: 3 clusters Score -1.187771e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -11878491.000000 Penalty: 5597.818848
	Iteration 49Q: 3 clusters Score -1.187849e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -11879294.000000 Penalty: 5597.818848
	Iteration 50Q: 3 clusters Score -1.187929e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75556 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -11879944.000000 Penalty: 5597.818848
	Iteration 51Q: 3 clusters Score -1.187994e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -11880494.000000 Penalty: 5597.818848
	Iteration 52Q: 3 clusters Score -1.188049e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11880986.000000 Penalty: 5597.818848
	Iteration 53Q: 3 clusters Score -1.188099e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11881355.000000 Penalty: 5597.818848
	Iteration 54Q: 3 clusters Score -1.188136e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11881603.000000 Penalty: 5597.818848
	Iteration 55Q: 3 clusters Score -1.18816e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11881793.000000 Penalty: 5597.818848
	Iteration 56Q: 3 clusters Score -1.188179e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78628 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -11881960.000000 Penalty: 5597.818848
	Iteration 57Q: 3 clusters Score -1.188196e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78776 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11882034.000000 Penalty: 5597.818848
	Iteration 58Q: 3 clusters Score -1.188203e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -11882129.000000 Penalty: 5597.818848
	Iteration 59Q: 3 clusters Score -1.188213e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11882215.000000 Penalty: 5597.818848
	Iteration 60F: 3 clusters Score -1.188222e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79021 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11882295.000000 Penalty: 5597.818848
	Iteration 61Q: 3 clusters Score -1.18823e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11882337.000000 Penalty: 5597.818848
	Iteration 62Q: 3 clusters Score -1.188234e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11882367.000000 Penalty: 5597.818848
	Iteration 63Q: 3 clusters Score -1.188237e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11882396.000000 Penalty: 5597.818848
	Iteration 64Q: 3 clusters Score -1.18824e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11882412.000000 Penalty: 5597.818848
	Iteration 65Q: 3 clusters Score -1.188241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79190 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11882423.000000 Penalty: 5597.818848
	Iteration 66Q: 3 clusters Score -1.188242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11882444.000000 Penalty: 5597.818848
	Iteration 67Q: 3 clusters Score -1.188244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11882456.000000 Penalty: 5597.818848
	Iteration 68Q: 3 clusters Score -1.188246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11882459.000000 Penalty: 5597.818848
	Iteration 69Q: 3 clusters Score -1.188246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11882457.000000 Penalty: 5597.818848
	Iteration 70Q: 3 clusters Score -1.188246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11882450.000000 Penalty: 5597.818848
	Iteration 71Q: 3 clusters Score -1.188245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11882444.000000 Penalty: 5597.818848
	Iteration 72Q: 3 clusters Score -1.188244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11882445.000000 Penalty: 5597.818848
	Iteration 73Q: 3 clusters Score -1.188244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11882451.000000 Penalty: 5597.818848
	Iteration 74Q: 3 clusters Score -1.188245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79244 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11882457.000000 Penalty: 5597.818848
	Iteration 75Q: 3 clusters Score -1.188246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11882470.000000 Penalty: 5597.818848
	Iteration 76Q: 3 clusters Score -1.188247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11882463.000000 Penalty: 5597.818848
	Iteration 77Q: 3 clusters Score -1.188246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11882472.000000 Penalty: 5597.818848
	Iteration 78Q: 3 clusters Score -1.188247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11882462.000000 Penalty: 5597.818848
	Iteration 79Q: 3 clusters Score -1.188246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11882479.000000 Penalty: 5597.818848
	Iteration 80F: 3 clusters Score -1.188248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11882473.000000 Penalty: 5597.818848
	Iteration 81Q: 3 clusters Score -1.188247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11882481.000000 Penalty: 5597.818848
	Iteration 82Q: 3 clusters Score -1.188248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11882475.000000 Penalty: 5597.818848
	Iteration 83Q: 3 clusters Score -1.188248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11882483.000000 Penalty: 5597.818848
	Iteration 84Q: 3 clusters Score -1.188248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11882482.000000 Penalty: 5597.818848
	Iteration 85Q: 3 clusters Score -1.188248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11882482.000000 Penalty: 5597.818848
	Iteration 86Q: 3 clusters Score -1.188248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11882482.000000 Penalty: 5597.818848
	Iteration 87F: 3 clusters Score -1.188248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1773690.125000 Penalty: 2328.987061
	Iteration 0F: 2 clusters Score -1773690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1764711.000000 Penalty: 4657.974121
	Iteration 0F: 3 clusters Score -1764711 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1767322.000000 Penalty: 4657.974121
	Iteration 1F: 3 clusters Score -1767322 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1767626.625000 Penalty: 4657.974121
	Iteration 2F: 3 clusters Score -1767627 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1767828.750000 Penalty: 4657.974121
	Iteration 3Q: 3 clusters Score -1767829 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1768010.250000 Penalty: 4657.974121
	Iteration 4Q: 3 clusters Score -1768010 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1768210.000000 Penalty: 4657.974121
	Iteration 5Q: 3 clusters Score -1768210 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1768519.750000 Penalty: 4657.974121
	Iteration 6Q: 3 clusters Score -1768520 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1768856.250000 Penalty: 4657.974121
	Iteration 7Q: 3 clusters Score -1768856 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1769189.875000 Penalty: 4657.974121
	Iteration 8Q: 3 clusters Score -1769190 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1769484.125000 Penalty: 4657.974121
	Iteration 9Q: 3 clusters Score -1769484 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1769765.125000 Penalty: 4657.974121
	Iteration 10Q: 3 clusters Score -1769765 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1770035.125000 Penalty: 4657.974121
	Iteration 11Q: 3 clusters Score -1770035 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1770305.875000 Penalty: 4657.974121
	Iteration 12Q: 3 clusters Score -1770306 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1770544.125000 Penalty: 4657.974121
	Iteration 13Q: 3 clusters Score -1770544 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1770787.500000 Penalty: 4657.974121
	Iteration 14Q: 3 clusters Score -1770788 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1770979.875000 Penalty: 4657.974121
	Iteration 15Q: 3 clusters Score -1770980 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1771150.250000 Penalty: 4657.974121
	Iteration 16Q: 3 clusters Score -1771150 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1771281.250000 Penalty: 4657.974121
	Iteration 17Q: 3 clusters Score -1771281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1771407.250000 Penalty: 4657.974121
	Iteration 18Q: 3 clusters Score -1771407 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1771518.875000 Penalty: 4657.974121
	Iteration 19Q: 3 clusters Score -1771519 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1771625.750000 Penalty: 4657.974121
	Iteration 20F: 3 clusters Score -1771626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1771705.000000 Penalty: 4657.974121
	Iteration 21Q: 3 clusters Score -1771705 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1771780.125000 Penalty: 4657.974121
	Iteration 22Q: 3 clusters Score -1771780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1771840.125000 Penalty: 4657.974121
	Iteration 23Q: 3 clusters Score -1771840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1771902.875000 Penalty: 4657.974121
	Iteration 24Q: 3 clusters Score -1771903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1771962.375000 Penalty: 4657.974121
	Iteration 25Q: 3 clusters Score -1771962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1772033.375000 Penalty: 4657.974121
	Iteration 26Q: 3 clusters Score -1772033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1772085.625000 Penalty: 4657.974121
	Iteration 27Q: 3 clusters Score -1772086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1772167.875000 Penalty: 4657.974121
	Iteration 28Q: 3 clusters Score -1772168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1772232.625000 Penalty: 4657.974121
	Iteration 29Q: 3 clusters Score -1772233 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1772289.125000 Penalty: 4657.974121
	Iteration 30Q: 3 clusters Score -1772289 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1772338.250000 Penalty: 4657.974121
	Iteration 31Q: 3 clusters Score -1772338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1772357.250000 Penalty: 4657.974121
	Iteration 32Q: 3 clusters Score -1772357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1772371.500000 Penalty: 4657.974121
	Iteration 33Q: 3 clusters Score -1772372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1772381.625000 Penalty: 4657.974121
	Iteration 34Q: 3 clusters Score -1772382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1772384.125000 Penalty: 4657.974121
	Iteration 35Q: 3 clusters Score -1772384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1772392.000000 Penalty: 4657.974121
	Iteration 36Q: 3 clusters Score -1772392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1772396.875000 Penalty: 4657.974121
	Iteration 37Q: 3 clusters Score -1772397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1772398.875000 Penalty: 4657.974121
	Iteration 38Q: 3 clusters Score -1772399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1772401.000000 Penalty: 4657.974121
	Iteration 39Q: 3 clusters Score -1772401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1772403.250000 Penalty: 4657.974121
	Iteration 40F: 3 clusters Score -1772403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1772399.875000 Penalty: 4657.974121
	Iteration 41Q: 3 clusters Score -1772400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1772402.750000 Penalty: 4657.974121
	Iteration 42Q: 3 clusters Score -1772403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1772405.875000 Penalty: 4657.974121
	Iteration 43Q: 3 clusters Score -1772406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1772405.750000 Penalty: 4657.974121
	Iteration 44Q: 3 clusters Score -1772406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1772404.375000 Penalty: 4657.974121
	Iteration 45Q: 3 clusters Score -1772404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1772410.000000 Penalty: 4657.974121
	Iteration 46Q: 3 clusters Score -1772410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1772410.375000 Penalty: 4657.974121
	Iteration 47Q: 3 clusters Score -1772410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1772410.125000 Penalty: 4657.974121
	Iteration 48Q: 3 clusters Score -1772410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1772410.125000 Penalty: 4657.974121
	Iteration 49F: 3 clusters Score -1772410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Entering Unmasked Estep 
Score: -3191087.250000 Penalty: 2488.548828
	Iteration 0F: 2 clusters Score -3191087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3175185.500000 Penalty: 4977.097656
	Iteration 0F: 3 clusters Score -3175186 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3181025.500000 Penalty: 4977.097656
	Iteration 1F: 3 clusters Score -3181026 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3181991.750000 Penalty: 4977.097656
	Iteration 2F: 3 clusters Score -3181992 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3183064.000000 Penalty: 4977.097656
	Iteration 3F: 3 clusters Score -3183064 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -3184137.500000 Penalty: 4977.097656
	Iteration 4F: 3 clusters Score -3184138 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3185201.750000 Penalty: 4977.097656
	Iteration 5F: 3 clusters Score -3185202 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -3186137.500000 Penalty: 4977.097656
	Iteration 6F: 3 clusters Score -3186138 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3186931.750000 Penalty: 4977.097656
	Iteration 7F: 3 clusters Score -3186932 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3187528.750000 Penalty: 4977.097656
	Iteration 8Q: 3 clusters Score -3187529 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -3187916.750000 Penalty: 4977.097656
	Iteration 9Q: 3 clusters Score -3187917 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3188195.750000 Penalty: 4977.097656
	Iteration 10Q: 3 clusters Score -3188196 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3188452.500000 Penalty: 4977.097656
	Iteration 11Q: 3 clusters Score -3188452 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3188667.750000 Penalty: 4977.097656
	Iteration 12Q: 3 clusters Score -3188668 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3188881.750000 Penalty: 4977.097656
	Iteration 13Q: 3 clusters Score -3188882 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -3189059.250000 Penalty: 4977.097656
	Iteration 14Q: 3 clusters Score -3189059 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3189210.500000 Penalty: 4977.097656
	Iteration 15Q: 3 clusters Score -3189210 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3189334.500000 Penalty: 4977.097656
	Iteration 16Q: 3 clusters Score -3189334 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3189444.250000 Penalty: 4977.097656
	Iteration 17Q: 3 clusters Score -3189444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3189523.000000 Penalty: 4977.097656
	Iteration 18Q: 3 clusters Score -3189523 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3189587.000000 Penalty: 4977.097656
	Iteration 19Q: 3 clusters Score -3189587 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3189632.250000 Penalty: 4977.097656
	Iteration 20F: 3 clusters Score -3189632 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3189685.250000 Penalty: 4977.097656
	Iteration 21Q: 3 clusters Score -3189685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3189764.750000 Penalty: 4977.097656
	Iteration 22Q: 3 clusters Score -3189765 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3189824.000000 Penalty: 4977.097656
	Iteration 23Q: 3 clusters Score -3189824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3189894.500000 Penalty: 4977.097656
	Iteration 24Q: 3 clusters Score -3189894 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3189962.750000 Penalty: 4977.097656
	Iteration 25Q: 3 clusters Score -3189963 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3190032.250000 Penalty: 4977.097656
	Iteration 26Q: 3 clusters Score -3190032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3190095.500000 Penalty: 4977.097656
	Iteration 27Q: 3 clusters Score -3190096 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3190154.250000 Penalty: 4977.097656
	Iteration 28Q: 3 clusters Score -3190154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3190202.500000 Penalty: 4977.097656
	Iteration 29Q: 3 clusters Score -3190202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3190230.250000 Penalty: 4977.097656
	Iteration 30Q: 3 clusters Score -3190230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3190255.500000 Penalty: 4977.097656
	Iteration 31Q: 3 clusters Score -3190256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3190262.500000 Penalty: 4977.097656
	Iteration 32Q: 3 clusters Score -3190262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3190263.000000 Penalty: 4977.097656
	Iteration 33Q: 3 clusters Score -3190263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3190262.750000 Penalty: 4977.097656
	Iteration 34Q: 3 clusters Score -3190263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3190262.250000 Penalty: 4977.097656
	Iteration 35Q: 3 clusters Score -3190262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3190265.750000 Penalty: 4977.097656
	Iteration 36Q: 3 clusters Score -3190266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3190270.250000 Penalty: 4977.097656
	Iteration 37Q: 3 clusters Score -3190270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3190275.500000 Penalty: 4977.097656
	Iteration 38Q: 3 clusters Score -3190276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3190282.250000 Penalty: 4977.097656
	Iteration 39Q: 3 clusters Score -3190282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3190282.750000 Penalty: 4977.097656
	Iteration 40F: 3 clusters Score -3190283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3190280.000000 Penalty: 4977.097656
	Iteration 41Q: 3 clusters Score -3190280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3190278.750000 Penalty: 4977.097656
	Iteration 42Q: 3 clusters Score -3190279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3190280.500000 Penalty: 4977.097656
	Iteration 43Q: 3 clusters Score -3190280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3190281.750000 Penalty: 4977.097656
	Iteration 44Q: 3 clusters Score -3190282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3190284.750000 Penalty: 4977.097656
	Iteration 45Q: 3 clusters Score -3190285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3190284.750000 Penalty: 4977.097656
	Iteration 46Q: 3 clusters Score -3190285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3190284.750000 Penalty: 4977.097656
	Iteration 47F: 3 clusters Score -3190285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Entering Unmasked Estep 
Score: -1770909.375000 Penalty: 2327.117188
	Iteration 0F: 2 clusters Score -1770909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1761991.000000 Penalty: 4654.234375
	Iteration 0F: 3 clusters Score -1761991 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1764686.625000 Penalty: 4654.234375
	Iteration 1F: 3 clusters Score -1764687 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1765023.750000 Penalty: 4654.234375
	Iteration 2F: 3 clusters Score -1765024 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1765315.375000 Penalty: 4654.234375
	Iteration 3F: 3 clusters Score -1765315 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1765588.125000 Penalty: 4654.234375
	Iteration 4Q: 3 clusters Score -1765588 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1765828.875000 Penalty: 4654.234375
	Iteration 5Q: 3 clusters Score -1765829 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1766015.625000 Penalty: 4654.234375
	Iteration 6Q: 3 clusters Score -1766016 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1766186.000000 Penalty: 4654.234375
	Iteration 7Q: 3 clusters Score -1766186 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1766339.000000 Penalty: 4654.234375
	Iteration 8Q: 3 clusters Score -1766339 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1766489.375000 Penalty: 4654.234375
	Iteration 9Q: 3 clusters Score -1766489 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1766649.000000 Penalty: 4654.234375
	Iteration 10Q: 3 clusters Score -1766649 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1766838.250000 Penalty: 4654.234375
	Iteration 11Q: 3 clusters Score -1766838 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1767055.500000 Penalty: 4654.234375
	Iteration 12Q: 3 clusters Score -1767056 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1767263.625000 Penalty: 4654.234375
	Iteration 13Q: 3 clusters Score -1767264 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1767493.875000 Penalty: 4654.234375
	Iteration 14Q: 3 clusters Score -1767494 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1767733.625000 Penalty: 4654.234375
	Iteration 15Q: 3 clusters Score -1767734 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1768004.000000 Penalty: 4654.234375
	Iteration 16Q: 3 clusters Score -1768004 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1768254.625000 Penalty: 4654.234375
	Iteration 17Q: 3 clusters Score -1768255 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1768437.625000 Penalty: 4654.234375
	Iteration 18Q: 3 clusters Score -1768438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1768580.375000 Penalty: 4654.234375
	Iteration 19Q: 3 clusters Score -1768580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1768691.000000 Penalty: 4654.234375
	Iteration 20F: 3 clusters Score -1768691 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1768766.750000 Penalty: 4654.234375
	Iteration 21Q: 3 clusters Score -1768767 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1768833.875000 Penalty: 4654.234375
	Iteration 22Q: 3 clusters Score -1768834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1768870.000000 Penalty: 4654.234375
	Iteration 23Q: 3 clusters Score -1768870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1768893.125000 Penalty: 4654.234375
	Iteration 24Q: 3 clusters Score -1768893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1768901.000000 Penalty: 4654.234375
	Iteration 25Q: 3 clusters Score -1768901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1768912.500000 Penalty: 4654.234375
	Iteration 26Q: 3 clusters Score -1768912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1768915.750000 Penalty: 4654.234375
	Iteration 27Q: 3 clusters Score -1768916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1768917.750000 Penalty: 4654.234375
	Iteration 28Q: 3 clusters Score -1768918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1768924.625000 Penalty: 4654.234375
	Iteration 29Q: 3 clusters Score -1768925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1768928.500000 Penalty: 4654.234375
	Iteration 30Q: 3 clusters Score -1768928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1768930.875000 Penalty: 4654.234375
	Iteration 31Q: 3 clusters Score -1768931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1768930.875000 Penalty: 4654.234375
	Iteration 32F: 3 clusters Score -1768931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -251979.546875 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -251979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -249563.843750 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -249563.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -250035.234375 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -250035.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250220.343750 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -250220.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -250365.000000 Penalty: 3698.114990
	Iteration 3F: 3 clusters Score -250365 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -250541.250000 Penalty: 3698.114990
	Iteration 4F: 3 clusters Score -250541.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -250718.437500 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -250718.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250845.859375 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -250845.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -250920.140625 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -250920.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -250965.468750 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -250965.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -251007.218750 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -251007.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -251037.250000 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -251037.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -251064.140625 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -251064.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -251077.718750 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -251077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -251086.828125 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -251086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -251098.000000 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -251098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -251105.578125 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -251105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -251112.218750 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -251112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -251119.328125 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -251119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251121.187500 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -251121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -251126.234375 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -251126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251128.625000 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -251128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251134.687500 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -251134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251139.468750 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -251139.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -251142.984375 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -251143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -251146.484375 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -251146.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251152.468750 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -251152.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251160.875000 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -251160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -251162.500000 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -251162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -251162.937500 Penalty: 3698.114990
	Iteration 28Q: 3 clusters Score -251162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251163.421875 Penalty: 3698.114990
	Iteration 29Q: 3 clusters Score -251163.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -251163.421875 Penalty: 3698.114990
	Iteration 30F: 3 clusters Score -251163.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Entering Unmasked Estep 
Score: -1617598.875000 Penalty: 2303.732422
	Iteration 0F: 2 clusters Score -1617599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1609469.750000 Penalty: 4607.464844
	Iteration 0F: 3 clusters Score -1609470 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1612180.500000 Penalty: 4607.464844
	Iteration 1F: 3 clusters Score -1612180 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1612694.375000 Penalty: 4607.464844
	Iteration 2F: 3 clusters Score -1612694 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1613036.375000 Penalty: 4607.464844
	Iteration 3F: 3 clusters Score -1613036 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1613293.125000 Penalty: 4607.464844
	Iteration 4F: 3 clusters Score -1613293 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1613529.625000 Penalty: 4607.464844
	Iteration 5Q: 3 clusters Score -1613530 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1613756.500000 Penalty: 4607.464844
	Iteration 6Q: 3 clusters Score -1613756 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1613969.875000 Penalty: 4607.464844
	Iteration 7Q: 3 clusters Score -1613970 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1614209.625000 Penalty: 4607.464844
	Iteration 8Q: 3 clusters Score -1614210 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1614467.750000 Penalty: 4607.464844
	Iteration 9Q: 3 clusters Score -1614468 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1614785.750000 Penalty: 4607.464844
	Iteration 10Q: 3 clusters Score -1614786 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1615116.250000 Penalty: 4607.464844
	Iteration 11Q: 3 clusters Score -1615116 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1615416.625000 Penalty: 4607.464844
	Iteration 12Q: 3 clusters Score -1615417 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1615668.625000 Penalty: 4607.464844
	Iteration 13Q: 3 clusters Score -1615669 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1615898.500000 Penalty: 4607.464844
	Iteration 14Q: 3 clusters Score -1615898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1616081.625000 Penalty: 4607.464844
	Iteration 15Q: 3 clusters Score -1616082 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1616224.000000 Penalty: 4607.464844
	Iteration 16Q: 3 clusters Score -1616224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1616330.625000 Penalty: 4607.464844
	Iteration 17Q: 3 clusters Score -1616331 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1616434.000000 Penalty: 4607.464844
	Iteration 18Q: 3 clusters Score -1616434 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1616494.750000 Penalty: 4607.464844
	Iteration 19Q: 3 clusters Score -1616495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1616550.500000 Penalty: 4607.464844
	Iteration 20F: 3 clusters Score -1616550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1616595.750000 Penalty: 4607.464844
	Iteration 21Q: 3 clusters Score -1616596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1616629.125000 Penalty: 4607.464844
	Iteration 22Q: 3 clusters Score -1616629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1616647.500000 Penalty: 4607.464844
	Iteration 23Q: 3 clusters Score -1616648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1616664.875000 Penalty: 4607.464844
	Iteration 24Q: 3 clusters Score -1616665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1616680.750000 Penalty: 4607.464844
	Iteration 25Q: 3 clusters Score -1616681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1616700.500000 Penalty: 4607.464844
	Iteration 26Q: 3 clusters Score -1616700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1616702.875000 Penalty: 4607.464844
	Iteration 27Q: 3 clusters Score -1616703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1616707.500000 Penalty: 4607.464844
	Iteration 28Q: 3 clusters Score -1616708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1616713.250000 Penalty: 4607.464844
	Iteration 29Q: 3 clusters Score -1616713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1616715.125000 Penalty: 4607.464844
	Iteration 30Q: 3 clusters Score -1616715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1616715.125000 Penalty: 4607.464844
	Iteration 31F: 3 clusters Score -1616715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109171.781250 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -109171.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109928.000000 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110346.921875 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -110346.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110569.765625 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -110569.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110658.843750 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -110658.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110681.382812 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110703.187500 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110714.164062 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110716.851562 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110717.609375 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110717.609375 Penalty: 3376.187500
	Iteration 10F: 3 clusters Score -110717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68828 members 
Mstep: Class 5 contains 61200 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95613 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79692 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22799 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 294 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30989 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11448 members 
Mstep: Class 34 contains 18385 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36886 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9214 members 
Mstep: Class 48 contains 610 members 
Entering Unmasked Estep 
Score: -115061424.000000 Penalty: 161847.281250
Splitting cluster 25 changes total score from -115062760.000000 to -115061424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (30119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Entering Unmasked Estep 
Score: -4497042.500000 Penalty: 2557.602051
	Iteration 0F: 2 clusters Score -4497042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4476537.000000 Penalty: 5115.204102
	Iteration 0F: 3 clusters Score -4476537 nChanged 13551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4483852.500000 Penalty: 5115.204102
	Iteration 1F: 3 clusters Score -4483852 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4484445.000000 Penalty: 5115.204102
	Iteration 2F: 3 clusters Score -4484445 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -4485100.000000 Penalty: 5115.204102
	Iteration 3Q: 3 clusters Score -4485100 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -4485892.000000 Penalty: 5115.204102
	Iteration 4Q: 3 clusters Score -4485892 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4486798.000000 Penalty: 5115.204102
	Iteration 5F: 3 clusters Score -4486798 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -4487841.000000 Penalty: 5115.204102
	Iteration 6F: 3 clusters Score -4487841 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -4489005.000000 Penalty: 5115.204102
	Iteration 7F: 3 clusters Score -4489005 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -4490282.000000 Penalty: 5115.204102
	Iteration 8F: 3 clusters Score -4490282 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4491271.000000 Penalty: 5115.204102
	Iteration 9Q: 3 clusters Score -4491271 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -4492033.500000 Penalty: 5115.204102
	Iteration 10Q: 3 clusters Score -4492034 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4492524.500000 Penalty: 5115.204102
	Iteration 11Q: 3 clusters Score -4492524 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4492896.500000 Penalty: 5115.204102
	Iteration 12Q: 3 clusters Score -4492896 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -4493158.000000 Penalty: 5115.204102
	Iteration 13Q: 3 clusters Score -4493158 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4493355.500000 Penalty: 5115.204102
	Iteration 14Q: 3 clusters Score -4493356 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4493542.000000 Penalty: 5115.204102
	Iteration 15Q: 3 clusters Score -4493542 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4493676.000000 Penalty: 5115.204102
	Iteration 16Q: 3 clusters Score -4493676 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4493769.500000 Penalty: 5115.204102
	Iteration 17Q: 3 clusters Score -4493770 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4493874.500000 Penalty: 5115.204102
	Iteration 18Q: 3 clusters Score -4493874 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4493985.500000 Penalty: 5115.204102
	Iteration 19Q: 3 clusters Score -4493986 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4494100.500000 Penalty: 5115.204102
	Iteration 20F: 3 clusters Score -4494100 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4494215.000000 Penalty: 5115.204102
	Iteration 21Q: 3 clusters Score -4494215 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4494298.500000 Penalty: 5115.204102
	Iteration 22Q: 3 clusters Score -4494298 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4494363.000000 Penalty: 5115.204102
	Iteration 23Q: 3 clusters Score -4494363 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4494430.500000 Penalty: 5115.204102
	Iteration 24Q: 3 clusters Score -4494430 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4494496.000000 Penalty: 5115.204102
	Iteration 25Q: 3 clusters Score -4494496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4494548.500000 Penalty: 5115.204102
	Iteration 26Q: 3 clusters Score -4494548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4494583.000000 Penalty: 5115.204102
	Iteration 27Q: 3 clusters Score -4494583 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4494612.000000 Penalty: 5115.204102
	Iteration 28Q: 3 clusters Score -4494612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4494646.500000 Penalty: 5115.204102
	Iteration 29Q: 3 clusters Score -4494646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4494673.500000 Penalty: 5115.204102
	Iteration 30Q: 3 clusters Score -4494674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4494699.500000 Penalty: 5115.204102
	Iteration 31Q: 3 clusters Score -4494700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4494727.000000 Penalty: 5115.204102
	Iteration 32Q: 3 clusters Score -4494727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4494751.000000 Penalty: 5115.204102
	Iteration 33Q: 3 clusters Score -4494751 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4494769.000000 Penalty: 5115.204102
	Iteration 34Q: 3 clusters Score -4494769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4494790.500000 Penalty: 5115.204102
	Iteration 35Q: 3 clusters Score -4494790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4494808.500000 Penalty: 5115.204102
	Iteration 36Q: 3 clusters Score -4494808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4494818.500000 Penalty: 5115.204102
	Iteration 37Q: 3 clusters Score -4494818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4494819.500000 Penalty: 5115.204102
	Iteration 38Q: 3 clusters Score -4494820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4494829.500000 Penalty: 5115.204102
	Iteration 39Q: 3 clusters Score -4494830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4494833.000000 Penalty: 5115.204102
	Iteration 40F: 3 clusters Score -4494833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4494838.500000 Penalty: 5115.204102
	Iteration 41Q: 3 clusters Score -4494838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4494845.000000 Penalty: 5115.204102
	Iteration 42Q: 3 clusters Score -4494845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4494852.000000 Penalty: 5115.204102
	Iteration 43Q: 3 clusters Score -4494852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4494853.000000 Penalty: 5115.204102
	Iteration 44Q: 3 clusters Score -4494853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4494853.500000 Penalty: 5115.204102
	Iteration 45Q: 3 clusters Score -4494854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4494855.000000 Penalty: 5115.204102
	Iteration 46Q: 3 clusters Score -4494855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4494870.500000 Penalty: 5115.204102
	Iteration 47Q: 3 clusters Score -4494870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4494873.000000 Penalty: 5115.204102
	Iteration 48Q: 3 clusters Score -4494873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4494877.000000 Penalty: 5115.204102
	Iteration 49Q: 3 clusters Score -4494877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4494885.000000 Penalty: 5115.204102
	Iteration 50Q: 3 clusters Score -4494885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4494883.500000 Penalty: 5115.204102
	Iteration 51Q: 3 clusters Score -4494884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4494881.000000 Penalty: 5115.204102
	Iteration 52Q: 3 clusters Score -4494881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4494881.500000 Penalty: 5115.204102
	Iteration 53Q: 3 clusters Score -4494882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4494881.500000 Penalty: 5115.204102
	Iteration 54Q: 3 clusters Score -4494882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4494883.500000 Penalty: 5115.204102
	Iteration 55Q: 3 clusters Score -4494884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4494889.500000 Penalty: 5115.204102
	Iteration 56Q: 3 clusters Score -4494890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4494887.500000 Penalty: 5115.204102
	Iteration 57Q: 3 clusters Score -4494888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4494882.500000 Penalty: 5115.204102
	Iteration 58Q: 3 clusters Score -4494882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4494886.500000 Penalty: 5115.204102
	Iteration 59Q: 3 clusters Score -4494886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4494896.000000 Penalty: 5115.204102
	Iteration 60F: 3 clusters Score -4494896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4494893.500000 Penalty: 5115.204102
	Iteration 61Q: 3 clusters Score -4494894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4494893.000000 Penalty: 5115.204102
	Iteration 62Q: 3 clusters Score -4494893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4494894.500000 Penalty: 5115.204102
	Iteration 63Q: 3 clusters Score -4494894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4494892.000000 Penalty: 5115.204102
	Iteration 64Q: 3 clusters Score -4494892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4494892.500000 Penalty: 5115.204102
	Iteration 65Q: 3 clusters Score -4494892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4494903.500000 Penalty: 5115.204102
	Iteration 66Q: 3 clusters Score -4494904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4494903.000000 Penalty: 5115.204102
	Iteration 67Q: 3 clusters Score -4494903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4494904.000000 Penalty: 5115.204102
	Iteration 68Q: 3 clusters Score -4494904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4494906.000000 Penalty: 5115.204102
	Iteration 69Q: 3 clusters Score -4494906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4494904.000000 Penalty: 5115.204102
	Iteration 70Q: 3 clusters Score -4494904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4494903.500000 Penalty: 5115.204102
	Iteration 71Q: 3 clusters Score -4494904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4494903.500000 Penalty: 5115.204102
	Iteration 72Q: 3 clusters Score -4494904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4494902.500000 Penalty: 5115.204102
	Iteration 73Q: 3 clusters Score -4494902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4494901.500000 Penalty: 5115.204102
	Iteration 74Q: 3 clusters Score -4494902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4494901.500000 Penalty: 5115.204102
	Iteration 75F: 3 clusters Score -4494902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -414886.125000 Penalty: 1999.405151
	Iteration 0F: 2 clusters Score -414886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -411576.906250 Penalty: 3998.810303
	Iteration 0F: 3 clusters Score -411576.9 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -412411.406250 Penalty: 3998.810303
	Iteration 1F: 3 clusters Score -412411.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -412747.750000 Penalty: 3998.810303
	Iteration 2F: 3 clusters Score -412747.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -413047.000000 Penalty: 3998.810303
	Iteration 3F: 3 clusters Score -413047 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -413284.281250 Penalty: 3998.810303
	Iteration 4F: 3 clusters Score -413284.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -413494.750000 Penalty: 3998.810303
	Iteration 5F: 3 clusters Score -413494.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413644.031250 Penalty: 3998.810303
	Iteration 6Q: 3 clusters Score -413644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -413718.906250 Penalty: 3998.810303
	Iteration 7Q: 3 clusters Score -413718.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -413774.843750 Penalty: 3998.810303
	Iteration 8Q: 3 clusters Score -413774.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -413816.437500 Penalty: 3998.810303
	Iteration 9Q: 3 clusters Score -413816.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -413857.281250 Penalty: 3998.810303
	Iteration 10Q: 3 clusters Score -413857.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -413889.000000 Penalty: 3998.810303
	Iteration 11Q: 3 clusters Score -413889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -413912.093750 Penalty: 3998.810303
	Iteration 12Q: 3 clusters Score -413912.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -413931.687500 Penalty: 3998.810303
	Iteration 13Q: 3 clusters Score -413931.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -413946.781250 Penalty: 3998.810303
	Iteration 14Q: 3 clusters Score -413946.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -413961.281250 Penalty: 3998.810303
	Iteration 15Q: 3 clusters Score -413961.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -413971.125000 Penalty: 3998.810303
	Iteration 16Q: 3 clusters Score -413971.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -413982.093750 Penalty: 3998.810303
	Iteration 17Q: 3 clusters Score -413982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -413991.343750 Penalty: 3998.810303
	Iteration 18Q: 3 clusters Score -413991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -413997.687500 Penalty: 3998.810303
	Iteration 19Q: 3 clusters Score -413997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -414002.031250 Penalty: 3998.810303
	Iteration 20F: 3 clusters Score -414002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -414007.656250 Penalty: 3998.810303
	Iteration 21Q: 3 clusters Score -414007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -414012.687500 Penalty: 3998.810303
	Iteration 22Q: 3 clusters Score -414012.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -414016.031250 Penalty: 3998.810303
	Iteration 23Q: 3 clusters Score -414016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -414017.093750 Penalty: 3998.810303
	Iteration 24Q: 3 clusters Score -414017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -414017.000000 Penalty: 3998.810303
	Iteration 25Q: 3 clusters Score -414017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -414017.406250 Penalty: 3998.810303
	Iteration 26Q: 3 clusters Score -414017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -414018.156250 Penalty: 3998.810303
	Iteration 27Q: 3 clusters Score -414018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -414018.156250 Penalty: 3998.810303
	Iteration 28F: 3 clusters Score -414018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Entering Unmasked Estep 
Score: -4622429.000000 Penalty: 2564.664062
	Iteration 0F: 2 clusters Score -4622429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -4601188.500000 Penalty: 5129.328125
	Iteration 0F: 3 clusters Score -4601188 nChanged 14094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -4608779.000000 Penalty: 5129.328125
	Iteration 1F: 3 clusters Score -4608779 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -4609216.000000 Penalty: 5129.328125
	Iteration 2Q: 3 clusters Score -4609216 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4609579.500000 Penalty: 5129.328125
	Iteration 3Q: 3 clusters Score -4609580 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -4610010.500000 Penalty: 5129.328125
	Iteration 4Q: 3 clusters Score -4610010 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4610567.000000 Penalty: 5129.328125
	Iteration 5Q: 3 clusters Score -4610567 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4611134.500000 Penalty: 5129.328125
	Iteration 6Q: 3 clusters Score -4611134 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4611904.500000 Penalty: 5129.328125
	Iteration 7Q: 3 clusters Score -4611904 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4612765.000000 Penalty: 5129.328125
	Iteration 8Q: 3 clusters Score -4612765 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4613672.000000 Penalty: 5129.328125
	Iteration 9F: 3 clusters Score -4613672 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4614690.000000 Penalty: 5129.328125
	Iteration 10Q: 3 clusters Score -4614690 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4615701.500000 Penalty: 5129.328125
	Iteration 11Q: 3 clusters Score -4615702 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -4616507.500000 Penalty: 5129.328125
	Iteration 12Q: 3 clusters Score -4616508 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -4617168.500000 Penalty: 5129.328125
	Iteration 13Q: 3 clusters Score -4617168 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -4617660.500000 Penalty: 5129.328125
	Iteration 14Q: 3 clusters Score -4617660 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4618031.000000 Penalty: 5129.328125
	Iteration 15Q: 3 clusters Score -4618031 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4618313.000000 Penalty: 5129.328125
	Iteration 16Q: 3 clusters Score -4618313 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4618555.500000 Penalty: 5129.328125
	Iteration 17Q: 3 clusters Score -4618556 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4618808.000000 Penalty: 5129.328125
	Iteration 18Q: 3 clusters Score -4618808 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -4619030.000000 Penalty: 5129.328125
	Iteration 19Q: 3 clusters Score -4619030 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4619193.500000 Penalty: 5129.328125
	Iteration 20F: 3 clusters Score -4619194 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4619323.000000 Penalty: 5129.328125
	Iteration 21Q: 3 clusters Score -4619323 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4619414.000000 Penalty: 5129.328125
	Iteration 22Q: 3 clusters Score -4619414 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -4619476.500000 Penalty: 5129.328125
	Iteration 23Q: 3 clusters Score -4619476 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4619547.000000 Penalty: 5129.328125
	Iteration 24Q: 3 clusters Score -4619547 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -4619617.000000 Penalty: 5129.328125
	Iteration 25Q: 3 clusters Score -4619617 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4619642.000000 Penalty: 5129.328125
	Iteration 26Q: 3 clusters Score -4619642 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -4619676.500000 Penalty: 5129.328125
	Iteration 27Q: 3 clusters Score -4619676 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -4619698.000000 Penalty: 5129.328125
	Iteration 28Q: 3 clusters Score -4619698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4619701.000000 Penalty: 5129.328125
	Iteration 29Q: 3 clusters Score -4619701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4619727.000000 Penalty: 5129.328125
	Iteration 30Q: 3 clusters Score -4619727 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4619760.000000 Penalty: 5129.328125
	Iteration 31Q: 3 clusters Score -4619760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4619779.500000 Penalty: 5129.328125
	Iteration 32Q: 3 clusters Score -4619780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4619795.000000 Penalty: 5129.328125
	Iteration 33Q: 3 clusters Score -4619795 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -4619813.500000 Penalty: 5129.328125
	Iteration 34Q: 3 clusters Score -4619814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4619827.000000 Penalty: 5129.328125
	Iteration 35Q: 3 clusters Score -4619827 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4619852.500000 Penalty: 5129.328125
	Iteration 36Q: 3 clusters Score -4619852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4619864.000000 Penalty: 5129.328125
	Iteration 37Q: 3 clusters Score -4619864 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4619888.000000 Penalty: 5129.328125
	Iteration 38Q: 3 clusters Score -4619888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4619907.500000 Penalty: 5129.328125
	Iteration 39Q: 3 clusters Score -4619908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -4619919.500000 Penalty: 5129.328125
	Iteration 40F: 3 clusters Score -4619920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -4619954.500000 Penalty: 5129.328125
	Iteration 41Q: 3 clusters Score -4619954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4619962.500000 Penalty: 5129.328125
	Iteration 42Q: 3 clusters Score -4619962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4619988.000000 Penalty: 5129.328125
	Iteration 43Q: 3 clusters Score -4619988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4620017.000000 Penalty: 5129.328125
	Iteration 44Q: 3 clusters Score -4620017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -4620027.500000 Penalty: 5129.328125
	Iteration 45Q: 3 clusters Score -4620028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4620041.000000 Penalty: 5129.328125
	Iteration 46Q: 3 clusters Score -4620041 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4620057.500000 Penalty: 5129.328125
	Iteration 47Q: 3 clusters Score -4620058 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -4620083.000000 Penalty: 5129.328125
	Iteration 48Q: 3 clusters Score -4620083 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4620092.000000 Penalty: 5129.328125
	Iteration 49Q: 3 clusters Score -4620092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -4620112.500000 Penalty: 5129.328125
	Iteration 50Q: 3 clusters Score -4620112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -4620136.000000 Penalty: 5129.328125
	Iteration 51Q: 3 clusters Score -4620136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -4620153.000000 Penalty: 5129.328125
	Iteration 52Q: 3 clusters Score -4620153 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -4620180.000000 Penalty: 5129.328125
	Iteration 53Q: 3 clusters Score -4620180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -4620197.500000 Penalty: 5129.328125
	Iteration 54Q: 3 clusters Score -4620198 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -4620241.500000 Penalty: 5129.328125
	Iteration 55Q: 3 clusters Score -4620242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -4620261.500000 Penalty: 5129.328125
	Iteration 56Q: 3 clusters Score -4620262 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -4620276.000000 Penalty: 5129.328125
	Iteration 57Q: 3 clusters Score -4620276 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4620300.500000 Penalty: 5129.328125
	Iteration 58Q: 3 clusters Score -4620300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4620316.500000 Penalty: 5129.328125
	Iteration 59Q: 3 clusters Score -4620316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4620335.500000 Penalty: 5129.328125
	Iteration 60F: 3 clusters Score -4620336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4620362.500000 Penalty: 5129.328125
	Iteration 61Q: 3 clusters Score -4620362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -4620356.500000 Penalty: 5129.328125
	Iteration 62Q: 3 clusters Score -4620356 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4620382.500000 Penalty: 5129.328125
	Iteration 63Q: 3 clusters Score -4620382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -4620386.000000 Penalty: 5129.328125
	Iteration 64Q: 3 clusters Score -4620386 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4620411.000000 Penalty: 5129.328125
	Iteration 65Q: 3 clusters Score -4620411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4620434.500000 Penalty: 5129.328125
	Iteration 66Q: 3 clusters Score -4620434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -4620455.500000 Penalty: 5129.328125
	Iteration 67Q: 3 clusters Score -4620456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4620459.500000 Penalty: 5129.328125
	Iteration 68Q: 3 clusters Score -4620460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4620480.500000 Penalty: 5129.328125
	Iteration 69Q: 3 clusters Score -4620480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4620495.500000 Penalty: 5129.328125
	Iteration 70Q: 3 clusters Score -4620496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4620502.000000 Penalty: 5129.328125
	Iteration 71Q: 3 clusters Score -4620502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -4620508.000000 Penalty: 5129.328125
	Iteration 72Q: 3 clusters Score -4620508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4620530.500000 Penalty: 5129.328125
	Iteration 73Q: 3 clusters Score -4620530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4620547.000000 Penalty: 5129.328125
	Iteration 74Q: 3 clusters Score -4620547 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -4620563.500000 Penalty: 5129.328125
	Iteration 75Q: 3 clusters Score -4620564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -4620595.000000 Penalty: 5129.328125
	Iteration 76Q: 3 clusters Score -4620595 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4620603.500000 Penalty: 5129.328125
	Iteration 77Q: 3 clusters Score -4620604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4620605.500000 Penalty: 5129.328125
	Iteration 78Q: 3 clusters Score -4620606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4620617.000000 Penalty: 5129.328125
	Iteration 79Q: 3 clusters Score -4620617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4620629.500000 Penalty: 5129.328125
	Iteration 80F: 3 clusters Score -4620630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4620634.000000 Penalty: 5129.328125
	Iteration 81Q: 3 clusters Score -4620634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -4620637.500000 Penalty: 5129.328125
	Iteration 82Q: 3 clusters Score -4620638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4620643.000000 Penalty: 5129.328125
	Iteration 83Q: 3 clusters Score -4620643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4620651.500000 Penalty: 5129.328125
	Iteration 84Q: 3 clusters Score -4620652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4620653.000000 Penalty: 5129.328125
	Iteration 85Q: 3 clusters Score -4620653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4620667.500000 Penalty: 5129.328125
	Iteration 86Q: 3 clusters Score -4620668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -4620667.500000 Penalty: 5129.328125
	Iteration 87Q: 3 clusters Score -4620668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4620677.000000 Penalty: 5129.328125
	Iteration 88Q: 3 clusters Score -4620677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4620690.000000 Penalty: 5129.328125
	Iteration 89Q: 3 clusters Score -4620690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4620690.500000 Penalty: 5129.328125
	Iteration 90Q: 3 clusters Score -4620690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4620703.500000 Penalty: 5129.328125
	Iteration 91Q: 3 clusters Score -4620704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4620709.000000 Penalty: 5129.328125
	Iteration 92Q: 3 clusters Score -4620709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -4620717.500000 Penalty: 5129.328125
	Iteration 93Q: 3 clusters Score -4620718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4620722.000000 Penalty: 5129.328125
	Iteration 94Q: 3 clusters Score -4620722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4620722.500000 Penalty: 5129.328125
	Iteration 95Q: 3 clusters Score -4620722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -4620731.500000 Penalty: 5129.328125
	Iteration 96Q: 3 clusters Score -4620732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4620733.000000 Penalty: 5129.328125
	Iteration 97Q: 3 clusters Score -4620733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4620731.000000 Penalty: 5129.328125
	Iteration 98Q: 3 clusters Score -4620731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -4620734.000000 Penalty: 5129.328125
	Iteration 99Q: 3 clusters Score -4620734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -4620741.500000 Penalty: 5129.328125
	Iteration 100F: 3 clusters Score -4620742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4620745.500000 Penalty: 5129.328125
	Iteration 101Q: 3 clusters Score -4620746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4620751.500000 Penalty: 5129.328125
	Iteration 102Q: 3 clusters Score -4620752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4620756.000000 Penalty: 5129.328125
	Iteration 103Q: 3 clusters Score -4620756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -4620750.500000 Penalty: 5129.328125
	Iteration 104Q: 3 clusters Score -4620750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -4620755.500000 Penalty: 5129.328125
	Iteration 105Q: 3 clusters Score -4620756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -4620750.500000 Penalty: 5129.328125
	Iteration 106Q: 3 clusters Score -4620750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -4620750.000000 Penalty: 5129.328125
	Iteration 107Q: 3 clusters Score -4620750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4620757.000000 Penalty: 5129.328125
	Iteration 108Q: 3 clusters Score -4620757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4620759.000000 Penalty: 5129.328125
	Iteration 109Q: 3 clusters Score -4620759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4620754.500000 Penalty: 5129.328125
	Iteration 110Q: 3 clusters Score -4620754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4620757.500000 Penalty: 5129.328125
	Iteration 111Q: 3 clusters Score -4620758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4620765.000000 Penalty: 5129.328125
	Iteration 112Q: 3 clusters Score -4620765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4620764.000000 Penalty: 5129.328125
	Iteration 113Q: 3 clusters Score -4620764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4620766.000000 Penalty: 5129.328125
	Iteration 114Q: 3 clusters Score -4620766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4620767.500000 Penalty: 5129.328125
	Iteration 115Q: 3 clusters Score -4620768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4620766.000000 Penalty: 5129.328125
	Iteration 116Q: 3 clusters Score -4620766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4620766.500000 Penalty: 5129.328125
	Iteration 117Q: 3 clusters Score -4620766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4620770.000000 Penalty: 5129.328125
	Iteration 118Q: 3 clusters Score -4620770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -4620769.000000 Penalty: 5129.328125
	Iteration 119Q: 3 clusters Score -4620769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4620772.000000 Penalty: 5129.328125
	Iteration 120F: 3 clusters Score -4620772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4620769.500000 Penalty: 5129.328125
	Iteration 121Q: 3 clusters Score -4620770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -4620762.500000 Penalty: 5129.328125
	Iteration 122Q: 3 clusters Score -4620762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -4620763.500000 Penalty: 5129.328125
	Iteration 123Q: 3 clusters Score -4620764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4620765.500000 Penalty: 5129.328125
	Iteration 124Q: 3 clusters Score -4620766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4620765.500000 Penalty: 5129.328125
	Iteration 125F: 3 clusters Score -4620766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -212047.546875 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -212047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -209804.421875 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -209804.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -210163.468750 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -210163.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -210260.734375 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -210260.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -210305.671875 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -210305.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -210330.546875 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -210330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210343.609375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -210343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210350.984375 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -210351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210355.500000 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -210355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210357.250000 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -210357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -210359.031250 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -210359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -210359.843750 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -210359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210362.593750 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -210362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210367.765625 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -210367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -210372.609375 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -210372.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210377.546875 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -210377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -210381.890625 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -210381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210386.609375 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -210386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -210391.359375 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -210391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -210391.609375 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -210391.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -210391.609375 Penalty: 3616.999268
	Iteration 19F: 3 clusters Score -210391.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Entering Unmasked Estep 
Score: -1779290.500000 Penalty: 2327.304688
	Iteration 0F: 2 clusters Score -1779290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1770427.625000 Penalty: 4654.609375
	Iteration 0F: 3 clusters Score -1770428 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1773111.500000 Penalty: 4654.609375
	Iteration 1F: 3 clusters Score -1773112 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1773379.250000 Penalty: 4654.609375
	Iteration 2F: 3 clusters Score -1773379 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1773565.125000 Penalty: 4654.609375
	Iteration 3Q: 3 clusters Score -1773565 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1773699.500000 Penalty: 4654.609375
	Iteration 4Q: 3 clusters Score -1773700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1773821.000000 Penalty: 4654.609375
	Iteration 5Q: 3 clusters Score -1773821 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1773956.375000 Penalty: 4654.609375
	Iteration 6Q: 3 clusters Score -1773956 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1774112.250000 Penalty: 4654.609375
	Iteration 7Q: 3 clusters Score -1774112 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1774273.250000 Penalty: 4654.609375
	Iteration 8Q: 3 clusters Score -1774273 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1774438.625000 Penalty: 4654.609375
	Iteration 9Q: 3 clusters Score -1774439 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1774644.500000 Penalty: 4654.609375
	Iteration 10Q: 3 clusters Score -1774644 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1774891.500000 Penalty: 4654.609375
	Iteration 11Q: 3 clusters Score -1774892 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1775216.750000 Penalty: 4654.609375
	Iteration 12Q: 3 clusters Score -1775217 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1775557.625000 Penalty: 4654.609375
	Iteration 13Q: 3 clusters Score -1775558 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1775926.875000 Penalty: 4654.609375
	Iteration 14Q: 3 clusters Score -1775927 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1776299.500000 Penalty: 4654.609375
	Iteration 15Q: 3 clusters Score -1776300 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1776570.125000 Penalty: 4654.609375
	Iteration 16Q: 3 clusters Score -1776570 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1776767.000000 Penalty: 4654.609375
	Iteration 17Q: 3 clusters Score -1776767 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1776907.000000 Penalty: 4654.609375
	Iteration 18Q: 3 clusters Score -1776907 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1777020.250000 Penalty: 4654.609375
	Iteration 19Q: 3 clusters Score -1777020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1777105.375000 Penalty: 4654.609375
	Iteration 20F: 3 clusters Score -1777105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1777161.250000 Penalty: 4654.609375
	Iteration 21Q: 3 clusters Score -1777161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1777200.500000 Penalty: 4654.609375
	Iteration 22Q: 3 clusters Score -1777200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1777225.500000 Penalty: 4654.609375
	Iteration 23Q: 3 clusters Score -1777226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1777245.250000 Penalty: 4654.609375
	Iteration 24Q: 3 clusters Score -1777245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1777268.125000 Penalty: 4654.609375
	Iteration 25Q: 3 clusters Score -1777268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1777283.625000 Penalty: 4654.609375
	Iteration 26Q: 3 clusters Score -1777284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1777296.625000 Penalty: 4654.609375
	Iteration 27Q: 3 clusters Score -1777297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1777301.875000 Penalty: 4654.609375
	Iteration 28Q: 3 clusters Score -1777302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1777316.500000 Penalty: 4654.609375
	Iteration 29Q: 3 clusters Score -1777316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1777325.625000 Penalty: 4654.609375
	Iteration 30Q: 3 clusters Score -1777326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1777336.000000 Penalty: 4654.609375
	Iteration 31Q: 3 clusters Score -1777336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1777346.250000 Penalty: 4654.609375
	Iteration 32Q: 3 clusters Score -1777346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1777348.125000 Penalty: 4654.609375
	Iteration 33Q: 3 clusters Score -1777348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1777356.750000 Penalty: 4654.609375
	Iteration 34Q: 3 clusters Score -1777357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1777361.250000 Penalty: 4654.609375
	Iteration 35Q: 3 clusters Score -1777361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1777361.125000 Penalty: 4654.609375
	Iteration 36Q: 3 clusters Score -1777361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1777362.125000 Penalty: 4654.609375
	Iteration 37Q: 3 clusters Score -1777362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1777364.875000 Penalty: 4654.609375
	Iteration 38Q: 3 clusters Score -1777365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1777366.625000 Penalty: 4654.609375
	Iteration 39Q: 3 clusters Score -1777367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1777368.875000 Penalty: 4654.609375
	Iteration 40F: 3 clusters Score -1777369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1777369.625000 Penalty: 4654.609375
	Iteration 41Q: 3 clusters Score -1777370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1777371.375000 Penalty: 4654.609375
	Iteration 42Q: 3 clusters Score -1777371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1777372.125000 Penalty: 4654.609375
	Iteration 43Q: 3 clusters Score -1777372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1777371.500000 Penalty: 4654.609375
	Iteration 44Q: 3 clusters Score -1777372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1777374.500000 Penalty: 4654.609375
	Iteration 45Q: 3 clusters Score -1777374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1777377.750000 Penalty: 4654.609375
	Iteration 46Q: 3 clusters Score -1777378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1777380.000000 Penalty: 4654.609375
	Iteration 47Q: 3 clusters Score -1777380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1777379.625000 Penalty: 4654.609375
	Iteration 48Q: 3 clusters Score -1777380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1777379.625000 Penalty: 4654.609375
	Iteration 49F: 3 clusters Score -1777380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18979.224609 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -18979.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19193.148438 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19193.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -19402.927734 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19402.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -19494.007812 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -19494.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19599.458984 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19599.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -19599.458984 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -19599.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -445392.031250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -445392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -442151.531250 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -442151.5 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -442762.093750 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -442762.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -442910.093750 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -442910.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -443009.843750 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -443009.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -443095.968750 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -443096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -443158.562500 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -443158.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -443219.468750 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -443219.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -443270.781250 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -443270.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -443309.968750 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -443310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -443346.937500 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -443346.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -443373.656250 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -443373.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -443403.812500 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -443403.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -443430.718750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -443430.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -443455.312500 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -443455.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -443484.750000 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -443484.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -443505.750000 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -443505.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -443522.406250 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -443522.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -443541.593750 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -443541.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -443555.718750 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -443555.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -443565.968750 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -443566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -443573.687500 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -443573.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -443579.093750 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -443579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -443584.156250 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -443584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -443588.781250 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -443588.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -443593.500000 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -443593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -443595.687500 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -443595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -443600.218750 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -443600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -443606.156250 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -443606.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -443612.937500 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -443612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -443616.468750 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -443616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -443617.437500 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -443617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -443618.812500 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -443618.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -443619.000000 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -443619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -443620.718750 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -443620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -443623.406250 Penalty: 3967.174316
	Iteration 34Q: 3 clusters Score -443623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -443624.968750 Penalty: 3967.174316
	Iteration 35Q: 3 clusters Score -443625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -443626.156250 Penalty: 3967.174316
	Iteration 36Q: 3 clusters Score -443626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -443628.812500 Penalty: 3967.174316
	Iteration 37Q: 3 clusters Score -443628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -443629.656250 Penalty: 3967.174316
	Iteration 38Q: 3 clusters Score -443629.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -443631.406250 Penalty: 3967.174316
	Iteration 39Q: 3 clusters Score -443631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -443633.906250 Penalty: 3967.174316
	Iteration 40F: 3 clusters Score -443633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -443633.843750 Penalty: 3967.174316
	Iteration 41Q: 3 clusters Score -443633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -443637.250000 Penalty: 3967.174316
	Iteration 42Q: 3 clusters Score -443637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -443638.937500 Penalty: 3967.174316
	Iteration 43Q: 3 clusters Score -443638.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -443643.031250 Penalty: 3967.174316
	Iteration 44Q: 3 clusters Score -443643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -443645.406250 Penalty: 3967.174316
	Iteration 45Q: 3 clusters Score -443645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -443646.531250 Penalty: 3967.174316
	Iteration 46Q: 3 clusters Score -443646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -443649.250000 Penalty: 3967.174316
	Iteration 47Q: 3 clusters Score -443649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -443652.843750 Penalty: 3967.174316
	Iteration 48Q: 3 clusters Score -443652.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -443654.906250 Penalty: 3967.174316
	Iteration 49Q: 3 clusters Score -443654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -443655.593750 Penalty: 3967.174316
	Iteration 50Q: 3 clusters Score -443655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -443656.750000 Penalty: 3967.174316
	Iteration 51Q: 3 clusters Score -443656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -443659.156250 Penalty: 3967.174316
	Iteration 52Q: 3 clusters Score -443659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -443660.406250 Penalty: 3967.174316
	Iteration 53Q: 3 clusters Score -443660.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -443661.906250 Penalty: 3967.174316
	Iteration 54Q: 3 clusters Score -443661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -443663.343750 Penalty: 3967.174316
	Iteration 55Q: 3 clusters Score -443663.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -443664.406250 Penalty: 3967.174316
	Iteration 56Q: 3 clusters Score -443664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -443665.250000 Penalty: 3967.174316
	Iteration 57Q: 3 clusters Score -443665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -443665.250000 Penalty: 3967.174316
	Iteration 58F: 3 clusters Score -443665.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Entering Unmasked Estep 
Score: -1616887.125000 Penalty: 2317.701416
	Iteration 0F: 2 clusters Score -1616887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1608374.500000 Penalty: 4635.402832
	Iteration 0F: 3 clusters Score -1608374 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1611036.500000 Penalty: 4635.402832
	Iteration 1F: 3 clusters Score -1611036 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1611570.875000 Penalty: 4635.402832
	Iteration 2F: 3 clusters Score -1611571 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1612102.625000 Penalty: 4635.402832
	Iteration 3F: 3 clusters Score -1612103 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1612659.125000 Penalty: 4635.402832
	Iteration 4F: 3 clusters Score -1612659 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1613256.500000 Penalty: 4635.402832
	Iteration 5F: 3 clusters Score -1613256 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1613842.375000 Penalty: 4635.402832
	Iteration 6F: 3 clusters Score -1613842 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1614292.500000 Penalty: 4635.402832
	Iteration 7F: 3 clusters Score -1614292 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1614647.375000 Penalty: 4635.402832
	Iteration 8Q: 3 clusters Score -1614647 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1614902.375000 Penalty: 4635.402832
	Iteration 9Q: 3 clusters Score -1614902 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1615086.625000 Penalty: 4635.402832
	Iteration 10Q: 3 clusters Score -1615087 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1615223.375000 Penalty: 4635.402832
	Iteration 11Q: 3 clusters Score -1615223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1615322.250000 Penalty: 4635.402832
	Iteration 12Q: 3 clusters Score -1615322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1615406.750000 Penalty: 4635.402832
	Iteration 13Q: 3 clusters Score -1615407 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1615489.250000 Penalty: 4635.402832
	Iteration 14Q: 3 clusters Score -1615489 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1615559.000000 Penalty: 4635.402832
	Iteration 15Q: 3 clusters Score -1615559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1615637.500000 Penalty: 4635.402832
	Iteration 16Q: 3 clusters Score -1615638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1615731.375000 Penalty: 4635.402832
	Iteration 17Q: 3 clusters Score -1615731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1615796.625000 Penalty: 4635.402832
	Iteration 18Q: 3 clusters Score -1615797 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1615828.000000 Penalty: 4635.402832
	Iteration 19Q: 3 clusters Score -1615828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1615850.125000 Penalty: 4635.402832
	Iteration 20F: 3 clusters Score -1615850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1615863.000000 Penalty: 4635.402832
	Iteration 21Q: 3 clusters Score -1615863 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1615870.750000 Penalty: 4635.402832
	Iteration 22Q: 3 clusters Score -1615871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1615874.125000 Penalty: 4635.402832
	Iteration 23Q: 3 clusters Score -1615874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1615882.125000 Penalty: 4635.402832
	Iteration 24Q: 3 clusters Score -1615882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1615885.000000 Penalty: 4635.402832
	Iteration 25Q: 3 clusters Score -1615885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1615891.500000 Penalty: 4635.402832
	Iteration 26Q: 3 clusters Score -1615892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1615892.125000 Penalty: 4635.402832
	Iteration 27Q: 3 clusters Score -1615892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1615893.250000 Penalty: 4635.402832
	Iteration 28Q: 3 clusters Score -1615893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1615896.750000 Penalty: 4635.402832
	Iteration 29Q: 3 clusters Score -1615897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1615896.875000 Penalty: 4635.402832
	Iteration 30Q: 3 clusters Score -1615897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1615896.250000 Penalty: 4635.402832
	Iteration 31Q: 3 clusters Score -1615896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1615894.625000 Penalty: 4635.402832
	Iteration 32Q: 3 clusters Score -1615895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1615897.625000 Penalty: 4635.402832
	Iteration 33Q: 3 clusters Score -1615898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1615898.000000 Penalty: 4635.402832
	Iteration 34Q: 3 clusters Score -1615898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1615898.000000 Penalty: 4635.402832
	Iteration 35F: 3 clusters Score -1615898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Entering Unmasked Estep 
Score: -2555301.250000 Penalty: 2435.184082
	Iteration 0F: 2 clusters Score -2555301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2542428.250000 Penalty: 4870.368164
	Iteration 0F: 3 clusters Score -2542428 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2546971.000000 Penalty: 4870.368164
	Iteration 1F: 3 clusters Score -2546971 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2547839.250000 Penalty: 4870.368164
	Iteration 2F: 3 clusters Score -2547839 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2548684.000000 Penalty: 4870.368164
	Iteration 3F: 3 clusters Score -2548684 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2549516.500000 Penalty: 4870.368164
	Iteration 4F: 3 clusters Score -2549516 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2550253.250000 Penalty: 4870.368164
	Iteration 5F: 3 clusters Score -2550253 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2550859.250000 Penalty: 4870.368164
	Iteration 6F: 3 clusters Score -2550859 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2551330.250000 Penalty: 4870.368164
	Iteration 7Q: 3 clusters Score -2551330 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2551678.000000 Penalty: 4870.368164
	Iteration 8Q: 3 clusters Score -2551678 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2551954.000000 Penalty: 4870.368164
	Iteration 9Q: 3 clusters Score -2551954 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2552185.000000 Penalty: 4870.368164
	Iteration 10Q: 3 clusters Score -2552185 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2552342.750000 Penalty: 4870.368164
	Iteration 11Q: 3 clusters Score -2552343 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2552491.000000 Penalty: 4870.368164
	Iteration 12Q: 3 clusters Score -2552491 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2552645.250000 Penalty: 4870.368164
	Iteration 13Q: 3 clusters Score -2552645 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2552769.750000 Penalty: 4870.368164
	Iteration 14Q: 3 clusters Score -2552770 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -2552907.250000 Penalty: 4870.368164
	Iteration 15Q: 3 clusters Score -2552907 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2553044.500000 Penalty: 4870.368164
	Iteration 16Q: 3 clusters Score -2553044 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2553171.250000 Penalty: 4870.368164
	Iteration 17Q: 3 clusters Score -2553171 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2553309.500000 Penalty: 4870.368164
	Iteration 18Q: 3 clusters Score -2553310 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2553430.000000 Penalty: 4870.368164
	Iteration 19Q: 3 clusters Score -2553430 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2553551.500000 Penalty: 4870.368164
	Iteration 20F: 3 clusters Score -2553552 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2553690.000000 Penalty: 4870.368164
	Iteration 21Q: 3 clusters Score -2553690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -2553812.000000 Penalty: 4870.368164
	Iteration 22Q: 3 clusters Score -2553812 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2553934.250000 Penalty: 4870.368164
	Iteration 23Q: 3 clusters Score -2553934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2554027.000000 Penalty: 4870.368164
	Iteration 24Q: 3 clusters Score -2554027 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2554126.250000 Penalty: 4870.368164
	Iteration 25Q: 3 clusters Score -2554126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2554204.500000 Penalty: 4870.368164
	Iteration 26Q: 3 clusters Score -2554204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2554262.750000 Penalty: 4870.368164
	Iteration 27Q: 3 clusters Score -2554263 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2554313.250000 Penalty: 4870.368164
	Iteration 28Q: 3 clusters Score -2554313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2554360.750000 Penalty: 4870.368164
	Iteration 29Q: 3 clusters Score -2554361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2554407.000000 Penalty: 4870.368164
	Iteration 30Q: 3 clusters Score -2554407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2554462.750000 Penalty: 4870.368164
	Iteration 31Q: 3 clusters Score -2554463 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2554492.750000 Penalty: 4870.368164
	Iteration 32Q: 3 clusters Score -2554493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2554516.000000 Penalty: 4870.368164
	Iteration 33Q: 3 clusters Score -2554516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2554543.250000 Penalty: 4870.368164
	Iteration 34Q: 3 clusters Score -2554543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2554578.750000 Penalty: 4870.368164
	Iteration 35Q: 3 clusters Score -2554579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2554606.000000 Penalty: 4870.368164
	Iteration 36Q: 3 clusters Score -2554606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -2554640.500000 Penalty: 4870.368164
	Iteration 37Q: 3 clusters Score -2554640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2554683.000000 Penalty: 4870.368164
	Iteration 38Q: 3 clusters Score -2554683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2554728.500000 Penalty: 4870.368164
	Iteration 39Q: 3 clusters Score -2554728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2554774.500000 Penalty: 4870.368164
	Iteration 40F: 3 clusters Score -2554774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2554809.750000 Penalty: 4870.368164
	Iteration 41Q: 3 clusters Score -2554810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2554835.250000 Penalty: 4870.368164
	Iteration 42Q: 3 clusters Score -2554835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2554847.750000 Penalty: 4870.368164
	Iteration 43Q: 3 clusters Score -2554848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2554859.250000 Penalty: 4870.368164
	Iteration 44Q: 3 clusters Score -2554859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2554859.500000 Penalty: 4870.368164
	Iteration 45Q: 3 clusters Score -2554860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2554860.500000 Penalty: 4870.368164
	Iteration 46Q: 3 clusters Score -2554860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2554868.250000 Penalty: 4870.368164
	Iteration 47Q: 3 clusters Score -2554868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2554867.500000 Penalty: 4870.368164
	Iteration 48Q: 3 clusters Score -2554868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2554869.250000 Penalty: 4870.368164
	Iteration 49Q: 3 clusters Score -2554869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2554866.750000 Penalty: 4870.368164
	Iteration 50Q: 3 clusters Score -2554867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2554868.500000 Penalty: 4870.368164
	Iteration 51Q: 3 clusters Score -2554868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2554869.250000 Penalty: 4870.368164
	Iteration 52Q: 3 clusters Score -2554869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2554869.250000 Penalty: 4870.368164
	Iteration 53F: 3 clusters Score -2554869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -218612.203125 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -218612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -216324.968750 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -216325 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -216714.921875 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -216714.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -216856.796875 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -216856.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -216955.703125 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -216955.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217025.656250 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -217025.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -217065.203125 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -217065.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -217116.062500 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -217116.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -217163.125000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -217163.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217212.812500 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -217212.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -217248.375000 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -217248.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -217290.828125 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -217290.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -217319.031250 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -217319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -217336.343750 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -217336.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217344.453125 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -217344.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -217352.656250 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -217352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -217357.578125 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -217357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -217360.703125 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -217360.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -217361.390625 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -217361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -217361.390625 Penalty: 3641.697266
	Iteration 18F: 3 clusters Score -217361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -48217.621094 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -48217.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46868.468750 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -46868.47 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47046.445312 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -47046.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47117.894531 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -47117.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47152.550781 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -47152.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47166.156250 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -47166.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47171.394531 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -47171.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47173.160156 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -47173.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47175.972656 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -47175.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47177.691406 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -47177.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47181.261719 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -47181.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47183.765625 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -47183.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47183.765625 Penalty: 2963.009521
	Iteration 11F: 3 clusters Score -47183.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Entering Unmasked Estep 
Score: -1930920.750000 Penalty: 2349.745117
	Iteration 0F: 2 clusters Score -1930921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1921376.875000 Penalty: 4699.490234
	Iteration 0F: 3 clusters Score -1921377 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1924342.750000 Penalty: 4699.490234
	Iteration 1F: 3 clusters Score -1924343 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1924741.375000 Penalty: 4699.490234
	Iteration 2F: 3 clusters Score -1924741 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1925089.125000 Penalty: 4699.490234
	Iteration 3F: 3 clusters Score -1925089 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1925458.000000 Penalty: 4699.490234
	Iteration 4F: 3 clusters Score -1925458 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1925850.375000 Penalty: 4699.490234
	Iteration 5F: 3 clusters Score -1925850 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1926243.750000 Penalty: 4699.490234
	Iteration 6F: 3 clusters Score -1926244 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1926589.000000 Penalty: 4699.490234
	Iteration 7Q: 3 clusters Score -1926589 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1926911.750000 Penalty: 4699.490234
	Iteration 8Q: 3 clusters Score -1926912 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1927174.750000 Penalty: 4699.490234
	Iteration 9Q: 3 clusters Score -1927175 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1927419.750000 Penalty: 4699.490234
	Iteration 10Q: 3 clusters Score -1927420 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1927645.250000 Penalty: 4699.490234
	Iteration 11Q: 3 clusters Score -1927645 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1927863.750000 Penalty: 4699.490234
	Iteration 12Q: 3 clusters Score -1927864 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1928048.375000 Penalty: 4699.490234
	Iteration 13Q: 3 clusters Score -1928048 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1928198.500000 Penalty: 4699.490234
	Iteration 14Q: 3 clusters Score -1928198 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1928327.125000 Penalty: 4699.490234
	Iteration 15Q: 3 clusters Score -1928327 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1928441.500000 Penalty: 4699.490234
	Iteration 16Q: 3 clusters Score -1928442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1928512.500000 Penalty: 4699.490234
	Iteration 17Q: 3 clusters Score -1928512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1928581.750000 Penalty: 4699.490234
	Iteration 18Q: 3 clusters Score -1928582 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1928648.375000 Penalty: 4699.490234
	Iteration 19Q: 3 clusters Score -1928648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1928699.125000 Penalty: 4699.490234
	Iteration 20F: 3 clusters Score -1928699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1928738.000000 Penalty: 4699.490234
	Iteration 21Q: 3 clusters Score -1928738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1928775.875000 Penalty: 4699.490234
	Iteration 22Q: 3 clusters Score -1928776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1928818.000000 Penalty: 4699.490234
	Iteration 23Q: 3 clusters Score -1928818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1928851.125000 Penalty: 4699.490234
	Iteration 24Q: 3 clusters Score -1928851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1928876.125000 Penalty: 4699.490234
	Iteration 25Q: 3 clusters Score -1928876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1928893.000000 Penalty: 4699.490234
	Iteration 26Q: 3 clusters Score -1928893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1928913.375000 Penalty: 4699.490234
	Iteration 27Q: 3 clusters Score -1928913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1928942.750000 Penalty: 4699.490234
	Iteration 28Q: 3 clusters Score -1928943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1928974.250000 Penalty: 4699.490234
	Iteration 29Q: 3 clusters Score -1928974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1928995.750000 Penalty: 4699.490234
	Iteration 30Q: 3 clusters Score -1928996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1929008.125000 Penalty: 4699.490234
	Iteration 31Q: 3 clusters Score -1929008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1929028.250000 Penalty: 4699.490234
	Iteration 32Q: 3 clusters Score -1929028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1929040.000000 Penalty: 4699.490234
	Iteration 33Q: 3 clusters Score -1929040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -1929056.875000 Penalty: 4699.490234
	Iteration 34Q: 3 clusters Score -1929057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1929063.875000 Penalty: 4699.490234
	Iteration 35Q: 3 clusters Score -1929064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1929071.125000 Penalty: 4699.490234
	Iteration 36Q: 3 clusters Score -1929071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1929075.250000 Penalty: 4699.490234
	Iteration 37Q: 3 clusters Score -1929075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1929078.625000 Penalty: 4699.490234
	Iteration 38Q: 3 clusters Score -1929079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1929079.250000 Penalty: 4699.490234
	Iteration 39Q: 3 clusters Score -1929079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1929080.875000 Penalty: 4699.490234
	Iteration 40F: 3 clusters Score -1929081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1929084.000000 Penalty: 4699.490234
	Iteration 41Q: 3 clusters Score -1929084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1929082.750000 Penalty: 4699.490234
	Iteration 42Q: 3 clusters Score -1929083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1929089.125000 Penalty: 4699.490234
	Iteration 43Q: 3 clusters Score -1929089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1929089.250000 Penalty: 4699.490234
	Iteration 44Q: 3 clusters Score -1929089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1929091.625000 Penalty: 4699.490234
	Iteration 45Q: 3 clusters Score -1929092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1929093.000000 Penalty: 4699.490234
	Iteration 46Q: 3 clusters Score -1929093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1929095.375000 Penalty: 4699.490234
	Iteration 47Q: 3 clusters Score -1929095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1929098.250000 Penalty: 4699.490234
	Iteration 48Q: 3 clusters Score -1929098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1929100.000000 Penalty: 4699.490234
	Iteration 49Q: 3 clusters Score -1929100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1929099.375000 Penalty: 4699.490234
	Iteration 50Q: 3 clusters Score -1929099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1929109.125000 Penalty: 4699.490234
	Iteration 51Q: 3 clusters Score -1929109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1929110.500000 Penalty: 4699.490234
	Iteration 52Q: 3 clusters Score -1929110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1929109.875000 Penalty: 4699.490234
	Iteration 53Q: 3 clusters Score -1929110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1929110.375000 Penalty: 4699.490234
	Iteration 54Q: 3 clusters Score -1929110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1929111.875000 Penalty: 4699.490234
	Iteration 55Q: 3 clusters Score -1929112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1929112.375000 Penalty: 4699.490234
	Iteration 56Q: 3 clusters Score -1929112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1929113.125000 Penalty: 4699.490234
	Iteration 57Q: 3 clusters Score -1929113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1929113.125000 Penalty: 4699.490234
	Iteration 58F: 3 clusters Score -1929113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -875729.875000 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -875729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -870565.000000 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -870565 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -871998.000000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -871998 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -872336.625000 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -872336.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -872582.875000 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -872582.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -872769.187500 Penalty: 4317.515137
	Iteration 4Q: 3 clusters Score -872769.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -872923.562500 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -872923.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -873033.562500 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -873033.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -873118.375000 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -873118.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -873186.125000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -873186.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -873240.812500 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -873240.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -873289.062500 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -873289.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -873326.437500 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -873326.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -873351.437500 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -873351.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -873375.437500 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -873375.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -873395.000000 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -873395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -873408.062500 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -873408.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -873426.687500 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -873426.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -873443.187500 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -873443.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -873459.312500 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -873459.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -873476.687500 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -873476.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -873498.812500 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -873498.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -873524.375000 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -873524.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -873550.812500 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -873550.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -873585.125000 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -873585.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -873628.375000 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -873628.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -873673.375000 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -873673.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -873708.562500 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -873708.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -873736.312500 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -873736.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -873763.562500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -873763.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -873788.812500 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -873788.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -873819.000000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -873819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -873848.062500 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -873848.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -873870.437500 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -873870.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -873889.562500 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -873889.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -873905.187500 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -873905.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -873918.750000 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -873918.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -873931.312500 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -873931.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -873945.750000 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -873945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -873953.250000 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -873953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -873956.062500 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -873956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -873961.062500 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -873961.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873963.187500 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -873963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -873966.500000 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -873966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -873965.250000 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -873965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -873965.375000 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -873965.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -873965.375000 Penalty: 4317.515137
	Iteration 45F: 3 clusters Score -873965.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Entering Unmasked Estep 
Score: -1474229.875000 Penalty: 2280.012939
	Iteration 0F: 2 clusters Score -1474230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1466626.875000 Penalty: 4560.025879
	Iteration 0F: 3 clusters Score -1466627 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1468765.875000 Penalty: 4560.025879
	Iteration 1F: 3 clusters Score -1468766 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1469094.250000 Penalty: 4560.025879
	Iteration 2F: 3 clusters Score -1469094 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1469355.625000 Penalty: 4560.025879
	Iteration 3F: 3 clusters Score -1469356 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1469564.000000 Penalty: 4560.025879
	Iteration 4Q: 3 clusters Score -1469564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1469740.000000 Penalty: 4560.025879
	Iteration 5Q: 3 clusters Score -1469740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1469901.125000 Penalty: 4560.025879
	Iteration 6Q: 3 clusters Score -1469901 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1470087.250000 Penalty: 4560.025879
	Iteration 7Q: 3 clusters Score -1470087 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1470292.125000 Penalty: 4560.025879
	Iteration 8Q: 3 clusters Score -1470292 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1470542.125000 Penalty: 4560.025879
	Iteration 9Q: 3 clusters Score -1470542 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1470803.125000 Penalty: 4560.025879
	Iteration 10Q: 3 clusters Score -1470803 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1471093.125000 Penalty: 4560.025879
	Iteration 11Q: 3 clusters Score -1471093 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1471410.375000 Penalty: 4560.025879
	Iteration 12Q: 3 clusters Score -1471410 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1471683.625000 Penalty: 4560.025879
	Iteration 13Q: 3 clusters Score -1471684 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1471900.250000 Penalty: 4560.025879
	Iteration 14Q: 3 clusters Score -1471900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1472035.000000 Penalty: 4560.025879
	Iteration 15Q: 3 clusters Score -1472035 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1472114.875000 Penalty: 4560.025879
	Iteration 16Q: 3 clusters Score -1472115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1472168.500000 Penalty: 4560.025879
	Iteration 17Q: 3 clusters Score -1472168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1472209.375000 Penalty: 4560.025879
	Iteration 18Q: 3 clusters Score -1472209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1472230.625000 Penalty: 4560.025879
	Iteration 19Q: 3 clusters Score -1472231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1472250.750000 Penalty: 4560.025879
	Iteration 20F: 3 clusters Score -1472251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1472263.875000 Penalty: 4560.025879
	Iteration 21Q: 3 clusters Score -1472264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1472265.750000 Penalty: 4560.025879
	Iteration 22Q: 3 clusters Score -1472266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1472265.375000 Penalty: 4560.025879
	Iteration 23Q: 3 clusters Score -1472265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1472273.000000 Penalty: 4560.025879
	Iteration 24Q: 3 clusters Score -1472273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1472274.250000 Penalty: 4560.025879
	Iteration 25Q: 3 clusters Score -1472274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1472276.500000 Penalty: 4560.025879
	Iteration 26Q: 3 clusters Score -1472276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1472276.750000 Penalty: 4560.025879
	Iteration 27Q: 3 clusters Score -1472277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1472277.250000 Penalty: 4560.025879
	Iteration 28Q: 3 clusters Score -1472277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1472277.250000 Penalty: 4560.025879
	Iteration 29F: 3 clusters Score -1472277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -105469.460938 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -105469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -103767.750000 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -103767.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104354.070312 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -104354.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -104559.046875 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -104559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104699.515625 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -104699.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -104767.765625 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -104767.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104790.421875 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -104790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104799.234375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -104799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104809.750000 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -104809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104819.343750 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -104819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -104819.343750 Penalty: 3378.923096
	Iteration 9F: 3 clusters Score -104819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Entering Unmasked Estep 
Score: -1031014.062500 Penalty: 2222.831787
	Iteration 0F: 2 clusters Score -1031014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1024761.062500 Penalty: 4445.663574
	Iteration 0F: 3 clusters Score -1024761 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1026970.750000 Penalty: 4445.663574
	Iteration 1F: 3 clusters Score -1026971 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1027556.312500 Penalty: 4445.663574
	Iteration 2F: 3 clusters Score -1027556 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1027938.375000 Penalty: 4445.663574
	Iteration 3F: 3 clusters Score -1027938 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1028222.312500 Penalty: 4445.663574
	Iteration 4F: 3 clusters Score -1028222 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1028450.500000 Penalty: 4445.663574
	Iteration 5Q: 3 clusters Score -1028450 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1028632.437500 Penalty: 4445.663574
	Iteration 6Q: 3 clusters Score -1028632 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1028742.500000 Penalty: 4445.663574
	Iteration 7Q: 3 clusters Score -1028742 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1028819.062500 Penalty: 4445.663574
	Iteration 8Q: 3 clusters Score -1028819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1028868.875000 Penalty: 4445.663574
	Iteration 9Q: 3 clusters Score -1028869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1028905.375000 Penalty: 4445.663574
	Iteration 10Q: 3 clusters Score -1028905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1028933.500000 Penalty: 4445.663574
	Iteration 11Q: 3 clusters Score -1028934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1028953.312500 Penalty: 4445.663574
	Iteration 12Q: 3 clusters Score -1028953 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1028973.500000 Penalty: 4445.663574
	Iteration 13Q: 3 clusters Score -1028974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1028992.687500 Penalty: 4445.663574
	Iteration 14Q: 3 clusters Score -1028993 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1029010.000000 Penalty: 4445.663574
	Iteration 15Q: 3 clusters Score -1029010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1029024.062500 Penalty: 4445.663574
	Iteration 16Q: 3 clusters Score -1029024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1029037.937500 Penalty: 4445.663574
	Iteration 17Q: 3 clusters Score -1029038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1029048.937500 Penalty: 4445.663574
	Iteration 18Q: 3 clusters Score -1029049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1029054.250000 Penalty: 4445.663574
	Iteration 19Q: 3 clusters Score -1029054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1029062.750000 Penalty: 4445.663574
	Iteration 20F: 3 clusters Score -1029063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1029065.937500 Penalty: 4445.663574
	Iteration 21Q: 3 clusters Score -1029066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1029073.187500 Penalty: 4445.663574
	Iteration 22Q: 3 clusters Score -1029073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1029079.375000 Penalty: 4445.663574
	Iteration 23Q: 3 clusters Score -1029079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1029090.375000 Penalty: 4445.663574
	Iteration 24Q: 3 clusters Score -1029090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1029092.000000 Penalty: 4445.663574
	Iteration 25Q: 3 clusters Score -1029092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1029095.500000 Penalty: 4445.663574
	Iteration 26Q: 3 clusters Score -1029096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1029097.500000 Penalty: 4445.663574
	Iteration 27Q: 3 clusters Score -1029098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1029101.625000 Penalty: 4445.663574
	Iteration 28Q: 3 clusters Score -1029102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1029102.375000 Penalty: 4445.663574
	Iteration 29Q: 3 clusters Score -1029102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1029105.937500 Penalty: 4445.663574
	Iteration 30Q: 3 clusters Score -1029106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1029108.125000 Penalty: 4445.663574
	Iteration 31Q: 3 clusters Score -1029108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1029114.875000 Penalty: 4445.663574
	Iteration 32Q: 3 clusters Score -1029115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1029115.687500 Penalty: 4445.663574
	Iteration 33Q: 3 clusters Score -1029116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1029120.750000 Penalty: 4445.663574
	Iteration 34Q: 3 clusters Score -1029121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1029123.500000 Penalty: 4445.663574
	Iteration 35Q: 3 clusters Score -1029124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1029127.812500 Penalty: 4445.663574
	Iteration 36Q: 3 clusters Score -1029128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1029131.000000 Penalty: 4445.663574
	Iteration 37Q: 3 clusters Score -1029131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1029132.250000 Penalty: 4445.663574
	Iteration 38Q: 3 clusters Score -1029132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1029135.625000 Penalty: 4445.663574
	Iteration 39Q: 3 clusters Score -1029136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1029137.750000 Penalty: 4445.663574
	Iteration 40F: 3 clusters Score -1029138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1029142.812500 Penalty: 4445.663574
	Iteration 41Q: 3 clusters Score -1029143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1029141.187500 Penalty: 4445.663574
	Iteration 42Q: 3 clusters Score -1029141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1029144.875000 Penalty: 4445.663574
	Iteration 43Q: 3 clusters Score -1029145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1029147.812500 Penalty: 4445.663574
	Iteration 44Q: 3 clusters Score -1029148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1029148.375000 Penalty: 4445.663574
	Iteration 45Q: 3 clusters Score -1029148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1029147.812500 Penalty: 4445.663574
	Iteration 46Q: 3 clusters Score -1029148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1029147.812500 Penalty: 4445.663574
	Iteration 47F: 3 clusters Score -1029148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86716.468750 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86716.47 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86935.406250 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86935.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87010.828125 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -87010.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87060.656250 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -87060.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87069.414062 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87069.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87076.367188 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87076.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87077.914062 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87077.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87077.914062 Penalty: 3207.207764
	Iteration 7F: 3 clusters Score -87077.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -1343089.375000 Penalty: 2278.926270
	Iteration 0F: 2 clusters Score -1343089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1335642.375000 Penalty: 4557.852539
	Iteration 0F: 3 clusters Score -1335642 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1338009.500000 Penalty: 4557.852539
	Iteration 1F: 3 clusters Score -1338010 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1338617.875000 Penalty: 4557.852539
	Iteration 2F: 3 clusters Score -1338618 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1339200.875000 Penalty: 4557.852539
	Iteration 3F: 3 clusters Score -1339201 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1339739.250000 Penalty: 4557.852539
	Iteration 4F: 3 clusters Score -1339739 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1340189.500000 Penalty: 4557.852539
	Iteration 5F: 3 clusters Score -1340190 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1340582.875000 Penalty: 4557.852539
	Iteration 6F: 3 clusters Score -1340583 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1340902.375000 Penalty: 4557.852539
	Iteration 7Q: 3 clusters Score -1340902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1341214.375000 Penalty: 4557.852539
	Iteration 8Q: 3 clusters Score -1341214 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1341501.625000 Penalty: 4557.852539
	Iteration 9Q: 3 clusters Score -1341502 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1341732.500000 Penalty: 4557.852539
	Iteration 10Q: 3 clusters Score -1341732 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1341940.750000 Penalty: 4557.852539
	Iteration 11Q: 3 clusters Score -1341941 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1342107.375000 Penalty: 4557.852539
	Iteration 12Q: 3 clusters Score -1342107 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1342241.375000 Penalty: 4557.852539
	Iteration 13Q: 3 clusters Score -1342241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1342340.625000 Penalty: 4557.852539
	Iteration 14Q: 3 clusters Score -1342341 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1342395.375000 Penalty: 4557.852539
	Iteration 15Q: 3 clusters Score -1342395 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1342443.625000 Penalty: 4557.852539
	Iteration 16Q: 3 clusters Score -1342444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1342476.750000 Penalty: 4557.852539
	Iteration 17Q: 3 clusters Score -1342477 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1342506.125000 Penalty: 4557.852539
	Iteration 18Q: 3 clusters Score -1342506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1342532.625000 Penalty: 4557.852539
	Iteration 19Q: 3 clusters Score -1342533 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1342553.875000 Penalty: 4557.852539
	Iteration 20F: 3 clusters Score -1342554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1342572.625000 Penalty: 4557.852539
	Iteration 21Q: 3 clusters Score -1342573 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1342582.250000 Penalty: 4557.852539
	Iteration 22Q: 3 clusters Score -1342582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1342593.875000 Penalty: 4557.852539
	Iteration 23Q: 3 clusters Score -1342594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1342598.000000 Penalty: 4557.852539
	Iteration 24Q: 3 clusters Score -1342598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1342604.375000 Penalty: 4557.852539
	Iteration 25Q: 3 clusters Score -1342604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1342608.000000 Penalty: 4557.852539
	Iteration 26Q: 3 clusters Score -1342608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1342610.000000 Penalty: 4557.852539
	Iteration 27Q: 3 clusters Score -1342610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1342609.125000 Penalty: 4557.852539
	Iteration 28Q: 3 clusters Score -1342609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1342614.250000 Penalty: 4557.852539
	Iteration 29Q: 3 clusters Score -1342614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1342615.375000 Penalty: 4557.852539
	Iteration 30Q: 3 clusters Score -1342615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1342614.125000 Penalty: 4557.852539
	Iteration 31Q: 3 clusters Score -1342614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1342612.750000 Penalty: 4557.852539
	Iteration 32Q: 3 clusters Score -1342613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1342616.250000 Penalty: 4557.852539
	Iteration 33Q: 3 clusters Score -1342616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1342619.250000 Penalty: 4557.852539
	Iteration 34Q: 3 clusters Score -1342619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1342618.125000 Penalty: 4557.852539
	Iteration 35Q: 3 clusters Score -1342618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1342623.375000 Penalty: 4557.852539
	Iteration 36Q: 3 clusters Score -1342623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1342629.250000 Penalty: 4557.852539
	Iteration 37Q: 3 clusters Score -1342629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1342630.875000 Penalty: 4557.852539
	Iteration 38Q: 3 clusters Score -1342631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1342633.000000 Penalty: 4557.852539
	Iteration 39Q: 3 clusters Score -1342633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1342634.000000 Penalty: 4557.852539
	Iteration 40F: 3 clusters Score -1342634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1342636.750000 Penalty: 4557.852539
	Iteration 41Q: 3 clusters Score -1342637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1342637.875000 Penalty: 4557.852539
	Iteration 42Q: 3 clusters Score -1342638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1342637.625000 Penalty: 4557.852539
	Iteration 43Q: 3 clusters Score -1342638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1342639.500000 Penalty: 4557.852539
	Iteration 44Q: 3 clusters Score -1342640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1342639.625000 Penalty: 4557.852539
	Iteration 45Q: 3 clusters Score -1342640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1342639.375000 Penalty: 4557.852539
	Iteration 46Q: 3 clusters Score -1342639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1342640.000000 Penalty: 4557.852539
	Iteration 47Q: 3 clusters Score -1342640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1342641.125000 Penalty: 4557.852539
	Iteration 48Q: 3 clusters Score -1342641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1342642.000000 Penalty: 4557.852539
	Iteration 49Q: 3 clusters Score -1342642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1342643.125000 Penalty: 4557.852539
	Iteration 50Q: 3 clusters Score -1342643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1342641.875000 Penalty: 4557.852539
	Iteration 51Q: 3 clusters Score -1342642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1342642.500000 Penalty: 4557.852539
	Iteration 52Q: 3 clusters Score -1342642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1342641.875000 Penalty: 4557.852539
	Iteration 53Q: 3 clusters Score -1342642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1342641.875000 Penalty: 4557.852539
	Iteration 54F: 3 clusters Score -1342642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -168038.343750 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -168038.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165962.062500 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -165962.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166319.765625 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -166319.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166508.156250 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -166508.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166648.796875 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -166648.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166722.906250 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -166722.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166798.687500 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -166798.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166882.593750 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -166882.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -166981.031250 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -166981 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -167062.421875 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -167062.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -167129.906250 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -167129.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -167186.734375 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -167186.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -167217.734375 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -167217.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -167239.843750 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -167239.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -167244.578125 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -167244.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -167253.375000 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -167253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -167258.375000 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -167258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -167260.359375 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -167260.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -167262.828125 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -167262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167263.968750 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -167264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167265.687500 Penalty: 3517.504150
	Iteration 19F: 3 clusters Score -167265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -167270.765625 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -167270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167271.406250 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -167271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167274.187500 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -167274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -167276.312500 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -167276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167277.000000 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -167277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167277.000000 Penalty: 3517.504150
	Iteration 25F: 3 clusters Score -167277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Entering Unmasked Estep 
Score: -5529001.500000 Penalty: 2607.865723
	Iteration 0F: 2 clusters Score -5529002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -5503845.500000 Penalty: 5215.731445
	Iteration 0F: 3 clusters Score -5503846 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5513260.000000 Penalty: 5215.731445
	Iteration 1F: 3 clusters Score -5513260 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -5513828.000000 Penalty: 5215.731445
	Iteration 2Q: 3 clusters Score -5513828 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5514391.500000 Penalty: 5215.731445
	Iteration 3Q: 3 clusters Score -5514392 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5514927.500000 Penalty: 5215.731445
	Iteration 4Q: 3 clusters Score -5514928 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5515530.500000 Penalty: 5215.731445
	Iteration 5Q: 3 clusters Score -5515530 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5516187.000000 Penalty: 5215.731445
	Iteration 6Q: 3 clusters Score -5516187 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5516834.000000 Penalty: 5215.731445
	Iteration 7Q: 3 clusters Score -5516834 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -5517534.000000 Penalty: 5215.731445
	Iteration 8Q: 3 clusters Score -5517534 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5518161.000000 Penalty: 5215.731445
	Iteration 9Q: 3 clusters Score -5518161 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -5518822.500000 Penalty: 5215.731445
	Iteration 10Q: 3 clusters Score -5518822 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5519369.500000 Penalty: 5215.731445
	Iteration 11Q: 3 clusters Score -5519370 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5519824.000000 Penalty: 5215.731445
	Iteration 12Q: 3 clusters Score -5519824 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5520223.500000 Penalty: 5215.731445
	Iteration 13Q: 3 clusters Score -5520224 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5520526.500000 Penalty: 5215.731445
	Iteration 14Q: 3 clusters Score -5520526 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -5520846.000000 Penalty: 5215.731445
	Iteration 15Q: 3 clusters Score -5520846 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5521194.500000 Penalty: 5215.731445
	Iteration 16Q: 3 clusters Score -5521194 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -5521704.000000 Penalty: 5215.731445
	Iteration 17Q: 3 clusters Score -5521704 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5522251.500000 Penalty: 5215.731445
	Iteration 18Q: 3 clusters Score -5522252 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -5522811.500000 Penalty: 5215.731445
	Iteration 19Q: 3 clusters Score -5522812 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -5523243.000000 Penalty: 5215.731445
	Iteration 20F: 3 clusters Score -5523243 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -5523613.000000 Penalty: 5215.731445
	Iteration 21Q: 3 clusters Score -5523613 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5523923.500000 Penalty: 5215.731445
	Iteration 22Q: 3 clusters Score -5523924 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5524239.500000 Penalty: 5215.731445
	Iteration 23Q: 3 clusters Score -5524240 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5524473.500000 Penalty: 5215.731445
	Iteration 24Q: 3 clusters Score -5524474 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5524735.000000 Penalty: 5215.731445
	Iteration 25Q: 3 clusters Score -5524735 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5524985.000000 Penalty: 5215.731445
	Iteration 26Q: 3 clusters Score -5524985 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -5525163.000000 Penalty: 5215.731445
	Iteration 27Q: 3 clusters Score -5525163 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -5525329.000000 Penalty: 5215.731445
	Iteration 28Q: 3 clusters Score -5525329 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5525534.500000 Penalty: 5215.731445
	Iteration 29Q: 3 clusters Score -5525534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -5525683.000000 Penalty: 5215.731445
	Iteration 30Q: 3 clusters Score -5525683 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5525808.500000 Penalty: 5215.731445
	Iteration 31Q: 3 clusters Score -5525808 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -5525914.000000 Penalty: 5215.731445
	Iteration 32Q: 3 clusters Score -5525914 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5526023.000000 Penalty: 5215.731445
	Iteration 33Q: 3 clusters Score -5526023 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5526130.000000 Penalty: 5215.731445
	Iteration 34Q: 3 clusters Score -5526130 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -5526214.500000 Penalty: 5215.731445
	Iteration 35Q: 3 clusters Score -5526214 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -5526298.500000 Penalty: 5215.731445
	Iteration 36Q: 3 clusters Score -5526298 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5526387.000000 Penalty: 5215.731445
	Iteration 37Q: 3 clusters Score -5526387 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -5526433.500000 Penalty: 5215.731445
	Iteration 38Q: 3 clusters Score -5526434 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -5526496.500000 Penalty: 5215.731445
	Iteration 39Q: 3 clusters Score -5526496 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -5526550.000000 Penalty: 5215.731445
	Iteration 40F: 3 clusters Score -5526550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -5526615.000000 Penalty: 5215.731445
	Iteration 41Q: 3 clusters Score -5526615 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -5526647.000000 Penalty: 5215.731445
	Iteration 42Q: 3 clusters Score -5526647 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5526698.000000 Penalty: 5215.731445
	Iteration 43Q: 3 clusters Score -5526698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -5526751.000000 Penalty: 5215.731445
	Iteration 44Q: 3 clusters Score -5526751 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -5526786.500000 Penalty: 5215.731445
	Iteration 45Q: 3 clusters Score -5526786 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -5526828.500000 Penalty: 5215.731445
	Iteration 46Q: 3 clusters Score -5526828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -5526856.500000 Penalty: 5215.731445
	Iteration 47Q: 3 clusters Score -5526856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5526903.500000 Penalty: 5215.731445
	Iteration 48Q: 3 clusters Score -5526904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -5526934.000000 Penalty: 5215.731445
	Iteration 49Q: 3 clusters Score -5526934 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -5526949.000000 Penalty: 5215.731445
	Iteration 50Q: 3 clusters Score -5526949 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -5526967.500000 Penalty: 5215.731445
	Iteration 51Q: 3 clusters Score -5526968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -5526979.000000 Penalty: 5215.731445
	Iteration 52Q: 3 clusters Score -5526979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -5526974.500000 Penalty: 5215.731445
	Iteration 53Q: 3 clusters Score -5526974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -5526985.000000 Penalty: 5215.731445
	Iteration 54Q: 3 clusters Score -5526985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -5526995.000000 Penalty: 5215.731445
	Iteration 55Q: 3 clusters Score -5526995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -5526993.500000 Penalty: 5215.731445
	Iteration 56Q: 3 clusters Score -5526994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -5526995.500000 Penalty: 5215.731445
	Iteration 57Q: 3 clusters Score -5526996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -5526999.000000 Penalty: 5215.731445
	Iteration 58Q: 3 clusters Score -5526999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -5527000.500000 Penalty: 5215.731445
	Iteration 59Q: 3 clusters Score -5527000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -5527009.500000 Penalty: 5215.731445
	Iteration 60F: 3 clusters Score -5527010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -5527018.500000 Penalty: 5215.731445
	Iteration 61Q: 3 clusters Score -5527018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -5527018.500000 Penalty: 5215.731445
	Iteration 62Q: 3 clusters Score -5527018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5527029.500000 Penalty: 5215.731445
	Iteration 63Q: 3 clusters Score -5527030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5527026.000000 Penalty: 5215.731445
	Iteration 64Q: 3 clusters Score -5527026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -5527033.000000 Penalty: 5215.731445
	Iteration 65Q: 3 clusters Score -5527033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -5527024.000000 Penalty: 5215.731445
	Iteration 66Q: 3 clusters Score -5527024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5527022.500000 Penalty: 5215.731445
	Iteration 67Q: 3 clusters Score -5527022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5527031.500000 Penalty: 5215.731445
	Iteration 68Q: 3 clusters Score -5527032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -5527033.000000 Penalty: 5215.731445
	Iteration 69Q: 3 clusters Score -5527033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -5527034.000000 Penalty: 5215.731445
	Iteration 70Q: 3 clusters Score -5527034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5527037.000000 Penalty: 5215.731445
	Iteration 71Q: 3 clusters Score -5527037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -5527047.500000 Penalty: 5215.731445
	Iteration 72Q: 3 clusters Score -5527048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -5527046.000000 Penalty: 5215.731445
	Iteration 73Q: 3 clusters Score -5527046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5527035.000000 Penalty: 5215.731445
	Iteration 74Q: 3 clusters Score -5527035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -5527048.500000 Penalty: 5215.731445
	Iteration 75Q: 3 clusters Score -5527048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -5527056.000000 Penalty: 5215.731445
	Iteration 76Q: 3 clusters Score -5527056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -5527055.500000 Penalty: 5215.731445
	Iteration 77Q: 3 clusters Score -5527056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -5527055.500000 Penalty: 5215.731445
	Iteration 78Q: 3 clusters Score -5527056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5527056.000000 Penalty: 5215.731445
	Iteration 79Q: 3 clusters Score -5527056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5527063.000000 Penalty: 5215.731445
	Iteration 80F: 3 clusters Score -5527063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -5527055.500000 Penalty: 5215.731445
	Iteration 81Q: 3 clusters Score -5527056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5527060.000000 Penalty: 5215.731445
	Iteration 82Q: 3 clusters Score -5527060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -5527065.000000 Penalty: 5215.731445
	Iteration 83Q: 3 clusters Score -5527065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -5527062.000000 Penalty: 5215.731445
	Iteration 84Q: 3 clusters Score -5527062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5527061.000000 Penalty: 5215.731445
	Iteration 85Q: 3 clusters Score -5527061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5527059.500000 Penalty: 5215.731445
	Iteration 86Q: 3 clusters Score -5527060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -5527057.000000 Penalty: 5215.731445
	Iteration 87Q: 3 clusters Score -5527057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -5527052.500000 Penalty: 5215.731445
	Iteration 88Q: 3 clusters Score -5527052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5527052.500000 Penalty: 5215.731445
	Iteration 89Q: 3 clusters Score -5527052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5527055.000000 Penalty: 5215.731445
	Iteration 90Q: 3 clusters Score -5527055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -5527055.000000 Penalty: 5215.731445
	Iteration 91F: 3 clusters Score -5527055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -111151.890625 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111151.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111502.867188 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111502.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -111669.960938 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111788.718750 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111788.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -111875.500000 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111875.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111920.070312 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111920.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111990.023438 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112058.000000 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112091.140625 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112118.781250 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112135.984375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112153.132812 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112156.039062 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112157.117188 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -112158.585938 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112159.578125 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112159.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -112159.578125 Penalty: 3333.229248
	Iteration 16F: 3 clusters Score -112159.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1367792.625000 Penalty: 2263.862793
	Iteration 0F: 2 clusters Score -1367793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1360664.625000 Penalty: 4527.725586
	Iteration 0F: 3 clusters Score -1360665 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1362658.250000 Penalty: 4527.725586
	Iteration 1F: 3 clusters Score -1362658 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1362924.125000 Penalty: 4527.725586
	Iteration 2F: 3 clusters Score -1362924 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1363122.875000 Penalty: 4527.725586
	Iteration 3Q: 3 clusters Score -1363123 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1363274.500000 Penalty: 4527.725586
	Iteration 4Q: 3 clusters Score -1363274 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1363420.500000 Penalty: 4527.725586
	Iteration 5Q: 3 clusters Score -1363420 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1363555.875000 Penalty: 4527.725586
	Iteration 6Q: 3 clusters Score -1363556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1363695.625000 Penalty: 4527.725586
	Iteration 7Q: 3 clusters Score -1363696 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1363854.500000 Penalty: 4527.725586
	Iteration 8Q: 3 clusters Score -1363854 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1364038.250000 Penalty: 4527.725586
	Iteration 9Q: 3 clusters Score -1364038 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1364253.875000 Penalty: 4527.725586
	Iteration 10Q: 3 clusters Score -1364254 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1364471.125000 Penalty: 4527.725586
	Iteration 11Q: 3 clusters Score -1364471 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1364696.125000 Penalty: 4527.725586
	Iteration 12Q: 3 clusters Score -1364696 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1364944.125000 Penalty: 4527.725586
	Iteration 13Q: 3 clusters Score -1364944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1365164.750000 Penalty: 4527.725586
	Iteration 14Q: 3 clusters Score -1365165 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1365328.250000 Penalty: 4527.725586
	Iteration 15Q: 3 clusters Score -1365328 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1365455.875000 Penalty: 4527.725586
	Iteration 16Q: 3 clusters Score -1365456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1365541.375000 Penalty: 4527.725586
	Iteration 17Q: 3 clusters Score -1365541 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1365609.625000 Penalty: 4527.725586
	Iteration 18Q: 3 clusters Score -1365610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1365651.250000 Penalty: 4527.725586
	Iteration 19Q: 3 clusters Score -1365651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1365680.375000 Penalty: 4527.725586
	Iteration 20F: 3 clusters Score -1365680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1365702.125000 Penalty: 4527.725586
	Iteration 21Q: 3 clusters Score -1365702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1365716.875000 Penalty: 4527.725586
	Iteration 22Q: 3 clusters Score -1365717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1365726.625000 Penalty: 4527.725586
	Iteration 23Q: 3 clusters Score -1365727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1365739.375000 Penalty: 4527.725586
	Iteration 24Q: 3 clusters Score -1365739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1365747.125000 Penalty: 4527.725586
	Iteration 25Q: 3 clusters Score -1365747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1365759.750000 Penalty: 4527.725586
	Iteration 26Q: 3 clusters Score -1365760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1365772.375000 Penalty: 4527.725586
	Iteration 27Q: 3 clusters Score -1365772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1365773.875000 Penalty: 4527.725586
	Iteration 28Q: 3 clusters Score -1365774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1365780.000000 Penalty: 4527.725586
	Iteration 29Q: 3 clusters Score -1365780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1365781.625000 Penalty: 4527.725586
	Iteration 30Q: 3 clusters Score -1365782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1365787.375000 Penalty: 4527.725586
	Iteration 31Q: 3 clusters Score -1365787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1365793.500000 Penalty: 4527.725586
	Iteration 32Q: 3 clusters Score -1365794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1365795.875000 Penalty: 4527.725586
	Iteration 33Q: 3 clusters Score -1365796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1365798.500000 Penalty: 4527.725586
	Iteration 34Q: 3 clusters Score -1365798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1365799.875000 Penalty: 4527.725586
	Iteration 35Q: 3 clusters Score -1365800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1365801.250000 Penalty: 4527.725586
	Iteration 36Q: 3 clusters Score -1365801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1365801.250000 Penalty: 4527.725586
	Iteration 37F: 3 clusters Score -1365801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68828 members 
Mstep: Class 5 contains 61200 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95613 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 79692 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22799 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30989 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11448 members 
Mstep: Class 34 contains 18385 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9791 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36886 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062808.000000 Penalty: 158475.468750
Iteration 359Q: 48 clusters Score -1.150628e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101608 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68816 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95608 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10266 members 
Mstep: Class 19 contains 79693 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22815 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11452 members 
Mstep: Class 34 contains 18388 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9793 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36888 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062736.000000 Penalty: 158475.468750
Iteration 360F: 48 clusters Score -1.150627e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101608 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 68800 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95607 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14420 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10264 members 
Mstep: Class 19 contains 79693 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22829 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11900 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11451 members 
Mstep: Class 34 contains 18391 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9794 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36889 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062696.000000 Penalty: 158475.468750
Iteration 361Q: 48 clusters Score -1.150627e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68781 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95607 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15936 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 79695 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22837 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11899 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11450 members 
Mstep: Class 34 contains 18393 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9796 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36890 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062720.000000 Penalty: 158475.468750
Iteration 362Q: 48 clusters Score -1.150627e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68765 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95608 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14422 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10263 members 
Mstep: Class 19 contains 79695 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22844 members 
Mstep: Class 22 contains 11888 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11452 members 
Mstep: Class 34 contains 18398 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9796 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36890 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062728.000000 Penalty: 158475.468750
Iteration 363Q: 48 clusters Score -1.150627e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68749 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95608 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10262 members 
Mstep: Class 19 contains 79696 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22853 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11896 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11452 members 
Mstep: Class 34 contains 18399 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9798 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36892 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062688.000000 Penalty: 158475.468750
Iteration 364Q: 48 clusters Score -1.150627e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68728 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95606 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79698 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22861 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10821 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30988 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11896 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11453 members 
Mstep: Class 34 contains 18400 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9804 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062744.000000 Penalty: 158475.468750
Iteration 365Q: 48 clusters Score -1.150627e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68715 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95604 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15930 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79698 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22872 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10820 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30991 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11453 members 
Mstep: Class 34 contains 18401 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062720.000000 Penalty: 158475.468750
Iteration 366Q: 48 clusters Score -1.150627e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 101619 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68700 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21802 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95603 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15931 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79696 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22881 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10819 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30994 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11453 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9812 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062784.000000 Penalty: 158475.468750
Iteration 367Q: 48 clusters Score -1.150628e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101615 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68690 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21802 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95601 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79695 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22897 members 
Mstep: Class 22 contains 11888 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10817 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30995 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11455 members 
Mstep: Class 34 contains 18401 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7812 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062728.000000 Penalty: 158475.468750
Iteration 368Q: 48 clusters Score -1.150627e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 101610 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68685 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21801 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95599 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79696 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22911 members 
Mstep: Class 22 contains 11888 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10815 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30996 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11455 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7812 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062728.000000 Penalty: 158475.468750
Iteration 369Q: 48 clusters Score -1.150627e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 101608 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68681 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95595 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15922 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79698 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22921 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10813 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30997 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11456 members 
Mstep: Class 34 contains 18401 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062736.000000 Penalty: 158475.468750
Iteration 370Q: 48 clusters Score -1.150627e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101605 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68669 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21800 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95594 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15918 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22932 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 30999 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11460 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062712.000000 Penalty: 158475.468750
Iteration 371Q: 48 clusters Score -1.150627e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 101609 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68658 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21798 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95591 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79699 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22944 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31001 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11464 members 
Mstep: Class 34 contains 18402 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9812 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062688.000000 Penalty: 158475.468750
Iteration 372Q: 48 clusters Score -1.150627e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 101611 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68646 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95591 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15909 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79698 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22956 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31001 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11470 members 
Mstep: Class 34 contains 18403 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9834 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9812 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062768.000000 Penalty: 158475.468750
Iteration 373Q: 48 clusters Score -1.150628e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101612 members 
Mstep: Class 3 contains 7679 members 
Mstep: Class 4 contains 68621 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95589 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79700 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22976 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31002 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11477 members 
Mstep: Class 34 contains 18407 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 158475.468750
Iteration 374Q: 48 clusters Score -1.150628e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 68592 members 
Mstep: Class 5 contains 61212 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95587 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15908 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79702 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 22995 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31003 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11480 members 
Mstep: Class 34 contains 18408 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062784.000000 Penalty: 158475.468750
Iteration 375Q: 48 clusters Score -1.150628e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 68569 members 
Mstep: Class 5 contains 61212 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95586 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14421 members 
Mstep: Class 15 contains 15906 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79703 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23018 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3172 members 
Mstep: Class 28 contains 31005 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11480 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062856.000000 Penalty: 158475.468750
Iteration 376Q: 48 clusters Score -1.150629e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 68549 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95583 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14424 members 
Mstep: Class 15 contains 15902 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23032 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 31006 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11482 members 
Mstep: Class 34 contains 18415 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 158475.468750
Iteration 377Q: 48 clusters Score -1.150628e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7680 members 
Mstep: Class 4 contains 68529 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95578 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14428 members 
Mstep: Class 15 contains 15896 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 79702 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23052 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10812 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 31008 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11897 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11486 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9837 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 158475.468750
Iteration 378Q: 48 clusters Score -1.150629e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101612 members 
Mstep: Class 3 contains 7679 members 
Mstep: Class 4 contains 68511 members 
Mstep: Class 5 contains 61212 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95575 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14432 members 
Mstep: Class 15 contains 15893 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10254 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23066 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30119 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 31011 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11895 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11490 members 
Mstep: Class 34 contains 18424 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36892 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062936.000000 Penalty: 158475.468750
Iteration 379Q: 48 clusters Score -1.150629e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101611 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 68497 members 
Mstep: Class 5 contains 61212 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13337 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95572 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14434 members 
Mstep: Class 15 contains 15894 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79701 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23080 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11894 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11490 members 
Mstep: Class 34 contains 18423 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36892 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 158475.468750
Iteration 380F: 48 clusters Score -1.150629e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68486 members 
Mstep: Class 5 contains 61212 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95568 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23093 members 
Mstep: Class 22 contains 11891 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30118 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11492 members 
Mstep: Class 34 contains 18422 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062832.000000 Penalty: 158475.468750
Iteration 381Q: 48 clusters Score -1.150628e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 101614 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68477 members 
Mstep: Class 5 contains 61210 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95565 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79707 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23108 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30117 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11492 members 
Mstep: Class 34 contains 18420 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062840.000000 Penalty: 158475.468750
Iteration 382Q: 48 clusters Score -1.150628e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 101608 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68471 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95564 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15887 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23132 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30116 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11494 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062872.000000 Penalty: 158475.468750
Iteration 383Q: 48 clusters Score -1.150629e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101607 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68461 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95563 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23139 members 
Mstep: Class 22 contains 11890 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30115 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11496 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062792.000000 Penalty: 158475.468750
Iteration 384Q: 48 clusters Score -1.150628e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101611 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68453 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95564 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15891 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79703 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23141 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31015 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11502 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1202 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062792.000000 Penalty: 158475.468750
Iteration 385Q: 48 clusters Score -1.150628e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101611 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68442 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95564 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15888 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79703 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23149 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31017 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11505 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7804 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 158475.468750
Iteration 386Q: 48 clusters Score -1.150628e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101614 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68426 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95564 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10255 members 
Mstep: Class 19 contains 79702 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23160 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31019 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062912.000000 Penalty: 158475.468750
Iteration 387Q: 48 clusters Score -1.150629e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68411 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95563 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23167 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31019 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062904.000000 Penalty: 158475.468750
Iteration 388Q: 48 clusters Score -1.150629e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101615 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68407 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95562 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23173 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31019 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 158475.468750
Iteration 389Q: 48 clusters Score -1.150629e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68403 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95562 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23177 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063008.000000 Penalty: 158475.468750
Iteration 390Q: 48 clusters Score -1.15063e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68398 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95563 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23181 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062976.000000 Penalty: 158475.468750
Iteration 391Q: 48 clusters Score -1.15063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68396 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95562 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23183 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 392Q: 48 clusters Score -1.15063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68396 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062968.000000 Penalty: 158475.468750
Iteration 393Q: 48 clusters Score -1.15063e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68393 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11503 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062984.000000 Penalty: 158475.468750
Iteration 394Q: 48 clusters Score -1.15063e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101619 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68389 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11504 members 
Mstep: Class 34 contains 18420 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062936.000000 Penalty: 158475.468750
Iteration 395Q: 48 clusters Score -1.150629e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68387 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11505 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36896 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062920.000000 Penalty: 158475.468750
Iteration 396Q: 48 clusters Score -1.150629e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68388 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11505 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 158475.468750
Iteration 397Q: 48 clusters Score -1.150629e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68389 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21796 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15884 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11506 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9804 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 398Q: 48 clusters Score -1.15063e+08 nChanged 6
Entering ConstructFrom: 
Score: -115062952.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Entering Unmasked Estep 
Score: -1175660.375000 Penalty: 2237.296387
	Iteration 0F: 2 clusters Score -1175660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1169061.375000 Penalty: 4474.592773
	Iteration 0F: 3 clusters Score -1169061 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1170926.625000 Penalty: 4474.592773
	Iteration 1F: 3 clusters Score -1170927 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1171242.250000 Penalty: 4474.592773
	Iteration 2F: 3 clusters Score -1171242 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1171495.125000 Penalty: 4474.592773
	Iteration 3F: 3 clusters Score -1171495 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1171764.375000 Penalty: 4474.592773
	Iteration 4Q: 3 clusters Score -1171764 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1172123.375000 Penalty: 4474.592773
	Iteration 5Q: 3 clusters Score -1172123 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1172547.375000 Penalty: 4474.592773
	Iteration 6F: 3 clusters Score -1172547 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1173028.375000 Penalty: 4474.592773
	Iteration 7F: 3 clusters Score -1173028 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1173556.500000 Penalty: 4474.592773
	Iteration 8F: 3 clusters Score -1173556 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1174027.250000 Penalty: 4474.592773
	Iteration 9F: 3 clusters Score -1174027 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1174441.625000 Penalty: 4474.592773
	Iteration 10Q: 3 clusters Score -1174442 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1174757.875000 Penalty: 4474.592773
	Iteration 11Q: 3 clusters Score -1174758 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1175018.750000 Penalty: 4474.592773
	Iteration 12Q: 3 clusters Score -1175019 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1175243.250000 Penalty: 4474.592773
	Iteration 13Q: 3 clusters Score -1175243 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1175349.500000 Penalty: 4474.592773
	Iteration 14Q: 3 clusters Score -1175350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1175397.125000 Penalty: 4474.592773
	Iteration 15Q: 3 clusters Score -1175397 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1175411.000000 Penalty: 4474.592773
	Iteration 16Q: 3 clusters Score -1175411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1175423.125000 Penalty: 4474.592773
	Iteration 17Q: 3 clusters Score -1175423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1175429.375000 Penalty: 4474.592773
	Iteration 18Q: 3 clusters Score -1175429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1175432.125000 Penalty: 4474.592773
	Iteration 19Q: 3 clusters Score -1175432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1175434.250000 Penalty: 4474.592773
	Iteration 20F: 3 clusters Score -1175434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1175438.750000 Penalty: 4474.592773
	Iteration 21Q: 3 clusters Score -1175439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1175434.875000 Penalty: 4474.592773
	Iteration 22Q: 3 clusters Score -1175435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1175438.750000 Penalty: 4474.592773
	Iteration 23Q: 3 clusters Score -1175439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1175437.625000 Penalty: 4474.592773
	Iteration 24Q: 3 clusters Score -1175438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1175440.750000 Penalty: 4474.592773
	Iteration 25Q: 3 clusters Score -1175441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1175439.750000 Penalty: 4474.592773
	Iteration 26Q: 3 clusters Score -1175440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1175442.625000 Penalty: 4474.592773
	Iteration 27Q: 3 clusters Score -1175443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1175442.625000 Penalty: 4474.592773
	Iteration 28Q: 3 clusters Score -1175443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1175442.625000 Penalty: 4474.592773
	Iteration 29F: 3 clusters Score -1175443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Entering Unmasked Estep 
Score: -15040680.000000 Penalty: 2859.183594
	Iteration 0F: 2 clusters Score -1.504068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -14973041.000000 Penalty: 5718.367188
	Iteration 0F: 3 clusters Score -1.497304e+07 nChanged 48134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -15000547.000000 Penalty: 5718.367188
	Iteration 1F: 3 clusters Score -1.500055e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -15001642.000000 Penalty: 5718.367188
	Iteration 2Q: 3 clusters Score -1.500164e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -15002873.000000 Penalty: 5718.367188
	Iteration 3Q: 3 clusters Score -1.500287e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -15004468.000000 Penalty: 5718.367188
	Iteration 4Q: 3 clusters Score -1.500447e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -15006523.000000 Penalty: 5718.367188
	Iteration 5Q: 3 clusters Score -1.500652e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -15009068.000000 Penalty: 5718.367188
	Iteration 6F: 3 clusters Score -1.500907e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -15012140.000000 Penalty: 5718.367188
	Iteration 7F: 3 clusters Score -1.501214e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60314 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -15016011.000000 Penalty: 5718.367188
	Iteration 8F: 3 clusters Score -1.501601e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -15020119.000000 Penalty: 5718.367188
	Iteration 9F: 3 clusters Score -1.502012e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -15024247.000000 Penalty: 5718.367188
	Iteration 10F: 3 clusters Score -1.502425e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -15027259.000000 Penalty: 5718.367188
	Iteration 11Q: 3 clusters Score -1.502726e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70478 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -15029016.000000 Penalty: 5718.367188
	Iteration 12Q: 3 clusters Score -1.502902e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72240 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -15030128.000000 Penalty: 5718.367188
	Iteration 13Q: 3 clusters Score -1.503013e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -15031045.000000 Penalty: 5718.367188
	Iteration 14Q: 3 clusters Score -1.503104e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75388 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -15031859.000000 Penalty: 5718.367188
	Iteration 15Q: 3 clusters Score -1.503186e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -15032624.000000 Penalty: 5718.367188
	Iteration 16Q: 3 clusters Score -1.503262e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -15033203.000000 Penalty: 5718.367188
	Iteration 17Q: 3 clusters Score -1.50332e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79285 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -15033863.000000 Penalty: 5718.367188
	Iteration 18Q: 3 clusters Score -1.503386e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -15034530.000000 Penalty: 5718.367188
	Iteration 19Q: 3 clusters Score -1.503453e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81431 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -15035105.000000 Penalty: 5718.367188
	Iteration 20F: 3 clusters Score -1.50351e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -15035651.000000 Penalty: 5718.367188
	Iteration 21Q: 3 clusters Score -1.503565e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -15036054.000000 Penalty: 5718.367188
	Iteration 22Q: 3 clusters Score -1.503605e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -15036232.000000 Penalty: 5718.367188
	Iteration 23Q: 3 clusters Score -1.503623e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -15036358.000000 Penalty: 5718.367188
	Iteration 24Q: 3 clusters Score -1.503636e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -15036541.000000 Penalty: 5718.367188
	Iteration 25Q: 3 clusters Score -1.503654e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -15036628.000000 Penalty: 5718.367188
	Iteration 26Q: 3 clusters Score -1.503663e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -15036700.000000 Penalty: 5718.367188
	Iteration 27Q: 3 clusters Score -1.50367e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86470 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -15036832.000000 Penalty: 5718.367188
	Iteration 28Q: 3 clusters Score -1.503683e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -15036945.000000 Penalty: 5718.367188
	Iteration 29Q: 3 clusters Score -1.503694e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -15037025.000000 Penalty: 5718.367188
	Iteration 30Q: 3 clusters Score -1.503702e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -15037069.000000 Penalty: 5718.367188
	Iteration 31Q: 3 clusters Score -1.503707e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -15037080.000000 Penalty: 5718.367188
	Iteration 32Q: 3 clusters Score -1.503708e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -15037122.000000 Penalty: 5718.367188
	Iteration 33Q: 3 clusters Score -1.503712e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -15037174.000000 Penalty: 5718.367188
	Iteration 34Q: 3 clusters Score -1.503717e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89110 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -15037294.000000 Penalty: 5718.367188
	Iteration 35Q: 3 clusters Score -1.503729e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -15037322.000000 Penalty: 5718.367188
	Iteration 36Q: 3 clusters Score -1.503732e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89733 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -15037347.000000 Penalty: 5718.367188
	Iteration 37Q: 3 clusters Score -1.503735e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90026 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -15037367.000000 Penalty: 5718.367188
	Iteration 38Q: 3 clusters Score -1.503737e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -15037419.000000 Penalty: 5718.367188
	Iteration 39Q: 3 clusters Score -1.503742e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -15037485.000000 Penalty: 5718.367188
	Iteration 40F: 3 clusters Score -1.503748e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90784 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -15037538.000000 Penalty: 5718.367188
	Iteration 41Q: 3 clusters Score -1.503754e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91018 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -15037581.000000 Penalty: 5718.367188
	Iteration 42Q: 3 clusters Score -1.503758e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91258 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -15037611.000000 Penalty: 5718.367188
	Iteration 43Q: 3 clusters Score -1.503761e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -15037619.000000 Penalty: 5718.367188
	Iteration 44Q: 3 clusters Score -1.503762e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91706 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -15037645.000000 Penalty: 5718.367188
	Iteration 45Q: 3 clusters Score -1.503764e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91929 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -15037649.000000 Penalty: 5718.367188
	Iteration 46Q: 3 clusters Score -1.503765e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -15037671.000000 Penalty: 5718.367188
	Iteration 47Q: 3 clusters Score -1.503767e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -15037699.000000 Penalty: 5718.367188
	Iteration 48Q: 3 clusters Score -1.50377e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -15037727.000000 Penalty: 5718.367188
	Iteration 49Q: 3 clusters Score -1.503773e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92621 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -15037757.000000 Penalty: 5718.367188
	Iteration 50Q: 3 clusters Score -1.503776e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -15037758.000000 Penalty: 5718.367188
	Iteration 51Q: 3 clusters Score -1.503776e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -15037757.000000 Penalty: 5718.367188
	Iteration 52Q: 3 clusters Score -1.503776e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -15037800.000000 Penalty: 5718.367188
	Iteration 53Q: 3 clusters Score -1.50378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -15037816.000000 Penalty: 5718.367188
	Iteration 54Q: 3 clusters Score -1.503782e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -15037829.000000 Penalty: 5718.367188
	Iteration 55Q: 3 clusters Score -1.503783e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -15037852.000000 Penalty: 5718.367188
	Iteration 56Q: 3 clusters Score -1.503785e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93517 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -15037863.000000 Penalty: 5718.367188
	Iteration 57Q: 3 clusters Score -1.503786e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -15037865.000000 Penalty: 5718.367188
	Iteration 58Q: 3 clusters Score -1.503786e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93763 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -15037888.000000 Penalty: 5718.367188
	Iteration 59Q: 3 clusters Score -1.503789e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -15037899.000000 Penalty: 5718.367188
	Iteration 60F: 3 clusters Score -1.50379e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -15037898.000000 Penalty: 5718.367188
	Iteration 61Q: 3 clusters Score -1.50379e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -15037929.000000 Penalty: 5718.367188
	Iteration 62Q: 3 clusters Score -1.503793e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -15037960.000000 Penalty: 5718.367188
	Iteration 63Q: 3 clusters Score -1.503796e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94548 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -15037988.000000 Penalty: 5718.367188
	Iteration 64Q: 3 clusters Score -1.503799e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -15037998.000000 Penalty: 5718.367188
	Iteration 65Q: 3 clusters Score -1.5038e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94919 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -15038043.000000 Penalty: 5718.367188
	Iteration 66Q: 3 clusters Score -1.503804e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -15038050.000000 Penalty: 5718.367188
	Iteration 67Q: 3 clusters Score -1.503805e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -15038089.000000 Penalty: 5718.367188
	Iteration 68Q: 3 clusters Score -1.503809e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95466 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -15038130.000000 Penalty: 5718.367188
	Iteration 69Q: 3 clusters Score -1.503813e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -15038138.000000 Penalty: 5718.367188
	Iteration 70Q: 3 clusters Score -1.503814e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -15038192.000000 Penalty: 5718.367188
	Iteration 71Q: 3 clusters Score -1.503819e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95998 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -15038246.000000 Penalty: 5718.367188
	Iteration 72Q: 3 clusters Score -1.503825e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96173 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -15038262.000000 Penalty: 5718.367188
	Iteration 73Q: 3 clusters Score -1.503826e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -15038281.000000 Penalty: 5718.367188
	Iteration 74Q: 3 clusters Score -1.503828e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96499 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -15038331.000000 Penalty: 5718.367188
	Iteration 75Q: 3 clusters Score -1.503833e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -15038355.000000 Penalty: 5718.367188
	Iteration 76Q: 3 clusters Score -1.503836e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -15038360.000000 Penalty: 5718.367188
	Iteration 77Q: 3 clusters Score -1.503836e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -15038400.000000 Penalty: 5718.367188
	Iteration 78Q: 3 clusters Score -1.50384e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15038418.000000 Penalty: 5718.367188
	Iteration 79Q: 3 clusters Score -1.503842e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97250 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -15038449.000000 Penalty: 5718.367188
	Iteration 80F: 3 clusters Score -1.503845e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -15038478.000000 Penalty: 5718.367188
	Iteration 81Q: 3 clusters Score -1.503848e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97503 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -15038487.000000 Penalty: 5718.367188
	Iteration 82Q: 3 clusters Score -1.503849e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97637 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -15038507.000000 Penalty: 5718.367188
	Iteration 83Q: 3 clusters Score -1.503851e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -15038545.000000 Penalty: 5718.367188
	Iteration 84Q: 3 clusters Score -1.503854e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15038550.000000 Penalty: 5718.367188
	Iteration 85Q: 3 clusters Score -1.503855e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97985 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -15038588.000000 Penalty: 5718.367188
	Iteration 86Q: 3 clusters Score -1.503859e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -15038628.000000 Penalty: 5718.367188
	Iteration 87Q: 3 clusters Score -1.503863e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98160 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -15038641.000000 Penalty: 5718.367188
	Iteration 88Q: 3 clusters Score -1.503864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -15038691.000000 Penalty: 5718.367188
	Iteration 89Q: 3 clusters Score -1.503869e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98312 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -15038675.000000 Penalty: 5718.367188
	Iteration 90Q: 3 clusters Score -1.503868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98376 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -15038705.000000 Penalty: 5718.367188
	Iteration 91Q: 3 clusters Score -1.50387e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -15038695.000000 Penalty: 5718.367188
	Iteration 92Q: 3 clusters Score -1.50387e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98490 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -15038721.000000 Penalty: 5718.367188
	Iteration 93Q: 3 clusters Score -1.503872e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -15038718.000000 Penalty: 5718.367188
	Iteration 94Q: 3 clusters Score -1.503872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -15038728.000000 Penalty: 5718.367188
	Iteration 95Q: 3 clusters Score -1.503873e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98658 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -15038728.000000 Penalty: 5718.367188
	Iteration 96Q: 3 clusters Score -1.503873e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15038766.000000 Penalty: 5718.367188
	Iteration 97Q: 3 clusters Score -1.503877e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98769 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -15038773.000000 Penalty: 5718.367188
	Iteration 98Q: 3 clusters Score -1.503877e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -15038801.000000 Penalty: 5718.367188
	Iteration 99Q: 3 clusters Score -1.50388e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -15038822.000000 Penalty: 5718.367188
	Iteration 100F: 3 clusters Score -1.503882e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98915 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -15038835.000000 Penalty: 5718.367188
	Iteration 101Q: 3 clusters Score -1.503884e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -15038830.000000 Penalty: 5718.367188
	Iteration 102Q: 3 clusters Score -1.503883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -15038845.000000 Penalty: 5718.367188
	Iteration 103Q: 3 clusters Score -1.503884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15038859.000000 Penalty: 5718.367188
	Iteration 104Q: 3 clusters Score -1.503886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99032 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -15038843.000000 Penalty: 5718.367188
	Iteration 105Q: 3 clusters Score -1.503884e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -15038828.000000 Penalty: 5718.367188
	Iteration 106Q: 3 clusters Score -1.503883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15038834.000000 Penalty: 5718.367188
	Iteration 107Q: 3 clusters Score -1.503883e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -15038853.000000 Penalty: 5718.367188
	Iteration 108Q: 3 clusters Score -1.503885e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -15038854.000000 Penalty: 5718.367188
	Iteration 109Q: 3 clusters Score -1.503885e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -15038877.000000 Penalty: 5718.367188
	Iteration 110Q: 3 clusters Score -1.503888e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -15038862.000000 Penalty: 5718.367188
	Iteration 111Q: 3 clusters Score -1.503886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -15038895.000000 Penalty: 5718.367188
	Iteration 112Q: 3 clusters Score -1.50389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99318 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -15038905.000000 Penalty: 5718.367188
	Iteration 113Q: 3 clusters Score -1.50389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99363 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15038915.000000 Penalty: 5718.367188
	Iteration 114Q: 3 clusters Score -1.503892e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99386 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -15038914.000000 Penalty: 5718.367188
	Iteration 115Q: 3 clusters Score -1.503891e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -15038920.000000 Penalty: 5718.367188
	Iteration 116Q: 3 clusters Score -1.503892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -15038933.000000 Penalty: 5718.367188
	Iteration 117Q: 3 clusters Score -1.503893e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99455 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -15038935.000000 Penalty: 5718.367188
	Iteration 118Q: 3 clusters Score -1.503894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -15038904.000000 Penalty: 5718.367188
	Iteration 119Q: 3 clusters Score -1.50389e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99492 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -15038897.000000 Penalty: 5718.367188
	Iteration 120F: 3 clusters Score -1.50389e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -15038905.000000 Penalty: 5718.367188
	Iteration 121Q: 3 clusters Score -1.50389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -15038918.000000 Penalty: 5718.367188
	Iteration 122Q: 3 clusters Score -1.503892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99547 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -15038933.000000 Penalty: 5718.367188
	Iteration 123Q: 3 clusters Score -1.503893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15038932.000000 Penalty: 5718.367188
	Iteration 124Q: 3 clusters Score -1.503893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -15038935.000000 Penalty: 5718.367188
	Iteration 125Q: 3 clusters Score -1.503894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -15038930.000000 Penalty: 5718.367188
	Iteration 126Q: 3 clusters Score -1.503893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15038933.000000 Penalty: 5718.367188
	Iteration 127Q: 3 clusters Score -1.503893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99589 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15038942.000000 Penalty: 5718.367188
	Iteration 128Q: 3 clusters Score -1.503894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -15038944.000000 Penalty: 5718.367188
	Iteration 129Q: 3 clusters Score -1.503894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -15038938.000000 Penalty: 5718.367188
	Iteration 130Q: 3 clusters Score -1.503894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -15038933.000000 Penalty: 5718.367188
	Iteration 131Q: 3 clusters Score -1.503893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15038929.000000 Penalty: 5718.367188
	Iteration 132Q: 3 clusters Score -1.503893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -15038929.000000 Penalty: 5718.367188
	Iteration 133F: 3 clusters Score -1.503893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -1103689.625000 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -1103690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1097562.375000 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -1097562 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1099392.625000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -1099393 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1099961.375000 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -1099961 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1100673.375000 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -1100673 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1101547.375000 Penalty: 4437.143555
	Iteration 4F: 3 clusters Score -1101547 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1102308.375000 Penalty: 4437.143555
	Iteration 5F: 3 clusters Score -1102308 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1102911.125000 Penalty: 4437.143555
	Iteration 6F: 3 clusters Score -1102911 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1103233.625000 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -1103234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1103424.500000 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -1103424 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1103580.500000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -1103580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1103666.875000 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -1103667 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1103703.250000 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -1103703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1103729.125000 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -1103729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1103734.000000 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -1103734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1103740.750000 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -1103741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1103751.375000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -1103751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1103757.250000 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -1103757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1103774.500000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -1103774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1103792.875000 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -1103793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1103820.125000 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -1103820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1103857.000000 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -1103857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1103900.500000 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -1103900 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1103928.250000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -1103928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1103949.625000 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -1103950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1103957.500000 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -1103958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1103969.125000 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -1103969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1103968.125000 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -1103968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1103975.000000 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -1103975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1103975.000000 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -1103975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1103976.375000 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -1103976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1103982.125000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -1103982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1103985.750000 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -1103986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1103986.125000 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -1103986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1103990.875000 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -1103991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1103991.375000 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -1103991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1103994.750000 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -1103995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1103992.750000 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -1103993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1103995.000000 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -1103995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1103995.250000 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -1103995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1103995.125000 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -1103995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1103995.125000 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -1103995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 4740 members 
Entering Unmasked Estep 
Score: -115061656.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115062952.000000 to -115061656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (68390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Entering Unmasked Estep 
Score: -9616459.000000 Penalty: 2760.979492
	Iteration 0F: 2 clusters Score -9616459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -9570629.000000 Penalty: 5521.958984
	Iteration 0F: 3 clusters Score -9570629 nChanged 32149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -9589670.000000 Penalty: 5521.958984
	Iteration 1F: 3 clusters Score -9589670 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -9591235.000000 Penalty: 5521.958984
	Iteration 2F: 3 clusters Score -9591235 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -9593247.000000 Penalty: 5521.958984
	Iteration 3F: 3 clusters Score -9593247 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -9595363.000000 Penalty: 5521.958984
	Iteration 4F: 3 clusters Score -9595363 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -9597268.000000 Penalty: 5521.958984
	Iteration 5F: 3 clusters Score -9597268 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -9598671.000000 Penalty: 5521.958984
	Iteration 6F: 3 clusters Score -9598671 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -9599759.000000 Penalty: 5521.958984
	Iteration 7Q: 3 clusters Score -9599759 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -9600471.000000 Penalty: 5521.958984
	Iteration 8Q: 3 clusters Score -9600471 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -9601025.000000 Penalty: 5521.958984
	Iteration 9Q: 3 clusters Score -9601025 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -9601533.000000 Penalty: 5521.958984
	Iteration 10Q: 3 clusters Score -9601533 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -9601929.000000 Penalty: 5521.958984
	Iteration 11Q: 3 clusters Score -9601929 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -9602353.000000 Penalty: 5521.958984
	Iteration 12Q: 3 clusters Score -9602353 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -9602887.000000 Penalty: 5521.958984
	Iteration 13Q: 3 clusters Score -9602887 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -9603470.000000 Penalty: 5521.958984
	Iteration 14Q: 3 clusters Score -9603470 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -9604301.000000 Penalty: 5521.958984
	Iteration 15Q: 3 clusters Score -9604301 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -9605342.000000 Penalty: 5521.958984
	Iteration 16Q: 3 clusters Score -9605342 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -9606490.000000 Penalty: 5521.958984
	Iteration 17Q: 3 clusters Score -9606490 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -9607888.000000 Penalty: 5521.958984
	Iteration 18Q: 3 clusters Score -9607888 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -9609143.000000 Penalty: 5521.958984
	Iteration 19Q: 3 clusters Score -9609143 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 58581 members 
Entering Unmasked Estep 
Score: -9610437.000000 Penalty: 5521.958984
	Iteration 20F: 3 clusters Score -9610437 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -9611580.000000 Penalty: 5521.958984
	Iteration 21Q: 3 clusters Score -9611580 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -9612556.000000 Penalty: 5521.958984
	Iteration 22Q: 3 clusters Score -9612556 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -9613292.000000 Penalty: 5521.958984
	Iteration 23Q: 3 clusters Score -9613292 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -9613855.000000 Penalty: 5521.958984
	Iteration 24Q: 3 clusters Score -9613855 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -9614340.000000 Penalty: 5521.958984
	Iteration 25Q: 3 clusters Score -9614340 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 65557 members 
Entering Unmasked Estep 
Score: -9614674.000000 Penalty: 5521.958984
	Iteration 26Q: 3 clusters Score -9614674 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -9614907.000000 Penalty: 5521.958984
	Iteration 27Q: 3 clusters Score -9614907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -9615102.000000 Penalty: 5521.958984
	Iteration 28Q: 3 clusters Score -9615102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -9615235.000000 Penalty: 5521.958984
	Iteration 29Q: 3 clusters Score -9615235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 66538 members 
Entering Unmasked Estep 
Score: -9615301.000000 Penalty: 5521.958984
	Iteration 30Q: 3 clusters Score -9615301 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -9615344.000000 Penalty: 5521.958984
	Iteration 31Q: 3 clusters Score -9615344 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 66718 members 
Entering Unmasked Estep 
Score: -9615400.000000 Penalty: 5521.958984
	Iteration 32Q: 3 clusters Score -9615400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -9615441.000000 Penalty: 5521.958984
	Iteration 33Q: 3 clusters Score -9615441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9615462.000000 Penalty: 5521.958984
	Iteration 34Q: 3 clusters Score -9615462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -9615470.000000 Penalty: 5521.958984
	Iteration 35Q: 3 clusters Score -9615470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -9615497.000000 Penalty: 5521.958984
	Iteration 36Q: 3 clusters Score -9615497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 66864 members 
Entering Unmasked Estep 
Score: -9615512.000000 Penalty: 5521.958984
	Iteration 37Q: 3 clusters Score -9615512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -9615508.000000 Penalty: 5521.958984
	Iteration 38Q: 3 clusters Score -9615508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -9615530.000000 Penalty: 5521.958984
	Iteration 39Q: 3 clusters Score -9615530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -9615548.000000 Penalty: 5521.958984
	Iteration 40F: 3 clusters Score -9615548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -9615558.000000 Penalty: 5521.958984
	Iteration 41Q: 3 clusters Score -9615558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -9615573.000000 Penalty: 5521.958984
	Iteration 42Q: 3 clusters Score -9615573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 66941 members 
Entering Unmasked Estep 
Score: -9615585.000000 Penalty: 5521.958984
	Iteration 43Q: 3 clusters Score -9615585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -9615588.000000 Penalty: 5521.958984
	Iteration 44Q: 3 clusters Score -9615588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -9615604.000000 Penalty: 5521.958984
	Iteration 45Q: 3 clusters Score -9615604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -9615602.000000 Penalty: 5521.958984
	Iteration 46Q: 3 clusters Score -9615602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -9615602.000000 Penalty: 5521.958984
	Iteration 47Q: 3 clusters Score -9615602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -9615606.000000 Penalty: 5521.958984
	Iteration 48Q: 3 clusters Score -9615606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -9615602.000000 Penalty: 5521.958984
	Iteration 49Q: 3 clusters Score -9615602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -9615606.000000 Penalty: 5521.958984
	Iteration 50Q: 3 clusters Score -9615606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -9615614.000000 Penalty: 5521.958984
	Iteration 51Q: 3 clusters Score -9615614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9615610.000000 Penalty: 5521.958984
	Iteration 52Q: 3 clusters Score -9615610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9615609.000000 Penalty: 5521.958984
	Iteration 53Q: 3 clusters Score -9615609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9615606.000000 Penalty: 5521.958984
	Iteration 54Q: 3 clusters Score -9615606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -9615604.000000 Penalty: 5521.958984
	Iteration 55Q: 3 clusters Score -9615604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 66968 members 
Entering Unmasked Estep 
Score: -9615607.000000 Penalty: 5521.958984
	Iteration 56Q: 3 clusters Score -9615607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -9615617.000000 Penalty: 5521.958984
	Iteration 57Q: 3 clusters Score -9615617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -9615621.000000 Penalty: 5521.958984
	Iteration 58Q: 3 clusters Score -9615621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -9615616.000000 Penalty: 5521.958984
	Iteration 59Q: 3 clusters Score -9615616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -9615622.000000 Penalty: 5521.958984
	Iteration 60F: 3 clusters Score -9615622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9615630.000000 Penalty: 5521.958984
	Iteration 61Q: 3 clusters Score -9615630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9615633.000000 Penalty: 5521.958984
	Iteration 62Q: 3 clusters Score -9615633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -9615633.000000 Penalty: 5521.958984
	Iteration 63F: 3 clusters Score -9615633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Entering Unmasked Estep 
Score: -9182886.000000 Penalty: 2733.456055
	Iteration 0F: 2 clusters Score -9182886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -9141984.000000 Penalty: 5466.912109
	Iteration 0F: 3 clusters Score -9141984 nChanged 28438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -9157948.000000 Penalty: 5466.912109
	Iteration 1F: 3 clusters Score -9157948 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -9159057.000000 Penalty: 5466.912109
	Iteration 2Q: 3 clusters Score -9159057 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -9160723.000000 Penalty: 5466.912109
	Iteration 3F: 3 clusters Score -9160723 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9163075.000000 Penalty: 5466.912109
	Iteration 4F: 3 clusters Score -9163075 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9166203.000000 Penalty: 5466.912109
	Iteration 5F: 3 clusters Score -9166203 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -9169970.000000 Penalty: 5466.912109
	Iteration 6F: 3 clusters Score -9169970 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -9173807.000000 Penalty: 5466.912109
	Iteration 7F: 3 clusters Score -9173807 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -9176286.000000 Penalty: 5466.912109
	Iteration 8F: 3 clusters Score -9176286 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -9177478.000000 Penalty: 5466.912109
	Iteration 9Q: 3 clusters Score -9177478 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -9177994.000000 Penalty: 5466.912109
	Iteration 10Q: 3 clusters Score -9177994 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -9178337.000000 Penalty: 5466.912109
	Iteration 11Q: 3 clusters Score -9178337 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -9178527.000000 Penalty: 5466.912109
	Iteration 12Q: 3 clusters Score -9178527 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -9178737.000000 Penalty: 5466.912109
	Iteration 13Q: 3 clusters Score -9178737 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9178885.000000 Penalty: 5466.912109
	Iteration 14Q: 3 clusters Score -9178885 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -9179026.000000 Penalty: 5466.912109
	Iteration 15Q: 3 clusters Score -9179026 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -9179108.000000 Penalty: 5466.912109
	Iteration 16Q: 3 clusters Score -9179108 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -9179166.000000 Penalty: 5466.912109
	Iteration 17Q: 3 clusters Score -9179166 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -9179302.000000 Penalty: 5466.912109
	Iteration 18Q: 3 clusters Score -9179302 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9179421.000000 Penalty: 5466.912109
	Iteration 19Q: 3 clusters Score -9179421 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -9179485.000000 Penalty: 5466.912109
	Iteration 20F: 3 clusters Score -9179485 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -9179567.000000 Penalty: 5466.912109
	Iteration 21Q: 3 clusters Score -9179567 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9179697.000000 Penalty: 5466.912109
	Iteration 22Q: 3 clusters Score -9179697 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -9179840.000000 Penalty: 5466.912109
	Iteration 23Q: 3 clusters Score -9179840 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9179945.000000 Penalty: 5466.912109
	Iteration 24Q: 3 clusters Score -9179945 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9180053.000000 Penalty: 5466.912109
	Iteration 25Q: 3 clusters Score -9180053 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -9180154.000000 Penalty: 5466.912109
	Iteration 26Q: 3 clusters Score -9180154 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -9180255.000000 Penalty: 5466.912109
	Iteration 27Q: 3 clusters Score -9180255 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56901 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -9180348.000000 Penalty: 5466.912109
	Iteration 28Q: 3 clusters Score -9180348 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -9180461.000000 Penalty: 5466.912109
	Iteration 29Q: 3 clusters Score -9180461 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57432 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9180579.000000 Penalty: 5466.912109
	Iteration 30Q: 3 clusters Score -9180579 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -9180667.000000 Penalty: 5466.912109
	Iteration 31Q: 3 clusters Score -9180667 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9180779.000000 Penalty: 5466.912109
	Iteration 32Q: 3 clusters Score -9180779 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9180869.000000 Penalty: 5466.912109
	Iteration 33Q: 3 clusters Score -9180869 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9180962.000000 Penalty: 5466.912109
	Iteration 34Q: 3 clusters Score -9180962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9181051.000000 Penalty: 5466.912109
	Iteration 35Q: 3 clusters Score -9181051 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9181127.000000 Penalty: 5466.912109
	Iteration 36Q: 3 clusters Score -9181127 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -9181174.000000 Penalty: 5466.912109
	Iteration 37Q: 3 clusters Score -9181174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9181213.000000 Penalty: 5466.912109
	Iteration 38Q: 3 clusters Score -9181213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9181229.000000 Penalty: 5466.912109
	Iteration 39Q: 3 clusters Score -9181229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9181280.000000 Penalty: 5466.912109
	Iteration 40F: 3 clusters Score -9181280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9181290.000000 Penalty: 5466.912109
	Iteration 41Q: 3 clusters Score -9181290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9181295.000000 Penalty: 5466.912109
	Iteration 42Q: 3 clusters Score -9181295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9181296.000000 Penalty: 5466.912109
	Iteration 43Q: 3 clusters Score -9181296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9181314.000000 Penalty: 5466.912109
	Iteration 44Q: 3 clusters Score -9181314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9181346.000000 Penalty: 5466.912109
	Iteration 45Q: 3 clusters Score -9181346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9181361.000000 Penalty: 5466.912109
	Iteration 46Q: 3 clusters Score -9181361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9181363.000000 Penalty: 5466.912109
	Iteration 47Q: 3 clusters Score -9181363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9181375.000000 Penalty: 5466.912109
	Iteration 48Q: 3 clusters Score -9181375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9181374.000000 Penalty: 5466.912109
	Iteration 49Q: 3 clusters Score -9181374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9181393.000000 Penalty: 5466.912109
	Iteration 50Q: 3 clusters Score -9181393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9181390.000000 Penalty: 5466.912109
	Iteration 51Q: 3 clusters Score -9181390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9181388.000000 Penalty: 5466.912109
	Iteration 52Q: 3 clusters Score -9181388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9181381.000000 Penalty: 5466.912109
	Iteration 53Q: 3 clusters Score -9181381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9181379.000000 Penalty: 5466.912109
	Iteration 54Q: 3 clusters Score -9181379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9181386.000000 Penalty: 5466.912109
	Iteration 55Q: 3 clusters Score -9181386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9181387.000000 Penalty: 5466.912109
	Iteration 56Q: 3 clusters Score -9181387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9181380.000000 Penalty: 5466.912109
	Iteration 57Q: 3 clusters Score -9181380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9181385.000000 Penalty: 5466.912109
	Iteration 58Q: 3 clusters Score -9181385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9181379.000000 Penalty: 5466.912109
	Iteration 59Q: 3 clusters Score -9181379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9181380.000000 Penalty: 5466.912109
	Iteration 60F: 3 clusters Score -9181380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9181373.000000 Penalty: 5466.912109
	Iteration 61Q: 3 clusters Score -9181373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9181379.000000 Penalty: 5466.912109
	Iteration 62Q: 3 clusters Score -9181379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9181374.000000 Penalty: 5466.912109
	Iteration 63Q: 3 clusters Score -9181374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9181373.000000 Penalty: 5466.912109
	Iteration 64Q: 3 clusters Score -9181373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9181371.000000 Penalty: 5466.912109
	Iteration 65Q: 3 clusters Score -9181371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9181371.000000 Penalty: 5466.912109
	Iteration 66Q: 3 clusters Score -9181371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9181381.000000 Penalty: 5466.912109
	Iteration 67Q: 3 clusters Score -9181381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9181389.000000 Penalty: 5466.912109
	Iteration 68Q: 3 clusters Score -9181389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9181386.000000 Penalty: 5466.912109
	Iteration 69Q: 3 clusters Score -9181386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9181384.000000 Penalty: 5466.912109
	Iteration 70Q: 3 clusters Score -9181384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9181384.000000 Penalty: 5466.912109
	Iteration 71F: 3 clusters Score -9181384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28221.025391 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28221.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28355.478516 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28355.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28370.058594 Penalty: 2734.660645
	Iteration 2Q: 3 clusters Score -28370.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28371.671875 Penalty: 2734.660645
	Iteration 3Q: 3 clusters Score -28371.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28372.941406 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28372.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28372.941406 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -28372.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Entering Unmasked Estep 
Score: -1748444.000000 Penalty: 2324.938477
	Iteration 0F: 2 clusters Score -1748444 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 5946 members 
Entering Unmasked Estep 
Score: -1739616.625000 Penalty: 4649.876953
	Iteration 0F: 3 clusters Score -1739617 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1742232.250000 Penalty: 4649.876953
	Iteration 1F: 3 clusters Score -1742232 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1742626.750000 Penalty: 4649.876953
	Iteration 2F: 3 clusters Score -1742627 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1742955.875000 Penalty: 4649.876953
	Iteration 3F: 3 clusters Score -1742956 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1743292.750000 Penalty: 4649.876953
	Iteration 4F: 3 clusters Score -1743293 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1743637.625000 Penalty: 4649.876953
	Iteration 5Q: 3 clusters Score -1743638 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1744026.625000 Penalty: 4649.876953
	Iteration 6F: 3 clusters Score -1744027 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1744448.750000 Penalty: 4649.876953
	Iteration 7F: 3 clusters Score -1744449 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1744870.000000 Penalty: 4649.876953
	Iteration 8F: 3 clusters Score -1744870 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1745217.000000 Penalty: 4649.876953
	Iteration 9Q: 3 clusters Score -1745217 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1745461.375000 Penalty: 4649.876953
	Iteration 10Q: 3 clusters Score -1745461 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1745647.000000 Penalty: 4649.876953
	Iteration 11Q: 3 clusters Score -1745647 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1745793.000000 Penalty: 4649.876953
	Iteration 12Q: 3 clusters Score -1745793 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1745921.500000 Penalty: 4649.876953
	Iteration 13Q: 3 clusters Score -1745922 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1746003.125000 Penalty: 4649.876953
	Iteration 14Q: 3 clusters Score -1746003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1746080.500000 Penalty: 4649.876953
	Iteration 15Q: 3 clusters Score -1746080 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1746154.500000 Penalty: 4649.876953
	Iteration 16Q: 3 clusters Score -1746154 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1746208.000000 Penalty: 4649.876953
	Iteration 17Q: 3 clusters Score -1746208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1746254.375000 Penalty: 4649.876953
	Iteration 18Q: 3 clusters Score -1746254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1746284.375000 Penalty: 4649.876953
	Iteration 19Q: 3 clusters Score -1746284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1746310.125000 Penalty: 4649.876953
	Iteration 20F: 3 clusters Score -1746310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1746327.625000 Penalty: 4649.876953
	Iteration 21Q: 3 clusters Score -1746328 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1746353.500000 Penalty: 4649.876953
	Iteration 22Q: 3 clusters Score -1746354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1746372.875000 Penalty: 4649.876953
	Iteration 23Q: 3 clusters Score -1746373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1746387.750000 Penalty: 4649.876953
	Iteration 24Q: 3 clusters Score -1746388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1746409.000000 Penalty: 4649.876953
	Iteration 25Q: 3 clusters Score -1746409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1746437.000000 Penalty: 4649.876953
	Iteration 26Q: 3 clusters Score -1746437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1746455.875000 Penalty: 4649.876953
	Iteration 27Q: 3 clusters Score -1746456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1746479.250000 Penalty: 4649.876953
	Iteration 28Q: 3 clusters Score -1746479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1746505.750000 Penalty: 4649.876953
	Iteration 29Q: 3 clusters Score -1746506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1746525.875000 Penalty: 4649.876953
	Iteration 30Q: 3 clusters Score -1746526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1746538.250000 Penalty: 4649.876953
	Iteration 31Q: 3 clusters Score -1746538 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1746549.500000 Penalty: 4649.876953
	Iteration 32Q: 3 clusters Score -1746550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1746555.000000 Penalty: 4649.876953
	Iteration 33Q: 3 clusters Score -1746555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1746562.000000 Penalty: 4649.876953
	Iteration 34Q: 3 clusters Score -1746562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1746571.750000 Penalty: 4649.876953
	Iteration 35Q: 3 clusters Score -1746572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1746578.125000 Penalty: 4649.876953
	Iteration 36Q: 3 clusters Score -1746578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1746587.750000 Penalty: 4649.876953
	Iteration 37Q: 3 clusters Score -1746588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1746589.625000 Penalty: 4649.876953
	Iteration 38Q: 3 clusters Score -1746590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1746597.875000 Penalty: 4649.876953
	Iteration 39Q: 3 clusters Score -1746598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1746603.500000 Penalty: 4649.876953
	Iteration 40F: 3 clusters Score -1746604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1746614.500000 Penalty: 4649.876953
	Iteration 41Q: 3 clusters Score -1746614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1746626.500000 Penalty: 4649.876953
	Iteration 42Q: 3 clusters Score -1746626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1746632.750000 Penalty: 4649.876953
	Iteration 43Q: 3 clusters Score -1746633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1746636.125000 Penalty: 4649.876953
	Iteration 44Q: 3 clusters Score -1746636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1746639.750000 Penalty: 4649.876953
	Iteration 45Q: 3 clusters Score -1746640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1746643.750000 Penalty: 4649.876953
	Iteration 46Q: 3 clusters Score -1746644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1746648.250000 Penalty: 4649.876953
	Iteration 47Q: 3 clusters Score -1746648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1746650.875000 Penalty: 4649.876953
	Iteration 48Q: 3 clusters Score -1746651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1746657.250000 Penalty: 4649.876953
	Iteration 49Q: 3 clusters Score -1746657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1746656.375000 Penalty: 4649.876953
	Iteration 50Q: 3 clusters Score -1746656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1746660.750000 Penalty: 4649.876953
	Iteration 51Q: 3 clusters Score -1746661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1746664.000000 Penalty: 4649.876953
	Iteration 52Q: 3 clusters Score -1746664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1746672.750000 Penalty: 4649.876953
	Iteration 53Q: 3 clusters Score -1746673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1746671.750000 Penalty: 4649.876953
	Iteration 54Q: 3 clusters Score -1746672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1746674.375000 Penalty: 4649.876953
	Iteration 55Q: 3 clusters Score -1746674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1746675.625000 Penalty: 4649.876953
	Iteration 56Q: 3 clusters Score -1746676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1746673.625000 Penalty: 4649.876953
	Iteration 57Q: 3 clusters Score -1746674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1746673.000000 Penalty: 4649.876953
	Iteration 58Q: 3 clusters Score -1746673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1746675.875000 Penalty: 4649.876953
	Iteration 59Q: 3 clusters Score -1746676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1746675.125000 Penalty: 4649.876953
	Iteration 60F: 3 clusters Score -1746675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -422631.250000 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -422631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -419331.468750 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -419331.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -420175.062500 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -420175.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -420491.656250 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -420491.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -420855.156250 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -420855.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -421229.375000 Penalty: 3982.437012
	Iteration 4F: 3 clusters Score -421229.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -421584.531250 Penalty: 3982.437012
	Iteration 5F: 3 clusters Score -421584.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -421955.906250 Penalty: 3982.437012
	Iteration 6F: 3 clusters Score -421955.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -422336.937500 Penalty: 3982.437012
	Iteration 7F: 3 clusters Score -422336.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -422624.593750 Penalty: 3982.437012
	Iteration 8F: 3 clusters Score -422624.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -422856.031250 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -422856 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -423017.531250 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -423017.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -423111.812500 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -423111.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -423171.343750 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -423171.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -423213.500000 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -423213.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -423258.093750 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -423258.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -423289.500000 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -423289.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -423294.125000 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -423294.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -423295.656250 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -423295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -423296.312500 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -423296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -423296.312500 Penalty: 3982.437012
	Iteration 19F: 3 clusters Score -423296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 1549 members 
Entering Unmasked Estep 
Score: -115062520.000000 Penalty: 161847.281250
Splitting cluster 8 changes total score from -115062952.000000 to -115062520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Entering Unmasked Estep 
Score: -1943455.250000 Penalty: 2355.633545
	Iteration 0F: 2 clusters Score -1943455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1933687.875000 Penalty: 4711.267090
	Iteration 0F: 3 clusters Score -1933688 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1936754.500000 Penalty: 4711.267090
	Iteration 1F: 3 clusters Score -1936754 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1937297.250000 Penalty: 4711.267090
	Iteration 2F: 3 clusters Score -1937297 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1937813.500000 Penalty: 4711.267090
	Iteration 3F: 3 clusters Score -1937814 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1938332.500000 Penalty: 4711.267090
	Iteration 4F: 3 clusters Score -1938332 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1938823.250000 Penalty: 4711.267090
	Iteration 5F: 3 clusters Score -1938823 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1939429.125000 Penalty: 4711.267090
	Iteration 6F: 3 clusters Score -1939429 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1940144.750000 Penalty: 4711.267090
	Iteration 7F: 3 clusters Score -1940145 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1940810.750000 Penalty: 4711.267090
	Iteration 8F: 3 clusters Score -1940811 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1941405.250000 Penalty: 4711.267090
	Iteration 9F: 3 clusters Score -1941405 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1941865.625000 Penalty: 4711.267090
	Iteration 10Q: 3 clusters Score -1941866 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1942124.000000 Penalty: 4711.267090
	Iteration 11Q: 3 clusters Score -1942124 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1942279.125000 Penalty: 4711.267090
	Iteration 12Q: 3 clusters Score -1942279 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1942365.750000 Penalty: 4711.267090
	Iteration 13Q: 3 clusters Score -1942366 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1942431.750000 Penalty: 4711.267090
	Iteration 14Q: 3 clusters Score -1942432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1942462.625000 Penalty: 4711.267090
	Iteration 15Q: 3 clusters Score -1942463 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1942483.250000 Penalty: 4711.267090
	Iteration 16Q: 3 clusters Score -1942483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1942493.375000 Penalty: 4711.267090
	Iteration 17Q: 3 clusters Score -1942493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1942502.625000 Penalty: 4711.267090
	Iteration 18Q: 3 clusters Score -1942503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1942516.000000 Penalty: 4711.267090
	Iteration 19Q: 3 clusters Score -1942516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1942518.375000 Penalty: 4711.267090
	Iteration 20F: 3 clusters Score -1942518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1942520.875000 Penalty: 4711.267090
	Iteration 21Q: 3 clusters Score -1942521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1942524.875000 Penalty: 4711.267090
	Iteration 22Q: 3 clusters Score -1942525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1942529.750000 Penalty: 4711.267090
	Iteration 23Q: 3 clusters Score -1942530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1942535.625000 Penalty: 4711.267090
	Iteration 24Q: 3 clusters Score -1942536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1942536.125000 Penalty: 4711.267090
	Iteration 25Q: 3 clusters Score -1942536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1942539.750000 Penalty: 4711.267090
	Iteration 26Q: 3 clusters Score -1942540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1942542.625000 Penalty: 4711.267090
	Iteration 27Q: 3 clusters Score -1942543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1942540.500000 Penalty: 4711.267090
	Iteration 28Q: 3 clusters Score -1942540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1942543.125000 Penalty: 4711.267090
	Iteration 29Q: 3 clusters Score -1942543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1942548.875000 Penalty: 4711.267090
	Iteration 30Q: 3 clusters Score -1942549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1942550.250000 Penalty: 4711.267090
	Iteration 31Q: 3 clusters Score -1942550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1942548.125000 Penalty: 4711.267090
	Iteration 32Q: 3 clusters Score -1942548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1942549.250000 Penalty: 4711.267090
	Iteration 33Q: 3 clusters Score -1942549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1942547.125000 Penalty: 4711.267090
	Iteration 34Q: 3 clusters Score -1942547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1942546.500000 Penalty: 4711.267090
	Iteration 35Q: 3 clusters Score -1942546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1942546.250000 Penalty: 4711.267090
	Iteration 36Q: 3 clusters Score -1942546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1942546.750000 Penalty: 4711.267090
	Iteration 37Q: 3 clusters Score -1942547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1942546.625000 Penalty: 4711.267090
	Iteration 38Q: 3 clusters Score -1942547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1942549.125000 Penalty: 4711.267090
	Iteration 39Q: 3 clusters Score -1942549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1942552.625000 Penalty: 4711.267090
	Iteration 40F: 3 clusters Score -1942553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1942552.500000 Penalty: 4711.267090
	Iteration 41Q: 3 clusters Score -1942552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1942557.000000 Penalty: 4711.267090
	Iteration 42Q: 3 clusters Score -1942557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1942560.000000 Penalty: 4711.267090
	Iteration 43Q: 3 clusters Score -1942560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1942561.750000 Penalty: 4711.267090
	Iteration 44Q: 3 clusters Score -1942562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1942561.625000 Penalty: 4711.267090
	Iteration 45Q: 3 clusters Score -1942562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1942567.375000 Penalty: 4711.267090
	Iteration 46Q: 3 clusters Score -1942567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1942567.500000 Penalty: 4711.267090
	Iteration 47Q: 3 clusters Score -1942568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1942570.500000 Penalty: 4711.267090
	Iteration 48Q: 3 clusters Score -1942570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1942569.750000 Penalty: 4711.267090
	Iteration 49Q: 3 clusters Score -1942570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1942567.000000 Penalty: 4711.267090
	Iteration 50Q: 3 clusters Score -1942567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1942567.375000 Penalty: 4711.267090
	Iteration 51Q: 3 clusters Score -1942567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1942567.375000 Penalty: 4711.267090
	Iteration 52F: 3 clusters Score -1942567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Entering Unmasked Estep 
Score: -3213100.500000 Penalty: 2477.380127
	Iteration 0F: 2 clusters Score -3213100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -3197901.500000 Penalty: 4954.760254
	Iteration 0F: 3 clusters Score -3197902 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3202976.750000 Penalty: 4954.760254
	Iteration 1F: 3 clusters Score -3202977 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -3203488.500000 Penalty: 4954.760254
	Iteration 2F: 3 clusters Score -3203488 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3204078.750000 Penalty: 4954.760254
	Iteration 3F: 3 clusters Score -3204079 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3204912.000000 Penalty: 4954.760254
	Iteration 4F: 3 clusters Score -3204912 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3206053.750000 Penalty: 4954.760254
	Iteration 5F: 3 clusters Score -3206054 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3207314.250000 Penalty: 4954.760254
	Iteration 6F: 3 clusters Score -3207314 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3208407.000000 Penalty: 4954.760254
	Iteration 7F: 3 clusters Score -3208407 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3209154.500000 Penalty: 4954.760254
	Iteration 8F: 3 clusters Score -3209154 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3209683.750000 Penalty: 4954.760254
	Iteration 9Q: 3 clusters Score -3209684 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3210033.750000 Penalty: 4954.760254
	Iteration 10Q: 3 clusters Score -3210034 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3210265.500000 Penalty: 4954.760254
	Iteration 11Q: 3 clusters Score -3210266 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -3210411.500000 Penalty: 4954.760254
	Iteration 12Q: 3 clusters Score -3210412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -3210540.500000 Penalty: 4954.760254
	Iteration 13Q: 3 clusters Score -3210540 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3210652.750000 Penalty: 4954.760254
	Iteration 14Q: 3 clusters Score -3210653 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3210751.750000 Penalty: 4954.760254
	Iteration 15Q: 3 clusters Score -3210752 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -3210837.500000 Penalty: 4954.760254
	Iteration 16Q: 3 clusters Score -3210838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3210899.500000 Penalty: 4954.760254
	Iteration 17Q: 3 clusters Score -3210900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3210962.750000 Penalty: 4954.760254
	Iteration 18Q: 3 clusters Score -3210963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -3210997.500000 Penalty: 4954.760254
	Iteration 19Q: 3 clusters Score -3210998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3211020.250000 Penalty: 4954.760254
	Iteration 20F: 3 clusters Score -3211020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3211046.000000 Penalty: 4954.760254
	Iteration 21Q: 3 clusters Score -3211046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3211050.000000 Penalty: 4954.760254
	Iteration 22Q: 3 clusters Score -3211050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3211064.250000 Penalty: 4954.760254
	Iteration 23Q: 3 clusters Score -3211064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3211078.750000 Penalty: 4954.760254
	Iteration 24Q: 3 clusters Score -3211079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -3211090.250000 Penalty: 4954.760254
	Iteration 25Q: 3 clusters Score -3211090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3211106.000000 Penalty: 4954.760254
	Iteration 26Q: 3 clusters Score -3211106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3211110.250000 Penalty: 4954.760254
	Iteration 27Q: 3 clusters Score -3211110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -3211116.250000 Penalty: 4954.760254
	Iteration 28Q: 3 clusters Score -3211116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3211117.250000 Penalty: 4954.760254
	Iteration 29Q: 3 clusters Score -3211117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3211120.750000 Penalty: 4954.760254
	Iteration 30Q: 3 clusters Score -3211121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3211129.000000 Penalty: 4954.760254
	Iteration 31Q: 3 clusters Score -3211129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3211138.250000 Penalty: 4954.760254
	Iteration 32Q: 3 clusters Score -3211138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3211134.500000 Penalty: 4954.760254
	Iteration 33Q: 3 clusters Score -3211134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3211132.500000 Penalty: 4954.760254
	Iteration 34Q: 3 clusters Score -3211132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -3211136.500000 Penalty: 4954.760254
	Iteration 35Q: 3 clusters Score -3211136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3211138.250000 Penalty: 4954.760254
	Iteration 36Q: 3 clusters Score -3211138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3211144.000000 Penalty: 4954.760254
	Iteration 37Q: 3 clusters Score -3211144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3211140.250000 Penalty: 4954.760254
	Iteration 38Q: 3 clusters Score -3211140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -3211143.250000 Penalty: 4954.760254
	Iteration 39Q: 3 clusters Score -3211143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3211145.250000 Penalty: 4954.760254
	Iteration 40F: 3 clusters Score -3211145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3211147.000000 Penalty: 4954.760254
	Iteration 41Q: 3 clusters Score -3211147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3211147.000000 Penalty: 4954.760254
	Iteration 42Q: 3 clusters Score -3211147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3211149.250000 Penalty: 4954.760254
	Iteration 43Q: 3 clusters Score -3211149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3211147.500000 Penalty: 4954.760254
	Iteration 44Q: 3 clusters Score -3211148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3211148.000000 Penalty: 4954.760254
	Iteration 45Q: 3 clusters Score -3211148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3211147.250000 Penalty: 4954.760254
	Iteration 46Q: 3 clusters Score -3211147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3211150.750000 Penalty: 4954.760254
	Iteration 47Q: 3 clusters Score -3211151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3211158.250000 Penalty: 4954.760254
	Iteration 48Q: 3 clusters Score -3211158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3211161.500000 Penalty: 4954.760254
	Iteration 49Q: 3 clusters Score -3211162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3211161.000000 Penalty: 4954.760254
	Iteration 50Q: 3 clusters Score -3211161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -3211164.250000 Penalty: 4954.760254
	Iteration 51Q: 3 clusters Score -3211164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3211172.750000 Penalty: 4954.760254
	Iteration 52Q: 3 clusters Score -3211173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3211172.250000 Penalty: 4954.760254
	Iteration 53Q: 3 clusters Score -3211172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -3211172.000000 Penalty: 4954.760254
	Iteration 54Q: 3 clusters Score -3211172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3211174.000000 Penalty: 4954.760254
	Iteration 55Q: 3 clusters Score -3211174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3211171.000000 Penalty: 4954.760254
	Iteration 56Q: 3 clusters Score -3211171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3211173.250000 Penalty: 4954.760254
	Iteration 57Q: 3 clusters Score -3211173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -3211176.000000 Penalty: 4954.760254
	Iteration 58Q: 3 clusters Score -3211176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3211178.000000 Penalty: 4954.760254
	Iteration 59Q: 3 clusters Score -3211178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3211174.250000 Penalty: 4954.760254
	Iteration 60F: 3 clusters Score -3211174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3211177.000000 Penalty: 4954.760254
	Iteration 61Q: 3 clusters Score -3211177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3211179.500000 Penalty: 4954.760254
	Iteration 62Q: 3 clusters Score -3211180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3211178.000000 Penalty: 4954.760254
	Iteration 63Q: 3 clusters Score -3211178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3211178.250000 Penalty: 4954.760254
	Iteration 64Q: 3 clusters Score -3211178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3211178.250000 Penalty: 4954.760254
	Iteration 65F: 3 clusters Score -3211178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -527625.187500 Penalty: 2072.250977
	Iteration 0F: 2 clusters Score -527625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -523590.000000 Penalty: 4144.501953
	Iteration 0F: 3 clusters Score -523590 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -524688.875000 Penalty: 4144.501953
	Iteration 1F: 3 clusters Score -524688.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -525134.937500 Penalty: 4144.501953
	Iteration 2F: 3 clusters Score -525134.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -525525.812500 Penalty: 4144.501953
	Iteration 3F: 3 clusters Score -525525.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -525809.750000 Penalty: 4144.501953
	Iteration 4F: 3 clusters Score -525809.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -526067.937500 Penalty: 4144.501953
	Iteration 5F: 3 clusters Score -526067.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -526307.000000 Penalty: 4144.501953
	Iteration 6F: 3 clusters Score -526307 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -526546.937500 Penalty: 4144.501953
	Iteration 7Q: 3 clusters Score -526546.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -526714.437500 Penalty: 4144.501953
	Iteration 8Q: 3 clusters Score -526714.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -526798.062500 Penalty: 4144.501953
	Iteration 9Q: 3 clusters Score -526798.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -526854.750000 Penalty: 4144.501953
	Iteration 10Q: 3 clusters Score -526854.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -526895.500000 Penalty: 4144.501953
	Iteration 11Q: 3 clusters Score -526895.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -526916.187500 Penalty: 4144.501953
	Iteration 12Q: 3 clusters Score -526916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -526931.437500 Penalty: 4144.501953
	Iteration 13Q: 3 clusters Score -526931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -526938.937500 Penalty: 4144.501953
	Iteration 14Q: 3 clusters Score -526938.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -526942.875000 Penalty: 4144.501953
	Iteration 15Q: 3 clusters Score -526942.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -526946.562500 Penalty: 4144.501953
	Iteration 16Q: 3 clusters Score -526946.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -526950.062500 Penalty: 4144.501953
	Iteration 17Q: 3 clusters Score -526950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -526956.437500 Penalty: 4144.501953
	Iteration 18Q: 3 clusters Score -526956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -526959.500000 Penalty: 4144.501953
	Iteration 19Q: 3 clusters Score -526959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -526965.250000 Penalty: 4144.501953
	Iteration 20F: 3 clusters Score -526965.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -526970.250000 Penalty: 4144.501953
	Iteration 21Q: 3 clusters Score -526970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -526971.312500 Penalty: 4144.501953
	Iteration 22Q: 3 clusters Score -526971.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -526976.000000 Penalty: 4144.501953
	Iteration 23Q: 3 clusters Score -526976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -526981.625000 Penalty: 4144.501953
	Iteration 24Q: 3 clusters Score -526981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -526987.187500 Penalty: 4144.501953
	Iteration 25Q: 3 clusters Score -526987.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -526994.687500 Penalty: 4144.501953
	Iteration 26Q: 3 clusters Score -526994.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -527000.625000 Penalty: 4144.501953
	Iteration 27Q: 3 clusters Score -527000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -527004.187500 Penalty: 4144.501953
	Iteration 28Q: 3 clusters Score -527004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -527007.375000 Penalty: 4144.501953
	Iteration 29Q: 3 clusters Score -527007.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -527008.812500 Penalty: 4144.501953
	Iteration 30Q: 3 clusters Score -527008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -527011.312500 Penalty: 4144.501953
	Iteration 31Q: 3 clusters Score -527011.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -527012.187500 Penalty: 4144.501953
	Iteration 32Q: 3 clusters Score -527012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -527013.312500 Penalty: 4144.501953
	Iteration 33Q: 3 clusters Score -527013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -527014.437500 Penalty: 4144.501953
	Iteration 34Q: 3 clusters Score -527014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -527019.062500 Penalty: 4144.501953
	Iteration 35Q: 3 clusters Score -527019.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -527021.812500 Penalty: 4144.501953
	Iteration 36Q: 3 clusters Score -527021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -527024.750000 Penalty: 4144.501953
	Iteration 37Q: 3 clusters Score -527024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -527029.937500 Penalty: 4144.501953
	Iteration 38Q: 3 clusters Score -527029.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -527032.562500 Penalty: 4144.501953
	Iteration 39Q: 3 clusters Score -527032.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -527035.375000 Penalty: 4144.501953
	Iteration 40F: 3 clusters Score -527035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -527035.000000 Penalty: 4144.501953
	Iteration 41Q: 3 clusters Score -527035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -527035.937500 Penalty: 4144.501953
	Iteration 42Q: 3 clusters Score -527035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -527037.000000 Penalty: 4144.501953
	Iteration 43Q: 3 clusters Score -527037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -527038.562500 Penalty: 4144.501953
	Iteration 44Q: 3 clusters Score -527038.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -527039.750000 Penalty: 4144.501953
	Iteration 45Q: 3 clusters Score -527039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -527041.875000 Penalty: 4144.501953
	Iteration 46Q: 3 clusters Score -527041.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -527041.437500 Penalty: 4144.501953
	Iteration 47Q: 3 clusters Score -527041.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -527041.687500 Penalty: 4144.501953
	Iteration 48Q: 3 clusters Score -527041.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -527041.687500 Penalty: 4144.501953
	Iteration 49Q: 3 clusters Score -527041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -527041.687500 Penalty: 4144.501953
	Iteration 50F: 3 clusters Score -527041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95560 members 
Entering Unmasked Estep 
Score: -14368519.000000 Penalty: 2843.942383
	Iteration 0F: 2 clusters Score -1.436852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -14304648.000000 Penalty: 5687.884766
	Iteration 0F: 3 clusters Score -1.430465e+07 nChanged 45162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -14330469.000000 Penalty: 5687.884766
	Iteration 1F: 3 clusters Score -1.433047e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -14331172.000000 Penalty: 5687.884766
	Iteration 2Q: 3 clusters Score -1.433117e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -14331943.000000 Penalty: 5687.884766
	Iteration 3Q: 3 clusters Score -1.433194e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -14332803.000000 Penalty: 5687.884766
	Iteration 4Q: 3 clusters Score -1.43328e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -14333674.000000 Penalty: 5687.884766
	Iteration 5Q: 3 clusters Score -1.433367e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -14334776.000000 Penalty: 5687.884766
	Iteration 6Q: 3 clusters Score -1.433478e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -14336117.000000 Penalty: 5687.884766
	Iteration 7Q: 3 clusters Score -1.433612e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -14337587.000000 Penalty: 5687.884766
	Iteration 8Q: 3 clusters Score -1.433759e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -14339442.000000 Penalty: 5687.884766
	Iteration 9Q: 3 clusters Score -1.433944e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
Score: -14341705.000000 Penalty: 5687.884766
	Iteration 10Q: 3 clusters Score -1.43417e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 59301 members 
Entering Unmasked Estep 
Score: -14344181.000000 Penalty: 5687.884766
	Iteration 11Q: 3 clusters Score -1.434418e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -14346626.000000 Penalty: 5687.884766
	Iteration 12Q: 3 clusters Score -1.434663e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -14348764.000000 Penalty: 5687.884766
	Iteration 13Q: 3 clusters Score -1.434876e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
Score: -14350791.000000 Penalty: 5687.884766
	Iteration 14Q: 3 clusters Score -1.435079e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -14352362.000000 Penalty: 5687.884766
	Iteration 15Q: 3 clusters Score -1.435236e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -14353884.000000 Penalty: 5687.884766
	Iteration 16Q: 3 clusters Score -1.435388e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -14355105.000000 Penalty: 5687.884766
	Iteration 17Q: 3 clusters Score -1.43551e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -14356301.000000 Penalty: 5687.884766
	Iteration 18Q: 3 clusters Score -1.43563e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -14357468.000000 Penalty: 5687.884766
	Iteration 19Q: 3 clusters Score -1.435747e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 82664 members 
Entering Unmasked Estep 
Score: -14358723.000000 Penalty: 5687.884766
	Iteration 20F: 3 clusters Score -1.435872e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -14360004.000000 Penalty: 5687.884766
	Iteration 21Q: 3 clusters Score -1.436e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -14361188.000000 Penalty: 5687.884766
	Iteration 22Q: 3 clusters Score -1.436119e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 88245 members 
Entering Unmasked Estep 
Score: -14362122.000000 Penalty: 5687.884766
	Iteration 23Q: 3 clusters Score -1.436212e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -14362964.000000 Penalty: 5687.884766
	Iteration 24Q: 3 clusters Score -1.436296e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 90789 members 
Entering Unmasked Estep 
Score: -14363734.000000 Penalty: 5687.884766
	Iteration 25Q: 3 clusters Score -1.436373e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -14364305.000000 Penalty: 5687.884766
	Iteration 26Q: 3 clusters Score -1.43643e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -14364728.000000 Penalty: 5687.884766
	Iteration 27Q: 3 clusters Score -1.436473e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 92991 members 
Entering Unmasked Estep 
Score: -14365073.000000 Penalty: 5687.884766
	Iteration 28Q: 3 clusters Score -1.436507e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 93429 members 
Entering Unmasked Estep 
Score: -14365278.000000 Penalty: 5687.884766
	Iteration 29Q: 3 clusters Score -1.436528e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -14365477.000000 Penalty: 5687.884766
	Iteration 30Q: 3 clusters Score -1.436548e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 94047 members 
Entering Unmasked Estep 
Score: -14365585.000000 Penalty: 5687.884766
	Iteration 31Q: 3 clusters Score -1.436558e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 94244 members 
Entering Unmasked Estep 
Score: -14365720.000000 Penalty: 5687.884766
	Iteration 32Q: 3 clusters Score -1.436572e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -14365794.000000 Penalty: 5687.884766
	Iteration 33Q: 3 clusters Score -1.436579e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -14365880.000000 Penalty: 5687.884766
	Iteration 34Q: 3 clusters Score -1.436588e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -14365923.000000 Penalty: 5687.884766
	Iteration 35Q: 3 clusters Score -1.436592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -14365948.000000 Penalty: 5687.884766
	Iteration 36Q: 3 clusters Score -1.436595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -14365972.000000 Penalty: 5687.884766
	Iteration 37Q: 3 clusters Score -1.436597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 94713 members 
Entering Unmasked Estep 
Score: -14366010.000000 Penalty: 5687.884766
	Iteration 38Q: 3 clusters Score -1.436601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -14366012.000000 Penalty: 5687.884766
	Iteration 39Q: 3 clusters Score -1.436601e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 94771 members 
Entering Unmasked Estep 
Score: -14366050.000000 Penalty: 5687.884766
	Iteration 40F: 3 clusters Score -1.436605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -14366098.000000 Penalty: 5687.884766
	Iteration 41Q: 3 clusters Score -1.43661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 94822 members 
Entering Unmasked Estep 
Score: -14366102.000000 Penalty: 5687.884766
	Iteration 42Q: 3 clusters Score -1.43661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 94836 members 
Entering Unmasked Estep 
Score: -14366111.000000 Penalty: 5687.884766
	Iteration 43Q: 3 clusters Score -1.436611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -14366130.000000 Penalty: 5687.884766
	Iteration 44Q: 3 clusters Score -1.436613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 94860 members 
Entering Unmasked Estep 
Score: -14366137.000000 Penalty: 5687.884766
	Iteration 45Q: 3 clusters Score -1.436614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -14366140.000000 Penalty: 5687.884766
	Iteration 46Q: 3 clusters Score -1.436614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 94869 members 
Entering Unmasked Estep 
Score: -14366147.000000 Penalty: 5687.884766
	Iteration 47Q: 3 clusters Score -1.436615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -14366153.000000 Penalty: 5687.884766
	Iteration 48Q: 3 clusters Score -1.436615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -14366154.000000 Penalty: 5687.884766
	Iteration 49Q: 3 clusters Score -1.436615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 94877 members 
Entering Unmasked Estep 
Score: -14366154.000000 Penalty: 5687.884766
	Iteration 50Q: 3 clusters Score -1.436615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -14366155.000000 Penalty: 5687.884766
	Iteration 51Q: 3 clusters Score -1.436616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 94893 members 
Entering Unmasked Estep 
Score: -14366178.000000 Penalty: 5687.884766
	Iteration 52Q: 3 clusters Score -1.436618e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -14366189.000000 Penalty: 5687.884766
	Iteration 53Q: 3 clusters Score -1.436619e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 94918 members 
Entering Unmasked Estep 
Score: -14366204.000000 Penalty: 5687.884766
	Iteration 54Q: 3 clusters Score -1.43662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 94923 members 
Entering Unmasked Estep 
Score: -14366203.000000 Penalty: 5687.884766
	Iteration 55Q: 3 clusters Score -1.43662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -14366203.000000 Penalty: 5687.884766
	Iteration 56Q: 3 clusters Score -1.43662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -14366219.000000 Penalty: 5687.884766
	Iteration 57Q: 3 clusters Score -1.436622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94935 members 
Entering Unmasked Estep 
Score: -14366211.000000 Penalty: 5687.884766
	Iteration 58Q: 3 clusters Score -1.436621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -14366213.000000 Penalty: 5687.884766
	Iteration 59Q: 3 clusters Score -1.436621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -14366218.000000 Penalty: 5687.884766
	Iteration 60F: 3 clusters Score -1.436622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -14366218.000000 Penalty: 5687.884766
	Iteration 61Q: 3 clusters Score -1.436622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 94947 members 
Entering Unmasked Estep 
Score: -14366216.000000 Penalty: 5687.884766
	Iteration 62Q: 3 clusters Score -1.436622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -14366222.000000 Penalty: 5687.884766
	Iteration 63Q: 3 clusters Score -1.436622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -14366217.000000 Penalty: 5687.884766
	Iteration 64Q: 3 clusters Score -1.436622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -14366217.000000 Penalty: 5687.884766
	Iteration 65F: 3 clusters Score -1.436622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -827582.937500 Penalty: 2146.450195
	Iteration 0F: 2 clusters Score -827582.9 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 2845 members 
Entering Unmasked Estep 
Score: -822688.687500 Penalty: 4292.900391
	Iteration 0F: 3 clusters Score -822688.7 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -824281.750000 Penalty: 4292.900391
	Iteration 1F: 3 clusters Score -824281.8 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -824904.812500 Penalty: 4292.900391
	Iteration 2F: 3 clusters Score -824904.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -825313.062500 Penalty: 4292.900391
	Iteration 3F: 3 clusters Score -825313.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -825556.875000 Penalty: 4292.900391
	Iteration 4F: 3 clusters Score -825556.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -825702.500000 Penalty: 4292.900391
	Iteration 5Q: 3 clusters Score -825702.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -825790.250000 Penalty: 4292.900391
	Iteration 6Q: 3 clusters Score -825790.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -825852.437500 Penalty: 4292.900391
	Iteration 7Q: 3 clusters Score -825852.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -825894.375000 Penalty: 4292.900391
	Iteration 8Q: 3 clusters Score -825894.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -825923.437500 Penalty: 4292.900391
	Iteration 9Q: 3 clusters Score -825923.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -825944.125000 Penalty: 4292.900391
	Iteration 10Q: 3 clusters Score -825944.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -825953.187500 Penalty: 4292.900391
	Iteration 11Q: 3 clusters Score -825953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -825964.312500 Penalty: 4292.900391
	Iteration 12Q: 3 clusters Score -825964.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -825975.562500 Penalty: 4292.900391
	Iteration 13Q: 3 clusters Score -825975.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -825984.375000 Penalty: 4292.900391
	Iteration 14Q: 3 clusters Score -825984.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -825991.812500 Penalty: 4292.900391
	Iteration 15Q: 3 clusters Score -825991.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -825997.000000 Penalty: 4292.900391
	Iteration 16Q: 3 clusters Score -825997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -825998.500000 Penalty: 4292.900391
	Iteration 17Q: 3 clusters Score -825998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -826001.875000 Penalty: 4292.900391
	Iteration 18Q: 3 clusters Score -826001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -826005.750000 Penalty: 4292.900391
	Iteration 19Q: 3 clusters Score -826005.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -826006.250000 Penalty: 4292.900391
	Iteration 20F: 3 clusters Score -826006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -826006.000000 Penalty: 4292.900391
	Iteration 21Q: 3 clusters Score -826006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -826007.062500 Penalty: 4292.900391
	Iteration 22Q: 3 clusters Score -826007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -826007.062500 Penalty: 4292.900391
	Iteration 23F: 3 clusters Score -826007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Entering Unmasked Estep 
Score: -2133825.500000 Penalty: 2375.197754
	Iteration 0F: 2 clusters Score -2133826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2123176.250000 Penalty: 4750.395508
	Iteration 0F: 3 clusters Score -2123176 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2126747.000000 Penalty: 4750.395508
	Iteration 1F: 3 clusters Score -2126747 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2127241.000000 Penalty: 4750.395508
	Iteration 2F: 3 clusters Score -2127241 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2127680.500000 Penalty: 4750.395508
	Iteration 3F: 3 clusters Score -2127680 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2128148.750000 Penalty: 4750.395508
	Iteration 4F: 3 clusters Score -2128149 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2128577.750000 Penalty: 4750.395508
	Iteration 5F: 3 clusters Score -2128578 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2128942.000000 Penalty: 4750.395508
	Iteration 6Q: 3 clusters Score -2128942 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2129245.500000 Penalty: 4750.395508
	Iteration 7Q: 3 clusters Score -2129246 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2129480.500000 Penalty: 4750.395508
	Iteration 8Q: 3 clusters Score -2129480 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2129658.500000 Penalty: 4750.395508
	Iteration 9Q: 3 clusters Score -2129658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2129817.000000 Penalty: 4750.395508
	Iteration 10Q: 3 clusters Score -2129817 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2129929.750000 Penalty: 4750.395508
	Iteration 11Q: 3 clusters Score -2129930 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2130030.250000 Penalty: 4750.395508
	Iteration 12Q: 3 clusters Score -2130030 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2130122.000000 Penalty: 4750.395508
	Iteration 13Q: 3 clusters Score -2130122 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -2130212.250000 Penalty: 4750.395508
	Iteration 14Q: 3 clusters Score -2130212 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2130286.500000 Penalty: 4750.395508
	Iteration 15Q: 3 clusters Score -2130286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2130376.250000 Penalty: 4750.395508
	Iteration 16Q: 3 clusters Score -2130376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2130466.250000 Penalty: 4750.395508
	Iteration 17Q: 3 clusters Score -2130466 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2130561.250000 Penalty: 4750.395508
	Iteration 18Q: 3 clusters Score -2130561 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2130669.500000 Penalty: 4750.395508
	Iteration 19Q: 3 clusters Score -2130670 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2130799.750000 Penalty: 4750.395508
	Iteration 20F: 3 clusters Score -2130800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2130927.500000 Penalty: 4750.395508
	Iteration 21Q: 3 clusters Score -2130928 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2131080.000000 Penalty: 4750.395508
	Iteration 22Q: 3 clusters Score -2131080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2131227.750000 Penalty: 4750.395508
	Iteration 23Q: 3 clusters Score -2131228 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2131347.750000 Penalty: 4750.395508
	Iteration 24Q: 3 clusters Score -2131348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2131449.500000 Penalty: 4750.395508
	Iteration 25Q: 3 clusters Score -2131450 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2131541.250000 Penalty: 4750.395508
	Iteration 26Q: 3 clusters Score -2131541 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2131636.750000 Penalty: 4750.395508
	Iteration 27Q: 3 clusters Score -2131637 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2131714.250000 Penalty: 4750.395508
	Iteration 28Q: 3 clusters Score -2131714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2131792.750000 Penalty: 4750.395508
	Iteration 29Q: 3 clusters Score -2131793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2131848.000000 Penalty: 4750.395508
	Iteration 30Q: 3 clusters Score -2131848 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2131895.250000 Penalty: 4750.395508
	Iteration 31Q: 3 clusters Score -2131895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2131925.250000 Penalty: 4750.395508
	Iteration 32Q: 3 clusters Score -2131925 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2131957.750000 Penalty: 4750.395508
	Iteration 33Q: 3 clusters Score -2131958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2131984.000000 Penalty: 4750.395508
	Iteration 34Q: 3 clusters Score -2131984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2132004.500000 Penalty: 4750.395508
	Iteration 35Q: 3 clusters Score -2132004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2132016.500000 Penalty: 4750.395508
	Iteration 36Q: 3 clusters Score -2132016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2132027.000000 Penalty: 4750.395508
	Iteration 37Q: 3 clusters Score -2132027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2132035.000000 Penalty: 4750.395508
	Iteration 38Q: 3 clusters Score -2132035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2132038.250000 Penalty: 4750.395508
	Iteration 39Q: 3 clusters Score -2132038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2132046.750000 Penalty: 4750.395508
	Iteration 40F: 3 clusters Score -2132047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2132049.000000 Penalty: 4750.395508
	Iteration 41Q: 3 clusters Score -2132049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2132054.750000 Penalty: 4750.395508
	Iteration 42Q: 3 clusters Score -2132055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2132055.750000 Penalty: 4750.395508
	Iteration 43Q: 3 clusters Score -2132056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2132059.000000 Penalty: 4750.395508
	Iteration 44Q: 3 clusters Score -2132059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2132060.000000 Penalty: 4750.395508
	Iteration 45Q: 3 clusters Score -2132060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2132068.500000 Penalty: 4750.395508
	Iteration 46Q: 3 clusters Score -2132068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2132070.000000 Penalty: 4750.395508
	Iteration 47Q: 3 clusters Score -2132070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2132075.500000 Penalty: 4750.395508
	Iteration 48Q: 3 clusters Score -2132076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2132073.750000 Penalty: 4750.395508
	Iteration 49Q: 3 clusters Score -2132074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2132076.250000 Penalty: 4750.395508
	Iteration 50Q: 3 clusters Score -2132076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2132076.750000 Penalty: 4750.395508
	Iteration 51Q: 3 clusters Score -2132077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2132075.000000 Penalty: 4750.395508
	Iteration 52Q: 3 clusters Score -2132075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2132075.000000 Penalty: 4750.395508
	Iteration 53Q: 3 clusters Score -2132075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2132075.000000 Penalty: 4750.395508
	Iteration 54F: 3 clusters Score -2132075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Entering Unmasked Estep 
Score: -2184978.000000 Penalty: 2398.905273
	Iteration 0F: 2 clusters Score -2184978 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 8017 members 
Entering Unmasked Estep 
Score: -2173559.250000 Penalty: 4797.810547
	Iteration 0F: 3 clusters Score -2173559 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2177508.500000 Penalty: 4797.810547
	Iteration 1F: 3 clusters Score -2177508 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2178109.250000 Penalty: 4797.810547
	Iteration 2F: 3 clusters Score -2178109 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2178675.250000 Penalty: 4797.810547
	Iteration 3F: 3 clusters Score -2178675 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2179192.000000 Penalty: 4797.810547
	Iteration 4F: 3 clusters Score -2179192 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2179716.750000 Penalty: 4797.810547
	Iteration 5F: 3 clusters Score -2179717 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2180147.000000 Penalty: 4797.810547
	Iteration 6Q: 3 clusters Score -2180147 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2180535.250000 Penalty: 4797.810547
	Iteration 7Q: 3 clusters Score -2180535 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2180809.500000 Penalty: 4797.810547
	Iteration 8Q: 3 clusters Score -2180810 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2181039.750000 Penalty: 4797.810547
	Iteration 9Q: 3 clusters Score -2181040 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2181278.250000 Penalty: 4797.810547
	Iteration 10Q: 3 clusters Score -2181278 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2181481.500000 Penalty: 4797.810547
	Iteration 11Q: 3 clusters Score -2181482 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2181645.250000 Penalty: 4797.810547
	Iteration 12Q: 3 clusters Score -2181645 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2181771.000000 Penalty: 4797.810547
	Iteration 13Q: 3 clusters Score -2181771 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2181872.750000 Penalty: 4797.810547
	Iteration 14Q: 3 clusters Score -2181873 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2181938.250000 Penalty: 4797.810547
	Iteration 15Q: 3 clusters Score -2181938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2181993.250000 Penalty: 4797.810547
	Iteration 16Q: 3 clusters Score -2181993 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2182034.500000 Penalty: 4797.810547
	Iteration 17Q: 3 clusters Score -2182034 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2182068.250000 Penalty: 4797.810547
	Iteration 18Q: 3 clusters Score -2182068 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2182111.250000 Penalty: 4797.810547
	Iteration 19Q: 3 clusters Score -2182111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2182136.000000 Penalty: 4797.810547
	Iteration 20F: 3 clusters Score -2182136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2182158.250000 Penalty: 4797.810547
	Iteration 21Q: 3 clusters Score -2182158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2182172.000000 Penalty: 4797.810547
	Iteration 22Q: 3 clusters Score -2182172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2182184.750000 Penalty: 4797.810547
	Iteration 23Q: 3 clusters Score -2182185 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2182193.500000 Penalty: 4797.810547
	Iteration 24Q: 3 clusters Score -2182194 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2182201.250000 Penalty: 4797.810547
	Iteration 25Q: 3 clusters Score -2182201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2182214.500000 Penalty: 4797.810547
	Iteration 26Q: 3 clusters Score -2182214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2182220.250000 Penalty: 4797.810547
	Iteration 27Q: 3 clusters Score -2182220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2182239.250000 Penalty: 4797.810547
	Iteration 28Q: 3 clusters Score -2182239 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2182246.000000 Penalty: 4797.810547
	Iteration 29Q: 3 clusters Score -2182246 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2182255.500000 Penalty: 4797.810547
	Iteration 30Q: 3 clusters Score -2182256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2182272.750000 Penalty: 4797.810547
	Iteration 31Q: 3 clusters Score -2182273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2182284.750000 Penalty: 4797.810547
	Iteration 32Q: 3 clusters Score -2182285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2182295.000000 Penalty: 4797.810547
	Iteration 33Q: 3 clusters Score -2182295 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2182306.000000 Penalty: 4797.810547
	Iteration 34Q: 3 clusters Score -2182306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2182320.000000 Penalty: 4797.810547
	Iteration 35Q: 3 clusters Score -2182320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2182332.750000 Penalty: 4797.810547
	Iteration 36Q: 3 clusters Score -2182333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2182332.250000 Penalty: 4797.810547
	Iteration 37Q: 3 clusters Score -2182332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2182350.500000 Penalty: 4797.810547
	Iteration 38Q: 3 clusters Score -2182350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2182366.750000 Penalty: 4797.810547
	Iteration 39Q: 3 clusters Score -2182367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2182376.500000 Penalty: 4797.810547
	Iteration 40F: 3 clusters Score -2182376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2182381.000000 Penalty: 4797.810547
	Iteration 41Q: 3 clusters Score -2182381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2182402.750000 Penalty: 4797.810547
	Iteration 42Q: 3 clusters Score -2182403 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2182422.500000 Penalty: 4797.810547
	Iteration 43Q: 3 clusters Score -2182422 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2182436.500000 Penalty: 4797.810547
	Iteration 44Q: 3 clusters Score -2182436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2182461.750000 Penalty: 4797.810547
	Iteration 45Q: 3 clusters Score -2182462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2182486.250000 Penalty: 4797.810547
	Iteration 46Q: 3 clusters Score -2182486 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2182509.250000 Penalty: 4797.810547
	Iteration 47Q: 3 clusters Score -2182509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2182528.750000 Penalty: 4797.810547
	Iteration 48Q: 3 clusters Score -2182529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2182541.750000 Penalty: 4797.810547
	Iteration 49Q: 3 clusters Score -2182542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2182569.500000 Penalty: 4797.810547
	Iteration 50Q: 3 clusters Score -2182570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2182595.500000 Penalty: 4797.810547
	Iteration 51Q: 3 clusters Score -2182596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -2182617.750000 Penalty: 4797.810547
	Iteration 52Q: 3 clusters Score -2182618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2182631.750000 Penalty: 4797.810547
	Iteration 53Q: 3 clusters Score -2182632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2182664.500000 Penalty: 4797.810547
	Iteration 54Q: 3 clusters Score -2182664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2182682.000000 Penalty: 4797.810547
	Iteration 55Q: 3 clusters Score -2182682 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2182713.000000 Penalty: 4797.810547
	Iteration 56Q: 3 clusters Score -2182713 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2182753.500000 Penalty: 4797.810547
	Iteration 57Q: 3 clusters Score -2182754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2182790.750000 Penalty: 4797.810547
	Iteration 58Q: 3 clusters Score -2182791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2182841.250000 Penalty: 4797.810547
	Iteration 59Q: 3 clusters Score -2182841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2182899.000000 Penalty: 4797.810547
	Iteration 60F: 3 clusters Score -2182899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2182969.000000 Penalty: 4797.810547
	Iteration 61Q: 3 clusters Score -2182969 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2183065.000000 Penalty: 4797.810547
	Iteration 62Q: 3 clusters Score -2183065 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2183146.000000 Penalty: 4797.810547
	Iteration 63Q: 3 clusters Score -2183146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2183215.000000 Penalty: 4797.810547
	Iteration 64Q: 3 clusters Score -2183215 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2183293.000000 Penalty: 4797.810547
	Iteration 65Q: 3 clusters Score -2183293 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2183356.750000 Penalty: 4797.810547
	Iteration 66Q: 3 clusters Score -2183357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2183405.000000 Penalty: 4797.810547
	Iteration 67Q: 3 clusters Score -2183405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2183445.750000 Penalty: 4797.810547
	Iteration 68Q: 3 clusters Score -2183446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2183483.500000 Penalty: 4797.810547
	Iteration 69Q: 3 clusters Score -2183484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2183520.500000 Penalty: 4797.810547
	Iteration 70Q: 3 clusters Score -2183520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -2183555.250000 Penalty: 4797.810547
	Iteration 71Q: 3 clusters Score -2183555 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2183574.250000 Penalty: 4797.810547
	Iteration 72Q: 3 clusters Score -2183574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2183589.750000 Penalty: 4797.810547
	Iteration 73Q: 3 clusters Score -2183590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2183608.000000 Penalty: 4797.810547
	Iteration 74Q: 3 clusters Score -2183608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2183624.750000 Penalty: 4797.810547
	Iteration 75Q: 3 clusters Score -2183625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2183649.000000 Penalty: 4797.810547
	Iteration 76Q: 3 clusters Score -2183649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -2183663.250000 Penalty: 4797.810547
	Iteration 77Q: 3 clusters Score -2183663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2183679.250000 Penalty: 4797.810547
	Iteration 78Q: 3 clusters Score -2183679 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2183684.000000 Penalty: 4797.810547
	Iteration 79Q: 3 clusters Score -2183684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2183697.250000 Penalty: 4797.810547
	Iteration 80F: 3 clusters Score -2183697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2183705.250000 Penalty: 4797.810547
	Iteration 81Q: 3 clusters Score -2183705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2183718.000000 Penalty: 4797.810547
	Iteration 82Q: 3 clusters Score -2183718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2183723.750000 Penalty: 4797.810547
	Iteration 83Q: 3 clusters Score -2183724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2183723.500000 Penalty: 4797.810547
	Iteration 84Q: 3 clusters Score -2183724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2183728.750000 Penalty: 4797.810547
	Iteration 85Q: 3 clusters Score -2183729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2183737.000000 Penalty: 4797.810547
	Iteration 86Q: 3 clusters Score -2183737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2183737.000000 Penalty: 4797.810547
	Iteration 87Q: 3 clusters Score -2183737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2183738.250000 Penalty: 4797.810547
	Iteration 88Q: 3 clusters Score -2183738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2183744.000000 Penalty: 4797.810547
	Iteration 89Q: 3 clusters Score -2183744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2183745.000000 Penalty: 4797.810547
	Iteration 90Q: 3 clusters Score -2183745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2183750.250000 Penalty: 4797.810547
	Iteration 91Q: 3 clusters Score -2183750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2183750.750000 Penalty: 4797.810547
	Iteration 92Q: 3 clusters Score -2183751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2183750.000000 Penalty: 4797.810547
	Iteration 93Q: 3 clusters Score -2183750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2183751.000000 Penalty: 4797.810547
	Iteration 94Q: 3 clusters Score -2183751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2183753.000000 Penalty: 4797.810547
	Iteration 95Q: 3 clusters Score -2183753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2183753.500000 Penalty: 4797.810547
	Iteration 96Q: 3 clusters Score -2183754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2183754.000000 Penalty: 4797.810547
	Iteration 97Q: 3 clusters Score -2183754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2183758.500000 Penalty: 4797.810547
	Iteration 98Q: 3 clusters Score -2183758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2183755.500000 Penalty: 4797.810547
	Iteration 99Q: 3 clusters Score -2183756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2183756.250000 Penalty: 4797.810547
	Iteration 100F: 3 clusters Score -2183756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2183758.500000 Penalty: 4797.810547
	Iteration 101Q: 3 clusters Score -2183758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2183760.000000 Penalty: 4797.810547
	Iteration 102Q: 3 clusters Score -2183760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2183763.250000 Penalty: 4797.810547
	Iteration 103Q: 3 clusters Score -2183763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2183763.750000 Penalty: 4797.810547
	Iteration 104Q: 3 clusters Score -2183764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2183764.750000 Penalty: 4797.810547
	Iteration 105Q: 3 clusters Score -2183765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2183773.750000 Penalty: 4797.810547
	Iteration 106Q: 3 clusters Score -2183774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2183778.750000 Penalty: 4797.810547
	Iteration 107Q: 3 clusters Score -2183779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2183779.750000 Penalty: 4797.810547
	Iteration 108Q: 3 clusters Score -2183780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2183789.250000 Penalty: 4797.810547
	Iteration 109Q: 3 clusters Score -2183789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2183792.750000 Penalty: 4797.810547
	Iteration 110Q: 3 clusters Score -2183793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2183801.500000 Penalty: 4797.810547
	Iteration 111Q: 3 clusters Score -2183802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2183806.000000 Penalty: 4797.810547
	Iteration 112Q: 3 clusters Score -2183806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2183808.250000 Penalty: 4797.810547
	Iteration 113Q: 3 clusters Score -2183808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2183811.250000 Penalty: 4797.810547
	Iteration 114Q: 3 clusters Score -2183811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2183815.500000 Penalty: 4797.810547
	Iteration 115Q: 3 clusters Score -2183816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2183815.750000 Penalty: 4797.810547
	Iteration 116Q: 3 clusters Score -2183816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2183820.250000 Penalty: 4797.810547
	Iteration 117Q: 3 clusters Score -2183820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2183821.000000 Penalty: 4797.810547
	Iteration 118Q: 3 clusters Score -2183821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2183826.250000 Penalty: 4797.810547
	Iteration 119Q: 3 clusters Score -2183826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2183823.250000 Penalty: 4797.810547
	Iteration 120F: 3 clusters Score -2183823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2183825.000000 Penalty: 4797.810547
	Iteration 121Q: 3 clusters Score -2183825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2183823.750000 Penalty: 4797.810547
	Iteration 122Q: 3 clusters Score -2183824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2183828.750000 Penalty: 4797.810547
	Iteration 123Q: 3 clusters Score -2183829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2183829.750000 Penalty: 4797.810547
	Iteration 124Q: 3 clusters Score -2183830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2183834.500000 Penalty: 4797.810547
	Iteration 125Q: 3 clusters Score -2183834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2183834.250000 Penalty: 4797.810547
	Iteration 126Q: 3 clusters Score -2183834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2183833.500000 Penalty: 4797.810547
	Iteration 127Q: 3 clusters Score -2183834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2183833.000000 Penalty: 4797.810547
	Iteration 128Q: 3 clusters Score -2183833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2183833.000000 Penalty: 4797.810547
	Iteration 129F: 3 clusters Score -2183833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -134120.640625 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -134120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -132185.156250 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -132185.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -132536.750000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -132536.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -132844.093750 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -132844.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -133137.562500 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -133137.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133263.984375 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -133264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133336.156250 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -133336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -133373.343750 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -133373.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133392.875000 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -133392.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -133411.015625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -133411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133429.765625 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -133429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -133450.656250 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -133450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -133469.671875 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -133469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -133486.296875 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -133486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133501.796875 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -133501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133516.062500 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -133516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133524.921875 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -133524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133527.281250 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -133527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -133536.218750 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -133536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133542.640625 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -133542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -133542.640625 Penalty: 3416.731934
	Iteration 19F: 3 clusters Score -133542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -1343364.000000 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -1343364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1336257.500000 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -1336258 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1338293.250000 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -1338293 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1338608.625000 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -1338609 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1338798.500000 Penalty: 4524.160156
	Iteration 3Q: 3 clusters Score -1338798 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1338937.500000 Penalty: 4524.160156
	Iteration 4Q: 3 clusters Score -1338938 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1339055.125000 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -1339055 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1339150.875000 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -1339151 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1339241.750000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -1339242 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1339339.875000 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -1339340 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1339467.750000 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -1339468 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1339608.125000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -1339608 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1339749.500000 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -1339750 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1339897.500000 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -1339898 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1340039.875000 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -1340040 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1340192.125000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -1340192 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1340349.750000 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -1340350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1340518.875000 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -1340519 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1340676.750000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -1340677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1340812.625000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -1340813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1340908.250000 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -1340908 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1341003.000000 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -1341003 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1341069.750000 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -1341070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1341139.875000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -1341140 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1341190.500000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -1341190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1341236.875000 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -1341237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1341266.250000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -1341266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1341295.125000 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -1341295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1341311.125000 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -1341311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1341327.625000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -1341328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1341337.625000 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -1341338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1341343.375000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -1341343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1341347.625000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -1341348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1341359.625000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -1341360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1341364.875000 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -1341365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1341372.500000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -1341372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1341375.625000 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -1341376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1341377.875000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -1341378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1341380.250000 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -1341380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1341382.750000 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -1341383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1341386.125000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -1341386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1341392.375000 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -1341392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1341393.625000 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -1341394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1341398.000000 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -1341398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1341403.125000 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -1341403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1341409.750000 Penalty: 4524.160156
	Iteration 44Q: 3 clusters Score -1341410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1341413.000000 Penalty: 4524.160156
	Iteration 45Q: 3 clusters Score -1341413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1341412.875000 Penalty: 4524.160156
	Iteration 46Q: 3 clusters Score -1341413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1341413.125000 Penalty: 4524.160156
	Iteration 47Q: 3 clusters Score -1341413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1341413.750000 Penalty: 4524.160156
	Iteration 48Q: 3 clusters Score -1341414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1341413.750000 Penalty: 4524.160156
	Iteration 49Q: 3 clusters Score -1341414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1341414.500000 Penalty: 4524.160156
	Iteration 50Q: 3 clusters Score -1341414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1341415.750000 Penalty: 4524.160156
	Iteration 51Q: 3 clusters Score -1341416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1341423.625000 Penalty: 4524.160156
	Iteration 52Q: 3 clusters Score -1341424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1341426.750000 Penalty: 4524.160156
	Iteration 53Q: 3 clusters Score -1341427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1341430.375000 Penalty: 4524.160156
	Iteration 54Q: 3 clusters Score -1341430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1341430.875000 Penalty: 4524.160156
	Iteration 55Q: 3 clusters Score -1341431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1341431.250000 Penalty: 4524.160156
	Iteration 56Q: 3 clusters Score -1341431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1341431.375000 Penalty: 4524.160156
	Iteration 57Q: 3 clusters Score -1341431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1341435.375000 Penalty: 4524.160156
	Iteration 58Q: 3 clusters Score -1341435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1341433.875000 Penalty: 4524.160156
	Iteration 59Q: 3 clusters Score -1341434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1341435.625000 Penalty: 4524.160156
	Iteration 60F: 3 clusters Score -1341436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1341435.625000 Penalty: 4524.160156
	Iteration 61Q: 3 clusters Score -1341436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1341435.625000 Penalty: 4524.160156
	Iteration 62F: 3 clusters Score -1341436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Entering Unmasked Estep 
Score: -1500860.625000 Penalty: 2290.481689
	Iteration 0F: 2 clusters Score -1500861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1493131.000000 Penalty: 4580.963379
	Iteration 0F: 3 clusters Score -1493131 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1495437.875000 Penalty: 4580.963379
	Iteration 1F: 3 clusters Score -1495438 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1495893.125000 Penalty: 4580.963379
	Iteration 2F: 3 clusters Score -1495893 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1496357.125000 Penalty: 4580.963379
	Iteration 3F: 3 clusters Score -1496357 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1496887.000000 Penalty: 4580.963379
	Iteration 4F: 3 clusters Score -1496887 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1497338.250000 Penalty: 4580.963379
	Iteration 5F: 3 clusters Score -1497338 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1497722.500000 Penalty: 4580.963379
	Iteration 6F: 3 clusters Score -1497722 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1498099.250000 Penalty: 4580.963379
	Iteration 7Q: 3 clusters Score -1498099 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1498419.125000 Penalty: 4580.963379
	Iteration 8Q: 3 clusters Score -1498419 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1498717.875000 Penalty: 4580.963379
	Iteration 9Q: 3 clusters Score -1498718 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1498925.375000 Penalty: 4580.963379
	Iteration 10Q: 3 clusters Score -1498925 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1499056.625000 Penalty: 4580.963379
	Iteration 11Q: 3 clusters Score -1499057 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1499137.125000 Penalty: 4580.963379
	Iteration 12Q: 3 clusters Score -1499137 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1499198.375000 Penalty: 4580.963379
	Iteration 13Q: 3 clusters Score -1499198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1499241.500000 Penalty: 4580.963379
	Iteration 14Q: 3 clusters Score -1499242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1499268.625000 Penalty: 4580.963379
	Iteration 15Q: 3 clusters Score -1499269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1499274.375000 Penalty: 4580.963379
	Iteration 16Q: 3 clusters Score -1499274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1499288.750000 Penalty: 4580.963379
	Iteration 17Q: 3 clusters Score -1499289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1499296.875000 Penalty: 4580.963379
	Iteration 18Q: 3 clusters Score -1499297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1499303.000000 Penalty: 4580.963379
	Iteration 19Q: 3 clusters Score -1499303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1499300.250000 Penalty: 4580.963379
	Iteration 20F: 3 clusters Score -1499300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1499305.500000 Penalty: 4580.963379
	Iteration 21Q: 3 clusters Score -1499306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1499309.625000 Penalty: 4580.963379
	Iteration 22Q: 3 clusters Score -1499310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1499312.250000 Penalty: 4580.963379
	Iteration 23Q: 3 clusters Score -1499312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1499318.625000 Penalty: 4580.963379
	Iteration 24Q: 3 clusters Score -1499319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1499322.500000 Penalty: 4580.963379
	Iteration 25Q: 3 clusters Score -1499322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1499322.875000 Penalty: 4580.963379
	Iteration 26Q: 3 clusters Score -1499323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1499326.750000 Penalty: 4580.963379
	Iteration 27Q: 3 clusters Score -1499327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1499330.375000 Penalty: 4580.963379
	Iteration 28Q: 3 clusters Score -1499330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1499331.000000 Penalty: 4580.963379
	Iteration 29Q: 3 clusters Score -1499331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1499332.125000 Penalty: 4580.963379
	Iteration 30Q: 3 clusters Score -1499332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1499333.000000 Penalty: 4580.963379
	Iteration 31Q: 3 clusters Score -1499333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1499337.000000 Penalty: 4580.963379
	Iteration 32Q: 3 clusters Score -1499337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1499337.250000 Penalty: 4580.963379
	Iteration 33Q: 3 clusters Score -1499337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1499335.500000 Penalty: 4580.963379
	Iteration 34Q: 3 clusters Score -1499336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1499337.250000 Penalty: 4580.963379
	Iteration 35Q: 3 clusters Score -1499337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1499331.500000 Penalty: 4580.963379
	Iteration 36Q: 3 clusters Score -1499332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1499331.625000 Penalty: 4580.963379
	Iteration 37Q: 3 clusters Score -1499332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1499331.625000 Penalty: 4580.963379
	Iteration 38Q: 3 clusters Score -1499332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1499336.000000 Penalty: 4580.963379
	Iteration 39Q: 3 clusters Score -1499336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1499335.000000 Penalty: 4580.963379
	Iteration 40F: 3 clusters Score -1499335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1499338.500000 Penalty: 4580.963379
	Iteration 41Q: 3 clusters Score -1499338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1499338.500000 Penalty: 4580.963379
	Iteration 42F: 3 clusters Score -1499338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Entering Unmasked Estep 
Score: -11886350.000000 Penalty: 2798.946533
	Iteration 0F: 2 clusters Score -1.188635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -11832828.000000 Penalty: 5597.893066
	Iteration 0F: 3 clusters Score -1.183283e+07 nChanged 37414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -11854562.000000 Penalty: 5597.893066
	Iteration 1F: 3 clusters Score -1.185456e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -11855236.000000 Penalty: 5597.893066
	Iteration 2Q: 3 clusters Score -1.185524e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -11856174.000000 Penalty: 5597.893066
	Iteration 3Q: 3 clusters Score -1.185617e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -11857386.000000 Penalty: 5597.893066
	Iteration 4Q: 3 clusters Score -1.185739e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -11858954.000000 Penalty: 5597.893066
	Iteration 5Q: 3 clusters Score -1.185895e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -11860773.000000 Penalty: 5597.893066
	Iteration 6Q: 3 clusters Score -1.186077e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -11863195.000000 Penalty: 5597.893066
	Iteration 7F: 3 clusters Score -1.18632e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -11865781.000000 Penalty: 5597.893066
	Iteration 8F: 3 clusters Score -1.186578e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -11868300.000000 Penalty: 5597.893066
	Iteration 9F: 3 clusters Score -1.18683e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -11870174.000000 Penalty: 5597.893066
	Iteration 10Q: 3 clusters Score -1.187017e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -11871271.000000 Penalty: 5597.893066
	Iteration 11Q: 3 clusters Score -1.187127e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -11872130.000000 Penalty: 5597.893066
	Iteration 12Q: 3 clusters Score -1.187213e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -11872552.000000 Penalty: 5597.893066
	Iteration 13Q: 3 clusters Score -1.187255e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -11872937.000000 Penalty: 5597.893066
	Iteration 14Q: 3 clusters Score -1.187294e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -11873161.000000 Penalty: 5597.893066
	Iteration 15Q: 3 clusters Score -1.187316e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -11873365.000000 Penalty: 5597.893066
	Iteration 16Q: 3 clusters Score -1.187336e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -11873649.000000 Penalty: 5597.893066
	Iteration 17Q: 3 clusters Score -1.187365e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -11873938.000000 Penalty: 5597.893066
	Iteration 18Q: 3 clusters Score -1.187394e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -11874245.000000 Penalty: 5597.893066
	Iteration 19Q: 3 clusters Score -1.187424e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -11874562.000000 Penalty: 5597.893066
	Iteration 20F: 3 clusters Score -1.187456e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -11874946.000000 Penalty: 5597.893066
	Iteration 21Q: 3 clusters Score -1.187495e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -11875297.000000 Penalty: 5597.893066
	Iteration 22Q: 3 clusters Score -1.18753e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -11875629.000000 Penalty: 5597.893066
	Iteration 23Q: 3 clusters Score -1.187563e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -11875971.000000 Penalty: 5597.893066
	Iteration 24Q: 3 clusters Score -1.187597e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 58154 members 
Entering Unmasked Estep 
Score: -11876416.000000 Penalty: 5597.893066
	Iteration 25Q: 3 clusters Score -1.187642e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -11876889.000000 Penalty: 5597.893066
	Iteration 26Q: 3 clusters Score -1.187689e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -11877391.000000 Penalty: 5597.893066
	Iteration 27Q: 3 clusters Score -1.187739e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -11877820.000000 Penalty: 5597.893066
	Iteration 28Q: 3 clusters Score -1.187782e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -11878248.000000 Penalty: 5597.893066
	Iteration 29Q: 3 clusters Score -1.187825e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -11878775.000000 Penalty: 5597.893066
	Iteration 30Q: 3 clusters Score -1.187878e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -11879259.000000 Penalty: 5597.893066
	Iteration 31Q: 3 clusters Score -1.187926e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -11879771.000000 Penalty: 5597.893066
	Iteration 32Q: 3 clusters Score -1.187977e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -11880250.000000 Penalty: 5597.893066
	Iteration 33Q: 3 clusters Score -1.188025e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -11880785.000000 Penalty: 5597.893066
	Iteration 34Q: 3 clusters Score -1.188078e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -11881242.000000 Penalty: 5597.893066
	Iteration 35Q: 3 clusters Score -1.188124e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -11881732.000000 Penalty: 5597.893066
	Iteration 36Q: 3 clusters Score -1.188173e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -11882138.000000 Penalty: 5597.893066
	Iteration 37Q: 3 clusters Score -1.188214e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -11882513.000000 Penalty: 5597.893066
	Iteration 38Q: 3 clusters Score -1.188251e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -11882856.000000 Penalty: 5597.893066
	Iteration 39Q: 3 clusters Score -1.188286e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 75586 members 
Entering Unmasked Estep 
Score: -11883143.000000 Penalty: 5597.893066
	Iteration 40F: 3 clusters Score -1.188314e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -11883468.000000 Penalty: 5597.893066
	Iteration 41Q: 3 clusters Score -1.188347e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -11883807.000000 Penalty: 5597.893066
	Iteration 42Q: 3 clusters Score -1.188381e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -11884073.000000 Penalty: 5597.893066
	Iteration 43Q: 3 clusters Score -1.188407e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 77675 members 
Entering Unmasked Estep 
Score: -11884315.000000 Penalty: 5597.893066
	Iteration 44Q: 3 clusters Score -1.188432e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -11884555.000000 Penalty: 5597.893066
	Iteration 45Q: 3 clusters Score -1.188456e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -11884722.000000 Penalty: 5597.893066
	Iteration 46Q: 3 clusters Score -1.188472e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -11884871.000000 Penalty: 5597.893066
	Iteration 47Q: 3 clusters Score -1.188487e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -11885041.000000 Penalty: 5597.893066
	Iteration 48Q: 3 clusters Score -1.188504e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 78643 members 
Entering Unmasked Estep 
Score: -11885103.000000 Penalty: 5597.893066
	Iteration 49Q: 3 clusters Score -1.18851e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -11885139.000000 Penalty: 5597.893066
	Iteration 50Q: 3 clusters Score -1.188514e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -11885138.000000 Penalty: 5597.893066
	Iteration 51Q: 3 clusters Score -1.188514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -11885156.000000 Penalty: 5597.893066
	Iteration 52Q: 3 clusters Score -1.188516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -11885158.000000 Penalty: 5597.893066
	Iteration 53Q: 3 clusters Score -1.188516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 78753 members 
Entering Unmasked Estep 
Score: -11885171.000000 Penalty: 5597.893066
	Iteration 54Q: 3 clusters Score -1.188517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -11885171.000000 Penalty: 5597.893066
	Iteration 55Q: 3 clusters Score -1.188517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -11885176.000000 Penalty: 5597.893066
	Iteration 56Q: 3 clusters Score -1.188518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -11885176.000000 Penalty: 5597.893066
	Iteration 57Q: 3 clusters Score -1.188518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -11885180.000000 Penalty: 5597.893066
	Iteration 58Q: 3 clusters Score -1.188518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -11885174.000000 Penalty: 5597.893066
	Iteration 59Q: 3 clusters Score -1.188517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -11885224.000000 Penalty: 5597.893066
	Iteration 60F: 3 clusters Score -1.188522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -11885246.000000 Penalty: 5597.893066
	Iteration 61Q: 3 clusters Score -1.188525e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -11885266.000000 Penalty: 5597.893066
	Iteration 62Q: 3 clusters Score -1.188527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -11885287.000000 Penalty: 5597.893066
	Iteration 63Q: 3 clusters Score -1.188529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -11885299.000000 Penalty: 5597.893066
	Iteration 64Q: 3 clusters Score -1.18853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78731 members 
Entering Unmasked Estep 
Score: -11885299.000000 Penalty: 5597.893066
	Iteration 65Q: 3 clusters Score -1.18853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -11885296.000000 Penalty: 5597.893066
	Iteration 66Q: 3 clusters Score -1.18853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 78722 members 
Entering Unmasked Estep 
Score: -11885303.000000 Penalty: 5597.893066
	Iteration 67Q: 3 clusters Score -1.18853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -11885299.000000 Penalty: 5597.893066
	Iteration 68Q: 3 clusters Score -1.18853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -11885304.000000 Penalty: 5597.893066
	Iteration 69Q: 3 clusters Score -1.18853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 78725 members 
Entering Unmasked Estep 
Score: -11885304.000000 Penalty: 5597.893066
	Iteration 70F: 3 clusters Score -1.18853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1773690.125000 Penalty: 2328.987061
	Iteration 0F: 2 clusters Score -1773690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1764803.250000 Penalty: 4657.974121
	Iteration 0F: 3 clusters Score -1764803 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1767461.000000 Penalty: 4657.974121
	Iteration 1F: 3 clusters Score -1767461 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1767817.750000 Penalty: 4657.974121
	Iteration 2F: 3 clusters Score -1767818 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1768114.500000 Penalty: 4657.974121
	Iteration 3F: 3 clusters Score -1768114 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1768361.750000 Penalty: 4657.974121
	Iteration 4Q: 3 clusters Score -1768362 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1768586.625000 Penalty: 4657.974121
	Iteration 5Q: 3 clusters Score -1768587 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1768847.375000 Penalty: 4657.974121
	Iteration 6Q: 3 clusters Score -1768847 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1769172.375000 Penalty: 4657.974121
	Iteration 7Q: 3 clusters Score -1769172 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1769535.125000 Penalty: 4657.974121
	Iteration 8Q: 3 clusters Score -1769535 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1769935.500000 Penalty: 4657.974121
	Iteration 9Q: 3 clusters Score -1769936 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1770337.875000 Penalty: 4657.974121
	Iteration 10Q: 3 clusters Score -1770338 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1770711.000000 Penalty: 4657.974121
	Iteration 11Q: 3 clusters Score -1770711 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1770984.750000 Penalty: 4657.974121
	Iteration 12Q: 3 clusters Score -1770985 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1771180.625000 Penalty: 4657.974121
	Iteration 13Q: 3 clusters Score -1771181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1771309.375000 Penalty: 4657.974121
	Iteration 14Q: 3 clusters Score -1771309 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1771405.375000 Penalty: 4657.974121
	Iteration 15Q: 3 clusters Score -1771405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1771465.750000 Penalty: 4657.974121
	Iteration 16Q: 3 clusters Score -1771466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1771509.250000 Penalty: 4657.974121
	Iteration 17Q: 3 clusters Score -1771509 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1771536.750000 Penalty: 4657.974121
	Iteration 18Q: 3 clusters Score -1771537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1771562.625000 Penalty: 4657.974121
	Iteration 19Q: 3 clusters Score -1771563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1771587.375000 Penalty: 4657.974121
	Iteration 20F: 3 clusters Score -1771587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1771603.375000 Penalty: 4657.974121
	Iteration 21Q: 3 clusters Score -1771603 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1771631.125000 Penalty: 4657.974121
	Iteration 22Q: 3 clusters Score -1771631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1771643.750000 Penalty: 4657.974121
	Iteration 23Q: 3 clusters Score -1771644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1771657.250000 Penalty: 4657.974121
	Iteration 24Q: 3 clusters Score -1771657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1771666.625000 Penalty: 4657.974121
	Iteration 25Q: 3 clusters Score -1771667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1771681.125000 Penalty: 4657.974121
	Iteration 26Q: 3 clusters Score -1771681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1771697.625000 Penalty: 4657.974121
	Iteration 27Q: 3 clusters Score -1771698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1771711.875000 Penalty: 4657.974121
	Iteration 28Q: 3 clusters Score -1771712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1771719.875000 Penalty: 4657.974121
	Iteration 29Q: 3 clusters Score -1771720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1771735.750000 Penalty: 4657.974121
	Iteration 30Q: 3 clusters Score -1771736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1771742.000000 Penalty: 4657.974121
	Iteration 31Q: 3 clusters Score -1771742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1771745.250000 Penalty: 4657.974121
	Iteration 32Q: 3 clusters Score -1771745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1771751.000000 Penalty: 4657.974121
	Iteration 33Q: 3 clusters Score -1771751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1771759.125000 Penalty: 4657.974121
	Iteration 34Q: 3 clusters Score -1771759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1771760.875000 Penalty: 4657.974121
	Iteration 35Q: 3 clusters Score -1771761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1771765.750000 Penalty: 4657.974121
	Iteration 36Q: 3 clusters Score -1771766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1771768.750000 Penalty: 4657.974121
	Iteration 37Q: 3 clusters Score -1771769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1771768.625000 Penalty: 4657.974121
	Iteration 38Q: 3 clusters Score -1771769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1771768.625000 Penalty: 4657.974121
	Iteration 39F: 3 clusters Score -1771769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Entering Unmasked Estep 
Score: -3245952.500000 Penalty: 2492.776855
	Iteration 0F: 2 clusters Score -3245952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3229588.750000 Penalty: 4985.553711
	Iteration 0F: 3 clusters Score -3229589 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3235795.750000 Penalty: 4985.553711
	Iteration 1F: 3 clusters Score -3235796 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3236765.250000 Penalty: 4985.553711
	Iteration 2F: 3 clusters Score -3236765 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3237993.250000 Penalty: 4985.553711
	Iteration 3F: 3 clusters Score -3237993 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3239249.000000 Penalty: 4985.553711
	Iteration 4F: 3 clusters Score -3239249 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3240288.500000 Penalty: 4985.553711
	Iteration 5F: 3 clusters Score -3240288 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -3241003.500000 Penalty: 4985.553711
	Iteration 6F: 3 clusters Score -3241004 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3241537.000000 Penalty: 4985.553711
	Iteration 7Q: 3 clusters Score -3241537 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -3241961.500000 Penalty: 4985.553711
	Iteration 8Q: 3 clusters Score -3241962 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3242375.500000 Penalty: 4985.553711
	Iteration 9Q: 3 clusters Score -3242376 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3242834.750000 Penalty: 4985.553711
	Iteration 10Q: 3 clusters Score -3242835 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -3243221.000000 Penalty: 4985.553711
	Iteration 11Q: 3 clusters Score -3243221 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3243515.750000 Penalty: 4985.553711
	Iteration 12Q: 3 clusters Score -3243516 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3243740.500000 Penalty: 4985.553711
	Iteration 13Q: 3 clusters Score -3243740 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3243902.250000 Penalty: 4985.553711
	Iteration 14Q: 3 clusters Score -3243902 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -3244060.250000 Penalty: 4985.553711
	Iteration 15Q: 3 clusters Score -3244060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3244198.750000 Penalty: 4985.553711
	Iteration 16Q: 3 clusters Score -3244199 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3244318.250000 Penalty: 4985.553711
	Iteration 17Q: 3 clusters Score -3244318 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3244432.000000 Penalty: 4985.553711
	Iteration 18Q: 3 clusters Score -3244432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3244519.000000 Penalty: 4985.553711
	Iteration 19Q: 3 clusters Score -3244519 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3244602.500000 Penalty: 4985.553711
	Iteration 20F: 3 clusters Score -3244602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3244682.750000 Penalty: 4985.553711
	Iteration 21Q: 3 clusters Score -3244683 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3244756.250000 Penalty: 4985.553711
	Iteration 22Q: 3 clusters Score -3244756 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3244828.000000 Penalty: 4985.553711
	Iteration 23Q: 3 clusters Score -3244828 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -3244890.750000 Penalty: 4985.553711
	Iteration 24Q: 3 clusters Score -3244891 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3244959.250000 Penalty: 4985.553711
	Iteration 25Q: 3 clusters Score -3244959 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3245024.250000 Penalty: 4985.553711
	Iteration 26Q: 3 clusters Score -3245024 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3245095.500000 Penalty: 4985.553711
	Iteration 27Q: 3 clusters Score -3245096 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3245144.500000 Penalty: 4985.553711
	Iteration 28Q: 3 clusters Score -3245144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -3245179.750000 Penalty: 4985.553711
	Iteration 29Q: 3 clusters Score -3245180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3245223.750000 Penalty: 4985.553711
	Iteration 30Q: 3 clusters Score -3245224 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -3245247.500000 Penalty: 4985.553711
	Iteration 31Q: 3 clusters Score -3245248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -3245267.250000 Penalty: 4985.553711
	Iteration 32Q: 3 clusters Score -3245267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3245281.000000 Penalty: 4985.553711
	Iteration 33Q: 3 clusters Score -3245281 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3245289.000000 Penalty: 4985.553711
	Iteration 34Q: 3 clusters Score -3245289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3245304.250000 Penalty: 4985.553711
	Iteration 35Q: 3 clusters Score -3245304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3245308.500000 Penalty: 4985.553711
	Iteration 36Q: 3 clusters Score -3245308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3245320.250000 Penalty: 4985.553711
	Iteration 37Q: 3 clusters Score -3245320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3245320.500000 Penalty: 4985.553711
	Iteration 38Q: 3 clusters Score -3245320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3245327.250000 Penalty: 4985.553711
	Iteration 39Q: 3 clusters Score -3245327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3245325.750000 Penalty: 4985.553711
	Iteration 40F: 3 clusters Score -3245326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3245329.500000 Penalty: 4985.553711
	Iteration 41Q: 3 clusters Score -3245330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3245331.000000 Penalty: 4985.553711
	Iteration 42Q: 3 clusters Score -3245331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3245331.750000 Penalty: 4985.553711
	Iteration 43Q: 3 clusters Score -3245332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3245334.250000 Penalty: 4985.553711
	Iteration 44Q: 3 clusters Score -3245334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3245334.000000 Penalty: 4985.553711
	Iteration 45Q: 3 clusters Score -3245334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3245334.000000 Penalty: 4985.553711
	Iteration 46Q: 3 clusters Score -3245334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3245335.500000 Penalty: 4985.553711
	Iteration 47Q: 3 clusters Score -3245336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -3245335.500000 Penalty: 4985.553711
	Iteration 48Q: 3 clusters Score -3245336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3245334.250000 Penalty: 4985.553711
	Iteration 49Q: 3 clusters Score -3245334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3245334.250000 Penalty: 4985.553711
	Iteration 50F: 3 clusters Score -3245334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1770391.375000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1770391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1761405.000000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1761405 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1764337.375000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1764337 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1764866.625000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1764867 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1765301.125000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1765301 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1765693.750000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1765694 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1766098.000000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1766098 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1766526.750000 Penalty: 4654.025879
	Iteration 6F: 3 clusters Score -1766527 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1766972.625000 Penalty: 4654.025879
	Iteration 7F: 3 clusters Score -1766973 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1767432.500000 Penalty: 4654.025879
	Iteration 8F: 3 clusters Score -1767432 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1767815.875000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1767816 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1768144.750000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1768145 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1768372.500000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1768372 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1768533.000000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1768533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1768639.250000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1768639 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1768714.000000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1768714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1768771.000000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1768771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1768802.125000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1768802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1768826.625000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1768827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1768842.875000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1768843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1768850.875000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1768851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1768857.375000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1768857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1768866.750000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1768867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1768874.750000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1768875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1768875.000000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1768875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1768881.000000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1768881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1768885.500000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1768886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1768897.500000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1768898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1768895.125000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1768895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1768901.625000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1768902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1768901.375000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1768901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1768909.500000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1768910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1768908.500000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1768908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1768910.250000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1768910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1768912.500000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1768912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1768916.500000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1768916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1768914.375000 Penalty: 4654.025879
	Iteration 35Q: 3 clusters Score -1768914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1768914.625000 Penalty: 4654.025879
	Iteration 36Q: 3 clusters Score -1768915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1768915.000000 Penalty: 4654.025879
	Iteration 37Q: 3 clusters Score -1768915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1768918.375000 Penalty: 4654.025879
	Iteration 38Q: 3 clusters Score -1768918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1768918.000000 Penalty: 4654.025879
	Iteration 39Q: 3 clusters Score -1768918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1768920.625000 Penalty: 4654.025879
	Iteration 40F: 3 clusters Score -1768921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1768924.250000 Penalty: 4654.025879
	Iteration 41Q: 3 clusters Score -1768924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1768920.875000 Penalty: 4654.025879
	Iteration 42Q: 3 clusters Score -1768921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1768922.625000 Penalty: 4654.025879
	Iteration 43Q: 3 clusters Score -1768923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1768922.625000 Penalty: 4654.025879
	Iteration 44F: 3 clusters Score -1768923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -251979.546875 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -251979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -249566.468750 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -249566.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -250021.640625 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -250021.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -250200.140625 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -250200.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -250339.968750 Penalty: 3698.114990
	Iteration 3F: 3 clusters Score -250340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -250482.437500 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -250482.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -250625.500000 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -250625.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250747.421875 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -250747.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -250840.796875 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -250840.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -250915.250000 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -250915.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -250969.718750 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -250969.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251003.421875 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -251003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -251025.796875 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -251025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -251051.734375 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -251051.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -251069.828125 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -251069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -251085.671875 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -251085.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251101.218750 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -251101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251110.218750 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -251110.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251112.015625 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -251112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251112.734375 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -251112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -251114.015625 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -251114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -251115.796875 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -251115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251121.968750 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -251122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251127.937500 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -251127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251136.281250 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -251136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -251142.468750 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -251142.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251144.843750 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -251144.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251145.093750 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -251145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251145.437500 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -251145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251145.437500 Penalty: 3698.114990
	Iteration 28F: 3 clusters Score -251145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1615865.500000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1615866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1607747.500000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1607748 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1610222.375000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1610222 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1610673.375000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1610673 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1611163.375000 Penalty: 4606.914551
	Iteration 3F: 3 clusters Score -1611163 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1611663.375000 Penalty: 4606.914551
	Iteration 4F: 3 clusters Score -1611663 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1612073.125000 Penalty: 4606.914551
	Iteration 5F: 3 clusters Score -1612073 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1612409.000000 Penalty: 4606.914551
	Iteration 6F: 3 clusters Score -1612409 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1612724.750000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1612725 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1613016.375000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1613016 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1613299.500000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1613300 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1613529.375000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1613529 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1613727.750000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1613728 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1613889.750000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1613890 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1614019.750000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1614020 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1614134.625000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1614135 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1614220.250000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1614220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1614310.000000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1614310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1614389.500000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1614390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1614449.750000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1614450 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1614497.625000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1614498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1614537.375000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1614537 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1614572.750000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1614573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1614602.750000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1614603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1614637.000000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1614637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1614649.750000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1614650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1614661.750000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1614662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1614679.375000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1614679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1614700.500000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1614700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1614712.000000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1614712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1614719.250000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1614719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1614731.250000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1614731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1614740.375000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1614740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1614751.500000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1614752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1614766.625000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1614767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1614775.250000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1614775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1614781.875000 Penalty: 4606.914551
	Iteration 35Q: 3 clusters Score -1614782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1614783.500000 Penalty: 4606.914551
	Iteration 36Q: 3 clusters Score -1614784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1614790.375000 Penalty: 4606.914551
	Iteration 37Q: 3 clusters Score -1614790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1614788.500000 Penalty: 4606.914551
	Iteration 38Q: 3 clusters Score -1614788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1614791.000000 Penalty: 4606.914551
	Iteration 39Q: 3 clusters Score -1614791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1614792.875000 Penalty: 4606.914551
	Iteration 40F: 3 clusters Score -1614793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1614797.500000 Penalty: 4606.914551
	Iteration 41Q: 3 clusters Score -1614798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1614795.375000 Penalty: 4606.914551
	Iteration 42Q: 3 clusters Score -1614795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1614795.000000 Penalty: 4606.914551
	Iteration 43Q: 3 clusters Score -1614795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1614800.750000 Penalty: 4606.914551
	Iteration 44Q: 3 clusters Score -1614801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1614804.125000 Penalty: 4606.914551
	Iteration 45Q: 3 clusters Score -1614804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1614804.250000 Penalty: 4606.914551
	Iteration 46Q: 3 clusters Score -1614804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1614808.375000 Penalty: 4606.914551
	Iteration 47Q: 3 clusters Score -1614808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1614813.125000 Penalty: 4606.914551
	Iteration 48Q: 3 clusters Score -1614813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1614821.375000 Penalty: 4606.914551
	Iteration 49Q: 3 clusters Score -1614821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1614821.000000 Penalty: 4606.914551
	Iteration 50Q: 3 clusters Score -1614821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1614821.750000 Penalty: 4606.914551
	Iteration 51Q: 3 clusters Score -1614822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1614822.875000 Penalty: 4606.914551
	Iteration 52Q: 3 clusters Score -1614823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1614823.875000 Penalty: 4606.914551
	Iteration 53Q: 3 clusters Score -1614824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1614827.375000 Penalty: 4606.914551
	Iteration 54Q: 3 clusters Score -1614827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1614829.750000 Penalty: 4606.914551
	Iteration 55Q: 3 clusters Score -1614830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1614829.625000 Penalty: 4606.914551
	Iteration 56Q: 3 clusters Score -1614830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1614831.875000 Penalty: 4606.914551
	Iteration 57Q: 3 clusters Score -1614832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1614833.875000 Penalty: 4606.914551
	Iteration 58Q: 3 clusters Score -1614834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1614835.750000 Penalty: 4606.914551
	Iteration 59Q: 3 clusters Score -1614836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1614835.875000 Penalty: 4606.914551
	Iteration 60F: 3 clusters Score -1614836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1614835.625000 Penalty: 4606.914551
	Iteration 61Q: 3 clusters Score -1614836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1614840.125000 Penalty: 4606.914551
	Iteration 62Q: 3 clusters Score -1614840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1614841.250000 Penalty: 4606.914551
	Iteration 63Q: 3 clusters Score -1614841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1614841.250000 Penalty: 4606.914551
	Iteration 64F: 3 clusters Score -1614841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -108933.382812 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -108933.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -109451.648438 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109451.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -109737.828125 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -109737.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110028.179688 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -110028.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110196.093750 Penalty: 3376.187500
	Iteration 4F: 3 clusters Score -110196.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110358.320312 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110358.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -110425.140625 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110425.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110470.328125 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110487.789062 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110497.375000 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110510.492188 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110515.203125 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110516.195312 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -110516.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110516.195312 Penalty: 3376.187500
	Iteration 13F: 3 clusters Score -110516.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Entering Unmasked Estep 
Score: -4496149.000000 Penalty: 2557.552734
	Iteration 0F: 2 clusters Score -4496149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -4475637.000000 Penalty: 5115.105469
	Iteration 0F: 3 clusters Score -4475637 nChanged 13546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4482857.000000 Penalty: 5115.105469
	Iteration 1F: 3 clusters Score -4482857 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -4483364.000000 Penalty: 5115.105469
	Iteration 2Q: 3 clusters Score -4483364 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4483998.500000 Penalty: 5115.105469
	Iteration 3Q: 3 clusters Score -4483998 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4484718.500000 Penalty: 5115.105469
	Iteration 4Q: 3 clusters Score -4484718 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4485417.500000 Penalty: 5115.105469
	Iteration 5Q: 3 clusters Score -4485418 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4486077.000000 Penalty: 5115.105469
	Iteration 6Q: 3 clusters Score -4486077 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4486735.000000 Penalty: 5115.105469
	Iteration 7Q: 3 clusters Score -4486735 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -4487422.500000 Penalty: 5115.105469
	Iteration 8Q: 3 clusters Score -4487422 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -4488287.500000 Penalty: 5115.105469
	Iteration 9Q: 3 clusters Score -4488288 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -4489133.000000 Penalty: 5115.105469
	Iteration 10Q: 3 clusters Score -4489133 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4489969.000000 Penalty: 5115.105469
	Iteration 11Q: 3 clusters Score -4489969 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4490759.000000 Penalty: 5115.105469
	Iteration 12Q: 3 clusters Score -4490759 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4491532.000000 Penalty: 5115.105469
	Iteration 13Q: 3 clusters Score -4491532 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4492246.500000 Penalty: 5115.105469
	Iteration 14Q: 3 clusters Score -4492246 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4492840.000000 Penalty: 5115.105469
	Iteration 15Q: 3 clusters Score -4492840 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4493205.000000 Penalty: 5115.105469
	Iteration 16Q: 3 clusters Score -4493205 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4493444.500000 Penalty: 5115.105469
	Iteration 17Q: 3 clusters Score -4493444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4493586.000000 Penalty: 5115.105469
	Iteration 18Q: 3 clusters Score -4493586 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4493702.000000 Penalty: 5115.105469
	Iteration 19Q: 3 clusters Score -4493702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4493783.000000 Penalty: 5115.105469
	Iteration 20F: 3 clusters Score -4493783 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4493843.000000 Penalty: 5115.105469
	Iteration 21Q: 3 clusters Score -4493843 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4493872.000000 Penalty: 5115.105469
	Iteration 22Q: 3 clusters Score -4493872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4493909.000000 Penalty: 5115.105469
	Iteration 23Q: 3 clusters Score -4493909 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4493932.500000 Penalty: 5115.105469
	Iteration 24Q: 3 clusters Score -4493932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4493950.500000 Penalty: 5115.105469
	Iteration 25Q: 3 clusters Score -4493950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4493972.500000 Penalty: 5115.105469
	Iteration 26Q: 3 clusters Score -4493972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4493987.500000 Penalty: 5115.105469
	Iteration 27Q: 3 clusters Score -4493988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4494007.000000 Penalty: 5115.105469
	Iteration 28Q: 3 clusters Score -4494007 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4494011.000000 Penalty: 5115.105469
	Iteration 29Q: 3 clusters Score -4494011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4494022.000000 Penalty: 5115.105469
	Iteration 30Q: 3 clusters Score -4494022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4494031.000000 Penalty: 5115.105469
	Iteration 31Q: 3 clusters Score -4494031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4494037.000000 Penalty: 5115.105469
	Iteration 32Q: 3 clusters Score -4494037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4494047.000000 Penalty: 5115.105469
	Iteration 33Q: 3 clusters Score -4494047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4494060.500000 Penalty: 5115.105469
	Iteration 34Q: 3 clusters Score -4494060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4494065.500000 Penalty: 5115.105469
	Iteration 35Q: 3 clusters Score -4494066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4494090.500000 Penalty: 5115.105469
	Iteration 36Q: 3 clusters Score -4494090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4494090.500000 Penalty: 5115.105469
	Iteration 37Q: 3 clusters Score -4494090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4494088.500000 Penalty: 5115.105469
	Iteration 38Q: 3 clusters Score -4494088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4494099.000000 Penalty: 5115.105469
	Iteration 39Q: 3 clusters Score -4494099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4494109.000000 Penalty: 5115.105469
	Iteration 40F: 3 clusters Score -4494109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4494100.500000 Penalty: 5115.105469
	Iteration 41Q: 3 clusters Score -4494100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4494102.000000 Penalty: 5115.105469
	Iteration 42Q: 3 clusters Score -4494102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4494106.000000 Penalty: 5115.105469
	Iteration 43Q: 3 clusters Score -4494106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4494109.000000 Penalty: 5115.105469
	Iteration 44Q: 3 clusters Score -4494109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4494113.500000 Penalty: 5115.105469
	Iteration 45Q: 3 clusters Score -4494114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4494112.000000 Penalty: 5115.105469
	Iteration 46Q: 3 clusters Score -4494112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4494118.000000 Penalty: 5115.105469
	Iteration 47Q: 3 clusters Score -4494118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4494119.500000 Penalty: 5115.105469
	Iteration 48Q: 3 clusters Score -4494120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4494127.000000 Penalty: 5115.105469
	Iteration 49Q: 3 clusters Score -4494127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4494131.500000 Penalty: 5115.105469
	Iteration 50Q: 3 clusters Score -4494132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4494134.000000 Penalty: 5115.105469
	Iteration 51Q: 3 clusters Score -4494134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4494134.500000 Penalty: 5115.105469
	Iteration 52Q: 3 clusters Score -4494134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4494137.500000 Penalty: 5115.105469
	Iteration 53Q: 3 clusters Score -4494138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4494142.000000 Penalty: 5115.105469
	Iteration 54Q: 3 clusters Score -4494142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4494151.500000 Penalty: 5115.105469
	Iteration 55Q: 3 clusters Score -4494152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4494153.500000 Penalty: 5115.105469
	Iteration 56Q: 3 clusters Score -4494154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4494154.000000 Penalty: 5115.105469
	Iteration 57Q: 3 clusters Score -4494154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4494153.000000 Penalty: 5115.105469
	Iteration 58Q: 3 clusters Score -4494153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4494156.000000 Penalty: 5115.105469
	Iteration 59Q: 3 clusters Score -4494156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4494162.000000 Penalty: 5115.105469
	Iteration 60F: 3 clusters Score -4494162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4494165.000000 Penalty: 5115.105469
	Iteration 61Q: 3 clusters Score -4494165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4494168.000000 Penalty: 5115.105469
	Iteration 62Q: 3 clusters Score -4494168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4494167.500000 Penalty: 5115.105469
	Iteration 63Q: 3 clusters Score -4494168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4494168.500000 Penalty: 5115.105469
	Iteration 64Q: 3 clusters Score -4494168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4494172.500000 Penalty: 5115.105469
	Iteration 65Q: 3 clusters Score -4494172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4494171.000000 Penalty: 5115.105469
	Iteration 66Q: 3 clusters Score -4494171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4494172.000000 Penalty: 5115.105469
	Iteration 67Q: 3 clusters Score -4494172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4494172.000000 Penalty: 5115.105469
	Iteration 68F: 3 clusters Score -4494172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -415426.687500 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -415426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -412090.750000 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -412090.8 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -412917.437500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -412917.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -413228.812500 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -413228.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -413446.093750 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -413446.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -413603.406250 Penalty: 3999.435059
	Iteration 4F: 3 clusters Score -413603.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -413712.968750 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -413713 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -413813.562500 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -413813.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -413902.218750 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -413902.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -413987.906250 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -413987.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -414067.000000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -414067 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -414137.968750 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -414138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -414204.812500 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -414204.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -414250.968750 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -414251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -414288.406250 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -414288.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -414313.781250 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -414313.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -414331.062500 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -414331.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -414340.843750 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -414340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -414346.843750 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -414346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -414348.375000 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -414348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -414351.125000 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -414351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -414353.250000 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -414353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414355.531250 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -414355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414357.125000 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -414357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414358.156250 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -414358.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414356.968750 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -414357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -414356.968750 Penalty: 3999.435059
	Iteration 25F: 3 clusters Score -414357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Entering Unmasked Estep 
Score: -4627225.000000 Penalty: 2564.928223
	Iteration 0F: 2 clusters Score -4627225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -4606136.000000 Penalty: 5129.856445
	Iteration 0F: 3 clusters Score -4606136 nChanged 13854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4613667.000000 Penalty: 5129.856445
	Iteration 1F: 3 clusters Score -4613667 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -4614286.500000 Penalty: 5129.856445
	Iteration 2F: 3 clusters Score -4614286 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4614956.500000 Penalty: 5129.856445
	Iteration 3Q: 3 clusters Score -4614956 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4615772.500000 Penalty: 5129.856445
	Iteration 4F: 3 clusters Score -4615772 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4616587.500000 Penalty: 5129.856445
	Iteration 5F: 3 clusters Score -4616588 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4617559.000000 Penalty: 5129.856445
	Iteration 6F: 3 clusters Score -4617559 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4618653.500000 Penalty: 5129.856445
	Iteration 7F: 3 clusters Score -4618654 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4619819.500000 Penalty: 5129.856445
	Iteration 8F: 3 clusters Score -4619820 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4620984.500000 Penalty: 5129.856445
	Iteration 9Q: 3 clusters Score -4620984 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -4622078.500000 Penalty: 5129.856445
	Iteration 10Q: 3 clusters Score -4622078 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4622973.000000 Penalty: 5129.856445
	Iteration 11Q: 3 clusters Score -4622973 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -4623640.500000 Penalty: 5129.856445
	Iteration 12Q: 3 clusters Score -4623640 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -4624124.500000 Penalty: 5129.856445
	Iteration 13Q: 3 clusters Score -4624124 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4624415.000000 Penalty: 5129.856445
	Iteration 14Q: 3 clusters Score -4624415 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4624597.500000 Penalty: 5129.856445
	Iteration 15Q: 3 clusters Score -4624598 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4624713.500000 Penalty: 5129.856445
	Iteration 16Q: 3 clusters Score -4624714 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4624779.000000 Penalty: 5129.856445
	Iteration 17Q: 3 clusters Score -4624779 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -4624833.000000 Penalty: 5129.856445
	Iteration 18Q: 3 clusters Score -4624833 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4624896.500000 Penalty: 5129.856445
	Iteration 19Q: 3 clusters Score -4624896 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4624930.000000 Penalty: 5129.856445
	Iteration 20F: 3 clusters Score -4624930 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4624976.500000 Penalty: 5129.856445
	Iteration 21Q: 3 clusters Score -4624976 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -4625005.500000 Penalty: 5129.856445
	Iteration 22Q: 3 clusters Score -4625006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4625017.000000 Penalty: 5129.856445
	Iteration 23Q: 3 clusters Score -4625017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4625050.000000 Penalty: 5129.856445
	Iteration 24Q: 3 clusters Score -4625050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4625088.500000 Penalty: 5129.856445
	Iteration 25Q: 3 clusters Score -4625088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -4625112.500000 Penalty: 5129.856445
	Iteration 26Q: 3 clusters Score -4625112 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -4625125.000000 Penalty: 5129.856445
	Iteration 27Q: 3 clusters Score -4625125 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4625150.500000 Penalty: 5129.856445
	Iteration 28Q: 3 clusters Score -4625150 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4625175.500000 Penalty: 5129.856445
	Iteration 29Q: 3 clusters Score -4625176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -4625200.000000 Penalty: 5129.856445
	Iteration 30Q: 3 clusters Score -4625200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4625224.500000 Penalty: 5129.856445
	Iteration 31Q: 3 clusters Score -4625224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4625244.000000 Penalty: 5129.856445
	Iteration 32Q: 3 clusters Score -4625244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4625244.500000 Penalty: 5129.856445
	Iteration 33Q: 3 clusters Score -4625244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -4625273.000000 Penalty: 5129.856445
	Iteration 34Q: 3 clusters Score -4625273 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -4625293.000000 Penalty: 5129.856445
	Iteration 35Q: 3 clusters Score -4625293 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -4625313.000000 Penalty: 5129.856445
	Iteration 36Q: 3 clusters Score -4625313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4625333.500000 Penalty: 5129.856445
	Iteration 37Q: 3 clusters Score -4625334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4625356.500000 Penalty: 5129.856445
	Iteration 38Q: 3 clusters Score -4625356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4625358.500000 Penalty: 5129.856445
	Iteration 39Q: 3 clusters Score -4625358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -4625371.500000 Penalty: 5129.856445
	Iteration 40F: 3 clusters Score -4625372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4625389.000000 Penalty: 5129.856445
	Iteration 41Q: 3 clusters Score -4625389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4625392.500000 Penalty: 5129.856445
	Iteration 42Q: 3 clusters Score -4625392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4625401.500000 Penalty: 5129.856445
	Iteration 43Q: 3 clusters Score -4625402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4625400.000000 Penalty: 5129.856445
	Iteration 44Q: 3 clusters Score -4625400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4625427.000000 Penalty: 5129.856445
	Iteration 45Q: 3 clusters Score -4625427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -4625429.000000 Penalty: 5129.856445
	Iteration 46Q: 3 clusters Score -4625429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4625439.000000 Penalty: 5129.856445
	Iteration 47Q: 3 clusters Score -4625439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4625447.500000 Penalty: 5129.856445
	Iteration 48Q: 3 clusters Score -4625448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4625445.000000 Penalty: 5129.856445
	Iteration 49Q: 3 clusters Score -4625445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -4625454.500000 Penalty: 5129.856445
	Iteration 50Q: 3 clusters Score -4625454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -4625456.500000 Penalty: 5129.856445
	Iteration 51Q: 3 clusters Score -4625456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4625466.000000 Penalty: 5129.856445
	Iteration 52Q: 3 clusters Score -4625466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -4625478.000000 Penalty: 5129.856445
	Iteration 53Q: 3 clusters Score -4625478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4625485.500000 Penalty: 5129.856445
	Iteration 54Q: 3 clusters Score -4625486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4625487.000000 Penalty: 5129.856445
	Iteration 55Q: 3 clusters Score -4625487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4625493.500000 Penalty: 5129.856445
	Iteration 56Q: 3 clusters Score -4625494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4625496.500000 Penalty: 5129.856445
	Iteration 57Q: 3 clusters Score -4625496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4625504.000000 Penalty: 5129.856445
	Iteration 58Q: 3 clusters Score -4625504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -4625502.500000 Penalty: 5129.856445
	Iteration 59Q: 3 clusters Score -4625502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4625510.000000 Penalty: 5129.856445
	Iteration 60F: 3 clusters Score -4625510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -4625521.500000 Penalty: 5129.856445
	Iteration 61Q: 3 clusters Score -4625522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4625516.000000 Penalty: 5129.856445
	Iteration 62Q: 3 clusters Score -4625516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4625529.000000 Penalty: 5129.856445
	Iteration 63Q: 3 clusters Score -4625529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -4625533.500000 Penalty: 5129.856445
	Iteration 64Q: 3 clusters Score -4625534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -4625535.000000 Penalty: 5129.856445
	Iteration 65Q: 3 clusters Score -4625535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4625542.500000 Penalty: 5129.856445
	Iteration 66Q: 3 clusters Score -4625542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4625545.000000 Penalty: 5129.856445
	Iteration 67Q: 3 clusters Score -4625545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4625541.500000 Penalty: 5129.856445
	Iteration 68Q: 3 clusters Score -4625542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4625556.000000 Penalty: 5129.856445
	Iteration 69Q: 3 clusters Score -4625556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -4625550.500000 Penalty: 5129.856445
	Iteration 70Q: 3 clusters Score -4625550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -4625549.500000 Penalty: 5129.856445
	Iteration 71Q: 3 clusters Score -4625550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -4625555.000000 Penalty: 5129.856445
	Iteration 72Q: 3 clusters Score -4625555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -4625556.000000 Penalty: 5129.856445
	Iteration 73Q: 3 clusters Score -4625556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -4625558.000000 Penalty: 5129.856445
	Iteration 74Q: 3 clusters Score -4625558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -4625562.500000 Penalty: 5129.856445
	Iteration 75Q: 3 clusters Score -4625562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -4625564.000000 Penalty: 5129.856445
	Iteration 76Q: 3 clusters Score -4625564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -4625566.500000 Penalty: 5129.856445
	Iteration 77Q: 3 clusters Score -4625566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4625560.000000 Penalty: 5129.856445
	Iteration 78Q: 3 clusters Score -4625560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -4625566.500000 Penalty: 5129.856445
	Iteration 79Q: 3 clusters Score -4625566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -4625563.500000 Penalty: 5129.856445
	Iteration 80F: 3 clusters Score -4625564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4625563.000000 Penalty: 5129.856445
	Iteration 81Q: 3 clusters Score -4625563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4625561.500000 Penalty: 5129.856445
	Iteration 82Q: 3 clusters Score -4625562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4625562.000000 Penalty: 5129.856445
	Iteration 83Q: 3 clusters Score -4625562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4625561.000000 Penalty: 5129.856445
	Iteration 84Q: 3 clusters Score -4625561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4625558.000000 Penalty: 5129.856445
	Iteration 85Q: 3 clusters Score -4625558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4625558.000000 Penalty: 5129.856445
	Iteration 86F: 3 clusters Score -4625558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -212047.546875 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -212047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -209783.343750 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -209783.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -210177.906250 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -210177.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210299.515625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -210299.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210349.890625 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -210349.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -210396.687500 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -210396.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -210420.515625 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -210420.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210439.406250 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -210439.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -210457.921875 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -210457.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210467.875000 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -210467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210478.218750 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -210478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -210482.953125 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -210483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210489.531250 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -210489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -210494.937500 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -210494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210499.640625 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -210499.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210510.937500 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -210510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210515.515625 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -210515.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210520.828125 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -210520.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210526.937500 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -210526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210531.250000 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -210531.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210531.781250 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -210531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -210531.781250 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -210531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Entering Unmasked Estep 
Score: -1778140.500000 Penalty: 2327.138184
	Iteration 0F: 2 clusters Score -1778140 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 5954 members 
Entering Unmasked Estep 
Score: -1769248.375000 Penalty: 4654.276367
	Iteration 0F: 3 clusters Score -1769248 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1771903.625000 Penalty: 4654.276367
	Iteration 1F: 3 clusters Score -1771904 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1772212.750000 Penalty: 4654.276367
	Iteration 2F: 3 clusters Score -1772213 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1772440.875000 Penalty: 4654.276367
	Iteration 3Q: 3 clusters Score -1772441 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1772621.500000 Penalty: 4654.276367
	Iteration 4Q: 3 clusters Score -1772622 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1772786.000000 Penalty: 4654.276367
	Iteration 5Q: 3 clusters Score -1772786 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1772946.375000 Penalty: 4654.276367
	Iteration 6Q: 3 clusters Score -1772946 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1773083.750000 Penalty: 4654.276367
	Iteration 7Q: 3 clusters Score -1773084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1773214.750000 Penalty: 4654.276367
	Iteration 8Q: 3 clusters Score -1773215 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1773339.125000 Penalty: 4654.276367
	Iteration 9Q: 3 clusters Score -1773339 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1773461.750000 Penalty: 4654.276367
	Iteration 10Q: 3 clusters Score -1773462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1773589.750000 Penalty: 4654.276367
	Iteration 11Q: 3 clusters Score -1773590 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1773731.250000 Penalty: 4654.276367
	Iteration 12Q: 3 clusters Score -1773731 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1773863.625000 Penalty: 4654.276367
	Iteration 13Q: 3 clusters Score -1773864 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1773999.625000 Penalty: 4654.276367
	Iteration 14Q: 3 clusters Score -1774000 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1774133.500000 Penalty: 4654.276367
	Iteration 15Q: 3 clusters Score -1774134 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1774261.875000 Penalty: 4654.276367
	Iteration 16Q: 3 clusters Score -1774262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1774421.500000 Penalty: 4654.276367
	Iteration 17Q: 3 clusters Score -1774422 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1774598.750000 Penalty: 4654.276367
	Iteration 18Q: 3 clusters Score -1774599 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1774746.250000 Penalty: 4654.276367
	Iteration 19Q: 3 clusters Score -1774746 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1774862.000000 Penalty: 4654.276367
	Iteration 20F: 3 clusters Score -1774862 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1774960.250000 Penalty: 4654.276367
	Iteration 21Q: 3 clusters Score -1774960 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1775040.625000 Penalty: 4654.276367
	Iteration 22Q: 3 clusters Score -1775041 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1775101.875000 Penalty: 4654.276367
	Iteration 23Q: 3 clusters Score -1775102 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1775149.375000 Penalty: 4654.276367
	Iteration 24Q: 3 clusters Score -1775149 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1775188.750000 Penalty: 4654.276367
	Iteration 25Q: 3 clusters Score -1775189 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1775219.625000 Penalty: 4654.276367
	Iteration 26Q: 3 clusters Score -1775220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1775248.000000 Penalty: 4654.276367
	Iteration 27Q: 3 clusters Score -1775248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1775272.625000 Penalty: 4654.276367
	Iteration 28Q: 3 clusters Score -1775273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1775302.375000 Penalty: 4654.276367
	Iteration 29Q: 3 clusters Score -1775302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1775324.250000 Penalty: 4654.276367
	Iteration 30Q: 3 clusters Score -1775324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1775347.625000 Penalty: 4654.276367
	Iteration 31Q: 3 clusters Score -1775348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1775357.875000 Penalty: 4654.276367
	Iteration 32Q: 3 clusters Score -1775358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1775369.250000 Penalty: 4654.276367
	Iteration 33Q: 3 clusters Score -1775369 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1775392.875000 Penalty: 4654.276367
	Iteration 34Q: 3 clusters Score -1775393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1775408.000000 Penalty: 4654.276367
	Iteration 35Q: 3 clusters Score -1775408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1775429.875000 Penalty: 4654.276367
	Iteration 36Q: 3 clusters Score -1775430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1775448.250000 Penalty: 4654.276367
	Iteration 37Q: 3 clusters Score -1775448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1775473.750000 Penalty: 4654.276367
	Iteration 38Q: 3 clusters Score -1775474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1775490.500000 Penalty: 4654.276367
	Iteration 39Q: 3 clusters Score -1775490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1775529.500000 Penalty: 4654.276367
	Iteration 40F: 3 clusters Score -1775530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1775541.125000 Penalty: 4654.276367
	Iteration 41Q: 3 clusters Score -1775541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1775565.000000 Penalty: 4654.276367
	Iteration 42Q: 3 clusters Score -1775565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1775579.750000 Penalty: 4654.276367
	Iteration 43Q: 3 clusters Score -1775580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1775585.375000 Penalty: 4654.276367
	Iteration 44Q: 3 clusters Score -1775585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1775594.000000 Penalty: 4654.276367
	Iteration 45Q: 3 clusters Score -1775594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1775605.125000 Penalty: 4654.276367
	Iteration 46Q: 3 clusters Score -1775605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1775610.500000 Penalty: 4654.276367
	Iteration 47Q: 3 clusters Score -1775610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1775625.625000 Penalty: 4654.276367
	Iteration 48Q: 3 clusters Score -1775626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1775636.750000 Penalty: 4654.276367
	Iteration 49Q: 3 clusters Score -1775637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1775646.000000 Penalty: 4654.276367
	Iteration 50Q: 3 clusters Score -1775646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1775646.750000 Penalty: 4654.276367
	Iteration 51Q: 3 clusters Score -1775647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1775660.875000 Penalty: 4654.276367
	Iteration 52Q: 3 clusters Score -1775661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1775666.125000 Penalty: 4654.276367
	Iteration 53Q: 3 clusters Score -1775666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1775668.125000 Penalty: 4654.276367
	Iteration 54Q: 3 clusters Score -1775668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1775680.375000 Penalty: 4654.276367
	Iteration 55Q: 3 clusters Score -1775680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1775688.375000 Penalty: 4654.276367
	Iteration 56Q: 3 clusters Score -1775688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1775702.125000 Penalty: 4654.276367
	Iteration 57Q: 3 clusters Score -1775702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1775718.000000 Penalty: 4654.276367
	Iteration 58Q: 3 clusters Score -1775718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1775735.250000 Penalty: 4654.276367
	Iteration 59Q: 3 clusters Score -1775735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1775750.500000 Penalty: 4654.276367
	Iteration 60F: 3 clusters Score -1775750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1775760.875000 Penalty: 4654.276367
	Iteration 61Q: 3 clusters Score -1775761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1775773.625000 Penalty: 4654.276367
	Iteration 62Q: 3 clusters Score -1775774 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1775791.750000 Penalty: 4654.276367
	Iteration 63Q: 3 clusters Score -1775792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1775799.125000 Penalty: 4654.276367
	Iteration 64Q: 3 clusters Score -1775799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1775806.125000 Penalty: 4654.276367
	Iteration 65Q: 3 clusters Score -1775806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1775813.625000 Penalty: 4654.276367
	Iteration 66Q: 3 clusters Score -1775814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1775826.500000 Penalty: 4654.276367
	Iteration 67Q: 3 clusters Score -1775826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1775836.500000 Penalty: 4654.276367
	Iteration 68Q: 3 clusters Score -1775836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1775845.375000 Penalty: 4654.276367
	Iteration 69Q: 3 clusters Score -1775845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1775851.375000 Penalty: 4654.276367
	Iteration 70Q: 3 clusters Score -1775851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1775859.000000 Penalty: 4654.276367
	Iteration 71Q: 3 clusters Score -1775859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1775862.000000 Penalty: 4654.276367
	Iteration 72Q: 3 clusters Score -1775862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1775867.375000 Penalty: 4654.276367
	Iteration 73Q: 3 clusters Score -1775867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1775872.750000 Penalty: 4654.276367
	Iteration 74Q: 3 clusters Score -1775873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1775875.000000 Penalty: 4654.276367
	Iteration 75Q: 3 clusters Score -1775875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1775881.875000 Penalty: 4654.276367
	Iteration 76Q: 3 clusters Score -1775882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1775882.375000 Penalty: 4654.276367
	Iteration 77Q: 3 clusters Score -1775882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1775886.250000 Penalty: 4654.276367
	Iteration 78Q: 3 clusters Score -1775886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1775887.625000 Penalty: 4654.276367
	Iteration 79Q: 3 clusters Score -1775888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1775886.500000 Penalty: 4654.276367
	Iteration 80F: 3 clusters Score -1775886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1775887.500000 Penalty: 4654.276367
	Iteration 81Q: 3 clusters Score -1775888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1775888.000000 Penalty: 4654.276367
	Iteration 82Q: 3 clusters Score -1775888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1775890.500000 Penalty: 4654.276367
	Iteration 83Q: 3 clusters Score -1775890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1775893.125000 Penalty: 4654.276367
	Iteration 84Q: 3 clusters Score -1775893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1775892.875000 Penalty: 4654.276367
	Iteration 85Q: 3 clusters Score -1775893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1775896.250000 Penalty: 4654.276367
	Iteration 86Q: 3 clusters Score -1775896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1775897.250000 Penalty: 4654.276367
	Iteration 87Q: 3 clusters Score -1775897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1775898.625000 Penalty: 4654.276367
	Iteration 88Q: 3 clusters Score -1775899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1775901.375000 Penalty: 4654.276367
	Iteration 89Q: 3 clusters Score -1775901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1775901.125000 Penalty: 4654.276367
	Iteration 90Q: 3 clusters Score -1775901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1775908.375000 Penalty: 4654.276367
	Iteration 91Q: 3 clusters Score -1775908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1775909.250000 Penalty: 4654.276367
	Iteration 92Q: 3 clusters Score -1775909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1775910.250000 Penalty: 4654.276367
	Iteration 93Q: 3 clusters Score -1775910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1775914.375000 Penalty: 4654.276367
	Iteration 94Q: 3 clusters Score -1775914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1775916.625000 Penalty: 4654.276367
	Iteration 95Q: 3 clusters Score -1775917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1775921.625000 Penalty: 4654.276367
	Iteration 96Q: 3 clusters Score -1775922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1775920.000000 Penalty: 4654.276367
	Iteration 97Q: 3 clusters Score -1775920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1775920.375000 Penalty: 4654.276367
	Iteration 98Q: 3 clusters Score -1775920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1775922.875000 Penalty: 4654.276367
	Iteration 99Q: 3 clusters Score -1775923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1775923.000000 Penalty: 4654.276367
	Iteration 100F: 3 clusters Score -1775923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1775923.500000 Penalty: 4654.276367
	Iteration 101Q: 3 clusters Score -1775924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1775924.375000 Penalty: 4654.276367
	Iteration 102Q: 3 clusters Score -1775924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1775925.625000 Penalty: 4654.276367
	Iteration 103Q: 3 clusters Score -1775926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1775926.125000 Penalty: 4654.276367
	Iteration 104Q: 3 clusters Score -1775926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1775927.500000 Penalty: 4654.276367
	Iteration 105Q: 3 clusters Score -1775928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1775930.750000 Penalty: 4654.276367
	Iteration 106Q: 3 clusters Score -1775931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1775931.375000 Penalty: 4654.276367
	Iteration 107Q: 3 clusters Score -1775931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1775931.750000 Penalty: 4654.276367
	Iteration 108Q: 3 clusters Score -1775932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1775931.875000 Penalty: 4654.276367
	Iteration 109Q: 3 clusters Score -1775932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1775931.375000 Penalty: 4654.276367
	Iteration 110Q: 3 clusters Score -1775931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1775931.625000 Penalty: 4654.276367
	Iteration 111Q: 3 clusters Score -1775932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1775932.625000 Penalty: 4654.276367
	Iteration 112Q: 3 clusters Score -1775933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1775932.750000 Penalty: 4654.276367
	Iteration 113Q: 3 clusters Score -1775933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1775934.250000 Penalty: 4654.276367
	Iteration 114Q: 3 clusters Score -1775934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1775936.500000 Penalty: 4654.276367
	Iteration 115Q: 3 clusters Score -1775936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1775939.625000 Penalty: 4654.276367
	Iteration 116Q: 3 clusters Score -1775940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1775937.750000 Penalty: 4654.276367
	Iteration 117Q: 3 clusters Score -1775938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1775940.250000 Penalty: 4654.276367
	Iteration 118Q: 3 clusters Score -1775940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1775943.750000 Penalty: 4654.276367
	Iteration 119Q: 3 clusters Score -1775944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1775943.250000 Penalty: 4654.276367
	Iteration 120F: 3 clusters Score -1775943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1775946.625000 Penalty: 4654.276367
	Iteration 121Q: 3 clusters Score -1775947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1775944.375000 Penalty: 4654.276367
	Iteration 122Q: 3 clusters Score -1775944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1775947.250000 Penalty: 4654.276367
	Iteration 123Q: 3 clusters Score -1775947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1775945.125000 Penalty: 4654.276367
	Iteration 124Q: 3 clusters Score -1775945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1775944.000000 Penalty: 4654.276367
	Iteration 125Q: 3 clusters Score -1775944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1775945.500000 Penalty: 4654.276367
	Iteration 126Q: 3 clusters Score -1775946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1775945.500000 Penalty: 4654.276367
	Iteration 127Q: 3 clusters Score -1775946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1775945.500000 Penalty: 4654.276367
	Iteration 128F: 3 clusters Score -1775946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19089.912109 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19089.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -19203.964844 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19203.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19321.621094 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19321.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19532.601562 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -19532.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19654.357422 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19654.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19654.357422 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -19654.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -445392.031250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -445392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -442140.937500 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -442140.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -442791.531250 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -442791.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -442899.406250 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -442899.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -442965.093750 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -442965.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -443017.562500 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -443017.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -443062.156250 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -443062.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -443091.343750 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -443091.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -443114.406250 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -443114.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -443133.281250 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -443133.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -443148.375000 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -443148.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -443167.156250 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -443167.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -443177.156250 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -443177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -443186.625000 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -443186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -443195.093750 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -443195.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -443206.281250 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -443206.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -443216.281250 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -443216.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -443228.406250 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -443228.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -443237.062500 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -443237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -443244.156250 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -443244.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -443249.562500 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -443249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443252.562500 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -443252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -443256.250000 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -443256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -443258.906250 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -443258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -443260.406250 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -443260.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -443261.375000 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -443261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -443264.218750 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -443264.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -443267.625000 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -443267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -443274.718750 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -443274.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -443282.406250 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -443282.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -443288.812500 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -443288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -443292.750000 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -443292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -443296.218750 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -443296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -443296.906250 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -443296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -443298.218750 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -443298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -443298.218750 Penalty: 3967.174316
	Iteration 34F: 3 clusters Score -443298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Entering Unmasked Estep 
Score: -1625446.250000 Penalty: 2319.019287
	Iteration 0F: 2 clusters Score -1625446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1616717.750000 Penalty: 4638.038574
	Iteration 0F: 3 clusters Score -1616718 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1619289.750000 Penalty: 4638.038574
	Iteration 1F: 3 clusters Score -1619290 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1619666.625000 Penalty: 4638.038574
	Iteration 2F: 3 clusters Score -1619667 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1619990.875000 Penalty: 4638.038574
	Iteration 3F: 3 clusters Score -1619991 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1620305.625000 Penalty: 4638.038574
	Iteration 4F: 3 clusters Score -1620306 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1620637.125000 Penalty: 4638.038574
	Iteration 5Q: 3 clusters Score -1620637 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1621058.375000 Penalty: 4638.038574
	Iteration 6F: 3 clusters Score -1621058 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1621523.375000 Penalty: 4638.038574
	Iteration 7F: 3 clusters Score -1621523 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1621946.375000 Penalty: 4638.038574
	Iteration 8F: 3 clusters Score -1621946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1622339.750000 Penalty: 4638.038574
	Iteration 9Q: 3 clusters Score -1622340 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1622627.125000 Penalty: 4638.038574
	Iteration 10Q: 3 clusters Score -1622627 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1622861.625000 Penalty: 4638.038574
	Iteration 11Q: 3 clusters Score -1622862 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1623037.750000 Penalty: 4638.038574
	Iteration 12Q: 3 clusters Score -1623038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1623150.875000 Penalty: 4638.038574
	Iteration 13Q: 3 clusters Score -1623151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1623235.875000 Penalty: 4638.038574
	Iteration 14Q: 3 clusters Score -1623236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1623293.500000 Penalty: 4638.038574
	Iteration 15Q: 3 clusters Score -1623294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1623340.625000 Penalty: 4638.038574
	Iteration 16Q: 3 clusters Score -1623341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1623374.625000 Penalty: 4638.038574
	Iteration 17Q: 3 clusters Score -1623375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1623405.625000 Penalty: 4638.038574
	Iteration 18Q: 3 clusters Score -1623406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1623434.250000 Penalty: 4638.038574
	Iteration 19Q: 3 clusters Score -1623434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1623453.750000 Penalty: 4638.038574
	Iteration 20F: 3 clusters Score -1623454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1623475.375000 Penalty: 4638.038574
	Iteration 21Q: 3 clusters Score -1623475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1623487.125000 Penalty: 4638.038574
	Iteration 22Q: 3 clusters Score -1623487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1623499.875000 Penalty: 4638.038574
	Iteration 23Q: 3 clusters Score -1623500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1623506.250000 Penalty: 4638.038574
	Iteration 24Q: 3 clusters Score -1623506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1623517.750000 Penalty: 4638.038574
	Iteration 25Q: 3 clusters Score -1623518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1623524.500000 Penalty: 4638.038574
	Iteration 26Q: 3 clusters Score -1623524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1623534.375000 Penalty: 4638.038574
	Iteration 27Q: 3 clusters Score -1623534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1623546.625000 Penalty: 4638.038574
	Iteration 28Q: 3 clusters Score -1623547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1623562.750000 Penalty: 4638.038574
	Iteration 29Q: 3 clusters Score -1623563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1623573.625000 Penalty: 4638.038574
	Iteration 30Q: 3 clusters Score -1623574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1623593.125000 Penalty: 4638.038574
	Iteration 31Q: 3 clusters Score -1623593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1623602.625000 Penalty: 4638.038574
	Iteration 32Q: 3 clusters Score -1623603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1623618.750000 Penalty: 4638.038574
	Iteration 33Q: 3 clusters Score -1623619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1623641.750000 Penalty: 4638.038574
	Iteration 34Q: 3 clusters Score -1623642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1623664.500000 Penalty: 4638.038574
	Iteration 35Q: 3 clusters Score -1623664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1623685.500000 Penalty: 4638.038574
	Iteration 36Q: 3 clusters Score -1623686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1623708.875000 Penalty: 4638.038574
	Iteration 37Q: 3 clusters Score -1623709 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1623731.125000 Penalty: 4638.038574
	Iteration 38Q: 3 clusters Score -1623731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1623752.375000 Penalty: 4638.038574
	Iteration 39Q: 3 clusters Score -1623752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1623767.750000 Penalty: 4638.038574
	Iteration 40F: 3 clusters Score -1623768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1623792.875000 Penalty: 4638.038574
	Iteration 41Q: 3 clusters Score -1623793 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1623817.125000 Penalty: 4638.038574
	Iteration 42Q: 3 clusters Score -1623817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1623842.000000 Penalty: 4638.038574
	Iteration 43Q: 3 clusters Score -1623842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1623861.625000 Penalty: 4638.038574
	Iteration 44Q: 3 clusters Score -1623862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1623876.750000 Penalty: 4638.038574
	Iteration 45Q: 3 clusters Score -1623877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1623882.375000 Penalty: 4638.038574
	Iteration 46Q: 3 clusters Score -1623882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1623889.500000 Penalty: 4638.038574
	Iteration 47Q: 3 clusters Score -1623890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1623893.000000 Penalty: 4638.038574
	Iteration 48Q: 3 clusters Score -1623893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1623895.500000 Penalty: 4638.038574
	Iteration 49Q: 3 clusters Score -1623896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1623898.125000 Penalty: 4638.038574
	Iteration 50Q: 3 clusters Score -1623898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1623904.750000 Penalty: 4638.038574
	Iteration 51Q: 3 clusters Score -1623905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1623908.250000 Penalty: 4638.038574
	Iteration 52Q: 3 clusters Score -1623908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1623910.500000 Penalty: 4638.038574
	Iteration 53Q: 3 clusters Score -1623910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1623914.625000 Penalty: 4638.038574
	Iteration 54Q: 3 clusters Score -1623915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1623915.875000 Penalty: 4638.038574
	Iteration 55Q: 3 clusters Score -1623916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1623916.250000 Penalty: 4638.038574
	Iteration 56Q: 3 clusters Score -1623916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1623920.250000 Penalty: 4638.038574
	Iteration 57Q: 3 clusters Score -1623920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1623920.125000 Penalty: 4638.038574
	Iteration 58Q: 3 clusters Score -1623920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1623921.375000 Penalty: 4638.038574
	Iteration 59Q: 3 clusters Score -1623921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1623924.250000 Penalty: 4638.038574
	Iteration 60F: 3 clusters Score -1623924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1623923.250000 Penalty: 4638.038574
	Iteration 61Q: 3 clusters Score -1623923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1623922.625000 Penalty: 4638.038574
	Iteration 62Q: 3 clusters Score -1623923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1623925.250000 Penalty: 4638.038574
	Iteration 63Q: 3 clusters Score -1623925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1623927.875000 Penalty: 4638.038574
	Iteration 64Q: 3 clusters Score -1623928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1623932.500000 Penalty: 4638.038574
	Iteration 65Q: 3 clusters Score -1623932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1623934.750000 Penalty: 4638.038574
	Iteration 66Q: 3 clusters Score -1623935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1623930.125000 Penalty: 4638.038574
	Iteration 67Q: 3 clusters Score -1623930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1623934.375000 Penalty: 4638.038574
	Iteration 68Q: 3 clusters Score -1623934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1623936.875000 Penalty: 4638.038574
	Iteration 69Q: 3 clusters Score -1623937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1623946.375000 Penalty: 4638.038574
	Iteration 70Q: 3 clusters Score -1623946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1623959.000000 Penalty: 4638.038574
	Iteration 71Q: 3 clusters Score -1623959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1623965.500000 Penalty: 4638.038574
	Iteration 72Q: 3 clusters Score -1623966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1623968.875000 Penalty: 4638.038574
	Iteration 73Q: 3 clusters Score -1623969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1623972.000000 Penalty: 4638.038574
	Iteration 74Q: 3 clusters Score -1623972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1623975.250000 Penalty: 4638.038574
	Iteration 75Q: 3 clusters Score -1623975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1623976.375000 Penalty: 4638.038574
	Iteration 76Q: 3 clusters Score -1623976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1623974.375000 Penalty: 4638.038574
	Iteration 77Q: 3 clusters Score -1623974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1623974.125000 Penalty: 4638.038574
	Iteration 78Q: 3 clusters Score -1623974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1623974.750000 Penalty: 4638.038574
	Iteration 79Q: 3 clusters Score -1623975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1623978.375000 Penalty: 4638.038574
	Iteration 80F: 3 clusters Score -1623978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1623980.500000 Penalty: 4638.038574
	Iteration 81Q: 3 clusters Score -1623980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1623981.500000 Penalty: 4638.038574
	Iteration 82Q: 3 clusters Score -1623982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1623983.375000 Penalty: 4638.038574
	Iteration 83Q: 3 clusters Score -1623983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1623985.500000 Penalty: 4638.038574
	Iteration 84Q: 3 clusters Score -1623986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1623984.750000 Penalty: 4638.038574
	Iteration 85Q: 3 clusters Score -1623985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1623984.500000 Penalty: 4638.038574
	Iteration 86Q: 3 clusters Score -1623984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1623987.500000 Penalty: 4638.038574
	Iteration 87Q: 3 clusters Score -1623988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1623991.125000 Penalty: 4638.038574
	Iteration 88Q: 3 clusters Score -1623991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1623992.875000 Penalty: 4638.038574
	Iteration 89Q: 3 clusters Score -1623993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1623993.625000 Penalty: 4638.038574
	Iteration 90Q: 3 clusters Score -1623994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1623997.000000 Penalty: 4638.038574
	Iteration 91Q: 3 clusters Score -1623997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1623997.000000 Penalty: 4638.038574
	Iteration 92Q: 3 clusters Score -1623997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1624003.250000 Penalty: 4638.038574
	Iteration 93Q: 3 clusters Score -1624003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1624008.500000 Penalty: 4638.038574
	Iteration 94Q: 3 clusters Score -1624008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1624012.875000 Penalty: 4638.038574
	Iteration 95Q: 3 clusters Score -1624013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1624015.625000 Penalty: 4638.038574
	Iteration 96Q: 3 clusters Score -1624016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1624021.625000 Penalty: 4638.038574
	Iteration 97Q: 3 clusters Score -1624022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1624019.000000 Penalty: 4638.038574
	Iteration 98Q: 3 clusters Score -1624019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1624019.750000 Penalty: 4638.038574
	Iteration 99Q: 3 clusters Score -1624020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1624027.750000 Penalty: 4638.038574
	Iteration 100F: 3 clusters Score -1624028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1624027.750000 Penalty: 4638.038574
	Iteration 101Q: 3 clusters Score -1624028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1624032.375000 Penalty: 4638.038574
	Iteration 102Q: 3 clusters Score -1624032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1624033.500000 Penalty: 4638.038574
	Iteration 103Q: 3 clusters Score -1624034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1624034.125000 Penalty: 4638.038574
	Iteration 104Q: 3 clusters Score -1624034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1624038.500000 Penalty: 4638.038574
	Iteration 105Q: 3 clusters Score -1624038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1624041.625000 Penalty: 4638.038574
	Iteration 106Q: 3 clusters Score -1624042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1624041.500000 Penalty: 4638.038574
	Iteration 107Q: 3 clusters Score -1624042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1624045.250000 Penalty: 4638.038574
	Iteration 108Q: 3 clusters Score -1624045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1624045.750000 Penalty: 4638.038574
	Iteration 109Q: 3 clusters Score -1624046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1624046.250000 Penalty: 4638.038574
	Iteration 110Q: 3 clusters Score -1624046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1624041.375000 Penalty: 4638.038574
	Iteration 111Q: 3 clusters Score -1624041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1624042.875000 Penalty: 4638.038574
	Iteration 112Q: 3 clusters Score -1624043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1624045.125000 Penalty: 4638.038574
	Iteration 113Q: 3 clusters Score -1624045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1624045.250000 Penalty: 4638.038574
	Iteration 114Q: 3 clusters Score -1624045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1624044.000000 Penalty: 4638.038574
	Iteration 115Q: 3 clusters Score -1624044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1624049.125000 Penalty: 4638.038574
	Iteration 116Q: 3 clusters Score -1624049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1624051.125000 Penalty: 4638.038574
	Iteration 117Q: 3 clusters Score -1624051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1624051.375000 Penalty: 4638.038574
	Iteration 118Q: 3 clusters Score -1624051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1624052.625000 Penalty: 4638.038574
	Iteration 119Q: 3 clusters Score -1624053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1624055.000000 Penalty: 4638.038574
	Iteration 120F: 3 clusters Score -1624055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1624054.625000 Penalty: 4638.038574
	Iteration 121Q: 3 clusters Score -1624055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1624055.250000 Penalty: 4638.038574
	Iteration 122Q: 3 clusters Score -1624055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1624057.375000 Penalty: 4638.038574
	Iteration 123Q: 3 clusters Score -1624057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1624058.625000 Penalty: 4638.038574
	Iteration 124Q: 3 clusters Score -1624059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1624058.625000 Penalty: 4638.038574
	Iteration 125Q: 3 clusters Score -1624059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1624057.250000 Penalty: 4638.038574
	Iteration 126Q: 3 clusters Score -1624057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1624055.500000 Penalty: 4638.038574
	Iteration 127Q: 3 clusters Score -1624056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1624055.625000 Penalty: 4638.038574
	Iteration 128Q: 3 clusters Score -1624056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1624057.125000 Penalty: 4638.038574
	Iteration 129Q: 3 clusters Score -1624057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1624057.125000 Penalty: 4638.038574
	Iteration 130F: 3 clusters Score -1624057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Entering Unmasked Estep 
Score: -2559762.500000 Penalty: 2435.628906
	Iteration 0F: 2 clusters Score -2559762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2546675.750000 Penalty: 4871.257812
	Iteration 0F: 3 clusters Score -2546676 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2551630.750000 Penalty: 4871.257812
	Iteration 1F: 3 clusters Score -2551631 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2552374.500000 Penalty: 4871.257812
	Iteration 2F: 3 clusters Score -2552374 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2553120.500000 Penalty: 4871.257812
	Iteration 3F: 3 clusters Score -2553120 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2553970.500000 Penalty: 4871.257812
	Iteration 4F: 3 clusters Score -2553970 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2554851.750000 Penalty: 4871.257812
	Iteration 5F: 3 clusters Score -2554852 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2555651.750000 Penalty: 4871.257812
	Iteration 6F: 3 clusters Score -2555652 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2556298.500000 Penalty: 4871.257812
	Iteration 7F: 3 clusters Score -2556298 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2556782.000000 Penalty: 4871.257812
	Iteration 8Q: 3 clusters Score -2556782 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2557190.000000 Penalty: 4871.257812
	Iteration 9Q: 3 clusters Score -2557190 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2557513.750000 Penalty: 4871.257812
	Iteration 10Q: 3 clusters Score -2557514 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2557763.250000 Penalty: 4871.257812
	Iteration 11Q: 3 clusters Score -2557763 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2557993.750000 Penalty: 4871.257812
	Iteration 12Q: 3 clusters Score -2557994 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2558166.500000 Penalty: 4871.257812
	Iteration 13Q: 3 clusters Score -2558166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2558334.500000 Penalty: 4871.257812
	Iteration 14Q: 3 clusters Score -2558334 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2558473.000000 Penalty: 4871.257812
	Iteration 15Q: 3 clusters Score -2558473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2558575.500000 Penalty: 4871.257812
	Iteration 16Q: 3 clusters Score -2558576 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2558640.000000 Penalty: 4871.257812
	Iteration 17Q: 3 clusters Score -2558640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2558680.750000 Penalty: 4871.257812
	Iteration 18Q: 3 clusters Score -2558681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2558725.000000 Penalty: 4871.257812
	Iteration 19Q: 3 clusters Score -2558725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2558762.250000 Penalty: 4871.257812
	Iteration 20F: 3 clusters Score -2558762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2558802.000000 Penalty: 4871.257812
	Iteration 21Q: 3 clusters Score -2558802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2558815.500000 Penalty: 4871.257812
	Iteration 22Q: 3 clusters Score -2558816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2558825.750000 Penalty: 4871.257812
	Iteration 23Q: 3 clusters Score -2558826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2558830.250000 Penalty: 4871.257812
	Iteration 24Q: 3 clusters Score -2558830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2558834.250000 Penalty: 4871.257812
	Iteration 25Q: 3 clusters Score -2558834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2558834.500000 Penalty: 4871.257812
	Iteration 26Q: 3 clusters Score -2558834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2558837.750000 Penalty: 4871.257812
	Iteration 27Q: 3 clusters Score -2558838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2558839.500000 Penalty: 4871.257812
	Iteration 28Q: 3 clusters Score -2558840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2558841.250000 Penalty: 4871.257812
	Iteration 29Q: 3 clusters Score -2558841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2558841.000000 Penalty: 4871.257812
	Iteration 30Q: 3 clusters Score -2558841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2558844.750000 Penalty: 4871.257812
	Iteration 31Q: 3 clusters Score -2558845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2558845.500000 Penalty: 4871.257812
	Iteration 32Q: 3 clusters Score -2558846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2558845.500000 Penalty: 4871.257812
	Iteration 33Q: 3 clusters Score -2558846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2558846.250000 Penalty: 4871.257812
	Iteration 34Q: 3 clusters Score -2558846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2558846.250000 Penalty: 4871.257812
	Iteration 35F: 3 clusters Score -2558846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -218612.203125 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -218612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -216311.375000 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -216311.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -216734.531250 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -216734.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -216892.187500 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -216892.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -217004.296875 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -217004.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -217101.296875 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -217101.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -217183.546875 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -217183.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217236.421875 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -217236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -217271.625000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -217271.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -217295.265625 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -217295.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -217317.843750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -217317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -217331.953125 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -217332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -217342.671875 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -217342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217351.625000 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -217351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -217364.437500 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -217364.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217376.078125 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -217376.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -217379.250000 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -217379.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -217385.734375 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -217385.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -217395.875000 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -217395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -217404.140625 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -217404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -217414.656250 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -217414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -217420.296875 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -217420.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -217426.875000 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -217426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217428.515625 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -217428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -217429.765625 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -217429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -217431.375000 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -217431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -217432.687500 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -217432.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -217434.218750 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -217434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -217434.218750 Penalty: 3641.697266
	Iteration 27F: 3 clusters Score -217434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -48217.621094 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -48217.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46886.726562 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -46886.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47102.097656 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -47102.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47251.902344 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -47251.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47394.863281 Penalty: 2963.009521
	Iteration 3F: 3 clusters Score -47394.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47508.390625 Penalty: 2963.009521
	Iteration 4F: 3 clusters Score -47508.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47626.753906 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -47626.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47668.992188 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -47668.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47701.160156 Penalty: 2963.009521
	Iteration 7Q: 3 clusters Score -47701.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47720.050781 Penalty: 2963.009521
	Iteration 8Q: 3 clusters Score -47720.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47728.335938 Penalty: 2963.009521
	Iteration 9Q: 3 clusters Score -47728.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47740.445312 Penalty: 2963.009521
	Iteration 10Q: 3 clusters Score -47740.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47740.445312 Penalty: 2963.009521
	Iteration 11F: 3 clusters Score -47740.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Entering Unmasked Estep 
Score: -1930895.750000 Penalty: 2349.745117
	Iteration 0F: 2 clusters Score -1930896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1921335.625000 Penalty: 4699.490234
	Iteration 0F: 3 clusters Score -1921336 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1924340.625000 Penalty: 4699.490234
	Iteration 1F: 3 clusters Score -1924341 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1924751.125000 Penalty: 4699.490234
	Iteration 2F: 3 clusters Score -1924751 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1925108.875000 Penalty: 4699.490234
	Iteration 3F: 3 clusters Score -1925109 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1925474.375000 Penalty: 4699.490234
	Iteration 4F: 3 clusters Score -1925474 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1925910.125000 Penalty: 4699.490234
	Iteration 5F: 3 clusters Score -1925910 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1926358.125000 Penalty: 4699.490234
	Iteration 6F: 3 clusters Score -1926358 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1926832.750000 Penalty: 4699.490234
	Iteration 7Q: 3 clusters Score -1926833 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1927344.000000 Penalty: 4699.490234
	Iteration 8F: 3 clusters Score -1927344 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1927805.875000 Penalty: 4699.490234
	Iteration 9Q: 3 clusters Score -1927806 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1928122.375000 Penalty: 4699.490234
	Iteration 10Q: 3 clusters Score -1928122 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1928345.375000 Penalty: 4699.490234
	Iteration 11Q: 3 clusters Score -1928345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1928514.625000 Penalty: 4699.490234
	Iteration 12Q: 3 clusters Score -1928515 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1928626.000000 Penalty: 4699.490234
	Iteration 13Q: 3 clusters Score -1928626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1928699.875000 Penalty: 4699.490234
	Iteration 14Q: 3 clusters Score -1928700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1928746.500000 Penalty: 4699.490234
	Iteration 15Q: 3 clusters Score -1928746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1928784.500000 Penalty: 4699.490234
	Iteration 16Q: 3 clusters Score -1928784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1928825.875000 Penalty: 4699.490234
	Iteration 17Q: 3 clusters Score -1928826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1928855.000000 Penalty: 4699.490234
	Iteration 18Q: 3 clusters Score -1928855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1928892.000000 Penalty: 4699.490234
	Iteration 19Q: 3 clusters Score -1928892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1928904.375000 Penalty: 4699.490234
	Iteration 20F: 3 clusters Score -1928904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1928910.750000 Penalty: 4699.490234
	Iteration 21Q: 3 clusters Score -1928911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1928923.750000 Penalty: 4699.490234
	Iteration 22Q: 3 clusters Score -1928924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1928924.250000 Penalty: 4699.490234
	Iteration 23Q: 3 clusters Score -1928924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1928925.875000 Penalty: 4699.490234
	Iteration 24Q: 3 clusters Score -1928926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1928927.000000 Penalty: 4699.490234
	Iteration 25Q: 3 clusters Score -1928927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1928929.000000 Penalty: 4699.490234
	Iteration 26Q: 3 clusters Score -1928929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1928928.250000 Penalty: 4699.490234
	Iteration 27Q: 3 clusters Score -1928928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1928928.250000 Penalty: 4699.490234
	Iteration 28Q: 3 clusters Score -1928928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1928932.000000 Penalty: 4699.490234
	Iteration 29Q: 3 clusters Score -1928932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1928932.625000 Penalty: 4699.490234
	Iteration 30Q: 3 clusters Score -1928933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1928934.750000 Penalty: 4699.490234
	Iteration 31Q: 3 clusters Score -1928935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1928934.750000 Penalty: 4699.490234
	Iteration 32F: 3 clusters Score -1928935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -875729.875000 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -875729.9 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 2974 members 
Entering Unmasked Estep 
Score: -870588.187500 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -870588.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -871984.750000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -871984.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -872239.125000 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -872239.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -872447.125000 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -872447.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -872644.562500 Penalty: 4317.515137
	Iteration 4Q: 3 clusters Score -872644.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -872839.562500 Penalty: 4317.515137
	Iteration 5Q: 3 clusters Score -872839.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -873033.687500 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -873033.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -873201.687500 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -873201.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -873346.875000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -873346.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -873495.750000 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -873495.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -873641.250000 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -873641.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -873745.937500 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -873745.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -873816.000000 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -873816 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -873856.750000 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -873856.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -873898.437500 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -873898.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -873926.375000 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -873926.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -873950.375000 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -873950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -873961.187500 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -873961.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -873973.437500 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -873973.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -873980.687500 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -873980.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -873984.125000 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -873984.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -873987.625000 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -873987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -873990.625000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -873990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -873991.062500 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -873991.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -873991.562500 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -873991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -873993.000000 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -873993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -873993.437500 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -873993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -873993.875000 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -873993.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -873994.812500 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -873994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -873996.500000 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -873996.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -873996.500000 Penalty: 4317.515137
	Iteration 30F: 3 clusters Score -873996.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Entering Unmasked Estep 
Score: -1474511.875000 Penalty: 2280.063477
	Iteration 0F: 2 clusters Score -1474512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1466999.500000 Penalty: 4560.126953
	Iteration 0F: 3 clusters Score -1467000 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1469239.250000 Penalty: 4560.126953
	Iteration 1F: 3 clusters Score -1469239 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1469561.750000 Penalty: 4560.126953
	Iteration 2F: 3 clusters Score -1469562 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1469834.875000 Penalty: 4560.126953
	Iteration 3F: 3 clusters Score -1469835 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1470126.375000 Penalty: 4560.126953
	Iteration 4F: 3 clusters Score -1470126 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1470471.750000 Penalty: 4560.126953
	Iteration 5F: 3 clusters Score -1470472 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1470885.750000 Penalty: 4560.126953
	Iteration 6F: 3 clusters Score -1470886 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1471323.750000 Penalty: 4560.126953
	Iteration 7F: 3 clusters Score -1471324 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1471722.625000 Penalty: 4560.126953
	Iteration 8F: 3 clusters Score -1471723 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1471985.375000 Penalty: 4560.126953
	Iteration 9Q: 3 clusters Score -1471985 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1472132.500000 Penalty: 4560.126953
	Iteration 10Q: 3 clusters Score -1472132 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1472210.000000 Penalty: 4560.126953
	Iteration 11Q: 3 clusters Score -1472210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1472259.375000 Penalty: 4560.126953
	Iteration 12Q: 3 clusters Score -1472259 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1472297.375000 Penalty: 4560.126953
	Iteration 13Q: 3 clusters Score -1472297 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1472321.250000 Penalty: 4560.126953
	Iteration 14Q: 3 clusters Score -1472321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1472337.625000 Penalty: 4560.126953
	Iteration 15Q: 3 clusters Score -1472338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1472351.500000 Penalty: 4560.126953
	Iteration 16Q: 3 clusters Score -1472352 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1472355.625000 Penalty: 4560.126953
	Iteration 17Q: 3 clusters Score -1472356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1472362.125000 Penalty: 4560.126953
	Iteration 18Q: 3 clusters Score -1472362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1472367.250000 Penalty: 4560.126953
	Iteration 19Q: 3 clusters Score -1472367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1472374.625000 Penalty: 4560.126953
	Iteration 20F: 3 clusters Score -1472375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1472379.500000 Penalty: 4560.126953
	Iteration 21Q: 3 clusters Score -1472380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1472375.125000 Penalty: 4560.126953
	Iteration 22Q: 3 clusters Score -1472375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1472377.750000 Penalty: 4560.126953
	Iteration 23Q: 3 clusters Score -1472378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1472376.625000 Penalty: 4560.126953
	Iteration 24Q: 3 clusters Score -1472377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1472376.250000 Penalty: 4560.126953
	Iteration 25Q: 3 clusters Score -1472376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1472377.000000 Penalty: 4560.126953
	Iteration 26Q: 3 clusters Score -1472377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1472379.375000 Penalty: 4560.126953
	Iteration 27Q: 3 clusters Score -1472379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1472382.375000 Penalty: 4560.126953
	Iteration 28Q: 3 clusters Score -1472382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1472380.000000 Penalty: 4560.126953
	Iteration 29Q: 3 clusters Score -1472380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1472380.625000 Penalty: 4560.126953
	Iteration 30Q: 3 clusters Score -1472381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1472381.625000 Penalty: 4560.126953
	Iteration 31Q: 3 clusters Score -1472382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1472384.375000 Penalty: 4560.126953
	Iteration 32Q: 3 clusters Score -1472384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1472384.000000 Penalty: 4560.126953
	Iteration 33Q: 3 clusters Score -1472384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1472388.875000 Penalty: 4560.126953
	Iteration 34Q: 3 clusters Score -1472389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1472387.625000 Penalty: 4560.126953
	Iteration 35Q: 3 clusters Score -1472388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1472391.625000 Penalty: 4560.126953
	Iteration 36Q: 3 clusters Score -1472392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1472392.250000 Penalty: 4560.126953
	Iteration 37Q: 3 clusters Score -1472392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1472390.500000 Penalty: 4560.126953
	Iteration 38Q: 3 clusters Score -1472390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1472392.250000 Penalty: 4560.126953
	Iteration 39Q: 3 clusters Score -1472392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1472392.625000 Penalty: 4560.126953
	Iteration 40F: 3 clusters Score -1472393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1472391.375000 Penalty: 4560.126953
	Iteration 41Q: 3 clusters Score -1472391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1472391.625000 Penalty: 4560.126953
	Iteration 42Q: 3 clusters Score -1472392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1472391.625000 Penalty: 4560.126953
	Iteration 43F: 3 clusters Score -1472392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -105469.460938 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -105469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103756.187500 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -103756.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104416.335938 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -104416.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104664.734375 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -104664.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104844.375000 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -104844.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104942.789062 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -104942.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -104974.898438 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -104974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -104993.867188 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -104993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105003.546875 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -105003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105005.164062 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -105005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105005.164062 Penalty: 3378.923096
	Iteration 9F: 3 clusters Score -105005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Entering Unmasked Estep 
Score: -1030470.875000 Penalty: 2222.704834
	Iteration 0F: 2 clusters Score -1030471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1024238.625000 Penalty: 4445.409668
	Iteration 0F: 3 clusters Score -1024239 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1026170.687500 Penalty: 4445.409668
	Iteration 1F: 3 clusters Score -1026171 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1026593.500000 Penalty: 4445.409668
	Iteration 2F: 3 clusters Score -1026594 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1026943.937500 Penalty: 4445.409668
	Iteration 3F: 3 clusters Score -1026944 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1027241.500000 Penalty: 4445.409668
	Iteration 4F: 3 clusters Score -1027242 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1027484.375000 Penalty: 4445.409668
	Iteration 5F: 3 clusters Score -1027484 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1027664.125000 Penalty: 4445.409668
	Iteration 6Q: 3 clusters Score -1027664 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1027792.750000 Penalty: 4445.409668
	Iteration 7Q: 3 clusters Score -1027793 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1027891.125000 Penalty: 4445.409668
	Iteration 8Q: 3 clusters Score -1027891 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1027959.437500 Penalty: 4445.409668
	Iteration 9Q: 3 clusters Score -1027959 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1028029.812500 Penalty: 4445.409668
	Iteration 10Q: 3 clusters Score -1028030 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1028098.312500 Penalty: 4445.409668
	Iteration 11Q: 3 clusters Score -1028098 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1028156.500000 Penalty: 4445.409668
	Iteration 12Q: 3 clusters Score -1028156 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1028204.312500 Penalty: 4445.409668
	Iteration 13Q: 3 clusters Score -1028204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1028242.687500 Penalty: 4445.409668
	Iteration 14Q: 3 clusters Score -1028243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1028275.375000 Penalty: 4445.409668
	Iteration 15Q: 3 clusters Score -1028275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1028310.875000 Penalty: 4445.409668
	Iteration 16Q: 3 clusters Score -1028311 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1028350.375000 Penalty: 4445.409668
	Iteration 17Q: 3 clusters Score -1028350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1028383.375000 Penalty: 4445.409668
	Iteration 18Q: 3 clusters Score -1028383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1028411.187500 Penalty: 4445.409668
	Iteration 19Q: 3 clusters Score -1028411 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1028435.687500 Penalty: 4445.409668
	Iteration 20F: 3 clusters Score -1028436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1028451.625000 Penalty: 4445.409668
	Iteration 21Q: 3 clusters Score -1028452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1028474.750000 Penalty: 4445.409668
	Iteration 22Q: 3 clusters Score -1028475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1028491.187500 Penalty: 4445.409668
	Iteration 23Q: 3 clusters Score -1028491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1028513.062500 Penalty: 4445.409668
	Iteration 24Q: 3 clusters Score -1028513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1028524.750000 Penalty: 4445.409668
	Iteration 25Q: 3 clusters Score -1028525 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1028542.500000 Penalty: 4445.409668
	Iteration 26Q: 3 clusters Score -1028542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1028559.187500 Penalty: 4445.409668
	Iteration 27Q: 3 clusters Score -1028559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1028570.562500 Penalty: 4445.409668
	Iteration 28Q: 3 clusters Score -1028571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1028576.937500 Penalty: 4445.409668
	Iteration 29Q: 3 clusters Score -1028577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1028584.562500 Penalty: 4445.409668
	Iteration 30Q: 3 clusters Score -1028585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1028590.187500 Penalty: 4445.409668
	Iteration 31Q: 3 clusters Score -1028590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1028596.187500 Penalty: 4445.409668
	Iteration 32Q: 3 clusters Score -1028596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1028608.625000 Penalty: 4445.409668
	Iteration 33Q: 3 clusters Score -1028609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1028617.812500 Penalty: 4445.409668
	Iteration 34Q: 3 clusters Score -1028618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1028627.375000 Penalty: 4445.409668
	Iteration 35Q: 3 clusters Score -1028627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1028639.000000 Penalty: 4445.409668
	Iteration 36Q: 3 clusters Score -1028639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1028649.250000 Penalty: 4445.409668
	Iteration 37Q: 3 clusters Score -1028649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1028658.062500 Penalty: 4445.409668
	Iteration 38Q: 3 clusters Score -1028658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1028668.687500 Penalty: 4445.409668
	Iteration 39Q: 3 clusters Score -1028669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1028684.000000 Penalty: 4445.409668
	Iteration 40F: 3 clusters Score -1028684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1028698.750000 Penalty: 4445.409668
	Iteration 41Q: 3 clusters Score -1028699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1028707.375000 Penalty: 4445.409668
	Iteration 42Q: 3 clusters Score -1028707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1028712.750000 Penalty: 4445.409668
	Iteration 43Q: 3 clusters Score -1028713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1028717.250000 Penalty: 4445.409668
	Iteration 44Q: 3 clusters Score -1028717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1028721.937500 Penalty: 4445.409668
	Iteration 45Q: 3 clusters Score -1028722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1028730.187500 Penalty: 4445.409668
	Iteration 46Q: 3 clusters Score -1028730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1028733.375000 Penalty: 4445.409668
	Iteration 47Q: 3 clusters Score -1028733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1028740.625000 Penalty: 4445.409668
	Iteration 48Q: 3 clusters Score -1028741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1028745.687500 Penalty: 4445.409668
	Iteration 49Q: 3 clusters Score -1028746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1028753.312500 Penalty: 4445.409668
	Iteration 50Q: 3 clusters Score -1028753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1028759.062500 Penalty: 4445.409668
	Iteration 51Q: 3 clusters Score -1028759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1028764.312500 Penalty: 4445.409668
	Iteration 52Q: 3 clusters Score -1028764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1028771.250000 Penalty: 4445.409668
	Iteration 53Q: 3 clusters Score -1028771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1028779.062500 Penalty: 4445.409668
	Iteration 54Q: 3 clusters Score -1028779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1028786.250000 Penalty: 4445.409668
	Iteration 55Q: 3 clusters Score -1028786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1028794.062500 Penalty: 4445.409668
	Iteration 56Q: 3 clusters Score -1028794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1028797.875000 Penalty: 4445.409668
	Iteration 57Q: 3 clusters Score -1028798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1028803.562500 Penalty: 4445.409668
	Iteration 58Q: 3 clusters Score -1028804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1028808.000000 Penalty: 4445.409668
	Iteration 59Q: 3 clusters Score -1028808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1028810.625000 Penalty: 4445.409668
	Iteration 60F: 3 clusters Score -1028811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1028817.937500 Penalty: 4445.409668
	Iteration 61Q: 3 clusters Score -1028818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1028820.562500 Penalty: 4445.409668
	Iteration 62Q: 3 clusters Score -1028821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1028827.250000 Penalty: 4445.409668
	Iteration 63Q: 3 clusters Score -1028827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1028838.812500 Penalty: 4445.409668
	Iteration 64Q: 3 clusters Score -1028839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1028844.500000 Penalty: 4445.409668
	Iteration 65Q: 3 clusters Score -1028844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1028851.125000 Penalty: 4445.409668
	Iteration 66Q: 3 clusters Score -1028851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1028857.812500 Penalty: 4445.409668
	Iteration 67Q: 3 clusters Score -1028858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1028864.437500 Penalty: 4445.409668
	Iteration 68Q: 3 clusters Score -1028864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1028871.250000 Penalty: 4445.409668
	Iteration 69Q: 3 clusters Score -1028871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1028877.937500 Penalty: 4445.409668
	Iteration 70Q: 3 clusters Score -1028878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1028886.562500 Penalty: 4445.409668
	Iteration 71Q: 3 clusters Score -1028887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1028891.437500 Penalty: 4445.409668
	Iteration 72Q: 3 clusters Score -1028891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1028893.812500 Penalty: 4445.409668
	Iteration 73Q: 3 clusters Score -1028894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1028894.312500 Penalty: 4445.409668
	Iteration 74Q: 3 clusters Score -1028894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1028897.437500 Penalty: 4445.409668
	Iteration 75Q: 3 clusters Score -1028897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1028901.000000 Penalty: 4445.409668
	Iteration 76Q: 3 clusters Score -1028901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1028903.875000 Penalty: 4445.409668
	Iteration 77Q: 3 clusters Score -1028904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1028907.312500 Penalty: 4445.409668
	Iteration 78Q: 3 clusters Score -1028907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1028906.875000 Penalty: 4445.409668
	Iteration 79Q: 3 clusters Score -1028907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1028912.000000 Penalty: 4445.409668
	Iteration 80F: 3 clusters Score -1028912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1028918.000000 Penalty: 4445.409668
	Iteration 81Q: 3 clusters Score -1028918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1028920.125000 Penalty: 4445.409668
	Iteration 82Q: 3 clusters Score -1028920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1028927.437500 Penalty: 4445.409668
	Iteration 83Q: 3 clusters Score -1028927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1028932.812500 Penalty: 4445.409668
	Iteration 84Q: 3 clusters Score -1028933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1028935.187500 Penalty: 4445.409668
	Iteration 85Q: 3 clusters Score -1028935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1028937.812500 Penalty: 4445.409668
	Iteration 86Q: 3 clusters Score -1028938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1028941.437500 Penalty: 4445.409668
	Iteration 87Q: 3 clusters Score -1028941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1028941.500000 Penalty: 4445.409668
	Iteration 88Q: 3 clusters Score -1028942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1028942.750000 Penalty: 4445.409668
	Iteration 89Q: 3 clusters Score -1028943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1028945.562500 Penalty: 4445.409668
	Iteration 90Q: 3 clusters Score -1028946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1028950.000000 Penalty: 4445.409668
	Iteration 91Q: 3 clusters Score -1028950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1028953.062500 Penalty: 4445.409668
	Iteration 92Q: 3 clusters Score -1028953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1028955.375000 Penalty: 4445.409668
	Iteration 93Q: 3 clusters Score -1028955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1028957.000000 Penalty: 4445.409668
	Iteration 94Q: 3 clusters Score -1028957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1028961.125000 Penalty: 4445.409668
	Iteration 95Q: 3 clusters Score -1028961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1028962.687500 Penalty: 4445.409668
	Iteration 96Q: 3 clusters Score -1028963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1028963.812500 Penalty: 4445.409668
	Iteration 97Q: 3 clusters Score -1028964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1028962.250000 Penalty: 4445.409668
	Iteration 98Q: 3 clusters Score -1028962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1028963.937500 Penalty: 4445.409668
	Iteration 99Q: 3 clusters Score -1028964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1028964.312500 Penalty: 4445.409668
	Iteration 100F: 3 clusters Score -1028964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1028964.687500 Penalty: 4445.409668
	Iteration 101Q: 3 clusters Score -1028965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1028965.062500 Penalty: 4445.409668
	Iteration 102Q: 3 clusters Score -1028965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1028965.062500 Penalty: 4445.409668
	Iteration 103F: 3 clusters Score -1028965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86726.734375 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86726.73 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86912.382812 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86912.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86980.523438 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -86980.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87011.046875 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -87011.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87023.984375 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87023.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87026.828125 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87026.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -87031.804688 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87036.828125 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -87036.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -87042.601562 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -87042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -87043.890625 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -87043.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87045.523438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -87045.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -87045.523438 Penalty: 3207.207764
	Iteration 11F: 3 clusters Score -87045.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Entering Unmasked Estep 
Score: -1344759.875000 Penalty: 2279.230225
	Iteration 0F: 2 clusters Score -1344760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1337218.375000 Penalty: 4558.460449
	Iteration 0F: 3 clusters Score -1337218 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1339545.000000 Penalty: 4558.460449
	Iteration 1F: 3 clusters Score -1339545 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1340186.250000 Penalty: 4558.460449
	Iteration 2F: 3 clusters Score -1340186 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1340758.875000 Penalty: 4558.460449
	Iteration 3F: 3 clusters Score -1340759 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1341289.000000 Penalty: 4558.460449
	Iteration 4F: 3 clusters Score -1341289 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1341715.750000 Penalty: 4558.460449
	Iteration 5F: 3 clusters Score -1341716 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1342069.625000 Penalty: 4558.460449
	Iteration 6F: 3 clusters Score -1342070 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1342327.625000 Penalty: 4558.460449
	Iteration 7Q: 3 clusters Score -1342328 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1342565.125000 Penalty: 4558.460449
	Iteration 8Q: 3 clusters Score -1342565 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1342726.125000 Penalty: 4558.460449
	Iteration 9Q: 3 clusters Score -1342726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1342848.000000 Penalty: 4558.460449
	Iteration 10Q: 3 clusters Score -1342848 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1342949.750000 Penalty: 4558.460449
	Iteration 11Q: 3 clusters Score -1342950 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1343046.000000 Penalty: 4558.460449
	Iteration 12Q: 3 clusters Score -1343046 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1343125.125000 Penalty: 4558.460449
	Iteration 13Q: 3 clusters Score -1343125 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1343190.375000 Penalty: 4558.460449
	Iteration 14Q: 3 clusters Score -1343190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1343255.000000 Penalty: 4558.460449
	Iteration 15Q: 3 clusters Score -1343255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1343331.125000 Penalty: 4558.460449
	Iteration 16Q: 3 clusters Score -1343331 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1343400.250000 Penalty: 4558.460449
	Iteration 17Q: 3 clusters Score -1343400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1343469.000000 Penalty: 4558.460449
	Iteration 18Q: 3 clusters Score -1343469 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1343530.875000 Penalty: 4558.460449
	Iteration 19Q: 3 clusters Score -1343531 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1343585.250000 Penalty: 4558.460449
	Iteration 20F: 3 clusters Score -1343585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1343641.625000 Penalty: 4558.460449
	Iteration 21Q: 3 clusters Score -1343642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1343703.625000 Penalty: 4558.460449
	Iteration 22Q: 3 clusters Score -1343704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1343755.250000 Penalty: 4558.460449
	Iteration 23Q: 3 clusters Score -1343755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1343813.250000 Penalty: 4558.460449
	Iteration 24Q: 3 clusters Score -1343813 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1343890.500000 Penalty: 4558.460449
	Iteration 25Q: 3 clusters Score -1343890 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1343972.125000 Penalty: 4558.460449
	Iteration 26Q: 3 clusters Score -1343972 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1344045.000000 Penalty: 4558.460449
	Iteration 27Q: 3 clusters Score -1344045 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1344117.375000 Penalty: 4558.460449
	Iteration 28Q: 3 clusters Score -1344117 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1344163.375000 Penalty: 4558.460449
	Iteration 29Q: 3 clusters Score -1344163 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1344203.750000 Penalty: 4558.460449
	Iteration 30Q: 3 clusters Score -1344204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1344233.500000 Penalty: 4558.460449
	Iteration 31Q: 3 clusters Score -1344234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1344274.125000 Penalty: 4558.460449
	Iteration 32Q: 3 clusters Score -1344274 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1344293.125000 Penalty: 4558.460449
	Iteration 33Q: 3 clusters Score -1344293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1344304.125000 Penalty: 4558.460449
	Iteration 34Q: 3 clusters Score -1344304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1344314.875000 Penalty: 4558.460449
	Iteration 35Q: 3 clusters Score -1344315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1344323.500000 Penalty: 4558.460449
	Iteration 36Q: 3 clusters Score -1344324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1344327.500000 Penalty: 4558.460449
	Iteration 37Q: 3 clusters Score -1344328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1344328.250000 Penalty: 4558.460449
	Iteration 38Q: 3 clusters Score -1344328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1344326.750000 Penalty: 4558.460449
	Iteration 39Q: 3 clusters Score -1344327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1344329.875000 Penalty: 4558.460449
	Iteration 40F: 3 clusters Score -1344330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1344329.000000 Penalty: 4558.460449
	Iteration 41Q: 3 clusters Score -1344329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1344334.125000 Penalty: 4558.460449
	Iteration 42Q: 3 clusters Score -1344334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1344332.375000 Penalty: 4558.460449
	Iteration 43Q: 3 clusters Score -1344332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1344333.375000 Penalty: 4558.460449
	Iteration 44Q: 3 clusters Score -1344333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1344334.500000 Penalty: 4558.460449
	Iteration 45Q: 3 clusters Score -1344334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1344334.500000 Penalty: 4558.460449
	Iteration 46F: 3 clusters Score -1344334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -168168.812500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -168168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166074.171875 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -166074.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166393.781250 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -166393.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -166510.156250 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -166510.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166590.656250 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -166590.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -166683.609375 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -166683.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166757.609375 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -166757.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166831.750000 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -166831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166878.046875 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -166878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166910.546875 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -166910.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166951.984375 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -166952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166980.125000 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -166980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167000.781250 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -167000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -167011.437500 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -167011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -167020.484375 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -167020.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -167027.093750 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -167027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -167035.421875 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -167035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -167041.265625 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -167041.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -167055.765625 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -167055.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -167066.312500 Penalty: 3517.916504
	Iteration 18Q: 3 clusters Score -167066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -167070.562500 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -167070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -167072.203125 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -167072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -167078.031250 Penalty: 3517.916504
	Iteration 21Q: 3 clusters Score -167078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -167078.296875 Penalty: 3517.916504
	Iteration 22Q: 3 clusters Score -167078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167079.718750 Penalty: 3517.916504
	Iteration 23Q: 3 clusters Score -167079.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -167079.718750 Penalty: 3517.916504
	Iteration 24F: 3 clusters Score -167079.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Entering Unmasked Estep 
Score: -5530729.500000 Penalty: 2607.946533
	Iteration 0F: 2 clusters Score -5530730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5505699.000000 Penalty: 5215.893066
	Iteration 0F: 3 clusters Score -5505699 nChanged 16721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5515135.500000 Penalty: 5215.893066
	Iteration 1F: 3 clusters Score -5515136 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -5515826.000000 Penalty: 5215.893066
	Iteration 2Q: 3 clusters Score -5515826 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5516617.000000 Penalty: 5215.893066
	Iteration 3F: 3 clusters Score -5516617 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5517519.000000 Penalty: 5215.893066
	Iteration 4F: 3 clusters Score -5517519 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5518548.500000 Penalty: 5215.893066
	Iteration 5F: 3 clusters Score -5518548 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5519733.000000 Penalty: 5215.893066
	Iteration 6F: 3 clusters Score -5519733 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5521105.000000 Penalty: 5215.893066
	Iteration 7F: 3 clusters Score -5521105 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5522590.000000 Penalty: 5215.893066
	Iteration 8F: 3 clusters Score -5522590 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5523967.000000 Penalty: 5215.893066
	Iteration 9Q: 3 clusters Score -5523967 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5525108.500000 Penalty: 5215.893066
	Iteration 10Q: 3 clusters Score -5525108 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5525961.000000 Penalty: 5215.893066
	Iteration 11Q: 3 clusters Score -5525961 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -5526610.000000 Penalty: 5215.893066
	Iteration 12Q: 3 clusters Score -5526610 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5527133.500000 Penalty: 5215.893066
	Iteration 13Q: 3 clusters Score -5527134 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5527499.000000 Penalty: 5215.893066
	Iteration 14Q: 3 clusters Score -5527499 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5527763.500000 Penalty: 5215.893066
	Iteration 15Q: 3 clusters Score -5527764 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5527940.000000 Penalty: 5215.893066
	Iteration 16Q: 3 clusters Score -5527940 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5528091.000000 Penalty: 5215.893066
	Iteration 17Q: 3 clusters Score -5528091 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5528189.500000 Penalty: 5215.893066
	Iteration 18Q: 3 clusters Score -5528190 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5528252.500000 Penalty: 5215.893066
	Iteration 19Q: 3 clusters Score -5528252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5528301.500000 Penalty: 5215.893066
	Iteration 20F: 3 clusters Score -5528302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5528339.000000 Penalty: 5215.893066
	Iteration 21Q: 3 clusters Score -5528339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5528361.500000 Penalty: 5215.893066
	Iteration 22Q: 3 clusters Score -5528362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5528369.500000 Penalty: 5215.893066
	Iteration 23Q: 3 clusters Score -5528370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5528389.000000 Penalty: 5215.893066
	Iteration 24Q: 3 clusters Score -5528389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5528406.500000 Penalty: 5215.893066
	Iteration 25Q: 3 clusters Score -5528406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5528407.500000 Penalty: 5215.893066
	Iteration 26Q: 3 clusters Score -5528408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5528412.500000 Penalty: 5215.893066
	Iteration 27Q: 3 clusters Score -5528412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5528412.500000 Penalty: 5215.893066
	Iteration 28Q: 3 clusters Score -5528412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5528412.500000 Penalty: 5215.893066
	Iteration 29Q: 3 clusters Score -5528412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5528413.000000 Penalty: 5215.893066
	Iteration 30Q: 3 clusters Score -5528413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5528424.500000 Penalty: 5215.893066
	Iteration 31Q: 3 clusters Score -5528424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5528433.500000 Penalty: 5215.893066
	Iteration 32Q: 3 clusters Score -5528434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5528430.500000 Penalty: 5215.893066
	Iteration 33Q: 3 clusters Score -5528430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5528432.500000 Penalty: 5215.893066
	Iteration 34Q: 3 clusters Score -5528432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5528434.000000 Penalty: 5215.893066
	Iteration 35Q: 3 clusters Score -5528434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5528439.000000 Penalty: 5215.893066
	Iteration 36Q: 3 clusters Score -5528439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5528439.000000 Penalty: 5215.893066
	Iteration 37F: 3 clusters Score -5528439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111202.484375 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111202.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -111554.453125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111554.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111698.265625 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111698.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -111785.117188 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111785.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111846.867188 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111846.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -111905.664062 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111905.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -111935.796875 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -111959.468750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -111959.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -111976.750000 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -111976.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112000.218750 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112000.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112044.234375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112111.531250 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112111.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112145.820312 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112177.375000 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112177.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112204.976562 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112233.812500 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112233.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112252.062500 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112252.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112262.078125 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -112272.937500 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -112283.046875 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112295.062500 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112297.648438 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -112297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112302.484375 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -112302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112304.609375 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -112304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112306.953125 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -112307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -112309.015625 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -112309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112310.703125 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -112310.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112318.648438 Penalty: 3333.229248
	Iteration 27Q: 3 clusters Score -112318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -112325.046875 Penalty: 3333.229248
	Iteration 28Q: 3 clusters Score -112325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112339.570312 Penalty: 3333.229248
	Iteration 29Q: 3 clusters Score -112339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112349.625000 Penalty: 3333.229248
	Iteration 30Q: 3 clusters Score -112349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112370.343750 Penalty: 3333.229248
	Iteration 31Q: 3 clusters Score -112370.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112398.171875 Penalty: 3333.229248
	Iteration 32Q: 3 clusters Score -112398.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112424.132812 Penalty: 3333.229248
	Iteration 33Q: 3 clusters Score -112424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112443.742188 Penalty: 3333.229248
	Iteration 34Q: 3 clusters Score -112443.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112464.265625 Penalty: 3333.229248
	Iteration 35Q: 3 clusters Score -112464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112482.664062 Penalty: 3333.229248
	Iteration 36Q: 3 clusters Score -112482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112494.750000 Penalty: 3333.229248
	Iteration 37Q: 3 clusters Score -112494.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112539.375000 Penalty: 3333.229248
	Iteration 38Q: 3 clusters Score -112539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112561.210938 Penalty: 3333.229248
	Iteration 39Q: 3 clusters Score -112561.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112568.703125 Penalty: 3333.229248
	Iteration 40F: 3 clusters Score -112568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112571.273438 Penalty: 3333.229248
	Iteration 41Q: 3 clusters Score -112571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112573.632812 Penalty: 3333.229248
	Iteration 42Q: 3 clusters Score -112573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112573.632812 Penalty: 3333.229248
	Iteration 43F: 3 clusters Score -112573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -1368987.750000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -1368988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1361707.000000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -1361707 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1363743.000000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -1363743 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1364090.750000 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -1364091 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1364330.250000 Penalty: 4528.156250
	Iteration 3F: 3 clusters Score -1364330 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1364508.000000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -1364508 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1364665.875000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -1364666 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1364793.750000 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -1364794 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1364915.625000 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -1364916 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1365029.375000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -1365029 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1365126.875000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -1365127 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1365208.250000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -1365208 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1365276.250000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -1365276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1365350.750000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -1365351 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1365423.000000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -1365423 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1365488.750000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -1365489 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1365550.000000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -1365550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1365590.500000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -1365590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1365628.500000 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -1365628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1365658.000000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -1365658 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1365689.375000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -1365689 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1365717.750000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -1365718 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1365747.500000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -1365748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1365771.125000 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -1365771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1365792.875000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -1365793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1365814.750000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -1365815 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1365846.625000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -1365847 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1365886.250000 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -1365886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1365916.250000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -1365916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1365952.250000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -1365952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1366006.000000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -1366006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1366047.875000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -1366048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1366096.750000 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -1366097 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1366153.250000 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -1366153 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1366227.500000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -1366228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1366316.500000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -1366316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1366399.375000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -1366399 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1366469.000000 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -1366469 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1366537.875000 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -1366538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1366592.875000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -1366593 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1366649.500000 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -1366650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1366703.125000 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -1366703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1366743.625000 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -1366744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1366783.250000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -1366783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1366822.875000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -1366823 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1366858.750000 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -1366859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1366890.125000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -1366890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1366908.625000 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -1366909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1366923.000000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -1366923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1366937.000000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -1366937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1366954.250000 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -1366954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1366976.375000 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -1366976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1366996.000000 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -1366996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1367006.125000 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -1367006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1367009.875000 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -1367010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1367017.125000 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -1367017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1367023.875000 Penalty: 4528.156250
	Iteration 55Q: 3 clusters Score -1367024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1367029.500000 Penalty: 4528.156250
	Iteration 56Q: 3 clusters Score -1367030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1367032.250000 Penalty: 4528.156250
	Iteration 57Q: 3 clusters Score -1367032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1367040.125000 Penalty: 4528.156250
	Iteration 58Q: 3 clusters Score -1367040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1367041.750000 Penalty: 4528.156250
	Iteration 59Q: 3 clusters Score -1367042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1367045.625000 Penalty: 4528.156250
	Iteration 60F: 3 clusters Score -1367046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1367049.000000 Penalty: 4528.156250
	Iteration 61Q: 3 clusters Score -1367049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1367048.000000 Penalty: 4528.156250
	Iteration 62Q: 3 clusters Score -1367048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1367047.750000 Penalty: 4528.156250
	Iteration 63Q: 3 clusters Score -1367048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1367048.000000 Penalty: 4528.156250
	Iteration 64Q: 3 clusters Score -1367048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1367047.625000 Penalty: 4528.156250
	Iteration 65Q: 3 clusters Score -1367048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1367049.125000 Penalty: 4528.156250
	Iteration 66Q: 3 clusters Score -1367049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1367050.375000 Penalty: 4528.156250
	Iteration 67Q: 3 clusters Score -1367050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1367052.125000 Penalty: 4528.156250
	Iteration 68Q: 3 clusters Score -1367052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1367056.375000 Penalty: 4528.156250
	Iteration 69Q: 3 clusters Score -1367056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1367058.375000 Penalty: 4528.156250
	Iteration 70Q: 3 clusters Score -1367058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1367060.625000 Penalty: 4528.156250
	Iteration 71Q: 3 clusters Score -1367061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1367060.625000 Penalty: 4528.156250
	Iteration 72Q: 3 clusters Score -1367061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1367061.625000 Penalty: 4528.156250
	Iteration 73Q: 3 clusters Score -1367062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1367064.000000 Penalty: 4528.156250
	Iteration 74Q: 3 clusters Score -1367064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1367064.000000 Penalty: 4528.156250
	Iteration 75F: 3 clusters Score -1367064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11509 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 399Q: 48 clusters Score -1.15063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101618 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68388 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11510 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 400F: 48 clusters Score -1.15063e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101619 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68388 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11511 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062952.000000 Penalty: 158475.468750
Iteration 401Q: 48 clusters Score -1.15063e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68388 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30113 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11513 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 158475.468750
Iteration 402Q: 48 clusters Score -1.150629e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101621 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68388 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11517 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062896.000000 Penalty: 158475.468750
Iteration 403Q: 48 clusters Score -1.150629e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68387 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3175 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11520 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9804 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062896.000000 Penalty: 158475.468750
Iteration 404Q: 48 clusters Score -1.150629e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68386 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3174 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11521 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062888.000000 Penalty: 158475.468750
Iteration 405Q: 48 clusters Score -1.150629e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68386 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13340 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15877 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3173 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11523 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9802 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062912.000000 Penalty: 158475.468750
Iteration 406Q: 48 clusters Score -1.150629e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68384 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13339 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14435 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11524 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9801 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 158475.468750
Iteration 407Q: 48 clusters Score -1.150629e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68378 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13338 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23195 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30112 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11525 members 
Mstep: Class 34 contains 18421 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062920.000000 Penalty: 158475.468750
Iteration 408Q: 48 clusters Score -1.150629e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101620 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68372 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23197 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30111 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11525 members 
Mstep: Class 34 contains 18419 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36900 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 158475.468750
Iteration 409Q: 48 clusters Score -1.150628e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101616 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68368 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13336 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23204 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31024 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 158475.468750
Iteration 410Q: 48 clusters Score -1.150629e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68373 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13335 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95555 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15886 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062984.000000 Penalty: 158475.468750
Iteration 411Q: 48 clusters Score -1.15063e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101611 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68372 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13335 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95555 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11527 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063016.000000 Penalty: 158475.468750
Iteration 412Q: 48 clusters Score -1.15063e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68371 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13332 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95554 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23218 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11528 members 
Mstep: Class 34 contains 18418 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9836 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062976.000000 Penalty: 158475.468750
Iteration 413Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101614 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68371 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95553 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15885 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23222 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11528 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062984.000000 Penalty: 158475.468750
Iteration 414Q: 48 clusters Score -1.15063e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101614 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68369 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95553 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23226 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18416 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36901 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062984.000000 Penalty: 158475.468750
Iteration 415Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101612 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68367 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95552 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15883 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23232 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18415 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9800 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36902 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062976.000000 Penalty: 158475.468750
Iteration 416Q: 48 clusters Score -1.15063e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68366 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95550 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9801 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36903 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062968.000000 Penalty: 158475.468750
Iteration 417Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68364 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95548 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23238 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30110 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9802 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36904 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062960.000000 Penalty: 158475.468750
Iteration 418Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101613 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68361 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95546 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23243 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9802 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36905 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062992.000000 Penalty: 158475.468750
Iteration 419Q: 48 clusters Score -1.15063e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68349 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95547 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9802 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063016.000000 Penalty: 158475.468750
Iteration 420F: 48 clusters Score -1.15063e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68343 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21788 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95544 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15881 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79705 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23259 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11530 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9803 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063072.000000 Penalty: 158475.468750
Iteration 421Q: 48 clusters Score -1.150631e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101617 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68335 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95544 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23265 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11531 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9805 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063032.000000 Penalty: 158475.468750
Iteration 422Q: 48 clusters Score -1.15063e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101622 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68323 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95545 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15879 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79704 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23270 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30109 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31020 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11533 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063016.000000 Penalty: 158475.468750
Iteration 423Q: 48 clusters Score -1.15063e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101627 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68311 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 95542 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79707 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23280 members 
Mstep: Class 22 contains 11883 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30108 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31021 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11534 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36905 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063024.000000 Penalty: 158475.468750
Iteration 424Q: 48 clusters Score -1.15063e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 101632 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68298 members 
Mstep: Class 5 contains 61204 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13330 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95540 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79708 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23284 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31023 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11534 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063048.000000 Penalty: 158475.468750
Iteration 425Q: 48 clusters Score -1.15063e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 101636 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68290 members 
Mstep: Class 5 contains 61205 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95538 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79708 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 11884 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31022 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11539 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063120.000000 Penalty: 158475.468750
Iteration 426Q: 48 clusters Score -1.150631e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101636 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68284 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23290 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 3171 members 
Mstep: Class 28 contains 31019 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11543 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063136.000000 Penalty: 158475.468750
Iteration 427Q: 48 clusters Score -1.150631e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101640 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68281 members 
Mstep: Class 5 contains 61207 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4255 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15871 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23294 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 3170 members 
Mstep: Class 28 contains 31018 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11544 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063112.000000 Penalty: 158475.468750
Iteration 428Q: 48 clusters Score -1.150631e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101644 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68275 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23291 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30107 members 
Mstep: Class 27 contains 3169 members 
Mstep: Class 28 contains 31017 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11547 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063096.000000 Penalty: 158475.468750
Iteration 429Q: 48 clusters Score -1.150631e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68274 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4258 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15873 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23293 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30106 members 
Mstep: Class 27 contains 3167 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11549 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6031 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063088.000000 Penalty: 158475.468750
Iteration 430Q: 48 clusters Score -1.150631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68272 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23293 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30104 members 
Mstep: Class 27 contains 3166 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11549 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063048.000000 Penalty: 158475.468750
Iteration 431Q: 48 clusters Score -1.15063e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101647 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68271 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4259 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23291 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 3164 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11549 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7808 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063088.000000 Penalty: 158475.468750
Iteration 432Q: 48 clusters Score -1.150631e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68270 members 
Mstep: Class 5 contains 61210 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13329 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4262 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15876 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23295 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11549 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063112.000000 Penalty: 158475.468750
Iteration 433Q: 48 clusters Score -1.150631e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101646 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68269 members 
Mstep: Class 5 contains 61210 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13328 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15872 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23299 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11549 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063120.000000 Penalty: 158475.468750
Iteration 434Q: 48 clusters Score -1.150631e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101644 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68263 members 
Mstep: Class 5 contains 61211 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13328 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23308 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11552 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063136.000000 Penalty: 158475.468750
Iteration 435Q: 48 clusters Score -1.150631e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68259 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13326 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 95538 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15861 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23316 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11552 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063152.000000 Penalty: 158475.468750
Iteration 436Q: 48 clusters Score -1.150632e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68258 members 
Mstep: Class 5 contains 61215 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13322 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4264 members 
Mstep: Class 12 contains 95538 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23320 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30100 members 
Mstep: Class 27 contains 3161 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11554 members 
Mstep: Class 34 contains 18410 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063152.000000 Penalty: 158475.468750
Iteration 437Q: 48 clusters Score -1.150632e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101643 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68257 members 
Mstep: Class 5 contains 61218 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13320 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 95537 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23320 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30097 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11557 members 
Mstep: Class 34 contains 18410 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063184.000000 Penalty: 158475.468750
Iteration 438Q: 48 clusters Score -1.150632e+08 nChanged 21
Entering ConstructFrom: 
Score: -115063184.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Entering Unmasked Estep 
Score: -1175551.875000 Penalty: 2237.266357
	Iteration 0F: 2 clusters Score -1175552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1168958.375000 Penalty: 4474.532715
	Iteration 0F: 3 clusters Score -1168958 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1170770.000000 Penalty: 4474.532715
	Iteration 1F: 3 clusters Score -1170770 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1171135.375000 Penalty: 4474.532715
	Iteration 2F: 3 clusters Score -1171135 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1171557.750000 Penalty: 4474.532715
	Iteration 3F: 3 clusters Score -1171558 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1172151.000000 Penalty: 4474.532715
	Iteration 4F: 3 clusters Score -1172151 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1173063.125000 Penalty: 4474.532715
	Iteration 5F: 3 clusters Score -1173063 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1173984.875000 Penalty: 4474.532715
	Iteration 6F: 3 clusters Score -1173985 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1174629.875000 Penalty: 4474.532715
	Iteration 7F: 3 clusters Score -1174630 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1175016.000000 Penalty: 4474.532715
	Iteration 8F: 3 clusters Score -1175016 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1175170.625000 Penalty: 4474.532715
	Iteration 9Q: 3 clusters Score -1175171 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1175243.000000 Penalty: 4474.532715
	Iteration 10Q: 3 clusters Score -1175243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1175284.000000 Penalty: 4474.532715
	Iteration 11Q: 3 clusters Score -1175284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1175301.625000 Penalty: 4474.532715
	Iteration 12Q: 3 clusters Score -1175302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1175310.000000 Penalty: 4474.532715
	Iteration 13Q: 3 clusters Score -1175310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1175312.500000 Penalty: 4474.532715
	Iteration 14Q: 3 clusters Score -1175312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1175316.250000 Penalty: 4474.532715
	Iteration 15Q: 3 clusters Score -1175316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1175324.000000 Penalty: 4474.532715
	Iteration 16Q: 3 clusters Score -1175324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1175322.625000 Penalty: 4474.532715
	Iteration 17Q: 3 clusters Score -1175323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1175323.375000 Penalty: 4474.532715
	Iteration 18Q: 3 clusters Score -1175323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1175324.750000 Penalty: 4474.532715
	Iteration 19Q: 3 clusters Score -1175325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1175325.500000 Penalty: 4474.532715
	Iteration 20F: 3 clusters Score -1175326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1175328.250000 Penalty: 4474.532715
	Iteration 21Q: 3 clusters Score -1175328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1175327.875000 Penalty: 4474.532715
	Iteration 22Q: 3 clusters Score -1175328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1175325.500000 Penalty: 4474.532715
	Iteration 23Q: 3 clusters Score -1175326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1175325.500000 Penalty: 4474.532715
	Iteration 24F: 3 clusters Score -1175326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101642 members 
Entering Unmasked Estep 
Score: -15044138.000000 Penalty: 2859.244629
	Iteration 0F: 2 clusters Score -1.504414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -14976324.000000 Penalty: 5718.489258
	Iteration 0F: 3 clusters Score -1.497632e+07 nChanged 48089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -15005039.000000 Penalty: 5718.489258
	Iteration 1F: 3 clusters Score -1.500504e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -15007010.000000 Penalty: 5718.489258
	Iteration 2Q: 3 clusters Score -1.500701e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -15009767.000000 Penalty: 5718.489258
	Iteration 3F: 3 clusters Score -1.500977e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -15013110.000000 Penalty: 5718.489258
	Iteration 4F: 3 clusters Score -1.501311e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -15016541.000000 Penalty: 5718.489258
	Iteration 5F: 3 clusters Score -1.501654e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -15019361.000000 Penalty: 5718.489258
	Iteration 6F: 3 clusters Score -1.501936e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -15021846.000000 Penalty: 5718.489258
	Iteration 7F: 3 clusters Score -1.502185e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -15024076.000000 Penalty: 5718.489258
	Iteration 8Q: 3 clusters Score -1.502408e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63956 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -15026255.000000 Penalty: 5718.489258
	Iteration 9Q: 3 clusters Score -1.502626e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66993 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -15028246.000000 Penalty: 5718.489258
	Iteration 10Q: 3 clusters Score -1.502825e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -15029847.000000 Penalty: 5718.489258
	Iteration 11Q: 3 clusters Score -1.502985e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -15031188.000000 Penalty: 5718.489258
	Iteration 12Q: 3 clusters Score -1.503119e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -15032211.000000 Penalty: 5718.489258
	Iteration 13Q: 3 clusters Score -1.503221e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -15033169.000000 Penalty: 5718.489258
	Iteration 14Q: 3 clusters Score -1.503317e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80466 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -15034079.000000 Penalty: 5718.489258
	Iteration 15Q: 3 clusters Score -1.503408e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -15034982.000000 Penalty: 5718.489258
	Iteration 16Q: 3 clusters Score -1.503498e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -15035831.000000 Penalty: 5718.489258
	Iteration 17Q: 3 clusters Score -1.503583e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -15036516.000000 Penalty: 5718.489258
	Iteration 18Q: 3 clusters Score -1.503652e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88525 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -15037361.000000 Penalty: 5718.489258
	Iteration 19Q: 3 clusters Score -1.503736e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -15038196.000000 Penalty: 5718.489258
	Iteration 20F: 3 clusters Score -1.50382e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -15039201.000000 Penalty: 5718.489258
	Iteration 21Q: 3 clusters Score -1.50392e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -15040037.000000 Penalty: 5718.489258
	Iteration 22Q: 3 clusters Score -1.504004e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -15040675.000000 Penalty: 5718.489258
	Iteration 23Q: 3 clusters Score -1.504068e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -15040954.000000 Penalty: 5718.489258
	Iteration 24Q: 3 clusters Score -1.504095e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95203 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -15041137.000000 Penalty: 5718.489258
	Iteration 25Q: 3 clusters Score -1.504114e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95622 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -15041266.000000 Penalty: 5718.489258
	Iteration 26Q: 3 clusters Score -1.504127e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -15041378.000000 Penalty: 5718.489258
	Iteration 27Q: 3 clusters Score -1.504138e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96310 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -15041458.000000 Penalty: 5718.489258
	Iteration 28Q: 3 clusters Score -1.504146e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96605 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -15041543.000000 Penalty: 5718.489258
	Iteration 29Q: 3 clusters Score -1.504154e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -15041614.000000 Penalty: 5718.489258
	Iteration 30Q: 3 clusters Score -1.504161e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -15041716.000000 Penalty: 5718.489258
	Iteration 31Q: 3 clusters Score -1.504172e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -15041757.000000 Penalty: 5718.489258
	Iteration 32Q: 3 clusters Score -1.504176e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -15041862.000000 Penalty: 5718.489258
	Iteration 33Q: 3 clusters Score -1.504186e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -15041900.000000 Penalty: 5718.489258
	Iteration 34Q: 3 clusters Score -1.50419e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97911 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -15041946.000000 Penalty: 5718.489258
	Iteration 35Q: 3 clusters Score -1.504195e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98054 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -15041994.000000 Penalty: 5718.489258
	Iteration 36Q: 3 clusters Score -1.504199e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98189 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -15042030.000000 Penalty: 5718.489258
	Iteration 37Q: 3 clusters Score -1.504203e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98310 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -15042061.000000 Penalty: 5718.489258
	Iteration 38Q: 3 clusters Score -1.504206e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -15042095.000000 Penalty: 5718.489258
	Iteration 39Q: 3 clusters Score -1.50421e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -15042133.000000 Penalty: 5718.489258
	Iteration 40F: 3 clusters Score -1.504213e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98616 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -15042155.000000 Penalty: 5718.489258
	Iteration 41Q: 3 clusters Score -1.504216e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -15042162.000000 Penalty: 5718.489258
	Iteration 42Q: 3 clusters Score -1.504216e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98777 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -15042163.000000 Penalty: 5718.489258
	Iteration 43Q: 3 clusters Score -1.504216e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98857 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -15042193.000000 Penalty: 5718.489258
	Iteration 44Q: 3 clusters Score -1.504219e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98931 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -15042209.000000 Penalty: 5718.489258
	Iteration 45Q: 3 clusters Score -1.504221e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98986 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -15042232.000000 Penalty: 5718.489258
	Iteration 46Q: 3 clusters Score -1.504223e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -15042245.000000 Penalty: 5718.489258
	Iteration 47Q: 3 clusters Score -1.504224e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99107 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -15042263.000000 Penalty: 5718.489258
	Iteration 48Q: 3 clusters Score -1.504226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99154 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15042265.000000 Penalty: 5718.489258
	Iteration 49Q: 3 clusters Score -1.504226e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99203 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15042286.000000 Penalty: 5718.489258
	Iteration 50Q: 3 clusters Score -1.504229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99261 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -15042282.000000 Penalty: 5718.489258
	Iteration 51Q: 3 clusters Score -1.504228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -15042312.000000 Penalty: 5718.489258
	Iteration 52Q: 3 clusters Score -1.504231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -15042319.000000 Penalty: 5718.489258
	Iteration 53Q: 3 clusters Score -1.504232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15042335.000000 Penalty: 5718.489258
	Iteration 54Q: 3 clusters Score -1.504234e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -15042336.000000 Penalty: 5718.489258
	Iteration 55Q: 3 clusters Score -1.504234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99476 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -15042320.000000 Penalty: 5718.489258
	Iteration 56Q: 3 clusters Score -1.504232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -15042340.000000 Penalty: 5718.489258
	Iteration 57Q: 3 clusters Score -1.504234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99514 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -15042350.000000 Penalty: 5718.489258
	Iteration 58Q: 3 clusters Score -1.504235e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15042371.000000 Penalty: 5718.489258
	Iteration 59Q: 3 clusters Score -1.504237e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -15042376.000000 Penalty: 5718.489258
	Iteration 60F: 3 clusters Score -1.504238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99576 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -15042379.000000 Penalty: 5718.489258
	Iteration 61Q: 3 clusters Score -1.504238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -15042385.000000 Penalty: 5718.489258
	Iteration 62Q: 3 clusters Score -1.504238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -15042370.000000 Penalty: 5718.489258
	Iteration 63Q: 3 clusters Score -1.504237e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99635 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15042367.000000 Penalty: 5718.489258
	Iteration 64Q: 3 clusters Score -1.504237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -15042382.000000 Penalty: 5718.489258
	Iteration 65Q: 3 clusters Score -1.504238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99677 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -15042396.000000 Penalty: 5718.489258
	Iteration 66Q: 3 clusters Score -1.50424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -15042399.000000 Penalty: 5718.489258
	Iteration 67Q: 3 clusters Score -1.50424e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -15042404.000000 Penalty: 5718.489258
	Iteration 68Q: 3 clusters Score -1.50424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -15042390.000000 Penalty: 5718.489258
	Iteration 69Q: 3 clusters Score -1.504239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -15042416.000000 Penalty: 5718.489258
	Iteration 70Q: 3 clusters Score -1.504242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -15042424.000000 Penalty: 5718.489258
	Iteration 71Q: 3 clusters Score -1.504242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99774 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15042435.000000 Penalty: 5718.489258
	Iteration 72Q: 3 clusters Score -1.504244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -15042434.000000 Penalty: 5718.489258
	Iteration 73Q: 3 clusters Score -1.504243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99790 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -15042433.000000 Penalty: 5718.489258
	Iteration 74Q: 3 clusters Score -1.504243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -15042438.000000 Penalty: 5718.489258
	Iteration 75Q: 3 clusters Score -1.504244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -15042429.000000 Penalty: 5718.489258
	Iteration 76Q: 3 clusters Score -1.504243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15042427.000000 Penalty: 5718.489258
	Iteration 77Q: 3 clusters Score -1.504243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -15042429.000000 Penalty: 5718.489258
	Iteration 78Q: 3 clusters Score -1.504243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99824 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -15042420.000000 Penalty: 5718.489258
	Iteration 79Q: 3 clusters Score -1.504242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -15042425.000000 Penalty: 5718.489258
	Iteration 80F: 3 clusters Score -1.504242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -15042430.000000 Penalty: 5718.489258
	Iteration 81Q: 3 clusters Score -1.504243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99838 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15042429.000000 Penalty: 5718.489258
	Iteration 82Q: 3 clusters Score -1.504243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99840 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -15042430.000000 Penalty: 5718.489258
	Iteration 83Q: 3 clusters Score -1.504243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -15042431.000000 Penalty: 5718.489258
	Iteration 84Q: 3 clusters Score -1.504243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15042423.000000 Penalty: 5718.489258
	Iteration 85Q: 3 clusters Score -1.504242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -15042423.000000 Penalty: 5718.489258
	Iteration 86F: 3 clusters Score -1.504242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -1103689.625000 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -1103690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1097525.125000 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -1097525 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1099253.500000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -1099254 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1099582.375000 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -1099582 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1099809.750000 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -1099810 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1100009.375000 Penalty: 4437.143555
	Iteration 4Q: 3 clusters Score -1100009 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1100190.625000 Penalty: 4437.143555
	Iteration 5Q: 3 clusters Score -1100191 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1100382.125000 Penalty: 4437.143555
	Iteration 6Q: 3 clusters Score -1100382 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1100559.250000 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -1100559 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1100811.500000 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -1100812 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1101205.250000 Penalty: 4437.143555
	Iteration 9F: 3 clusters Score -1101205 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1101695.625000 Penalty: 4437.143555
	Iteration 10F: 3 clusters Score -1101696 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1102229.750000 Penalty: 4437.143555
	Iteration 11F: 3 clusters Score -1102230 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1102721.500000 Penalty: 4437.143555
	Iteration 12F: 3 clusters Score -1102722 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1103122.375000 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -1103122 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1103484.000000 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -1103484 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1103820.500000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -1103820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1103939.625000 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -1103940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1103973.500000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -1103974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1103980.625000 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -1103981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1103983.750000 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -1103984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1103991.750000 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -1103992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1103993.250000 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -1103993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1103998.500000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -1103998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1103999.875000 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -1104000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1104001.000000 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -1104001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1104000.125000 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -1104000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1104002.875000 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -1104003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1104002.250000 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -1104002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1104003.000000 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -1104003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1104002.500000 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -1104002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1104005.250000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -1104005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1104003.875000 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -1104004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1104004.125000 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -1104004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1104004.125000 Penalty: 4437.143555
	Iteration 33F: 3 clusters Score -1104004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 68256 members 
Mstep: Class 5 contains 61219 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 95536 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23325 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30095 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 18409 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Mstep: Class 48 contains 3086 members 
Entering Unmasked Estep 
Score: -115061824.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115063184.000000 to -115061824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (68256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Entering Unmasked Estep 
Score: -9597988.000000 Penalty: 2760.493164
	Iteration 0F: 2 clusters Score -9597988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -9552271.000000 Penalty: 5520.986328
	Iteration 0F: 3 clusters Score -9552271 nChanged 31824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -9570796.000000 Penalty: 5520.986328
	Iteration 1F: 3 clusters Score -9570796 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -9572698.000000 Penalty: 5520.986328
	Iteration 2F: 3 clusters Score -9572698 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9575011.000000 Penalty: 5520.986328
	Iteration 3F: 3 clusters Score -9575011 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -9577458.000000 Penalty: 5520.986328
	Iteration 4F: 3 clusters Score -9577458 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -9579687.000000 Penalty: 5520.986328
	Iteration 5F: 3 clusters Score -9579687 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -9581242.000000 Penalty: 5520.986328
	Iteration 6F: 3 clusters Score -9581242 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -9582491.000000 Penalty: 5520.986328
	Iteration 7Q: 3 clusters Score -9582491 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -9583321.000000 Penalty: 5520.986328
	Iteration 8Q: 3 clusters Score -9583321 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9583772.000000 Penalty: 5520.986328
	Iteration 9Q: 3 clusters Score -9583772 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -9584079.000000 Penalty: 5520.986328
	Iteration 10Q: 3 clusters Score -9584079 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -9584307.000000 Penalty: 5520.986328
	Iteration 11Q: 3 clusters Score -9584307 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -9584438.000000 Penalty: 5520.986328
	Iteration 12Q: 3 clusters Score -9584438 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -9584549.000000 Penalty: 5520.986328
	Iteration 13Q: 3 clusters Score -9584549 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -9584643.000000 Penalty: 5520.986328
	Iteration 14Q: 3 clusters Score -9584643 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9584721.000000 Penalty: 5520.986328
	Iteration 15Q: 3 clusters Score -9584721 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -9584779.000000 Penalty: 5520.986328
	Iteration 16Q: 3 clusters Score -9584779 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -9584792.000000 Penalty: 5520.986328
	Iteration 17Q: 3 clusters Score -9584792 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -9584828.000000 Penalty: 5520.986328
	Iteration 18Q: 3 clusters Score -9584828 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -9584864.000000 Penalty: 5520.986328
	Iteration 19Q: 3 clusters Score -9584864 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -9584875.000000 Penalty: 5520.986328
	Iteration 20F: 3 clusters Score -9584875 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -9584868.000000 Penalty: 5520.986328
	Iteration 21Q: 3 clusters Score -9584868 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -9584895.000000 Penalty: 5520.986328
	Iteration 22Q: 3 clusters Score -9584895 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -9584871.000000 Penalty: 5520.986328
	Iteration 23Q: 3 clusters Score -9584871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9584890.000000 Penalty: 5520.986328
	Iteration 24Q: 3 clusters Score -9584890 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -9584926.000000 Penalty: 5520.986328
	Iteration 25Q: 3 clusters Score -9584926 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -9584926.000000 Penalty: 5520.986328
	Iteration 26Q: 3 clusters Score -9584926 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9584940.000000 Penalty: 5520.986328
	Iteration 27Q: 3 clusters Score -9584940 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -9584987.000000 Penalty: 5520.986328
	Iteration 28Q: 3 clusters Score -9584987 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9584982.000000 Penalty: 5520.986328
	Iteration 29Q: 3 clusters Score -9584982 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -9585024.000000 Penalty: 5520.986328
	Iteration 30Q: 3 clusters Score -9585024 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9585096.000000 Penalty: 5520.986328
	Iteration 31Q: 3 clusters Score -9585096 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -9585193.000000 Penalty: 5520.986328
	Iteration 32Q: 3 clusters Score -9585193 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9585290.000000 Penalty: 5520.986328
	Iteration 33Q: 3 clusters Score -9585290 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -9585462.000000 Penalty: 5520.986328
	Iteration 34Q: 3 clusters Score -9585462 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -9585659.000000 Penalty: 5520.986328
	Iteration 35Q: 3 clusters Score -9585659 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -9585988.000000 Penalty: 5520.986328
	Iteration 36Q: 3 clusters Score -9585988 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -9586434.000000 Penalty: 5520.986328
	Iteration 37Q: 3 clusters Score -9586434 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -9586952.000000 Penalty: 5520.986328
	Iteration 38Q: 3 clusters Score -9586952 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -9587743.000000 Penalty: 5520.986328
	Iteration 39Q: 3 clusters Score -9587743 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9588649.000000 Penalty: 5520.986328
	Iteration 40F: 3 clusters Score -9588649 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -9589681.000000 Penalty: 5520.986328
	Iteration 41Q: 3 clusters Score -9589681 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -9590969.000000 Penalty: 5520.986328
	Iteration 42Q: 3 clusters Score -9590969 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -9592338.000000 Penalty: 5520.986328
	Iteration 43Q: 3 clusters Score -9592338 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -9593637.000000 Penalty: 5520.986328
	Iteration 44Q: 3 clusters Score -9593637 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -9594710.000000 Penalty: 5520.986328
	Iteration 45Q: 3 clusters Score -9594710 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -9595433.000000 Penalty: 5520.986328
	Iteration 46Q: 3 clusters Score -9595433 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -9595994.000000 Penalty: 5520.986328
	Iteration 47Q: 3 clusters Score -9595994 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -9596345.000000 Penalty: 5520.986328
	Iteration 48Q: 3 clusters Score -9596345 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 65010 members 
Entering Unmasked Estep 
Score: -9596568.000000 Penalty: 5520.986328
	Iteration 49Q: 3 clusters Score -9596568 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -9596691.000000 Penalty: 5520.986328
	Iteration 50Q: 3 clusters Score -9596691 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -9596810.000000 Penalty: 5520.986328
	Iteration 51Q: 3 clusters Score -9596810 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -9596855.000000 Penalty: 5520.986328
	Iteration 52Q: 3 clusters Score -9596855 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 65893 members 
Entering Unmasked Estep 
Score: -9596897.000000 Penalty: 5520.986328
	Iteration 53Q: 3 clusters Score -9596897 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -9596928.000000 Penalty: 5520.986328
	Iteration 54Q: 3 clusters Score -9596928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -9596949.000000 Penalty: 5520.986328
	Iteration 55Q: 3 clusters Score -9596949 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -9596965.000000 Penalty: 5520.986328
	Iteration 56Q: 3 clusters Score -9596965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -9596961.000000 Penalty: 5520.986328
	Iteration 57Q: 3 clusters Score -9596961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 66171 members 
Entering Unmasked Estep 
Score: -9596975.000000 Penalty: 5520.986328
	Iteration 58Q: 3 clusters Score -9596975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -9596992.000000 Penalty: 5520.986328
	Iteration 59Q: 3 clusters Score -9596992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -9596986.000000 Penalty: 5520.986328
	Iteration 60F: 3 clusters Score -9596986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -9597005.000000 Penalty: 5520.986328
	Iteration 61Q: 3 clusters Score -9597005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9597003.000000 Penalty: 5520.986328
	Iteration 62Q: 3 clusters Score -9597003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -9597007.000000 Penalty: 5520.986328
	Iteration 63Q: 3 clusters Score -9597007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -9597014.000000 Penalty: 5520.986328
	Iteration 64Q: 3 clusters Score -9597014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -9597016.000000 Penalty: 5520.986328
	Iteration 65Q: 3 clusters Score -9597016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9597026.000000 Penalty: 5520.986328
	Iteration 66Q: 3 clusters Score -9597026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -9597030.000000 Penalty: 5520.986328
	Iteration 67Q: 3 clusters Score -9597030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -9597047.000000 Penalty: 5520.986328
	Iteration 68Q: 3 clusters Score -9597047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -9597042.000000 Penalty: 5520.986328
	Iteration 69Q: 3 clusters Score -9597042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -9597053.000000 Penalty: 5520.986328
	Iteration 70Q: 3 clusters Score -9597053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -9597061.000000 Penalty: 5520.986328
	Iteration 71Q: 3 clusters Score -9597061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9597058.000000 Penalty: 5520.986328
	Iteration 72Q: 3 clusters Score -9597058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -9597061.000000 Penalty: 5520.986328
	Iteration 73Q: 3 clusters Score -9597061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 66474 members 
Entering Unmasked Estep 
Score: -9597073.000000 Penalty: 5520.986328
	Iteration 74Q: 3 clusters Score -9597073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -9597077.000000 Penalty: 5520.986328
	Iteration 75Q: 3 clusters Score -9597077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -9597082.000000 Penalty: 5520.986328
	Iteration 76Q: 3 clusters Score -9597082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -9597082.000000 Penalty: 5520.986328
	Iteration 77Q: 3 clusters Score -9597082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 66503 members 
Entering Unmasked Estep 
Score: -9597088.000000 Penalty: 5520.986328
	Iteration 78Q: 3 clusters Score -9597088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 66507 members 
Entering Unmasked Estep 
Score: -9597086.000000 Penalty: 5520.986328
	Iteration 79Q: 3 clusters Score -9597086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9597085.000000 Penalty: 5520.986328
	Iteration 80F: 3 clusters Score -9597085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 66511 members 
Entering Unmasked Estep 
Score: -9597083.000000 Penalty: 5520.986328
	Iteration 81Q: 3 clusters Score -9597083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 66512 members 
Entering Unmasked Estep 
Score: -9597081.000000 Penalty: 5520.986328
	Iteration 82Q: 3 clusters Score -9597081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9597079.000000 Penalty: 5520.986328
	Iteration 83Q: 3 clusters Score -9597079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9597080.000000 Penalty: 5520.986328
	Iteration 84Q: 3 clusters Score -9597080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -9597082.000000 Penalty: 5520.986328
	Iteration 85Q: 3 clusters Score -9597082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 66515 members 
Entering Unmasked Estep 
Score: -9597082.000000 Penalty: 5520.986328
	Iteration 86Q: 3 clusters Score -9597082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -9597080.000000 Penalty: 5520.986328
	Iteration 87Q: 3 clusters Score -9597080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -9597082.000000 Penalty: 5520.986328
	Iteration 88Q: 3 clusters Score -9597082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -9597080.000000 Penalty: 5520.986328
	Iteration 89Q: 3 clusters Score -9597080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 66518 members 
Entering Unmasked Estep 
Score: -9597080.000000 Penalty: 5520.986328
	Iteration 90F: 3 clusters Score -9597080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Entering Unmasked Estep 
Score: -9184773.000000 Penalty: 2733.508789
	Iteration 0F: 2 clusters Score -9184773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -9143688.000000 Penalty: 5467.017578
	Iteration 0F: 3 clusters Score -9143688 nChanged 28590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9159466.000000 Penalty: 5467.017578
	Iteration 1F: 3 clusters Score -9159466 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -9160073.000000 Penalty: 5467.017578
	Iteration 2Q: 3 clusters Score -9160073 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9160828.000000 Penalty: 5467.017578
	Iteration 3Q: 3 clusters Score -9160828 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -9161877.000000 Penalty: 5467.017578
	Iteration 4Q: 3 clusters Score -9161877 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -9163224.000000 Penalty: 5467.017578
	Iteration 5Q: 3 clusters Score -9163224 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -9164923.000000 Penalty: 5467.017578
	Iteration 6F: 3 clusters Score -9164923 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -9166686.000000 Penalty: 5467.017578
	Iteration 7F: 3 clusters Score -9166686 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -9168300.000000 Penalty: 5467.017578
	Iteration 8F: 3 clusters Score -9168300 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -9169507.000000 Penalty: 5467.017578
	Iteration 9Q: 3 clusters Score -9169507 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -9170357.000000 Penalty: 5467.017578
	Iteration 10Q: 3 clusters Score -9170357 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -9170926.000000 Penalty: 5467.017578
	Iteration 11Q: 3 clusters Score -9170926 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -9171446.000000 Penalty: 5467.017578
	Iteration 12Q: 3 clusters Score -9171446 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -9171929.000000 Penalty: 5467.017578
	Iteration 13Q: 3 clusters Score -9171929 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -9172444.000000 Penalty: 5467.017578
	Iteration 14Q: 3 clusters Score -9172444 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -9172945.000000 Penalty: 5467.017578
	Iteration 15Q: 3 clusters Score -9172945 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -9173772.000000 Penalty: 5467.017578
	Iteration 16Q: 3 clusters Score -9173772 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -9174564.000000 Penalty: 5467.017578
	Iteration 17Q: 3 clusters Score -9174564 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -9175450.000000 Penalty: 5467.017578
	Iteration 18Q: 3 clusters Score -9175450 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -9176484.000000 Penalty: 5467.017578
	Iteration 19Q: 3 clusters Score -9176484 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9177240.000000 Penalty: 5467.017578
	Iteration 20F: 3 clusters Score -9177240 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -9177785.000000 Penalty: 5467.017578
	Iteration 21Q: 3 clusters Score -9177785 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -9178181.000000 Penalty: 5467.017578
	Iteration 22Q: 3 clusters Score -9178181 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -9178453.000000 Penalty: 5467.017578
	Iteration 23Q: 3 clusters Score -9178453 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -9178578.000000 Penalty: 5467.017578
	Iteration 24Q: 3 clusters Score -9178578 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -9178804.000000 Penalty: 5467.017578
	Iteration 25Q: 3 clusters Score -9178804 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -9178973.000000 Penalty: 5467.017578
	Iteration 26Q: 3 clusters Score -9178973 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -9179153.000000 Penalty: 5467.017578
	Iteration 27Q: 3 clusters Score -9179153 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -9179257.000000 Penalty: 5467.017578
	Iteration 28Q: 3 clusters Score -9179257 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -9179402.000000 Penalty: 5467.017578
	Iteration 29Q: 3 clusters Score -9179402 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -9179482.000000 Penalty: 5467.017578
	Iteration 30Q: 3 clusters Score -9179482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -9179565.000000 Penalty: 5467.017578
	Iteration 31Q: 3 clusters Score -9179565 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -9179672.000000 Penalty: 5467.017578
	Iteration 32Q: 3 clusters Score -9179672 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -9179771.000000 Penalty: 5467.017578
	Iteration 33Q: 3 clusters Score -9179771 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -9179856.000000 Penalty: 5467.017578
	Iteration 34Q: 3 clusters Score -9179856 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -9179914.000000 Penalty: 5467.017578
	Iteration 35Q: 3 clusters Score -9179914 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -9179984.000000 Penalty: 5467.017578
	Iteration 36Q: 3 clusters Score -9179984 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -9179998.000000 Penalty: 5467.017578
	Iteration 37Q: 3 clusters Score -9179998 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -9180044.000000 Penalty: 5467.017578
	Iteration 38Q: 3 clusters Score -9180044 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -9180091.000000 Penalty: 5467.017578
	Iteration 39Q: 3 clusters Score -9180091 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -9180147.000000 Penalty: 5467.017578
	Iteration 40F: 3 clusters Score -9180147 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9180209.000000 Penalty: 5467.017578
	Iteration 41Q: 3 clusters Score -9180209 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -9180303.000000 Penalty: 5467.017578
	Iteration 42Q: 3 clusters Score -9180303 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -9180385.000000 Penalty: 5467.017578
	Iteration 43Q: 3 clusters Score -9180385 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -9180468.000000 Penalty: 5467.017578
	Iteration 44Q: 3 clusters Score -9180468 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -9180549.000000 Penalty: 5467.017578
	Iteration 45Q: 3 clusters Score -9180549 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9180632.000000 Penalty: 5467.017578
	Iteration 46Q: 3 clusters Score -9180632 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -9180704.000000 Penalty: 5467.017578
	Iteration 47Q: 3 clusters Score -9180704 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -9180735.000000 Penalty: 5467.017578
	Iteration 48Q: 3 clusters Score -9180735 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9180807.000000 Penalty: 5467.017578
	Iteration 49Q: 3 clusters Score -9180807 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9180929.000000 Penalty: 5467.017578
	Iteration 50Q: 3 clusters Score -9180929 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -9181019.000000 Penalty: 5467.017578
	Iteration 51Q: 3 clusters Score -9181019 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -9181144.000000 Penalty: 5467.017578
	Iteration 52Q: 3 clusters Score -9181144 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9181253.000000 Penalty: 5467.017578
	Iteration 53Q: 3 clusters Score -9181253 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -9181384.000000 Penalty: 5467.017578
	Iteration 54Q: 3 clusters Score -9181384 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -9181480.000000 Penalty: 5467.017578
	Iteration 55Q: 3 clusters Score -9181480 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -9181575.000000 Penalty: 5467.017578
	Iteration 56Q: 3 clusters Score -9181575 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 52676 members 
Entering Unmasked Estep 
Score: -9181682.000000 Penalty: 5467.017578
	Iteration 57Q: 3 clusters Score -9181682 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -9181779.000000 Penalty: 5467.017578
	Iteration 58Q: 3 clusters Score -9181779 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -9181903.000000 Penalty: 5467.017578
	Iteration 59Q: 3 clusters Score -9181903 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -9182024.000000 Penalty: 5467.017578
	Iteration 60F: 3 clusters Score -9182024 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -9182127.000000 Penalty: 5467.017578
	Iteration 61Q: 3 clusters Score -9182127 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -9182176.000000 Penalty: 5467.017578
	Iteration 62Q: 3 clusters Score -9182176 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -9182243.000000 Penalty: 5467.017578
	Iteration 63Q: 3 clusters Score -9182243 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -9182321.000000 Penalty: 5467.017578
	Iteration 64Q: 3 clusters Score -9182321 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -9182403.000000 Penalty: 5467.017578
	Iteration 65Q: 3 clusters Score -9182403 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -9182497.000000 Penalty: 5467.017578
	Iteration 66Q: 3 clusters Score -9182497 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -9182554.000000 Penalty: 5467.017578
	Iteration 67Q: 3 clusters Score -9182554 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -9182589.000000 Penalty: 5467.017578
	Iteration 68Q: 3 clusters Score -9182589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -9182672.000000 Penalty: 5467.017578
	Iteration 69Q: 3 clusters Score -9182672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -9182734.000000 Penalty: 5467.017578
	Iteration 70Q: 3 clusters Score -9182734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -9182787.000000 Penalty: 5467.017578
	Iteration 71Q: 3 clusters Score -9182787 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -9182858.000000 Penalty: 5467.017578
	Iteration 72Q: 3 clusters Score -9182858 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -9182936.000000 Penalty: 5467.017578
	Iteration 73Q: 3 clusters Score -9182936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -9182983.000000 Penalty: 5467.017578
	Iteration 74Q: 3 clusters Score -9182983 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -9183016.000000 Penalty: 5467.017578
	Iteration 75Q: 3 clusters Score -9183016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -9183044.000000 Penalty: 5467.017578
	Iteration 76Q: 3 clusters Score -9183044 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -9183061.000000 Penalty: 5467.017578
	Iteration 77Q: 3 clusters Score -9183061 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -9183069.000000 Penalty: 5467.017578
	Iteration 78Q: 3 clusters Score -9183069 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -9183101.000000 Penalty: 5467.017578
	Iteration 79Q: 3 clusters Score -9183101 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -9183111.000000 Penalty: 5467.017578
	Iteration 80F: 3 clusters Score -9183111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 57863 members 
Entering Unmasked Estep 
Score: -9183150.000000 Penalty: 5467.017578
	Iteration 81Q: 3 clusters Score -9183150 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -9183168.000000 Penalty: 5467.017578
	Iteration 82Q: 3 clusters Score -9183168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -9183187.000000 Penalty: 5467.017578
	Iteration 83Q: 3 clusters Score -9183187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -9183193.000000 Penalty: 5467.017578
	Iteration 84Q: 3 clusters Score -9183193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -9183218.000000 Penalty: 5467.017578
	Iteration 85Q: 3 clusters Score -9183218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -9183228.000000 Penalty: 5467.017578
	Iteration 86Q: 3 clusters Score -9183228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -9183223.000000 Penalty: 5467.017578
	Iteration 87Q: 3 clusters Score -9183223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -9183242.000000 Penalty: 5467.017578
	Iteration 88Q: 3 clusters Score -9183242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -9183251.000000 Penalty: 5467.017578
	Iteration 89Q: 3 clusters Score -9183251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -9183234.000000 Penalty: 5467.017578
	Iteration 90Q: 3 clusters Score -9183234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -9183245.000000 Penalty: 5467.017578
	Iteration 91Q: 3 clusters Score -9183245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -9183244.000000 Penalty: 5467.017578
	Iteration 92Q: 3 clusters Score -9183244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -9183249.000000 Penalty: 5467.017578
	Iteration 93Q: 3 clusters Score -9183249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -9183244.000000 Penalty: 5467.017578
	Iteration 94Q: 3 clusters Score -9183244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -9183237.000000 Penalty: 5467.017578
	Iteration 95Q: 3 clusters Score -9183237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -9183245.000000 Penalty: 5467.017578
	Iteration 96Q: 3 clusters Score -9183245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 58504 members 
Entering Unmasked Estep 
Score: -9183255.000000 Penalty: 5467.017578
	Iteration 97Q: 3 clusters Score -9183255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -9183266.000000 Penalty: 5467.017578
	Iteration 98Q: 3 clusters Score -9183266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -9183282.000000 Penalty: 5467.017578
	Iteration 99Q: 3 clusters Score -9183282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -9183276.000000 Penalty: 5467.017578
	Iteration 100F: 3 clusters Score -9183276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -9183273.000000 Penalty: 5467.017578
	Iteration 101Q: 3 clusters Score -9183273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 58602 members 
Entering Unmasked Estep 
Score: -9183274.000000 Penalty: 5467.017578
	Iteration 102Q: 3 clusters Score -9183274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9183292.000000 Penalty: 5467.017578
	Iteration 103Q: 3 clusters Score -9183292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -9183292.000000 Penalty: 5467.017578
	Iteration 104Q: 3 clusters Score -9183292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -9183289.000000 Penalty: 5467.017578
	Iteration 105Q: 3 clusters Score -9183289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -9183288.000000 Penalty: 5467.017578
	Iteration 106Q: 3 clusters Score -9183288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -9183291.000000 Penalty: 5467.017578
	Iteration 107Q: 3 clusters Score -9183291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -9183297.000000 Penalty: 5467.017578
	Iteration 108Q: 3 clusters Score -9183297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -9183296.000000 Penalty: 5467.017578
	Iteration 109Q: 3 clusters Score -9183296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -9183296.000000 Penalty: 5467.017578
	Iteration 110Q: 3 clusters Score -9183296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -9183313.000000 Penalty: 5467.017578
	Iteration 111Q: 3 clusters Score -9183313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -9183309.000000 Penalty: 5467.017578
	Iteration 112Q: 3 clusters Score -9183309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -9183305.000000 Penalty: 5467.017578
	Iteration 113Q: 3 clusters Score -9183305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 58741 members 
Entering Unmasked Estep 
Score: -9183309.000000 Penalty: 5467.017578
	Iteration 114Q: 3 clusters Score -9183309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -9183318.000000 Penalty: 5467.017578
	Iteration 115Q: 3 clusters Score -9183318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -9183320.000000 Penalty: 5467.017578
	Iteration 116Q: 3 clusters Score -9183320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -9183321.000000 Penalty: 5467.017578
	Iteration 117Q: 3 clusters Score -9183321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -9183320.000000 Penalty: 5467.017578
	Iteration 118Q: 3 clusters Score -9183320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -9183314.000000 Penalty: 5467.017578
	Iteration 119Q: 3 clusters Score -9183314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -9183313.000000 Penalty: 5467.017578
	Iteration 120F: 3 clusters Score -9183313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -9183314.000000 Penalty: 5467.017578
	Iteration 121Q: 3 clusters Score -9183314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -9183324.000000 Penalty: 5467.017578
	Iteration 122Q: 3 clusters Score -9183324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -9183327.000000 Penalty: 5467.017578
	Iteration 123Q: 3 clusters Score -9183327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -9183327.000000 Penalty: 5467.017578
	Iteration 124F: 3 clusters Score -9183327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28201.955078 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28201.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28351.824219 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28351.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -28441.105469 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28441.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -28507.839844 Penalty: 2734.660645
	Iteration 3F: 3 clusters Score -28507.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -28671.222656 Penalty: 2734.660645
	Iteration 4Q: 3 clusters Score -28671.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -28748.613281 Penalty: 2734.660645
	Iteration 5Q: 3 clusters Score -28748.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -28760.699219 Penalty: 2734.660645
	Iteration 6Q: 3 clusters Score -28760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -28766.593750 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -28766.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -28766.593750 Penalty: 2734.660645
	Iteration 8F: 3 clusters Score -28766.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Entering Unmasked Estep 
Score: -1748728.750000 Penalty: 2324.980713
	Iteration 0F: 2 clusters Score -1748729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1739825.250000 Penalty: 4649.961426
	Iteration 0F: 3 clusters Score -1739825 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1742503.375000 Penalty: 4649.961426
	Iteration 1F: 3 clusters Score -1742503 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1742889.125000 Penalty: 4649.961426
	Iteration 2F: 3 clusters Score -1742889 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1743240.625000 Penalty: 4649.961426
	Iteration 3F: 3 clusters Score -1743241 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1743580.625000 Penalty: 4649.961426
	Iteration 4F: 3 clusters Score -1743581 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1743970.625000 Penalty: 4649.961426
	Iteration 5F: 3 clusters Score -1743971 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1744434.750000 Penalty: 4649.961426
	Iteration 6F: 3 clusters Score -1744435 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1745039.750000 Penalty: 4649.961426
	Iteration 7F: 3 clusters Score -1745040 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1745700.375000 Penalty: 4649.961426
	Iteration 8F: 3 clusters Score -1745700 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1746201.750000 Penalty: 4649.961426
	Iteration 9F: 3 clusters Score -1746202 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1746538.250000 Penalty: 4649.961426
	Iteration 10Q: 3 clusters Score -1746538 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1746717.375000 Penalty: 4649.961426
	Iteration 11Q: 3 clusters Score -1746717 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1746820.625000 Penalty: 4649.961426
	Iteration 12Q: 3 clusters Score -1746821 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1746878.625000 Penalty: 4649.961426
	Iteration 13Q: 3 clusters Score -1746879 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1746918.125000 Penalty: 4649.961426
	Iteration 14Q: 3 clusters Score -1746918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1746957.000000 Penalty: 4649.961426
	Iteration 15Q: 3 clusters Score -1746957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1746979.125000 Penalty: 4649.961426
	Iteration 16Q: 3 clusters Score -1746979 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1747001.000000 Penalty: 4649.961426
	Iteration 17Q: 3 clusters Score -1747001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1747020.250000 Penalty: 4649.961426
	Iteration 18Q: 3 clusters Score -1747020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1747033.375000 Penalty: 4649.961426
	Iteration 19Q: 3 clusters Score -1747033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1747038.500000 Penalty: 4649.961426
	Iteration 20F: 3 clusters Score -1747038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1747048.875000 Penalty: 4649.961426
	Iteration 21Q: 3 clusters Score -1747049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1747057.625000 Penalty: 4649.961426
	Iteration 22Q: 3 clusters Score -1747058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1747069.875000 Penalty: 4649.961426
	Iteration 23Q: 3 clusters Score -1747070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1747080.625000 Penalty: 4649.961426
	Iteration 24Q: 3 clusters Score -1747081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1747087.250000 Penalty: 4649.961426
	Iteration 25Q: 3 clusters Score -1747087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1747093.750000 Penalty: 4649.961426
	Iteration 26Q: 3 clusters Score -1747094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1747097.000000 Penalty: 4649.961426
	Iteration 27Q: 3 clusters Score -1747097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1747103.375000 Penalty: 4649.961426
	Iteration 28Q: 3 clusters Score -1747103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1747115.875000 Penalty: 4649.961426
	Iteration 29Q: 3 clusters Score -1747116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1747126.750000 Penalty: 4649.961426
	Iteration 30Q: 3 clusters Score -1747127 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1747144.250000 Penalty: 4649.961426
	Iteration 31Q: 3 clusters Score -1747144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1747160.125000 Penalty: 4649.961426
	Iteration 32Q: 3 clusters Score -1747160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1747178.250000 Penalty: 4649.961426
	Iteration 33Q: 3 clusters Score -1747178 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1747202.750000 Penalty: 4649.961426
	Iteration 34Q: 3 clusters Score -1747203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1747221.125000 Penalty: 4649.961426
	Iteration 35Q: 3 clusters Score -1747221 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1747236.000000 Penalty: 4649.961426
	Iteration 36Q: 3 clusters Score -1747236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1747252.375000 Penalty: 4649.961426
	Iteration 37Q: 3 clusters Score -1747252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1747286.750000 Penalty: 4649.961426
	Iteration 38Q: 3 clusters Score -1747287 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1747309.875000 Penalty: 4649.961426
	Iteration 39Q: 3 clusters Score -1747310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1747352.500000 Penalty: 4649.961426
	Iteration 40F: 3 clusters Score -1747352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1747393.125000 Penalty: 4649.961426
	Iteration 41Q: 3 clusters Score -1747393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1747454.000000 Penalty: 4649.961426
	Iteration 42Q: 3 clusters Score -1747454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1747513.500000 Penalty: 4649.961426
	Iteration 43Q: 3 clusters Score -1747514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1747578.375000 Penalty: 4649.961426
	Iteration 44Q: 3 clusters Score -1747578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1747640.250000 Penalty: 4649.961426
	Iteration 45Q: 3 clusters Score -1747640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1747668.500000 Penalty: 4649.961426
	Iteration 46Q: 3 clusters Score -1747668 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1747708.125000 Penalty: 4649.961426
	Iteration 47Q: 3 clusters Score -1747708 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1747745.500000 Penalty: 4649.961426
	Iteration 48Q: 3 clusters Score -1747746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1747803.375000 Penalty: 4649.961426
	Iteration 49Q: 3 clusters Score -1747803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1747851.750000 Penalty: 4649.961426
	Iteration 50Q: 3 clusters Score -1747852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1747884.375000 Penalty: 4649.961426
	Iteration 51Q: 3 clusters Score -1747884 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1747914.250000 Penalty: 4649.961426
	Iteration 52Q: 3 clusters Score -1747914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1747939.000000 Penalty: 4649.961426
	Iteration 53Q: 3 clusters Score -1747939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1747956.750000 Penalty: 4649.961426
	Iteration 54Q: 3 clusters Score -1747957 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1747978.125000 Penalty: 4649.961426
	Iteration 55Q: 3 clusters Score -1747978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1747999.250000 Penalty: 4649.961426
	Iteration 56Q: 3 clusters Score -1747999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1748012.375000 Penalty: 4649.961426
	Iteration 57Q: 3 clusters Score -1748012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1748030.250000 Penalty: 4649.961426
	Iteration 58Q: 3 clusters Score -1748030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1748051.375000 Penalty: 4649.961426
	Iteration 59Q: 3 clusters Score -1748051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1748063.500000 Penalty: 4649.961426
	Iteration 60F: 3 clusters Score -1748064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1748076.875000 Penalty: 4649.961426
	Iteration 61Q: 3 clusters Score -1748077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1748086.125000 Penalty: 4649.961426
	Iteration 62Q: 3 clusters Score -1748086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1748097.750000 Penalty: 4649.961426
	Iteration 63Q: 3 clusters Score -1748098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1748105.375000 Penalty: 4649.961426
	Iteration 64Q: 3 clusters Score -1748105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1748112.875000 Penalty: 4649.961426
	Iteration 65Q: 3 clusters Score -1748113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1748116.375000 Penalty: 4649.961426
	Iteration 66Q: 3 clusters Score -1748116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1748122.625000 Penalty: 4649.961426
	Iteration 67Q: 3 clusters Score -1748123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1748120.875000 Penalty: 4649.961426
	Iteration 68Q: 3 clusters Score -1748121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1748124.375000 Penalty: 4649.961426
	Iteration 69Q: 3 clusters Score -1748124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1748127.875000 Penalty: 4649.961426
	Iteration 70Q: 3 clusters Score -1748128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1748127.875000 Penalty: 4649.961426
	Iteration 71Q: 3 clusters Score -1748128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1748129.750000 Penalty: 4649.961426
	Iteration 72Q: 3 clusters Score -1748130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1748131.875000 Penalty: 4649.961426
	Iteration 73Q: 3 clusters Score -1748132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1748134.125000 Penalty: 4649.961426
	Iteration 74Q: 3 clusters Score -1748134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1748134.125000 Penalty: 4649.961426
	Iteration 75F: 3 clusters Score -1748134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -422631.250000 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -422631.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -419396.968750 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -419397 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -420222.968750 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -420223 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -420592.843750 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -420592.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -420927.468750 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -420927.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -421232.968750 Penalty: 3982.437012
	Iteration 4F: 3 clusters Score -421233 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -421464.312500 Penalty: 3982.437012
	Iteration 5F: 3 clusters Score -421464.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -421645.343750 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -421645.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -421799.218750 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -421799.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -421962.718750 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -421962.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -422175.468750 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -422175.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -422442.718750 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -422442.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -422814.062500 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -422814.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -423016.562500 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -423016.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -423068.281250 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -423068.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -423087.375000 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -423087.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -423097.531250 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -423097.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -423104.843750 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -423104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -423111.687500 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -423111.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -423117.156250 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -423117.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -423129.343750 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -423129.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423135.343750 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -423135.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -423144.437500 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -423144.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -423151.781250 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -423151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -423154.968750 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -423155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -423156.093750 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -423156.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -423157.156250 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -423157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -423160.968750 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -423161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -423163.656250 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -423163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -423168.125000 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -423168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -423171.812500 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -423171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -423179.562500 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -423179.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -423188.875000 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -423188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -423194.218750 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -423194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -423197.937500 Penalty: 3982.437012
	Iteration 33Q: 3 clusters Score -423197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -423200.000000 Penalty: 3982.437012
	Iteration 34Q: 3 clusters Score -423200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -423203.000000 Penalty: 3982.437012
	Iteration 35Q: 3 clusters Score -423203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -423204.875000 Penalty: 3982.437012
	Iteration 36Q: 3 clusters Score -423204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -423204.875000 Penalty: 3982.437012
	Iteration 37F: 3 clusters Score -423204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68256 members 
Mstep: Class 5 contains 61219 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 1457 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 95536 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23325 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30095 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 18409 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Mstep: Class 48 contains 1612 members 
Entering Unmasked Estep 
Score: -115062696.000000 Penalty: 161847.281250
Splitting cluster 8 changes total score from -115063184.000000 to -115062696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Entering Unmasked Estep 
Score: -1940582.250000 Penalty: 2355.242920
	Iteration 0F: 2 clusters Score -1940582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1930886.875000 Penalty: 4710.485840
	Iteration 0F: 3 clusters Score -1930887 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1933996.250000 Penalty: 4710.485840
	Iteration 1F: 3 clusters Score -1933996 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1934474.500000 Penalty: 4710.485840
	Iteration 2F: 3 clusters Score -1934474 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1935004.250000 Penalty: 4710.485840
	Iteration 3F: 3 clusters Score -1935004 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1935677.000000 Penalty: 4710.485840
	Iteration 4F: 3 clusters Score -1935677 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1936611.125000 Penalty: 4710.485840
	Iteration 5F: 3 clusters Score -1936611 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1937647.500000 Penalty: 4710.485840
	Iteration 6F: 3 clusters Score -1937648 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1938384.375000 Penalty: 4710.485840
	Iteration 7F: 3 clusters Score -1938384 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1938787.000000 Penalty: 4710.485840
	Iteration 8Q: 3 clusters Score -1938787 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1939025.250000 Penalty: 4710.485840
	Iteration 9Q: 3 clusters Score -1939025 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1939188.750000 Penalty: 4710.485840
	Iteration 10Q: 3 clusters Score -1939189 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1939286.250000 Penalty: 4710.485840
	Iteration 11Q: 3 clusters Score -1939286 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1939372.750000 Penalty: 4710.485840
	Iteration 12Q: 3 clusters Score -1939373 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1939418.375000 Penalty: 4710.485840
	Iteration 13Q: 3 clusters Score -1939418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1939453.250000 Penalty: 4710.485840
	Iteration 14Q: 3 clusters Score -1939453 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1939485.500000 Penalty: 4710.485840
	Iteration 15Q: 3 clusters Score -1939486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1939511.875000 Penalty: 4710.485840
	Iteration 16Q: 3 clusters Score -1939512 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1939528.625000 Penalty: 4710.485840
	Iteration 17Q: 3 clusters Score -1939529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1939543.875000 Penalty: 4710.485840
	Iteration 18Q: 3 clusters Score -1939544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1939555.125000 Penalty: 4710.485840
	Iteration 19Q: 3 clusters Score -1939555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1939560.750000 Penalty: 4710.485840
	Iteration 20F: 3 clusters Score -1939561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1939572.875000 Penalty: 4710.485840
	Iteration 21Q: 3 clusters Score -1939573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1939588.875000 Penalty: 4710.485840
	Iteration 22Q: 3 clusters Score -1939589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1939594.375000 Penalty: 4710.485840
	Iteration 23Q: 3 clusters Score -1939594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1939604.750000 Penalty: 4710.485840
	Iteration 24Q: 3 clusters Score -1939605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1939607.750000 Penalty: 4710.485840
	Iteration 25Q: 3 clusters Score -1939608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1939615.250000 Penalty: 4710.485840
	Iteration 26Q: 3 clusters Score -1939615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1939618.750000 Penalty: 4710.485840
	Iteration 27Q: 3 clusters Score -1939619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1939623.875000 Penalty: 4710.485840
	Iteration 28Q: 3 clusters Score -1939624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1939625.000000 Penalty: 4710.485840
	Iteration 29Q: 3 clusters Score -1939625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1939629.875000 Penalty: 4710.485840
	Iteration 30Q: 3 clusters Score -1939630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1939639.875000 Penalty: 4710.485840
	Iteration 31Q: 3 clusters Score -1939640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1939642.500000 Penalty: 4710.485840
	Iteration 32Q: 3 clusters Score -1939642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1939645.875000 Penalty: 4710.485840
	Iteration 33Q: 3 clusters Score -1939646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1939656.250000 Penalty: 4710.485840
	Iteration 34Q: 3 clusters Score -1939656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1939662.250000 Penalty: 4710.485840
	Iteration 35Q: 3 clusters Score -1939662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1939677.125000 Penalty: 4710.485840
	Iteration 36Q: 3 clusters Score -1939677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1939688.125000 Penalty: 4710.485840
	Iteration 37Q: 3 clusters Score -1939688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1939698.500000 Penalty: 4710.485840
	Iteration 38Q: 3 clusters Score -1939698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1939708.125000 Penalty: 4710.485840
	Iteration 39Q: 3 clusters Score -1939708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1939722.000000 Penalty: 4710.485840
	Iteration 40F: 3 clusters Score -1939722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1939726.625000 Penalty: 4710.485840
	Iteration 41Q: 3 clusters Score -1939727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1939726.125000 Penalty: 4710.485840
	Iteration 42Q: 3 clusters Score -1939726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1939733.000000 Penalty: 4710.485840
	Iteration 43Q: 3 clusters Score -1939733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1939731.375000 Penalty: 4710.485840
	Iteration 44Q: 3 clusters Score -1939731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1939733.250000 Penalty: 4710.485840
	Iteration 45Q: 3 clusters Score -1939733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1939732.375000 Penalty: 4710.485840
	Iteration 46Q: 3 clusters Score -1939732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1939731.875000 Penalty: 4710.485840
	Iteration 47Q: 3 clusters Score -1939732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1939733.250000 Penalty: 4710.485840
	Iteration 48Q: 3 clusters Score -1939733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1939734.500000 Penalty: 4710.485840
	Iteration 49Q: 3 clusters Score -1939734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1939734.500000 Penalty: 4710.485840
	Iteration 50F: 3 clusters Score -1939734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Entering Unmasked Estep 
Score: -3212859.750000 Penalty: 2477.357178
	Iteration 0F: 2 clusters Score -3212860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3197606.250000 Penalty: 4954.714355
	Iteration 0F: 3 clusters Score -3197606 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3203141.500000 Penalty: 4954.714355
	Iteration 1F: 3 clusters Score -3203142 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3204103.250000 Penalty: 4954.714355
	Iteration 2F: 3 clusters Score -3204103 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3205220.750000 Penalty: 4954.714355
	Iteration 3F: 3 clusters Score -3205221 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3206362.000000 Penalty: 4954.714355
	Iteration 4F: 3 clusters Score -3206362 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3207277.000000 Penalty: 4954.714355
	Iteration 5F: 3 clusters Score -3207277 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3207886.750000 Penalty: 4954.714355
	Iteration 6F: 3 clusters Score -3207887 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -3208256.250000 Penalty: 4954.714355
	Iteration 7Q: 3 clusters Score -3208256 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -3208419.000000 Penalty: 4954.714355
	Iteration 8Q: 3 clusters Score -3208419 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -3208520.750000 Penalty: 4954.714355
	Iteration 9Q: 3 clusters Score -3208521 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -3208577.250000 Penalty: 4954.714355
	Iteration 10Q: 3 clusters Score -3208577 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3208605.750000 Penalty: 4954.714355
	Iteration 11Q: 3 clusters Score -3208606 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -3208645.750000 Penalty: 4954.714355
	Iteration 12Q: 3 clusters Score -3208646 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3208671.250000 Penalty: 4954.714355
	Iteration 13Q: 3 clusters Score -3208671 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3208698.500000 Penalty: 4954.714355
	Iteration 14Q: 3 clusters Score -3208698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3208721.750000 Penalty: 4954.714355
	Iteration 15Q: 3 clusters Score -3208722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3208735.250000 Penalty: 4954.714355
	Iteration 16Q: 3 clusters Score -3208735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -3208723.500000 Penalty: 4954.714355
	Iteration 17Q: 3 clusters Score -3208724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3208750.000000 Penalty: 4954.714355
	Iteration 18Q: 3 clusters Score -3208750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3208760.000000 Penalty: 4954.714355
	Iteration 19Q: 3 clusters Score -3208760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3208764.000000 Penalty: 4954.714355
	Iteration 20F: 3 clusters Score -3208764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -3208782.000000 Penalty: 4954.714355
	Iteration 21Q: 3 clusters Score -3208782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -3208779.250000 Penalty: 4954.714355
	Iteration 22Q: 3 clusters Score -3208779 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3208786.250000 Penalty: 4954.714355
	Iteration 23Q: 3 clusters Score -3208786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3208791.000000 Penalty: 4954.714355
	Iteration 24Q: 3 clusters Score -3208791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -3208812.500000 Penalty: 4954.714355
	Iteration 25Q: 3 clusters Score -3208812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -3208809.000000 Penalty: 4954.714355
	Iteration 26Q: 3 clusters Score -3208809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3208817.000000 Penalty: 4954.714355
	Iteration 27Q: 3 clusters Score -3208817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3208815.750000 Penalty: 4954.714355
	Iteration 28Q: 3 clusters Score -3208816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3208823.500000 Penalty: 4954.714355
	Iteration 29Q: 3 clusters Score -3208824 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3208829.000000 Penalty: 4954.714355
	Iteration 30Q: 3 clusters Score -3208829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3208822.250000 Penalty: 4954.714355
	Iteration 31Q: 3 clusters Score -3208822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -3208844.500000 Penalty: 4954.714355
	Iteration 32Q: 3 clusters Score -3208844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -3208855.000000 Penalty: 4954.714355
	Iteration 33Q: 3 clusters Score -3208855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3208862.250000 Penalty: 4954.714355
	Iteration 34Q: 3 clusters Score -3208862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -3208855.250000 Penalty: 4954.714355
	Iteration 35Q: 3 clusters Score -3208855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -3208868.250000 Penalty: 4954.714355
	Iteration 36Q: 3 clusters Score -3208868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3208885.000000 Penalty: 4954.714355
	Iteration 37Q: 3 clusters Score -3208885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -3208889.500000 Penalty: 4954.714355
	Iteration 38Q: 3 clusters Score -3208890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3208886.250000 Penalty: 4954.714355
	Iteration 39Q: 3 clusters Score -3208886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3208892.750000 Penalty: 4954.714355
	Iteration 40F: 3 clusters Score -3208893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3208899.000000 Penalty: 4954.714355
	Iteration 41Q: 3 clusters Score -3208899 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3208907.500000 Penalty: 4954.714355
	Iteration 42Q: 3 clusters Score -3208908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3208918.750000 Penalty: 4954.714355
	Iteration 43Q: 3 clusters Score -3208919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3208922.750000 Penalty: 4954.714355
	Iteration 44Q: 3 clusters Score -3208923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -3208924.000000 Penalty: 4954.714355
	Iteration 45Q: 3 clusters Score -3208924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -3208945.500000 Penalty: 4954.714355
	Iteration 46Q: 3 clusters Score -3208946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3208944.000000 Penalty: 4954.714355
	Iteration 47Q: 3 clusters Score -3208944 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3208956.250000 Penalty: 4954.714355
	Iteration 48Q: 3 clusters Score -3208956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -3208969.250000 Penalty: 4954.714355
	Iteration 49Q: 3 clusters Score -3208969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -3208987.250000 Penalty: 4954.714355
	Iteration 50Q: 3 clusters Score -3208987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3208992.000000 Penalty: 4954.714355
	Iteration 51Q: 3 clusters Score -3208992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -3209009.250000 Penalty: 4954.714355
	Iteration 52Q: 3 clusters Score -3209009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3209016.750000 Penalty: 4954.714355
	Iteration 53Q: 3 clusters Score -3209017 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3209036.250000 Penalty: 4954.714355
	Iteration 54Q: 3 clusters Score -3209036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3209043.000000 Penalty: 4954.714355
	Iteration 55Q: 3 clusters Score -3209043 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -3209058.000000 Penalty: 4954.714355
	Iteration 56Q: 3 clusters Score -3209058 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -3209069.750000 Penalty: 4954.714355
	Iteration 57Q: 3 clusters Score -3209070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3209098.250000 Penalty: 4954.714355
	Iteration 58Q: 3 clusters Score -3209098 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3209136.000000 Penalty: 4954.714355
	Iteration 59Q: 3 clusters Score -3209136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -3209181.500000 Penalty: 4954.714355
	Iteration 60F: 3 clusters Score -3209182 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3209237.500000 Penalty: 4954.714355
	Iteration 61Q: 3 clusters Score -3209238 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3209275.750000 Penalty: 4954.714355
	Iteration 62Q: 3 clusters Score -3209276 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -3209334.750000 Penalty: 4954.714355
	Iteration 63Q: 3 clusters Score -3209335 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3209396.250000 Penalty: 4954.714355
	Iteration 64Q: 3 clusters Score -3209396 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3209467.750000 Penalty: 4954.714355
	Iteration 65Q: 3 clusters Score -3209468 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3209528.500000 Penalty: 4954.714355
	Iteration 66Q: 3 clusters Score -3209528 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3209581.750000 Penalty: 4954.714355
	Iteration 67Q: 3 clusters Score -3209582 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3209657.250000 Penalty: 4954.714355
	Iteration 68Q: 3 clusters Score -3209657 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3209722.500000 Penalty: 4954.714355
	Iteration 69Q: 3 clusters Score -3209722 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3209820.250000 Penalty: 4954.714355
	Iteration 70Q: 3 clusters Score -3209820 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3209916.000000 Penalty: 4954.714355
	Iteration 71Q: 3 clusters Score -3209916 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3210008.750000 Penalty: 4954.714355
	Iteration 72Q: 3 clusters Score -3210009 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3210099.750000 Penalty: 4954.714355
	Iteration 73Q: 3 clusters Score -3210100 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3210213.000000 Penalty: 4954.714355
	Iteration 74Q: 3 clusters Score -3210213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3210286.750000 Penalty: 4954.714355
	Iteration 75Q: 3 clusters Score -3210287 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3210367.750000 Penalty: 4954.714355
	Iteration 76Q: 3 clusters Score -3210368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3210435.500000 Penalty: 4954.714355
	Iteration 77Q: 3 clusters Score -3210436 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3210519.250000 Penalty: 4954.714355
	Iteration 78Q: 3 clusters Score -3210519 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3210581.500000 Penalty: 4954.714355
	Iteration 79Q: 3 clusters Score -3210582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3210633.250000 Penalty: 4954.714355
	Iteration 80F: 3 clusters Score -3210633 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3210676.000000 Penalty: 4954.714355
	Iteration 81Q: 3 clusters Score -3210676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3210711.750000 Penalty: 4954.714355
	Iteration 82Q: 3 clusters Score -3210712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3210735.250000 Penalty: 4954.714355
	Iteration 83Q: 3 clusters Score -3210735 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3210759.500000 Penalty: 4954.714355
	Iteration 84Q: 3 clusters Score -3210760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3210776.750000 Penalty: 4954.714355
	Iteration 85Q: 3 clusters Score -3210777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3210804.000000 Penalty: 4954.714355
	Iteration 86Q: 3 clusters Score -3210804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3210820.500000 Penalty: 4954.714355
	Iteration 87Q: 3 clusters Score -3210820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3210830.500000 Penalty: 4954.714355
	Iteration 88Q: 3 clusters Score -3210830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3210837.750000 Penalty: 4954.714355
	Iteration 89Q: 3 clusters Score -3210838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3210838.250000 Penalty: 4954.714355
	Iteration 90Q: 3 clusters Score -3210838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3210840.750000 Penalty: 4954.714355
	Iteration 91Q: 3 clusters Score -3210841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3210853.500000 Penalty: 4954.714355
	Iteration 92Q: 3 clusters Score -3210854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3210845.750000 Penalty: 4954.714355
	Iteration 93Q: 3 clusters Score -3210846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3210849.000000 Penalty: 4954.714355
	Iteration 94Q: 3 clusters Score -3210849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3210849.500000 Penalty: 4954.714355
	Iteration 95Q: 3 clusters Score -3210850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3210850.750000 Penalty: 4954.714355
	Iteration 96Q: 3 clusters Score -3210851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3210855.250000 Penalty: 4954.714355
	Iteration 97Q: 3 clusters Score -3210855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3210858.000000 Penalty: 4954.714355
	Iteration 98Q: 3 clusters Score -3210858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3210860.500000 Penalty: 4954.714355
	Iteration 99Q: 3 clusters Score -3210860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3210865.000000 Penalty: 4954.714355
	Iteration 100F: 3 clusters Score -3210865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3210868.250000 Penalty: 4954.714355
	Iteration 101Q: 3 clusters Score -3210868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3210868.250000 Penalty: 4954.714355
	Iteration 102F: 3 clusters Score -3210868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Entering Unmasked Estep 
Score: -528967.875000 Penalty: 2072.891113
	Iteration 0F: 2 clusters Score -528967.9 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 2131 members 
Entering Unmasked Estep 
Score: -524970.062500 Penalty: 4145.782227
	Iteration 0F: 3 clusters Score -524970.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -526615.812500 Penalty: 4145.782227
	Iteration 1F: 3 clusters Score -526615.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -527524.687500 Penalty: 4145.782227
	Iteration 2F: 3 clusters Score -527524.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -527985.187500 Penalty: 4145.782227
	Iteration 3F: 3 clusters Score -527985.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -528248.937500 Penalty: 4145.782227
	Iteration 4F: 3 clusters Score -528248.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -528393.625000 Penalty: 4145.782227
	Iteration 5Q: 3 clusters Score -528393.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -528465.750000 Penalty: 4145.782227
	Iteration 6Q: 3 clusters Score -528465.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -528502.437500 Penalty: 4145.782227
	Iteration 7Q: 3 clusters Score -528502.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -528527.812500 Penalty: 4145.782227
	Iteration 8Q: 3 clusters Score -528527.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -528546.187500 Penalty: 4145.782227
	Iteration 9Q: 3 clusters Score -528546.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -528558.625000 Penalty: 4145.782227
	Iteration 10Q: 3 clusters Score -528558.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -528568.250000 Penalty: 4145.782227
	Iteration 11Q: 3 clusters Score -528568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -528579.625000 Penalty: 4145.782227
	Iteration 12Q: 3 clusters Score -528579.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -528595.562500 Penalty: 4145.782227
	Iteration 13Q: 3 clusters Score -528595.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -528610.687500 Penalty: 4145.782227
	Iteration 14Q: 3 clusters Score -528610.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -528622.250000 Penalty: 4145.782227
	Iteration 15Q: 3 clusters Score -528622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -528631.312500 Penalty: 4145.782227
	Iteration 16Q: 3 clusters Score -528631.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -528640.375000 Penalty: 4145.782227
	Iteration 17Q: 3 clusters Score -528640.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -528647.062500 Penalty: 4145.782227
	Iteration 18Q: 3 clusters Score -528647.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528656.250000 Penalty: 4145.782227
	Iteration 19Q: 3 clusters Score -528656.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -528661.312500 Penalty: 4145.782227
	Iteration 20F: 3 clusters Score -528661.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -528667.000000 Penalty: 4145.782227
	Iteration 21Q: 3 clusters Score -528667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -528669.562500 Penalty: 4145.782227
	Iteration 22Q: 3 clusters Score -528669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -528671.500000 Penalty: 4145.782227
	Iteration 23Q: 3 clusters Score -528671.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -528675.687500 Penalty: 4145.782227
	Iteration 24Q: 3 clusters Score -528675.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -528679.687500 Penalty: 4145.782227
	Iteration 25Q: 3 clusters Score -528679.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -528682.562500 Penalty: 4145.782227
	Iteration 26Q: 3 clusters Score -528682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -528683.250000 Penalty: 4145.782227
	Iteration 27Q: 3 clusters Score -528683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -528684.750000 Penalty: 4145.782227
	Iteration 28Q: 3 clusters Score -528684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -528686.500000 Penalty: 4145.782227
	Iteration 29Q: 3 clusters Score -528686.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -528690.625000 Penalty: 4145.782227
	Iteration 30Q: 3 clusters Score -528690.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -528693.437500 Penalty: 4145.782227
	Iteration 31Q: 3 clusters Score -528693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -528695.250000 Penalty: 4145.782227
	Iteration 32Q: 3 clusters Score -528695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -528696.250000 Penalty: 4145.782227
	Iteration 33Q: 3 clusters Score -528696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -528697.562500 Penalty: 4145.782227
	Iteration 34Q: 3 clusters Score -528697.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528698.375000 Penalty: 4145.782227
	Iteration 35Q: 3 clusters Score -528698.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -528699.812500 Penalty: 4145.782227
	Iteration 36Q: 3 clusters Score -528699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -528701.437500 Penalty: 4145.782227
	Iteration 37Q: 3 clusters Score -528701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -528702.000000 Penalty: 4145.782227
	Iteration 38Q: 3 clusters Score -528702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -528705.375000 Penalty: 4145.782227
	Iteration 39Q: 3 clusters Score -528705.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -528708.937500 Penalty: 4145.782227
	Iteration 40F: 3 clusters Score -528708.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -528714.312500 Penalty: 4145.782227
	Iteration 41Q: 3 clusters Score -528714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -528719.312500 Penalty: 4145.782227
	Iteration 42Q: 3 clusters Score -528719.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -528725.750000 Penalty: 4145.782227
	Iteration 43Q: 3 clusters Score -528725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -528727.750000 Penalty: 4145.782227
	Iteration 44Q: 3 clusters Score -528727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -528734.562500 Penalty: 4145.782227
	Iteration 45Q: 3 clusters Score -528734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -528739.875000 Penalty: 4145.782227
	Iteration 46Q: 3 clusters Score -528739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -528742.750000 Penalty: 4145.782227
	Iteration 47Q: 3 clusters Score -528742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -528743.937500 Penalty: 4145.782227
	Iteration 48Q: 3 clusters Score -528743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -528745.500000 Penalty: 4145.782227
	Iteration 49Q: 3 clusters Score -528745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -528747.875000 Penalty: 4145.782227
	Iteration 50Q: 3 clusters Score -528747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -528750.000000 Penalty: 4145.782227
	Iteration 51Q: 3 clusters Score -528750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -528752.625000 Penalty: 4145.782227
	Iteration 52Q: 3 clusters Score -528752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -528755.062500 Penalty: 4145.782227
	Iteration 53Q: 3 clusters Score -528755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -528757.375000 Penalty: 4145.782227
	Iteration 54Q: 3 clusters Score -528757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -528763.187500 Penalty: 4145.782227
	Iteration 55Q: 3 clusters Score -528763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -528768.250000 Penalty: 4145.782227
	Iteration 56Q: 3 clusters Score -528768.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -528773.687500 Penalty: 4145.782227
	Iteration 57Q: 3 clusters Score -528773.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -528779.812500 Penalty: 4145.782227
	Iteration 58Q: 3 clusters Score -528779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -528782.312500 Penalty: 4145.782227
	Iteration 59Q: 3 clusters Score -528782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -528785.750000 Penalty: 4145.782227
	Iteration 60F: 3 clusters Score -528785.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -528790.437500 Penalty: 4145.782227
	Iteration 61Q: 3 clusters Score -528790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -528792.750000 Penalty: 4145.782227
	Iteration 62Q: 3 clusters Score -528792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -528795.750000 Penalty: 4145.782227
	Iteration 63Q: 3 clusters Score -528795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -528799.250000 Penalty: 4145.782227
	Iteration 64Q: 3 clusters Score -528799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -528803.375000 Penalty: 4145.782227
	Iteration 65Q: 3 clusters Score -528803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -528807.000000 Penalty: 4145.782227
	Iteration 66Q: 3 clusters Score -528807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -528809.000000 Penalty: 4145.782227
	Iteration 67Q: 3 clusters Score -528809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -528814.250000 Penalty: 4145.782227
	Iteration 68Q: 3 clusters Score -528814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -528821.562500 Penalty: 4145.782227
	Iteration 69Q: 3 clusters Score -528821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -528827.375000 Penalty: 4145.782227
	Iteration 70Q: 3 clusters Score -528827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -528832.312500 Penalty: 4145.782227
	Iteration 71Q: 3 clusters Score -528832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -528837.125000 Penalty: 4145.782227
	Iteration 72Q: 3 clusters Score -528837.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -528841.812500 Penalty: 4145.782227
	Iteration 73Q: 3 clusters Score -528841.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -528845.312500 Penalty: 4145.782227
	Iteration 74Q: 3 clusters Score -528845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -528848.812500 Penalty: 4145.782227
	Iteration 75Q: 3 clusters Score -528848.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -528851.250000 Penalty: 4145.782227
	Iteration 76Q: 3 clusters Score -528851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -528853.437500 Penalty: 4145.782227
	Iteration 77Q: 3 clusters Score -528853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -528857.000000 Penalty: 4145.782227
	Iteration 78Q: 3 clusters Score -528857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -528859.562500 Penalty: 4145.782227
	Iteration 79Q: 3 clusters Score -528859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -528863.000000 Penalty: 4145.782227
	Iteration 80F: 3 clusters Score -528863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -528864.250000 Penalty: 4145.782227
	Iteration 81Q: 3 clusters Score -528864.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -528867.562500 Penalty: 4145.782227
	Iteration 82Q: 3 clusters Score -528867.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -528870.625000 Penalty: 4145.782227
	Iteration 83Q: 3 clusters Score -528870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -528872.000000 Penalty: 4145.782227
	Iteration 84Q: 3 clusters Score -528872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -528876.187500 Penalty: 4145.782227
	Iteration 85Q: 3 clusters Score -528876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -528879.812500 Penalty: 4145.782227
	Iteration 86Q: 3 clusters Score -528879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -528883.375000 Penalty: 4145.782227
	Iteration 87Q: 3 clusters Score -528883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -528883.250000 Penalty: 4145.782227
	Iteration 88Q: 3 clusters Score -528883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -528885.812500 Penalty: 4145.782227
	Iteration 89Q: 3 clusters Score -528885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -528886.375000 Penalty: 4145.782227
	Iteration 90Q: 3 clusters Score -528886.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -528886.375000 Penalty: 4145.782227
	Iteration 91F: 3 clusters Score -528886.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Entering Unmasked Estep 
Score: -14365032.000000 Penalty: 2843.880127
	Iteration 0F: 2 clusters Score -1.436503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -14301076.000000 Penalty: 5687.760254
	Iteration 0F: 3 clusters Score -1.430108e+07 nChanged 45106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -14326547.000000 Penalty: 5687.760254
	Iteration 1F: 3 clusters Score -1.432655e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -14327108.000000 Penalty: 5687.760254
	Iteration 2Q: 3 clusters Score -1.432711e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -14327696.000000 Penalty: 5687.760254
	Iteration 3Q: 3 clusters Score -1.43277e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -14328292.000000 Penalty: 5687.760254
	Iteration 4Q: 3 clusters Score -1.432829e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -14329021.000000 Penalty: 5687.760254
	Iteration 5Q: 3 clusters Score -1.432902e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -14329652.000000 Penalty: 5687.760254
	Iteration 6Q: 3 clusters Score -1.432965e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -14330315.000000 Penalty: 5687.760254
	Iteration 7Q: 3 clusters Score -1.433032e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -14331263.000000 Penalty: 5687.760254
	Iteration 8Q: 3 clusters Score -1.433126e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -14332324.000000 Penalty: 5687.760254
	Iteration 9Q: 3 clusters Score -1.433232e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -14333461.000000 Penalty: 5687.760254
	Iteration 10Q: 3 clusters Score -1.433346e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -14334800.000000 Penalty: 5687.760254
	Iteration 11Q: 3 clusters Score -1.43348e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 50707 members 
Entering Unmasked Estep 
Score: -14336775.000000 Penalty: 5687.760254
	Iteration 12Q: 3 clusters Score -1.433678e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -14339392.000000 Penalty: 5687.760254
	Iteration 13Q: 3 clusters Score -1.433939e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -14342554.000000 Penalty: 5687.760254
	Iteration 14Q: 3 clusters Score -1.434255e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -14345051.000000 Penalty: 5687.760254
	Iteration 15Q: 3 clusters Score -1.434505e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -14346394.000000 Penalty: 5687.760254
	Iteration 16Q: 3 clusters Score -1.434639e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -14347045.000000 Penalty: 5687.760254
	Iteration 17Q: 3 clusters Score -1.434704e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -14347464.000000 Penalty: 5687.760254
	Iteration 18Q: 3 clusters Score -1.434746e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -14347760.000000 Penalty: 5687.760254
	Iteration 19Q: 3 clusters Score -1.434776e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -14348157.000000 Penalty: 5687.760254
	Iteration 20F: 3 clusters Score -1.434816e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -14348502.000000 Penalty: 5687.760254
	Iteration 21Q: 3 clusters Score -1.43485e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -14348868.000000 Penalty: 5687.760254
	Iteration 22Q: 3 clusters Score -1.434887e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -14349455.000000 Penalty: 5687.760254
	Iteration 23Q: 3 clusters Score -1.434946e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -14349909.000000 Penalty: 5687.760254
	Iteration 24Q: 3 clusters Score -1.434991e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -14350526.000000 Penalty: 5687.760254
	Iteration 25Q: 3 clusters Score -1.435053e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -14351179.000000 Penalty: 5687.760254
	Iteration 26Q: 3 clusters Score -1.435118e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -14351819.000000 Penalty: 5687.760254
	Iteration 27Q: 3 clusters Score -1.435182e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 73033 members 
Entering Unmasked Estep 
Score: -14352526.000000 Penalty: 5687.760254
	Iteration 28Q: 3 clusters Score -1.435253e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -14353275.000000 Penalty: 5687.760254
	Iteration 29Q: 3 clusters Score -1.435328e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -14354019.000000 Penalty: 5687.760254
	Iteration 30Q: 3 clusters Score -1.435402e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -14354846.000000 Penalty: 5687.760254
	Iteration 31Q: 3 clusters Score -1.435485e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -14355605.000000 Penalty: 5687.760254
	Iteration 32Q: 3 clusters Score -1.43556e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -14356482.000000 Penalty: 5687.760254
	Iteration 33Q: 3 clusters Score -1.435648e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
Score: -14357244.000000 Penalty: 5687.760254
	Iteration 34Q: 3 clusters Score -1.435724e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -14357917.000000 Penalty: 5687.760254
	Iteration 35Q: 3 clusters Score -1.435792e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -14358530.000000 Penalty: 5687.760254
	Iteration 36Q: 3 clusters Score -1.435853e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -14359155.000000 Penalty: 5687.760254
	Iteration 37Q: 3 clusters Score -1.435916e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -14359606.000000 Penalty: 5687.760254
	Iteration 38Q: 3 clusters Score -1.435961e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -14360024.000000 Penalty: 5687.760254
	Iteration 39Q: 3 clusters Score -1.436002e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 90187 members 
Entering Unmasked Estep 
Score: -14360459.000000 Penalty: 5687.760254
	Iteration 40F: 3 clusters Score -1.436046e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -14360819.000000 Penalty: 5687.760254
	Iteration 41Q: 3 clusters Score -1.436082e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -14361196.000000 Penalty: 5687.760254
	Iteration 42Q: 3 clusters Score -1.43612e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 92243 members 
Entering Unmasked Estep 
Score: -14361451.000000 Penalty: 5687.760254
	Iteration 43Q: 3 clusters Score -1.436145e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -14361684.000000 Penalty: 5687.760254
	Iteration 44Q: 3 clusters Score -1.436168e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -14361839.000000 Penalty: 5687.760254
	Iteration 45Q: 3 clusters Score -1.436184e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -14362020.000000 Penalty: 5687.760254
	Iteration 46Q: 3 clusters Score -1.436202e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -14362160.000000 Penalty: 5687.760254
	Iteration 47Q: 3 clusters Score -1.436216e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -14362322.000000 Penalty: 5687.760254
	Iteration 48Q: 3 clusters Score -1.436232e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 94087 members 
Entering Unmasked Estep 
Score: -14362389.000000 Penalty: 5687.760254
	Iteration 49Q: 3 clusters Score -1.436239e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -14362476.000000 Penalty: 5687.760254
	Iteration 50Q: 3 clusters Score -1.436248e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94322 members 
Entering Unmasked Estep 
Score: -14362545.000000 Penalty: 5687.760254
	Iteration 51Q: 3 clusters Score -1.436254e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -14362612.000000 Penalty: 5687.760254
	Iteration 52Q: 3 clusters Score -1.436261e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -14362663.000000 Penalty: 5687.760254
	Iteration 53Q: 3 clusters Score -1.436266e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 94518 members 
Entering Unmasked Estep 
Score: -14362687.000000 Penalty: 5687.760254
	Iteration 54Q: 3 clusters Score -1.436269e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 94548 members 
Entering Unmasked Estep 
Score: -14362686.000000 Penalty: 5687.760254
	Iteration 55Q: 3 clusters Score -1.436269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -14362704.000000 Penalty: 5687.760254
	Iteration 56Q: 3 clusters Score -1.43627e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -14362704.000000 Penalty: 5687.760254
	Iteration 57Q: 3 clusters Score -1.43627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -14362701.000000 Penalty: 5687.760254
	Iteration 58Q: 3 clusters Score -1.43627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 94616 members 
Entering Unmasked Estep 
Score: -14362706.000000 Penalty: 5687.760254
	Iteration 59Q: 3 clusters Score -1.436271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 94624 members 
Entering Unmasked Estep 
Score: -14362717.000000 Penalty: 5687.760254
	Iteration 60F: 3 clusters Score -1.436272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -14362720.000000 Penalty: 5687.760254
	Iteration 61Q: 3 clusters Score -1.436272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 94640 members 
Entering Unmasked Estep 
Score: -14362718.000000 Penalty: 5687.760254
	Iteration 62Q: 3 clusters Score -1.436272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 94644 members 
Entering Unmasked Estep 
Score: -14362729.000000 Penalty: 5687.760254
	Iteration 63Q: 3 clusters Score -1.436273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 94651 members 
Entering Unmasked Estep 
Score: -14362738.000000 Penalty: 5687.760254
	Iteration 64Q: 3 clusters Score -1.436274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 94659 members 
Entering Unmasked Estep 
Score: -14362733.000000 Penalty: 5687.760254
	Iteration 65Q: 3 clusters Score -1.436273e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 94667 members 
Entering Unmasked Estep 
Score: -14362745.000000 Penalty: 5687.760254
	Iteration 66Q: 3 clusters Score -1.436274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -14362750.000000 Penalty: 5687.760254
	Iteration 67Q: 3 clusters Score -1.436275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -14362771.000000 Penalty: 5687.760254
	Iteration 68Q: 3 clusters Score -1.436277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -14362763.000000 Penalty: 5687.760254
	Iteration 69Q: 3 clusters Score -1.436276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 94691 members 
Entering Unmasked Estep 
Score: -14362767.000000 Penalty: 5687.760254
	Iteration 70Q: 3 clusters Score -1.436277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 94697 members 
Entering Unmasked Estep 
Score: -14362769.000000 Penalty: 5687.760254
	Iteration 71Q: 3 clusters Score -1.436277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -14362765.000000 Penalty: 5687.760254
	Iteration 72Q: 3 clusters Score -1.436276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -14362765.000000 Penalty: 5687.760254
	Iteration 73Q: 3 clusters Score -1.436276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -14362771.000000 Penalty: 5687.760254
	Iteration 74Q: 3 clusters Score -1.436277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -14362778.000000 Penalty: 5687.760254
	Iteration 75Q: 3 clusters Score -1.436278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -14362775.000000 Penalty: 5687.760254
	Iteration 76Q: 3 clusters Score -1.436278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -14362778.000000 Penalty: 5687.760254
	Iteration 77Q: 3 clusters Score -1.436278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -14362780.000000 Penalty: 5687.760254
	Iteration 78Q: 3 clusters Score -1.436278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 94723 members 
Entering Unmasked Estep 
Score: -14362780.000000 Penalty: 5687.760254
	Iteration 79F: 3 clusters Score -1.436278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -827582.937500 Penalty: 2146.450195
	Iteration 0F: 2 clusters Score -827582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -822571.812500 Penalty: 4292.900391
	Iteration 0F: 3 clusters Score -822571.8 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -823972.062500 Penalty: 4292.900391
	Iteration 1F: 3 clusters Score -823972.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -824350.937500 Penalty: 4292.900391
	Iteration 2F: 3 clusters Score -824350.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -824644.750000 Penalty: 4292.900391
	Iteration 3F: 3 clusters Score -824644.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -824836.062500 Penalty: 4292.900391
	Iteration 4F: 3 clusters Score -824836.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -824970.187500 Penalty: 4292.900391
	Iteration 5Q: 3 clusters Score -824970.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -825059.812500 Penalty: 4292.900391
	Iteration 6Q: 3 clusters Score -825059.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -825145.187500 Penalty: 4292.900391
	Iteration 7Q: 3 clusters Score -825145.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -825217.375000 Penalty: 4292.900391
	Iteration 8Q: 3 clusters Score -825217.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -825275.437500 Penalty: 4292.900391
	Iteration 9Q: 3 clusters Score -825275.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -825328.125000 Penalty: 4292.900391
	Iteration 10Q: 3 clusters Score -825328.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825377.437500 Penalty: 4292.900391
	Iteration 11Q: 3 clusters Score -825377.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -825439.062500 Penalty: 4292.900391
	Iteration 12Q: 3 clusters Score -825439.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -825490.812500 Penalty: 4292.900391
	Iteration 13Q: 3 clusters Score -825490.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -825544.937500 Penalty: 4292.900391
	Iteration 14Q: 3 clusters Score -825544.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -825590.687500 Penalty: 4292.900391
	Iteration 15Q: 3 clusters Score -825590.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -825636.375000 Penalty: 4292.900391
	Iteration 16Q: 3 clusters Score -825636.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -825680.187500 Penalty: 4292.900391
	Iteration 17Q: 3 clusters Score -825680.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -825716.937500 Penalty: 4292.900391
	Iteration 18Q: 3 clusters Score -825716.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -825752.250000 Penalty: 4292.900391
	Iteration 19Q: 3 clusters Score -825752.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -825781.937500 Penalty: 4292.900391
	Iteration 20F: 3 clusters Score -825781.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -825801.687500 Penalty: 4292.900391
	Iteration 21Q: 3 clusters Score -825801.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -825818.062500 Penalty: 4292.900391
	Iteration 22Q: 3 clusters Score -825818.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -825829.625000 Penalty: 4292.900391
	Iteration 23Q: 3 clusters Score -825829.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -825837.812500 Penalty: 4292.900391
	Iteration 24Q: 3 clusters Score -825837.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825840.062500 Penalty: 4292.900391
	Iteration 25Q: 3 clusters Score -825840.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825842.250000 Penalty: 4292.900391
	Iteration 26Q: 3 clusters Score -825842.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -825843.750000 Penalty: 4292.900391
	Iteration 27Q: 3 clusters Score -825843.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -825847.625000 Penalty: 4292.900391
	Iteration 28Q: 3 clusters Score -825847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -825849.562500 Penalty: 4292.900391
	Iteration 29Q: 3 clusters Score -825849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -825850.437500 Penalty: 4292.900391
	Iteration 30Q: 3 clusters Score -825850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -825850.500000 Penalty: 4292.900391
	Iteration 31Q: 3 clusters Score -825850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -825850.625000 Penalty: 4292.900391
	Iteration 32Q: 3 clusters Score -825850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -825851.125000 Penalty: 4292.900391
	Iteration 33Q: 3 clusters Score -825851.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -825851.125000 Penalty: 4292.900391
	Iteration 34F: 3 clusters Score -825851.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Entering Unmasked Estep 
Score: -2134115.500000 Penalty: 2375.232422
	Iteration 0F: 2 clusters Score -2134116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2123644.750000 Penalty: 4750.464844
	Iteration 0F: 3 clusters Score -2123645 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2127069.750000 Penalty: 4750.464844
	Iteration 1F: 3 clusters Score -2127070 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2127618.000000 Penalty: 4750.464844
	Iteration 2F: 3 clusters Score -2127618 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2128167.000000 Penalty: 4750.464844
	Iteration 3F: 3 clusters Score -2128167 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2128698.000000 Penalty: 4750.464844
	Iteration 4F: 3 clusters Score -2128698 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2129240.500000 Penalty: 4750.464844
	Iteration 5F: 3 clusters Score -2129240 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2129768.250000 Penalty: 4750.464844
	Iteration 6F: 3 clusters Score -2129768 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2130140.500000 Penalty: 4750.464844
	Iteration 7Q: 3 clusters Score -2130140 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2130402.000000 Penalty: 4750.464844
	Iteration 8Q: 3 clusters Score -2130402 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2130598.000000 Penalty: 4750.464844
	Iteration 9Q: 3 clusters Score -2130598 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2130712.250000 Penalty: 4750.464844
	Iteration 10Q: 3 clusters Score -2130712 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2130813.750000 Penalty: 4750.464844
	Iteration 11Q: 3 clusters Score -2130814 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2130881.250000 Penalty: 4750.464844
	Iteration 12Q: 3 clusters Score -2130881 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2130938.000000 Penalty: 4750.464844
	Iteration 13Q: 3 clusters Score -2130938 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2130991.500000 Penalty: 4750.464844
	Iteration 14Q: 3 clusters Score -2130992 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2131045.500000 Penalty: 4750.464844
	Iteration 15Q: 3 clusters Score -2131046 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -2131103.500000 Penalty: 4750.464844
	Iteration 16Q: 3 clusters Score -2131104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2131158.750000 Penalty: 4750.464844
	Iteration 17Q: 3 clusters Score -2131159 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2131228.750000 Penalty: 4750.464844
	Iteration 18Q: 3 clusters Score -2131229 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2131275.250000 Penalty: 4750.464844
	Iteration 19Q: 3 clusters Score -2131275 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2131330.250000 Penalty: 4750.464844
	Iteration 20F: 3 clusters Score -2131330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2131371.250000 Penalty: 4750.464844
	Iteration 21Q: 3 clusters Score -2131371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2131421.750000 Penalty: 4750.464844
	Iteration 22Q: 3 clusters Score -2131422 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2131464.750000 Penalty: 4750.464844
	Iteration 23Q: 3 clusters Score -2131465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2131500.750000 Penalty: 4750.464844
	Iteration 24Q: 3 clusters Score -2131501 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2131540.000000 Penalty: 4750.464844
	Iteration 25Q: 3 clusters Score -2131540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2131566.750000 Penalty: 4750.464844
	Iteration 26Q: 3 clusters Score -2131567 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2131598.500000 Penalty: 4750.464844
	Iteration 27Q: 3 clusters Score -2131598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2131625.750000 Penalty: 4750.464844
	Iteration 28Q: 3 clusters Score -2131626 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2131648.750000 Penalty: 4750.464844
	Iteration 29Q: 3 clusters Score -2131649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2131675.500000 Penalty: 4750.464844
	Iteration 30Q: 3 clusters Score -2131676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2131707.250000 Penalty: 4750.464844
	Iteration 31Q: 3 clusters Score -2131707 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2131728.000000 Penalty: 4750.464844
	Iteration 32Q: 3 clusters Score -2131728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2131760.500000 Penalty: 4750.464844
	Iteration 33Q: 3 clusters Score -2131760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -2131794.000000 Penalty: 4750.464844
	Iteration 34Q: 3 clusters Score -2131794 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2131831.250000 Penalty: 4750.464844
	Iteration 35Q: 3 clusters Score -2131831 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2131875.250000 Penalty: 4750.464844
	Iteration 36Q: 3 clusters Score -2131875 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -2131913.750000 Penalty: 4750.464844
	Iteration 37Q: 3 clusters Score -2131914 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2131969.500000 Penalty: 4750.464844
	Iteration 38Q: 3 clusters Score -2131970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2132034.250000 Penalty: 4750.464844
	Iteration 39Q: 3 clusters Score -2132034 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2132141.250000 Penalty: 4750.464844
	Iteration 40F: 3 clusters Score -2132141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2132277.000000 Penalty: 4750.464844
	Iteration 41Q: 3 clusters Score -2132277 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2132431.750000 Penalty: 4750.464844
	Iteration 42Q: 3 clusters Score -2132432 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2132571.250000 Penalty: 4750.464844
	Iteration 43Q: 3 clusters Score -2132571 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2132687.500000 Penalty: 4750.464844
	Iteration 44Q: 3 clusters Score -2132688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2132756.000000 Penalty: 4750.464844
	Iteration 45Q: 3 clusters Score -2132756 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2132817.000000 Penalty: 4750.464844
	Iteration 46Q: 3 clusters Score -2132817 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2132852.500000 Penalty: 4750.464844
	Iteration 47Q: 3 clusters Score -2132852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2132885.000000 Penalty: 4750.464844
	Iteration 48Q: 3 clusters Score -2132885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2132913.000000 Penalty: 4750.464844
	Iteration 49Q: 3 clusters Score -2132913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2132941.500000 Penalty: 4750.464844
	Iteration 50Q: 3 clusters Score -2132942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2132966.000000 Penalty: 4750.464844
	Iteration 51Q: 3 clusters Score -2132966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2132982.750000 Penalty: 4750.464844
	Iteration 52Q: 3 clusters Score -2132983 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2132990.500000 Penalty: 4750.464844
	Iteration 53Q: 3 clusters Score -2132990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2133011.500000 Penalty: 4750.464844
	Iteration 54Q: 3 clusters Score -2133012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2133022.250000 Penalty: 4750.464844
	Iteration 55Q: 3 clusters Score -2133022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2133037.250000 Penalty: 4750.464844
	Iteration 56Q: 3 clusters Score -2133037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2133059.750000 Penalty: 4750.464844
	Iteration 57Q: 3 clusters Score -2133060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2133065.250000 Penalty: 4750.464844
	Iteration 58Q: 3 clusters Score -2133065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2133085.000000 Penalty: 4750.464844
	Iteration 59Q: 3 clusters Score -2133085 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2133090.000000 Penalty: 4750.464844
	Iteration 60F: 3 clusters Score -2133090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2133099.500000 Penalty: 4750.464844
	Iteration 61Q: 3 clusters Score -2133100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2133104.000000 Penalty: 4750.464844
	Iteration 62Q: 3 clusters Score -2133104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2133108.750000 Penalty: 4750.464844
	Iteration 63Q: 3 clusters Score -2133109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2133111.000000 Penalty: 4750.464844
	Iteration 64Q: 3 clusters Score -2133111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2133112.750000 Penalty: 4750.464844
	Iteration 65Q: 3 clusters Score -2133113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2133120.000000 Penalty: 4750.464844
	Iteration 66Q: 3 clusters Score -2133120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2133125.000000 Penalty: 4750.464844
	Iteration 67Q: 3 clusters Score -2133125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2133124.000000 Penalty: 4750.464844
	Iteration 68Q: 3 clusters Score -2133124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2133125.000000 Penalty: 4750.464844
	Iteration 69Q: 3 clusters Score -2133125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2133125.250000 Penalty: 4750.464844
	Iteration 70Q: 3 clusters Score -2133125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2133130.000000 Penalty: 4750.464844
	Iteration 71Q: 3 clusters Score -2133130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2133130.500000 Penalty: 4750.464844
	Iteration 72Q: 3 clusters Score -2133130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2133126.000000 Penalty: 4750.464844
	Iteration 73Q: 3 clusters Score -2133126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2133125.000000 Penalty: 4750.464844
	Iteration 74Q: 3 clusters Score -2133125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2133126.750000 Penalty: 4750.464844
	Iteration 75Q: 3 clusters Score -2133127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2133125.000000 Penalty: 4750.464844
	Iteration 76Q: 3 clusters Score -2133125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2133131.750000 Penalty: 4750.464844
	Iteration 77Q: 3 clusters Score -2133132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2133127.750000 Penalty: 4750.464844
	Iteration 78Q: 3 clusters Score -2133128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2133127.750000 Penalty: 4750.464844
	Iteration 79F: 3 clusters Score -2133128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Entering Unmasked Estep 
Score: -2181727.000000 Penalty: 2398.530273
	Iteration 0F: 2 clusters Score -2181727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2170332.000000 Penalty: 4797.060547
	Iteration 0F: 3 clusters Score -2170332 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2174300.000000 Penalty: 4797.060547
	Iteration 1F: 3 clusters Score -2174300 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2175050.500000 Penalty: 4797.060547
	Iteration 2F: 3 clusters Score -2175050 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2175828.750000 Penalty: 4797.060547
	Iteration 3F: 3 clusters Score -2175829 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -2176581.500000 Penalty: 4797.060547
	Iteration 4F: 3 clusters Score -2176582 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2177200.250000 Penalty: 4797.060547
	Iteration 5F: 3 clusters Score -2177200 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2177724.750000 Penalty: 4797.060547
	Iteration 6F: 3 clusters Score -2177725 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2178117.000000 Penalty: 4797.060547
	Iteration 7Q: 3 clusters Score -2178117 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2178375.500000 Penalty: 4797.060547
	Iteration 8Q: 3 clusters Score -2178376 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2178555.500000 Penalty: 4797.060547
	Iteration 9Q: 3 clusters Score -2178556 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2178671.500000 Penalty: 4797.060547
	Iteration 10Q: 3 clusters Score -2178672 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2178777.750000 Penalty: 4797.060547
	Iteration 11Q: 3 clusters Score -2178778 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2178874.000000 Penalty: 4797.060547
	Iteration 12Q: 3 clusters Score -2178874 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2178952.500000 Penalty: 4797.060547
	Iteration 13Q: 3 clusters Score -2178952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2179043.750000 Penalty: 4797.060547
	Iteration 14Q: 3 clusters Score -2179044 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2179124.750000 Penalty: 4797.060547
	Iteration 15Q: 3 clusters Score -2179125 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2179207.250000 Penalty: 4797.060547
	Iteration 16Q: 3 clusters Score -2179207 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2179272.500000 Penalty: 4797.060547
	Iteration 17Q: 3 clusters Score -2179272 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2179327.500000 Penalty: 4797.060547
	Iteration 18Q: 3 clusters Score -2179328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2179375.250000 Penalty: 4797.060547
	Iteration 19Q: 3 clusters Score -2179375 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2179414.250000 Penalty: 4797.060547
	Iteration 20F: 3 clusters Score -2179414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2179451.250000 Penalty: 4797.060547
	Iteration 21Q: 3 clusters Score -2179451 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2179503.000000 Penalty: 4797.060547
	Iteration 22Q: 3 clusters Score -2179503 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2179569.750000 Penalty: 4797.060547
	Iteration 23Q: 3 clusters Score -2179570 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2179620.750000 Penalty: 4797.060547
	Iteration 24Q: 3 clusters Score -2179621 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2179668.000000 Penalty: 4797.060547
	Iteration 25Q: 3 clusters Score -2179668 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2179736.000000 Penalty: 4797.060547
	Iteration 26Q: 3 clusters Score -2179736 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -2179793.250000 Penalty: 4797.060547
	Iteration 27Q: 3 clusters Score -2179793 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2179862.250000 Penalty: 4797.060547
	Iteration 28Q: 3 clusters Score -2179862 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2179926.000000 Penalty: 4797.060547
	Iteration 29Q: 3 clusters Score -2179926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2179974.250000 Penalty: 4797.060547
	Iteration 30Q: 3 clusters Score -2179974 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2180033.250000 Penalty: 4797.060547
	Iteration 31Q: 3 clusters Score -2180033 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2180079.000000 Penalty: 4797.060547
	Iteration 32Q: 3 clusters Score -2180079 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2180131.000000 Penalty: 4797.060547
	Iteration 33Q: 3 clusters Score -2180131 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2180173.750000 Penalty: 4797.060547
	Iteration 34Q: 3 clusters Score -2180174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2180214.500000 Penalty: 4797.060547
	Iteration 35Q: 3 clusters Score -2180214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2180256.750000 Penalty: 4797.060547
	Iteration 36Q: 3 clusters Score -2180257 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2180286.000000 Penalty: 4797.060547
	Iteration 37Q: 3 clusters Score -2180286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2180304.750000 Penalty: 4797.060547
	Iteration 38Q: 3 clusters Score -2180305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2180322.000000 Penalty: 4797.060547
	Iteration 39Q: 3 clusters Score -2180322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2180344.500000 Penalty: 4797.060547
	Iteration 40F: 3 clusters Score -2180344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2180363.750000 Penalty: 4797.060547
	Iteration 41Q: 3 clusters Score -2180364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2180387.500000 Penalty: 4797.060547
	Iteration 42Q: 3 clusters Score -2180388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2180403.500000 Penalty: 4797.060547
	Iteration 43Q: 3 clusters Score -2180404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2180413.000000 Penalty: 4797.060547
	Iteration 44Q: 3 clusters Score -2180413 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2180434.000000 Penalty: 4797.060547
	Iteration 45Q: 3 clusters Score -2180434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2180452.250000 Penalty: 4797.060547
	Iteration 46Q: 3 clusters Score -2180452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2180470.750000 Penalty: 4797.060547
	Iteration 47Q: 3 clusters Score -2180471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2180486.250000 Penalty: 4797.060547
	Iteration 48Q: 3 clusters Score -2180486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2180516.500000 Penalty: 4797.060547
	Iteration 49Q: 3 clusters Score -2180516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2180535.000000 Penalty: 4797.060547
	Iteration 50Q: 3 clusters Score -2180535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2180551.500000 Penalty: 4797.060547
	Iteration 51Q: 3 clusters Score -2180552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2180572.500000 Penalty: 4797.060547
	Iteration 52Q: 3 clusters Score -2180572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2180587.000000 Penalty: 4797.060547
	Iteration 53Q: 3 clusters Score -2180587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2180594.500000 Penalty: 4797.060547
	Iteration 54Q: 3 clusters Score -2180594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2180605.500000 Penalty: 4797.060547
	Iteration 55Q: 3 clusters Score -2180606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2180607.000000 Penalty: 4797.060547
	Iteration 56Q: 3 clusters Score -2180607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2180608.000000 Penalty: 4797.060547
	Iteration 57Q: 3 clusters Score -2180608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2180607.250000 Penalty: 4797.060547
	Iteration 58Q: 3 clusters Score -2180607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2180616.500000 Penalty: 4797.060547
	Iteration 59Q: 3 clusters Score -2180616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2180622.750000 Penalty: 4797.060547
	Iteration 60F: 3 clusters Score -2180623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2180629.000000 Penalty: 4797.060547
	Iteration 61Q: 3 clusters Score -2180629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2180631.750000 Penalty: 4797.060547
	Iteration 62Q: 3 clusters Score -2180632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2180640.000000 Penalty: 4797.060547
	Iteration 63Q: 3 clusters Score -2180640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2180646.000000 Penalty: 4797.060547
	Iteration 64Q: 3 clusters Score -2180646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2180648.750000 Penalty: 4797.060547
	Iteration 65Q: 3 clusters Score -2180649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2180657.250000 Penalty: 4797.060547
	Iteration 66Q: 3 clusters Score -2180657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2180655.750000 Penalty: 4797.060547
	Iteration 67Q: 3 clusters Score -2180656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2180659.500000 Penalty: 4797.060547
	Iteration 68Q: 3 clusters Score -2180660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2180661.250000 Penalty: 4797.060547
	Iteration 69Q: 3 clusters Score -2180661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2180664.250000 Penalty: 4797.060547
	Iteration 70Q: 3 clusters Score -2180664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2180662.750000 Penalty: 4797.060547
	Iteration 71Q: 3 clusters Score -2180663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2180661.500000 Penalty: 4797.060547
	Iteration 72Q: 3 clusters Score -2180662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2180661.500000 Penalty: 4797.060547
	Iteration 73F: 3 clusters Score -2180662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -134120.640625 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -134120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -132169.640625 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -132169.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -132482.125000 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -132482.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -132623.000000 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -132623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132763.640625 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -132763.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -132919.562500 Penalty: 3416.731934
	Iteration 4F: 3 clusters Score -132919.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -133150.265625 Penalty: 3416.731934
	Iteration 5F: 3 clusters Score -133150.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133303.562500 Penalty: 3416.731934
	Iteration 6F: 3 clusters Score -133303.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133362.609375 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -133362.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -133406.828125 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -133406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -133443.109375 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -133443.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -133476.312500 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -133476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -133487.140625 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -133487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -133492.828125 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -133492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133503.203125 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -133503.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -133519.718750 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -133519.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -133531.390625 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -133531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -133537.484375 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -133537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133545.078125 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -133545.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133550.250000 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -133550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133551.328125 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -133551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -133551.328125 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -133551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1343511.125000 Penalty: 2262.107178
	Iteration 0F: 2 clusters Score -1343511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1336416.125000 Penalty: 4524.214355
	Iteration 0F: 3 clusters Score -1336416 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1338394.375000 Penalty: 4524.214355
	Iteration 1F: 3 clusters Score -1338394 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1338683.875000 Penalty: 4524.214355
	Iteration 2F: 3 clusters Score -1338684 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1338852.875000 Penalty: 4524.214355
	Iteration 3Q: 3 clusters Score -1338853 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1338972.500000 Penalty: 4524.214355
	Iteration 4Q: 3 clusters Score -1338972 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1339075.250000 Penalty: 4524.214355
	Iteration 5Q: 3 clusters Score -1339075 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1339165.875000 Penalty: 4524.214355
	Iteration 6Q: 3 clusters Score -1339166 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1339241.500000 Penalty: 4524.214355
	Iteration 7Q: 3 clusters Score -1339242 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1339315.000000 Penalty: 4524.214355
	Iteration 8Q: 3 clusters Score -1339315 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1339377.500000 Penalty: 4524.214355
	Iteration 9Q: 3 clusters Score -1339378 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1339447.750000 Penalty: 4524.214355
	Iteration 10Q: 3 clusters Score -1339448 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1339522.500000 Penalty: 4524.214355
	Iteration 11Q: 3 clusters Score -1339522 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1339602.125000 Penalty: 4524.214355
	Iteration 12Q: 3 clusters Score -1339602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1339682.875000 Penalty: 4524.214355
	Iteration 13Q: 3 clusters Score -1339683 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1339758.875000 Penalty: 4524.214355
	Iteration 14Q: 3 clusters Score -1339759 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1339840.375000 Penalty: 4524.214355
	Iteration 15Q: 3 clusters Score -1339840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1339931.875000 Penalty: 4524.214355
	Iteration 16Q: 3 clusters Score -1339932 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1340026.500000 Penalty: 4524.214355
	Iteration 17Q: 3 clusters Score -1340026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1340134.625000 Penalty: 4524.214355
	Iteration 18Q: 3 clusters Score -1340135 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1340223.375000 Penalty: 4524.214355
	Iteration 19Q: 3 clusters Score -1340223 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1340325.375000 Penalty: 4524.214355
	Iteration 20F: 3 clusters Score -1340325 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1340420.250000 Penalty: 4524.214355
	Iteration 21Q: 3 clusters Score -1340420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1340518.375000 Penalty: 4524.214355
	Iteration 22Q: 3 clusters Score -1340518 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1340611.250000 Penalty: 4524.214355
	Iteration 23Q: 3 clusters Score -1340611 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1340737.125000 Penalty: 4524.214355
	Iteration 24Q: 3 clusters Score -1340737 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1340872.625000 Penalty: 4524.214355
	Iteration 25Q: 3 clusters Score -1340873 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1341006.000000 Penalty: 4524.214355
	Iteration 26Q: 3 clusters Score -1341006 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1341102.375000 Penalty: 4524.214355
	Iteration 27Q: 3 clusters Score -1341102 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1341176.250000 Penalty: 4524.214355
	Iteration 28Q: 3 clusters Score -1341176 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1341255.250000 Penalty: 4524.214355
	Iteration 29Q: 3 clusters Score -1341255 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1341313.250000 Penalty: 4524.214355
	Iteration 30Q: 3 clusters Score -1341313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1341368.625000 Penalty: 4524.214355
	Iteration 31Q: 3 clusters Score -1341369 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1341410.625000 Penalty: 4524.214355
	Iteration 32Q: 3 clusters Score -1341411 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1341444.625000 Penalty: 4524.214355
	Iteration 33Q: 3 clusters Score -1341445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1341467.375000 Penalty: 4524.214355
	Iteration 34Q: 3 clusters Score -1341467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1341486.375000 Penalty: 4524.214355
	Iteration 35Q: 3 clusters Score -1341486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1341500.500000 Penalty: 4524.214355
	Iteration 36Q: 3 clusters Score -1341500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1341516.500000 Penalty: 4524.214355
	Iteration 37Q: 3 clusters Score -1341516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1341522.750000 Penalty: 4524.214355
	Iteration 38Q: 3 clusters Score -1341523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1341528.875000 Penalty: 4524.214355
	Iteration 39Q: 3 clusters Score -1341529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1341540.125000 Penalty: 4524.214355
	Iteration 40F: 3 clusters Score -1341540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1341550.375000 Penalty: 4524.214355
	Iteration 41Q: 3 clusters Score -1341550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1341563.375000 Penalty: 4524.214355
	Iteration 42Q: 3 clusters Score -1341563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1341568.625000 Penalty: 4524.214355
	Iteration 43Q: 3 clusters Score -1341569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1341577.125000 Penalty: 4524.214355
	Iteration 44Q: 3 clusters Score -1341577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1341581.625000 Penalty: 4524.214355
	Iteration 45Q: 3 clusters Score -1341582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1341582.250000 Penalty: 4524.214355
	Iteration 46Q: 3 clusters Score -1341582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1341582.500000 Penalty: 4524.214355
	Iteration 47Q: 3 clusters Score -1341582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1341583.000000 Penalty: 4524.214355
	Iteration 48Q: 3 clusters Score -1341583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1341586.500000 Penalty: 4524.214355
	Iteration 49Q: 3 clusters Score -1341586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1341586.500000 Penalty: 4524.214355
	Iteration 50Q: 3 clusters Score -1341586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1341586.500000 Penalty: 4524.214355
	Iteration 51F: 3 clusters Score -1341586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Entering Unmasked Estep 
Score: -1500721.250000 Penalty: 2290.457520
	Iteration 0F: 2 clusters Score -1500721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1492897.125000 Penalty: 4580.915039
	Iteration 0F: 3 clusters Score -1492897 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1495172.250000 Penalty: 4580.915039
	Iteration 1F: 3 clusters Score -1495172 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1495591.500000 Penalty: 4580.915039
	Iteration 2F: 3 clusters Score -1495592 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1495918.750000 Penalty: 4580.915039
	Iteration 3F: 3 clusters Score -1495919 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1496196.000000 Penalty: 4580.915039
	Iteration 4Q: 3 clusters Score -1496196 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1496470.625000 Penalty: 4580.915039
	Iteration 5Q: 3 clusters Score -1496471 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1496743.375000 Penalty: 4580.915039
	Iteration 6Q: 3 clusters Score -1496743 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1497051.750000 Penalty: 4580.915039
	Iteration 7Q: 3 clusters Score -1497052 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1497381.375000 Penalty: 4580.915039
	Iteration 8Q: 3 clusters Score -1497381 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1497698.375000 Penalty: 4580.915039
	Iteration 9Q: 3 clusters Score -1497698 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1498001.375000 Penalty: 4580.915039
	Iteration 10Q: 3 clusters Score -1498001 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1498282.375000 Penalty: 4580.915039
	Iteration 11Q: 3 clusters Score -1498282 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1498508.375000 Penalty: 4580.915039
	Iteration 12Q: 3 clusters Score -1498508 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1498729.375000 Penalty: 4580.915039
	Iteration 13Q: 3 clusters Score -1498729 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1498931.750000 Penalty: 4580.915039
	Iteration 14Q: 3 clusters Score -1498932 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1499060.000000 Penalty: 4580.915039
	Iteration 15Q: 3 clusters Score -1499060 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1499145.750000 Penalty: 4580.915039
	Iteration 16Q: 3 clusters Score -1499146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1499198.875000 Penalty: 4580.915039
	Iteration 17Q: 3 clusters Score -1499199 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1499241.875000 Penalty: 4580.915039
	Iteration 18Q: 3 clusters Score -1499242 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1499261.000000 Penalty: 4580.915039
	Iteration 19Q: 3 clusters Score -1499261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1499283.750000 Penalty: 4580.915039
	Iteration 20F: 3 clusters Score -1499284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1499293.625000 Penalty: 4580.915039
	Iteration 21Q: 3 clusters Score -1499294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1499297.000000 Penalty: 4580.915039
	Iteration 22Q: 3 clusters Score -1499297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1499298.500000 Penalty: 4580.915039
	Iteration 23Q: 3 clusters Score -1499298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1499303.750000 Penalty: 4580.915039
	Iteration 24Q: 3 clusters Score -1499304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1499307.250000 Penalty: 4580.915039
	Iteration 25Q: 3 clusters Score -1499307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1499308.250000 Penalty: 4580.915039
	Iteration 26Q: 3 clusters Score -1499308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1499311.750000 Penalty: 4580.915039
	Iteration 27Q: 3 clusters Score -1499312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1499318.125000 Penalty: 4580.915039
	Iteration 28Q: 3 clusters Score -1499318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1499315.625000 Penalty: 4580.915039
	Iteration 29Q: 3 clusters Score -1499316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1499317.750000 Penalty: 4580.915039
	Iteration 30Q: 3 clusters Score -1499318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1499321.750000 Penalty: 4580.915039
	Iteration 31Q: 3 clusters Score -1499322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1499327.625000 Penalty: 4580.915039
	Iteration 32Q: 3 clusters Score -1499328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1499328.500000 Penalty: 4580.915039
	Iteration 33Q: 3 clusters Score -1499328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1499329.750000 Penalty: 4580.915039
	Iteration 34Q: 3 clusters Score -1499330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1499329.125000 Penalty: 4580.915039
	Iteration 35Q: 3 clusters Score -1499329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1499328.500000 Penalty: 4580.915039
	Iteration 36Q: 3 clusters Score -1499328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1499330.375000 Penalty: 4580.915039
	Iteration 37Q: 3 clusters Score -1499330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1499331.625000 Penalty: 4580.915039
	Iteration 38Q: 3 clusters Score -1499332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1499329.625000 Penalty: 4580.915039
	Iteration 39Q: 3 clusters Score -1499330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1499329.625000 Penalty: 4580.915039
	Iteration 40F: 3 clusters Score -1499330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Entering Unmasked Estep 
Score: -11887082.000000 Penalty: 2798.962158
	Iteration 0F: 2 clusters Score -1.188708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -11833910.000000 Penalty: 5597.924316
	Iteration 0F: 3 clusters Score -1.183391e+07 nChanged 37381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -11854943.000000 Penalty: 5597.924316
	Iteration 1F: 3 clusters Score -1.185494e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -11855977.000000 Penalty: 5597.924316
	Iteration 2Q: 3 clusters Score -1.185598e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -11857221.000000 Penalty: 5597.924316
	Iteration 3Q: 3 clusters Score -1.185722e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -11858944.000000 Penalty: 5597.924316
	Iteration 4Q: 3 clusters Score -1.185894e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -11861524.000000 Penalty: 5597.924316
	Iteration 5F: 3 clusters Score -1.186152e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -11865339.000000 Penalty: 5597.924316
	Iteration 6F: 3 clusters Score -1.186534e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -11870190.000000 Penalty: 5597.924316
	Iteration 7F: 3 clusters Score -1.187019e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -11875419.000000 Penalty: 5597.924316
	Iteration 8F: 3 clusters Score -1.187542e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -11879903.000000 Penalty: 5597.924316
	Iteration 9F: 3 clusters Score -1.18799e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 76204 members 
Entering Unmasked Estep 
Score: -11882976.000000 Penalty: 5597.924316
	Iteration 10Q: 3 clusters Score -1.188298e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -11884572.000000 Penalty: 5597.924316
	Iteration 11Q: 3 clusters Score -1.188457e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -11885358.000000 Penalty: 5597.924316
	Iteration 12Q: 3 clusters Score -1.188536e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -11885734.000000 Penalty: 5597.924316
	Iteration 13Q: 3 clusters Score -1.188573e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -11885917.000000 Penalty: 5597.924316
	Iteration 14Q: 3 clusters Score -1.188592e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -11885961.000000 Penalty: 5597.924316
	Iteration 15Q: 3 clusters Score -1.188596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -11885998.000000 Penalty: 5597.924316
	Iteration 16Q: 3 clusters Score -1.1886e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -11885995.000000 Penalty: 5597.924316
	Iteration 17Q: 3 clusters Score -1.1886e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -11886005.000000 Penalty: 5597.924316
	Iteration 18Q: 3 clusters Score -1.1886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 78735 members 
Entering Unmasked Estep 
Score: -11886012.000000 Penalty: 5597.924316
	Iteration 19Q: 3 clusters Score -1.188601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -11886084.000000 Penalty: 5597.924316
	Iteration 20F: 3 clusters Score -1.188608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -11886072.000000 Penalty: 5597.924316
	Iteration 21Q: 3 clusters Score -1.188607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -11886092.000000 Penalty: 5597.924316
	Iteration 22Q: 3 clusters Score -1.188609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -11886085.000000 Penalty: 5597.924316
	Iteration 23Q: 3 clusters Score -1.188608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -11886091.000000 Penalty: 5597.924316
	Iteration 24Q: 3 clusters Score -1.188609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -11886095.000000 Penalty: 5597.924316
	Iteration 25Q: 3 clusters Score -1.18861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -11886107.000000 Penalty: 5597.924316
	Iteration 26Q: 3 clusters Score -1.188611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -11886106.000000 Penalty: 5597.924316
	Iteration 27Q: 3 clusters Score -1.188611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -11886106.000000 Penalty: 5597.924316
	Iteration 28F: 3 clusters Score -1.188611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1773690.125000 Penalty: 2328.987061
	Iteration 0F: 2 clusters Score -1773690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1764698.375000 Penalty: 4657.974121
	Iteration 0F: 3 clusters Score -1764698 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1767570.125000 Penalty: 4657.974121
	Iteration 1F: 3 clusters Score -1767570 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1768138.750000 Penalty: 4657.974121
	Iteration 2F: 3 clusters Score -1768139 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1768675.625000 Penalty: 4657.974121
	Iteration 3F: 3 clusters Score -1768676 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1769166.500000 Penalty: 4657.974121
	Iteration 4F: 3 clusters Score -1769166 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1769649.000000 Penalty: 4657.974121
	Iteration 5F: 3 clusters Score -1769649 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1770050.500000 Penalty: 4657.974121
	Iteration 6F: 3 clusters Score -1770050 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1770374.000000 Penalty: 4657.974121
	Iteration 7Q: 3 clusters Score -1770374 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1770647.000000 Penalty: 4657.974121
	Iteration 8Q: 3 clusters Score -1770647 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1770853.875000 Penalty: 4657.974121
	Iteration 9Q: 3 clusters Score -1770854 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1771007.875000 Penalty: 4657.974121
	Iteration 10Q: 3 clusters Score -1771008 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1771157.750000 Penalty: 4657.974121
	Iteration 11Q: 3 clusters Score -1771158 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1771274.250000 Penalty: 4657.974121
	Iteration 12Q: 3 clusters Score -1771274 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1771379.750000 Penalty: 4657.974121
	Iteration 13Q: 3 clusters Score -1771380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1771474.125000 Penalty: 4657.974121
	Iteration 14Q: 3 clusters Score -1771474 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1771570.375000 Penalty: 4657.974121
	Iteration 15Q: 3 clusters Score -1771570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1771666.375000 Penalty: 4657.974121
	Iteration 16Q: 3 clusters Score -1771666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1771736.500000 Penalty: 4657.974121
	Iteration 17Q: 3 clusters Score -1771736 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1771784.625000 Penalty: 4657.974121
	Iteration 18Q: 3 clusters Score -1771785 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1771830.500000 Penalty: 4657.974121
	Iteration 19Q: 3 clusters Score -1771830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1771870.625000 Penalty: 4657.974121
	Iteration 20F: 3 clusters Score -1771871 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1771901.500000 Penalty: 4657.974121
	Iteration 21Q: 3 clusters Score -1771902 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1771932.500000 Penalty: 4657.974121
	Iteration 22Q: 3 clusters Score -1771932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1771971.625000 Penalty: 4657.974121
	Iteration 23Q: 3 clusters Score -1771972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1771990.500000 Penalty: 4657.974121
	Iteration 24Q: 3 clusters Score -1771990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1772014.500000 Penalty: 4657.974121
	Iteration 25Q: 3 clusters Score -1772014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1772034.000000 Penalty: 4657.974121
	Iteration 26Q: 3 clusters Score -1772034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1772047.500000 Penalty: 4657.974121
	Iteration 27Q: 3 clusters Score -1772048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1772050.250000 Penalty: 4657.974121
	Iteration 28Q: 3 clusters Score -1772050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1772064.625000 Penalty: 4657.974121
	Iteration 29Q: 3 clusters Score -1772065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1772069.750000 Penalty: 4657.974121
	Iteration 30Q: 3 clusters Score -1772070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1772072.250000 Penalty: 4657.974121
	Iteration 31Q: 3 clusters Score -1772072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1772079.125000 Penalty: 4657.974121
	Iteration 32Q: 3 clusters Score -1772079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1772082.375000 Penalty: 4657.974121
	Iteration 33Q: 3 clusters Score -1772082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1772081.875000 Penalty: 4657.974121
	Iteration 34Q: 3 clusters Score -1772082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1772085.125000 Penalty: 4657.974121
	Iteration 35Q: 3 clusters Score -1772085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1772089.250000 Penalty: 4657.974121
	Iteration 36Q: 3 clusters Score -1772089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1772096.625000 Penalty: 4657.974121
	Iteration 37Q: 3 clusters Score -1772097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1772097.000000 Penalty: 4657.974121
	Iteration 38Q: 3 clusters Score -1772097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1772101.750000 Penalty: 4657.974121
	Iteration 39Q: 3 clusters Score -1772102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1772104.375000 Penalty: 4657.974121
	Iteration 40F: 3 clusters Score -1772104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1772108.125000 Penalty: 4657.974121
	Iteration 41Q: 3 clusters Score -1772108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1772111.625000 Penalty: 4657.974121
	Iteration 42Q: 3 clusters Score -1772112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1772112.375000 Penalty: 4657.974121
	Iteration 43Q: 3 clusters Score -1772112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1772118.125000 Penalty: 4657.974121
	Iteration 44Q: 3 clusters Score -1772118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1772117.875000 Penalty: 4657.974121
	Iteration 45Q: 3 clusters Score -1772118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1772123.500000 Penalty: 4657.974121
	Iteration 46Q: 3 clusters Score -1772124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1772123.500000 Penalty: 4657.974121
	Iteration 47Q: 3 clusters Score -1772124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1772124.250000 Penalty: 4657.974121
	Iteration 48Q: 3 clusters Score -1772124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1772126.250000 Penalty: 4657.974121
	Iteration 49Q: 3 clusters Score -1772126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1772127.500000 Penalty: 4657.974121
	Iteration 50Q: 3 clusters Score -1772128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1772129.375000 Penalty: 4657.974121
	Iteration 51Q: 3 clusters Score -1772129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1772133.375000 Penalty: 4657.974121
	Iteration 52Q: 3 clusters Score -1772133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1772138.000000 Penalty: 4657.974121
	Iteration 53Q: 3 clusters Score -1772138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1772141.250000 Penalty: 4657.974121
	Iteration 54Q: 3 clusters Score -1772141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1772144.125000 Penalty: 4657.974121
	Iteration 55Q: 3 clusters Score -1772144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1772147.500000 Penalty: 4657.974121
	Iteration 56Q: 3 clusters Score -1772148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1772145.000000 Penalty: 4657.974121
	Iteration 57Q: 3 clusters Score -1772145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1772146.750000 Penalty: 4657.974121
	Iteration 58Q: 3 clusters Score -1772147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1772149.375000 Penalty: 4657.974121
	Iteration 59Q: 3 clusters Score -1772149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1772150.000000 Penalty: 4657.974121
	Iteration 60F: 3 clusters Score -1772150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Entering Unmasked Estep 
Score: -3264643.750000 Penalty: 2494.205811
	Iteration 0F: 2 clusters Score -3264644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3248557.500000 Penalty: 4988.411621
	Iteration 0F: 3 clusters Score -3248558 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3254597.250000 Penalty: 4988.411621
	Iteration 1F: 3 clusters Score -3254597 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3255337.250000 Penalty: 4988.411621
	Iteration 2F: 3 clusters Score -3255337 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3256111.000000 Penalty: 4988.411621
	Iteration 3F: 3 clusters Score -3256111 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3256849.250000 Penalty: 4988.411621
	Iteration 4F: 3 clusters Score -3256849 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -3257561.500000 Penalty: 4988.411621
	Iteration 5F: 3 clusters Score -3257562 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -3258291.750000 Penalty: 4988.411621
	Iteration 6F: 3 clusters Score -3258292 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3258962.750000 Penalty: 4988.411621
	Iteration 7F: 3 clusters Score -3258963 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3259503.500000 Penalty: 4988.411621
	Iteration 8Q: 3 clusters Score -3259504 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3259967.250000 Penalty: 4988.411621
	Iteration 9Q: 3 clusters Score -3259967 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3260382.250000 Penalty: 4988.411621
	Iteration 10Q: 3 clusters Score -3260382 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3260717.500000 Penalty: 4988.411621
	Iteration 11Q: 3 clusters Score -3260718 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3260974.750000 Penalty: 4988.411621
	Iteration 12Q: 3 clusters Score -3260975 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3261225.500000 Penalty: 4988.411621
	Iteration 13Q: 3 clusters Score -3261226 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3261421.750000 Penalty: 4988.411621
	Iteration 14Q: 3 clusters Score -3261422 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3261596.000000 Penalty: 4988.411621
	Iteration 15Q: 3 clusters Score -3261596 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3261769.750000 Penalty: 4988.411621
	Iteration 16Q: 3 clusters Score -3261770 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3261901.250000 Penalty: 4988.411621
	Iteration 17Q: 3 clusters Score -3261901 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -3262025.500000 Penalty: 4988.411621
	Iteration 18Q: 3 clusters Score -3262026 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -3262147.000000 Penalty: 4988.411621
	Iteration 19Q: 3 clusters Score -3262147 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3262234.500000 Penalty: 4988.411621
	Iteration 20F: 3 clusters Score -3262234 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3262355.250000 Penalty: 4988.411621
	Iteration 21Q: 3 clusters Score -3262355 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3262432.000000 Penalty: 4988.411621
	Iteration 22Q: 3 clusters Score -3262432 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3262507.500000 Penalty: 4988.411621
	Iteration 23Q: 3 clusters Score -3262508 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3262577.000000 Penalty: 4988.411621
	Iteration 24Q: 3 clusters Score -3262577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3262644.500000 Penalty: 4988.411621
	Iteration 25Q: 3 clusters Score -3262644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -3262697.000000 Penalty: 4988.411621
	Iteration 26Q: 3 clusters Score -3262697 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3262748.500000 Penalty: 4988.411621
	Iteration 27Q: 3 clusters Score -3262748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3262793.000000 Penalty: 4988.411621
	Iteration 28Q: 3 clusters Score -3262793 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3262816.000000 Penalty: 4988.411621
	Iteration 29Q: 3 clusters Score -3262816 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -3262833.500000 Penalty: 4988.411621
	Iteration 30Q: 3 clusters Score -3262834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -3262853.750000 Penalty: 4988.411621
	Iteration 31Q: 3 clusters Score -3262854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3262881.500000 Penalty: 4988.411621
	Iteration 32Q: 3 clusters Score -3262882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3262884.750000 Penalty: 4988.411621
	Iteration 33Q: 3 clusters Score -3262885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -3262889.750000 Penalty: 4988.411621
	Iteration 34Q: 3 clusters Score -3262890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3262889.000000 Penalty: 4988.411621
	Iteration 35Q: 3 clusters Score -3262889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3262890.500000 Penalty: 4988.411621
	Iteration 36Q: 3 clusters Score -3262890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3262893.250000 Penalty: 4988.411621
	Iteration 37Q: 3 clusters Score -3262893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3262894.000000 Penalty: 4988.411621
	Iteration 38Q: 3 clusters Score -3262894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3262893.750000 Penalty: 4988.411621
	Iteration 39Q: 3 clusters Score -3262894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3262902.500000 Penalty: 4988.411621
	Iteration 40F: 3 clusters Score -3262902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -3262903.250000 Penalty: 4988.411621
	Iteration 41Q: 3 clusters Score -3262903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -3262902.500000 Penalty: 4988.411621
	Iteration 42Q: 3 clusters Score -3262902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3262904.500000 Penalty: 4988.411621
	Iteration 43Q: 3 clusters Score -3262904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3262908.500000 Penalty: 4988.411621
	Iteration 44Q: 3 clusters Score -3262908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3262911.750000 Penalty: 4988.411621
	Iteration 45Q: 3 clusters Score -3262912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -3262914.000000 Penalty: 4988.411621
	Iteration 46Q: 3 clusters Score -3262914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3262911.500000 Penalty: 4988.411621
	Iteration 47Q: 3 clusters Score -3262912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3262919.750000 Penalty: 4988.411621
	Iteration 48Q: 3 clusters Score -3262920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3262923.500000 Penalty: 4988.411621
	Iteration 49Q: 3 clusters Score -3262924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3262925.500000 Penalty: 4988.411621
	Iteration 50Q: 3 clusters Score -3262926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -3262932.250000 Penalty: 4988.411621
	Iteration 51Q: 3 clusters Score -3262932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3262932.500000 Penalty: 4988.411621
	Iteration 52Q: 3 clusters Score -3262932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -3262937.500000 Penalty: 4988.411621
	Iteration 53Q: 3 clusters Score -3262938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -3262940.250000 Penalty: 4988.411621
	Iteration 54Q: 3 clusters Score -3262940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3262945.250000 Penalty: 4988.411621
	Iteration 55Q: 3 clusters Score -3262945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3262948.250000 Penalty: 4988.411621
	Iteration 56Q: 3 clusters Score -3262948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -3262946.750000 Penalty: 4988.411621
	Iteration 57Q: 3 clusters Score -3262947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -3262947.500000 Penalty: 4988.411621
	Iteration 58Q: 3 clusters Score -3262948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3262946.750000 Penalty: 4988.411621
	Iteration 59Q: 3 clusters Score -3262947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -3262948.000000 Penalty: 4988.411621
	Iteration 60F: 3 clusters Score -3262948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3262954.500000 Penalty: 4988.411621
	Iteration 61Q: 3 clusters Score -3262954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3262950.750000 Penalty: 4988.411621
	Iteration 62Q: 3 clusters Score -3262951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3262955.500000 Penalty: 4988.411621
	Iteration 63Q: 3 clusters Score -3262956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -3262959.250000 Penalty: 4988.411621
	Iteration 64Q: 3 clusters Score -3262959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3262965.500000 Penalty: 4988.411621
	Iteration 65Q: 3 clusters Score -3262966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3262964.500000 Penalty: 4988.411621
	Iteration 66Q: 3 clusters Score -3262964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3262964.750000 Penalty: 4988.411621
	Iteration 67Q: 3 clusters Score -3262965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3262962.500000 Penalty: 4988.411621
	Iteration 68Q: 3 clusters Score -3262962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3262980.000000 Penalty: 4988.411621
	Iteration 69Q: 3 clusters Score -3262980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3262984.750000 Penalty: 4988.411621
	Iteration 70Q: 3 clusters Score -3262985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3262987.000000 Penalty: 4988.411621
	Iteration 71Q: 3 clusters Score -3262987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3262988.000000 Penalty: 4988.411621
	Iteration 72Q: 3 clusters Score -3262988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3262989.250000 Penalty: 4988.411621
	Iteration 73Q: 3 clusters Score -3262989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3262994.000000 Penalty: 4988.411621
	Iteration 74Q: 3 clusters Score -3262994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3262992.750000 Penalty: 4988.411621
	Iteration 75Q: 3 clusters Score -3262993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3262996.500000 Penalty: 4988.411621
	Iteration 76Q: 3 clusters Score -3262996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3262997.500000 Penalty: 4988.411621
	Iteration 77Q: 3 clusters Score -3262998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3262993.750000 Penalty: 4988.411621
	Iteration 78Q: 3 clusters Score -3262994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3262992.000000 Penalty: 4988.411621
	Iteration 79Q: 3 clusters Score -3262992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3262995.500000 Penalty: 4988.411621
	Iteration 80F: 3 clusters Score -3262996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3262994.250000 Penalty: 4988.411621
	Iteration 81Q: 3 clusters Score -3262994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3263002.250000 Penalty: 4988.411621
	Iteration 82Q: 3 clusters Score -3263002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3263010.250000 Penalty: 4988.411621
	Iteration 83Q: 3 clusters Score -3263010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -3263008.000000 Penalty: 4988.411621
	Iteration 84Q: 3 clusters Score -3263008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3263009.500000 Penalty: 4988.411621
	Iteration 85Q: 3 clusters Score -3263010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3263011.250000 Penalty: 4988.411621
	Iteration 86Q: 3 clusters Score -3263011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3263013.750000 Penalty: 4988.411621
	Iteration 87Q: 3 clusters Score -3263014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3263016.500000 Penalty: 4988.411621
	Iteration 88Q: 3 clusters Score -3263016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3263023.750000 Penalty: 4988.411621
	Iteration 89Q: 3 clusters Score -3263024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3263020.500000 Penalty: 4988.411621
	Iteration 90Q: 3 clusters Score -3263020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3263023.500000 Penalty: 4988.411621
	Iteration 91Q: 3 clusters Score -3263024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3263023.500000 Penalty: 4988.411621
	Iteration 92Q: 3 clusters Score -3263024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3263029.750000 Penalty: 4988.411621
	Iteration 93Q: 3 clusters Score -3263030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3263028.250000 Penalty: 4988.411621
	Iteration 94Q: 3 clusters Score -3263028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3263030.000000 Penalty: 4988.411621
	Iteration 95Q: 3 clusters Score -3263030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3263034.500000 Penalty: 4988.411621
	Iteration 96Q: 3 clusters Score -3263034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -3263032.500000 Penalty: 4988.411621
	Iteration 97Q: 3 clusters Score -3263032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3263033.250000 Penalty: 4988.411621
	Iteration 98Q: 3 clusters Score -3263033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3263032.750000 Penalty: 4988.411621
	Iteration 99Q: 3 clusters Score -3263033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3263031.750000 Penalty: 4988.411621
	Iteration 100F: 3 clusters Score -3263032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Entering Unmasked Estep 
Score: -1770458.250000 Penalty: 2327.012939
	Iteration 0F: 2 clusters Score -1770458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1761531.750000 Penalty: 4654.025879
	Iteration 0F: 3 clusters Score -1761532 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1764428.250000 Penalty: 4654.025879
	Iteration 1F: 3 clusters Score -1764428 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1765073.875000 Penalty: 4654.025879
	Iteration 2F: 3 clusters Score -1765074 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1765635.125000 Penalty: 4654.025879
	Iteration 3F: 3 clusters Score -1765635 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1766132.125000 Penalty: 4654.025879
	Iteration 4F: 3 clusters Score -1766132 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1766561.125000 Penalty: 4654.025879
	Iteration 5F: 3 clusters Score -1766561 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1766957.125000 Penalty: 4654.025879
	Iteration 6Q: 3 clusters Score -1766957 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1767292.500000 Penalty: 4654.025879
	Iteration 7Q: 3 clusters Score -1767292 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1767590.000000 Penalty: 4654.025879
	Iteration 8Q: 3 clusters Score -1767590 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1767857.875000 Penalty: 4654.025879
	Iteration 9Q: 3 clusters Score -1767858 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1768049.125000 Penalty: 4654.025879
	Iteration 10Q: 3 clusters Score -1768049 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1768202.750000 Penalty: 4654.025879
	Iteration 11Q: 3 clusters Score -1768203 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1768353.875000 Penalty: 4654.025879
	Iteration 12Q: 3 clusters Score -1768354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1768493.250000 Penalty: 4654.025879
	Iteration 13Q: 3 clusters Score -1768493 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1768597.250000 Penalty: 4654.025879
	Iteration 14Q: 3 clusters Score -1768597 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1768671.375000 Penalty: 4654.025879
	Iteration 15Q: 3 clusters Score -1768671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1768722.125000 Penalty: 4654.025879
	Iteration 16Q: 3 clusters Score -1768722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1768752.500000 Penalty: 4654.025879
	Iteration 17Q: 3 clusters Score -1768752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1768781.875000 Penalty: 4654.025879
	Iteration 18Q: 3 clusters Score -1768782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1768816.625000 Penalty: 4654.025879
	Iteration 19Q: 3 clusters Score -1768817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1768839.625000 Penalty: 4654.025879
	Iteration 20F: 3 clusters Score -1768840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1768857.500000 Penalty: 4654.025879
	Iteration 21Q: 3 clusters Score -1768858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1768870.375000 Penalty: 4654.025879
	Iteration 22Q: 3 clusters Score -1768870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1768884.000000 Penalty: 4654.025879
	Iteration 23Q: 3 clusters Score -1768884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1768890.125000 Penalty: 4654.025879
	Iteration 24Q: 3 clusters Score -1768890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1768900.750000 Penalty: 4654.025879
	Iteration 25Q: 3 clusters Score -1768901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1768911.875000 Penalty: 4654.025879
	Iteration 26Q: 3 clusters Score -1768912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1768918.125000 Penalty: 4654.025879
	Iteration 27Q: 3 clusters Score -1768918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1768925.625000 Penalty: 4654.025879
	Iteration 28Q: 3 clusters Score -1768926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1768936.250000 Penalty: 4654.025879
	Iteration 29Q: 3 clusters Score -1768936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1768945.875000 Penalty: 4654.025879
	Iteration 30Q: 3 clusters Score -1768946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1768947.625000 Penalty: 4654.025879
	Iteration 31Q: 3 clusters Score -1768948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1768946.875000 Penalty: 4654.025879
	Iteration 32Q: 3 clusters Score -1768947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1768947.750000 Penalty: 4654.025879
	Iteration 33Q: 3 clusters Score -1768948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1768949.500000 Penalty: 4654.025879
	Iteration 34Q: 3 clusters Score -1768950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1768949.500000 Penalty: 4654.025879
	Iteration 35F: 3 clusters Score -1768950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -251979.546875 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -251979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -249537.765625 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -249537.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -249973.671875 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -249973.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250132.968750 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -250133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -250230.828125 Penalty: 3698.114990
	Iteration 3F: 3 clusters Score -250230.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -250330.062500 Penalty: 3698.114990
	Iteration 4Q: 3 clusters Score -250330.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -250447.890625 Penalty: 3698.114990
	Iteration 5Q: 3 clusters Score -250447.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -250588.359375 Penalty: 3698.114990
	Iteration 6Q: 3 clusters Score -250588.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -250714.203125 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -250714.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -250828.281250 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -250828.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -250918.531250 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -250918.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -250982.265625 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -250982.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -251027.359375 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -251027.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -251057.906250 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -251057.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -251083.640625 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -251083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -251096.515625 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -251096.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251106.109375 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -251106.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -251113.546875 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -251113.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251120.500000 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -251120.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -251125.375000 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -251125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251128.406250 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -251128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -251128.843750 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -251128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -251131.187500 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -251131.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251133.343750 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -251133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -251136.187500 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -251136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -251136.906250 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -251136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -251137.359375 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -251137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251137.937500 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -251137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -251138.406250 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -251138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251138.875000 Penalty: 3698.114990
	Iteration 28Q: 3 clusters Score -251138.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -251138.875000 Penalty: 3698.114990
	Iteration 29F: 3 clusters Score -251138.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Entering Unmasked Estep 
Score: -1615865.500000 Penalty: 2303.457275
	Iteration 0F: 2 clusters Score -1615866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1607614.000000 Penalty: 4606.914551
	Iteration 0F: 3 clusters Score -1607614 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1610061.500000 Penalty: 4606.914551
	Iteration 1F: 3 clusters Score -1610062 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1610393.500000 Penalty: 4606.914551
	Iteration 2F: 3 clusters Score -1610394 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1610719.125000 Penalty: 4606.914551
	Iteration 3F: 3 clusters Score -1610719 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1611054.000000 Penalty: 4606.914551
	Iteration 4Q: 3 clusters Score -1611054 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1611323.000000 Penalty: 4606.914551
	Iteration 5Q: 3 clusters Score -1611323 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1611563.375000 Penalty: 4606.914551
	Iteration 6Q: 3 clusters Score -1611563 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1611779.000000 Penalty: 4606.914551
	Iteration 7Q: 3 clusters Score -1611779 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1611953.000000 Penalty: 4606.914551
	Iteration 8Q: 3 clusters Score -1611953 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1612140.875000 Penalty: 4606.914551
	Iteration 9Q: 3 clusters Score -1612141 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1612386.125000 Penalty: 4606.914551
	Iteration 10Q: 3 clusters Score -1612386 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1612695.250000 Penalty: 4606.914551
	Iteration 11Q: 3 clusters Score -1612695 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1612981.000000 Penalty: 4606.914551
	Iteration 12Q: 3 clusters Score -1612981 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1613236.875000 Penalty: 4606.914551
	Iteration 13Q: 3 clusters Score -1613237 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1613398.625000 Penalty: 4606.914551
	Iteration 14Q: 3 clusters Score -1613399 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1613518.750000 Penalty: 4606.914551
	Iteration 15Q: 3 clusters Score -1613519 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1613607.500000 Penalty: 4606.914551
	Iteration 16Q: 3 clusters Score -1613608 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1613671.375000 Penalty: 4606.914551
	Iteration 17Q: 3 clusters Score -1613671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1613709.500000 Penalty: 4606.914551
	Iteration 18Q: 3 clusters Score -1613710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1613741.000000 Penalty: 4606.914551
	Iteration 19Q: 3 clusters Score -1613741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1613767.125000 Penalty: 4606.914551
	Iteration 20F: 3 clusters Score -1613767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1613797.000000 Penalty: 4606.914551
	Iteration 21Q: 3 clusters Score -1613797 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1613820.000000 Penalty: 4606.914551
	Iteration 22Q: 3 clusters Score -1613820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1613834.250000 Penalty: 4606.914551
	Iteration 23Q: 3 clusters Score -1613834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1613845.500000 Penalty: 4606.914551
	Iteration 24Q: 3 clusters Score -1613846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1613853.625000 Penalty: 4606.914551
	Iteration 25Q: 3 clusters Score -1613854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1613857.125000 Penalty: 4606.914551
	Iteration 26Q: 3 clusters Score -1613857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1613860.375000 Penalty: 4606.914551
	Iteration 27Q: 3 clusters Score -1613860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1613865.375000 Penalty: 4606.914551
	Iteration 28Q: 3 clusters Score -1613865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1613870.000000 Penalty: 4606.914551
	Iteration 29Q: 3 clusters Score -1613870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1613871.125000 Penalty: 4606.914551
	Iteration 30Q: 3 clusters Score -1613871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1613873.625000 Penalty: 4606.914551
	Iteration 31Q: 3 clusters Score -1613874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1613874.250000 Penalty: 4606.914551
	Iteration 32Q: 3 clusters Score -1613874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1613874.000000 Penalty: 4606.914551
	Iteration 33Q: 3 clusters Score -1613874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1613874.000000 Penalty: 4606.914551
	Iteration 34Q: 3 clusters Score -1613874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1613874.000000 Penalty: 4606.914551
	Iteration 35F: 3 clusters Score -1613874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -108989.671875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -108989.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109793.000000 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -110070.054688 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -110070.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -110215.875000 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -110215.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110255.820312 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -110255.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -110284.546875 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110284.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -110309.476562 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -110343.984375 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -110387.867188 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110387.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -110418.273438 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -110446.031250 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -110462.843750 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -110468.898438 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -110468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -110469.601562 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -110469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -110469.601562 Penalty: 3376.187500
	Iteration 14F: 3 clusters Score -110469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Entering Unmasked Estep 
Score: -4493534.000000 Penalty: 2557.404541
	Iteration 0F: 2 clusters Score -4493534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4472799.500000 Penalty: 5114.809082
	Iteration 0F: 3 clusters Score -4472800 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -4480181.000000 Penalty: 5114.809082
	Iteration 1F: 3 clusters Score -4480181 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4480665.000000 Penalty: 5114.809082
	Iteration 2Q: 3 clusters Score -4480665 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4481171.500000 Penalty: 5114.809082
	Iteration 3Q: 3 clusters Score -4481172 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -4481734.000000 Penalty: 5114.809082
	Iteration 4Q: 3 clusters Score -4481734 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4482370.500000 Penalty: 5114.809082
	Iteration 5Q: 3 clusters Score -4482370 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4483026.000000 Penalty: 5114.809082
	Iteration 6Q: 3 clusters Score -4483026 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -4483722.500000 Penalty: 5114.809082
	Iteration 7Q: 3 clusters Score -4483722 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4484380.500000 Penalty: 5114.809082
	Iteration 8Q: 3 clusters Score -4484380 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4485001.500000 Penalty: 5114.809082
	Iteration 9Q: 3 clusters Score -4485002 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -4485556.000000 Penalty: 5114.809082
	Iteration 10Q: 3 clusters Score -4485556 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -4486063.000000 Penalty: 5114.809082
	Iteration 11Q: 3 clusters Score -4486063 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -4486501.000000 Penalty: 5114.809082
	Iteration 12Q: 3 clusters Score -4486501 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4486862.500000 Penalty: 5114.809082
	Iteration 13Q: 3 clusters Score -4486862 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4487126.500000 Penalty: 5114.809082
	Iteration 14Q: 3 clusters Score -4487126 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4487332.000000 Penalty: 5114.809082
	Iteration 15Q: 3 clusters Score -4487332 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4487466.000000 Penalty: 5114.809082
	Iteration 16Q: 3 clusters Score -4487466 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4487582.000000 Penalty: 5114.809082
	Iteration 17Q: 3 clusters Score -4487582 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -4487678.500000 Penalty: 5114.809082
	Iteration 18Q: 3 clusters Score -4487678 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4487803.000000 Penalty: 5114.809082
	Iteration 19Q: 3 clusters Score -4487803 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4487893.500000 Penalty: 5114.809082
	Iteration 20F: 3 clusters Score -4487894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4487987.000000 Penalty: 5114.809082
	Iteration 21Q: 3 clusters Score -4487987 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -4488133.500000 Penalty: 5114.809082
	Iteration 22Q: 3 clusters Score -4488134 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -4488279.500000 Penalty: 5114.809082
	Iteration 23Q: 3 clusters Score -4488280 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4488425.000000 Penalty: 5114.809082
	Iteration 24Q: 3 clusters Score -4488425 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4488579.000000 Penalty: 5114.809082
	Iteration 25Q: 3 clusters Score -4488579 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4488761.500000 Penalty: 5114.809082
	Iteration 26Q: 3 clusters Score -4488762 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -4488954.000000 Penalty: 5114.809082
	Iteration 27Q: 3 clusters Score -4488954 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4489155.000000 Penalty: 5114.809082
	Iteration 28Q: 3 clusters Score -4489155 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4489380.000000 Penalty: 5114.809082
	Iteration 29Q: 3 clusters Score -4489380 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -4489611.000000 Penalty: 5114.809082
	Iteration 30Q: 3 clusters Score -4489611 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -4489833.000000 Penalty: 5114.809082
	Iteration 31Q: 3 clusters Score -4489833 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4490020.500000 Penalty: 5114.809082
	Iteration 32Q: 3 clusters Score -4490020 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4490182.500000 Penalty: 5114.809082
	Iteration 33Q: 3 clusters Score -4490182 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4490308.500000 Penalty: 5114.809082
	Iteration 34Q: 3 clusters Score -4490308 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4490423.000000 Penalty: 5114.809082
	Iteration 35Q: 3 clusters Score -4490423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4490532.000000 Penalty: 5114.809082
	Iteration 36Q: 3 clusters Score -4490532 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4490647.500000 Penalty: 5114.809082
	Iteration 37Q: 3 clusters Score -4490648 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4490757.500000 Penalty: 5114.809082
	Iteration 38Q: 3 clusters Score -4490758 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -4490837.500000 Penalty: 5114.809082
	Iteration 39Q: 3 clusters Score -4490838 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -4490936.000000 Penalty: 5114.809082
	Iteration 40F: 3 clusters Score -4490936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4491020.500000 Penalty: 5114.809082
	Iteration 41Q: 3 clusters Score -4491020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4491100.000000 Penalty: 5114.809082
	Iteration 42Q: 3 clusters Score -4491100 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4491169.000000 Penalty: 5114.809082
	Iteration 43Q: 3 clusters Score -4491169 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -4491221.000000 Penalty: 5114.809082
	Iteration 44Q: 3 clusters Score -4491221 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4491260.500000 Penalty: 5114.809082
	Iteration 45Q: 3 clusters Score -4491260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -4491320.500000 Penalty: 5114.809082
	Iteration 46Q: 3 clusters Score -4491320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4491345.500000 Penalty: 5114.809082
	Iteration 47Q: 3 clusters Score -4491346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -4491382.000000 Penalty: 5114.809082
	Iteration 48Q: 3 clusters Score -4491382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4491415.000000 Penalty: 5114.809082
	Iteration 49Q: 3 clusters Score -4491415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4491433.500000 Penalty: 5114.809082
	Iteration 50Q: 3 clusters Score -4491434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -4491463.000000 Penalty: 5114.809082
	Iteration 51Q: 3 clusters Score -4491463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4491495.500000 Penalty: 5114.809082
	Iteration 52Q: 3 clusters Score -4491496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4491512.500000 Penalty: 5114.809082
	Iteration 53Q: 3 clusters Score -4491512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4491530.500000 Penalty: 5114.809082
	Iteration 54Q: 3 clusters Score -4491530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -4491544.000000 Penalty: 5114.809082
	Iteration 55Q: 3 clusters Score -4491544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4491546.500000 Penalty: 5114.809082
	Iteration 56Q: 3 clusters Score -4491546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4491552.000000 Penalty: 5114.809082
	Iteration 57Q: 3 clusters Score -4491552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4491546.000000 Penalty: 5114.809082
	Iteration 58Q: 3 clusters Score -4491546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4491550.500000 Penalty: 5114.809082
	Iteration 59Q: 3 clusters Score -4491550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4491548.500000 Penalty: 5114.809082
	Iteration 60F: 3 clusters Score -4491548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4491554.500000 Penalty: 5114.809082
	Iteration 61Q: 3 clusters Score -4491554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4491551.500000 Penalty: 5114.809082
	Iteration 62Q: 3 clusters Score -4491552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4491557.500000 Penalty: 5114.809082
	Iteration 63Q: 3 clusters Score -4491558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4491557.500000 Penalty: 5114.809082
	Iteration 64F: 3 clusters Score -4491558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Entering Unmasked Estep 
Score: -413703.718750 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -413703.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -410433.281250 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -410433.3 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -411283.750000 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -411283.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -411653.687500 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -411653.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -411929.843750 Penalty: 3997.244141
	Iteration 3F: 3 clusters Score -411929.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -412170.250000 Penalty: 3997.244141
	Iteration 4F: 3 clusters Score -412170.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -412309.906250 Penalty: 3997.244141
	Iteration 5Q: 3 clusters Score -412309.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -412412.375000 Penalty: 3997.244141
	Iteration 6Q: 3 clusters Score -412412.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412487.593750 Penalty: 3997.244141
	Iteration 7Q: 3 clusters Score -412487.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -412542.375000 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -412542.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -412578.875000 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -412578.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -412609.843750 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -412609.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -412631.656250 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -412631.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -412652.250000 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -412652.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -412666.500000 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -412666.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412681.500000 Penalty: 3997.244141
	Iteration 14Q: 3 clusters Score -412681.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -412693.250000 Penalty: 3997.244141
	Iteration 15Q: 3 clusters Score -412693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -412703.500000 Penalty: 3997.244141
	Iteration 16Q: 3 clusters Score -412703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412710.968750 Penalty: 3997.244141
	Iteration 17Q: 3 clusters Score -412711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412716.562500 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -412716.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412720.500000 Penalty: 3997.244141
	Iteration 19Q: 3 clusters Score -412720.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412723.218750 Penalty: 3997.244141
	Iteration 20F: 3 clusters Score -412723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412727.500000 Penalty: 3997.244141
	Iteration 21Q: 3 clusters Score -412727.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412731.062500 Penalty: 3997.244141
	Iteration 22Q: 3 clusters Score -412731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412732.718750 Penalty: 3997.244141
	Iteration 23Q: 3 clusters Score -412732.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412734.750000 Penalty: 3997.244141
	Iteration 24Q: 3 clusters Score -412734.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412736.812500 Penalty: 3997.244141
	Iteration 25Q: 3 clusters Score -412736.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412740.343750 Penalty: 3997.244141
	Iteration 26Q: 3 clusters Score -412740.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412744.093750 Penalty: 3997.244141
	Iteration 27Q: 3 clusters Score -412744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412748.281250 Penalty: 3997.244141
	Iteration 28Q: 3 clusters Score -412748.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -412754.718750 Penalty: 3997.244141
	Iteration 29Q: 3 clusters Score -412754.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412757.812500 Penalty: 3997.244141
	Iteration 30Q: 3 clusters Score -412757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412758.875000 Penalty: 3997.244141
	Iteration 31Q: 3 clusters Score -412758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -412759.187500 Penalty: 3997.244141
	Iteration 32Q: 3 clusters Score -412759.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412763.093750 Penalty: 3997.244141
	Iteration 33Q: 3 clusters Score -412763.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -412767.250000 Penalty: 3997.244141
	Iteration 34Q: 3 clusters Score -412767.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412770.812500 Penalty: 3997.244141
	Iteration 35Q: 3 clusters Score -412770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -412773.593750 Penalty: 3997.244141
	Iteration 36Q: 3 clusters Score -412773.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -412780.406250 Penalty: 3997.244141
	Iteration 37Q: 3 clusters Score -412780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -412784.250000 Penalty: 3997.244141
	Iteration 38Q: 3 clusters Score -412784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -412785.312500 Penalty: 3997.244141
	Iteration 39Q: 3 clusters Score -412785.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -412784.968750 Penalty: 3997.244141
	Iteration 40F: 3 clusters Score -412785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Entering Unmasked Estep 
Score: -4626359.000000 Penalty: 2564.880127
	Iteration 0F: 2 clusters Score -4626359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4605297.000000 Penalty: 5129.760254
	Iteration 0F: 3 clusters Score -4605297 nChanged 14034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4612812.000000 Penalty: 5129.760254
	Iteration 1F: 3 clusters Score -4612812 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -4613212.500000 Penalty: 5129.760254
	Iteration 2Q: 3 clusters Score -4613212 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4613595.000000 Penalty: 5129.760254
	Iteration 3Q: 3 clusters Score -4613595 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4613978.000000 Penalty: 5129.760254
	Iteration 4Q: 3 clusters Score -4613978 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -4614358.500000 Penalty: 5129.760254
	Iteration 5Q: 3 clusters Score -4614358 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -4614910.000000 Penalty: 5129.760254
	Iteration 6Q: 3 clusters Score -4614910 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4615666.500000 Penalty: 5129.760254
	Iteration 7Q: 3 clusters Score -4615666 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4616699.000000 Penalty: 5129.760254
	Iteration 8F: 3 clusters Score -4616699 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -4618016.500000 Penalty: 5129.760254
	Iteration 9F: 3 clusters Score -4618016 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4619439.000000 Penalty: 5129.760254
	Iteration 10F: 3 clusters Score -4619439 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4620825.500000 Penalty: 5129.760254
	Iteration 11Q: 3 clusters Score -4620826 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4621905.500000 Penalty: 5129.760254
	Iteration 12Q: 3 clusters Score -4621906 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4622669.000000 Penalty: 5129.760254
	Iteration 13Q: 3 clusters Score -4622669 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4623179.500000 Penalty: 5129.760254
	Iteration 14Q: 3 clusters Score -4623180 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4623576.500000 Penalty: 5129.760254
	Iteration 15Q: 3 clusters Score -4623576 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4623865.000000 Penalty: 5129.760254
	Iteration 16Q: 3 clusters Score -4623865 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4624072.000000 Penalty: 5129.760254
	Iteration 17Q: 3 clusters Score -4624072 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4624230.000000 Penalty: 5129.760254
	Iteration 18Q: 3 clusters Score -4624230 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4624346.000000 Penalty: 5129.760254
	Iteration 19Q: 3 clusters Score -4624346 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4624435.000000 Penalty: 5129.760254
	Iteration 20F: 3 clusters Score -4624435 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4624513.000000 Penalty: 5129.760254
	Iteration 21Q: 3 clusters Score -4624513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4624554.000000 Penalty: 5129.760254
	Iteration 22Q: 3 clusters Score -4624554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4624598.000000 Penalty: 5129.760254
	Iteration 23Q: 3 clusters Score -4624598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4624626.500000 Penalty: 5129.760254
	Iteration 24Q: 3 clusters Score -4624626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4624649.500000 Penalty: 5129.760254
	Iteration 25Q: 3 clusters Score -4624650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4624677.000000 Penalty: 5129.760254
	Iteration 26Q: 3 clusters Score -4624677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4624694.000000 Penalty: 5129.760254
	Iteration 27Q: 3 clusters Score -4624694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4624703.000000 Penalty: 5129.760254
	Iteration 28Q: 3 clusters Score -4624703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4624717.000000 Penalty: 5129.760254
	Iteration 29Q: 3 clusters Score -4624717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4624727.500000 Penalty: 5129.760254
	Iteration 30Q: 3 clusters Score -4624728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4624738.500000 Penalty: 5129.760254
	Iteration 31Q: 3 clusters Score -4624738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4624741.500000 Penalty: 5129.760254
	Iteration 32Q: 3 clusters Score -4624742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4624739.000000 Penalty: 5129.760254
	Iteration 33Q: 3 clusters Score -4624739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4624747.000000 Penalty: 5129.760254
	Iteration 34Q: 3 clusters Score -4624747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4624755.000000 Penalty: 5129.760254
	Iteration 35Q: 3 clusters Score -4624755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4624755.500000 Penalty: 5129.760254
	Iteration 36Q: 3 clusters Score -4624756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4624765.000000 Penalty: 5129.760254
	Iteration 37Q: 3 clusters Score -4624765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4624769.500000 Penalty: 5129.760254
	Iteration 38Q: 3 clusters Score -4624770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4624772.000000 Penalty: 5129.760254
	Iteration 39Q: 3 clusters Score -4624772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4624775.500000 Penalty: 5129.760254
	Iteration 40F: 3 clusters Score -4624776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4624773.500000 Penalty: 5129.760254
	Iteration 41Q: 3 clusters Score -4624774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4624774.500000 Penalty: 5129.760254
	Iteration 42Q: 3 clusters Score -4624774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4624777.000000 Penalty: 5129.760254
	Iteration 43Q: 3 clusters Score -4624777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4624782.500000 Penalty: 5129.760254
	Iteration 44Q: 3 clusters Score -4624782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4624781.500000 Penalty: 5129.760254
	Iteration 45Q: 3 clusters Score -4624782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4624786.500000 Penalty: 5129.760254
	Iteration 46Q: 3 clusters Score -4624786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4624783.500000 Penalty: 5129.760254
	Iteration 47Q: 3 clusters Score -4624784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4624788.000000 Penalty: 5129.760254
	Iteration 48Q: 3 clusters Score -4624788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4624794.500000 Penalty: 5129.760254
	Iteration 49Q: 3 clusters Score -4624794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4624794.500000 Penalty: 5129.760254
	Iteration 50Q: 3 clusters Score -4624794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4624796.000000 Penalty: 5129.760254
	Iteration 51Q: 3 clusters Score -4624796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4624799.000000 Penalty: 5129.760254
	Iteration 52Q: 3 clusters Score -4624799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4624800.000000 Penalty: 5129.760254
	Iteration 53Q: 3 clusters Score -4624800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4624798.000000 Penalty: 5129.760254
	Iteration 54Q: 3 clusters Score -4624798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4624798.000000 Penalty: 5129.760254
	Iteration 55F: 3 clusters Score -4624798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -212047.546875 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -212047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -209758.062500 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -209758.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -210126.265625 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -210126.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210211.906250 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -210211.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210259.546875 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -210259.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -210290.593750 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -210290.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -210310.984375 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -210311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -210333.765625 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -210333.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210344.687500 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -210344.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -210357.218750 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -210357.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -210373.468750 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -210373.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -210386.812500 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -210386.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -210391.296875 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -210391.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210396.453125 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -210396.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -210400.171875 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -210400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210402.078125 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -210402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -210404.000000 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -210404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -210407.187500 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -210407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -210407.562500 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -210407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210408.125000 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -210408.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -210408.125000 Penalty: 3616.999268
	Iteration 19F: 3 clusters Score -210408.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Entering Unmasked Estep 
Score: -1778140.500000 Penalty: 2327.138184
	Iteration 0F: 2 clusters Score -1778140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1769168.875000 Penalty: 4654.276367
	Iteration 0F: 3 clusters Score -1769169 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1771858.125000 Penalty: 4654.276367
	Iteration 1F: 3 clusters Score -1771858 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1772154.000000 Penalty: 4654.276367
	Iteration 2F: 3 clusters Score -1772154 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1772368.750000 Penalty: 4654.276367
	Iteration 3Q: 3 clusters Score -1772369 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1772552.000000 Penalty: 4654.276367
	Iteration 4Q: 3 clusters Score -1772552 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1772703.625000 Penalty: 4654.276367
	Iteration 5Q: 3 clusters Score -1772704 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1772856.250000 Penalty: 4654.276367
	Iteration 6Q: 3 clusters Score -1772856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1772982.500000 Penalty: 4654.276367
	Iteration 7Q: 3 clusters Score -1772982 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1773127.000000 Penalty: 4654.276367
	Iteration 8Q: 3 clusters Score -1773127 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1773264.250000 Penalty: 4654.276367
	Iteration 9Q: 3 clusters Score -1773264 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1773397.250000 Penalty: 4654.276367
	Iteration 10Q: 3 clusters Score -1773397 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1773539.875000 Penalty: 4654.276367
	Iteration 11Q: 3 clusters Score -1773540 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1773683.125000 Penalty: 4654.276367
	Iteration 12Q: 3 clusters Score -1773683 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1773846.000000 Penalty: 4654.276367
	Iteration 13Q: 3 clusters Score -1773846 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1774019.500000 Penalty: 4654.276367
	Iteration 14Q: 3 clusters Score -1774020 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1774217.750000 Penalty: 4654.276367
	Iteration 15Q: 3 clusters Score -1774218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1774429.250000 Penalty: 4654.276367
	Iteration 16Q: 3 clusters Score -1774429 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1774685.250000 Penalty: 4654.276367
	Iteration 17Q: 3 clusters Score -1774685 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1774961.000000 Penalty: 4654.276367
	Iteration 18Q: 3 clusters Score -1774961 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1775210.125000 Penalty: 4654.276367
	Iteration 19Q: 3 clusters Score -1775210 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1775420.375000 Penalty: 4654.276367
	Iteration 20F: 3 clusters Score -1775420 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1775587.875000 Penalty: 4654.276367
	Iteration 21Q: 3 clusters Score -1775588 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1775749.375000 Penalty: 4654.276367
	Iteration 22Q: 3 clusters Score -1775749 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1775854.625000 Penalty: 4654.276367
	Iteration 23Q: 3 clusters Score -1775855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1775926.250000 Penalty: 4654.276367
	Iteration 24Q: 3 clusters Score -1775926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1775985.500000 Penalty: 4654.276367
	Iteration 25Q: 3 clusters Score -1775986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1776027.375000 Penalty: 4654.276367
	Iteration 26Q: 3 clusters Score -1776027 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1776055.875000 Penalty: 4654.276367
	Iteration 27Q: 3 clusters Score -1776056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1776074.250000 Penalty: 4654.276367
	Iteration 28Q: 3 clusters Score -1776074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1776086.375000 Penalty: 4654.276367
	Iteration 29Q: 3 clusters Score -1776086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1776097.375000 Penalty: 4654.276367
	Iteration 30Q: 3 clusters Score -1776097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1776106.125000 Penalty: 4654.276367
	Iteration 31Q: 3 clusters Score -1776106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1776114.000000 Penalty: 4654.276367
	Iteration 32Q: 3 clusters Score -1776114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1776119.125000 Penalty: 4654.276367
	Iteration 33Q: 3 clusters Score -1776119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1776121.000000 Penalty: 4654.276367
	Iteration 34Q: 3 clusters Score -1776121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1776123.250000 Penalty: 4654.276367
	Iteration 35Q: 3 clusters Score -1776123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1776121.250000 Penalty: 4654.276367
	Iteration 36Q: 3 clusters Score -1776121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1776121.250000 Penalty: 4654.276367
	Iteration 37F: 3 clusters Score -1776121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19172.281250 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19172.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19751.763672 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19751.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19907.177734 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -19907.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19989.355469 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -19989.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20024.771484 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -20024.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20024.771484 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -20024.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68256 members 
Mstep: Class 5 contains 61219 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 95536 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23325 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30095 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 76 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 18409 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Mstep: Class 48 contains 123 members 
Entering Unmasked Estep 
Score: -115061320.000000 Penalty: 161847.281250
Splitting cluster 31 changes total score from -115063184.000000 to -115061320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -445392.031250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -445392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -442200.218750 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -442200.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -442850.093750 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -442850.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -442974.812500 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -442974.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -443033.375000 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -443033.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -443062.437500 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -443062.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -443082.937500 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -443082.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -443097.281250 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -443097.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -443107.468750 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -443107.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -443118.781250 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -443118.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -443128.406250 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -443128.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -443139.125000 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -443139.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -443150.031250 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -443150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -443161.312500 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -443161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -443171.062500 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -443171.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -443178.000000 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -443178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -443184.718750 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -443184.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -443189.062500 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -443189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -443191.187500 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -443191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443193.250000 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -443193.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -443194.656250 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -443194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -443195.468750 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -443195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -443196.781250 Penalty: 3967.174316
	Iteration 21Q: 3 clusters Score -443196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443199.656250 Penalty: 3967.174316
	Iteration 22Q: 3 clusters Score -443199.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443203.781250 Penalty: 3967.174316
	Iteration 23Q: 3 clusters Score -443203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -443207.531250 Penalty: 3967.174316
	Iteration 24Q: 3 clusters Score -443207.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -443210.625000 Penalty: 3967.174316
	Iteration 25Q: 3 clusters Score -443210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -443212.968750 Penalty: 3967.174316
	Iteration 26Q: 3 clusters Score -443213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -443213.656250 Penalty: 3967.174316
	Iteration 27Q: 3 clusters Score -443213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -443215.781250 Penalty: 3967.174316
	Iteration 28Q: 3 clusters Score -443215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -443218.250000 Penalty: 3967.174316
	Iteration 29Q: 3 clusters Score -443218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -443219.812500 Penalty: 3967.174316
	Iteration 30Q: 3 clusters Score -443219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -443223.718750 Penalty: 3967.174316
	Iteration 31Q: 3 clusters Score -443223.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443228.125000 Penalty: 3967.174316
	Iteration 32Q: 3 clusters Score -443228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -443230.062500 Penalty: 3967.174316
	Iteration 33Q: 3 clusters Score -443230.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443231.906250 Penalty: 3967.174316
	Iteration 34Q: 3 clusters Score -443231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443236.093750 Penalty: 3967.174316
	Iteration 35Q: 3 clusters Score -443236.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -443238.687500 Penalty: 3967.174316
	Iteration 36Q: 3 clusters Score -443238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -443240.656250 Penalty: 3967.174316
	Iteration 37Q: 3 clusters Score -443240.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443242.062500 Penalty: 3967.174316
	Iteration 38Q: 3 clusters Score -443242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -443243.218750 Penalty: 3967.174316
	Iteration 39Q: 3 clusters Score -443243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443244.531250 Penalty: 3967.174316
	Iteration 40F: 3 clusters Score -443244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443247.312500 Penalty: 3967.174316
	Iteration 41Q: 3 clusters Score -443247.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -443250.156250 Penalty: 3967.174316
	Iteration 42Q: 3 clusters Score -443250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443250.781250 Penalty: 3967.174316
	Iteration 43Q: 3 clusters Score -443250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443251.281250 Penalty: 3967.174316
	Iteration 44Q: 3 clusters Score -443251.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -443251.281250 Penalty: 3967.174316
	Iteration 45F: 3 clusters Score -443251.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Entering Unmasked Estep 
Score: -1632697.875000 Penalty: 2320.158936
	Iteration 0F: 2 clusters Score -1632698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1624046.500000 Penalty: 4640.317871
	Iteration 0F: 3 clusters Score -1624046 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1626860.375000 Penalty: 4640.317871
	Iteration 1F: 3 clusters Score -1626860 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1627390.000000 Penalty: 4640.317871
	Iteration 2F: 3 clusters Score -1627390 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1627903.625000 Penalty: 4640.317871
	Iteration 3F: 3 clusters Score -1627904 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1628510.875000 Penalty: 4640.317871
	Iteration 4F: 3 clusters Score -1628511 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1629167.625000 Penalty: 4640.317871
	Iteration 5F: 3 clusters Score -1629168 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1629815.875000 Penalty: 4640.317871
	Iteration 6F: 3 clusters Score -1629816 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1630372.500000 Penalty: 4640.317871
	Iteration 7F: 3 clusters Score -1630372 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1630721.250000 Penalty: 4640.317871
	Iteration 8Q: 3 clusters Score -1630721 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1630890.125000 Penalty: 4640.317871
	Iteration 9Q: 3 clusters Score -1630890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1630967.500000 Penalty: 4640.317871
	Iteration 10Q: 3 clusters Score -1630968 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1631016.625000 Penalty: 4640.317871
	Iteration 11Q: 3 clusters Score -1631017 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1631061.750000 Penalty: 4640.317871
	Iteration 12Q: 3 clusters Score -1631062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1631089.750000 Penalty: 4640.317871
	Iteration 13Q: 3 clusters Score -1631090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1631115.125000 Penalty: 4640.317871
	Iteration 14Q: 3 clusters Score -1631115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1631138.000000 Penalty: 4640.317871
	Iteration 15Q: 3 clusters Score -1631138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1631166.625000 Penalty: 4640.317871
	Iteration 16Q: 3 clusters Score -1631167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1631180.625000 Penalty: 4640.317871
	Iteration 17Q: 3 clusters Score -1631181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1631207.000000 Penalty: 4640.317871
	Iteration 18Q: 3 clusters Score -1631207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1631224.250000 Penalty: 4640.317871
	Iteration 19Q: 3 clusters Score -1631224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1631233.625000 Penalty: 4640.317871
	Iteration 20F: 3 clusters Score -1631234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1631243.750000 Penalty: 4640.317871
	Iteration 21Q: 3 clusters Score -1631244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1631252.500000 Penalty: 4640.317871
	Iteration 22Q: 3 clusters Score -1631252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1631252.875000 Penalty: 4640.317871
	Iteration 23Q: 3 clusters Score -1631253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1631254.500000 Penalty: 4640.317871
	Iteration 24Q: 3 clusters Score -1631254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1631252.375000 Penalty: 4640.317871
	Iteration 25Q: 3 clusters Score -1631252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1631256.000000 Penalty: 4640.317871
	Iteration 26Q: 3 clusters Score -1631256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1631255.625000 Penalty: 4640.317871
	Iteration 27Q: 3 clusters Score -1631256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1631264.250000 Penalty: 4640.317871
	Iteration 28Q: 3 clusters Score -1631264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1631264.375000 Penalty: 4640.317871
	Iteration 29Q: 3 clusters Score -1631264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1631268.250000 Penalty: 4640.317871
	Iteration 30Q: 3 clusters Score -1631268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1631272.250000 Penalty: 4640.317871
	Iteration 31Q: 3 clusters Score -1631272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1631275.500000 Penalty: 4640.317871
	Iteration 32Q: 3 clusters Score -1631276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1631279.500000 Penalty: 4640.317871
	Iteration 33Q: 3 clusters Score -1631280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1631280.375000 Penalty: 4640.317871
	Iteration 34Q: 3 clusters Score -1631280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1631284.000000 Penalty: 4640.317871
	Iteration 35Q: 3 clusters Score -1631284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1631284.125000 Penalty: 4640.317871
	Iteration 36Q: 3 clusters Score -1631284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1631290.875000 Penalty: 4640.317871
	Iteration 37Q: 3 clusters Score -1631291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1631286.500000 Penalty: 4640.317871
	Iteration 38Q: 3 clusters Score -1631286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1631284.625000 Penalty: 4640.317871
	Iteration 39Q: 3 clusters Score -1631285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1631286.750000 Penalty: 4640.317871
	Iteration 40F: 3 clusters Score -1631287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1631288.250000 Penalty: 4640.317871
	Iteration 41Q: 3 clusters Score -1631288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1631289.375000 Penalty: 4640.317871
	Iteration 42Q: 3 clusters Score -1631289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1631291.000000 Penalty: 4640.317871
	Iteration 43Q: 3 clusters Score -1631291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1631292.875000 Penalty: 4640.317871
	Iteration 44Q: 3 clusters Score -1631293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1631294.000000 Penalty: 4640.317871
	Iteration 45Q: 3 clusters Score -1631294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1631294.750000 Penalty: 4640.317871
	Iteration 46Q: 3 clusters Score -1631295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1631301.000000 Penalty: 4640.317871
	Iteration 47Q: 3 clusters Score -1631301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1631297.750000 Penalty: 4640.317871
	Iteration 48Q: 3 clusters Score -1631298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1631299.125000 Penalty: 4640.317871
	Iteration 49Q: 3 clusters Score -1631299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1631299.375000 Penalty: 4640.317871
	Iteration 50Q: 3 clusters Score -1631299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1631298.000000 Penalty: 4640.317871
	Iteration 51Q: 3 clusters Score -1631298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1631301.625000 Penalty: 4640.317871
	Iteration 52Q: 3 clusters Score -1631302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1631300.500000 Penalty: 4640.317871
	Iteration 53Q: 3 clusters Score -1631300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1631300.500000 Penalty: 4640.317871
	Iteration 54F: 3 clusters Score -1631300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Entering Unmasked Estep 
Score: -2558474.500000 Penalty: 2435.507568
	Iteration 0F: 2 clusters Score -2558474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2545395.750000 Penalty: 4871.015137
	Iteration 0F: 3 clusters Score -2545396 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2549961.500000 Penalty: 4871.015137
	Iteration 1F: 3 clusters Score -2549962 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2550698.250000 Penalty: 4871.015137
	Iteration 2F: 3 clusters Score -2550698 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2551508.250000 Penalty: 4871.015137
	Iteration 3F: 3 clusters Score -2551508 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2552356.000000 Penalty: 4871.015137
	Iteration 4F: 3 clusters Score -2552356 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2553165.000000 Penalty: 4871.015137
	Iteration 5F: 3 clusters Score -2553165 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2553858.750000 Penalty: 4871.015137
	Iteration 6F: 3 clusters Score -2553859 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2554473.750000 Penalty: 4871.015137
	Iteration 7Q: 3 clusters Score -2554474 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2555051.000000 Penalty: 4871.015137
	Iteration 8Q: 3 clusters Score -2555051 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2555549.750000 Penalty: 4871.015137
	Iteration 9Q: 3 clusters Score -2555550 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2555932.750000 Penalty: 4871.015137
	Iteration 10Q: 3 clusters Score -2555933 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2556208.000000 Penalty: 4871.015137
	Iteration 11Q: 3 clusters Score -2556208 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2556393.500000 Penalty: 4871.015137
	Iteration 12Q: 3 clusters Score -2556394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2556541.250000 Penalty: 4871.015137
	Iteration 13Q: 3 clusters Score -2556541 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2556620.000000 Penalty: 4871.015137
	Iteration 14Q: 3 clusters Score -2556620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2556695.250000 Penalty: 4871.015137
	Iteration 15Q: 3 clusters Score -2556695 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2556740.000000 Penalty: 4871.015137
	Iteration 16Q: 3 clusters Score -2556740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2556763.250000 Penalty: 4871.015137
	Iteration 17Q: 3 clusters Score -2556763 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2556773.000000 Penalty: 4871.015137
	Iteration 18Q: 3 clusters Score -2556773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2556790.750000 Penalty: 4871.015137
	Iteration 19Q: 3 clusters Score -2556791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2556806.250000 Penalty: 4871.015137
	Iteration 20F: 3 clusters Score -2556806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2556829.000000 Penalty: 4871.015137
	Iteration 21Q: 3 clusters Score -2556829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2556832.750000 Penalty: 4871.015137
	Iteration 22Q: 3 clusters Score -2556833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2556836.000000 Penalty: 4871.015137
	Iteration 23Q: 3 clusters Score -2556836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2556838.750000 Penalty: 4871.015137
	Iteration 24Q: 3 clusters Score -2556839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2556844.250000 Penalty: 4871.015137
	Iteration 25Q: 3 clusters Score -2556844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -2556847.000000 Penalty: 4871.015137
	Iteration 26Q: 3 clusters Score -2556847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2556855.000000 Penalty: 4871.015137
	Iteration 27Q: 3 clusters Score -2556855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2556858.000000 Penalty: 4871.015137
	Iteration 28Q: 3 clusters Score -2556858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2556863.000000 Penalty: 4871.015137
	Iteration 29Q: 3 clusters Score -2556863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2556867.750000 Penalty: 4871.015137
	Iteration 30Q: 3 clusters Score -2556868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2556870.500000 Penalty: 4871.015137
	Iteration 31Q: 3 clusters Score -2556870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2556873.000000 Penalty: 4871.015137
	Iteration 32Q: 3 clusters Score -2556873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2556877.250000 Penalty: 4871.015137
	Iteration 33Q: 3 clusters Score -2556877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2556879.250000 Penalty: 4871.015137
	Iteration 34Q: 3 clusters Score -2556879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2556882.250000 Penalty: 4871.015137
	Iteration 35Q: 3 clusters Score -2556882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2556879.750000 Penalty: 4871.015137
	Iteration 36Q: 3 clusters Score -2556880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2556883.750000 Penalty: 4871.015137
	Iteration 37Q: 3 clusters Score -2556884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2556883.250000 Penalty: 4871.015137
	Iteration 38Q: 3 clusters Score -2556883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2556887.000000 Penalty: 4871.015137
	Iteration 39Q: 3 clusters Score -2556887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2556887.500000 Penalty: 4871.015137
	Iteration 40F: 3 clusters Score -2556888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2556885.500000 Penalty: 4871.015137
	Iteration 41Q: 3 clusters Score -2556886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2556886.250000 Penalty: 4871.015137
	Iteration 42Q: 3 clusters Score -2556886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2556888.750000 Penalty: 4871.015137
	Iteration 43Q: 3 clusters Score -2556889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2556888.000000 Penalty: 4871.015137
	Iteration 44Q: 3 clusters Score -2556888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2556887.750000 Penalty: 4871.015137
	Iteration 45Q: 3 clusters Score -2556888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2556894.500000 Penalty: 4871.015137
	Iteration 46Q: 3 clusters Score -2556894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2556896.000000 Penalty: 4871.015137
	Iteration 47Q: 3 clusters Score -2556896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2556902.750000 Penalty: 4871.015137
	Iteration 48Q: 3 clusters Score -2556903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2556902.250000 Penalty: 4871.015137
	Iteration 49Q: 3 clusters Score -2556902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2556901.250000 Penalty: 4871.015137
	Iteration 50Q: 3 clusters Score -2556901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2556901.250000 Penalty: 4871.015137
	Iteration 51F: 3 clusters Score -2556901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -218612.203125 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -218612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -216253.515625 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -216253.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -216655.984375 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -216656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216764.828125 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -216764.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -216828.437500 Penalty: 3641.697266
	Iteration 3Q: 3 clusters Score -216828.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216874.312500 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -216874.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -216923.093750 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -216923.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -216967.890625 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -216967.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -217008.375000 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -217008.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -217055.859375 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -217055.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -217097.734375 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -217097.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -217119.546875 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -217119.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -217142.109375 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -217142.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -217166.218750 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -217166.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -217191.000000 Penalty: 3641.697266
	Iteration 13Q: 3 clusters Score -217191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217216.734375 Penalty: 3641.697266
	Iteration 14Q: 3 clusters Score -217216.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -217229.406250 Penalty: 3641.697266
	Iteration 15Q: 3 clusters Score -217229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -217236.140625 Penalty: 3641.697266
	Iteration 16Q: 3 clusters Score -217236.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -217242.812500 Penalty: 3641.697266
	Iteration 17Q: 3 clusters Score -217242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217250.125000 Penalty: 3641.697266
	Iteration 18Q: 3 clusters Score -217250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -217258.859375 Penalty: 3641.697266
	Iteration 19Q: 3 clusters Score -217258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -217265.203125 Penalty: 3641.697266
	Iteration 20F: 3 clusters Score -217265.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -217272.187500 Penalty: 3641.697266
	Iteration 21Q: 3 clusters Score -217272.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -217279.515625 Penalty: 3641.697266
	Iteration 22Q: 3 clusters Score -217279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -217287.781250 Penalty: 3641.697266
	Iteration 23Q: 3 clusters Score -217287.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -217301.390625 Penalty: 3641.697266
	Iteration 24Q: 3 clusters Score -217301.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -217315.328125 Penalty: 3641.697266
	Iteration 25Q: 3 clusters Score -217315.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217329.875000 Penalty: 3641.697266
	Iteration 26Q: 3 clusters Score -217329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217341.156250 Penalty: 3641.697266
	Iteration 27Q: 3 clusters Score -217341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -217345.906250 Penalty: 3641.697266
	Iteration 28Q: 3 clusters Score -217345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -217348.921875 Penalty: 3641.697266
	Iteration 29Q: 3 clusters Score -217348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -217354.781250 Penalty: 3641.697266
	Iteration 30Q: 3 clusters Score -217354.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -217362.687500 Penalty: 3641.697266
	Iteration 31Q: 3 clusters Score -217362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -217371.328125 Penalty: 3641.697266
	Iteration 32Q: 3 clusters Score -217371.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -217379.093750 Penalty: 3641.697266
	Iteration 33Q: 3 clusters Score -217379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -217383.031250 Penalty: 3641.697266
	Iteration 34Q: 3 clusters Score -217383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -217388.281250 Penalty: 3641.697266
	Iteration 35Q: 3 clusters Score -217388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -217389.828125 Penalty: 3641.697266
	Iteration 36Q: 3 clusters Score -217389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -217391.156250 Penalty: 3641.697266
	Iteration 37Q: 3 clusters Score -217391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -217392.421875 Penalty: 3641.697266
	Iteration 38Q: 3 clusters Score -217392.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -217392.421875 Penalty: 3641.697266
	Iteration 39F: 3 clusters Score -217392.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -48217.621094 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -48217.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46869.835938 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -46869.84 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47065.296875 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -47065.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47109.472656 Penalty: 2963.009521
	Iteration 2Q: 3 clusters Score -47109.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47111.816406 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -47111.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47115.824219 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -47115.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47117.199219 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -47117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47118.453125 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -47118.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47118.453125 Penalty: 2963.009521
	Iteration 7F: 3 clusters Score -47118.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Entering Unmasked Estep 
Score: -1930460.375000 Penalty: 2349.688232
	Iteration 0F: 2 clusters Score -1930460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1920934.250000 Penalty: 4699.376465
	Iteration 0F: 3 clusters Score -1920934 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1924136.500000 Penalty: 4699.376465
	Iteration 1F: 3 clusters Score -1924136 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1924725.125000 Penalty: 4699.376465
	Iteration 2F: 3 clusters Score -1924725 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1925178.875000 Penalty: 4699.376465
	Iteration 3F: 3 clusters Score -1925179 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1925551.375000 Penalty: 4699.376465
	Iteration 4F: 3 clusters Score -1925551 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1925852.000000 Penalty: 4699.376465
	Iteration 5Q: 3 clusters Score -1925852 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1926149.875000 Penalty: 4699.376465
	Iteration 6Q: 3 clusters Score -1926150 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1926391.250000 Penalty: 4699.376465
	Iteration 7Q: 3 clusters Score -1926391 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1926597.000000 Penalty: 4699.376465
	Iteration 8Q: 3 clusters Score -1926597 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1926742.500000 Penalty: 4699.376465
	Iteration 9Q: 3 clusters Score -1926742 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1926872.125000 Penalty: 4699.376465
	Iteration 10Q: 3 clusters Score -1926872 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1927000.500000 Penalty: 4699.376465
	Iteration 11Q: 3 clusters Score -1927000 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1927123.500000 Penalty: 4699.376465
	Iteration 12Q: 3 clusters Score -1927124 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1927238.000000 Penalty: 4699.376465
	Iteration 13Q: 3 clusters Score -1927238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1927363.125000 Penalty: 4699.376465
	Iteration 14Q: 3 clusters Score -1927363 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1927500.250000 Penalty: 4699.376465
	Iteration 15Q: 3 clusters Score -1927500 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1927605.250000 Penalty: 4699.376465
	Iteration 16Q: 3 clusters Score -1927605 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1927694.250000 Penalty: 4699.376465
	Iteration 17Q: 3 clusters Score -1927694 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1927789.875000 Penalty: 4699.376465
	Iteration 18Q: 3 clusters Score -1927790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1927888.750000 Penalty: 4699.376465
	Iteration 19Q: 3 clusters Score -1927889 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1927956.000000 Penalty: 4699.376465
	Iteration 20F: 3 clusters Score -1927956 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1928037.000000 Penalty: 4699.376465
	Iteration 21Q: 3 clusters Score -1928037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1928098.625000 Penalty: 4699.376465
	Iteration 22Q: 3 clusters Score -1928099 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1928161.250000 Penalty: 4699.376465
	Iteration 23Q: 3 clusters Score -1928161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1928207.875000 Penalty: 4699.376465
	Iteration 24Q: 3 clusters Score -1928208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1928240.500000 Penalty: 4699.376465
	Iteration 25Q: 3 clusters Score -1928240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1928276.375000 Penalty: 4699.376465
	Iteration 26Q: 3 clusters Score -1928276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1928304.625000 Penalty: 4699.376465
	Iteration 27Q: 3 clusters Score -1928305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1928328.750000 Penalty: 4699.376465
	Iteration 28Q: 3 clusters Score -1928329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1928350.000000 Penalty: 4699.376465
	Iteration 29Q: 3 clusters Score -1928350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1928372.250000 Penalty: 4699.376465
	Iteration 30Q: 3 clusters Score -1928372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1928396.125000 Penalty: 4699.376465
	Iteration 31Q: 3 clusters Score -1928396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1928408.000000 Penalty: 4699.376465
	Iteration 32Q: 3 clusters Score -1928408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1928419.625000 Penalty: 4699.376465
	Iteration 33Q: 3 clusters Score -1928420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1928427.750000 Penalty: 4699.376465
	Iteration 34Q: 3 clusters Score -1928428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1928433.625000 Penalty: 4699.376465
	Iteration 35Q: 3 clusters Score -1928434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1928438.375000 Penalty: 4699.376465
	Iteration 36Q: 3 clusters Score -1928438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1928444.000000 Penalty: 4699.376465
	Iteration 37Q: 3 clusters Score -1928444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1928444.000000 Penalty: 4699.376465
	Iteration 38F: 3 clusters Score -1928444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -875593.562500 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -875593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -870397.875000 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -870397.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -871726.250000 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -871726.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -871979.000000 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -871979 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -872169.187500 Penalty: 4317.433105
	Iteration 3F: 3 clusters Score -872169.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -872359.375000 Penalty: 4317.433105
	Iteration 4Q: 3 clusters Score -872359.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -872552.750000 Penalty: 4317.433105
	Iteration 5Q: 3 clusters Score -872552.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -872718.187500 Penalty: 4317.433105
	Iteration 6Q: 3 clusters Score -872718.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -872909.375000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -872909.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -873102.312500 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -873102.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -873275.625000 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -873275.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -873428.937500 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -873428.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -873549.875000 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -873549.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -873636.125000 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -873636.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -873700.625000 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -873700.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -873750.625000 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -873750.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -873786.937500 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -873786.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -873806.812500 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -873806.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -873824.562500 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -873824.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -873840.250000 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -873840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -873846.812500 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -873846.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -873853.375000 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -873853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -873860.875000 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -873860.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -873868.000000 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -873868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -873873.437500 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -873873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -873876.500000 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -873876.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -873878.312500 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -873878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -873880.125000 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -873880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -873880.062500 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -873880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -873880.500000 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -873880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -873879.875000 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -873879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -873881.187500 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -873881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -873880.125000 Penalty: 4317.433105
	Iteration 31Q: 3 clusters Score -873880.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -873880.125000 Penalty: 4317.433105
	Iteration 32F: 3 clusters Score -873880.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Entering Unmasked Estep 
Score: -1474369.250000 Penalty: 2280.038330
	Iteration 0F: 2 clusters Score -1474369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1466849.250000 Penalty: 4560.076660
	Iteration 0F: 3 clusters Score -1466849 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1468957.125000 Penalty: 4560.076660
	Iteration 1F: 3 clusters Score -1468957 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1469246.375000 Penalty: 4560.076660
	Iteration 2F: 3 clusters Score -1469246 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1469453.875000 Penalty: 4560.076660
	Iteration 3Q: 3 clusters Score -1469454 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1469619.875000 Penalty: 4560.076660
	Iteration 4Q: 3 clusters Score -1469620 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1469780.000000 Penalty: 4560.076660
	Iteration 5Q: 3 clusters Score -1469780 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1469940.875000 Penalty: 4560.076660
	Iteration 6Q: 3 clusters Score -1469941 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1470095.000000 Penalty: 4560.076660
	Iteration 7Q: 3 clusters Score -1470095 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1470323.125000 Penalty: 4560.076660
	Iteration 8Q: 3 clusters Score -1470323 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1470629.500000 Penalty: 4560.076660
	Iteration 9Q: 3 clusters Score -1470630 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1470977.250000 Penalty: 4560.076660
	Iteration 10F: 3 clusters Score -1470977 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1471345.750000 Penalty: 4560.076660
	Iteration 11F: 3 clusters Score -1471346 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1471642.500000 Penalty: 4560.076660
	Iteration 12Q: 3 clusters Score -1471642 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1471850.375000 Penalty: 4560.076660
	Iteration 13Q: 3 clusters Score -1471850 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1471971.625000 Penalty: 4560.076660
	Iteration 14Q: 3 clusters Score -1471972 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1472058.875000 Penalty: 4560.076660
	Iteration 15Q: 3 clusters Score -1472059 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1472116.000000 Penalty: 4560.076660
	Iteration 16Q: 3 clusters Score -1472116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1472149.250000 Penalty: 4560.076660
	Iteration 17Q: 3 clusters Score -1472149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1472164.625000 Penalty: 4560.076660
	Iteration 18Q: 3 clusters Score -1472165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1472177.125000 Penalty: 4560.076660
	Iteration 19Q: 3 clusters Score -1472177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1472191.375000 Penalty: 4560.076660
	Iteration 20F: 3 clusters Score -1472191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1472196.125000 Penalty: 4560.076660
	Iteration 21Q: 3 clusters Score -1472196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1472202.625000 Penalty: 4560.076660
	Iteration 22Q: 3 clusters Score -1472203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1472208.750000 Penalty: 4560.076660
	Iteration 23Q: 3 clusters Score -1472209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1472210.000000 Penalty: 4560.076660
	Iteration 24Q: 3 clusters Score -1472210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1472219.875000 Penalty: 4560.076660
	Iteration 25Q: 3 clusters Score -1472220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1472215.875000 Penalty: 4560.076660
	Iteration 26Q: 3 clusters Score -1472216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1472220.625000 Penalty: 4560.076660
	Iteration 27Q: 3 clusters Score -1472221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1472218.500000 Penalty: 4560.076660
	Iteration 28Q: 3 clusters Score -1472218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1472222.875000 Penalty: 4560.076660
	Iteration 29Q: 3 clusters Score -1472223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1472221.125000 Penalty: 4560.076660
	Iteration 30Q: 3 clusters Score -1472221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1472219.625000 Penalty: 4560.076660
	Iteration 31Q: 3 clusters Score -1472220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1472220.125000 Penalty: 4560.076660
	Iteration 32Q: 3 clusters Score -1472220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1472220.875000 Penalty: 4560.076660
	Iteration 33Q: 3 clusters Score -1472221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1472223.125000 Penalty: 4560.076660
	Iteration 34Q: 3 clusters Score -1472223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1472222.750000 Penalty: 4560.076660
	Iteration 35Q: 3 clusters Score -1472223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1472223.500000 Penalty: 4560.076660
	Iteration 36Q: 3 clusters Score -1472224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1472226.125000 Penalty: 4560.076660
	Iteration 37Q: 3 clusters Score -1472226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1472227.625000 Penalty: 4560.076660
	Iteration 38Q: 3 clusters Score -1472228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1472230.375000 Penalty: 4560.076660
	Iteration 39Q: 3 clusters Score -1472230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1472229.875000 Penalty: 4560.076660
	Iteration 40F: 3 clusters Score -1472230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1472228.500000 Penalty: 4560.076660
	Iteration 41Q: 3 clusters Score -1472228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1472232.750000 Penalty: 4560.076660
	Iteration 42Q: 3 clusters Score -1472233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1472231.875000 Penalty: 4560.076660
	Iteration 43Q: 3 clusters Score -1472232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1472231.125000 Penalty: 4560.076660
	Iteration 44Q: 3 clusters Score -1472231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1472231.125000 Penalty: 4560.076660
	Iteration 45F: 3 clusters Score -1472231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -105469.460938 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -105469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103687.992188 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -103688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104104.960938 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -104105 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104280.312500 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -104280.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -104411.304688 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -104411.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104601.718750 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -104601.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104699.335938 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -104699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104739.781250 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -104739.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104762.898438 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -104762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104773.250000 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -104773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104785.835938 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -104785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -104800.953125 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -104801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104819.125000 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -104819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104823.070312 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -104823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104827.078125 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -104827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104831.289062 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -104831.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -104835.453125 Penalty: 3378.923096
	Iteration 15F: 3 clusters Score -104835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -104871.109375 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -104871.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104969.210938 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -104969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104984.906250 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -104984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104991.671875 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -104991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105000.554688 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -105000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105004.460938 Penalty: 3378.923096
	Iteration 21Q: 3 clusters Score -105004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -105010.562500 Penalty: 3378.923096
	Iteration 22Q: 3 clusters Score -105010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105022.898438 Penalty: 3378.923096
	Iteration 23Q: 3 clusters Score -105022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -105025.804688 Penalty: 3378.923096
	Iteration 24Q: 3 clusters Score -105025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105029.773438 Penalty: 3378.923096
	Iteration 25Q: 3 clusters Score -105029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105029.773438 Penalty: 3378.923096
	Iteration 26F: 3 clusters Score -105029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -1030605.062500 Penalty: 2222.736816
	Iteration 0F: 2 clusters Score -1030605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1024283.062500 Penalty: 4445.473633
	Iteration 0F: 3 clusters Score -1024283 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1026125.000000 Penalty: 4445.473633
	Iteration 1F: 3 clusters Score -1026125 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1026560.000000 Penalty: 4445.473633
	Iteration 2F: 3 clusters Score -1026560 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1026948.437500 Penalty: 4445.473633
	Iteration 3F: 3 clusters Score -1026948 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1027343.000000 Penalty: 4445.473633
	Iteration 4F: 3 clusters Score -1027343 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1027672.437500 Penalty: 4445.473633
	Iteration 5F: 3 clusters Score -1027672 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1027960.687500 Penalty: 4445.473633
	Iteration 6F: 3 clusters Score -1027961 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1028172.687500 Penalty: 4445.473633
	Iteration 7Q: 3 clusters Score -1028173 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1028331.687500 Penalty: 4445.473633
	Iteration 8Q: 3 clusters Score -1028332 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1028452.250000 Penalty: 4445.473633
	Iteration 9Q: 3 clusters Score -1028452 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1028548.062500 Penalty: 4445.473633
	Iteration 10Q: 3 clusters Score -1028548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1028620.000000 Penalty: 4445.473633
	Iteration 11Q: 3 clusters Score -1028620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1028686.562500 Penalty: 4445.473633
	Iteration 12Q: 3 clusters Score -1028687 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1028728.125000 Penalty: 4445.473633
	Iteration 13Q: 3 clusters Score -1028728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1028759.500000 Penalty: 4445.473633
	Iteration 14Q: 3 clusters Score -1028760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1028782.875000 Penalty: 4445.473633
	Iteration 15Q: 3 clusters Score -1028783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1028806.875000 Penalty: 4445.473633
	Iteration 16Q: 3 clusters Score -1028807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1028829.812500 Penalty: 4445.473633
	Iteration 17Q: 3 clusters Score -1028830 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1028854.500000 Penalty: 4445.473633
	Iteration 18Q: 3 clusters Score -1028854 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1028880.562500 Penalty: 4445.473633
	Iteration 19Q: 3 clusters Score -1028881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1028902.062500 Penalty: 4445.473633
	Iteration 20F: 3 clusters Score -1028902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1028921.562500 Penalty: 4445.473633
	Iteration 21Q: 3 clusters Score -1028922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1028938.687500 Penalty: 4445.473633
	Iteration 22Q: 3 clusters Score -1028939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1028953.187500 Penalty: 4445.473633
	Iteration 23Q: 3 clusters Score -1028953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1028965.750000 Penalty: 4445.473633
	Iteration 24Q: 3 clusters Score -1028966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1028975.250000 Penalty: 4445.473633
	Iteration 25Q: 3 clusters Score -1028975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1028981.125000 Penalty: 4445.473633
	Iteration 26Q: 3 clusters Score -1028981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1028984.000000 Penalty: 4445.473633
	Iteration 27Q: 3 clusters Score -1028984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1028997.375000 Penalty: 4445.473633
	Iteration 28Q: 3 clusters Score -1028997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1029005.000000 Penalty: 4445.473633
	Iteration 29Q: 3 clusters Score -1029005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1029012.312500 Penalty: 4445.473633
	Iteration 30Q: 3 clusters Score -1029012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1029019.375000 Penalty: 4445.473633
	Iteration 31Q: 3 clusters Score -1029019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1029021.500000 Penalty: 4445.473633
	Iteration 32Q: 3 clusters Score -1029022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1029026.062500 Penalty: 4445.473633
	Iteration 33Q: 3 clusters Score -1029026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1029030.437500 Penalty: 4445.473633
	Iteration 34Q: 3 clusters Score -1029030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1029034.500000 Penalty: 4445.473633
	Iteration 35Q: 3 clusters Score -1029034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1029037.375000 Penalty: 4445.473633
	Iteration 36Q: 3 clusters Score -1029037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1029036.687500 Penalty: 4445.473633
	Iteration 37Q: 3 clusters Score -1029037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1029042.812500 Penalty: 4445.473633
	Iteration 38Q: 3 clusters Score -1029043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1029045.562500 Penalty: 4445.473633
	Iteration 39Q: 3 clusters Score -1029046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1029044.750000 Penalty: 4445.473633
	Iteration 40F: 3 clusters Score -1029045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1029046.625000 Penalty: 4445.473633
	Iteration 41Q: 3 clusters Score -1029047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1029047.187500 Penalty: 4445.473633
	Iteration 42Q: 3 clusters Score -1029047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1029047.437500 Penalty: 4445.473633
	Iteration 43Q: 3 clusters Score -1029047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1029048.625000 Penalty: 4445.473633
	Iteration 44Q: 3 clusters Score -1029049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1029053.000000 Penalty: 4445.473633
	Iteration 45Q: 3 clusters Score -1029053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1029051.437500 Penalty: 4445.473633
	Iteration 46Q: 3 clusters Score -1029051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1029051.562500 Penalty: 4445.473633
	Iteration 47Q: 3 clusters Score -1029052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1029053.375000 Penalty: 4445.473633
	Iteration 48Q: 3 clusters Score -1029053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1029052.937500 Penalty: 4445.473633
	Iteration 49Q: 3 clusters Score -1029053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1029053.250000 Penalty: 4445.473633
	Iteration 50Q: 3 clusters Score -1029053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1029057.312500 Penalty: 4445.473633
	Iteration 51Q: 3 clusters Score -1029057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1029061.062500 Penalty: 4445.473633
	Iteration 52Q: 3 clusters Score -1029061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1029067.625000 Penalty: 4445.473633
	Iteration 53Q: 3 clusters Score -1029068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1029071.000000 Penalty: 4445.473633
	Iteration 54Q: 3 clusters Score -1029071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1029076.937500 Penalty: 4445.473633
	Iteration 55Q: 3 clusters Score -1029077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1029086.062500 Penalty: 4445.473633
	Iteration 56Q: 3 clusters Score -1029086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1029094.750000 Penalty: 4445.473633
	Iteration 57Q: 3 clusters Score -1029095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1029100.687500 Penalty: 4445.473633
	Iteration 58Q: 3 clusters Score -1029101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1029109.625000 Penalty: 4445.473633
	Iteration 59Q: 3 clusters Score -1029110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1029120.250000 Penalty: 4445.473633
	Iteration 60F: 3 clusters Score -1029120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1029131.125000 Penalty: 4445.473633
	Iteration 61Q: 3 clusters Score -1029131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1029147.375000 Penalty: 4445.473633
	Iteration 62Q: 3 clusters Score -1029147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1029158.062500 Penalty: 4445.473633
	Iteration 63Q: 3 clusters Score -1029158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1029165.125000 Penalty: 4445.473633
	Iteration 64Q: 3 clusters Score -1029165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1029173.625000 Penalty: 4445.473633
	Iteration 65Q: 3 clusters Score -1029174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1029176.750000 Penalty: 4445.473633
	Iteration 66Q: 3 clusters Score -1029177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1029182.000000 Penalty: 4445.473633
	Iteration 67Q: 3 clusters Score -1029182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1029186.125000 Penalty: 4445.473633
	Iteration 68Q: 3 clusters Score -1029186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1029191.500000 Penalty: 4445.473633
	Iteration 69Q: 3 clusters Score -1029192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1029196.875000 Penalty: 4445.473633
	Iteration 70Q: 3 clusters Score -1029197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1029199.562500 Penalty: 4445.473633
	Iteration 71Q: 3 clusters Score -1029200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1029202.812500 Penalty: 4445.473633
	Iteration 72Q: 3 clusters Score -1029203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1029201.687500 Penalty: 4445.473633
	Iteration 73Q: 3 clusters Score -1029202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1029204.437500 Penalty: 4445.473633
	Iteration 74Q: 3 clusters Score -1029204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1029207.375000 Penalty: 4445.473633
	Iteration 75Q: 3 clusters Score -1029207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1029206.500000 Penalty: 4445.473633
	Iteration 76Q: 3 clusters Score -1029206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1029210.250000 Penalty: 4445.473633
	Iteration 77Q: 3 clusters Score -1029210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1029210.812500 Penalty: 4445.473633
	Iteration 78Q: 3 clusters Score -1029211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1029212.250000 Penalty: 4445.473633
	Iteration 79Q: 3 clusters Score -1029212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1029215.062500 Penalty: 4445.473633
	Iteration 80F: 3 clusters Score -1029215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1029215.062500 Penalty: 4445.473633
	Iteration 81Q: 3 clusters Score -1029215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1029215.062500 Penalty: 4445.473633
	Iteration 82F: 3 clusters Score -1029215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86725.093750 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86725.09 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86955.093750 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86955.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87024.218750 Penalty: 3207.207764
	Iteration 2Q: 3 clusters Score -87024.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87046.125000 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -87046.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87066.351562 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -87066.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87082.187500 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -87082.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87094.171875 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -87094.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87109.664062 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -87109.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87116.625000 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -87116.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -87121.085938 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -87121.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87127.898438 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -87127.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -87135.195312 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -87135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -87146.476562 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -87146.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87148.750000 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -87148.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87151.679688 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -87151.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87153.390625 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -87153.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87156.000000 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -87156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87156.000000 Penalty: 3207.207764
	Iteration 17F: 3 clusters Score -87156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1345733.875000 Penalty: 2279.406982
	Iteration 0F: 2 clusters Score -1345734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1338231.000000 Penalty: 4558.813965
	Iteration 0F: 3 clusters Score -1338231 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1340592.875000 Penalty: 4558.813965
	Iteration 1F: 3 clusters Score -1340593 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1341200.375000 Penalty: 4558.813965
	Iteration 2F: 3 clusters Score -1341200 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1341691.250000 Penalty: 4558.813965
	Iteration 3F: 3 clusters Score -1341691 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1342099.250000 Penalty: 4558.813965
	Iteration 4F: 3 clusters Score -1342099 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1342482.000000 Penalty: 4558.813965
	Iteration 5F: 3 clusters Score -1342482 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1342802.750000 Penalty: 4558.813965
	Iteration 6Q: 3 clusters Score -1342803 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1343075.750000 Penalty: 4558.813965
	Iteration 7Q: 3 clusters Score -1343076 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1343306.875000 Penalty: 4558.813965
	Iteration 8Q: 3 clusters Score -1343307 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1343519.875000 Penalty: 4558.813965
	Iteration 9Q: 3 clusters Score -1343520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1343699.250000 Penalty: 4558.813965
	Iteration 10Q: 3 clusters Score -1343699 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1343882.125000 Penalty: 4558.813965
	Iteration 11Q: 3 clusters Score -1343882 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1344068.125000 Penalty: 4558.813965
	Iteration 12Q: 3 clusters Score -1344068 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1344314.875000 Penalty: 4558.813965
	Iteration 13Q: 3 clusters Score -1344315 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1344573.750000 Penalty: 4558.813965
	Iteration 14Q: 3 clusters Score -1344574 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1344776.000000 Penalty: 4558.813965
	Iteration 15Q: 3 clusters Score -1344776 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1344905.375000 Penalty: 4558.813965
	Iteration 16Q: 3 clusters Score -1344905 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1344995.375000 Penalty: 4558.813965
	Iteration 17Q: 3 clusters Score -1344995 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1345043.375000 Penalty: 4558.813965
	Iteration 18Q: 3 clusters Score -1345043 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1345068.000000 Penalty: 4558.813965
	Iteration 19Q: 3 clusters Score -1345068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1345085.500000 Penalty: 4558.813965
	Iteration 20F: 3 clusters Score -1345086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1345099.750000 Penalty: 4558.813965
	Iteration 21Q: 3 clusters Score -1345100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1345110.875000 Penalty: 4558.813965
	Iteration 22Q: 3 clusters Score -1345111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1345124.625000 Penalty: 4558.813965
	Iteration 23Q: 3 clusters Score -1345125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1345131.625000 Penalty: 4558.813965
	Iteration 24Q: 3 clusters Score -1345132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1345135.875000 Penalty: 4558.813965
	Iteration 25Q: 3 clusters Score -1345136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1345145.250000 Penalty: 4558.813965
	Iteration 26Q: 3 clusters Score -1345145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1345147.875000 Penalty: 4558.813965
	Iteration 27Q: 3 clusters Score -1345148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1345150.875000 Penalty: 4558.813965
	Iteration 28Q: 3 clusters Score -1345151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1345155.750000 Penalty: 4558.813965
	Iteration 29Q: 3 clusters Score -1345156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1345158.125000 Penalty: 4558.813965
	Iteration 30Q: 3 clusters Score -1345158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1345160.750000 Penalty: 4558.813965
	Iteration 31Q: 3 clusters Score -1345161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1345165.250000 Penalty: 4558.813965
	Iteration 32Q: 3 clusters Score -1345165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1345164.875000 Penalty: 4558.813965
	Iteration 33Q: 3 clusters Score -1345165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1345168.875000 Penalty: 4558.813965
	Iteration 34Q: 3 clusters Score -1345169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1345170.250000 Penalty: 4558.813965
	Iteration 35Q: 3 clusters Score -1345170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1345172.500000 Penalty: 4558.813965
	Iteration 36Q: 3 clusters Score -1345172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1345173.750000 Penalty: 4558.813965
	Iteration 37Q: 3 clusters Score -1345174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1345175.125000 Penalty: 4558.813965
	Iteration 38Q: 3 clusters Score -1345175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1345174.750000 Penalty: 4558.813965
	Iteration 39Q: 3 clusters Score -1345175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1345174.750000 Penalty: 4558.813965
	Iteration 40F: 3 clusters Score -1345175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -168168.812500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -168168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -166139.937500 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -166139.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -166559.281250 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -166559.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166736.734375 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -166736.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -166849.875000 Penalty: 3517.916504
	Iteration 3F: 3 clusters Score -166849.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -166940.421875 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -166940.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -167048.890625 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -167048.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -167128.515625 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -167128.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -167188.343750 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -167188.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -167222.125000 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -167222.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -167244.875000 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -167244.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167257.687500 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -167257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167272.421875 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -167272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167275.828125 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -167275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167275.828125 Penalty: 3517.916504
	Iteration 13F: 3 clusters Score -167275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Entering Unmasked Estep 
Score: -5531881.000000 Penalty: 2608.000000
	Iteration 0F: 2 clusters Score -5531881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5506853.000000 Penalty: 5216.000000
	Iteration 0F: 3 clusters Score -5506853 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5516431.000000 Penalty: 5216.000000
	Iteration 1F: 3 clusters Score -5516431 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -5517216.500000 Penalty: 5216.000000
	Iteration 2F: 3 clusters Score -5517216 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5518081.500000 Penalty: 5216.000000
	Iteration 3F: 3 clusters Score -5518082 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -5518994.500000 Penalty: 5216.000000
	Iteration 4F: 3 clusters Score -5518994 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -5519956.000000 Penalty: 5216.000000
	Iteration 5F: 3 clusters Score -5519956 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5520814.500000 Penalty: 5216.000000
	Iteration 6F: 3 clusters Score -5520814 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -5521470.000000 Penalty: 5216.000000
	Iteration 7Q: 3 clusters Score -5521470 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -5521970.000000 Penalty: 5216.000000
	Iteration 8Q: 3 clusters Score -5521970 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5522329.500000 Penalty: 5216.000000
	Iteration 9Q: 3 clusters Score -5522330 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5522582.500000 Penalty: 5216.000000
	Iteration 10Q: 3 clusters Score -5522582 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -5522773.000000 Penalty: 5216.000000
	Iteration 11Q: 3 clusters Score -5522773 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5522939.000000 Penalty: 5216.000000
	Iteration 12Q: 3 clusters Score -5522939 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5523062.500000 Penalty: 5216.000000
	Iteration 13Q: 3 clusters Score -5523062 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -5523180.500000 Penalty: 5216.000000
	Iteration 14Q: 3 clusters Score -5523180 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -5523353.500000 Penalty: 5216.000000
	Iteration 15Q: 3 clusters Score -5523354 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5523507.000000 Penalty: 5216.000000
	Iteration 16Q: 3 clusters Score -5523507 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -5523729.000000 Penalty: 5216.000000
	Iteration 17Q: 3 clusters Score -5523729 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -5523998.500000 Penalty: 5216.000000
	Iteration 18Q: 3 clusters Score -5523998 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -5524323.000000 Penalty: 5216.000000
	Iteration 19Q: 3 clusters Score -5524323 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -5524725.000000 Penalty: 5216.000000
	Iteration 20F: 3 clusters Score -5524725 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -5525144.500000 Penalty: 5216.000000
	Iteration 21Q: 3 clusters Score -5525144 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -5525656.500000 Penalty: 5216.000000
	Iteration 22Q: 3 clusters Score -5525656 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -5526232.000000 Penalty: 5216.000000
	Iteration 23Q: 3 clusters Score -5526232 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5526764.000000 Penalty: 5216.000000
	Iteration 24Q: 3 clusters Score -5526764 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -5527278.000000 Penalty: 5216.000000
	Iteration 25Q: 3 clusters Score -5527278 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -5527752.500000 Penalty: 5216.000000
	Iteration 26Q: 3 clusters Score -5527752 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5528148.500000 Penalty: 5216.000000
	Iteration 27Q: 3 clusters Score -5528148 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5528457.500000 Penalty: 5216.000000
	Iteration 28Q: 3 clusters Score -5528458 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5528730.000000 Penalty: 5216.000000
	Iteration 29Q: 3 clusters Score -5528730 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5528950.000000 Penalty: 5216.000000
	Iteration 30Q: 3 clusters Score -5528950 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5529073.000000 Penalty: 5216.000000
	Iteration 31Q: 3 clusters Score -5529073 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5529196.500000 Penalty: 5216.000000
	Iteration 32Q: 3 clusters Score -5529196 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5529290.000000 Penalty: 5216.000000
	Iteration 33Q: 3 clusters Score -5529290 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5529375.500000 Penalty: 5216.000000
	Iteration 34Q: 3 clusters Score -5529376 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5529458.500000 Penalty: 5216.000000
	Iteration 35Q: 3 clusters Score -5529458 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5529496.500000 Penalty: 5216.000000
	Iteration 36Q: 3 clusters Score -5529496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5529538.500000 Penalty: 5216.000000
	Iteration 37Q: 3 clusters Score -5529538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5529568.500000 Penalty: 5216.000000
	Iteration 38Q: 3 clusters Score -5529568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5529592.000000 Penalty: 5216.000000
	Iteration 39Q: 3 clusters Score -5529592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5529613.000000 Penalty: 5216.000000
	Iteration 40F: 3 clusters Score -5529613 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5529610.500000 Penalty: 5216.000000
	Iteration 41Q: 3 clusters Score -5529610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5529632.500000 Penalty: 5216.000000
	Iteration 42Q: 3 clusters Score -5529632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5529644.500000 Penalty: 5216.000000
	Iteration 43Q: 3 clusters Score -5529644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5529658.000000 Penalty: 5216.000000
	Iteration 44Q: 3 clusters Score -5529658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5529673.500000 Penalty: 5216.000000
	Iteration 45Q: 3 clusters Score -5529674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5529671.000000 Penalty: 5216.000000
	Iteration 46Q: 3 clusters Score -5529671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5529671.000000 Penalty: 5216.000000
	Iteration 47Q: 3 clusters Score -5529671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5529689.000000 Penalty: 5216.000000
	Iteration 48Q: 3 clusters Score -5529689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5529689.500000 Penalty: 5216.000000
	Iteration 49Q: 3 clusters Score -5529690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5529692.500000 Penalty: 5216.000000
	Iteration 50Q: 3 clusters Score -5529692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5529693.000000 Penalty: 5216.000000
	Iteration 51Q: 3 clusters Score -5529693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5529700.000000 Penalty: 5216.000000
	Iteration 52Q: 3 clusters Score -5529700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5529702.500000 Penalty: 5216.000000
	Iteration 53Q: 3 clusters Score -5529702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5529696.000000 Penalty: 5216.000000
	Iteration 54Q: 3 clusters Score -5529696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5529710.000000 Penalty: 5216.000000
	Iteration 55Q: 3 clusters Score -5529710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5529710.500000 Penalty: 5216.000000
	Iteration 56Q: 3 clusters Score -5529710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5529725.500000 Penalty: 5216.000000
	Iteration 57Q: 3 clusters Score -5529726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5529734.000000 Penalty: 5216.000000
	Iteration 58Q: 3 clusters Score -5529734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5529733.000000 Penalty: 5216.000000
	Iteration 59Q: 3 clusters Score -5529733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5529734.500000 Penalty: 5216.000000
	Iteration 60F: 3 clusters Score -5529734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5529740.000000 Penalty: 5216.000000
	Iteration 61Q: 3 clusters Score -5529740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5529737.000000 Penalty: 5216.000000
	Iteration 62Q: 3 clusters Score -5529737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5529742.000000 Penalty: 5216.000000
	Iteration 63Q: 3 clusters Score -5529742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5529743.000000 Penalty: 5216.000000
	Iteration 64Q: 3 clusters Score -5529743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5529749.500000 Penalty: 5216.000000
	Iteration 65Q: 3 clusters Score -5529750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5529752.500000 Penalty: 5216.000000
	Iteration 66Q: 3 clusters Score -5529752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5529748.500000 Penalty: 5216.000000
	Iteration 67Q: 3 clusters Score -5529748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5529749.500000 Penalty: 5216.000000
	Iteration 68Q: 3 clusters Score -5529750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5529749.500000 Penalty: 5216.000000
	Iteration 69Q: 3 clusters Score -5529750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5529749.500000 Penalty: 5216.000000
	Iteration 70F: 3 clusters Score -5529750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -111148.070312 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111148.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111518.789062 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111518.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -111694.070312 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111694.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -111807.835938 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111807.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111870.960938 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111917.500000 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111917.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -111939.984375 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -111954.546875 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -111954.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111970.617188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -111970.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -111979.726562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -111979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111990.023438 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -111990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112004.625000 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112023.757812 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112023.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112038.539062 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112042.500000 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112042.500000 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -112042.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Entering Unmasked Estep 
Score: -1368554.125000 Penalty: 2263.997314
	Iteration 0F: 2 clusters Score -1368554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1361252.250000 Penalty: 4527.994629
	Iteration 0F: 3 clusters Score -1361252 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1363378.500000 Penalty: 4527.994629
	Iteration 1F: 3 clusters Score -1363378 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1363730.500000 Penalty: 4527.994629
	Iteration 2F: 3 clusters Score -1363730 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1364026.375000 Penalty: 4527.994629
	Iteration 3F: 3 clusters Score -1364026 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1364308.500000 Penalty: 4527.994629
	Iteration 4F: 3 clusters Score -1364308 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1364571.375000 Penalty: 4527.994629
	Iteration 5F: 3 clusters Score -1364571 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1364815.750000 Penalty: 4527.994629
	Iteration 6Q: 3 clusters Score -1364816 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1365038.500000 Penalty: 4527.994629
	Iteration 7Q: 3 clusters Score -1365038 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1365228.250000 Penalty: 4527.994629
	Iteration 8Q: 3 clusters Score -1365228 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1365406.625000 Penalty: 4527.994629
	Iteration 9Q: 3 clusters Score -1365407 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1365573.250000 Penalty: 4527.994629
	Iteration 10Q: 3 clusters Score -1365573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1365709.500000 Penalty: 4527.994629
	Iteration 11Q: 3 clusters Score -1365710 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1365871.125000 Penalty: 4527.994629
	Iteration 12Q: 3 clusters Score -1365871 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1366004.000000 Penalty: 4527.994629
	Iteration 13Q: 3 clusters Score -1366004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1366119.625000 Penalty: 4527.994629
	Iteration 14Q: 3 clusters Score -1366120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1366202.125000 Penalty: 4527.994629
	Iteration 15Q: 3 clusters Score -1366202 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1366273.750000 Penalty: 4527.994629
	Iteration 16Q: 3 clusters Score -1366274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1366338.875000 Penalty: 4527.994629
	Iteration 17Q: 3 clusters Score -1366339 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1366406.625000 Penalty: 4527.994629
	Iteration 18Q: 3 clusters Score -1366407 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1366467.375000 Penalty: 4527.994629
	Iteration 19Q: 3 clusters Score -1366467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1366503.750000 Penalty: 4527.994629
	Iteration 20F: 3 clusters Score -1366504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1366530.750000 Penalty: 4527.994629
	Iteration 21Q: 3 clusters Score -1366531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1366550.375000 Penalty: 4527.994629
	Iteration 22Q: 3 clusters Score -1366550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1366564.125000 Penalty: 4527.994629
	Iteration 23Q: 3 clusters Score -1366564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1366578.375000 Penalty: 4527.994629
	Iteration 24Q: 3 clusters Score -1366578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1366593.750000 Penalty: 4527.994629
	Iteration 25Q: 3 clusters Score -1366594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1366597.000000 Penalty: 4527.994629
	Iteration 26Q: 3 clusters Score -1366597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1366599.750000 Penalty: 4527.994629
	Iteration 27Q: 3 clusters Score -1366600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1366601.750000 Penalty: 4527.994629
	Iteration 28Q: 3 clusters Score -1366602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1366604.500000 Penalty: 4527.994629
	Iteration 29Q: 3 clusters Score -1366604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1366604.750000 Penalty: 4527.994629
	Iteration 30Q: 3 clusters Score -1366605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1366608.375000 Penalty: 4527.994629
	Iteration 31Q: 3 clusters Score -1366608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1366612.875000 Penalty: 4527.994629
	Iteration 32Q: 3 clusters Score -1366613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1366613.375000 Penalty: 4527.994629
	Iteration 33Q: 3 clusters Score -1366613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1366613.750000 Penalty: 4527.994629
	Iteration 34Q: 3 clusters Score -1366614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1366613.750000 Penalty: 4527.994629
	Iteration 35F: 3 clusters Score -1366614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 101642 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68256 members 
Mstep: Class 5 contains 61219 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4266 members 
Mstep: Class 12 contains 95536 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23325 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30095 members 
Mstep: Class 27 contains 3162 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11562 members 
Mstep: Class 34 contains 18409 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063128.000000 Penalty: 158475.468750
Iteration 439Q: 48 clusters Score -1.150631e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101644 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68250 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4267 members 
Mstep: Class 12 contains 95536 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15858 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79710 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23330 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30093 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11563 members 
Mstep: Class 34 contains 18410 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063216.000000 Penalty: 158475.468750
Iteration 440F: 48 clusters Score -1.150632e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101645 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68243 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 13315 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95534 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79711 members 
Mstep: Class 20 contains 11979 members 
Mstep: Class 21 contains 23339 members 
Mstep: Class 22 contains 11886 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30091 members 
Mstep: Class 27 contains 3158 members 
Mstep: Class 28 contains 31016 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11567 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063208.000000 Penalty: 158475.468750
Iteration 441Q: 48 clusters Score -1.150632e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101649 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 68240 members 
Mstep: Class 5 contains 61219 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 13314 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95532 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79711 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23341 members 
Mstep: Class 22 contains 11887 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31015 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11572 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063224.000000 Penalty: 158475.468750
Iteration 442Q: 48 clusters Score -1.150632e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101650 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68236 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95528 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79712 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23345 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30090 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31015 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11576 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7805 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063224.000000 Penalty: 158475.468750
Iteration 443Q: 48 clusters Score -1.150632e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101656 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68225 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 21794 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95526 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23352 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11579 members 
Mstep: Class 34 contains 18411 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063184.000000 Penalty: 158475.468750
Iteration 444Q: 48 clusters Score -1.150632e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101659 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68207 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11789 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13307 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95524 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79716 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23365 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11583 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13024 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063136.000000 Penalty: 158475.468750
Iteration 445Q: 48 clusters Score -1.150631e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101663 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68201 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 21795 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95521 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15851 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79718 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23369 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10809 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11582 members 
Mstep: Class 34 contains 18413 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9811 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063128.000000 Penalty: 158475.468750
Iteration 446Q: 48 clusters Score -1.150631e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101669 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68200 members 
Mstep: Class 5 contains 61220 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13309 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95518 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 15847 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79716 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31012 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11583 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7806 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063096.000000 Penalty: 158475.468750
Iteration 447Q: 48 clusters Score -1.150631e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 101669 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68192 members 
Mstep: Class 5 contains 61222 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11787 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13309 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95514 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14439 members 
Mstep: Class 15 contains 15845 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79718 members 
Mstep: Class 20 contains 11981 members 
Mstep: Class 21 contains 23378 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10810 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31012 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11586 members 
Mstep: Class 34 contains 18415 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7807 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36906 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063128.000000 Penalty: 158475.468750
Iteration 448Q: 48 clusters Score -1.150631e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68184 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13308 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14441 members 
Mstep: Class 15 contains 15846 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79718 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23383 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3160 members 
Mstep: Class 28 contains 31011 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2976 members 
Mstep: Class 33 contains 11588 members 
Mstep: Class 34 contains 18416 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36905 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063024.000000 Penalty: 158475.468750
Iteration 449Q: 48 clusters Score -1.15063e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 101670 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68181 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11785 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13307 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95511 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79717 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23385 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30088 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31010 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36903 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063096.000000 Penalty: 158475.468750
Iteration 450Q: 48 clusters Score -1.150631e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68183 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13305 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95508 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79716 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23387 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30089 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31010 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11591 members 
Mstep: Class 34 contains 18417 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13025 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36903 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063064.000000 Penalty: 158475.468750
Iteration 451Q: 48 clusters Score -1.150631e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68184 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13302 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15854 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9148 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23388 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30087 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31010 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11592 members 
Mstep: Class 34 contains 18416 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36902 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063032.000000 Penalty: 158475.468750
Iteration 452Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68180 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13301 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9150 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23391 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31010 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18416 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36900 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063040.000000 Penalty: 158475.468750
Iteration 453Q: 48 clusters Score -1.15063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68174 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95506 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23396 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31010 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9810 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36899 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063048.000000 Penalty: 158475.468750
Iteration 454Q: 48 clusters Score -1.15063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68170 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9154 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23399 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30084 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31011 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18414 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9809 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36899 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062992.000000 Penalty: 158475.468750
Iteration 455Q: 48 clusters Score -1.15063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68170 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13300 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15859 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9156 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30083 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31011 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18412 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7809 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9808 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36899 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063008.000000 Penalty: 158475.468750
Iteration 456Q: 48 clusters Score -1.15063e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 101673 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68168 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13300 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15857 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9159 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30083 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31012 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18410 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7810 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36898 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063024.000000 Penalty: 158475.468750
Iteration 457Q: 48 clusters Score -1.15063e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 101673 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68166 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13300 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30083 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11593 members 
Mstep: Class 34 contains 18407 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7811 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36897 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063032.000000 Penalty: 158475.468750
Iteration 458Q: 48 clusters Score -1.15063e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68164 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15856 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9168 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30083 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11595 members 
Mstep: Class 34 contains 18401 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7812 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062976.000000 Penalty: 158475.468750
Iteration 459Q: 48 clusters Score -1.15063e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68163 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15855 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9172 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30083 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11892 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11594 members 
Mstep: Class 34 contains 18399 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7813 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062984.000000 Penalty: 158475.468750
Iteration 460F: 48 clusters Score -1.15063e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101670 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68164 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9174 members 
Mstep: Class 18 contains 10256 members 
Mstep: Class 19 contains 79714 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30084 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11891 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11594 members 
Mstep: Class 34 contains 18398 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7813 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063008.000000 Penalty: 158475.468750
Iteration 461Q: 48 clusters Score -1.15063e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101671 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68162 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13299 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4270 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9176 members 
Mstep: Class 18 contains 10258 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23404 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31014 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11891 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11591 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7815 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062992.000000 Penalty: 158475.468750
Iteration 462Q: 48 clusters Score -1.15063e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68162 members 
Mstep: Class 5 contains 61224 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 15849 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9178 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23405 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30086 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11891 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7815 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9807 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36893 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063024.000000 Penalty: 158475.468750
Iteration 463Q: 48 clusters Score -1.15063e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101673 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68160 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95504 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9179 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11589 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7816 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9806 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36895 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063080.000000 Penalty: 158475.468750
Iteration 464Q: 48 clusters Score -1.150631e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68159 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9179 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18396 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7817 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9806 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063072.000000 Penalty: 158475.468750
Iteration 465Q: 48 clusters Score -1.150631e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68159 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18395 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7818 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9805 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063064.000000 Penalty: 158475.468750
Iteration 466Q: 48 clusters Score -1.150631e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68159 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18395 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7818 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9805 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063064.000000 Penalty: 158475.468750
Iteration 467F: 48 clusters Score -1.150631e+08 nChanged 0
Entering ConstructFrom: 
Score: -115063064.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (8276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Entering Unmasked Estep 
Score: -1175440.500000 Penalty: 2237.236572
	Iteration 0F: 2 clusters Score -1175440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1168841.500000 Penalty: 4474.473145
	Iteration 0F: 3 clusters Score -1168842 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1170935.875000 Penalty: 4474.473145
	Iteration 1F: 3 clusters Score -1170936 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1171463.875000 Penalty: 4474.473145
	Iteration 2F: 3 clusters Score -1171464 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1171925.750000 Penalty: 4474.473145
	Iteration 3F: 3 clusters Score -1171926 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1172347.000000 Penalty: 4474.473145
	Iteration 4F: 3 clusters Score -1172347 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1172735.500000 Penalty: 4474.473145
	Iteration 5F: 3 clusters Score -1172736 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1173044.875000 Penalty: 4474.473145
	Iteration 6F: 3 clusters Score -1173045 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1173283.625000 Penalty: 4474.473145
	Iteration 7Q: 3 clusters Score -1173284 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1173482.750000 Penalty: 4474.473145
	Iteration 8Q: 3 clusters Score -1173483 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1173631.625000 Penalty: 4474.473145
	Iteration 9Q: 3 clusters Score -1173632 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1173725.125000 Penalty: 4474.473145
	Iteration 10Q: 3 clusters Score -1173725 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1173790.375000 Penalty: 4474.473145
	Iteration 11Q: 3 clusters Score -1173790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1173849.750000 Penalty: 4474.473145
	Iteration 12Q: 3 clusters Score -1173850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1173898.375000 Penalty: 4474.473145
	Iteration 13Q: 3 clusters Score -1173898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1173925.750000 Penalty: 4474.473145
	Iteration 14Q: 3 clusters Score -1173926 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1173946.375000 Penalty: 4474.473145
	Iteration 15Q: 3 clusters Score -1173946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1173971.250000 Penalty: 4474.473145
	Iteration 16Q: 3 clusters Score -1173971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1173994.500000 Penalty: 4474.473145
	Iteration 17Q: 3 clusters Score -1173994 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1174010.250000 Penalty: 4474.473145
	Iteration 18Q: 3 clusters Score -1174010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1174031.125000 Penalty: 4474.473145
	Iteration 19Q: 3 clusters Score -1174031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1174044.750000 Penalty: 4474.473145
	Iteration 20F: 3 clusters Score -1174045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1174057.000000 Penalty: 4474.473145
	Iteration 21Q: 3 clusters Score -1174057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1174072.750000 Penalty: 4474.473145
	Iteration 22Q: 3 clusters Score -1174073 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1174090.000000 Penalty: 4474.473145
	Iteration 23Q: 3 clusters Score -1174090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1174104.625000 Penalty: 4474.473145
	Iteration 24Q: 3 clusters Score -1174105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1174113.375000 Penalty: 4474.473145
	Iteration 25Q: 3 clusters Score -1174113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1174120.500000 Penalty: 4474.473145
	Iteration 26Q: 3 clusters Score -1174120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1174131.375000 Penalty: 4474.473145
	Iteration 27Q: 3 clusters Score -1174131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1174142.000000 Penalty: 4474.473145
	Iteration 28Q: 3 clusters Score -1174142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1174152.375000 Penalty: 4474.473145
	Iteration 29Q: 3 clusters Score -1174152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1174161.750000 Penalty: 4474.473145
	Iteration 30Q: 3 clusters Score -1174162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1174173.500000 Penalty: 4474.473145
	Iteration 31Q: 3 clusters Score -1174174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1174178.000000 Penalty: 4474.473145
	Iteration 32Q: 3 clusters Score -1174178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1174184.875000 Penalty: 4474.473145
	Iteration 33Q: 3 clusters Score -1174185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1174190.625000 Penalty: 4474.473145
	Iteration 34Q: 3 clusters Score -1174191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1174193.750000 Penalty: 4474.473145
	Iteration 35Q: 3 clusters Score -1174194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1174195.250000 Penalty: 4474.473145
	Iteration 36Q: 3 clusters Score -1174195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1174199.250000 Penalty: 4474.473145
	Iteration 37Q: 3 clusters Score -1174199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1174204.750000 Penalty: 4474.473145
	Iteration 38Q: 3 clusters Score -1174205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1174209.000000 Penalty: 4474.473145
	Iteration 39Q: 3 clusters Score -1174209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1174212.125000 Penalty: 4474.473145
	Iteration 40F: 3 clusters Score -1174212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1174221.250000 Penalty: 4474.473145
	Iteration 41Q: 3 clusters Score -1174221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1174224.750000 Penalty: 4474.473145
	Iteration 42Q: 3 clusters Score -1174225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1174232.875000 Penalty: 4474.473145
	Iteration 43Q: 3 clusters Score -1174233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1174241.125000 Penalty: 4474.473145
	Iteration 44Q: 3 clusters Score -1174241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1174248.000000 Penalty: 4474.473145
	Iteration 45Q: 3 clusters Score -1174248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1174250.750000 Penalty: 4474.473145
	Iteration 46Q: 3 clusters Score -1174251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1174252.875000 Penalty: 4474.473145
	Iteration 47Q: 3 clusters Score -1174253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1174252.875000 Penalty: 4474.473145
	Iteration 48F: 3 clusters Score -1174253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101672 members 
Entering Unmasked Estep 
Score: -15048362.000000 Penalty: 2859.317871
	Iteration 0F: 2 clusters Score -1.504836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -14980736.000000 Penalty: 5718.635742
	Iteration 0F: 3 clusters Score -1.498074e+07 nChanged 47955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -15008448.000000 Penalty: 5718.635742
	Iteration 1F: 3 clusters Score -1.500845e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -15009981.000000 Penalty: 5718.635742
	Iteration 2Q: 3 clusters Score -1.500998e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -15012556.000000 Penalty: 5718.635742
	Iteration 3F: 3 clusters Score -1.501256e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 66634 members 
Entering Unmasked Estep 
Score: -15016540.000000 Penalty: 5718.635742
	Iteration 4F: 3 clusters Score -1.501654e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -15021685.000000 Penalty: 5718.635742
	Iteration 5F: 3 clusters Score -1.502168e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 80180 members 
Entering Unmasked Estep 
Score: -15027651.000000 Penalty: 5718.635742
	Iteration 6F: 3 clusters Score -1.502765e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -15033237.000000 Penalty: 5718.635742
	Iteration 7F: 3 clusters Score -1.503324e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -15037991.000000 Penalty: 5718.635742
	Iteration 8F: 3 clusters Score -1.503799e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 95941 members 
Entering Unmasked Estep 
Score: -15041582.000000 Penalty: 5718.635742
	Iteration 9Q: 3 clusters Score -1.504158e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -15043782.000000 Penalty: 5718.635742
	Iteration 10Q: 3 clusters Score -1.504378e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 99662 members 
Entering Unmasked Estep 
Score: -15044953.000000 Penalty: 5718.635742
	Iteration 11Q: 3 clusters Score -1.504495e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 100227 members 
Entering Unmasked Estep 
Score: -15045496.000000 Penalty: 5718.635742
	Iteration 12Q: 3 clusters Score -1.50455e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -15045794.000000 Penalty: 5718.635742
	Iteration 13Q: 3 clusters Score -1.504579e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 100633 members 
Entering Unmasked Estep 
Score: -15045994.000000 Penalty: 5718.635742
	Iteration 14Q: 3 clusters Score -1.504599e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -15046062.000000 Penalty: 5718.635742
	Iteration 15Q: 3 clusters Score -1.504606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -15046120.000000 Penalty: 5718.635742
	Iteration 16Q: 3 clusters Score -1.504612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 100731 members 
Entering Unmasked Estep 
Score: -15046160.000000 Penalty: 5718.635742
	Iteration 17Q: 3 clusters Score -1.504616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 100736 members 
Entering Unmasked Estep 
Score: -15046149.000000 Penalty: 5718.635742
	Iteration 18Q: 3 clusters Score -1.504615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -15046198.000000 Penalty: 5718.635742
	Iteration 19Q: 3 clusters Score -1.50462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 100749 members 
Entering Unmasked Estep 
Score: -15046193.000000 Penalty: 5718.635742
	Iteration 20F: 3 clusters Score -1.504619e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 100755 members 
Entering Unmasked Estep 
Score: -15046222.000000 Penalty: 5718.635742
	Iteration 21Q: 3 clusters Score -1.504622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -15046237.000000 Penalty: 5718.635742
	Iteration 22Q: 3 clusters Score -1.504624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -15046249.000000 Penalty: 5718.635742
	Iteration 23Q: 3 clusters Score -1.504625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -15046264.000000 Penalty: 5718.635742
	Iteration 24Q: 3 clusters Score -1.504626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -15046293.000000 Penalty: 5718.635742
	Iteration 25Q: 3 clusters Score -1.504629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -15046305.000000 Penalty: 5718.635742
	Iteration 26Q: 3 clusters Score -1.50463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 100780 members 
Entering Unmasked Estep 
Score: -15046307.000000 Penalty: 5718.635742
	Iteration 27Q: 3 clusters Score -1.504631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -15046308.000000 Penalty: 5718.635742
	Iteration 28Q: 3 clusters Score -1.504631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -15046309.000000 Penalty: 5718.635742
	Iteration 29Q: 3 clusters Score -1.504631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -15046310.000000 Penalty: 5718.635742
	Iteration 30Q: 3 clusters Score -1.504631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 100787 members 
Entering Unmasked Estep 
Score: -15046310.000000 Penalty: 5718.635742
	Iteration 31F: 3 clusters Score -1.504631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Entering Unmasked Estep 
Score: -1103835.875000 Penalty: 2218.604004
	Iteration 0F: 2 clusters Score -1103836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1097714.875000 Penalty: 4437.208008
	Iteration 0F: 3 clusters Score -1097715 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1099521.500000 Penalty: 4437.208008
	Iteration 1F: 3 clusters Score -1099522 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1099897.375000 Penalty: 4437.208008
	Iteration 2F: 3 clusters Score -1099897 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1100216.000000 Penalty: 4437.208008
	Iteration 3F: 3 clusters Score -1100216 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1100461.250000 Penalty: 4437.208008
	Iteration 4F: 3 clusters Score -1100461 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1100654.375000 Penalty: 4437.208008
	Iteration 5Q: 3 clusters Score -1100654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1100821.500000 Penalty: 4437.208008
	Iteration 6Q: 3 clusters Score -1100822 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1101029.250000 Penalty: 4437.208008
	Iteration 7Q: 3 clusters Score -1101029 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1101280.500000 Penalty: 4437.208008
	Iteration 8Q: 3 clusters Score -1101280 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1101669.125000 Penalty: 4437.208008
	Iteration 9F: 3 clusters Score -1101669 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1102203.625000 Penalty: 4437.208008
	Iteration 10F: 3 clusters Score -1102204 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1102872.125000 Penalty: 4437.208008
	Iteration 11F: 3 clusters Score -1102872 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1103352.125000 Penalty: 4437.208008
	Iteration 12F: 3 clusters Score -1103352 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1103591.625000 Penalty: 4437.208008
	Iteration 13Q: 3 clusters Score -1103592 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1103698.875000 Penalty: 4437.208008
	Iteration 14Q: 3 clusters Score -1103699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1103774.125000 Penalty: 4437.208008
	Iteration 15Q: 3 clusters Score -1103774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1103817.000000 Penalty: 4437.208008
	Iteration 16Q: 3 clusters Score -1103817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1103840.875000 Penalty: 4437.208008
	Iteration 17Q: 3 clusters Score -1103841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1103858.500000 Penalty: 4437.208008
	Iteration 18Q: 3 clusters Score -1103858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1103873.000000 Penalty: 4437.208008
	Iteration 19Q: 3 clusters Score -1103873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1103879.250000 Penalty: 4437.208008
	Iteration 20F: 3 clusters Score -1103879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1103882.875000 Penalty: 4437.208008
	Iteration 21Q: 3 clusters Score -1103883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1103886.375000 Penalty: 4437.208008
	Iteration 22Q: 3 clusters Score -1103886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1103890.375000 Penalty: 4437.208008
	Iteration 23Q: 3 clusters Score -1103890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1103892.500000 Penalty: 4437.208008
	Iteration 24Q: 3 clusters Score -1103892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1103895.000000 Penalty: 4437.208008
	Iteration 25Q: 3 clusters Score -1103895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1103894.125000 Penalty: 4437.208008
	Iteration 26Q: 3 clusters Score -1103894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1103900.375000 Penalty: 4437.208008
	Iteration 27Q: 3 clusters Score -1103900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1103909.500000 Penalty: 4437.208008
	Iteration 28Q: 3 clusters Score -1103910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1103924.250000 Penalty: 4437.208008
	Iteration 29Q: 3 clusters Score -1103924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1103938.625000 Penalty: 4437.208008
	Iteration 30Q: 3 clusters Score -1103939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1103969.500000 Penalty: 4437.208008
	Iteration 31Q: 3 clusters Score -1103970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1104003.250000 Penalty: 4437.208008
	Iteration 32Q: 3 clusters Score -1104003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1104046.625000 Penalty: 4437.208008
	Iteration 33Q: 3 clusters Score -1104047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1104082.875000 Penalty: 4437.208008
	Iteration 34Q: 3 clusters Score -1104083 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1104101.125000 Penalty: 4437.208008
	Iteration 35Q: 3 clusters Score -1104101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1104110.500000 Penalty: 4437.208008
	Iteration 36Q: 3 clusters Score -1104110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1104117.875000 Penalty: 4437.208008
	Iteration 37Q: 3 clusters Score -1104118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1104121.375000 Penalty: 4437.208008
	Iteration 38Q: 3 clusters Score -1104121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1104121.750000 Penalty: 4437.208008
	Iteration 39Q: 3 clusters Score -1104122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1104126.500000 Penalty: 4437.208008
	Iteration 40F: 3 clusters Score -1104126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1104126.250000 Penalty: 4437.208008
	Iteration 41Q: 3 clusters Score -1104126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1104123.750000 Penalty: 4437.208008
	Iteration 42Q: 3 clusters Score -1104124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1104128.250000 Penalty: 4437.208008
	Iteration 43Q: 3 clusters Score -1104128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1104131.750000 Penalty: 4437.208008
	Iteration 44Q: 3 clusters Score -1104132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1104133.250000 Penalty: 4437.208008
	Iteration 45Q: 3 clusters Score -1104133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1104132.125000 Penalty: 4437.208008
	Iteration 46Q: 3 clusters Score -1104132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1104132.875000 Penalty: 4437.208008
	Iteration 47Q: 3 clusters Score -1104133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1104133.375000 Penalty: 4437.208008
	Iteration 48Q: 3 clusters Score -1104133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1104133.375000 Penalty: 4437.208008
	Iteration 49F: 3 clusters Score -1104133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 4752 members 
Mstep: Class 4 contains 68159 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18395 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7818 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9805 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 2925 members 
Entering Unmasked Estep 
Score: -115061696.000000 Penalty: 161847.281250
Splitting cluster 3 changes total score from -115063064.000000 to -115061696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (68159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Entering Unmasked Estep 
Score: -9584600.000000 Penalty: 2760.140381
	Iteration 0F: 2 clusters Score -9584600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -9539096.000000 Penalty: 5520.280762
	Iteration 0F: 3 clusters Score -9539096 nChanged 31753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -9556939.000000 Penalty: 5520.280762
	Iteration 1F: 3 clusters Score -9556939 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -9558054.000000 Penalty: 5520.280762
	Iteration 2Q: 3 clusters Score -9558054 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -9559411.000000 Penalty: 5520.280762
	Iteration 3Q: 3 clusters Score -9559411 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9560955.000000 Penalty: 5520.280762
	Iteration 4F: 3 clusters Score -9560955 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9562611.000000 Penalty: 5520.280762
	Iteration 5F: 3 clusters Score -9562611 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9564329.000000 Penalty: 5520.280762
	Iteration 6F: 3 clusters Score -9564329 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -9565807.000000 Penalty: 5520.280762
	Iteration 7F: 3 clusters Score -9565807 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -9567132.000000 Penalty: 5520.280762
	Iteration 8Q: 3 clusters Score -9567132 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -9568344.000000 Penalty: 5520.280762
	Iteration 9Q: 3 clusters Score -9568344 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -9569295.000000 Penalty: 5520.280762
	Iteration 10Q: 3 clusters Score -9569295 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -9570065.000000 Penalty: 5520.280762
	Iteration 11Q: 3 clusters Score -9570065 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -9570900.000000 Penalty: 5520.280762
	Iteration 12Q: 3 clusters Score -9570900 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -9571840.000000 Penalty: 5520.280762
	Iteration 13Q: 3 clusters Score -9571840 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -9572951.000000 Penalty: 5520.280762
	Iteration 14Q: 3 clusters Score -9572951 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9574195.000000 Penalty: 5520.280762
	Iteration 15Q: 3 clusters Score -9574195 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -9575761.000000 Penalty: 5520.280762
	Iteration 16Q: 3 clusters Score -9575761 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -9577289.000000 Penalty: 5520.280762
	Iteration 17Q: 3 clusters Score -9577289 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -9578837.000000 Penalty: 5520.280762
	Iteration 18Q: 3 clusters Score -9578837 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -9580230.000000 Penalty: 5520.280762
	Iteration 19Q: 3 clusters Score -9580230 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61632 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -9581308.000000 Penalty: 5520.280762
	Iteration 20F: 3 clusters Score -9581308 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -9582103.000000 Penalty: 5520.280762
	Iteration 21Q: 3 clusters Score -9582103 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9582596.000000 Penalty: 5520.280762
	Iteration 22Q: 3 clusters Score -9582596 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64642 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9582909.000000 Penalty: 5520.280762
	Iteration 23Q: 3 clusters Score -9582909 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65094 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -9583145.000000 Penalty: 5520.280762
	Iteration 24Q: 3 clusters Score -9583145 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9583294.000000 Penalty: 5520.280762
	Iteration 25Q: 3 clusters Score -9583294 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9583384.000000 Penalty: 5520.280762
	Iteration 26Q: 3 clusters Score -9583384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9583425.000000 Penalty: 5520.280762
	Iteration 27Q: 3 clusters Score -9583425 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65885 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9583459.000000 Penalty: 5520.280762
	Iteration 28Q: 3 clusters Score -9583459 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9583476.000000 Penalty: 5520.280762
	Iteration 29Q: 3 clusters Score -9583476 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66039 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9583517.000000 Penalty: 5520.280762
	Iteration 30Q: 3 clusters Score -9583517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9583536.000000 Penalty: 5520.280762
	Iteration 31Q: 3 clusters Score -9583536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9583565.000000 Penalty: 5520.280762
	Iteration 32Q: 3 clusters Score -9583565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9583579.000000 Penalty: 5520.280762
	Iteration 33Q: 3 clusters Score -9583579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9583586.000000 Penalty: 5520.280762
	Iteration 34Q: 3 clusters Score -9583586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9583590.000000 Penalty: 5520.280762
	Iteration 35Q: 3 clusters Score -9583590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9583575.000000 Penalty: 5520.280762
	Iteration 36Q: 3 clusters Score -9583575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9583578.000000 Penalty: 5520.280762
	Iteration 37Q: 3 clusters Score -9583578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66240 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9583583.000000 Penalty: 5520.280762
	Iteration 38Q: 3 clusters Score -9583583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9583588.000000 Penalty: 5520.280762
	Iteration 39Q: 3 clusters Score -9583588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9583584.000000 Penalty: 5520.280762
	Iteration 40F: 3 clusters Score -9583584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9583591.000000 Penalty: 5520.280762
	Iteration 41Q: 3 clusters Score -9583591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9583588.000000 Penalty: 5520.280762
	Iteration 42Q: 3 clusters Score -9583588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9583585.000000 Penalty: 5520.280762
	Iteration 43Q: 3 clusters Score -9583585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9583586.000000 Penalty: 5520.280762
	Iteration 44Q: 3 clusters Score -9583586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66306 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -9583589.000000 Penalty: 5520.280762
	Iteration 45Q: 3 clusters Score -9583589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9583582.000000 Penalty: 5520.280762
	Iteration 46Q: 3 clusters Score -9583582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9583587.000000 Penalty: 5520.280762
	Iteration 47Q: 3 clusters Score -9583587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66317 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9583581.000000 Penalty: 5520.280762
	Iteration 48Q: 3 clusters Score -9583581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9583571.000000 Penalty: 5520.280762
	Iteration 49Q: 3 clusters Score -9583571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66328 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9583584.000000 Penalty: 5520.280762
	Iteration 50Q: 3 clusters Score -9583584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9583591.000000 Penalty: 5520.280762
	Iteration 51Q: 3 clusters Score -9583591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9583599.000000 Penalty: 5520.280762
	Iteration 52Q: 3 clusters Score -9583599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -9583601.000000 Penalty: 5520.280762
	Iteration 53Q: 3 clusters Score -9583601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9583605.000000 Penalty: 5520.280762
	Iteration 54Q: 3 clusters Score -9583605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9583605.000000 Penalty: 5520.280762
	Iteration 55F: 3 clusters Score -9583605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Entering Unmasked Estep 
Score: -9185349.000000 Penalty: 2733.524902
	Iteration 0F: 2 clusters Score -9185349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9144508.000000 Penalty: 5467.049805
	Iteration 0F: 3 clusters Score -9144508 nChanged 28398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -9160790.000000 Penalty: 5467.049805
	Iteration 1F: 3 clusters Score -9160790 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -9162005.000000 Penalty: 5467.049805
	Iteration 2F: 3 clusters Score -9162005 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -9163674.000000 Penalty: 5467.049805
	Iteration 3F: 3 clusters Score -9163674 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -9165834.000000 Penalty: 5467.049805
	Iteration 4F: 3 clusters Score -9165834 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -9168555.000000 Penalty: 5467.049805
	Iteration 5F: 3 clusters Score -9168555 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -9171467.000000 Penalty: 5467.049805
	Iteration 6F: 3 clusters Score -9171467 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -9174427.000000 Penalty: 5467.049805
	Iteration 7F: 3 clusters Score -9174427 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -9177069.000000 Penalty: 5467.049805
	Iteration 8F: 3 clusters Score -9177069 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -9179278.000000 Penalty: 5467.049805
	Iteration 9Q: 3 clusters Score -9179278 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -9180836.000000 Penalty: 5467.049805
	Iteration 10Q: 3 clusters Score -9180836 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -9181900.000000 Penalty: 5467.049805
	Iteration 11Q: 3 clusters Score -9181900 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -9182591.000000 Penalty: 5467.049805
	Iteration 12Q: 3 clusters Score -9182591 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -9182999.000000 Penalty: 5467.049805
	Iteration 13Q: 3 clusters Score -9182999 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -9183209.000000 Penalty: 5467.049805
	Iteration 14Q: 3 clusters Score -9183209 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -9183346.000000 Penalty: 5467.049805
	Iteration 15Q: 3 clusters Score -9183346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -9183419.000000 Penalty: 5467.049805
	Iteration 16Q: 3 clusters Score -9183419 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -9183480.000000 Penalty: 5467.049805
	Iteration 17Q: 3 clusters Score -9183480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -9183539.000000 Penalty: 5467.049805
	Iteration 18Q: 3 clusters Score -9183539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -9183555.000000 Penalty: 5467.049805
	Iteration 19Q: 3 clusters Score -9183555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -9183574.000000 Penalty: 5467.049805
	Iteration 20F: 3 clusters Score -9183574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -9183588.000000 Penalty: 5467.049805
	Iteration 21Q: 3 clusters Score -9183588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -9183591.000000 Penalty: 5467.049805
	Iteration 22Q: 3 clusters Score -9183591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -9183589.000000 Penalty: 5467.049805
	Iteration 23Q: 3 clusters Score -9183589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -9183593.000000 Penalty: 5467.049805
	Iteration 24Q: 3 clusters Score -9183593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -9183604.000000 Penalty: 5467.049805
	Iteration 25Q: 3 clusters Score -9183604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 59920 members 
Entering Unmasked Estep 
Score: -9183600.000000 Penalty: 5467.049805
	Iteration 26Q: 3 clusters Score -9183600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -9183593.000000 Penalty: 5467.049805
	Iteration 27Q: 3 clusters Score -9183593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -9183605.000000 Penalty: 5467.049805
	Iteration 28Q: 3 clusters Score -9183605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -9183614.000000 Penalty: 5467.049805
	Iteration 29Q: 3 clusters Score -9183614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -9183623.000000 Penalty: 5467.049805
	Iteration 30Q: 3 clusters Score -9183623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -9183616.000000 Penalty: 5467.049805
	Iteration 31Q: 3 clusters Score -9183616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -9183618.000000 Penalty: 5467.049805
	Iteration 32Q: 3 clusters Score -9183618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9183615.000000 Penalty: 5467.049805
	Iteration 33Q: 3 clusters Score -9183615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -9183626.000000 Penalty: 5467.049805
	Iteration 34Q: 3 clusters Score -9183626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -9183626.000000 Penalty: 5467.049805
	Iteration 35Q: 3 clusters Score -9183626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -9183622.000000 Penalty: 5467.049805
	Iteration 36Q: 3 clusters Score -9183622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -9183621.000000 Penalty: 5467.049805
	Iteration 37Q: 3 clusters Score -9183621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -9183625.000000 Penalty: 5467.049805
	Iteration 38Q: 3 clusters Score -9183625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -9183625.000000 Penalty: 5467.049805
	Iteration 39Q: 3 clusters Score -9183625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -9183625.000000 Penalty: 5467.049805
	Iteration 40F: 3 clusters Score -9183625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -29286.638672 Penalty: 1367.330322
	Iteration 0F: 2 clusters Score -29286.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28222.908203 Penalty: 2734.660645
	Iteration 0F: 3 clusters Score -28222.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28357.966797 Penalty: 2734.660645
	Iteration 1F: 3 clusters Score -28357.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28522.171875 Penalty: 2734.660645
	Iteration 2F: 3 clusters Score -28522.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28701.724609 Penalty: 2734.660645
	Iteration 3F: 3 clusters Score -28701.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28937.535156 Penalty: 2734.660645
	Iteration 4F: 3 clusters Score -28937.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29219.796875 Penalty: 2734.660645
	Iteration 5F: 3 clusters Score -29219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29415.484375 Penalty: 2734.660645
	Iteration 6F: 3 clusters Score -29415.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29718.828125 Penalty: 2734.660645
	Iteration 7Q: 3 clusters Score -29718.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29798.835938 Penalty: 2734.660645
	Iteration 8Q: 3 clusters Score -29798.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29838.052734 Penalty: 2734.660645
	Iteration 9Q: 3 clusters Score -29838.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29857.421875 Penalty: 2734.660645
	Iteration 10Q: 3 clusters Score -29857.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29887.550781 Penalty: 2734.660645
	Iteration 11Q: 3 clusters Score -29887.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29898.292969 Penalty: 2734.660645
	Iteration 12Q: 3 clusters Score -29898.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29898.292969 Penalty: 2734.660645
	Iteration 13F: 3 clusters Score -29898.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 101672 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 68159 members 
Mstep: Class 5 contains 61223 members 
Mstep: Class 6 contains 140 members 
Mstep: Class 7 contains 11786 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 13298 members 
Mstep: Class 10 contains 21793 members 
Mstep: Class 11 contains 4269 members 
Mstep: Class 12 contains 95505 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 16 contains 981 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 79715 members 
Mstep: Class 20 contains 11980 members 
Mstep: Class 21 contains 23406 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 1730 members 
Mstep: Class 24 contains 10811 members 
Mstep: Class 25 contains 904 members 
Mstep: Class 26 contains 30085 members 
Mstep: Class 27 contains 3159 members 
Mstep: Class 28 contains 31013 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 11890 members 
Mstep: Class 31 contains 199 members 
Mstep: Class 32 contains 2977 members 
Mstep: Class 33 contains 11590 members 
Mstep: Class 34 contains 18395 members 
Mstep: Class 35 contains 1544 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 13026 members 
Mstep: Class 38 contains 6030 members 
Mstep: Class 39 contains 9835 members 
Mstep: Class 40 contains 909 members 
Mstep: Class 41 contains 7818 members 
Mstep: Class 42 contains 643 members 
Mstep: Class 43 contains 9805 members 
Mstep: Class 44 contains 1203 members 
Mstep: Class 45 contains 36894 members 
Mstep: Class 46 contains 829 members 
Mstep: Class 47 contains 9222 members 
Mstep: Class 48 contains 108 members 
Entering Unmasked Estep 
Score: -115061664.000000 Penalty: 161847.281250
Splitting cluster 6 changes total score from -115063064.000000 to -115061664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Entering Unmasked Estep 
Score: -1748290.000000 Penalty: 2324.917725
	Iteration 0F: 2 clusters Score -1748290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1739527.625000 Penalty: 4649.835449
	Iteration 0F: 3 clusters Score -1739528 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1742429.375000 Penalty: 4649.835449
	Iteration 1F: 3 clusters Score -1742429 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1743309.000000 Penalty: 4649.835449
	Iteration 2F: 3 clusters Score -1743309 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1744356.375000 Penalty: 4649.835449
	Iteration 3F: 3 clusters Score -1744356 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1745311.500000 Penalty: 4649.835449
	Iteration 4F: 3 clusters Score -1745312 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1745918.250000 Penalty: 4649.835449
	Iteration 5F: 3 clusters Score -1745918 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1746264.625000 Penalty: 4649.835449
	Iteration 6F: 3 clusters Score -1746265 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1746441.375000 Penalty: 4649.835449
	Iteration 7Q: 3 clusters Score -1746441 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1746543.250000 Penalty: 4649.835449
	Iteration 8Q: 3 clusters Score -1746543 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1746629.875000 Penalty: 4649.835449
	Iteration 9Q: 3 clusters Score -1746630 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1746702.000000 Penalty: 4649.835449
	Iteration 10Q: 3 clusters Score -1746702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1746771.000000 Penalty: 4649.835449
	Iteration 11Q: 3 clusters Score -1746771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1746828.500000 Penalty: 4649.835449
	Iteration 12Q: 3 clusters Score -1746828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1746893.875000 Penalty: 4649.835449
	Iteration 13Q: 3 clusters Score -1746894 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1746975.500000 Penalty: 4649.835449
	Iteration 14Q: 3 clusters Score -1746976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1747065.000000 Penalty: 4649.835449
	Iteration 15Q: 3 clusters Score -1747065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1747149.000000 Penalty: 4649.835449
	Iteration 16Q: 3 clusters Score -1747149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1747244.250000 Penalty: 4649.835449
	Iteration 17Q: 3 clusters Score -1747244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1747300.000000 Penalty: 4649.835449
	Iteration 18Q: 3 clusters Score -1747300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1747354.375000 Penalty: 4649.835449
	Iteration 19Q: 3 clusters Score -1747354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1747383.875000 Penalty: 4649.835449
	Iteration 20F: 3 clusters Score -1747384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1747427.500000 Penalty: 4649.835449
	Iteration 21Q: 3 clusters Score -1747428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1747463.125000 Penalty: 4649.835449
	Iteration 22Q: 3 clusters Score -1747463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1747489.125000 Penalty: 4649.835449
	Iteration 23Q: 3 clusters Score -1747489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1747517.125000 Penalty: 4649.835449
	Iteration 24Q: 3 clusters Score -1747517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1747549.625000 Penalty: 4649.835449
	Iteration 25Q: 3 clusters Score -1747550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1747582.250000 Penalty: 4649.835449
	Iteration 26Q: 3 clusters Score -1747582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1747605.125000 Penalty: 4649.835449
	Iteration 27Q: 3 clusters Score -1747605 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1747628.625000 Penalty: 4649.835449
	Iteration 28Q: 3 clusters Score -1747629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1747648.750000 Penalty: 4649.835449
	Iteration 29Q: 3 clusters Score -1747649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1747663.250000 Penalty: 4649.835449
	Iteration 30Q: 3 clusters Score -1747663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1747673.875000 Penalty: 4649.835449
	Iteration 31Q: 3 clusters Score -1747674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1747684.125000 Penalty: 4649.835449
	Iteration 32Q: 3 clusters Score -1747684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1747681.750000 Penalty: 4649.835449
	Iteration 33Q: 3 clusters Score -1747682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1747689.250000 Penalty: 4649.835449
	Iteration 34Q: 3 clusters Score -1747689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1747691.000000 Penalty: 4649.835449
	Iteration 35Q: 3 clusters Score -1747691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1747691.375000 Penalty: 4649.835449
	Iteration 36Q: 3 clusters Score -1747691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1747694.125000 Penalty: 4649.835449
	Iteration 37Q: 3 clusters Score -1747694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1747694.625000 Penalty: 4649.835449
	Iteration 38Q: 3 clusters Score -1747695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1747692.875000 Penalty: 4649.835449
	Iteration 39Q: 3 clusters Score -1747693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1747694.125000 Penalty: 4649.835449
	Iteration 40F: 3 clusters Score -1747694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1747695.250000 Penalty: 4649.835449
	Iteration 41Q: 3 clusters Score -1747695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1747694.125000 Penalty: 4649.835449
	Iteration 42Q: 3 clusters Score -1747694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1747695.500000 Penalty: 4649.835449
	Iteration 43Q: 3 clusters Score -1747696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1747696.375000 Penalty: 4649.835449
	Iteration 44Q: 3 clusters Score -1747696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1747695.875000 Penalty: 4649.835449
	Iteration 45Q: 3 clusters Score -1747696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1747697.500000 Penalty: 4649.835449
	Iteration 46Q: 3 clusters Score -1747698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1747698.500000 Penalty: 4649.835449
	Iteration 47Q: 3 clusters Score -1747698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1747700.125000 Penalty: 4649.835449
	Iteration 48Q: 3 clusters Score -1747700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1747698.000000 Penalty: 4649.835449
	Iteration 49Q: 3 clusters Score -1747698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1747698.000000 Penalty: 4649.835449
	Iteration 50F: 3 clusters Score -1747698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Entering Unmasked Estep 
Score: -422343.093750 Penalty: 1991.056763
	Iteration 0F: 2 clusters Score -422343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -419053.625000 Penalty: 3982.113525
	Iteration 0F: 3 clusters Score -419053.6 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -419902.531250 Penalty: 3982.113525
	Iteration 1F: 3 clusters Score -419902.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -420329.468750 Penalty: 3982.113525
	Iteration 2F: 3 clusters Score -420329.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -420751.875000 Penalty: 3982.113525
	Iteration 3F: 3 clusters Score -420751.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -421204.312500 Penalty: 3982.113525
	Iteration 4F: 3 clusters Score -421204.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -421657.281250 Penalty: 3982.113525
	Iteration 5F: 3 clusters Score -421657.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -421965.750000 Penalty: 3982.113525
	Iteration 6F: 3 clusters Score -421965.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -422113.781250 Penalty: 3982.113525
	Iteration 7Q: 3 clusters Score -422113.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -422174.312500 Penalty: 3982.113525
	Iteration 8Q: 3 clusters Score -422174.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -422210.125000 Penalty: 3982.113525
	Iteration 9Q: 3 clusters Score -422210.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -422228.093750 Penalty: 3982.113525
	Iteration 10Q: 3 clusters Score -422228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -422238.406250 Penalty: 3982.113525
	Iteration 11Q: 3 clusters Score -422238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -422245.250000 Penalty: 3982.113525
	Iteration 12Q: 3 clusters Score -422245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -422251.031250 Penalty: 3982.113525
	Iteration 13Q: 3 clusters Score -422251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -422252.937500 Penalty: 3982.113525
	Iteration 14Q: 3 clusters Score -422252.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -422254.593750 Penalty: 3982.113525
	Iteration 15Q: 3 clusters Score -422254.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -422255.718750 Penalty: 3982.113525
	Iteration 16Q: 3 clusters Score -422255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -422255.968750 Penalty: 3982.113525
	Iteration 17Q: 3 clusters Score -422256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -422256.531250 Penalty: 3982.113525
	Iteration 18Q: 3 clusters Score -422256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -422256.531250 Penalty: 3982.113525
	Iteration 19F: 3 clusters Score -422256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Entering Unmasked Estep 
Score: -1937846.875000 Penalty: 2354.851562
	Iteration 0F: 2 clusters Score -1937847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1928081.875000 Penalty: 4709.703125
	Iteration 0F: 3 clusters Score -1928082 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1931174.250000 Penalty: 4709.703125
	Iteration 1F: 3 clusters Score -1931174 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1931649.125000 Penalty: 4709.703125
	Iteration 2F: 3 clusters Score -1931649 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1932029.125000 Penalty: 4709.703125
	Iteration 3F: 3 clusters Score -1932029 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1932371.625000 Penalty: 4709.703125
	Iteration 4Q: 3 clusters Score -1932372 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1932654.125000 Penalty: 4709.703125
	Iteration 5Q: 3 clusters Score -1932654 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1932905.875000 Penalty: 4709.703125
	Iteration 6Q: 3 clusters Score -1932906 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1933127.125000 Penalty: 4709.703125
	Iteration 7Q: 3 clusters Score -1933127 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1933352.000000 Penalty: 4709.703125
	Iteration 8Q: 3 clusters Score -1933352 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1933616.750000 Penalty: 4709.703125
	Iteration 9Q: 3 clusters Score -1933617 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1933946.125000 Penalty: 4709.703125
	Iteration 10Q: 3 clusters Score -1933946 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1934479.500000 Penalty: 4709.703125
	Iteration 11Q: 3 clusters Score -1934480 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1935269.750000 Penalty: 4709.703125
	Iteration 12F: 3 clusters Score -1935270 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1936013.500000 Penalty: 4709.703125
	Iteration 13F: 3 clusters Score -1936014 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1936450.125000 Penalty: 4709.703125
	Iteration 14Q: 3 clusters Score -1936450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1936637.875000 Penalty: 4709.703125
	Iteration 15Q: 3 clusters Score -1936638 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1936738.375000 Penalty: 4709.703125
	Iteration 16Q: 3 clusters Score -1936738 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1936796.500000 Penalty: 4709.703125
	Iteration 17Q: 3 clusters Score -1936796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1936831.125000 Penalty: 4709.703125
	Iteration 18Q: 3 clusters Score -1936831 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1936860.125000 Penalty: 4709.703125
	Iteration 19Q: 3 clusters Score -1936860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1936872.750000 Penalty: 4709.703125
	Iteration 20F: 3 clusters Score -1936873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1936891.500000 Penalty: 4709.703125
	Iteration 21Q: 3 clusters Score -1936892 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1936901.750000 Penalty: 4709.703125
	Iteration 22Q: 3 clusters Score -1936902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1936917.750000 Penalty: 4709.703125
	Iteration 23Q: 3 clusters Score -1936918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1936925.375000 Penalty: 4709.703125
	Iteration 24Q: 3 clusters Score -1936925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1936937.375000 Penalty: 4709.703125
	Iteration 25Q: 3 clusters Score -1936937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1936946.500000 Penalty: 4709.703125
	Iteration 26Q: 3 clusters Score -1936946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1936948.375000 Penalty: 4709.703125
	Iteration 27Q: 3 clusters Score -1936948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1936956.375000 Penalty: 4709.703125
	Iteration 28Q: 3 clusters Score -1936956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1936957.625000 Penalty: 4709.703125
	Iteration 29Q: 3 clusters Score -1936958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1936963.625000 Penalty: 4709.703125
	Iteration 30Q: 3 clusters Score -1936964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1936964.000000 Penalty: 4709.703125
	Iteration 31Q: 3 clusters Score -1936964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1936967.250000 Penalty: 4709.703125
	Iteration 32Q: 3 clusters Score -1936967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1936967.625000 Penalty: 4709.703125
	Iteration 33Q: 3 clusters Score -1936968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1936971.625000 Penalty: 4709.703125
	Iteration 34Q: 3 clusters Score -1936972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1936971.750000 Penalty: 4709.703125
	Iteration 35Q: 3 clusters Score -1936972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1936973.500000 Penalty: 4709.703125
	Iteration 36Q: 3 clusters Score -1936974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1936973.250000 Penalty: 4709.703125
	Iteration 37Q: 3 clusters Score -1936973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1936975.750000 Penalty: 4709.703125
	Iteration 38Q: 3 clusters Score -1936976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1936975.375000 Penalty: 4709.703125
	Iteration 39Q: 3 clusters Score -1936975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1936974.750000 Penalty: 4709.703125
	Iteration 40F: 3 clusters Score -1936975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1936973.750000 Penalty: 4709.703125
	Iteration 41Q: 3 clusters Score -1936974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1936975.250000 Penalty: 4709.703125
	Iteration 42Q: 3 clusters Score -1936975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1936974.125000 Penalty: 4709.703125
	Iteration 43Q: 3 clusters Score -1936974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1936975.125000 Penalty: 4709.703125
	Iteration 44Q: 3 clusters Score -1936975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1936976.500000 Penalty: 4709.703125
	Iteration 45Q: 3 clusters Score -1936976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1936980.875000 Penalty: 4709.703125
	Iteration 46Q: 3 clusters Score -1936981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1936979.500000 Penalty: 4709.703125
	Iteration 47Q: 3 clusters Score -1936980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1936982.000000 Penalty: 4709.703125
	Iteration 48Q: 3 clusters Score -1936982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1936981.875000 Penalty: 4709.703125
	Iteration 49Q: 3 clusters Score -1936982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1936983.125000 Penalty: 4709.703125
	Iteration 50Q: 3 clusters Score -1936983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1936987.500000 Penalty: 4709.703125
	Iteration 51Q: 3 clusters Score -1936988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1936988.500000 Penalty: 4709.703125
	Iteration 52Q: 3 clusters Score -1936988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1936988.500000 Penalty: 4709.703125
	Iteration 53F: 3 clusters Score -1936988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Entering Unmasked Estep 
Score: -3212858.750000 Penalty: 2477.357178
	Iteration 0F: 2 clusters Score -3212859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3197605.750000 Penalty: 4954.714355
	Iteration 0F: 3 clusters Score -3197606 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -3202857.250000 Penalty: 4954.714355
	Iteration 1F: 3 clusters Score -3202857 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3203481.500000 Penalty: 4954.714355
	Iteration 2F: 3 clusters Score -3203482 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3204176.500000 Penalty: 4954.714355
	Iteration 3F: 3 clusters Score -3204176 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3205014.500000 Penalty: 4954.714355
	Iteration 4F: 3 clusters Score -3205014 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3205969.000000 Penalty: 4954.714355
	Iteration 5F: 3 clusters Score -3205969 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3207036.000000 Penalty: 4954.714355
	Iteration 6F: 3 clusters Score -3207036 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -3208085.750000 Penalty: 4954.714355
	Iteration 7F: 3 clusters Score -3208086 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3208846.250000 Penalty: 4954.714355
	Iteration 8F: 3 clusters Score -3208846 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3209375.500000 Penalty: 4954.714355
	Iteration 9Q: 3 clusters Score -3209376 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3209762.250000 Penalty: 4954.714355
	Iteration 10Q: 3 clusters Score -3209762 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -3210014.000000 Penalty: 4954.714355
	Iteration 11Q: 3 clusters Score -3210014 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3210201.750000 Penalty: 4954.714355
	Iteration 12Q: 3 clusters Score -3210202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3210373.500000 Penalty: 4954.714355
	Iteration 13Q: 3 clusters Score -3210374 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3210481.000000 Penalty: 4954.714355
	Iteration 14Q: 3 clusters Score -3210481 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3210560.250000 Penalty: 4954.714355
	Iteration 15Q: 3 clusters Score -3210560 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3210632.500000 Penalty: 4954.714355
	Iteration 16Q: 3 clusters Score -3210632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -3210683.000000 Penalty: 4954.714355
	Iteration 17Q: 3 clusters Score -3210683 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3210723.250000 Penalty: 4954.714355
	Iteration 18Q: 3 clusters Score -3210723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3210738.250000 Penalty: 4954.714355
	Iteration 19Q: 3 clusters Score -3210738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3210766.000000 Penalty: 4954.714355
	Iteration 20F: 3 clusters Score -3210766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -3210799.750000 Penalty: 4954.714355
	Iteration 21Q: 3 clusters Score -3210800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3210810.500000 Penalty: 4954.714355
	Iteration 22Q: 3 clusters Score -3210810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3210806.000000 Penalty: 4954.714355
	Iteration 23Q: 3 clusters Score -3210806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3210815.750000 Penalty: 4954.714355
	Iteration 24Q: 3 clusters Score -3210816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3210816.250000 Penalty: 4954.714355
	Iteration 25Q: 3 clusters Score -3210816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -3210819.750000 Penalty: 4954.714355
	Iteration 26Q: 3 clusters Score -3210820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3210836.500000 Penalty: 4954.714355
	Iteration 27Q: 3 clusters Score -3210836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -3210839.000000 Penalty: 4954.714355
	Iteration 28Q: 3 clusters Score -3210839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3210839.500000 Penalty: 4954.714355
	Iteration 29Q: 3 clusters Score -3210840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3210855.250000 Penalty: 4954.714355
	Iteration 30Q: 3 clusters Score -3210855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3210866.250000 Penalty: 4954.714355
	Iteration 31Q: 3 clusters Score -3210866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3210860.250000 Penalty: 4954.714355
	Iteration 32Q: 3 clusters Score -3210860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3210867.000000 Penalty: 4954.714355
	Iteration 33Q: 3 clusters Score -3210867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3210871.750000 Penalty: 4954.714355
	Iteration 34Q: 3 clusters Score -3210872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3210873.250000 Penalty: 4954.714355
	Iteration 35Q: 3 clusters Score -3210873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3210879.750000 Penalty: 4954.714355
	Iteration 36Q: 3 clusters Score -3210880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3210884.000000 Penalty: 4954.714355
	Iteration 37Q: 3 clusters Score -3210884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3210884.750000 Penalty: 4954.714355
	Iteration 38Q: 3 clusters Score -3210885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3210893.000000 Penalty: 4954.714355
	Iteration 39Q: 3 clusters Score -3210893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3210893.000000 Penalty: 4954.714355
	Iteration 40F: 3 clusters Score -3210893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -3210899.750000 Penalty: 4954.714355
	Iteration 41Q: 3 clusters Score -3210900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3210898.500000 Penalty: 4954.714355
	Iteration 42Q: 3 clusters Score -3210898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3210896.750000 Penalty: 4954.714355
	Iteration 43Q: 3 clusters Score -3210897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3210904.000000 Penalty: 4954.714355
	Iteration 44Q: 3 clusters Score -3210904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -3210903.250000 Penalty: 4954.714355
	Iteration 45Q: 3 clusters Score -3210903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3210907.250000 Penalty: 4954.714355
	Iteration 46Q: 3 clusters Score -3210907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3210910.750000 Penalty: 4954.714355
	Iteration 47Q: 3 clusters Score -3210911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3210908.750000 Penalty: 4954.714355
	Iteration 48Q: 3 clusters Score -3210909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3210908.750000 Penalty: 4954.714355
	Iteration 49F: 3 clusters Score -3210909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Entering Unmasked Estep 
Score: -529353.812500 Penalty: 2073.065430
	Iteration 0F: 2 clusters Score -529353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -525298.875000 Penalty: 4146.130859
	Iteration 0F: 3 clusters Score -525298.9 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -526473.312500 Penalty: 4146.130859
	Iteration 1F: 3 clusters Score -526473.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -527110.437500 Penalty: 4146.130859
	Iteration 2F: 3 clusters Score -527110.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -527788.750000 Penalty: 4146.130859
	Iteration 3F: 3 clusters Score -527788.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -528298.937500 Penalty: 4146.130859
	Iteration 4F: 3 clusters Score -528298.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -528556.125000 Penalty: 4146.130859
	Iteration 5F: 3 clusters Score -528556.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -528693.687500 Penalty: 4146.130859
	Iteration 6Q: 3 clusters Score -528693.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -528780.312500 Penalty: 4146.130859
	Iteration 7Q: 3 clusters Score -528780.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -528843.875000 Penalty: 4146.130859
	Iteration 8Q: 3 clusters Score -528843.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -528897.250000 Penalty: 4146.130859
	Iteration 9Q: 3 clusters Score -528897.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -528933.312500 Penalty: 4146.130859
	Iteration 10Q: 3 clusters Score -528933.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -528965.937500 Penalty: 4146.130859
	Iteration 11Q: 3 clusters Score -528965.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -529003.750000 Penalty: 4146.130859
	Iteration 12Q: 3 clusters Score -529003.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -529048.812500 Penalty: 4146.130859
	Iteration 13Q: 3 clusters Score -529048.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -529081.437500 Penalty: 4146.130859
	Iteration 14Q: 3 clusters Score -529081.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -529133.562500 Penalty: 4146.130859
	Iteration 15Q: 3 clusters Score -529133.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -529174.937500 Penalty: 4146.130859
	Iteration 16Q: 3 clusters Score -529174.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -529201.125000 Penalty: 4146.130859
	Iteration 17Q: 3 clusters Score -529201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -529215.437500 Penalty: 4146.130859
	Iteration 18Q: 3 clusters Score -529215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -529226.562500 Penalty: 4146.130859
	Iteration 19Q: 3 clusters Score -529226.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -529240.062500 Penalty: 4146.130859
	Iteration 20F: 3 clusters Score -529240.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -529248.062500 Penalty: 4146.130859
	Iteration 21Q: 3 clusters Score -529248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -529251.062500 Penalty: 4146.130859
	Iteration 22Q: 3 clusters Score -529251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -529252.750000 Penalty: 4146.130859
	Iteration 23Q: 3 clusters Score -529252.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -529254.312500 Penalty: 4146.130859
	Iteration 24Q: 3 clusters Score -529254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -529254.750000 Penalty: 4146.130859
	Iteration 25Q: 3 clusters Score -529254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -529257.437500 Penalty: 4146.130859
	Iteration 26Q: 3 clusters Score -529257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -529259.250000 Penalty: 4146.130859
	Iteration 27Q: 3 clusters Score -529259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -529260.062500 Penalty: 4146.130859
	Iteration 28Q: 3 clusters Score -529260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -529261.062500 Penalty: 4146.130859
	Iteration 29Q: 3 clusters Score -529261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -529263.062500 Penalty: 4146.130859
	Iteration 30Q: 3 clusters Score -529263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -529264.500000 Penalty: 4146.130859
	Iteration 31Q: 3 clusters Score -529264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -529265.000000 Penalty: 4146.130859
	Iteration 32Q: 3 clusters Score -529265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -529265.625000 Penalty: 4146.130859
	Iteration 33Q: 3 clusters Score -529265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -529265.562500 Penalty: 4146.130859
	Iteration 34Q: 3 clusters Score -529265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -529265.500000 Penalty: 4146.130859
	Iteration 35Q: 3 clusters Score -529265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -529265.500000 Penalty: 4146.130859
	Iteration 36F: 3 clusters Score -529265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Entering Unmasked Estep 
Score: -14360553.000000 Penalty: 2843.799805
	Iteration 0F: 2 clusters Score -1.436055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -14296898.000000 Penalty: 5687.599609
	Iteration 0F: 3 clusters Score -1.42969e+07 nChanged 45054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -14322032.000000 Penalty: 5687.599609
	Iteration 1F: 3 clusters Score -1.432203e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -14322858.000000 Penalty: 5687.599609
	Iteration 2Q: 3 clusters Score -1.432286e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -14323682.000000 Penalty: 5687.599609
	Iteration 3Q: 3 clusters Score -1.432368e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -14324477.000000 Penalty: 5687.599609
	Iteration 4Q: 3 clusters Score -1.432448e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -14325404.000000 Penalty: 5687.599609
	Iteration 5Q: 3 clusters Score -1.43254e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -14326676.000000 Penalty: 5687.599609
	Iteration 6Q: 3 clusters Score -1.432668e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -14328246.000000 Penalty: 5687.599609
	Iteration 7Q: 3 clusters Score -1.432825e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -14330291.000000 Penalty: 5687.599609
	Iteration 8Q: 3 clusters Score -1.433029e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -14333003.000000 Penalty: 5687.599609
	Iteration 9Q: 3 clusters Score -1.4333e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -14336288.000000 Penalty: 5687.599609
	Iteration 10F: 3 clusters Score -1.433629e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -14339314.000000 Penalty: 5687.599609
	Iteration 11F: 3 clusters Score -1.433931e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -14340944.000000 Penalty: 5687.599609
	Iteration 12Q: 3 clusters Score -1.434094e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -14341719.000000 Penalty: 5687.599609
	Iteration 13Q: 3 clusters Score -1.434172e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -14342030.000000 Penalty: 5687.599609
	Iteration 14Q: 3 clusters Score -1.434203e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -14342240.000000 Penalty: 5687.599609
	Iteration 15Q: 3 clusters Score -1.434224e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -14342543.000000 Penalty: 5687.599609
	Iteration 16Q: 3 clusters Score -1.434254e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -14342881.000000 Penalty: 5687.599609
	Iteration 17Q: 3 clusters Score -1.434288e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -14343217.000000 Penalty: 5687.599609
	Iteration 18Q: 3 clusters Score -1.434322e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -14343666.000000 Penalty: 5687.599609
	Iteration 19Q: 3 clusters Score -1.434367e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -14344128.000000 Penalty: 5687.599609
	Iteration 20F: 3 clusters Score -1.434413e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -14344601.000000 Penalty: 5687.599609
	Iteration 21Q: 3 clusters Score -1.43446e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -14345146.000000 Penalty: 5687.599609
	Iteration 22Q: 3 clusters Score -1.434515e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -14345781.000000 Penalty: 5687.599609
	Iteration 23Q: 3 clusters Score -1.434578e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -14346438.000000 Penalty: 5687.599609
	Iteration 24Q: 3 clusters Score -1.434644e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -14347313.000000 Penalty: 5687.599609
	Iteration 25Q: 3 clusters Score -1.434731e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -14348343.000000 Penalty: 5687.599609
	Iteration 26Q: 3 clusters Score -1.434834e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -14349634.000000 Penalty: 5687.599609
	Iteration 27Q: 3 clusters Score -1.434963e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -14350788.000000 Penalty: 5687.599609
	Iteration 28Q: 3 clusters Score -1.435079e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -14351932.000000 Penalty: 5687.599609
	Iteration 29Q: 3 clusters Score -1.435193e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -14353152.000000 Penalty: 5687.599609
	Iteration 30Q: 3 clusters Score -1.435315e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -14354088.000000 Penalty: 5687.599609
	Iteration 31Q: 3 clusters Score -1.435409e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89692 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -14354959.000000 Penalty: 5687.599609
	Iteration 32Q: 3 clusters Score -1.435496e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -14355647.000000 Penalty: 5687.599609
	Iteration 33Q: 3 clusters Score -1.435565e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -14356321.000000 Penalty: 5687.599609
	Iteration 34Q: 3 clusters Score -1.435632e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92410 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -14356731.000000 Penalty: 5687.599609
	Iteration 35Q: 3 clusters Score -1.435673e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -14357063.000000 Penalty: 5687.599609
	Iteration 36Q: 3 clusters Score -1.435706e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14357272.000000 Penalty: 5687.599609
	Iteration 37Q: 3 clusters Score -1.435727e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -14357454.000000 Penalty: 5687.599609
	Iteration 38Q: 3 clusters Score -1.435745e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -14357606.000000 Penalty: 5687.599609
	Iteration 39Q: 3 clusters Score -1.435761e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93915 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14357755.000000 Penalty: 5687.599609
	Iteration 40F: 3 clusters Score -1.435776e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -14357806.000000 Penalty: 5687.599609
	Iteration 41Q: 3 clusters Score -1.435781e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -14357885.000000 Penalty: 5687.599609
	Iteration 42Q: 3 clusters Score -1.435788e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14357953.000000 Penalty: 5687.599609
	Iteration 43Q: 3 clusters Score -1.435795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94373 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14357976.000000 Penalty: 5687.599609
	Iteration 44Q: 3 clusters Score -1.435798e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14357983.000000 Penalty: 5687.599609
	Iteration 45Q: 3 clusters Score -1.435798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14357986.000000 Penalty: 5687.599609
	Iteration 46Q: 3 clusters Score -1.435799e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14358021.000000 Penalty: 5687.599609
	Iteration 47Q: 3 clusters Score -1.435802e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14358056.000000 Penalty: 5687.599609
	Iteration 48Q: 3 clusters Score -1.435806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94590 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14358057.000000 Penalty: 5687.599609
	Iteration 49Q: 3 clusters Score -1.435806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14358089.000000 Penalty: 5687.599609
	Iteration 50Q: 3 clusters Score -1.435809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -14358077.000000 Penalty: 5687.599609
	Iteration 51Q: 3 clusters Score -1.435808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14358102.000000 Penalty: 5687.599609
	Iteration 52Q: 3 clusters Score -1.43581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14358103.000000 Penalty: 5687.599609
	Iteration 53Q: 3 clusters Score -1.43581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -14358094.000000 Penalty: 5687.599609
	Iteration 54Q: 3 clusters Score -1.435809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94673 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -14358117.000000 Penalty: 5687.599609
	Iteration 55Q: 3 clusters Score -1.435812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -14358117.000000 Penalty: 5687.599609
	Iteration 56Q: 3 clusters Score -1.435812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14358116.000000 Penalty: 5687.599609
	Iteration 57Q: 3 clusters Score -1.435812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -14358102.000000 Penalty: 5687.599609
	Iteration 58Q: 3 clusters Score -1.43581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14358099.000000 Penalty: 5687.599609
	Iteration 59Q: 3 clusters Score -1.43581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14358101.000000 Penalty: 5687.599609
	Iteration 60F: 3 clusters Score -1.43581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -827582.937500 Penalty: 2146.450195
	Iteration 0F: 2 clusters Score -827582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -822649.062500 Penalty: 4292.900391
	Iteration 0F: 3 clusters Score -822649.1 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -823955.375000 Penalty: 4292.900391
	Iteration 1F: 3 clusters Score -823955.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -824279.312500 Penalty: 4292.900391
	Iteration 2F: 3 clusters Score -824279.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -824571.937500 Penalty: 4292.900391
	Iteration 3F: 3 clusters Score -824571.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -824848.125000 Penalty: 4292.900391
	Iteration 4F: 3 clusters Score -824848.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -825096.937500 Penalty: 4292.900391
	Iteration 5F: 3 clusters Score -825096.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -825322.375000 Penalty: 4292.900391
	Iteration 6F: 3 clusters Score -825322.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -825498.187500 Penalty: 4292.900391
	Iteration 7Q: 3 clusters Score -825498.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -825636.937500 Penalty: 4292.900391
	Iteration 8Q: 3 clusters Score -825636.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -825748.562500 Penalty: 4292.900391
	Iteration 9Q: 3 clusters Score -825748.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -825842.125000 Penalty: 4292.900391
	Iteration 10Q: 3 clusters Score -825842.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -825943.437500 Penalty: 4292.900391
	Iteration 11Q: 3 clusters Score -825943.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -826040.875000 Penalty: 4292.900391
	Iteration 12Q: 3 clusters Score -826040.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -826122.375000 Penalty: 4292.900391
	Iteration 13Q: 3 clusters Score -826122.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -826185.875000 Penalty: 4292.900391
	Iteration 14Q: 3 clusters Score -826185.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -826235.875000 Penalty: 4292.900391
	Iteration 15Q: 3 clusters Score -826235.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -826281.312500 Penalty: 4292.900391
	Iteration 16Q: 3 clusters Score -826281.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -826326.625000 Penalty: 4292.900391
	Iteration 17Q: 3 clusters Score -826326.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -826365.187500 Penalty: 4292.900391
	Iteration 18Q: 3 clusters Score -826365.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -826402.500000 Penalty: 4292.900391
	Iteration 19Q: 3 clusters Score -826402.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -826429.937500 Penalty: 4292.900391
	Iteration 20F: 3 clusters Score -826429.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -826456.812500 Penalty: 4292.900391
	Iteration 21Q: 3 clusters Score -826456.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -826489.750000 Penalty: 4292.900391
	Iteration 22Q: 3 clusters Score -826489.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -826517.500000 Penalty: 4292.900391
	Iteration 23Q: 3 clusters Score -826517.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -826534.312500 Penalty: 4292.900391
	Iteration 24Q: 3 clusters Score -826534.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -826562.312500 Penalty: 4292.900391
	Iteration 25Q: 3 clusters Score -826562.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -826578.375000 Penalty: 4292.900391
	Iteration 26Q: 3 clusters Score -826578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -826596.187500 Penalty: 4292.900391
	Iteration 27Q: 3 clusters Score -826596.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -826617.687500 Penalty: 4292.900391
	Iteration 28Q: 3 clusters Score -826617.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -826640.062500 Penalty: 4292.900391
	Iteration 29Q: 3 clusters Score -826640.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -826657.750000 Penalty: 4292.900391
	Iteration 30Q: 3 clusters Score -826657.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -826673.187500 Penalty: 4292.900391
	Iteration 31Q: 3 clusters Score -826673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -826680.687500 Penalty: 4292.900391
	Iteration 32Q: 3 clusters Score -826680.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -826688.437500 Penalty: 4292.900391
	Iteration 33Q: 3 clusters Score -826688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -826694.687500 Penalty: 4292.900391
	Iteration 34Q: 3 clusters Score -826694.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -826695.562500 Penalty: 4292.900391
	Iteration 35Q: 3 clusters Score -826695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -826698.687500 Penalty: 4292.900391
	Iteration 36Q: 3 clusters Score -826698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -826697.875000 Penalty: 4292.900391
	Iteration 37Q: 3 clusters Score -826697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -826698.562500 Penalty: 4292.900391
	Iteration 38Q: 3 clusters Score -826698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -826699.750000 Penalty: 4292.900391
	Iteration 39Q: 3 clusters Score -826699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -826699.750000 Penalty: 4292.900391
	Iteration 40F: 3 clusters Score -826699.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Entering Unmasked Estep 
Score: -2134844.750000 Penalty: 2375.318359
	Iteration 0F: 2 clusters Score -2134845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2124239.750000 Penalty: 4750.636719
	Iteration 0F: 3 clusters Score -2124240 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2127729.750000 Penalty: 4750.636719
	Iteration 1F: 3 clusters Score -2127730 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2128257.250000 Penalty: 4750.636719
	Iteration 2F: 3 clusters Score -2128257 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2128835.000000 Penalty: 4750.636719
	Iteration 3F: 3 clusters Score -2128835 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2129425.250000 Penalty: 4750.636719
	Iteration 4F: 3 clusters Score -2129425 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2130037.500000 Penalty: 4750.636719
	Iteration 5F: 3 clusters Score -2130038 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2130624.000000 Penalty: 4750.636719
	Iteration 6F: 3 clusters Score -2130624 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2131045.750000 Penalty: 4750.636719
	Iteration 7F: 3 clusters Score -2131046 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2131317.500000 Penalty: 4750.636719
	Iteration 8Q: 3 clusters Score -2131318 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2131520.250000 Penalty: 4750.636719
	Iteration 9Q: 3 clusters Score -2131520 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2131676.250000 Penalty: 4750.636719
	Iteration 10Q: 3 clusters Score -2131676 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2131795.500000 Penalty: 4750.636719
	Iteration 11Q: 3 clusters Score -2131796 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2131893.250000 Penalty: 4750.636719
	Iteration 12Q: 3 clusters Score -2131893 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -2131963.750000 Penalty: 4750.636719
	Iteration 13Q: 3 clusters Score -2131964 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2132025.750000 Penalty: 4750.636719
	Iteration 14Q: 3 clusters Score -2132026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2132075.250000 Penalty: 4750.636719
	Iteration 15Q: 3 clusters Score -2132075 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2132128.250000 Penalty: 4750.636719
	Iteration 16Q: 3 clusters Score -2132128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2132178.250000 Penalty: 4750.636719
	Iteration 17Q: 3 clusters Score -2132178 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2132241.000000 Penalty: 4750.636719
	Iteration 18Q: 3 clusters Score -2132241 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2132308.750000 Penalty: 4750.636719
	Iteration 19Q: 3 clusters Score -2132309 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2132384.750000 Penalty: 4750.636719
	Iteration 20F: 3 clusters Score -2132385 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2132494.750000 Penalty: 4750.636719
	Iteration 21Q: 3 clusters Score -2132495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2132643.250000 Penalty: 4750.636719
	Iteration 22Q: 3 clusters Score -2132643 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2132790.000000 Penalty: 4750.636719
	Iteration 23Q: 3 clusters Score -2132790 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2132928.500000 Penalty: 4750.636719
	Iteration 24Q: 3 clusters Score -2132928 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2133085.250000 Penalty: 4750.636719
	Iteration 25Q: 3 clusters Score -2133085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2133214.000000 Penalty: 4750.636719
	Iteration 26Q: 3 clusters Score -2133214 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2133346.750000 Penalty: 4750.636719
	Iteration 27Q: 3 clusters Score -2133347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2133468.250000 Penalty: 4750.636719
	Iteration 28Q: 3 clusters Score -2133468 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2133557.250000 Penalty: 4750.636719
	Iteration 29Q: 3 clusters Score -2133557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2133615.000000 Penalty: 4750.636719
	Iteration 30Q: 3 clusters Score -2133615 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2133663.500000 Penalty: 4750.636719
	Iteration 31Q: 3 clusters Score -2133664 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2133724.000000 Penalty: 4750.636719
	Iteration 32Q: 3 clusters Score -2133724 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2133758.500000 Penalty: 4750.636719
	Iteration 33Q: 3 clusters Score -2133758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2133787.750000 Penalty: 4750.636719
	Iteration 34Q: 3 clusters Score -2133788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2133803.500000 Penalty: 4750.636719
	Iteration 35Q: 3 clusters Score -2133804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2133812.250000 Penalty: 4750.636719
	Iteration 36Q: 3 clusters Score -2133812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2133822.000000 Penalty: 4750.636719
	Iteration 37Q: 3 clusters Score -2133822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2133829.250000 Penalty: 4750.636719
	Iteration 38Q: 3 clusters Score -2133829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2133836.000000 Penalty: 4750.636719
	Iteration 39Q: 3 clusters Score -2133836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2133842.250000 Penalty: 4750.636719
	Iteration 40F: 3 clusters Score -2133842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2133838.500000 Penalty: 4750.636719
	Iteration 41Q: 3 clusters Score -2133838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2133841.500000 Penalty: 4750.636719
	Iteration 42Q: 3 clusters Score -2133842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2133840.000000 Penalty: 4750.636719
	Iteration 43Q: 3 clusters Score -2133840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2133846.000000 Penalty: 4750.636719
	Iteration 44Q: 3 clusters Score -2133846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2133849.750000 Penalty: 4750.636719
	Iteration 45Q: 3 clusters Score -2133850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2133854.500000 Penalty: 4750.636719
	Iteration 46Q: 3 clusters Score -2133854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2133853.250000 Penalty: 4750.636719
	Iteration 47Q: 3 clusters Score -2133853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2133857.500000 Penalty: 4750.636719
	Iteration 48Q: 3 clusters Score -2133858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2133854.750000 Penalty: 4750.636719
	Iteration 49Q: 3 clusters Score -2133855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2133850.500000 Penalty: 4750.636719
	Iteration 50Q: 3 clusters Score -2133850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2133852.250000 Penalty: 4750.636719
	Iteration 51Q: 3 clusters Score -2133852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2133852.250000 Penalty: 4750.636719
	Iteration 52F: 3 clusters Score -2133852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Entering Unmasked Estep 
Score: -2180459.250000 Penalty: 2398.389404
	Iteration 0F: 2 clusters Score -2180459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2169102.750000 Penalty: 4796.778809
	Iteration 0F: 3 clusters Score -2169103 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2173059.000000 Penalty: 4796.778809
	Iteration 1F: 3 clusters Score -2173059 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2173581.000000 Penalty: 4796.778809
	Iteration 2F: 3 clusters Score -2173581 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -2174053.500000 Penalty: 4796.778809
	Iteration 3F: 3 clusters Score -2174054 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2174501.000000 Penalty: 4796.778809
	Iteration 4F: 3 clusters Score -2174501 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2174918.750000 Penalty: 4796.778809
	Iteration 5Q: 3 clusters Score -2174919 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2175263.750000 Penalty: 4796.778809
	Iteration 6Q: 3 clusters Score -2175264 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2175577.750000 Penalty: 4796.778809
	Iteration 7Q: 3 clusters Score -2175578 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2175827.500000 Penalty: 4796.778809
	Iteration 8Q: 3 clusters Score -2175828 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2176059.250000 Penalty: 4796.778809
	Iteration 9Q: 3 clusters Score -2176059 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2176244.000000 Penalty: 4796.778809
	Iteration 10Q: 3 clusters Score -2176244 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2176412.000000 Penalty: 4796.778809
	Iteration 11Q: 3 clusters Score -2176412 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2176592.750000 Penalty: 4796.778809
	Iteration 12Q: 3 clusters Score -2176593 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2176791.750000 Penalty: 4796.778809
	Iteration 13Q: 3 clusters Score -2176792 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2176972.750000 Penalty: 4796.778809
	Iteration 14Q: 3 clusters Score -2176973 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2177136.500000 Penalty: 4796.778809
	Iteration 15Q: 3 clusters Score -2177136 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2177260.750000 Penalty: 4796.778809
	Iteration 16Q: 3 clusters Score -2177261 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2177361.500000 Penalty: 4796.778809
	Iteration 17Q: 3 clusters Score -2177362 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -2177453.000000 Penalty: 4796.778809
	Iteration 18Q: 3 clusters Score -2177453 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2177533.500000 Penalty: 4796.778809
	Iteration 19Q: 3 clusters Score -2177534 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2177612.750000 Penalty: 4796.778809
	Iteration 20F: 3 clusters Score -2177613 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2177703.750000 Penalty: 4796.778809
	Iteration 21Q: 3 clusters Score -2177704 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2177782.000000 Penalty: 4796.778809
	Iteration 22Q: 3 clusters Score -2177782 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -2177857.750000 Penalty: 4796.778809
	Iteration 23Q: 3 clusters Score -2177858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2177923.250000 Penalty: 4796.778809
	Iteration 24Q: 3 clusters Score -2177923 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2177978.750000 Penalty: 4796.778809
	Iteration 25Q: 3 clusters Score -2177979 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2178037.000000 Penalty: 4796.778809
	Iteration 26Q: 3 clusters Score -2178037 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2178115.750000 Penalty: 4796.778809
	Iteration 27Q: 3 clusters Score -2178116 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2178184.500000 Penalty: 4796.778809
	Iteration 28Q: 3 clusters Score -2178184 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2178246.500000 Penalty: 4796.778809
	Iteration 29Q: 3 clusters Score -2178246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2178302.000000 Penalty: 4796.778809
	Iteration 30Q: 3 clusters Score -2178302 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2178349.000000 Penalty: 4796.778809
	Iteration 31Q: 3 clusters Score -2178349 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2178401.500000 Penalty: 4796.778809
	Iteration 32Q: 3 clusters Score -2178402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2178464.750000 Penalty: 4796.778809
	Iteration 33Q: 3 clusters Score -2178465 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2178514.500000 Penalty: 4796.778809
	Iteration 34Q: 3 clusters Score -2178514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2178560.250000 Penalty: 4796.778809
	Iteration 35Q: 3 clusters Score -2178560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2178609.250000 Penalty: 4796.778809
	Iteration 36Q: 3 clusters Score -2178609 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2178650.000000 Penalty: 4796.778809
	Iteration 37Q: 3 clusters Score -2178650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2178686.000000 Penalty: 4796.778809
	Iteration 38Q: 3 clusters Score -2178686 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2178725.000000 Penalty: 4796.778809
	Iteration 39Q: 3 clusters Score -2178725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2178754.250000 Penalty: 4796.778809
	Iteration 40F: 3 clusters Score -2178754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2178797.250000 Penalty: 4796.778809
	Iteration 41Q: 3 clusters Score -2178797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2178841.750000 Penalty: 4796.778809
	Iteration 42Q: 3 clusters Score -2178842 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2178889.750000 Penalty: 4796.778809
	Iteration 43Q: 3 clusters Score -2178890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2178926.250000 Penalty: 4796.778809
	Iteration 44Q: 3 clusters Score -2178926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2178944.750000 Penalty: 4796.778809
	Iteration 45Q: 3 clusters Score -2178945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2178973.750000 Penalty: 4796.778809
	Iteration 46Q: 3 clusters Score -2178974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2179004.750000 Penalty: 4796.778809
	Iteration 47Q: 3 clusters Score -2179005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2179023.250000 Penalty: 4796.778809
	Iteration 48Q: 3 clusters Score -2179023 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2179035.500000 Penalty: 4796.778809
	Iteration 49Q: 3 clusters Score -2179036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2179052.500000 Penalty: 4796.778809
	Iteration 50Q: 3 clusters Score -2179052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2179060.500000 Penalty: 4796.778809
	Iteration 51Q: 3 clusters Score -2179060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2179068.000000 Penalty: 4796.778809
	Iteration 52Q: 3 clusters Score -2179068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2179071.000000 Penalty: 4796.778809
	Iteration 53Q: 3 clusters Score -2179071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2179073.000000 Penalty: 4796.778809
	Iteration 54Q: 3 clusters Score -2179073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2179078.750000 Penalty: 4796.778809
	Iteration 55Q: 3 clusters Score -2179079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2179083.000000 Penalty: 4796.778809
	Iteration 56Q: 3 clusters Score -2179083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2179086.750000 Penalty: 4796.778809
	Iteration 57Q: 3 clusters Score -2179087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2179089.750000 Penalty: 4796.778809
	Iteration 58Q: 3 clusters Score -2179090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2179094.750000 Penalty: 4796.778809
	Iteration 59Q: 3 clusters Score -2179095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2179096.750000 Penalty: 4796.778809
	Iteration 60F: 3 clusters Score -2179097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2179101.000000 Penalty: 4796.778809
	Iteration 61Q: 3 clusters Score -2179101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2179103.500000 Penalty: 4796.778809
	Iteration 62Q: 3 clusters Score -2179104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2179105.500000 Penalty: 4796.778809
	Iteration 63Q: 3 clusters Score -2179106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2179107.750000 Penalty: 4796.778809
	Iteration 64Q: 3 clusters Score -2179108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2179105.500000 Penalty: 4796.778809
	Iteration 65Q: 3 clusters Score -2179106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2179112.500000 Penalty: 4796.778809
	Iteration 66Q: 3 clusters Score -2179112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2179112.000000 Penalty: 4796.778809
	Iteration 67Q: 3 clusters Score -2179112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2179114.750000 Penalty: 4796.778809
	Iteration 68Q: 3 clusters Score -2179115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2179118.000000 Penalty: 4796.778809
	Iteration 69Q: 3 clusters Score -2179118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2179122.000000 Penalty: 4796.778809
	Iteration 70Q: 3 clusters Score -2179122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2179120.000000 Penalty: 4796.778809
	Iteration 71Q: 3 clusters Score -2179120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2179126.000000 Penalty: 4796.778809
	Iteration 72Q: 3 clusters Score -2179126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2179128.250000 Penalty: 4796.778809
	Iteration 73Q: 3 clusters Score -2179128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2179132.750000 Penalty: 4796.778809
	Iteration 74Q: 3 clusters Score -2179133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2179134.750000 Penalty: 4796.778809
	Iteration 75Q: 3 clusters Score -2179135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2179137.000000 Penalty: 4796.778809
	Iteration 76Q: 3 clusters Score -2179137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2179140.750000 Penalty: 4796.778809
	Iteration 77Q: 3 clusters Score -2179141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2179147.000000 Penalty: 4796.778809
	Iteration 78Q: 3 clusters Score -2179147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2179147.250000 Penalty: 4796.778809
	Iteration 79Q: 3 clusters Score -2179147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2179147.250000 Penalty: 4796.778809
	Iteration 80F: 3 clusters Score -2179147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2179150.250000 Penalty: 4796.778809
	Iteration 81Q: 3 clusters Score -2179150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2179153.000000 Penalty: 4796.778809
	Iteration 82Q: 3 clusters Score -2179153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2179153.250000 Penalty: 4796.778809
	Iteration 83Q: 3 clusters Score -2179153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2179153.000000 Penalty: 4796.778809
	Iteration 84Q: 3 clusters Score -2179153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2179155.000000 Penalty: 4796.778809
	Iteration 85Q: 3 clusters Score -2179155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2179155.500000 Penalty: 4796.778809
	Iteration 86Q: 3 clusters Score -2179156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2179153.750000 Penalty: 4796.778809
	Iteration 87Q: 3 clusters Score -2179154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2179153.250000 Penalty: 4796.778809
	Iteration 88Q: 3 clusters Score -2179153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2179156.250000 Penalty: 4796.778809
	Iteration 89Q: 3 clusters Score -2179156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2179155.500000 Penalty: 4796.778809
	Iteration 90Q: 3 clusters Score -2179156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2179155.250000 Penalty: 4796.778809
	Iteration 91Q: 3 clusters Score -2179155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2179156.750000 Penalty: 4796.778809
	Iteration 92Q: 3 clusters Score -2179157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2179156.500000 Penalty: 4796.778809
	Iteration 93Q: 3 clusters Score -2179156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2179156.500000 Penalty: 4796.778809
	Iteration 94F: 3 clusters Score -2179156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Entering Unmasked Estep 
Score: -134120.640625 Penalty: 1708.365967
	Iteration 0F: 2 clusters Score -134120.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -132222.156250 Penalty: 3416.731934
	Iteration 0F: 3 clusters Score -132222.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -132607.359375 Penalty: 3416.731934
	Iteration 1F: 3 clusters Score -132607.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -132840.234375 Penalty: 3416.731934
	Iteration 2F: 3 clusters Score -132840.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -133004.015625 Penalty: 3416.731934
	Iteration 3F: 3 clusters Score -133004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -133145.343750 Penalty: 3416.731934
	Iteration 4Q: 3 clusters Score -133145.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -133261.921875 Penalty: 3416.731934
	Iteration 5Q: 3 clusters Score -133261.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -133378.609375 Penalty: 3416.731934
	Iteration 6Q: 3 clusters Score -133378.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133426.281250 Penalty: 3416.731934
	Iteration 7Q: 3 clusters Score -133426.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133459.765625 Penalty: 3416.731934
	Iteration 8Q: 3 clusters Score -133459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133487.843750 Penalty: 3416.731934
	Iteration 9Q: 3 clusters Score -133487.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -133504.234375 Penalty: 3416.731934
	Iteration 10Q: 3 clusters Score -133504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -133525.968750 Penalty: 3416.731934
	Iteration 11Q: 3 clusters Score -133526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -133552.078125 Penalty: 3416.731934
	Iteration 12Q: 3 clusters Score -133552.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -133580.093750 Penalty: 3416.731934
	Iteration 13Q: 3 clusters Score -133580.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133625.359375 Penalty: 3416.731934
	Iteration 14Q: 3 clusters Score -133625.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -133664.421875 Penalty: 3416.731934
	Iteration 15Q: 3 clusters Score -133664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133685.953125 Penalty: 3416.731934
	Iteration 16Q: 3 clusters Score -133686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -133696.890625 Penalty: 3416.731934
	Iteration 17Q: 3 clusters Score -133696.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -133706.593750 Penalty: 3416.731934
	Iteration 18Q: 3 clusters Score -133706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -133710.765625 Penalty: 3416.731934
	Iteration 19Q: 3 clusters Score -133710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133713.562500 Penalty: 3416.731934
	Iteration 20F: 3 clusters Score -133713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -133715.234375 Penalty: 3416.731934
	Iteration 21Q: 3 clusters Score -133715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133715.812500 Penalty: 3416.731934
	Iteration 22Q: 3 clusters Score -133715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133715.812500 Penalty: 3416.731934
	Iteration 23F: 3 clusters Score -133715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Entering Unmasked Estep 
Score: -1347989.750000 Penalty: 2262.946045
	Iteration 0F: 2 clusters Score -1347990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1340804.500000 Penalty: 4525.892090
	Iteration 0F: 3 clusters Score -1340804 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1342808.875000 Penalty: 4525.892090
	Iteration 1F: 3 clusters Score -1342809 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1343084.500000 Penalty: 4525.892090
	Iteration 2F: 3 clusters Score -1343084 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1343281.875000 Penalty: 4525.892090
	Iteration 3Q: 3 clusters Score -1343282 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1343471.125000 Penalty: 4525.892090
	Iteration 4Q: 3 clusters Score -1343471 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1343639.125000 Penalty: 4525.892090
	Iteration 5Q: 3 clusters Score -1343639 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1343821.500000 Penalty: 4525.892090
	Iteration 6Q: 3 clusters Score -1343822 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1344001.375000 Penalty: 4525.892090
	Iteration 7Q: 3 clusters Score -1344001 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1344179.625000 Penalty: 4525.892090
	Iteration 8Q: 3 clusters Score -1344180 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1344355.625000 Penalty: 4525.892090
	Iteration 9Q: 3 clusters Score -1344356 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1344526.625000 Penalty: 4525.892090
	Iteration 10Q: 3 clusters Score -1344527 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1344689.875000 Penalty: 4525.892090
	Iteration 11Q: 3 clusters Score -1344690 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1344852.625000 Penalty: 4525.892090
	Iteration 12Q: 3 clusters Score -1344853 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1345024.000000 Penalty: 4525.892090
	Iteration 13Q: 3 clusters Score -1345024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1345171.625000 Penalty: 4525.892090
	Iteration 14Q: 3 clusters Score -1345172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1345306.875000 Penalty: 4525.892090
	Iteration 15Q: 3 clusters Score -1345307 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1345419.375000 Penalty: 4525.892090
	Iteration 16Q: 3 clusters Score -1345419 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1345511.875000 Penalty: 4525.892090
	Iteration 17Q: 3 clusters Score -1345512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1345603.500000 Penalty: 4525.892090
	Iteration 18Q: 3 clusters Score -1345604 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1345685.500000 Penalty: 4525.892090
	Iteration 19Q: 3 clusters Score -1345686 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1345750.500000 Penalty: 4525.892090
	Iteration 20F: 3 clusters Score -1345750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1345800.875000 Penalty: 4525.892090
	Iteration 21Q: 3 clusters Score -1345801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1345842.250000 Penalty: 4525.892090
	Iteration 22Q: 3 clusters Score -1345842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1345878.750000 Penalty: 4525.892090
	Iteration 23Q: 3 clusters Score -1345879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1345908.000000 Penalty: 4525.892090
	Iteration 24Q: 3 clusters Score -1345908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1345927.125000 Penalty: 4525.892090
	Iteration 25Q: 3 clusters Score -1345927 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1345949.250000 Penalty: 4525.892090
	Iteration 26Q: 3 clusters Score -1345949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1345962.625000 Penalty: 4525.892090
	Iteration 27Q: 3 clusters Score -1345963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1345976.500000 Penalty: 4525.892090
	Iteration 28Q: 3 clusters Score -1345976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1345998.000000 Penalty: 4525.892090
	Iteration 29Q: 3 clusters Score -1345998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1346012.000000 Penalty: 4525.892090
	Iteration 30Q: 3 clusters Score -1346012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1346023.875000 Penalty: 4525.892090
	Iteration 31Q: 3 clusters Score -1346024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1346032.625000 Penalty: 4525.892090
	Iteration 32Q: 3 clusters Score -1346033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1346035.750000 Penalty: 4525.892090
	Iteration 33Q: 3 clusters Score -1346036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1346042.875000 Penalty: 4525.892090
	Iteration 34Q: 3 clusters Score -1346043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1346045.875000 Penalty: 4525.892090
	Iteration 35Q: 3 clusters Score -1346046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1346048.500000 Penalty: 4525.892090
	Iteration 36Q: 3 clusters Score -1346048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1346050.750000 Penalty: 4525.892090
	Iteration 37Q: 3 clusters Score -1346051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1346054.125000 Penalty: 4525.892090
	Iteration 38Q: 3 clusters Score -1346054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1346051.625000 Penalty: 4525.892090
	Iteration 39Q: 3 clusters Score -1346052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1346055.875000 Penalty: 4525.892090
	Iteration 40F: 3 clusters Score -1346056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1346061.750000 Penalty: 4525.892090
	Iteration 41Q: 3 clusters Score -1346062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1346059.875000 Penalty: 4525.892090
	Iteration 42Q: 3 clusters Score -1346060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1346064.000000 Penalty: 4525.892090
	Iteration 43Q: 3 clusters Score -1346064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1346067.500000 Penalty: 4525.892090
	Iteration 44Q: 3 clusters Score -1346068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1346069.750000 Penalty: 4525.892090
	Iteration 45Q: 3 clusters Score -1346070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1346069.250000 Penalty: 4525.892090
	Iteration 46Q: 3 clusters Score -1346069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1346073.625000 Penalty: 4525.892090
	Iteration 47Q: 3 clusters Score -1346074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1346074.250000 Penalty: 4525.892090
	Iteration 48Q: 3 clusters Score -1346074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1346074.250000 Penalty: 4525.892090
	Iteration 49Q: 3 clusters Score -1346074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1346076.000000 Penalty: 4525.892090
	Iteration 50Q: 3 clusters Score -1346076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1346076.750000 Penalty: 4525.892090
	Iteration 51Q: 3 clusters Score -1346077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1346076.000000 Penalty: 4525.892090
	Iteration 52Q: 3 clusters Score -1346076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1346076.000000 Penalty: 4525.892090
	Iteration 53F: 3 clusters Score -1346076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Entering Unmasked Estep 
Score: -1500998.750000 Penalty: 2290.505859
	Iteration 0F: 2 clusters Score -1500999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1493201.500000 Penalty: 4581.011719
	Iteration 0F: 3 clusters Score -1493202 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1495487.500000 Penalty: 4581.011719
	Iteration 1F: 3 clusters Score -1495488 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1495869.750000 Penalty: 4581.011719
	Iteration 2F: 3 clusters Score -1495870 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1496154.250000 Penalty: 4581.011719
	Iteration 3F: 3 clusters Score -1496154 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1496443.750000 Penalty: 4581.011719
	Iteration 4F: 3 clusters Score -1496444 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1496733.875000 Penalty: 4581.011719
	Iteration 5Q: 3 clusters Score -1496734 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1497010.125000 Penalty: 4581.011719
	Iteration 6Q: 3 clusters Score -1497010 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1497286.750000 Penalty: 4581.011719
	Iteration 7Q: 3 clusters Score -1497287 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1497540.125000 Penalty: 4581.011719
	Iteration 8Q: 3 clusters Score -1497540 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1497797.500000 Penalty: 4581.011719
	Iteration 9Q: 3 clusters Score -1497798 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1498043.000000 Penalty: 4581.011719
	Iteration 10Q: 3 clusters Score -1498043 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1498227.625000 Penalty: 4581.011719
	Iteration 11Q: 3 clusters Score -1498228 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1498377.375000 Penalty: 4581.011719
	Iteration 12Q: 3 clusters Score -1498377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1498498.250000 Penalty: 4581.011719
	Iteration 13Q: 3 clusters Score -1498498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1498604.125000 Penalty: 4581.011719
	Iteration 14Q: 3 clusters Score -1498604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1498689.875000 Penalty: 4581.011719
	Iteration 15Q: 3 clusters Score -1498690 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1498750.625000 Penalty: 4581.011719
	Iteration 16Q: 3 clusters Score -1498751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1498797.500000 Penalty: 4581.011719
	Iteration 17Q: 3 clusters Score -1498798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1498842.000000 Penalty: 4581.011719
	Iteration 18Q: 3 clusters Score -1498842 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1498876.000000 Penalty: 4581.011719
	Iteration 19Q: 3 clusters Score -1498876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1498894.875000 Penalty: 4581.011719
	Iteration 20F: 3 clusters Score -1498895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1498922.750000 Penalty: 4581.011719
	Iteration 21Q: 3 clusters Score -1498923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1498949.250000 Penalty: 4581.011719
	Iteration 22Q: 3 clusters Score -1498949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1498973.625000 Penalty: 4581.011719
	Iteration 23Q: 3 clusters Score -1498974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1499004.125000 Penalty: 4581.011719
	Iteration 24Q: 3 clusters Score -1499004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1499020.875000 Penalty: 4581.011719
	Iteration 25Q: 3 clusters Score -1499021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1499041.375000 Penalty: 4581.011719
	Iteration 26Q: 3 clusters Score -1499041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1499059.000000 Penalty: 4581.011719
	Iteration 27Q: 3 clusters Score -1499059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1499077.500000 Penalty: 4581.011719
	Iteration 28Q: 3 clusters Score -1499078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1499095.875000 Penalty: 4581.011719
	Iteration 29Q: 3 clusters Score -1499096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1499112.750000 Penalty: 4581.011719
	Iteration 30Q: 3 clusters Score -1499113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1499125.250000 Penalty: 4581.011719
	Iteration 31Q: 3 clusters Score -1499125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1499133.625000 Penalty: 4581.011719
	Iteration 32Q: 3 clusters Score -1499134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1499149.875000 Penalty: 4581.011719
	Iteration 33Q: 3 clusters Score -1499150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1499154.500000 Penalty: 4581.011719
	Iteration 34Q: 3 clusters Score -1499154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1499154.875000 Penalty: 4581.011719
	Iteration 35Q: 3 clusters Score -1499155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1499159.375000 Penalty: 4581.011719
	Iteration 36Q: 3 clusters Score -1499159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1499165.500000 Penalty: 4581.011719
	Iteration 37Q: 3 clusters Score -1499166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1499167.250000 Penalty: 4581.011719
	Iteration 38Q: 3 clusters Score -1499167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1499169.500000 Penalty: 4581.011719
	Iteration 39Q: 3 clusters Score -1499170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1499172.750000 Penalty: 4581.011719
	Iteration 40F: 3 clusters Score -1499173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1499174.625000 Penalty: 4581.011719
	Iteration 41Q: 3 clusters Score -1499175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1499175.875000 Penalty: 4581.011719
	Iteration 42Q: 3 clusters Score -1499176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1499177.500000 Penalty: 4581.011719
	Iteration 43Q: 3 clusters Score -1499178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1499179.500000 Penalty: 4581.011719
	Iteration 44Q: 3 clusters Score -1499180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1499180.875000 Penalty: 4581.011719
	Iteration 45Q: 3 clusters Score -1499181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1499181.250000 Penalty: 4581.011719
	Iteration 46Q: 3 clusters Score -1499181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1499181.625000 Penalty: 4581.011719
	Iteration 47Q: 3 clusters Score -1499182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1499182.875000 Penalty: 4581.011719
	Iteration 48Q: 3 clusters Score -1499183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1499185.375000 Penalty: 4581.011719
	Iteration 49Q: 3 clusters Score -1499185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1499185.375000 Penalty: 4581.011719
	Iteration 50F: 3 clusters Score -1499185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (79715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Entering Unmasked Estep 
Score: -11887941.000000 Penalty: 2798.980713
	Iteration 0F: 2 clusters Score -1.188794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -11834312.000000 Penalty: 5597.961426
	Iteration 0F: 3 clusters Score -1.183431e+07 nChanged 37669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -11855488.000000 Penalty: 5597.961426
	Iteration 1F: 3 clusters Score -1.185549e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -11856287.000000 Penalty: 5597.961426
	Iteration 2Q: 3 clusters Score -1.185629e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -11857073.000000 Penalty: 5597.961426
	Iteration 3Q: 3 clusters Score -1.185707e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -11858232.000000 Penalty: 5597.961426
	Iteration 4Q: 3 clusters Score -1.185823e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -11860112.000000 Penalty: 5597.961426
	Iteration 5F: 3 clusters Score -1.186011e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -11863268.000000 Penalty: 5597.961426
	Iteration 6F: 3 clusters Score -1.186327e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -11867975.000000 Penalty: 5597.961426
	Iteration 7F: 3 clusters Score -1.186798e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -11874205.000000 Penalty: 5597.961426
	Iteration 8F: 3 clusters Score -1.18742e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72349 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -11880178.000000 Penalty: 5597.961426
	Iteration 9F: 3 clusters Score -1.188018e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -11884303.000000 Penalty: 5597.961426
	Iteration 10Q: 3 clusters Score -1.18843e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11885936.000000 Penalty: 5597.961426
	Iteration 11Q: 3 clusters Score -1.188594e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11886505.000000 Penalty: 5597.961426
	Iteration 12Q: 3 clusters Score -1.18865e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11886747.000000 Penalty: 5597.961426
	Iteration 13Q: 3 clusters Score -1.188675e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78584 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -11886817.000000 Penalty: 5597.961426
	Iteration 14Q: 3 clusters Score -1.188682e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11886867.000000 Penalty: 5597.961426
	Iteration 15Q: 3 clusters Score -1.188687e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11886884.000000 Penalty: 5597.961426
	Iteration 16Q: 3 clusters Score -1.188688e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78657 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11886889.000000 Penalty: 5597.961426
	Iteration 17Q: 3 clusters Score -1.188689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11886893.000000 Penalty: 5597.961426
	Iteration 18Q: 3 clusters Score -1.188689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11886897.000000 Penalty: 5597.961426
	Iteration 19Q: 3 clusters Score -1.18869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11886892.000000 Penalty: 5597.961426
	Iteration 20F: 3 clusters Score -1.188689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11886909.000000 Penalty: 5597.961426
	Iteration 21Q: 3 clusters Score -1.188691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11886905.000000 Penalty: 5597.961426
	Iteration 22Q: 3 clusters Score -1.18869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11886901.000000 Penalty: 5597.961426
	Iteration 23Q: 3 clusters Score -1.18869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11886901.000000 Penalty: 5597.961426
	Iteration 24Q: 3 clusters Score -1.18869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11886905.000000 Penalty: 5597.961426
	Iteration 25Q: 3 clusters Score -1.18869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11886915.000000 Penalty: 5597.961426
	Iteration 26Q: 3 clusters Score -1.188692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11886910.000000 Penalty: 5597.961426
	Iteration 27Q: 3 clusters Score -1.188691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11886910.000000 Penalty: 5597.961426
	Iteration 28Q: 3 clusters Score -1.188691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78640 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11886909.000000 Penalty: 5597.961426
	Iteration 29Q: 3 clusters Score -1.188691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78641 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11886908.000000 Penalty: 5597.961426
	Iteration 30Q: 3 clusters Score -1.188691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11886909.000000 Penalty: 5597.961426
	Iteration 31Q: 3 clusters Score -1.188691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78642 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11886909.000000 Penalty: 5597.961426
	Iteration 32F: 3 clusters Score -1.188691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Entering Unmasked Estep 
Score: -1773536.375000 Penalty: 2328.966553
	Iteration 0F: 2 clusters Score -1773536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1764608.125000 Penalty: 4657.933105
	Iteration 0F: 3 clusters Score -1764608 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1767282.500000 Penalty: 4657.933105
	Iteration 1F: 3 clusters Score -1767282 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1767675.625000 Penalty: 4657.933105
	Iteration 2F: 3 clusters Score -1767676 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1768062.125000 Penalty: 4657.933105
	Iteration 3F: 3 clusters Score -1768062 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1768454.750000 Penalty: 4657.933105
	Iteration 4F: 3 clusters Score -1768455 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1768959.250000 Penalty: 4657.933105
	Iteration 5F: 3 clusters Score -1768959 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1769463.000000 Penalty: 4657.933105
	Iteration 6F: 3 clusters Score -1769463 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1769916.125000 Penalty: 4657.933105
	Iteration 7F: 3 clusters Score -1769916 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1770315.500000 Penalty: 4657.933105
	Iteration 8F: 3 clusters Score -1770316 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1770665.375000 Penalty: 4657.933105
	Iteration 9Q: 3 clusters Score -1770665 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1770950.000000 Penalty: 4657.933105
	Iteration 10Q: 3 clusters Score -1770950 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1771205.000000 Penalty: 4657.933105
	Iteration 11Q: 3 clusters Score -1771205 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1771383.000000 Penalty: 4657.933105
	Iteration 12Q: 3 clusters Score -1771383 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1771523.250000 Penalty: 4657.933105
	Iteration 13Q: 3 clusters Score -1771523 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1771611.125000 Penalty: 4657.933105
	Iteration 14Q: 3 clusters Score -1771611 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1771672.375000 Penalty: 4657.933105
	Iteration 15Q: 3 clusters Score -1771672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1771727.250000 Penalty: 4657.933105
	Iteration 16Q: 3 clusters Score -1771727 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1771760.000000 Penalty: 4657.933105
	Iteration 17Q: 3 clusters Score -1771760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1771793.500000 Penalty: 4657.933105
	Iteration 18Q: 3 clusters Score -1771794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1771828.000000 Penalty: 4657.933105
	Iteration 19Q: 3 clusters Score -1771828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1771856.500000 Penalty: 4657.933105
	Iteration 20F: 3 clusters Score -1771856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1771877.750000 Penalty: 4657.933105
	Iteration 21Q: 3 clusters Score -1771878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1771892.875000 Penalty: 4657.933105
	Iteration 22Q: 3 clusters Score -1771893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1771905.875000 Penalty: 4657.933105
	Iteration 23Q: 3 clusters Score -1771906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1771912.500000 Penalty: 4657.933105
	Iteration 24Q: 3 clusters Score -1771912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1771921.375000 Penalty: 4657.933105
	Iteration 25Q: 3 clusters Score -1771921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1771931.750000 Penalty: 4657.933105
	Iteration 26Q: 3 clusters Score -1771932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1771937.875000 Penalty: 4657.933105
	Iteration 27Q: 3 clusters Score -1771938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1771937.375000 Penalty: 4657.933105
	Iteration 28Q: 3 clusters Score -1771937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1771944.500000 Penalty: 4657.933105
	Iteration 29Q: 3 clusters Score -1771944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1771948.625000 Penalty: 4657.933105
	Iteration 30Q: 3 clusters Score -1771949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1771950.000000 Penalty: 4657.933105
	Iteration 31Q: 3 clusters Score -1771950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1771953.125000 Penalty: 4657.933105
	Iteration 32Q: 3 clusters Score -1771953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1771962.750000 Penalty: 4657.933105
	Iteration 33Q: 3 clusters Score -1771963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1771965.000000 Penalty: 4657.933105
	Iteration 34Q: 3 clusters Score -1771965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1771967.375000 Penalty: 4657.933105
	Iteration 35Q: 3 clusters Score -1771967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1771968.875000 Penalty: 4657.933105
	Iteration 36Q: 3 clusters Score -1771969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1771969.875000 Penalty: 4657.933105
	Iteration 37Q: 3 clusters Score -1771970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1771979.250000 Penalty: 4657.933105
	Iteration 38Q: 3 clusters Score -1771979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1771978.750000 Penalty: 4657.933105
	Iteration 39Q: 3 clusters Score -1771979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1771978.000000 Penalty: 4657.933105
	Iteration 40F: 3 clusters Score -1771978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1771979.625000 Penalty: 4657.933105
	Iteration 41Q: 3 clusters Score -1771980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1771985.500000 Penalty: 4657.933105
	Iteration 42Q: 3 clusters Score -1771986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1771987.000000 Penalty: 4657.933105
	Iteration 43Q: 3 clusters Score -1771987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1771986.500000 Penalty: 4657.933105
	Iteration 44Q: 3 clusters Score -1771986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1771986.125000 Penalty: 4657.933105
	Iteration 45Q: 3 clusters Score -1771986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1771991.750000 Penalty: 4657.933105
	Iteration 46Q: 3 clusters Score -1771992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1771995.375000 Penalty: 4657.933105
	Iteration 47Q: 3 clusters Score -1771995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1771994.500000 Penalty: 4657.933105
	Iteration 48Q: 3 clusters Score -1771994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1771996.625000 Penalty: 4657.933105
	Iteration 49Q: 3 clusters Score -1771997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1771997.375000 Penalty: 4657.933105
	Iteration 50Q: 3 clusters Score -1771997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1771997.750000 Penalty: 4657.933105
	Iteration 51Q: 3 clusters Score -1771998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1771997.750000 Penalty: 4657.933105
	Iteration 52F: 3 clusters Score -1771998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Entering Unmasked Estep 
Score: -3275867.250000 Penalty: 2495.065430
	Iteration 0F: 2 clusters Score -3275867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3259503.250000 Penalty: 4990.130859
	Iteration 0F: 3 clusters Score -3259503 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3265425.500000 Penalty: 4990.130859
	Iteration 1F: 3 clusters Score -3265426 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -3266033.250000 Penalty: 4990.130859
	Iteration 2F: 3 clusters Score -3266033 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3266622.000000 Penalty: 4990.130859
	Iteration 3F: 3 clusters Score -3266622 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3267180.250000 Penalty: 4990.130859
	Iteration 4F: 3 clusters Score -3267180 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -3267772.750000 Penalty: 4990.130859
	Iteration 5Q: 3 clusters Score -3267773 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3268414.000000 Penalty: 4990.130859
	Iteration 6Q: 3 clusters Score -3268414 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -3269078.000000 Penalty: 4990.130859
	Iteration 7F: 3 clusters Score -3269078 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3269789.250000 Penalty: 4990.130859
	Iteration 8F: 3 clusters Score -3269789 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3270487.000000 Penalty: 4990.130859
	Iteration 9Q: 3 clusters Score -3270487 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3271090.750000 Penalty: 4990.130859
	Iteration 10Q: 3 clusters Score -3271091 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3271666.750000 Penalty: 4990.130859
	Iteration 11Q: 3 clusters Score -3271667 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3272160.000000 Penalty: 4990.130859
	Iteration 12Q: 3 clusters Score -3272160 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -3272589.250000 Penalty: 4990.130859
	Iteration 13Q: 3 clusters Score -3272589 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -3272916.500000 Penalty: 4990.130859
	Iteration 14Q: 3 clusters Score -3272916 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3273208.500000 Penalty: 4990.130859
	Iteration 15Q: 3 clusters Score -3273208 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3273427.750000 Penalty: 4990.130859
	Iteration 16Q: 3 clusters Score -3273428 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3273619.250000 Penalty: 4990.130859
	Iteration 17Q: 3 clusters Score -3273619 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -3273773.250000 Penalty: 4990.130859
	Iteration 18Q: 3 clusters Score -3273773 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3273899.000000 Penalty: 4990.130859
	Iteration 19Q: 3 clusters Score -3273899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3274009.750000 Penalty: 4990.130859
	Iteration 20F: 3 clusters Score -3274010 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -3274133.000000 Penalty: 4990.130859
	Iteration 21Q: 3 clusters Score -3274133 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3274222.500000 Penalty: 4990.130859
	Iteration 22Q: 3 clusters Score -3274222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3274307.500000 Penalty: 4990.130859
	Iteration 23Q: 3 clusters Score -3274308 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3274383.250000 Penalty: 4990.130859
	Iteration 24Q: 3 clusters Score -3274383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3274456.250000 Penalty: 4990.130859
	Iteration 25Q: 3 clusters Score -3274456 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3274531.000000 Penalty: 4990.130859
	Iteration 26Q: 3 clusters Score -3274531 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3274615.000000 Penalty: 4990.130859
	Iteration 27Q: 3 clusters Score -3274615 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3274681.500000 Penalty: 4990.130859
	Iteration 28Q: 3 clusters Score -3274682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -3274750.500000 Penalty: 4990.130859
	Iteration 29Q: 3 clusters Score -3274750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3274802.250000 Penalty: 4990.130859
	Iteration 30Q: 3 clusters Score -3274802 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3274848.750000 Penalty: 4990.130859
	Iteration 31Q: 3 clusters Score -3274849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3274883.250000 Penalty: 4990.130859
	Iteration 32Q: 3 clusters Score -3274883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3274909.250000 Penalty: 4990.130859
	Iteration 33Q: 3 clusters Score -3274909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -3274947.000000 Penalty: 4990.130859
	Iteration 34Q: 3 clusters Score -3274947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3274980.000000 Penalty: 4990.130859
	Iteration 35Q: 3 clusters Score -3274980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3275026.750000 Penalty: 4990.130859
	Iteration 36Q: 3 clusters Score -3275027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3275078.750000 Penalty: 4990.130859
	Iteration 37Q: 3 clusters Score -3275079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3275128.750000 Penalty: 4990.130859
	Iteration 38Q: 3 clusters Score -3275129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3275167.750000 Penalty: 4990.130859
	Iteration 39Q: 3 clusters Score -3275168 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3275192.250000 Penalty: 4990.130859
	Iteration 40F: 3 clusters Score -3275192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3275218.250000 Penalty: 4990.130859
	Iteration 41Q: 3 clusters Score -3275218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3275226.250000 Penalty: 4990.130859
	Iteration 42Q: 3 clusters Score -3275226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3275231.750000 Penalty: 4990.130859
	Iteration 43Q: 3 clusters Score -3275232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3275236.500000 Penalty: 4990.130859
	Iteration 44Q: 3 clusters Score -3275236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3275232.250000 Penalty: 4990.130859
	Iteration 45Q: 3 clusters Score -3275232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3275239.500000 Penalty: 4990.130859
	Iteration 46Q: 3 clusters Score -3275240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3275248.250000 Penalty: 4990.130859
	Iteration 47Q: 3 clusters Score -3275248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3275246.250000 Penalty: 4990.130859
	Iteration 48Q: 3 clusters Score -3275246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -3275248.500000 Penalty: 4990.130859
	Iteration 49Q: 3 clusters Score -3275248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -3275250.000000 Penalty: 4990.130859
	Iteration 50Q: 3 clusters Score -3275250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3275250.000000 Penalty: 4990.130859
	Iteration 51Q: 3 clusters Score -3275250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3275250.750000 Penalty: 4990.130859
	Iteration 52Q: 3 clusters Score -3275251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3275251.500000 Penalty: 4990.130859
	Iteration 53Q: 3 clusters Score -3275252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -3275247.750000 Penalty: 4990.130859
	Iteration 54Q: 3 clusters Score -3275248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3275251.750000 Penalty: 4990.130859
	Iteration 55Q: 3 clusters Score -3275252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3275248.000000 Penalty: 4990.130859
	Iteration 56Q: 3 clusters Score -3275248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -3275248.000000 Penalty: 4990.130859
	Iteration 57F: 3 clusters Score -3275248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Entering Unmasked Estep 
Score: -1770909.125000 Penalty: 2327.075439
	Iteration 0F: 2 clusters Score -1770909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1762136.125000 Penalty: 4654.150879
	Iteration 0F: 3 clusters Score -1762136 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1765060.375000 Penalty: 4654.150879
	Iteration 1F: 3 clusters Score -1765060 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1765660.500000 Penalty: 4654.150879
	Iteration 2F: 3 clusters Score -1765660 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1766206.500000 Penalty: 4654.150879
	Iteration 3F: 3 clusters Score -1766206 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1766741.000000 Penalty: 4654.150879
	Iteration 4F: 3 clusters Score -1766741 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1767279.875000 Penalty: 4654.150879
	Iteration 5F: 3 clusters Score -1767280 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1767699.250000 Penalty: 4654.150879
	Iteration 6F: 3 clusters Score -1767699 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1767978.625000 Penalty: 4654.150879
	Iteration 7Q: 3 clusters Score -1767979 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1768194.750000 Penalty: 4654.150879
	Iteration 8Q: 3 clusters Score -1768195 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1768351.750000 Penalty: 4654.150879
	Iteration 9Q: 3 clusters Score -1768352 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1768460.750000 Penalty: 4654.150879
	Iteration 10Q: 3 clusters Score -1768461 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1768554.375000 Penalty: 4654.150879
	Iteration 11Q: 3 clusters Score -1768554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1768638.875000 Penalty: 4654.150879
	Iteration 12Q: 3 clusters Score -1768639 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1768696.500000 Penalty: 4654.150879
	Iteration 13Q: 3 clusters Score -1768696 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1768739.625000 Penalty: 4654.150879
	Iteration 14Q: 3 clusters Score -1768740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1768783.250000 Penalty: 4654.150879
	Iteration 15Q: 3 clusters Score -1768783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1768819.875000 Penalty: 4654.150879
	Iteration 16Q: 3 clusters Score -1768820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1768845.750000 Penalty: 4654.150879
	Iteration 17Q: 3 clusters Score -1768846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1768875.250000 Penalty: 4654.150879
	Iteration 18Q: 3 clusters Score -1768875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1768906.875000 Penalty: 4654.150879
	Iteration 19Q: 3 clusters Score -1768907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1768928.375000 Penalty: 4654.150879
	Iteration 20F: 3 clusters Score -1768928 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1768957.750000 Penalty: 4654.150879
	Iteration 21Q: 3 clusters Score -1768958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1768978.625000 Penalty: 4654.150879
	Iteration 22Q: 3 clusters Score -1768979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1769006.750000 Penalty: 4654.150879
	Iteration 23Q: 3 clusters Score -1769007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1769030.000000 Penalty: 4654.150879
	Iteration 24Q: 3 clusters Score -1769030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1769055.500000 Penalty: 4654.150879
	Iteration 25Q: 3 clusters Score -1769056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1769077.000000 Penalty: 4654.150879
	Iteration 26Q: 3 clusters Score -1769077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1769101.750000 Penalty: 4654.150879
	Iteration 27Q: 3 clusters Score -1769102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1769120.375000 Penalty: 4654.150879
	Iteration 28Q: 3 clusters Score -1769120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1769140.500000 Penalty: 4654.150879
	Iteration 29Q: 3 clusters Score -1769140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1769156.625000 Penalty: 4654.150879
	Iteration 30Q: 3 clusters Score -1769157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1769173.000000 Penalty: 4654.150879
	Iteration 31Q: 3 clusters Score -1769173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1769188.500000 Penalty: 4654.150879
	Iteration 32Q: 3 clusters Score -1769188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1769195.375000 Penalty: 4654.150879
	Iteration 33Q: 3 clusters Score -1769195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1769195.625000 Penalty: 4654.150879
	Iteration 34Q: 3 clusters Score -1769196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1769204.000000 Penalty: 4654.150879
	Iteration 35Q: 3 clusters Score -1769204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1769207.500000 Penalty: 4654.150879
	Iteration 36Q: 3 clusters Score -1769208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1769214.250000 Penalty: 4654.150879
	Iteration 37Q: 3 clusters Score -1769214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1769216.125000 Penalty: 4654.150879
	Iteration 38Q: 3 clusters Score -1769216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1769218.875000 Penalty: 4654.150879
	Iteration 39Q: 3 clusters Score -1769219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1769226.500000 Penalty: 4654.150879
	Iteration 40F: 3 clusters Score -1769226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1769235.250000 Penalty: 4654.150879
	Iteration 41Q: 3 clusters Score -1769235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1769239.375000 Penalty: 4654.150879
	Iteration 42Q: 3 clusters Score -1769239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1769242.625000 Penalty: 4654.150879
	Iteration 43Q: 3 clusters Score -1769243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1769249.750000 Penalty: 4654.150879
	Iteration 44Q: 3 clusters Score -1769250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1769247.125000 Penalty: 4654.150879
	Iteration 45Q: 3 clusters Score -1769247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1769251.750000 Penalty: 4654.150879
	Iteration 46Q: 3 clusters Score -1769252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1769251.750000 Penalty: 4654.150879
	Iteration 47Q: 3 clusters Score -1769252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1769253.125000 Penalty: 4654.150879
	Iteration 48Q: 3 clusters Score -1769253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1769253.625000 Penalty: 4654.150879
	Iteration 49Q: 3 clusters Score -1769254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1769253.875000 Penalty: 4654.150879
	Iteration 50Q: 3 clusters Score -1769254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1769259.875000 Penalty: 4654.150879
	Iteration 51Q: 3 clusters Score -1769260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1769264.250000 Penalty: 4654.150879
	Iteration 52Q: 3 clusters Score -1769264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1769263.750000 Penalty: 4654.150879
	Iteration 53Q: 3 clusters Score -1769264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1769264.500000 Penalty: 4654.150879
	Iteration 54Q: 3 clusters Score -1769264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1769262.250000 Penalty: 4654.150879
	Iteration 55Q: 3 clusters Score -1769262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1769265.875000 Penalty: 4654.150879
	Iteration 56Q: 3 clusters Score -1769266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1769266.250000 Penalty: 4654.150879
	Iteration 57Q: 3 clusters Score -1769266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1769268.250000 Penalty: 4654.150879
	Iteration 58Q: 3 clusters Score -1769268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1769270.000000 Penalty: 4654.150879
	Iteration 59Q: 3 clusters Score -1769270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1769271.375000 Penalty: 4654.150879
	Iteration 60F: 3 clusters Score -1769271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1769268.625000 Penalty: 4654.150879
	Iteration 61Q: 3 clusters Score -1769269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1769270.125000 Penalty: 4654.150879
	Iteration 62Q: 3 clusters Score -1769270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1769271.750000 Penalty: 4654.150879
	Iteration 63Q: 3 clusters Score -1769272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1769272.250000 Penalty: 4654.150879
	Iteration 64Q: 3 clusters Score -1769272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1769272.250000 Penalty: 4654.150879
	Iteration 65F: 3 clusters Score -1769272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -251979.546875 Penalty: 1849.057495
	Iteration 0F: 2 clusters Score -251979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -249543.781250 Penalty: 3698.114990
	Iteration 0F: 3 clusters Score -249543.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -249985.781250 Penalty: 3698.114990
	Iteration 1F: 3 clusters Score -249985.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -250176.250000 Penalty: 3698.114990
	Iteration 2F: 3 clusters Score -250176.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -250362.062500 Penalty: 3698.114990
	Iteration 3F: 3 clusters Score -250362.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -250564.109375 Penalty: 3698.114990
	Iteration 4F: 3 clusters Score -250564.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250756.640625 Penalty: 3698.114990
	Iteration 5F: 3 clusters Score -250756.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250910.281250 Penalty: 3698.114990
	Iteration 6F: 3 clusters Score -250910.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -250987.781250 Penalty: 3698.114990
	Iteration 7Q: 3 clusters Score -250987.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -251036.000000 Penalty: 3698.114990
	Iteration 8Q: 3 clusters Score -251036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -251079.765625 Penalty: 3698.114990
	Iteration 9Q: 3 clusters Score -251079.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -251104.953125 Penalty: 3698.114990
	Iteration 10Q: 3 clusters Score -251105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251120.765625 Penalty: 3698.114990
	Iteration 11Q: 3 clusters Score -251120.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -251127.671875 Penalty: 3698.114990
	Iteration 12Q: 3 clusters Score -251127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -251131.046875 Penalty: 3698.114990
	Iteration 13Q: 3 clusters Score -251131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -251135.562500 Penalty: 3698.114990
	Iteration 14Q: 3 clusters Score -251135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -251140.125000 Penalty: 3698.114990
	Iteration 15Q: 3 clusters Score -251140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -251144.250000 Penalty: 3698.114990
	Iteration 16Q: 3 clusters Score -251144.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -251148.296875 Penalty: 3698.114990
	Iteration 17Q: 3 clusters Score -251148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -251149.546875 Penalty: 3698.114990
	Iteration 18Q: 3 clusters Score -251149.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -251151.609375 Penalty: 3698.114990
	Iteration 19Q: 3 clusters Score -251151.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -251152.984375 Penalty: 3698.114990
	Iteration 20F: 3 clusters Score -251153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -251155.218750 Penalty: 3698.114990
	Iteration 21Q: 3 clusters Score -251155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -251157.921875 Penalty: 3698.114990
	Iteration 22Q: 3 clusters Score -251157.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -251164.328125 Penalty: 3698.114990
	Iteration 23Q: 3 clusters Score -251164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251169.031250 Penalty: 3698.114990
	Iteration 24Q: 3 clusters Score -251169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251170.750000 Penalty: 3698.114990
	Iteration 25Q: 3 clusters Score -251170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -251172.718750 Penalty: 3698.114990
	Iteration 26Q: 3 clusters Score -251172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251173.421875 Penalty: 3698.114990
	Iteration 27Q: 3 clusters Score -251173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -251173.421875 Penalty: 3698.114990
	Iteration 28F: 3 clusters Score -251173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Entering Unmasked Estep 
Score: -1616148.750000 Penalty: 2303.503174
	Iteration 0F: 2 clusters Score -1616149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1607977.375000 Penalty: 4607.006348
	Iteration 0F: 3 clusters Score -1607977 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1610416.125000 Penalty: 4607.006348
	Iteration 1F: 3 clusters Score -1610416 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1610794.500000 Penalty: 4607.006348
	Iteration 2F: 3 clusters Score -1610794 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1611119.375000 Penalty: 4607.006348
	Iteration 3F: 3 clusters Score -1611119 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1611445.250000 Penalty: 4607.006348
	Iteration 4Q: 3 clusters Score -1611445 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1611692.875000 Penalty: 4607.006348
	Iteration 5Q: 3 clusters Score -1611693 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1611905.000000 Penalty: 4607.006348
	Iteration 6Q: 3 clusters Score -1611905 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1612084.000000 Penalty: 4607.006348
	Iteration 7Q: 3 clusters Score -1612084 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1612240.625000 Penalty: 4607.006348
	Iteration 8Q: 3 clusters Score -1612241 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1612415.125000 Penalty: 4607.006348
	Iteration 9Q: 3 clusters Score -1612415 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1612575.625000 Penalty: 4607.006348
	Iteration 10Q: 3 clusters Score -1612576 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1612712.375000 Penalty: 4607.006348
	Iteration 11Q: 3 clusters Score -1612712 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1612854.625000 Penalty: 4607.006348
	Iteration 12Q: 3 clusters Score -1612855 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1612969.625000 Penalty: 4607.006348
	Iteration 13Q: 3 clusters Score -1612970 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1613090.125000 Penalty: 4607.006348
	Iteration 14Q: 3 clusters Score -1613090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1613194.375000 Penalty: 4607.006348
	Iteration 15Q: 3 clusters Score -1613194 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1613313.625000 Penalty: 4607.006348
	Iteration 16Q: 3 clusters Score -1613314 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1613421.000000 Penalty: 4607.006348
	Iteration 17Q: 3 clusters Score -1613421 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1613516.500000 Penalty: 4607.006348
	Iteration 18Q: 3 clusters Score -1613516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1613610.125000 Penalty: 4607.006348
	Iteration 19Q: 3 clusters Score -1613610 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1613702.625000 Penalty: 4607.006348
	Iteration 20F: 3 clusters Score -1613703 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1613799.375000 Penalty: 4607.006348
	Iteration 21Q: 3 clusters Score -1613799 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1613888.000000 Penalty: 4607.006348
	Iteration 22Q: 3 clusters Score -1613888 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1613958.375000 Penalty: 4607.006348
	Iteration 23Q: 3 clusters Score -1613958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1614014.625000 Penalty: 4607.006348
	Iteration 24Q: 3 clusters Score -1614015 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1614056.500000 Penalty: 4607.006348
	Iteration 25Q: 3 clusters Score -1614056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1614083.750000 Penalty: 4607.006348
	Iteration 26Q: 3 clusters Score -1614084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1614111.375000 Penalty: 4607.006348
	Iteration 27Q: 3 clusters Score -1614111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1614122.750000 Penalty: 4607.006348
	Iteration 28Q: 3 clusters Score -1614123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1614132.875000 Penalty: 4607.006348
	Iteration 29Q: 3 clusters Score -1614133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1614139.250000 Penalty: 4607.006348
	Iteration 30Q: 3 clusters Score -1614139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1614147.250000 Penalty: 4607.006348
	Iteration 31Q: 3 clusters Score -1614147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1614149.000000 Penalty: 4607.006348
	Iteration 32Q: 3 clusters Score -1614149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1614152.250000 Penalty: 4607.006348
	Iteration 33Q: 3 clusters Score -1614152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1614158.125000 Penalty: 4607.006348
	Iteration 34Q: 3 clusters Score -1614158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1614157.625000 Penalty: 4607.006348
	Iteration 35Q: 3 clusters Score -1614158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1614158.000000 Penalty: 4607.006348
	Iteration 36Q: 3 clusters Score -1614158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1614162.625000 Penalty: 4607.006348
	Iteration 37Q: 3 clusters Score -1614163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1614165.500000 Penalty: 4607.006348
	Iteration 38Q: 3 clusters Score -1614166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1614166.500000 Penalty: 4607.006348
	Iteration 39Q: 3 clusters Score -1614166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1614167.125000 Penalty: 4607.006348
	Iteration 40F: 3 clusters Score -1614167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1614167.250000 Penalty: 4607.006348
	Iteration 41Q: 3 clusters Score -1614167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1614167.000000 Penalty: 4607.006348
	Iteration 42Q: 3 clusters Score -1614167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1614172.750000 Penalty: 4607.006348
	Iteration 43Q: 3 clusters Score -1614173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1614170.750000 Penalty: 4607.006348
	Iteration 44Q: 3 clusters Score -1614171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1614170.500000 Penalty: 4607.006348
	Iteration 45Q: 3 clusters Score -1614170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1614168.000000 Penalty: 4607.006348
	Iteration 46Q: 3 clusters Score -1614168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1614171.875000 Penalty: 4607.006348
	Iteration 47Q: 3 clusters Score -1614172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1614171.125000 Penalty: 4607.006348
	Iteration 48Q: 3 clusters Score -1614171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1614171.250000 Penalty: 4607.006348
	Iteration 49Q: 3 clusters Score -1614171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1614171.750000 Penalty: 4607.006348
	Iteration 50Q: 3 clusters Score -1614172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1614172.250000 Penalty: 4607.006348
	Iteration 51Q: 3 clusters Score -1614172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1614171.750000 Penalty: 4607.006348
	Iteration 52Q: 3 clusters Score -1614172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1614174.875000 Penalty: 4607.006348
	Iteration 53Q: 3 clusters Score -1614175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1614173.125000 Penalty: 4607.006348
	Iteration 54Q: 3 clusters Score -1614173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1614174.000000 Penalty: 4607.006348
	Iteration 55Q: 3 clusters Score -1614174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1614173.625000 Penalty: 4607.006348
	Iteration 56Q: 3 clusters Score -1614174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1614176.375000 Penalty: 4607.006348
	Iteration 57Q: 3 clusters Score -1614176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1614179.750000 Penalty: 4607.006348
	Iteration 58Q: 3 clusters Score -1614180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1614182.000000 Penalty: 4607.006348
	Iteration 59Q: 3 clusters Score -1614182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1614180.125000 Penalty: 4607.006348
	Iteration 60F: 3 clusters Score -1614180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1614182.875000 Penalty: 4607.006348
	Iteration 61Q: 3 clusters Score -1614183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1614182.875000 Penalty: 4607.006348
	Iteration 62F: 3 clusters Score -1614183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -110586.046875 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -110586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -109035.265625 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -109035.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109651.921875 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -109651.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -110029.804688 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -110029.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -110304.851562 Penalty: 3376.187500
	Iteration 3F: 3 clusters Score -110304.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110404.703125 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -110404.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110454.015625 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -110454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110480.281250 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -110480.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110503.445312 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -110503.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -110513.000000 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -110513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110526.343750 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -110526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110531.070312 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -110531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110532.328125 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -110532.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -110532.328125 Penalty: 3376.187500
	Iteration 12F: 3 clusters Score -110532.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Entering Unmasked Estep 
Score: -4491996.500000 Penalty: 2557.322021
	Iteration 0F: 2 clusters Score -4491996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -4471206.000000 Penalty: 5114.644043
	Iteration 0F: 3 clusters Score -4471206 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4478562.000000 Penalty: 5114.644043
	Iteration 1F: 3 clusters Score -4478562 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4478947.500000 Penalty: 5114.644043
	Iteration 2Q: 3 clusters Score -4478948 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4479305.000000 Penalty: 5114.644043
	Iteration 3Q: 3 clusters Score -4479305 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4479710.000000 Penalty: 5114.644043
	Iteration 4Q: 3 clusters Score -4479710 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4480185.500000 Penalty: 5114.644043
	Iteration 5Q: 3 clusters Score -4480186 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4480751.500000 Penalty: 5114.644043
	Iteration 6Q: 3 clusters Score -4480752 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -4481416.000000 Penalty: 5114.644043
	Iteration 7Q: 3 clusters Score -4481416 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4482117.000000 Penalty: 5114.644043
	Iteration 8Q: 3 clusters Score -4482117 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -4482749.000000 Penalty: 5114.644043
	Iteration 9Q: 3 clusters Score -4482749 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4483397.000000 Penalty: 5114.644043
	Iteration 10Q: 3 clusters Score -4483397 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4484069.000000 Penalty: 5114.644043
	Iteration 11Q: 3 clusters Score -4484069 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4484809.500000 Penalty: 5114.644043
	Iteration 12Q: 3 clusters Score -4484810 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -4485744.500000 Penalty: 5114.644043
	Iteration 13Q: 3 clusters Score -4485744 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4486741.500000 Penalty: 5114.644043
	Iteration 14Q: 3 clusters Score -4486742 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -4487717.500000 Penalty: 5114.644043
	Iteration 15Q: 3 clusters Score -4487718 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4488485.500000 Penalty: 5114.644043
	Iteration 16Q: 3 clusters Score -4488486 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4489025.000000 Penalty: 5114.644043
	Iteration 17Q: 3 clusters Score -4489025 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4489374.500000 Penalty: 5114.644043
	Iteration 18Q: 3 clusters Score -4489374 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4489631.000000 Penalty: 5114.644043
	Iteration 19Q: 3 clusters Score -4489631 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4489823.500000 Penalty: 5114.644043
	Iteration 20F: 3 clusters Score -4489824 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4489959.500000 Penalty: 5114.644043
	Iteration 21Q: 3 clusters Score -4489960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4490064.000000 Penalty: 5114.644043
	Iteration 22Q: 3 clusters Score -4490064 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -4490121.500000 Penalty: 5114.644043
	Iteration 23Q: 3 clusters Score -4490122 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4490173.500000 Penalty: 5114.644043
	Iteration 24Q: 3 clusters Score -4490174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4490220.500000 Penalty: 5114.644043
	Iteration 25Q: 3 clusters Score -4490220 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4490253.500000 Penalty: 5114.644043
	Iteration 26Q: 3 clusters Score -4490254 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4490284.500000 Penalty: 5114.644043
	Iteration 27Q: 3 clusters Score -4490284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -4490324.500000 Penalty: 5114.644043
	Iteration 28Q: 3 clusters Score -4490324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4490352.000000 Penalty: 5114.644043
	Iteration 29Q: 3 clusters Score -4490352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4490368.500000 Penalty: 5114.644043
	Iteration 30Q: 3 clusters Score -4490368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4490396.000000 Penalty: 5114.644043
	Iteration 31Q: 3 clusters Score -4490396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4490410.500000 Penalty: 5114.644043
	Iteration 32Q: 3 clusters Score -4490410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -4490443.500000 Penalty: 5114.644043
	Iteration 33Q: 3 clusters Score -4490444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4490445.000000 Penalty: 5114.644043
	Iteration 34Q: 3 clusters Score -4490445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4490468.500000 Penalty: 5114.644043
	Iteration 35Q: 3 clusters Score -4490468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4490488.000000 Penalty: 5114.644043
	Iteration 36Q: 3 clusters Score -4490488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -4490525.000000 Penalty: 5114.644043
	Iteration 37Q: 3 clusters Score -4490525 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -4490550.000000 Penalty: 5114.644043
	Iteration 38Q: 3 clusters Score -4490550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -4490601.000000 Penalty: 5114.644043
	Iteration 39Q: 3 clusters Score -4490601 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4490629.500000 Penalty: 5114.644043
	Iteration 40F: 3 clusters Score -4490630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -4490689.000000 Penalty: 5114.644043
	Iteration 41Q: 3 clusters Score -4490689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4490751.500000 Penalty: 5114.644043
	Iteration 42Q: 3 clusters Score -4490752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4490795.000000 Penalty: 5114.644043
	Iteration 43Q: 3 clusters Score -4490795 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4490860.500000 Penalty: 5114.644043
	Iteration 44Q: 3 clusters Score -4490860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4490905.000000 Penalty: 5114.644043
	Iteration 45Q: 3 clusters Score -4490905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4490943.500000 Penalty: 5114.644043
	Iteration 46Q: 3 clusters Score -4490944 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4490990.500000 Penalty: 5114.644043
	Iteration 47Q: 3 clusters Score -4490990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4491038.000000 Penalty: 5114.644043
	Iteration 48Q: 3 clusters Score -4491038 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4491081.500000 Penalty: 5114.644043
	Iteration 49Q: 3 clusters Score -4491082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4491143.000000 Penalty: 5114.644043
	Iteration 50Q: 3 clusters Score -4491143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4491178.000000 Penalty: 5114.644043
	Iteration 51Q: 3 clusters Score -4491178 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4491207.000000 Penalty: 5114.644043
	Iteration 52Q: 3 clusters Score -4491207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4491270.000000 Penalty: 5114.644043
	Iteration 53Q: 3 clusters Score -4491270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -4491313.500000 Penalty: 5114.644043
	Iteration 54Q: 3 clusters Score -4491314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -4491360.500000 Penalty: 5114.644043
	Iteration 55Q: 3 clusters Score -4491360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -4491399.000000 Penalty: 5114.644043
	Iteration 56Q: 3 clusters Score -4491399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4491420.000000 Penalty: 5114.644043
	Iteration 57Q: 3 clusters Score -4491420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4491450.500000 Penalty: 5114.644043
	Iteration 58Q: 3 clusters Score -4491450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4491471.500000 Penalty: 5114.644043
	Iteration 59Q: 3 clusters Score -4491472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4491501.500000 Penalty: 5114.644043
	Iteration 60F: 3 clusters Score -4491502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -4491515.500000 Penalty: 5114.644043
	Iteration 61Q: 3 clusters Score -4491516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -4491528.000000 Penalty: 5114.644043
	Iteration 62Q: 3 clusters Score -4491528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -4491532.500000 Penalty: 5114.644043
	Iteration 63Q: 3 clusters Score -4491532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4491556.000000 Penalty: 5114.644043
	Iteration 64Q: 3 clusters Score -4491556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4491565.000000 Penalty: 5114.644043
	Iteration 65Q: 3 clusters Score -4491565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4491581.500000 Penalty: 5114.644043
	Iteration 66Q: 3 clusters Score -4491582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4491590.500000 Penalty: 5114.644043
	Iteration 67Q: 3 clusters Score -4491590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4491593.000000 Penalty: 5114.644043
	Iteration 68Q: 3 clusters Score -4491593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -4491603.000000 Penalty: 5114.644043
	Iteration 69Q: 3 clusters Score -4491603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4491608.000000 Penalty: 5114.644043
	Iteration 70Q: 3 clusters Score -4491608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -4491616.000000 Penalty: 5114.644043
	Iteration 71Q: 3 clusters Score -4491616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4491622.000000 Penalty: 5114.644043
	Iteration 72Q: 3 clusters Score -4491622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4491618.000000 Penalty: 5114.644043
	Iteration 73Q: 3 clusters Score -4491618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4491619.000000 Penalty: 5114.644043
	Iteration 74Q: 3 clusters Score -4491619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -4491611.500000 Penalty: 5114.644043
	Iteration 75Q: 3 clusters Score -4491612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -4491616.000000 Penalty: 5114.644043
	Iteration 76Q: 3 clusters Score -4491616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4491615.500000 Penalty: 5114.644043
	Iteration 77Q: 3 clusters Score -4491616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4491617.000000 Penalty: 5114.644043
	Iteration 78Q: 3 clusters Score -4491617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -4491617.000000 Penalty: 5114.644043
	Iteration 79F: 3 clusters Score -4491617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -413345.468750 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -413345.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -410008.031250 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -410008 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -410910.281250 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -410910.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -411238.750000 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -411238.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -411513.093750 Penalty: 3996.773438
	Iteration 3F: 3 clusters Score -411513.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -411770.687500 Penalty: 3996.773438
	Iteration 4F: 3 clusters Score -411770.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -411968.531250 Penalty: 3996.773438
	Iteration 5F: 3 clusters Score -411968.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -412097.437500 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -412097.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -412179.312500 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -412179.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -412226.937500 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -412226.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -412254.906250 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -412254.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -412270.843750 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -412270.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -412280.125000 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -412280.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -412286.281250 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -412286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412290.375000 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -412290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412293.562500 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -412293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -412295.875000 Penalty: 3996.773438
	Iteration 15Q: 3 clusters Score -412295.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412299.187500 Penalty: 3996.773438
	Iteration 16Q: 3 clusters Score -412299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -412305.750000 Penalty: 3996.773438
	Iteration 17Q: 3 clusters Score -412305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -412316.687500 Penalty: 3996.773438
	Iteration 18Q: 3 clusters Score -412316.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -412333.656250 Penalty: 3996.773438
	Iteration 19Q: 3 clusters Score -412333.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -412360.531250 Penalty: 3996.773438
	Iteration 20F: 3 clusters Score -412360.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -412407.812500 Penalty: 3996.773438
	Iteration 21Q: 3 clusters Score -412407.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -412460.343750 Penalty: 3996.773438
	Iteration 22Q: 3 clusters Score -412460.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -412520.906250 Penalty: 3996.773438
	Iteration 23Q: 3 clusters Score -412520.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -412561.250000 Penalty: 3996.773438
	Iteration 24Q: 3 clusters Score -412561.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -412588.218750 Penalty: 3996.773438
	Iteration 25Q: 3 clusters Score -412588.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -412601.187500 Penalty: 3996.773438
	Iteration 26Q: 3 clusters Score -412601.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -412608.093750 Penalty: 3996.773438
	Iteration 27Q: 3 clusters Score -412608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -412613.937500 Penalty: 3996.773438
	Iteration 28Q: 3 clusters Score -412613.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -412615.187500 Penalty: 3996.773438
	Iteration 29Q: 3 clusters Score -412615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -412615.781250 Penalty: 3996.773438
	Iteration 30Q: 3 clusters Score -412615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -412617.531250 Penalty: 3996.773438
	Iteration 31Q: 3 clusters Score -412617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -412617.906250 Penalty: 3996.773438
	Iteration 32Q: 3 clusters Score -412617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -412617.906250 Penalty: 3996.773438
	Iteration 33F: 3 clusters Score -412617.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (31013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Entering Unmasked Estep 
Score: -4625925.000000 Penalty: 2564.856201
	Iteration 0F: 2 clusters Score -4625925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4604699.500000 Penalty: 5129.712402
	Iteration 0F: 3 clusters Score -4604700 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4612347.000000 Penalty: 5129.712402
	Iteration 1F: 3 clusters Score -4612347 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -4612788.000000 Penalty: 5129.712402
	Iteration 2Q: 3 clusters Score -4612788 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4613188.000000 Penalty: 5129.712402
	Iteration 3Q: 3 clusters Score -4613188 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4613568.500000 Penalty: 5129.712402
	Iteration 4Q: 3 clusters Score -4613568 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -4613930.500000 Penalty: 5129.712402
	Iteration 5Q: 3 clusters Score -4613930 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4614306.500000 Penalty: 5129.712402
	Iteration 6Q: 3 clusters Score -4614306 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4614743.500000 Penalty: 5129.712402
	Iteration 7Q: 3 clusters Score -4614744 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4615242.500000 Penalty: 5129.712402
	Iteration 8Q: 3 clusters Score -4615242 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -4615769.000000 Penalty: 5129.712402
	Iteration 9Q: 3 clusters Score -4615769 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4616382.000000 Penalty: 5129.712402
	Iteration 10Q: 3 clusters Score -4616382 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4617128.000000 Penalty: 5129.712402
	Iteration 11Q: 3 clusters Score -4617128 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4617949.000000 Penalty: 5129.712402
	Iteration 12Q: 3 clusters Score -4617949 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4618933.000000 Penalty: 5129.712402
	Iteration 13Q: 3 clusters Score -4618933 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4619997.000000 Penalty: 5129.712402
	Iteration 14Q: 3 clusters Score -4619997 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4620977.500000 Penalty: 5129.712402
	Iteration 15Q: 3 clusters Score -4620978 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4621724.000000 Penalty: 5129.712402
	Iteration 16Q: 3 clusters Score -4621724 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4622160.500000 Penalty: 5129.712402
	Iteration 17Q: 3 clusters Score -4622160 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -4622466.000000 Penalty: 5129.712402
	Iteration 18Q: 3 clusters Score -4622466 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4622647.500000 Penalty: 5129.712402
	Iteration 19Q: 3 clusters Score -4622648 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4622782.500000 Penalty: 5129.712402
	Iteration 20F: 3 clusters Score -4622782 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4622875.000000 Penalty: 5129.712402
	Iteration 21Q: 3 clusters Score -4622875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4622963.000000 Penalty: 5129.712402
	Iteration 22Q: 3 clusters Score -4622963 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4622998.000000 Penalty: 5129.712402
	Iteration 23Q: 3 clusters Score -4622998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -4623031.000000 Penalty: 5129.712402
	Iteration 24Q: 3 clusters Score -4623031 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -4623066.000000 Penalty: 5129.712402
	Iteration 25Q: 3 clusters Score -4623066 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4623098.500000 Penalty: 5129.712402
	Iteration 26Q: 3 clusters Score -4623098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -4623112.000000 Penalty: 5129.712402
	Iteration 27Q: 3 clusters Score -4623112 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4623152.000000 Penalty: 5129.712402
	Iteration 28Q: 3 clusters Score -4623152 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4623173.000000 Penalty: 5129.712402
	Iteration 29Q: 3 clusters Score -4623173 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4623196.000000 Penalty: 5129.712402
	Iteration 30Q: 3 clusters Score -4623196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -4623226.000000 Penalty: 5129.712402
	Iteration 31Q: 3 clusters Score -4623226 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4623248.500000 Penalty: 5129.712402
	Iteration 32Q: 3 clusters Score -4623248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -4623273.000000 Penalty: 5129.712402
	Iteration 33Q: 3 clusters Score -4623273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4623277.000000 Penalty: 5129.712402
	Iteration 34Q: 3 clusters Score -4623277 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -4623294.500000 Penalty: 5129.712402
	Iteration 35Q: 3 clusters Score -4623294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -4623320.500000 Penalty: 5129.712402
	Iteration 36Q: 3 clusters Score -4623320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4623343.500000 Penalty: 5129.712402
	Iteration 37Q: 3 clusters Score -4623344 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4623353.500000 Penalty: 5129.712402
	Iteration 38Q: 3 clusters Score -4623354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4623378.000000 Penalty: 5129.712402
	Iteration 39Q: 3 clusters Score -4623378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4623387.000000 Penalty: 5129.712402
	Iteration 40F: 3 clusters Score -4623387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4623401.000000 Penalty: 5129.712402
	Iteration 41Q: 3 clusters Score -4623401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -4623424.000000 Penalty: 5129.712402
	Iteration 42Q: 3 clusters Score -4623424 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -4623433.500000 Penalty: 5129.712402
	Iteration 43Q: 3 clusters Score -4623434 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4623448.500000 Penalty: 5129.712402
	Iteration 44Q: 3 clusters Score -4623448 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4623465.000000 Penalty: 5129.712402
	Iteration 45Q: 3 clusters Score -4623465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4623487.000000 Penalty: 5129.712402
	Iteration 46Q: 3 clusters Score -4623487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -4623497.000000 Penalty: 5129.712402
	Iteration 47Q: 3 clusters Score -4623497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4623520.000000 Penalty: 5129.712402
	Iteration 48Q: 3 clusters Score -4623520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -4623532.000000 Penalty: 5129.712402
	Iteration 49Q: 3 clusters Score -4623532 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4623565.000000 Penalty: 5129.712402
	Iteration 50Q: 3 clusters Score -4623565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4623576.500000 Penalty: 5129.712402
	Iteration 51Q: 3 clusters Score -4623576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4623597.500000 Penalty: 5129.712402
	Iteration 52Q: 3 clusters Score -4623598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -4623615.500000 Penalty: 5129.712402
	Iteration 53Q: 3 clusters Score -4623616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -4623651.000000 Penalty: 5129.712402
	Iteration 54Q: 3 clusters Score -4623651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4623673.500000 Penalty: 5129.712402
	Iteration 55Q: 3 clusters Score -4623674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4623697.500000 Penalty: 5129.712402
	Iteration 56Q: 3 clusters Score -4623698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4623720.500000 Penalty: 5129.712402
	Iteration 57Q: 3 clusters Score -4623720 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4623748.500000 Penalty: 5129.712402
	Iteration 58Q: 3 clusters Score -4623748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4623778.000000 Penalty: 5129.712402
	Iteration 59Q: 3 clusters Score -4623778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4623798.500000 Penalty: 5129.712402
	Iteration 60F: 3 clusters Score -4623798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -4623802.500000 Penalty: 5129.712402
	Iteration 61Q: 3 clusters Score -4623802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4623831.000000 Penalty: 5129.712402
	Iteration 62Q: 3 clusters Score -4623831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4623845.000000 Penalty: 5129.712402
	Iteration 63Q: 3 clusters Score -4623845 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4623862.500000 Penalty: 5129.712402
	Iteration 64Q: 3 clusters Score -4623862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -4623890.500000 Penalty: 5129.712402
	Iteration 65Q: 3 clusters Score -4623890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4623904.000000 Penalty: 5129.712402
	Iteration 66Q: 3 clusters Score -4623904 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4623916.000000 Penalty: 5129.712402
	Iteration 67Q: 3 clusters Score -4623916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -4623929.500000 Penalty: 5129.712402
	Iteration 68Q: 3 clusters Score -4623930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4623956.000000 Penalty: 5129.712402
	Iteration 69Q: 3 clusters Score -4623956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -4623968.500000 Penalty: 5129.712402
	Iteration 70Q: 3 clusters Score -4623968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4623989.500000 Penalty: 5129.712402
	Iteration 71Q: 3 clusters Score -4623990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -4624022.000000 Penalty: 5129.712402
	Iteration 72Q: 3 clusters Score -4624022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4624024.000000 Penalty: 5129.712402
	Iteration 73Q: 3 clusters Score -4624024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4624039.500000 Penalty: 5129.712402
	Iteration 74Q: 3 clusters Score -4624040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -4624042.000000 Penalty: 5129.712402
	Iteration 75Q: 3 clusters Score -4624042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -4624053.000000 Penalty: 5129.712402
	Iteration 76Q: 3 clusters Score -4624053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4624073.000000 Penalty: 5129.712402
	Iteration 77Q: 3 clusters Score -4624073 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -4624092.000000 Penalty: 5129.712402
	Iteration 78Q: 3 clusters Score -4624092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4624110.000000 Penalty: 5129.712402
	Iteration 79Q: 3 clusters Score -4624110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4624110.500000 Penalty: 5129.712402
	Iteration 80F: 3 clusters Score -4624110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -4624118.000000 Penalty: 5129.712402
	Iteration 81Q: 3 clusters Score -4624118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4624135.500000 Penalty: 5129.712402
	Iteration 82Q: 3 clusters Score -4624136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4624136.500000 Penalty: 5129.712402
	Iteration 83Q: 3 clusters Score -4624136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4624136.000000 Penalty: 5129.712402
	Iteration 84Q: 3 clusters Score -4624136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -4624138.500000 Penalty: 5129.712402
	Iteration 85Q: 3 clusters Score -4624138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4624141.000000 Penalty: 5129.712402
	Iteration 86Q: 3 clusters Score -4624141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4624150.500000 Penalty: 5129.712402
	Iteration 87Q: 3 clusters Score -4624150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -4624160.000000 Penalty: 5129.712402
	Iteration 88Q: 3 clusters Score -4624160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -4624168.500000 Penalty: 5129.712402
	Iteration 89Q: 3 clusters Score -4624168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4624178.000000 Penalty: 5129.712402
	Iteration 90Q: 3 clusters Score -4624178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -4624176.000000 Penalty: 5129.712402
	Iteration 91Q: 3 clusters Score -4624176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4624193.000000 Penalty: 5129.712402
	Iteration 92Q: 3 clusters Score -4624193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4624201.500000 Penalty: 5129.712402
	Iteration 93Q: 3 clusters Score -4624202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4624216.000000 Penalty: 5129.712402
	Iteration 94Q: 3 clusters Score -4624216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4624224.000000 Penalty: 5129.712402
	Iteration 95Q: 3 clusters Score -4624224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4624233.000000 Penalty: 5129.712402
	Iteration 96Q: 3 clusters Score -4624233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4624237.500000 Penalty: 5129.712402
	Iteration 97Q: 3 clusters Score -4624238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4624243.500000 Penalty: 5129.712402
	Iteration 98Q: 3 clusters Score -4624244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4624244.000000 Penalty: 5129.712402
	Iteration 99Q: 3 clusters Score -4624244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4624248.500000 Penalty: 5129.712402
	Iteration 100F: 3 clusters Score -4624248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -4624247.000000 Penalty: 5129.712402
	Iteration 101Q: 3 clusters Score -4624247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4624249.500000 Penalty: 5129.712402
	Iteration 102Q: 3 clusters Score -4624250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4624250.000000 Penalty: 5129.712402
	Iteration 103Q: 3 clusters Score -4624250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -4624251.500000 Penalty: 5129.712402
	Iteration 104Q: 3 clusters Score -4624252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4624252.500000 Penalty: 5129.712402
	Iteration 105Q: 3 clusters Score -4624252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -4624248.500000 Penalty: 5129.712402
	Iteration 106Q: 3 clusters Score -4624248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4624252.000000 Penalty: 5129.712402
	Iteration 107Q: 3 clusters Score -4624252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4624248.000000 Penalty: 5129.712402
	Iteration 108Q: 3 clusters Score -4624248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -4624248.000000 Penalty: 5129.712402
	Iteration 109F: 3 clusters Score -4624248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -212047.546875 Penalty: 1808.499634
	Iteration 0F: 2 clusters Score -212047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209758.656250 Penalty: 3616.999268
	Iteration 0F: 3 clusters Score -209758.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -210106.812500 Penalty: 3616.999268
	Iteration 1F: 3 clusters Score -210106.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -210228.765625 Penalty: 3616.999268
	Iteration 2F: 3 clusters Score -210228.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210283.031250 Penalty: 3616.999268
	Iteration 3Q: 3 clusters Score -210283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210326.265625 Penalty: 3616.999268
	Iteration 4Q: 3 clusters Score -210326.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -210355.062500 Penalty: 3616.999268
	Iteration 5Q: 3 clusters Score -210355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -210372.656250 Penalty: 3616.999268
	Iteration 6Q: 3 clusters Score -210372.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -210386.687500 Penalty: 3616.999268
	Iteration 7Q: 3 clusters Score -210386.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -210397.187500 Penalty: 3616.999268
	Iteration 8Q: 3 clusters Score -210397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -210403.234375 Penalty: 3616.999268
	Iteration 9Q: 3 clusters Score -210403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -210406.046875 Penalty: 3616.999268
	Iteration 10Q: 3 clusters Score -210406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -210408.484375 Penalty: 3616.999268
	Iteration 11Q: 3 clusters Score -210408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -210414.609375 Penalty: 3616.999268
	Iteration 12Q: 3 clusters Score -210414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -210420.046875 Penalty: 3616.999268
	Iteration 13Q: 3 clusters Score -210420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -210422.265625 Penalty: 3616.999268
	Iteration 14Q: 3 clusters Score -210422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -210422.484375 Penalty: 3616.999268
	Iteration 15Q: 3 clusters Score -210422.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -210425.125000 Penalty: 3616.999268
	Iteration 16Q: 3 clusters Score -210425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -210428.671875 Penalty: 3616.999268
	Iteration 17Q: 3 clusters Score -210428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210431.015625 Penalty: 3616.999268
	Iteration 18Q: 3 clusters Score -210431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -210432.296875 Penalty: 3616.999268
	Iteration 19Q: 3 clusters Score -210432.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -210438.609375 Penalty: 3616.999268
	Iteration 20F: 3 clusters Score -210438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -210446.093750 Penalty: 3616.999268
	Iteration 21Q: 3 clusters Score -210446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -210453.421875 Penalty: 3616.999268
	Iteration 22Q: 3 clusters Score -210453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -210456.609375 Penalty: 3616.999268
	Iteration 23Q: 3 clusters Score -210456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210460.359375 Penalty: 3616.999268
	Iteration 24Q: 3 clusters Score -210460.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -210468.968750 Penalty: 3616.999268
	Iteration 25Q: 3 clusters Score -210469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210473.390625 Penalty: 3616.999268
	Iteration 26Q: 3 clusters Score -210473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -210476.500000 Penalty: 3616.999268
	Iteration 27Q: 3 clusters Score -210476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -210478.578125 Penalty: 3616.999268
	Iteration 28Q: 3 clusters Score -210478.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -210479.171875 Penalty: 3616.999268
	Iteration 29Q: 3 clusters Score -210479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -210480.781250 Penalty: 3616.999268
	Iteration 30Q: 3 clusters Score -210480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -210482.250000 Penalty: 3616.999268
	Iteration 31Q: 3 clusters Score -210482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -210483.015625 Penalty: 3616.999268
	Iteration 32Q: 3 clusters Score -210483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -210483.015625 Penalty: 3616.999268
	Iteration 33F: 3 clusters Score -210483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -1777852.500000 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -1777852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1769003.125000 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -1769003 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1771623.125000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -1771623 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1771951.625000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -1771952 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1772162.500000 Penalty: 4654.192871
	Iteration 3Q: 3 clusters Score -1772162 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1772314.750000 Penalty: 4654.192871
	Iteration 4Q: 3 clusters Score -1772315 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1772460.750000 Penalty: 4654.192871
	Iteration 5Q: 3 clusters Score -1772461 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1772632.125000 Penalty: 4654.192871
	Iteration 6Q: 3 clusters Score -1772632 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1772806.125000 Penalty: 4654.192871
	Iteration 7Q: 3 clusters Score -1772806 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1772998.000000 Penalty: 4654.192871
	Iteration 8Q: 3 clusters Score -1772998 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1773226.875000 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -1773227 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1773495.250000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -1773495 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1773824.750000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -1773825 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1774163.125000 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -1774163 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1774498.000000 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -1774498 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1774767.500000 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -1774768 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1774943.250000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -1774943 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1775075.375000 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -1775075 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1775156.750000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -1775157 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1775215.875000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -1775216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1775281.250000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -1775281 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1775342.500000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -1775342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1775409.125000 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -1775409 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1775463.875000 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -1775464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1775504.250000 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -1775504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1775548.000000 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -1775548 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1775580.125000 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -1775580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1775609.250000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -1775609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1775642.000000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -1775642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1775666.500000 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -1775666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1775689.000000 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -1775689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1775702.625000 Penalty: 4654.192871
	Iteration 30Q: 3 clusters Score -1775703 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1775715.375000 Penalty: 4654.192871
	Iteration 31Q: 3 clusters Score -1775715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1775718.750000 Penalty: 4654.192871
	Iteration 32Q: 3 clusters Score -1775719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1775723.875000 Penalty: 4654.192871
	Iteration 33Q: 3 clusters Score -1775724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1775728.500000 Penalty: 4654.192871
	Iteration 34Q: 3 clusters Score -1775728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1775734.625000 Penalty: 4654.192871
	Iteration 35Q: 3 clusters Score -1775735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1775742.250000 Penalty: 4654.192871
	Iteration 36Q: 3 clusters Score -1775742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1775749.875000 Penalty: 4654.192871
	Iteration 37Q: 3 clusters Score -1775750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1775758.875000 Penalty: 4654.192871
	Iteration 38Q: 3 clusters Score -1775759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1775759.250000 Penalty: 4654.192871
	Iteration 39Q: 3 clusters Score -1775759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1775761.375000 Penalty: 4654.192871
	Iteration 40F: 3 clusters Score -1775761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1775769.375000 Penalty: 4654.192871
	Iteration 41Q: 3 clusters Score -1775769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1775777.250000 Penalty: 4654.192871
	Iteration 42Q: 3 clusters Score -1775777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1775782.375000 Penalty: 4654.192871
	Iteration 43Q: 3 clusters Score -1775782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1775796.000000 Penalty: 4654.192871
	Iteration 44Q: 3 clusters Score -1775796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1775806.125000 Penalty: 4654.192871
	Iteration 45Q: 3 clusters Score -1775806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1775827.000000 Penalty: 4654.192871
	Iteration 46Q: 3 clusters Score -1775827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1775847.750000 Penalty: 4654.192871
	Iteration 47Q: 3 clusters Score -1775848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1775863.875000 Penalty: 4654.192871
	Iteration 48Q: 3 clusters Score -1775864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1775882.125000 Penalty: 4654.192871
	Iteration 49Q: 3 clusters Score -1775882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1775900.250000 Penalty: 4654.192871
	Iteration 50Q: 3 clusters Score -1775900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1775915.250000 Penalty: 4654.192871
	Iteration 51Q: 3 clusters Score -1775915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1775929.875000 Penalty: 4654.192871
	Iteration 52Q: 3 clusters Score -1775930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1775938.625000 Penalty: 4654.192871
	Iteration 53Q: 3 clusters Score -1775939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1775947.875000 Penalty: 4654.192871
	Iteration 54Q: 3 clusters Score -1775948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1775961.500000 Penalty: 4654.192871
	Iteration 55Q: 3 clusters Score -1775962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1775966.375000 Penalty: 4654.192871
	Iteration 56Q: 3 clusters Score -1775966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1775975.875000 Penalty: 4654.192871
	Iteration 57Q: 3 clusters Score -1775976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1775982.750000 Penalty: 4654.192871
	Iteration 58Q: 3 clusters Score -1775983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1775992.750000 Penalty: 4654.192871
	Iteration 59Q: 3 clusters Score -1775993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1776007.250000 Penalty: 4654.192871
	Iteration 60F: 3 clusters Score -1776007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1776006.750000 Penalty: 4654.192871
	Iteration 61Q: 3 clusters Score -1776007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1776009.125000 Penalty: 4654.192871
	Iteration 62Q: 3 clusters Score -1776009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1776007.875000 Penalty: 4654.192871
	Iteration 63Q: 3 clusters Score -1776008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1776009.625000 Penalty: 4654.192871
	Iteration 64Q: 3 clusters Score -1776010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1776008.375000 Penalty: 4654.192871
	Iteration 65Q: 3 clusters Score -1776008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1776008.000000 Penalty: 4654.192871
	Iteration 66Q: 3 clusters Score -1776008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1776008.000000 Penalty: 4654.192871
	Iteration 67F: 3 clusters Score -1776008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -19732.800781 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -19732.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19035.902344 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -19035.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19324.753906 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -19324.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19423.246094 Penalty: 2625.479248
	Iteration 2F: 3 clusters Score -19423.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19499.488281 Penalty: 2625.479248
	Iteration 3F: 3 clusters Score -19499.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19523.058594 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -19523.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19527.597656 Penalty: 2625.479248
	Iteration 5Q: 3 clusters Score -19527.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19576.279297 Penalty: 2625.479248
	Iteration 6Q: 3 clusters Score -19576.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19576.279297 Penalty: 2625.479248
	Iteration 7F: 3 clusters Score -19576.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -445543.000000 Penalty: 1983.670532
	Iteration 0F: 2 clusters Score -445543 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 1453 members 
Entering Unmasked Estep 
Score: -442259.812500 Penalty: 3967.341064
	Iteration 0F: 3 clusters Score -442259.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -442913.406250 Penalty: 3967.341064
	Iteration 1F: 3 clusters Score -442913.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -443056.187500 Penalty: 3967.341064
	Iteration 2F: 3 clusters Score -443056.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -443149.218750 Penalty: 3967.341064
	Iteration 3Q: 3 clusters Score -443149.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -443225.031250 Penalty: 3967.341064
	Iteration 4Q: 3 clusters Score -443225 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -443281.875000 Penalty: 3967.341064
	Iteration 5Q: 3 clusters Score -443281.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -443328.843750 Penalty: 3967.341064
	Iteration 6Q: 3 clusters Score -443328.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -443369.312500 Penalty: 3967.341064
	Iteration 7Q: 3 clusters Score -443369.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -443407.875000 Penalty: 3967.341064
	Iteration 8Q: 3 clusters Score -443407.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -443450.406250 Penalty: 3967.341064
	Iteration 9Q: 3 clusters Score -443450.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -443483.218750 Penalty: 3967.341064
	Iteration 10Q: 3 clusters Score -443483.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -443513.125000 Penalty: 3967.341064
	Iteration 11Q: 3 clusters Score -443513.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -443549.000000 Penalty: 3967.341064
	Iteration 12Q: 3 clusters Score -443549 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -443582.062500 Penalty: 3967.341064
	Iteration 13Q: 3 clusters Score -443582.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -443603.531250 Penalty: 3967.341064
	Iteration 14Q: 3 clusters Score -443603.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -443621.718750 Penalty: 3967.341064
	Iteration 15Q: 3 clusters Score -443621.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -443637.468750 Penalty: 3967.341064
	Iteration 16Q: 3 clusters Score -443637.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -443655.781250 Penalty: 3967.341064
	Iteration 17Q: 3 clusters Score -443655.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -443672.218750 Penalty: 3967.341064
	Iteration 18Q: 3 clusters Score -443672.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -443687.750000 Penalty: 3967.341064
	Iteration 19Q: 3 clusters Score -443687.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -443702.093750 Penalty: 3967.341064
	Iteration 20F: 3 clusters Score -443702.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -443710.281250 Penalty: 3967.341064
	Iteration 21Q: 3 clusters Score -443710.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -443719.125000 Penalty: 3967.341064
	Iteration 22Q: 3 clusters Score -443719.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -443729.062500 Penalty: 3967.341064
	Iteration 23Q: 3 clusters Score -443729.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443739.062500 Penalty: 3967.341064
	Iteration 24Q: 3 clusters Score -443739.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -443752.812500 Penalty: 3967.341064
	Iteration 25Q: 3 clusters Score -443752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -443765.843750 Penalty: 3967.341064
	Iteration 26Q: 3 clusters Score -443765.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -443777.125000 Penalty: 3967.341064
	Iteration 27Q: 3 clusters Score -443777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -443786.812500 Penalty: 3967.341064
	Iteration 28Q: 3 clusters Score -443786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -443794.843750 Penalty: 3967.341064
	Iteration 29Q: 3 clusters Score -443794.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -443801.187500 Penalty: 3967.341064
	Iteration 30Q: 3 clusters Score -443801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -443806.187500 Penalty: 3967.341064
	Iteration 31Q: 3 clusters Score -443806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -443815.312500 Penalty: 3967.341064
	Iteration 32Q: 3 clusters Score -443815.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -443820.968750 Penalty: 3967.341064
	Iteration 33Q: 3 clusters Score -443821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -443824.062500 Penalty: 3967.341064
	Iteration 34Q: 3 clusters Score -443824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -443824.281250 Penalty: 3967.341064
	Iteration 35Q: 3 clusters Score -443824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -443824.281250 Penalty: 3967.341064
	Iteration 36F: 3 clusters Score -443824.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (11590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Entering Unmasked Estep 
Score: -1636598.750000 Penalty: 2320.758545
	Iteration 0F: 2 clusters Score -1636599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1627881.625000 Penalty: 4641.517090
	Iteration 0F: 3 clusters Score -1627882 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1630658.500000 Penalty: 4641.517090
	Iteration 1F: 3 clusters Score -1630658 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1631056.500000 Penalty: 4641.517090
	Iteration 2F: 3 clusters Score -1631056 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1631430.000000 Penalty: 4641.517090
	Iteration 3F: 3 clusters Score -1631430 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1631784.500000 Penalty: 4641.517090
	Iteration 4F: 3 clusters Score -1631784 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1632175.125000 Penalty: 4641.517090
	Iteration 5F: 3 clusters Score -1632175 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1632675.875000 Penalty: 4641.517090
	Iteration 6F: 3 clusters Score -1632676 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1633238.125000 Penalty: 4641.517090
	Iteration 7F: 3 clusters Score -1633238 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1633759.250000 Penalty: 4641.517090
	Iteration 8F: 3 clusters Score -1633759 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1634119.125000 Penalty: 4641.517090
	Iteration 9Q: 3 clusters Score -1634119 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1634342.875000 Penalty: 4641.517090
	Iteration 10Q: 3 clusters Score -1634343 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1634501.000000 Penalty: 4641.517090
	Iteration 11Q: 3 clusters Score -1634501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1634628.500000 Penalty: 4641.517090
	Iteration 12Q: 3 clusters Score -1634628 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1634722.500000 Penalty: 4641.517090
	Iteration 13Q: 3 clusters Score -1634722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1634796.500000 Penalty: 4641.517090
	Iteration 14Q: 3 clusters Score -1634796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1634866.500000 Penalty: 4641.517090
	Iteration 15Q: 3 clusters Score -1634866 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1634925.000000 Penalty: 4641.517090
	Iteration 16Q: 3 clusters Score -1634925 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1634969.625000 Penalty: 4641.517090
	Iteration 17Q: 3 clusters Score -1634970 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1635016.000000 Penalty: 4641.517090
	Iteration 18Q: 3 clusters Score -1635016 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1635065.750000 Penalty: 4641.517090
	Iteration 19Q: 3 clusters Score -1635066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1635101.250000 Penalty: 4641.517090
	Iteration 20F: 3 clusters Score -1635101 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1635146.375000 Penalty: 4641.517090
	Iteration 21Q: 3 clusters Score -1635146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1635179.375000 Penalty: 4641.517090
	Iteration 22Q: 3 clusters Score -1635179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1635215.250000 Penalty: 4641.517090
	Iteration 23Q: 3 clusters Score -1635215 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1635244.250000 Penalty: 4641.517090
	Iteration 24Q: 3 clusters Score -1635244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1635270.500000 Penalty: 4641.517090
	Iteration 25Q: 3 clusters Score -1635270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1635300.000000 Penalty: 4641.517090
	Iteration 26Q: 3 clusters Score -1635300 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1635322.125000 Penalty: 4641.517090
	Iteration 27Q: 3 clusters Score -1635322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1635349.000000 Penalty: 4641.517090
	Iteration 28Q: 3 clusters Score -1635349 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1635361.500000 Penalty: 4641.517090
	Iteration 29Q: 3 clusters Score -1635362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1635363.625000 Penalty: 4641.517090
	Iteration 30Q: 3 clusters Score -1635364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1635369.125000 Penalty: 4641.517090
	Iteration 31Q: 3 clusters Score -1635369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1635376.375000 Penalty: 4641.517090
	Iteration 32Q: 3 clusters Score -1635376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1635384.000000 Penalty: 4641.517090
	Iteration 33Q: 3 clusters Score -1635384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1635389.125000 Penalty: 4641.517090
	Iteration 34Q: 3 clusters Score -1635389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1635396.500000 Penalty: 4641.517090
	Iteration 35Q: 3 clusters Score -1635396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1635398.875000 Penalty: 4641.517090
	Iteration 36Q: 3 clusters Score -1635399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1635405.500000 Penalty: 4641.517090
	Iteration 37Q: 3 clusters Score -1635406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1635407.500000 Penalty: 4641.517090
	Iteration 38Q: 3 clusters Score -1635408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1635413.375000 Penalty: 4641.517090
	Iteration 39Q: 3 clusters Score -1635413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1635414.750000 Penalty: 4641.517090
	Iteration 40F: 3 clusters Score -1635415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1635416.250000 Penalty: 4641.517090
	Iteration 41Q: 3 clusters Score -1635416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1635422.750000 Penalty: 4641.517090
	Iteration 42Q: 3 clusters Score -1635423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1635434.250000 Penalty: 4641.517090
	Iteration 43Q: 3 clusters Score -1635434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1635442.375000 Penalty: 4641.517090
	Iteration 44Q: 3 clusters Score -1635442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1635452.000000 Penalty: 4641.517090
	Iteration 45Q: 3 clusters Score -1635452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1635458.500000 Penalty: 4641.517090
	Iteration 46Q: 3 clusters Score -1635458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1635465.625000 Penalty: 4641.517090
	Iteration 47Q: 3 clusters Score -1635466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1635471.000000 Penalty: 4641.517090
	Iteration 48Q: 3 clusters Score -1635471 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1635484.500000 Penalty: 4641.517090
	Iteration 49Q: 3 clusters Score -1635484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1635486.000000 Penalty: 4641.517090
	Iteration 50Q: 3 clusters Score -1635486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1635494.250000 Penalty: 4641.517090
	Iteration 51Q: 3 clusters Score -1635494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1635498.750000 Penalty: 4641.517090
	Iteration 52Q: 3 clusters Score -1635499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1635497.625000 Penalty: 4641.517090
	Iteration 53Q: 3 clusters Score -1635498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1635504.375000 Penalty: 4641.517090
	Iteration 54Q: 3 clusters Score -1635504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1635501.375000 Penalty: 4641.517090
	Iteration 55Q: 3 clusters Score -1635501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1635498.375000 Penalty: 4641.517090
	Iteration 56Q: 3 clusters Score -1635498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1635504.625000 Penalty: 4641.517090
	Iteration 57Q: 3 clusters Score -1635505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1635504.125000 Penalty: 4641.517090
	Iteration 58Q: 3 clusters Score -1635504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1635509.625000 Penalty: 4641.517090
	Iteration 59Q: 3 clusters Score -1635510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1635508.500000 Penalty: 4641.517090
	Iteration 60F: 3 clusters Score -1635508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1635510.000000 Penalty: 4641.517090
	Iteration 61Q: 3 clusters Score -1635510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1635507.375000 Penalty: 4641.517090
	Iteration 62Q: 3 clusters Score -1635507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1635506.375000 Penalty: 4641.517090
	Iteration 63Q: 3 clusters Score -1635506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1635510.250000 Penalty: 4641.517090
	Iteration 64Q: 3 clusters Score -1635510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1635509.500000 Penalty: 4641.517090
	Iteration 65Q: 3 clusters Score -1635510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1635510.625000 Penalty: 4641.517090
	Iteration 66Q: 3 clusters Score -1635511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1635507.875000 Penalty: 4641.517090
	Iteration 67Q: 3 clusters Score -1635508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1635507.875000 Penalty: 4641.517090
	Iteration 68Q: 3 clusters Score -1635508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1635511.125000 Penalty: 4641.517090
	Iteration 69Q: 3 clusters Score -1635511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1635511.500000 Penalty: 4641.517090
	Iteration 70Q: 3 clusters Score -1635512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1635508.000000 Penalty: 4641.517090
	Iteration 71Q: 3 clusters Score -1635508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1635508.125000 Penalty: 4641.517090
	Iteration 72Q: 3 clusters Score -1635508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1635509.750000 Penalty: 4641.517090
	Iteration 73Q: 3 clusters Score -1635510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1635509.375000 Penalty: 4641.517090
	Iteration 74Q: 3 clusters Score -1635509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1635509.375000 Penalty: 4641.517090
	Iteration 75F: 3 clusters Score -1635509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (18395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Entering Unmasked Estep 
Score: -2556464.500000 Penalty: 2435.318848
	Iteration 0F: 2 clusters Score -2556464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2543413.500000 Penalty: 4870.637695
	Iteration 0F: 3 clusters Score -2543414 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2548076.000000 Penalty: 4870.637695
	Iteration 1F: 3 clusters Score -2548076 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2549010.750000 Penalty: 4870.637695
	Iteration 2F: 3 clusters Score -2549011 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2549986.500000 Penalty: 4870.637695
	Iteration 3F: 3 clusters Score -2549986 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2550892.000000 Penalty: 4870.637695
	Iteration 4F: 3 clusters Score -2550892 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2551607.000000 Penalty: 4870.637695
	Iteration 5F: 3 clusters Score -2551607 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -2552106.750000 Penalty: 4870.637695
	Iteration 6F: 3 clusters Score -2552107 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2552449.000000 Penalty: 4870.637695
	Iteration 7Q: 3 clusters Score -2552449 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2552725.000000 Penalty: 4870.637695
	Iteration 8Q: 3 clusters Score -2552725 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2552898.000000 Penalty: 4870.637695
	Iteration 9Q: 3 clusters Score -2552898 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2552986.750000 Penalty: 4870.637695
	Iteration 10Q: 3 clusters Score -2552987 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2553090.250000 Penalty: 4870.637695
	Iteration 11Q: 3 clusters Score -2553090 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2553146.750000 Penalty: 4870.637695
	Iteration 12Q: 3 clusters Score -2553147 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2553178.250000 Penalty: 4870.637695
	Iteration 13Q: 3 clusters Score -2553178 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2553219.500000 Penalty: 4870.637695
	Iteration 14Q: 3 clusters Score -2553220 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2553247.250000 Penalty: 4870.637695
	Iteration 15Q: 3 clusters Score -2553247 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2553273.000000 Penalty: 4870.637695
	Iteration 16Q: 3 clusters Score -2553273 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2553298.500000 Penalty: 4870.637695
	Iteration 17Q: 3 clusters Score -2553298 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2553319.750000 Penalty: 4870.637695
	Iteration 18Q: 3 clusters Score -2553320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2553348.000000 Penalty: 4870.637695
	Iteration 19Q: 3 clusters Score -2553348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2553390.500000 Penalty: 4870.637695
	Iteration 20F: 3 clusters Score -2553390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2553430.250000 Penalty: 4870.637695
	Iteration 21Q: 3 clusters Score -2553430 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2553477.000000 Penalty: 4870.637695
	Iteration 22Q: 3 clusters Score -2553477 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2553525.000000 Penalty: 4870.637695
	Iteration 23Q: 3 clusters Score -2553525 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -2553579.500000 Penalty: 4870.637695
	Iteration 24Q: 3 clusters Score -2553580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2553624.250000 Penalty: 4870.637695
	Iteration 25Q: 3 clusters Score -2553624 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2553685.750000 Penalty: 4870.637695
	Iteration 26Q: 3 clusters Score -2553686 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2553738.000000 Penalty: 4870.637695
	Iteration 27Q: 3 clusters Score -2553738 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2553812.000000 Penalty: 4870.637695
	Iteration 28Q: 3 clusters Score -2553812 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2553893.250000 Penalty: 4870.637695
	Iteration 29Q: 3 clusters Score -2553893 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2553967.000000 Penalty: 4870.637695
	Iteration 30Q: 3 clusters Score -2553967 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2554037.250000 Penalty: 4870.637695
	Iteration 31Q: 3 clusters Score -2554037 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2554102.250000 Penalty: 4870.637695
	Iteration 32Q: 3 clusters Score -2554102 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2554179.500000 Penalty: 4870.637695
	Iteration 33Q: 3 clusters Score -2554180 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2554240.500000 Penalty: 4870.637695
	Iteration 34Q: 3 clusters Score -2554240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2554314.750000 Penalty: 4870.637695
	Iteration 35Q: 3 clusters Score -2554315 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2554376.250000 Penalty: 4870.637695
	Iteration 36Q: 3 clusters Score -2554376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2554421.500000 Penalty: 4870.637695
	Iteration 37Q: 3 clusters Score -2554422 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2554487.750000 Penalty: 4870.637695
	Iteration 38Q: 3 clusters Score -2554488 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2554543.750000 Penalty: 4870.637695
	Iteration 39Q: 3 clusters Score -2554544 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2554607.750000 Penalty: 4870.637695
	Iteration 40F: 3 clusters Score -2554608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2554668.750000 Penalty: 4870.637695
	Iteration 41Q: 3 clusters Score -2554669 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2554722.500000 Penalty: 4870.637695
	Iteration 42Q: 3 clusters Score -2554722 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2554798.250000 Penalty: 4870.637695
	Iteration 43Q: 3 clusters Score -2554798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2554879.500000 Penalty: 4870.637695
	Iteration 44Q: 3 clusters Score -2554880 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2554965.000000 Penalty: 4870.637695
	Iteration 45Q: 3 clusters Score -2554965 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2555057.750000 Penalty: 4870.637695
	Iteration 46Q: 3 clusters Score -2555058 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2555167.750000 Penalty: 4870.637695
	Iteration 47Q: 3 clusters Score -2555168 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2555244.000000 Penalty: 4870.637695
	Iteration 48Q: 3 clusters Score -2555244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2555315.000000 Penalty: 4870.637695
	Iteration 49Q: 3 clusters Score -2555315 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2555385.500000 Penalty: 4870.637695
	Iteration 50Q: 3 clusters Score -2555386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2555416.500000 Penalty: 4870.637695
	Iteration 51Q: 3 clusters Score -2555416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2555444.250000 Penalty: 4870.637695
	Iteration 52Q: 3 clusters Score -2555444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2555458.000000 Penalty: 4870.637695
	Iteration 53Q: 3 clusters Score -2555458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2555470.500000 Penalty: 4870.637695
	Iteration 54Q: 3 clusters Score -2555470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2555478.500000 Penalty: 4870.637695
	Iteration 55Q: 3 clusters Score -2555478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2555484.500000 Penalty: 4870.637695
	Iteration 56Q: 3 clusters Score -2555484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2555487.250000 Penalty: 4870.637695
	Iteration 57Q: 3 clusters Score -2555487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2555489.250000 Penalty: 4870.637695
	Iteration 58Q: 3 clusters Score -2555489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2555491.250000 Penalty: 4870.637695
	Iteration 59Q: 3 clusters Score -2555491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2555487.500000 Penalty: 4870.637695
	Iteration 60F: 3 clusters Score -2555488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2555492.000000 Penalty: 4870.637695
	Iteration 61Q: 3 clusters Score -2555492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2555495.500000 Penalty: 4870.637695
	Iteration 62Q: 3 clusters Score -2555496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2555493.000000 Penalty: 4870.637695
	Iteration 63Q: 3 clusters Score -2555493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2555495.750000 Penalty: 4870.637695
	Iteration 64Q: 3 clusters Score -2555496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2555495.500000 Penalty: 4870.637695
	Iteration 65Q: 3 clusters Score -2555496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2555502.250000 Penalty: 4870.637695
	Iteration 66Q: 3 clusters Score -2555502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2555501.500000 Penalty: 4870.637695
	Iteration 67Q: 3 clusters Score -2555502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2555498.500000 Penalty: 4870.637695
	Iteration 68Q: 3 clusters Score -2555498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2555502.500000 Penalty: 4870.637695
	Iteration 69Q: 3 clusters Score -2555502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2555501.250000 Penalty: 4870.637695
	Iteration 70Q: 3 clusters Score -2555501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2555501.250000 Penalty: 4870.637695
	Iteration 71F: 3 clusters Score -2555501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -218612.203125 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -218612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -216284.234375 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -216284.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -216771.156250 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -216771.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -216983.343750 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -216983.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217115.171875 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -217115.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217223.406250 Penalty: 3641.697266
	Iteration 4Q: 3 clusters Score -217223.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -217306.296875 Penalty: 3641.697266
	Iteration 5Q: 3 clusters Score -217306.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -217365.671875 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -217365.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217405.687500 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -217405.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217426.125000 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -217426.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217439.312500 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -217439.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217443.812500 Penalty: 3641.697266
	Iteration 10Q: 3 clusters Score -217443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217444.265625 Penalty: 3641.697266
	Iteration 11Q: 3 clusters Score -217444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217446.203125 Penalty: 3641.697266
	Iteration 12Q: 3 clusters Score -217446.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -217446.203125 Penalty: 3641.697266
	Iteration 13F: 3 clusters Score -217446.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -48217.621094 Penalty: 1481.504761
	Iteration 0F: 2 clusters Score -48217.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46835.820312 Penalty: 2963.009521
	Iteration 0F: 3 clusters Score -46835.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46999.589844 Penalty: 2963.009521
	Iteration 1F: 3 clusters Score -46999.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47062.882812 Penalty: 2963.009521
	Iteration 2F: 3 clusters Score -47062.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -47116.632812 Penalty: 2963.009521
	Iteration 3Q: 3 clusters Score -47116.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47136.230469 Penalty: 2963.009521
	Iteration 4Q: 3 clusters Score -47136.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47141.656250 Penalty: 2963.009521
	Iteration 5Q: 3 clusters Score -47141.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47146.996094 Penalty: 2963.009521
	Iteration 6Q: 3 clusters Score -47147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47146.996094 Penalty: 2963.009521
	Iteration 7F: 3 clusters Score -47147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (13026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Entering Unmasked Estep 
Score: -1930754.500000 Penalty: 2349.726318
	Iteration 0F: 2 clusters Score -1930754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1921136.250000 Penalty: 4699.452637
	Iteration 0F: 3 clusters Score -1921136 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1924143.000000 Penalty: 4699.452637
	Iteration 1F: 3 clusters Score -1924143 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1924591.625000 Penalty: 4699.452637
	Iteration 2F: 3 clusters Score -1924592 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1924960.375000 Penalty: 4699.452637
	Iteration 3F: 3 clusters Score -1924960 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1925266.375000 Penalty: 4699.452637
	Iteration 4F: 3 clusters Score -1925266 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1925519.125000 Penalty: 4699.452637
	Iteration 5Q: 3 clusters Score -1925519 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1925775.375000 Penalty: 4699.452637
	Iteration 6Q: 3 clusters Score -1925775 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1926063.250000 Penalty: 4699.452637
	Iteration 7Q: 3 clusters Score -1926063 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1926321.375000 Penalty: 4699.452637
	Iteration 8Q: 3 clusters Score -1926321 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1926543.375000 Penalty: 4699.452637
	Iteration 9Q: 3 clusters Score -1926543 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1926732.625000 Penalty: 4699.452637
	Iteration 10Q: 3 clusters Score -1926733 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1926896.250000 Penalty: 4699.452637
	Iteration 11Q: 3 clusters Score -1926896 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1927070.625000 Penalty: 4699.452637
	Iteration 12Q: 3 clusters Score -1927071 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1927231.875000 Penalty: 4699.452637
	Iteration 13Q: 3 clusters Score -1927232 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1927391.625000 Penalty: 4699.452637
	Iteration 14Q: 3 clusters Score -1927392 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1927576.125000 Penalty: 4699.452637
	Iteration 15Q: 3 clusters Score -1927576 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1927760.000000 Penalty: 4699.452637
	Iteration 16Q: 3 clusters Score -1927760 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1927926.125000 Penalty: 4699.452637
	Iteration 17Q: 3 clusters Score -1927926 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1928071.750000 Penalty: 4699.452637
	Iteration 18Q: 3 clusters Score -1928072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1928209.375000 Penalty: 4699.452637
	Iteration 19Q: 3 clusters Score -1928209 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1928335.250000 Penalty: 4699.452637
	Iteration 20F: 3 clusters Score -1928335 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1928456.000000 Penalty: 4699.452637
	Iteration 21Q: 3 clusters Score -1928456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1928567.000000 Penalty: 4699.452637
	Iteration 22Q: 3 clusters Score -1928567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1928666.375000 Penalty: 4699.452637
	Iteration 23Q: 3 clusters Score -1928666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1928736.875000 Penalty: 4699.452637
	Iteration 24Q: 3 clusters Score -1928737 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1928796.125000 Penalty: 4699.452637
	Iteration 25Q: 3 clusters Score -1928796 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1928835.250000 Penalty: 4699.452637
	Iteration 26Q: 3 clusters Score -1928835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1928869.750000 Penalty: 4699.452637
	Iteration 27Q: 3 clusters Score -1928870 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1928897.875000 Penalty: 4699.452637
	Iteration 28Q: 3 clusters Score -1928898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1928918.625000 Penalty: 4699.452637
	Iteration 29Q: 3 clusters Score -1928919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1928936.750000 Penalty: 4699.452637
	Iteration 30Q: 3 clusters Score -1928937 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1928953.125000 Penalty: 4699.452637
	Iteration 31Q: 3 clusters Score -1928953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1928968.875000 Penalty: 4699.452637
	Iteration 32Q: 3 clusters Score -1928969 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1928986.375000 Penalty: 4699.452637
	Iteration 33Q: 3 clusters Score -1928986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1928996.000000 Penalty: 4699.452637
	Iteration 34Q: 3 clusters Score -1928996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1929011.500000 Penalty: 4699.452637
	Iteration 35Q: 3 clusters Score -1929012 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1929023.625000 Penalty: 4699.452637
	Iteration 36Q: 3 clusters Score -1929024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1929031.375000 Penalty: 4699.452637
	Iteration 37Q: 3 clusters Score -1929031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1929038.750000 Penalty: 4699.452637
	Iteration 38Q: 3 clusters Score -1929039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1929049.750000 Penalty: 4699.452637
	Iteration 39Q: 3 clusters Score -1929050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1929046.625000 Penalty: 4699.452637
	Iteration 40F: 3 clusters Score -1929047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1929051.500000 Penalty: 4699.452637
	Iteration 41Q: 3 clusters Score -1929052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1929056.375000 Penalty: 4699.452637
	Iteration 42Q: 3 clusters Score -1929056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1929059.500000 Penalty: 4699.452637
	Iteration 43Q: 3 clusters Score -1929060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1929064.750000 Penalty: 4699.452637
	Iteration 44Q: 3 clusters Score -1929065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1929069.625000 Penalty: 4699.452637
	Iteration 45Q: 3 clusters Score -1929070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1929074.250000 Penalty: 4699.452637
	Iteration 46Q: 3 clusters Score -1929074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1929082.125000 Penalty: 4699.452637
	Iteration 47Q: 3 clusters Score -1929082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1929086.375000 Penalty: 4699.452637
	Iteration 48Q: 3 clusters Score -1929086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1929091.750000 Penalty: 4699.452637
	Iteration 49Q: 3 clusters Score -1929092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1929098.875000 Penalty: 4699.452637
	Iteration 50Q: 3 clusters Score -1929099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1929103.375000 Penalty: 4699.452637
	Iteration 51Q: 3 clusters Score -1929103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1929111.125000 Penalty: 4699.452637
	Iteration 52Q: 3 clusters Score -1929111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1929116.000000 Penalty: 4699.452637
	Iteration 53Q: 3 clusters Score -1929116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1929122.000000 Penalty: 4699.452637
	Iteration 54Q: 3 clusters Score -1929122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1929117.250000 Penalty: 4699.452637
	Iteration 55Q: 3 clusters Score -1929117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1929117.250000 Penalty: 4699.452637
	Iteration 56Q: 3 clusters Score -1929117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1929127.000000 Penalty: 4699.452637
	Iteration 57Q: 3 clusters Score -1929127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1929123.625000 Penalty: 4699.452637
	Iteration 58Q: 3 clusters Score -1929124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1929129.625000 Penalty: 4699.452637
	Iteration 59Q: 3 clusters Score -1929130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1929127.875000 Penalty: 4699.452637
	Iteration 60F: 3 clusters Score -1929128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1929139.625000 Penalty: 4699.452637
	Iteration 61Q: 3 clusters Score -1929140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1929139.250000 Penalty: 4699.452637
	Iteration 62Q: 3 clusters Score -1929139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1929138.375000 Penalty: 4699.452637
	Iteration 63Q: 3 clusters Score -1929138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1929142.500000 Penalty: 4699.452637
	Iteration 64Q: 3 clusters Score -1929142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1929143.750000 Penalty: 4699.452637
	Iteration 65Q: 3 clusters Score -1929144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1929147.125000 Penalty: 4699.452637
	Iteration 66Q: 3 clusters Score -1929147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1929147.750000 Penalty: 4699.452637
	Iteration 67Q: 3 clusters Score -1929148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1929146.625000 Penalty: 4699.452637
	Iteration 68Q: 3 clusters Score -1929147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1929146.625000 Penalty: 4699.452637
	Iteration 69Q: 3 clusters Score -1929147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1929151.000000 Penalty: 4699.452637
	Iteration 70Q: 3 clusters Score -1929151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1929155.125000 Penalty: 4699.452637
	Iteration 71Q: 3 clusters Score -1929155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1929154.125000 Penalty: 4699.452637
	Iteration 72Q: 3 clusters Score -1929154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1929158.500000 Penalty: 4699.452637
	Iteration 73Q: 3 clusters Score -1929158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1929153.625000 Penalty: 4699.452637
	Iteration 74Q: 3 clusters Score -1929154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1929154.875000 Penalty: 4699.452637
	Iteration 75Q: 3 clusters Score -1929155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1929155.500000 Penalty: 4699.452637
	Iteration 76Q: 3 clusters Score -1929156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1929159.125000 Penalty: 4699.452637
	Iteration 77Q: 3 clusters Score -1929159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1929161.250000 Penalty: 4699.452637
	Iteration 78Q: 3 clusters Score -1929161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1929160.500000 Penalty: 4699.452637
	Iteration 79Q: 3 clusters Score -1929160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1929167.500000 Penalty: 4699.452637
	Iteration 80F: 3 clusters Score -1929168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1929168.500000 Penalty: 4699.452637
	Iteration 81Q: 3 clusters Score -1929168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1929169.250000 Penalty: 4699.452637
	Iteration 82Q: 3 clusters Score -1929169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1929169.250000 Penalty: 4699.452637
	Iteration 83Q: 3 clusters Score -1929169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1929170.000000 Penalty: 4699.452637
	Iteration 84Q: 3 clusters Score -1929170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1929171.500000 Penalty: 4699.452637
	Iteration 85Q: 3 clusters Score -1929172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1929167.500000 Penalty: 4699.452637
	Iteration 86Q: 3 clusters Score -1929168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1929168.500000 Penalty: 4699.452637
	Iteration 87Q: 3 clusters Score -1929168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1929168.625000 Penalty: 4699.452637
	Iteration 88Q: 3 clusters Score -1929169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1929170.250000 Penalty: 4699.452637
	Iteration 89Q: 3 clusters Score -1929170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1929174.500000 Penalty: 4699.452637
	Iteration 90Q: 3 clusters Score -1929174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1929175.250000 Penalty: 4699.452637
	Iteration 91Q: 3 clusters Score -1929175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1929173.750000 Penalty: 4699.452637
	Iteration 92Q: 3 clusters Score -1929174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1929173.750000 Penalty: 4699.452637
	Iteration 93F: 3 clusters Score -1929174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -875593.562500 Penalty: 2158.716553
	Iteration 0F: 2 clusters Score -875593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -870467.812500 Penalty: 4317.433105
	Iteration 0F: 3 clusters Score -870467.8 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -871748.812500 Penalty: 4317.433105
	Iteration 1F: 3 clusters Score -871748.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -872012.625000 Penalty: 4317.433105
	Iteration 2F: 3 clusters Score -872012.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -872190.437500 Penalty: 4317.433105
	Iteration 3F: 3 clusters Score -872190.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -872313.437500 Penalty: 4317.433105
	Iteration 4Q: 3 clusters Score -872313.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -872410.812500 Penalty: 4317.433105
	Iteration 5Q: 3 clusters Score -872410.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -872512.500000 Penalty: 4317.433105
	Iteration 6Q: 3 clusters Score -872512.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -872622.125000 Penalty: 4317.433105
	Iteration 7Q: 3 clusters Score -872622.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -872738.937500 Penalty: 4317.433105
	Iteration 8Q: 3 clusters Score -872738.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -872872.250000 Penalty: 4317.433105
	Iteration 9Q: 3 clusters Score -872872.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -873017.437500 Penalty: 4317.433105
	Iteration 10Q: 3 clusters Score -873017.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -873162.187500 Penalty: 4317.433105
	Iteration 11Q: 3 clusters Score -873162.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -873295.687500 Penalty: 4317.433105
	Iteration 12Q: 3 clusters Score -873295.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -873446.250000 Penalty: 4317.433105
	Iteration 13Q: 3 clusters Score -873446.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -873568.500000 Penalty: 4317.433105
	Iteration 14Q: 3 clusters Score -873568.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -873657.937500 Penalty: 4317.433105
	Iteration 15Q: 3 clusters Score -873657.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -873716.375000 Penalty: 4317.433105
	Iteration 16Q: 3 clusters Score -873716.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -873755.500000 Penalty: 4317.433105
	Iteration 17Q: 3 clusters Score -873755.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -873785.812500 Penalty: 4317.433105
	Iteration 18Q: 3 clusters Score -873785.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -873805.875000 Penalty: 4317.433105
	Iteration 19Q: 3 clusters Score -873805.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -873823.875000 Penalty: 4317.433105
	Iteration 20F: 3 clusters Score -873823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -873837.750000 Penalty: 4317.433105
	Iteration 21Q: 3 clusters Score -873837.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -873853.000000 Penalty: 4317.433105
	Iteration 22Q: 3 clusters Score -873853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -873858.937500 Penalty: 4317.433105
	Iteration 23Q: 3 clusters Score -873858.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -873865.187500 Penalty: 4317.433105
	Iteration 24Q: 3 clusters Score -873865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -873869.062500 Penalty: 4317.433105
	Iteration 25Q: 3 clusters Score -873869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -873872.437500 Penalty: 4317.433105
	Iteration 26Q: 3 clusters Score -873872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -873878.125000 Penalty: 4317.433105
	Iteration 27Q: 3 clusters Score -873878.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873882.562500 Penalty: 4317.433105
	Iteration 28Q: 3 clusters Score -873882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873884.187500 Penalty: 4317.433105
	Iteration 29Q: 3 clusters Score -873884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -873885.125000 Penalty: 4317.433105
	Iteration 30Q: 3 clusters Score -873885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -873887.250000 Penalty: 4317.433105
	Iteration 31Q: 3 clusters Score -873887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873888.187500 Penalty: 4317.433105
	Iteration 32Q: 3 clusters Score -873888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873889.062500 Penalty: 4317.433105
	Iteration 33Q: 3 clusters Score -873889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -873888.875000 Penalty: 4317.433105
	Iteration 34Q: 3 clusters Score -873888.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -873890.187500 Penalty: 4317.433105
	Iteration 35Q: 3 clusters Score -873890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -873892.062500 Penalty: 4317.433105
	Iteration 36Q: 3 clusters Score -873892.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873892.625000 Penalty: 4317.433105
	Iteration 37Q: 3 clusters Score -873892.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -873892.812500 Penalty: 4317.433105
	Iteration 38Q: 3 clusters Score -873892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -873894.750000 Penalty: 4317.433105
	Iteration 39Q: 3 clusters Score -873894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -873896.562500 Penalty: 4317.433105
	Iteration 40F: 3 clusters Score -873896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -873898.812500 Penalty: 4317.433105
	Iteration 41Q: 3 clusters Score -873898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -873899.062500 Penalty: 4317.433105
	Iteration 42Q: 3 clusters Score -873899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -873899.250000 Penalty: 4317.433105
	Iteration 43Q: 3 clusters Score -873899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -873901.875000 Penalty: 4317.433105
	Iteration 44Q: 3 clusters Score -873901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -873902.562500 Penalty: 4317.433105
	Iteration 45Q: 3 clusters Score -873902.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -873902.562500 Penalty: 4317.433105
	Iteration 46F: 3 clusters Score -873902.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Entering Unmasked Estep 
Score: -1474369.250000 Penalty: 2280.038330
	Iteration 0F: 2 clusters Score -1474369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1466847.500000 Penalty: 4560.076660
	Iteration 0F: 3 clusters Score -1466848 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1469157.125000 Penalty: 4560.076660
	Iteration 1F: 3 clusters Score -1469157 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1469611.375000 Penalty: 4560.076660
	Iteration 2F: 3 clusters Score -1469611 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1470063.500000 Penalty: 4560.076660
	Iteration 3F: 3 clusters Score -1470064 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1470541.125000 Penalty: 4560.076660
	Iteration 4F: 3 clusters Score -1470541 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1471050.250000 Penalty: 4560.076660
	Iteration 5F: 3 clusters Score -1471050 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1471488.375000 Penalty: 4560.076660
	Iteration 6F: 3 clusters Score -1471488 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1471801.500000 Penalty: 4560.076660
	Iteration 7F: 3 clusters Score -1471802 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1471987.000000 Penalty: 4560.076660
	Iteration 8Q: 3 clusters Score -1471987 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1472096.250000 Penalty: 4560.076660
	Iteration 9Q: 3 clusters Score -1472096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1472161.625000 Penalty: 4560.076660
	Iteration 10Q: 3 clusters Score -1472162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1472210.875000 Penalty: 4560.076660
	Iteration 11Q: 3 clusters Score -1472211 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1472235.625000 Penalty: 4560.076660
	Iteration 12Q: 3 clusters Score -1472236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1472251.250000 Penalty: 4560.076660
	Iteration 13Q: 3 clusters Score -1472251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1472265.000000 Penalty: 4560.076660
	Iteration 14Q: 3 clusters Score -1472265 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1472271.250000 Penalty: 4560.076660
	Iteration 15Q: 3 clusters Score -1472271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1472282.625000 Penalty: 4560.076660
	Iteration 16Q: 3 clusters Score -1472283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1472286.750000 Penalty: 4560.076660
	Iteration 17Q: 3 clusters Score -1472287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1472292.875000 Penalty: 4560.076660
	Iteration 18Q: 3 clusters Score -1472293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1472296.125000 Penalty: 4560.076660
	Iteration 19Q: 3 clusters Score -1472296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1472295.375000 Penalty: 4560.076660
	Iteration 20F: 3 clusters Score -1472295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1472297.750000 Penalty: 4560.076660
	Iteration 21Q: 3 clusters Score -1472298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1472297.625000 Penalty: 4560.076660
	Iteration 22Q: 3 clusters Score -1472298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1472297.750000 Penalty: 4560.076660
	Iteration 23Q: 3 clusters Score -1472298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1472299.125000 Penalty: 4560.076660
	Iteration 24Q: 3 clusters Score -1472299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1472299.250000 Penalty: 4560.076660
	Iteration 25Q: 3 clusters Score -1472299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1472298.375000 Penalty: 4560.076660
	Iteration 26Q: 3 clusters Score -1472298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1472299.375000 Penalty: 4560.076660
	Iteration 27Q: 3 clusters Score -1472299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1472304.000000 Penalty: 4560.076660
	Iteration 28Q: 3 clusters Score -1472304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1472308.250000 Penalty: 4560.076660
	Iteration 29Q: 3 clusters Score -1472308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1472310.625000 Penalty: 4560.076660
	Iteration 30Q: 3 clusters Score -1472311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1472314.375000 Penalty: 4560.076660
	Iteration 31Q: 3 clusters Score -1472314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1472316.375000 Penalty: 4560.076660
	Iteration 32Q: 3 clusters Score -1472316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1472317.250000 Penalty: 4560.076660
	Iteration 33Q: 3 clusters Score -1472317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1472323.375000 Penalty: 4560.076660
	Iteration 34Q: 3 clusters Score -1472323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1472320.375000 Penalty: 4560.076660
	Iteration 35Q: 3 clusters Score -1472320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1472320.375000 Penalty: 4560.076660
	Iteration 36F: 3 clusters Score -1472320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -105469.460938 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -105469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103707.000000 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -103707 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104113.562500 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -104113.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104316.093750 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -104316.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -104439.109375 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -104439.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104539.187500 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -104539.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104670.953125 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -104671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -104832.054688 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -104832.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105009.039062 Penalty: 3378.923096
	Iteration 7F: 3 clusters Score -105009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105151.500000 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -105151.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105266.460938 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -105266.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105320.601562 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -105320.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105350.429688 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -105350.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105365.804688 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -105365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105382.062500 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -105382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105387.273438 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -105387.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105389.398438 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -105389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105389.398438 Penalty: 3378.923096
	Iteration 16F: 3 clusters Score -105389.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (7818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Entering Unmasked Estep 
Score: -1032226.562500 Penalty: 2223.117676
	Iteration 0F: 2 clusters Score -1032227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1025913.062500 Penalty: 4446.235352
	Iteration 0F: 3 clusters Score -1025913 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1027850.750000 Penalty: 4446.235352
	Iteration 1F: 3 clusters Score -1027851 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1028354.750000 Penalty: 4446.235352
	Iteration 2F: 3 clusters Score -1028355 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1028729.937500 Penalty: 4446.235352
	Iteration 3F: 3 clusters Score -1028730 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1029019.187500 Penalty: 4446.235352
	Iteration 4F: 3 clusters Score -1029019 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1029239.250000 Penalty: 4446.235352
	Iteration 5Q: 3 clusters Score -1029239 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1029402.750000 Penalty: 4446.235352
	Iteration 6Q: 3 clusters Score -1029403 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1029556.312500 Penalty: 4446.235352
	Iteration 7Q: 3 clusters Score -1029556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1029708.750000 Penalty: 4446.235352
	Iteration 8Q: 3 clusters Score -1029709 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1029836.062500 Penalty: 4446.235352
	Iteration 9Q: 3 clusters Score -1029836 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1029952.937500 Penalty: 4446.235352
	Iteration 10Q: 3 clusters Score -1029953 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1030069.812500 Penalty: 4446.235352
	Iteration 11Q: 3 clusters Score -1030070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1030168.500000 Penalty: 4446.235352
	Iteration 12Q: 3 clusters Score -1030168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1030264.687500 Penalty: 4446.235352
	Iteration 13Q: 3 clusters Score -1030265 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1030325.187500 Penalty: 4446.235352
	Iteration 14Q: 3 clusters Score -1030325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1030373.437500 Penalty: 4446.235352
	Iteration 15Q: 3 clusters Score -1030373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1030407.687500 Penalty: 4446.235352
	Iteration 16Q: 3 clusters Score -1030408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1030435.750000 Penalty: 4446.235352
	Iteration 17Q: 3 clusters Score -1030436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1030461.937500 Penalty: 4446.235352
	Iteration 18Q: 3 clusters Score -1030462 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1030492.187500 Penalty: 4446.235352
	Iteration 19Q: 3 clusters Score -1030492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1030511.125000 Penalty: 4446.235352
	Iteration 20F: 3 clusters Score -1030511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1030530.125000 Penalty: 4446.235352
	Iteration 21Q: 3 clusters Score -1030530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1030547.687500 Penalty: 4446.235352
	Iteration 22Q: 3 clusters Score -1030548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1030559.000000 Penalty: 4446.235352
	Iteration 23Q: 3 clusters Score -1030559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1030569.437500 Penalty: 4446.235352
	Iteration 24Q: 3 clusters Score -1030569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1030574.812500 Penalty: 4446.235352
	Iteration 25Q: 3 clusters Score -1030575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1030580.125000 Penalty: 4446.235352
	Iteration 26Q: 3 clusters Score -1030580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1030583.000000 Penalty: 4446.235352
	Iteration 27Q: 3 clusters Score -1030583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1030584.687500 Penalty: 4446.235352
	Iteration 28Q: 3 clusters Score -1030585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1030589.250000 Penalty: 4446.235352
	Iteration 29Q: 3 clusters Score -1030589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1030590.000000 Penalty: 4446.235352
	Iteration 30Q: 3 clusters Score -1030590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1030596.125000 Penalty: 4446.235352
	Iteration 31Q: 3 clusters Score -1030596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1030597.500000 Penalty: 4446.235352
	Iteration 32Q: 3 clusters Score -1030598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1030604.875000 Penalty: 4446.235352
	Iteration 33Q: 3 clusters Score -1030605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1030615.875000 Penalty: 4446.235352
	Iteration 34Q: 3 clusters Score -1030616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1030621.875000 Penalty: 4446.235352
	Iteration 35Q: 3 clusters Score -1030622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1030628.875000 Penalty: 4446.235352
	Iteration 36Q: 3 clusters Score -1030629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1030632.000000 Penalty: 4446.235352
	Iteration 37Q: 3 clusters Score -1030632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1030636.812500 Penalty: 4446.235352
	Iteration 38Q: 3 clusters Score -1030637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1030642.750000 Penalty: 4446.235352
	Iteration 39Q: 3 clusters Score -1030643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1030646.375000 Penalty: 4446.235352
	Iteration 40F: 3 clusters Score -1030646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1030652.375000 Penalty: 4446.235352
	Iteration 41Q: 3 clusters Score -1030652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1030654.687500 Penalty: 4446.235352
	Iteration 42Q: 3 clusters Score -1030655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1030659.562500 Penalty: 4446.235352
	Iteration 43Q: 3 clusters Score -1030660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1030664.500000 Penalty: 4446.235352
	Iteration 44Q: 3 clusters Score -1030664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1030668.937500 Penalty: 4446.235352
	Iteration 45Q: 3 clusters Score -1030669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1030673.437500 Penalty: 4446.235352
	Iteration 46Q: 3 clusters Score -1030673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1030676.000000 Penalty: 4446.235352
	Iteration 47Q: 3 clusters Score -1030676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1030680.000000 Penalty: 4446.235352
	Iteration 48Q: 3 clusters Score -1030680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1030685.562500 Penalty: 4446.235352
	Iteration 49Q: 3 clusters Score -1030686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1030686.375000 Penalty: 4446.235352
	Iteration 50Q: 3 clusters Score -1030686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1030687.750000 Penalty: 4446.235352
	Iteration 51Q: 3 clusters Score -1030688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1030686.875000 Penalty: 4446.235352
	Iteration 52Q: 3 clusters Score -1030687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1030686.875000 Penalty: 4446.235352
	Iteration 53F: 3 clusters Score -1030687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -88357.843750 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -88357.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86691.906250 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -86691.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86870.796875 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -86870.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -86930.367188 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -86930.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86952.906250 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -86952.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86957.960938 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -86957.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86965.695312 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -86965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86972.335938 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -86972.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86976.023438 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -86976.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86981.593750 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -86981.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86988.968750 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -86988.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86998.390625 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -86998.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -87005.250000 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -87005.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87010.203125 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -87010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87015.164062 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -87015.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87016.484375 Penalty: 3207.207764
	Iteration 14Q: 3 clusters Score -87016.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -87024.812500 Penalty: 3207.207764
	Iteration 15Q: 3 clusters Score -87024.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87029.335938 Penalty: 3207.207764
	Iteration 16Q: 3 clusters Score -87029.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87034.757812 Penalty: 3207.207764
	Iteration 17Q: 3 clusters Score -87034.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87036.968750 Penalty: 3207.207764
	Iteration 18Q: 3 clusters Score -87036.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87038.265625 Penalty: 3207.207764
	Iteration 19Q: 3 clusters Score -87038.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -87039.257812 Penalty: 3207.207764
	Iteration 20F: 3 clusters Score -87039.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Entering Unmasked Estep 
Score: -1345077.375000 Penalty: 2279.280762
	Iteration 0F: 2 clusters Score -1345077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1337546.625000 Penalty: 4558.561523
	Iteration 0F: 3 clusters Score -1337547 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1340259.250000 Penalty: 4558.561523
	Iteration 1F: 3 clusters Score -1340259 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1340890.000000 Penalty: 4558.561523
	Iteration 2F: 3 clusters Score -1340890 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1341395.500000 Penalty: 4558.561523
	Iteration 3F: 3 clusters Score -1341396 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1342001.000000 Penalty: 4558.561523
	Iteration 4F: 3 clusters Score -1342001 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1342621.125000 Penalty: 4558.561523
	Iteration 5F: 3 clusters Score -1342621 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1343122.000000 Penalty: 4558.561523
	Iteration 6F: 3 clusters Score -1343122 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1343562.625000 Penalty: 4558.561523
	Iteration 7F: 3 clusters Score -1343563 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1343850.500000 Penalty: 4558.561523
	Iteration 8Q: 3 clusters Score -1343850 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1344058.375000 Penalty: 4558.561523
	Iteration 9Q: 3 clusters Score -1344058 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1344212.500000 Penalty: 4558.561523
	Iteration 10Q: 3 clusters Score -1344212 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1344341.625000 Penalty: 4558.561523
	Iteration 11Q: 3 clusters Score -1344342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1344435.750000 Penalty: 4558.561523
	Iteration 12Q: 3 clusters Score -1344436 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1344492.875000 Penalty: 4558.561523
	Iteration 13Q: 3 clusters Score -1344493 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1344554.500000 Penalty: 4558.561523
	Iteration 14Q: 3 clusters Score -1344554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1344595.625000 Penalty: 4558.561523
	Iteration 15Q: 3 clusters Score -1344596 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1344625.000000 Penalty: 4558.561523
	Iteration 16Q: 3 clusters Score -1344625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1344636.125000 Penalty: 4558.561523
	Iteration 17Q: 3 clusters Score -1344636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1344644.750000 Penalty: 4558.561523
	Iteration 18Q: 3 clusters Score -1344645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1344648.375000 Penalty: 4558.561523
	Iteration 19Q: 3 clusters Score -1344648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1344649.625000 Penalty: 4558.561523
	Iteration 20F: 3 clusters Score -1344650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1344656.750000 Penalty: 4558.561523
	Iteration 21Q: 3 clusters Score -1344657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1344661.000000 Penalty: 4558.561523
	Iteration 22Q: 3 clusters Score -1344661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1344658.375000 Penalty: 4558.561523
	Iteration 23Q: 3 clusters Score -1344658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1344664.000000 Penalty: 4558.561523
	Iteration 24Q: 3 clusters Score -1344664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1344666.000000 Penalty: 4558.561523
	Iteration 25Q: 3 clusters Score -1344666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1344668.500000 Penalty: 4558.561523
	Iteration 26Q: 3 clusters Score -1344668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1344668.500000 Penalty: 4558.561523
	Iteration 27Q: 3 clusters Score -1344668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1344667.250000 Penalty: 4558.561523
	Iteration 28Q: 3 clusters Score -1344667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1344667.250000 Penalty: 4558.561523
	Iteration 29F: 3 clusters Score -1344667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Entering Unmasked Estep 
Score: -168168.812500 Penalty: 1758.958252
	Iteration 0F: 2 clusters Score -168168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -166090.875000 Penalty: 3517.916504
	Iteration 0F: 3 clusters Score -166090.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -166445.281250 Penalty: 3517.916504
	Iteration 1F: 3 clusters Score -166445.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -166543.468750 Penalty: 3517.916504
	Iteration 2F: 3 clusters Score -166543.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -166603.703125 Penalty: 3517.916504
	Iteration 3Q: 3 clusters Score -166603.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -166642.984375 Penalty: 3517.916504
	Iteration 4Q: 3 clusters Score -166643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166674.781250 Penalty: 3517.916504
	Iteration 5Q: 3 clusters Score -166674.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -166727.296875 Penalty: 3517.916504
	Iteration 6Q: 3 clusters Score -166727.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -166767.765625 Penalty: 3517.916504
	Iteration 7Q: 3 clusters Score -166767.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166814.000000 Penalty: 3517.916504
	Iteration 8Q: 3 clusters Score -166814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166859.234375 Penalty: 3517.916504
	Iteration 9Q: 3 clusters Score -166859.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166925.500000 Penalty: 3517.916504
	Iteration 10Q: 3 clusters Score -166925.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167003.203125 Penalty: 3517.916504
	Iteration 11Q: 3 clusters Score -167003.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -167079.031250 Penalty: 3517.916504
	Iteration 12Q: 3 clusters Score -167079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -167155.296875 Penalty: 3517.916504
	Iteration 13Q: 3 clusters Score -167155.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -167234.703125 Penalty: 3517.916504
	Iteration 14Q: 3 clusters Score -167234.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -167293.125000 Penalty: 3517.916504
	Iteration 15Q: 3 clusters Score -167293.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -167355.125000 Penalty: 3517.916504
	Iteration 16Q: 3 clusters Score -167355.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -167406.406250 Penalty: 3517.916504
	Iteration 17Q: 3 clusters Score -167406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -167426.562500 Penalty: 3517.916504
	Iteration 18Q: 3 clusters Score -167426.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -167437.531250 Penalty: 3517.916504
	Iteration 19Q: 3 clusters Score -167437.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167448.437500 Penalty: 3517.916504
	Iteration 20F: 3 clusters Score -167448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -167461.765625 Penalty: 3517.916504
	Iteration 21Q: 3 clusters Score -167461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -167475.437500 Penalty: 3517.916504
	Iteration 22Q: 3 clusters Score -167475.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -167485.312500 Penalty: 3517.916504
	Iteration 23Q: 3 clusters Score -167485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -167490.703125 Penalty: 3517.916504
	Iteration 24Q: 3 clusters Score -167490.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -167496.078125 Penalty: 3517.916504
	Iteration 25Q: 3 clusters Score -167496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -167500.234375 Penalty: 3517.916504
	Iteration 26Q: 3 clusters Score -167500.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -167509.328125 Penalty: 3517.916504
	Iteration 27Q: 3 clusters Score -167509.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -167514.484375 Penalty: 3517.916504
	Iteration 28Q: 3 clusters Score -167514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -167514.484375 Penalty: 3517.916504
	Iteration 29F: 3 clusters Score -167514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (36894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Entering Unmasked Estep 
Score: -5530137.500000 Penalty: 2607.919434
	Iteration 0F: 2 clusters Score -5530138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5504915.500000 Penalty: 5215.838867
	Iteration 0F: 3 clusters Score -5504916 nChanged 16886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -5514153.500000 Penalty: 5215.838867
	Iteration 1F: 3 clusters Score -5514154 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -5514845.000000 Penalty: 5215.838867
	Iteration 2F: 3 clusters Score -5514845 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5515698.000000 Penalty: 5215.838867
	Iteration 3F: 3 clusters Score -5515698 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -5516857.500000 Penalty: 5215.838867
	Iteration 4F: 3 clusters Score -5516858 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -5518533.000000 Penalty: 5215.838867
	Iteration 5F: 3 clusters Score -5518533 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5520635.000000 Penalty: 5215.838867
	Iteration 6F: 3 clusters Score -5520635 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -5522813.500000 Penalty: 5215.838867
	Iteration 7F: 3 clusters Score -5522814 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -5524785.500000 Penalty: 5215.838867
	Iteration 8F: 3 clusters Score -5524786 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -5526105.000000 Penalty: 5215.838867
	Iteration 9Q: 3 clusters Score -5526105 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5526926.000000 Penalty: 5215.838867
	Iteration 10Q: 3 clusters Score -5526926 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -5527334.000000 Penalty: 5215.838867
	Iteration 11Q: 3 clusters Score -5527334 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -5527555.000000 Penalty: 5215.838867
	Iteration 12Q: 3 clusters Score -5527555 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -5527689.500000 Penalty: 5215.838867
	Iteration 13Q: 3 clusters Score -5527690 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5527782.500000 Penalty: 5215.838867
	Iteration 14Q: 3 clusters Score -5527782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -5527835.500000 Penalty: 5215.838867
	Iteration 15Q: 3 clusters Score -5527836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -5527893.000000 Penalty: 5215.838867
	Iteration 16Q: 3 clusters Score -5527893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5527939.500000 Penalty: 5215.838867
	Iteration 17Q: 3 clusters Score -5527940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5527964.500000 Penalty: 5215.838867
	Iteration 18Q: 3 clusters Score -5527964 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -5527982.500000 Penalty: 5215.838867
	Iteration 19Q: 3 clusters Score -5527982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -5528010.000000 Penalty: 5215.838867
	Iteration 20F: 3 clusters Score -5528010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5528022.000000 Penalty: 5215.838867
	Iteration 21Q: 3 clusters Score -5528022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5528020.000000 Penalty: 5215.838867
	Iteration 22Q: 3 clusters Score -5528020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5528020.500000 Penalty: 5215.838867
	Iteration 23Q: 3 clusters Score -5528020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -5528026.000000 Penalty: 5215.838867
	Iteration 24Q: 3 clusters Score -5528026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5528034.000000 Penalty: 5215.838867
	Iteration 25Q: 3 clusters Score -5528034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5528033.000000 Penalty: 5215.838867
	Iteration 26Q: 3 clusters Score -5528033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -5528033.000000 Penalty: 5215.838867
	Iteration 27F: 3 clusters Score -5528033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -112933.867188 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -112933.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111123.835938 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -111123.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111530.710938 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -111530.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111696.773438 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -111696.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111784.171875 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -111784.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111855.226562 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -111855.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111913.234375 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -111913.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111982.375000 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -111982.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112050.625000 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -112050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112091.875000 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -112091.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112118.757812 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -112118.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112138.195312 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -112138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112149.429688 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -112149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112159.000000 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -112159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112176.367188 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -112176.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112182.406250 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -112182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112189.109375 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -112189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112194.851562 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -112194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112199.671875 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -112199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112202.664062 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -112202.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112203.640625 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -112203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112203.640625 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -112203.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (9222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Entering Unmasked Estep 
Score: -1369000.250000 Penalty: 2264.078125
	Iteration 0F: 2 clusters Score -1369000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1361831.875000 Penalty: 4528.156250
	Iteration 0F: 3 clusters Score -1361832 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1363928.000000 Penalty: 4528.156250
	Iteration 1F: 3 clusters Score -1363928 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1364250.875000 Penalty: 4528.156250
	Iteration 2F: 3 clusters Score -1364251 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1364464.500000 Penalty: 4528.156250
	Iteration 3F: 3 clusters Score -1364464 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1364596.750000 Penalty: 4528.156250
	Iteration 4Q: 3 clusters Score -1364597 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1364695.250000 Penalty: 4528.156250
	Iteration 5Q: 3 clusters Score -1364695 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1364771.875000 Penalty: 4528.156250
	Iteration 6Q: 3 clusters Score -1364772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1364832.625000 Penalty: 4528.156250
	Iteration 7Q: 3 clusters Score -1364833 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1364892.375000 Penalty: 4528.156250
	Iteration 8Q: 3 clusters Score -1364892 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1364945.875000 Penalty: 4528.156250
	Iteration 9Q: 3 clusters Score -1364946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1365001.500000 Penalty: 4528.156250
	Iteration 10Q: 3 clusters Score -1365002 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1365057.250000 Penalty: 4528.156250
	Iteration 11Q: 3 clusters Score -1365057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1365103.125000 Penalty: 4528.156250
	Iteration 12Q: 3 clusters Score -1365103 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1365150.875000 Penalty: 4528.156250
	Iteration 13Q: 3 clusters Score -1365151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1365190.500000 Penalty: 4528.156250
	Iteration 14Q: 3 clusters Score -1365190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1365229.250000 Penalty: 4528.156250
	Iteration 15Q: 3 clusters Score -1365229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1365260.000000 Penalty: 4528.156250
	Iteration 16Q: 3 clusters Score -1365260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1365305.000000 Penalty: 4528.156250
	Iteration 17Q: 3 clusters Score -1365305 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1365350.500000 Penalty: 4528.156250
	Iteration 18Q: 3 clusters Score -1365350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1365391.000000 Penalty: 4528.156250
	Iteration 19Q: 3 clusters Score -1365391 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1365439.000000 Penalty: 4528.156250
	Iteration 20F: 3 clusters Score -1365439 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1365482.000000 Penalty: 4528.156250
	Iteration 21Q: 3 clusters Score -1365482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1365517.500000 Penalty: 4528.156250
	Iteration 22Q: 3 clusters Score -1365518 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1365561.875000 Penalty: 4528.156250
	Iteration 23Q: 3 clusters Score -1365562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1365595.875000 Penalty: 4528.156250
	Iteration 24Q: 3 clusters Score -1365596 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1365641.750000 Penalty: 4528.156250
	Iteration 25Q: 3 clusters Score -1365642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1365678.875000 Penalty: 4528.156250
	Iteration 26Q: 3 clusters Score -1365679 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1365717.375000 Penalty: 4528.156250
	Iteration 27Q: 3 clusters Score -1365717 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1365749.500000 Penalty: 4528.156250
	Iteration 28Q: 3 clusters Score -1365750 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1365785.875000 Penalty: 4528.156250
	Iteration 29Q: 3 clusters Score -1365786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1365816.875000 Penalty: 4528.156250
	Iteration 30Q: 3 clusters Score -1365817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1365850.500000 Penalty: 4528.156250
	Iteration 31Q: 3 clusters Score -1365850 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1365889.875000 Penalty: 4528.156250
	Iteration 32Q: 3 clusters Score -1365890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1365934.125000 Penalty: 4528.156250
	Iteration 33Q: 3 clusters Score -1365934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1365975.625000 Penalty: 4528.156250
	Iteration 34Q: 3 clusters Score -1365976 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1366020.375000 Penalty: 4528.156250
	Iteration 35Q: 3 clusters Score -1366020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1366078.125000 Penalty: 4528.156250
	Iteration 36Q: 3 clusters Score -1366078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1366139.125000 Penalty: 4528.156250
	Iteration 37Q: 3 clusters Score -1366139 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1366183.750000 Penalty: 4528.156250
	Iteration 38Q: 3 clusters Score -1366184 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1366236.375000 Penalty: 4528.156250
	Iteration 39Q: 3 clusters Score -1366236 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1366277.875000 Penalty: 4528.156250
	Iteration 40F: 3 clusters Score -1366278 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1366329.500000 Penalty: 4528.156250
	Iteration 41Q: 3 clusters Score -1366330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1366382.750000 Penalty: 4528.156250
	Iteration 42Q: 3 clusters Score -1366383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1366424.250000 Penalty: 4528.156250
	Iteration 43Q: 3 clusters Score -1366424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1366467.500000 Penalty: 4528.156250
	Iteration 44Q: 3 clusters Score -1366468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1366514.875000 Penalty: 4528.156250
	Iteration 45Q: 3 clusters Score -1366515 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1366560.000000 Penalty: 4528.156250
	Iteration 46Q: 3 clusters Score -1366560 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1366602.250000 Penalty: 4528.156250
	Iteration 47Q: 3 clusters Score -1366602 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1366648.750000 Penalty: 4528.156250
	Iteration 48Q: 3 clusters Score -1366649 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1366687.750000 Penalty: 4528.156250
	Iteration 49Q: 3 clusters Score -1366688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1366728.500000 Penalty: 4528.156250
	Iteration 50Q: 3 clusters Score -1366728 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1366769.625000 Penalty: 4528.156250
	Iteration 51Q: 3 clusters Score -1366770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1366801.250000 Penalty: 4528.156250
	Iteration 52Q: 3 clusters Score -1366801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1366819.875000 Penalty: 4528.156250
	Iteration 53Q: 3 clusters Score -1366820 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1366843.625000 Penalty: 4528.156250
	Iteration 54Q: 3 clusters Score -1366844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1366865.750000 Penalty: 4528.156250
	Iteration 55Q: 3 clusters Score -1366866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1366885.375000 Penalty: 4528.156250
	Iteration 56Q: 3 clusters Score -1366885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1366905.750000 Penalty: 4528.156250
	Iteration 57Q: 3 clusters Score -1366906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1366928.125000 Penalty: 4528.156250
	Iteration 58Q: 3 clusters Score -1366928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1366943.500000 Penalty: 4528.156250
	Iteration 59Q: 3 clusters Score -1366944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1366965.500000 Penalty: 4528.156250
	Iteration 60F: 3 clusters Score -1366966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1366978.500000 Penalty: 4528.156250
	Iteration 61Q: 3 clusters Score -1366978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1366992.875000 Penalty: 4528.156250
	Iteration 62Q: 3 clusters Score -1366993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1366999.250000 Penalty: 4528.156250
	Iteration 63Q: 3 clusters Score -1366999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1367008.250000 Penalty: 4528.156250
	Iteration 64Q: 3 clusters Score -1367008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1367015.875000 Penalty: 4528.156250
	Iteration 65Q: 3 clusters Score -1367016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1367025.750000 Penalty: 4528.156250
	Iteration 66Q: 3 clusters Score -1367026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1367033.375000 Penalty: 4528.156250
	Iteration 67Q: 3 clusters Score -1367033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1367040.500000 Penalty: 4528.156250
	Iteration 68Q: 3 clusters Score -1367040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1367052.000000 Penalty: 4528.156250
	Iteration 69Q: 3 clusters Score -1367052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1367061.750000 Penalty: 4528.156250
	Iteration 70Q: 3 clusters Score -1367062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1367068.375000 Penalty: 4528.156250
	Iteration 71Q: 3 clusters Score -1367068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1367078.625000 Penalty: 4528.156250
	Iteration 72Q: 3 clusters Score -1367079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1367088.125000 Penalty: 4528.156250
	Iteration 73Q: 3 clusters Score -1367088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1367096.000000 Penalty: 4528.156250
	Iteration 74Q: 3 clusters Score -1367096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1367106.750000 Penalty: 4528.156250
	Iteration 75Q: 3 clusters Score -1367107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1367112.250000 Penalty: 4528.156250
	Iteration 76Q: 3 clusters Score -1367112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1367119.750000 Penalty: 4528.156250
	Iteration 77Q: 3 clusters Score -1367120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1367126.125000 Penalty: 4528.156250
	Iteration 78Q: 3 clusters Score -1367126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1367130.500000 Penalty: 4528.156250
	Iteration 79Q: 3 clusters Score -1367130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1367132.000000 Penalty: 4528.156250
	Iteration 80F: 3 clusters Score -1367132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1367135.250000 Penalty: 4528.156250
	Iteration 81Q: 3 clusters Score -1367135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1367138.500000 Penalty: 4528.156250
	Iteration 82Q: 3 clusters Score -1367138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1367143.625000 Penalty: 4528.156250
	Iteration 83Q: 3 clusters Score -1367144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1367146.000000 Penalty: 4528.156250
	Iteration 84Q: 3 clusters Score -1367146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1367148.250000 Penalty: 4528.156250
	Iteration 85Q: 3 clusters Score -1367148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1367148.250000 Penalty: 4528.156250
	Iteration 86Q: 3 clusters Score -1367148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1367152.875000 Penalty: 4528.156250
	Iteration 87Q: 3 clusters Score -1367153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1367152.375000 Penalty: 4528.156250
	Iteration 88Q: 3 clusters Score -1367152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1367154.750000 Penalty: 4528.156250
	Iteration 89Q: 3 clusters Score -1367155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1367153.375000 Penalty: 4528.156250
	Iteration 90Q: 3 clusters Score -1367153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1367157.000000 Penalty: 4528.156250
	Iteration 91Q: 3 clusters Score -1367157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1367155.250000 Penalty: 4528.156250
	Iteration 92Q: 3 clusters Score -1367155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1367155.250000 Penalty: 4528.156250
	Iteration 93F: 3 clusters Score -1367155 nChanged 0
--- Evaluating fit on full set of 2408835 points ---
Entering Unmasked Estep 
Score: -344912992.000000 Penalty: 171280.875000
22->48 Clusters: Score -344912992.000000, best is -345651936.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 802945 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 36665 members 
Mstep: Class 3 contains 36515 members 
Mstep: Class 4 contains 36251 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 36498 members 
Mstep: Class 7 contains 36233 members 
Mstep: Class 8 contains 36465 members 
Mstep: Class 9 contains 36231 members 
Mstep: Class 10 contains 36586 members 
Mstep: Class 11 contains 36495 members 
Mstep: Class 12 contains 36453 members 
Mstep: Class 13 contains 36381 members 
Mstep: Class 14 contains 36561 members 
Mstep: Class 15 contains 36511 members 
Mstep: Class 16 contains 36752 members 
Mstep: Class 17 contains 36360 members 
Mstep: Class 18 contains 36562 members 
Mstep: Class 19 contains 36659 members 
Mstep: Class 20 contains 36482 members 
Mstep: Class 21 contains 36615 members 
Mstep: Class 22 contains 36976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1030.576904 but Gain 3371.812500
Score: -107224944.000000 Penalty: 70808.187500
Iteration 0F: 22 clusters Score -1.072249e+08 nChanged 765839
Entering Unmasked Mstep 
Mstep: Class 0 contains 3279 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 24175 members 
Mstep: Class 3 contains 24715 members 
Mstep: Class 4 contains 32337 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 139986 members 
Mstep: Class 7 contains 18252 members 
Mstep: Class 8 contains 5781 members 
Mstep: Class 9 contains 138413 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 25548 members 
Mstep: Class 12 contains 114709 members 
Mstep: Class 13 contains 17131 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 77229 members 
Mstep: Class 17 contains 25924 members 
Mstep: Class 18 contains 7916 members 
Mstep: Class 19 contains 22328 members 
Mstep: Class 20 contains 31606 members 
Mstep: Class 21 contains 12468 members 
Mstep: Class 22 contains 14629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111791008.000000 Penalty: 70808.187500
Iteration 1F: 22 clusters Score -1.11791e+08 nChanged 353489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2779 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 21547 members 
Mstep: Class 3 contains 20822 members 
Mstep: Class 4 contains 29016 members 
Mstep: Class 5 contains 20743 members 
Mstep: Class 6 contains 164633 members 
Mstep: Class 7 contains 5152 members 
Mstep: Class 8 contains 6337 members 
Mstep: Class 9 contains 175518 members 
Mstep: Class 10 contains 22554 members 
Mstep: Class 11 contains 23397 members 
Mstep: Class 12 contains 134538 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 15 contains 8036 members 
Mstep: Class 16 contains 60265 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 7585 members 
Mstep: Class 19 contains 27601 members 
Mstep: Class 20 contains 23935 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 9201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113081224.000000 Penalty: 70808.187500
Iteration 2F: 22 clusters Score -1.130812e+08 nChanged 255489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2233 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 19295 members 
Mstep: Class 3 contains 28444 members 
Mstep: Class 4 contains 27891 members 
Mstep: Class 5 contains 21127 members 
Mstep: Class 6 contains 130542 members 
Mstep: Class 7 contains 8680 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 173333 members 
Mstep: Class 10 contains 35283 members 
Mstep: Class 11 contains 19831 members 
Mstep: Class 12 contains 162645 members 
Mstep: Class 13 contains 5187 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 51332 members 
Mstep: Class 17 contains 12374 members 
Mstep: Class 18 contains 6560 members 
Mstep: Class 19 contains 34747 members 
Mstep: Class 20 contains 20368 members 
Mstep: Class 21 contains 11908 members 
Mstep: Class 22 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113798400.000000 Penalty: 70808.187500
Iteration 3F: 22 clusters Score -1.137984e+08 nChanged 180139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1589 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 16522 members 
Mstep: Class 3 contains 35378 members 
Mstep: Class 4 contains 25980 members 
Mstep: Class 5 contains 21722 members 
Mstep: Class 6 contains 110796 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 163608 members 
Mstep: Class 10 contains 40683 members 
Mstep: Class 11 contains 19057 members 
Mstep: Class 12 contains 173998 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 48596 members 
Mstep: Class 17 contains 12454 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 19 contains 41819 members 
Mstep: Class 20 contains 20626 members 
Mstep: Class 21 contains 12782 members 
Mstep: Class 22 contains 10323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114176456.000000 Penalty: 70808.187500
Iteration 4F: 22 clusters Score -1.141765e+08 nChanged 121487
Entering Unmasked Mstep 
Mstep: Class 0 contains 579 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13964 members 
Mstep: Class 3 contains 35706 members 
Mstep: Class 4 contains 24497 members 
Mstep: Class 5 contains 22815 members 
Mstep: Class 6 contains 105120 members 
Mstep: Class 7 contains 14095 members 
Mstep: Class 8 contains 5343 members 
Mstep: Class 9 contains 148394 members 
Mstep: Class 10 contains 41754 members 
Mstep: Class 11 contains 19745 members 
Mstep: Class 12 contains 178460 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 15 contains 14814 members 
Mstep: Class 16 contains 49165 members 
Mstep: Class 17 contains 11515 members 
Mstep: Class 18 contains 5627 members 
Mstep: Class 19 contains 50124 members 
Mstep: Class 20 contains 22673 members 
Mstep: Class 21 contains 13777 members 
Mstep: Class 22 contains 11333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114431472.000000 Penalty: 70808.187500
Iteration 5F: 22 clusters Score -1.144315e+08 nChanged 86641
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 13586 members 
Mstep: Class 3 contains 32475 members 
Mstep: Class 4 contains 23736 members 
Mstep: Class 5 contains 23788 members 
Mstep: Class 6 contains 103555 members 
Mstep: Class 7 contains 14512 members 
Mstep: Class 8 contains 5815 members 
Mstep: Class 9 contains 134142 members 
Mstep: Class 10 contains 41490 members 
Mstep: Class 11 contains 20922 members 
Mstep: Class 12 contains 180504 members 
Mstep: Class 13 contains 2798 members 
Mstep: Class 15 contains 19472 members 
Mstep: Class 16 contains 47343 members 
Mstep: Class 17 contains 10071 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 59214 members 
Mstep: Class 20 contains 25426 members 
Mstep: Class 21 contains 14420 members 
Mstep: Class 22 contains 12073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114537816.000000 Penalty: 70808.187500
Iteration 6F: 22 clusters Score -1.145378e+08 nChanged 66223
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13262 members 
Mstep: Class 3 contains 29757 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 24742 members 
Mstep: Class 6 contains 101545 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 125038 members 
Mstep: Class 10 contains 40793 members 
Mstep: Class 11 contains 22352 members 
Mstep: Class 12 contains 179350 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 15 contains 24659 members 
Mstep: Class 16 contains 43892 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 5155 members 
Mstep: Class 19 contains 67227 members 
Mstep: Class 20 contains 27956 members 
Mstep: Class 21 contains 15159 members 
Mstep: Class 22 contains 12372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114612232.000000 Penalty: 70808.187500
Iteration 7F: 22 clusters Score -1.146122e+08 nChanged 51405
Entering Unmasked Mstep 
Mstep: Class 0 contains 262 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 12902 members 
Mstep: Class 3 contains 28971 members 
Mstep: Class 4 contains 22600 members 
Mstep: Class 5 contains 25662 members 
Mstep: Class 6 contains 98255 members 
Mstep: Class 7 contains 14721 members 
Mstep: Class 8 contains 6595 members 
Mstep: Class 9 contains 121642 members 
Mstep: Class 10 contains 40408 members 
Mstep: Class 11 contains 23521 members 
Mstep: Class 12 contains 175842 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 15 contains 29937 members 
Mstep: Class 16 contains 39911 members 
Mstep: Class 17 contains 8799 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 72734 members 
Mstep: Class 20 contains 29754 members 
Mstep: Class 21 contains 15906 members 
Mstep: Class 22 contains 12197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114654560.000000 Penalty: 70808.187500
Iteration 8F: 22 clusters Score -1.146546e+08 nChanged 40381
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 12582 members 
Mstep: Class 3 contains 29096 members 
Mstep: Class 4 contains 21830 members 
Mstep: Class 5 contains 26755 members 
Mstep: Class 6 contains 94280 members 
Mstep: Class 7 contains 14769 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 121830 members 
Mstep: Class 10 contains 40371 members 
Mstep: Class 11 contains 24095 members 
Mstep: Class 12 contains 171685 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 15 contains 34640 members 
Mstep: Class 16 contains 36277 members 
Mstep: Class 17 contains 8630 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 76280 members 
Mstep: Class 20 contains 30748 members 
Mstep: Class 21 contains 16722 members 
Mstep: Class 22 contains 11864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114683088.000000 Penalty: 70808.187500
Iteration 9F: 22 clusters Score -1.146831e+08 nChanged 31797
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 29599 members 
Mstep: Class 4 contains 21165 members 
Mstep: Class 5 contains 27888 members 
Mstep: Class 6 contains 90392 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 6758 members 
Mstep: Class 9 contains 123496 members 
Mstep: Class 10 contains 40570 members 
Mstep: Class 11 contains 24127 members 
Mstep: Class 12 contains 167706 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 15 contains 38871 members 
Mstep: Class 16 contains 33358 members 
Mstep: Class 17 contains 8522 members 
Mstep: Class 18 contains 4581 members 
Mstep: Class 19 contains 78425 members 
Mstep: Class 20 contains 31098 members 
Mstep: Class 21 contains 17460 members 
Mstep: Class 22 contains 11495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114701768.000000 Penalty: 70808.187500
Iteration 10Q: 22 clusters Score -1.147018e+08 nChanged 26338
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 30259 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 29274 members 
Mstep: Class 6 contains 86768 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 125453 members 
Mstep: Class 10 contains 40983 members 
Mstep: Class 11 contains 23569 members 
Mstep: Class 12 contains 164073 members 
Mstep: Class 13 contains 2936 members 
Mstep: Class 15 contains 42662 members 
Mstep: Class 16 contains 31174 members 
Mstep: Class 17 contains 8431 members 
Mstep: Class 18 contains 4450 members 
Mstep: Class 19 contains 79612 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 18151 members 
Mstep: Class 22 contains 11167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114716088.000000 Penalty: 70808.187500
Iteration 11Q: 22 clusters Score -1.147161e+08 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 30959 members 
Mstep: Class 4 contains 20325 members 
Mstep: Class 5 contains 31154 members 
Mstep: Class 6 contains 83464 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 6712 members 
Mstep: Class 9 contains 127204 members 
Mstep: Class 10 contains 41471 members 
Mstep: Class 11 contains 22608 members 
Mstep: Class 12 contains 160431 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 15 contains 46194 members 
Mstep: Class 16 contains 29565 members 
Mstep: Class 17 contains 8376 members 
Mstep: Class 18 contains 4326 members 
Mstep: Class 19 contains 80325 members 
Mstep: Class 20 contains 30780 members 
Mstep: Class 21 contains 18678 members 
Mstep: Class 22 contains 10833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114729488.000000 Penalty: 70808.187500
Iteration 12Q: 22 clusters Score -1.147295e+08 nChanged 21086
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 33661 members 
Mstep: Class 6 contains 80394 members 
Mstep: Class 7 contains 14941 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 128831 members 
Mstep: Class 10 contains 41880 members 
Mstep: Class 11 contains 21375 members 
Mstep: Class 12 contains 156756 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 15 contains 49422 members 
Mstep: Class 16 contains 28289 members 
Mstep: Class 17 contains 8376 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 80746 members 
Mstep: Class 20 contains 30322 members 
Mstep: Class 21 contains 18990 members 
Mstep: Class 22 contains 10502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114741760.000000 Penalty: 70808.187500
Iteration 13Q: 22 clusters Score -1.147418e+08 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 32326 members 
Mstep: Class 4 contains 20721 members 
Mstep: Class 5 contains 37239 members 
Mstep: Class 6 contains 77528 members 
Mstep: Class 7 contains 14992 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 130310 members 
Mstep: Class 10 contains 42192 members 
Mstep: Class 11 contains 20080 members 
Mstep: Class 12 contains 152714 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 15 contains 52344 members 
Mstep: Class 16 contains 27245 members 
Mstep: Class 17 contains 8387 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 80934 members 
Mstep: Class 20 contains 29615 members 
Mstep: Class 21 contains 19130 members 
Mstep: Class 22 contains 10210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114755216.000000 Penalty: 70808.187500
Iteration 14Q: 22 clusters Score -1.147552e+08 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 12384 members 
Mstep: Class 3 contains 32901 members 
Mstep: Class 4 contains 21354 members 
Mstep: Class 5 contains 42149 members 
Mstep: Class 6 contains 74952 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 6610 members 
Mstep: Class 9 contains 131596 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 18706 members 
Mstep: Class 12 contains 148115 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 15 contains 54911 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 81011 members 
Mstep: Class 20 contains 28672 members 
Mstep: Class 21 contains 19046 members 
Mstep: Class 22 contains 9941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114771832.000000 Penalty: 70808.187500
Iteration 15Q: 22 clusters Score -1.147718e+08 nChanged 20247
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 12446 members 
Mstep: Class 3 contains 33364 members 
Mstep: Class 4 contains 22246 members 
Mstep: Class 5 contains 47898 members 
Mstep: Class 6 contains 72665 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 6589 members 
Mstep: Class 9 contains 132572 members 
Mstep: Class 10 contains 42562 members 
Mstep: Class 11 contains 17384 members 
Mstep: Class 12 contains 143868 members 
Mstep: Class 13 contains 2977 members 
Mstep: Class 15 contains 57077 members 
Mstep: Class 16 contains 24911 members 
Mstep: Class 17 contains 8414 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 19 contains 80995 members 
Mstep: Class 20 contains 27434 members 
Mstep: Class 21 contains 18774 members 
Mstep: Class 22 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114791712.000000 Penalty: 70808.187500
Iteration 16Q: 22 clusters Score -1.147917e+08 nChanged 20142
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 12491 members 
Mstep: Class 3 contains 33780 members 
Mstep: Class 4 contains 23417 members 
Mstep: Class 5 contains 53117 members 
Mstep: Class 6 contains 70613 members 
Mstep: Class 7 contains 15016 members 
Mstep: Class 8 contains 6580 members 
Mstep: Class 9 contains 133383 members 
Mstep: Class 10 contains 42581 members 
Mstep: Class 11 contains 16198 members 
Mstep: Class 12 contains 141087 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 15 contains 58571 members 
Mstep: Class 16 contains 23577 members 
Mstep: Class 17 contains 8486 members 
Mstep: Class 18 contains 3918 members 
Mstep: Class 19 contains 80802 members 
Mstep: Class 20 contains 25985 members 
Mstep: Class 21 contains 18288 members 
Mstep: Class 22 contains 9527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114807848.000000 Penalty: 70808.187500
Iteration 17Q: 22 clusters Score -1.148078e+08 nChanged 17887
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 12538 members 
Mstep: Class 3 contains 33992 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 56461 members 
Mstep: Class 6 contains 68837 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 134071 members 
Mstep: Class 10 contains 42520 members 
Mstep: Class 11 contains 15119 members 
Mstep: Class 12 contains 140268 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 15 contains 59732 members 
Mstep: Class 16 contains 22517 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 3907 members 
Mstep: Class 19 contains 80597 members 
Mstep: Class 20 contains 24518 members 
Mstep: Class 21 contains 17586 members 
Mstep: Class 22 contains 9360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114817296.000000 Penalty: 70808.187500
Iteration 18Q: 22 clusters Score -1.148173e+08 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 12564 members 
Mstep: Class 3 contains 34190 members 
Mstep: Class 4 contains 26023 members 
Mstep: Class 5 contains 58434 members 
Mstep: Class 6 contains 67217 members 
Mstep: Class 7 contains 15019 members 
Mstep: Class 8 contains 6778 members 
Mstep: Class 9 contains 134572 members 
Mstep: Class 10 contains 42445 members 
Mstep: Class 11 contains 14306 members 
Mstep: Class 12 contains 140275 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 15 contains 60942 members 
Mstep: Class 16 contains 21752 members 
Mstep: Class 17 contains 8644 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 80378 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 16811 members 
Mstep: Class 22 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114822432.000000 Penalty: 70808.187500
Iteration 19Q: 22 clusters Score -1.148224e+08 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 12566 members 
Mstep: Class 3 contains 34320 members 
Mstep: Class 4 contains 27130 members 
Mstep: Class 5 contains 59773 members 
Mstep: Class 6 contains 65811 members 
Mstep: Class 7 contains 15024 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 134912 members 
Mstep: Class 10 contains 42342 members 
Mstep: Class 11 contains 13657 members 
Mstep: Class 12 contains 140542 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 15 contains 62087 members 
Mstep: Class 16 contains 21267 members 
Mstep: Class 17 contains 8782 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 80092 members 
Mstep: Class 20 contains 22247 members 
Mstep: Class 21 contains 16076 members 
Mstep: Class 22 contains 9008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114828464.000000 Penalty: 70808.187500
Iteration 20F: 22 clusters Score -1.148285e+08 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 233 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 3 contains 34408 members 
Mstep: Class 4 contains 28443 members 
Mstep: Class 5 contains 61094 members 
Mstep: Class 6 contains 64488 members 
Mstep: Class 7 contains 15234 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 135054 members 
Mstep: Class 10 contains 42185 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 140819 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 15 contains 63039 members 
Mstep: Class 16 contains 20863 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 3692 members 
Mstep: Class 19 contains 79902 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114834904.000000 Penalty: 70808.187500
Iteration 21Q: 22 clusters Score -1.148349e+08 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 230 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 12435 members 
Mstep: Class 3 contains 34530 members 
Mstep: Class 4 contains 29419 members 
Mstep: Class 5 contains 62189 members 
Mstep: Class 6 contains 63181 members 
Mstep: Class 7 contains 15444 members 
Mstep: Class 8 contains 7261 members 
Mstep: Class 9 contains 135141 members 
Mstep: Class 10 contains 42009 members 
Mstep: Class 11 contains 12844 members 
Mstep: Class 12 contains 141090 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 15 contains 64040 members 
Mstep: Class 16 contains 20489 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 79776 members 
Mstep: Class 20 contains 20914 members 
Mstep: Class 21 contains 14223 members 
Mstep: Class 22 contains 8691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114839648.000000 Penalty: 70808.187500
Iteration 22Q: 22 clusters Score -1.148396e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 12309 members 
Mstep: Class 3 contains 34662 members 
Mstep: Class 4 contains 30199 members 
Mstep: Class 5 contains 63058 members 
Mstep: Class 6 contains 62001 members 
Mstep: Class 7 contains 15531 members 
Mstep: Class 8 contains 7476 members 
Mstep: Class 9 contains 135247 members 
Mstep: Class 10 contains 41814 members 
Mstep: Class 11 contains 12584 members 
Mstep: Class 12 contains 141306 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 15 contains 64950 members 
Mstep: Class 16 contains 20126 members 
Mstep: Class 17 contains 9303 members 
Mstep: Class 18 contains 3249 members 
Mstep: Class 19 contains 79738 members 
Mstep: Class 20 contains 20431 members 
Mstep: Class 21 contains 13518 members 
Mstep: Class 22 contains 8717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114842936.000000 Penalty: 70808.187500
Iteration 23Q: 22 clusters Score -1.148429e+08 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 34763 members 
Mstep: Class 4 contains 30849 members 
Mstep: Class 5 contains 63762 members 
Mstep: Class 6 contains 60969 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 135346 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 11 contains 12434 members 
Mstep: Class 12 contains 141490 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 15 contains 65742 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 9485 members 
Mstep: Class 18 contains 3120 members 
Mstep: Class 19 contains 79731 members 
Mstep: Class 20 contains 20016 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114844904.000000 Penalty: 70808.187500
Iteration 24Q: 22 clusters Score -1.148449e+08 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 34899 members 
Mstep: Class 4 contains 31261 members 
Mstep: Class 5 contains 64294 members 
Mstep: Class 6 contains 60054 members 
Mstep: Class 7 contains 15614 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 135512 members 
Mstep: Class 10 contains 41540 members 
Mstep: Class 11 contains 12371 members 
Mstep: Class 12 contains 141649 members 
Mstep: Class 13 contains 2989 members 
Mstep: Class 15 contains 66447 members 
Mstep: Class 16 contains 19650 members 
Mstep: Class 17 contains 9667 members 
Mstep: Class 18 contains 3033 members 
Mstep: Class 19 contains 79709 members 
Mstep: Class 20 contains 19639 members 
Mstep: Class 21 contains 12403 members 
Mstep: Class 22 contains 8696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114847568.000000 Penalty: 70808.187500
Iteration 25Q: 22 clusters Score -1.148476e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 34999 members 
Mstep: Class 4 contains 31612 members 
Mstep: Class 5 contains 64663 members 
Mstep: Class 6 contains 59218 members 
Mstep: Class 7 contains 15620 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 135657 members 
Mstep: Class 10 contains 41431 members 
Mstep: Class 11 contains 12359 members 
Mstep: Class 12 contains 141798 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 15 contains 67065 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 79708 members 
Mstep: Class 20 contains 19309 members 
Mstep: Class 21 contains 11978 members 
Mstep: Class 22 contains 8675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114849280.000000 Penalty: 70808.187500
Iteration 26Q: 22 clusters Score -1.148493e+08 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 11537 members 
Mstep: Class 3 contains 35067 members 
Mstep: Class 4 contains 31879 members 
Mstep: Class 5 contains 64941 members 
Mstep: Class 6 contains 58429 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 8382 members 
Mstep: Class 9 contains 135805 members 
Mstep: Class 10 contains 41358 members 
Mstep: Class 11 contains 12394 members 
Mstep: Class 12 contains 141882 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 15 contains 67631 members 
Mstep: Class 16 contains 19619 members 
Mstep: Class 17 contains 10015 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 79726 members 
Mstep: Class 20 contains 19039 members 
Mstep: Class 21 contains 11639 members 
Mstep: Class 22 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114850632.000000 Penalty: 70808.187500
Iteration 27Q: 22 clusters Score -1.148506e+08 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 35095 members 
Mstep: Class 4 contains 32036 members 
Mstep: Class 5 contains 65180 members 
Mstep: Class 6 contains 57716 members 
Mstep: Class 7 contains 15629 members 
Mstep: Class 8 contains 8615 members 
Mstep: Class 9 contains 135944 members 
Mstep: Class 10 contains 41260 members 
Mstep: Class 11 contains 12500 members 
Mstep: Class 12 contains 141951 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 15 contains 68188 members 
Mstep: Class 16 contains 19697 members 
Mstep: Class 17 contains 10126 members 
Mstep: Class 18 contains 2935 members 
Mstep: Class 19 contains 79746 members 
Mstep: Class 20 contains 18785 members 
Mstep: Class 21 contains 11325 members 
Mstep: Class 22 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114851776.000000 Penalty: 70808.187500
Iteration 28Q: 22 clusters Score -1.148518e+08 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 35104 members 
Mstep: Class 4 contains 32168 members 
Mstep: Class 5 contains 65387 members 
Mstep: Class 6 contains 57050 members 
Mstep: Class 7 contains 15630 members 
Mstep: Class 8 contains 8803 members 
Mstep: Class 9 contains 136084 members 
Mstep: Class 10 contains 41158 members 
Mstep: Class 11 contains 12637 members 
Mstep: Class 12 contains 141992 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 15 contains 68615 members 
Mstep: Class 16 contains 19809 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 79765 members 
Mstep: Class 20 contains 18596 members 
Mstep: Class 21 contains 11059 members 
Mstep: Class 22 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114853040.000000 Penalty: 70808.187500
Iteration 29Q: 22 clusters Score -1.14853e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 10997 members 
Mstep: Class 3 contains 35095 members 
Mstep: Class 4 contains 32313 members 
Mstep: Class 5 contains 65534 members 
Mstep: Class 6 contains 56463 members 
Mstep: Class 7 contains 15633 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 136236 members 
Mstep: Class 10 contains 41048 members 
Mstep: Class 11 contains 12773 members 
Mstep: Class 12 contains 142020 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 15 contains 68948 members 
Mstep: Class 16 contains 19906 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 79807 members 
Mstep: Class 20 contains 18438 members 
Mstep: Class 21 contains 10827 members 
Mstep: Class 22 contains 8695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114854080.000000 Penalty: 70808.187500
Iteration 30Q: 22 clusters Score -1.148541e+08 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 10870 members 
Mstep: Class 3 contains 35075 members 
Mstep: Class 4 contains 32442 members 
Mstep: Class 5 contains 65638 members 
Mstep: Class 6 contains 55925 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 136381 members 
Mstep: Class 10 contains 40928 members 
Mstep: Class 11 contains 12956 members 
Mstep: Class 12 contains 142008 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 15 contains 69248 members 
Mstep: Class 16 contains 19976 members 
Mstep: Class 17 contains 10498 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 79836 members 
Mstep: Class 20 contains 18326 members 
Mstep: Class 21 contains 10614 members 
Mstep: Class 22 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114854472.000000 Penalty: 70808.187500
Iteration 31Q: 22 clusters Score -1.148545e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 10784 members 
Mstep: Class 3 contains 35050 members 
Mstep: Class 4 contains 32587 members 
Mstep: Class 5 contains 65716 members 
Mstep: Class 6 contains 55459 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 9345 members 
Mstep: Class 9 contains 136524 members 
Mstep: Class 10 contains 40832 members 
Mstep: Class 11 contains 13083 members 
Mstep: Class 12 contains 142001 members 
Mstep: Class 13 contains 3008 members 
Mstep: Class 15 contains 69498 members 
Mstep: Class 16 contains 20022 members 
Mstep: Class 17 contains 10612 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 79891 members 
Mstep: Class 20 contains 18229 members 
Mstep: Class 21 contains 10390 members 
Mstep: Class 22 contains 8702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114855144.000000 Penalty: 70808.187500
Iteration 32Q: 22 clusters Score -1.148551e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 35031 members 
Mstep: Class 4 contains 32688 members 
Mstep: Class 5 contains 65785 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 15639 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 136626 members 
Mstep: Class 10 contains 40765 members 
Mstep: Class 11 contains 13205 members 
Mstep: Class 12 contains 141997 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 15 contains 69691 members 
Mstep: Class 16 contains 20073 members 
Mstep: Class 17 contains 10714 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 79932 members 
Mstep: Class 20 contains 18128 members 
Mstep: Class 21 contains 10224 members 
Mstep: Class 22 contains 8704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114855776.000000 Penalty: 70808.187500
Iteration 33Q: 22 clusters Score -1.148558e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 10640 members 
Mstep: Class 3 contains 35003 members 
Mstep: Class 4 contains 32760 members 
Mstep: Class 5 contains 65808 members 
Mstep: Class 6 contains 54716 members 
Mstep: Class 7 contains 15637 members 
Mstep: Class 8 contains 9611 members 
Mstep: Class 9 contains 136694 members 
Mstep: Class 10 contains 40706 members 
Mstep: Class 11 contains 13337 members 
Mstep: Class 12 contains 141984 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 15 contains 69801 members 
Mstep: Class 16 contains 20154 members 
Mstep: Class 17 contains 10828 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 79974 members 
Mstep: Class 20 contains 18045 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 8699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114856136.000000 Penalty: 70808.187500
Iteration 34Q: 22 clusters Score -1.148561e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 10585 members 
Mstep: Class 3 contains 34968 members 
Mstep: Class 4 contains 32862 members 
Mstep: Class 5 contains 65833 members 
Mstep: Class 6 contains 54377 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 9737 members 
Mstep: Class 9 contains 136752 members 
Mstep: Class 10 contains 40659 members 
Mstep: Class 11 contains 13451 members 
Mstep: Class 12 contains 141965 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 15 contains 69891 members 
Mstep: Class 16 contains 20214 members 
Mstep: Class 17 contains 10938 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 80010 members 
Mstep: Class 20 contains 17968 members 
Mstep: Class 21 contains 10023 members 
Mstep: Class 22 contains 8695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114856424.000000 Penalty: 70808.187500
Iteration 35Q: 22 clusters Score -1.148564e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 10549 members 
Mstep: Class 3 contains 34963 members 
Mstep: Class 4 contains 32955 members 
Mstep: Class 5 contains 65801 members 
Mstep: Class 6 contains 54071 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 136811 members 
Mstep: Class 10 contains 40625 members 
Mstep: Class 11 contains 13559 members 
Mstep: Class 12 contains 141915 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 15 contains 69954 members 
Mstep: Class 16 contains 20291 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 80043 members 
Mstep: Class 20 contains 17916 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 8690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114856640.000000 Penalty: 70808.187500
Iteration 36Q: 22 clusters Score -1.148566e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 10524 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 33047 members 
Mstep: Class 5 contains 65744 members 
Mstep: Class 6 contains 53810 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 9890 members 
Mstep: Class 9 contains 136860 members 
Mstep: Class 10 contains 40614 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 141858 members 
Mstep: Class 13 contains 3013 members 
Mstep: Class 15 contains 70009 members 
Mstep: Class 16 contains 20377 members 
Mstep: Class 17 contains 11143 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 80067 members 
Mstep: Class 20 contains 17864 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114856648.000000 Penalty: 70808.187500
Iteration 37Q: 22 clusters Score -1.148566e+08 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 10517 members 
Mstep: Class 3 contains 34899 members 
Mstep: Class 4 contains 33121 members 
Mstep: Class 5 contains 65705 members 
Mstep: Class 6 contains 53557 members 
Mstep: Class 7 contains 15635 members 
Mstep: Class 8 contains 9994 members 
Mstep: Class 9 contains 136882 members 
Mstep: Class 10 contains 40593 members 
Mstep: Class 11 contains 13722 members 
Mstep: Class 12 contains 141808 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 15 contains 70016 members 
Mstep: Class 16 contains 20461 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 80099 members 
Mstep: Class 20 contains 17810 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114856616.000000 Penalty: 70808.187500
Iteration 38Q: 22 clusters Score -1.148566e+08 nChanged 1737
Entering ConstructFrom: 
Score: -114856616.000000 Penalty: 70808.187500
Entering ConstructFrom: 
Trying to split cluster 1 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -3238309.250000 Penalty: 2482.626709
	Iteration 0F: 2 clusters Score -3238309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3222815.500000 Penalty: 4965.253418
	Iteration 0F: 3 clusters Score -3222816 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -3228672.750000 Penalty: 4965.253418
	Iteration 1F: 3 clusters Score -3228673 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -3229975.250000 Penalty: 4965.253418
	Iteration 2F: 3 clusters Score -3229975 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3231259.250000 Penalty: 4965.253418
	Iteration 3F: 3 clusters Score -3231259 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -3232546.500000 Penalty: 4965.253418
	Iteration 4F: 3 clusters Score -3232546 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3233971.250000 Penalty: 4965.253418
	Iteration 5F: 3 clusters Score -3233971 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3235605.000000 Penalty: 4965.253418
	Iteration 6F: 3 clusters Score -3235605 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -3237193.500000 Penalty: 4965.253418
	Iteration 7F: 3 clusters Score -3237194 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3238333.000000 Penalty: 4965.253418
	Iteration 8F: 3 clusters Score -3238333 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -3238881.000000 Penalty: 4965.253418
	Iteration 9Q: 3 clusters Score -3238881 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3239121.250000 Penalty: 4965.253418
	Iteration 10Q: 3 clusters Score -3239121 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3239261.250000 Penalty: 4965.253418
	Iteration 11Q: 3 clusters Score -3239261 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3239315.000000 Penalty: 4965.253418
	Iteration 12Q: 3 clusters Score -3239315 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -3239352.750000 Penalty: 4965.253418
	Iteration 13Q: 3 clusters Score -3239353 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3239387.000000 Penalty: 4965.253418
	Iteration 14Q: 3 clusters Score -3239387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3239420.500000 Penalty: 4965.253418
	Iteration 15Q: 3 clusters Score -3239420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3239437.750000 Penalty: 4965.253418
	Iteration 16Q: 3 clusters Score -3239438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3239448.500000 Penalty: 4965.253418
	Iteration 17Q: 3 clusters Score -3239448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3239451.250000 Penalty: 4965.253418
	Iteration 18Q: 3 clusters Score -3239451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3239466.000000 Penalty: 4965.253418
	Iteration 19Q: 3 clusters Score -3239466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3239464.250000 Penalty: 4965.253418
	Iteration 20F: 3 clusters Score -3239464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3239468.500000 Penalty: 4965.253418
	Iteration 21Q: 3 clusters Score -3239468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3239475.250000 Penalty: 4965.253418
	Iteration 22Q: 3 clusters Score -3239475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3239478.250000 Penalty: 4965.253418
	Iteration 23Q: 3 clusters Score -3239478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3239474.750000 Penalty: 4965.253418
	Iteration 24Q: 3 clusters Score -3239475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3239476.500000 Penalty: 4965.253418
	Iteration 25Q: 3 clusters Score -3239476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -3239478.250000 Penalty: 4965.253418
	Iteration 26Q: 3 clusters Score -3239478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3239479.500000 Penalty: 4965.253418
	Iteration 27Q: 3 clusters Score -3239480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3239482.000000 Penalty: 4965.253418
	Iteration 28Q: 3 clusters Score -3239482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3239481.500000 Penalty: 4965.253418
	Iteration 29Q: 3 clusters Score -3239482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3239483.750000 Penalty: 4965.253418
	Iteration 30Q: 3 clusters Score -3239484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3239483.750000 Penalty: 4965.253418
	Iteration 31F: 3 clusters Score -3239484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10516 members 
Mstep: Class 3 contains 34867 members 
Mstep: Class 4 contains 33191 members 
Mstep: Class 5 contains 65622 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Entering Unmasked Estep 
Score: -114857272.000000 Penalty: 74180.000000
Splitting cluster 1 changes total score from -114856616.000000 to -114857272.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (10516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Entering Unmasked Estep 
Score: -1486930.875000 Penalty: 2296.642090
	Iteration 0F: 2 clusters Score -1486931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1479036.500000 Penalty: 4593.284180
	Iteration 0F: 3 clusters Score -1479036 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1481910.875000 Penalty: 4593.284180
	Iteration 1F: 3 clusters Score -1481911 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1483167.000000 Penalty: 4593.284180
	Iteration 2F: 3 clusters Score -1483167 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1484329.000000 Penalty: 4593.284180
	Iteration 3F: 3 clusters Score -1484329 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1485323.750000 Penalty: 4593.284180
	Iteration 4F: 3 clusters Score -1485324 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1486091.625000 Penalty: 4593.284180
	Iteration 5F: 3 clusters Score -1486092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1486576.375000 Penalty: 4593.284180
	Iteration 6F: 3 clusters Score -1486576 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1486890.125000 Penalty: 4593.284180
	Iteration 7Q: 3 clusters Score -1486890 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1487128.125000 Penalty: 4593.284180
	Iteration 8Q: 3 clusters Score -1487128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1487364.625000 Penalty: 4593.284180
	Iteration 9Q: 3 clusters Score -1487365 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1487608.250000 Penalty: 4593.284180
	Iteration 10Q: 3 clusters Score -1487608 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1487896.375000 Penalty: 4593.284180
	Iteration 11Q: 3 clusters Score -1487896 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1488114.250000 Penalty: 4593.284180
	Iteration 12Q: 3 clusters Score -1488114 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1488233.875000 Penalty: 4593.284180
	Iteration 13Q: 3 clusters Score -1488234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1488330.125000 Penalty: 4593.284180
	Iteration 14Q: 3 clusters Score -1488330 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1488408.125000 Penalty: 4593.284180
	Iteration 15Q: 3 clusters Score -1488408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1488459.125000 Penalty: 4593.284180
	Iteration 16Q: 3 clusters Score -1488459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1488495.250000 Penalty: 4593.284180
	Iteration 17Q: 3 clusters Score -1488495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1488520.125000 Penalty: 4593.284180
	Iteration 18Q: 3 clusters Score -1488520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1488532.625000 Penalty: 4593.284180
	Iteration 19Q: 3 clusters Score -1488533 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1488541.875000 Penalty: 4593.284180
	Iteration 20F: 3 clusters Score -1488542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1488549.750000 Penalty: 4593.284180
	Iteration 21Q: 3 clusters Score -1488550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1488553.125000 Penalty: 4593.284180
	Iteration 22Q: 3 clusters Score -1488553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1488561.875000 Penalty: 4593.284180
	Iteration 23Q: 3 clusters Score -1488562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1488563.125000 Penalty: 4593.284180
	Iteration 24Q: 3 clusters Score -1488563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1488568.250000 Penalty: 4593.284180
	Iteration 25Q: 3 clusters Score -1488568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1488568.125000 Penalty: 4593.284180
	Iteration 26Q: 3 clusters Score -1488568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1488570.375000 Penalty: 4593.284180
	Iteration 27Q: 3 clusters Score -1488570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1488569.750000 Penalty: 4593.284180
	Iteration 28Q: 3 clusters Score -1488570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1488573.625000 Penalty: 4593.284180
	Iteration 29Q: 3 clusters Score -1488574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1488572.875000 Penalty: 4593.284180
	Iteration 30Q: 3 clusters Score -1488573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1488577.625000 Penalty: 4593.284180
	Iteration 31Q: 3 clusters Score -1488578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1488577.500000 Penalty: 4593.284180
	Iteration 32Q: 3 clusters Score -1488578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1488579.000000 Penalty: 4593.284180
	Iteration 33Q: 3 clusters Score -1488579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1488579.000000 Penalty: 4593.284180
	Iteration 34F: 3 clusters Score -1488579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 34867 members 
Mstep: Class 4 contains 33191 members 
Mstep: Class 5 contains 65622 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Entering Unmasked Estep 
Score: -114857856.000000 Penalty: 77551.820312
Splitting cluster 2 changes total score from -114856616.000000 to -114857856.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (34867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Entering Unmasked Estep 
Score: -5134224.000000 Penalty: 2593.905518
	Iteration 0F: 2 clusters Score -5134224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -5110496.000000 Penalty: 5187.811035
	Iteration 0F: 3 clusters Score -5110496 nChanged 15842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5119732.000000 Penalty: 5187.811035
	Iteration 1F: 3 clusters Score -5119732 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5120852.500000 Penalty: 5187.811035
	Iteration 2F: 3 clusters Score -5120852 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -5122242.000000 Penalty: 5187.811035
	Iteration 3F: 3 clusters Score -5122242 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5123923.000000 Penalty: 5187.811035
	Iteration 4F: 3 clusters Score -5123923 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -5126207.500000 Penalty: 5187.811035
	Iteration 5F: 3 clusters Score -5126208 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -5129584.500000 Penalty: 5187.811035
	Iteration 6F: 3 clusters Score -5129584 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -5133486.000000 Penalty: 5187.811035
	Iteration 7F: 3 clusters Score -5133486 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5136675.500000 Penalty: 5187.811035
	Iteration 8F: 3 clusters Score -5136676 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -5138611.000000 Penalty: 5187.811035
	Iteration 9F: 3 clusters Score -5138611 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5139604.000000 Penalty: 5187.811035
	Iteration 10Q: 3 clusters Score -5139604 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5140063.500000 Penalty: 5187.811035
	Iteration 11Q: 3 clusters Score -5140064 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5140231.000000 Penalty: 5187.811035
	Iteration 12Q: 3 clusters Score -5140231 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -5140297.000000 Penalty: 5187.811035
	Iteration 13Q: 3 clusters Score -5140297 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -5140347.500000 Penalty: 5187.811035
	Iteration 14Q: 3 clusters Score -5140348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5140370.000000 Penalty: 5187.811035
	Iteration 15Q: 3 clusters Score -5140370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -5140370.000000 Penalty: 5187.811035
	Iteration 16Q: 3 clusters Score -5140370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5140361.000000 Penalty: 5187.811035
	Iteration 17Q: 3 clusters Score -5140361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5140364.000000 Penalty: 5187.811035
	Iteration 18Q: 3 clusters Score -5140364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5140361.500000 Penalty: 5187.811035
	Iteration 19Q: 3 clusters Score -5140362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5140368.500000 Penalty: 5187.811035
	Iteration 20F: 3 clusters Score -5140368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5140369.500000 Penalty: 5187.811035
	Iteration 21Q: 3 clusters Score -5140370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -5140375.000000 Penalty: 5187.811035
	Iteration 22Q: 3 clusters Score -5140375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5140380.500000 Penalty: 5187.811035
	Iteration 23Q: 3 clusters Score -5140380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -5140381.000000 Penalty: 5187.811035
	Iteration 24Q: 3 clusters Score -5140381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5140378.000000 Penalty: 5187.811035
	Iteration 25Q: 3 clusters Score -5140378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -5140378.000000 Penalty: 5187.811035
	Iteration 26F: 3 clusters Score -5140378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 33191 members 
Mstep: Class 5 contains 65622 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Entering Unmasked Estep 
Score: -114863008.000000 Penalty: 80923.640625
Splitting cluster 3 changes total score from -114856616.000000 to -114863008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (33191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Entering Unmasked Estep 
Score: -4553186.000000 Penalty: 2581.688477
	Iteration 0F: 2 clusters Score -4553186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4530545.500000 Penalty: 5163.376953
	Iteration 0F: 3 clusters Score -4530546 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -4539532.500000 Penalty: 5163.376953
	Iteration 1F: 3 clusters Score -4539532 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4541037.000000 Penalty: 5163.376953
	Iteration 2F: 3 clusters Score -4541037 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -4542702.000000 Penalty: 5163.376953
	Iteration 3F: 3 clusters Score -4542702 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4544497.500000 Penalty: 5163.376953
	Iteration 4F: 3 clusters Score -4544498 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4545933.500000 Penalty: 5163.376953
	Iteration 5F: 3 clusters Score -4545934 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4547044.000000 Penalty: 5163.376953
	Iteration 6F: 3 clusters Score -4547044 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4547899.500000 Penalty: 5163.376953
	Iteration 7Q: 3 clusters Score -4547900 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4548702.500000 Penalty: 5163.376953
	Iteration 8Q: 3 clusters Score -4548702 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -4549378.000000 Penalty: 5163.376953
	Iteration 9Q: 3 clusters Score -4549378 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4549939.500000 Penalty: 5163.376953
	Iteration 10Q: 3 clusters Score -4549940 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4550386.500000 Penalty: 5163.376953
	Iteration 11Q: 3 clusters Score -4550386 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4550732.500000 Penalty: 5163.376953
	Iteration 12Q: 3 clusters Score -4550732 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4551005.500000 Penalty: 5163.376953
	Iteration 13Q: 3 clusters Score -4551006 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4551190.000000 Penalty: 5163.376953
	Iteration 14Q: 3 clusters Score -4551190 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4551359.000000 Penalty: 5163.376953
	Iteration 15Q: 3 clusters Score -4551359 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4551536.500000 Penalty: 5163.376953
	Iteration 16Q: 3 clusters Score -4551536 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -4551684.500000 Penalty: 5163.376953
	Iteration 17Q: 3 clusters Score -4551684 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4551839.500000 Penalty: 5163.376953
	Iteration 18Q: 3 clusters Score -4551840 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -4551994.000000 Penalty: 5163.376953
	Iteration 19Q: 3 clusters Score -4551994 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4552131.500000 Penalty: 5163.376953
	Iteration 20F: 3 clusters Score -4552132 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4552249.000000 Penalty: 5163.376953
	Iteration 21Q: 3 clusters Score -4552249 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4552379.500000 Penalty: 5163.376953
	Iteration 22Q: 3 clusters Score -4552380 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4552463.000000 Penalty: 5163.376953
	Iteration 23Q: 3 clusters Score -4552463 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4552560.500000 Penalty: 5163.376953
	Iteration 24Q: 3 clusters Score -4552560 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -4552599.000000 Penalty: 5163.376953
	Iteration 25Q: 3 clusters Score -4552599 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -4552664.000000 Penalty: 5163.376953
	Iteration 26Q: 3 clusters Score -4552664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4552694.500000 Penalty: 5163.376953
	Iteration 27Q: 3 clusters Score -4552694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4552721.000000 Penalty: 5163.376953
	Iteration 28Q: 3 clusters Score -4552721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -4552758.500000 Penalty: 5163.376953
	Iteration 29Q: 3 clusters Score -4552758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4552793.500000 Penalty: 5163.376953
	Iteration 30Q: 3 clusters Score -4552794 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4552821.500000 Penalty: 5163.376953
	Iteration 31Q: 3 clusters Score -4552822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4552841.000000 Penalty: 5163.376953
	Iteration 32Q: 3 clusters Score -4552841 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4552845.000000 Penalty: 5163.376953
	Iteration 33Q: 3 clusters Score -4552845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4552880.500000 Penalty: 5163.376953
	Iteration 34Q: 3 clusters Score -4552880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -4552898.500000 Penalty: 5163.376953
	Iteration 35Q: 3 clusters Score -4552898 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4552910.000000 Penalty: 5163.376953
	Iteration 36Q: 3 clusters Score -4552910 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4552942.500000 Penalty: 5163.376953
	Iteration 37Q: 3 clusters Score -4552942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -4552973.500000 Penalty: 5163.376953
	Iteration 38Q: 3 clusters Score -4552974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4552994.000000 Penalty: 5163.376953
	Iteration 39Q: 3 clusters Score -4552994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -4553007.000000 Penalty: 5163.376953
	Iteration 40F: 3 clusters Score -4553007 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4553008.500000 Penalty: 5163.376953
	Iteration 41Q: 3 clusters Score -4553008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -4553013.000000 Penalty: 5163.376953
	Iteration 42Q: 3 clusters Score -4553013 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -4553020.000000 Penalty: 5163.376953
	Iteration 43Q: 3 clusters Score -4553020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4553019.500000 Penalty: 5163.376953
	Iteration 44Q: 3 clusters Score -4553020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4553026.000000 Penalty: 5163.376953
	Iteration 45Q: 3 clusters Score -4553026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4553031.500000 Penalty: 5163.376953
	Iteration 46Q: 3 clusters Score -4553032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4553048.500000 Penalty: 5163.376953
	Iteration 47Q: 3 clusters Score -4553048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4553065.500000 Penalty: 5163.376953
	Iteration 48Q: 3 clusters Score -4553066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4553079.500000 Penalty: 5163.376953
	Iteration 49Q: 3 clusters Score -4553080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -4553101.000000 Penalty: 5163.376953
	Iteration 50Q: 3 clusters Score -4553101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4553132.500000 Penalty: 5163.376953
	Iteration 51Q: 3 clusters Score -4553132 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4553193.000000 Penalty: 5163.376953
	Iteration 52Q: 3 clusters Score -4553193 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -4553246.500000 Penalty: 5163.376953
	Iteration 53Q: 3 clusters Score -4553246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -4553276.500000 Penalty: 5163.376953
	Iteration 54Q: 3 clusters Score -4553276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4553278.500000 Penalty: 5163.376953
	Iteration 55Q: 3 clusters Score -4553278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4553310.500000 Penalty: 5163.376953
	Iteration 56Q: 3 clusters Score -4553310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4553317.000000 Penalty: 5163.376953
	Iteration 57Q: 3 clusters Score -4553317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -4553323.500000 Penalty: 5163.376953
	Iteration 58Q: 3 clusters Score -4553324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4553318.500000 Penalty: 5163.376953
	Iteration 59Q: 3 clusters Score -4553318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4553329.000000 Penalty: 5163.376953
	Iteration 60F: 3 clusters Score -4553329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4553333.000000 Penalty: 5163.376953
	Iteration 61Q: 3 clusters Score -4553333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4553332.000000 Penalty: 5163.376953
	Iteration 62Q: 3 clusters Score -4553332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4553331.000000 Penalty: 5163.376953
	Iteration 63Q: 3 clusters Score -4553331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4553333.000000 Penalty: 5163.376953
	Iteration 64Q: 3 clusters Score -4553333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -4553335.500000 Penalty: 5163.376953
	Iteration 65Q: 3 clusters Score -4553336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -4553337.500000 Penalty: 5163.376953
	Iteration 66Q: 3 clusters Score -4553338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4553347.000000 Penalty: 5163.376953
	Iteration 67Q: 3 clusters Score -4553347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4553342.500000 Penalty: 5163.376953
	Iteration 68Q: 3 clusters Score -4553342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4553341.500000 Penalty: 5163.376953
	Iteration 69Q: 3 clusters Score -4553342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4553346.000000 Penalty: 5163.376953
	Iteration 70Q: 3 clusters Score -4553346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -4553351.000000 Penalty: 5163.376953
	Iteration 71Q: 3 clusters Score -4553351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4553346.500000 Penalty: 5163.376953
	Iteration 72Q: 3 clusters Score -4553346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4553348.500000 Penalty: 5163.376953
	Iteration 73Q: 3 clusters Score -4553348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4553348.500000 Penalty: 5163.376953
	Iteration 74Q: 3 clusters Score -4553348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4553350.500000 Penalty: 5163.376953
	Iteration 75Q: 3 clusters Score -4553350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4553350.500000 Penalty: 5163.376953
	Iteration 76Q: 3 clusters Score -4553350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4553356.500000 Penalty: 5163.376953
	Iteration 77Q: 3 clusters Score -4553356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -4553356.500000 Penalty: 5163.376953
	Iteration 78F: 3 clusters Score -4553356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 65622 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Entering Unmasked Estep 
Score: -114862040.000000 Penalty: 84295.460938
Splitting cluster 4 changes total score from -114856616.000000 to -114862040.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (65622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Entering Unmasked Estep 
Score: -9717366.000000 Penalty: 2750.733154
	Iteration 0F: 2 clusters Score -9717366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9673481.000000 Penalty: 5501.466309
	Iteration 0F: 3 clusters Score -9673481 nChanged 30550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -9690748.000000 Penalty: 5501.466309
	Iteration 1F: 3 clusters Score -9690748 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -9691845.000000 Penalty: 5501.466309
	Iteration 2Q: 3 clusters Score -9691845 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -9693669.000000 Penalty: 5501.466309
	Iteration 3F: 3 clusters Score -9693669 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -9696619.000000 Penalty: 5501.466309
	Iteration 4F: 3 clusters Score -9696619 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -9701433.000000 Penalty: 5501.466309
	Iteration 5F: 3 clusters Score -9701433 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -9706921.000000 Penalty: 5501.466309
	Iteration 6F: 3 clusters Score -9706921 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -9711493.000000 Penalty: 5501.466309
	Iteration 7F: 3 clusters Score -9711493 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -9714712.000000 Penalty: 5501.466309
	Iteration 8F: 3 clusters Score -9714712 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9716423.000000 Penalty: 5501.466309
	Iteration 9Q: 3 clusters Score -9716423 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -9717167.000000 Penalty: 5501.466309
	Iteration 10Q: 3 clusters Score -9717167 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -9717516.000000 Penalty: 5501.466309
	Iteration 11Q: 3 clusters Score -9717516 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -9717774.000000 Penalty: 5501.466309
	Iteration 12Q: 3 clusters Score -9717774 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -9717885.000000 Penalty: 5501.466309
	Iteration 13Q: 3 clusters Score -9717885 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -9718038.000000 Penalty: 5501.466309
	Iteration 14Q: 3 clusters Score -9718038 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -9718115.000000 Penalty: 5501.466309
	Iteration 15Q: 3 clusters Score -9718115 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -9718124.000000 Penalty: 5501.466309
	Iteration 16Q: 3 clusters Score -9718124 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -9718148.000000 Penalty: 5501.466309
	Iteration 17Q: 3 clusters Score -9718148 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -9718174.000000 Penalty: 5501.466309
	Iteration 18Q: 3 clusters Score -9718174 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -9718185.000000 Penalty: 5501.466309
	Iteration 19Q: 3 clusters Score -9718185 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -9718201.000000 Penalty: 5501.466309
	Iteration 20F: 3 clusters Score -9718201 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -9718204.000000 Penalty: 5501.466309
	Iteration 21Q: 3 clusters Score -9718204 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -9718256.000000 Penalty: 5501.466309
	Iteration 22Q: 3 clusters Score -9718256 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -9718243.000000 Penalty: 5501.466309
	Iteration 23Q: 3 clusters Score -9718243 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -9718300.000000 Penalty: 5501.466309
	Iteration 24Q: 3 clusters Score -9718300 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -9718350.000000 Penalty: 5501.466309
	Iteration 25Q: 3 clusters Score -9718350 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -9718356.000000 Penalty: 5501.466309
	Iteration 26Q: 3 clusters Score -9718356 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -9718368.000000 Penalty: 5501.466309
	Iteration 27Q: 3 clusters Score -9718368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9718372.000000 Penalty: 5501.466309
	Iteration 28Q: 3 clusters Score -9718372 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -9718405.000000 Penalty: 5501.466309
	Iteration 29Q: 3 clusters Score -9718405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9718408.000000 Penalty: 5501.466309
	Iteration 30Q: 3 clusters Score -9718408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -9718407.000000 Penalty: 5501.466309
	Iteration 31Q: 3 clusters Score -9718407 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -9718399.000000 Penalty: 5501.466309
	Iteration 32Q: 3 clusters Score -9718399 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -9718416.000000 Penalty: 5501.466309
	Iteration 33Q: 3 clusters Score -9718416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -9718431.000000 Penalty: 5501.466309
	Iteration 34Q: 3 clusters Score -9718431 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -9718467.000000 Penalty: 5501.466309
	Iteration 35Q: 3 clusters Score -9718467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -9718469.000000 Penalty: 5501.466309
	Iteration 36Q: 3 clusters Score -9718469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9718492.000000 Penalty: 5501.466309
	Iteration 37Q: 3 clusters Score -9718492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -9718459.000000 Penalty: 5501.466309
	Iteration 38Q: 3 clusters Score -9718459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -9718470.000000 Penalty: 5501.466309
	Iteration 39Q: 3 clusters Score -9718470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -9718469.000000 Penalty: 5501.466309
	Iteration 40F: 3 clusters Score -9718469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -9718462.000000 Penalty: 5501.466309
	Iteration 41Q: 3 clusters Score -9718462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -9718477.000000 Penalty: 5501.466309
	Iteration 42Q: 3 clusters Score -9718477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -9718459.000000 Penalty: 5501.466309
	Iteration 43Q: 3 clusters Score -9718459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -9718463.000000 Penalty: 5501.466309
	Iteration 44Q: 3 clusters Score -9718463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -9718476.000000 Penalty: 5501.466309
	Iteration 45Q: 3 clusters Score -9718476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -9718480.000000 Penalty: 5501.466309
	Iteration 46Q: 3 clusters Score -9718480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -9718478.000000 Penalty: 5501.466309
	Iteration 47Q: 3 clusters Score -9718478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -9718476.000000 Penalty: 5501.466309
	Iteration 48Q: 3 clusters Score -9718476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -9718470.000000 Penalty: 5501.466309
	Iteration 49Q: 3 clusters Score -9718470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -9718463.000000 Penalty: 5501.466309
	Iteration 50Q: 3 clusters Score -9718463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -9718474.000000 Penalty: 5501.466309
	Iteration 51Q: 3 clusters Score -9718474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -9718466.000000 Penalty: 5501.466309
	Iteration 52Q: 3 clusters Score -9718466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -9718472.000000 Penalty: 5501.466309
	Iteration 53Q: 3 clusters Score -9718472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -9718462.000000 Penalty: 5501.466309
	Iteration 54Q: 3 clusters Score -9718462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -9718463.000000 Penalty: 5501.466309
	Iteration 55Q: 3 clusters Score -9718463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -9718465.000000 Penalty: 5501.466309
	Iteration 56Q: 3 clusters Score -9718465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50056 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -9718468.000000 Penalty: 5501.466309
	Iteration 57Q: 3 clusters Score -9718468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -9718467.000000 Penalty: 5501.466309
	Iteration 58Q: 3 clusters Score -9718467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -9718470.000000 Penalty: 5501.466309
	Iteration 59Q: 3 clusters Score -9718470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -9718454.000000 Penalty: 5501.466309
	Iteration 60F: 3 clusters Score -9718454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -9718457.000000 Penalty: 5501.466309
	Iteration 61Q: 3 clusters Score -9718457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -9718457.000000 Penalty: 5501.466309
	Iteration 62Q: 3 clusters Score -9718457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -9718448.000000 Penalty: 5501.466309
	Iteration 63Q: 3 clusters Score -9718448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -9718465.000000 Penalty: 5501.466309
	Iteration 64Q: 3 clusters Score -9718465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -9718464.000000 Penalty: 5501.466309
	Iteration 65Q: 3 clusters Score -9718464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -9718459.000000 Penalty: 5501.466309
	Iteration 66Q: 3 clusters Score -9718459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -9718458.000000 Penalty: 5501.466309
	Iteration 67Q: 3 clusters Score -9718458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -9718458.000000 Penalty: 5501.466309
	Iteration 68Q: 3 clusters Score -9718458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -9718458.000000 Penalty: 5501.466309
	Iteration 69Q: 3 clusters Score -9718458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -9718458.000000 Penalty: 5501.466309
	Iteration 70Q: 3 clusters Score -9718458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9718457.000000 Penalty: 5501.466309
	Iteration 71Q: 3 clusters Score -9718457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -9718458.000000 Penalty: 5501.466309
	Iteration 72Q: 3 clusters Score -9718458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -9718451.000000 Penalty: 5501.466309
	Iteration 73Q: 3 clusters Score -9718451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -9718448.000000 Penalty: 5501.466309
	Iteration 74Q: 3 clusters Score -9718448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -9718449.000000 Penalty: 5501.466309
	Iteration 75Q: 3 clusters Score -9718449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -9718449.000000 Penalty: 5501.466309
	Iteration 76F: 3 clusters Score -9718449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 15634 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Entering Unmasked Estep 
Score: -114862600.000000 Penalty: 87667.273438
Splitting cluster 5 changes total score from -114856616.000000 to -114862600.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (53304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Entering Unmasked Estep 
Score: -7900262.000000 Penalty: 2699.174072
	Iteration 0F: 2 clusters Score -7900262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -7864600.000000 Penalty: 5398.348145
	Iteration 0F: 3 clusters Score -7864600 nChanged 24783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -7878525.500000 Penalty: 5398.348145
	Iteration 1F: 3 clusters Score -7878526 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -7879723.500000 Penalty: 5398.348145
	Iteration 2Q: 3 clusters Score -7879724 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7881436.000000 Penalty: 5398.348145
	Iteration 3F: 3 clusters Score -7881436 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -7884087.500000 Penalty: 5398.348145
	Iteration 4F: 3 clusters Score -7884088 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -7887359.500000 Penalty: 5398.348145
	Iteration 5F: 3 clusters Score -7887360 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -7890731.000000 Penalty: 5398.348145
	Iteration 6F: 3 clusters Score -7890731 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -7893717.500000 Penalty: 5398.348145
	Iteration 7F: 3 clusters Score -7893718 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -7896132.000000 Penalty: 5398.348145
	Iteration 8F: 3 clusters Score -7896132 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7897736.500000 Penalty: 5398.348145
	Iteration 9Q: 3 clusters Score -7897736 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7898654.000000 Penalty: 5398.348145
	Iteration 10Q: 3 clusters Score -7898654 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -7899166.500000 Penalty: 5398.348145
	Iteration 11Q: 3 clusters Score -7899166 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -7899460.000000 Penalty: 5398.348145
	Iteration 12Q: 3 clusters Score -7899460 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -7899645.000000 Penalty: 5398.348145
	Iteration 13Q: 3 clusters Score -7899645 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -7899748.000000 Penalty: 5398.348145
	Iteration 14Q: 3 clusters Score -7899748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -7899833.500000 Penalty: 5398.348145
	Iteration 15Q: 3 clusters Score -7899834 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -7899919.500000 Penalty: 5398.348145
	Iteration 16Q: 3 clusters Score -7899920 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -7899959.000000 Penalty: 5398.348145
	Iteration 17Q: 3 clusters Score -7899959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -7899977.000000 Penalty: 5398.348145
	Iteration 18Q: 3 clusters Score -7899977 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -7899997.000000 Penalty: 5398.348145
	Iteration 19Q: 3 clusters Score -7899997 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -7900010.500000 Penalty: 5398.348145
	Iteration 20F: 3 clusters Score -7900010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -7900026.000000 Penalty: 5398.348145
	Iteration 21Q: 3 clusters Score -7900026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -7900031.000000 Penalty: 5398.348145
	Iteration 22Q: 3 clusters Score -7900031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -7900042.000000 Penalty: 5398.348145
	Iteration 23Q: 3 clusters Score -7900042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -7900036.500000 Penalty: 5398.348145
	Iteration 24Q: 3 clusters Score -7900036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -7900044.000000 Penalty: 5398.348145
	Iteration 25Q: 3 clusters Score -7900044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -7900071.000000 Penalty: 5398.348145
	Iteration 26Q: 3 clusters Score -7900071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -7900057.500000 Penalty: 5398.348145
	Iteration 27Q: 3 clusters Score -7900058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -7900063.000000 Penalty: 5398.348145
	Iteration 28Q: 3 clusters Score -7900063 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -7900064.000000 Penalty: 5398.348145
	Iteration 29Q: 3 clusters Score -7900064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -7900064.500000 Penalty: 5398.348145
	Iteration 30Q: 3 clusters Score -7900064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7900066.500000 Penalty: 5398.348145
	Iteration 31Q: 3 clusters Score -7900066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -7900082.500000 Penalty: 5398.348145
	Iteration 32Q: 3 clusters Score -7900082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -7900074.500000 Penalty: 5398.348145
	Iteration 33Q: 3 clusters Score -7900074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7900077.000000 Penalty: 5398.348145
	Iteration 34Q: 3 clusters Score -7900077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -7900090.000000 Penalty: 5398.348145
	Iteration 35Q: 3 clusters Score -7900090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -7900079.000000 Penalty: 5398.348145
	Iteration 36Q: 3 clusters Score -7900079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -7900074.000000 Penalty: 5398.348145
	Iteration 37Q: 3 clusters Score -7900074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -7900072.000000 Penalty: 5398.348145
	Iteration 38Q: 3 clusters Score -7900072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -7900084.500000 Penalty: 5398.348145
	Iteration 39Q: 3 clusters Score -7900084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -7900089.500000 Penalty: 5398.348145
	Iteration 40F: 3 clusters Score -7900090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -7900091.500000 Penalty: 5398.348145
	Iteration 41Q: 3 clusters Score -7900092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -7900093.000000 Penalty: 5398.348145
	Iteration 42Q: 3 clusters Score -7900093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -7900092.500000 Penalty: 5398.348145
	Iteration 43Q: 3 clusters Score -7900092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -7900092.500000 Penalty: 5398.348145
	Iteration 44F: 3 clusters Score -7900092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Entering Unmasked Estep 
Score: -2241006.750000 Penalty: 2394.986572
	Iteration 0F: 2 clusters Score -2241007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2230040.000000 Penalty: 4789.973145
	Iteration 0F: 3 clusters Score -2230040 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2237763.750000 Penalty: 4789.973145
	Iteration 1F: 3 clusters Score -2237764 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2242332.000000 Penalty: 4789.973145
	Iteration 2F: 3 clusters Score -2242332 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2244585.000000 Penalty: 4789.973145
	Iteration 3F: 3 clusters Score -2244585 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2246776.000000 Penalty: 4789.973145
	Iteration 4F: 3 clusters Score -2246776 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2248418.000000 Penalty: 4789.973145
	Iteration 5F: 3 clusters Score -2248418 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2249229.750000 Penalty: 4789.973145
	Iteration 6F: 3 clusters Score -2249230 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2249565.750000 Penalty: 4789.973145
	Iteration 7Q: 3 clusters Score -2249566 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2249744.000000 Penalty: 4789.973145
	Iteration 8Q: 3 clusters Score -2249744 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2249857.500000 Penalty: 4789.973145
	Iteration 9Q: 3 clusters Score -2249858 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2249910.250000 Penalty: 4789.973145
	Iteration 10Q: 3 clusters Score -2249910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2249934.750000 Penalty: 4789.973145
	Iteration 11Q: 3 clusters Score -2249935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -2249938.250000 Penalty: 4789.973145
	Iteration 12Q: 3 clusters Score -2249938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2249940.250000 Penalty: 4789.973145
	Iteration 13Q: 3 clusters Score -2249940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2249950.500000 Penalty: 4789.973145
	Iteration 14Q: 3 clusters Score -2249950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2249955.500000 Penalty: 4789.973145
	Iteration 15Q: 3 clusters Score -2249956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2249951.000000 Penalty: 4789.973145
	Iteration 16Q: 3 clusters Score -2249951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2249957.750000 Penalty: 4789.973145
	Iteration 17Q: 3 clusters Score -2249958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2249963.500000 Penalty: 4789.973145
	Iteration 18Q: 3 clusters Score -2249964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2249960.500000 Penalty: 4789.973145
	Iteration 19Q: 3 clusters Score -2249960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2249981.750000 Penalty: 4789.973145
	Iteration 20F: 3 clusters Score -2249982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2249989.250000 Penalty: 4789.973145
	Iteration 21Q: 3 clusters Score -2249989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2249989.500000 Penalty: 4789.973145
	Iteration 22Q: 3 clusters Score -2249990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2249991.250000 Penalty: 4789.973145
	Iteration 23Q: 3 clusters Score -2249991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2249995.000000 Penalty: 4789.973145
	Iteration 24Q: 3 clusters Score -2249995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2250001.000000 Penalty: 4789.973145
	Iteration 25Q: 3 clusters Score -2250001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2250002.500000 Penalty: 4789.973145
	Iteration 26Q: 3 clusters Score -2250002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2250007.750000 Penalty: 4789.973145
	Iteration 27Q: 3 clusters Score -2250008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2250009.250000 Penalty: 4789.973145
	Iteration 28Q: 3 clusters Score -2250009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2250008.250000 Penalty: 4789.973145
	Iteration 29Q: 3 clusters Score -2250008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2250020.750000 Penalty: 4789.973145
	Iteration 30Q: 3 clusters Score -2250021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2250042.000000 Penalty: 4789.973145
	Iteration 31Q: 3 clusters Score -2250042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2250114.250000 Penalty: 4789.973145
	Iteration 32Q: 3 clusters Score -2250114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2250388.250000 Penalty: 4789.973145
	Iteration 33Q: 3 clusters Score -2250388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2251263.500000 Penalty: 4789.973145
	Iteration 34Q: 3 clusters Score -2251264 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2252431.500000 Penalty: 4789.973145
	Iteration 35Q: 3 clusters Score -2252432 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2252854.000000 Penalty: 4789.973145
	Iteration 36Q: 3 clusters Score -2252854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2252956.000000 Penalty: 4789.973145
	Iteration 37Q: 3 clusters Score -2252956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2252990.000000 Penalty: 4789.973145
	Iteration 38Q: 3 clusters Score -2252990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2252997.500000 Penalty: 4789.973145
	Iteration 39Q: 3 clusters Score -2252998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2252998.750000 Penalty: 4789.973145
	Iteration 40F: 3 clusters Score -2252999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2253001.500000 Penalty: 4789.973145
	Iteration 41Q: 3 clusters Score -2253002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2253005.000000 Penalty: 4789.973145
	Iteration 42Q: 3 clusters Score -2253005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2253005.000000 Penalty: 4789.973145
	Iteration 43F: 3 clusters Score -2253005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 10061 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Entering Unmasked Estep 
Score: -114873632.000000 Penalty: 91039.093750
Splitting cluster 7 changes total score from -114856616.000000 to -114873632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1367350.625000 Penalty: 2285.672607
	Iteration 0F: 2 clusters Score -1367351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1359675.375000 Penalty: 4571.345215
	Iteration 0F: 3 clusters Score -1359675 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1362321.500000 Penalty: 4571.345215
	Iteration 1F: 3 clusters Score -1362322 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1363071.500000 Penalty: 4571.345215
	Iteration 2F: 3 clusters Score -1363072 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1363748.500000 Penalty: 4571.345215
	Iteration 3F: 3 clusters Score -1363748 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1364286.250000 Penalty: 4571.345215
	Iteration 4F: 3 clusters Score -1364286 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1364696.875000 Penalty: 4571.345215
	Iteration 5F: 3 clusters Score -1364697 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1365037.625000 Penalty: 4571.345215
	Iteration 6Q: 3 clusters Score -1365038 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1365310.250000 Penalty: 4571.345215
	Iteration 7Q: 3 clusters Score -1365310 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1365510.625000 Penalty: 4571.345215
	Iteration 8Q: 3 clusters Score -1365511 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1365666.500000 Penalty: 4571.345215
	Iteration 9Q: 3 clusters Score -1365666 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1365819.500000 Penalty: 4571.345215
	Iteration 10Q: 3 clusters Score -1365820 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1365986.000000 Penalty: 4571.345215
	Iteration 11Q: 3 clusters Score -1365986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1366196.000000 Penalty: 4571.345215
	Iteration 12Q: 3 clusters Score -1366196 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1366475.000000 Penalty: 4571.345215
	Iteration 13Q: 3 clusters Score -1366475 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1366717.125000 Penalty: 4571.345215
	Iteration 14Q: 3 clusters Score -1366717 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1366895.875000 Penalty: 4571.345215
	Iteration 15Q: 3 clusters Score -1366896 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1367021.750000 Penalty: 4571.345215
	Iteration 16Q: 3 clusters Score -1367022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1367097.250000 Penalty: 4571.345215
	Iteration 17Q: 3 clusters Score -1367097 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1367149.875000 Penalty: 4571.345215
	Iteration 18Q: 3 clusters Score -1367150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1367178.125000 Penalty: 4571.345215
	Iteration 19Q: 3 clusters Score -1367178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1367215.750000 Penalty: 4571.345215
	Iteration 20F: 3 clusters Score -1367216 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1367240.125000 Penalty: 4571.345215
	Iteration 21Q: 3 clusters Score -1367240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1367252.250000 Penalty: 4571.345215
	Iteration 22Q: 3 clusters Score -1367252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1367274.375000 Penalty: 4571.345215
	Iteration 23Q: 3 clusters Score -1367274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1367289.000000 Penalty: 4571.345215
	Iteration 24Q: 3 clusters Score -1367289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1367305.625000 Penalty: 4571.345215
	Iteration 25Q: 3 clusters Score -1367306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1367328.875000 Penalty: 4571.345215
	Iteration 26Q: 3 clusters Score -1367329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1367350.625000 Penalty: 4571.345215
	Iteration 27Q: 3 clusters Score -1367351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1367368.375000 Penalty: 4571.345215
	Iteration 28Q: 3 clusters Score -1367368 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1367385.250000 Penalty: 4571.345215
	Iteration 29Q: 3 clusters Score -1367385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1367406.250000 Penalty: 4571.345215
	Iteration 30Q: 3 clusters Score -1367406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1367422.250000 Penalty: 4571.345215
	Iteration 31Q: 3 clusters Score -1367422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1367440.625000 Penalty: 4571.345215
	Iteration 32Q: 3 clusters Score -1367441 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1367464.500000 Penalty: 4571.345215
	Iteration 33Q: 3 clusters Score -1367464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1367499.125000 Penalty: 4571.345215
	Iteration 34Q: 3 clusters Score -1367499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1367547.375000 Penalty: 4571.345215
	Iteration 35Q: 3 clusters Score -1367547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1367622.500000 Penalty: 4571.345215
	Iteration 36Q: 3 clusters Score -1367622 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1367728.000000 Penalty: 4571.345215
	Iteration 37Q: 3 clusters Score -1367728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1367827.000000 Penalty: 4571.345215
	Iteration 38Q: 3 clusters Score -1367827 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1367934.125000 Penalty: 4571.345215
	Iteration 39Q: 3 clusters Score -1367934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1368031.875000 Penalty: 4571.345215
	Iteration 40F: 3 clusters Score -1368032 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1368128.375000 Penalty: 4571.345215
	Iteration 41Q: 3 clusters Score -1368128 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1368192.875000 Penalty: 4571.345215
	Iteration 42Q: 3 clusters Score -1368193 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1368250.625000 Penalty: 4571.345215
	Iteration 43Q: 3 clusters Score -1368251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1368301.125000 Penalty: 4571.345215
	Iteration 44Q: 3 clusters Score -1368301 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1368334.125000 Penalty: 4571.345215
	Iteration 45Q: 3 clusters Score -1368334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1368352.125000 Penalty: 4571.345215
	Iteration 46Q: 3 clusters Score -1368352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1368375.750000 Penalty: 4571.345215
	Iteration 47Q: 3 clusters Score -1368376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1368382.375000 Penalty: 4571.345215
	Iteration 48Q: 3 clusters Score -1368382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1368383.250000 Penalty: 4571.345215
	Iteration 49Q: 3 clusters Score -1368383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1368384.875000 Penalty: 4571.345215
	Iteration 50Q: 3 clusters Score -1368385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1368388.500000 Penalty: 4571.345215
	Iteration 51Q: 3 clusters Score -1368388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1368390.000000 Penalty: 4571.345215
	Iteration 52Q: 3 clusters Score -1368390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1368390.375000 Penalty: 4571.345215
	Iteration 53Q: 3 clusters Score -1368390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1368388.500000 Penalty: 4571.345215
	Iteration 54Q: 3 clusters Score -1368388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1368388.250000 Penalty: 4571.345215
	Iteration 55Q: 3 clusters Score -1368388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1368391.125000 Penalty: 4571.345215
	Iteration 56Q: 3 clusters Score -1368391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1368388.750000 Penalty: 4571.345215
	Iteration 57Q: 3 clusters Score -1368389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1368389.750000 Penalty: 4571.345215
	Iteration 58Q: 3 clusters Score -1368390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1368390.125000 Penalty: 4571.345215
	Iteration 59Q: 3 clusters Score -1368390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1368389.500000 Penalty: 4571.345215
	Iteration 60F: 3 clusters Score -1368390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1368390.250000 Penalty: 4571.345215
	Iteration 61Q: 3 clusters Score -1368390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1368393.000000 Penalty: 4571.345215
	Iteration 62Q: 3 clusters Score -1368393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1368391.250000 Penalty: 4571.345215
	Iteration 63Q: 3 clusters Score -1368391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1368394.000000 Penalty: 4571.345215
	Iteration 64Q: 3 clusters Score -1368394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1368393.875000 Penalty: 4571.345215
	Iteration 65Q: 3 clusters Score -1368394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1368392.250000 Penalty: 4571.345215
	Iteration 66Q: 3 clusters Score -1368392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1368396.125000 Penalty: 4571.345215
	Iteration 67Q: 3 clusters Score -1368396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1368398.750000 Penalty: 4571.345215
	Iteration 68Q: 3 clusters Score -1368399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1368399.750000 Penalty: 4571.345215
	Iteration 69Q: 3 clusters Score -1368400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1368396.375000 Penalty: 4571.345215
	Iteration 70Q: 3 clusters Score -1368396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1368397.500000 Penalty: 4571.345215
	Iteration 71Q: 3 clusters Score -1368398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1368400.750000 Penalty: 4571.345215
	Iteration 72Q: 3 clusters Score -1368401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1368404.250000 Penalty: 4571.345215
	Iteration 73Q: 3 clusters Score -1368404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1368403.375000 Penalty: 4571.345215
	Iteration 74Q: 3 clusters Score -1368403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1368403.125000 Penalty: 4571.345215
	Iteration 75Q: 3 clusters Score -1368403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1368402.750000 Penalty: 4571.345215
	Iteration 76Q: 3 clusters Score -1368403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1368404.000000 Penalty: 4571.345215
	Iteration 77Q: 3 clusters Score -1368404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1368404.250000 Penalty: 4571.345215
	Iteration 78Q: 3 clusters Score -1368404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1368404.250000 Penalty: 4571.345215
	Iteration 79F: 3 clusters Score -1368404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 136906 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Entering Unmasked Estep 
Score: -114873576.000000 Penalty: 94410.914062
Splitting cluster 8 changes total score from -114856616.000000 to -114873576.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (136906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136906 members 
Entering Unmasked Estep 
Score: -20298438.000000 Penalty: 2933.108398
	Iteration 0F: 2 clusters Score -2.029844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -20209502.000000 Penalty: 5866.216797
	Iteration 0F: 3 clusters Score -2.02095e+07 nChanged 65259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -20247330.000000 Penalty: 5866.216797
	Iteration 1F: 3 clusters Score -2.024733e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64205 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -20248874.000000 Penalty: 5866.216797
	Iteration 2Q: 3 clusters Score -2.024887e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -20250820.000000 Penalty: 5866.216797
	Iteration 3Q: 3 clusters Score -2.025082e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -20253856.000000 Penalty: 5866.216797
	Iteration 4Q: 3 clusters Score -2.025386e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -20258504.000000 Penalty: 5866.216797
	Iteration 5F: 3 clusters Score -2.02585e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 90191 members 
Entering Unmasked Estep 
Score: -20264858.000000 Penalty: 5866.216797
	Iteration 6F: 3 clusters Score -2.026486e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -20271760.000000 Penalty: 5866.216797
	Iteration 7F: 3 clusters Score -2.027176e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -20278558.000000 Penalty: 5866.216797
	Iteration 8F: 3 clusters Score -2.027856e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -20284140.000000 Penalty: 5866.216797
	Iteration 9F: 3 clusters Score -2.028414e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 115091 members 
Entering Unmasked Estep 
Score: -20287728.000000 Penalty: 5866.216797
	Iteration 10Q: 3 clusters Score -2.028773e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 118381 members 
Entering Unmasked Estep 
Score: -20289970.000000 Penalty: 5866.216797
	Iteration 11Q: 3 clusters Score -2.028997e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -20291404.000000 Penalty: 5866.216797
	Iteration 12Q: 3 clusters Score -2.02914e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 122957 members 
Entering Unmasked Estep 
Score: -20292346.000000 Penalty: 5866.216797
	Iteration 13Q: 3 clusters Score -2.029235e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 124718 members 
Entering Unmasked Estep 
Score: -20293010.000000 Penalty: 5866.216797
	Iteration 14Q: 3 clusters Score -2.029301e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 126269 members 
Entering Unmasked Estep 
Score: -20293578.000000 Penalty: 5866.216797
	Iteration 15Q: 3 clusters Score -2.029358e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 127569 members 
Entering Unmasked Estep 
Score: -20294002.000000 Penalty: 5866.216797
	Iteration 16Q: 3 clusters Score -2.0294e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 128758 members 
Entering Unmasked Estep 
Score: -20294468.000000 Penalty: 5866.216797
	Iteration 17Q: 3 clusters Score -2.029447e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 129755 members 
Entering Unmasked Estep 
Score: -20294832.000000 Penalty: 5866.216797
	Iteration 18Q: 3 clusters Score -2.029483e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 130612 members 
Entering Unmasked Estep 
Score: -20295166.000000 Penalty: 5866.216797
	Iteration 19Q: 3 clusters Score -2.029517e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 131336 members 
Entering Unmasked Estep 
Score: -20295550.000000 Penalty: 5866.216797
	Iteration 20F: 3 clusters Score -2.029555e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 131916 members 
Entering Unmasked Estep 
Score: -20295832.000000 Penalty: 5866.216797
	Iteration 21Q: 3 clusters Score -2.029583e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -20296136.000000 Penalty: 5866.216797
	Iteration 22Q: 3 clusters Score -2.029614e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 132812 members 
Entering Unmasked Estep 
Score: -20296470.000000 Penalty: 5866.216797
	Iteration 23Q: 3 clusters Score -2.029647e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 133128 members 
Entering Unmasked Estep 
Score: -20296740.000000 Penalty: 5866.216797
	Iteration 24Q: 3 clusters Score -2.029674e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 133346 members 
Entering Unmasked Estep 
Score: -20297158.000000 Penalty: 5866.216797
	Iteration 25Q: 3 clusters Score -2.029716e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 133419 members 
Entering Unmasked Estep 
Score: -20297624.000000 Penalty: 5866.216797
	Iteration 26Q: 3 clusters Score -2.029762e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 133347 members 
Entering Unmasked Estep 
Score: -20297858.000000 Penalty: 5866.216797
	Iteration 27Q: 3 clusters Score -2.029786e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 133234 members 
Entering Unmasked Estep 
Score: -20298042.000000 Penalty: 5866.216797
	Iteration 28Q: 3 clusters Score -2.029804e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -20298172.000000 Penalty: 5866.216797
	Iteration 29Q: 3 clusters Score -2.029817e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -20298238.000000 Penalty: 5866.216797
	Iteration 30Q: 3 clusters Score -2.029824e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 132886 members 
Entering Unmasked Estep 
Score: -20298308.000000 Penalty: 5866.216797
	Iteration 31Q: 3 clusters Score -2.029831e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -20298338.000000 Penalty: 5866.216797
	Iteration 32Q: 3 clusters Score -2.029834e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 132650 members 
Entering Unmasked Estep 
Score: -20298330.000000 Penalty: 5866.216797
	Iteration 33Q: 3 clusters Score -2.029833e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 132531 members 
Entering Unmasked Estep 
Score: -20298396.000000 Penalty: 5866.216797
	Iteration 34Q: 3 clusters Score -2.02984e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 132424 members 
Entering Unmasked Estep 
Score: -20298438.000000 Penalty: 5866.216797
	Iteration 35Q: 3 clusters Score -2.029844e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 132317 members 
Entering Unmasked Estep 
Score: -20298462.000000 Penalty: 5866.216797
	Iteration 36Q: 3 clusters Score -2.029846e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -20298478.000000 Penalty: 5866.216797
	Iteration 37Q: 3 clusters Score -2.029848e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 132132 members 
Entering Unmasked Estep 
Score: -20298538.000000 Penalty: 5866.216797
	Iteration 38Q: 3 clusters Score -2.029854e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 132051 members 
Entering Unmasked Estep 
Score: -20298564.000000 Penalty: 5866.216797
	Iteration 39Q: 3 clusters Score -2.029856e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 131976 members 
Entering Unmasked Estep 
Score: -20298628.000000 Penalty: 5866.216797
	Iteration 40F: 3 clusters Score -2.029863e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 131865 members 
Entering Unmasked Estep 
Score: -20298628.000000 Penalty: 5866.216797
	Iteration 41Q: 3 clusters Score -2.029863e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -20298668.000000 Penalty: 5866.216797
	Iteration 42Q: 3 clusters Score -2.029867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 131648 members 
Entering Unmasked Estep 
Score: -20298694.000000 Penalty: 5866.216797
	Iteration 43Q: 3 clusters Score -2.029869e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 131568 members 
Entering Unmasked Estep 
Score: -20298680.000000 Penalty: 5866.216797
	Iteration 44Q: 3 clusters Score -2.029868e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 131482 members 
Entering Unmasked Estep 
Score: -20298704.000000 Penalty: 5866.216797
	Iteration 45Q: 3 clusters Score -2.02987e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 131416 members 
Entering Unmasked Estep 
Score: -20298720.000000 Penalty: 5866.216797
	Iteration 46Q: 3 clusters Score -2.029872e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -20298720.000000 Penalty: 5866.216797
	Iteration 47Q: 3 clusters Score -2.029872e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -20298756.000000 Penalty: 5866.216797
	Iteration 48Q: 3 clusters Score -2.029876e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 131253 members 
Entering Unmasked Estep 
Score: -20298776.000000 Penalty: 5866.216797
	Iteration 49Q: 3 clusters Score -2.029878e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 131198 members 
Entering Unmasked Estep 
Score: -20298780.000000 Penalty: 5866.216797
	Iteration 50Q: 3 clusters Score -2.029878e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 131145 members 
Entering Unmasked Estep 
Score: -20298790.000000 Penalty: 5866.216797
	Iteration 51Q: 3 clusters Score -2.029879e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -20298816.000000 Penalty: 5866.216797
	Iteration 52Q: 3 clusters Score -2.029882e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 131075 members 
Entering Unmasked Estep 
Score: -20298830.000000 Penalty: 5866.216797
	Iteration 53Q: 3 clusters Score -2.029883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -20298842.000000 Penalty: 5866.216797
	Iteration 54Q: 3 clusters Score -2.029884e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -20298850.000000 Penalty: 5866.216797
	Iteration 55Q: 3 clusters Score -2.029885e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 130982 members 
Entering Unmasked Estep 
Score: -20298858.000000 Penalty: 5866.216797
	Iteration 56Q: 3 clusters Score -2.029886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5866.216797
	Iteration 57Q: 3 clusters Score -2.029887e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -20298884.000000 Penalty: 5866.216797
	Iteration 58Q: 3 clusters Score -2.029888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 130898 members 
Entering Unmasked Estep 
Score: -20298892.000000 Penalty: 5866.216797
	Iteration 59Q: 3 clusters Score -2.029889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 130860 members 
Entering Unmasked Estep 
Score: -20298896.000000 Penalty: 5866.216797
	Iteration 60F: 3 clusters Score -2.02989e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -20298878.000000 Penalty: 5866.216797
	Iteration 61Q: 3 clusters Score -2.029888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -20298862.000000 Penalty: 5866.216797
	Iteration 62Q: 3 clusters Score -2.029886e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 130789 members 
Entering Unmasked Estep 
Score: -20298870.000000 Penalty: 5866.216797
	Iteration 63Q: 3 clusters Score -2.029887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 130770 members 
Entering Unmasked Estep 
Score: -20298866.000000 Penalty: 5866.216797
	Iteration 64Q: 3 clusters Score -2.029887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -20298882.000000 Penalty: 5866.216797
	Iteration 65Q: 3 clusters Score -2.029888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 130753 members 
Entering Unmasked Estep 
Score: -20298892.000000 Penalty: 5866.216797
	Iteration 66Q: 3 clusters Score -2.029889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 130745 members 
Entering Unmasked Estep 
Score: -20298886.000000 Penalty: 5866.216797
	Iteration 67Q: 3 clusters Score -2.029889e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -20298870.000000 Penalty: 5866.216797
	Iteration 68Q: 3 clusters Score -2.029887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -20298870.000000 Penalty: 5866.216797
	Iteration 69Q: 3 clusters Score -2.029887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 130722 members 
Entering Unmasked Estep 
Score: -20298872.000000 Penalty: 5866.216797
	Iteration 70Q: 3 clusters Score -2.029887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 130719 members 
Entering Unmasked Estep 
Score: -20298876.000000 Penalty: 5866.216797
	Iteration 71Q: 3 clusters Score -2.029888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -20298878.000000 Penalty: 5866.216797
	Iteration 72Q: 3 clusters Score -2.029888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 130712 members 
Entering Unmasked Estep 
Score: -20298882.000000 Penalty: 5866.216797
	Iteration 73Q: 3 clusters Score -2.029888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 130705 members 
Entering Unmasked Estep 
Score: -20298874.000000 Penalty: 5866.216797
	Iteration 74Q: 3 clusters Score -2.029887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 130699 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5866.216797
	Iteration 75Q: 3 clusters Score -2.029887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -20298878.000000 Penalty: 5866.216797
	Iteration 76Q: 3 clusters Score -2.029888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 130688 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5866.216797
	Iteration 77Q: 3 clusters Score -2.029887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 130680 members 
Entering Unmasked Estep 
Score: -20298870.000000 Penalty: 5866.216797
	Iteration 78Q: 3 clusters Score -2.029887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 130678 members 
Entering Unmasked Estep 
Score: -20298870.000000 Penalty: 5866.216797
	Iteration 79Q: 3 clusters Score -2.029887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 130673 members 
Entering Unmasked Estep 
Score: -20298872.000000 Penalty: 5866.216797
	Iteration 80F: 3 clusters Score -2.029887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5866.216797
	Iteration 81Q: 3 clusters Score -2.029887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 130670 members 
Entering Unmasked Estep 
Score: -20298868.000000 Penalty: 5866.216797
	Iteration 82F: 3 clusters Score -2.029887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 40563 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Entering Unmasked Estep 
Score: -114873624.000000 Penalty: 97782.734375
Splitting cluster 9 changes total score from -114856616.000000 to -114873624.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (40563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Entering Unmasked Estep 
Score: -5943228.000000 Penalty: 2631.431641
	Iteration 0F: 2 clusters Score -5943228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5915791.000000 Penalty: 5262.863281
	Iteration 0F: 3 clusters Score -5915791 nChanged 18591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -5926997.500000 Penalty: 5262.863281
	Iteration 1F: 3 clusters Score -5926998 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -5929175.000000 Penalty: 5262.863281
	Iteration 2F: 3 clusters Score -5929175 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -5931867.000000 Penalty: 5262.863281
	Iteration 3F: 3 clusters Score -5931867 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -5934699.000000 Penalty: 5262.863281
	Iteration 4F: 3 clusters Score -5934699 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5937757.000000 Penalty: 5262.863281
	Iteration 5F: 3 clusters Score -5937757 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -5940430.500000 Penalty: 5262.863281
	Iteration 6F: 3 clusters Score -5940430 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -5942665.500000 Penalty: 5262.863281
	Iteration 7F: 3 clusters Score -5942666 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5944295.500000 Penalty: 5262.863281
	Iteration 8F: 3 clusters Score -5944296 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -5945422.500000 Penalty: 5262.863281
	Iteration 9Q: 3 clusters Score -5945422 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5946175.000000 Penalty: 5262.863281
	Iteration 10Q: 3 clusters Score -5946175 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5946652.500000 Penalty: 5262.863281
	Iteration 11Q: 3 clusters Score -5946652 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -5946950.500000 Penalty: 5262.863281
	Iteration 12Q: 3 clusters Score -5946950 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -5947110.500000 Penalty: 5262.863281
	Iteration 13Q: 3 clusters Score -5947110 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -5947255.000000 Penalty: 5262.863281
	Iteration 14Q: 3 clusters Score -5947255 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5947325.500000 Penalty: 5262.863281
	Iteration 15Q: 3 clusters Score -5947326 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5947386.000000 Penalty: 5262.863281
	Iteration 16Q: 3 clusters Score -5947386 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5947428.000000 Penalty: 5262.863281
	Iteration 17Q: 3 clusters Score -5947428 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5947490.000000 Penalty: 5262.863281
	Iteration 18Q: 3 clusters Score -5947490 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5947544.500000 Penalty: 5262.863281
	Iteration 19Q: 3 clusters Score -5947544 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -5947601.500000 Penalty: 5262.863281
	Iteration 20F: 3 clusters Score -5947602 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5947636.000000 Penalty: 5262.863281
	Iteration 21Q: 3 clusters Score -5947636 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -5947693.500000 Penalty: 5262.863281
	Iteration 22Q: 3 clusters Score -5947694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -5947754.500000 Penalty: 5262.863281
	Iteration 23Q: 3 clusters Score -5947754 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -5947841.000000 Penalty: 5262.863281
	Iteration 24Q: 3 clusters Score -5947841 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5948037.500000 Penalty: 5262.863281
	Iteration 25Q: 3 clusters Score -5948038 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5948314.500000 Penalty: 5262.863281
	Iteration 26Q: 3 clusters Score -5948314 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -5948696.000000 Penalty: 5262.863281
	Iteration 27Q: 3 clusters Score -5948696 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5949294.000000 Penalty: 5262.863281
	Iteration 28Q: 3 clusters Score -5949294 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5949911.000000 Penalty: 5262.863281
	Iteration 29Q: 3 clusters Score -5949911 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5950433.000000 Penalty: 5262.863281
	Iteration 30Q: 3 clusters Score -5950433 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5950932.500000 Penalty: 5262.863281
	Iteration 31Q: 3 clusters Score -5950932 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -5951510.500000 Penalty: 5262.863281
	Iteration 32Q: 3 clusters Score -5951510 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5952177.000000 Penalty: 5262.863281
	Iteration 33Q: 3 clusters Score -5952177 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5952852.500000 Penalty: 5262.863281
	Iteration 34Q: 3 clusters Score -5952852 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5953557.000000 Penalty: 5262.863281
	Iteration 35Q: 3 clusters Score -5953557 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5954187.000000 Penalty: 5262.863281
	Iteration 36Q: 3 clusters Score -5954187 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5954879.000000 Penalty: 5262.863281
	Iteration 37Q: 3 clusters Score -5954879 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -5955435.000000 Penalty: 5262.863281
	Iteration 38Q: 3 clusters Score -5955435 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5955805.000000 Penalty: 5262.863281
	Iteration 39Q: 3 clusters Score -5955805 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -5956005.000000 Penalty: 5262.863281
	Iteration 40F: 3 clusters Score -5956005 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -5956110.000000 Penalty: 5262.863281
	Iteration 41Q: 3 clusters Score -5956110 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -5956165.000000 Penalty: 5262.863281
	Iteration 42Q: 3 clusters Score -5956165 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -5956197.500000 Penalty: 5262.863281
	Iteration 43Q: 3 clusters Score -5956198 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5956201.500000 Penalty: 5262.863281
	Iteration 44Q: 3 clusters Score -5956202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -5956205.000000 Penalty: 5262.863281
	Iteration 45Q: 3 clusters Score -5956205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -5956210.500000 Penalty: 5262.863281
	Iteration 46Q: 3 clusters Score -5956210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -5956214.500000 Penalty: 5262.863281
	Iteration 47Q: 3 clusters Score -5956214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -5956214.500000 Penalty: 5262.863281
	Iteration 48Q: 3 clusters Score -5956214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -5956227.000000 Penalty: 5262.863281
	Iteration 49Q: 3 clusters Score -5956227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5956226.000000 Penalty: 5262.863281
	Iteration 50Q: 3 clusters Score -5956226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5956223.000000 Penalty: 5262.863281
	Iteration 51Q: 3 clusters Score -5956223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5956224.000000 Penalty: 5262.863281
	Iteration 52Q: 3 clusters Score -5956224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5956229.000000 Penalty: 5262.863281
	Iteration 53Q: 3 clusters Score -5956229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5956213.500000 Penalty: 5262.863281
	Iteration 54Q: 3 clusters Score -5956214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5956217.000000 Penalty: 5262.863281
	Iteration 55Q: 3 clusters Score -5956217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -5956218.000000 Penalty: 5262.863281
	Iteration 56Q: 3 clusters Score -5956218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -5956229.000000 Penalty: 5262.863281
	Iteration 57Q: 3 clusters Score -5956229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5956230.000000 Penalty: 5262.863281
	Iteration 58Q: 3 clusters Score -5956230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5956225.000000 Penalty: 5262.863281
	Iteration 59Q: 3 clusters Score -5956225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5956223.500000 Penalty: 5262.863281
	Iteration 60F: 3 clusters Score -5956224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5956228.000000 Penalty: 5262.863281
	Iteration 61Q: 3 clusters Score -5956228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5956222.500000 Penalty: 5262.863281
	Iteration 62Q: 3 clusters Score -5956222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5956225.000000 Penalty: 5262.863281
	Iteration 63Q: 3 clusters Score -5956225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -5956226.500000 Penalty: 5262.863281
	Iteration 64Q: 3 clusters Score -5956226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -5956222.500000 Penalty: 5262.863281
	Iteration 65Q: 3 clusters Score -5956222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -5956225.000000 Penalty: 5262.863281
	Iteration 66Q: 3 clusters Score -5956225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5956221.000000 Penalty: 5262.863281
	Iteration 67Q: 3 clusters Score -5956221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5956216.500000 Penalty: 5262.863281
	Iteration 68Q: 3 clusters Score -5956216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5956213.500000 Penalty: 5262.863281
	Iteration 69Q: 3 clusters Score -5956214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5956216.000000 Penalty: 5262.863281
	Iteration 70Q: 3 clusters Score -5956216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5956216.000000 Penalty: 5262.863281
	Iteration 71F: 3 clusters Score -5956216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 141772 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Entering Unmasked Estep 
Score: -114886120.000000 Penalty: 101154.546875
Splitting cluster 10 changes total score from -114856616.000000 to -114886120.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (13789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Entering Unmasked Estep 
Score: -1931147.375000 Penalty: 2363.843506
	Iteration 0F: 2 clusters Score -1931147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1921044.500000 Penalty: 4727.687012
	Iteration 0F: 3 clusters Score -1921044 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1924215.125000 Penalty: 4727.687012
	Iteration 1F: 3 clusters Score -1924215 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1924646.000000 Penalty: 4727.687012
	Iteration 2F: 3 clusters Score -1924646 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1925030.625000 Penalty: 4727.687012
	Iteration 3F: 3 clusters Score -1925031 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1925402.500000 Penalty: 4727.687012
	Iteration 4F: 3 clusters Score -1925402 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1925797.250000 Penalty: 4727.687012
	Iteration 5Q: 3 clusters Score -1925797 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1926159.375000 Penalty: 4727.687012
	Iteration 6Q: 3 clusters Score -1926159 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1926540.875000 Penalty: 4727.687012
	Iteration 7Q: 3 clusters Score -1926541 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1926882.750000 Penalty: 4727.687012
	Iteration 8Q: 3 clusters Score -1926883 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1927198.500000 Penalty: 4727.687012
	Iteration 9Q: 3 clusters Score -1927198 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1927460.375000 Penalty: 4727.687012
	Iteration 10Q: 3 clusters Score -1927460 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1927724.500000 Penalty: 4727.687012
	Iteration 11Q: 3 clusters Score -1927724 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1927973.500000 Penalty: 4727.687012
	Iteration 12Q: 3 clusters Score -1927974 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1928190.750000 Penalty: 4727.687012
	Iteration 13Q: 3 clusters Score -1928191 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1928380.625000 Penalty: 4727.687012
	Iteration 14Q: 3 clusters Score -1928381 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1928538.125000 Penalty: 4727.687012
	Iteration 15Q: 3 clusters Score -1928538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1928673.875000 Penalty: 4727.687012
	Iteration 16Q: 3 clusters Score -1928674 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1928769.625000 Penalty: 4727.687012
	Iteration 17Q: 3 clusters Score -1928770 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1928852.375000 Penalty: 4727.687012
	Iteration 18Q: 3 clusters Score -1928852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1928915.625000 Penalty: 4727.687012
	Iteration 19Q: 3 clusters Score -1928916 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1928969.000000 Penalty: 4727.687012
	Iteration 20F: 3 clusters Score -1928969 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1929018.625000 Penalty: 4727.687012
	Iteration 21Q: 3 clusters Score -1929019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1929066.625000 Penalty: 4727.687012
	Iteration 22Q: 3 clusters Score -1929067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1929093.125000 Penalty: 4727.687012
	Iteration 23Q: 3 clusters Score -1929093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1929122.000000 Penalty: 4727.687012
	Iteration 24Q: 3 clusters Score -1929122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1929157.875000 Penalty: 4727.687012
	Iteration 25Q: 3 clusters Score -1929158 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1929180.875000 Penalty: 4727.687012
	Iteration 26Q: 3 clusters Score -1929181 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1929210.750000 Penalty: 4727.687012
	Iteration 27Q: 3 clusters Score -1929211 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1929232.625000 Penalty: 4727.687012
	Iteration 28Q: 3 clusters Score -1929233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1929252.500000 Penalty: 4727.687012
	Iteration 29Q: 3 clusters Score -1929252 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1929279.750000 Penalty: 4727.687012
	Iteration 30Q: 3 clusters Score -1929280 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1929315.000000 Penalty: 4727.687012
	Iteration 31Q: 3 clusters Score -1929315 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1929355.000000 Penalty: 4727.687012
	Iteration 32Q: 3 clusters Score -1929355 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1929379.500000 Penalty: 4727.687012
	Iteration 33Q: 3 clusters Score -1929380 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1929407.875000 Penalty: 4727.687012
	Iteration 34Q: 3 clusters Score -1929408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1929427.250000 Penalty: 4727.687012
	Iteration 35Q: 3 clusters Score -1929427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1929443.000000 Penalty: 4727.687012
	Iteration 36Q: 3 clusters Score -1929443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1929458.125000 Penalty: 4727.687012
	Iteration 37Q: 3 clusters Score -1929458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1929470.250000 Penalty: 4727.687012
	Iteration 38Q: 3 clusters Score -1929470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1929481.125000 Penalty: 4727.687012
	Iteration 39Q: 3 clusters Score -1929481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1929480.875000 Penalty: 4727.687012
	Iteration 40F: 3 clusters Score -1929481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1929490.375000 Penalty: 4727.687012
	Iteration 41Q: 3 clusters Score -1929490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1929493.375000 Penalty: 4727.687012
	Iteration 42Q: 3 clusters Score -1929493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1929495.500000 Penalty: 4727.687012
	Iteration 43Q: 3 clusters Score -1929496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1929505.250000 Penalty: 4727.687012
	Iteration 44Q: 3 clusters Score -1929505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1929505.625000 Penalty: 4727.687012
	Iteration 45Q: 3 clusters Score -1929506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1929505.750000 Penalty: 4727.687012
	Iteration 46Q: 3 clusters Score -1929506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1929510.375000 Penalty: 4727.687012
	Iteration 47Q: 3 clusters Score -1929510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1929519.375000 Penalty: 4727.687012
	Iteration 48Q: 3 clusters Score -1929519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1929527.875000 Penalty: 4727.687012
	Iteration 49Q: 3 clusters Score -1929528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1929534.125000 Penalty: 4727.687012
	Iteration 50Q: 3 clusters Score -1929534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1929533.125000 Penalty: 4727.687012
	Iteration 51Q: 3 clusters Score -1929533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1929534.125000 Penalty: 4727.687012
	Iteration 52Q: 3 clusters Score -1929534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1929540.625000 Penalty: 4727.687012
	Iteration 53Q: 3 clusters Score -1929541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1929543.000000 Penalty: 4727.687012
	Iteration 54Q: 3 clusters Score -1929543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1929541.500000 Penalty: 4727.687012
	Iteration 55Q: 3 clusters Score -1929542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1929542.750000 Penalty: 4727.687012
	Iteration 56Q: 3 clusters Score -1929543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1929546.000000 Penalty: 4727.687012
	Iteration 57Q: 3 clusters Score -1929546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1929542.750000 Penalty: 4727.687012
	Iteration 58Q: 3 clusters Score -1929543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1929549.000000 Penalty: 4727.687012
	Iteration 59Q: 3 clusters Score -1929549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1929547.875000 Penalty: 4727.687012
	Iteration 60F: 3 clusters Score -1929548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1929546.875000 Penalty: 4727.687012
	Iteration 61Q: 3 clusters Score -1929547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1929546.875000 Penalty: 4727.687012
	Iteration 62Q: 3 clusters Score -1929547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1929546.250000 Penalty: 4727.687012
	Iteration 63Q: 3 clusters Score -1929546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1929546.250000 Penalty: 4727.687012
	Iteration 64F: 3 clusters Score -1929546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (141772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141772 members 
Entering Unmasked Estep 
Score: -21078092.000000 Penalty: 2941.770020
	Iteration 0F: 2 clusters Score -2.107809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -20986814.000000 Penalty: 5883.540039
	Iteration 0F: 3 clusters Score -2.098681e+07 nChanged 67679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -21027388.000000 Penalty: 5883.540039
	Iteration 1F: 3 clusters Score -2.102739e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69524 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -21030002.000000 Penalty: 5883.540039
	Iteration 2Q: 3 clusters Score -2.103e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68104 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -21034924.000000 Penalty: 5883.540039
	Iteration 3F: 3 clusters Score -2.103492e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -21042652.000000 Penalty: 5883.540039
	Iteration 4F: 3 clusters Score -2.104265e+07 nChanged 12545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -21055326.000000 Penalty: 5883.540039
	Iteration 5F: 3 clusters Score -2.105533e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -21070200.000000 Penalty: 5883.540039
	Iteration 6F: 3 clusters Score -2.10702e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -21080310.000000 Penalty: 5883.540039
	Iteration 7F: 3 clusters Score -2.108031e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 100763 members 
Entering Unmasked Estep 
Score: -21087036.000000 Penalty: 5883.540039
	Iteration 8Q: 3 clusters Score -2.108704e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 103308 members 
Entering Unmasked Estep 
Score: -21090780.000000 Penalty: 5883.540039
	Iteration 9Q: 3 clusters Score -2.109078e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 105279 members 
Entering Unmasked Estep 
Score: -21092306.000000 Penalty: 5883.540039
	Iteration 10Q: 3 clusters Score -2.109231e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -21092920.000000 Penalty: 5883.540039
	Iteration 11Q: 3 clusters Score -2.109292e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 108095 members 
Entering Unmasked Estep 
Score: -21093218.000000 Penalty: 5883.540039
	Iteration 12Q: 3 clusters Score -2.109322e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -21093392.000000 Penalty: 5883.540039
	Iteration 13Q: 3 clusters Score -2.109339e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 109979 members 
Entering Unmasked Estep 
Score: -21093596.000000 Penalty: 5883.540039
	Iteration 14Q: 3 clusters Score -2.10936e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -21093682.000000 Penalty: 5883.540039
	Iteration 15Q: 3 clusters Score -2.109368e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -21093760.000000 Penalty: 5883.540039
	Iteration 16Q: 3 clusters Score -2.109376e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 111703 members 
Entering Unmasked Estep 
Score: -21093784.000000 Penalty: 5883.540039
	Iteration 17Q: 3 clusters Score -2.109378e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -21093894.000000 Penalty: 5883.540039
	Iteration 18Q: 3 clusters Score -2.109389e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 112378 members 
Entering Unmasked Estep 
Score: -21093960.000000 Penalty: 5883.540039
	Iteration 19Q: 3 clusters Score -2.109396e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 112647 members 
Entering Unmasked Estep 
Score: -21093946.000000 Penalty: 5883.540039
	Iteration 20F: 3 clusters Score -2.109395e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 112873 members 
Entering Unmasked Estep 
Score: -21093896.000000 Penalty: 5883.540039
	Iteration 21Q: 3 clusters Score -2.10939e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -21093906.000000 Penalty: 5883.540039
	Iteration 22Q: 3 clusters Score -2.109391e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -21093898.000000 Penalty: 5883.540039
	Iteration 23Q: 3 clusters Score -2.10939e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
Score: -21093902.000000 Penalty: 5883.540039
	Iteration 24Q: 3 clusters Score -2.10939e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -21093914.000000 Penalty: 5883.540039
	Iteration 25Q: 3 clusters Score -2.109391e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 113529 members 
Entering Unmasked Estep 
Score: -21093970.000000 Penalty: 5883.540039
	Iteration 26Q: 3 clusters Score -2.109397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -21093976.000000 Penalty: 5883.540039
	Iteration 27Q: 3 clusters Score -2.109398e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -21093946.000000 Penalty: 5883.540039
	Iteration 28Q: 3 clusters Score -2.109395e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 113694 members 
Entering Unmasked Estep 
Score: -21093964.000000 Penalty: 5883.540039
	Iteration 29Q: 3 clusters Score -2.109396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 113736 members 
Entering Unmasked Estep 
Score: -21093976.000000 Penalty: 5883.540039
	Iteration 30Q: 3 clusters Score -2.109398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 113768 members 
Entering Unmasked Estep 
Score: -21093962.000000 Penalty: 5883.540039
	Iteration 31Q: 3 clusters Score -2.109396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -21093964.000000 Penalty: 5883.540039
	Iteration 32Q: 3 clusters Score -2.109396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -21093950.000000 Penalty: 5883.540039
	Iteration 33Q: 3 clusters Score -2.109395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 113815 members 
Entering Unmasked Estep 
Score: -21093958.000000 Penalty: 5883.540039
	Iteration 34Q: 3 clusters Score -2.109396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -21093966.000000 Penalty: 5883.540039
	Iteration 35Q: 3 clusters Score -2.109397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 113830 members 
Entering Unmasked Estep 
Score: -21093958.000000 Penalty: 5883.540039
	Iteration 36Q: 3 clusters Score -2.109396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 113838 members 
Entering Unmasked Estep 
Score: -21093958.000000 Penalty: 5883.540039
	Iteration 37Q: 3 clusters Score -2.109396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -21093964.000000 Penalty: 5883.540039
	Iteration 38Q: 3 clusters Score -2.109396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 113845 members 
Entering Unmasked Estep 
Score: -21093960.000000 Penalty: 5883.540039
	Iteration 39Q: 3 clusters Score -2.109396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -21093960.000000 Penalty: 5883.540039
	Iteration 40F: 3 clusters Score -2.109396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Entering Unmasked Estep 
Score: -114900104.000000 Penalty: 104526.367188
Splitting cluster 12 changes total score from -114856616.000000 to -114900104.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -382263.937500 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -382263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -379387.656250 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -379387.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -382150.343750 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -382150.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -385549.781250 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -385549.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -387283.250000 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -387283.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -387788.750000 Penalty: 3973.632324
	Iteration 4F: 3 clusters Score -387788.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -388053.937500 Penalty: 3973.632324
	Iteration 5Q: 3 clusters Score -388053.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -388154.906250 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -388154.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -388245.156250 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -388245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -388250.218750 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -388250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -388250.843750 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -388250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -388251.562500 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -388251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -388251.562500 Penalty: 3973.632324
	Iteration 11F: 3 clusters Score -388251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 20557 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Entering Unmasked Estep 
Score: -114904632.000000 Penalty: 107898.187500
Splitting cluster 13 changes total score from -114856616.000000 to -114904632.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (70069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70069 members 
Entering Unmasked Estep 
Score: -9784309.000000 Penalty: 2766.994629
	Iteration 0F: 2 clusters Score -9784309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9737194.000000 Penalty: 5533.989258
	Iteration 0F: 3 clusters Score -9737194 nChanged 32943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -9757606.000000 Penalty: 5533.989258
	Iteration 1F: 3 clusters Score -9757606 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -9760466.000000 Penalty: 5533.989258
	Iteration 2F: 3 clusters Score -9760466 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -9763833.000000 Penalty: 5533.989258
	Iteration 3F: 3 clusters Score -9763833 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -9767412.000000 Penalty: 5533.989258
	Iteration 4F: 3 clusters Score -9767412 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -9770826.000000 Penalty: 5533.989258
	Iteration 5F: 3 clusters Score -9770826 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9773773.000000 Penalty: 5533.989258
	Iteration 6F: 3 clusters Score -9773773 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -9776274.000000 Penalty: 5533.989258
	Iteration 7F: 3 clusters Score -9776274 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -9777948.000000 Penalty: 5533.989258
	Iteration 8Q: 3 clusters Score -9777948 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -9779066.000000 Penalty: 5533.989258
	Iteration 9Q: 3 clusters Score -9779066 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -9779851.000000 Penalty: 5533.989258
	Iteration 10Q: 3 clusters Score -9779851 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -9780480.000000 Penalty: 5533.989258
	Iteration 11Q: 3 clusters Score -9780480 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -9780944.000000 Penalty: 5533.989258
	Iteration 12Q: 3 clusters Score -9780944 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -9781290.000000 Penalty: 5533.989258
	Iteration 13Q: 3 clusters Score -9781290 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -9781475.000000 Penalty: 5533.989258
	Iteration 14Q: 3 clusters Score -9781475 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -9781730.000000 Penalty: 5533.989258
	Iteration 15Q: 3 clusters Score -9781730 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -9781996.000000 Penalty: 5533.989258
	Iteration 16Q: 3 clusters Score -9781996 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -9782182.000000 Penalty: 5533.989258
	Iteration 17Q: 3 clusters Score -9782182 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9782361.000000 Penalty: 5533.989258
	Iteration 18Q: 3 clusters Score -9782361 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -9782469.000000 Penalty: 5533.989258
	Iteration 19Q: 3 clusters Score -9782469 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -9782525.000000 Penalty: 5533.989258
	Iteration 20F: 3 clusters Score -9782525 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -9782608.000000 Penalty: 5533.989258
	Iteration 21Q: 3 clusters Score -9782608 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -9782662.000000 Penalty: 5533.989258
	Iteration 22Q: 3 clusters Score -9782662 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -9782704.000000 Penalty: 5533.989258
	Iteration 23Q: 3 clusters Score -9782704 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -9782732.000000 Penalty: 5533.989258
	Iteration 24Q: 3 clusters Score -9782732 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -9782783.000000 Penalty: 5533.989258
	Iteration 25Q: 3 clusters Score -9782783 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -9782816.000000 Penalty: 5533.989258
	Iteration 26Q: 3 clusters Score -9782816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -9782833.000000 Penalty: 5533.989258
	Iteration 27Q: 3 clusters Score -9782833 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -9782820.000000 Penalty: 5533.989258
	Iteration 28Q: 3 clusters Score -9782820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -9782829.000000 Penalty: 5533.989258
	Iteration 29Q: 3 clusters Score -9782829 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -9782860.000000 Penalty: 5533.989258
	Iteration 30Q: 3 clusters Score -9782860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9782856.000000 Penalty: 5533.989258
	Iteration 31Q: 3 clusters Score -9782856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -9782863.000000 Penalty: 5533.989258
	Iteration 32Q: 3 clusters Score -9782863 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9782853.000000 Penalty: 5533.989258
	Iteration 33Q: 3 clusters Score -9782853 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -9782893.000000 Penalty: 5533.989258
	Iteration 34Q: 3 clusters Score -9782893 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -9782893.000000 Penalty: 5533.989258
	Iteration 35Q: 3 clusters Score -9782893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -9782871.000000 Penalty: 5533.989258
	Iteration 36Q: 3 clusters Score -9782871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -9782878.000000 Penalty: 5533.989258
	Iteration 37Q: 3 clusters Score -9782878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -9782884.000000 Penalty: 5533.989258
	Iteration 38Q: 3 clusters Score -9782884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -9782880.000000 Penalty: 5533.989258
	Iteration 39Q: 3 clusters Score -9782880 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -9782894.000000 Penalty: 5533.989258
	Iteration 40F: 3 clusters Score -9782894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -9782921.000000 Penalty: 5533.989258
	Iteration 41Q: 3 clusters Score -9782921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -9782928.000000 Penalty: 5533.989258
	Iteration 42Q: 3 clusters Score -9782928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9782954.000000 Penalty: 5533.989258
	Iteration 43Q: 3 clusters Score -9782954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -9782966.000000 Penalty: 5533.989258
	Iteration 44Q: 3 clusters Score -9782966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -9782962.000000 Penalty: 5533.989258
	Iteration 45Q: 3 clusters Score -9782962 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -9782971.000000 Penalty: 5533.989258
	Iteration 46Q: 3 clusters Score -9782971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9782959.000000 Penalty: 5533.989258
	Iteration 47Q: 3 clusters Score -9782959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -9782958.000000 Penalty: 5533.989258
	Iteration 48Q: 3 clusters Score -9782958 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -9782958.000000 Penalty: 5533.989258
	Iteration 49Q: 3 clusters Score -9782958 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -9782946.000000 Penalty: 5533.989258
	Iteration 50Q: 3 clusters Score -9782946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -9782952.000000 Penalty: 5533.989258
	Iteration 51Q: 3 clusters Score -9782952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -9782956.000000 Penalty: 5533.989258
	Iteration 52Q: 3 clusters Score -9782956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -9782975.000000 Penalty: 5533.989258
	Iteration 53Q: 3 clusters Score -9782975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -9782995.000000 Penalty: 5533.989258
	Iteration 54Q: 3 clusters Score -9782995 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -9782983.000000 Penalty: 5533.989258
	Iteration 55Q: 3 clusters Score -9782983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -9782991.000000 Penalty: 5533.989258
	Iteration 56Q: 3 clusters Score -9782991 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -9783006.000000 Penalty: 5533.989258
	Iteration 57Q: 3 clusters Score -9783006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9783034.000000 Penalty: 5533.989258
	Iteration 58Q: 3 clusters Score -9783034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -9783044.000000 Penalty: 5533.989258
	Iteration 59Q: 3 clusters Score -9783044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -9783058.000000 Penalty: 5533.989258
	Iteration 60F: 3 clusters Score -9783058 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -9783070.000000 Penalty: 5533.989258
	Iteration 61Q: 3 clusters Score -9783070 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -9783084.000000 Penalty: 5533.989258
	Iteration 62Q: 3 clusters Score -9783084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -9783084.000000 Penalty: 5533.989258
	Iteration 63Q: 3 clusters Score -9783084 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -9783070.000000 Penalty: 5533.989258
	Iteration 64Q: 3 clusters Score -9783070 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -9783075.000000 Penalty: 5533.989258
	Iteration 65Q: 3 clusters Score -9783075 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -9783091.000000 Penalty: 5533.989258
	Iteration 66Q: 3 clusters Score -9783091 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -9783079.000000 Penalty: 5533.989258
	Iteration 67Q: 3 clusters Score -9783079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -9783064.000000 Penalty: 5533.989258
	Iteration 68Q: 3 clusters Score -9783064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -9783043.000000 Penalty: 5533.989258
	Iteration 69Q: 3 clusters Score -9783043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -9783037.000000 Penalty: 5533.989258
	Iteration 70Q: 3 clusters Score -9783037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -9783060.000000 Penalty: 5533.989258
	Iteration 71Q: 3 clusters Score -9783060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -9783089.000000 Penalty: 5533.989258
	Iteration 72Q: 3 clusters Score -9783089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -9783088.000000 Penalty: 5533.989258
	Iteration 73Q: 3 clusters Score -9783088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -9783095.000000 Penalty: 5533.989258
	Iteration 74Q: 3 clusters Score -9783095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -9783081.000000 Penalty: 5533.989258
	Iteration 75Q: 3 clusters Score -9783081 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9783085.000000 Penalty: 5533.989258
	Iteration 76Q: 3 clusters Score -9783085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -9783121.000000 Penalty: 5533.989258
	Iteration 77Q: 3 clusters Score -9783121 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -9783116.000000 Penalty: 5533.989258
	Iteration 78Q: 3 clusters Score -9783116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -9783116.000000 Penalty: 5533.989258
	Iteration 79Q: 3 clusters Score -9783116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -9783129.000000 Penalty: 5533.989258
	Iteration 80F: 3 clusters Score -9783129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9783130.000000 Penalty: 5533.989258
	Iteration 81Q: 3 clusters Score -9783130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -9783123.000000 Penalty: 5533.989258
	Iteration 82Q: 3 clusters Score -9783123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -9783130.000000 Penalty: 5533.989258
	Iteration 83Q: 3 clusters Score -9783130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -9783146.000000 Penalty: 5533.989258
	Iteration 84Q: 3 clusters Score -9783146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -9783145.000000 Penalty: 5533.989258
	Iteration 85Q: 3 clusters Score -9783145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -9783155.000000 Penalty: 5533.989258
	Iteration 86Q: 3 clusters Score -9783155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -9783149.000000 Penalty: 5533.989258
	Iteration 87Q: 3 clusters Score -9783149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -9783164.000000 Penalty: 5533.989258
	Iteration 88Q: 3 clusters Score -9783164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -9783145.000000 Penalty: 5533.989258
	Iteration 89Q: 3 clusters Score -9783145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -9783136.000000 Penalty: 5533.989258
	Iteration 90Q: 3 clusters Score -9783136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -9783148.000000 Penalty: 5533.989258
	Iteration 91Q: 3 clusters Score -9783148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -9783137.000000 Penalty: 5533.989258
	Iteration 92Q: 3 clusters Score -9783137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -9783144.000000 Penalty: 5533.989258
	Iteration 93Q: 3 clusters Score -9783144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -9783146.000000 Penalty: 5533.989258
	Iteration 94Q: 3 clusters Score -9783146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -9783152.000000 Penalty: 5533.989258
	Iteration 95Q: 3 clusters Score -9783152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -9783144.000000 Penalty: 5533.989258
	Iteration 96Q: 3 clusters Score -9783144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -9783138.000000 Penalty: 5533.989258
	Iteration 97Q: 3 clusters Score -9783138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -9783152.000000 Penalty: 5533.989258
	Iteration 98Q: 3 clusters Score -9783152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -9783141.000000 Penalty: 5533.989258
	Iteration 99Q: 3 clusters Score -9783141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -9783142.000000 Penalty: 5533.989258
	Iteration 100F: 3 clusters Score -9783142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -9783144.000000 Penalty: 5533.989258
	Iteration 101Q: 3 clusters Score -9783144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -9783142.000000 Penalty: 5533.989258
	Iteration 102Q: 3 clusters Score -9783142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -9783146.000000 Penalty: 5533.989258
	Iteration 103Q: 3 clusters Score -9783146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -9783153.000000 Penalty: 5533.989258
	Iteration 104Q: 3 clusters Score -9783153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -9783149.000000 Penalty: 5533.989258
	Iteration 105Q: 3 clusters Score -9783149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -9783150.000000 Penalty: 5533.989258
	Iteration 106Q: 3 clusters Score -9783150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -9783165.000000 Penalty: 5533.989258
	Iteration 107Q: 3 clusters Score -9783165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9783159.000000 Penalty: 5533.989258
	Iteration 108Q: 3 clusters Score -9783159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -9783173.000000 Penalty: 5533.989258
	Iteration 109Q: 3 clusters Score -9783173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -9783168.000000 Penalty: 5533.989258
	Iteration 110Q: 3 clusters Score -9783168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -9783179.000000 Penalty: 5533.989258
	Iteration 111Q: 3 clusters Score -9783179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -9783178.000000 Penalty: 5533.989258
	Iteration 112Q: 3 clusters Score -9783178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -9783162.000000 Penalty: 5533.989258
	Iteration 113Q: 3 clusters Score -9783162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -9783166.000000 Penalty: 5533.989258
	Iteration 114Q: 3 clusters Score -9783166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -9783170.000000 Penalty: 5533.989258
	Iteration 115Q: 3 clusters Score -9783170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -9783176.000000 Penalty: 5533.989258
	Iteration 116Q: 3 clusters Score -9783176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -9783184.000000 Penalty: 5533.989258
	Iteration 117Q: 3 clusters Score -9783184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -9783179.000000 Penalty: 5533.989258
	Iteration 118Q: 3 clusters Score -9783179 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -9783162.000000 Penalty: 5533.989258
	Iteration 119Q: 3 clusters Score -9783162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9783164.000000 Penalty: 5533.989258
	Iteration 120F: 3 clusters Score -9783164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -9783163.000000 Penalty: 5533.989258
	Iteration 121Q: 3 clusters Score -9783163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -9783169.000000 Penalty: 5533.989258
	Iteration 122Q: 3 clusters Score -9783169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -9783165.000000 Penalty: 5533.989258
	Iteration 123Q: 3 clusters Score -9783165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -9783166.000000 Penalty: 5533.989258
	Iteration 124Q: 3 clusters Score -9783166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -9783155.000000 Penalty: 5533.989258
	Iteration 125Q: 3 clusters Score -9783155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -9783163.000000 Penalty: 5533.989258
	Iteration 126Q: 3 clusters Score -9783163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -9783168.000000 Penalty: 5533.989258
	Iteration 127Q: 3 clusters Score -9783168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -9783179.000000 Penalty: 5533.989258
	Iteration 128Q: 3 clusters Score -9783179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -9783156.000000 Penalty: 5533.989258
	Iteration 129Q: 3 clusters Score -9783156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -9783146.000000 Penalty: 5533.989258
	Iteration 130Q: 3 clusters Score -9783146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -9783154.000000 Penalty: 5533.989258
	Iteration 131Q: 3 clusters Score -9783154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -9783143.000000 Penalty: 5533.989258
	Iteration 132Q: 3 clusters Score -9783143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9783154.000000 Penalty: 5533.989258
	Iteration 133Q: 3 clusters Score -9783154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -9783136.000000 Penalty: 5533.989258
	Iteration 134Q: 3 clusters Score -9783136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -9783135.000000 Penalty: 5533.989258
	Iteration 135Q: 3 clusters Score -9783135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -9783116.000000 Penalty: 5533.989258
	Iteration 136Q: 3 clusters Score -9783116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -9783113.000000 Penalty: 5533.989258
	Iteration 137Q: 3 clusters Score -9783113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -9783111.000000 Penalty: 5533.989258
	Iteration 138Q: 3 clusters Score -9783111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -9783119.000000 Penalty: 5533.989258
	Iteration 139Q: 3 clusters Score -9783119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -9783126.000000 Penalty: 5533.989258
	Iteration 140F: 3 clusters Score -9783126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -9783130.000000 Penalty: 5533.989258
	Iteration 141Q: 3 clusters Score -9783130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9783136.000000 Penalty: 5533.989258
	Iteration 142Q: 3 clusters Score -9783136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -9783138.000000 Penalty: 5533.989258
	Iteration 143Q: 3 clusters Score -9783138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -9783143.000000 Penalty: 5533.989258
	Iteration 144Q: 3 clusters Score -9783143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -9783140.000000 Penalty: 5533.989258
	Iteration 145Q: 3 clusters Score -9783140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -9783136.000000 Penalty: 5533.989258
	Iteration 146Q: 3 clusters Score -9783136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -9783148.000000 Penalty: 5533.989258
	Iteration 147Q: 3 clusters Score -9783148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -9783142.000000 Penalty: 5533.989258
	Iteration 148Q: 3 clusters Score -9783142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -9783149.000000 Penalty: 5533.989258
	Iteration 149Q: 3 clusters Score -9783149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -9783141.000000 Penalty: 5533.989258
	Iteration 150Q: 3 clusters Score -9783141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -9783139.000000 Penalty: 5533.989258
	Iteration 151Q: 3 clusters Score -9783139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -9783130.000000 Penalty: 5533.989258
	Iteration 152Q: 3 clusters Score -9783130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9783143.000000 Penalty: 5533.989258
	Iteration 153Q: 3 clusters Score -9783143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -9783138.000000 Penalty: 5533.989258
	Iteration 154Q: 3 clusters Score -9783138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -9783133.000000 Penalty: 5533.989258
	Iteration 155Q: 3 clusters Score -9783133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9783137.000000 Penalty: 5533.989258
	Iteration 156Q: 3 clusters Score -9783137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -9783129.000000 Penalty: 5533.989258
	Iteration 157Q: 3 clusters Score -9783129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9783132.000000 Penalty: 5533.989258
	Iteration 158Q: 3 clusters Score -9783132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -9783129.000000 Penalty: 5533.989258
	Iteration 159Q: 3 clusters Score -9783129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9783128.000000 Penalty: 5533.989258
	Iteration 160F: 3 clusters Score -9783128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9783125.000000 Penalty: 5533.989258
	Iteration 161Q: 3 clusters Score -9783125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9783125.000000 Penalty: 5533.989258
	Iteration 162F: 3 clusters Score -9783125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Entering Unmasked Estep 
Score: -2959491.500000 Penalty: 2462.877197
	Iteration 0F: 2 clusters Score -2959492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2945074.500000 Penalty: 4925.754395
	Iteration 0F: 3 clusters Score -2945074 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2950442.500000 Penalty: 4925.754395
	Iteration 1F: 3 clusters Score -2950442 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2951712.000000 Penalty: 4925.754395
	Iteration 2F: 3 clusters Score -2951712 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2953233.500000 Penalty: 4925.754395
	Iteration 3F: 3 clusters Score -2953234 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2954829.750000 Penalty: 4925.754395
	Iteration 4F: 3 clusters Score -2954830 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2956365.250000 Penalty: 4925.754395
	Iteration 5F: 3 clusters Score -2956365 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2957807.750000 Penalty: 4925.754395
	Iteration 6F: 3 clusters Score -2957808 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2959149.250000 Penalty: 4925.754395
	Iteration 7F: 3 clusters Score -2959149 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2960357.250000 Penalty: 4925.754395
	Iteration 8Q: 3 clusters Score -2960357 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2961614.000000 Penalty: 4925.754395
	Iteration 9Q: 3 clusters Score -2961614 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2963238.500000 Penalty: 4925.754395
	Iteration 10Q: 3 clusters Score -2963238 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2964969.000000 Penalty: 4925.754395
	Iteration 11Q: 3 clusters Score -2964969 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2966487.750000 Penalty: 4925.754395
	Iteration 12Q: 3 clusters Score -2966488 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2967257.500000 Penalty: 4925.754395
	Iteration 13Q: 3 clusters Score -2967258 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2967596.750000 Penalty: 4925.754395
	Iteration 14Q: 3 clusters Score -2967597 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2967735.000000 Penalty: 4925.754395
	Iteration 15Q: 3 clusters Score -2967735 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2967818.500000 Penalty: 4925.754395
	Iteration 16Q: 3 clusters Score -2967818 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2967858.250000 Penalty: 4925.754395
	Iteration 17Q: 3 clusters Score -2967858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2967885.750000 Penalty: 4925.754395
	Iteration 18Q: 3 clusters Score -2967886 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2967893.250000 Penalty: 4925.754395
	Iteration 19Q: 3 clusters Score -2967893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2967909.750000 Penalty: 4925.754395
	Iteration 20F: 3 clusters Score -2967910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2967922.000000 Penalty: 4925.754395
	Iteration 21Q: 3 clusters Score -2967922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2967928.000000 Penalty: 4925.754395
	Iteration 22Q: 3 clusters Score -2967928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2967932.250000 Penalty: 4925.754395
	Iteration 23Q: 3 clusters Score -2967932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2967931.500000 Penalty: 4925.754395
	Iteration 24Q: 3 clusters Score -2967932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2967931.000000 Penalty: 4925.754395
	Iteration 25Q: 3 clusters Score -2967931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2967933.000000 Penalty: 4925.754395
	Iteration 26Q: 3 clusters Score -2967933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2967933.000000 Penalty: 4925.754395
	Iteration 27F: 3 clusters Score -2967933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Entering Unmasked Estep 
Score: -114912152.000000 Penalty: 111270.007812
Splitting cluster 16 changes total score from -114856616.000000 to -114912152.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 17 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -1571873.125000 Penalty: 2314.671875
	Iteration 0F: 2 clusters Score -1571873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1563363.875000 Penalty: 4629.343750
	Iteration 0F: 3 clusters Score -1563364 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1566452.625000 Penalty: 4629.343750
	Iteration 1F: 3 clusters Score -1566453 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1567503.625000 Penalty: 4629.343750
	Iteration 2F: 3 clusters Score -1567504 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1568677.625000 Penalty: 4629.343750
	Iteration 3F: 3 clusters Score -1568678 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1569727.000000 Penalty: 4629.343750
	Iteration 4F: 3 clusters Score -1569727 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1570472.750000 Penalty: 4629.343750
	Iteration 5F: 3 clusters Score -1570473 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1570971.750000 Penalty: 4629.343750
	Iteration 6F: 3 clusters Score -1570972 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1571322.000000 Penalty: 4629.343750
	Iteration 7Q: 3 clusters Score -1571322 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1571574.000000 Penalty: 4629.343750
	Iteration 8Q: 3 clusters Score -1571574 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1571795.375000 Penalty: 4629.343750
	Iteration 9Q: 3 clusters Score -1571795 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1571965.375000 Penalty: 4629.343750
	Iteration 10Q: 3 clusters Score -1571965 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1572082.750000 Penalty: 4629.343750
	Iteration 11Q: 3 clusters Score -1572083 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1572178.375000 Penalty: 4629.343750
	Iteration 12Q: 3 clusters Score -1572178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1572271.250000 Penalty: 4629.343750
	Iteration 13Q: 3 clusters Score -1572271 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1572364.125000 Penalty: 4629.343750
	Iteration 14Q: 3 clusters Score -1572364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1572431.000000 Penalty: 4629.343750
	Iteration 15Q: 3 clusters Score -1572431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1572484.250000 Penalty: 4629.343750
	Iteration 16Q: 3 clusters Score -1572484 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1572540.875000 Penalty: 4629.343750
	Iteration 17Q: 3 clusters Score -1572541 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1572581.625000 Penalty: 4629.343750
	Iteration 18Q: 3 clusters Score -1572582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1572610.250000 Penalty: 4629.343750
	Iteration 19Q: 3 clusters Score -1572610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1572621.375000 Penalty: 4629.343750
	Iteration 20F: 3 clusters Score -1572621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1572628.375000 Penalty: 4629.343750
	Iteration 21Q: 3 clusters Score -1572628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1572639.375000 Penalty: 4629.343750
	Iteration 22Q: 3 clusters Score -1572639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1572646.125000 Penalty: 4629.343750
	Iteration 23Q: 3 clusters Score -1572646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1572661.375000 Penalty: 4629.343750
	Iteration 24Q: 3 clusters Score -1572661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1572675.875000 Penalty: 4629.343750
	Iteration 25Q: 3 clusters Score -1572676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1572702.000000 Penalty: 4629.343750
	Iteration 26Q: 3 clusters Score -1572702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1572709.500000 Penalty: 4629.343750
	Iteration 27Q: 3 clusters Score -1572710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1572714.750000 Penalty: 4629.343750
	Iteration 28Q: 3 clusters Score -1572715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1572724.875000 Penalty: 4629.343750
	Iteration 29Q: 3 clusters Score -1572725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1572738.375000 Penalty: 4629.343750
	Iteration 30Q: 3 clusters Score -1572738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1572751.000000 Penalty: 4629.343750
	Iteration 31Q: 3 clusters Score -1572751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1572757.625000 Penalty: 4629.343750
	Iteration 32Q: 3 clusters Score -1572758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1572763.375000 Penalty: 4629.343750
	Iteration 33Q: 3 clusters Score -1572763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1572763.125000 Penalty: 4629.343750
	Iteration 34Q: 3 clusters Score -1572763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1572771.875000 Penalty: 4629.343750
	Iteration 35Q: 3 clusters Score -1572772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1572773.000000 Penalty: 4629.343750
	Iteration 36Q: 3 clusters Score -1572773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1572777.000000 Penalty: 4629.343750
	Iteration 37Q: 3 clusters Score -1572777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1572778.625000 Penalty: 4629.343750
	Iteration 38Q: 3 clusters Score -1572779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1572786.500000 Penalty: 4629.343750
	Iteration 39Q: 3 clusters Score -1572786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1572785.625000 Penalty: 4629.343750
	Iteration 40F: 3 clusters Score -1572786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1572789.125000 Penalty: 4629.343750
	Iteration 41Q: 3 clusters Score -1572789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1572792.500000 Penalty: 4629.343750
	Iteration 42Q: 3 clusters Score -1572792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1572795.125000 Penalty: 4629.343750
	Iteration 43Q: 3 clusters Score -1572795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1572792.625000 Penalty: 4629.343750
	Iteration 44Q: 3 clusters Score -1572793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1572792.625000 Penalty: 4629.343750
	Iteration 45F: 3 clusters Score -1572793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 2896 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2290 members 
Entering Unmasked Estep 
Score: -114912184.000000 Penalty: 114641.820312
Splitting cluster 17 changes total score from -114856616.000000 to -114912184.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -327496.812500 Penalty: 1976.829224
	Iteration 0F: 2 clusters Score -327496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -324872.843750 Penalty: 3953.658447
	Iteration 0F: 3 clusters Score -324872.8 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -328819.093750 Penalty: 3953.658447
	Iteration 1F: 3 clusters Score -328819.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -336425.812500 Penalty: 3953.658447
	Iteration 2F: 3 clusters Score -336425.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -339260.625000 Penalty: 3953.658447
	Iteration 3F: 3 clusters Score -339260.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -340074.406250 Penalty: 3953.658447
	Iteration 4Q: 3 clusters Score -340074.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -340464.906250 Penalty: 3953.658447
	Iteration 5Q: 3 clusters Score -340464.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -341249.218750 Penalty: 3953.658447
	Iteration 6Q: 3 clusters Score -341249.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -341631.781250 Penalty: 3953.658447
	Iteration 7Q: 3 clusters Score -341631.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -342043.625000 Penalty: 3953.658447
	Iteration 8Q: 3 clusters Score -342043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -342205.750000 Penalty: 3953.658447
	Iteration 9Q: 3 clusters Score -342205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -342266.500000 Penalty: 3953.658447
	Iteration 10Q: 3 clusters Score -342266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -342294.750000 Penalty: 3953.658447
	Iteration 11Q: 3 clusters Score -342294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -342327.375000 Penalty: 3953.658447
	Iteration 12Q: 3 clusters Score -342327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -342331.156250 Penalty: 3953.658447
	Iteration 13Q: 3 clusters Score -342331.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -342333.531250 Penalty: 3953.658447
	Iteration 14Q: 3 clusters Score -342333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -342334.468750 Penalty: 3953.658447
	Iteration 15Q: 3 clusters Score -342334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -342356.562500 Penalty: 3953.658447
	Iteration 16F: 3 clusters Score -342356.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -342478.062500 Penalty: 3953.658447
	Iteration 17Q: 3 clusters Score -342478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -342691.000000 Penalty: 3953.658447
	Iteration 18Q: 3 clusters Score -342691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -342715.875000 Penalty: 3953.658447
	Iteration 19Q: 3 clusters Score -342715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -342716.906250 Penalty: 3953.658447
	Iteration 20F: 3 clusters Score -342716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 80120 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 1960 members 
Entering Unmasked Estep 
Score: -114925528.000000 Penalty: 118013.640625
Splitting cluster 18 changes total score from -114856616.000000 to -114925528.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (80120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Entering Unmasked Estep 
Score: -11893765.000000 Penalty: 2800.237549
	Iteration 0F: 2 clusters Score -1.189376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -11840038.000000 Penalty: 5600.475098
	Iteration 0F: 3 clusters Score -1.184004e+07 nChanged 37771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -11863038.000000 Penalty: 5600.475098
	Iteration 1F: 3 clusters Score -1.186304e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -11868062.000000 Penalty: 5600.475098
	Iteration 2F: 3 clusters Score -1.186806e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -11877169.000000 Penalty: 5600.475098
	Iteration 3F: 3 clusters Score -1.187717e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -11887577.000000 Penalty: 5600.475098
	Iteration 4F: 3 clusters Score -1.188758e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -11894935.000000 Penalty: 5600.475098
	Iteration 5F: 3 clusters Score -1.189494e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -11898486.000000 Penalty: 5600.475098
	Iteration 6F: 3 clusters Score -1.189849e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -11899993.000000 Penalty: 5600.475098
	Iteration 7Q: 3 clusters Score -1.189999e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -11900891.000000 Penalty: 5600.475098
	Iteration 8Q: 3 clusters Score -1.190089e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -11901297.000000 Penalty: 5600.475098
	Iteration 9Q: 3 clusters Score -1.19013e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -11901567.000000 Penalty: 5600.475098
	Iteration 10Q: 3 clusters Score -1.190157e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 71178 members 
Entering Unmasked Estep 
Score: -11901719.000000 Penalty: 5600.475098
	Iteration 11Q: 3 clusters Score -1.190172e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -11901752.000000 Penalty: 5600.475098
	Iteration 12Q: 3 clusters Score -1.190175e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 72039 members 
Entering Unmasked Estep 
Score: -11901815.000000 Penalty: 5600.475098
	Iteration 13Q: 3 clusters Score -1.190182e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -11901803.000000 Penalty: 5600.475098
	Iteration 14Q: 3 clusters Score -1.19018e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -11901846.000000 Penalty: 5600.475098
	Iteration 15Q: 3 clusters Score -1.190185e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -11901871.000000 Penalty: 5600.475098
	Iteration 16Q: 3 clusters Score -1.190187e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -11901863.000000 Penalty: 5600.475098
	Iteration 17Q: 3 clusters Score -1.190186e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 72893 members 
Entering Unmasked Estep 
Score: -11901872.000000 Penalty: 5600.475098
	Iteration 18Q: 3 clusters Score -1.190187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 72967 members 
Entering Unmasked Estep 
Score: -11901902.000000 Penalty: 5600.475098
	Iteration 19Q: 3 clusters Score -1.19019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -11901899.000000 Penalty: 5600.475098
	Iteration 20F: 3 clusters Score -1.19019e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -11901918.000000 Penalty: 5600.475098
	Iteration 21Q: 3 clusters Score -1.190192e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -11901917.000000 Penalty: 5600.475098
	Iteration 22Q: 3 clusters Score -1.190192e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 73183 members 
Entering Unmasked Estep 
Score: -11901925.000000 Penalty: 5600.475098
	Iteration 23Q: 3 clusters Score -1.190192e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -11901916.000000 Penalty: 5600.475098
	Iteration 24Q: 3 clusters Score -1.190192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -11901907.000000 Penalty: 5600.475098
	Iteration 25Q: 3 clusters Score -1.190191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 73255 members 
Entering Unmasked Estep 
Score: -11901889.000000 Penalty: 5600.475098
	Iteration 26Q: 3 clusters Score -1.190189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -11901877.000000 Penalty: 5600.475098
	Iteration 27Q: 3 clusters Score -1.190188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 73293 members 
Entering Unmasked Estep 
Score: -11901877.000000 Penalty: 5600.475098
	Iteration 28Q: 3 clusters Score -1.190188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -11901883.000000 Penalty: 5600.475098
	Iteration 29Q: 3 clusters Score -1.190188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -11901888.000000 Penalty: 5600.475098
	Iteration 30Q: 3 clusters Score -1.190189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -11901896.000000 Penalty: 5600.475098
	Iteration 31Q: 3 clusters Score -1.19019e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -11901888.000000 Penalty: 5600.475098
	Iteration 32Q: 3 clusters Score -1.190189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -11901890.000000 Penalty: 5600.475098
	Iteration 33Q: 3 clusters Score -1.190189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -11901887.000000 Penalty: 5600.475098
	Iteration 34Q: 3 clusters Score -1.190189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -11901893.000000 Penalty: 5600.475098
	Iteration 35Q: 3 clusters Score -1.190189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -11901894.000000 Penalty: 5600.475098
	Iteration 36Q: 3 clusters Score -1.190189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -11901894.000000 Penalty: 5600.475098
	Iteration 37Q: 3 clusters Score -1.190189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -11901898.000000 Penalty: 5600.475098
	Iteration 38Q: 3 clusters Score -1.19019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 73378 members 
Entering Unmasked Estep 
Score: -11901887.000000 Penalty: 5600.475098
	Iteration 39Q: 3 clusters Score -1.190189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -11901887.000000 Penalty: 5600.475098
	Iteration 40F: 3 clusters Score -1.190189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -11901885.000000 Penalty: 5600.475098
	Iteration 41Q: 3 clusters Score -1.190188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -11901889.000000 Penalty: 5600.475098
	Iteration 42Q: 3 clusters Score -1.190189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -11901884.000000 Penalty: 5600.475098
	Iteration 43Q: 3 clusters Score -1.190188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -11901886.000000 Penalty: 5600.475098
	Iteration 44Q: 3 clusters Score -1.190189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -11901893.000000 Penalty: 5600.475098
	Iteration 45Q: 3 clusters Score -1.190189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -11901892.000000 Penalty: 5600.475098
	Iteration 46Q: 3 clusters Score -1.190189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -11901892.000000 Penalty: 5600.475098
	Iteration 47Q: 3 clusters Score -1.190189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 73414 members 
Entering Unmasked Estep 
Score: -11901892.000000 Penalty: 5600.475098
	Iteration 48F: 3 clusters Score -1.190189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 17759 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 73414 members 
Entering Unmasked Estep 
Score: -114932824.000000 Penalty: 121385.460938
Splitting cluster 19 changes total score from -114856616.000000 to -114932824.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (17759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Entering Unmasked Estep 
Score: -2613404.000000 Penalty: 2426.592773
	Iteration 0F: 2 clusters Score -2613404 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 8910 members 
Entering Unmasked Estep 
Score: -2600785.750000 Penalty: 4853.185547
	Iteration 0F: 3 clusters Score -2600786 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2605444.500000 Penalty: 4853.185547
	Iteration 1F: 3 clusters Score -2605444 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -2606752.250000 Penalty: 4853.185547
	Iteration 2F: 3 clusters Score -2606752 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2609095.750000 Penalty: 4853.185547
	Iteration 3F: 3 clusters Score -2609096 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2611802.750000 Penalty: 4853.185547
	Iteration 4F: 3 clusters Score -2611803 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2613896.250000 Penalty: 4853.185547
	Iteration 5F: 3 clusters Score -2613896 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2615261.000000 Penalty: 4853.185547
	Iteration 6F: 3 clusters Score -2615261 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2616113.250000 Penalty: 4853.185547
	Iteration 7Q: 3 clusters Score -2616113 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2616686.500000 Penalty: 4853.185547
	Iteration 8Q: 3 clusters Score -2616686 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2617220.000000 Penalty: 4853.185547
	Iteration 9Q: 3 clusters Score -2617220 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2617653.000000 Penalty: 4853.185547
	Iteration 10Q: 3 clusters Score -2617653 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -2617808.500000 Penalty: 4853.185547
	Iteration 11Q: 3 clusters Score -2617808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2617875.750000 Penalty: 4853.185547
	Iteration 12Q: 3 clusters Score -2617876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -2617917.000000 Penalty: 4853.185547
	Iteration 13Q: 3 clusters Score -2617917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2617933.000000 Penalty: 4853.185547
	Iteration 14Q: 3 clusters Score -2617933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2617939.000000 Penalty: 4853.185547
	Iteration 15Q: 3 clusters Score -2617939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2617940.750000 Penalty: 4853.185547
	Iteration 16Q: 3 clusters Score -2617941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2617942.500000 Penalty: 4853.185547
	Iteration 17Q: 3 clusters Score -2617942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2617944.750000 Penalty: 4853.185547
	Iteration 18Q: 3 clusters Score -2617945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2617944.750000 Penalty: 4853.185547
	Iteration 19F: 3 clusters Score -2617945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 14771 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 73414 members 
Mstep: Class 37 contains 2988 members 
Entering Unmasked Estep 
Score: -114936480.000000 Penalty: 124757.281250
Splitting cluster 20 changes total score from -114856616.000000 to -114936480.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (9819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Entering Unmasked Estep 
Score: -1237133.125000 Penalty: 2279.634521
	Iteration 0F: 2 clusters Score -1237133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1229713.000000 Penalty: 4559.269043
	Iteration 0F: 3 clusters Score -1229713 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1233095.875000 Penalty: 4559.269043
	Iteration 1F: 3 clusters Score -1233096 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1234754.125000 Penalty: 4559.269043
	Iteration 2F: 3 clusters Score -1234754 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1236203.875000 Penalty: 4559.269043
	Iteration 3F: 3 clusters Score -1236204 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1237097.125000 Penalty: 4559.269043
	Iteration 4F: 3 clusters Score -1237097 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1237711.250000 Penalty: 4559.269043
	Iteration 5F: 3 clusters Score -1237711 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1238167.625000 Penalty: 4559.269043
	Iteration 6Q: 3 clusters Score -1238168 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1238596.000000 Penalty: 4559.269043
	Iteration 7Q: 3 clusters Score -1238596 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1238985.625000 Penalty: 4559.269043
	Iteration 8Q: 3 clusters Score -1238986 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1239288.000000 Penalty: 4559.269043
	Iteration 9Q: 3 clusters Score -1239288 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1239521.125000 Penalty: 4559.269043
	Iteration 10Q: 3 clusters Score -1239521 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1239693.000000 Penalty: 4559.269043
	Iteration 11Q: 3 clusters Score -1239693 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1239791.375000 Penalty: 4559.269043
	Iteration 12Q: 3 clusters Score -1239791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1239857.500000 Penalty: 4559.269043
	Iteration 13Q: 3 clusters Score -1239858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1239882.625000 Penalty: 4559.269043
	Iteration 14Q: 3 clusters Score -1239883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1239902.375000 Penalty: 4559.269043
	Iteration 15Q: 3 clusters Score -1239902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1239915.875000 Penalty: 4559.269043
	Iteration 16Q: 3 clusters Score -1239916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1239920.875000 Penalty: 4559.269043
	Iteration 17Q: 3 clusters Score -1239921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1239926.750000 Penalty: 4559.269043
	Iteration 18Q: 3 clusters Score -1239927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1239931.000000 Penalty: 4559.269043
	Iteration 19Q: 3 clusters Score -1239931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1239938.750000 Penalty: 4559.269043
	Iteration 20F: 3 clusters Score -1239939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1239939.125000 Penalty: 4559.269043
	Iteration 21Q: 3 clusters Score -1239939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1239943.250000 Penalty: 4559.269043
	Iteration 22Q: 3 clusters Score -1239943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1239944.250000 Penalty: 4559.269043
	Iteration 23Q: 3 clusters Score -1239944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1239946.000000 Penalty: 4559.269043
	Iteration 24Q: 3 clusters Score -1239946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1239944.625000 Penalty: 4559.269043
	Iteration 25Q: 3 clusters Score -1239945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1239944.625000 Penalty: 4559.269043
	Iteration 26F: 3 clusters Score -1239945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 14258 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 14771 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 8686 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 18606 members 
Mstep: Class 25 contains 30455 members 
Mstep: Class 26 contains 15504 members 
Mstep: Class 27 contains 4203 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 130670 members 
Mstep: Class 30 contains 30352 members 
Mstep: Class 31 contains 113847 members 
Mstep: Class 32 contains 2357 members 
Mstep: Class 33 contains 10736 members 
Mstep: Class 34 contains 2290 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 73414 members 
Mstep: Class 37 contains 2988 members 
Mstep: Class 38 contains 4619 members 
Entering Unmasked Estep 
Score: -114938392.000000 Penalty: 128129.093750
Splitting cluster 21 changes total score from -114856616.000000 to -114938392.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1293128.625000 Penalty: 2249.228027
	Iteration 0F: 2 clusters Score -1293129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1286264.750000 Penalty: 4498.456055
	Iteration 0F: 3 clusters Score -1286265 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1288241.125000 Penalty: 4498.456055
	Iteration 1F: 3 clusters Score -1288241 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1288671.875000 Penalty: 4498.456055
	Iteration 2F: 3 clusters Score -1288672 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1289108.000000 Penalty: 4498.456055
	Iteration 3F: 3 clusters Score -1289108 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1289548.125000 Penalty: 4498.456055
	Iteration 4F: 3 clusters Score -1289548 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1289938.625000 Penalty: 4498.456055
	Iteration 5F: 3 clusters Score -1289939 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1290263.250000 Penalty: 4498.456055
	Iteration 6F: 3 clusters Score -1290263 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1290541.875000 Penalty: 4498.456055
	Iteration 7Q: 3 clusters Score -1290542 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1290752.750000 Penalty: 4498.456055
	Iteration 8Q: 3 clusters Score -1290753 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1290897.250000 Penalty: 4498.456055
	Iteration 9Q: 3 clusters Score -1290897 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1291028.875000 Penalty: 4498.456055
	Iteration 10Q: 3 clusters Score -1291029 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1291139.625000 Penalty: 4498.456055
	Iteration 11Q: 3 clusters Score -1291140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1291258.500000 Penalty: 4498.456055
	Iteration 12Q: 3 clusters Score -1291258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1291399.875000 Penalty: 4498.456055
	Iteration 13Q: 3 clusters Score -1291400 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1291518.750000 Penalty: 4498.456055
	Iteration 14Q: 3 clusters Score -1291519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1291607.250000 Penalty: 4498.456055
	Iteration 15Q: 3 clusters Score -1291607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1291676.625000 Penalty: 4498.456055
	Iteration 16Q: 3 clusters Score -1291677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1291713.750000 Penalty: 4498.456055
	Iteration 17Q: 3 clusters Score -1291714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1291740.875000 Penalty: 4498.456055
	Iteration 18Q: 3 clusters Score -1291741 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1291766.750000 Penalty: 4498.456055
	Iteration 19Q: 3 clusters Score -1291767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1291778.500000 Penalty: 4498.456055
	Iteration 20F: 3 clusters Score -1291778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1291782.750000 Penalty: 4498.456055
	Iteration 21Q: 3 clusters Score -1291783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1291790.000000 Penalty: 4498.456055
	Iteration 22Q: 3 clusters Score -1291790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1291795.625000 Penalty: 4498.456055
	Iteration 23Q: 3 clusters Score -1291796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1291802.125000 Penalty: 4498.456055
	Iteration 24Q: 3 clusters Score -1291802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1291802.500000 Penalty: 4498.456055
	Iteration 25Q: 3 clusters Score -1291802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1291805.750000 Penalty: 4498.456055
	Iteration 26Q: 3 clusters Score -1291806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1291806.875000 Penalty: 4498.456055
	Iteration 27Q: 3 clusters Score -1291807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1291806.625000 Penalty: 4498.456055
	Iteration 28Q: 3 clusters Score -1291807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1291809.250000 Penalty: 4498.456055
	Iteration 29Q: 3 clusters Score -1291809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1291808.375000 Penalty: 4498.456055
	Iteration 30Q: 3 clusters Score -1291808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1291809.125000 Penalty: 4498.456055
	Iteration 31Q: 3 clusters Score -1291809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1291809.875000 Penalty: 4498.456055
	Iteration 32Q: 3 clusters Score -1291810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1291808.375000 Penalty: 4498.456055
	Iteration 33Q: 3 clusters Score -1291808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1291808.500000 Penalty: 4498.456055
	Iteration 34Q: 3 clusters Score -1291808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1291812.500000 Penalty: 4498.456055
	Iteration 35Q: 3 clusters Score -1291812 nChanged 1
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: -1291813.000000 Penalty: 4498.456055
	Iteration 36Q: 3 clusters Score -1291813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1291813.250000 Penalty: 4498.456055
	Iteration 37Q: 3 clusters Score -1291813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1291813.125000 Penalty: 4498.456055
	Iteration 38Q: 3 clusters Score -1291813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1291811.000000 Penalty: 4498.456055
	Iteration 39Q: 3 clusters Score -1291811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1291814.125000 Penalty: 4498.456055
	Iteration 40F: 3 clusters Score -1291814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1291815.250000 Penalty: 4498.456055
	Iteration 41Q: 3 clusters Score -1291815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1291817.250000 Penalty: 4498.456055
	Iteration 42Q: 3 clusters Score -1291817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1291819.750000 Penalty: 4498.456055
	Iteration 43Q: 3 clusters Score -1291820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1291824.625000 Penalty: 4498.456055
	Iteration 44Q: 3 clusters Score -1291825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1291827.375000 Penalty: 4498.456055
	Iteration 45Q: 3 clusters Score -1291827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1291827.000000 Penalty: 4498.456055
	Iteration 46Q: 3 clusters Score -1291827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1291829.875000 Penalty: 4498.456055
	Iteration 47Q: 3 clusters Score -1291830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1291832.000000 Penalty: 4498.456055
	Iteration 48Q: 3 clusters Score -1291832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1291837.625000 Penalty: 4498.456055
	Iteration 49Q: 3 clusters Score -1291838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1291839.625000 Penalty: 4498.456055
	Iteration 50Q: 3 clusters Score -1291840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1291841.000000 Penalty: 4498.456055
	Iteration 51Q: 3 clusters Score -1291841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1291842.500000 Penalty: 4498.456055
	Iteration 52Q: 3 clusters Score -1291842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1291841.625000 Penalty: 4498.456055
	Iteration 53Q: 3 clusters Score -1291842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1291842.125000 Penalty: 4498.456055
	Iteration 54Q: 3 clusters Score -1291842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1291842.875000 Penalty: 4498.456055
	Iteration 55Q: 3 clusters Score -1291843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1291841.750000 Penalty: 4498.456055
	Iteration 56Q: 3 clusters Score -1291842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1291841.750000 Penalty: 4498.456055
	Iteration 57F: 3 clusters Score -1291842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 7667 members 
Mstep: Class 3 contains 16261 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 50118 members 
Mstep: Class 6 contains 53304 members 
Mstep: Class 7 contains 11431 members 
Mstep: Class 8 contains 7819 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 10211 members 
Mstep: Class 11 contains 13789 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 15 contains 70069 members 
Mstep: Class 16 contains 9821 members 
Mstep: Class 17 contains 9019 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 6706 members 
Mstep: Class 20 contains 14771 members 
Mstep: Class 21 contains 5200 members 
Mstep: Class 22 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114961384.000000 Penalty: 128129.093750
Iteration 39Q: 39 clusters Score -1.149614e+08 nChanged 28527
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 49525 members 
Mstep: Class 6 contains 53217 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 8769 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 10908 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 30252 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 14 contains 13599 members 
Mstep: Class 15 contains 72076 members 
Mstep: Class 16 contains 10756 members 
Mstep: Class 17 contains 9410 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 6879 members 
Mstep: Class 20 contains 14967 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 18176 members 
Mstep: Class 25 contains 28153 members 
Mstep: Class 26 contains 15629 members 
Mstep: Class 27 contains 4712 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 128889 members 
Mstep: Class 30 contains 29497 members 
Mstep: Class 31 contains 109779 members 
Mstep: Class 32 contains 2307 members 
Mstep: Class 33 contains 10392 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 1328 members 
Mstep: Class 36 contains 74407 members 
Mstep: Class 37 contains 3111 members 
Mstep: Class 38 contains 4232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114979192.000000 Penalty: 128129.093750
Iteration 40F: 39 clusters Score -1.149792e+08 nChanged 22449
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 16216 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 47504 members 
Mstep: Class 6 contains 52094 members 
Mstep: Class 7 contains 12359 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 6334 members 
Mstep: Class 10 contains 11082 members 
Mstep: Class 11 contains 14012 members 
Mstep: Class 12 contains 30607 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 13621 members 
Mstep: Class 15 contains 71001 members 
Mstep: Class 16 contains 10541 members 
Mstep: Class 17 contains 9442 members 
Mstep: Class 18 contains 1067 members 
Mstep: Class 19 contains 7034 members 
Mstep: Class 20 contains 14374 members 
Mstep: Class 21 contains 5780 members 
Mstep: Class 22 contains 8693 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 18681 members 
Mstep: Class 25 contains 28120 members 
Mstep: Class 26 contains 15845 members 
Mstep: Class 27 contains 5030 members 
Mstep: Class 28 contains 2738 members 
Mstep: Class 29 contains 129789 members 
Mstep: Class 30 contains 29847 members 
Mstep: Class 31 contains 108404 members 
Mstep: Class 32 contains 2307 members 
Mstep: Class 33 contains 10284 members 
Mstep: Class 34 contains 2523 members 
Mstep: Class 35 contains 1043 members 
Mstep: Class 36 contains 76715 members 
Mstep: Class 37 contains 3096 members 
Mstep: Class 38 contains 4408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114987008.000000 Penalty: 128129.093750
Iteration 41Q: 39 clusters Score -1.14987e+08 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 7109 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 46026 members 
Mstep: Class 6 contains 51225 members 
Mstep: Class 7 contains 12466 members 
Mstep: Class 8 contains 9967 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 11229 members 
Mstep: Class 11 contains 13908 members 
Mstep: Class 12 contains 30945 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 13667 members 
Mstep: Class 15 contains 70381 members 
Mstep: Class 16 contains 10303 members 
Mstep: Class 17 contains 9524 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 7202 members 
Mstep: Class 20 contains 13952 members 
Mstep: Class 21 contains 5865 members 
Mstep: Class 22 contains 8630 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 19069 members 
Mstep: Class 25 contains 28050 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 5158 members 
Mstep: Class 28 contains 3140 members 
Mstep: Class 29 contains 130251 members 
Mstep: Class 30 contains 30088 members 
Mstep: Class 31 contains 107380 members 
Mstep: Class 32 contains 2304 members 
Mstep: Class 33 contains 10174 members 
Mstep: Class 34 contains 2656 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 78176 members 
Mstep: Class 37 contains 3061 members 
Mstep: Class 38 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114991392.000000 Penalty: 128129.093750
Iteration 42Q: 39 clusters Score -1.149914e+08 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 16053 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 44891 members 
Mstep: Class 6 contains 50507 members 
Mstep: Class 7 contains 12543 members 
Mstep: Class 8 contains 10591 members 
Mstep: Class 9 contains 6509 members 
Mstep: Class 10 contains 11377 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 31296 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 13699 members 
Mstep: Class 15 contains 69944 members 
Mstep: Class 16 contains 10082 members 
Mstep: Class 17 contains 9574 members 
Mstep: Class 18 contains 1032 members 
Mstep: Class 19 contains 7356 members 
Mstep: Class 20 contains 13612 members 
Mstep: Class 21 contains 5933 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 19364 members 
Mstep: Class 25 contains 28030 members 
Mstep: Class 26 contains 16311 members 
Mstep: Class 27 contains 5163 members 
Mstep: Class 28 contains 3482 members 
Mstep: Class 29 contains 130481 members 
Mstep: Class 30 contains 30297 members 
Mstep: Class 31 contains 106536 members 
Mstep: Class 32 contains 2301 members 
Mstep: Class 33 contains 10040 members 
Mstep: Class 34 contains 2743 members 
Mstep: Class 35 contains 760 members 
Mstep: Class 36 contains 79196 members 
Mstep: Class 37 contains 3056 members 
Mstep: Class 38 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114994376.000000 Penalty: 128129.093750
Iteration 43Q: 39 clusters Score -1.149944e+08 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 6732 members 
Mstep: Class 3 contains 16051 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 43965 members 
Mstep: Class 6 contains 49846 members 
Mstep: Class 7 contains 12643 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 6631 members 
Mstep: Class 10 contains 11551 members 
Mstep: Class 11 contains 13679 members 
Mstep: Class 12 contains 31573 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 13751 members 
Mstep: Class 15 contains 69685 members 
Mstep: Class 16 contains 9917 members 
Mstep: Class 17 contains 9591 members 
Mstep: Class 18 contains 1024 members 
Mstep: Class 19 contains 7491 members 
Mstep: Class 20 contains 13340 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 8556 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 19620 members 
Mstep: Class 25 contains 27956 members 
Mstep: Class 26 contains 16548 members 
Mstep: Class 27 contains 5100 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 130655 members 
Mstep: Class 30 contains 30449 members 
Mstep: Class 31 contains 105814 members 
Mstep: Class 32 contains 2302 members 
Mstep: Class 33 contains 9886 members 
Mstep: Class 34 contains 2827 members 
Mstep: Class 35 contains 715 members 
Mstep: Class 36 contains 79909 members 
Mstep: Class 37 contains 3023 members 
Mstep: Class 38 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996032.000000 Penalty: 128129.093750
Iteration 44Q: 39 clusters Score -1.14996e+08 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 49217 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 11635 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 11745 members 
Mstep: Class 11 contains 13543 members 
Mstep: Class 12 contains 31829 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 69455 members 
Mstep: Class 16 contains 9789 members 
Mstep: Class 17 contains 9592 members 
Mstep: Class 18 contains 1022 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 13097 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 8520 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 19832 members 
Mstep: Class 25 contains 27915 members 
Mstep: Class 26 contains 16778 members 
Mstep: Class 27 contains 5070 members 
Mstep: Class 28 contains 4016 members 
Mstep: Class 29 contains 130828 members 
Mstep: Class 30 contains 30572 members 
Mstep: Class 31 contains 105206 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 9742 members 
Mstep: Class 34 contains 2902 members 
Mstep: Class 35 contains 676 members 
Mstep: Class 36 contains 80439 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114996560.000000 Penalty: 128129.093750
Iteration 45Q: 39 clusters Score -1.149966e+08 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 6448 members 
Mstep: Class 3 contains 16032 members 
Mstep: Class 4 contains 4453 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 48605 members 
Mstep: Class 7 contains 12739 members 
Mstep: Class 8 contains 12043 members 
Mstep: Class 9 contains 6865 members 
Mstep: Class 10 contains 11925 members 
Mstep: Class 11 contains 13425 members 
Mstep: Class 12 contains 32021 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 13873 members 
Mstep: Class 15 contains 69321 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 7740 members 
Mstep: Class 20 contains 12884 members 
Mstep: Class 21 contains 6159 members 
Mstep: Class 22 contains 8493 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 20025 members 
Mstep: Class 25 contains 27852 members 
Mstep: Class 26 contains 16992 members 
Mstep: Class 27 contains 5017 members 
Mstep: Class 28 contains 4257 members 
Mstep: Class 29 contains 130978 members 
Mstep: Class 30 contains 30665 members 
Mstep: Class 31 contains 104681 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 9587 members 
Mstep: Class 34 contains 2973 members 
Mstep: Class 35 contains 662 members 
Mstep: Class 36 contains 80806 members 
Mstep: Class 37 contains 2981 members 
Mstep: Class 38 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114997360.000000 Penalty: 128129.093750
Iteration 46Q: 39 clusters Score -1.149974e+08 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 16040 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 41934 members 
Mstep: Class 6 contains 48013 members 
Mstep: Class 7 contains 12771 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 12106 members 
Mstep: Class 11 contains 13287 members 
Mstep: Class 12 contains 32223 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 14 contains 13989 members 
Mstep: Class 15 contains 69167 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 12665 members 
Mstep: Class 21 contains 6216 members 
Mstep: Class 22 contains 8471 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 20214 members 
Mstep: Class 25 contains 27807 members 
Mstep: Class 26 contains 17176 members 
Mstep: Class 27 contains 4987 members 
Mstep: Class 28 contains 4478 members 
Mstep: Class 29 contains 131091 members 
Mstep: Class 30 contains 30750 members 
Mstep: Class 31 contains 104209 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 9453 members 
Mstep: Class 34 contains 3046 members 
Mstep: Class 35 contains 656 members 
Mstep: Class 36 contains 81099 members 
Mstep: Class 37 contains 2964 members 
Mstep: Class 38 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114998864.000000 Penalty: 128129.093750
Iteration 47Q: 39 clusters Score -1.149989e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6260 members 
Mstep: Class 3 contains 16067 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 47464 members 
Mstep: Class 7 contains 12786 members 
Mstep: Class 8 contains 12725 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 13171 members 
Mstep: Class 12 contains 32358 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 14097 members 
Mstep: Class 15 contains 69018 members 
Mstep: Class 16 contains 9587 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 12465 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 8454 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 20404 members 
Mstep: Class 25 contains 27799 members 
Mstep: Class 26 contains 17348 members 
Mstep: Class 27 contains 4970 members 
Mstep: Class 28 contains 4632 members 
Mstep: Class 29 contains 131179 members 
Mstep: Class 30 contains 30826 members 
Mstep: Class 31 contains 103793 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 9335 members 
Mstep: Class 34 contains 3123 members 
Mstep: Class 35 contains 651 members 
Mstep: Class 36 contains 81331 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115000216.000000 Penalty: 128129.093750
Iteration 48Q: 39 clusters Score -1.150002e+08 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6198 members 
Mstep: Class 3 contains 16087 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 40988 members 
Mstep: Class 6 contains 47001 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 13043 members 
Mstep: Class 9 contains 7195 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 13056 members 
Mstep: Class 12 contains 32468 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 68901 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 9669 members 
Mstep: Class 18 contains 1018 members 
Mstep: Class 19 contains 8006 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 6294 members 
Mstep: Class 22 contains 8440 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 20551 members 
Mstep: Class 25 contains 27750 members 
Mstep: Class 26 contains 17509 members 
Mstep: Class 27 contains 4955 members 
Mstep: Class 28 contains 4767 members 
Mstep: Class 29 contains 131295 members 
Mstep: Class 30 contains 30875 members 
Mstep: Class 31 contains 103449 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 9210 members 
Mstep: Class 34 contains 3194 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 81480 members 
Mstep: Class 37 contains 2935 members 
Mstep: Class 38 contains 4674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115000904.000000 Penalty: 128129.093750
Iteration 49Q: 39 clusters Score -1.150009e+08 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6144 members 
Mstep: Class 3 contains 16112 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 40646 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 7307 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 12936 members 
Mstep: Class 12 contains 32547 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14314 members 
Mstep: Class 15 contains 68795 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 9651 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 12119 members 
Mstep: Class 21 contains 6330 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 20665 members 
Mstep: Class 25 contains 27706 members 
Mstep: Class 26 contains 17638 members 
Mstep: Class 27 contains 4951 members 
Mstep: Class 28 contains 4893 members 
Mstep: Class 29 contains 131392 members 
Mstep: Class 30 contains 30887 members 
Mstep: Class 31 contains 103142 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 9107 members 
Mstep: Class 34 contains 3263 members 
Mstep: Class 35 contains 646 members 
Mstep: Class 36 contains 81611 members 
Mstep: Class 37 contains 2916 members 
Mstep: Class 38 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115001496.000000 Penalty: 128129.093750
Iteration 50Q: 39 clusters Score -1.150015e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6106 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 40337 members 
Mstep: Class 6 contains 46089 members 
Mstep: Class 7 contains 12803 members 
Mstep: Class 8 contains 13664 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 12769 members 
Mstep: Class 11 contains 12822 members 
Mstep: Class 12 contains 32610 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14417 members 
Mstep: Class 15 contains 68736 members 
Mstep: Class 16 contains 9495 members 
Mstep: Class 17 contains 9649 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 20 contains 11996 members 
Mstep: Class 21 contains 6347 members 
Mstep: Class 22 contains 8435 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 20767 members 
Mstep: Class 25 contains 27687 members 
Mstep: Class 26 contains 17741 members 
Mstep: Class 27 contains 4952 members 
Mstep: Class 28 contains 4989 members 
Mstep: Class 29 contains 131487 members 
Mstep: Class 30 contains 30898 members 
Mstep: Class 31 contains 102827 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 9014 members 
Mstep: Class 34 contains 3320 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 81694 members 
Mstep: Class 37 contains 2904 members 
Mstep: Class 38 contains 4707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115002048.000000 Penalty: 128129.093750
Iteration 51Q: 39 clusters Score -1.15002e+08 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6072 members 
Mstep: Class 3 contains 16158 members 
Mstep: Class 4 contains 5058 members 
Mstep: Class 5 contains 40086 members 
Mstep: Class 6 contains 45677 members 
Mstep: Class 7 contains 12808 members 
Mstep: Class 8 contains 13948 members 
Mstep: Class 9 contains 7563 members 
Mstep: Class 10 contains 12874 members 
Mstep: Class 11 contains 12702 members 
Mstep: Class 12 contains 32673 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14496 members 
Mstep: Class 15 contains 68650 members 
Mstep: Class 16 contains 9485 members 
Mstep: Class 17 contains 9620 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 11888 members 
Mstep: Class 21 contains 6352 members 
Mstep: Class 22 contains 8434 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 20848 members 
Mstep: Class 25 contains 27675 members 
Mstep: Class 26 contains 17835 members 
Mstep: Class 27 contains 4948 members 
Mstep: Class 28 contains 5095 members 
Mstep: Class 29 contains 131597 members 
Mstep: Class 30 contains 30905 members 
Mstep: Class 31 contains 102584 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 8911 members 
Mstep: Class 34 contains 3386 members 
Mstep: Class 35 contains 644 members 
Mstep: Class 36 contains 81751 members 
Mstep: Class 37 contains 2901 members 
Mstep: Class 38 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115002568.000000 Penalty: 128129.093750
Iteration 52Q: 39 clusters Score -1.150026e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6036 members 
Mstep: Class 3 contains 16171 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 39884 members 
Mstep: Class 6 contains 45306 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 14203 members 
Mstep: Class 9 contains 7686 members 
Mstep: Class 10 contains 12984 members 
Mstep: Class 11 contains 12577 members 
Mstep: Class 12 contains 32692 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14569 members 
Mstep: Class 15 contains 68592 members 
Mstep: Class 16 contains 9483 members 
Mstep: Class 17 contains 9575 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 6356 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 20935 members 
Mstep: Class 25 contains 27688 members 
Mstep: Class 26 contains 17883 members 
Mstep: Class 27 contains 4951 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 131712 members 
Mstep: Class 30 contains 30904 members 
Mstep: Class 31 contains 102352 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 8841 members 
Mstep: Class 34 contains 3447 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81828 members 
Mstep: Class 37 contains 2896 members 
Mstep: Class 38 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115002848.000000 Penalty: 128129.093750
Iteration 53Q: 39 clusters Score -1.150028e+08 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 39700 members 
Mstep: Class 6 contains 44949 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 14455 members 
Mstep: Class 9 contains 7805 members 
Mstep: Class 10 contains 13077 members 
Mstep: Class 11 contains 12469 members 
Mstep: Class 12 contains 32702 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14653 members 
Mstep: Class 15 contains 68532 members 
Mstep: Class 16 contains 9487 members 
Mstep: Class 17 contains 9543 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 11684 members 
Mstep: Class 21 contains 6362 members 
Mstep: Class 22 contains 8427 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 21028 members 
Mstep: Class 25 contains 27689 members 
Mstep: Class 26 contains 17927 members 
Mstep: Class 27 contains 4958 members 
Mstep: Class 28 contains 5268 members 
Mstep: Class 29 contains 131820 members 
Mstep: Class 30 contains 30894 members 
Mstep: Class 31 contains 102138 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 8768 members 
Mstep: Class 34 contains 3498 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81881 members 
Mstep: Class 37 contains 2886 members 
Mstep: Class 38 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003328.000000 Penalty: 128129.093750
Iteration 54Q: 39 clusters Score -1.150033e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 16187 members 
Mstep: Class 4 contains 5194 members 
Mstep: Class 5 contains 39549 members 
Mstep: Class 6 contains 44607 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 14673 members 
Mstep: Class 9 contains 7916 members 
Mstep: Class 10 contains 13144 members 
Mstep: Class 11 contains 12370 members 
Mstep: Class 12 contains 32691 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14747 members 
Mstep: Class 15 contains 68500 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 9515 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 11609 members 
Mstep: Class 21 contains 6375 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 21126 members 
Mstep: Class 25 contains 27669 members 
Mstep: Class 26 contains 17980 members 
Mstep: Class 27 contains 4972 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 131925 members 
Mstep: Class 30 contains 30892 members 
Mstep: Class 31 contains 101932 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 8691 members 
Mstep: Class 34 contains 3543 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81919 members 
Mstep: Class 37 contains 2878 members 
Mstep: Class 38 contains 4806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003272.000000 Penalty: 128129.093750
Iteration 55Q: 39 clusters Score -1.150033e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5979 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 39415 members 
Mstep: Class 6 contains 44305 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 14888 members 
Mstep: Class 9 contains 8014 members 
Mstep: Class 10 contains 13200 members 
Mstep: Class 11 contains 12277 members 
Mstep: Class 12 contains 32672 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14838 members 
Mstep: Class 15 contains 68432 members 
Mstep: Class 16 contains 9527 members 
Mstep: Class 17 contains 9494 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 11550 members 
Mstep: Class 21 contains 6388 members 
Mstep: Class 22 contains 8425 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 21219 members 
Mstep: Class 25 contains 27682 members 
Mstep: Class 26 contains 17972 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 5458 members 
Mstep: Class 29 contains 132024 members 
Mstep: Class 30 contains 30885 members 
Mstep: Class 31 contains 101724 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 8633 members 
Mstep: Class 34 contains 3571 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81951 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003776.000000 Penalty: 128129.093750
Iteration 56Q: 39 clusters Score -1.150038e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 16213 members 
Mstep: Class 4 contains 5230 members 
Mstep: Class 5 contains 39303 members 
Mstep: Class 6 contains 44040 members 
Mstep: Class 7 contains 12763 members 
Mstep: Class 8 contains 15107 members 
Mstep: Class 9 contains 8112 members 
Mstep: Class 10 contains 13247 members 
Mstep: Class 11 contains 12199 members 
Mstep: Class 12 contains 32656 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14902 members 
Mstep: Class 15 contains 68397 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 20 contains 11497 members 
Mstep: Class 21 contains 6400 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 21288 members 
Mstep: Class 25 contains 27680 members 
Mstep: Class 26 contains 17978 members 
Mstep: Class 27 contains 5003 members 
Mstep: Class 28 contains 5534 members 
Mstep: Class 29 contains 132098 members 
Mstep: Class 30 contains 30881 members 
Mstep: Class 31 contains 101555 members 
Mstep: Class 32 contains 2300 members 
Mstep: Class 33 contains 8579 members 
Mstep: Class 34 contains 3607 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81973 members 
Mstep: Class 37 contains 2878 members 
Mstep: Class 38 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115004032.000000 Penalty: 128129.093750
Iteration 57Q: 39 clusters Score -1.15004e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5944 members 
Mstep: Class 3 contains 16226 members 
Mstep: Class 4 contains 5253 members 
Mstep: Class 5 contains 39207 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 12729 members 
Mstep: Class 8 contains 15307 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 13281 members 
Mstep: Class 11 contains 12117 members 
Mstep: Class 12 contains 32648 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 14963 members 
Mstep: Class 15 contains 68341 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 9436 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 20 contains 11444 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 21332 members 
Mstep: Class 25 contains 27660 members 
Mstep: Class 26 contains 17998 members 
Mstep: Class 27 contains 5048 members 
Mstep: Class 28 contains 5612 members 
Mstep: Class 29 contains 132157 members 
Mstep: Class 30 contains 30879 members 
Mstep: Class 31 contains 101417 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 8524 members 
Mstep: Class 34 contains 3632 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 82000 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 4860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115004464.000000 Penalty: 128129.093750
Iteration 58Q: 39 clusters Score -1.150045e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5930 members 
Mstep: Class 3 contains 16230 members 
Mstep: Class 4 contains 5276 members 
Mstep: Class 5 contains 39137 members 
Mstep: Class 6 contains 43571 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 15507 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 13316 members 
Mstep: Class 11 contains 12049 members 
Mstep: Class 12 contains 32625 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 15038 members 
Mstep: Class 15 contains 68312 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 9402 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 8563 members 
Mstep: Class 20 contains 11404 members 
Mstep: Class 21 contains 6417 members 
Mstep: Class 22 contains 8414 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 21358 members 
Mstep: Class 25 contains 27619 members 
Mstep: Class 26 contains 18008 members 
Mstep: Class 27 contains 5153 members 
Mstep: Class 28 contains 5684 members 
Mstep: Class 29 contains 132229 members 
Mstep: Class 30 contains 30878 members 
Mstep: Class 31 contains 101297 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 8479 members 
Mstep: Class 34 contains 3653 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81997 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 4874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115005912.000000 Penalty: 128129.093750
Iteration 59Q: 39 clusters Score -1.150059e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5915 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 5290 members 
Mstep: Class 5 contains 39093 members 
Mstep: Class 6 contains 43316 members 
Mstep: Class 7 contains 12557 members 
Mstep: Class 8 contains 15679 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 13336 members 
Mstep: Class 11 contains 11979 members 
Mstep: Class 12 contains 32599 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 15106 members 
Mstep: Class 15 contains 68299 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 9373 members 
Mstep: Class 18 contains 1016 members 
Mstep: Class 19 contains 8584 members 
Mstep: Class 20 contains 11354 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 21383 members 
Mstep: Class 25 contains 27559 members 
Mstep: Class 26 contains 18057 members 
Mstep: Class 27 contains 5295 members 
Mstep: Class 28 contains 5748 members 
Mstep: Class 29 contains 132331 members 
Mstep: Class 30 contains 30876 members 
Mstep: Class 31 contains 101179 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 8425 members 
Mstep: Class 34 contains 3680 members 
Mstep: Class 35 contains 643 members 
Mstep: Class 36 contains 81966 members 
Mstep: Class 37 contains 2880 members 
Mstep: Class 38 contains 4893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115008352.000000 Penalty: 128129.093750
Iteration 60F: 39 clusters Score -1.150084e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 39061 members 
Mstep: Class 6 contains 43079 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 15848 members 
Mstep: Class 9 contains 8442 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 11910 members 
Mstep: Class 12 contains 32569 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 15140 members 
Mstep: Class 15 contains 68297 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 9375 members 
Mstep: Class 18 contains 1009 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 11293 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 8411 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 21402 members 
Mstep: Class 25 contains 27522 members 
Mstep: Class 26 contains 18092 members 
Mstep: Class 27 contains 5420 members 
Mstep: Class 28 contains 5804 members 
Mstep: Class 29 contains 132422 members 
Mstep: Class 30 contains 30877 members 
Mstep: Class 31 contains 101052 members 
Mstep: Class 32 contains 2295 members 
Mstep: Class 33 contains 8353 members 
Mstep: Class 34 contains 3722 members 
Mstep: Class 35 contains 602 members 
Mstep: Class 36 contains 81923 members 
Mstep: Class 37 contains 2875 members 
Mstep: Class 38 contains 4882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115008704.000000 Penalty: 128129.093750
Iteration 61Q: 39 clusters Score -1.150087e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 5888 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 5 contains 39044 members 
Mstep: Class 6 contains 42858 members 
Mstep: Class 7 contains 12595 members 
Mstep: Class 8 contains 16017 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 13409 members 
Mstep: Class 11 contains 11836 members 
Mstep: Class 12 contains 32553 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15168 members 
Mstep: Class 15 contains 68317 members 
Mstep: Class 16 contains 9758 members 
Mstep: Class 17 contains 9350 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 11253 members 
Mstep: Class 21 contains 6429 members 
Mstep: Class 22 contains 8409 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 21419 members 
Mstep: Class 25 contains 27489 members 
Mstep: Class 26 contains 18086 members 
Mstep: Class 27 contains 5468 members 
Mstep: Class 28 contains 5860 members 
Mstep: Class 29 contains 132512 members 
Mstep: Class 30 contains 30872 members 
Mstep: Class 31 contains 100929 members 
Mstep: Class 32 contains 2293 members 
Mstep: Class 33 contains 8268 members 
Mstep: Class 34 contains 3766 members 
Mstep: Class 35 contains 575 members 
Mstep: Class 36 contains 81900 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115008680.000000 Penalty: 128129.093750
Iteration 62Q: 39 clusters Score -1.150087e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 16237 members 
Mstep: Class 4 contains 5411 members 
Mstep: Class 5 contains 39036 members 
Mstep: Class 6 contains 42665 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 16150 members 
Mstep: Class 9 contains 8615 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 11746 members 
Mstep: Class 12 contains 32543 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15214 members 
Mstep: Class 15 contains 68325 members 
Mstep: Class 16 contains 9827 members 
Mstep: Class 17 contains 9319 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8630 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 6429 members 
Mstep: Class 22 contains 8408 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 21442 members 
Mstep: Class 25 contains 27461 members 
Mstep: Class 26 contains 18077 members 
Mstep: Class 27 contains 5478 members 
Mstep: Class 28 contains 5919 members 
Mstep: Class 29 contains 132581 members 
Mstep: Class 30 contains 30879 members 
Mstep: Class 31 contains 100800 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 8188 members 
Mstep: Class 34 contains 3807 members 
Mstep: Class 35 contains 571 members 
Mstep: Class 36 contains 81900 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009160.000000 Penalty: 128129.093750
Iteration 63Q: 39 clusters Score -1.150092e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 5875 members 
Mstep: Class 3 contains 16235 members 
Mstep: Class 4 contains 5442 members 
Mstep: Class 5 contains 39043 members 
Mstep: Class 6 contains 42484 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 16278 members 
Mstep: Class 9 contains 8718 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 11667 members 
Mstep: Class 12 contains 32536 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15259 members 
Mstep: Class 15 contains 68339 members 
Mstep: Class 16 contains 9887 members 
Mstep: Class 17 contains 9284 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8636 members 
Mstep: Class 20 contains 11201 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 8403 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 21469 members 
Mstep: Class 25 contains 27436 members 
Mstep: Class 26 contains 18075 members 
Mstep: Class 27 contains 5479 members 
Mstep: Class 28 contains 5953 members 
Mstep: Class 29 contains 132627 members 
Mstep: Class 30 contains 30889 members 
Mstep: Class 31 contains 100695 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 8089 members 
Mstep: Class 34 contains 3845 members 
Mstep: Class 35 contains 568 members 
Mstep: Class 36 contains 81886 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 4895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009088.000000 Penalty: 128129.093750
Iteration 64Q: 39 clusters Score -1.150091e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5863 members 
Mstep: Class 3 contains 16234 members 
Mstep: Class 4 contains 5463 members 
Mstep: Class 5 contains 39071 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 13492 members 
Mstep: Class 11 contains 11607 members 
Mstep: Class 12 contains 32536 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 15 contains 68337 members 
Mstep: Class 16 contains 9967 members 
Mstep: Class 17 contains 9240 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8644 members 
Mstep: Class 20 contains 11184 members 
Mstep: Class 21 contains 6430 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 21479 members 
Mstep: Class 25 contains 27422 members 
Mstep: Class 26 contains 18056 members 
Mstep: Class 27 contains 5482 members 
Mstep: Class 28 contains 5995 members 
Mstep: Class 29 contains 132645 members 
Mstep: Class 30 contains 30900 members 
Mstep: Class 31 contains 100591 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7993 members 
Mstep: Class 34 contains 3883 members 
Mstep: Class 35 contains 564 members 
Mstep: Class 36 contains 81871 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009376.000000 Penalty: 128129.093750
Iteration 65Q: 39 clusters Score -1.150094e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5857 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 39110 members 
Mstep: Class 6 contains 42149 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 16533 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 13509 members 
Mstep: Class 11 contains 11556 members 
Mstep: Class 12 contains 32531 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15340 members 
Mstep: Class 15 contains 68368 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8651 members 
Mstep: Class 20 contains 11165 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 23 contains 2660 members 
Mstep: Class 24 contains 21494 members 
Mstep: Class 25 contains 27394 members 
Mstep: Class 26 contains 18021 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6020 members 
Mstep: Class 29 contains 132648 members 
Mstep: Class 30 contains 30904 members 
Mstep: Class 31 contains 100488 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7871 members 
Mstep: Class 34 contains 3932 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81866 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009680.000000 Penalty: 128129.093750
Iteration 66Q: 39 clusters Score -1.150097e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5848 members 
Mstep: Class 3 contains 16236 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 39140 members 
Mstep: Class 6 contains 41977 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 16661 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 13522 members 
Mstep: Class 11 contains 11517 members 
Mstep: Class 12 contains 32508 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 15 contains 68367 members 
Mstep: Class 16 contains 10088 members 
Mstep: Class 17 contains 9167 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8656 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 21499 members 
Mstep: Class 25 contains 27380 members 
Mstep: Class 26 contains 18040 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6051 members 
Mstep: Class 29 contains 132681 members 
Mstep: Class 30 contains 30909 members 
Mstep: Class 31 contains 100394 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7722 members 
Mstep: Class 34 contains 3975 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81865 members 
Mstep: Class 37 contains 2859 members 
Mstep: Class 38 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115009856.000000 Penalty: 128129.093750
Iteration 67Q: 39 clusters Score -1.150099e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 5839 members 
Mstep: Class 3 contains 16243 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 39164 members 
Mstep: Class 6 contains 41776 members 
Mstep: Class 7 contains 12616 members 
Mstep: Class 8 contains 16782 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 13540 members 
Mstep: Class 11 contains 11477 members 
Mstep: Class 12 contains 32485 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15405 members 
Mstep: Class 15 contains 68353 members 
Mstep: Class 16 contains 10146 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 8660 members 
Mstep: Class 20 contains 11146 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 21508 members 
Mstep: Class 25 contains 27352 members 
Mstep: Class 26 contains 18090 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6078 members 
Mstep: Class 29 contains 132703 members 
Mstep: Class 30 contains 30908 members 
Mstep: Class 31 contains 100320 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7553 members 
Mstep: Class 34 contains 4022 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81866 members 
Mstep: Class 37 contains 2856 members 
Mstep: Class 38 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010136.000000 Penalty: 128129.093750
Iteration 68Q: 39 clusters Score -1.150101e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 5601 members 
Mstep: Class 5 contains 39193 members 
Mstep: Class 6 contains 41580 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 16894 members 
Mstep: Class 9 contains 9239 members 
Mstep: Class 10 contains 13551 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 32467 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15440 members 
Mstep: Class 15 contains 68326 members 
Mstep: Class 16 contains 10200 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8666 members 
Mstep: Class 20 contains 11140 members 
Mstep: Class 21 contains 6451 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2667 members 
Mstep: Class 24 contains 21529 members 
Mstep: Class 25 contains 27319 members 
Mstep: Class 26 contains 18165 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6101 members 
Mstep: Class 29 contains 132724 members 
Mstep: Class 30 contains 30912 members 
Mstep: Class 31 contains 100255 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7374 members 
Mstep: Class 34 contains 4066 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81863 members 
Mstep: Class 37 contains 2852 members 
Mstep: Class 38 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010568.000000 Penalty: 128129.093750
Iteration 69Q: 39 clusters Score -1.150106e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5828 members 
Mstep: Class 3 contains 16250 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 39245 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 12619 members 
Mstep: Class 8 contains 16957 members 
Mstep: Class 9 contains 9337 members 
Mstep: Class 10 contains 13561 members 
Mstep: Class 11 contains 11395 members 
Mstep: Class 12 contains 32444 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15482 members 
Mstep: Class 15 contains 68294 members 
Mstep: Class 16 contains 10247 members 
Mstep: Class 17 contains 9073 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8675 members 
Mstep: Class 20 contains 11133 members 
Mstep: Class 21 contains 6463 members 
Mstep: Class 22 contains 8398 members 
Mstep: Class 23 contains 2673 members 
Mstep: Class 24 contains 21547 members 
Mstep: Class 25 contains 27294 members 
Mstep: Class 26 contains 18246 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6136 members 
Mstep: Class 29 contains 132747 members 
Mstep: Class 30 contains 30911 members 
Mstep: Class 31 contains 100191 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 7179 members 
Mstep: Class 34 contains 4117 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81852 members 
Mstep: Class 37 contains 2850 members 
Mstep: Class 38 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115010856.000000 Penalty: 128129.093750
Iteration 70Q: 39 clusters Score -1.150109e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 5821 members 
Mstep: Class 3 contains 16260 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 39293 members 
Mstep: Class 6 contains 41222 members 
Mstep: Class 7 contains 12619 members 
Mstep: Class 8 contains 17047 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 13571 members 
Mstep: Class 11 contains 11373 members 
Mstep: Class 12 contains 32418 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15526 members 
Mstep: Class 15 contains 68257 members 
Mstep: Class 16 contains 10305 members 
Mstep: Class 17 contains 9038 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8680 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 8396 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 21570 members 
Mstep: Class 25 contains 27272 members 
Mstep: Class 26 contains 18342 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6155 members 
Mstep: Class 29 contains 132744 members 
Mstep: Class 30 contains 30914 members 
Mstep: Class 31 contains 100126 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6967 members 
Mstep: Class 34 contains 4149 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81841 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 4969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011624.000000 Penalty: 128129.093750
Iteration 71Q: 39 clusters Score -1.150116e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5812 members 
Mstep: Class 3 contains 16265 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 39363 members 
Mstep: Class 6 contains 41014 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 17120 members 
Mstep: Class 9 contains 9567 members 
Mstep: Class 10 contains 13579 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 32403 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15579 members 
Mstep: Class 15 contains 68231 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 9029 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 11123 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 8397 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 21571 members 
Mstep: Class 25 contains 27238 members 
Mstep: Class 26 contains 18419 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 6166 members 
Mstep: Class 29 contains 132748 members 
Mstep: Class 30 contains 30916 members 
Mstep: Class 31 contains 100055 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6763 members 
Mstep: Class 34 contains 4182 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81835 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 4981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011952.000000 Penalty: 128129.093750
Iteration 72Q: 39 clusters Score -1.15012e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5805 members 
Mstep: Class 3 contains 16270 members 
Mstep: Class 4 contains 5782 members 
Mstep: Class 5 contains 39412 members 
Mstep: Class 6 contains 40803 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 17221 members 
Mstep: Class 9 contains 9685 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 32386 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15616 members 
Mstep: Class 15 contains 68221 members 
Mstep: Class 16 contains 10412 members 
Mstep: Class 17 contains 9014 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8693 members 
Mstep: Class 20 contains 11116 members 
Mstep: Class 21 contains 6517 members 
Mstep: Class 22 contains 8394 members 
Mstep: Class 23 contains 2666 members 
Mstep: Class 24 contains 21575 members 
Mstep: Class 25 contains 27168 members 
Mstep: Class 26 contains 18504 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6166 members 
Mstep: Class 29 contains 132786 members 
Mstep: Class 30 contains 30915 members 
Mstep: Class 31 contains 99984 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6602 members 
Mstep: Class 34 contains 4222 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81825 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 4985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012064.000000 Penalty: 128129.093750
Iteration 73Q: 39 clusters Score -1.150121e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5800 members 
Mstep: Class 3 contains 16281 members 
Mstep: Class 4 contains 5838 members 
Mstep: Class 5 contains 39451 members 
Mstep: Class 6 contains 40619 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 17295 members 
Mstep: Class 9 contains 9801 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 11295 members 
Mstep: Class 12 contains 32364 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 68230 members 
Mstep: Class 16 contains 10456 members 
Mstep: Class 17 contains 9000 members 
Mstep: Class 18 contains 1003 members 
Mstep: Class 19 contains 8697 members 
Mstep: Class 20 contains 11100 members 
Mstep: Class 21 contains 6524 members 
Mstep: Class 22 contains 8393 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 21581 members 
Mstep: Class 25 contains 27119 members 
Mstep: Class 26 contains 18542 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 6174 members 
Mstep: Class 29 contains 132774 members 
Mstep: Class 30 contains 30916 members 
Mstep: Class 31 contains 99908 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6511 members 
Mstep: Class 34 contains 4262 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81829 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 4998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012032.000000 Penalty: 128129.093750
Iteration 74Q: 39 clusters Score -1.15012e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 16287 members 
Mstep: Class 4 contains 5882 members 
Mstep: Class 5 contains 39499 members 
Mstep: Class 6 contains 40421 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 17378 members 
Mstep: Class 9 contains 9925 members 
Mstep: Class 10 contains 13597 members 
Mstep: Class 11 contains 11275 members 
Mstep: Class 12 contains 32342 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 15 contains 68220 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 8969 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 11084 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 8392 members 
Mstep: Class 23 contains 2671 members 
Mstep: Class 24 contains 21587 members 
Mstep: Class 25 contains 27037 members 
Mstep: Class 26 contains 18550 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 6185 members 
Mstep: Class 29 contains 132772 members 
Mstep: Class 30 contains 30915 members 
Mstep: Class 31 contains 99844 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6456 members 
Mstep: Class 34 contains 4310 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81833 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012424.000000 Penalty: 128129.093750
Iteration 75Q: 39 clusters Score -1.150124e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5795 members 
Mstep: Class 3 contains 16296 members 
Mstep: Class 4 contains 5920 members 
Mstep: Class 5 contains 39541 members 
Mstep: Class 6 contains 40235 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 17449 members 
Mstep: Class 9 contains 10059 members 
Mstep: Class 10 contains 13607 members 
Mstep: Class 11 contains 11254 members 
Mstep: Class 12 contains 32326 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15736 members 
Mstep: Class 15 contains 68183 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8706 members 
Mstep: Class 20 contains 11074 members 
Mstep: Class 21 contains 6538 members 
Mstep: Class 22 contains 8394 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 21592 members 
Mstep: Class 25 contains 26966 members 
Mstep: Class 26 contains 18557 members 
Mstep: Class 27 contains 5484 members 
Mstep: Class 28 contains 6200 members 
Mstep: Class 29 contains 132772 members 
Mstep: Class 30 contains 30902 members 
Mstep: Class 31 contains 99789 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6417 members 
Mstep: Class 34 contains 4351 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81832 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012472.000000 Penalty: 128129.093750
Iteration 76Q: 39 clusters Score -1.150125e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5792 members 
Mstep: Class 3 contains 16297 members 
Mstep: Class 4 contains 5940 members 
Mstep: Class 5 contains 39583 members 
Mstep: Class 6 contains 40044 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 10182 members 
Mstep: Class 10 contains 13614 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 32298 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 68134 members 
Mstep: Class 16 contains 10597 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8707 members 
Mstep: Class 20 contains 11064 members 
Mstep: Class 21 contains 6550 members 
Mstep: Class 22 contains 8398 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 21601 members 
Mstep: Class 25 contains 26918 members 
Mstep: Class 26 contains 18553 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6214 members 
Mstep: Class 29 contains 132781 members 
Mstep: Class 30 contains 30901 members 
Mstep: Class 31 contains 99749 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6394 members 
Mstep: Class 34 contains 4394 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81829 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 5005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012408.000000 Penalty: 128129.093750
Iteration 77Q: 39 clusters Score -1.150124e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 16297 members 
Mstep: Class 4 contains 5971 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 39878 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 17571 members 
Mstep: Class 9 contains 10299 members 
Mstep: Class 10 contains 13625 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 32287 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 68104 members 
Mstep: Class 16 contains 10646 members 
Mstep: Class 17 contains 8900 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8708 members 
Mstep: Class 20 contains 11052 members 
Mstep: Class 21 contains 6557 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 23 contains 2697 members 
Mstep: Class 24 contains 21599 members 
Mstep: Class 25 contains 26875 members 
Mstep: Class 26 contains 18507 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6222 members 
Mstep: Class 29 contains 132780 members 
Mstep: Class 30 contains 30898 members 
Mstep: Class 31 contains 99701 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 4440 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81819 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 5003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115012664.000000 Penalty: 128129.093750
Iteration 78Q: 39 clusters Score -1.150127e+08 nChanged 1143
Entering ConstructFrom: 
Score: -115012664.000000 Penalty: 128129.093750
Entering ConstructFrom: 
Trying to split cluster 1 (9731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Entering Unmasked Estep 
Score: -1436536.250000 Penalty: 2277.401855
	Iteration 0F: 2 clusters Score -1436536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1429033.875000 Penalty: 4554.803711
	Iteration 0F: 3 clusters Score -1429034 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1431406.500000 Penalty: 4554.803711
	Iteration 1F: 3 clusters Score -1431406 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1432040.250000 Penalty: 4554.803711
	Iteration 2F: 3 clusters Score -1432040 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1432642.000000 Penalty: 4554.803711
	Iteration 3F: 3 clusters Score -1432642 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1433186.250000 Penalty: 4554.803711
	Iteration 4F: 3 clusters Score -1433186 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1433648.500000 Penalty: 4554.803711
	Iteration 5F: 3 clusters Score -1433648 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1433976.375000 Penalty: 4554.803711
	Iteration 6F: 3 clusters Score -1433976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1434271.750000 Penalty: 4554.803711
	Iteration 7Q: 3 clusters Score -1434272 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1434526.875000 Penalty: 4554.803711
	Iteration 8Q: 3 clusters Score -1434527 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1434755.125000 Penalty: 4554.803711
	Iteration 9Q: 3 clusters Score -1434755 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1434895.250000 Penalty: 4554.803711
	Iteration 10Q: 3 clusters Score -1434895 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1434976.750000 Penalty: 4554.803711
	Iteration 11Q: 3 clusters Score -1434977 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1435037.500000 Penalty: 4554.803711
	Iteration 12Q: 3 clusters Score -1435038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1435079.000000 Penalty: 4554.803711
	Iteration 13Q: 3 clusters Score -1435079 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1435106.125000 Penalty: 4554.803711
	Iteration 14Q: 3 clusters Score -1435106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1435120.625000 Penalty: 4554.803711
	Iteration 15Q: 3 clusters Score -1435121 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1435132.250000 Penalty: 4554.803711
	Iteration 16Q: 3 clusters Score -1435132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1435136.375000 Penalty: 4554.803711
	Iteration 17Q: 3 clusters Score -1435136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1435142.875000 Penalty: 4554.803711
	Iteration 18Q: 3 clusters Score -1435143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1435148.500000 Penalty: 4554.803711
	Iteration 19Q: 3 clusters Score -1435148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1435151.750000 Penalty: 4554.803711
	Iteration 20F: 3 clusters Score -1435152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1435154.625000 Penalty: 4554.803711
	Iteration 21Q: 3 clusters Score -1435155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1435156.375000 Penalty: 4554.803711
	Iteration 22Q: 3 clusters Score -1435156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1435157.875000 Penalty: 4554.803711
	Iteration 23Q: 3 clusters Score -1435158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1435160.625000 Penalty: 4554.803711
	Iteration 24Q: 3 clusters Score -1435161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1435160.500000 Penalty: 4554.803711
	Iteration 25Q: 3 clusters Score -1435160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1435164.750000 Penalty: 4554.803711
	Iteration 26Q: 3 clusters Score -1435165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1435164.500000 Penalty: 4554.803711
	Iteration 27Q: 3 clusters Score -1435164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1435165.500000 Penalty: 4554.803711
	Iteration 28Q: 3 clusters Score -1435166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1435169.625000 Penalty: 4554.803711
	Iteration 29Q: 3 clusters Score -1435170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1435171.000000 Penalty: 4554.803711
	Iteration 30Q: 3 clusters Score -1435171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1435174.375000 Penalty: 4554.803711
	Iteration 31Q: 3 clusters Score -1435174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1435175.000000 Penalty: 4554.803711
	Iteration 32Q: 3 clusters Score -1435175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1435176.125000 Penalty: 4554.803711
	Iteration 33Q: 3 clusters Score -1435176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1435174.250000 Penalty: 4554.803711
	Iteration 34Q: 3 clusters Score -1435174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1435174.375000 Penalty: 4554.803711
	Iteration 35Q: 3 clusters Score -1435174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1435177.875000 Penalty: 4554.803711
	Iteration 36Q: 3 clusters Score -1435178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1435176.375000 Penalty: 4554.803711
	Iteration 37Q: 3 clusters Score -1435176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1435175.625000 Penalty: 4554.803711
	Iteration 38Q: 3 clusters Score -1435176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1435179.000000 Penalty: 4554.803711
	Iteration 39Q: 3 clusters Score -1435179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1435178.125000 Penalty: 4554.803711
	Iteration 40F: 3 clusters Score -1435178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1435178.500000 Penalty: 4554.803711
	Iteration 41Q: 3 clusters Score -1435178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1435176.125000 Penalty: 4554.803711
	Iteration 42Q: 3 clusters Score -1435176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1435176.125000 Penalty: 4554.803711
	Iteration 43F: 3 clusters Score -1435176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -832113.625000 Penalty: 2148.343994
	Iteration 0F: 2 clusters Score -832113.6 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 2889 members 
Entering Unmasked Estep 
Score: -827140.062500 Penalty: 4296.687988
	Iteration 0F: 3 clusters Score -827140.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -828416.750000 Penalty: 4296.687988
	Iteration 1F: 3 clusters Score -828416.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -828649.125000 Penalty: 4296.687988
	Iteration 2F: 3 clusters Score -828649.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -828853.625000 Penalty: 4296.687988
	Iteration 3F: 3 clusters Score -828853.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -829052.937500 Penalty: 4296.687988
	Iteration 4F: 3 clusters Score -829052.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -829251.125000 Penalty: 4296.687988
	Iteration 5Q: 3 clusters Score -829251.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -829490.625000 Penalty: 4296.687988
	Iteration 6F: 3 clusters Score -829490.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -829735.187500 Penalty: 4296.687988
	Iteration 7F: 3 clusters Score -829735.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -829984.687500 Penalty: 4296.687988
	Iteration 8Q: 3 clusters Score -829984.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -830207.625000 Penalty: 4296.687988
	Iteration 9Q: 3 clusters Score -830207.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -830369.812500 Penalty: 4296.687988
	Iteration 10Q: 3 clusters Score -830369.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -830501.312500 Penalty: 4296.687988
	Iteration 11Q: 3 clusters Score -830501.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -830590.250000 Penalty: 4296.687988
	Iteration 12Q: 3 clusters Score -830590.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -830651.875000 Penalty: 4296.687988
	Iteration 13Q: 3 clusters Score -830651.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -830693.000000 Penalty: 4296.687988
	Iteration 14Q: 3 clusters Score -830693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -830720.000000 Penalty: 4296.687988
	Iteration 15Q: 3 clusters Score -830720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -830740.875000 Penalty: 4296.687988
	Iteration 16Q: 3 clusters Score -830740.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -830758.437500 Penalty: 4296.687988
	Iteration 17Q: 3 clusters Score -830758.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -830766.562500 Penalty: 4296.687988
	Iteration 18Q: 3 clusters Score -830766.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -830771.187500 Penalty: 4296.687988
	Iteration 19Q: 3 clusters Score -830771.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -830775.687500 Penalty: 4296.687988
	Iteration 20F: 3 clusters Score -830775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -830778.312500 Penalty: 4296.687988
	Iteration 21Q: 3 clusters Score -830778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -830781.750000 Penalty: 4296.687988
	Iteration 22Q: 3 clusters Score -830781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -830783.500000 Penalty: 4296.687988
	Iteration 23Q: 3 clusters Score -830783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -830784.625000 Penalty: 4296.687988
	Iteration 24Q: 3 clusters Score -830784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -830784.875000 Penalty: 4296.687988
	Iteration 25Q: 3 clusters Score -830784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -830785.375000 Penalty: 4296.687988
	Iteration 26Q: 3 clusters Score -830785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -830785.375000 Penalty: 4296.687988
	Iteration 27F: 3 clusters Score -830785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2435311.000000 Penalty: 2405.362793
	Iteration 0F: 2 clusters Score -2435311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2423548.250000 Penalty: 4810.725586
	Iteration 0F: 3 clusters Score -2423548 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2427399.750000 Penalty: 4810.725586
	Iteration 1F: 3 clusters Score -2427400 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2427751.500000 Penalty: 4810.725586
	Iteration 2F: 3 clusters Score -2427752 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2428035.250000 Penalty: 4810.725586
	Iteration 3Q: 3 clusters Score -2428035 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2428299.250000 Penalty: 4810.725586
	Iteration 4Q: 3 clusters Score -2428299 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2428587.750000 Penalty: 4810.725586
	Iteration 5Q: 3 clusters Score -2428588 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2428898.250000 Penalty: 4810.725586
	Iteration 6Q: 3 clusters Score -2428898 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2429299.250000 Penalty: 4810.725586
	Iteration 7Q: 3 clusters Score -2429299 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2429828.000000 Penalty: 4810.725586
	Iteration 8Q: 3 clusters Score -2429828 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2430411.250000 Penalty: 4810.725586
	Iteration 9Q: 3 clusters Score -2430411 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2431035.000000 Penalty: 4810.725586
	Iteration 10Q: 3 clusters Score -2431035 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2431686.750000 Penalty: 4810.725586
	Iteration 11Q: 3 clusters Score -2431687 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2432221.750000 Penalty: 4810.725586
	Iteration 12Q: 3 clusters Score -2432222 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2432564.000000 Penalty: 4810.725586
	Iteration 13Q: 3 clusters Score -2432564 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2432755.500000 Penalty: 4810.725586
	Iteration 14Q: 3 clusters Score -2432756 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2432885.250000 Penalty: 4810.725586
	Iteration 15Q: 3 clusters Score -2432885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2432960.750000 Penalty: 4810.725586
	Iteration 16Q: 3 clusters Score -2432961 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2433043.250000 Penalty: 4810.725586
	Iteration 17Q: 3 clusters Score -2433043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2433105.750000 Penalty: 4810.725586
	Iteration 18Q: 3 clusters Score -2433106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2433161.750000 Penalty: 4810.725586
	Iteration 19Q: 3 clusters Score -2433162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2433219.000000 Penalty: 4810.725586
	Iteration 20F: 3 clusters Score -2433219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2433254.500000 Penalty: 4810.725586
	Iteration 21Q: 3 clusters Score -2433254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2433291.000000 Penalty: 4810.725586
	Iteration 22Q: 3 clusters Score -2433291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2433333.500000 Penalty: 4810.725586
	Iteration 23Q: 3 clusters Score -2433334 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2433369.500000 Penalty: 4810.725586
	Iteration 24Q: 3 clusters Score -2433370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2433396.750000 Penalty: 4810.725586
	Iteration 25Q: 3 clusters Score -2433397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2433419.750000 Penalty: 4810.725586
	Iteration 26Q: 3 clusters Score -2433420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2433437.000000 Penalty: 4810.725586
	Iteration 27Q: 3 clusters Score -2433437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2433476.250000 Penalty: 4810.725586
	Iteration 28Q: 3 clusters Score -2433476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2433508.500000 Penalty: 4810.725586
	Iteration 29Q: 3 clusters Score -2433508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -2433530.000000 Penalty: 4810.725586
	Iteration 30Q: 3 clusters Score -2433530 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2433551.250000 Penalty: 4810.725586
	Iteration 31Q: 3 clusters Score -2433551 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2433568.500000 Penalty: 4810.725586
	Iteration 32Q: 3 clusters Score -2433568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2433583.000000 Penalty: 4810.725586
	Iteration 33Q: 3 clusters Score -2433583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2433591.750000 Penalty: 4810.725586
	Iteration 34Q: 3 clusters Score -2433592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2433599.500000 Penalty: 4810.725586
	Iteration 35Q: 3 clusters Score -2433600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2433610.750000 Penalty: 4810.725586
	Iteration 36Q: 3 clusters Score -2433611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2433613.750000 Penalty: 4810.725586
	Iteration 37Q: 3 clusters Score -2433614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2433627.750000 Penalty: 4810.725586
	Iteration 38Q: 3 clusters Score -2433628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2433639.000000 Penalty: 4810.725586
	Iteration 39Q: 3 clusters Score -2433639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2433642.750000 Penalty: 4810.725586
	Iteration 40F: 3 clusters Score -2433643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2433644.250000 Penalty: 4810.725586
	Iteration 41Q: 3 clusters Score -2433644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2433649.000000 Penalty: 4810.725586
	Iteration 42Q: 3 clusters Score -2433649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2433659.750000 Penalty: 4810.725586
	Iteration 43Q: 3 clusters Score -2433660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2433664.500000 Penalty: 4810.725586
	Iteration 44Q: 3 clusters Score -2433664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2433674.000000 Penalty: 4810.725586
	Iteration 45Q: 3 clusters Score -2433674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2433682.250000 Penalty: 4810.725586
	Iteration 46Q: 3 clusters Score -2433682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2433686.250000 Penalty: 4810.725586
	Iteration 47Q: 3 clusters Score -2433686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2433696.500000 Penalty: 4810.725586
	Iteration 48Q: 3 clusters Score -2433696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2433702.000000 Penalty: 4810.725586
	Iteration 49Q: 3 clusters Score -2433702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2433713.750000 Penalty: 4810.725586
	Iteration 50Q: 3 clusters Score -2433714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2433719.750000 Penalty: 4810.725586
	Iteration 51Q: 3 clusters Score -2433720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2433731.250000 Penalty: 4810.725586
	Iteration 52Q: 3 clusters Score -2433731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2433748.750000 Penalty: 4810.725586
	Iteration 53Q: 3 clusters Score -2433749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2433758.250000 Penalty: 4810.725586
	Iteration 54Q: 3 clusters Score -2433758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2433775.250000 Penalty: 4810.725586
	Iteration 55Q: 3 clusters Score -2433775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2433788.500000 Penalty: 4810.725586
	Iteration 56Q: 3 clusters Score -2433788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2433797.000000 Penalty: 4810.725586
	Iteration 57Q: 3 clusters Score -2433797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2433805.500000 Penalty: 4810.725586
	Iteration 58Q: 3 clusters Score -2433806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2433807.000000 Penalty: 4810.725586
	Iteration 59Q: 3 clusters Score -2433807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2433813.000000 Penalty: 4810.725586
	Iteration 60F: 3 clusters Score -2433813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2433822.250000 Penalty: 4810.725586
	Iteration 61Q: 3 clusters Score -2433822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2433824.750000 Penalty: 4810.725586
	Iteration 62Q: 3 clusters Score -2433825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2433831.750000 Penalty: 4810.725586
	Iteration 63Q: 3 clusters Score -2433832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2433834.750000 Penalty: 4810.725586
	Iteration 64Q: 3 clusters Score -2433835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2433830.750000 Penalty: 4810.725586
	Iteration 65Q: 3 clusters Score -2433831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2433831.000000 Penalty: 4810.725586
	Iteration 66Q: 3 clusters Score -2433831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2433837.750000 Penalty: 4810.725586
	Iteration 67Q: 3 clusters Score -2433838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2433835.750000 Penalty: 4810.725586
	Iteration 68Q: 3 clusters Score -2433836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2433835.750000 Penalty: 4810.725586
	Iteration 69Q: 3 clusters Score -2433836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2433837.000000 Penalty: 4810.725586
	Iteration 70Q: 3 clusters Score -2433837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2433841.750000 Penalty: 4810.725586
	Iteration 71Q: 3 clusters Score -2433842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2433843.250000 Penalty: 4810.725586
	Iteration 72Q: 3 clusters Score -2433843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2433843.500000 Penalty: 4810.725586
	Iteration 73Q: 3 clusters Score -2433844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2433843.750000 Penalty: 4810.725586
	Iteration 74Q: 3 clusters Score -2433844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2433843.750000 Penalty: 4810.725586
	Iteration 75F: 3 clusters Score -2433844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Entering Unmasked Estep 
Score: -842791.875000 Penalty: 2157.644775
	Iteration 0F: 2 clusters Score -842791.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -837622.875000 Penalty: 4315.289551
	Iteration 0F: 3 clusters Score -837622.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -839014.750000 Penalty: 4315.289551
	Iteration 1F: 3 clusters Score -839014.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -839301.187500 Penalty: 4315.289551
	Iteration 2F: 3 clusters Score -839301.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -839547.125000 Penalty: 4315.289551
	Iteration 3F: 3 clusters Score -839547.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -839761.812500 Penalty: 4315.289551
	Iteration 4F: 3 clusters Score -839761.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -839955.062500 Penalty: 4315.289551
	Iteration 5Q: 3 clusters Score -839955.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -840155.187500 Penalty: 4315.289551
	Iteration 6Q: 3 clusters Score -840155.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -840332.625000 Penalty: 4315.289551
	Iteration 7Q: 3 clusters Score -840332.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -840465.937500 Penalty: 4315.289551
	Iteration 8Q: 3 clusters Score -840465.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -840609.250000 Penalty: 4315.289551
	Iteration 9Q: 3 clusters Score -840609.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -840756.062500 Penalty: 4315.289551
	Iteration 10Q: 3 clusters Score -840756.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -840885.875000 Penalty: 4315.289551
	Iteration 11Q: 3 clusters Score -840885.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -840998.875000 Penalty: 4315.289551
	Iteration 12Q: 3 clusters Score -840998.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -841111.625000 Penalty: 4315.289551
	Iteration 13Q: 3 clusters Score -841111.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -841215.687500 Penalty: 4315.289551
	Iteration 14Q: 3 clusters Score -841215.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -841295.875000 Penalty: 4315.289551
	Iteration 15Q: 3 clusters Score -841295.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -841365.750000 Penalty: 4315.289551
	Iteration 16Q: 3 clusters Score -841365.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -841420.812500 Penalty: 4315.289551
	Iteration 17Q: 3 clusters Score -841420.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -841460.000000 Penalty: 4315.289551
	Iteration 18Q: 3 clusters Score -841460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -841489.312500 Penalty: 4315.289551
	Iteration 19Q: 3 clusters Score -841489.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -841518.125000 Penalty: 4315.289551
	Iteration 20F: 3 clusters Score -841518.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -841541.375000 Penalty: 4315.289551
	Iteration 21Q: 3 clusters Score -841541.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -841558.500000 Penalty: 4315.289551
	Iteration 22Q: 3 clusters Score -841558.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -841573.187500 Penalty: 4315.289551
	Iteration 23Q: 3 clusters Score -841573.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -841588.812500 Penalty: 4315.289551
	Iteration 24Q: 3 clusters Score -841588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -841600.812500 Penalty: 4315.289551
	Iteration 25Q: 3 clusters Score -841600.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -841618.562500 Penalty: 4315.289551
	Iteration 26Q: 3 clusters Score -841618.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -841634.312500 Penalty: 4315.289551
	Iteration 27Q: 3 clusters Score -841634.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -841652.000000 Penalty: 4315.289551
	Iteration 28Q: 3 clusters Score -841652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -841674.062500 Penalty: 4315.289551
	Iteration 29Q: 3 clusters Score -841674.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -841713.187500 Penalty: 4315.289551
	Iteration 30Q: 3 clusters Score -841713.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -841748.375000 Penalty: 4315.289551
	Iteration 31Q: 3 clusters Score -841748.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -841798.375000 Penalty: 4315.289551
	Iteration 32Q: 3 clusters Score -841798.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -841844.687500 Penalty: 4315.289551
	Iteration 33Q: 3 clusters Score -841844.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -841885.375000 Penalty: 4315.289551
	Iteration 34Q: 3 clusters Score -841885.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -841911.437500 Penalty: 4315.289551
	Iteration 35Q: 3 clusters Score -841911.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -841926.500000 Penalty: 4315.289551
	Iteration 36Q: 3 clusters Score -841926.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -841937.187500 Penalty: 4315.289551
	Iteration 37Q: 3 clusters Score -841937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -841951.312500 Penalty: 4315.289551
	Iteration 38Q: 3 clusters Score -841951.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -841960.875000 Penalty: 4315.289551
	Iteration 39Q: 3 clusters Score -841960.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -841968.437500 Penalty: 4315.289551
	Iteration 40F: 3 clusters Score -841968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -841972.250000 Penalty: 4315.289551
	Iteration 41Q: 3 clusters Score -841972.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -841974.875000 Penalty: 4315.289551
	Iteration 42Q: 3 clusters Score -841974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -841976.250000 Penalty: 4315.289551
	Iteration 43Q: 3 clusters Score -841976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -841976.812500 Penalty: 4315.289551
	Iteration 44Q: 3 clusters Score -841976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -841980.000000 Penalty: 4315.289551
	Iteration 45Q: 3 clusters Score -841980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -841984.062500 Penalty: 4315.289551
	Iteration 46Q: 3 clusters Score -841984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -841987.937500 Penalty: 4315.289551
	Iteration 47Q: 3 clusters Score -841987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -841989.687500 Penalty: 4315.289551
	Iteration 48Q: 3 clusters Score -841989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -841990.625000 Penalty: 4315.289551
	Iteration 49Q: 3 clusters Score -841990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -841993.812500 Penalty: 4315.289551
	Iteration 50Q: 3 clusters Score -841993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -841994.125000 Penalty: 4315.289551
	Iteration 51Q: 3 clusters Score -841994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -841993.937500 Penalty: 4315.289551
	Iteration 52Q: 3 clusters Score -841993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -841994.000000 Penalty: 4315.289551
	Iteration 53Q: 3 clusters Score -841994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -841994.000000 Penalty: 4315.289551
	Iteration 54F: 3 clusters Score -841994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Entering Unmasked Estep 
Score: -5934831.000000 Penalty: 2626.010986
	Iteration 0F: 2 clusters Score -5934831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5907986.000000 Penalty: 5252.021973
	Iteration 0F: 3 clusters Score -5907986 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5918587.000000 Penalty: 5252.021973
	Iteration 1F: 3 clusters Score -5918587 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -5920057.500000 Penalty: 5252.021973
	Iteration 2F: 3 clusters Score -5920058 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -5921901.500000 Penalty: 5252.021973
	Iteration 3F: 3 clusters Score -5921902 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5923752.000000 Penalty: 5252.021973
	Iteration 4F: 3 clusters Score -5923752 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5925694.000000 Penalty: 5252.021973
	Iteration 5F: 3 clusters Score -5925694 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -5927950.500000 Penalty: 5252.021973
	Iteration 6F: 3 clusters Score -5927950 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -5930408.000000 Penalty: 5252.021973
	Iteration 7F: 3 clusters Score -5930408 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -5932554.500000 Penalty: 5252.021973
	Iteration 8F: 3 clusters Score -5932554 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5934079.000000 Penalty: 5252.021973
	Iteration 9Q: 3 clusters Score -5934079 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -5934887.000000 Penalty: 5252.021973
	Iteration 10Q: 3 clusters Score -5934887 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5935209.500000 Penalty: 5252.021973
	Iteration 11Q: 3 clusters Score -5935210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5935329.500000 Penalty: 5252.021973
	Iteration 12Q: 3 clusters Score -5935330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5935390.000000 Penalty: 5252.021973
	Iteration 13Q: 3 clusters Score -5935390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5935432.500000 Penalty: 5252.021973
	Iteration 14Q: 3 clusters Score -5935432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5935457.500000 Penalty: 5252.021973
	Iteration 15Q: 3 clusters Score -5935458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5935458.000000 Penalty: 5252.021973
	Iteration 16Q: 3 clusters Score -5935458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5935459.000000 Penalty: 5252.021973
	Iteration 17Q: 3 clusters Score -5935459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5935456.500000 Penalty: 5252.021973
	Iteration 18Q: 3 clusters Score -5935456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -5935457.000000 Penalty: 5252.021973
	Iteration 19Q: 3 clusters Score -5935457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -5935450.500000 Penalty: 5252.021973
	Iteration 20F: 3 clusters Score -5935450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -5935454.000000 Penalty: 5252.021973
	Iteration 21Q: 3 clusters Score -5935454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5935458.000000 Penalty: 5252.021973
	Iteration 22Q: 3 clusters Score -5935458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -5935451.000000 Penalty: 5252.021973
	Iteration 23Q: 3 clusters Score -5935451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -5935454.000000 Penalty: 5252.021973
	Iteration 24Q: 3 clusters Score -5935454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5935452.000000 Penalty: 5252.021973
	Iteration 25Q: 3 clusters Score -5935452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5935454.500000 Penalty: 5252.021973
	Iteration 26Q: 3 clusters Score -5935454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5935456.000000 Penalty: 5252.021973
	Iteration 27Q: 3 clusters Score -5935456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5935458.500000 Penalty: 5252.021973
	Iteration 28Q: 3 clusters Score -5935458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -5935458.500000 Penalty: 5252.021973
	Iteration 29F: 3 clusters Score -5935458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 26825 members 
Mstep: Class 26 contains 18466 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 132746 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Entering Unmasked Estep 
Score: -115013160.000000 Penalty: 131500.921875
Splitting cluster 5 changes total score from -115012664.000000 to -115013160.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 6 (39717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Entering Unmasked Estep 
Score: -5922853.000000 Penalty: 2626.204590
	Iteration 0F: 2 clusters Score -5922853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5895852.000000 Penalty: 5252.409180
	Iteration 0F: 3 clusters Score -5895852 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -5905835.000000 Penalty: 5252.409180
	Iteration 1F: 3 clusters Score -5905835 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -5906536.000000 Penalty: 5252.409180
	Iteration 2Q: 3 clusters Score -5906536 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5907287.500000 Penalty: 5252.409180
	Iteration 3Q: 3 clusters Score -5907288 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5908288.500000 Penalty: 5252.409180
	Iteration 4Q: 3 clusters Score -5908288 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -5909620.500000 Penalty: 5252.409180
	Iteration 5F: 3 clusters Score -5909620 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5911317.000000 Penalty: 5252.409180
	Iteration 6F: 3 clusters Score -5911317 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -5913247.500000 Penalty: 5252.409180
	Iteration 7F: 3 clusters Score -5913248 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5915242.000000 Penalty: 5252.409180
	Iteration 8F: 3 clusters Score -5915242 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -5917150.000000 Penalty: 5252.409180
	Iteration 9F: 3 clusters Score -5917150 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -5918685.500000 Penalty: 5252.409180
	Iteration 10Q: 3 clusters Score -5918686 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -5919831.000000 Penalty: 5252.409180
	Iteration 11Q: 3 clusters Score -5919831 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5920359.500000 Penalty: 5252.409180
	Iteration 12Q: 3 clusters Score -5920360 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5920651.000000 Penalty: 5252.409180
	Iteration 13Q: 3 clusters Score -5920651 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -5920788.000000 Penalty: 5252.409180
	Iteration 14Q: 3 clusters Score -5920788 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -5920866.500000 Penalty: 5252.409180
	Iteration 15Q: 3 clusters Score -5920866 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -5920991.000000 Penalty: 5252.409180
	Iteration 16Q: 3 clusters Score -5920991 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -5921071.000000 Penalty: 5252.409180
	Iteration 17Q: 3 clusters Score -5921071 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5921154.500000 Penalty: 5252.409180
	Iteration 18Q: 3 clusters Score -5921154 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5921221.000000 Penalty: 5252.409180
	Iteration 19Q: 3 clusters Score -5921221 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -5921269.000000 Penalty: 5252.409180
	Iteration 20F: 3 clusters Score -5921269 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5921319.500000 Penalty: 5252.409180
	Iteration 21Q: 3 clusters Score -5921320 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5921371.000000 Penalty: 5252.409180
	Iteration 22Q: 3 clusters Score -5921371 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5921410.500000 Penalty: 5252.409180
	Iteration 23Q: 3 clusters Score -5921410 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -5921457.000000 Penalty: 5252.409180
	Iteration 24Q: 3 clusters Score -5921457 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -5921496.500000 Penalty: 5252.409180
	Iteration 25Q: 3 clusters Score -5921496 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -5921536.000000 Penalty: 5252.409180
	Iteration 26Q: 3 clusters Score -5921536 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5921547.500000 Penalty: 5252.409180
	Iteration 27Q: 3 clusters Score -5921548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -5921575.000000 Penalty: 5252.409180
	Iteration 28Q: 3 clusters Score -5921575 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5921590.500000 Penalty: 5252.409180
	Iteration 29Q: 3 clusters Score -5921590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -5921595.000000 Penalty: 5252.409180
	Iteration 30Q: 3 clusters Score -5921595 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -5921603.000000 Penalty: 5252.409180
	Iteration 31Q: 3 clusters Score -5921603 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -5921616.500000 Penalty: 5252.409180
	Iteration 32Q: 3 clusters Score -5921616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -5921615.000000 Penalty: 5252.409180
	Iteration 33Q: 3 clusters Score -5921615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -5921608.000000 Penalty: 5252.409180
	Iteration 34Q: 3 clusters Score -5921608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5921616.000000 Penalty: 5252.409180
	Iteration 35Q: 3 clusters Score -5921616 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -5921631.000000 Penalty: 5252.409180
	Iteration 36Q: 3 clusters Score -5921631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5921635.500000 Penalty: 5252.409180
	Iteration 37Q: 3 clusters Score -5921636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5921643.000000 Penalty: 5252.409180
	Iteration 38Q: 3 clusters Score -5921643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -5921646.000000 Penalty: 5252.409180
	Iteration 39Q: 3 clusters Score -5921646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -5921657.000000 Penalty: 5252.409180
	Iteration 40F: 3 clusters Score -5921657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5921666.000000 Penalty: 5252.409180
	Iteration 41Q: 3 clusters Score -5921666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5921661.500000 Penalty: 5252.409180
	Iteration 42Q: 3 clusters Score -5921662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -5921662.000000 Penalty: 5252.409180
	Iteration 43Q: 3 clusters Score -5921662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -5921669.500000 Penalty: 5252.409180
	Iteration 44Q: 3 clusters Score -5921670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -5921666.000000 Penalty: 5252.409180
	Iteration 45Q: 3 clusters Score -5921666 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -5921656.500000 Penalty: 5252.409180
	Iteration 46Q: 3 clusters Score -5921656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -5921674.500000 Penalty: 5252.409180
	Iteration 47Q: 3 clusters Score -5921674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5921680.500000 Penalty: 5252.409180
	Iteration 48Q: 3 clusters Score -5921680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5921690.000000 Penalty: 5252.409180
	Iteration 49Q: 3 clusters Score -5921690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -5921690.000000 Penalty: 5252.409180
	Iteration 50Q: 3 clusters Score -5921690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -5921692.000000 Penalty: 5252.409180
	Iteration 51Q: 3 clusters Score -5921692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5921712.000000 Penalty: 5252.409180
	Iteration 52Q: 3 clusters Score -5921712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5921720.000000 Penalty: 5252.409180
	Iteration 53Q: 3 clusters Score -5921720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5921724.000000 Penalty: 5252.409180
	Iteration 54Q: 3 clusters Score -5921724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5921734.500000 Penalty: 5252.409180
	Iteration 55Q: 3 clusters Score -5921734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -5921738.000000 Penalty: 5252.409180
	Iteration 56Q: 3 clusters Score -5921738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5921742.000000 Penalty: 5252.409180
	Iteration 57Q: 3 clusters Score -5921742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -5921740.000000 Penalty: 5252.409180
	Iteration 58Q: 3 clusters Score -5921740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5921735.000000 Penalty: 5252.409180
	Iteration 59Q: 3 clusters Score -5921735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5921743.500000 Penalty: 5252.409180
	Iteration 60F: 3 clusters Score -5921744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -5921722.000000 Penalty: 5252.409180
	Iteration 61Q: 3 clusters Score -5921722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -5921728.500000 Penalty: 5252.409180
	Iteration 62Q: 3 clusters Score -5921728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5921733.000000 Penalty: 5252.409180
	Iteration 63Q: 3 clusters Score -5921733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5921734.500000 Penalty: 5252.409180
	Iteration 64Q: 3 clusters Score -5921734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5921740.000000 Penalty: 5252.409180
	Iteration 65Q: 3 clusters Score -5921740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -5921738.000000 Penalty: 5252.409180
	Iteration 66Q: 3 clusters Score -5921738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5921738.000000 Penalty: 5252.409180
	Iteration 67Q: 3 clusters Score -5921738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -5921726.500000 Penalty: 5252.409180
	Iteration 68Q: 3 clusters Score -5921726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5921733.000000 Penalty: 5252.409180
	Iteration 69Q: 3 clusters Score -5921733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5921730.000000 Penalty: 5252.409180
	Iteration 70Q: 3 clusters Score -5921730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5921730.000000 Penalty: 5252.409180
	Iteration 71Q: 3 clusters Score -5921730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5921731.500000 Penalty: 5252.409180
	Iteration 72Q: 3 clusters Score -5921732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -5921731.500000 Penalty: 5252.409180
	Iteration 73F: 3 clusters Score -5921732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Entering Unmasked Estep 
Score: -1863195.500000 Penalty: 2341.912598
	Iteration 0F: 2 clusters Score -1863196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1853793.500000 Penalty: 4683.825195
	Iteration 0F: 3 clusters Score -1853794 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1856686.625000 Penalty: 4683.825195
	Iteration 1F: 3 clusters Score -1856687 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1857097.750000 Penalty: 4683.825195
	Iteration 2F: 3 clusters Score -1857098 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1857522.000000 Penalty: 4683.825195
	Iteration 3F: 3 clusters Score -1857522 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1857959.125000 Penalty: 4683.825195
	Iteration 4F: 3 clusters Score -1857959 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1858419.625000 Penalty: 4683.825195
	Iteration 5Q: 3 clusters Score -1858420 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1859009.875000 Penalty: 4683.825195
	Iteration 6F: 3 clusters Score -1859010 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1859754.125000 Penalty: 4683.825195
	Iteration 7F: 3 clusters Score -1859754 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1860458.750000 Penalty: 4683.825195
	Iteration 8F: 3 clusters Score -1860459 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1861014.875000 Penalty: 4683.825195
	Iteration 9F: 3 clusters Score -1861015 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1861386.375000 Penalty: 4683.825195
	Iteration 10Q: 3 clusters Score -1861386 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1861633.250000 Penalty: 4683.825195
	Iteration 11Q: 3 clusters Score -1861633 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1861801.750000 Penalty: 4683.825195
	Iteration 12Q: 3 clusters Score -1861802 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1861935.750000 Penalty: 4683.825195
	Iteration 13Q: 3 clusters Score -1861936 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1862033.250000 Penalty: 4683.825195
	Iteration 14Q: 3 clusters Score -1862033 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1862117.500000 Penalty: 4683.825195
	Iteration 15Q: 3 clusters Score -1862118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1862179.625000 Penalty: 4683.825195
	Iteration 16Q: 3 clusters Score -1862180 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1862234.625000 Penalty: 4683.825195
	Iteration 17Q: 3 clusters Score -1862235 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1862268.000000 Penalty: 4683.825195
	Iteration 18Q: 3 clusters Score -1862268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1862298.375000 Penalty: 4683.825195
	Iteration 19Q: 3 clusters Score -1862298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1862326.875000 Penalty: 4683.825195
	Iteration 20F: 3 clusters Score -1862327 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1862359.375000 Penalty: 4683.825195
	Iteration 21Q: 3 clusters Score -1862359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1862366.875000 Penalty: 4683.825195
	Iteration 22Q: 3 clusters Score -1862367 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1862382.125000 Penalty: 4683.825195
	Iteration 23Q: 3 clusters Score -1862382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1862396.625000 Penalty: 4683.825195
	Iteration 24Q: 3 clusters Score -1862397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1862409.750000 Penalty: 4683.825195
	Iteration 25Q: 3 clusters Score -1862410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1862412.750000 Penalty: 4683.825195
	Iteration 26Q: 3 clusters Score -1862413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1862421.625000 Penalty: 4683.825195
	Iteration 27Q: 3 clusters Score -1862422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1862426.875000 Penalty: 4683.825195
	Iteration 28Q: 3 clusters Score -1862427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1862433.000000 Penalty: 4683.825195
	Iteration 29Q: 3 clusters Score -1862433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1862436.750000 Penalty: 4683.825195
	Iteration 30Q: 3 clusters Score -1862437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1862446.250000 Penalty: 4683.825195
	Iteration 31Q: 3 clusters Score -1862446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1862452.250000 Penalty: 4683.825195
	Iteration 32Q: 3 clusters Score -1862452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1862452.625000 Penalty: 4683.825195
	Iteration 33Q: 3 clusters Score -1862453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1862454.625000 Penalty: 4683.825195
	Iteration 34Q: 3 clusters Score -1862455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1862455.375000 Penalty: 4683.825195
	Iteration 35Q: 3 clusters Score -1862455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1862454.500000 Penalty: 4683.825195
	Iteration 36Q: 3 clusters Score -1862454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1862455.625000 Penalty: 4683.825195
	Iteration 37Q: 3 clusters Score -1862456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1862455.750000 Penalty: 4683.825195
	Iteration 38Q: 3 clusters Score -1862456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1862457.125000 Penalty: 4683.825195
	Iteration 39Q: 3 clusters Score -1862457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1862455.375000 Penalty: 4683.825195
	Iteration 40F: 3 clusters Score -1862455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Entering Unmasked Estep 
Score: -2442658.750000 Penalty: 2424.854980
	Iteration 0F: 2 clusters Score -2442659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2430023.000000 Penalty: 4849.709961
	Iteration 0F: 3 clusters Score -2430023 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2434453.500000 Penalty: 4849.709961
	Iteration 1F: 3 clusters Score -2434454 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2435102.500000 Penalty: 4849.709961
	Iteration 2F: 3 clusters Score -2435102 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2435675.000000 Penalty: 4849.709961
	Iteration 3F: 3 clusters Score -2435675 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2436228.500000 Penalty: 4849.709961
	Iteration 4F: 3 clusters Score -2436228 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2436749.750000 Penalty: 4849.709961
	Iteration 5F: 3 clusters Score -2436750 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2437271.500000 Penalty: 4849.709961
	Iteration 6Q: 3 clusters Score -2437272 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2437795.000000 Penalty: 4849.709961
	Iteration 7Q: 3 clusters Score -2437795 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2438316.000000 Penalty: 4849.709961
	Iteration 8Q: 3 clusters Score -2438316 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2438760.750000 Penalty: 4849.709961
	Iteration 9Q: 3 clusters Score -2438761 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2439158.500000 Penalty: 4849.709961
	Iteration 10Q: 3 clusters Score -2439158 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2439481.500000 Penalty: 4849.709961
	Iteration 11Q: 3 clusters Score -2439482 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2439730.750000 Penalty: 4849.709961
	Iteration 12Q: 3 clusters Score -2439731 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2439997.750000 Penalty: 4849.709961
	Iteration 13Q: 3 clusters Score -2439998 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2440228.000000 Penalty: 4849.709961
	Iteration 14Q: 3 clusters Score -2440228 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2440451.000000 Penalty: 4849.709961
	Iteration 15Q: 3 clusters Score -2440451 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2440631.000000 Penalty: 4849.709961
	Iteration 16Q: 3 clusters Score -2440631 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2440801.500000 Penalty: 4849.709961
	Iteration 17Q: 3 clusters Score -2440802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2440960.250000 Penalty: 4849.709961
	Iteration 18Q: 3 clusters Score -2440960 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2441114.250000 Penalty: 4849.709961
	Iteration 19Q: 3 clusters Score -2441114 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2441257.250000 Penalty: 4849.709961
	Iteration 20F: 3 clusters Score -2441257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2441388.250000 Penalty: 4849.709961
	Iteration 21Q: 3 clusters Score -2441388 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2441503.250000 Penalty: 4849.709961
	Iteration 22Q: 3 clusters Score -2441503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2441598.750000 Penalty: 4849.709961
	Iteration 23Q: 3 clusters Score -2441599 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2441656.000000 Penalty: 4849.709961
	Iteration 24Q: 3 clusters Score -2441656 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2441689.500000 Penalty: 4849.709961
	Iteration 25Q: 3 clusters Score -2441690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2441711.750000 Penalty: 4849.709961
	Iteration 26Q: 3 clusters Score -2441712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2441729.750000 Penalty: 4849.709961
	Iteration 27Q: 3 clusters Score -2441730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2441739.250000 Penalty: 4849.709961
	Iteration 28Q: 3 clusters Score -2441739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2441749.000000 Penalty: 4849.709961
	Iteration 29Q: 3 clusters Score -2441749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2441751.000000 Penalty: 4849.709961
	Iteration 30Q: 3 clusters Score -2441751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2441756.500000 Penalty: 4849.709961
	Iteration 31Q: 3 clusters Score -2441756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2441754.750000 Penalty: 4849.709961
	Iteration 32Q: 3 clusters Score -2441755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2441762.000000 Penalty: 4849.709961
	Iteration 33Q: 3 clusters Score -2441762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2441761.750000 Penalty: 4849.709961
	Iteration 34Q: 3 clusters Score -2441762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2441764.500000 Penalty: 4849.709961
	Iteration 35Q: 3 clusters Score -2441764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2441765.500000 Penalty: 4849.709961
	Iteration 36Q: 3 clusters Score -2441766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2441766.000000 Penalty: 4849.709961
	Iteration 37Q: 3 clusters Score -2441766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2441766.000000 Penalty: 4849.709961
	Iteration 38F: 3 clusters Score -2441766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Entering Unmasked Estep 
Score: -1604671.500000 Penalty: 2294.771973
	Iteration 0F: 2 clusters Score -1604672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1596815.250000 Penalty: 4589.543945
	Iteration 0F: 3 clusters Score -1596815 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1598977.125000 Penalty: 4589.543945
	Iteration 1F: 3 clusters Score -1598977 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1599281.625000 Penalty: 4589.543945
	Iteration 2F: 3 clusters Score -1599282 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1599559.375000 Penalty: 4589.543945
	Iteration 3F: 3 clusters Score -1599559 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1599839.500000 Penalty: 4589.543945
	Iteration 4Q: 3 clusters Score -1599840 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1600162.875000 Penalty: 4589.543945
	Iteration 5Q: 3 clusters Score -1600163 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1600445.125000 Penalty: 4589.543945
	Iteration 6Q: 3 clusters Score -1600445 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1600678.750000 Penalty: 4589.543945
	Iteration 7Q: 3 clusters Score -1600679 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1600867.000000 Penalty: 4589.543945
	Iteration 8Q: 3 clusters Score -1600867 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1601012.250000 Penalty: 4589.543945
	Iteration 9Q: 3 clusters Score -1601012 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1601148.750000 Penalty: 4589.543945
	Iteration 10Q: 3 clusters Score -1601149 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1601272.500000 Penalty: 4589.543945
	Iteration 11Q: 3 clusters Score -1601272 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1601372.375000 Penalty: 4589.543945
	Iteration 12Q: 3 clusters Score -1601372 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1601481.375000 Penalty: 4589.543945
	Iteration 13Q: 3 clusters Score -1601481 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1601591.500000 Penalty: 4589.543945
	Iteration 14Q: 3 clusters Score -1601592 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1601678.875000 Penalty: 4589.543945
	Iteration 15Q: 3 clusters Score -1601679 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1601758.250000 Penalty: 4589.543945
	Iteration 16Q: 3 clusters Score -1601758 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1601841.125000 Penalty: 4589.543945
	Iteration 17Q: 3 clusters Score -1601841 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1601914.750000 Penalty: 4589.543945
	Iteration 18Q: 3 clusters Score -1601915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1601987.875000 Penalty: 4589.543945
	Iteration 19Q: 3 clusters Score -1601988 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1602044.000000 Penalty: 4589.543945
	Iteration 20F: 3 clusters Score -1602044 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1602082.000000 Penalty: 4589.543945
	Iteration 21Q: 3 clusters Score -1602082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1602123.375000 Penalty: 4589.543945
	Iteration 22Q: 3 clusters Score -1602123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1602165.875000 Penalty: 4589.543945
	Iteration 23Q: 3 clusters Score -1602166 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1602214.000000 Penalty: 4589.543945
	Iteration 24Q: 3 clusters Score -1602214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1602254.250000 Penalty: 4589.543945
	Iteration 25Q: 3 clusters Score -1602254 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1602308.500000 Penalty: 4589.543945
	Iteration 26Q: 3 clusters Score -1602308 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1602351.750000 Penalty: 4589.543945
	Iteration 27Q: 3 clusters Score -1602352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1602403.000000 Penalty: 4589.543945
	Iteration 28Q: 3 clusters Score -1602403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1602446.125000 Penalty: 4589.543945
	Iteration 29Q: 3 clusters Score -1602446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1602505.000000 Penalty: 4589.543945
	Iteration 30Q: 3 clusters Score -1602505 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1602575.875000 Penalty: 4589.543945
	Iteration 31Q: 3 clusters Score -1602576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1602645.000000 Penalty: 4589.543945
	Iteration 32Q: 3 clusters Score -1602645 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1602719.375000 Penalty: 4589.543945
	Iteration 33Q: 3 clusters Score -1602719 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1602816.375000 Penalty: 4589.543945
	Iteration 34Q: 3 clusters Score -1602816 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1602907.375000 Penalty: 4589.543945
	Iteration 35Q: 3 clusters Score -1602907 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1602993.500000 Penalty: 4589.543945
	Iteration 36Q: 3 clusters Score -1602994 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1603087.625000 Penalty: 4589.543945
	Iteration 37Q: 3 clusters Score -1603088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1603178.875000 Penalty: 4589.543945
	Iteration 38Q: 3 clusters Score -1603179 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1603271.125000 Penalty: 4589.543945
	Iteration 39Q: 3 clusters Score -1603271 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1603386.750000 Penalty: 4589.543945
	Iteration 40F: 3 clusters Score -1603387 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1603502.000000 Penalty: 4589.543945
	Iteration 41Q: 3 clusters Score -1603502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1603591.000000 Penalty: 4589.543945
	Iteration 42Q: 3 clusters Score -1603591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1603646.250000 Penalty: 4589.543945
	Iteration 43Q: 3 clusters Score -1603646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1603667.500000 Penalty: 4589.543945
	Iteration 44Q: 3 clusters Score -1603668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1603689.500000 Penalty: 4589.543945
	Iteration 45Q: 3 clusters Score -1603690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1603701.125000 Penalty: 4589.543945
	Iteration 46Q: 3 clusters Score -1603701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1603703.000000 Penalty: 4589.543945
	Iteration 47Q: 3 clusters Score -1603703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1603705.875000 Penalty: 4589.543945
	Iteration 48Q: 3 clusters Score -1603706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1603711.250000 Penalty: 4589.543945
	Iteration 49Q: 3 clusters Score -1603711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1603710.250000 Penalty: 4589.543945
	Iteration 50Q: 3 clusters Score -1603710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1603710.250000 Penalty: 4589.543945
	Iteration 51F: 3 clusters Score -1603710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Entering Unmasked Estep 
Score: -2023886.750000 Penalty: 2361.039795
	Iteration 0F: 2 clusters Score -2023887 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 6851 members 
Entering Unmasked Estep 
Score: -2013993.625000 Penalty: 4722.079590
	Iteration 0F: 3 clusters Score -2013994 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2017107.500000 Penalty: 4722.079590
	Iteration 1F: 3 clusters Score -2017108 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2017576.750000 Penalty: 4722.079590
	Iteration 2F: 3 clusters Score -2017577 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2018033.625000 Penalty: 4722.079590
	Iteration 3F: 3 clusters Score -2018034 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2018475.625000 Penalty: 4722.079590
	Iteration 4F: 3 clusters Score -2018476 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2018913.625000 Penalty: 4722.079590
	Iteration 5F: 3 clusters Score -2018914 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2019334.500000 Penalty: 4722.079590
	Iteration 6Q: 3 clusters Score -2019334 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2019719.375000 Penalty: 4722.079590
	Iteration 7Q: 3 clusters Score -2019719 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -2020085.375000 Penalty: 4722.079590
	Iteration 8Q: 3 clusters Score -2020085 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2020446.125000 Penalty: 4722.079590
	Iteration 9Q: 3 clusters Score -2020446 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2020868.000000 Penalty: 4722.079590
	Iteration 10Q: 3 clusters Score -2020868 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2021354.625000 Penalty: 4722.079590
	Iteration 11Q: 3 clusters Score -2021355 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2021786.750000 Penalty: 4722.079590
	Iteration 12Q: 3 clusters Score -2021787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2022106.375000 Penalty: 4722.079590
	Iteration 13Q: 3 clusters Score -2022106 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2022271.250000 Penalty: 4722.079590
	Iteration 14Q: 3 clusters Score -2022271 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2022355.000000 Penalty: 4722.079590
	Iteration 15Q: 3 clusters Score -2022355 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2022413.875000 Penalty: 4722.079590
	Iteration 16Q: 3 clusters Score -2022414 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2022454.750000 Penalty: 4722.079590
	Iteration 17Q: 3 clusters Score -2022455 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2022470.750000 Penalty: 4722.079590
	Iteration 18Q: 3 clusters Score -2022471 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2022484.375000 Penalty: 4722.079590
	Iteration 19Q: 3 clusters Score -2022484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2022490.750000 Penalty: 4722.079590
	Iteration 20F: 3 clusters Score -2022491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2022491.375000 Penalty: 4722.079590
	Iteration 21Q: 3 clusters Score -2022491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2022502.625000 Penalty: 4722.079590
	Iteration 22Q: 3 clusters Score -2022503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2022507.000000 Penalty: 4722.079590
	Iteration 23Q: 3 clusters Score -2022507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2022510.125000 Penalty: 4722.079590
	Iteration 24Q: 3 clusters Score -2022510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2022506.500000 Penalty: 4722.079590
	Iteration 25Q: 3 clusters Score -2022506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2022511.000000 Penalty: 4722.079590
	Iteration 26Q: 3 clusters Score -2022511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2022509.625000 Penalty: 4722.079590
	Iteration 27Q: 3 clusters Score -2022510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2022511.125000 Penalty: 4722.079590
	Iteration 28Q: 3 clusters Score -2022511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2022510.375000 Penalty: 4722.079590
	Iteration 29Q: 3 clusters Score -2022510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2022510.375000 Penalty: 4722.079590
	Iteration 30F: 3 clusters Score -2022510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Entering Unmasked Estep 
Score: -1582833.125000 Penalty: 2312.380615
	Iteration 0F: 2 clusters Score -1582833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1574432.000000 Penalty: 4624.761230
	Iteration 0F: 3 clusters Score -1574432 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1577188.250000 Penalty: 4624.761230
	Iteration 1F: 3 clusters Score -1577188 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1577806.000000 Penalty: 4624.761230
	Iteration 2F: 3 clusters Score -1577806 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1578427.250000 Penalty: 4624.761230
	Iteration 3F: 3 clusters Score -1578427 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1578971.375000 Penalty: 4624.761230
	Iteration 4F: 3 clusters Score -1578971 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1579460.250000 Penalty: 4624.761230
	Iteration 5F: 3 clusters Score -1579460 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1579838.875000 Penalty: 4624.761230
	Iteration 6F: 3 clusters Score -1579839 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1580109.750000 Penalty: 4624.761230
	Iteration 7Q: 3 clusters Score -1580110 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1580317.875000 Penalty: 4624.761230
	Iteration 8Q: 3 clusters Score -1580318 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1580467.125000 Penalty: 4624.761230
	Iteration 9Q: 3 clusters Score -1580467 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1580604.750000 Penalty: 4624.761230
	Iteration 10Q: 3 clusters Score -1580605 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1580732.375000 Penalty: 4624.761230
	Iteration 11Q: 3 clusters Score -1580732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1580867.750000 Penalty: 4624.761230
	Iteration 12Q: 3 clusters Score -1580868 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1581033.500000 Penalty: 4624.761230
	Iteration 13Q: 3 clusters Score -1581034 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1581187.250000 Penalty: 4624.761230
	Iteration 14Q: 3 clusters Score -1581187 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1581327.750000 Penalty: 4624.761230
	Iteration 15Q: 3 clusters Score -1581328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1581421.000000 Penalty: 4624.761230
	Iteration 16Q: 3 clusters Score -1581421 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1581500.500000 Penalty: 4624.761230
	Iteration 17Q: 3 clusters Score -1581500 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1581563.250000 Penalty: 4624.761230
	Iteration 18Q: 3 clusters Score -1581563 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1581611.125000 Penalty: 4624.761230
	Iteration 19Q: 3 clusters Score -1581611 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1581645.125000 Penalty: 4624.761230
	Iteration 20F: 3 clusters Score -1581645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1581675.125000 Penalty: 4624.761230
	Iteration 21Q: 3 clusters Score -1581675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1581696.125000 Penalty: 4624.761230
	Iteration 22Q: 3 clusters Score -1581696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1581726.625000 Penalty: 4624.761230
	Iteration 23Q: 3 clusters Score -1581727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1581740.000000 Penalty: 4624.761230
	Iteration 24Q: 3 clusters Score -1581740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1581760.375000 Penalty: 4624.761230
	Iteration 25Q: 3 clusters Score -1581760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1581768.875000 Penalty: 4624.761230
	Iteration 26Q: 3 clusters Score -1581769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1581779.125000 Penalty: 4624.761230
	Iteration 27Q: 3 clusters Score -1581779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1581795.500000 Penalty: 4624.761230
	Iteration 28Q: 3 clusters Score -1581796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1581806.250000 Penalty: 4624.761230
	Iteration 29Q: 3 clusters Score -1581806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1581813.750000 Penalty: 4624.761230
	Iteration 30Q: 3 clusters Score -1581814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1581821.000000 Penalty: 4624.761230
	Iteration 31Q: 3 clusters Score -1581821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1581827.250000 Penalty: 4624.761230
	Iteration 32Q: 3 clusters Score -1581827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1581836.000000 Penalty: 4624.761230
	Iteration 33Q: 3 clusters Score -1581836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1581842.250000 Penalty: 4624.761230
	Iteration 34Q: 3 clusters Score -1581842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1581847.875000 Penalty: 4624.761230
	Iteration 35Q: 3 clusters Score -1581848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1581860.125000 Penalty: 4624.761230
	Iteration 36Q: 3 clusters Score -1581860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1581866.875000 Penalty: 4624.761230
	Iteration 37Q: 3 clusters Score -1581867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1581876.875000 Penalty: 4624.761230
	Iteration 38Q: 3 clusters Score -1581877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1581882.750000 Penalty: 4624.761230
	Iteration 39Q: 3 clusters Score -1581883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1581893.000000 Penalty: 4624.761230
	Iteration 40F: 3 clusters Score -1581893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1581902.000000 Penalty: 4624.761230
	Iteration 41Q: 3 clusters Score -1581902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1581911.250000 Penalty: 4624.761230
	Iteration 42Q: 3 clusters Score -1581911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1581917.000000 Penalty: 4624.761230
	Iteration 43Q: 3 clusters Score -1581917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1581920.750000 Penalty: 4624.761230
	Iteration 44Q: 3 clusters Score -1581921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1581926.875000 Penalty: 4624.761230
	Iteration 45Q: 3 clusters Score -1581927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1581928.000000 Penalty: 4624.761230
	Iteration 46Q: 3 clusters Score -1581928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1581930.750000 Penalty: 4624.761230
	Iteration 47Q: 3 clusters Score -1581931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1581931.500000 Penalty: 4624.761230
	Iteration 48Q: 3 clusters Score -1581932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1581935.750000 Penalty: 4624.761230
	Iteration 49Q: 3 clusters Score -1581936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1581934.250000 Penalty: 4624.761230
	Iteration 50Q: 3 clusters Score -1581934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1581936.500000 Penalty: 4624.761230
	Iteration 51Q: 3 clusters Score -1581936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1581940.375000 Penalty: 4624.761230
	Iteration 52Q: 3 clusters Score -1581940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1581940.500000 Penalty: 4624.761230
	Iteration 53Q: 3 clusters Score -1581940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1581943.500000 Penalty: 4624.761230
	Iteration 54Q: 3 clusters Score -1581944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1581941.250000 Penalty: 4624.761230
	Iteration 55Q: 3 clusters Score -1581941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1581939.625000 Penalty: 4624.761230
	Iteration 56Q: 3 clusters Score -1581940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1581944.375000 Penalty: 4624.761230
	Iteration 57Q: 3 clusters Score -1581944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1581944.375000 Penalty: 4624.761230
	Iteration 58Q: 3 clusters Score -1581944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1581945.375000 Penalty: 4624.761230
	Iteration 59Q: 3 clusters Score -1581945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1581945.375000 Penalty: 4624.761230
	Iteration 60F: 3 clusters Score -1581945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Entering Unmasked Estep 
Score: -4802971.000000 Penalty: 2574.686523
	Iteration 0F: 2 clusters Score -4802971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4780988.000000 Penalty: 5149.373047
	Iteration 0F: 3 clusters Score -4780988 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4788919.000000 Penalty: 5149.373047
	Iteration 1F: 3 clusters Score -4788919 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4789459.000000 Penalty: 5149.373047
	Iteration 2Q: 3 clusters Score -4789459 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4789975.500000 Penalty: 5149.373047
	Iteration 3Q: 3 clusters Score -4789976 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4790602.000000 Penalty: 5149.373047
	Iteration 4Q: 3 clusters Score -4790602 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4791257.500000 Penalty: 5149.373047
	Iteration 5Q: 3 clusters Score -4791258 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4792038.000000 Penalty: 5149.373047
	Iteration 6Q: 3 clusters Score -4792038 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -4792938.000000 Penalty: 5149.373047
	Iteration 7F: 3 clusters Score -4792938 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4793763.500000 Penalty: 5149.373047
	Iteration 8Q: 3 clusters Score -4793764 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -4794575.000000 Penalty: 5149.373047
	Iteration 9Q: 3 clusters Score -4794575 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4795416.000000 Penalty: 5149.373047
	Iteration 10Q: 3 clusters Score -4795416 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -4796295.000000 Penalty: 5149.373047
	Iteration 11Q: 3 clusters Score -4796295 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4797079.500000 Penalty: 5149.373047
	Iteration 12Q: 3 clusters Score -4797080 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -4797872.000000 Penalty: 5149.373047
	Iteration 13Q: 3 clusters Score -4797872 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -4798486.500000 Penalty: 5149.373047
	Iteration 14Q: 3 clusters Score -4798486 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4799043.000000 Penalty: 5149.373047
	Iteration 15Q: 3 clusters Score -4799043 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4799511.500000 Penalty: 5149.373047
	Iteration 16Q: 3 clusters Score -4799512 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4799881.500000 Penalty: 5149.373047
	Iteration 17Q: 3 clusters Score -4799882 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4800132.500000 Penalty: 5149.373047
	Iteration 18Q: 3 clusters Score -4800132 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4800318.000000 Penalty: 5149.373047
	Iteration 19Q: 3 clusters Score -4800318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4800415.000000 Penalty: 5149.373047
	Iteration 20F: 3 clusters Score -4800415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4800485.000000 Penalty: 5149.373047
	Iteration 21Q: 3 clusters Score -4800485 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4800527.500000 Penalty: 5149.373047
	Iteration 22Q: 3 clusters Score -4800528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4800566.000000 Penalty: 5149.373047
	Iteration 23Q: 3 clusters Score -4800566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4800596.000000 Penalty: 5149.373047
	Iteration 24Q: 3 clusters Score -4800596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4800622.000000 Penalty: 5149.373047
	Iteration 25Q: 3 clusters Score -4800622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -4800631.500000 Penalty: 5149.373047
	Iteration 26Q: 3 clusters Score -4800632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4800628.500000 Penalty: 5149.373047
	Iteration 27Q: 3 clusters Score -4800628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -4800638.500000 Penalty: 5149.373047
	Iteration 28Q: 3 clusters Score -4800638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4800654.500000 Penalty: 5149.373047
	Iteration 29Q: 3 clusters Score -4800654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4800663.000000 Penalty: 5149.373047
	Iteration 30Q: 3 clusters Score -4800663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4800682.500000 Penalty: 5149.373047
	Iteration 31Q: 3 clusters Score -4800682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -4800692.500000 Penalty: 5149.373047
	Iteration 32Q: 3 clusters Score -4800692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4800705.000000 Penalty: 5149.373047
	Iteration 33Q: 3 clusters Score -4800705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -4800719.000000 Penalty: 5149.373047
	Iteration 34Q: 3 clusters Score -4800719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4800726.000000 Penalty: 5149.373047
	Iteration 35Q: 3 clusters Score -4800726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4800726.000000 Penalty: 5149.373047
	Iteration 36Q: 3 clusters Score -4800726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4800727.500000 Penalty: 5149.373047
	Iteration 37Q: 3 clusters Score -4800728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4800733.500000 Penalty: 5149.373047
	Iteration 38Q: 3 clusters Score -4800734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4800733.000000 Penalty: 5149.373047
	Iteration 39Q: 3 clusters Score -4800733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4800733.000000 Penalty: 5149.373047
	Iteration 40F: 3 clusters Score -4800733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -59994.269531 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -59994.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58729.093750 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -58729.09 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59161.445312 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -59161.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59417.546875 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -59417.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59517.339844 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -59517.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59569.335938 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -59569.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59610.789062 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -59610.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59729.316406 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -59729.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -59779.804688 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -59779.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59806.425781 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -59806.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -59812.167969 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -59812.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -59813.417969 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -59813.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -59816.441406 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -59816.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -59819.519531 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -59819.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -59823.976562 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -59823.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -59828.226562 Penalty: 3081.452637
	Iteration 14Q: 3 clusters Score -59828.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59830.007812 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -59830.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -59830.007812 Penalty: 3081.452637
	Iteration 16F: 3 clusters Score -59830.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Entering Unmasked Estep 
Score: -2355331.750000 Penalty: 2398.842529
	Iteration 0F: 2 clusters Score -2355332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2343921.000000 Penalty: 4797.685059
	Iteration 0F: 3 clusters Score -2343921 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2347529.750000 Penalty: 4797.685059
	Iteration 1F: 3 clusters Score -2347530 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2347912.750000 Penalty: 4797.685059
	Iteration 2F: 3 clusters Score -2347913 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2348232.250000 Penalty: 4797.685059
	Iteration 3Q: 3 clusters Score -2348232 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2348511.500000 Penalty: 4797.685059
	Iteration 4Q: 3 clusters Score -2348512 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -2348798.750000 Penalty: 4797.685059
	Iteration 5Q: 3 clusters Score -2348799 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2349199.250000 Penalty: 4797.685059
	Iteration 6Q: 3 clusters Score -2349199 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2349734.500000 Penalty: 4797.685059
	Iteration 7F: 3 clusters Score -2349734 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2350346.750000 Penalty: 4797.685059
	Iteration 8F: 3 clusters Score -2350347 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2351038.000000 Penalty: 4797.685059
	Iteration 9F: 3 clusters Score -2351038 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2351752.250000 Penalty: 4797.685059
	Iteration 10F: 3 clusters Score -2351752 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2352418.000000 Penalty: 4797.685059
	Iteration 11Q: 3 clusters Score -2352418 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2352937.500000 Penalty: 4797.685059
	Iteration 12Q: 3 clusters Score -2352938 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2353240.250000 Penalty: 4797.685059
	Iteration 13Q: 3 clusters Score -2353240 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2353413.250000 Penalty: 4797.685059
	Iteration 14Q: 3 clusters Score -2353413 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2353521.000000 Penalty: 4797.685059
	Iteration 15Q: 3 clusters Score -2353521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2353587.250000 Penalty: 4797.685059
	Iteration 16Q: 3 clusters Score -2353587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2353639.000000 Penalty: 4797.685059
	Iteration 17Q: 3 clusters Score -2353639 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2353673.000000 Penalty: 4797.685059
	Iteration 18Q: 3 clusters Score -2353673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2353708.250000 Penalty: 4797.685059
	Iteration 19Q: 3 clusters Score -2353708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2353739.500000 Penalty: 4797.685059
	Iteration 20F: 3 clusters Score -2353740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2353761.500000 Penalty: 4797.685059
	Iteration 21Q: 3 clusters Score -2353762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2353771.750000 Penalty: 4797.685059
	Iteration 22Q: 3 clusters Score -2353772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2353780.750000 Penalty: 4797.685059
	Iteration 23Q: 3 clusters Score -2353781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2353781.500000 Penalty: 4797.685059
	Iteration 24Q: 3 clusters Score -2353782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2353784.500000 Penalty: 4797.685059
	Iteration 25Q: 3 clusters Score -2353784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2353786.250000 Penalty: 4797.685059
	Iteration 26Q: 3 clusters Score -2353786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2353787.250000 Penalty: 4797.685059
	Iteration 27Q: 3 clusters Score -2353787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2353787.250000 Penalty: 4797.685059
	Iteration 28F: 3 clusters Score -2353787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (68083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Entering Unmasked Estep 
Score: -9549968.000000 Penalty: 2759.863770
	Iteration 0F: 2 clusters Score -9549968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -9504148.000000 Penalty: 5519.727539
	Iteration 0F: 3 clusters Score -9504148 nChanged 31865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9523115.000000 Penalty: 5519.727539
	Iteration 1F: 3 clusters Score -9523115 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -9524855.000000 Penalty: 5519.727539
	Iteration 2F: 3 clusters Score -9524855 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -9527158.000000 Penalty: 5519.727539
	Iteration 3F: 3 clusters Score -9527158 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -9529794.000000 Penalty: 5519.727539
	Iteration 4F: 3 clusters Score -9529794 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -9532928.000000 Penalty: 5519.727539
	Iteration 5F: 3 clusters Score -9532928 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -9536302.000000 Penalty: 5519.727539
	Iteration 6F: 3 clusters Score -9536302 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -9539647.000000 Penalty: 5519.727539
	Iteration 7F: 3 clusters Score -9539647 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -9542358.000000 Penalty: 5519.727539
	Iteration 8Q: 3 clusters Score -9542358 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -9544331.000000 Penalty: 5519.727539
	Iteration 9Q: 3 clusters Score -9544331 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -9545791.000000 Penalty: 5519.727539
	Iteration 10Q: 3 clusters Score -9545791 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -9546818.000000 Penalty: 5519.727539
	Iteration 11Q: 3 clusters Score -9546818 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -9547469.000000 Penalty: 5519.727539
	Iteration 12Q: 3 clusters Score -9547469 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -9547870.000000 Penalty: 5519.727539
	Iteration 13Q: 3 clusters Score -9547870 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -9548177.000000 Penalty: 5519.727539
	Iteration 14Q: 3 clusters Score -9548177 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -9548388.000000 Penalty: 5519.727539
	Iteration 15Q: 3 clusters Score -9548388 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -9548561.000000 Penalty: 5519.727539
	Iteration 16Q: 3 clusters Score -9548561 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -9548676.000000 Penalty: 5519.727539
	Iteration 17Q: 3 clusters Score -9548676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -9548747.000000 Penalty: 5519.727539
	Iteration 18Q: 3 clusters Score -9548747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -9548809.000000 Penalty: 5519.727539
	Iteration 19Q: 3 clusters Score -9548809 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -9548860.000000 Penalty: 5519.727539
	Iteration 20F: 3 clusters Score -9548860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -9548874.000000 Penalty: 5519.727539
	Iteration 21Q: 3 clusters Score -9548874 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -9548905.000000 Penalty: 5519.727539
	Iteration 22Q: 3 clusters Score -9548905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -9548947.000000 Penalty: 5519.727539
	Iteration 23Q: 3 clusters Score -9548947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -9548967.000000 Penalty: 5519.727539
	Iteration 24Q: 3 clusters Score -9548967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -9548998.000000 Penalty: 5519.727539
	Iteration 25Q: 3 clusters Score -9548998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9549010.000000 Penalty: 5519.727539
	Iteration 26Q: 3 clusters Score -9549010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -9549019.000000 Penalty: 5519.727539
	Iteration 27Q: 3 clusters Score -9549019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 66085 members 
Entering Unmasked Estep 
Score: -9549044.000000 Penalty: 5519.727539
	Iteration 28Q: 3 clusters Score -9549044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -9549055.000000 Penalty: 5519.727539
	Iteration 29Q: 3 clusters Score -9549055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -9549067.000000 Penalty: 5519.727539
	Iteration 30Q: 3 clusters Score -9549067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -9549095.000000 Penalty: 5519.727539
	Iteration 31Q: 3 clusters Score -9549095 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 66174 members 
Entering Unmasked Estep 
Score: -9549091.000000 Penalty: 5519.727539
	Iteration 32Q: 3 clusters Score -9549091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -9549083.000000 Penalty: 5519.727539
	Iteration 33Q: 3 clusters Score -9549083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 66227 members 
Entering Unmasked Estep 
Score: -9549105.000000 Penalty: 5519.727539
	Iteration 34Q: 3 clusters Score -9549105 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -9549109.000000 Penalty: 5519.727539
	Iteration 35Q: 3 clusters Score -9549109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -9549122.000000 Penalty: 5519.727539
	Iteration 36Q: 3 clusters Score -9549122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -9549132.000000 Penalty: 5519.727539
	Iteration 37Q: 3 clusters Score -9549132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -9549156.000000 Penalty: 5519.727539
	Iteration 38Q: 3 clusters Score -9549156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -9549168.000000 Penalty: 5519.727539
	Iteration 39Q: 3 clusters Score -9549168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -9549172.000000 Penalty: 5519.727539
	Iteration 40F: 3 clusters Score -9549172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -9549174.000000 Penalty: 5519.727539
	Iteration 41Q: 3 clusters Score -9549174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 66355 members 
Entering Unmasked Estep 
Score: -9549171.000000 Penalty: 5519.727539
	Iteration 42Q: 3 clusters Score -9549171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -9549176.000000 Penalty: 5519.727539
	Iteration 43Q: 3 clusters Score -9549176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -9549177.000000 Penalty: 5519.727539
	Iteration 44Q: 3 clusters Score -9549177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -9549180.000000 Penalty: 5519.727539
	Iteration 45Q: 3 clusters Score -9549180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -9549179.000000 Penalty: 5519.727539
	Iteration 46Q: 3 clusters Score -9549179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -9549177.000000 Penalty: 5519.727539
	Iteration 47Q: 3 clusters Score -9549177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9549177.000000 Penalty: 5519.727539
	Iteration 48Q: 3 clusters Score -9549177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -9549177.000000 Penalty: 5519.727539
	Iteration 49F: 3 clusters Score -9549177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -1574304.000000 Penalty: 2300.827881
	Iteration 0F: 2 clusters Score -1574304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1566137.750000 Penalty: 4601.655762
	Iteration 0F: 3 clusters Score -1566138 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1568615.750000 Penalty: 4601.655762
	Iteration 1F: 3 clusters Score -1568616 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1568964.500000 Penalty: 4601.655762
	Iteration 2F: 3 clusters Score -1568964 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1569234.375000 Penalty: 4601.655762
	Iteration 3F: 3 clusters Score -1569234 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1569456.625000 Penalty: 4601.655762
	Iteration 4Q: 3 clusters Score -1569457 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1569641.500000 Penalty: 4601.655762
	Iteration 5Q: 3 clusters Score -1569642 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1569849.000000 Penalty: 4601.655762
	Iteration 6Q: 3 clusters Score -1569849 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1570109.750000 Penalty: 4601.655762
	Iteration 7Q: 3 clusters Score -1570110 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1570399.250000 Penalty: 4601.655762
	Iteration 8Q: 3 clusters Score -1570399 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1570719.625000 Penalty: 4601.655762
	Iteration 9Q: 3 clusters Score -1570720 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1571116.250000 Penalty: 4601.655762
	Iteration 10Q: 3 clusters Score -1571116 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1571591.500000 Penalty: 4601.655762
	Iteration 11F: 3 clusters Score -1571592 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1572092.625000 Penalty: 4601.655762
	Iteration 12Q: 3 clusters Score -1572093 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1572528.875000 Penalty: 4601.655762
	Iteration 13Q: 3 clusters Score -1572529 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1572808.500000 Penalty: 4601.655762
	Iteration 14Q: 3 clusters Score -1572808 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1572967.500000 Penalty: 4601.655762
	Iteration 15Q: 3 clusters Score -1572968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1573068.375000 Penalty: 4601.655762
	Iteration 16Q: 3 clusters Score -1573068 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1573113.125000 Penalty: 4601.655762
	Iteration 17Q: 3 clusters Score -1573113 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1573142.125000 Penalty: 4601.655762
	Iteration 18Q: 3 clusters Score -1573142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1573159.000000 Penalty: 4601.655762
	Iteration 19Q: 3 clusters Score -1573159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1573171.750000 Penalty: 4601.655762
	Iteration 20F: 3 clusters Score -1573172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1573180.125000 Penalty: 4601.655762
	Iteration 21Q: 3 clusters Score -1573180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1573188.750000 Penalty: 4601.655762
	Iteration 22Q: 3 clusters Score -1573189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1573193.750000 Penalty: 4601.655762
	Iteration 23Q: 3 clusters Score -1573194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1573197.750000 Penalty: 4601.655762
	Iteration 24Q: 3 clusters Score -1573198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1573199.750000 Penalty: 4601.655762
	Iteration 25Q: 3 clusters Score -1573200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1573201.125000 Penalty: 4601.655762
	Iteration 26Q: 3 clusters Score -1573201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1573202.375000 Penalty: 4601.655762
	Iteration 27Q: 3 clusters Score -1573202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1573203.125000 Penalty: 4601.655762
	Iteration 28Q: 3 clusters Score -1573203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1573203.000000 Penalty: 4601.655762
	Iteration 29Q: 3 clusters Score -1573203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1573204.625000 Penalty: 4601.655762
	Iteration 30Q: 3 clusters Score -1573205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1573204.375000 Penalty: 4601.655762
	Iteration 31Q: 3 clusters Score -1573204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1573208.875000 Penalty: 4601.655762
	Iteration 32Q: 3 clusters Score -1573209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1573207.125000 Penalty: 4601.655762
	Iteration 33Q: 3 clusters Score -1573207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1573208.000000 Penalty: 4601.655762
	Iteration 34Q: 3 clusters Score -1573208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1573208.000000 Penalty: 4601.655762
	Iteration 35F: 3 clusters Score -1573208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Entering Unmasked Estep 
Score: -1227472.750000 Penalty: 2254.286865
	Iteration 0F: 2 clusters Score -1227473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1220578.750000 Penalty: 4508.573730
	Iteration 0F: 3 clusters Score -1220579 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1222755.250000 Penalty: 4508.573730
	Iteration 1F: 3 clusters Score -1222755 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1223345.625000 Penalty: 4508.573730
	Iteration 2F: 3 clusters Score -1223346 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1223985.375000 Penalty: 4508.573730
	Iteration 3F: 3 clusters Score -1223985 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1224684.875000 Penalty: 4508.573730
	Iteration 4F: 3 clusters Score -1224685 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1225325.000000 Penalty: 4508.573730
	Iteration 5F: 3 clusters Score -1225325 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1225774.250000 Penalty: 4508.573730
	Iteration 6F: 3 clusters Score -1225774 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1226039.500000 Penalty: 4508.573730
	Iteration 7Q: 3 clusters Score -1226040 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1226227.125000 Penalty: 4508.573730
	Iteration 8Q: 3 clusters Score -1226227 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1226350.125000 Penalty: 4508.573730
	Iteration 9Q: 3 clusters Score -1226350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1226443.500000 Penalty: 4508.573730
	Iteration 10Q: 3 clusters Score -1226444 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1226520.250000 Penalty: 4508.573730
	Iteration 11Q: 3 clusters Score -1226520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1226582.500000 Penalty: 4508.573730
	Iteration 12Q: 3 clusters Score -1226582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1226645.750000 Penalty: 4508.573730
	Iteration 13Q: 3 clusters Score -1226646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1226695.750000 Penalty: 4508.573730
	Iteration 14Q: 3 clusters Score -1226696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1226735.375000 Penalty: 4508.573730
	Iteration 15Q: 3 clusters Score -1226735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1226774.500000 Penalty: 4508.573730
	Iteration 16Q: 3 clusters Score -1226774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1226813.250000 Penalty: 4508.573730
	Iteration 17Q: 3 clusters Score -1226813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1226859.875000 Penalty: 4508.573730
	Iteration 18Q: 3 clusters Score -1226860 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1226904.625000 Penalty: 4508.573730
	Iteration 19Q: 3 clusters Score -1226905 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1226941.875000 Penalty: 4508.573730
	Iteration 20F: 3 clusters Score -1226942 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1226981.500000 Penalty: 4508.573730
	Iteration 21Q: 3 clusters Score -1226982 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1227036.250000 Penalty: 4508.573730
	Iteration 22Q: 3 clusters Score -1227036 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1227084.875000 Penalty: 4508.573730
	Iteration 23Q: 3 clusters Score -1227085 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1227124.750000 Penalty: 4508.573730
	Iteration 24Q: 3 clusters Score -1227125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1227154.750000 Penalty: 4508.573730
	Iteration 25Q: 3 clusters Score -1227155 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1227189.625000 Penalty: 4508.573730
	Iteration 26Q: 3 clusters Score -1227190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1227221.000000 Penalty: 4508.573730
	Iteration 27Q: 3 clusters Score -1227221 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1227245.125000 Penalty: 4508.573730
	Iteration 28Q: 3 clusters Score -1227245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1227268.500000 Penalty: 4508.573730
	Iteration 29Q: 3 clusters Score -1227268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1227283.750000 Penalty: 4508.573730
	Iteration 30Q: 3 clusters Score -1227284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1227290.000000 Penalty: 4508.573730
	Iteration 31Q: 3 clusters Score -1227290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1227297.625000 Penalty: 4508.573730
	Iteration 32Q: 3 clusters Score -1227298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1227301.750000 Penalty: 4508.573730
	Iteration 33Q: 3 clusters Score -1227302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1227306.375000 Penalty: 4508.573730
	Iteration 34Q: 3 clusters Score -1227306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1227306.000000 Penalty: 4508.573730
	Iteration 35Q: 3 clusters Score -1227306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1227306.750000 Penalty: 4508.573730
	Iteration 36Q: 3 clusters Score -1227307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1227309.000000 Penalty: 4508.573730
	Iteration 37Q: 3 clusters Score -1227309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1227307.375000 Penalty: 4508.573730
	Iteration 38Q: 3 clusters Score -1227307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1227309.500000 Penalty: 4508.573730
	Iteration 39Q: 3 clusters Score -1227310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1227307.000000 Penalty: 4508.573730
	Iteration 40F: 3 clusters Score -1227307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1227309.250000 Penalty: 4508.573730
	Iteration 41Q: 3 clusters Score -1227309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1227308.500000 Penalty: 4508.573730
	Iteration 42Q: 3 clusters Score -1227308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1227308.125000 Penalty: 4508.573730
	Iteration 43Q: 3 clusters Score -1227308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1227308.125000 Penalty: 4508.573730
	Iteration 44F: 3 clusters Score -1227308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -115213.664062 Penalty: 1713.618774
	Iteration 0F: 2 clusters Score -115213.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113481.945312 Penalty: 3427.237549
	Iteration 0F: 3 clusters Score -113481.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -114178.351562 Penalty: 3427.237549
	Iteration 1F: 3 clusters Score -114178.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -114479.703125 Penalty: 3427.237549
	Iteration 2F: 3 clusters Score -114479.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -114672.523438 Penalty: 3427.237549
	Iteration 3F: 3 clusters Score -114672.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -114815.835938 Penalty: 3427.237549
	Iteration 4Q: 3 clusters Score -114815.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -114909.421875 Penalty: 3427.237549
	Iteration 5Q: 3 clusters Score -114909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -114976.554688 Penalty: 3427.237549
	Iteration 6Q: 3 clusters Score -114976.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -115019.453125 Penalty: 3427.237549
	Iteration 7Q: 3 clusters Score -115019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -115031.585938 Penalty: 3427.237549
	Iteration 8Q: 3 clusters Score -115031.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -115037.968750 Penalty: 3427.237549
	Iteration 9Q: 3 clusters Score -115038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115041.078125 Penalty: 3427.237549
	Iteration 10Q: 3 clusters Score -115041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -115051.398438 Penalty: 3427.237549
	Iteration 11F: 3 clusters Score -115051.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -115119.007812 Penalty: 3427.237549
	Iteration 12Q: 3 clusters Score -115119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -115165.875000 Penalty: 3427.237549
	Iteration 13Q: 3 clusters Score -115165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -115189.726562 Penalty: 3427.237549
	Iteration 14Q: 3 clusters Score -115189.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -115195.281250 Penalty: 3427.237549
	Iteration 15Q: 3 clusters Score -115195.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -115195.281250 Penalty: 3427.237549
	Iteration 16F: 3 clusters Score -115195.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1262469.000000 Penalty: 2249.883789
	Iteration 0F: 2 clusters Score -1262469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1255570.000000 Penalty: 4499.767578
	Iteration 0F: 3 clusters Score -1255570 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1257663.000000 Penalty: 4499.767578
	Iteration 1F: 3 clusters Score -1257663 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1258120.375000 Penalty: 4499.767578
	Iteration 2F: 3 clusters Score -1258120 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1258515.375000 Penalty: 4499.767578
	Iteration 3F: 3 clusters Score -1258515 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1258874.125000 Penalty: 4499.767578
	Iteration 4F: 3 clusters Score -1258874 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1259290.500000 Penalty: 4499.767578
	Iteration 5F: 3 clusters Score -1259290 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1259830.875000 Penalty: 4499.767578
	Iteration 6F: 3 clusters Score -1259831 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1260452.625000 Penalty: 4499.767578
	Iteration 7F: 3 clusters Score -1260453 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1261136.000000 Penalty: 4499.767578
	Iteration 8F: 3 clusters Score -1261136 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1261754.250000 Penalty: 4499.767578
	Iteration 9F: 3 clusters Score -1261754 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1262119.750000 Penalty: 4499.767578
	Iteration 10Q: 3 clusters Score -1262120 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1262235.500000 Penalty: 4499.767578
	Iteration 11Q: 3 clusters Score -1262236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1262282.750000 Penalty: 4499.767578
	Iteration 12Q: 3 clusters Score -1262283 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1262311.625000 Penalty: 4499.767578
	Iteration 13Q: 3 clusters Score -1262312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1262322.625000 Penalty: 4499.767578
	Iteration 14Q: 3 clusters Score -1262323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1262335.875000 Penalty: 4499.767578
	Iteration 15Q: 3 clusters Score -1262336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1262341.125000 Penalty: 4499.767578
	Iteration 16Q: 3 clusters Score -1262341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1262353.000000 Penalty: 4499.767578
	Iteration 17Q: 3 clusters Score -1262353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1262365.250000 Penalty: 4499.767578
	Iteration 18Q: 3 clusters Score -1262365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1262377.750000 Penalty: 4499.767578
	Iteration 19Q: 3 clusters Score -1262378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1262388.750000 Penalty: 4499.767578
	Iteration 20F: 3 clusters Score -1262389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1262400.125000 Penalty: 4499.767578
	Iteration 21Q: 3 clusters Score -1262400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1262411.500000 Penalty: 4499.767578
	Iteration 22Q: 3 clusters Score -1262412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1262418.125000 Penalty: 4499.767578
	Iteration 23Q: 3 clusters Score -1262418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1262416.000000 Penalty: 4499.767578
	Iteration 24Q: 3 clusters Score -1262416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1262420.750000 Penalty: 4499.767578
	Iteration 25Q: 3 clusters Score -1262421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1262420.625000 Penalty: 4499.767578
	Iteration 26Q: 3 clusters Score -1262421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1262422.750000 Penalty: 4499.767578
	Iteration 27Q: 3 clusters Score -1262423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1262423.750000 Penalty: 4499.767578
	Iteration 28Q: 3 clusters Score -1262424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1262423.125000 Penalty: 4499.767578
	Iteration 29Q: 3 clusters Score -1262423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1262424.750000 Penalty: 4499.767578
	Iteration 30Q: 3 clusters Score -1262425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1262422.375000 Penalty: 4499.767578
	Iteration 31Q: 3 clusters Score -1262422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1262421.750000 Penalty: 4499.767578
	Iteration 32Q: 3 clusters Score -1262422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1262420.750000 Penalty: 4499.767578
	Iteration 33Q: 3 clusters Score -1262421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1262421.875000 Penalty: 4499.767578
	Iteration 34Q: 3 clusters Score -1262422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1262421.875000 Penalty: 4499.767578
	Iteration 35F: 3 clusters Score -1262422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Entering Unmasked Estep 
Score: -1645012.125000 Penalty: 2308.813965
	Iteration 0F: 2 clusters Score -1645012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1636693.625000 Penalty: 4617.627930
	Iteration 0F: 3 clusters Score -1636694 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1639208.250000 Penalty: 4617.627930
	Iteration 1F: 3 clusters Score -1639208 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1639776.375000 Penalty: 4617.627930
	Iteration 2F: 3 clusters Score -1639776 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1640373.250000 Penalty: 4617.627930
	Iteration 3F: 3 clusters Score -1640373 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1640969.000000 Penalty: 4617.627930
	Iteration 4F: 3 clusters Score -1640969 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1641465.750000 Penalty: 4617.627930
	Iteration 5F: 3 clusters Score -1641466 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1641905.125000 Penalty: 4617.627930
	Iteration 6F: 3 clusters Score -1641905 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1642317.250000 Penalty: 4617.627930
	Iteration 7F: 3 clusters Score -1642317 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1642734.250000 Penalty: 4617.627930
	Iteration 8Q: 3 clusters Score -1642734 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1643062.875000 Penalty: 4617.627930
	Iteration 9Q: 3 clusters Score -1643063 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1643300.625000 Penalty: 4617.627930
	Iteration 10Q: 3 clusters Score -1643301 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1643500.875000 Penalty: 4617.627930
	Iteration 11Q: 3 clusters Score -1643501 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1643669.500000 Penalty: 4617.627930
	Iteration 12Q: 3 clusters Score -1643670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1643797.000000 Penalty: 4617.627930
	Iteration 13Q: 3 clusters Score -1643797 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1643912.125000 Penalty: 4617.627930
	Iteration 14Q: 3 clusters Score -1643912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1643996.000000 Penalty: 4617.627930
	Iteration 15Q: 3 clusters Score -1643996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1644047.750000 Penalty: 4617.627930
	Iteration 16Q: 3 clusters Score -1644048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1644084.250000 Penalty: 4617.627930
	Iteration 17Q: 3 clusters Score -1644084 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1644120.375000 Penalty: 4617.627930
	Iteration 18Q: 3 clusters Score -1644120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1644141.500000 Penalty: 4617.627930
	Iteration 19Q: 3 clusters Score -1644142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1644162.625000 Penalty: 4617.627930
	Iteration 20F: 3 clusters Score -1644163 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1644174.625000 Penalty: 4617.627930
	Iteration 21Q: 3 clusters Score -1644175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1644182.500000 Penalty: 4617.627930
	Iteration 22Q: 3 clusters Score -1644182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1644186.875000 Penalty: 4617.627930
	Iteration 23Q: 3 clusters Score -1644187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1644192.750000 Penalty: 4617.627930
	Iteration 24Q: 3 clusters Score -1644193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1644198.500000 Penalty: 4617.627930
	Iteration 25Q: 3 clusters Score -1644198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1644204.500000 Penalty: 4617.627930
	Iteration 26Q: 3 clusters Score -1644204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1644207.500000 Penalty: 4617.627930
	Iteration 27Q: 3 clusters Score -1644208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1644211.250000 Penalty: 4617.627930
	Iteration 28Q: 3 clusters Score -1644211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1644212.375000 Penalty: 4617.627930
	Iteration 29Q: 3 clusters Score -1644212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1644216.125000 Penalty: 4617.627930
	Iteration 30Q: 3 clusters Score -1644216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1644218.625000 Penalty: 4617.627930
	Iteration 31Q: 3 clusters Score -1644219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1644216.625000 Penalty: 4617.627930
	Iteration 32Q: 3 clusters Score -1644217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1644215.875000 Penalty: 4617.627930
	Iteration 33Q: 3 clusters Score -1644216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1644215.875000 Penalty: 4617.627930
	Iteration 34F: 3 clusters Score -1644216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Entering Unmasked Estep 
Score: -849153.812500 Penalty: 2179.760010
	Iteration 0F: 2 clusters Score -849153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -843829.625000 Penalty: 4359.520020
	Iteration 0F: 3 clusters Score -843829.6 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -846054.250000 Penalty: 4359.520020
	Iteration 1F: 3 clusters Score -846054.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -846891.500000 Penalty: 4359.520020
	Iteration 2F: 3 clusters Score -846891.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -847380.125000 Penalty: 4359.520020
	Iteration 3F: 3 clusters Score -847380.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -847688.937500 Penalty: 4359.520020
	Iteration 4F: 3 clusters Score -847688.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -847927.437500 Penalty: 4359.520020
	Iteration 5Q: 3 clusters Score -847927.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -848089.375000 Penalty: 4359.520020
	Iteration 6Q: 3 clusters Score -848089.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -848223.625000 Penalty: 4359.520020
	Iteration 7Q: 3 clusters Score -848223.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -848331.312500 Penalty: 4359.520020
	Iteration 8Q: 3 clusters Score -848331.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -848416.312500 Penalty: 4359.520020
	Iteration 9Q: 3 clusters Score -848416.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -848476.375000 Penalty: 4359.520020
	Iteration 10Q: 3 clusters Score -848476.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -848511.062500 Penalty: 4359.520020
	Iteration 11Q: 3 clusters Score -848511.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -848545.625000 Penalty: 4359.520020
	Iteration 12Q: 3 clusters Score -848545.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -848574.875000 Penalty: 4359.520020
	Iteration 13Q: 3 clusters Score -848574.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -848609.437500 Penalty: 4359.520020
	Iteration 14Q: 3 clusters Score -848609.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -848643.125000 Penalty: 4359.520020
	Iteration 15Q: 3 clusters Score -848643.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -848673.750000 Penalty: 4359.520020
	Iteration 16Q: 3 clusters Score -848673.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -848697.125000 Penalty: 4359.520020
	Iteration 17Q: 3 clusters Score -848697.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -848715.750000 Penalty: 4359.520020
	Iteration 18Q: 3 clusters Score -848715.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -848737.500000 Penalty: 4359.520020
	Iteration 19Q: 3 clusters Score -848737.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -848753.000000 Penalty: 4359.520020
	Iteration 20F: 3 clusters Score -848753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -848769.625000 Penalty: 4359.520020
	Iteration 21Q: 3 clusters Score -848769.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -848778.562500 Penalty: 4359.520020
	Iteration 22Q: 3 clusters Score -848778.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -848787.125000 Penalty: 4359.520020
	Iteration 23Q: 3 clusters Score -848787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -848804.562500 Penalty: 4359.520020
	Iteration 24Q: 3 clusters Score -848804.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -848812.812500 Penalty: 4359.520020
	Iteration 25Q: 3 clusters Score -848812.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -848819.812500 Penalty: 4359.520020
	Iteration 26Q: 3 clusters Score -848819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -848830.062500 Penalty: 4359.520020
	Iteration 27Q: 3 clusters Score -848830.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -848837.812500 Penalty: 4359.520020
	Iteration 28Q: 3 clusters Score -848837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -848846.437500 Penalty: 4359.520020
	Iteration 29Q: 3 clusters Score -848846.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -848866.312500 Penalty: 4359.520020
	Iteration 30Q: 3 clusters Score -848866.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -848882.875000 Penalty: 4359.520020
	Iteration 31Q: 3 clusters Score -848882.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -848905.000000 Penalty: 4359.520020
	Iteration 32Q: 3 clusters Score -848905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -848920.875000 Penalty: 4359.520020
	Iteration 33Q: 3 clusters Score -848920.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -848941.125000 Penalty: 4359.520020
	Iteration 34Q: 3 clusters Score -848941.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -848958.875000 Penalty: 4359.520020
	Iteration 35Q: 3 clusters Score -848958.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -848971.500000 Penalty: 4359.520020
	Iteration 36Q: 3 clusters Score -848971.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -848985.750000 Penalty: 4359.520020
	Iteration 37Q: 3 clusters Score -848985.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -848996.562500 Penalty: 4359.520020
	Iteration 38Q: 3 clusters Score -848996.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -849016.875000 Penalty: 4359.520020
	Iteration 39Q: 3 clusters Score -849016.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -849032.250000 Penalty: 4359.520020
	Iteration 40F: 3 clusters Score -849032.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -849045.687500 Penalty: 4359.520020
	Iteration 41Q: 3 clusters Score -849045.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -849056.125000 Penalty: 4359.520020
	Iteration 42Q: 3 clusters Score -849056.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -849066.562500 Penalty: 4359.520020
	Iteration 43Q: 3 clusters Score -849066.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -849074.375000 Penalty: 4359.520020
	Iteration 44Q: 3 clusters Score -849074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -849084.500000 Penalty: 4359.520020
	Iteration 45Q: 3 clusters Score -849084.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -849090.562500 Penalty: 4359.520020
	Iteration 46Q: 3 clusters Score -849090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -849098.937500 Penalty: 4359.520020
	Iteration 47Q: 3 clusters Score -849098.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -849104.187500 Penalty: 4359.520020
	Iteration 48Q: 3 clusters Score -849104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -849109.562500 Penalty: 4359.520020
	Iteration 49Q: 3 clusters Score -849109.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -849112.250000 Penalty: 4359.520020
	Iteration 50Q: 3 clusters Score -849112.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -849116.562500 Penalty: 4359.520020
	Iteration 51Q: 3 clusters Score -849116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -849121.312500 Penalty: 4359.520020
	Iteration 52Q: 3 clusters Score -849121.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -849130.750000 Penalty: 4359.520020
	Iteration 53Q: 3 clusters Score -849130.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -849152.687500 Penalty: 4359.520020
	Iteration 54Q: 3 clusters Score -849152.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -849176.125000 Penalty: 4359.520020
	Iteration 55Q: 3 clusters Score -849176.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -849213.437500 Penalty: 4359.520020
	Iteration 56Q: 3 clusters Score -849213.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -849251.062500 Penalty: 4359.520020
	Iteration 57Q: 3 clusters Score -849251.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -849321.437500 Penalty: 4359.520020
	Iteration 58Q: 3 clusters Score -849321.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -849376.875000 Penalty: 4359.520020
	Iteration 59Q: 3 clusters Score -849376.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -849496.500000 Penalty: 4359.520020
	Iteration 60F: 3 clusters Score -849496.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -849563.812500 Penalty: 4359.520020
	Iteration 61Q: 3 clusters Score -849563.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -849603.812500 Penalty: 4359.520020
	Iteration 62Q: 3 clusters Score -849603.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -849623.187500 Penalty: 4359.520020
	Iteration 63Q: 3 clusters Score -849623.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -849631.750000 Penalty: 4359.520020
	Iteration 64Q: 3 clusters Score -849631.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -849638.312500 Penalty: 4359.520020
	Iteration 65Q: 3 clusters Score -849638.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -849640.312500 Penalty: 4359.520020
	Iteration 66Q: 3 clusters Score -849640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -849640.250000 Penalty: 4359.520020
	Iteration 67Q: 3 clusters Score -849640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -849644.125000 Penalty: 4359.520020
	Iteration 68Q: 3 clusters Score -849644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -849646.062500 Penalty: 4359.520020
	Iteration 69Q: 3 clusters Score -849646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -849655.562500 Penalty: 4359.520020
	Iteration 70Q: 3 clusters Score -849655.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -849657.750000 Penalty: 4359.520020
	Iteration 71Q: 3 clusters Score -849657.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -849662.062500 Penalty: 4359.520020
	Iteration 72Q: 3 clusters Score -849662.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -849672.250000 Penalty: 4359.520020
	Iteration 73Q: 3 clusters Score -849672.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -849689.687500 Penalty: 4359.520020
	Iteration 74Q: 3 clusters Score -849689.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -849699.187500 Penalty: 4359.520020
	Iteration 75Q: 3 clusters Score -849699.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -849704.625000 Penalty: 4359.520020
	Iteration 76Q: 3 clusters Score -849704.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -849708.125000 Penalty: 4359.520020
	Iteration 77Q: 3 clusters Score -849708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -849713.250000 Penalty: 4359.520020
	Iteration 78Q: 3 clusters Score -849713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -849718.312500 Penalty: 4359.520020
	Iteration 79Q: 3 clusters Score -849718.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -849717.500000 Penalty: 4359.520020
	Iteration 80F: 3 clusters Score -849717.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -849720.562500 Penalty: 4359.520020
	Iteration 81Q: 3 clusters Score -849720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -849722.125000 Penalty: 4359.520020
	Iteration 82Q: 3 clusters Score -849722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -849723.312500 Penalty: 4359.520020
	Iteration 83Q: 3 clusters Score -849723.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -849723.750000 Penalty: 4359.520020
	Iteration 84Q: 3 clusters Score -849723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -849723.750000 Penalty: 4359.520020
	Iteration 85F: 3 clusters Score -849723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 4848 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 26825 members 
Mstep: Class 26 contains 18466 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 132746 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 1716 members 
Entering Unmasked Estep 
Score: -115012520.000000 Penalty: 134872.734375
Splitting cluster 21 changes total score from -115012664.000000 to -115012520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Entering Unmasked Estep 
Score: -1251398.750000 Penalty: 2240.954346
	Iteration 0F: 2 clusters Score -1251399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1244728.625000 Penalty: 4481.908691
	Iteration 0F: 3 clusters Score -1244729 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1246594.375000 Penalty: 4481.908691
	Iteration 1F: 3 clusters Score -1246594 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1246922.375000 Penalty: 4481.908691
	Iteration 2F: 3 clusters Score -1246922 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1247198.625000 Penalty: 4481.908691
	Iteration 3F: 3 clusters Score -1247199 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1247462.125000 Penalty: 4481.908691
	Iteration 4Q: 3 clusters Score -1247462 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1247697.750000 Penalty: 4481.908691
	Iteration 5Q: 3 clusters Score -1247698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1247916.250000 Penalty: 4481.908691
	Iteration 6Q: 3 clusters Score -1247916 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1248149.625000 Penalty: 4481.908691
	Iteration 7Q: 3 clusters Score -1248150 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1248377.750000 Penalty: 4481.908691
	Iteration 8Q: 3 clusters Score -1248378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1248569.250000 Penalty: 4481.908691
	Iteration 9Q: 3 clusters Score -1248569 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1248750.875000 Penalty: 4481.908691
	Iteration 10Q: 3 clusters Score -1248751 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1248890.500000 Penalty: 4481.908691
	Iteration 11Q: 3 clusters Score -1248890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1248986.250000 Penalty: 4481.908691
	Iteration 12Q: 3 clusters Score -1248986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1249055.375000 Penalty: 4481.908691
	Iteration 13Q: 3 clusters Score -1249055 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1249100.125000 Penalty: 4481.908691
	Iteration 14Q: 3 clusters Score -1249100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1249139.625000 Penalty: 4481.908691
	Iteration 15Q: 3 clusters Score -1249140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1249163.750000 Penalty: 4481.908691
	Iteration 16Q: 3 clusters Score -1249164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1249182.750000 Penalty: 4481.908691
	Iteration 17Q: 3 clusters Score -1249183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1249199.000000 Penalty: 4481.908691
	Iteration 18Q: 3 clusters Score -1249199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1249210.375000 Penalty: 4481.908691
	Iteration 19Q: 3 clusters Score -1249210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1249221.000000 Penalty: 4481.908691
	Iteration 20F: 3 clusters Score -1249221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1249229.000000 Penalty: 4481.908691
	Iteration 21Q: 3 clusters Score -1249229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1249237.250000 Penalty: 4481.908691
	Iteration 22Q: 3 clusters Score -1249237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1249243.750000 Penalty: 4481.908691
	Iteration 23Q: 3 clusters Score -1249244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1249248.500000 Penalty: 4481.908691
	Iteration 24Q: 3 clusters Score -1249248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1249251.000000 Penalty: 4481.908691
	Iteration 25Q: 3 clusters Score -1249251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1249254.750000 Penalty: 4481.908691
	Iteration 26Q: 3 clusters Score -1249255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1249263.875000 Penalty: 4481.908691
	Iteration 27Q: 3 clusters Score -1249264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1249267.125000 Penalty: 4481.908691
	Iteration 28Q: 3 clusters Score -1249267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1249274.375000 Penalty: 4481.908691
	Iteration 29Q: 3 clusters Score -1249274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1249276.125000 Penalty: 4481.908691
	Iteration 30Q: 3 clusters Score -1249276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1249277.875000 Penalty: 4481.908691
	Iteration 31Q: 3 clusters Score -1249278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1249278.250000 Penalty: 4481.908691
	Iteration 32Q: 3 clusters Score -1249278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1249276.750000 Penalty: 4481.908691
	Iteration 33Q: 3 clusters Score -1249277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1249277.750000 Penalty: 4481.908691
	Iteration 34Q: 3 clusters Score -1249278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1249281.500000 Penalty: 4481.908691
	Iteration 35Q: 3 clusters Score -1249282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1249281.125000 Penalty: 4481.908691
	Iteration 36Q: 3 clusters Score -1249281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1249284.875000 Penalty: 4481.908691
	Iteration 37Q: 3 clusters Score -1249285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1249285.375000 Penalty: 4481.908691
	Iteration 38Q: 3 clusters Score -1249285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1249285.125000 Penalty: 4481.908691
	Iteration 39Q: 3 clusters Score -1249285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1249289.625000 Penalty: 4481.908691
	Iteration 40F: 3 clusters Score -1249290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1249287.250000 Penalty: 4481.908691
	Iteration 41Q: 3 clusters Score -1249287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1249287.250000 Penalty: 4481.908691
	Iteration 42F: 3 clusters Score -1249287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -383595.343750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -383595.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -380505.093750 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -380505.1 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -381078.062500 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -381078.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -381253.781250 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -381253.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -381390.218750 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -381390.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -381525.718750 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -381525.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -381669.031250 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -381669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -381783.187500 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -381783.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -381872.406250 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -381872.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -381951.937500 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -381951.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -382025.906250 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -382025.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -382095.031250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -382095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -382152.531250 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -382152.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -382204.156250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -382204.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382250.468750 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -382250.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -382308.375000 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -382308.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -382360.000000 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -382360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -382413.031250 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -382413 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -382466.406250 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -382466.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -382521.437500 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -382521.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -382582.531250 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -382582.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -382650.625000 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -382650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -382730.562500 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -382730.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -382802.062500 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -382802.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -382854.468750 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -382854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -382890.843750 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -382890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -382912.468750 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -382912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -382920.750000 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -382920.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -382925.437500 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -382925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -382928.875000 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -382928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -382930.875000 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -382930.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -382930.875000 Penalty: 3918.531982
	Iteration 30F: 3 clusters Score -382930.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Entering Unmasked Estep 
Score: -3188290.500000 Penalty: 2475.151367
	Iteration 0F: 2 clusters Score -3188290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3173120.250000 Penalty: 4950.302734
	Iteration 0F: 3 clusters Score -3173120 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3178296.750000 Penalty: 4950.302734
	Iteration 1F: 3 clusters Score -3178297 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3178776.000000 Penalty: 4950.302734
	Iteration 2F: 3 clusters Score -3178776 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -3179238.250000 Penalty: 4950.302734
	Iteration 3F: 3 clusters Score -3179238 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3179729.500000 Penalty: 4950.302734
	Iteration 4Q: 3 clusters Score -3179730 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3180269.750000 Penalty: 4950.302734
	Iteration 5Q: 3 clusters Score -3180270 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3180942.250000 Penalty: 4950.302734
	Iteration 6F: 3 clusters Score -3180942 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3181669.500000 Penalty: 4950.302734
	Iteration 7F: 3 clusters Score -3181670 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -3182357.250000 Penalty: 4950.302734
	Iteration 8F: 3 clusters Score -3182357 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3182906.500000 Penalty: 4950.302734
	Iteration 9Q: 3 clusters Score -3182906 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3183328.750000 Penalty: 4950.302734
	Iteration 10Q: 3 clusters Score -3183329 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3183661.000000 Penalty: 4950.302734
	Iteration 11Q: 3 clusters Score -3183661 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3183939.500000 Penalty: 4950.302734
	Iteration 12Q: 3 clusters Score -3183940 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3184206.250000 Penalty: 4950.302734
	Iteration 13Q: 3 clusters Score -3184206 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3184492.000000 Penalty: 4950.302734
	Iteration 14Q: 3 clusters Score -3184492 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3184796.500000 Penalty: 4950.302734
	Iteration 15Q: 3 clusters Score -3184796 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3185103.250000 Penalty: 4950.302734
	Iteration 16Q: 3 clusters Score -3185103 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3185428.250000 Penalty: 4950.302734
	Iteration 17Q: 3 clusters Score -3185428 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3185755.750000 Penalty: 4950.302734
	Iteration 18Q: 3 clusters Score -3185756 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3186085.750000 Penalty: 4950.302734
	Iteration 19Q: 3 clusters Score -3186086 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3186285.000000 Penalty: 4950.302734
	Iteration 20F: 3 clusters Score -3186285 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3186439.000000 Penalty: 4950.302734
	Iteration 21Q: 3 clusters Score -3186439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3186538.750000 Penalty: 4950.302734
	Iteration 22Q: 3 clusters Score -3186539 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3186646.250000 Penalty: 4950.302734
	Iteration 23Q: 3 clusters Score -3186646 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3186750.750000 Penalty: 4950.302734
	Iteration 24Q: 3 clusters Score -3186751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3186875.250000 Penalty: 4950.302734
	Iteration 25Q: 3 clusters Score -3186875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3187006.750000 Penalty: 4950.302734
	Iteration 26Q: 3 clusters Score -3187007 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3187097.500000 Penalty: 4950.302734
	Iteration 27Q: 3 clusters Score -3187098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3187138.500000 Penalty: 4950.302734
	Iteration 28Q: 3 clusters Score -3187138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3187161.750000 Penalty: 4950.302734
	Iteration 29Q: 3 clusters Score -3187162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3187166.250000 Penalty: 4950.302734
	Iteration 30Q: 3 clusters Score -3187166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3187169.500000 Penalty: 4950.302734
	Iteration 31Q: 3 clusters Score -3187170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3187182.500000 Penalty: 4950.302734
	Iteration 32Q: 3 clusters Score -3187182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3187191.750000 Penalty: 4950.302734
	Iteration 33Q: 3 clusters Score -3187192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3187194.500000 Penalty: 4950.302734
	Iteration 34Q: 3 clusters Score -3187194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3187193.000000 Penalty: 4950.302734
	Iteration 35Q: 3 clusters Score -3187193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3187197.750000 Penalty: 4950.302734
	Iteration 36Q: 3 clusters Score -3187198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3187199.250000 Penalty: 4950.302734
	Iteration 37Q: 3 clusters Score -3187199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3187200.250000 Penalty: 4950.302734
	Iteration 38Q: 3 clusters Score -3187200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3187200.250000 Penalty: 4950.302734
	Iteration 39F: 3 clusters Score -3187200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Entering Unmasked Estep 
Score: -3692755.000000 Penalty: 2528.878174
	Iteration 0F: 2 clusters Score -3692755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3674285.500000 Penalty: 5057.756348
	Iteration 0F: 3 clusters Score -3674286 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3681609.750000 Penalty: 5057.756348
	Iteration 1F: 3 clusters Score -3681610 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -3683011.000000 Penalty: 5057.756348
	Iteration 2F: 3 clusters Score -3683011 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3684350.500000 Penalty: 5057.756348
	Iteration 3F: 3 clusters Score -3684350 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3685397.750000 Penalty: 5057.756348
	Iteration 4F: 3 clusters Score -3685398 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3686142.250000 Penalty: 5057.756348
	Iteration 5F: 3 clusters Score -3686142 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3686768.250000 Penalty: 5057.756348
	Iteration 6Q: 3 clusters Score -3686768 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3687324.250000 Penalty: 5057.756348
	Iteration 7Q: 3 clusters Score -3687324 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3687807.500000 Penalty: 5057.756348
	Iteration 8Q: 3 clusters Score -3687808 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3688205.500000 Penalty: 5057.756348
	Iteration 9Q: 3 clusters Score -3688206 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3688529.500000 Penalty: 5057.756348
	Iteration 10Q: 3 clusters Score -3688530 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3688783.750000 Penalty: 5057.756348
	Iteration 11Q: 3 clusters Score -3688784 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3688973.500000 Penalty: 5057.756348
	Iteration 12Q: 3 clusters Score -3688974 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3689135.750000 Penalty: 5057.756348
	Iteration 13Q: 3 clusters Score -3689136 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -3689254.250000 Penalty: 5057.756348
	Iteration 14Q: 3 clusters Score -3689254 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -3689370.750000 Penalty: 5057.756348
	Iteration 15Q: 3 clusters Score -3689371 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3689459.250000 Penalty: 5057.756348
	Iteration 16Q: 3 clusters Score -3689459 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3689549.250000 Penalty: 5057.756348
	Iteration 17Q: 3 clusters Score -3689549 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3689658.750000 Penalty: 5057.756348
	Iteration 18Q: 3 clusters Score -3689659 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3689784.500000 Penalty: 5057.756348
	Iteration 19Q: 3 clusters Score -3689784 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -3689907.250000 Penalty: 5057.756348
	Iteration 20F: 3 clusters Score -3689907 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3690068.750000 Penalty: 5057.756348
	Iteration 21Q: 3 clusters Score -3690069 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -3690246.000000 Penalty: 5057.756348
	Iteration 22Q: 3 clusters Score -3690246 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3690426.750000 Penalty: 5057.756348
	Iteration 23Q: 3 clusters Score -3690427 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3690672.500000 Penalty: 5057.756348
	Iteration 24Q: 3 clusters Score -3690672 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -3690924.500000 Penalty: 5057.756348
	Iteration 25Q: 3 clusters Score -3690924 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3691167.000000 Penalty: 5057.756348
	Iteration 26Q: 3 clusters Score -3691167 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3691429.000000 Penalty: 5057.756348
	Iteration 27Q: 3 clusters Score -3691429 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3691676.750000 Penalty: 5057.756348
	Iteration 28Q: 3 clusters Score -3691677 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3691875.250000 Penalty: 5057.756348
	Iteration 29Q: 3 clusters Score -3691875 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3692077.250000 Penalty: 5057.756348
	Iteration 30Q: 3 clusters Score -3692077 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3692264.250000 Penalty: 5057.756348
	Iteration 31Q: 3 clusters Score -3692264 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3692436.000000 Penalty: 5057.756348
	Iteration 32Q: 3 clusters Score -3692436 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3692580.750000 Penalty: 5057.756348
	Iteration 33Q: 3 clusters Score -3692581 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3692717.750000 Penalty: 5057.756348
	Iteration 34Q: 3 clusters Score -3692718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3692840.000000 Penalty: 5057.756348
	Iteration 35Q: 3 clusters Score -3692840 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3692945.250000 Penalty: 5057.756348
	Iteration 36Q: 3 clusters Score -3692945 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3693023.500000 Penalty: 5057.756348
	Iteration 37Q: 3 clusters Score -3693024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3693090.750000 Penalty: 5057.756348
	Iteration 38Q: 3 clusters Score -3693091 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3693142.750000 Penalty: 5057.756348
	Iteration 39Q: 3 clusters Score -3693143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3693202.500000 Penalty: 5057.756348
	Iteration 40F: 3 clusters Score -3693202 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3693276.000000 Penalty: 5057.756348
	Iteration 41Q: 3 clusters Score -3693276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3693333.500000 Penalty: 5057.756348
	Iteration 42Q: 3 clusters Score -3693334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3693362.000000 Penalty: 5057.756348
	Iteration 43Q: 3 clusters Score -3693362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3693385.500000 Penalty: 5057.756348
	Iteration 44Q: 3 clusters Score -3693386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3693388.500000 Penalty: 5057.756348
	Iteration 45Q: 3 clusters Score -3693388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3693395.750000 Penalty: 5057.756348
	Iteration 46Q: 3 clusters Score -3693396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3693398.250000 Penalty: 5057.756348
	Iteration 47Q: 3 clusters Score -3693398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3693395.750000 Penalty: 5057.756348
	Iteration 48Q: 3 clusters Score -3693396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3693397.000000 Penalty: 5057.756348
	Iteration 49Q: 3 clusters Score -3693397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3693397.250000 Penalty: 5057.756348
	Iteration 50Q: 3 clusters Score -3693397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3693403.250000 Penalty: 5057.756348
	Iteration 51Q: 3 clusters Score -3693403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3693400.750000 Penalty: 5057.756348
	Iteration 52Q: 3 clusters Score -3693401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3693406.000000 Penalty: 5057.756348
	Iteration 53Q: 3 clusters Score -3693406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3693404.750000 Penalty: 5057.756348
	Iteration 54Q: 3 clusters Score -3693405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -3693404.750000 Penalty: 5057.756348
	Iteration 55F: 3 clusters Score -3693405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 18466 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 132746 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Entering Unmasked Estep 
Score: -115012968.000000 Penalty: 134872.734375
Splitting cluster 25 changes total score from -115012664.000000 to -115012968.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (18466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Entering Unmasked Estep 
Score: -2711996.750000 Penalty: 2436.274170
	Iteration 0F: 2 clusters Score -2711997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2699027.500000 Penalty: 4872.548340
	Iteration 0F: 3 clusters Score -2699028 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2703449.000000 Penalty: 4872.548340
	Iteration 1F: 3 clusters Score -2703449 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2703901.500000 Penalty: 4872.548340
	Iteration 2F: 3 clusters Score -2703902 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -2704344.500000 Penalty: 4872.548340
	Iteration 3Q: 3 clusters Score -2704344 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2704816.750000 Penalty: 4872.548340
	Iteration 4Q: 3 clusters Score -2704817 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2705350.500000 Penalty: 4872.548340
	Iteration 5F: 3 clusters Score -2705350 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2705919.500000 Penalty: 4872.548340
	Iteration 6F: 3 clusters Score -2705920 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2706486.500000 Penalty: 4872.548340
	Iteration 7F: 3 clusters Score -2706486 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2706975.000000 Penalty: 4872.548340
	Iteration 8Q: 3 clusters Score -2706975 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2707420.500000 Penalty: 4872.548340
	Iteration 9Q: 3 clusters Score -2707420 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2707807.250000 Penalty: 4872.548340
	Iteration 10Q: 3 clusters Score -2707807 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2708135.500000 Penalty: 4872.548340
	Iteration 11Q: 3 clusters Score -2708136 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2708358.000000 Penalty: 4872.548340
	Iteration 12Q: 3 clusters Score -2708358 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2708524.500000 Penalty: 4872.548340
	Iteration 13Q: 3 clusters Score -2708524 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2708606.000000 Penalty: 4872.548340
	Iteration 14Q: 3 clusters Score -2708606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2708660.500000 Penalty: 4872.548340
	Iteration 15Q: 3 clusters Score -2708660 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2708703.000000 Penalty: 4872.548340
	Iteration 16Q: 3 clusters Score -2708703 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2708736.250000 Penalty: 4872.548340
	Iteration 17Q: 3 clusters Score -2708736 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2708771.500000 Penalty: 4872.548340
	Iteration 18Q: 3 clusters Score -2708772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2708807.250000 Penalty: 4872.548340
	Iteration 19Q: 3 clusters Score -2708807 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2708832.250000 Penalty: 4872.548340
	Iteration 20F: 3 clusters Score -2708832 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2708860.500000 Penalty: 4872.548340
	Iteration 21Q: 3 clusters Score -2708860 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2708887.500000 Penalty: 4872.548340
	Iteration 22Q: 3 clusters Score -2708888 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2708932.000000 Penalty: 4872.548340
	Iteration 23Q: 3 clusters Score -2708932 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2708947.500000 Penalty: 4872.548340
	Iteration 24Q: 3 clusters Score -2708948 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2708989.250000 Penalty: 4872.548340
	Iteration 25Q: 3 clusters Score -2708989 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2709040.250000 Penalty: 4872.548340
	Iteration 26Q: 3 clusters Score -2709040 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2709090.750000 Penalty: 4872.548340
	Iteration 27Q: 3 clusters Score -2709091 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2709147.500000 Penalty: 4872.548340
	Iteration 28Q: 3 clusters Score -2709148 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2709215.750000 Penalty: 4872.548340
	Iteration 29Q: 3 clusters Score -2709216 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2709295.750000 Penalty: 4872.548340
	Iteration 30Q: 3 clusters Score -2709296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2709392.500000 Penalty: 4872.548340
	Iteration 31Q: 3 clusters Score -2709392 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2709525.250000 Penalty: 4872.548340
	Iteration 32Q: 3 clusters Score -2709525 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2709676.250000 Penalty: 4872.548340
	Iteration 33Q: 3 clusters Score -2709676 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2709900.750000 Penalty: 4872.548340
	Iteration 34Q: 3 clusters Score -2709901 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2710279.000000 Penalty: 4872.548340
	Iteration 35Q: 3 clusters Score -2710279 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2710863.000000 Penalty: 4872.548340
	Iteration 36Q: 3 clusters Score -2710863 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2711797.000000 Penalty: 4872.548340
	Iteration 37Q: 3 clusters Score -2711797 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -2712783.500000 Penalty: 4872.548340
	Iteration 38Q: 3 clusters Score -2712784 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2713305.750000 Penalty: 4872.548340
	Iteration 39Q: 3 clusters Score -2713306 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2713540.000000 Penalty: 4872.548340
	Iteration 40F: 3 clusters Score -2713540 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2713625.000000 Penalty: 4872.548340
	Iteration 41Q: 3 clusters Score -2713625 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2713678.000000 Penalty: 4872.548340
	Iteration 42Q: 3 clusters Score -2713678 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2713701.500000 Penalty: 4872.548340
	Iteration 43Q: 3 clusters Score -2713702 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2713721.250000 Penalty: 4872.548340
	Iteration 44Q: 3 clusters Score -2713721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2713720.000000 Penalty: 4872.548340
	Iteration 45Q: 3 clusters Score -2713720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2713724.250000 Penalty: 4872.548340
	Iteration 46Q: 3 clusters Score -2713724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2713721.000000 Penalty: 4872.548340
	Iteration 47Q: 3 clusters Score -2713721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2713728.500000 Penalty: 4872.548340
	Iteration 48Q: 3 clusters Score -2713728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2713728.250000 Penalty: 4872.548340
	Iteration 49Q: 3 clusters Score -2713728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2713727.750000 Penalty: 4872.548340
	Iteration 50Q: 3 clusters Score -2713728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2713727.750000 Penalty: 4872.548340
	Iteration 51F: 3 clusters Score -2713728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 5483 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 132746 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Mstep: Class 41 contains 10069 members 
Entering Unmasked Estep 
Score: -115013760.000000 Penalty: 138244.546875
Splitting cluster 26 changes total score from -115012664.000000 to -115013760.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -739978.562500 Penalty: 2135.133057
	Iteration 0F: 2 clusters Score -739978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -735260.000000 Penalty: 4270.266113
	Iteration 0F: 3 clusters Score -735260 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -738063.875000 Penalty: 4270.266113
	Iteration 1F: 3 clusters Score -738063.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -740591.625000 Penalty: 4270.266113
	Iteration 2F: 3 clusters Score -740591.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -742370.312500 Penalty: 4270.266113
	Iteration 3F: 3 clusters Score -742370.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -743284.437500 Penalty: 4270.266113
	Iteration 4F: 3 clusters Score -743284.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -743841.062500 Penalty: 4270.266113
	Iteration 5F: 3 clusters Score -743841.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -744142.125000 Penalty: 4270.266113
	Iteration 6Q: 3 clusters Score -744142.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -744270.250000 Penalty: 4270.266113
	Iteration 7Q: 3 clusters Score -744270.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -744316.000000 Penalty: 4270.266113
	Iteration 8Q: 3 clusters Score -744316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -744330.437500 Penalty: 4270.266113
	Iteration 9Q: 3 clusters Score -744330.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -744336.750000 Penalty: 4270.266113
	Iteration 10Q: 3 clusters Score -744336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -744341.187500 Penalty: 4270.266113
	Iteration 11Q: 3 clusters Score -744341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -744341.812500 Penalty: 4270.266113
	Iteration 12Q: 3 clusters Score -744341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -744341.625000 Penalty: 4270.266113
	Iteration 13Q: 3 clusters Score -744341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -744342.500000 Penalty: 4270.266113
	Iteration 14Q: 3 clusters Score -744342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -744342.250000 Penalty: 4270.266113
	Iteration 15Q: 3 clusters Score -744342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -744342.250000 Penalty: 4270.266113
	Iteration 16F: 3 clusters Score -744342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 132746 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Mstep: Class 41 contains 10069 members 
Mstep: Class 42 contains 3026 members 
Entering Unmasked Estep 
Score: -115016408.000000 Penalty: 141616.375000
Splitting cluster 27 changes total score from -115012664.000000 to -115016408.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 28 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -851566.437500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -851566.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -846312.562500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -846312.6 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -847780.125000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -847780.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -848224.437500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -848224.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -848650.062500 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -848650.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -849052.625000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -849052.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -849331.312500 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -849331.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -849507.812500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -849507.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -849632.937500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -849632.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -849722.562500 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -849722.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -849814.062500 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -849814.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -849897.375000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -849897.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -849957.937500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -849957.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -849995.625000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -849995.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -850017.937500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -850017.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -850029.812500 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -850029.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -850040.312500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -850040.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -850053.750000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -850053.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -850063.562500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -850063.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -850072.625000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -850072.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -850082.312500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -850082.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -850091.500000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -850091.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -850100.750000 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -850100.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -850105.312500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -850105.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -850112.812500 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -850112.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -850119.125000 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -850119.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -850121.062500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -850121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -850123.250000 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -850123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -850125.125000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -850125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -850124.437500 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -850124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -850124.750000 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -850124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -850124.750000 Penalty: 4333.059570
	Iteration 30F: 3 clusters Score -850124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (132746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132746 members 
Entering Unmasked Estep 
Score: -19623682.000000 Penalty: 2925.455811
	Iteration 0F: 2 clusters Score -1.962368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66265 members 
Mstep: Class 2 contains 66481 members 
Entering Unmasked Estep 
Score: -19536530.000000 Penalty: 5850.911621
	Iteration 0F: 3 clusters Score -1.953653e+07 nChanged 63241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65288 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -19574326.000000 Penalty: 5850.911621
	Iteration 1F: 3 clusters Score -1.957433e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -19576022.000000 Penalty: 5850.911621
	Iteration 2Q: 3 clusters Score -1.957602e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -19578146.000000 Penalty: 5850.911621
	Iteration 3Q: 3 clusters Score -1.957815e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63684 members 
Mstep: Class 2 contains 69062 members 
Entering Unmasked Estep 
Score: -19580354.000000 Penalty: 5850.911621
	Iteration 4Q: 3 clusters Score -1.958035e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -19582960.000000 Penalty: 5850.911621
	Iteration 5Q: 3 clusters Score -1.958296e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -19585654.000000 Penalty: 5850.911621
	Iteration 6Q: 3 clusters Score -1.958565e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -19588562.000000 Penalty: 5850.911621
	Iteration 7Q: 3 clusters Score -1.958856e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60193 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -19591594.000000 Penalty: 5850.911621
	Iteration 8Q: 3 clusters Score -1.959159e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -19594240.000000 Penalty: 5850.911621
	Iteration 9Q: 3 clusters Score -1.959424e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 75576 members 
Entering Unmasked Estep 
Score: -19596798.000000 Penalty: 5850.911621
	Iteration 10Q: 3 clusters Score -1.95968e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -19598938.000000 Penalty: 5850.911621
	Iteration 11Q: 3 clusters Score -1.959894e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -19600812.000000 Penalty: 5850.911621
	Iteration 12Q: 3 clusters Score -1.960081e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 83615 members 
Entering Unmasked Estep 
Score: -19602456.000000 Penalty: 5850.911621
	Iteration 13Q: 3 clusters Score -1.960246e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -19604116.000000 Penalty: 5850.911621
	Iteration 14Q: 3 clusters Score -1.960412e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 91420 members 
Entering Unmasked Estep 
Score: -19605950.000000 Penalty: 5850.911621
	Iteration 15Q: 3 clusters Score -1.960595e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 95949 members 
Entering Unmasked Estep 
Score: -19607924.000000 Penalty: 5850.911621
	Iteration 16Q: 3 clusters Score -1.960792e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -19610066.000000 Penalty: 5850.911621
	Iteration 17Q: 3 clusters Score -1.961007e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -19612438.000000 Penalty: 5850.911621
	Iteration 18Q: 3 clusters Score -1.961244e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -19614674.000000 Penalty: 5850.911621
	Iteration 19Q: 3 clusters Score -1.961467e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -19616698.000000 Penalty: 5850.911621
	Iteration 20F: 3 clusters Score -1.96167e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 117533 members 
Entering Unmasked Estep 
Score: -19618230.000000 Penalty: 5850.911621
	Iteration 21Q: 3 clusters Score -1.961823e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 120361 members 
Entering Unmasked Estep 
Score: -19619356.000000 Penalty: 5850.911621
	Iteration 22Q: 3 clusters Score -1.961936e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 122650 members 
Entering Unmasked Estep 
Score: -19620380.000000 Penalty: 5850.911621
	Iteration 23Q: 3 clusters Score -1.962038e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -19620946.000000 Penalty: 5850.911621
	Iteration 24Q: 3 clusters Score -1.962095e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 125700 members 
Entering Unmasked Estep 
Score: -19621488.000000 Penalty: 5850.911621
	Iteration 25Q: 3 clusters Score -1.962149e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 126692 members 
Entering Unmasked Estep 
Score: -19621902.000000 Penalty: 5850.911621
	Iteration 26Q: 3 clusters Score -1.96219e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -19622272.000000 Penalty: 5850.911621
	Iteration 27Q: 3 clusters Score -1.962227e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 127911 members 
Entering Unmasked Estep 
Score: -19622652.000000 Penalty: 5850.911621
	Iteration 28Q: 3 clusters Score -1.962265e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 128267 members 
Entering Unmasked Estep 
Score: -19623286.000000 Penalty: 5850.911621
	Iteration 29Q: 3 clusters Score -1.962329e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 128440 members 
Entering Unmasked Estep 
Score: -19624004.000000 Penalty: 5850.911621
	Iteration 30Q: 3 clusters Score -1.9624e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 128331 members 
Entering Unmasked Estep 
Score: -19624246.000000 Penalty: 5850.911621
	Iteration 31Q: 3 clusters Score -1.962425e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -19624414.000000 Penalty: 5850.911621
	Iteration 32Q: 3 clusters Score -1.962441e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -19624488.000000 Penalty: 5850.911621
	Iteration 33Q: 3 clusters Score -1.962449e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 127796 members 
Entering Unmasked Estep 
Score: -19624586.000000 Penalty: 5850.911621
	Iteration 34Q: 3 clusters Score -1.962459e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 127618 members 
Entering Unmasked Estep 
Score: -19624666.000000 Penalty: 5850.911621
	Iteration 35Q: 3 clusters Score -1.962467e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 127459 members 
Entering Unmasked Estep 
Score: -19624678.000000 Penalty: 5850.911621
	Iteration 36Q: 3 clusters Score -1.962468e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 127335 members 
Entering Unmasked Estep 
Score: -19624732.000000 Penalty: 5850.911621
	Iteration 37Q: 3 clusters Score -1.962473e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -19624762.000000 Penalty: 5850.911621
	Iteration 38Q: 3 clusters Score -1.962476e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -19624756.000000 Penalty: 5850.911621
	Iteration 39Q: 3 clusters Score -1.962476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -19624788.000000 Penalty: 5850.911621
	Iteration 40F: 3 clusters Score -1.962479e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 127022 members 
Entering Unmasked Estep 
Score: -19624802.000000 Penalty: 5850.911621
	Iteration 41Q: 3 clusters Score -1.96248e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 126982 members 
Entering Unmasked Estep 
Score: -19624816.000000 Penalty: 5850.911621
	Iteration 42Q: 3 clusters Score -1.962482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -19624822.000000 Penalty: 5850.911621
	Iteration 43Q: 3 clusters Score -1.962482e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -19624820.000000 Penalty: 5850.911621
	Iteration 44Q: 3 clusters Score -1.962482e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 126851 members 
Entering Unmasked Estep 
Score: -19624814.000000 Penalty: 5850.911621
	Iteration 45Q: 3 clusters Score -1.962481e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 126810 members 
Entering Unmasked Estep 
Score: -19624838.000000 Penalty: 5850.911621
	Iteration 46Q: 3 clusters Score -1.962484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -19624860.000000 Penalty: 5850.911621
	Iteration 47Q: 3 clusters Score -1.962486e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 126744 members 
Entering Unmasked Estep 
Score: -19624868.000000 Penalty: 5850.911621
	Iteration 48Q: 3 clusters Score -1.962487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 126712 members 
Entering Unmasked Estep 
Score: -19624872.000000 Penalty: 5850.911621
	Iteration 49Q: 3 clusters Score -1.962487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 126682 members 
Entering Unmasked Estep 
Score: -19624894.000000 Penalty: 5850.911621
	Iteration 50Q: 3 clusters Score -1.962489e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 126655 members 
Entering Unmasked Estep 
Score: -19624908.000000 Penalty: 5850.911621
	Iteration 51Q: 3 clusters Score -1.962491e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 126629 members 
Entering Unmasked Estep 
Score: -19624912.000000 Penalty: 5850.911621
	Iteration 52Q: 3 clusters Score -1.962491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 126609 members 
Entering Unmasked Estep 
Score: -19624910.000000 Penalty: 5850.911621
	Iteration 53Q: 3 clusters Score -1.962491e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -19624910.000000 Penalty: 5850.911621
	Iteration 54Q: 3 clusters Score -1.962491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 126567 members 
Entering Unmasked Estep 
Score: -19624926.000000 Penalty: 5850.911621
	Iteration 55Q: 3 clusters Score -1.962493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 126549 members 
Entering Unmasked Estep 
Score: -19624944.000000 Penalty: 5850.911621
	Iteration 56Q: 3 clusters Score -1.962494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 126530 members 
Entering Unmasked Estep 
Score: -19624930.000000 Penalty: 5850.911621
	Iteration 57Q: 3 clusters Score -1.962493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 126513 members 
Entering Unmasked Estep 
Score: -19624928.000000 Penalty: 5850.911621
	Iteration 58Q: 3 clusters Score -1.962493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -19624926.000000 Penalty: 5850.911621
	Iteration 59Q: 3 clusters Score -1.962493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 126488 members 
Entering Unmasked Estep 
Score: -19624926.000000 Penalty: 5850.911621
	Iteration 60F: 3 clusters Score -1.962493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 126476 members 
Entering Unmasked Estep 
Score: -19624916.000000 Penalty: 5850.911621
	Iteration 61Q: 3 clusters Score -1.962492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 126467 members 
Entering Unmasked Estep 
Score: -19624932.000000 Penalty: 5850.911621
	Iteration 62Q: 3 clusters Score -1.962493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 126455 members 
Entering Unmasked Estep 
Score: -19624932.000000 Penalty: 5850.911621
	Iteration 63Q: 3 clusters Score -1.962493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 126441 members 
Entering Unmasked Estep 
Score: -19624942.000000 Penalty: 5850.911621
	Iteration 64Q: 3 clusters Score -1.962494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 126431 members 
Entering Unmasked Estep 
Score: -19624948.000000 Penalty: 5850.911621
	Iteration 65Q: 3 clusters Score -1.962495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -19624956.000000 Penalty: 5850.911621
	Iteration 66Q: 3 clusters Score -1.962496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 126411 members 
Entering Unmasked Estep 
Score: -19624960.000000 Penalty: 5850.911621
	Iteration 67Q: 3 clusters Score -1.962496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 126405 members 
Entering Unmasked Estep 
Score: -19624958.000000 Penalty: 5850.911621
	Iteration 68Q: 3 clusters Score -1.962496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 126404 members 
Entering Unmasked Estep 
Score: -19624956.000000 Penalty: 5850.911621
	Iteration 69Q: 3 clusters Score -1.962496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19624954.000000 Penalty: 5850.911621
	Iteration 70Q: 3 clusters Score -1.962495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -19624942.000000 Penalty: 5850.911621
	Iteration 71Q: 3 clusters Score -1.962494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 126392 members 
Entering Unmasked Estep 
Score: -19624960.000000 Penalty: 5850.911621
	Iteration 72Q: 3 clusters Score -1.962496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 126388 members 
Entering Unmasked Estep 
Score: -19624968.000000 Penalty: 5850.911621
	Iteration 73Q: 3 clusters Score -1.962497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -19624968.000000 Penalty: 5850.911621
	Iteration 74Q: 3 clusters Score -1.962497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 126382 members 
Entering Unmasked Estep 
Score: -19624960.000000 Penalty: 5850.911621
	Iteration 75Q: 3 clusters Score -1.962496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 126377 members 
Entering Unmasked Estep 
Score: -19624956.000000 Penalty: 5850.911621
	Iteration 76Q: 3 clusters Score -1.962496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 126368 members 
Entering Unmasked Estep 
Score: -19624946.000000 Penalty: 5850.911621
	Iteration 77Q: 3 clusters Score -1.962495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -19624942.000000 Penalty: 5850.911621
	Iteration 78Q: 3 clusters Score -1.962494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -19624948.000000 Penalty: 5850.911621
	Iteration 79Q: 3 clusters Score -1.962495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 80F: 3 clusters Score -1.962495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 126364 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 81Q: 3 clusters Score -1.962495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -19624950.000000 Penalty: 5850.911621
	Iteration 82Q: 3 clusters Score -1.962495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 126366 members 
Entering Unmasked Estep 
Score: -19624936.000000 Penalty: 5850.911621
	Iteration 83Q: 3 clusters Score -1.962494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -19624934.000000 Penalty: 5850.911621
	Iteration 84Q: 3 clusters Score -1.962493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 85Q: 3 clusters Score -1.962495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 126346 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 86Q: 3 clusters Score -1.962495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 126340 members 
Entering Unmasked Estep 
Score: -19624948.000000 Penalty: 5850.911621
	Iteration 87Q: 3 clusters Score -1.962495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 88Q: 3 clusters Score -1.962495e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -19624958.000000 Penalty: 5850.911621
	Iteration 89Q: 3 clusters Score -1.962496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 126326 members 
Entering Unmasked Estep 
Score: -19624952.000000 Penalty: 5850.911621
	Iteration 90Q: 3 clusters Score -1.962495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 126318 members 
Entering Unmasked Estep 
Score: -19624964.000000 Penalty: 5850.911621
	Iteration 91Q: 3 clusters Score -1.962496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 126301 members 
Entering Unmasked Estep 
Score: -19624972.000000 Penalty: 5850.911621
	Iteration 92Q: 3 clusters Score -1.962497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -19624990.000000 Penalty: 5850.911621
	Iteration 93Q: 3 clusters Score -1.962499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -19624974.000000 Penalty: 5850.911621
	Iteration 94Q: 3 clusters Score -1.962497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 126273 members 
Entering Unmasked Estep 
Score: -19624968.000000 Penalty: 5850.911621
	Iteration 95Q: 3 clusters Score -1.962497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 126262 members 
Entering Unmasked Estep 
Score: -19624966.000000 Penalty: 5850.911621
	Iteration 96Q: 3 clusters Score -1.962497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 126257 members 
Entering Unmasked Estep 
Score: -19624968.000000 Penalty: 5850.911621
	Iteration 97Q: 3 clusters Score -1.962497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 126249 members 
Entering Unmasked Estep 
Score: -19624976.000000 Penalty: 5850.911621
	Iteration 98Q: 3 clusters Score -1.962498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -19624982.000000 Penalty: 5850.911621
	Iteration 99Q: 3 clusters Score -1.962498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 126233 members 
Entering Unmasked Estep 
Score: -19624990.000000 Penalty: 5850.911621
	Iteration 100F: 3 clusters Score -1.962499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
Score: -19624970.000000 Penalty: 5850.911621
	Iteration 101Q: 3 clusters Score -1.962497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -19624980.000000 Penalty: 5850.911621
	Iteration 102Q: 3 clusters Score -1.962498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -19624992.000000 Penalty: 5850.911621
	Iteration 103Q: 3 clusters Score -1.962499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
Score: -19625002.000000 Penalty: 5850.911621
	Iteration 104Q: 3 clusters Score -1.9625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 126206 members 
Entering Unmasked Estep 
Score: -19624994.000000 Penalty: 5850.911621
	Iteration 105Q: 3 clusters Score -1.962499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 126204 members 
Entering Unmasked Estep 
Score: -19624996.000000 Penalty: 5850.911621
	Iteration 106Q: 3 clusters Score -1.9625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 126202 members 
Entering Unmasked Estep 
Score: -19624980.000000 Penalty: 5850.911621
	Iteration 107Q: 3 clusters Score -1.962498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -19624974.000000 Penalty: 5850.911621
	Iteration 108Q: 3 clusters Score -1.962497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 126198 members 
Entering Unmasked Estep 
Score: -19624976.000000 Penalty: 5850.911621
	Iteration 109Q: 3 clusters Score -1.962498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 126194 members 
Entering Unmasked Estep 
Score: -19624974.000000 Penalty: 5850.911621
	Iteration 110Q: 3 clusters Score -1.962497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 126191 members 
Entering Unmasked Estep 
Score: -19624982.000000 Penalty: 5850.911621
	Iteration 111Q: 3 clusters Score -1.962498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 126188 members 
Entering Unmasked Estep 
Score: -19624990.000000 Penalty: 5850.911621
	Iteration 112Q: 3 clusters Score -1.962499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -19624990.000000 Penalty: 5850.911621
	Iteration 113Q: 3 clusters Score -1.962499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 126180 members 
Entering Unmasked Estep 
Score: -19624988.000000 Penalty: 5850.911621
	Iteration 114Q: 3 clusters Score -1.962499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 126173 members 
Entering Unmasked Estep 
Score: -19624998.000000 Penalty: 5850.911621
	Iteration 115Q: 3 clusters Score -1.9625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 126168 members 
Entering Unmasked Estep 
Score: -19624994.000000 Penalty: 5850.911621
	Iteration 116Q: 3 clusters Score -1.962499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 126156 members 
Entering Unmasked Estep 
Score: -19624988.000000 Penalty: 5850.911621
	Iteration 117Q: 3 clusters Score -1.962499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -19624984.000000 Penalty: 5850.911621
	Iteration 118Q: 3 clusters Score -1.962498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 126143 members 
Entering Unmasked Estep 
Score: -19624978.000000 Penalty: 5850.911621
	Iteration 119Q: 3 clusters Score -1.962498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -19624998.000000 Penalty: 5850.911621
	Iteration 120F: 3 clusters Score -1.9625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 126130 members 
Entering Unmasked Estep 
Score: -19624998.000000 Penalty: 5850.911621
	Iteration 121Q: 3 clusters Score -1.9625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 126122 members 
Entering Unmasked Estep 
Score: -19624998.000000 Penalty: 5850.911621
	Iteration 122Q: 3 clusters Score -1.9625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 126116 members 
Entering Unmasked Estep 
Score: -19625006.000000 Penalty: 5850.911621
	Iteration 123Q: 3 clusters Score -1.962501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 126108 members 
Entering Unmasked Estep 
Score: -19624996.000000 Penalty: 5850.911621
	Iteration 124Q: 3 clusters Score -1.9625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -19625008.000000 Penalty: 5850.911621
	Iteration 125Q: 3 clusters Score -1.962501e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -19625002.000000 Penalty: 5850.911621
	Iteration 126Q: 3 clusters Score -1.9625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 126064 members 
Entering Unmasked Estep 
Score: -19624982.000000 Penalty: 5850.911621
	Iteration 127Q: 3 clusters Score -1.962498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 126056 members 
Entering Unmasked Estep 
Score: -19624980.000000 Penalty: 5850.911621
	Iteration 128Q: 3 clusters Score -1.962498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 126042 members 
Entering Unmasked Estep 
Score: -19624966.000000 Penalty: 5850.911621
	Iteration 129Q: 3 clusters Score -1.962497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -19624972.000000 Penalty: 5850.911621
	Iteration 130Q: 3 clusters Score -1.962497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -19624976.000000 Penalty: 5850.911621
	Iteration 131Q: 3 clusters Score -1.962498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 126003 members 
Entering Unmasked Estep 
Score: -19624974.000000 Penalty: 5850.911621
	Iteration 132Q: 3 clusters Score -1.962497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 125996 members 
Entering Unmasked Estep 
Score: -19624966.000000 Penalty: 5850.911621
	Iteration 133Q: 3 clusters Score -1.962497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 125992 members 
Entering Unmasked Estep 
Score: -19624972.000000 Penalty: 5850.911621
	Iteration 134Q: 3 clusters Score -1.962497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -19624978.000000 Penalty: 5850.911621
	Iteration 135Q: 3 clusters Score -1.962498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -19624974.000000 Penalty: 5850.911621
	Iteration 136Q: 3 clusters Score -1.962497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -19624968.000000 Penalty: 5850.911621
	Iteration 137Q: 3 clusters Score -1.962497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -19624962.000000 Penalty: 5850.911621
	Iteration 138Q: 3 clusters Score -1.962496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 125983 members 
Entering Unmasked Estep 
Score: -19624962.000000 Penalty: 5850.911621
	Iteration 139Q: 3 clusters Score -1.962496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -19624970.000000 Penalty: 5850.911621
	Iteration 140F: 3 clusters Score -1.962497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 125980 members 
Entering Unmasked Estep 
Score: -19624964.000000 Penalty: 5850.911621
	Iteration 141Q: 3 clusters Score -1.962496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 125978 members 
Entering Unmasked Estep 
Score: -19624970.000000 Penalty: 5850.911621
	Iteration 142Q: 3 clusters Score -1.962497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -19624962.000000 Penalty: 5850.911621
	Iteration 143Q: 3 clusters Score -1.962496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -19624976.000000 Penalty: 5850.911621
	Iteration 144Q: 3 clusters Score -1.962498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -19624960.000000 Penalty: 5850.911621
	Iteration 145Q: 3 clusters Score -1.962496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -19624960.000000 Penalty: 5850.911621
	Iteration 146F: 3 clusters Score -1.962496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 2292 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Mstep: Class 41 contains 10069 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 125968 members 
Entering Unmasked Estep 
Score: -115017088.000000 Penalty: 144988.187500
Splitting cluster 29 changes total score from -115012664.000000 to -115017088.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (30897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Entering Unmasked Estep 
Score: -4535961.000000 Penalty: 2563.926758
	Iteration 0F: 2 clusters Score -4535961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4514777.000000 Penalty: 5127.853516
	Iteration 0F: 3 clusters Score -4514777 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -4522605.000000 Penalty: 5127.853516
	Iteration 1F: 3 clusters Score -4522605 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4523552.000000 Penalty: 5127.853516
	Iteration 2F: 3 clusters Score -4523552 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4524829.000000 Penalty: 5127.853516
	Iteration 3F: 3 clusters Score -4524829 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4526516.000000 Penalty: 5127.853516
	Iteration 4F: 3 clusters Score -4526516 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4528236.000000 Penalty: 5127.853516
	Iteration 5F: 3 clusters Score -4528236 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4529676.500000 Penalty: 5127.853516
	Iteration 6F: 3 clusters Score -4529676 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4530729.500000 Penalty: 5127.853516
	Iteration 7F: 3 clusters Score -4530730 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4531522.500000 Penalty: 5127.853516
	Iteration 8Q: 3 clusters Score -4531522 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4532140.500000 Penalty: 5127.853516
	Iteration 9Q: 3 clusters Score -4532140 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4532616.500000 Penalty: 5127.853516
	Iteration 10Q: 3 clusters Score -4532616 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -4532981.000000 Penalty: 5127.853516
	Iteration 11Q: 3 clusters Score -4532981 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4533271.000000 Penalty: 5127.853516
	Iteration 12Q: 3 clusters Score -4533271 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -4533479.500000 Penalty: 5127.853516
	Iteration 13Q: 3 clusters Score -4533480 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4533632.500000 Penalty: 5127.853516
	Iteration 14Q: 3 clusters Score -4533632 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4533783.500000 Penalty: 5127.853516
	Iteration 15Q: 3 clusters Score -4533784 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -4533900.500000 Penalty: 5127.853516
	Iteration 16Q: 3 clusters Score -4533900 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4534001.500000 Penalty: 5127.853516
	Iteration 17Q: 3 clusters Score -4534002 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4534052.000000 Penalty: 5127.853516
	Iteration 18Q: 3 clusters Score -4534052 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4534104.500000 Penalty: 5127.853516
	Iteration 19Q: 3 clusters Score -4534104 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -4534152.500000 Penalty: 5127.853516
	Iteration 20F: 3 clusters Score -4534152 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4534191.500000 Penalty: 5127.853516
	Iteration 21Q: 3 clusters Score -4534192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4534194.500000 Penalty: 5127.853516
	Iteration 22Q: 3 clusters Score -4534194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4534204.000000 Penalty: 5127.853516
	Iteration 23Q: 3 clusters Score -4534204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4534206.500000 Penalty: 5127.853516
	Iteration 24Q: 3 clusters Score -4534206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4534224.000000 Penalty: 5127.853516
	Iteration 25Q: 3 clusters Score -4534224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4534231.000000 Penalty: 5127.853516
	Iteration 26Q: 3 clusters Score -4534231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -4534247.500000 Penalty: 5127.853516
	Iteration 27Q: 3 clusters Score -4534248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4534257.500000 Penalty: 5127.853516
	Iteration 28Q: 3 clusters Score -4534258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -4534252.000000 Penalty: 5127.853516
	Iteration 29Q: 3 clusters Score -4534252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -4534253.000000 Penalty: 5127.853516
	Iteration 30Q: 3 clusters Score -4534253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4534258.000000 Penalty: 5127.853516
	Iteration 31Q: 3 clusters Score -4534258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4534263.500000 Penalty: 5127.853516
	Iteration 32Q: 3 clusters Score -4534264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4534268.500000 Penalty: 5127.853516
	Iteration 33Q: 3 clusters Score -4534268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4534271.000000 Penalty: 5127.853516
	Iteration 34Q: 3 clusters Score -4534271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4534277.000000 Penalty: 5127.853516
	Iteration 35Q: 3 clusters Score -4534277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4534285.500000 Penalty: 5127.853516
	Iteration 36Q: 3 clusters Score -4534286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4534282.000000 Penalty: 5127.853516
	Iteration 37Q: 3 clusters Score -4534282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4534282.500000 Penalty: 5127.853516
	Iteration 38Q: 3 clusters Score -4534282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -4534283.000000 Penalty: 5127.853516
	Iteration 39Q: 3 clusters Score -4534283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -4534287.000000 Penalty: 5127.853516
	Iteration 40F: 3 clusters Score -4534287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4534284.000000 Penalty: 5127.853516
	Iteration 41Q: 3 clusters Score -4534284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4534282.500000 Penalty: 5127.853516
	Iteration 42Q: 3 clusters Score -4534282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4534283.500000 Penalty: 5127.853516
	Iteration 43Q: 3 clusters Score -4534284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -4534283.500000 Penalty: 5127.853516
	Iteration 44F: 3 clusters Score -4534284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (99651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Entering Unmasked Estep 
Score: -14951883.000000 Penalty: 2854.338379
	Iteration 0F: 2 clusters Score -1.495188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -14885619.000000 Penalty: 5708.676758
	Iteration 0F: 3 clusters Score -1.488562e+07 nChanged 47296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -14912459.000000 Penalty: 5708.676758
	Iteration 1F: 3 clusters Score -1.491246e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -14913515.000000 Penalty: 5708.676758
	Iteration 2Q: 3 clusters Score -1.491352e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -14914914.000000 Penalty: 5708.676758
	Iteration 3Q: 3 clusters Score -1.491491e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -14916861.000000 Penalty: 5708.676758
	Iteration 4Q: 3 clusters Score -1.491686e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -14919984.000000 Penalty: 5708.676758
	Iteration 5F: 3 clusters Score -1.491998e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -14924443.000000 Penalty: 5708.676758
	Iteration 6F: 3 clusters Score -1.492444e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -14930193.000000 Penalty: 5708.676758
	Iteration 7F: 3 clusters Score -1.493019e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -14936565.000000 Penalty: 5708.676758
	Iteration 8F: 3 clusters Score -1.493656e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -14942198.000000 Penalty: 5708.676758
	Iteration 9F: 3 clusters Score -1.49422e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14946033.000000 Penalty: 5708.676758
	Iteration 10Q: 3 clusters Score -1.494603e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14947843.000000 Penalty: 5708.676758
	Iteration 11Q: 3 clusters Score -1.494784e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -14948666.000000 Penalty: 5708.676758
	Iteration 12Q: 3 clusters Score -1.494867e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -14948981.000000 Penalty: 5708.676758
	Iteration 13Q: 3 clusters Score -1.494898e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14949128.000000 Penalty: 5708.676758
	Iteration 14Q: 3 clusters Score -1.494913e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14949238.000000 Penalty: 5708.676758
	Iteration 15Q: 3 clusters Score -1.494924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14949296.000000 Penalty: 5708.676758
	Iteration 16Q: 3 clusters Score -1.49493e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14949321.000000 Penalty: 5708.676758
	Iteration 17Q: 3 clusters Score -1.494932e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99257 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14949352.000000 Penalty: 5708.676758
	Iteration 18Q: 3 clusters Score -1.494935e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99275 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -14949365.000000 Penalty: 5708.676758
	Iteration 19Q: 3 clusters Score -1.494936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99288 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14949383.000000 Penalty: 5708.676758
	Iteration 20F: 3 clusters Score -1.494938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14949407.000000 Penalty: 5708.676758
	Iteration 21Q: 3 clusters Score -1.494941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14949404.000000 Penalty: 5708.676758
	Iteration 22Q: 3 clusters Score -1.49494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14949408.000000 Penalty: 5708.676758
	Iteration 23Q: 3 clusters Score -1.494941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14949429.000000 Penalty: 5708.676758
	Iteration 24Q: 3 clusters Score -1.494943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14949423.000000 Penalty: 5708.676758
	Iteration 25Q: 3 clusters Score -1.494942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14949413.000000 Penalty: 5708.676758
	Iteration 26Q: 3 clusters Score -1.494941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14949418.000000 Penalty: 5708.676758
	Iteration 27Q: 3 clusters Score -1.494942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14949428.000000 Penalty: 5708.676758
	Iteration 28Q: 3 clusters Score -1.494943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14949432.000000 Penalty: 5708.676758
	Iteration 29Q: 3 clusters Score -1.494943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14949432.000000 Penalty: 5708.676758
	Iteration 30F: 3 clusters Score -1.494943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -302524.156250 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -302524.2 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 1140 members 
Entering Unmasked Estep 
Score: -299799.937500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -299799.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300648.593750 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -300648.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -301148.781250 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -301148.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301791.625000 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -301791.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -302565.875000 Penalty: 3837.641357
	Iteration 4F: 3 clusters Score -302565.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -303299.906250 Penalty: 3837.641357
	Iteration 5F: 3 clusters Score -303299.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303882.906250 Penalty: 3837.641357
	Iteration 6F: 3 clusters Score -303882.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -304389.718750 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -304389.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -304542.406250 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -304542.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -304634.406250 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -304634.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -304773.500000 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -304773.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -305009.375000 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -305009.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -305304.750000 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -305304.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305668.718750 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -305668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305741.312500 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -305741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305743.750000 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -305743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305743.750000 Penalty: 3837.641357
	Iteration 16F: 3 clusters Score -305743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 1179 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 562 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Mstep: Class 41 contains 10069 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 125968 members 
Mstep: Class 44 contains 1113 members 
Entering Unmasked Estep 
Score: -115019352.000000 Penalty: 148360.000000
Splitting cluster 32 changes total score from -115012664.000000 to -115019352.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 33 (6377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Entering Unmasked Estep 
Score: -922306.687500 Penalty: 2172.592285
	Iteration 0F: 2 clusters Score -922306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -916954.187500 Penalty: 4345.184570
	Iteration 0F: 3 clusters Score -916954.2 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -918458.687500 Penalty: 4345.184570
	Iteration 1F: 3 clusters Score -918458.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -918844.500000 Penalty: 4345.184570
	Iteration 2F: 3 clusters Score -918844.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -919211.500000 Penalty: 4345.184570
	Iteration 3F: 3 clusters Score -919211.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -919623.875000 Penalty: 4345.184570
	Iteration 4F: 3 clusters Score -919623.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -919983.625000 Penalty: 4345.184570
	Iteration 5F: 3 clusters Score -919983.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -920240.875000 Penalty: 4345.184570
	Iteration 6F: 3 clusters Score -920240.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -920458.250000 Penalty: 4345.184570
	Iteration 7Q: 3 clusters Score -920458.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -920599.625000 Penalty: 4345.184570
	Iteration 8Q: 3 clusters Score -920599.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -920693.875000 Penalty: 4345.184570
	Iteration 9Q: 3 clusters Score -920693.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -920752.437500 Penalty: 4345.184570
	Iteration 10Q: 3 clusters Score -920752.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -920791.250000 Penalty: 4345.184570
	Iteration 11Q: 3 clusters Score -920791.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -920829.500000 Penalty: 4345.184570
	Iteration 12Q: 3 clusters Score -920829.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -920853.750000 Penalty: 4345.184570
	Iteration 13Q: 3 clusters Score -920853.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -920866.625000 Penalty: 4345.184570
	Iteration 14Q: 3 clusters Score -920866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -920878.187500 Penalty: 4345.184570
	Iteration 15Q: 3 clusters Score -920878.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -920885.500000 Penalty: 4345.184570
	Iteration 16Q: 3 clusters Score -920885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -920889.250000 Penalty: 4345.184570
	Iteration 17Q: 3 clusters Score -920889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -920893.375000 Penalty: 4345.184570
	Iteration 18Q: 3 clusters Score -920893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -920897.437500 Penalty: 4345.184570
	Iteration 19Q: 3 clusters Score -920897.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -920900.000000 Penalty: 4345.184570
	Iteration 20F: 3 clusters Score -920900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -920898.125000 Penalty: 4345.184570
	Iteration 21Q: 3 clusters Score -920898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -920899.750000 Penalty: 4345.184570
	Iteration 22Q: 3 clusters Score -920899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -920901.687500 Penalty: 4345.184570
	Iteration 23Q: 3 clusters Score -920901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -920901.187500 Penalty: 4345.184570
	Iteration 24Q: 3 clusters Score -920901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -920901.875000 Penalty: 4345.184570
	Iteration 25Q: 3 clusters Score -920901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -920901.875000 Penalty: 4345.184570
	Iteration 26F: 3 clusters Score -920901.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -641307.125000 Penalty: 2085.638184
	Iteration 0F: 2 clusters Score -641307.1 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 2256 members 
Entering Unmasked Estep 
Score: -637157.812500 Penalty: 4171.276367
	Iteration 0F: 3 clusters Score -637157.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -638101.375000 Penalty: 4171.276367
	Iteration 1F: 3 clusters Score -638101.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -638324.562500 Penalty: 4171.276367
	Iteration 2F: 3 clusters Score -638324.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -638441.000000 Penalty: 4171.276367
	Iteration 3F: 3 clusters Score -638441 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -638506.062500 Penalty: 4171.276367
	Iteration 4Q: 3 clusters Score -638506.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -638546.562500 Penalty: 4171.276367
	Iteration 5Q: 3 clusters Score -638546.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638584.625000 Penalty: 4171.276367
	Iteration 6Q: 3 clusters Score -638584.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -638614.500000 Penalty: 4171.276367
	Iteration 7Q: 3 clusters Score -638614.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -638641.187500 Penalty: 4171.276367
	Iteration 8Q: 3 clusters Score -638641.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -638674.250000 Penalty: 4171.276367
	Iteration 9Q: 3 clusters Score -638674.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -638704.375000 Penalty: 4171.276367
	Iteration 10Q: 3 clusters Score -638704.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -638729.437500 Penalty: 4171.276367
	Iteration 11Q: 3 clusters Score -638729.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638752.750000 Penalty: 4171.276367
	Iteration 12Q: 3 clusters Score -638752.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -638774.562500 Penalty: 4171.276367
	Iteration 13Q: 3 clusters Score -638774.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -638785.312500 Penalty: 4171.276367
	Iteration 14Q: 3 clusters Score -638785.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -638795.375000 Penalty: 4171.276367
	Iteration 15Q: 3 clusters Score -638795.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -638805.375000 Penalty: 4171.276367
	Iteration 16Q: 3 clusters Score -638805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -638809.500000 Penalty: 4171.276367
	Iteration 17Q: 3 clusters Score -638809.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -638817.875000 Penalty: 4171.276367
	Iteration 18Q: 3 clusters Score -638817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -638823.187500 Penalty: 4171.276367
	Iteration 19Q: 3 clusters Score -638823.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -638828.750000 Penalty: 4171.276367
	Iteration 20F: 3 clusters Score -638828.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638832.000000 Penalty: 4171.276367
	Iteration 21Q: 3 clusters Score -638832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -638838.437500 Penalty: 4171.276367
	Iteration 22Q: 3 clusters Score -638838.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -638842.687500 Penalty: 4171.276367
	Iteration 23Q: 3 clusters Score -638842.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638844.687500 Penalty: 4171.276367
	Iteration 24Q: 3 clusters Score -638844.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638848.375000 Penalty: 4171.276367
	Iteration 25Q: 3 clusters Score -638848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -638852.312500 Penalty: 4171.276367
	Iteration 26Q: 3 clusters Score -638852.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -638855.125000 Penalty: 4171.276367
	Iteration 27Q: 3 clusters Score -638855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638857.625000 Penalty: 4171.276367
	Iteration 28Q: 3 clusters Score -638857.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638861.812500 Penalty: 4171.276367
	Iteration 29Q: 3 clusters Score -638861.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638867.125000 Penalty: 4171.276367
	Iteration 30Q: 3 clusters Score -638867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638870.312500 Penalty: 4171.276367
	Iteration 31Q: 3 clusters Score -638870.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638872.812500 Penalty: 4171.276367
	Iteration 32Q: 3 clusters Score -638872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638875.562500 Penalty: 4171.276367
	Iteration 33Q: 3 clusters Score -638875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -638876.250000 Penalty: 4171.276367
	Iteration 34Q: 3 clusters Score -638876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -638877.250000 Penalty: 4171.276367
	Iteration 35Q: 3 clusters Score -638877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -638876.312500 Penalty: 4171.276367
	Iteration 36Q: 3 clusters Score -638876.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -638878.312500 Penalty: 4171.276367
	Iteration 37Q: 3 clusters Score -638878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -638878.875000 Penalty: 4171.276367
	Iteration 38Q: 3 clusters Score -638878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -638880.375000 Penalty: 4171.276367
	Iteration 39Q: 3 clusters Score -638880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -638881.187500 Penalty: 4171.276367
	Iteration 40F: 3 clusters Score -638881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -638883.875000 Penalty: 4171.276367
	Iteration 41Q: 3 clusters Score -638883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -638886.750000 Penalty: 4171.276367
	Iteration 42Q: 3 clusters Score -638886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -638888.000000 Penalty: 4171.276367
	Iteration 43Q: 3 clusters Score -638888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -638888.500000 Penalty: 4171.276367
	Iteration 44Q: 3 clusters Score -638888.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -638889.812500 Penalty: 4171.276367
	Iteration 45Q: 3 clusters Score -638889.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -638890.812500 Penalty: 4171.276367
	Iteration 46Q: 3 clusters Score -638890.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -638890.125000 Penalty: 4171.276367
	Iteration 47Q: 3 clusters Score -638890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -638891.062500 Penalty: 4171.276367
	Iteration 48Q: 3 clusters Score -638891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -638891.500000 Penalty: 4171.276367
	Iteration 49Q: 3 clusters Score -638891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -638891.500000 Penalty: 4171.276367
	Iteration 50F: 3 clusters Score -638891.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -62953.843750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -62953.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61626.722656 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -61626.72 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62343.343750 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -62343.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62963.988281 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -62963.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63551.140625 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -63551.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64158.734375 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -64158.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64826.292969 Penalty: 3140.425049
	Iteration 5F: 3 clusters Score -64826.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -65143.117188 Penalty: 3140.425049
	Iteration 6F: 3 clusters Score -65143.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65377.980469 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -65377.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -65579.203125 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -65579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -65687.664062 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -65687.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65759.476562 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -65759.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65759.476562 Penalty: 3140.425049
	Iteration 11F: 3 clusters Score -65759.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 1179 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 421 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 2684 members 
Mstep: Class 40 contains 25085 members 
Mstep: Class 41 contains 10069 members 
Mstep: Class 42 contains 3026 members 
Mstep: Class 43 contains 125968 members 
Mstep: Class 44 contains 1113 members 
Mstep: Class 45 contains 141 members 
Entering Unmasked Estep 
Score: -115020304.000000 Penalty: 151731.828125
Splitting cluster 35 changes total score from -115012664.000000 to -115020304.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 36 (81810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Entering Unmasked Estep 
Score: -12201367.000000 Penalty: 2805.414307
	Iteration 0F: 2 clusters Score -1.220137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -12146686.000000 Penalty: 5610.828613
	Iteration 0F: 3 clusters Score -1.214669e+07 nChanged 38539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -12168606.000000 Penalty: 5610.828613
	Iteration 1F: 3 clusters Score -1.216861e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -12169466.000000 Penalty: 5610.828613
	Iteration 2Q: 3 clusters Score -1.216947e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -12170433.000000 Penalty: 5610.828613
	Iteration 3Q: 3 clusters Score -1.217043e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -12171740.000000 Penalty: 5610.828613
	Iteration 4Q: 3 clusters Score -1.217174e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -12173522.000000 Penalty: 5610.828613
	Iteration 5Q: 3 clusters Score -1.217352e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -12176246.000000 Penalty: 5610.828613
	Iteration 6F: 3 clusters Score -1.217625e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -12180151.000000 Penalty: 5610.828613
	Iteration 7F: 3 clusters Score -1.218015e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -12184968.000000 Penalty: 5610.828613
	Iteration 8F: 3 clusters Score -1.218497e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -12189727.000000 Penalty: 5610.828613
	Iteration 9F: 3 clusters Score -1.218973e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -12193349.000000 Penalty: 5610.828613
	Iteration 10F: 3 clusters Score -1.219335e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 77716 members 
Entering Unmasked Estep 
Score: -12195792.000000 Penalty: 5610.828613
	Iteration 11Q: 3 clusters Score -1.219579e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -12197221.000000 Penalty: 5610.828613
	Iteration 12Q: 3 clusters Score -1.219722e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 80209 members 
Entering Unmasked Estep 
Score: -12197918.000000 Penalty: 5610.828613
	Iteration 13Q: 3 clusters Score -1.219792e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -12198317.000000 Penalty: 5610.828613
	Iteration 14Q: 3 clusters Score -1.219832e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -12198545.000000 Penalty: 5610.828613
	Iteration 15Q: 3 clusters Score -1.219854e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 81065 members 
Entering Unmasked Estep 
Score: -12198679.000000 Penalty: 5610.828613
	Iteration 16Q: 3 clusters Score -1.219868e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 81150 members 
Entering Unmasked Estep 
Score: -12198767.000000 Penalty: 5610.828613
	Iteration 17Q: 3 clusters Score -1.219877e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 81210 members 
Entering Unmasked Estep 
Score: -12198825.000000 Penalty: 5610.828613
	Iteration 18Q: 3 clusters Score -1.219882e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 81244 members 
Entering Unmasked Estep 
Score: -12198873.000000 Penalty: 5610.828613
	Iteration 19Q: 3 clusters Score -1.219887e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 81266 members 
Entering Unmasked Estep 
Score: -12198904.000000 Penalty: 5610.828613
	Iteration 20F: 3 clusters Score -1.21989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -12198927.000000 Penalty: 5610.828613
	Iteration 21Q: 3 clusters Score -1.219893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -12198938.000000 Penalty: 5610.828613
	Iteration 22Q: 3 clusters Score -1.219894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -12198953.000000 Penalty: 5610.828613
	Iteration 23Q: 3 clusters Score -1.219895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -12198952.000000 Penalty: 5610.828613
	Iteration 24Q: 3 clusters Score -1.219895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -12198956.000000 Penalty: 5610.828613
	Iteration 25Q: 3 clusters Score -1.219896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -12198955.000000 Penalty: 5610.828613
	Iteration 26Q: 3 clusters Score -1.219896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -12198963.000000 Penalty: 5610.828613
	Iteration 27Q: 3 clusters Score -1.219896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -12198976.000000 Penalty: 5610.828613
	Iteration 28Q: 3 clusters Score -1.219898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -12198980.000000 Penalty: 5610.828613
	Iteration 29Q: 3 clusters Score -1.219898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -12198960.000000 Penalty: 5610.828613
	Iteration 30Q: 3 clusters Score -1.219896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -12198971.000000 Penalty: 5610.828613
	Iteration 31Q: 3 clusters Score -1.219897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -12198973.000000 Penalty: 5610.828613
	Iteration 32Q: 3 clusters Score -1.219897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -12198967.000000 Penalty: 5610.828613
	Iteration 33Q: 3 clusters Score -1.219897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -12198967.000000 Penalty: 5610.828613
	Iteration 34F: 3 clusters Score -1.219897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -415595.500000 Penalty: 1972.161255
	Iteration 0F: 2 clusters Score -415595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -412442.656250 Penalty: 3944.322510
	Iteration 0F: 3 clusters Score -412442.7 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -413091.656250 Penalty: 3944.322510
	Iteration 1F: 3 clusters Score -413091.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -413301.500000 Penalty: 3944.322510
	Iteration 2F: 3 clusters Score -413301.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -413461.031250 Penalty: 3944.322510
	Iteration 3F: 3 clusters Score -413461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -413624.937500 Penalty: 3944.322510
	Iteration 4F: 3 clusters Score -413624.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -413879.625000 Penalty: 3944.322510
	Iteration 5F: 3 clusters Score -413879.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -414253.406250 Penalty: 3944.322510
	Iteration 6F: 3 clusters Score -414253.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -414666.375000 Penalty: 3944.322510
	Iteration 7F: 3 clusters Score -414666.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -414963.812500 Penalty: 3944.322510
	Iteration 8F: 3 clusters Score -414963.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -415126.750000 Penalty: 3944.322510
	Iteration 9F: 3 clusters Score -415126.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -415200.531250 Penalty: 3944.322510
	Iteration 10Q: 3 clusters Score -415200.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -415260.531250 Penalty: 3944.322510
	Iteration 11Q: 3 clusters Score -415260.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -415295.343750 Penalty: 3944.322510
	Iteration 12Q: 3 clusters Score -415295.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -415312.343750 Penalty: 3944.322510
	Iteration 13Q: 3 clusters Score -415312.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -415324.156250 Penalty: 3944.322510
	Iteration 14Q: 3 clusters Score -415324.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -415335.281250 Penalty: 3944.322510
	Iteration 15Q: 3 clusters Score -415335.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -415341.750000 Penalty: 3944.322510
	Iteration 16Q: 3 clusters Score -415341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -415348.562500 Penalty: 3944.322510
	Iteration 17Q: 3 clusters Score -415348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -415354.218750 Penalty: 3944.322510
	Iteration 18Q: 3 clusters Score -415354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -415359.343750 Penalty: 3944.322510
	Iteration 19Q: 3 clusters Score -415359.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -415362.031250 Penalty: 3944.322510
	Iteration 20F: 3 clusters Score -415362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -415363.187500 Penalty: 3944.322510
	Iteration 21Q: 3 clusters Score -415363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -415363.968750 Penalty: 3944.322510
	Iteration 22Q: 3 clusters Score -415364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -415365.593750 Penalty: 3944.322510
	Iteration 23Q: 3 clusters Score -415365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -415366.968750 Penalty: 3944.322510
	Iteration 24Q: 3 clusters Score -415367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -415368.968750 Penalty: 3944.322510
	Iteration 25Q: 3 clusters Score -415369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -415370.125000 Penalty: 3944.322510
	Iteration 26Q: 3 clusters Score -415370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -415372.500000 Penalty: 3944.322510
	Iteration 27Q: 3 clusters Score -415372.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -415376.000000 Penalty: 3944.322510
	Iteration 28Q: 3 clusters Score -415376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -415379.187500 Penalty: 3944.322510
	Iteration 29Q: 3 clusters Score -415379.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -415380.125000 Penalty: 3944.322510
	Iteration 30Q: 3 clusters Score -415380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -415381.562500 Penalty: 3944.322510
	Iteration 31Q: 3 clusters Score -415381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415381.687500 Penalty: 3944.322510
	Iteration 32Q: 3 clusters Score -415381.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -415381.875000 Penalty: 3944.322510
	Iteration 33Q: 3 clusters Score -415381.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -415382.687500 Penalty: 3944.322510
	Iteration 34Q: 3 clusters Score -415382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -415384.031250 Penalty: 3944.322510
	Iteration 35Q: 3 clusters Score -415384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -415384.843750 Penalty: 3944.322510
	Iteration 36Q: 3 clusters Score -415384.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -415385.781250 Penalty: 3944.322510
	Iteration 37Q: 3 clusters Score -415385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -415385.625000 Penalty: 3944.322510
	Iteration 38Q: 3 clusters Score -415385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415385.500000 Penalty: 3944.322510
	Iteration 39Q: 3 clusters Score -415385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -415385.500000 Penalty: 3944.322510
	Iteration 40F: 3 clusters Score -415385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -628189.250000 Penalty: 2112.858398
	Iteration 0F: 2 clusters Score -628189.2 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 2527 members 
Entering Unmasked Estep 
Score: -623792.750000 Penalty: 4225.716797
	Iteration 0F: 3 clusters Score -623792.8 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -625352.312500 Penalty: 4225.716797
	Iteration 1F: 3 clusters Score -625352.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -626040.625000 Penalty: 4225.716797
	Iteration 2F: 3 clusters Score -626040.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -626607.875000 Penalty: 4225.716797
	Iteration 3F: 3 clusters Score -626607.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -627006.437500 Penalty: 4225.716797
	Iteration 4F: 3 clusters Score -627006.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -627193.250000 Penalty: 4225.716797
	Iteration 5Q: 3 clusters Score -627193.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -627294.625000 Penalty: 4225.716797
	Iteration 6Q: 3 clusters Score -627294.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -627361.312500 Penalty: 4225.716797
	Iteration 7Q: 3 clusters Score -627361.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -627403.625000 Penalty: 4225.716797
	Iteration 8Q: 3 clusters Score -627403.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -627450.187500 Penalty: 4225.716797
	Iteration 9Q: 3 clusters Score -627450.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -627474.875000 Penalty: 4225.716797
	Iteration 10Q: 3 clusters Score -627474.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -627495.500000 Penalty: 4225.716797
	Iteration 11Q: 3 clusters Score -627495.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -627511.312500 Penalty: 4225.716797
	Iteration 12Q: 3 clusters Score -627511.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -627519.437500 Penalty: 4225.716797
	Iteration 13Q: 3 clusters Score -627519.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -627526.625000 Penalty: 4225.716797
	Iteration 14Q: 3 clusters Score -627526.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -627537.937500 Penalty: 4225.716797
	Iteration 15Q: 3 clusters Score -627537.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -627544.687500 Penalty: 4225.716797
	Iteration 16Q: 3 clusters Score -627544.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -627547.750000 Penalty: 4225.716797
	Iteration 17Q: 3 clusters Score -627547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -627552.625000 Penalty: 4225.716797
	Iteration 18Q: 3 clusters Score -627552.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -627560.062500 Penalty: 4225.716797
	Iteration 19Q: 3 clusters Score -627560.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -627567.687500 Penalty: 4225.716797
	Iteration 20F: 3 clusters Score -627567.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -627575.750000 Penalty: 4225.716797
	Iteration 21Q: 3 clusters Score -627575.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -627583.812500 Penalty: 4225.716797
	Iteration 22Q: 3 clusters Score -627583.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -627591.187500 Penalty: 4225.716797
	Iteration 23Q: 3 clusters Score -627591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -627594.750000 Penalty: 4225.716797
	Iteration 24Q: 3 clusters Score -627594.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -627598.625000 Penalty: 4225.716797
	Iteration 25Q: 3 clusters Score -627598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -627599.375000 Penalty: 4225.716797
	Iteration 26Q: 3 clusters Score -627599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -627601.312500 Penalty: 4225.716797
	Iteration 27Q: 3 clusters Score -627601.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -627601.937500 Penalty: 4225.716797
	Iteration 28Q: 3 clusters Score -627601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -627603.000000 Penalty: 4225.716797
	Iteration 29Q: 3 clusters Score -627603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -627604.062500 Penalty: 4225.716797
	Iteration 30Q: 3 clusters Score -627604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -627604.625000 Penalty: 4225.716797
	Iteration 31Q: 3 clusters Score -627604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -627604.937500 Penalty: 4225.716797
	Iteration 32Q: 3 clusters Score -627604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -627607.000000 Penalty: 4225.716797
	Iteration 33Q: 3 clusters Score -627607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -627606.875000 Penalty: 4225.716797
	Iteration 34Q: 3 clusters Score -627606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -627606.687500 Penalty: 4225.716797
	Iteration 35Q: 3 clusters Score -627606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -627608.312500 Penalty: 4225.716797
	Iteration 36Q: 3 clusters Score -627608.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -627607.500000 Penalty: 4225.716797
	Iteration 37Q: 3 clusters Score -627607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -627609.187500 Penalty: 4225.716797
	Iteration 38Q: 3 clusters Score -627609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -627609.375000 Penalty: 4225.716797
	Iteration 39Q: 3 clusters Score -627609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -627610.687500 Penalty: 4225.716797
	Iteration 40F: 3 clusters Score -627610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -627611.000000 Penalty: 4225.716797
	Iteration 41Q: 3 clusters Score -627611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -627611.000000 Penalty: 4225.716797
	Iteration 42F: 3 clusters Score -627611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 37002 members 
Mstep: Class 6 contains 39717 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 17635 members 
Mstep: Class 9 contains 10437 members 
Mstep: Class 10 contains 13634 members 
Mstep: Class 11 contains 11205 members 
Mstep: Class 12 contains 32267 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 68083 members 
Mstep: Class 16 contains 10695 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8709 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 21600 members 
Mstep: Class 25 contains 1740 members 
Mstep: Class 26 contains 8397 members 
Mstep: Class 27 contains 2457 members 
Mstep: Class 28 contains 6223 members 
Mstep: Class 29 contains 6778 members 
Mstep: Class 30 contains 30897 members 
Mstep: Class 31 contains 99651 members 
Mstep: Class 32 contains 1179 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 4491 members 
Mstep: Class 35 contains 421 members 
Mstep: Class 36 contains 81810 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 5012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115025144.000000 Penalty: 151731.828125
Iteration 79Q: 46 clusters Score -1.150251e+08 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5798 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 6067 members 
Mstep: Class 5 contains 36978 members 
Mstep: Class 6 contains 39696 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 17733 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 13641 members 
Mstep: Class 11 contains 11186 members 
Mstep: Class 12 contains 32292 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 15 contains 68233 members 
Mstep: Class 16 contains 10880 members 
Mstep: Class 17 contains 8882 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 11042 members 
Mstep: Class 21 contains 6608 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 21543 members 
Mstep: Class 25 contains 2230 members 
Mstep: Class 26 contains 8758 members 
Mstep: Class 27 contains 2445 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 7432 members 
Mstep: Class 30 contains 30989 members 
Mstep: Class 31 contains 99604 members 
Mstep: Class 32 contains 1176 members 
Mstep: Class 33 contains 6379 members 
Mstep: Class 34 contains 4530 members 
Mstep: Class 35 contains 520 members 
Mstep: Class 36 contains 81837 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5014 members 
Mstep: Class 39 contains 2735 members 
Mstep: Class 40 contains 24049 members 
Mstep: Class 41 contains 9856 members 
Mstep: Class 42 contains 3002 members 
Mstep: Class 43 contains 124769 members 
Mstep: Class 44 contains 1093 members 
Mstep: Class 45 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115028960.000000 Penalty: 151731.828125
Iteration 80F: 46 clusters Score -1.15029e+08 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 5797 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 36665 members 
Mstep: Class 6 contains 39347 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 32265 members 
Mstep: Class 13 contains 498 members 
Mstep: Class 14 contains 15984 members 
Mstep: Class 15 contains 67512 members 
Mstep: Class 16 contains 10963 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 8554 members 
Mstep: Class 20 contains 11038 members 
Mstep: Class 21 contains 6555 members 
Mstep: Class 22 contains 8474 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 21284 members 
Mstep: Class 25 contains 2492 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 2451 members 
Mstep: Class 28 contains 6257 members 
Mstep: Class 29 contains 7914 members 
Mstep: Class 30 contains 30987 members 
Mstep: Class 31 contains 99550 members 
Mstep: Class 32 contains 1172 members 
Mstep: Class 33 contains 6335 members 
Mstep: Class 34 contains 4542 members 
Mstep: Class 35 contains 588 members 
Mstep: Class 36 contains 81679 members 
Mstep: Class 37 contains 2826 members 
Mstep: Class 38 contains 4971 members 
Mstep: Class 39 contains 2775 members 
Mstep: Class 40 contains 24224 members 
Mstep: Class 41 contains 10143 members 
Mstep: Class 42 contains 3237 members 
Mstep: Class 43 contains 125540 members 
Mstep: Class 44 contains 1088 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031696.000000 Penalty: 151731.828125
Iteration 81Q: 46 clusters Score -1.150317e+08 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 5789 members 
Mstep: Class 3 contains 16310 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 36428 members 
Mstep: Class 6 contains 39022 members 
Mstep: Class 7 contains 12354 members 
Mstep: Class 8 contains 17710 members 
Mstep: Class 9 contains 11025 members 
Mstep: Class 10 contains 13649 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 32261 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 16031 members 
Mstep: Class 15 contains 67017 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 8545 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 8512 members 
Mstep: Class 20 contains 11027 members 
Mstep: Class 21 contains 6525 members 
Mstep: Class 22 contains 8485 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 21049 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 8811 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 8416 members 
Mstep: Class 30 contains 30991 members 
Mstep: Class 31 contains 99502 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6315 members 
Mstep: Class 34 contains 4562 members 
Mstep: Class 35 contains 623 members 
Mstep: Class 36 contains 81556 members 
Mstep: Class 37 contains 2832 members 
Mstep: Class 38 contains 4959 members 
Mstep: Class 39 contains 2819 members 
Mstep: Class 40 contains 24291 members 
Mstep: Class 41 contains 10328 members 
Mstep: Class 42 contains 3333 members 
Mstep: Class 43 contains 125918 members 
Mstep: Class 44 contains 1081 members 
Mstep: Class 45 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032696.000000 Penalty: 151731.828125
Iteration 82Q: 46 clusters Score -1.150327e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 5784 members 
Mstep: Class 3 contains 16310 members 
Mstep: Class 4 contains 6061 members 
Mstep: Class 5 contains 36302 members 
Mstep: Class 6 contains 38716 members 
Mstep: Class 7 contains 12322 members 
Mstep: Class 8 contains 17789 members 
Mstep: Class 9 contains 11240 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 32269 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 16087 members 
Mstep: Class 15 contains 66591 members 
Mstep: Class 16 contains 11019 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8523 members 
Mstep: Class 20 contains 11016 members 
Mstep: Class 21 contains 6500 members 
Mstep: Class 22 contains 8488 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 20836 members 
Mstep: Class 25 contains 2727 members 
Mstep: Class 26 contains 8856 members 
Mstep: Class 27 contains 2467 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 8912 members 
Mstep: Class 30 contains 30987 members 
Mstep: Class 31 contains 99472 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6309 members 
Mstep: Class 34 contains 4586 members 
Mstep: Class 35 contains 641 members 
Mstep: Class 36 contains 81449 members 
Mstep: Class 37 contains 2834 members 
Mstep: Class 38 contains 4955 members 
Mstep: Class 39 contains 2854 members 
Mstep: Class 40 contains 24310 members 
Mstep: Class 41 contains 10451 members 
Mstep: Class 42 contains 3377 members 
Mstep: Class 43 contains 126104 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032832.000000 Penalty: 151731.828125
Iteration 83Q: 46 clusters Score -1.150328e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 5778 members 
Mstep: Class 3 contains 16310 members 
Mstep: Class 4 contains 6105 members 
Mstep: Class 5 contains 36219 members 
Mstep: Class 6 contains 38417 members 
Mstep: Class 7 contains 12300 members 
Mstep: Class 8 contains 17904 members 
Mstep: Class 9 contains 11475 members 
Mstep: Class 10 contains 13654 members 
Mstep: Class 11 contains 11056 members 
Mstep: Class 12 contains 32266 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16120 members 
Mstep: Class 15 contains 66176 members 
Mstep: Class 16 contains 11040 members 
Mstep: Class 17 contains 8335 members 
Mstep: Class 18 contains 982 members 
Mstep: Class 19 contains 8510 members 
Mstep: Class 20 contains 11005 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 8486 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 20670 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 8916 members 
Mstep: Class 27 contains 2468 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 9369 members 
Mstep: Class 30 contains 30989 members 
Mstep: Class 31 contains 99431 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6307 members 
Mstep: Class 34 contains 4613 members 
Mstep: Class 35 contains 650 members 
Mstep: Class 36 contains 81396 members 
Mstep: Class 37 contains 2835 members 
Mstep: Class 38 contains 4951 members 
Mstep: Class 39 contains 2880 members 
Mstep: Class 40 contains 24266 members 
Mstep: Class 41 contains 10548 members 
Mstep: Class 42 contains 3404 members 
Mstep: Class 43 contains 126190 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033312.000000 Penalty: 151731.828125
Iteration 84Q: 46 clusters Score -1.150333e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 5777 members 
Mstep: Class 3 contains 16304 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 36114 members 
Mstep: Class 6 contains 38106 members 
Mstep: Class 7 contains 12280 members 
Mstep: Class 8 contains 18013 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 11021 members 
Mstep: Class 12 contains 32253 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16156 members 
Mstep: Class 15 contains 65754 members 
Mstep: Class 16 contains 11059 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 984 members 
Mstep: Class 19 contains 8508 members 
Mstep: Class 20 contains 10993 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 8492 members 
Mstep: Class 23 contains 2714 members 
Mstep: Class 24 contains 20564 members 
Mstep: Class 25 contains 2895 members 
Mstep: Class 26 contains 8988 members 
Mstep: Class 27 contains 2477 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 9843 members 
Mstep: Class 30 contains 30988 members 
Mstep: Class 31 contains 99423 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6305 members 
Mstep: Class 34 contains 4643 members 
Mstep: Class 35 contains 653 members 
Mstep: Class 36 contains 81353 members 
Mstep: Class 37 contains 2837 members 
Mstep: Class 38 contains 4945 members 
Mstep: Class 39 contains 2907 members 
Mstep: Class 40 contains 24227 members 
Mstep: Class 41 contains 10618 members 
Mstep: Class 42 contains 3415 members 
Mstep: Class 43 contains 126207 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033800.000000 Penalty: 151731.828125
Iteration 85Q: 46 clusters Score -1.150338e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 6189 members 
Mstep: Class 5 contains 36016 members 
Mstep: Class 6 contains 37792 members 
Mstep: Class 7 contains 12260 members 
Mstep: Class 8 contains 18107 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 10992 members 
Mstep: Class 12 contains 32256 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16191 members 
Mstep: Class 15 contains 65365 members 
Mstep: Class 16 contains 11067 members 
Mstep: Class 17 contains 8197 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 8497 members 
Mstep: Class 20 contains 10988 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 8496 members 
Mstep: Class 23 contains 2717 members 
Mstep: Class 24 contains 20478 members 
Mstep: Class 25 contains 2991 members 
Mstep: Class 26 contains 9044 members 
Mstep: Class 27 contains 2477 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 10300 members 
Mstep: Class 30 contains 30991 members 
Mstep: Class 31 contains 99408 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6303 members 
Mstep: Class 34 contains 4666 members 
Mstep: Class 35 contains 655 members 
Mstep: Class 36 contains 81322 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 4947 members 
Mstep: Class 39 contains 2918 members 
Mstep: Class 40 contains 24185 members 
Mstep: Class 41 contains 10692 members 
Mstep: Class 42 contains 3431 members 
Mstep: Class 43 contains 126198 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034088.000000 Penalty: 151731.828125
Iteration 86Q: 46 clusters Score -1.150341e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 5773 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 6219 members 
Mstep: Class 5 contains 35972 members 
Mstep: Class 6 contains 37500 members 
Mstep: Class 7 contains 12251 members 
Mstep: Class 8 contains 18175 members 
Mstep: Class 9 contains 12167 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 10950 members 
Mstep: Class 12 contains 32264 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16237 members 
Mstep: Class 15 contains 64988 members 
Mstep: Class 16 contains 11080 members 
Mstep: Class 17 contains 8155 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 10980 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 20380 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 9086 members 
Mstep: Class 27 contains 2478 members 
Mstep: Class 28 contains 6267 members 
Mstep: Class 29 contains 10690 members 
Mstep: Class 30 contains 30997 members 
Mstep: Class 31 contains 99395 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6301 members 
Mstep: Class 34 contains 4679 members 
Mstep: Class 35 contains 659 members 
Mstep: Class 36 contains 81315 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 4949 members 
Mstep: Class 39 contains 2926 members 
Mstep: Class 40 contains 24174 members 
Mstep: Class 41 contains 10748 members 
Mstep: Class 42 contains 3441 members 
Mstep: Class 43 contains 126179 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034560.000000 Penalty: 151731.828125
Iteration 87Q: 46 clusters Score -1.150346e+08 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 5771 members 
Mstep: Class 3 contains 16301 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 35953 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 12245 members 
Mstep: Class 8 contains 18252 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 10925 members 
Mstep: Class 12 contains 32262 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16275 members 
Mstep: Class 15 contains 64607 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 8118 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 10969 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 8502 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 20291 members 
Mstep: Class 25 contains 3107 members 
Mstep: Class 26 contains 9108 members 
Mstep: Class 27 contains 2480 members 
Mstep: Class 28 contains 6266 members 
Mstep: Class 29 contains 11074 members 
Mstep: Class 30 contains 30984 members 
Mstep: Class 31 contains 99377 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6301 members 
Mstep: Class 34 contains 4700 members 
Mstep: Class 35 contains 661 members 
Mstep: Class 36 contains 81293 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 4954 members 
Mstep: Class 39 contains 2942 members 
Mstep: Class 40 contains 24145 members 
Mstep: Class 41 contains 10789 members 
Mstep: Class 42 contains 3450 members 
Mstep: Class 43 contains 126183 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034856.000000 Penalty: 151731.828125
Iteration 88Q: 46 clusters Score -1.150349e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5769 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 6298 members 
Mstep: Class 5 contains 35919 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 12234 members 
Mstep: Class 8 contains 18342 members 
Mstep: Class 9 contains 12560 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 10894 members 
Mstep: Class 12 contains 32260 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 64292 members 
Mstep: Class 16 contains 11128 members 
Mstep: Class 17 contains 8087 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 10959 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 8509 members 
Mstep: Class 23 contains 2712 members 
Mstep: Class 24 contains 20232 members 
Mstep: Class 25 contains 3147 members 
Mstep: Class 26 contains 9126 members 
Mstep: Class 27 contains 2482 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 11446 members 
Mstep: Class 30 contains 30973 members 
Mstep: Class 31 contains 99349 members 
Mstep: Class 32 contains 1170 members 
Mstep: Class 33 contains 6299 members 
Mstep: Class 34 contains 4716 members 
Mstep: Class 35 contains 663 members 
Mstep: Class 36 contains 81291 members 
Mstep: Class 37 contains 2839 members 
Mstep: Class 38 contains 4962 members 
Mstep: Class 39 contains 2953 members 
Mstep: Class 40 contains 24143 members 
Mstep: Class 41 contains 10827 members 
Mstep: Class 42 contains 3459 members 
Mstep: Class 43 contains 126131 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034984.000000 Penalty: 151731.828125
Iteration 89Q: 46 clusters Score -1.15035e+08 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5768 members 
Mstep: Class 3 contains 16294 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 35894 members 
Mstep: Class 6 contains 36739 members 
Mstep: Class 7 contains 12221 members 
Mstep: Class 8 contains 18432 members 
Mstep: Class 9 contains 12761 members 
Mstep: Class 10 contains 13672 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 32245 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 64035 members 
Mstep: Class 16 contains 11144 members 
Mstep: Class 17 contains 8051 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 8515 members 
Mstep: Class 20 contains 10950 members 
Mstep: Class 21 contains 6445 members 
Mstep: Class 22 contains 8510 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 20186 members 
Mstep: Class 25 contains 3187 members 
Mstep: Class 26 contains 9148 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 11822 members 
Mstep: Class 30 contains 30975 members 
Mstep: Class 31 contains 99308 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6299 members 
Mstep: Class 34 contains 4734 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 81300 members 
Mstep: Class 37 contains 2840 members 
Mstep: Class 38 contains 4958 members 
Mstep: Class 39 contains 2960 members 
Mstep: Class 40 contains 24112 members 
Mstep: Class 41 contains 10850 members 
Mstep: Class 42 contains 3465 members 
Mstep: Class 43 contains 126027 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035304.000000 Penalty: 151731.828125
Iteration 90Q: 46 clusters Score -1.150353e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5768 members 
Mstep: Class 3 contains 16294 members 
Mstep: Class 4 contains 6365 members 
Mstep: Class 5 contains 35900 members 
Mstep: Class 6 contains 36523 members 
Mstep: Class 7 contains 12215 members 
Mstep: Class 8 contains 18523 members 
Mstep: Class 9 contains 12938 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 32220 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 63782 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 8022 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 10944 members 
Mstep: Class 21 contains 6443 members 
Mstep: Class 22 contains 8512 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 20132 members 
Mstep: Class 25 contains 3216 members 
Mstep: Class 26 contains 9152 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 6253 members 
Mstep: Class 29 contains 12193 members 
Mstep: Class 30 contains 30975 members 
Mstep: Class 31 contains 99268 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6299 members 
Mstep: Class 34 contains 4746 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 81299 members 
Mstep: Class 37 contains 2840 members 
Mstep: Class 38 contains 4964 members 
Mstep: Class 39 contains 2966 members 
Mstep: Class 40 contains 24083 members 
Mstep: Class 41 contains 10877 members 
Mstep: Class 42 contains 3468 members 
Mstep: Class 43 contains 125916 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035688.000000 Penalty: 151731.828125
Iteration 91Q: 46 clusters Score -1.150357e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 5768 members 
Mstep: Class 3 contains 16296 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 35897 members 
Mstep: Class 6 contains 36316 members 
Mstep: Class 7 contains 12214 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 13123 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 32212 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16369 members 
Mstep: Class 15 contains 63500 members 
Mstep: Class 16 contains 11172 members 
Mstep: Class 17 contains 7998 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 20 contains 10938 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 8514 members 
Mstep: Class 23 contains 2720 members 
Mstep: Class 24 contains 20087 members 
Mstep: Class 25 contains 3243 members 
Mstep: Class 26 contains 9153 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 6248 members 
Mstep: Class 29 contains 12538 members 
Mstep: Class 30 contains 30965 members 
Mstep: Class 31 contains 99237 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6299 members 
Mstep: Class 34 contains 4756 members 
Mstep: Class 35 contains 664 members 
Mstep: Class 36 contains 81300 members 
Mstep: Class 37 contains 2841 members 
Mstep: Class 38 contains 4973 members 
Mstep: Class 39 contains 2972 members 
Mstep: Class 40 contains 24061 members 
Mstep: Class 41 contains 10900 members 
Mstep: Class 42 contains 3471 members 
Mstep: Class 43 contains 125812 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035864.000000 Penalty: 151731.828125
Iteration 92Q: 46 clusters Score -1.150359e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5765 members 
Mstep: Class 3 contains 16295 members 
Mstep: Class 4 contains 6441 members 
Mstep: Class 5 contains 35885 members 
Mstep: Class 6 contains 36103 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 18716 members 
Mstep: Class 9 contains 13303 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 10768 members 
Mstep: Class 12 contains 32200 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16372 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 11192 members 
Mstep: Class 17 contains 7963 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8562 members 
Mstep: Class 20 contains 10929 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 8516 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 20054 members 
Mstep: Class 25 contains 3266 members 
Mstep: Class 26 contains 9157 members 
Mstep: Class 27 contains 2484 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 12900 members 
Mstep: Class 30 contains 30962 members 
Mstep: Class 31 contains 99193 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6298 members 
Mstep: Class 34 contains 4775 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81312 members 
Mstep: Class 37 contains 2842 members 
Mstep: Class 38 contains 4980 members 
Mstep: Class 39 contains 2978 members 
Mstep: Class 40 contains 24057 members 
Mstep: Class 41 contains 10910 members 
Mstep: Class 42 contains 3473 members 
Mstep: Class 43 contains 125696 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036088.000000 Penalty: 151731.828125
Iteration 93Q: 46 clusters Score -1.150361e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 5765 members 
Mstep: Class 3 contains 16298 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 5 contains 35889 members 
Mstep: Class 6 contains 35910 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 18812 members 
Mstep: Class 9 contains 13501 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 10736 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16372 members 
Mstep: Class 15 contains 62987 members 
Mstep: Class 16 contains 11206 members 
Mstep: Class 17 contains 7924 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 10921 members 
Mstep: Class 21 contains 6430 members 
Mstep: Class 22 contains 8515 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 20024 members 
Mstep: Class 25 contains 3269 members 
Mstep: Class 26 contains 9160 members 
Mstep: Class 27 contains 2485 members 
Mstep: Class 28 contains 6247 members 
Mstep: Class 29 contains 13258 members 
Mstep: Class 30 contains 30970 members 
Mstep: Class 31 contains 99151 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6295 members 
Mstep: Class 34 contains 4797 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81313 members 
Mstep: Class 37 contains 2843 members 
Mstep: Class 38 contains 4985 members 
Mstep: Class 39 contains 2987 members 
Mstep: Class 40 contains 24042 members 
Mstep: Class 41 contains 10917 members 
Mstep: Class 42 contains 3475 members 
Mstep: Class 43 contains 125544 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036128.000000 Penalty: 151731.828125
Iteration 94Q: 46 clusters Score -1.150361e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 16301 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 35897 members 
Mstep: Class 6 contains 35708 members 
Mstep: Class 7 contains 12209 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 13691 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 10689 members 
Mstep: Class 12 contains 32187 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16381 members 
Mstep: Class 15 contains 62754 members 
Mstep: Class 16 contains 11214 members 
Mstep: Class 17 contains 7883 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8592 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 6431 members 
Mstep: Class 22 contains 8517 members 
Mstep: Class 23 contains 2727 members 
Mstep: Class 24 contains 19988 members 
Mstep: Class 25 contains 3278 members 
Mstep: Class 26 contains 9158 members 
Mstep: Class 27 contains 2486 members 
Mstep: Class 28 contains 6245 members 
Mstep: Class 29 contains 13583 members 
Mstep: Class 30 contains 30978 members 
Mstep: Class 31 contains 99112 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6294 members 
Mstep: Class 34 contains 4816 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81309 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 4990 members 
Mstep: Class 39 contains 2995 members 
Mstep: Class 40 contains 24037 members 
Mstep: Class 41 contains 10920 members 
Mstep: Class 42 contains 3478 members 
Mstep: Class 43 contains 125415 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036056.000000 Penalty: 151731.828125
Iteration 95Q: 46 clusters Score -1.150361e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 16303 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 35902 members 
Mstep: Class 6 contains 35507 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 19046 members 
Mstep: Class 9 contains 13861 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 10650 members 
Mstep: Class 12 contains 32178 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 62528 members 
Mstep: Class 16 contains 11223 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 10902 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 8529 members 
Mstep: Class 23 contains 2730 members 
Mstep: Class 24 contains 19950 members 
Mstep: Class 25 contains 3298 members 
Mstep: Class 26 contains 9155 members 
Mstep: Class 27 contains 2487 members 
Mstep: Class 28 contains 6241 members 
Mstep: Class 29 contains 13906 members 
Mstep: Class 30 contains 30985 members 
Mstep: Class 31 contains 99081 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6294 members 
Mstep: Class 34 contains 4833 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81309 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 4987 members 
Mstep: Class 39 contains 2999 members 
Mstep: Class 40 contains 24035 members 
Mstep: Class 41 contains 10925 members 
Mstep: Class 42 contains 3479 members 
Mstep: Class 43 contains 125292 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036376.000000 Penalty: 151731.828125
Iteration 96Q: 46 clusters Score -1.150364e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5766 members 
Mstep: Class 3 contains 16306 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 35915 members 
Mstep: Class 6 contains 35326 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 19134 members 
Mstep: Class 9 contains 14044 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 10612 members 
Mstep: Class 12 contains 32168 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16406 members 
Mstep: Class 15 contains 62333 members 
Mstep: Class 16 contains 11237 members 
Mstep: Class 17 contains 7786 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8607 members 
Mstep: Class 20 contains 10894 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 8529 members 
Mstep: Class 23 contains 2733 members 
Mstep: Class 24 contains 19917 members 
Mstep: Class 25 contains 3305 members 
Mstep: Class 26 contains 9152 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6243 members 
Mstep: Class 29 contains 14182 members 
Mstep: Class 30 contains 30981 members 
Mstep: Class 31 contains 99059 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6294 members 
Mstep: Class 34 contains 4849 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81322 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 4992 members 
Mstep: Class 39 contains 3003 members 
Mstep: Class 40 contains 24039 members 
Mstep: Class 41 contains 10935 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 125168 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036392.000000 Penalty: 151731.828125
Iteration 97Q: 46 clusters Score -1.150364e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 5765 members 
Mstep: Class 3 contains 16316 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 35909 members 
Mstep: Class 6 contains 35132 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 19218 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 10568 members 
Mstep: Class 12 contains 32165 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16422 members 
Mstep: Class 15 contains 62164 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 7725 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 8610 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 2743 members 
Mstep: Class 24 contains 19880 members 
Mstep: Class 25 contains 3326 members 
Mstep: Class 26 contains 9148 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6246 members 
Mstep: Class 29 contains 14440 members 
Mstep: Class 30 contains 30987 members 
Mstep: Class 31 contains 99024 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6293 members 
Mstep: Class 34 contains 4863 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81327 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 4999 members 
Mstep: Class 39 contains 3010 members 
Mstep: Class 40 contains 24044 members 
Mstep: Class 41 contains 10945 members 
Mstep: Class 42 contains 3482 members 
Mstep: Class 43 contains 125068 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036976.000000 Penalty: 151731.828125
Iteration 98Q: 46 clusters Score -1.15037e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 5763 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 6645 members 
Mstep: Class 5 contains 35901 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 19289 members 
Mstep: Class 9 contains 14390 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 10525 members 
Mstep: Class 12 contains 32167 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16433 members 
Mstep: Class 15 contains 61975 members 
Mstep: Class 16 contains 11245 members 
Mstep: Class 17 contains 7687 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 8615 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 8539 members 
Mstep: Class 23 contains 2748 members 
Mstep: Class 24 contains 19851 members 
Mstep: Class 25 contains 3345 members 
Mstep: Class 26 contains 9147 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6255 members 
Mstep: Class 29 contains 14685 members 
Mstep: Class 30 contains 30995 members 
Mstep: Class 31 contains 99002 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6292 members 
Mstep: Class 34 contains 4885 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81325 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 5011 members 
Mstep: Class 39 contains 3015 members 
Mstep: Class 40 contains 24063 members 
Mstep: Class 41 contains 10951 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124917 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037064.000000 Penalty: 151731.828125
Iteration 99Q: 46 clusters Score -1.150371e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 5762 members 
Mstep: Class 3 contains 16321 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 35913 members 
Mstep: Class 6 contains 34808 members 
Mstep: Class 7 contains 12209 members 
Mstep: Class 8 contains 19360 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 32153 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16433 members 
Mstep: Class 15 contains 61836 members 
Mstep: Class 16 contains 11248 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 978 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 6436 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 19823 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 26 contains 9141 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 14919 members 
Mstep: Class 30 contains 30997 members 
Mstep: Class 31 contains 98969 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6288 members 
Mstep: Class 34 contains 4904 members 
Mstep: Class 35 contains 665 members 
Mstep: Class 36 contains 81326 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 5020 members 
Mstep: Class 39 contains 3019 members 
Mstep: Class 40 contains 24070 members 
Mstep: Class 41 contains 10958 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124799 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036992.000000 Penalty: 151731.828125
Iteration 100F: 46 clusters Score -1.15037e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5761 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 6720 members 
Mstep: Class 5 contains 35909 members 
Mstep: Class 6 contains 34665 members 
Mstep: Class 7 contains 12209 members 
Mstep: Class 8 contains 19413 members 
Mstep: Class 9 contains 14733 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 32140 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16436 members 
Mstep: Class 15 contains 61700 members 
Mstep: Class 16 contains 11245 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 975 members 
Mstep: Class 19 contains 8618 members 
Mstep: Class 20 contains 10870 members 
Mstep: Class 21 contains 6438 members 
Mstep: Class 22 contains 8538 members 
Mstep: Class 23 contains 2749 members 
Mstep: Class 24 contains 19796 members 
Mstep: Class 25 contains 3392 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6265 members 
Mstep: Class 29 contains 15167 members 
Mstep: Class 30 contains 30988 members 
Mstep: Class 31 contains 98947 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6287 members 
Mstep: Class 34 contains 4934 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81331 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5012 members 
Mstep: Class 39 contains 3020 members 
Mstep: Class 40 contains 24074 members 
Mstep: Class 41 contains 10962 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124660 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037256.000000 Penalty: 151731.828125
Iteration 101Q: 46 clusters Score -1.150373e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 6755 members 
Mstep: Class 5 contains 35909 members 
Mstep: Class 6 contains 34530 members 
Mstep: Class 7 contains 12208 members 
Mstep: Class 8 contains 19472 members 
Mstep: Class 9 contains 14932 members 
Mstep: Class 10 contains 13708 members 
Mstep: Class 11 contains 10411 members 
Mstep: Class 12 contains 32132 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16439 members 
Mstep: Class 15 contains 61535 members 
Mstep: Class 16 contains 11242 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 10869 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 8537 members 
Mstep: Class 23 contains 2750 members 
Mstep: Class 24 contains 19773 members 
Mstep: Class 25 contains 3421 members 
Mstep: Class 26 contains 9137 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6270 members 
Mstep: Class 29 contains 15373 members 
Mstep: Class 30 contains 30984 members 
Mstep: Class 31 contains 98927 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6287 members 
Mstep: Class 34 contains 4954 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81318 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5013 members 
Mstep: Class 39 contains 3022 members 
Mstep: Class 40 contains 24099 members 
Mstep: Class 41 contains 10972 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124527 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037608.000000 Penalty: 151731.828125
Iteration 102Q: 46 clusters Score -1.150376e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 16312 members 
Mstep: Class 4 contains 6792 members 
Mstep: Class 5 contains 35911 members 
Mstep: Class 6 contains 34395 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 19532 members 
Mstep: Class 9 contains 15137 members 
Mstep: Class 10 contains 13710 members 
Mstep: Class 11 contains 10375 members 
Mstep: Class 12 contains 32114 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16445 members 
Mstep: Class 15 contains 61397 members 
Mstep: Class 16 contains 11241 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 10863 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2755 members 
Mstep: Class 24 contains 19758 members 
Mstep: Class 25 contains 3449 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6281 members 
Mstep: Class 29 contains 15587 members 
Mstep: Class 30 contains 30973 members 
Mstep: Class 31 contains 98902 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6287 members 
Mstep: Class 34 contains 4974 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81312 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5017 members 
Mstep: Class 39 contains 3023 members 
Mstep: Class 40 contains 24095 members 
Mstep: Class 41 contains 10980 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124377 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037824.000000 Penalty: 151731.828125
Iteration 103Q: 46 clusters Score -1.150378e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 35919 members 
Mstep: Class 6 contains 34276 members 
Mstep: Class 7 contains 12204 members 
Mstep: Class 8 contains 19585 members 
Mstep: Class 9 contains 15326 members 
Mstep: Class 10 contains 13709 members 
Mstep: Class 11 contains 10336 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16451 members 
Mstep: Class 15 contains 61273 members 
Mstep: Class 16 contains 11236 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 8626 members 
Mstep: Class 20 contains 10860 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 19733 members 
Mstep: Class 25 contains 3472 members 
Mstep: Class 26 contains 9138 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6292 members 
Mstep: Class 29 contains 15794 members 
Mstep: Class 30 contains 30979 members 
Mstep: Class 31 contains 98880 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 4989 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81303 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5023 members 
Mstep: Class 39 contains 3026 members 
Mstep: Class 40 contains 24095 members 
Mstep: Class 41 contains 10986 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 124218 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038040.000000 Penalty: 151731.828125
Iteration 104Q: 46 clusters Score -1.15038e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 16312 members 
Mstep: Class 4 contains 6873 members 
Mstep: Class 5 contains 35928 members 
Mstep: Class 6 contains 34176 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 19596 members 
Mstep: Class 9 contains 15485 members 
Mstep: Class 10 contains 13704 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 32083 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16462 members 
Mstep: Class 15 contains 61163 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 10855 members 
Mstep: Class 21 contains 6415 members 
Mstep: Class 22 contains 8532 members 
Mstep: Class 23 contains 2763 members 
Mstep: Class 24 contains 19718 members 
Mstep: Class 25 contains 3485 members 
Mstep: Class 26 contains 9141 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6301 members 
Mstep: Class 29 contains 15982 members 
Mstep: Class 30 contains 30981 members 
Mstep: Class 31 contains 98866 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5002 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81299 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 3030 members 
Mstep: Class 40 contains 24106 members 
Mstep: Class 41 contains 10986 members 
Mstep: Class 42 contains 3485 members 
Mstep: Class 43 contains 124083 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037936.000000 Penalty: 151731.828125
Iteration 105Q: 46 clusters Score -1.150379e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 6905 members 
Mstep: Class 5 contains 35927 members 
Mstep: Class 6 contains 34071 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 19622 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 32074 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 15 contains 61041 members 
Mstep: Class 16 contains 11229 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 10854 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 8529 members 
Mstep: Class 23 contains 2765 members 
Mstep: Class 24 contains 19705 members 
Mstep: Class 25 contains 3501 members 
Mstep: Class 26 contains 9138 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6307 members 
Mstep: Class 29 contains 16181 members 
Mstep: Class 30 contains 30981 members 
Mstep: Class 31 contains 98849 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5016 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81305 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5031 members 
Mstep: Class 39 contains 3031 members 
Mstep: Class 40 contains 24126 members 
Mstep: Class 41 contains 10992 members 
Mstep: Class 42 contains 3485 members 
Mstep: Class 43 contains 123904 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037992.000000 Penalty: 151731.828125
Iteration 106Q: 46 clusters Score -1.15038e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 6932 members 
Mstep: Class 5 contains 35926 members 
Mstep: Class 6 contains 33975 members 
Mstep: Class 7 contains 12206 members 
Mstep: Class 8 contains 19648 members 
Mstep: Class 9 contains 15820 members 
Mstep: Class 10 contains 13698 members 
Mstep: Class 11 contains 10232 members 
Mstep: Class 12 contains 32067 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16483 members 
Mstep: Class 15 contains 60953 members 
Mstep: Class 16 contains 11223 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 8647 members 
Mstep: Class 20 contains 10851 members 
Mstep: Class 21 contains 6413 members 
Mstep: Class 22 contains 8526 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 19691 members 
Mstep: Class 25 contains 3512 members 
Mstep: Class 26 contains 9142 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6317 members 
Mstep: Class 29 contains 16366 members 
Mstep: Class 30 contains 30980 members 
Mstep: Class 31 contains 98822 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5028 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81310 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3033 members 
Mstep: Class 40 contains 24140 members 
Mstep: Class 41 contains 11000 members 
Mstep: Class 42 contains 3486 members 
Mstep: Class 43 contains 123739 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037864.000000 Penalty: 151731.828125
Iteration 107Q: 46 clusters Score -1.150379e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 35929 members 
Mstep: Class 6 contains 33871 members 
Mstep: Class 7 contains 12207 members 
Mstep: Class 8 contains 19691 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 10199 members 
Mstep: Class 12 contains 32082 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16495 members 
Mstep: Class 15 contains 60848 members 
Mstep: Class 16 contains 11226 members 
Mstep: Class 17 contains 7326 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 8657 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 8526 members 
Mstep: Class 23 contains 2769 members 
Mstep: Class 24 contains 19679 members 
Mstep: Class 25 contains 3525 members 
Mstep: Class 26 contains 9146 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6322 members 
Mstep: Class 29 contains 16540 members 
Mstep: Class 30 contains 30978 members 
Mstep: Class 31 contains 98794 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5041 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81308 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5053 members 
Mstep: Class 39 contains 3035 members 
Mstep: Class 40 contains 24124 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 3487 members 
Mstep: Class 43 contains 123593 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037792.000000 Penalty: 151731.828125
Iteration 108Q: 46 clusters Score -1.150378e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 16315 members 
Mstep: Class 4 contains 6986 members 
Mstep: Class 5 contains 35939 members 
Mstep: Class 6 contains 33757 members 
Mstep: Class 7 contains 12206 members 
Mstep: Class 8 contains 19745 members 
Mstep: Class 9 contains 16138 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 32083 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16508 members 
Mstep: Class 15 contains 60766 members 
Mstep: Class 16 contains 11218 members 
Mstep: Class 17 contains 7291 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 10843 members 
Mstep: Class 21 contains 6411 members 
Mstep: Class 22 contains 8529 members 
Mstep: Class 23 contains 2777 members 
Mstep: Class 24 contains 19666 members 
Mstep: Class 25 contains 3539 members 
Mstep: Class 26 contains 9143 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6324 members 
Mstep: Class 29 contains 16718 members 
Mstep: Class 30 contains 30973 members 
Mstep: Class 31 contains 98759 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5044 members 
Mstep: Class 35 contains 668 members 
Mstep: Class 36 contains 81310 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 24127 members 
Mstep: Class 41 contains 11017 members 
Mstep: Class 42 contains 3488 members 
Mstep: Class 43 contains 123428 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115037952.000000 Penalty: 151731.828125
Iteration 109Q: 46 clusters Score -1.15038e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5759 members 
Mstep: Class 3 contains 16314 members 
Mstep: Class 4 contains 7009 members 
Mstep: Class 5 contains 35941 members 
Mstep: Class 6 contains 33647 members 
Mstep: Class 7 contains 12206 members 
Mstep: Class 8 contains 19793 members 
Mstep: Class 9 contains 16323 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 32075 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16520 members 
Mstep: Class 15 contains 60665 members 
Mstep: Class 16 contains 11216 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 8666 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 8531 members 
Mstep: Class 23 contains 2784 members 
Mstep: Class 24 contains 19658 members 
Mstep: Class 25 contains 3549 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6330 members 
Mstep: Class 29 contains 16897 members 
Mstep: Class 30 contains 30963 members 
Mstep: Class 31 contains 98746 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5050 members 
Mstep: Class 35 contains 669 members 
Mstep: Class 36 contains 81298 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5061 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 24144 members 
Mstep: Class 41 contains 11023 members 
Mstep: Class 42 contains 3486 members 
Mstep: Class 43 contains 123262 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038088.000000 Penalty: 151731.828125
Iteration 110Q: 46 clusters Score -1.150381e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 5758 members 
Mstep: Class 3 contains 16315 members 
Mstep: Class 4 contains 7025 members 
Mstep: Class 5 contains 35935 members 
Mstep: Class 6 contains 33556 members 
Mstep: Class 7 contains 12206 members 
Mstep: Class 8 contains 19837 members 
Mstep: Class 9 contains 16522 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 10110 members 
Mstep: Class 12 contains 32093 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16527 members 
Mstep: Class 15 contains 60571 members 
Mstep: Class 16 contains 11213 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 19 contains 8665 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 8536 members 
Mstep: Class 23 contains 2792 members 
Mstep: Class 24 contains 19650 members 
Mstep: Class 25 contains 3562 members 
Mstep: Class 26 contains 9137 members 
Mstep: Class 27 contains 2489 members 
Mstep: Class 28 contains 6340 members 
Mstep: Class 29 contains 17076 members 
Mstep: Class 30 contains 30958 members 
Mstep: Class 31 contains 98723 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5058 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 81290 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 24167 members 
Mstep: Class 41 contains 11024 members 
Mstep: Class 42 contains 3485 members 
Mstep: Class 43 contains 123052 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038264.000000 Penalty: 151731.828125
Iteration 111Q: 46 clusters Score -1.150383e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 16313 members 
Mstep: Class 4 contains 7041 members 
Mstep: Class 5 contains 35926 members 
Mstep: Class 6 contains 33452 members 
Mstep: Class 7 contains 12205 members 
Mstep: Class 8 contains 19877 members 
Mstep: Class 9 contains 16712 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 10087 members 
Mstep: Class 12 contains 32106 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16534 members 
Mstep: Class 15 contains 60452 members 
Mstep: Class 16 contains 11198 members 
Mstep: Class 17 contains 7205 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 8673 members 
Mstep: Class 20 contains 10831 members 
Mstep: Class 21 contains 6415 members 
Mstep: Class 22 contains 8535 members 
Mstep: Class 23 contains 2798 members 
Mstep: Class 24 contains 19640 members 
Mstep: Class 25 contains 3561 members 
Mstep: Class 26 contains 9133 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 17265 members 
Mstep: Class 30 contains 30964 members 
Mstep: Class 31 contains 98709 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5071 members 
Mstep: Class 35 contains 672 members 
Mstep: Class 36 contains 81275 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5061 members 
Mstep: Class 39 contains 3037 members 
Mstep: Class 40 contains 24193 members 
Mstep: Class 41 contains 11030 members 
Mstep: Class 42 contains 3483 members 
Mstep: Class 43 contains 122888 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038024.000000 Penalty: 151731.828125
Iteration 112Q: 46 clusters Score -1.15038e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 16312 members 
Mstep: Class 4 contains 7058 members 
Mstep: Class 5 contains 35919 members 
Mstep: Class 6 contains 33345 members 
Mstep: Class 7 contains 12204 members 
Mstep: Class 8 contains 19895 members 
Mstep: Class 9 contains 16916 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 32117 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16537 members 
Mstep: Class 15 contains 60349 members 
Mstep: Class 16 contains 11196 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8674 members 
Mstep: Class 20 contains 10826 members 
Mstep: Class 21 contains 6417 members 
Mstep: Class 22 contains 8537 members 
Mstep: Class 23 contains 2811 members 
Mstep: Class 24 contains 19632 members 
Mstep: Class 25 contains 3560 members 
Mstep: Class 26 contains 9129 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6360 members 
Mstep: Class 29 contains 17456 members 
Mstep: Class 30 contains 30951 members 
Mstep: Class 31 contains 98688 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5089 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 81273 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 3040 members 
Mstep: Class 40 contains 24230 members 
Mstep: Class 41 contains 11036 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 122687 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038032.000000 Penalty: 151731.828125
Iteration 113Q: 46 clusters Score -1.15038e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 16317 members 
Mstep: Class 4 contains 7071 members 
Mstep: Class 5 contains 35906 members 
Mstep: Class 6 contains 33251 members 
Mstep: Class 7 contains 12202 members 
Mstep: Class 8 contains 19929 members 
Mstep: Class 9 contains 17167 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 10034 members 
Mstep: Class 12 contains 32123 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16539 members 
Mstep: Class 15 contains 60254 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 10819 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 8540 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 19627 members 
Mstep: Class 25 contains 3555 members 
Mstep: Class 26 contains 9124 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 17618 members 
Mstep: Class 30 contains 30949 members 
Mstep: Class 31 contains 98677 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5103 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 81277 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5056 members 
Mstep: Class 39 contains 3042 members 
Mstep: Class 40 contains 24278 members 
Mstep: Class 41 contains 11043 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 122430 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038008.000000 Penalty: 151731.828125
Iteration 114Q: 46 clusters Score -1.15038e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5753 members 
Mstep: Class 3 contains 16319 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 35896 members 
Mstep: Class 6 contains 33146 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 19963 members 
Mstep: Class 9 contains 17401 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 10009 members 
Mstep: Class 12 contains 32136 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16551 members 
Mstep: Class 15 contains 60156 members 
Mstep: Class 16 contains 11181 members 
Mstep: Class 17 contains 7132 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 10816 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 8545 members 
Mstep: Class 23 contains 2829 members 
Mstep: Class 24 contains 19624 members 
Mstep: Class 25 contains 3559 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6378 members 
Mstep: Class 29 contains 17798 members 
Mstep: Class 30 contains 30944 members 
Mstep: Class 31 contains 98660 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5110 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 81275 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5053 members 
Mstep: Class 39 contains 3045 members 
Mstep: Class 40 contains 24326 members 
Mstep: Class 41 contains 11049 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 122194 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038352.000000 Penalty: 151731.828125
Iteration 115Q: 46 clusters Score -1.150384e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5752 members 
Mstep: Class 3 contains 16322 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 35871 members 
Mstep: Class 6 contains 33035 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 19996 members 
Mstep: Class 9 contains 17680 members 
Mstep: Class 10 contains 13685 members 
Mstep: Class 11 contains 9981 members 
Mstep: Class 12 contains 32137 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16562 members 
Mstep: Class 15 contains 60090 members 
Mstep: Class 16 contains 11183 members 
Mstep: Class 17 contains 7102 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8678 members 
Mstep: Class 20 contains 10811 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 8545 members 
Mstep: Class 23 contains 2837 members 
Mstep: Class 24 contains 19620 members 
Mstep: Class 25 contains 3563 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6381 members 
Mstep: Class 29 contains 17955 members 
Mstep: Class 30 contains 30937 members 
Mstep: Class 31 contains 98636 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5122 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 81269 members 
Mstep: Class 37 contains 2847 members 
Mstep: Class 38 contains 5048 members 
Mstep: Class 39 contains 3049 members 
Mstep: Class 40 contains 24366 members 
Mstep: Class 41 contains 11054 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121937 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038616.000000 Penalty: 151731.828125
Iteration 116Q: 46 clusters Score -1.150386e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16320 members 
Mstep: Class 4 contains 7101 members 
Mstep: Class 5 contains 35858 members 
Mstep: Class 6 contains 32903 members 
Mstep: Class 7 contains 12201 members 
Mstep: Class 8 contains 20034 members 
Mstep: Class 9 contains 17979 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 9956 members 
Mstep: Class 12 contains 32136 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 60011 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 7085 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8680 members 
Mstep: Class 20 contains 10804 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 8546 members 
Mstep: Class 23 contains 2839 members 
Mstep: Class 24 contains 19618 members 
Mstep: Class 25 contains 3569 members 
Mstep: Class 26 contains 9111 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18103 members 
Mstep: Class 30 contains 30932 members 
Mstep: Class 31 contains 98616 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6286 members 
Mstep: Class 34 contains 5134 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81257 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24422 members 
Mstep: Class 41 contains 11054 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121678 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038776.000000 Penalty: 151731.828125
Iteration 117Q: 46 clusters Score -1.150388e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16323 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 35845 members 
Mstep: Class 6 contains 32787 members 
Mstep: Class 7 contains 12200 members 
Mstep: Class 8 contains 20075 members 
Mstep: Class 9 contains 18280 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 9929 members 
Mstep: Class 12 contains 32139 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 59921 members 
Mstep: Class 16 contains 11177 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8682 members 
Mstep: Class 20 contains 10792 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 8551 members 
Mstep: Class 23 contains 2849 members 
Mstep: Class 24 contains 19611 members 
Mstep: Class 25 contains 3579 members 
Mstep: Class 26 contains 9111 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6387 members 
Mstep: Class 29 contains 18251 members 
Mstep: Class 30 contains 30927 members 
Mstep: Class 31 contains 98607 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6285 members 
Mstep: Class 34 contains 5143 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81229 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24467 members 
Mstep: Class 41 contains 11052 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121438 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115038704.000000 Penalty: 151731.828125
Iteration 118Q: 46 clusters Score -1.150387e+08 nChanged 1193
Entering ConstructFrom: 
Score: -115038704.000000 Penalty: 151731.828125
Entering ConstructFrom: 
Trying to split cluster 1 (9019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Entering Unmasked Estep 
Score: -1333841.625000 Penalty: 2258.558105
	Iteration 0F: 2 clusters Score -1333842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1326772.750000 Penalty: 4517.116211
	Iteration 0F: 3 clusters Score -1326773 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1328833.000000 Penalty: 4517.116211
	Iteration 1F: 3 clusters Score -1328833 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1329186.625000 Penalty: 4517.116211
	Iteration 2F: 3 clusters Score -1329187 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1329503.375000 Penalty: 4517.116211
	Iteration 3F: 3 clusters Score -1329503 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1329822.625000 Penalty: 4517.116211
	Iteration 4F: 3 clusters Score -1329823 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1330156.250000 Penalty: 4517.116211
	Iteration 5F: 3 clusters Score -1330156 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1330478.125000 Penalty: 4517.116211
	Iteration 6F: 3 clusters Score -1330478 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1330796.500000 Penalty: 4517.116211
	Iteration 7Q: 3 clusters Score -1330796 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1331116.625000 Penalty: 4517.116211
	Iteration 8Q: 3 clusters Score -1331117 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1331431.375000 Penalty: 4517.116211
	Iteration 9Q: 3 clusters Score -1331431 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1331736.750000 Penalty: 4517.116211
	Iteration 10Q: 3 clusters Score -1331737 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1331952.375000 Penalty: 4517.116211
	Iteration 11Q: 3 clusters Score -1331952 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1332136.625000 Penalty: 4517.116211
	Iteration 12Q: 3 clusters Score -1332137 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1332285.875000 Penalty: 4517.116211
	Iteration 13Q: 3 clusters Score -1332286 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1332396.875000 Penalty: 4517.116211
	Iteration 14Q: 3 clusters Score -1332397 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1332465.750000 Penalty: 4517.116211
	Iteration 15Q: 3 clusters Score -1332466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1332517.125000 Penalty: 4517.116211
	Iteration 16Q: 3 clusters Score -1332517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1332543.125000 Penalty: 4517.116211
	Iteration 17Q: 3 clusters Score -1332543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1332557.750000 Penalty: 4517.116211
	Iteration 18Q: 3 clusters Score -1332558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1332571.500000 Penalty: 4517.116211
	Iteration 19Q: 3 clusters Score -1332572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1332580.375000 Penalty: 4517.116211
	Iteration 20F: 3 clusters Score -1332580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1332586.500000 Penalty: 4517.116211
	Iteration 21Q: 3 clusters Score -1332586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1332593.375000 Penalty: 4517.116211
	Iteration 22Q: 3 clusters Score -1332593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1332599.250000 Penalty: 4517.116211
	Iteration 23Q: 3 clusters Score -1332599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1332605.000000 Penalty: 4517.116211
	Iteration 24Q: 3 clusters Score -1332605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1332612.250000 Penalty: 4517.116211
	Iteration 25Q: 3 clusters Score -1332612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1332613.375000 Penalty: 4517.116211
	Iteration 26Q: 3 clusters Score -1332613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1332617.375000 Penalty: 4517.116211
	Iteration 27Q: 3 clusters Score -1332617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1332624.250000 Penalty: 4517.116211
	Iteration 28Q: 3 clusters Score -1332624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1332628.875000 Penalty: 4517.116211
	Iteration 29Q: 3 clusters Score -1332629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1332629.375000 Penalty: 4517.116211
	Iteration 30Q: 3 clusters Score -1332629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1332632.000000 Penalty: 4517.116211
	Iteration 31Q: 3 clusters Score -1332632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1332631.750000 Penalty: 4517.116211
	Iteration 32Q: 3 clusters Score -1332632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1332633.125000 Penalty: 4517.116211
	Iteration 33Q: 3 clusters Score -1332633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1332633.000000 Penalty: 4517.116211
	Iteration 34Q: 3 clusters Score -1332633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1332634.375000 Penalty: 4517.116211
	Iteration 35Q: 3 clusters Score -1332634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1332634.875000 Penalty: 4517.116211
	Iteration 36Q: 3 clusters Score -1332635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1332634.000000 Penalty: 4517.116211
	Iteration 37Q: 3 clusters Score -1332634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1332638.125000 Penalty: 4517.116211
	Iteration 38Q: 3 clusters Score -1332638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1332634.500000 Penalty: 4517.116211
	Iteration 39Q: 3 clusters Score -1332634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1332641.375000 Penalty: 4517.116211
	Iteration 40F: 3 clusters Score -1332641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1332641.000000 Penalty: 4517.116211
	Iteration 41Q: 3 clusters Score -1332641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1332640.500000 Penalty: 4517.116211
	Iteration 42Q: 3 clusters Score -1332640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1332639.750000 Penalty: 4517.116211
	Iteration 43Q: 3 clusters Score -1332640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1332641.625000 Penalty: 4517.116211
	Iteration 44Q: 3 clusters Score -1332642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1332641.625000 Penalty: 4517.116211
	Iteration 45F: 3 clusters Score -1332642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -828024.812500 Penalty: 2146.968018
	Iteration 0F: 2 clusters Score -828024.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -823067.812500 Penalty: 4293.936035
	Iteration 0F: 3 clusters Score -823067.8 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -824381.687500 Penalty: 4293.936035
	Iteration 1F: 3 clusters Score -824381.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -824741.562500 Penalty: 4293.936035
	Iteration 2F: 3 clusters Score -824741.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -825112.187500 Penalty: 4293.936035
	Iteration 3F: 3 clusters Score -825112.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -825469.625000 Penalty: 4293.936035
	Iteration 4F: 3 clusters Score -825469.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -825786.687500 Penalty: 4293.936035
	Iteration 5F: 3 clusters Score -825786.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -826074.750000 Penalty: 4293.936035
	Iteration 6F: 3 clusters Score -826074.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -826263.250000 Penalty: 4293.936035
	Iteration 7Q: 3 clusters Score -826263.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -826372.250000 Penalty: 4293.936035
	Iteration 8Q: 3 clusters Score -826372.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -826439.562500 Penalty: 4293.936035
	Iteration 9Q: 3 clusters Score -826439.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -826475.125000 Penalty: 4293.936035
	Iteration 10Q: 3 clusters Score -826475.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -826489.562500 Penalty: 4293.936035
	Iteration 11Q: 3 clusters Score -826489.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -826502.375000 Penalty: 4293.936035
	Iteration 12Q: 3 clusters Score -826502.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -826510.375000 Penalty: 4293.936035
	Iteration 13Q: 3 clusters Score -826510.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -826518.187500 Penalty: 4293.936035
	Iteration 14Q: 3 clusters Score -826518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -826524.437500 Penalty: 4293.936035
	Iteration 15Q: 3 clusters Score -826524.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -826525.000000 Penalty: 4293.936035
	Iteration 16Q: 3 clusters Score -826525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -826526.125000 Penalty: 4293.936035
	Iteration 17Q: 3 clusters Score -826526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -826529.750000 Penalty: 4293.936035
	Iteration 18Q: 3 clusters Score -826529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -826530.062500 Penalty: 4293.936035
	Iteration 19Q: 3 clusters Score -826530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -826529.375000 Penalty: 4293.936035
	Iteration 20F: 3 clusters Score -826529.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Entering Unmasked Estep 
Score: -2438707.500000 Penalty: 2405.727539
	Iteration 0F: 2 clusters Score -2438708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2427068.500000 Penalty: 4811.455078
	Iteration 0F: 3 clusters Score -2427068 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2430827.500000 Penalty: 4811.455078
	Iteration 1F: 3 clusters Score -2430828 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2431262.250000 Penalty: 4811.455078
	Iteration 2F: 3 clusters Score -2431262 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2431699.250000 Penalty: 4811.455078
	Iteration 3F: 3 clusters Score -2431699 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2432081.500000 Penalty: 4811.455078
	Iteration 4Q: 3 clusters Score -2432082 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2432537.000000 Penalty: 4811.455078
	Iteration 5F: 3 clusters Score -2432537 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2433014.750000 Penalty: 4811.455078
	Iteration 6F: 3 clusters Score -2433015 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2433471.750000 Penalty: 4811.455078
	Iteration 7Q: 3 clusters Score -2433472 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2433931.250000 Penalty: 4811.455078
	Iteration 8Q: 3 clusters Score -2433931 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2434386.250000 Penalty: 4811.455078
	Iteration 9Q: 3 clusters Score -2434386 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2434813.750000 Penalty: 4811.455078
	Iteration 10Q: 3 clusters Score -2434814 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2435201.750000 Penalty: 4811.455078
	Iteration 11Q: 3 clusters Score -2435202 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2435552.000000 Penalty: 4811.455078
	Iteration 12Q: 3 clusters Score -2435552 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2435875.750000 Penalty: 4811.455078
	Iteration 13Q: 3 clusters Score -2435876 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2436089.250000 Penalty: 4811.455078
	Iteration 14Q: 3 clusters Score -2436089 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2436253.000000 Penalty: 4811.455078
	Iteration 15Q: 3 clusters Score -2436253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2436363.750000 Penalty: 4811.455078
	Iteration 16Q: 3 clusters Score -2436364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2436443.750000 Penalty: 4811.455078
	Iteration 17Q: 3 clusters Score -2436444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2436494.000000 Penalty: 4811.455078
	Iteration 18Q: 3 clusters Score -2436494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2436544.250000 Penalty: 4811.455078
	Iteration 19Q: 3 clusters Score -2436544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2436568.500000 Penalty: 4811.455078
	Iteration 20F: 3 clusters Score -2436568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2436592.250000 Penalty: 4811.455078
	Iteration 21Q: 3 clusters Score -2436592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2436611.500000 Penalty: 4811.455078
	Iteration 22Q: 3 clusters Score -2436612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2436625.500000 Penalty: 4811.455078
	Iteration 23Q: 3 clusters Score -2436626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2436642.250000 Penalty: 4811.455078
	Iteration 24Q: 3 clusters Score -2436642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2436653.000000 Penalty: 4811.455078
	Iteration 25Q: 3 clusters Score -2436653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2436661.500000 Penalty: 4811.455078
	Iteration 26Q: 3 clusters Score -2436662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2436667.500000 Penalty: 4811.455078
	Iteration 27Q: 3 clusters Score -2436668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2436684.000000 Penalty: 4811.455078
	Iteration 28Q: 3 clusters Score -2436684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2436691.750000 Penalty: 4811.455078
	Iteration 29Q: 3 clusters Score -2436692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2436695.250000 Penalty: 4811.455078
	Iteration 30Q: 3 clusters Score -2436695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2436695.250000 Penalty: 4811.455078
	Iteration 31Q: 3 clusters Score -2436695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2436695.250000 Penalty: 4811.455078
	Iteration 32F: 3 clusters Score -2436695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Entering Unmasked Estep 
Score: -996174.312500 Penalty: 2199.994141
	Iteration 0F: 2 clusters Score -996174.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -990260.312500 Penalty: 4399.988281
	Iteration 0F: 3 clusters Score -990260.3 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -992016.062500 Penalty: 4399.988281
	Iteration 1F: 3 clusters Score -992016.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -992402.812500 Penalty: 4399.988281
	Iteration 2F: 3 clusters Score -992402.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -992720.937500 Penalty: 4399.988281
	Iteration 3F: 3 clusters Score -992720.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -993029.125000 Penalty: 4399.988281
	Iteration 4F: 3 clusters Score -993029.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -993306.812500 Penalty: 4399.988281
	Iteration 5F: 3 clusters Score -993306.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -993606.687500 Penalty: 4399.988281
	Iteration 6Q: 3 clusters Score -993606.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -993879.500000 Penalty: 4399.988281
	Iteration 7Q: 3 clusters Score -993879.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -994147.500000 Penalty: 4399.988281
	Iteration 8Q: 3 clusters Score -994147.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -994437.562500 Penalty: 4399.988281
	Iteration 9Q: 3 clusters Score -994437.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -994659.687500 Penalty: 4399.988281
	Iteration 10Q: 3 clusters Score -994659.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -994818.812500 Penalty: 4399.988281
	Iteration 11Q: 3 clusters Score -994818.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -994940.187500 Penalty: 4399.988281
	Iteration 12Q: 3 clusters Score -994940.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -995012.625000 Penalty: 4399.988281
	Iteration 13Q: 3 clusters Score -995012.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -995062.937500 Penalty: 4399.988281
	Iteration 14Q: 3 clusters Score -995062.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -995107.437500 Penalty: 4399.988281
	Iteration 15Q: 3 clusters Score -995107.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -995139.562500 Penalty: 4399.988281
	Iteration 16Q: 3 clusters Score -995139.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -995173.125000 Penalty: 4399.988281
	Iteration 17Q: 3 clusters Score -995173.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -995213.750000 Penalty: 4399.988281
	Iteration 18Q: 3 clusters Score -995213.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -995254.250000 Penalty: 4399.988281
	Iteration 19Q: 3 clusters Score -995254.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -995294.562500 Penalty: 4399.988281
	Iteration 20F: 3 clusters Score -995294.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -995346.312500 Penalty: 4399.988281
	Iteration 21Q: 3 clusters Score -995346.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -995414.750000 Penalty: 4399.988281
	Iteration 22Q: 3 clusters Score -995414.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -995462.312500 Penalty: 4399.988281
	Iteration 23Q: 3 clusters Score -995462.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -995498.437500 Penalty: 4399.988281
	Iteration 24Q: 3 clusters Score -995498.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -995521.625000 Penalty: 4399.988281
	Iteration 25Q: 3 clusters Score -995521.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -995539.000000 Penalty: 4399.988281
	Iteration 26Q: 3 clusters Score -995539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -995549.000000 Penalty: 4399.988281
	Iteration 27Q: 3 clusters Score -995549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -995552.812500 Penalty: 4399.988281
	Iteration 28Q: 3 clusters Score -995552.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -995557.375000 Penalty: 4399.988281
	Iteration 29Q: 3 clusters Score -995557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -995560.312500 Penalty: 4399.988281
	Iteration 30Q: 3 clusters Score -995560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -995560.625000 Penalty: 4399.988281
	Iteration 31Q: 3 clusters Score -995560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -995560.375000 Penalty: 4399.988281
	Iteration 32Q: 3 clusters Score -995560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -995564.250000 Penalty: 4399.988281
	Iteration 33Q: 3 clusters Score -995564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -995564.062500 Penalty: 4399.988281
	Iteration 34Q: 3 clusters Score -995564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -995564.062500 Penalty: 4399.988281
	Iteration 35Q: 3 clusters Score -995564.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -995563.812500 Penalty: 4399.988281
	Iteration 36Q: 3 clusters Score -995563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -995565.500000 Penalty: 4399.988281
	Iteration 37Q: 3 clusters Score -995565.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -995565.500000 Penalty: 4399.988281
	Iteration 38F: 3 clusters Score -995565.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Entering Unmasked Estep 
Score: -5368316.000000 Penalty: 2600.641357
	Iteration 0F: 2 clusters Score -5368316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -5343832.000000 Penalty: 5201.282715
	Iteration 0F: 3 clusters Score -5343832 nChanged 16313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -5353010.000000 Penalty: 5201.282715
	Iteration 1F: 3 clusters Score -5353010 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5353745.000000 Penalty: 5201.282715
	Iteration 2Q: 3 clusters Score -5353745 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5354605.500000 Penalty: 5201.282715
	Iteration 3Q: 3 clusters Score -5354606 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -5355725.000000 Penalty: 5201.282715
	Iteration 4F: 3 clusters Score -5355725 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5357251.500000 Penalty: 5201.282715
	Iteration 5F: 3 clusters Score -5357252 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -5359193.500000 Penalty: 5201.282715
	Iteration 6F: 3 clusters Score -5359194 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -5361333.000000 Penalty: 5201.282715
	Iteration 7F: 3 clusters Score -5361333 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -5363091.000000 Penalty: 5201.282715
	Iteration 8F: 3 clusters Score -5363091 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5364393.000000 Penalty: 5201.282715
	Iteration 9Q: 3 clusters Score -5364393 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5365113.500000 Penalty: 5201.282715
	Iteration 10Q: 3 clusters Score -5365114 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5365510.000000 Penalty: 5201.282715
	Iteration 11Q: 3 clusters Score -5365510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5365704.500000 Penalty: 5201.282715
	Iteration 12Q: 3 clusters Score -5365704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5365820.500000 Penalty: 5201.282715
	Iteration 13Q: 3 clusters Score -5365820 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5365886.500000 Penalty: 5201.282715
	Iteration 14Q: 3 clusters Score -5365886 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5365949.500000 Penalty: 5201.282715
	Iteration 15Q: 3 clusters Score -5365950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5365991.000000 Penalty: 5201.282715
	Iteration 16Q: 3 clusters Score -5365991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5366014.000000 Penalty: 5201.282715
	Iteration 17Q: 3 clusters Score -5366014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5366036.500000 Penalty: 5201.282715
	Iteration 18Q: 3 clusters Score -5366036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5366043.500000 Penalty: 5201.282715
	Iteration 19Q: 3 clusters Score -5366044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5366057.500000 Penalty: 5201.282715
	Iteration 20F: 3 clusters Score -5366058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5366073.500000 Penalty: 5201.282715
	Iteration 21Q: 3 clusters Score -5366074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5366084.000000 Penalty: 5201.282715
	Iteration 22Q: 3 clusters Score -5366084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5366097.000000 Penalty: 5201.282715
	Iteration 23Q: 3 clusters Score -5366097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5366101.500000 Penalty: 5201.282715
	Iteration 24Q: 3 clusters Score -5366102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5366118.000000 Penalty: 5201.282715
	Iteration 25Q: 3 clusters Score -5366118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5366125.000000 Penalty: 5201.282715
	Iteration 26Q: 3 clusters Score -5366125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5366136.000000 Penalty: 5201.282715
	Iteration 27Q: 3 clusters Score -5366136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5366136.500000 Penalty: 5201.282715
	Iteration 28Q: 3 clusters Score -5366136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5366137.500000 Penalty: 5201.282715
	Iteration 29Q: 3 clusters Score -5366138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5366144.000000 Penalty: 5201.282715
	Iteration 30Q: 3 clusters Score -5366144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5366141.000000 Penalty: 5201.282715
	Iteration 31Q: 3 clusters Score -5366141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5366146.500000 Penalty: 5201.282715
	Iteration 32Q: 3 clusters Score -5366146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5366146.500000 Penalty: 5201.282715
	Iteration 33F: 3 clusters Score -5366146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Entering Unmasked Estep 
Score: -4895306.000000 Penalty: 2577.726562
	Iteration 0F: 2 clusters Score -4895306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4873017.000000 Penalty: 5155.453125
	Iteration 0F: 3 clusters Score -4873017 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -4881283.000000 Penalty: 5155.453125
	Iteration 1F: 3 clusters Score -4881283 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4882079.000000 Penalty: 5155.453125
	Iteration 2F: 3 clusters Score -4882079 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4882939.000000 Penalty: 5155.453125
	Iteration 3F: 3 clusters Score -4882939 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4883935.000000 Penalty: 5155.453125
	Iteration 4F: 3 clusters Score -4883935 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4885034.000000 Penalty: 5155.453125
	Iteration 5F: 3 clusters Score -4885034 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4886171.000000 Penalty: 5155.453125
	Iteration 6F: 3 clusters Score -4886171 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4887305.500000 Penalty: 5155.453125
	Iteration 7F: 3 clusters Score -4887306 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4888271.500000 Penalty: 5155.453125
	Iteration 8F: 3 clusters Score -4888272 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4889205.500000 Penalty: 5155.453125
	Iteration 9Q: 3 clusters Score -4889206 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4890312.500000 Penalty: 5155.453125
	Iteration 10Q: 3 clusters Score -4890312 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4891244.000000 Penalty: 5155.453125
	Iteration 11Q: 3 clusters Score -4891244 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4891796.500000 Penalty: 5155.453125
	Iteration 12Q: 3 clusters Score -4891796 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -4892104.500000 Penalty: 5155.453125
	Iteration 13Q: 3 clusters Score -4892104 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4892251.500000 Penalty: 5155.453125
	Iteration 14Q: 3 clusters Score -4892252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4892367.000000 Penalty: 5155.453125
	Iteration 15Q: 3 clusters Score -4892367 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -4892415.500000 Penalty: 5155.453125
	Iteration 16Q: 3 clusters Score -4892416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4892462.000000 Penalty: 5155.453125
	Iteration 17Q: 3 clusters Score -4892462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -4892502.000000 Penalty: 5155.453125
	Iteration 18Q: 3 clusters Score -4892502 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -4892549.500000 Penalty: 5155.453125
	Iteration 19Q: 3 clusters Score -4892550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4892573.500000 Penalty: 5155.453125
	Iteration 20F: 3 clusters Score -4892574 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4892593.000000 Penalty: 5155.453125
	Iteration 21Q: 3 clusters Score -4892593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4892615.000000 Penalty: 5155.453125
	Iteration 22Q: 3 clusters Score -4892615 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4892624.000000 Penalty: 5155.453125
	Iteration 23Q: 3 clusters Score -4892624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4892628.500000 Penalty: 5155.453125
	Iteration 24Q: 3 clusters Score -4892628 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4892642.500000 Penalty: 5155.453125
	Iteration 25Q: 3 clusters Score -4892642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4892651.000000 Penalty: 5155.453125
	Iteration 26Q: 3 clusters Score -4892651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4892655.000000 Penalty: 5155.453125
	Iteration 27Q: 3 clusters Score -4892655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4892650.000000 Penalty: 5155.453125
	Iteration 28Q: 3 clusters Score -4892650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -4892666.000000 Penalty: 5155.453125
	Iteration 29Q: 3 clusters Score -4892666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4892669.500000 Penalty: 5155.453125
	Iteration 30Q: 3 clusters Score -4892670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4892671.000000 Penalty: 5155.453125
	Iteration 31Q: 3 clusters Score -4892671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4892674.500000 Penalty: 5155.453125
	Iteration 32Q: 3 clusters Score -4892674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4892675.500000 Penalty: 5155.453125
	Iteration 33Q: 3 clusters Score -4892676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -4892671.000000 Penalty: 5155.453125
	Iteration 34Q: 3 clusters Score -4892671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4892671.500000 Penalty: 5155.453125
	Iteration 35Q: 3 clusters Score -4892672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4892672.500000 Penalty: 5155.453125
	Iteration 36Q: 3 clusters Score -4892672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4892674.000000 Penalty: 5155.453125
	Iteration 37Q: 3 clusters Score -4892674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4892671.500000 Penalty: 5155.453125
	Iteration 38Q: 3 clusters Score -4892672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4892676.000000 Penalty: 5155.453125
	Iteration 39Q: 3 clusters Score -4892676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -4892681.500000 Penalty: 5155.453125
	Iteration 40F: 3 clusters Score -4892682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -4892680.500000 Penalty: 5155.453125
	Iteration 41Q: 3 clusters Score -4892680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -4892678.500000 Penalty: 5155.453125
	Iteration 42Q: 3 clusters Score -4892678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -4892687.000000 Penalty: 5155.453125
	Iteration 43Q: 3 clusters Score -4892687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4892680.000000 Penalty: 5155.453125
	Iteration 44Q: 3 clusters Score -4892680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -4892683.000000 Penalty: 5155.453125
	Iteration 45Q: 3 clusters Score -4892683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4892675.000000 Penalty: 5155.453125
	Iteration 46Q: 3 clusters Score -4892675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -4892672.500000 Penalty: 5155.453125
	Iteration 47Q: 3 clusters Score -4892672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4892675.500000 Penalty: 5155.453125
	Iteration 48Q: 3 clusters Score -4892676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4892676.500000 Penalty: 5155.453125
	Iteration 49Q: 3 clusters Score -4892676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -4892674.500000 Penalty: 5155.453125
	Iteration 50Q: 3 clusters Score -4892674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -4892669.500000 Penalty: 5155.453125
	Iteration 51Q: 3 clusters Score -4892670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -4892669.500000 Penalty: 5155.453125
	Iteration 52Q: 3 clusters Score -4892670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -4892673.000000 Penalty: 5155.453125
	Iteration 53Q: 3 clusters Score -4892673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4892672.500000 Penalty: 5155.453125
	Iteration 54Q: 3 clusters Score -4892672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -4892676.000000 Penalty: 5155.453125
	Iteration 55Q: 3 clusters Score -4892676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -4892675.000000 Penalty: 5155.453125
	Iteration 56Q: 3 clusters Score -4892675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4892687.500000 Penalty: 5155.453125
	Iteration 57Q: 3 clusters Score -4892688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4892682.000000 Penalty: 5155.453125
	Iteration 58Q: 3 clusters Score -4892682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -4892682.500000 Penalty: 5155.453125
	Iteration 59Q: 3 clusters Score -4892682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4892686.500000 Penalty: 5155.453125
	Iteration 60F: 3 clusters Score -4892686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -4892687.500000 Penalty: 5155.453125
	Iteration 61Q: 3 clusters Score -4892688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -4892683.000000 Penalty: 5155.453125
	Iteration 62Q: 3 clusters Score -4892683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -4892687.500000 Penalty: 5155.453125
	Iteration 63Q: 3 clusters Score -4892688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4892690.000000 Penalty: 5155.453125
	Iteration 64Q: 3 clusters Score -4892690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4892694.000000 Penalty: 5155.453125
	Iteration 65Q: 3 clusters Score -4892694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -4892697.000000 Penalty: 5155.453125
	Iteration 66Q: 3 clusters Score -4892697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4892697.500000 Penalty: 5155.453125
	Iteration 67Q: 3 clusters Score -4892698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4892692.500000 Penalty: 5155.453125
	Iteration 68Q: 3 clusters Score -4892692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -4892687.500000 Penalty: 5155.453125
	Iteration 69Q: 3 clusters Score -4892688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4892685.500000 Penalty: 5155.453125
	Iteration 70Q: 3 clusters Score -4892686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -4892692.500000 Penalty: 5155.453125
	Iteration 71Q: 3 clusters Score -4892692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -4892689.500000 Penalty: 5155.453125
	Iteration 72Q: 3 clusters Score -4892690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -4892686.500000 Penalty: 5155.453125
	Iteration 73Q: 3 clusters Score -4892686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4892690.000000 Penalty: 5155.453125
	Iteration 74Q: 3 clusters Score -4892690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4892685.500000 Penalty: 5155.453125
	Iteration 75Q: 3 clusters Score -4892686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4892688.000000 Penalty: 5155.453125
	Iteration 76Q: 3 clusters Score -4892688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4892688.000000 Penalty: 5155.453125
	Iteration 77Q: 3 clusters Score -4892688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4892688.000000 Penalty: 5155.453125
	Iteration 78Q: 3 clusters Score -4892688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4892695.500000 Penalty: 5155.453125
	Iteration 79Q: 3 clusters Score -4892696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4892696.500000 Penalty: 5155.453125
	Iteration 80F: 3 clusters Score -4892696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -4892692.500000 Penalty: 5155.453125
	Iteration 81Q: 3 clusters Score -4892692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4892698.500000 Penalty: 5155.453125
	Iteration 82Q: 3 clusters Score -4892698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4892699.000000 Penalty: 5155.453125
	Iteration 83Q: 3 clusters Score -4892699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4892698.000000 Penalty: 5155.453125
	Iteration 84Q: 3 clusters Score -4892698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -4892697.000000 Penalty: 5155.453125
	Iteration 85Q: 3 clusters Score -4892697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4892693.500000 Penalty: 5155.453125
	Iteration 86Q: 3 clusters Score -4892694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -4892693.500000 Penalty: 5155.453125
	Iteration 87F: 3 clusters Score -4892694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Entering Unmasked Estep 
Score: -1804877.875000 Penalty: 2333.458984
	Iteration 0F: 2 clusters Score -1804878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1795863.625000 Penalty: 4666.917969
	Iteration 0F: 3 clusters Score -1795864 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1798554.500000 Penalty: 4666.917969
	Iteration 1F: 3 clusters Score -1798554 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1798897.750000 Penalty: 4666.917969
	Iteration 2F: 3 clusters Score -1798898 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1799268.875000 Penalty: 4666.917969
	Iteration 3F: 3 clusters Score -1799269 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1799660.625000 Penalty: 4666.917969
	Iteration 4F: 3 clusters Score -1799661 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1800029.500000 Penalty: 4666.917969
	Iteration 5F: 3 clusters Score -1800030 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1800381.625000 Penalty: 4666.917969
	Iteration 6Q: 3 clusters Score -1800382 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1800780.000000 Penalty: 4666.917969
	Iteration 7F: 3 clusters Score -1800780 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1801156.375000 Penalty: 4666.917969
	Iteration 8F: 3 clusters Score -1801156 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1801495.375000 Penalty: 4666.917969
	Iteration 9Q: 3 clusters Score -1801495 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1801815.750000 Penalty: 4666.917969
	Iteration 10Q: 3 clusters Score -1801816 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1802153.750000 Penalty: 4666.917969
	Iteration 11Q: 3 clusters Score -1802154 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1802443.500000 Penalty: 4666.917969
	Iteration 12Q: 3 clusters Score -1802444 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1802675.375000 Penalty: 4666.917969
	Iteration 13Q: 3 clusters Score -1802675 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1802826.125000 Penalty: 4666.917969
	Iteration 14Q: 3 clusters Score -1802826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1802928.250000 Penalty: 4666.917969
	Iteration 15Q: 3 clusters Score -1802928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1803003.375000 Penalty: 4666.917969
	Iteration 16Q: 3 clusters Score -1803003 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1803065.250000 Penalty: 4666.917969
	Iteration 17Q: 3 clusters Score -1803065 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1803123.125000 Penalty: 4666.917969
	Iteration 18Q: 3 clusters Score -1803123 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1803170.000000 Penalty: 4666.917969
	Iteration 19Q: 3 clusters Score -1803170 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1803203.875000 Penalty: 4666.917969
	Iteration 20F: 3 clusters Score -1803204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1803230.125000 Penalty: 4666.917969
	Iteration 21Q: 3 clusters Score -1803230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1803254.250000 Penalty: 4666.917969
	Iteration 22Q: 3 clusters Score -1803254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1803272.000000 Penalty: 4666.917969
	Iteration 23Q: 3 clusters Score -1803272 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1803305.375000 Penalty: 4666.917969
	Iteration 24Q: 3 clusters Score -1803305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1803346.875000 Penalty: 4666.917969
	Iteration 25Q: 3 clusters Score -1803347 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1803391.250000 Penalty: 4666.917969
	Iteration 26Q: 3 clusters Score -1803391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1803434.500000 Penalty: 4666.917969
	Iteration 27Q: 3 clusters Score -1803434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1803459.500000 Penalty: 4666.917969
	Iteration 28Q: 3 clusters Score -1803460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1803492.875000 Penalty: 4666.917969
	Iteration 29Q: 3 clusters Score -1803493 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1803533.125000 Penalty: 4666.917969
	Iteration 30Q: 3 clusters Score -1803533 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1803570.000000 Penalty: 4666.917969
	Iteration 31Q: 3 clusters Score -1803570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1803623.125000 Penalty: 4666.917969
	Iteration 32Q: 3 clusters Score -1803623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1803661.625000 Penalty: 4666.917969
	Iteration 33Q: 3 clusters Score -1803662 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1803680.500000 Penalty: 4666.917969
	Iteration 34Q: 3 clusters Score -1803680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1803703.500000 Penalty: 4666.917969
	Iteration 35Q: 3 clusters Score -1803704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1803720.000000 Penalty: 4666.917969
	Iteration 36Q: 3 clusters Score -1803720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1803725.375000 Penalty: 4666.917969
	Iteration 37Q: 3 clusters Score -1803725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1803736.000000 Penalty: 4666.917969
	Iteration 38Q: 3 clusters Score -1803736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1803745.250000 Penalty: 4666.917969
	Iteration 39Q: 3 clusters Score -1803745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1803748.625000 Penalty: 4666.917969
	Iteration 40F: 3 clusters Score -1803749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1803748.750000 Penalty: 4666.917969
	Iteration 41Q: 3 clusters Score -1803749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1803751.000000 Penalty: 4666.917969
	Iteration 42Q: 3 clusters Score -1803751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1803751.625000 Penalty: 4666.917969
	Iteration 43Q: 3 clusters Score -1803752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1803755.875000 Penalty: 4666.917969
	Iteration 44Q: 3 clusters Score -1803756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1803765.000000 Penalty: 4666.917969
	Iteration 45Q: 3 clusters Score -1803765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1803767.250000 Penalty: 4666.917969
	Iteration 46Q: 3 clusters Score -1803767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1803769.125000 Penalty: 4666.917969
	Iteration 47Q: 3 clusters Score -1803769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1803772.250000 Penalty: 4666.917969
	Iteration 48Q: 3 clusters Score -1803772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1803781.500000 Penalty: 4666.917969
	Iteration 49Q: 3 clusters Score -1803782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1803785.000000 Penalty: 4666.917969
	Iteration 50Q: 3 clusters Score -1803785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1803785.500000 Penalty: 4666.917969
	Iteration 51Q: 3 clusters Score -1803786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1803788.375000 Penalty: 4666.917969
	Iteration 52Q: 3 clusters Score -1803788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1803786.625000 Penalty: 4666.917969
	Iteration 53Q: 3 clusters Score -1803787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1803786.875000 Penalty: 4666.917969
	Iteration 54Q: 3 clusters Score -1803787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1803789.000000 Penalty: 4666.917969
	Iteration 55Q: 3 clusters Score -1803789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1803790.250000 Penalty: 4666.917969
	Iteration 56Q: 3 clusters Score -1803790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1803789.250000 Penalty: 4666.917969
	Iteration 57Q: 3 clusters Score -1803789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1803790.875000 Penalty: 4666.917969
	Iteration 58Q: 3 clusters Score -1803791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1803789.875000 Penalty: 4666.917969
	Iteration 59Q: 3 clusters Score -1803790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1803789.875000 Penalty: 4666.917969
	Iteration 60F: 3 clusters Score -1803790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Entering Unmasked Estep 
Score: -2787803.000000 Penalty: 2457.252441
	Iteration 0F: 2 clusters Score -2787803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2773771.250000 Penalty: 4914.504883
	Iteration 0F: 3 clusters Score -2773771 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2778870.250000 Penalty: 4914.504883
	Iteration 1F: 3 clusters Score -2778870 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2779561.500000 Penalty: 4914.504883
	Iteration 2F: 3 clusters Score -2779562 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2780219.000000 Penalty: 4914.504883
	Iteration 3F: 3 clusters Score -2780219 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2780928.750000 Penalty: 4914.504883
	Iteration 4F: 3 clusters Score -2780929 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2781620.500000 Penalty: 4914.504883
	Iteration 5F: 3 clusters Score -2781620 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2782276.500000 Penalty: 4914.504883
	Iteration 6F: 3 clusters Score -2782276 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2782869.000000 Penalty: 4914.504883
	Iteration 7Q: 3 clusters Score -2782869 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2783353.250000 Penalty: 4914.504883
	Iteration 8Q: 3 clusters Score -2783353 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2783710.500000 Penalty: 4914.504883
	Iteration 9Q: 3 clusters Score -2783710 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2783932.750000 Penalty: 4914.504883
	Iteration 10Q: 3 clusters Score -2783933 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2784050.000000 Penalty: 4914.504883
	Iteration 11Q: 3 clusters Score -2784050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2784170.000000 Penalty: 4914.504883
	Iteration 12Q: 3 clusters Score -2784170 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -2784234.750000 Penalty: 4914.504883
	Iteration 13Q: 3 clusters Score -2784235 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2784267.000000 Penalty: 4914.504883
	Iteration 14Q: 3 clusters Score -2784267 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2784328.250000 Penalty: 4914.504883
	Iteration 15Q: 3 clusters Score -2784328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2784348.250000 Penalty: 4914.504883
	Iteration 16Q: 3 clusters Score -2784348 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2784373.500000 Penalty: 4914.504883
	Iteration 17Q: 3 clusters Score -2784374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2784394.250000 Penalty: 4914.504883
	Iteration 18Q: 3 clusters Score -2784394 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2784430.250000 Penalty: 4914.504883
	Iteration 19Q: 3 clusters Score -2784430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2784454.500000 Penalty: 4914.504883
	Iteration 20F: 3 clusters Score -2784454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2784485.000000 Penalty: 4914.504883
	Iteration 21Q: 3 clusters Score -2784485 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2784519.750000 Penalty: 4914.504883
	Iteration 22Q: 3 clusters Score -2784520 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2784549.000000 Penalty: 4914.504883
	Iteration 23Q: 3 clusters Score -2784549 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2784575.250000 Penalty: 4914.504883
	Iteration 24Q: 3 clusters Score -2784575 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2784605.250000 Penalty: 4914.504883
	Iteration 25Q: 3 clusters Score -2784605 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2784629.500000 Penalty: 4914.504883
	Iteration 26Q: 3 clusters Score -2784630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2784648.750000 Penalty: 4914.504883
	Iteration 27Q: 3 clusters Score -2784649 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2784677.000000 Penalty: 4914.504883
	Iteration 28Q: 3 clusters Score -2784677 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2784703.750000 Penalty: 4914.504883
	Iteration 29Q: 3 clusters Score -2784704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2784747.000000 Penalty: 4914.504883
	Iteration 30Q: 3 clusters Score -2784747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2784770.250000 Penalty: 4914.504883
	Iteration 31Q: 3 clusters Score -2784770 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2784805.250000 Penalty: 4914.504883
	Iteration 32Q: 3 clusters Score -2784805 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2784832.250000 Penalty: 4914.504883
	Iteration 33Q: 3 clusters Score -2784832 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2784866.250000 Penalty: 4914.504883
	Iteration 34Q: 3 clusters Score -2784866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2784901.500000 Penalty: 4914.504883
	Iteration 35Q: 3 clusters Score -2784902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2784935.250000 Penalty: 4914.504883
	Iteration 36Q: 3 clusters Score -2784935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2784977.000000 Penalty: 4914.504883
	Iteration 37Q: 3 clusters Score -2784977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2785015.500000 Penalty: 4914.504883
	Iteration 38Q: 3 clusters Score -2785016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2785070.750000 Penalty: 4914.504883
	Iteration 39Q: 3 clusters Score -2785071 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2785107.500000 Penalty: 4914.504883
	Iteration 40F: 3 clusters Score -2785108 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2785155.750000 Penalty: 4914.504883
	Iteration 41Q: 3 clusters Score -2785156 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2785212.250000 Penalty: 4914.504883
	Iteration 42Q: 3 clusters Score -2785212 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2785263.500000 Penalty: 4914.504883
	Iteration 43Q: 3 clusters Score -2785264 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2785314.750000 Penalty: 4914.504883
	Iteration 44Q: 3 clusters Score -2785315 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2785376.000000 Penalty: 4914.504883
	Iteration 45Q: 3 clusters Score -2785376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2785419.250000 Penalty: 4914.504883
	Iteration 46Q: 3 clusters Score -2785419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2785474.000000 Penalty: 4914.504883
	Iteration 47Q: 3 clusters Score -2785474 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2785553.750000 Penalty: 4914.504883
	Iteration 48Q: 3 clusters Score -2785554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2785637.500000 Penalty: 4914.504883
	Iteration 49Q: 3 clusters Score -2785638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -2785709.750000 Penalty: 4914.504883
	Iteration 50Q: 3 clusters Score -2785710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2785801.000000 Penalty: 4914.504883
	Iteration 51Q: 3 clusters Score -2785801 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2785876.250000 Penalty: 4914.504883
	Iteration 52Q: 3 clusters Score -2785876 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -2785946.750000 Penalty: 4914.504883
	Iteration 53Q: 3 clusters Score -2785947 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2786011.250000 Penalty: 4914.504883
	Iteration 54Q: 3 clusters Score -2786011 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2786088.750000 Penalty: 4914.504883
	Iteration 55Q: 3 clusters Score -2786089 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2786147.500000 Penalty: 4914.504883
	Iteration 56Q: 3 clusters Score -2786148 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2786219.750000 Penalty: 4914.504883
	Iteration 57Q: 3 clusters Score -2786220 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2786271.250000 Penalty: 4914.504883
	Iteration 58Q: 3 clusters Score -2786271 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2786330.250000 Penalty: 4914.504883
	Iteration 59Q: 3 clusters Score -2786330 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2786386.250000 Penalty: 4914.504883
	Iteration 60F: 3 clusters Score -2786386 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2786434.000000 Penalty: 4914.504883
	Iteration 61Q: 3 clusters Score -2786434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2786473.250000 Penalty: 4914.504883
	Iteration 62Q: 3 clusters Score -2786473 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2786528.250000 Penalty: 4914.504883
	Iteration 63Q: 3 clusters Score -2786528 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2786565.500000 Penalty: 4914.504883
	Iteration 64Q: 3 clusters Score -2786566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2786606.500000 Penalty: 4914.504883
	Iteration 65Q: 3 clusters Score -2786606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2786625.750000 Penalty: 4914.504883
	Iteration 66Q: 3 clusters Score -2786626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2786640.000000 Penalty: 4914.504883
	Iteration 67Q: 3 clusters Score -2786640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2786658.250000 Penalty: 4914.504883
	Iteration 68Q: 3 clusters Score -2786658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2786677.750000 Penalty: 4914.504883
	Iteration 69Q: 3 clusters Score -2786678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -2786692.500000 Penalty: 4914.504883
	Iteration 70Q: 3 clusters Score -2786692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2786704.000000 Penalty: 4914.504883
	Iteration 71Q: 3 clusters Score -2786704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2786717.500000 Penalty: 4914.504883
	Iteration 72Q: 3 clusters Score -2786718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2786729.750000 Penalty: 4914.504883
	Iteration 73Q: 3 clusters Score -2786730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2786731.000000 Penalty: 4914.504883
	Iteration 74Q: 3 clusters Score -2786731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2786732.750000 Penalty: 4914.504883
	Iteration 75Q: 3 clusters Score -2786733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2786737.250000 Penalty: 4914.504883
	Iteration 76Q: 3 clusters Score -2786737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2786734.500000 Penalty: 4914.504883
	Iteration 77Q: 3 clusters Score -2786734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2786744.750000 Penalty: 4914.504883
	Iteration 78Q: 3 clusters Score -2786745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2786741.250000 Penalty: 4914.504883
	Iteration 79Q: 3 clusters Score -2786741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2786738.750000 Penalty: 4914.504883
	Iteration 80F: 3 clusters Score -2786739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2786737.000000 Penalty: 4914.504883
	Iteration 81Q: 3 clusters Score -2786737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2786749.750000 Penalty: 4914.504883
	Iteration 82Q: 3 clusters Score -2786750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2786757.500000 Penalty: 4914.504883
	Iteration 83Q: 3 clusters Score -2786758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2786759.000000 Penalty: 4914.504883
	Iteration 84Q: 3 clusters Score -2786759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2786763.250000 Penalty: 4914.504883
	Iteration 85Q: 3 clusters Score -2786763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2786772.500000 Penalty: 4914.504883
	Iteration 86Q: 3 clusters Score -2786772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2786780.500000 Penalty: 4914.504883
	Iteration 87Q: 3 clusters Score -2786780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2786786.500000 Penalty: 4914.504883
	Iteration 88Q: 3 clusters Score -2786786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2786793.000000 Penalty: 4914.504883
	Iteration 89Q: 3 clusters Score -2786793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2786804.500000 Penalty: 4914.504883
	Iteration 90Q: 3 clusters Score -2786804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2786805.250000 Penalty: 4914.504883
	Iteration 91Q: 3 clusters Score -2786805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2786812.000000 Penalty: 4914.504883
	Iteration 92Q: 3 clusters Score -2786812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2786816.750000 Penalty: 4914.504883
	Iteration 93Q: 3 clusters Score -2786817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2786818.500000 Penalty: 4914.504883
	Iteration 94Q: 3 clusters Score -2786818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2786818.500000 Penalty: 4914.504883
	Iteration 95F: 3 clusters Score -2786818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Entering Unmasked Estep 
Score: -2832024.000000 Penalty: 2437.880615
	Iteration 0F: 2 clusters Score -2832024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2818891.000000 Penalty: 4875.761230
	Iteration 0F: 3 clusters Score -2818891 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2823194.500000 Penalty: 4875.761230
	Iteration 1F: 3 clusters Score -2823194 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2823572.750000 Penalty: 4875.761230
	Iteration 2F: 3 clusters Score -2823573 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2823863.500000 Penalty: 4875.761230
	Iteration 3Q: 3 clusters Score -2823864 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2824164.250000 Penalty: 4875.761230
	Iteration 4Q: 3 clusters Score -2824164 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2824549.500000 Penalty: 4875.761230
	Iteration 5Q: 3 clusters Score -2824550 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2824999.250000 Penalty: 4875.761230
	Iteration 6Q: 3 clusters Score -2824999 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2825522.750000 Penalty: 4875.761230
	Iteration 7Q: 3 clusters Score -2825523 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2826076.500000 Penalty: 4875.761230
	Iteration 8Q: 3 clusters Score -2826076 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2826632.000000 Penalty: 4875.761230
	Iteration 9Q: 3 clusters Score -2826632 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2827257.750000 Penalty: 4875.761230
	Iteration 10Q: 3 clusters Score -2827258 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2827879.500000 Penalty: 4875.761230
	Iteration 11Q: 3 clusters Score -2827880 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2828491.500000 Penalty: 4875.761230
	Iteration 12Q: 3 clusters Score -2828492 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2829021.500000 Penalty: 4875.761230
	Iteration 13Q: 3 clusters Score -2829022 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2829399.750000 Penalty: 4875.761230
	Iteration 14Q: 3 clusters Score -2829400 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2829627.250000 Penalty: 4875.761230
	Iteration 15Q: 3 clusters Score -2829627 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2829765.750000 Penalty: 4875.761230
	Iteration 16Q: 3 clusters Score -2829766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2829858.250000 Penalty: 4875.761230
	Iteration 17Q: 3 clusters Score -2829858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2829925.000000 Penalty: 4875.761230
	Iteration 18Q: 3 clusters Score -2829925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2829957.500000 Penalty: 4875.761230
	Iteration 19Q: 3 clusters Score -2829958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2829999.250000 Penalty: 4875.761230
	Iteration 20F: 3 clusters Score -2829999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2830024.500000 Penalty: 4875.761230
	Iteration 21Q: 3 clusters Score -2830024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2830036.500000 Penalty: 4875.761230
	Iteration 22Q: 3 clusters Score -2830036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2830046.750000 Penalty: 4875.761230
	Iteration 23Q: 3 clusters Score -2830047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2830055.500000 Penalty: 4875.761230
	Iteration 24Q: 3 clusters Score -2830056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2830061.750000 Penalty: 4875.761230
	Iteration 25Q: 3 clusters Score -2830062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2830071.250000 Penalty: 4875.761230
	Iteration 26Q: 3 clusters Score -2830071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2830080.000000 Penalty: 4875.761230
	Iteration 27Q: 3 clusters Score -2830080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2830088.000000 Penalty: 4875.761230
	Iteration 28Q: 3 clusters Score -2830088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2830090.250000 Penalty: 4875.761230
	Iteration 29Q: 3 clusters Score -2830090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2830104.750000 Penalty: 4875.761230
	Iteration 30Q: 3 clusters Score -2830105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2830104.000000 Penalty: 4875.761230
	Iteration 31Q: 3 clusters Score -2830104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2830110.000000 Penalty: 4875.761230
	Iteration 32Q: 3 clusters Score -2830110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2830112.250000 Penalty: 4875.761230
	Iteration 33Q: 3 clusters Score -2830112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2830115.250000 Penalty: 4875.761230
	Iteration 34Q: 3 clusters Score -2830115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2830119.500000 Penalty: 4875.761230
	Iteration 35Q: 3 clusters Score -2830120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2830118.000000 Penalty: 4875.761230
	Iteration 36Q: 3 clusters Score -2830118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2830118.000000 Penalty: 4875.761230
	Iteration 37F: 3 clusters Score -2830118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Entering Unmasked Estep 
Score: -2032341.625000 Penalty: 2362.056396
	Iteration 0F: 2 clusters Score -2032342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2022399.500000 Penalty: 4724.112793
	Iteration 0F: 3 clusters Score -2022400 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2025440.625000 Penalty: 4724.112793
	Iteration 1F: 3 clusters Score -2025441 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2025812.250000 Penalty: 4724.112793
	Iteration 2F: 3 clusters Score -2025812 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2026078.000000 Penalty: 4724.112793
	Iteration 3F: 3 clusters Score -2026078 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2026273.500000 Penalty: 4724.112793
	Iteration 4Q: 3 clusters Score -2026274 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2026449.625000 Penalty: 4724.112793
	Iteration 5Q: 3 clusters Score -2026450 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2026618.500000 Penalty: 4724.112793
	Iteration 6Q: 3 clusters Score -2026618 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2026772.125000 Penalty: 4724.112793
	Iteration 7Q: 3 clusters Score -2026772 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2026953.000000 Penalty: 4724.112793
	Iteration 8Q: 3 clusters Score -2026953 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2027147.250000 Penalty: 4724.112793
	Iteration 9Q: 3 clusters Score -2027147 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2027346.250000 Penalty: 4724.112793
	Iteration 10Q: 3 clusters Score -2027346 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2027622.375000 Penalty: 4724.112793
	Iteration 11Q: 3 clusters Score -2027622 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2027883.125000 Penalty: 4724.112793
	Iteration 12Q: 3 clusters Score -2027883 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2028162.500000 Penalty: 4724.112793
	Iteration 13Q: 3 clusters Score -2028162 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2028462.250000 Penalty: 4724.112793
	Iteration 14Q: 3 clusters Score -2028462 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2028762.750000 Penalty: 4724.112793
	Iteration 15Q: 3 clusters Score -2028763 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2029009.750000 Penalty: 4724.112793
	Iteration 16Q: 3 clusters Score -2029010 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2029220.875000 Penalty: 4724.112793
	Iteration 17Q: 3 clusters Score -2029221 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2029416.250000 Penalty: 4724.112793
	Iteration 18Q: 3 clusters Score -2029416 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2029598.375000 Penalty: 4724.112793
	Iteration 19Q: 3 clusters Score -2029598 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2029761.375000 Penalty: 4724.112793
	Iteration 20F: 3 clusters Score -2029761 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2029909.500000 Penalty: 4724.112793
	Iteration 21Q: 3 clusters Score -2029910 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2030056.250000 Penalty: 4724.112793
	Iteration 22Q: 3 clusters Score -2030056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2030191.125000 Penalty: 4724.112793
	Iteration 23Q: 3 clusters Score -2030191 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2030319.500000 Penalty: 4724.112793
	Iteration 24Q: 3 clusters Score -2030320 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2030456.625000 Penalty: 4724.112793
	Iteration 25Q: 3 clusters Score -2030457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2030582.125000 Penalty: 4724.112793
	Iteration 26Q: 3 clusters Score -2030582 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2030671.875000 Penalty: 4724.112793
	Iteration 27Q: 3 clusters Score -2030672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2030736.875000 Penalty: 4724.112793
	Iteration 28Q: 3 clusters Score -2030737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2030792.125000 Penalty: 4724.112793
	Iteration 29Q: 3 clusters Score -2030792 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2030836.625000 Penalty: 4724.112793
	Iteration 30Q: 3 clusters Score -2030837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2030873.125000 Penalty: 4724.112793
	Iteration 31Q: 3 clusters Score -2030873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2030890.625000 Penalty: 4724.112793
	Iteration 32Q: 3 clusters Score -2030891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2030895.625000 Penalty: 4724.112793
	Iteration 33Q: 3 clusters Score -2030896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2030899.625000 Penalty: 4724.112793
	Iteration 34Q: 3 clusters Score -2030900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2030905.625000 Penalty: 4724.112793
	Iteration 35Q: 3 clusters Score -2030906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2030905.500000 Penalty: 4724.112793
	Iteration 36Q: 3 clusters Score -2030906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2030904.375000 Penalty: 4724.112793
	Iteration 37Q: 3 clusters Score -2030904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2030910.750000 Penalty: 4724.112793
	Iteration 38Q: 3 clusters Score -2030911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2030908.125000 Penalty: 4724.112793
	Iteration 39Q: 3 clusters Score -2030908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2030911.000000 Penalty: 4724.112793
	Iteration 40F: 3 clusters Score -2030911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -1404464.250000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -1404464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1396881.250000 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -1396881 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1399126.000000 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -1399126 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1399520.375000 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -1399520 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1399802.375000 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -1399802 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1400042.875000 Penalty: 4563.494141
	Iteration 4Q: 3 clusters Score -1400043 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1400285.500000 Penalty: 4563.494141
	Iteration 5Q: 3 clusters Score -1400286 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1400536.125000 Penalty: 4563.494141
	Iteration 6Q: 3 clusters Score -1400536 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1400784.750000 Penalty: 4563.494141
	Iteration 7Q: 3 clusters Score -1400785 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1401030.625000 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -1401031 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1401289.875000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -1401290 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1401538.625000 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -1401539 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1401718.375000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -1401718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1401850.625000 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -1401851 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1401946.875000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -1401947 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1402033.500000 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -1402034 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1402101.000000 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -1402101 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1402158.250000 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -1402158 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1402216.750000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -1402217 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1402273.875000 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -1402274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1402319.750000 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -1402320 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1402389.500000 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -1402390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1402478.125000 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -1402478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1402560.875000 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -1402561 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1402639.000000 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -1402639 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1402715.250000 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -1402715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1402773.500000 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -1402774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1402835.875000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -1402836 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1402893.750000 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -1402894 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1402970.375000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -1402970 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1403056.500000 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -1403056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1403135.875000 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -1403136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1403197.250000 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -1403197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1403241.625000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -1403242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1403273.875000 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -1403274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1403295.500000 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -1403296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1403317.125000 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -1403317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1403329.625000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -1403330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1403344.750000 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -1403345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1403357.500000 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -1403358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1403366.500000 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -1403366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1403371.750000 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -1403372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1403374.750000 Penalty: 4563.494141
	Iteration 41Q: 3 clusters Score -1403375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1403377.875000 Penalty: 4563.494141
	Iteration 42Q: 3 clusters Score -1403378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1403379.750000 Penalty: 4563.494141
	Iteration 43Q: 3 clusters Score -1403380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1403382.375000 Penalty: 4563.494141
	Iteration 44Q: 3 clusters Score -1403382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1403383.000000 Penalty: 4563.494141
	Iteration 45Q: 3 clusters Score -1403383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1403385.750000 Penalty: 4563.494141
	Iteration 46Q: 3 clusters Score -1403386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1403385.750000 Penalty: 4563.494141
	Iteration 47F: 3 clusters Score -1403386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Entering Unmasked Estep 
Score: -4787229.000000 Penalty: 2573.716064
	Iteration 0F: 2 clusters Score -4787229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4765357.000000 Penalty: 5147.432129
	Iteration 0F: 3 clusters Score -4765357 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4773152.500000 Penalty: 5147.432129
	Iteration 1F: 3 clusters Score -4773152 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4773608.000000 Penalty: 5147.432129
	Iteration 2Q: 3 clusters Score -4773608 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -4773965.000000 Penalty: 5147.432129
	Iteration 3Q: 3 clusters Score -4773965 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -4774302.000000 Penalty: 5147.432129
	Iteration 4Q: 3 clusters Score -4774302 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4774650.500000 Penalty: 5147.432129
	Iteration 5Q: 3 clusters Score -4774650 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -4775187.500000 Penalty: 5147.432129
	Iteration 6Q: 3 clusters Score -4775188 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4775905.000000 Penalty: 5147.432129
	Iteration 7Q: 3 clusters Score -4775905 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -4776932.000000 Penalty: 5147.432129
	Iteration 8F: 3 clusters Score -4776932 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4778347.000000 Penalty: 5147.432129
	Iteration 9F: 3 clusters Score -4778347 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4780063.000000 Penalty: 5147.432129
	Iteration 10F: 3 clusters Score -4780063 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4781718.500000 Penalty: 5147.432129
	Iteration 11F: 3 clusters Score -4781718 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -4782999.000000 Penalty: 5147.432129
	Iteration 12Q: 3 clusters Score -4782999 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -4783901.000000 Penalty: 5147.432129
	Iteration 13Q: 3 clusters Score -4783901 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4784393.500000 Penalty: 5147.432129
	Iteration 14Q: 3 clusters Score -4784394 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4784632.000000 Penalty: 5147.432129
	Iteration 15Q: 3 clusters Score -4784632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4784765.000000 Penalty: 5147.432129
	Iteration 16Q: 3 clusters Score -4784765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -4784849.000000 Penalty: 5147.432129
	Iteration 17Q: 3 clusters Score -4784849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4784882.000000 Penalty: 5147.432129
	Iteration 18Q: 3 clusters Score -4784882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4784907.000000 Penalty: 5147.432129
	Iteration 19Q: 3 clusters Score -4784907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4784919.000000 Penalty: 5147.432129
	Iteration 20F: 3 clusters Score -4784919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4784931.000000 Penalty: 5147.432129
	Iteration 21Q: 3 clusters Score -4784931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4784945.500000 Penalty: 5147.432129
	Iteration 22Q: 3 clusters Score -4784946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4784961.500000 Penalty: 5147.432129
	Iteration 23Q: 3 clusters Score -4784962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4784967.000000 Penalty: 5147.432129
	Iteration 24Q: 3 clusters Score -4784967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4784977.500000 Penalty: 5147.432129
	Iteration 25Q: 3 clusters Score -4784978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4784984.500000 Penalty: 5147.432129
	Iteration 26Q: 3 clusters Score -4784984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -4784992.500000 Penalty: 5147.432129
	Iteration 27Q: 3 clusters Score -4784992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4784998.500000 Penalty: 5147.432129
	Iteration 28Q: 3 clusters Score -4784998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4785000.000000 Penalty: 5147.432129
	Iteration 29Q: 3 clusters Score -4785000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4785001.000000 Penalty: 5147.432129
	Iteration 30Q: 3 clusters Score -4785001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4785003.000000 Penalty: 5147.432129
	Iteration 31Q: 3 clusters Score -4785003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4785009.500000 Penalty: 5147.432129
	Iteration 32Q: 3 clusters Score -4785010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4785014.500000 Penalty: 5147.432129
	Iteration 33Q: 3 clusters Score -4785014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -4785020.000000 Penalty: 5147.432129
	Iteration 34Q: 3 clusters Score -4785020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4785018.500000 Penalty: 5147.432129
	Iteration 35Q: 3 clusters Score -4785018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -4785017.500000 Penalty: 5147.432129
	Iteration 36Q: 3 clusters Score -4785018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4785026.000000 Penalty: 5147.432129
	Iteration 37Q: 3 clusters Score -4785026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4785026.000000 Penalty: 5147.432129
	Iteration 38F: 3 clusters Score -4785026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -59347.906250 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -59347.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58037.667969 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -58037.67 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58394.960938 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -58394.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58619.140625 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -58619.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58798.523438 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -58798.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58903.300781 Penalty: 3075.452393
	Iteration 4Q: 3 clusters Score -58903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58941.265625 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -58941.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58960.527344 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -58960.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58968.156250 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -58968.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58969.457031 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -58969.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58969.457031 Penalty: 3075.452393
	Iteration 9F: 3 clusters Score -58969.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Entering Unmasked Estep 
Score: -2462059.750000 Penalty: 2409.660889
	Iteration 0F: 2 clusters Score -2462060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2450152.500000 Penalty: 4819.321777
	Iteration 0F: 3 clusters Score -2450152 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2454022.750000 Penalty: 4819.321777
	Iteration 1F: 3 clusters Score -2454023 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2454495.000000 Penalty: 4819.321777
	Iteration 2F: 3 clusters Score -2454495 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2454918.500000 Penalty: 4819.321777
	Iteration 3F: 3 clusters Score -2454918 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2455258.750000 Penalty: 4819.321777
	Iteration 4Q: 3 clusters Score -2455259 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2455630.000000 Penalty: 4819.321777
	Iteration 5Q: 3 clusters Score -2455630 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2456085.500000 Penalty: 4819.321777
	Iteration 6Q: 3 clusters Score -2456086 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2456569.750000 Penalty: 4819.321777
	Iteration 7Q: 3 clusters Score -2456570 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2457098.250000 Penalty: 4819.321777
	Iteration 8F: 3 clusters Score -2457098 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2457690.500000 Penalty: 4819.321777
	Iteration 9F: 3 clusters Score -2457690 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2458257.250000 Penalty: 4819.321777
	Iteration 10F: 3 clusters Score -2458257 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2458690.500000 Penalty: 4819.321777
	Iteration 11Q: 3 clusters Score -2458690 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2458976.750000 Penalty: 4819.321777
	Iteration 12Q: 3 clusters Score -2458977 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2459183.000000 Penalty: 4819.321777
	Iteration 13Q: 3 clusters Score -2459183 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -2459335.000000 Penalty: 4819.321777
	Iteration 14Q: 3 clusters Score -2459335 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2459430.250000 Penalty: 4819.321777
	Iteration 15Q: 3 clusters Score -2459430 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2459527.000000 Penalty: 4819.321777
	Iteration 16Q: 3 clusters Score -2459527 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2459598.500000 Penalty: 4819.321777
	Iteration 17Q: 3 clusters Score -2459598 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -2459638.000000 Penalty: 4819.321777
	Iteration 18Q: 3 clusters Score -2459638 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2459669.750000 Penalty: 4819.321777
	Iteration 19Q: 3 clusters Score -2459670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2459697.000000 Penalty: 4819.321777
	Iteration 20F: 3 clusters Score -2459697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -2459719.000000 Penalty: 4819.321777
	Iteration 21Q: 3 clusters Score -2459719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2459744.750000 Penalty: 4819.321777
	Iteration 22Q: 3 clusters Score -2459745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2459760.250000 Penalty: 4819.321777
	Iteration 23Q: 3 clusters Score -2459760 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2459770.500000 Penalty: 4819.321777
	Iteration 24Q: 3 clusters Score -2459770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2459787.000000 Penalty: 4819.321777
	Iteration 25Q: 3 clusters Score -2459787 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2459806.250000 Penalty: 4819.321777
	Iteration 26Q: 3 clusters Score -2459806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -2459822.750000 Penalty: 4819.321777
	Iteration 27Q: 3 clusters Score -2459823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2459833.750000 Penalty: 4819.321777
	Iteration 28Q: 3 clusters Score -2459834 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2459855.500000 Penalty: 4819.321777
	Iteration 29Q: 3 clusters Score -2459856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2459862.250000 Penalty: 4819.321777
	Iteration 30Q: 3 clusters Score -2459862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2459872.250000 Penalty: 4819.321777
	Iteration 31Q: 3 clusters Score -2459872 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2459880.250000 Penalty: 4819.321777
	Iteration 32Q: 3 clusters Score -2459880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2459893.000000 Penalty: 4819.321777
	Iteration 33Q: 3 clusters Score -2459893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2459900.250000 Penalty: 4819.321777
	Iteration 34Q: 3 clusters Score -2459900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2459903.750000 Penalty: 4819.321777
	Iteration 35Q: 3 clusters Score -2459904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2459899.250000 Penalty: 4819.321777
	Iteration 36Q: 3 clusters Score -2459899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2459903.750000 Penalty: 4819.321777
	Iteration 37Q: 3 clusters Score -2459904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2459904.000000 Penalty: 4819.321777
	Iteration 38Q: 3 clusters Score -2459904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2459907.000000 Penalty: 4819.321777
	Iteration 39Q: 3 clusters Score -2459907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2459911.500000 Penalty: 4819.321777
	Iteration 40F: 3 clusters Score -2459912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2459915.500000 Penalty: 4819.321777
	Iteration 41Q: 3 clusters Score -2459916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2459919.000000 Penalty: 4819.321777
	Iteration 42Q: 3 clusters Score -2459919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2459922.750000 Penalty: 4819.321777
	Iteration 43Q: 3 clusters Score -2459923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2459922.250000 Penalty: 4819.321777
	Iteration 44Q: 3 clusters Score -2459922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2459923.750000 Penalty: 4819.321777
	Iteration 45Q: 3 clusters Score -2459924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2459921.750000 Penalty: 4819.321777
	Iteration 46Q: 3 clusters Score -2459922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2459926.750000 Penalty: 4819.321777
	Iteration 47Q: 3 clusters Score -2459927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2459919.250000 Penalty: 4819.321777
	Iteration 48Q: 3 clusters Score -2459919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2459920.500000 Penalty: 4819.321777
	Iteration 49Q: 3 clusters Score -2459920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2459925.500000 Penalty: 4819.321777
	Iteration 50Q: 3 clusters Score -2459926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2459922.750000 Penalty: 4819.321777
	Iteration 51Q: 3 clusters Score -2459923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2459917.000000 Penalty: 4819.321777
	Iteration 52Q: 3 clusters Score -2459917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2459922.000000 Penalty: 4819.321777
	Iteration 53Q: 3 clusters Score -2459922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2459925.000000 Penalty: 4819.321777
	Iteration 54Q: 3 clusters Score -2459925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2459923.250000 Penalty: 4819.321777
	Iteration 55Q: 3 clusters Score -2459923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2459931.250000 Penalty: 4819.321777
	Iteration 56Q: 3 clusters Score -2459931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2459932.250000 Penalty: 4819.321777
	Iteration 57Q: 3 clusters Score -2459932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2459938.500000 Penalty: 4819.321777
	Iteration 58Q: 3 clusters Score -2459938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2459938.250000 Penalty: 4819.321777
	Iteration 59Q: 3 clusters Score -2459938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2459936.000000 Penalty: 4819.321777
	Iteration 60F: 3 clusters Score -2459936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2459939.000000 Penalty: 4819.321777
	Iteration 61Q: 3 clusters Score -2459939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2459943.500000 Penalty: 4819.321777
	Iteration 62Q: 3 clusters Score -2459944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2459939.500000 Penalty: 4819.321777
	Iteration 63Q: 3 clusters Score -2459940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2459942.000000 Penalty: 4819.321777
	Iteration 64Q: 3 clusters Score -2459942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2459947.000000 Penalty: 4819.321777
	Iteration 65Q: 3 clusters Score -2459947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2459949.750000 Penalty: 4819.321777
	Iteration 66Q: 3 clusters Score -2459950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2459949.000000 Penalty: 4819.321777
	Iteration 67Q: 3 clusters Score -2459949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2459944.750000 Penalty: 4819.321777
	Iteration 68Q: 3 clusters Score -2459945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2459945.250000 Penalty: 4819.321777
	Iteration 69Q: 3 clusters Score -2459945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2459942.500000 Penalty: 4819.321777
	Iteration 70Q: 3 clusters Score -2459942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2459939.500000 Penalty: 4819.321777
	Iteration 71Q: 3 clusters Score -2459940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2459944.500000 Penalty: 4819.321777
	Iteration 72Q: 3 clusters Score -2459944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2459944.750000 Penalty: 4819.321777
	Iteration 73Q: 3 clusters Score -2459945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2459947.750000 Penalty: 4819.321777
	Iteration 74Q: 3 clusters Score -2459948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2459949.500000 Penalty: 4819.321777
	Iteration 75Q: 3 clusters Score -2459950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2459948.000000 Penalty: 4819.321777
	Iteration 76Q: 3 clusters Score -2459948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2459948.000000 Penalty: 4819.321777
	Iteration 77F: 3 clusters Score -2459948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Entering Unmasked Estep 
Score: -8387598.000000 Penalty: 2727.866943
	Iteration 0F: 2 clusters Score -8387598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -8347347.500000 Penalty: 5455.733887
	Iteration 0F: 3 clusters Score -8347348 nChanged 27863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -8363202.500000 Penalty: 5455.733887
	Iteration 1F: 3 clusters Score -8363202 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8364191.000000 Penalty: 5455.733887
	Iteration 2Q: 3 clusters Score -8364191 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -8365320.000000 Penalty: 5455.733887
	Iteration 3Q: 3 clusters Score -8365320 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8366661.000000 Penalty: 5455.733887
	Iteration 4Q: 3 clusters Score -8366661 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -8368399.500000 Penalty: 5455.733887
	Iteration 5F: 3 clusters Score -8368400 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -8370192.500000 Penalty: 5455.733887
	Iteration 6F: 3 clusters Score -8370192 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8371780.000000 Penalty: 5455.733887
	Iteration 7F: 3 clusters Score -8371780 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -8372943.500000 Penalty: 5455.733887
	Iteration 8Q: 3 clusters Score -8372944 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -8373794.000000 Penalty: 5455.733887
	Iteration 9Q: 3 clusters Score -8373794 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -8374320.000000 Penalty: 5455.733887
	Iteration 10Q: 3 clusters Score -8374320 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8374768.000000 Penalty: 5455.733887
	Iteration 11Q: 3 clusters Score -8374768 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8375114.500000 Penalty: 5455.733887
	Iteration 12Q: 3 clusters Score -8375114 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8375452.000000 Penalty: 5455.733887
	Iteration 13Q: 3 clusters Score -8375452 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8375720.500000 Penalty: 5455.733887
	Iteration 14Q: 3 clusters Score -8375720 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8375992.500000 Penalty: 5455.733887
	Iteration 15Q: 3 clusters Score -8375992 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -8376392.500000 Penalty: 5455.733887
	Iteration 16Q: 3 clusters Score -8376392 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -8376920.500000 Penalty: 5455.733887
	Iteration 17Q: 3 clusters Score -8376920 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -8377563.000000 Penalty: 5455.733887
	Iteration 18Q: 3 clusters Score -8377563 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -8378228.000000 Penalty: 5455.733887
	Iteration 19Q: 3 clusters Score -8378228 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -8379040.500000 Penalty: 5455.733887
	Iteration 20F: 3 clusters Score -8379040 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -8379898.000000 Penalty: 5455.733887
	Iteration 21Q: 3 clusters Score -8379898 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8380789.000000 Penalty: 5455.733887
	Iteration 22Q: 3 clusters Score -8380789 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -8381664.000000 Penalty: 5455.733887
	Iteration 23Q: 3 clusters Score -8381664 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52447 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -8382499.000000 Penalty: 5455.733887
	Iteration 24Q: 3 clusters Score -8382499 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8383241.000000 Penalty: 5455.733887
	Iteration 25Q: 3 clusters Score -8383241 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8383837.000000 Penalty: 5455.733887
	Iteration 26Q: 3 clusters Score -8383837 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8384300.500000 Penalty: 5455.733887
	Iteration 27Q: 3 clusters Score -8384300 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8384708.000000 Penalty: 5455.733887
	Iteration 28Q: 3 clusters Score -8384708 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8385078.000000 Penalty: 5455.733887
	Iteration 29Q: 3 clusters Score -8385078 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8385368.500000 Penalty: 5455.733887
	Iteration 30Q: 3 clusters Score -8385368 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8385594.500000 Penalty: 5455.733887
	Iteration 31Q: 3 clusters Score -8385594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8385769.000000 Penalty: 5455.733887
	Iteration 32Q: 3 clusters Score -8385769 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8385901.500000 Penalty: 5455.733887
	Iteration 33Q: 3 clusters Score -8385902 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8386017.500000 Penalty: 5455.733887
	Iteration 34Q: 3 clusters Score -8386018 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8386103.500000 Penalty: 5455.733887
	Iteration 35Q: 3 clusters Score -8386104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8386159.500000 Penalty: 5455.733887
	Iteration 36Q: 3 clusters Score -8386160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8386225.000000 Penalty: 5455.733887
	Iteration 37Q: 3 clusters Score -8386225 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8386274.500000 Penalty: 5455.733887
	Iteration 38Q: 3 clusters Score -8386274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8386293.500000 Penalty: 5455.733887
	Iteration 39Q: 3 clusters Score -8386294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8386319.000000 Penalty: 5455.733887
	Iteration 40F: 3 clusters Score -8386319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8386333.000000 Penalty: 5455.733887
	Iteration 41Q: 3 clusters Score -8386333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8386358.500000 Penalty: 5455.733887
	Iteration 42Q: 3 clusters Score -8386358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8386373.500000 Penalty: 5455.733887
	Iteration 43Q: 3 clusters Score -8386374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8386389.000000 Penalty: 5455.733887
	Iteration 44Q: 3 clusters Score -8386389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8386397.500000 Penalty: 5455.733887
	Iteration 45Q: 3 clusters Score -8386398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8386404.500000 Penalty: 5455.733887
	Iteration 46Q: 3 clusters Score -8386404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8386405.000000 Penalty: 5455.733887
	Iteration 47Q: 3 clusters Score -8386405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58653 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8386419.000000 Penalty: 5455.733887
	Iteration 48Q: 3 clusters Score -8386419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8386428.500000 Penalty: 5455.733887
	Iteration 49Q: 3 clusters Score -8386428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58665 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8386445.500000 Penalty: 5455.733887
	Iteration 50Q: 3 clusters Score -8386446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8386446.500000 Penalty: 5455.733887
	Iteration 51Q: 3 clusters Score -8386446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8386459.500000 Penalty: 5455.733887
	Iteration 52Q: 3 clusters Score -8386460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8386463.500000 Penalty: 5455.733887
	Iteration 53Q: 3 clusters Score -8386464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8386483.500000 Penalty: 5455.733887
	Iteration 54Q: 3 clusters Score -8386484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8386520.000000 Penalty: 5455.733887
	Iteration 55Q: 3 clusters Score -8386520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8386530.500000 Penalty: 5455.733887
	Iteration 56Q: 3 clusters Score -8386530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8386572.000000 Penalty: 5455.733887
	Iteration 57Q: 3 clusters Score -8386572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8386616.000000 Penalty: 5455.733887
	Iteration 58Q: 3 clusters Score -8386616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8386667.500000 Penalty: 5455.733887
	Iteration 59Q: 3 clusters Score -8386668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8386712.000000 Penalty: 5455.733887
	Iteration 60F: 3 clusters Score -8386712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8386755.500000 Penalty: 5455.733887
	Iteration 61Q: 3 clusters Score -8386756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8386775.500000 Penalty: 5455.733887
	Iteration 62Q: 3 clusters Score -8386776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8386795.500000 Penalty: 5455.733887
	Iteration 63Q: 3 clusters Score -8386796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8386811.000000 Penalty: 5455.733887
	Iteration 64Q: 3 clusters Score -8386811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8386818.500000 Penalty: 5455.733887
	Iteration 65Q: 3 clusters Score -8386818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8386825.500000 Penalty: 5455.733887
	Iteration 66Q: 3 clusters Score -8386826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8386833.000000 Penalty: 5455.733887
	Iteration 67Q: 3 clusters Score -8386833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8386838.500000 Penalty: 5455.733887
	Iteration 68Q: 3 clusters Score -8386838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8386837.000000 Penalty: 5455.733887
	Iteration 69Q: 3 clusters Score -8386837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8386833.500000 Penalty: 5455.733887
	Iteration 70Q: 3 clusters Score -8386834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8386842.000000 Penalty: 5455.733887
	Iteration 71Q: 3 clusters Score -8386842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8386842.000000 Penalty: 5455.733887
	Iteration 72Q: 3 clusters Score -8386842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8386842.000000 Penalty: 5455.733887
	Iteration 73Q: 3 clusters Score -8386842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8386842.000000 Penalty: 5455.733887
	Iteration 74F: 3 clusters Score -8386842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Entering Unmasked Estep 
Score: -1642328.750000 Penalty: 2311.782227
	Iteration 0F: 2 clusters Score -1642329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1633876.000000 Penalty: 4623.564453
	Iteration 0F: 3 clusters Score -1633876 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1636366.375000 Penalty: 4623.564453
	Iteration 1F: 3 clusters Score -1636366 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1636636.125000 Penalty: 4623.564453
	Iteration 2F: 3 clusters Score -1636636 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1636823.750000 Penalty: 4623.564453
	Iteration 3Q: 3 clusters Score -1636824 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1636960.125000 Penalty: 4623.564453
	Iteration 4Q: 3 clusters Score -1636960 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1637103.875000 Penalty: 4623.564453
	Iteration 5Q: 3 clusters Score -1637104 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1637262.375000 Penalty: 4623.564453
	Iteration 6Q: 3 clusters Score -1637262 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1637465.625000 Penalty: 4623.564453
	Iteration 7Q: 3 clusters Score -1637466 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1637686.125000 Penalty: 4623.564453
	Iteration 8Q: 3 clusters Score -1637686 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1637941.375000 Penalty: 4623.564453
	Iteration 9Q: 3 clusters Score -1637941 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1638227.375000 Penalty: 4623.564453
	Iteration 10Q: 3 clusters Score -1638227 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1638531.500000 Penalty: 4623.564453
	Iteration 11Q: 3 clusters Score -1638532 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1638784.500000 Penalty: 4623.564453
	Iteration 12Q: 3 clusters Score -1638784 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1638979.625000 Penalty: 4623.564453
	Iteration 13Q: 3 clusters Score -1638980 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1639156.750000 Penalty: 4623.564453
	Iteration 14Q: 3 clusters Score -1639157 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1639320.500000 Penalty: 4623.564453
	Iteration 15Q: 3 clusters Score -1639320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1639474.750000 Penalty: 4623.564453
	Iteration 16Q: 3 clusters Score -1639475 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1639610.625000 Penalty: 4623.564453
	Iteration 17Q: 3 clusters Score -1639611 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1639759.375000 Penalty: 4623.564453
	Iteration 18Q: 3 clusters Score -1639759 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1639909.125000 Penalty: 4623.564453
	Iteration 19Q: 3 clusters Score -1639909 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1640081.875000 Penalty: 4623.564453
	Iteration 20F: 3 clusters Score -1640082 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1640251.750000 Penalty: 4623.564453
	Iteration 21Q: 3 clusters Score -1640252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1640394.875000 Penalty: 4623.564453
	Iteration 22Q: 3 clusters Score -1640395 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1640494.500000 Penalty: 4623.564453
	Iteration 23Q: 3 clusters Score -1640494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1640573.000000 Penalty: 4623.564453
	Iteration 24Q: 3 clusters Score -1640573 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1640641.000000 Penalty: 4623.564453
	Iteration 25Q: 3 clusters Score -1640641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1640689.500000 Penalty: 4623.564453
	Iteration 26Q: 3 clusters Score -1640690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1640735.000000 Penalty: 4623.564453
	Iteration 27Q: 3 clusters Score -1640735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1640776.125000 Penalty: 4623.564453
	Iteration 28Q: 3 clusters Score -1640776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1640807.500000 Penalty: 4623.564453
	Iteration 29Q: 3 clusters Score -1640808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1640832.750000 Penalty: 4623.564453
	Iteration 30Q: 3 clusters Score -1640833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1640846.500000 Penalty: 4623.564453
	Iteration 31Q: 3 clusters Score -1640846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1640861.125000 Penalty: 4623.564453
	Iteration 32Q: 3 clusters Score -1640861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1640868.750000 Penalty: 4623.564453
	Iteration 33Q: 3 clusters Score -1640869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1640873.125000 Penalty: 4623.564453
	Iteration 34Q: 3 clusters Score -1640873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1640878.750000 Penalty: 4623.564453
	Iteration 35Q: 3 clusters Score -1640879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1640886.875000 Penalty: 4623.564453
	Iteration 36Q: 3 clusters Score -1640887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1640889.875000 Penalty: 4623.564453
	Iteration 37Q: 3 clusters Score -1640890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1640890.250000 Penalty: 4623.564453
	Iteration 38Q: 3 clusters Score -1640890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1640891.500000 Penalty: 4623.564453
	Iteration 39Q: 3 clusters Score -1640892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1640898.500000 Penalty: 4623.564453
	Iteration 40F: 3 clusters Score -1640898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1640905.000000 Penalty: 4623.564453
	Iteration 41Q: 3 clusters Score -1640905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1640907.875000 Penalty: 4623.564453
	Iteration 42Q: 3 clusters Score -1640908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1640907.500000 Penalty: 4623.564453
	Iteration 43Q: 3 clusters Score -1640908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1640910.125000 Penalty: 4623.564453
	Iteration 44Q: 3 clusters Score -1640910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1640910.250000 Penalty: 4623.564453
	Iteration 45Q: 3 clusters Score -1640910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1640913.000000 Penalty: 4623.564453
	Iteration 46Q: 3 clusters Score -1640913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1640915.875000 Penalty: 4623.564453
	Iteration 47Q: 3 clusters Score -1640916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1640915.500000 Penalty: 4623.564453
	Iteration 48Q: 3 clusters Score -1640916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1640923.625000 Penalty: 4623.564453
	Iteration 49Q: 3 clusters Score -1640924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1640920.000000 Penalty: 4623.564453
	Iteration 50Q: 3 clusters Score -1640920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1640921.500000 Penalty: 4623.564453
	Iteration 51Q: 3 clusters Score -1640922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1640923.875000 Penalty: 4623.564453
	Iteration 52Q: 3 clusters Score -1640924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1640922.750000 Penalty: 4623.564453
	Iteration 53Q: 3 clusters Score -1640923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1640924.250000 Penalty: 4623.564453
	Iteration 54Q: 3 clusters Score -1640924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1640928.375000 Penalty: 4623.564453
	Iteration 55Q: 3 clusters Score -1640928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1640929.000000 Penalty: 4623.564453
	Iteration 56Q: 3 clusters Score -1640929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1640929.500000 Penalty: 4623.564453
	Iteration 57Q: 3 clusters Score -1640930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1640932.875000 Penalty: 4623.564453
	Iteration 58Q: 3 clusters Score -1640933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1640933.000000 Penalty: 4623.564453
	Iteration 59Q: 3 clusters Score -1640933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1640932.125000 Penalty: 4623.564453
	Iteration 60F: 3 clusters Score -1640932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1640931.750000 Penalty: 4623.564453
	Iteration 61Q: 3 clusters Score -1640932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1640932.250000 Penalty: 4623.564453
	Iteration 62Q: 3 clusters Score -1640932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1640932.250000 Penalty: 4623.564453
	Iteration 63F: 3 clusters Score -1640932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -974928.250000 Penalty: 2197.368652
	Iteration 0F: 2 clusters Score -974928.2 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 3523 members 
Entering Unmasked Estep 
Score: -969178.750000 Penalty: 4394.737305
	Iteration 0F: 3 clusters Score -969178.8 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -970835.625000 Penalty: 4394.737305
	Iteration 1F: 3 clusters Score -970835.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -971302.187500 Penalty: 4394.737305
	Iteration 2F: 3 clusters Score -971302.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -971826.562500 Penalty: 4394.737305
	Iteration 3F: 3 clusters Score -971826.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -972430.500000 Penalty: 4394.737305
	Iteration 4F: 3 clusters Score -972430.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -972895.812500 Penalty: 4394.737305
	Iteration 5F: 3 clusters Score -972895.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -973218.437500 Penalty: 4394.737305
	Iteration 6F: 3 clusters Score -973218.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -973416.812500 Penalty: 4394.737305
	Iteration 7Q: 3 clusters Score -973416.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -973551.562500 Penalty: 4394.737305
	Iteration 8Q: 3 clusters Score -973551.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -973622.937500 Penalty: 4394.737305
	Iteration 9Q: 3 clusters Score -973622.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -973674.500000 Penalty: 4394.737305
	Iteration 10Q: 3 clusters Score -973674.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -973724.687500 Penalty: 4394.737305
	Iteration 11Q: 3 clusters Score -973724.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -973764.250000 Penalty: 4394.737305
	Iteration 12Q: 3 clusters Score -973764.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -973792.062500 Penalty: 4394.737305
	Iteration 13Q: 3 clusters Score -973792.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -973812.500000 Penalty: 4394.737305
	Iteration 14Q: 3 clusters Score -973812.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -973827.625000 Penalty: 4394.737305
	Iteration 15Q: 3 clusters Score -973827.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -973840.375000 Penalty: 4394.737305
	Iteration 16Q: 3 clusters Score -973840.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -973850.187500 Penalty: 4394.737305
	Iteration 17Q: 3 clusters Score -973850.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -973862.375000 Penalty: 4394.737305
	Iteration 18Q: 3 clusters Score -973862.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -973871.250000 Penalty: 4394.737305
	Iteration 19Q: 3 clusters Score -973871.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -973882.250000 Penalty: 4394.737305
	Iteration 20F: 3 clusters Score -973882.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -973894.125000 Penalty: 4394.737305
	Iteration 21Q: 3 clusters Score -973894.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -973901.562500 Penalty: 4394.737305
	Iteration 22Q: 3 clusters Score -973901.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -973915.562500 Penalty: 4394.737305
	Iteration 23Q: 3 clusters Score -973915.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -973932.500000 Penalty: 4394.737305
	Iteration 24Q: 3 clusters Score -973932.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -973945.437500 Penalty: 4394.737305
	Iteration 25Q: 3 clusters Score -973945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -973960.250000 Penalty: 4394.737305
	Iteration 26Q: 3 clusters Score -973960.2 nChanged 30
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: -973969.812500 Penalty: 4394.737305
	Iteration 27Q: 3 clusters Score -973969.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -973981.125000 Penalty: 4394.737305
	Iteration 28Q: 3 clusters Score -973981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -973992.375000 Penalty: 4394.737305
	Iteration 29Q: 3 clusters Score -973992.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -974013.750000 Penalty: 4394.737305
	Iteration 30Q: 3 clusters Score -974013.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -974043.062500 Penalty: 4394.737305
	Iteration 31Q: 3 clusters Score -974043.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -974063.000000 Penalty: 4394.737305
	Iteration 32Q: 3 clusters Score -974063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -974086.875000 Penalty: 4394.737305
	Iteration 33Q: 3 clusters Score -974086.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -974118.687500 Penalty: 4394.737305
	Iteration 34Q: 3 clusters Score -974118.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -974154.375000 Penalty: 4394.737305
	Iteration 35Q: 3 clusters Score -974154.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -974187.125000 Penalty: 4394.737305
	Iteration 36Q: 3 clusters Score -974187.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -974234.687500 Penalty: 4394.737305
	Iteration 37Q: 3 clusters Score -974234.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -974267.250000 Penalty: 4394.737305
	Iteration 38Q: 3 clusters Score -974267.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -974289.062500 Penalty: 4394.737305
	Iteration 39Q: 3 clusters Score -974289.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -974312.250000 Penalty: 4394.737305
	Iteration 40F: 3 clusters Score -974312.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -974334.437500 Penalty: 4394.737305
	Iteration 41Q: 3 clusters Score -974334.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -974349.937500 Penalty: 4394.737305
	Iteration 42Q: 3 clusters Score -974349.9 nChanged 33
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: -974362.187500 Penalty: 4394.737305
	Iteration 43Q: 3 clusters Score -974362.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -974375.687500 Penalty: 4394.737305
	Iteration 44Q: 3 clusters Score -974375.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -974392.062500 Penalty: 4394.737305
	Iteration 45Q: 3 clusters Score -974392.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -974408.625000 Penalty: 4394.737305
	Iteration 46Q: 3 clusters Score -974408.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -974423.437500 Penalty: 4394.737305
	Iteration 47Q: 3 clusters Score -974423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -974436.625000 Penalty: 4394.737305
	Iteration 48Q: 3 clusters Score -974436.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -974444.250000 Penalty: 4394.737305
	Iteration 49Q: 3 clusters Score -974444.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -974448.937500 Penalty: 4394.737305
	Iteration 50Q: 3 clusters Score -974448.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -974456.312500 Penalty: 4394.737305
	Iteration 51Q: 3 clusters Score -974456.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -974460.687500 Penalty: 4394.737305
	Iteration 52Q: 3 clusters Score -974460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -974464.062500 Penalty: 4394.737305
	Iteration 53Q: 3 clusters Score -974464.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -974467.562500 Penalty: 4394.737305
	Iteration 54Q: 3 clusters Score -974467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -974469.937500 Penalty: 4394.737305
	Iteration 55Q: 3 clusters Score -974469.9 nChanged 14
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: -974474.562500 Penalty: 4394.737305
	Iteration 56Q: 3 clusters Score -974474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -974476.500000 Penalty: 4394.737305
	Iteration 57Q: 3 clusters Score -974476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -974477.312500 Penalty: 4394.737305
	Iteration 58Q: 3 clusters Score -974477.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -974480.750000 Penalty: 4394.737305
	Iteration 59Q: 3 clusters Score -974480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -974482.062500 Penalty: 4394.737305
	Iteration 60F: 3 clusters Score -974482.1 nChanged 1
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: -974482.875000 Penalty: 4394.737305
	Iteration 61Q: 3 clusters Score -974482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -974482.250000 Penalty: 4394.737305
	Iteration 62Q: 3 clusters Score -974482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -974481.625000 Penalty: 4394.737305
	Iteration 63Q: 3 clusters Score -974481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -974481.625000 Penalty: 4394.737305
	Iteration 64F: 3 clusters Score -974481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Entering Unmasked Estep 
Score: -111965.921875 Penalty: 1705.569458
	Iteration 0F: 2 clusters Score -111965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -110214.195312 Penalty: 3411.138916
	Iteration 0F: 3 clusters Score -110214.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110777.085938 Penalty: 3411.138916
	Iteration 1F: 3 clusters Score -110777.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -111316.390625 Penalty: 3411.138916
	Iteration 2F: 3 clusters Score -111316.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -111551.226562 Penalty: 3411.138916
	Iteration 3F: 3 clusters Score -111551.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -111755.265625 Penalty: 3411.138916
	Iteration 4Q: 3 clusters Score -111755.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -111902.328125 Penalty: 3411.138916
	Iteration 5Q: 3 clusters Score -111902.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -111971.085938 Penalty: 3411.138916
	Iteration 6Q: 3 clusters Score -111971.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -112012.054688 Penalty: 3411.138916
	Iteration 7Q: 3 clusters Score -112012.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -112025.320312 Penalty: 3411.138916
	Iteration 8Q: 3 clusters Score -112025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -112037.968750 Penalty: 3411.138916
	Iteration 9Q: 3 clusters Score -112038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112043.625000 Penalty: 3411.138916
	Iteration 10Q: 3 clusters Score -112043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -112047.875000 Penalty: 3411.138916
	Iteration 11Q: 3 clusters Score -112047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -112050.726562 Penalty: 3411.138916
	Iteration 12Q: 3 clusters Score -112050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -112053.406250 Penalty: 3411.138916
	Iteration 13Q: 3 clusters Score -112053.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112058.781250 Penalty: 3411.138916
	Iteration 14Q: 3 clusters Score -112058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112062.203125 Penalty: 3411.138916
	Iteration 15Q: 3 clusters Score -112062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -112062.203125 Penalty: 3411.138916
	Iteration 16F: 3 clusters Score -112062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 278 members 
Entering Unmasked Estep 
Score: -115037248.000000 Penalty: 155103.640625
Splitting cluster 18 changes total score from -115038704.000000 to -115037248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -1269578.375000 Penalty: 2249.199463
	Iteration 0F: 2 clusters Score -1269578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1262689.250000 Penalty: 4498.398926
	Iteration 0F: 3 clusters Score -1262689 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1264683.875000 Penalty: 4498.398926
	Iteration 1F: 3 clusters Score -1264684 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1264928.875000 Penalty: 4498.398926
	Iteration 2F: 3 clusters Score -1264929 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1265123.000000 Penalty: 4498.398926
	Iteration 3Q: 3 clusters Score -1265123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1265282.375000 Penalty: 4498.398926
	Iteration 4Q: 3 clusters Score -1265282 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1265423.750000 Penalty: 4498.398926
	Iteration 5Q: 3 clusters Score -1265424 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1265541.875000 Penalty: 4498.398926
	Iteration 6Q: 3 clusters Score -1265542 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1265649.625000 Penalty: 4498.398926
	Iteration 7Q: 3 clusters Score -1265650 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1265741.750000 Penalty: 4498.398926
	Iteration 8Q: 3 clusters Score -1265742 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1265851.750000 Penalty: 4498.398926
	Iteration 9Q: 3 clusters Score -1265852 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1265970.750000 Penalty: 4498.398926
	Iteration 10Q: 3 clusters Score -1265971 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1266101.500000 Penalty: 4498.398926
	Iteration 11Q: 3 clusters Score -1266102 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1266227.250000 Penalty: 4498.398926
	Iteration 12Q: 3 clusters Score -1266227 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1266357.375000 Penalty: 4498.398926
	Iteration 13Q: 3 clusters Score -1266357 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1266489.500000 Penalty: 4498.398926
	Iteration 14Q: 3 clusters Score -1266490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1266604.875000 Penalty: 4498.398926
	Iteration 15Q: 3 clusters Score -1266605 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1266718.250000 Penalty: 4498.398926
	Iteration 16Q: 3 clusters Score -1266718 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1266853.750000 Penalty: 4498.398926
	Iteration 17Q: 3 clusters Score -1266854 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1266953.125000 Penalty: 4498.398926
	Iteration 18Q: 3 clusters Score -1266953 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1267049.750000 Penalty: 4498.398926
	Iteration 19Q: 3 clusters Score -1267050 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1267129.875000 Penalty: 4498.398926
	Iteration 20F: 3 clusters Score -1267130 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1267204.125000 Penalty: 4498.398926
	Iteration 21Q: 3 clusters Score -1267204 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1267274.625000 Penalty: 4498.398926
	Iteration 22Q: 3 clusters Score -1267275 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1267335.500000 Penalty: 4498.398926
	Iteration 23Q: 3 clusters Score -1267336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1267399.125000 Penalty: 4498.398926
	Iteration 24Q: 3 clusters Score -1267399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1267470.125000 Penalty: 4498.398926
	Iteration 25Q: 3 clusters Score -1267470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1267526.750000 Penalty: 4498.398926
	Iteration 26Q: 3 clusters Score -1267527 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1267598.375000 Penalty: 4498.398926
	Iteration 27Q: 3 clusters Score -1267598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1267665.750000 Penalty: 4498.398926
	Iteration 28Q: 3 clusters Score -1267666 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1267735.000000 Penalty: 4498.398926
	Iteration 29Q: 3 clusters Score -1267735 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1267802.500000 Penalty: 4498.398926
	Iteration 30Q: 3 clusters Score -1267802 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1267878.875000 Penalty: 4498.398926
	Iteration 31Q: 3 clusters Score -1267879 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1267959.125000 Penalty: 4498.398926
	Iteration 32Q: 3 clusters Score -1267959 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1268020.875000 Penalty: 4498.398926
	Iteration 33Q: 3 clusters Score -1268021 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1268069.125000 Penalty: 4498.398926
	Iteration 34Q: 3 clusters Score -1268069 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1268119.375000 Penalty: 4498.398926
	Iteration 35Q: 3 clusters Score -1268119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1268166.500000 Penalty: 4498.398926
	Iteration 36Q: 3 clusters Score -1268166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1268204.875000 Penalty: 4498.398926
	Iteration 37Q: 3 clusters Score -1268205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1268231.500000 Penalty: 4498.398926
	Iteration 38Q: 3 clusters Score -1268232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1268252.500000 Penalty: 4498.398926
	Iteration 39Q: 3 clusters Score -1268252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1268266.750000 Penalty: 4498.398926
	Iteration 40F: 3 clusters Score -1268267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1268278.750000 Penalty: 4498.398926
	Iteration 41Q: 3 clusters Score -1268279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1268292.125000 Penalty: 4498.398926
	Iteration 42Q: 3 clusters Score -1268292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1268304.750000 Penalty: 4498.398926
	Iteration 43Q: 3 clusters Score -1268305 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1268317.500000 Penalty: 4498.398926
	Iteration 44Q: 3 clusters Score -1268318 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1268330.875000 Penalty: 4498.398926
	Iteration 45Q: 3 clusters Score -1268331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1268346.500000 Penalty: 4498.398926
	Iteration 46Q: 3 clusters Score -1268346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1268360.375000 Penalty: 4498.398926
	Iteration 47Q: 3 clusters Score -1268360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1268360.125000 Penalty: 4498.398926
	Iteration 48Q: 3 clusters Score -1268360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1268367.125000 Penalty: 4498.398926
	Iteration 49Q: 3 clusters Score -1268367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1268370.875000 Penalty: 4498.398926
	Iteration 50Q: 3 clusters Score -1268371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1268376.000000 Penalty: 4498.398926
	Iteration 51Q: 3 clusters Score -1268376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1268378.750000 Penalty: 4498.398926
	Iteration 52Q: 3 clusters Score -1268379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1268382.000000 Penalty: 4498.398926
	Iteration 53Q: 3 clusters Score -1268382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1268387.125000 Penalty: 4498.398926
	Iteration 54Q: 3 clusters Score -1268387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1268388.500000 Penalty: 4498.398926
	Iteration 55Q: 3 clusters Score -1268388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1268395.375000 Penalty: 4498.398926
	Iteration 56Q: 3 clusters Score -1268395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1268396.375000 Penalty: 4498.398926
	Iteration 57Q: 3 clusters Score -1268396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1268395.250000 Penalty: 4498.398926
	Iteration 58Q: 3 clusters Score -1268395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1268398.625000 Penalty: 4498.398926
	Iteration 59Q: 3 clusters Score -1268399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1268398.875000 Penalty: 4498.398926
	Iteration 60F: 3 clusters Score -1268399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1268399.500000 Penalty: 4498.398926
	Iteration 61Q: 3 clusters Score -1268400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1268405.125000 Penalty: 4498.398926
	Iteration 62Q: 3 clusters Score -1268405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1268406.125000 Penalty: 4498.398926
	Iteration 63Q: 3 clusters Score -1268406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1268405.125000 Penalty: 4498.398926
	Iteration 64Q: 3 clusters Score -1268405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1268405.125000 Penalty: 4498.398926
	Iteration 65Q: 3 clusters Score -1268405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1268407.625000 Penalty: 4498.398926
	Iteration 66Q: 3 clusters Score -1268408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1268408.375000 Penalty: 4498.398926
	Iteration 67Q: 3 clusters Score -1268408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1268409.750000 Penalty: 4498.398926
	Iteration 68Q: 3 clusters Score -1268410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1268412.125000 Penalty: 4498.398926
	Iteration 69Q: 3 clusters Score -1268412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1268412.625000 Penalty: 4498.398926
	Iteration 70Q: 3 clusters Score -1268413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1268415.625000 Penalty: 4498.398926
	Iteration 71Q: 3 clusters Score -1268416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1268418.625000 Penalty: 4498.398926
	Iteration 72Q: 3 clusters Score -1268419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1268417.250000 Penalty: 4498.398926
	Iteration 73Q: 3 clusters Score -1268417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1268418.000000 Penalty: 4498.398926
	Iteration 74Q: 3 clusters Score -1268418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1268418.875000 Penalty: 4498.398926
	Iteration 75Q: 3 clusters Score -1268419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1268420.375000 Penalty: 4498.398926
	Iteration 76Q: 3 clusters Score -1268420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1268421.000000 Penalty: 4498.398926
	Iteration 77Q: 3 clusters Score -1268421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1268421.000000 Penalty: 4498.398926
	Iteration 78F: 3 clusters Score -1268421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1607222.875000 Penalty: 2302.860107
	Iteration 0F: 2 clusters Score -1607223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1599006.875000 Penalty: 4605.720215
	Iteration 0F: 3 clusters Score -1599007 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1601408.000000 Penalty: 4605.720215
	Iteration 1F: 3 clusters Score -1601408 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1601805.000000 Penalty: 4605.720215
	Iteration 2F: 3 clusters Score -1601805 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1602142.750000 Penalty: 4605.720215
	Iteration 3F: 3 clusters Score -1602143 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1602515.750000 Penalty: 4605.720215
	Iteration 4F: 3 clusters Score -1602516 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1602890.125000 Penalty: 4605.720215
	Iteration 5F: 3 clusters Score -1602890 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1603289.625000 Penalty: 4605.720215
	Iteration 6F: 3 clusters Score -1603290 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1603732.125000 Penalty: 4605.720215
	Iteration 7F: 3 clusters Score -1603732 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1604213.125000 Penalty: 4605.720215
	Iteration 8F: 3 clusters Score -1604213 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1604669.250000 Penalty: 4605.720215
	Iteration 9F: 3 clusters Score -1604669 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1605113.000000 Penalty: 4605.720215
	Iteration 10Q: 3 clusters Score -1605113 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1605499.750000 Penalty: 4605.720215
	Iteration 11Q: 3 clusters Score -1605500 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1605820.500000 Penalty: 4605.720215
	Iteration 12Q: 3 clusters Score -1605820 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1606073.125000 Penalty: 4605.720215
	Iteration 13Q: 3 clusters Score -1606073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1606219.125000 Penalty: 4605.720215
	Iteration 14Q: 3 clusters Score -1606219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1606323.000000 Penalty: 4605.720215
	Iteration 15Q: 3 clusters Score -1606323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1606372.875000 Penalty: 4605.720215
	Iteration 16Q: 3 clusters Score -1606373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1606388.875000 Penalty: 4605.720215
	Iteration 17Q: 3 clusters Score -1606389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1606397.750000 Penalty: 4605.720215
	Iteration 18Q: 3 clusters Score -1606398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1606402.500000 Penalty: 4605.720215
	Iteration 19Q: 3 clusters Score -1606402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1606406.000000 Penalty: 4605.720215
	Iteration 20F: 3 clusters Score -1606406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1606408.375000 Penalty: 4605.720215
	Iteration 21Q: 3 clusters Score -1606408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1606410.250000 Penalty: 4605.720215
	Iteration 22Q: 3 clusters Score -1606410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1606412.250000 Penalty: 4605.720215
	Iteration 23Q: 3 clusters Score -1606412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1606412.125000 Penalty: 4605.720215
	Iteration 24Q: 3 clusters Score -1606412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1606412.250000 Penalty: 4605.720215
	Iteration 25Q: 3 clusters Score -1606412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1606411.625000 Penalty: 4605.720215
	Iteration 26Q: 3 clusters Score -1606412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1606412.500000 Penalty: 4605.720215
	Iteration 27Q: 3 clusters Score -1606412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1606412.500000 Penalty: 4605.720215
	Iteration 28Q: 3 clusters Score -1606412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1606416.250000 Penalty: 4605.720215
	Iteration 29Q: 3 clusters Score -1606416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1606415.250000 Penalty: 4605.720215
	Iteration 30Q: 3 clusters Score -1606415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1606414.500000 Penalty: 4605.720215
	Iteration 31Q: 3 clusters Score -1606414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1606415.500000 Penalty: 4605.720215
	Iteration 32Q: 3 clusters Score -1606416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1606415.500000 Penalty: 4605.720215
	Iteration 33F: 3 clusters Score -1606416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -830516.500000 Penalty: 2174.259033
	Iteration 0F: 2 clusters Score -830516.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -825133.875000 Penalty: 4348.518066
	Iteration 0F: 3 clusters Score -825133.9 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -827111.312500 Penalty: 4348.518066
	Iteration 1F: 3 clusters Score -827111.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -828032.375000 Penalty: 4348.518066
	Iteration 2F: 3 clusters Score -828032.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -828953.750000 Penalty: 4348.518066
	Iteration 3F: 3 clusters Score -828953.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -829716.062500 Penalty: 4348.518066
	Iteration 4F: 3 clusters Score -829716.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -830217.437500 Penalty: 4348.518066
	Iteration 5F: 3 clusters Score -830217.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -830483.812500 Penalty: 4348.518066
	Iteration 6Q: 3 clusters Score -830483.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -830671.937500 Penalty: 4348.518066
	Iteration 7Q: 3 clusters Score -830671.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -830778.312500 Penalty: 4348.518066
	Iteration 8Q: 3 clusters Score -830778.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -830832.250000 Penalty: 4348.518066
	Iteration 9Q: 3 clusters Score -830832.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -830870.937500 Penalty: 4348.518066
	Iteration 10Q: 3 clusters Score -830870.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -830893.125000 Penalty: 4348.518066
	Iteration 11Q: 3 clusters Score -830893.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -830904.625000 Penalty: 4348.518066
	Iteration 12Q: 3 clusters Score -830904.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -830914.437500 Penalty: 4348.518066
	Iteration 13Q: 3 clusters Score -830914.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -830924.125000 Penalty: 4348.518066
	Iteration 14Q: 3 clusters Score -830924.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -830928.250000 Penalty: 4348.518066
	Iteration 15Q: 3 clusters Score -830928.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -830935.187500 Penalty: 4348.518066
	Iteration 16Q: 3 clusters Score -830935.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -830942.187500 Penalty: 4348.518066
	Iteration 17Q: 3 clusters Score -830942.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -830947.937500 Penalty: 4348.518066
	Iteration 18Q: 3 clusters Score -830947.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -830950.062500 Penalty: 4348.518066
	Iteration 19Q: 3 clusters Score -830950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -830953.250000 Penalty: 4348.518066
	Iteration 20F: 3 clusters Score -830953.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -830956.562500 Penalty: 4348.518066
	Iteration 21Q: 3 clusters Score -830956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -830959.500000 Penalty: 4348.518066
	Iteration 22Q: 3 clusters Score -830959.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -830961.125000 Penalty: 4348.518066
	Iteration 23Q: 3 clusters Score -830961.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -830963.187500 Penalty: 4348.518066
	Iteration 24Q: 3 clusters Score -830963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -830964.187500 Penalty: 4348.518066
	Iteration 25Q: 3 clusters Score -830964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -830966.125000 Penalty: 4348.518066
	Iteration 26Q: 3 clusters Score -830966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -830967.250000 Penalty: 4348.518066
	Iteration 27Q: 3 clusters Score -830967.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -830972.062500 Penalty: 4348.518066
	Iteration 28Q: 3 clusters Score -830972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -830978.937500 Penalty: 4348.518066
	Iteration 29Q: 3 clusters Score -830978.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -830988.437500 Penalty: 4348.518066
	Iteration 30Q: 3 clusters Score -830988.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -831009.000000 Penalty: 4348.518066
	Iteration 31Q: 3 clusters Score -831009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -831026.187500 Penalty: 4348.518066
	Iteration 32Q: 3 clusters Score -831026.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -831036.437500 Penalty: 4348.518066
	Iteration 33Q: 3 clusters Score -831036.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -831041.125000 Penalty: 4348.518066
	Iteration 34Q: 3 clusters Score -831041.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -831045.187500 Penalty: 4348.518066
	Iteration 35Q: 3 clusters Score -831045.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -831048.125000 Penalty: 4348.518066
	Iteration 36Q: 3 clusters Score -831048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -831055.000000 Penalty: 4348.518066
	Iteration 37Q: 3 clusters Score -831055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -831055.375000 Penalty: 4348.518066
	Iteration 38Q: 3 clusters Score -831055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -831055.312500 Penalty: 4348.518066
	Iteration 39Q: 3 clusters Score -831055.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -831057.250000 Penalty: 4348.518066
	Iteration 40F: 3 clusters Score -831057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -831057.437500 Penalty: 4348.518066
	Iteration 41Q: 3 clusters Score -831057.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -831061.625000 Penalty: 4348.518066
	Iteration 42Q: 3 clusters Score -831061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -831062.187500 Penalty: 4348.518066
	Iteration 43Q: 3 clusters Score -831062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -831063.750000 Penalty: 4348.518066
	Iteration 44Q: 3 clusters Score -831063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -831063.750000 Penalty: 4348.518066
	Iteration 45Q: 3 clusters Score -831063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -831064.437500 Penalty: 4348.518066
	Iteration 46Q: 3 clusters Score -831064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -831065.812500 Penalty: 4348.518066
	Iteration 47Q: 3 clusters Score -831065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -831066.187500 Penalty: 4348.518066
	Iteration 48Q: 3 clusters Score -831066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -831065.562500 Penalty: 4348.518066
	Iteration 49Q: 3 clusters Score -831065.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -831065.125000 Penalty: 4348.518066
	Iteration 50Q: 3 clusters Score -831065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -831065.750000 Penalty: 4348.518066
	Iteration 51Q: 3 clusters Score -831065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -831065.500000 Penalty: 4348.518066
	Iteration 52Q: 3 clusters Score -831065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -831066.125000 Penalty: 4348.518066
	Iteration 53Q: 3 clusters Score -831066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -831066.687500 Penalty: 4348.518066
	Iteration 54Q: 3 clusters Score -831066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -831066.687500 Penalty: 4348.518066
	Iteration 55F: 3 clusters Score -831066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 4337 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 2083 members 
Entering Unmasked Estep 
Score: -115038016.000000 Penalty: 155103.640625
Splitting cluster 21 changes total score from -115038704.000000 to -115038016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Entering Unmasked Estep 
Score: -1274414.250000 Penalty: 2245.517334
	Iteration 0F: 2 clusters Score -1274414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1267661.000000 Penalty: 4491.034668
	Iteration 0F: 3 clusters Score -1267661 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1269618.375000 Penalty: 4491.034668
	Iteration 1F: 3 clusters Score -1269618 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1270055.375000 Penalty: 4491.034668
	Iteration 2F: 3 clusters Score -1270055 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1270426.250000 Penalty: 4491.034668
	Iteration 3F: 3 clusters Score -1270426 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1270754.125000 Penalty: 4491.034668
	Iteration 4F: 3 clusters Score -1270754 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1271071.250000 Penalty: 4491.034668
	Iteration 5F: 3 clusters Score -1271071 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1271349.750000 Penalty: 4491.034668
	Iteration 6F: 3 clusters Score -1271350 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1271594.625000 Penalty: 4491.034668
	Iteration 7Q: 3 clusters Score -1271595 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1271810.250000 Penalty: 4491.034668
	Iteration 8Q: 3 clusters Score -1271810 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1271993.750000 Penalty: 4491.034668
	Iteration 9Q: 3 clusters Score -1271994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1272134.000000 Penalty: 4491.034668
	Iteration 10Q: 3 clusters Score -1272134 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1272263.625000 Penalty: 4491.034668
	Iteration 11Q: 3 clusters Score -1272264 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1272374.625000 Penalty: 4491.034668
	Iteration 12Q: 3 clusters Score -1272375 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1272480.500000 Penalty: 4491.034668
	Iteration 13Q: 3 clusters Score -1272480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1272564.000000 Penalty: 4491.034668
	Iteration 14Q: 3 clusters Score -1272564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1272626.125000 Penalty: 4491.034668
	Iteration 15Q: 3 clusters Score -1272626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1272683.125000 Penalty: 4491.034668
	Iteration 16Q: 3 clusters Score -1272683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1272739.125000 Penalty: 4491.034668
	Iteration 17Q: 3 clusters Score -1272739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1272782.750000 Penalty: 4491.034668
	Iteration 18Q: 3 clusters Score -1272783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1272820.375000 Penalty: 4491.034668
	Iteration 19Q: 3 clusters Score -1272820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1272846.375000 Penalty: 4491.034668
	Iteration 20F: 3 clusters Score -1272846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1272865.375000 Penalty: 4491.034668
	Iteration 21Q: 3 clusters Score -1272865 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1272881.625000 Penalty: 4491.034668
	Iteration 22Q: 3 clusters Score -1272882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1272893.125000 Penalty: 4491.034668
	Iteration 23Q: 3 clusters Score -1272893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1272900.750000 Penalty: 4491.034668
	Iteration 24Q: 3 clusters Score -1272901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1272907.750000 Penalty: 4491.034668
	Iteration 25Q: 3 clusters Score -1272908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1272916.250000 Penalty: 4491.034668
	Iteration 26Q: 3 clusters Score -1272916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1272922.375000 Penalty: 4491.034668
	Iteration 27Q: 3 clusters Score -1272922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1272933.625000 Penalty: 4491.034668
	Iteration 28Q: 3 clusters Score -1272934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1272943.125000 Penalty: 4491.034668
	Iteration 29Q: 3 clusters Score -1272943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1272956.375000 Penalty: 4491.034668
	Iteration 30Q: 3 clusters Score -1272956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1272969.750000 Penalty: 4491.034668
	Iteration 31Q: 3 clusters Score -1272970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1272991.000000 Penalty: 4491.034668
	Iteration 32Q: 3 clusters Score -1272991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1273010.750000 Penalty: 4491.034668
	Iteration 33Q: 3 clusters Score -1273011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1273031.875000 Penalty: 4491.034668
	Iteration 34Q: 3 clusters Score -1273032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1273053.500000 Penalty: 4491.034668
	Iteration 35Q: 3 clusters Score -1273054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1273070.375000 Penalty: 4491.034668
	Iteration 36Q: 3 clusters Score -1273070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1273099.625000 Penalty: 4491.034668
	Iteration 37Q: 3 clusters Score -1273100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1273121.875000 Penalty: 4491.034668
	Iteration 38Q: 3 clusters Score -1273122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1273140.250000 Penalty: 4491.034668
	Iteration 39Q: 3 clusters Score -1273140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1273154.750000 Penalty: 4491.034668
	Iteration 40F: 3 clusters Score -1273155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1273161.750000 Penalty: 4491.034668
	Iteration 41Q: 3 clusters Score -1273162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1273176.000000 Penalty: 4491.034668
	Iteration 42Q: 3 clusters Score -1273176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1273187.625000 Penalty: 4491.034668
	Iteration 43Q: 3 clusters Score -1273188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1273201.375000 Penalty: 4491.034668
	Iteration 44Q: 3 clusters Score -1273201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1273206.000000 Penalty: 4491.034668
	Iteration 45Q: 3 clusters Score -1273206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1273218.375000 Penalty: 4491.034668
	Iteration 46Q: 3 clusters Score -1273218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1273221.250000 Penalty: 4491.034668
	Iteration 47Q: 3 clusters Score -1273221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1273220.750000 Penalty: 4491.034668
	Iteration 48Q: 3 clusters Score -1273221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1273222.875000 Penalty: 4491.034668
	Iteration 49Q: 3 clusters Score -1273223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1273226.750000 Penalty: 4491.034668
	Iteration 50Q: 3 clusters Score -1273227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1273226.875000 Penalty: 4491.034668
	Iteration 51Q: 3 clusters Score -1273227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1273225.500000 Penalty: 4491.034668
	Iteration 52Q: 3 clusters Score -1273226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1273225.875000 Penalty: 4491.034668
	Iteration 53Q: 3 clusters Score -1273226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1273229.750000 Penalty: 4491.034668
	Iteration 54Q: 3 clusters Score -1273230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1273230.875000 Penalty: 4491.034668
	Iteration 55Q: 3 clusters Score -1273231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1273231.000000 Penalty: 4491.034668
	Iteration 56Q: 3 clusters Score -1273231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1273232.250000 Penalty: 4491.034668
	Iteration 57Q: 3 clusters Score -1273232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1273234.250000 Penalty: 4491.034668
	Iteration 58Q: 3 clusters Score -1273234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1273234.125000 Penalty: 4491.034668
	Iteration 59Q: 3 clusters Score -1273234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1273232.500000 Penalty: 4491.034668
	Iteration 60F: 3 clusters Score -1273232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1273234.375000 Penalty: 4491.034668
	Iteration 61Q: 3 clusters Score -1273234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1273232.750000 Penalty: 4491.034668
	Iteration 62Q: 3 clusters Score -1273233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1273235.375000 Penalty: 4491.034668
	Iteration 63Q: 3 clusters Score -1273235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1273235.375000 Penalty: 4491.034668
	Iteration 64F: 3 clusters Score -1273235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -405592.218750 Penalty: 1973.206177
	Iteration 0F: 2 clusters Score -405592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -402349.968750 Penalty: 3946.412354
	Iteration 0F: 3 clusters Score -402350 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -403093.218750 Penalty: 3946.412354
	Iteration 1F: 3 clusters Score -403093.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -403368.937500 Penalty: 3946.412354
	Iteration 2F: 3 clusters Score -403368.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -403607.875000 Penalty: 3946.412354
	Iteration 3F: 3 clusters Score -403607.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -403786.125000 Penalty: 3946.412354
	Iteration 4F: 3 clusters Score -403786.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -403901.437500 Penalty: 3946.412354
	Iteration 5Q: 3 clusters Score -403901.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -403988.156250 Penalty: 3946.412354
	Iteration 6Q: 3 clusters Score -403988.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -404068.562500 Penalty: 3946.412354
	Iteration 7Q: 3 clusters Score -404068.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -404147.375000 Penalty: 3946.412354
	Iteration 8Q: 3 clusters Score -404147.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -404223.750000 Penalty: 3946.412354
	Iteration 9Q: 3 clusters Score -404223.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -404288.343750 Penalty: 3946.412354
	Iteration 10Q: 3 clusters Score -404288.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -404362.281250 Penalty: 3946.412354
	Iteration 11Q: 3 clusters Score -404362.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -404432.343750 Penalty: 3946.412354
	Iteration 12Q: 3 clusters Score -404432.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -404478.031250 Penalty: 3946.412354
	Iteration 13Q: 3 clusters Score -404478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404528.343750 Penalty: 3946.412354
	Iteration 14Q: 3 clusters Score -404528.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -404593.875000 Penalty: 3946.412354
	Iteration 15Q: 3 clusters Score -404593.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -404661.937500 Penalty: 3946.412354
	Iteration 16Q: 3 clusters Score -404661.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -404736.000000 Penalty: 3946.412354
	Iteration 17Q: 3 clusters Score -404736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -404775.781250 Penalty: 3946.412354
	Iteration 18Q: 3 clusters Score -404775.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -404806.437500 Penalty: 3946.412354
	Iteration 19Q: 3 clusters Score -404806.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -404831.125000 Penalty: 3946.412354
	Iteration 20F: 3 clusters Score -404831.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -404875.437500 Penalty: 3946.412354
	Iteration 21Q: 3 clusters Score -404875.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -404911.031250 Penalty: 3946.412354
	Iteration 22Q: 3 clusters Score -404911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -404927.250000 Penalty: 3946.412354
	Iteration 23Q: 3 clusters Score -404927.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -404935.406250 Penalty: 3946.412354
	Iteration 24Q: 3 clusters Score -404935.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404937.718750 Penalty: 3946.412354
	Iteration 25Q: 3 clusters Score -404937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404940.781250 Penalty: 3946.412354
	Iteration 26Q: 3 clusters Score -404940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -404942.156250 Penalty: 3946.412354
	Iteration 27Q: 3 clusters Score -404942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -404942.156250 Penalty: 3946.412354
	Iteration 28Q: 3 clusters Score -404942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -404943.343750 Penalty: 3946.412354
	Iteration 29Q: 3 clusters Score -404943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -404945.843750 Penalty: 3946.412354
	Iteration 30Q: 3 clusters Score -404945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -404947.437500 Penalty: 3946.412354
	Iteration 31Q: 3 clusters Score -404947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404953.687500 Penalty: 3946.412354
	Iteration 32Q: 3 clusters Score -404953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -404959.062500 Penalty: 3946.412354
	Iteration 33Q: 3 clusters Score -404959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -404965.093750 Penalty: 3946.412354
	Iteration 34Q: 3 clusters Score -404965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -404968.468750 Penalty: 3946.412354
	Iteration 35Q: 3 clusters Score -404968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -404972.312500 Penalty: 3946.412354
	Iteration 36Q: 3 clusters Score -404972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -404974.812500 Penalty: 3946.412354
	Iteration 37Q: 3 clusters Score -404974.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -404978.593750 Penalty: 3946.412354
	Iteration 38Q: 3 clusters Score -404978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404979.812500 Penalty: 3946.412354
	Iteration 39Q: 3 clusters Score -404979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404979.812500 Penalty: 3946.412354
	Iteration 40F: 3 clusters Score -404979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Entering Unmasked Estep 
Score: -2896440.250000 Penalty: 2451.105225
	Iteration 0F: 2 clusters Score -2896440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2882634.000000 Penalty: 4902.210449
	Iteration 0F: 3 clusters Score -2882634 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2887270.000000 Penalty: 4902.210449
	Iteration 1F: 3 clusters Score -2887270 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2887734.500000 Penalty: 4902.210449
	Iteration 2F: 3 clusters Score -2887734 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2888134.750000 Penalty: 4902.210449
	Iteration 3F: 3 clusters Score -2888135 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2888567.000000 Penalty: 4902.210449
	Iteration 4F: 3 clusters Score -2888567 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2889037.750000 Penalty: 4902.210449
	Iteration 5F: 3 clusters Score -2889038 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2889564.000000 Penalty: 4902.210449
	Iteration 6F: 3 clusters Score -2889564 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2890084.250000 Penalty: 4902.210449
	Iteration 7F: 3 clusters Score -2890084 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2890616.250000 Penalty: 4902.210449
	Iteration 8Q: 3 clusters Score -2890616 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2891071.000000 Penalty: 4902.210449
	Iteration 9Q: 3 clusters Score -2891071 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2891422.250000 Penalty: 4902.210449
	Iteration 10Q: 3 clusters Score -2891422 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2891725.500000 Penalty: 4902.210449
	Iteration 11Q: 3 clusters Score -2891726 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -2891979.250000 Penalty: 4902.210449
	Iteration 12Q: 3 clusters Score -2891979 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2892177.000000 Penalty: 4902.210449
	Iteration 13Q: 3 clusters Score -2892177 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2892359.500000 Penalty: 4902.210449
	Iteration 14Q: 3 clusters Score -2892360 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2892506.500000 Penalty: 4902.210449
	Iteration 15Q: 3 clusters Score -2892506 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2892653.000000 Penalty: 4902.210449
	Iteration 16Q: 3 clusters Score -2892653 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2892812.250000 Penalty: 4902.210449
	Iteration 17Q: 3 clusters Score -2892812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2892952.250000 Penalty: 4902.210449
	Iteration 18Q: 3 clusters Score -2892952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2893112.500000 Penalty: 4902.210449
	Iteration 19Q: 3 clusters Score -2893112 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2893304.000000 Penalty: 4902.210449
	Iteration 20F: 3 clusters Score -2893304 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2893500.250000 Penalty: 4902.210449
	Iteration 21Q: 3 clusters Score -2893500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2893665.250000 Penalty: 4902.210449
	Iteration 22Q: 3 clusters Score -2893665 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2893796.750000 Penalty: 4902.210449
	Iteration 23Q: 3 clusters Score -2893797 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2893925.500000 Penalty: 4902.210449
	Iteration 24Q: 3 clusters Score -2893926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2894032.500000 Penalty: 4902.210449
	Iteration 25Q: 3 clusters Score -2894032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2894122.250000 Penalty: 4902.210449
	Iteration 26Q: 3 clusters Score -2894122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2894187.250000 Penalty: 4902.210449
	Iteration 27Q: 3 clusters Score -2894187 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2894228.250000 Penalty: 4902.210449
	Iteration 28Q: 3 clusters Score -2894228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2894267.500000 Penalty: 4902.210449
	Iteration 29Q: 3 clusters Score -2894268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2894300.000000 Penalty: 4902.210449
	Iteration 30Q: 3 clusters Score -2894300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2894315.250000 Penalty: 4902.210449
	Iteration 31Q: 3 clusters Score -2894315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2894338.500000 Penalty: 4902.210449
	Iteration 32Q: 3 clusters Score -2894338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2894363.000000 Penalty: 4902.210449
	Iteration 33Q: 3 clusters Score -2894363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2894371.000000 Penalty: 4902.210449
	Iteration 34Q: 3 clusters Score -2894371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2894385.000000 Penalty: 4902.210449
	Iteration 35Q: 3 clusters Score -2894385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2894390.000000 Penalty: 4902.210449
	Iteration 36Q: 3 clusters Score -2894390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2894397.500000 Penalty: 4902.210449
	Iteration 37Q: 3 clusters Score -2894398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2894405.750000 Penalty: 4902.210449
	Iteration 38Q: 3 clusters Score -2894406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2894411.750000 Penalty: 4902.210449
	Iteration 39Q: 3 clusters Score -2894412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2894420.500000 Penalty: 4902.210449
	Iteration 40F: 3 clusters Score -2894420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2894426.000000 Penalty: 4902.210449
	Iteration 41Q: 3 clusters Score -2894426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2894425.500000 Penalty: 4902.210449
	Iteration 42Q: 3 clusters Score -2894426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2894430.000000 Penalty: 4902.210449
	Iteration 43Q: 3 clusters Score -2894430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2894429.000000 Penalty: 4902.210449
	Iteration 44Q: 3 clusters Score -2894429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2894434.000000 Penalty: 4902.210449
	Iteration 45Q: 3 clusters Score -2894434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2894431.000000 Penalty: 4902.210449
	Iteration 46Q: 3 clusters Score -2894431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2894433.000000 Penalty: 4902.210449
	Iteration 47Q: 3 clusters Score -2894433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2894431.000000 Penalty: 4902.210449
	Iteration 48Q: 3 clusters Score -2894431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2894431.000000 Penalty: 4902.210449
	Iteration 49Q: 3 clusters Score -2894431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2894434.250000 Penalty: 4902.210449
	Iteration 50Q: 3 clusters Score -2894434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2894435.750000 Penalty: 4902.210449
	Iteration 51Q: 3 clusters Score -2894436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2894438.250000 Penalty: 4902.210449
	Iteration 52Q: 3 clusters Score -2894438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2894437.500000 Penalty: 4902.210449
	Iteration 53Q: 3 clusters Score -2894438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2894437.500000 Penalty: 4902.210449
	Iteration 54F: 3 clusters Score -2894438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Entering Unmasked Estep 
Score: -503737.906250 Penalty: 2029.828491
	Iteration 0F: 2 clusters Score -503737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -500094.906250 Penalty: 4059.656982
	Iteration 0F: 3 clusters Score -500094.9 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -500947.343750 Penalty: 4059.656982
	Iteration 1F: 3 clusters Score -500947.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -501226.187500 Penalty: 4059.656982
	Iteration 2F: 3 clusters Score -501226.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501421.093750 Penalty: 4059.656982
	Iteration 3F: 3 clusters Score -501421.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -501605.593750 Penalty: 4059.656982
	Iteration 4F: 3 clusters Score -501605.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -501739.593750 Penalty: 4059.656982
	Iteration 5Q: 3 clusters Score -501739.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -501837.218750 Penalty: 4059.656982
	Iteration 6Q: 3 clusters Score -501837.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -501938.093750 Penalty: 4059.656982
	Iteration 7Q: 3 clusters Score -501938.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -502027.687500 Penalty: 4059.656982
	Iteration 8Q: 3 clusters Score -502027.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -502127.406250 Penalty: 4059.656982
	Iteration 9Q: 3 clusters Score -502127.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -502205.468750 Penalty: 4059.656982
	Iteration 10Q: 3 clusters Score -502205.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -502257.656250 Penalty: 4059.656982
	Iteration 11Q: 3 clusters Score -502257.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -502300.062500 Penalty: 4059.656982
	Iteration 12Q: 3 clusters Score -502300.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -502334.156250 Penalty: 4059.656982
	Iteration 13Q: 3 clusters Score -502334.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -502357.781250 Penalty: 4059.656982
	Iteration 14Q: 3 clusters Score -502357.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -502369.156250 Penalty: 4059.656982
	Iteration 15Q: 3 clusters Score -502369.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -502382.562500 Penalty: 4059.656982
	Iteration 16Q: 3 clusters Score -502382.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -502398.125000 Penalty: 4059.656982
	Iteration 17Q: 3 clusters Score -502398.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -502411.187500 Penalty: 4059.656982
	Iteration 18Q: 3 clusters Score -502411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -502426.156250 Penalty: 4059.656982
	Iteration 19Q: 3 clusters Score -502426.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -502432.312500 Penalty: 4059.656982
	Iteration 20F: 3 clusters Score -502432.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -502442.093750 Penalty: 4059.656982
	Iteration 21Q: 3 clusters Score -502442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -502452.906250 Penalty: 4059.656982
	Iteration 22Q: 3 clusters Score -502452.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -502460.406250 Penalty: 4059.656982
	Iteration 23Q: 3 clusters Score -502460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -502462.875000 Penalty: 4059.656982
	Iteration 24Q: 3 clusters Score -502462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -502463.437500 Penalty: 4059.656982
	Iteration 25Q: 3 clusters Score -502463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -502463.437500 Penalty: 4059.656982
	Iteration 26F: 3 clusters Score -502463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Entering Unmasked Estep 
Score: -1354587.000000 Penalty: 2261.129395
	Iteration 0F: 2 clusters Score -1354587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1347502.750000 Penalty: 4522.258789
	Iteration 0F: 3 clusters Score -1347503 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1349397.500000 Penalty: 4522.258789
	Iteration 1F: 3 clusters Score -1349398 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1349723.750000 Penalty: 4522.258789
	Iteration 2F: 3 clusters Score -1349724 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1349978.250000 Penalty: 4522.258789
	Iteration 3F: 3 clusters Score -1349978 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1350207.250000 Penalty: 4522.258789
	Iteration 4Q: 3 clusters Score -1350207 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1350439.250000 Penalty: 4522.258789
	Iteration 5Q: 3 clusters Score -1350439 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1350675.625000 Penalty: 4522.258789
	Iteration 6Q: 3 clusters Score -1350676 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1350889.625000 Penalty: 4522.258789
	Iteration 7Q: 3 clusters Score -1350890 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1351115.625000 Penalty: 4522.258789
	Iteration 8Q: 3 clusters Score -1351116 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1351305.375000 Penalty: 4522.258789
	Iteration 9Q: 3 clusters Score -1351305 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1351528.375000 Penalty: 4522.258789
	Iteration 10Q: 3 clusters Score -1351528 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1351737.750000 Penalty: 4522.258789
	Iteration 11Q: 3 clusters Score -1351738 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1351950.750000 Penalty: 4522.258789
	Iteration 12Q: 3 clusters Score -1351951 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1352138.500000 Penalty: 4522.258789
	Iteration 13Q: 3 clusters Score -1352138 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1352300.750000 Penalty: 4522.258789
	Iteration 14Q: 3 clusters Score -1352301 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1352437.375000 Penalty: 4522.258789
	Iteration 15Q: 3 clusters Score -1352437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1352552.250000 Penalty: 4522.258789
	Iteration 16Q: 3 clusters Score -1352552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1352669.000000 Penalty: 4522.258789
	Iteration 17Q: 3 clusters Score -1352669 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1352782.625000 Penalty: 4522.258789
	Iteration 18Q: 3 clusters Score -1352783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1352885.000000 Penalty: 4522.258789
	Iteration 19Q: 3 clusters Score -1352885 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1352967.375000 Penalty: 4522.258789
	Iteration 20F: 3 clusters Score -1352967 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1353003.250000 Penalty: 4522.258789
	Iteration 21Q: 3 clusters Score -1353003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1353033.125000 Penalty: 4522.258789
	Iteration 22Q: 3 clusters Score -1353033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1353056.750000 Penalty: 4522.258789
	Iteration 23Q: 3 clusters Score -1353057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1353076.750000 Penalty: 4522.258789
	Iteration 24Q: 3 clusters Score -1353077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1353089.750000 Penalty: 4522.258789
	Iteration 25Q: 3 clusters Score -1353090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1353096.750000 Penalty: 4522.258789
	Iteration 26Q: 3 clusters Score -1353097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1353105.750000 Penalty: 4522.258789
	Iteration 27Q: 3 clusters Score -1353106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1353108.875000 Penalty: 4522.258789
	Iteration 28Q: 3 clusters Score -1353109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1353113.375000 Penalty: 4522.258789
	Iteration 29Q: 3 clusters Score -1353113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1353115.750000 Penalty: 4522.258789
	Iteration 30Q: 3 clusters Score -1353116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1353122.625000 Penalty: 4522.258789
	Iteration 31Q: 3 clusters Score -1353123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1353125.250000 Penalty: 4522.258789
	Iteration 32Q: 3 clusters Score -1353125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1353127.375000 Penalty: 4522.258789
	Iteration 33Q: 3 clusters Score -1353127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1353127.125000 Penalty: 4522.258789
	Iteration 34Q: 3 clusters Score -1353127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1353133.500000 Penalty: 4522.258789
	Iteration 35Q: 3 clusters Score -1353134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1353138.250000 Penalty: 4522.258789
	Iteration 36Q: 3 clusters Score -1353138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1353142.625000 Penalty: 4522.258789
	Iteration 37Q: 3 clusters Score -1353143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1353145.125000 Penalty: 4522.258789
	Iteration 38Q: 3 clusters Score -1353145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1353140.625000 Penalty: 4522.258789
	Iteration 39Q: 3 clusters Score -1353141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1353143.750000 Penalty: 4522.258789
	Iteration 40F: 3 clusters Score -1353144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1353145.125000 Penalty: 4522.258789
	Iteration 41Q: 3 clusters Score -1353145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1353146.000000 Penalty: 4522.258789
	Iteration 42Q: 3 clusters Score -1353146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1353144.875000 Penalty: 4522.258789
	Iteration 43Q: 3 clusters Score -1353145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1353145.250000 Penalty: 4522.258789
	Iteration 44Q: 3 clusters Score -1353145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1353145.250000 Penalty: 4522.258789
	Iteration 45F: 3 clusters Score -1353145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -346049.031250 Penalty: 1939.170166
	Iteration 0F: 2 clusters Score -346049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -343121.593750 Penalty: 3878.340332
	Iteration 0F: 3 clusters Score -343121.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -343881.156250 Penalty: 3878.340332
	Iteration 1F: 3 clusters Score -343881.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -344280.750000 Penalty: 3878.340332
	Iteration 2F: 3 clusters Score -344280.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -344732.312500 Penalty: 3878.340332
	Iteration 3F: 3 clusters Score -344732.3 nChanged 212
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: -345263.843750 Penalty: 3878.340332
	Iteration 4F: 3 clusters Score -345263.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -345703.312500 Penalty: 3878.340332
	Iteration 5F: 3 clusters Score -345703.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -346036.062500 Penalty: 3878.340332
	Iteration 6F: 3 clusters Score -346036.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -346295.875000 Penalty: 3878.340332
	Iteration 7Q: 3 clusters Score -346295.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -346481.937500 Penalty: 3878.340332
	Iteration 8Q: 3 clusters Score -346481.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -346686.593750 Penalty: 3878.340332
	Iteration 9Q: 3 clusters Score -346686.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346804.937500 Penalty: 3878.340332
	Iteration 10Q: 3 clusters Score -346804.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -346875.000000 Penalty: 3878.340332
	Iteration 11Q: 3 clusters Score -346875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -346918.187500 Penalty: 3878.340332
	Iteration 12Q: 3 clusters Score -346918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -346923.750000 Penalty: 3878.340332
	Iteration 13Q: 3 clusters Score -346923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -346924.843750 Penalty: 3878.340332
	Iteration 14Q: 3 clusters Score -346924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -346924.843750 Penalty: 3878.340332
	Iteration 15F: 3 clusters Score -346924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 1161 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 1171 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 1327 members 
Entering Unmasked Estep 
Score: -115038376.000000 Penalty: 155103.640625
Splitting cluster 27 changes total score from -115038704.000000 to -115038376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -873916.625000 Penalty: 2172.942139
	Iteration 0F: 2 clusters Score -873916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -868508.375000 Penalty: 4345.884277
	Iteration 0F: 3 clusters Score -868508.4 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -870017.875000 Penalty: 4345.884277
	Iteration 1F: 3 clusters Score -870017.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -870407.062500 Penalty: 4345.884277
	Iteration 2F: 3 clusters Score -870407.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -870703.937500 Penalty: 4345.884277
	Iteration 3F: 3 clusters Score -870703.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -870956.562500 Penalty: 4345.884277
	Iteration 4F: 3 clusters Score -870956.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -871153.375000 Penalty: 4345.884277
	Iteration 5Q: 3 clusters Score -871153.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -871291.500000 Penalty: 4345.884277
	Iteration 6Q: 3 clusters Score -871291.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -871381.062500 Penalty: 4345.884277
	Iteration 7Q: 3 clusters Score -871381.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -871448.437500 Penalty: 4345.884277
	Iteration 8Q: 3 clusters Score -871448.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -871499.875000 Penalty: 4345.884277
	Iteration 9Q: 3 clusters Score -871499.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -871551.937500 Penalty: 4345.884277
	Iteration 10Q: 3 clusters Score -871551.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -871596.812500 Penalty: 4345.884277
	Iteration 11Q: 3 clusters Score -871596.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -871624.312500 Penalty: 4345.884277
	Iteration 12Q: 3 clusters Score -871624.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -871654.687500 Penalty: 4345.884277
	Iteration 13Q: 3 clusters Score -871654.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -871673.187500 Penalty: 4345.884277
	Iteration 14Q: 3 clusters Score -871673.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -871695.937500 Penalty: 4345.884277
	Iteration 15Q: 3 clusters Score -871695.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -871718.250000 Penalty: 4345.884277
	Iteration 16Q: 3 clusters Score -871718.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -871741.687500 Penalty: 4345.884277
	Iteration 17Q: 3 clusters Score -871741.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -871763.125000 Penalty: 4345.884277
	Iteration 18Q: 3 clusters Score -871763.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -871787.437500 Penalty: 4345.884277
	Iteration 19Q: 3 clusters Score -871787.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -871809.750000 Penalty: 4345.884277
	Iteration 20F: 3 clusters Score -871809.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -871826.375000 Penalty: 4345.884277
	Iteration 21Q: 3 clusters Score -871826.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -871849.437500 Penalty: 4345.884277
	Iteration 22Q: 3 clusters Score -871849.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -871870.312500 Penalty: 4345.884277
	Iteration 23Q: 3 clusters Score -871870.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -871886.437500 Penalty: 4345.884277
	Iteration 24Q: 3 clusters Score -871886.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -871900.750000 Penalty: 4345.884277
	Iteration 25Q: 3 clusters Score -871900.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -871915.187500 Penalty: 4345.884277
	Iteration 26Q: 3 clusters Score -871915.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -871926.125000 Penalty: 4345.884277
	Iteration 27Q: 3 clusters Score -871926.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -871938.250000 Penalty: 4345.884277
	Iteration 28Q: 3 clusters Score -871938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -871950.125000 Penalty: 4345.884277
	Iteration 29Q: 3 clusters Score -871950.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -871965.500000 Penalty: 4345.884277
	Iteration 30Q: 3 clusters Score -871965.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -871981.562500 Penalty: 4345.884277
	Iteration 31Q: 3 clusters Score -871981.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -871995.375000 Penalty: 4345.884277
	Iteration 32Q: 3 clusters Score -871995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -872008.750000 Penalty: 4345.884277
	Iteration 33Q: 3 clusters Score -872008.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -872019.375000 Penalty: 4345.884277
	Iteration 34Q: 3 clusters Score -872019.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -872035.375000 Penalty: 4345.884277
	Iteration 35Q: 3 clusters Score -872035.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -872050.312500 Penalty: 4345.884277
	Iteration 36Q: 3 clusters Score -872050.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -872066.875000 Penalty: 4345.884277
	Iteration 37Q: 3 clusters Score -872066.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -872077.375000 Penalty: 4345.884277
	Iteration 38Q: 3 clusters Score -872077.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -872088.750000 Penalty: 4345.884277
	Iteration 39Q: 3 clusters Score -872088.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -872096.437500 Penalty: 4345.884277
	Iteration 40F: 3 clusters Score -872096.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -872101.500000 Penalty: 4345.884277
	Iteration 41Q: 3 clusters Score -872101.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -872105.812500 Penalty: 4345.884277
	Iteration 42Q: 3 clusters Score -872105.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -872113.687500 Penalty: 4345.884277
	Iteration 43Q: 3 clusters Score -872113.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -872119.187500 Penalty: 4345.884277
	Iteration 44Q: 3 clusters Score -872119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -872124.875000 Penalty: 4345.884277
	Iteration 45Q: 3 clusters Score -872124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -872130.687500 Penalty: 4345.884277
	Iteration 46Q: 3 clusters Score -872130.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -872134.500000 Penalty: 4345.884277
	Iteration 47Q: 3 clusters Score -872134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -872138.062500 Penalty: 4345.884277
	Iteration 48Q: 3 clusters Score -872138.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -872142.187500 Penalty: 4345.884277
	Iteration 49Q: 3 clusters Score -872142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -872147.625000 Penalty: 4345.884277
	Iteration 50Q: 3 clusters Score -872147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -872150.750000 Penalty: 4345.884277
	Iteration 51Q: 3 clusters Score -872150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -872152.687500 Penalty: 4345.884277
	Iteration 52Q: 3 clusters Score -872152.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -872152.750000 Penalty: 4345.884277
	Iteration 53Q: 3 clusters Score -872152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -872151.937500 Penalty: 4345.884277
	Iteration 54Q: 3 clusters Score -872151.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -872152.937500 Penalty: 4345.884277
	Iteration 55Q: 3 clusters Score -872152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -872153.312500 Penalty: 4345.884277
	Iteration 56Q: 3 clusters Score -872153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -872153.312500 Penalty: 4345.884277
	Iteration 57F: 3 clusters Score -872153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (18398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Entering Unmasked Estep 
Score: -2800796.750000 Penalty: 2435.359131
	Iteration 0F: 2 clusters Score -2800797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2787847.500000 Penalty: 4870.718262
	Iteration 0F: 3 clusters Score -2787848 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2792089.750000 Penalty: 4870.718262
	Iteration 1F: 3 clusters Score -2792090 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2792428.250000 Penalty: 4870.718262
	Iteration 2F: 3 clusters Score -2792428 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2792676.500000 Penalty: 4870.718262
	Iteration 3Q: 3 clusters Score -2792676 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2792893.500000 Penalty: 4870.718262
	Iteration 4Q: 3 clusters Score -2792894 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2793053.250000 Penalty: 4870.718262
	Iteration 5Q: 3 clusters Score -2793053 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2793204.500000 Penalty: 4870.718262
	Iteration 6Q: 3 clusters Score -2793204 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2793354.500000 Penalty: 4870.718262
	Iteration 7Q: 3 clusters Score -2793354 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2793499.000000 Penalty: 4870.718262
	Iteration 8Q: 3 clusters Score -2793499 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2793665.250000 Penalty: 4870.718262
	Iteration 9Q: 3 clusters Score -2793665 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -2793910.500000 Penalty: 4870.718262
	Iteration 10Q: 3 clusters Score -2793910 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2794185.500000 Penalty: 4870.718262
	Iteration 11Q: 3 clusters Score -2794186 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2794518.250000 Penalty: 4870.718262
	Iteration 12Q: 3 clusters Score -2794518 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2794968.500000 Penalty: 4870.718262
	Iteration 13Q: 3 clusters Score -2794968 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2795586.000000 Penalty: 4870.718262
	Iteration 14Q: 3 clusters Score -2795586 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2796320.000000 Penalty: 4870.718262
	Iteration 15F: 3 clusters Score -2796320 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2797044.000000 Penalty: 4870.718262
	Iteration 16Q: 3 clusters Score -2797044 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2797618.500000 Penalty: 4870.718262
	Iteration 17Q: 3 clusters Score -2797618 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2798058.250000 Penalty: 4870.718262
	Iteration 18Q: 3 clusters Score -2798058 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2798311.500000 Penalty: 4870.718262
	Iteration 19Q: 3 clusters Score -2798312 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2798434.000000 Penalty: 4870.718262
	Iteration 20F: 3 clusters Score -2798434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2798516.250000 Penalty: 4870.718262
	Iteration 21Q: 3 clusters Score -2798516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2798566.500000 Penalty: 4870.718262
	Iteration 22Q: 3 clusters Score -2798566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2798590.250000 Penalty: 4870.718262
	Iteration 23Q: 3 clusters Score -2798590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2798622.750000 Penalty: 4870.718262
	Iteration 24Q: 3 clusters Score -2798623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2798645.250000 Penalty: 4870.718262
	Iteration 25Q: 3 clusters Score -2798645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2798670.500000 Penalty: 4870.718262
	Iteration 26Q: 3 clusters Score -2798670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2798682.000000 Penalty: 4870.718262
	Iteration 27Q: 3 clusters Score -2798682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2798689.000000 Penalty: 4870.718262
	Iteration 28Q: 3 clusters Score -2798689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2798698.500000 Penalty: 4870.718262
	Iteration 29Q: 3 clusters Score -2798698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2798703.500000 Penalty: 4870.718262
	Iteration 30Q: 3 clusters Score -2798704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2798703.500000 Penalty: 4870.718262
	Iteration 31F: 3 clusters Score -2798704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (30917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Entering Unmasked Estep 
Score: -4537611.000000 Penalty: 2564.087402
	Iteration 0F: 2 clusters Score -4537611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -4516453.000000 Penalty: 5128.174805
	Iteration 0F: 3 clusters Score -4516453 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4524166.500000 Penalty: 5128.174805
	Iteration 1F: 3 clusters Score -4524166 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4524869.000000 Penalty: 5128.174805
	Iteration 2F: 3 clusters Score -4524869 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -4525570.500000 Penalty: 5128.174805
	Iteration 3F: 3 clusters Score -4525570 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4526267.500000 Penalty: 5128.174805
	Iteration 4Q: 3 clusters Score -4526268 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4527096.500000 Penalty: 5128.174805
	Iteration 5F: 3 clusters Score -4527096 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4528118.000000 Penalty: 5128.174805
	Iteration 6F: 3 clusters Score -4528118 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -4529186.000000 Penalty: 5128.174805
	Iteration 7F: 3 clusters Score -4529186 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4530064.000000 Penalty: 5128.174805
	Iteration 8F: 3 clusters Score -4530064 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4530746.500000 Penalty: 5128.174805
	Iteration 9Q: 3 clusters Score -4530746 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4531250.000000 Penalty: 5128.174805
	Iteration 10Q: 3 clusters Score -4531250 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4531683.500000 Penalty: 5128.174805
	Iteration 11Q: 3 clusters Score -4531684 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4532076.500000 Penalty: 5128.174805
	Iteration 12Q: 3 clusters Score -4532076 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4532422.000000 Penalty: 5128.174805
	Iteration 13Q: 3 clusters Score -4532422 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4532721.500000 Penalty: 5128.174805
	Iteration 14Q: 3 clusters Score -4532722 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4533035.000000 Penalty: 5128.174805
	Iteration 15Q: 3 clusters Score -4533035 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4533324.500000 Penalty: 5128.174805
	Iteration 16Q: 3 clusters Score -4533324 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4533572.500000 Penalty: 5128.174805
	Iteration 17Q: 3 clusters Score -4533572 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4533795.500000 Penalty: 5128.174805
	Iteration 18Q: 3 clusters Score -4533796 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -4534078.500000 Penalty: 5128.174805
	Iteration 19Q: 3 clusters Score -4534078 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4534307.500000 Penalty: 5128.174805
	Iteration 20F: 3 clusters Score -4534308 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4534520.500000 Penalty: 5128.174805
	Iteration 21Q: 3 clusters Score -4534520 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4534697.000000 Penalty: 5128.174805
	Iteration 22Q: 3 clusters Score -4534697 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -4534855.500000 Penalty: 5128.174805
	Iteration 23Q: 3 clusters Score -4534856 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4534999.500000 Penalty: 5128.174805
	Iteration 24Q: 3 clusters Score -4535000 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -4535167.500000 Penalty: 5128.174805
	Iteration 25Q: 3 clusters Score -4535168 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -4535368.500000 Penalty: 5128.174805
	Iteration 26Q: 3 clusters Score -4535368 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -4535504.000000 Penalty: 5128.174805
	Iteration 27Q: 3 clusters Score -4535504 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4535640.500000 Penalty: 5128.174805
	Iteration 28Q: 3 clusters Score -4535640 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4535787.000000 Penalty: 5128.174805
	Iteration 29Q: 3 clusters Score -4535787 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4535913.500000 Penalty: 5128.174805
	Iteration 30Q: 3 clusters Score -4535914 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4535997.500000 Penalty: 5128.174805
	Iteration 31Q: 3 clusters Score -4535998 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4536075.500000 Penalty: 5128.174805
	Iteration 32Q: 3 clusters Score -4536076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4536142.500000 Penalty: 5128.174805
	Iteration 33Q: 3 clusters Score -4536142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -4536175.500000 Penalty: 5128.174805
	Iteration 34Q: 3 clusters Score -4536176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -4536218.000000 Penalty: 5128.174805
	Iteration 35Q: 3 clusters Score -4536218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4536232.500000 Penalty: 5128.174805
	Iteration 36Q: 3 clusters Score -4536232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -4536235.000000 Penalty: 5128.174805
	Iteration 37Q: 3 clusters Score -4536235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -4536255.000000 Penalty: 5128.174805
	Iteration 38Q: 3 clusters Score -4536255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4536261.500000 Penalty: 5128.174805
	Iteration 39Q: 3 clusters Score -4536262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -4536276.000000 Penalty: 5128.174805
	Iteration 40F: 3 clusters Score -4536276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -4536285.500000 Penalty: 5128.174805
	Iteration 41Q: 3 clusters Score -4536286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4536295.500000 Penalty: 5128.174805
	Iteration 42Q: 3 clusters Score -4536296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4536300.000000 Penalty: 5128.174805
	Iteration 43Q: 3 clusters Score -4536300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -4536307.500000 Penalty: 5128.174805
	Iteration 44Q: 3 clusters Score -4536308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4536306.500000 Penalty: 5128.174805
	Iteration 45Q: 3 clusters Score -4536306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4536308.000000 Penalty: 5128.174805
	Iteration 46Q: 3 clusters Score -4536308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -4536306.500000 Penalty: 5128.174805
	Iteration 47Q: 3 clusters Score -4536306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4536305.000000 Penalty: 5128.174805
	Iteration 48Q: 3 clusters Score -4536305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4536308.000000 Penalty: 5128.174805
	Iteration 49Q: 3 clusters Score -4536308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4536303.000000 Penalty: 5128.174805
	Iteration 50Q: 3 clusters Score -4536303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -4536307.000000 Penalty: 5128.174805
	Iteration 51Q: 3 clusters Score -4536307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -4536306.500000 Penalty: 5128.174805
	Iteration 52Q: 3 clusters Score -4536306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4536312.000000 Penalty: 5128.174805
	Iteration 53Q: 3 clusters Score -4536312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4536313.000000 Penalty: 5128.174805
	Iteration 54Q: 3 clusters Score -4536313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4536309.000000 Penalty: 5128.174805
	Iteration 55Q: 3 clusters Score -4536309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4536315.000000 Penalty: 5128.174805
	Iteration 56Q: 3 clusters Score -4536315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4536314.000000 Penalty: 5128.174805
	Iteration 57Q: 3 clusters Score -4536314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4536310.000000 Penalty: 5128.174805
	Iteration 58Q: 3 clusters Score -4536310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4536308.000000 Penalty: 5128.174805
	Iteration 59Q: 3 clusters Score -4536308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4536311.000000 Penalty: 5128.174805
	Iteration 60F: 3 clusters Score -4536311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -4536308.500000 Penalty: 5128.174805
	Iteration 61Q: 3 clusters Score -4536308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4536309.500000 Penalty: 5128.174805
	Iteration 62Q: 3 clusters Score -4536310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -4536309.500000 Penalty: 5128.174805
	Iteration 63F: 3 clusters Score -4536310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (98597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Entering Unmasked Estep 
Score: -14800715.000000 Penalty: 2851.701416
	Iteration 0F: 2 clusters Score -1.480072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -14735246.000000 Penalty: 5703.402832
	Iteration 0F: 3 clusters Score -1.473525e+07 nChanged 46687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -14761650.000000 Penalty: 5703.402832
	Iteration 1F: 3 clusters Score -1.476165e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -14762522.000000 Penalty: 5703.402832
	Iteration 2Q: 3 clusters Score -1.476252e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -14763286.000000 Penalty: 5703.402832
	Iteration 3Q: 3 clusters Score -1.476329e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -14764245.000000 Penalty: 5703.402832
	Iteration 4Q: 3 clusters Score -1.476424e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -14765472.000000 Penalty: 5703.402832
	Iteration 5Q: 3 clusters Score -1.476547e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -14766580.000000 Penalty: 5703.402832
	Iteration 6Q: 3 clusters Score -1.476658e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -14767872.000000 Penalty: 5703.402832
	Iteration 7Q: 3 clusters Score -1.476787e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -14769626.000000 Penalty: 5703.402832
	Iteration 8Q: 3 clusters Score -1.476963e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -14771856.000000 Penalty: 5703.402832
	Iteration 9Q: 3 clusters Score -1.477186e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -14774719.000000 Penalty: 5703.402832
	Iteration 10F: 3 clusters Score -1.477472e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -14778245.000000 Penalty: 5703.402832
	Iteration 11F: 3 clusters Score -1.477824e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -14782173.000000 Penalty: 5703.402832
	Iteration 12F: 3 clusters Score -1.478217e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -14786262.000000 Penalty: 5703.402832
	Iteration 13Q: 3 clusters Score -1.478626e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -14789625.000000 Penalty: 5703.402832
	Iteration 14Q: 3 clusters Score -1.478962e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -14791847.000000 Penalty: 5703.402832
	Iteration 15Q: 3 clusters Score -1.479185e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -14793536.000000 Penalty: 5703.402832
	Iteration 16Q: 3 clusters Score -1.479354e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -14794800.000000 Penalty: 5703.402832
	Iteration 17Q: 3 clusters Score -1.47948e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -14795661.000000 Penalty: 5703.402832
	Iteration 18Q: 3 clusters Score -1.479566e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95007 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -14796300.000000 Penalty: 5703.402832
	Iteration 19Q: 3 clusters Score -1.47963e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -14796814.000000 Penalty: 5703.402832
	Iteration 20F: 3 clusters Score -1.479681e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -14797146.000000 Penalty: 5703.402832
	Iteration 21Q: 3 clusters Score -1.479715e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96708 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -14797461.000000 Penalty: 5703.402832
	Iteration 22Q: 3 clusters Score -1.479746e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -14797605.000000 Penalty: 5703.402832
	Iteration 23Q: 3 clusters Score -1.47976e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14797749.000000 Penalty: 5703.402832
	Iteration 24Q: 3 clusters Score -1.479775e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97387 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14797893.000000 Penalty: 5703.402832
	Iteration 25Q: 3 clusters Score -1.479789e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97495 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -14797980.000000 Penalty: 5703.402832
	Iteration 26Q: 3 clusters Score -1.479798e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97585 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -14798043.000000 Penalty: 5703.402832
	Iteration 27Q: 3 clusters Score -1.479804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97653 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14798096.000000 Penalty: 5703.402832
	Iteration 28Q: 3 clusters Score -1.47981e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14798127.000000 Penalty: 5703.402832
	Iteration 29Q: 3 clusters Score -1.479813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97754 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14798142.000000 Penalty: 5703.402832
	Iteration 30Q: 3 clusters Score -1.479814e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14798151.000000 Penalty: 5703.402832
	Iteration 31Q: 3 clusters Score -1.479815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -14798171.000000 Penalty: 5703.402832
	Iteration 32Q: 3 clusters Score -1.479817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97837 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14798207.000000 Penalty: 5703.402832
	Iteration 33Q: 3 clusters Score -1.479821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14798235.000000 Penalty: 5703.402832
	Iteration 34Q: 3 clusters Score -1.479824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14798251.000000 Penalty: 5703.402832
	Iteration 35Q: 3 clusters Score -1.479825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97912 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14798282.000000 Penalty: 5703.402832
	Iteration 36Q: 3 clusters Score -1.479828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14798279.000000 Penalty: 5703.402832
	Iteration 37Q: 3 clusters Score -1.479828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97938 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14798297.000000 Penalty: 5703.402832
	Iteration 38Q: 3 clusters Score -1.47983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97954 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14798313.000000 Penalty: 5703.402832
	Iteration 39Q: 3 clusters Score -1.479831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97964 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14798327.000000 Penalty: 5703.402832
	Iteration 40F: 3 clusters Score -1.479833e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97972 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -14798326.000000 Penalty: 5703.402832
	Iteration 41Q: 3 clusters Score -1.479833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -14798332.000000 Penalty: 5703.402832
	Iteration 42Q: 3 clusters Score -1.479833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14798340.000000 Penalty: 5703.402832
	Iteration 43Q: 3 clusters Score -1.479834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -14798342.000000 Penalty: 5703.402832
	Iteration 44Q: 3 clusters Score -1.479834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14798344.000000 Penalty: 5703.402832
	Iteration 45Q: 3 clusters Score -1.479834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97998 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14798339.000000 Penalty: 5703.402832
	Iteration 46Q: 3 clusters Score -1.479834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -14798337.000000 Penalty: 5703.402832
	Iteration 47Q: 3 clusters Score -1.479834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -14798341.000000 Penalty: 5703.402832
	Iteration 48Q: 3 clusters Score -1.479834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14798349.000000 Penalty: 5703.402832
	Iteration 49Q: 3 clusters Score -1.479835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14798349.000000 Penalty: 5703.402832
	Iteration 50F: 3 clusters Score -1.479835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -156496.765625 Penalty: 1752.272095
	Iteration 0F: 2 clusters Score -156496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -154522.796875 Penalty: 3504.544189
	Iteration 0F: 3 clusters Score -154522.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -155028.906250 Penalty: 3504.544189
	Iteration 1F: 3 clusters Score -155028.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -155256.968750 Penalty: 3504.544189
	Iteration 2F: 3 clusters Score -155257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155522.546875 Penalty: 3504.544189
	Iteration 3F: 3 clusters Score -155522.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -155766.765625 Penalty: 3504.544189
	Iteration 4F: 3 clusters Score -155766.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -155865.531250 Penalty: 3504.544189
	Iteration 5Q: 3 clusters Score -155865.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155977.984375 Penalty: 3504.544189
	Iteration 6Q: 3 clusters Score -155978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -156082.671875 Penalty: 3504.544189
	Iteration 7Q: 3 clusters Score -156082.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -156179.812500 Penalty: 3504.544189
	Iteration 8Q: 3 clusters Score -156179.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -156250.234375 Penalty: 3504.544189
	Iteration 9Q: 3 clusters Score -156250.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -156290.125000 Penalty: 3504.544189
	Iteration 10Q: 3 clusters Score -156290.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156347.046875 Penalty: 3504.544189
	Iteration 11Q: 3 clusters Score -156347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -156437.125000 Penalty: 3504.544189
	Iteration 12Q: 3 clusters Score -156437.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156482.390625 Penalty: 3504.544189
	Iteration 13Q: 3 clusters Score -156482.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -156530.125000 Penalty: 3504.544189
	Iteration 14Q: 3 clusters Score -156530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -156571.140625 Penalty: 3504.544189
	Iteration 15Q: 3 clusters Score -156571.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -156604.281250 Penalty: 3504.544189
	Iteration 16Q: 3 clusters Score -156604.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -156687.312500 Penalty: 3504.544189
	Iteration 17Q: 3 clusters Score -156687.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157033.187500 Penalty: 3504.544189
	Iteration 18Q: 3 clusters Score -157033.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157824.359375 Penalty: 3504.544189
	Iteration 19Q: 3 clusters Score -157824.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -158053.281250 Penalty: 3504.544189
	Iteration 20F: 3 clusters Score -158053.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158147.781250 Penalty: 3504.544189
	Iteration 21Q: 3 clusters Score -158147.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158165.750000 Penalty: 3504.544189
	Iteration 22Q: 3 clusters Score -158165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158175.078125 Penalty: 3504.544189
	Iteration 23Q: 3 clusters Score -158175.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158187.468750 Penalty: 3504.544189
	Iteration 24Q: 3 clusters Score -158187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158200.000000 Penalty: 3504.544189
	Iteration 25Q: 3 clusters Score -158200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158213.250000 Penalty: 3504.544189
	Iteration 26Q: 3 clusters Score -158213.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -158218.453125 Penalty: 3504.544189
	Iteration 27Q: 3 clusters Score -158218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -158218.453125 Penalty: 3504.544189
	Iteration 28F: 3 clusters Score -158218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 728 members 
Entering Unmasked Estep 
Score: -115038848.000000 Penalty: 155103.640625
Splitting cluster 32 changes total score from -115038704.000000 to -115038848.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -909131.937500 Penalty: 2168.909424
	Iteration 0F: 2 clusters Score -909131.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -903811.062500 Penalty: 4337.818848
	Iteration 0F: 3 clusters Score -903811.1 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -905194.687500 Penalty: 4337.818848
	Iteration 1F: 3 clusters Score -905194.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -905471.312500 Penalty: 4337.818848
	Iteration 2F: 3 clusters Score -905471.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -905711.500000 Penalty: 4337.818848
	Iteration 3F: 3 clusters Score -905711.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -905972.750000 Penalty: 4337.818848
	Iteration 4F: 3 clusters Score -905972.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -906258.875000 Penalty: 4337.818848
	Iteration 5F: 3 clusters Score -906258.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -906547.187500 Penalty: 4337.818848
	Iteration 6F: 3 clusters Score -906547.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -906843.875000 Penalty: 4337.818848
	Iteration 7F: 3 clusters Score -906843.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -907094.625000 Penalty: 4337.818848
	Iteration 8Q: 3 clusters Score -907094.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -907276.875000 Penalty: 4337.818848
	Iteration 9Q: 3 clusters Score -907276.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -907390.062500 Penalty: 4337.818848
	Iteration 10Q: 3 clusters Score -907390.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -907461.187500 Penalty: 4337.818848
	Iteration 11Q: 3 clusters Score -907461.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -907514.687500 Penalty: 4337.818848
	Iteration 12Q: 3 clusters Score -907514.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -907560.625000 Penalty: 4337.818848
	Iteration 13Q: 3 clusters Score -907560.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -907599.062500 Penalty: 4337.818848
	Iteration 14Q: 3 clusters Score -907599.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -907632.750000 Penalty: 4337.818848
	Iteration 15Q: 3 clusters Score -907632.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -907659.562500 Penalty: 4337.818848
	Iteration 16Q: 3 clusters Score -907659.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -907672.937500 Penalty: 4337.818848
	Iteration 17Q: 3 clusters Score -907672.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -907679.750000 Penalty: 4337.818848
	Iteration 18Q: 3 clusters Score -907679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -907683.625000 Penalty: 4337.818848
	Iteration 19Q: 3 clusters Score -907683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -907686.125000 Penalty: 4337.818848
	Iteration 20F: 3 clusters Score -907686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -907687.187500 Penalty: 4337.818848
	Iteration 21Q: 3 clusters Score -907687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -907689.687500 Penalty: 4337.818848
	Iteration 22Q: 3 clusters Score -907689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -907691.875000 Penalty: 4337.818848
	Iteration 23Q: 3 clusters Score -907691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -907692.687500 Penalty: 4337.818848
	Iteration 24Q: 3 clusters Score -907692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -907693.062500 Penalty: 4337.818848
	Iteration 25Q: 3 clusters Score -907693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -907695.000000 Penalty: 4337.818848
	Iteration 26Q: 3 clusters Score -907695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -907693.750000 Penalty: 4337.818848
	Iteration 27Q: 3 clusters Score -907693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -907693.750000 Penalty: 4337.818848
	Iteration 28F: 3 clusters Score -907693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -735882.562500 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -735882.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -731238.250000 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -731238.2 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -732401.375000 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -732401.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -732615.000000 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -732615 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -732783.812500 Penalty: 4240.150879
	Iteration 3F: 3 clusters Score -732783.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -732935.375000 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -732935.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -733070.750000 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -733070.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -733190.750000 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -733190.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -733307.875000 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -733307.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -733427.250000 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -733427.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -733540.937500 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -733540.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -733634.250000 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -733634.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -733716.625000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -733716.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -733780.687500 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -733780.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -733836.000000 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -733836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -733887.812500 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -733887.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -733928.562500 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -733928.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -733961.875000 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -733961.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -733987.562500 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -733987.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -734011.250000 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -734011.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -734030.875000 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -734030.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -734047.187500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -734047.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -734067.750000 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -734067.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -734077.812500 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -734077.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -734084.187500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -734084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -734085.625000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -734085.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -734088.000000 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -734088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -734092.312500 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -734092.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -734093.187500 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -734093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -734094.562500 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -734094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -734095.812500 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -734095.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -734098.187500 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -734098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -734100.562500 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -734100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -734104.687500 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -734104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -734105.812500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -734105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -734106.125000 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -734106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -734108.750000 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -734108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -734110.250000 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -734110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -734115.187500 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -734115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -734120.812500 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -734120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -734124.937500 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -734124.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -734127.750000 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -734127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -734130.625000 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -734130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -734132.750000 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -734132.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -734131.937500 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -734131.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -734131.937500 Penalty: 4240.150879
	Iteration 44F: 3 clusters Score -734131.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Entering Unmasked Estep 
Score: -80778.617188 Penalty: 1615.648804
	Iteration 0F: 2 clusters Score -80778.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -79454.679688 Penalty: 3231.297607
	Iteration 0F: 3 clusters Score -79454.68 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80260.890625 Penalty: 3231.297607
	Iteration 1F: 3 clusters Score -80260.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -80686.750000 Penalty: 3231.297607
	Iteration 2F: 3 clusters Score -80686.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80767.148438 Penalty: 3231.297607
	Iteration 3Q: 3 clusters Score -80767.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80836.101562 Penalty: 3231.297607
	Iteration 4Q: 3 clusters Score -80836.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80864.148438 Penalty: 3231.297607
	Iteration 5Q: 3 clusters Score -80864.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -80873.687500 Penalty: 3231.297607
	Iteration 6Q: 3 clusters Score -80873.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -80878.250000 Penalty: 3231.297607
	Iteration 7Q: 3 clusters Score -80878.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -80878.312500 Penalty: 3231.297607
	Iteration 8F: 3 clusters Score -80878.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80896.312500 Penalty: 3231.297607
	Iteration 9Q: 3 clusters Score -80896.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -80896.312500 Penalty: 3231.297607
	Iteration 10F: 3 clusters Score -80896.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 134 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 3480 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 728 members 
Mstep: Class 47 contains 541 members 
Entering Unmasked Estep 
Score: -115037360.000000 Penalty: 158475.468750
Splitting cluster 35 changes total score from -115038704.000000 to -115037360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (81208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Entering Unmasked Estep 
Score: -12110578.000000 Penalty: 2803.582764
	Iteration 0F: 2 clusters Score -1.211058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -12056488.000000 Penalty: 5607.165527
	Iteration 0F: 3 clusters Score -1.205649e+07 nChanged 38094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -12077958.000000 Penalty: 5607.165527
	Iteration 1F: 3 clusters Score -1.207796e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -12078487.000000 Penalty: 5607.165527
	Iteration 2Q: 3 clusters Score -1.207849e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -12079084.000000 Penalty: 5607.165527
	Iteration 3Q: 3 clusters Score -1.207908e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -12079674.000000 Penalty: 5607.165527
	Iteration 4Q: 3 clusters Score -1.207967e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -12080340.000000 Penalty: 5607.165527
	Iteration 5Q: 3 clusters Score -1.208034e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -12081149.000000 Penalty: 5607.165527
	Iteration 6Q: 3 clusters Score -1.208115e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -12082151.000000 Penalty: 5607.165527
	Iteration 7Q: 3 clusters Score -1.208215e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -12083580.000000 Penalty: 5607.165527
	Iteration 8Q: 3 clusters Score -1.208358e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -12085380.000000 Penalty: 5607.165527
	Iteration 9Q: 3 clusters Score -1.208538e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -12087791.000000 Penalty: 5607.165527
	Iteration 10F: 3 clusters Score -1.208779e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -12090463.000000 Penalty: 5607.165527
	Iteration 11F: 3 clusters Score -1.209046e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -12092769.000000 Penalty: 5607.165527
	Iteration 12F: 3 clusters Score -1.209277e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -12094138.000000 Penalty: 5607.165527
	Iteration 13Q: 3 clusters Score -1.209414e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -12094843.000000 Penalty: 5607.165527
	Iteration 14Q: 3 clusters Score -1.209484e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -12095144.000000 Penalty: 5607.165527
	Iteration 15Q: 3 clusters Score -1.209514e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -12095377.000000 Penalty: 5607.165527
	Iteration 16Q: 3 clusters Score -1.209538e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -12095561.000000 Penalty: 5607.165527
	Iteration 17Q: 3 clusters Score -1.209556e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -12095819.000000 Penalty: 5607.165527
	Iteration 18Q: 3 clusters Score -1.209582e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -12095927.000000 Penalty: 5607.165527
	Iteration 19Q: 3 clusters Score -1.209593e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -12096032.000000 Penalty: 5607.165527
	Iteration 20F: 3 clusters Score -1.209603e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12096202.000000 Penalty: 5607.165527
	Iteration 21Q: 3 clusters Score -1.20962e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -12096445.000000 Penalty: 5607.165527
	Iteration 22Q: 3 clusters Score -1.209644e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52723 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -12096619.000000 Penalty: 5607.165527
	Iteration 23Q: 3 clusters Score -1.209662e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -12096801.000000 Penalty: 5607.165527
	Iteration 24Q: 3 clusters Score -1.20968e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -12096995.000000 Penalty: 5607.165527
	Iteration 25Q: 3 clusters Score -1.2097e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -12097247.000000 Penalty: 5607.165527
	Iteration 26Q: 3 clusters Score -1.209725e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -12097461.000000 Penalty: 5607.165527
	Iteration 27Q: 3 clusters Score -1.209746e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -12097725.000000 Penalty: 5607.165527
	Iteration 28Q: 3 clusters Score -1.209772e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -12097909.000000 Penalty: 5607.165527
	Iteration 29Q: 3 clusters Score -1.209791e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -12098211.000000 Penalty: 5607.165527
	Iteration 30Q: 3 clusters Score -1.209821e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -12098572.000000 Penalty: 5607.165527
	Iteration 31Q: 3 clusters Score -1.209857e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -12098948.000000 Penalty: 5607.165527
	Iteration 32Q: 3 clusters Score -1.209895e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -12099315.000000 Penalty: 5607.165527
	Iteration 33Q: 3 clusters Score -1.209932e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -12099663.000000 Penalty: 5607.165527
	Iteration 34Q: 3 clusters Score -1.209966e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63481 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -12100150.000000 Penalty: 5607.165527
	Iteration 35Q: 3 clusters Score -1.210015e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -12100706.000000 Penalty: 5607.165527
	Iteration 36Q: 3 clusters Score -1.210071e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -12101245.000000 Penalty: 5607.165527
	Iteration 37Q: 3 clusters Score -1.210124e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -12101913.000000 Penalty: 5607.165527
	Iteration 38Q: 3 clusters Score -1.210191e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -12102597.000000 Penalty: 5607.165527
	Iteration 39Q: 3 clusters Score -1.21026e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -12103166.000000 Penalty: 5607.165527
	Iteration 40F: 3 clusters Score -1.210317e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -12103724.000000 Penalty: 5607.165527
	Iteration 41Q: 3 clusters Score -1.210372e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -12104398.000000 Penalty: 5607.165527
	Iteration 42Q: 3 clusters Score -1.21044e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -12104896.000000 Penalty: 5607.165527
	Iteration 43Q: 3 clusters Score -1.21049e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -12105354.000000 Penalty: 5607.165527
	Iteration 44Q: 3 clusters Score -1.210535e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -12105738.000000 Penalty: 5607.165527
	Iteration 45Q: 3 clusters Score -1.210574e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75460 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -12106163.000000 Penalty: 5607.165527
	Iteration 46Q: 3 clusters Score -1.210616e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76121 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -12106498.000000 Penalty: 5607.165527
	Iteration 47Q: 3 clusters Score -1.21065e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -12106766.000000 Penalty: 5607.165527
	Iteration 48Q: 3 clusters Score -1.210677e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -12106984.000000 Penalty: 5607.165527
	Iteration 49Q: 3 clusters Score -1.210698e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77597 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -12107199.000000 Penalty: 5607.165527
	Iteration 50Q: 3 clusters Score -1.21072e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77975 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -12107362.000000 Penalty: 5607.165527
	Iteration 51Q: 3 clusters Score -1.210736e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78305 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -12107492.000000 Penalty: 5607.165527
	Iteration 52Q: 3 clusters Score -1.210749e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -12107618.000000 Penalty: 5607.165527
	Iteration 53Q: 3 clusters Score -1.210762e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -12107752.000000 Penalty: 5607.165527
	Iteration 54Q: 3 clusters Score -1.210775e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -12107867.000000 Penalty: 5607.165527
	Iteration 55Q: 3 clusters Score -1.210787e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12107958.000000 Penalty: 5607.165527
	Iteration 56Q: 3 clusters Score -1.210796e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -12108043.000000 Penalty: 5607.165527
	Iteration 57Q: 3 clusters Score -1.210804e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -12108104.000000 Penalty: 5607.165527
	Iteration 58Q: 3 clusters Score -1.21081e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -12108151.000000 Penalty: 5607.165527
	Iteration 59Q: 3 clusters Score -1.210815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -12108225.000000 Penalty: 5607.165527
	Iteration 60F: 3 clusters Score -1.210822e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79828 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -12108256.000000 Penalty: 5607.165527
	Iteration 61Q: 3 clusters Score -1.210826e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79890 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -12108265.000000 Penalty: 5607.165527
	Iteration 62Q: 3 clusters Score -1.210826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -12108278.000000 Penalty: 5607.165527
	Iteration 63Q: 3 clusters Score -1.210828e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12108315.000000 Penalty: 5607.165527
	Iteration 64Q: 3 clusters Score -1.210832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80050 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12108331.000000 Penalty: 5607.165527
	Iteration 65Q: 3 clusters Score -1.210833e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80092 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -12108361.000000 Penalty: 5607.165527
	Iteration 66Q: 3 clusters Score -1.210836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80132 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12108365.000000 Penalty: 5607.165527
	Iteration 67Q: 3 clusters Score -1.210836e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80166 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -12108402.000000 Penalty: 5607.165527
	Iteration 68Q: 3 clusters Score -1.21084e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12108414.000000 Penalty: 5607.165527
	Iteration 69Q: 3 clusters Score -1.210841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12108435.000000 Penalty: 5607.165527
	Iteration 70Q: 3 clusters Score -1.210844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12108468.000000 Penalty: 5607.165527
	Iteration 71Q: 3 clusters Score -1.210847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12108483.000000 Penalty: 5607.165527
	Iteration 72Q: 3 clusters Score -1.210848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80268 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -12108486.000000 Penalty: 5607.165527
	Iteration 73Q: 3 clusters Score -1.210849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80281 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12108482.000000 Penalty: 5607.165527
	Iteration 74Q: 3 clusters Score -1.210848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80288 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12108486.000000 Penalty: 5607.165527
	Iteration 75Q: 3 clusters Score -1.210849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12108486.000000 Penalty: 5607.165527
	Iteration 76Q: 3 clusters Score -1.210849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12108510.000000 Penalty: 5607.165527
	Iteration 77Q: 3 clusters Score -1.210851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -12108502.000000 Penalty: 5607.165527
	Iteration 78Q: 3 clusters Score -1.21085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12108530.000000 Penalty: 5607.165527
	Iteration 79Q: 3 clusters Score -1.210853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12108524.000000 Penalty: 5607.165527
	Iteration 80F: 3 clusters Score -1.210852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12108539.000000 Penalty: 5607.165527
	Iteration 81Q: 3 clusters Score -1.210854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -12108534.000000 Penalty: 5607.165527
	Iteration 82Q: 3 clusters Score -1.210853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12108530.000000 Penalty: 5607.165527
	Iteration 83Q: 3 clusters Score -1.210853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80327 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12108533.000000 Penalty: 5607.165527
	Iteration 84Q: 3 clusters Score -1.210853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -12108542.000000 Penalty: 5607.165527
	Iteration 85Q: 3 clusters Score -1.210854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80335 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -12108549.000000 Penalty: 5607.165527
	Iteration 86Q: 3 clusters Score -1.210855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12108559.000000 Penalty: 5607.165527
	Iteration 87Q: 3 clusters Score -1.210856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -12108555.000000 Penalty: 5607.165527
	Iteration 88Q: 3 clusters Score -1.210856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -12108564.000000 Penalty: 5607.165527
	Iteration 89Q: 3 clusters Score -1.210856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12108566.000000 Penalty: 5607.165527
	Iteration 90Q: 3 clusters Score -1.210857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80359 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12108569.000000 Penalty: 5607.165527
	Iteration 91Q: 3 clusters Score -1.210857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12108574.000000 Penalty: 5607.165527
	Iteration 92Q: 3 clusters Score -1.210857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12108572.000000 Penalty: 5607.165527
	Iteration 93Q: 3 clusters Score -1.210857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80361 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -12108574.000000 Penalty: 5607.165527
	Iteration 94Q: 3 clusters Score -1.210857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12108582.000000 Penalty: 5607.165527
	Iteration 95Q: 3 clusters Score -1.210858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12108587.000000 Penalty: 5607.165527
	Iteration 96Q: 3 clusters Score -1.210859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12108596.000000 Penalty: 5607.165527
	Iteration 97Q: 3 clusters Score -1.21086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80379 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12108597.000000 Penalty: 5607.165527
	Iteration 98Q: 3 clusters Score -1.21086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12108588.000000 Penalty: 5607.165527
	Iteration 99Q: 3 clusters Score -1.210859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12108607.000000 Penalty: 5607.165527
	Iteration 100F: 3 clusters Score -1.210861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12108616.000000 Penalty: 5607.165527
	Iteration 101Q: 3 clusters Score -1.210862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80407 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -12108622.000000 Penalty: 5607.165527
	Iteration 102Q: 3 clusters Score -1.210862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -12108630.000000 Penalty: 5607.165527
	Iteration 103Q: 3 clusters Score -1.210863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -12108630.000000 Penalty: 5607.165527
	Iteration 104Q: 3 clusters Score -1.210863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80413 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12108634.000000 Penalty: 5607.165527
	Iteration 105Q: 3 clusters Score -1.210863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80417 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -12108632.000000 Penalty: 5607.165527
	Iteration 106Q: 3 clusters Score -1.210863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80419 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12108640.000000 Penalty: 5607.165527
	Iteration 107Q: 3 clusters Score -1.210864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12108632.000000 Penalty: 5607.165527
	Iteration 108Q: 3 clusters Score -1.210863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12108632.000000 Penalty: 5607.165527
	Iteration 109F: 3 clusters Score -1.210863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -417017.468750 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -417017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413916.750000 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -413916.8 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -414523.875000 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -414523.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -414675.375000 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -414675.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -414751.625000 Penalty: 3945.542725
	Iteration 3Q: 3 clusters Score -414751.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -414809.750000 Penalty: 3945.542725
	Iteration 4Q: 3 clusters Score -414809.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414880.218750 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -414880.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414965.437500 Penalty: 3945.542725
	Iteration 6Q: 3 clusters Score -414965.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -415076.562500 Penalty: 3945.542725
	Iteration 7Q: 3 clusters Score -415076.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -415222.000000 Penalty: 3945.542725
	Iteration 8Q: 3 clusters Score -415222 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -415448.562500 Penalty: 3945.542725
	Iteration 9F: 3 clusters Score -415448.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -415734.406250 Penalty: 3945.542725
	Iteration 10F: 3 clusters Score -415734.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -416019.437500 Penalty: 3945.542725
	Iteration 11F: 3 clusters Score -416019.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -416219.875000 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -416219.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -416377.187500 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -416377.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -416465.562500 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -416465.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -416513.875000 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -416513.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -416546.562500 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -416546.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -416568.156250 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -416568.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -416586.343750 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -416586.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -416607.781250 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -416607.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -416634.312500 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -416634.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -416653.500000 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -416653.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -416662.718750 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -416662.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -416669.625000 Penalty: 3945.542725
	Iteration 23Q: 3 clusters Score -416669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -416674.343750 Penalty: 3945.542725
	Iteration 24Q: 3 clusters Score -416674.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416677.531250 Penalty: 3945.542725
	Iteration 25Q: 3 clusters Score -416677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -416680.125000 Penalty: 3945.542725
	Iteration 26Q: 3 clusters Score -416680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -416681.687500 Penalty: 3945.542725
	Iteration 27Q: 3 clusters Score -416681.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -416683.531250 Penalty: 3945.542725
	Iteration 28Q: 3 clusters Score -416683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -416685.593750 Penalty: 3945.542725
	Iteration 29Q: 3 clusters Score -416685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -416687.937500 Penalty: 3945.542725
	Iteration 30Q: 3 clusters Score -416687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -416689.593750 Penalty: 3945.542725
	Iteration 31Q: 3 clusters Score -416689.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -416689.562500 Penalty: 3945.542725
	Iteration 32Q: 3 clusters Score -416689.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -416690.687500 Penalty: 3945.542725
	Iteration 33Q: 3 clusters Score -416690.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -416692.375000 Penalty: 3945.542725
	Iteration 34Q: 3 clusters Score -416692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -416693.031250 Penalty: 3945.542725
	Iteration 35Q: 3 clusters Score -416693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -416693.031250 Penalty: 3945.542725
	Iteration 36F: 3 clusters Score -416693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -633403.937500 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -633403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -628921.000000 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -628921 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -630360.187500 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -630360.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -630825.687500 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -630825.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -631225.437500 Penalty: 4229.070312
	Iteration 3F: 3 clusters Score -631225.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -631485.625000 Penalty: 4229.070312
	Iteration 4F: 3 clusters Score -631485.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -631680.187500 Penalty: 4229.070312
	Iteration 5Q: 3 clusters Score -631680.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -631834.937500 Penalty: 4229.070312
	Iteration 6Q: 3 clusters Score -631834.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -631939.500000 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -631939.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -632035.562500 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -632035.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -632100.062500 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -632100.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -632140.125000 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -632140.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -632163.687500 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -632163.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -632179.500000 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -632179.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -632196.750000 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -632196.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -632211.687500 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -632211.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -632222.250000 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -632222.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -632241.687500 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -632241.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -632257.875000 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -632257.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -632275.687500 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -632275.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -632287.125000 Penalty: 4229.070312
	Iteration 19Q: 3 clusters Score -632287.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -632297.062500 Penalty: 4229.070312
	Iteration 20F: 3 clusters Score -632297.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -632305.937500 Penalty: 4229.070312
	Iteration 21Q: 3 clusters Score -632305.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -632312.125000 Penalty: 4229.070312
	Iteration 22Q: 3 clusters Score -632312.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -632321.562500 Penalty: 4229.070312
	Iteration 23Q: 3 clusters Score -632321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -632328.812500 Penalty: 4229.070312
	Iteration 24Q: 3 clusters Score -632328.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -632337.437500 Penalty: 4229.070312
	Iteration 25Q: 3 clusters Score -632337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -632340.562500 Penalty: 4229.070312
	Iteration 26Q: 3 clusters Score -632340.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -632345.937500 Penalty: 4229.070312
	Iteration 27Q: 3 clusters Score -632345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -632354.062500 Penalty: 4229.070312
	Iteration 28Q: 3 clusters Score -632354.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -632362.375000 Penalty: 4229.070312
	Iteration 29Q: 3 clusters Score -632362.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -632363.375000 Penalty: 4229.070312
	Iteration 30Q: 3 clusters Score -632363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -632365.000000 Penalty: 4229.070312
	Iteration 31Q: 3 clusters Score -632365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -632367.250000 Penalty: 4229.070312
	Iteration 32Q: 3 clusters Score -632367.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -632369.875000 Penalty: 4229.070312
	Iteration 33Q: 3 clusters Score -632369.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -632374.250000 Penalty: 4229.070312
	Iteration 34Q: 3 clusters Score -632374.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -632378.250000 Penalty: 4229.070312
	Iteration 35Q: 3 clusters Score -632378.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -632383.187500 Penalty: 4229.070312
	Iteration 36Q: 3 clusters Score -632383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -632387.875000 Penalty: 4229.070312
	Iteration 37Q: 3 clusters Score -632387.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -632388.937500 Penalty: 4229.070312
	Iteration 38Q: 3 clusters Score -632388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -632389.062500 Penalty: 4229.070312
	Iteration 39Q: 3 clusters Score -632389.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -632389.875000 Penalty: 4229.070312
	Iteration 40F: 3 clusters Score -632389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -632390.437500 Penalty: 4229.070312
	Iteration 41Q: 3 clusters Score -632390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -632390.687500 Penalty: 4229.070312
	Iteration 42Q: 3 clusters Score -632390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -632390.687500 Penalty: 4229.070312
	Iteration 43F: 3 clusters Score -632390.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -455715.406250 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -455715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -452414.718750 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -452414.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -453086.437500 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -453086.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -453239.031250 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -453239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -453312.218750 Penalty: 3979.356689
	Iteration 3Q: 3 clusters Score -453312.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -453366.406250 Penalty: 3979.356689
	Iteration 4Q: 3 clusters Score -453366.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -453400.343750 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -453400.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -453433.312500 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -453433.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -453466.281250 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -453466.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -453491.812500 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -453491.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -453512.906250 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -453512.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -453529.156250 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -453529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -453543.062500 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -453543.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -453552.906250 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -453552.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -453566.187500 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -453566.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -453580.343750 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -453580.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -453593.343750 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -453593.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -453604.812500 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -453604.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -453617.718750 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -453617.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453630.656250 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -453630.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453642.468750 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -453642.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -453653.937500 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -453653.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -453663.281250 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -453663.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -453673.000000 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -453673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -453684.000000 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -453684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -453697.187500 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -453697.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -453715.406250 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -453715.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -453728.750000 Penalty: 3979.356689
	Iteration 26Q: 3 clusters Score -453728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -453740.343750 Penalty: 3979.356689
	Iteration 27Q: 3 clusters Score -453740.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -453749.125000 Penalty: 3979.356689
	Iteration 28Q: 3 clusters Score -453749.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -453755.437500 Penalty: 3979.356689
	Iteration 29Q: 3 clusters Score -453755.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -453758.312500 Penalty: 3979.356689
	Iteration 30Q: 3 clusters Score -453758.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -453763.125000 Penalty: 3979.356689
	Iteration 31Q: 3 clusters Score -453763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -453765.125000 Penalty: 3979.356689
	Iteration 32Q: 3 clusters Score -453765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -453766.812500 Penalty: 3979.356689
	Iteration 33Q: 3 clusters Score -453766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -453769.937500 Penalty: 3979.356689
	Iteration 34Q: 3 clusters Score -453769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -453775.312500 Penalty: 3979.356689
	Iteration 35Q: 3 clusters Score -453775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -453777.468750 Penalty: 3979.356689
	Iteration 36Q: 3 clusters Score -453777.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -453779.687500 Penalty: 3979.356689
	Iteration 37Q: 3 clusters Score -453779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -453781.687500 Penalty: 3979.356689
	Iteration 38Q: 3 clusters Score -453781.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -453784.843750 Penalty: 3979.356689
	Iteration 39Q: 3 clusters Score -453784.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -453787.281250 Penalty: 3979.356689
	Iteration 40F: 3 clusters Score -453787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -453790.906250 Penalty: 3979.356689
	Iteration 41Q: 3 clusters Score -453790.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -453793.156250 Penalty: 3979.356689
	Iteration 42Q: 3 clusters Score -453793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -453795.000000 Penalty: 3979.356689
	Iteration 43Q: 3 clusters Score -453795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -453796.218750 Penalty: 3979.356689
	Iteration 44Q: 3 clusters Score -453796.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -453796.375000 Penalty: 3979.356689
	Iteration 45Q: 3 clusters Score -453796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -453796.968750 Penalty: 3979.356689
	Iteration 46Q: 3 clusters Score -453797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -453796.968750 Penalty: 3979.356689
	Iteration 47F: 3 clusters Score -453797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (24513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Entering Unmasked Estep 
Score: -3378850.750000 Penalty: 2506.525635
	Iteration 0F: 2 clusters Score -3378851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3361926.250000 Penalty: 5013.051270
	Iteration 0F: 3 clusters Score -3361926 nChanged 10880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -3368332.500000 Penalty: 5013.051270
	Iteration 1F: 3 clusters Score -3368332 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3369363.500000 Penalty: 5013.051270
	Iteration 2F: 3 clusters Score -3369364 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3370554.000000 Penalty: 5013.051270
	Iteration 3F: 3 clusters Score -3370554 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -3371766.250000 Penalty: 5013.051270
	Iteration 4F: 3 clusters Score -3371766 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3372871.000000 Penalty: 5013.051270
	Iteration 5F: 3 clusters Score -3372871 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3373752.250000 Penalty: 5013.051270
	Iteration 6F: 3 clusters Score -3373752 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -3374404.500000 Penalty: 5013.051270
	Iteration 7Q: 3 clusters Score -3374404 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3374822.750000 Penalty: 5013.051270
	Iteration 8Q: 3 clusters Score -3374823 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3375121.250000 Penalty: 5013.051270
	Iteration 9Q: 3 clusters Score -3375121 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3375346.500000 Penalty: 5013.051270
	Iteration 10Q: 3 clusters Score -3375346 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3375507.000000 Penalty: 5013.051270
	Iteration 11Q: 3 clusters Score -3375507 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3375622.500000 Penalty: 5013.051270
	Iteration 12Q: 3 clusters Score -3375622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3375715.750000 Penalty: 5013.051270
	Iteration 13Q: 3 clusters Score -3375716 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3375820.750000 Penalty: 5013.051270
	Iteration 14Q: 3 clusters Score -3375821 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3375875.500000 Penalty: 5013.051270
	Iteration 15Q: 3 clusters Score -3375876 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3375989.750000 Penalty: 5013.051270
	Iteration 16Q: 3 clusters Score -3375990 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3376059.750000 Penalty: 5013.051270
	Iteration 17Q: 3 clusters Score -3376060 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -3376128.250000 Penalty: 5013.051270
	Iteration 18Q: 3 clusters Score -3376128 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3376184.500000 Penalty: 5013.051270
	Iteration 19Q: 3 clusters Score -3376184 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3376228.000000 Penalty: 5013.051270
	Iteration 20F: 3 clusters Score -3376228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3376295.500000 Penalty: 5013.051270
	Iteration 21Q: 3 clusters Score -3376296 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3376339.000000 Penalty: 5013.051270
	Iteration 22Q: 3 clusters Score -3376339 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3376373.500000 Penalty: 5013.051270
	Iteration 23Q: 3 clusters Score -3376374 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -3376418.000000 Penalty: 5013.051270
	Iteration 24Q: 3 clusters Score -3376418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3376485.250000 Penalty: 5013.051270
	Iteration 25Q: 3 clusters Score -3376485 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3376519.500000 Penalty: 5013.051270
	Iteration 26Q: 3 clusters Score -3376520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -3376569.000000 Penalty: 5013.051270
	Iteration 27Q: 3 clusters Score -3376569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -3376615.500000 Penalty: 5013.051270
	Iteration 28Q: 3 clusters Score -3376616 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -3376669.750000 Penalty: 5013.051270
	Iteration 29Q: 3 clusters Score -3376670 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3376737.250000 Penalty: 5013.051270
	Iteration 30Q: 3 clusters Score -3376737 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3376783.250000 Penalty: 5013.051270
	Iteration 31Q: 3 clusters Score -3376783 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3376829.500000 Penalty: 5013.051270
	Iteration 32Q: 3 clusters Score -3376830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3376868.750000 Penalty: 5013.051270
	Iteration 33Q: 3 clusters Score -3376869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3376913.500000 Penalty: 5013.051270
	Iteration 34Q: 3 clusters Score -3376914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3376951.000000 Penalty: 5013.051270
	Iteration 35Q: 3 clusters Score -3376951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -3376981.000000 Penalty: 5013.051270
	Iteration 36Q: 3 clusters Score -3376981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3377009.750000 Penalty: 5013.051270
	Iteration 37Q: 3 clusters Score -3377010 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3377042.750000 Penalty: 5013.051270
	Iteration 38Q: 3 clusters Score -3377043 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -3377072.500000 Penalty: 5013.051270
	Iteration 39Q: 3 clusters Score -3377072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3377089.250000 Penalty: 5013.051270
	Iteration 40F: 3 clusters Score -3377089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3377112.000000 Penalty: 5013.051270
	Iteration 41Q: 3 clusters Score -3377112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3377127.750000 Penalty: 5013.051270
	Iteration 42Q: 3 clusters Score -3377128 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3377140.250000 Penalty: 5013.051270
	Iteration 43Q: 3 clusters Score -3377140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3377159.500000 Penalty: 5013.051270
	Iteration 44Q: 3 clusters Score -3377160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3377168.000000 Penalty: 5013.051270
	Iteration 45Q: 3 clusters Score -3377168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3377171.250000 Penalty: 5013.051270
	Iteration 46Q: 3 clusters Score -3377171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3377186.750000 Penalty: 5013.051270
	Iteration 47Q: 3 clusters Score -3377187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3377200.250000 Penalty: 5013.051270
	Iteration 48Q: 3 clusters Score -3377200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3377205.250000 Penalty: 5013.051270
	Iteration 49Q: 3 clusters Score -3377205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3377209.000000 Penalty: 5013.051270
	Iteration 50Q: 3 clusters Score -3377209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -3377206.750000 Penalty: 5013.051270
	Iteration 51Q: 3 clusters Score -3377207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3377215.000000 Penalty: 5013.051270
	Iteration 52Q: 3 clusters Score -3377215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3377222.000000 Penalty: 5013.051270
	Iteration 53Q: 3 clusters Score -3377222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3377226.500000 Penalty: 5013.051270
	Iteration 54Q: 3 clusters Score -3377226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3377233.000000 Penalty: 5013.051270
	Iteration 55Q: 3 clusters Score -3377233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -3377243.250000 Penalty: 5013.051270
	Iteration 56Q: 3 clusters Score -3377243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3377247.000000 Penalty: 5013.051270
	Iteration 57Q: 3 clusters Score -3377247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3377246.000000 Penalty: 5013.051270
	Iteration 58Q: 3 clusters Score -3377246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3377252.250000 Penalty: 5013.051270
	Iteration 59Q: 3 clusters Score -3377252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3377250.750000 Penalty: 5013.051270
	Iteration 60F: 3 clusters Score -3377251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -3377255.000000 Penalty: 5013.051270
	Iteration 61Q: 3 clusters Score -3377255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3377252.500000 Penalty: 5013.051270
	Iteration 62Q: 3 clusters Score -3377252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3377257.250000 Penalty: 5013.051270
	Iteration 63Q: 3 clusters Score -3377257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3377258.750000 Penalty: 5013.051270
	Iteration 64Q: 3 clusters Score -3377259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3377265.250000 Penalty: 5013.051270
	Iteration 65Q: 3 clusters Score -3377265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -3377259.750000 Penalty: 5013.051270
	Iteration 66Q: 3 clusters Score -3377260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3377267.500000 Penalty: 5013.051270
	Iteration 67Q: 3 clusters Score -3377268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3377258.750000 Penalty: 5013.051270
	Iteration 68Q: 3 clusters Score -3377259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3377266.750000 Penalty: 5013.051270
	Iteration 69Q: 3 clusters Score -3377267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3377269.750000 Penalty: 5013.051270
	Iteration 70Q: 3 clusters Score -3377270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3377271.500000 Penalty: 5013.051270
	Iteration 71Q: 3 clusters Score -3377272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3377269.500000 Penalty: 5013.051270
	Iteration 72Q: 3 clusters Score -3377270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3377271.000000 Penalty: 5013.051270
	Iteration 73Q: 3 clusters Score -3377271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3377272.000000 Penalty: 5013.051270
	Iteration 74Q: 3 clusters Score -3377272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3377274.000000 Penalty: 5013.051270
	Iteration 75Q: 3 clusters Score -3377274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -3377273.750000 Penalty: 5013.051270
	Iteration 76Q: 3 clusters Score -3377274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3377270.500000 Penalty: 5013.051270
	Iteration 77Q: 3 clusters Score -3377270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3377270.250000 Penalty: 5013.051270
	Iteration 78Q: 3 clusters Score -3377270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -3377266.500000 Penalty: 5013.051270
	Iteration 79Q: 3 clusters Score -3377266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -3377269.000000 Penalty: 5013.051270
	Iteration 80F: 3 clusters Score -3377269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3377270.750000 Penalty: 5013.051270
	Iteration 81Q: 3 clusters Score -3377271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3377281.750000 Penalty: 5013.051270
	Iteration 82Q: 3 clusters Score -3377282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3377282.750000 Penalty: 5013.051270
	Iteration 83Q: 3 clusters Score -3377283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -3377281.000000 Penalty: 5013.051270
	Iteration 84Q: 3 clusters Score -3377281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3377278.500000 Penalty: 5013.051270
	Iteration 85Q: 3 clusters Score -3377278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3377274.250000 Penalty: 5013.051270
	Iteration 86Q: 3 clusters Score -3377274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3377279.750000 Penalty: 5013.051270
	Iteration 87Q: 3 clusters Score -3377280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3377286.000000 Penalty: 5013.051270
	Iteration 88Q: 3 clusters Score -3377286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3377283.250000 Penalty: 5013.051270
	Iteration 89Q: 3 clusters Score -3377283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3377285.000000 Penalty: 5013.051270
	Iteration 90Q: 3 clusters Score -3377285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3377288.000000 Penalty: 5013.051270
	Iteration 91Q: 3 clusters Score -3377288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3377288.750000 Penalty: 5013.051270
	Iteration 92Q: 3 clusters Score -3377289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3377286.000000 Penalty: 5013.051270
	Iteration 93Q: 3 clusters Score -3377286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3377284.500000 Penalty: 5013.051270
	Iteration 94Q: 3 clusters Score -3377284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3377284.750000 Penalty: 5013.051270
	Iteration 95Q: 3 clusters Score -3377285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3377285.750000 Penalty: 5013.051270
	Iteration 96Q: 3 clusters Score -3377286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3377284.250000 Penalty: 5013.051270
	Iteration 97Q: 3 clusters Score -3377284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3377284.250000 Penalty: 5013.051270
	Iteration 98Q: 3 clusters Score -3377284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3377289.000000 Penalty: 5013.051270
	Iteration 99Q: 3 clusters Score -3377289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3377290.500000 Penalty: 5013.051270
	Iteration 100F: 3 clusters Score -3377290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3377288.000000 Penalty: 5013.051270
	Iteration 101Q: 3 clusters Score -3377288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -3377285.250000 Penalty: 5013.051270
	Iteration 102Q: 3 clusters Score -3377285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3377287.500000 Penalty: 5013.051270
	Iteration 103Q: 3 clusters Score -3377288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3377287.500000 Penalty: 5013.051270
	Iteration 104F: 3 clusters Score -3377288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -1618023.000000 Penalty: 2309.038330
	Iteration 0F: 2 clusters Score -1618023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1609761.125000 Penalty: 4618.076660
	Iteration 0F: 3 clusters Score -1609761 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1612356.875000 Penalty: 4618.076660
	Iteration 1F: 3 clusters Score -1612357 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1612803.250000 Penalty: 4618.076660
	Iteration 2F: 3 clusters Score -1612803 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1613098.125000 Penalty: 4618.076660
	Iteration 3F: 3 clusters Score -1613098 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1613338.500000 Penalty: 4618.076660
	Iteration 4Q: 3 clusters Score -1613338 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1613509.250000 Penalty: 4618.076660
	Iteration 5Q: 3 clusters Score -1613509 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1613680.750000 Penalty: 4618.076660
	Iteration 6Q: 3 clusters Score -1613681 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1613808.625000 Penalty: 4618.076660
	Iteration 7Q: 3 clusters Score -1613809 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1613925.250000 Penalty: 4618.076660
	Iteration 8Q: 3 clusters Score -1613925 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1614031.750000 Penalty: 4618.076660
	Iteration 9Q: 3 clusters Score -1614032 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1614138.500000 Penalty: 4618.076660
	Iteration 10Q: 3 clusters Score -1614138 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1614245.250000 Penalty: 4618.076660
	Iteration 11Q: 3 clusters Score -1614245 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1614359.250000 Penalty: 4618.076660
	Iteration 12Q: 3 clusters Score -1614359 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1614446.375000 Penalty: 4618.076660
	Iteration 13Q: 3 clusters Score -1614446 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1614530.500000 Penalty: 4618.076660
	Iteration 14Q: 3 clusters Score -1614530 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1614596.375000 Penalty: 4618.076660
	Iteration 15Q: 3 clusters Score -1614596 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1614643.750000 Penalty: 4618.076660
	Iteration 16Q: 3 clusters Score -1614644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1614681.875000 Penalty: 4618.076660
	Iteration 17Q: 3 clusters Score -1614682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1614711.250000 Penalty: 4618.076660
	Iteration 18Q: 3 clusters Score -1614711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1614743.750000 Penalty: 4618.076660
	Iteration 19Q: 3 clusters Score -1614744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1614757.375000 Penalty: 4618.076660
	Iteration 20F: 3 clusters Score -1614757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1614780.375000 Penalty: 4618.076660
	Iteration 21Q: 3 clusters Score -1614780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1614803.500000 Penalty: 4618.076660
	Iteration 22Q: 3 clusters Score -1614804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1614824.125000 Penalty: 4618.076660
	Iteration 23Q: 3 clusters Score -1614824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1614842.875000 Penalty: 4618.076660
	Iteration 24Q: 3 clusters Score -1614843 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1614859.750000 Penalty: 4618.076660
	Iteration 25Q: 3 clusters Score -1614860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1614868.500000 Penalty: 4618.076660
	Iteration 26Q: 3 clusters Score -1614868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1614879.750000 Penalty: 4618.076660
	Iteration 27Q: 3 clusters Score -1614880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1614888.875000 Penalty: 4618.076660
	Iteration 28Q: 3 clusters Score -1614889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1614901.000000 Penalty: 4618.076660
	Iteration 29Q: 3 clusters Score -1614901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1614908.375000 Penalty: 4618.076660
	Iteration 30Q: 3 clusters Score -1614908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1614911.875000 Penalty: 4618.076660
	Iteration 31Q: 3 clusters Score -1614912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1614924.625000 Penalty: 4618.076660
	Iteration 32Q: 3 clusters Score -1614925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1614930.500000 Penalty: 4618.076660
	Iteration 33Q: 3 clusters Score -1614930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1614935.375000 Penalty: 4618.076660
	Iteration 34Q: 3 clusters Score -1614935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1614935.500000 Penalty: 4618.076660
	Iteration 35Q: 3 clusters Score -1614936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1614937.500000 Penalty: 4618.076660
	Iteration 36Q: 3 clusters Score -1614938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1614940.250000 Penalty: 4618.076660
	Iteration 37Q: 3 clusters Score -1614940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1614941.500000 Penalty: 4618.076660
	Iteration 38Q: 3 clusters Score -1614942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1614942.125000 Penalty: 4618.076660
	Iteration 39Q: 3 clusters Score -1614942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1614945.750000 Penalty: 4618.076660
	Iteration 40F: 3 clusters Score -1614946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1614948.375000 Penalty: 4618.076660
	Iteration 41Q: 3 clusters Score -1614948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1614950.250000 Penalty: 4618.076660
	Iteration 42Q: 3 clusters Score -1614950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1614951.500000 Penalty: 4618.076660
	Iteration 43Q: 3 clusters Score -1614952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1614951.375000 Penalty: 4618.076660
	Iteration 44Q: 3 clusters Score -1614951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1614952.000000 Penalty: 4618.076660
	Iteration 45Q: 3 clusters Score -1614952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1614952.250000 Penalty: 4618.076660
	Iteration 46Q: 3 clusters Score -1614952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1614948.625000 Penalty: 4618.076660
	Iteration 47Q: 3 clusters Score -1614949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1614950.875000 Penalty: 4618.076660
	Iteration 48Q: 3 clusters Score -1614951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1614950.250000 Penalty: 4618.076660
	Iteration 49Q: 3 clusters Score -1614950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1614954.875000 Penalty: 4618.076660
	Iteration 50Q: 3 clusters Score -1614955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1614953.750000 Penalty: 4618.076660
	Iteration 51Q: 3 clusters Score -1614954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1614952.625000 Penalty: 4618.076660
	Iteration 52Q: 3 clusters Score -1614953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1614952.125000 Penalty: 4618.076660
	Iteration 53Q: 3 clusters Score -1614952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1614954.250000 Penalty: 4618.076660
	Iteration 54Q: 3 clusters Score -1614954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1614955.125000 Penalty: 4618.076660
	Iteration 55Q: 3 clusters Score -1614955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1614957.000000 Penalty: 4618.076660
	Iteration 56Q: 3 clusters Score -1614957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1614954.875000 Penalty: 4618.076660
	Iteration 57Q: 3 clusters Score -1614955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1614954.750000 Penalty: 4618.076660
	Iteration 58Q: 3 clusters Score -1614955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1614954.750000 Penalty: 4618.076660
	Iteration 59F: 3 clusters Score -1614955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -472934.781250 Penalty: 2022.387451
	Iteration 0F: 2 clusters Score -472934.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -469477.468750 Penalty: 4044.774902
	Iteration 0F: 3 clusters Score -469477.5 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -470958.218750 Penalty: 4044.774902
	Iteration 1F: 3 clusters Score -470958.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -471901.687500 Penalty: 4044.774902
	Iteration 2F: 3 clusters Score -471901.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -472595.343750 Penalty: 4044.774902
	Iteration 3F: 3 clusters Score -472595.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -473050.937500 Penalty: 4044.774902
	Iteration 4F: 3 clusters Score -473050.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -473339.656250 Penalty: 4044.774902
	Iteration 5F: 3 clusters Score -473339.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -473561.562500 Penalty: 4044.774902
	Iteration 6Q: 3 clusters Score -473561.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -473746.093750 Penalty: 4044.774902
	Iteration 7Q: 3 clusters Score -473746.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -473934.968750 Penalty: 4044.774902
	Iteration 8Q: 3 clusters Score -473935 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -474069.531250 Penalty: 4044.774902
	Iteration 9Q: 3 clusters Score -474069.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -474113.281250 Penalty: 4044.774902
	Iteration 10Q: 3 clusters Score -474113.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -474135.281250 Penalty: 4044.774902
	Iteration 11Q: 3 clusters Score -474135.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -474156.312500 Penalty: 4044.774902
	Iteration 12Q: 3 clusters Score -474156.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -474180.375000 Penalty: 4044.774902
	Iteration 13Q: 3 clusters Score -474180.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -474196.593750 Penalty: 4044.774902
	Iteration 14Q: 3 clusters Score -474196.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -474203.562500 Penalty: 4044.774902
	Iteration 15Q: 3 clusters Score -474203.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -474206.468750 Penalty: 4044.774902
	Iteration 16Q: 3 clusters Score -474206.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -474207.843750 Penalty: 4044.774902
	Iteration 17Q: 3 clusters Score -474207.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -474208.187500 Penalty: 4044.774902
	Iteration 18Q: 3 clusters Score -474208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -474208.718750 Penalty: 4044.774902
	Iteration 19Q: 3 clusters Score -474208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -474208.500000 Penalty: 4044.774902
	Iteration 20F: 3 clusters Score -474208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 1796 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 728 members 
Mstep: Class 47 contains 1684 members 
Entering Unmasked Estep 
Score: -115038872.000000 Penalty: 158475.468750
Splitting cluster 42 changes total score from -115038704.000000 to -115038872.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 43 (121196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121196 members 
Entering Unmasked Estep 
Score: -17826446.000000 Penalty: 2902.880615
	Iteration 0F: 2 clusters Score -1.782645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -17745780.000000 Penalty: 5805.761230
	Iteration 0F: 3 clusters Score -1.774578e+07 nChanged 57502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -17778828.000000 Penalty: 5805.761230
	Iteration 1F: 3 clusters Score -1.777883e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -17780326.000000 Penalty: 5805.761230
	Iteration 2Q: 3 clusters Score -1.778033e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -17781906.000000 Penalty: 5805.761230
	Iteration 3Q: 3 clusters Score -1.778191e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -17783938.000000 Penalty: 5805.761230
	Iteration 4Q: 3 clusters Score -1.778394e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -17786134.000000 Penalty: 5805.761230
	Iteration 5Q: 3 clusters Score -1.778613e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67351 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -17788668.000000 Penalty: 5805.761230
	Iteration 6F: 3 clusters Score -1.778867e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70615 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -17791518.000000 Penalty: 5805.761230
	Iteration 7F: 3 clusters Score -1.779152e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -17794496.000000 Penalty: 5805.761230
	Iteration 8F: 3 clusters Score -1.77945e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78882 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -17797696.000000 Penalty: 5805.761230
	Iteration 9F: 3 clusters Score -1.77977e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -17800812.000000 Penalty: 5805.761230
	Iteration 10Q: 3 clusters Score -1.780081e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88480 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -17804026.000000 Penalty: 5805.761230
	Iteration 11Q: 3 clusters Score -1.780403e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -17807390.000000 Penalty: 5805.761230
	Iteration 12Q: 3 clusters Score -1.780739e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -17810470.000000 Penalty: 5805.761230
	Iteration 13Q: 3 clusters Score -1.781047e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -17813550.000000 Penalty: 5805.761230
	Iteration 14Q: 3 clusters Score -1.781355e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -17816072.000000 Penalty: 5805.761230
	Iteration 15Q: 3 clusters Score -1.781607e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -17817918.000000 Penalty: 5805.761230
	Iteration 16Q: 3 clusters Score -1.781792e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -17819516.000000 Penalty: 5805.761230
	Iteration 17Q: 3 clusters Score -1.781952e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113748 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -17820612.000000 Penalty: 5805.761230
	Iteration 18Q: 3 clusters Score -1.782061e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -17821458.000000 Penalty: 5805.761230
	Iteration 19Q: 3 clusters Score -1.782146e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116299 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -17822110.000000 Penalty: 5805.761230
	Iteration 20F: 3 clusters Score -1.782211e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -17822566.000000 Penalty: 5805.761230
	Iteration 21Q: 3 clusters Score -1.782257e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117817 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -17822914.000000 Penalty: 5805.761230
	Iteration 22Q: 3 clusters Score -1.782291e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118331 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -17823178.000000 Penalty: 5805.761230
	Iteration 23Q: 3 clusters Score -1.782318e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118745 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -17823302.000000 Penalty: 5805.761230
	Iteration 24Q: 3 clusters Score -1.78233e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -17823466.000000 Penalty: 5805.761230
	Iteration 25Q: 3 clusters Score -1.782347e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -17823652.000000 Penalty: 5805.761230
	Iteration 26Q: 3 clusters Score -1.782365e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119558 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -17823748.000000 Penalty: 5805.761230
	Iteration 27Q: 3 clusters Score -1.782375e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -17823858.000000 Penalty: 5805.761230
	Iteration 28Q: 3 clusters Score -1.782386e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119820 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17823932.000000 Penalty: 5805.761230
	Iteration 29Q: 3 clusters Score -1.782393e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119894 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17823968.000000 Penalty: 5805.761230
	Iteration 30Q: 3 clusters Score -1.782397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119945 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -17824000.000000 Penalty: 5805.761230
	Iteration 31Q: 3 clusters Score -1.7824e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -17824032.000000 Penalty: 5805.761230
	Iteration 32Q: 3 clusters Score -1.782403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120024 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17824036.000000 Penalty: 5805.761230
	Iteration 33Q: 3 clusters Score -1.782404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120054 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17824078.000000 Penalty: 5805.761230
	Iteration 34Q: 3 clusters Score -1.782408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -17824112.000000 Penalty: 5805.761230
	Iteration 35Q: 3 clusters Score -1.782411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120112 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -17824108.000000 Penalty: 5805.761230
	Iteration 36Q: 3 clusters Score -1.782411e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120132 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -17824100.000000 Penalty: 5805.761230
	Iteration 37Q: 3 clusters Score -1.78241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -17824108.000000 Penalty: 5805.761230
	Iteration 38Q: 3 clusters Score -1.782411e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120175 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -17824098.000000 Penalty: 5805.761230
	Iteration 39Q: 3 clusters Score -1.78241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120186 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -17824124.000000 Penalty: 5805.761230
	Iteration 40F: 3 clusters Score -1.782412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -17824142.000000 Penalty: 5805.761230
	Iteration 41Q: 3 clusters Score -1.782414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120203 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -17824160.000000 Penalty: 5805.761230
	Iteration 42Q: 3 clusters Score -1.782416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120209 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 5805.761230
	Iteration 43Q: 3 clusters Score -1.782416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120213 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -17824158.000000 Penalty: 5805.761230
	Iteration 44Q: 3 clusters Score -1.782416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120216 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -17824166.000000 Penalty: 5805.761230
	Iteration 45Q: 3 clusters Score -1.782417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120220 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -17824158.000000 Penalty: 5805.761230
	Iteration 46Q: 3 clusters Score -1.782416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120224 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -17824172.000000 Penalty: 5805.761230
	Iteration 47Q: 3 clusters Score -1.782417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120227 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17824170.000000 Penalty: 5805.761230
	Iteration 48Q: 3 clusters Score -1.782417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120231 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -17824160.000000 Penalty: 5805.761230
	Iteration 49Q: 3 clusters Score -1.782416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -17824174.000000 Penalty: 5805.761230
	Iteration 50Q: 3 clusters Score -1.782417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 5805.761230
	Iteration 51Q: 3 clusters Score -1.782416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120234 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -17824162.000000 Penalty: 5805.761230
	Iteration 52F: 3 clusters Score -1.782416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -145930.203125 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -145930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143955.796875 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -143955.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144336.796875 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -144336.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -144474.484375 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -144474.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -144588.093750 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -144588.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144777.578125 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -144777.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144934.828125 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -144934.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -145071.406250 Penalty: 3463.959717
	Iteration 6Q: 3 clusters Score -145071.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -145141.640625 Penalty: 3463.959717
	Iteration 7Q: 3 clusters Score -145141.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -145209.406250 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -145209.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -145308.671875 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -145308.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -145378.437500 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -145378.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -145494.015625 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -145494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -145873.484375 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -145873.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -146727.750000 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -146727.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -147163.031250 Penalty: 3463.959717
	Iteration 14Q: 3 clusters Score -147163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -147332.218750 Penalty: 3463.959717
	Iteration 15Q: 3 clusters Score -147332.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -147359.890625 Penalty: 3463.959717
	Iteration 16Q: 3 clusters Score -147359.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -147376.281250 Penalty: 3463.959717
	Iteration 17Q: 3 clusters Score -147376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -147380.140625 Penalty: 3463.959717
	Iteration 18Q: 3 clusters Score -147380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -147383.843750 Penalty: 3463.959717
	Iteration 19Q: 3 clusters Score -147383.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -147390.468750 Penalty: 3463.959717
	Iteration 20F: 3 clusters Score -147390.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -147407.437500 Penalty: 3463.959717
	Iteration 21Q: 3 clusters Score -147407.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -147408.609375 Penalty: 3463.959717
	Iteration 22Q: 3 clusters Score -147408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -147408.609375 Penalty: 3463.959717
	Iteration 23F: 3 clusters Score -147408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 1796 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 715 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 728 members 
Mstep: Class 47 contains 1684 members 
Mstep: Class 48 contains 364 members 
Entering Unmasked Estep 
Score: -115038648.000000 Penalty: 161847.281250
Splitting cluster 44 changes total score from -115038704.000000 to -115038648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 45 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -18704.269531 Penalty: 1245.922363
	Iteration 0F: 2 clusters Score -18704.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17994.380859 Penalty: 2491.844727
	Iteration 0F: 3 clusters Score -17994.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18092.027344 Penalty: 2491.844727
	Iteration 1F: 3 clusters Score -18092.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18104.142578 Penalty: 2491.844727
	Iteration 2Q: 3 clusters Score -18104.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18118.328125 Penalty: 2491.844727
	Iteration 3Q: 3 clusters Score -18118.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18118.328125 Penalty: 2491.844727
	Iteration 4F: 3 clusters Score -18118.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7122 members 
Mstep: Class 5 contains 35827 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 20096 members 
Mstep: Class 9 contains 18586 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 9903 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 59842 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 7047 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 6420 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 2854 members 
Mstep: Class 24 contains 19604 members 
Mstep: Class 25 contains 3586 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 2488 members 
Mstep: Class 28 contains 6386 members 
Mstep: Class 29 contains 18398 members 
Mstep: Class 30 contains 30917 members 
Mstep: Class 31 contains 98597 members 
Mstep: Class 32 contains 443 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5160 members 
Mstep: Class 35 contains 675 members 
Mstep: Class 36 contains 81208 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5046 members 
Mstep: Class 39 contains 3050 members 
Mstep: Class 40 contains 24513 members 
Mstep: Class 41 contains 11055 members 
Mstep: Class 42 contains 1796 members 
Mstep: Class 43 contains 121196 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115039272.000000 Penalty: 158475.468750
Iteration 119Q: 48 clusters Score -1.150393e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 16328 members 
Mstep: Class 4 contains 7118 members 
Mstep: Class 5 contains 35812 members 
Mstep: Class 6 contains 32537 members 
Mstep: Class 7 contains 12134 members 
Mstep: Class 8 contains 20121 members 
Mstep: Class 9 contains 18904 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 32133 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16600 members 
Mstep: Class 15 contains 59746 members 
Mstep: Class 16 contains 11184 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 964 members 
Mstep: Class 19 contains 8668 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 6419 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 19599 members 
Mstep: Class 25 contains 3587 members 
Mstep: Class 26 contains 9116 members 
Mstep: Class 27 contains 2483 members 
Mstep: Class 28 contains 6392 members 
Mstep: Class 29 contains 18540 members 
Mstep: Class 30 contains 30899 members 
Mstep: Class 31 contains 98590 members 
Mstep: Class 32 contains 469 members 
Mstep: Class 33 contains 6282 members 
Mstep: Class 34 contains 5178 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 81171 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5051 members 
Mstep: Class 39 contains 3051 members 
Mstep: Class 40 contains 24574 members 
Mstep: Class 41 contains 11057 members 
Mstep: Class 42 contains 1911 members 
Mstep: Class 43 contains 120944 members 
Mstep: Class 44 contains 1079 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 728 members 
Mstep: Class 47 contains 1655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040056.000000 Penalty: 158475.468750
Iteration 120F: 48 clusters Score -1.150401e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16327 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 35795 members 
Mstep: Class 6 contains 32401 members 
Mstep: Class 7 contains 12014 members 
Mstep: Class 8 contains 20112 members 
Mstep: Class 9 contains 19233 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 9853 members 
Mstep: Class 12 contains 32129 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 16612 members 
Mstep: Class 15 contains 59604 members 
Mstep: Class 16 contains 11182 members 
Mstep: Class 17 contains 6996 members 
Mstep: Class 18 contains 956 members 
Mstep: Class 19 contains 8659 members 
Mstep: Class 20 contains 10767 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 8568 members 
Mstep: Class 23 contains 2868 members 
Mstep: Class 24 contains 19598 members 
Mstep: Class 25 contains 3606 members 
Mstep: Class 26 contains 9114 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 6389 members 
Mstep: Class 29 contains 18725 members 
Mstep: Class 30 contains 30877 members 
Mstep: Class 31 contains 98576 members 
Mstep: Class 32 contains 486 members 
Mstep: Class 33 contains 6283 members 
Mstep: Class 34 contains 5200 members 
Mstep: Class 35 contains 674 members 
Mstep: Class 36 contains 81133 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 3052 members 
Mstep: Class 40 contains 24589 members 
Mstep: Class 41 contains 11059 members 
Mstep: Class 42 contains 1964 members 
Mstep: Class 43 contains 120635 members 
Mstep: Class 44 contains 1078 members 
Mstep: Class 45 contains 151 members 
Mstep: Class 46 contains 729 members 
Mstep: Class 47 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040624.000000 Penalty: 158475.468750
Iteration 121Q: 48 clusters Score -1.150406e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 5 contains 35782 members 
Mstep: Class 6 contains 32278 members 
Mstep: Class 7 contains 11964 members 
Mstep: Class 8 contains 20103 members 
Mstep: Class 9 contains 19559 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 9840 members 
Mstep: Class 12 contains 32128 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 16628 members 
Mstep: Class 15 contains 59468 members 
Mstep: Class 16 contains 11190 members 
Mstep: Class 17 contains 6974 members 
Mstep: Class 18 contains 951 members 
Mstep: Class 19 contains 8658 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 6408 members 
Mstep: Class 22 contains 8573 members 
Mstep: Class 23 contains 2872 members 
Mstep: Class 24 contains 19593 members 
Mstep: Class 25 contains 3619 members 
Mstep: Class 26 contains 9109 members 
Mstep: Class 27 contains 2460 members 
Mstep: Class 28 contains 6399 members 
Mstep: Class 29 contains 18920 members 
Mstep: Class 30 contains 30871 members 
Mstep: Class 31 contains 98555 members 
Mstep: Class 32 contains 497 members 
Mstep: Class 33 contains 6282 members 
Mstep: Class 34 contains 5217 members 
Mstep: Class 35 contains 678 members 
Mstep: Class 36 contains 81105 members 
Mstep: Class 37 contains 2848 members 
Mstep: Class 38 contains 5041 members 
Mstep: Class 39 contains 3055 members 
Mstep: Class 40 contains 24644 members 
Mstep: Class 41 contains 11063 members 
Mstep: Class 42 contains 2004 members 
Mstep: Class 43 contains 120321 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 150 members 
Mstep: Class 46 contains 730 members 
Mstep: Class 47 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040936.000000 Penalty: 158475.468750
Iteration 122Q: 48 clusters Score -1.150409e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16328 members 
Mstep: Class 4 contains 7141 members 
Mstep: Class 5 contains 35766 members 
Mstep: Class 6 contains 32167 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 20134 members 
Mstep: Class 9 contains 19887 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 9829 members 
Mstep: Class 12 contains 32134 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16637 members 
Mstep: Class 15 contains 59337 members 
Mstep: Class 16 contains 11178 members 
Mstep: Class 17 contains 6944 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 10754 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 8576 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 19585 members 
Mstep: Class 25 contains 3639 members 
Mstep: Class 26 contains 9105 members 
Mstep: Class 27 contains 2459 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 19107 members 
Mstep: Class 30 contains 30860 members 
Mstep: Class 31 contains 98542 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 5226 members 
Mstep: Class 35 contains 680 members 
Mstep: Class 36 contains 81063 members 
Mstep: Class 37 contains 2846 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 24702 members 
Mstep: Class 41 contains 11065 members 
Mstep: Class 42 contains 2030 members 
Mstep: Class 43 contains 120011 members 
Mstep: Class 44 contains 1077 members 
Mstep: Class 45 contains 149 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041016.000000 Penalty: 158475.468750
Iteration 123Q: 48 clusters Score -1.15041e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16327 members 
Mstep: Class 4 contains 7154 members 
Mstep: Class 5 contains 35753 members 
Mstep: Class 6 contains 32044 members 
Mstep: Class 7 contains 11921 members 
Mstep: Class 8 contains 20163 members 
Mstep: Class 9 contains 20219 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 9823 members 
Mstep: Class 12 contains 32136 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 59238 members 
Mstep: Class 16 contains 11172 members 
Mstep: Class 17 contains 6908 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 8662 members 
Mstep: Class 20 contains 10745 members 
Mstep: Class 21 contains 6409 members 
Mstep: Class 22 contains 8584 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 19577 members 
Mstep: Class 25 contains 3649 members 
Mstep: Class 26 contains 9103 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 6427 members 
Mstep: Class 29 contains 19333 members 
Mstep: Class 30 contains 30847 members 
Mstep: Class 31 contains 98519 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 5237 members 
Mstep: Class 35 contains 684 members 
Mstep: Class 36 contains 81022 members 
Mstep: Class 37 contains 2845 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3058 members 
Mstep: Class 40 contains 24751 members 
Mstep: Class 41 contains 11065 members 
Mstep: Class 42 contains 2046 members 
Mstep: Class 43 contains 119671 members 
Mstep: Class 44 contains 1076 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115040984.000000 Penalty: 158475.468750
Iteration 124Q: 48 clusters Score -1.15041e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 16329 members 
Mstep: Class 4 contains 7160 members 
Mstep: Class 5 contains 35748 members 
Mstep: Class 6 contains 31909 members 
Mstep: Class 7 contains 11908 members 
Mstep: Class 8 contains 20182 members 
Mstep: Class 9 contains 20525 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9814 members 
Mstep: Class 12 contains 32127 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16654 members 
Mstep: Class 15 contains 59158 members 
Mstep: Class 16 contains 11172 members 
Mstep: Class 17 contains 6881 members 
Mstep: Class 18 contains 947 members 
Mstep: Class 19 contains 8656 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 8597 members 
Mstep: Class 23 contains 2884 members 
Mstep: Class 24 contains 19571 members 
Mstep: Class 25 contains 3661 members 
Mstep: Class 26 contains 9090 members 
Mstep: Class 27 contains 2461 members 
Mstep: Class 28 contains 6441 members 
Mstep: Class 29 contains 19559 members 
Mstep: Class 30 contains 30831 members 
Mstep: Class 31 contains 98503 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 5247 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 80999 members 
Mstep: Class 37 contains 2849 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3059 members 
Mstep: Class 40 contains 24826 members 
Mstep: Class 41 contains 11070 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 119336 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041352.000000 Penalty: 158475.468750
Iteration 125Q: 48 clusters Score -1.150414e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 16324 members 
Mstep: Class 4 contains 7172 members 
Mstep: Class 5 contains 35750 members 
Mstep: Class 6 contains 31794 members 
Mstep: Class 7 contains 11896 members 
Mstep: Class 8 contains 20203 members 
Mstep: Class 9 contains 20865 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 32111 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16652 members 
Mstep: Class 15 contains 59089 members 
Mstep: Class 16 contains 11175 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 10722 members 
Mstep: Class 21 contains 6421 members 
Mstep: Class 22 contains 8600 members 
Mstep: Class 23 contains 2889 members 
Mstep: Class 24 contains 19565 members 
Mstep: Class 25 contains 3669 members 
Mstep: Class 26 contains 9080 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 6453 members 
Mstep: Class 29 contains 19773 members 
Mstep: Class 30 contains 30814 members 
Mstep: Class 31 contains 98497 members 
Mstep: Class 32 contains 522 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 5257 members 
Mstep: Class 35 contains 685 members 
Mstep: Class 36 contains 80965 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 5045 members 
Mstep: Class 39 contains 3064 members 
Mstep: Class 40 contains 24889 members 
Mstep: Class 41 contains 11072 members 
Mstep: Class 42 contains 2078 members 
Mstep: Class 43 contains 118955 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041528.000000 Penalty: 158475.468750
Iteration 126Q: 48 clusters Score -1.150415e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 16326 members 
Mstep: Class 4 contains 7185 members 
Mstep: Class 5 contains 35752 members 
Mstep: Class 6 contains 31678 members 
Mstep: Class 7 contains 11889 members 
Mstep: Class 8 contains 20219 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9794 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 59004 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8650 members 
Mstep: Class 20 contains 10716 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 8602 members 
Mstep: Class 23 contains 2887 members 
Mstep: Class 24 contains 19560 members 
Mstep: Class 25 contains 3687 members 
Mstep: Class 26 contains 9073 members 
Mstep: Class 27 contains 2462 members 
Mstep: Class 28 contains 6461 members 
Mstep: Class 29 contains 20009 members 
Mstep: Class 30 contains 30799 members 
Mstep: Class 31 contains 98486 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6281 members 
Mstep: Class 34 contains 5272 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 80913 members 
Mstep: Class 37 contains 2854 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3067 members 
Mstep: Class 40 contains 24953 members 
Mstep: Class 41 contains 11073 members 
Mstep: Class 42 contains 2087 members 
Mstep: Class 43 contains 118546 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041608.000000 Penalty: 158475.468750
Iteration 127Q: 48 clusters Score -1.150416e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 16327 members 
Mstep: Class 4 contains 7208 members 
Mstep: Class 5 contains 35743 members 
Mstep: Class 6 contains 31544 members 
Mstep: Class 7 contains 11882 members 
Mstep: Class 8 contains 20237 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 32088 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16640 members 
Mstep: Class 15 contains 58926 members 
Mstep: Class 16 contains 11163 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8646 members 
Mstep: Class 20 contains 10704 members 
Mstep: Class 21 contains 6432 members 
Mstep: Class 22 contains 8605 members 
Mstep: Class 23 contains 2887 members 
Mstep: Class 24 contains 19556 members 
Mstep: Class 25 contains 3708 members 
Mstep: Class 26 contains 9074 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6470 members 
Mstep: Class 29 contains 20231 members 
Mstep: Class 30 contains 30789 members 
Mstep: Class 31 contains 98471 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6280 members 
Mstep: Class 34 contains 5282 members 
Mstep: Class 35 contains 687 members 
Mstep: Class 36 contains 80884 members 
Mstep: Class 37 contains 2853 members 
Mstep: Class 38 contains 5040 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 25033 members 
Mstep: Class 41 contains 11078 members 
Mstep: Class 42 contains 2093 members 
Mstep: Class 43 contains 118131 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041352.000000 Penalty: 158475.468750
Iteration 128Q: 48 clusters Score -1.150414e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 7230 members 
Mstep: Class 5 contains 35743 members 
Mstep: Class 6 contains 31416 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 20257 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9789 members 
Mstep: Class 12 contains 32071 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16623 members 
Mstep: Class 15 contains 58846 members 
Mstep: Class 16 contains 11159 members 
Mstep: Class 17 contains 6847 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8648 members 
Mstep: Class 20 contains 10692 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 8607 members 
Mstep: Class 23 contains 2892 members 
Mstep: Class 24 contains 19546 members 
Mstep: Class 25 contains 3725 members 
Mstep: Class 26 contains 9067 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6482 members 
Mstep: Class 29 contains 20473 members 
Mstep: Class 30 contains 30783 members 
Mstep: Class 31 contains 98452 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6280 members 
Mstep: Class 34 contains 5306 members 
Mstep: Class 35 contains 688 members 
Mstep: Class 36 contains 80836 members 
Mstep: Class 37 contains 2856 members 
Mstep: Class 38 contains 5044 members 
Mstep: Class 39 contains 3070 members 
Mstep: Class 40 contains 25101 members 
Mstep: Class 41 contains 11078 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 117682 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115041720.000000 Penalty: 158475.468750
Iteration 129Q: 48 clusters Score -1.150417e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 16330 members 
Mstep: Class 4 contains 7261 members 
Mstep: Class 5 contains 35746 members 
Mstep: Class 6 contains 31287 members 
Mstep: Class 7 contains 11877 members 
Mstep: Class 8 contains 20286 members 
Mstep: Class 9 contains 22405 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 9774 members 
Mstep: Class 12 contains 32057 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16613 members 
Mstep: Class 15 contains 58749 members 
Mstep: Class 16 contains 11151 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8649 members 
Mstep: Class 20 contains 10684 members 
Mstep: Class 21 contains 6444 members 
Mstep: Class 22 contains 8606 members 
Mstep: Class 23 contains 2897 members 
Mstep: Class 24 contains 19539 members 
Mstep: Class 25 contains 3746 members 
Mstep: Class 26 contains 9062 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6495 members 
Mstep: Class 29 contains 20731 members 
Mstep: Class 30 contains 30779 members 
Mstep: Class 31 contains 98433 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6279 members 
Mstep: Class 34 contains 5334 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80793 members 
Mstep: Class 37 contains 2859 members 
Mstep: Class 38 contains 5047 members 
Mstep: Class 39 contains 3070 members 
Mstep: Class 40 contains 25188 members 
Mstep: Class 41 contains 11088 members 
Mstep: Class 42 contains 2096 members 
Mstep: Class 43 contains 117167 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042144.000000 Penalty: 158475.468750
Iteration 130Q: 48 clusters Score -1.150421e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 35743 members 
Mstep: Class 6 contains 31164 members 
Mstep: Class 7 contains 11873 members 
Mstep: Class 8 contains 20303 members 
Mstep: Class 9 contains 22845 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 32053 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16600 members 
Mstep: Class 15 contains 58680 members 
Mstep: Class 16 contains 11148 members 
Mstep: Class 17 contains 6801 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8648 members 
Mstep: Class 20 contains 10678 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 8615 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 19528 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 9053 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6509 members 
Mstep: Class 29 contains 20979 members 
Mstep: Class 30 contains 30766 members 
Mstep: Class 31 contains 98408 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6277 members 
Mstep: Class 34 contains 5358 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80743 members 
Mstep: Class 37 contains 2861 members 
Mstep: Class 38 contains 5049 members 
Mstep: Class 39 contains 3070 members 
Mstep: Class 40 contains 25289 members 
Mstep: Class 41 contains 11095 members 
Mstep: Class 42 contains 2097 members 
Mstep: Class 43 contains 116626 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042432.000000 Penalty: 158475.468750
Iteration 131Q: 48 clusters Score -1.150424e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 16332 members 
Mstep: Class 4 contains 7294 members 
Mstep: Class 5 contains 35735 members 
Mstep: Class 6 contains 31056 members 
Mstep: Class 7 contains 11872 members 
Mstep: Class 8 contains 20320 members 
Mstep: Class 9 contains 23330 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 12 contains 32045 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 58608 members 
Mstep: Class 16 contains 11143 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 10677 members 
Mstep: Class 21 contains 6457 members 
Mstep: Class 22 contains 8622 members 
Mstep: Class 23 contains 2902 members 
Mstep: Class 24 contains 19522 members 
Mstep: Class 25 contains 3771 members 
Mstep: Class 26 contains 9044 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6534 members 
Mstep: Class 29 contains 21240 members 
Mstep: Class 30 contains 30736 members 
Mstep: Class 31 contains 98387 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6276 members 
Mstep: Class 34 contains 5375 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80693 members 
Mstep: Class 37 contains 2862 members 
Mstep: Class 38 contains 5054 members 
Mstep: Class 39 contains 3070 members 
Mstep: Class 40 contains 25402 members 
Mstep: Class 41 contains 11102 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 116032 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042680.000000 Penalty: 158475.468750
Iteration 132Q: 48 clusters Score -1.150427e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 16333 members 
Mstep: Class 4 contains 7311 members 
Mstep: Class 5 contains 35728 members 
Mstep: Class 6 contains 30924 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 20323 members 
Mstep: Class 9 contains 23767 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9750 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16587 members 
Mstep: Class 15 contains 58553 members 
Mstep: Class 16 contains 11136 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8645 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 8630 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 19513 members 
Mstep: Class 25 contains 3780 members 
Mstep: Class 26 contains 9038 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6552 members 
Mstep: Class 29 contains 21523 members 
Mstep: Class 30 contains 30716 members 
Mstep: Class 31 contains 98365 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6276 members 
Mstep: Class 34 contains 5389 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80649 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5058 members 
Mstep: Class 39 contains 3071 members 
Mstep: Class 40 contains 25529 members 
Mstep: Class 41 contains 11107 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 115446 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115042848.000000 Penalty: 158475.468750
Iteration 133Q: 48 clusters Score -1.150428e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16337 members 
Mstep: Class 4 contains 7331 members 
Mstep: Class 5 contains 35726 members 
Mstep: Class 6 contains 30816 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 20342 members 
Mstep: Class 9 contains 24182 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9741 members 
Mstep: Class 12 contains 32025 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16577 members 
Mstep: Class 15 contains 58467 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 6784 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 6471 members 
Mstep: Class 22 contains 8639 members 
Mstep: Class 23 contains 2910 members 
Mstep: Class 24 contains 19501 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 9027 members 
Mstep: Class 27 contains 2463 members 
Mstep: Class 28 contains 6574 members 
Mstep: Class 29 contains 21831 members 
Mstep: Class 30 contains 30695 members 
Mstep: Class 31 contains 98354 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6273 members 
Mstep: Class 34 contains 5403 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80594 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5061 members 
Mstep: Class 39 contains 3075 members 
Mstep: Class 40 contains 25637 members 
Mstep: Class 41 contains 11108 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 114858 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043080.000000 Penalty: 158475.468750
Iteration 134Q: 48 clusters Score -1.150431e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 7337 members 
Mstep: Class 5 contains 35723 members 
Mstep: Class 6 contains 30696 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 24624 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9731 members 
Mstep: Class 12 contains 32013 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16574 members 
Mstep: Class 15 contains 58389 members 
Mstep: Class 16 contains 11115 members 
Mstep: Class 17 contains 6787 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 10673 members 
Mstep: Class 21 contains 6476 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 2916 members 
Mstep: Class 24 contains 19482 members 
Mstep: Class 25 contains 3815 members 
Mstep: Class 26 contains 9013 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6597 members 
Mstep: Class 29 contains 22146 members 
Mstep: Class 30 contains 30674 members 
Mstep: Class 31 contains 98345 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6269 members 
Mstep: Class 34 contains 5411 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80533 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5068 members 
Mstep: Class 39 contains 3079 members 
Mstep: Class 40 contains 25733 members 
Mstep: Class 41 contains 11115 members 
Mstep: Class 42 contains 2098 members 
Mstep: Class 43 contains 114275 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043400.000000 Penalty: 158475.468750
Iteration 135Q: 48 clusters Score -1.150434e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16338 members 
Mstep: Class 4 contains 7353 members 
Mstep: Class 5 contains 35725 members 
Mstep: Class 6 contains 30573 members 
Mstep: Class 7 contains 11867 members 
Mstep: Class 8 contains 20351 members 
Mstep: Class 9 contains 25061 members 
Mstep: Class 10 contains 13680 members 
Mstep: Class 11 contains 9726 members 
Mstep: Class 12 contains 32002 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 58323 members 
Mstep: Class 16 contains 11098 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8640 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 6488 members 
Mstep: Class 22 contains 8637 members 
Mstep: Class 23 contains 2921 members 
Mstep: Class 24 contains 19467 members 
Mstep: Class 25 contains 3832 members 
Mstep: Class 26 contains 8994 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6614 members 
Mstep: Class 29 contains 22480 members 
Mstep: Class 30 contains 30660 members 
Mstep: Class 31 contains 98339 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 6266 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80487 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5074 members 
Mstep: Class 39 contains 3082 members 
Mstep: Class 40 contains 25840 members 
Mstep: Class 41 contains 11118 members 
Mstep: Class 42 contains 2099 members 
Mstep: Class 43 contains 113646 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043696.000000 Penalty: 158475.468750
Iteration 136Q: 48 clusters Score -1.150437e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16342 members 
Mstep: Class 4 contains 7380 members 
Mstep: Class 5 contains 35710 members 
Mstep: Class 6 contains 30439 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 20352 members 
Mstep: Class 9 contains 25493 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 32000 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 58272 members 
Mstep: Class 16 contains 11077 members 
Mstep: Class 17 contains 6765 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8639 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 8640 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 19455 members 
Mstep: Class 25 contains 3857 members 
Mstep: Class 26 contains 8975 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6634 members 
Mstep: Class 29 contains 22835 members 
Mstep: Class 30 contains 30643 members 
Mstep: Class 31 contains 98325 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 6264 members 
Mstep: Class 34 contains 5428 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80451 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5075 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 25955 members 
Mstep: Class 41 contains 11124 members 
Mstep: Class 42 contains 2100 members 
Mstep: Class 43 contains 112991 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 731 members 
Mstep: Class 47 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044176.000000 Penalty: 158475.468750
Iteration 137Q: 48 clusters Score -1.150442e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 5754 members 
Mstep: Class 3 contains 16343 members 
Mstep: Class 4 contains 7393 members 
Mstep: Class 5 contains 35696 members 
Mstep: Class 6 contains 30289 members 
Mstep: Class 7 contains 11862 members 
Mstep: Class 8 contains 20356 members 
Mstep: Class 9 contains 25926 members 
Mstep: Class 10 contains 13682 members 
Mstep: Class 11 contains 9693 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16583 members 
Mstep: Class 15 contains 58213 members 
Mstep: Class 16 contains 11065 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 8633 members 
Mstep: Class 20 contains 10669 members 
Mstep: Class 21 contains 6495 members 
Mstep: Class 22 contains 8635 members 
Mstep: Class 23 contains 2931 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 3877 members 
Mstep: Class 26 contains 8960 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6660 members 
Mstep: Class 29 contains 23170 members 
Mstep: Class 30 contains 30619 members 
Mstep: Class 31 contains 98314 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 6263 members 
Mstep: Class 34 contains 5439 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80422 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5078 members 
Mstep: Class 39 contains 3085 members 
Mstep: Class 40 contains 26069 members 
Mstep: Class 41 contains 11122 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 112397 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115044616.000000 Penalty: 158475.468750
Iteration 138Q: 48 clusters Score -1.150446e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 16347 members 
Mstep: Class 4 contains 7403 members 
Mstep: Class 5 contains 35674 members 
Mstep: Class 6 contains 30120 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 20345 members 
Mstep: Class 9 contains 26353 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9678 members 
Mstep: Class 12 contains 31989 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16580 members 
Mstep: Class 15 contains 58163 members 
Mstep: Class 16 contains 11045 members 
Mstep: Class 17 contains 6739 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8634 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 6507 members 
Mstep: Class 22 contains 8636 members 
Mstep: Class 23 contains 2935 members 
Mstep: Class 24 contains 19444 members 
Mstep: Class 25 contains 3893 members 
Mstep: Class 26 contains 8935 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6687 members 
Mstep: Class 29 contains 23494 members 
Mstep: Class 30 contains 30587 members 
Mstep: Class 31 contains 98302 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6261 members 
Mstep: Class 34 contains 5448 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80357 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5083 members 
Mstep: Class 39 contains 3086 members 
Mstep: Class 40 contains 26223 members 
Mstep: Class 41 contains 11132 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 111844 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045376.000000 Penalty: 158475.468750
Iteration 139Q: 48 clusters Score -1.150454e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 5755 members 
Mstep: Class 3 contains 16350 members 
Mstep: Class 4 contains 7414 members 
Mstep: Class 5 contains 35649 members 
Mstep: Class 6 contains 29939 members 
Mstep: Class 7 contains 11864 members 
Mstep: Class 8 contains 20346 members 
Mstep: Class 9 contains 26768 members 
Mstep: Class 10 contains 13680 members 
Mstep: Class 11 contains 9663 members 
Mstep: Class 12 contains 31986 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16576 members 
Mstep: Class 15 contains 58097 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 6720 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 8629 members 
Mstep: Class 23 contains 2942 members 
Mstep: Class 24 contains 19433 members 
Mstep: Class 25 contains 3918 members 
Mstep: Class 26 contains 8909 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6716 members 
Mstep: Class 29 contains 23807 members 
Mstep: Class 30 contains 30575 members 
Mstep: Class 31 contains 98306 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6260 members 
Mstep: Class 34 contains 5454 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80300 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5087 members 
Mstep: Class 39 contains 3086 members 
Mstep: Class 40 contains 26393 members 
Mstep: Class 41 contains 11140 members 
Mstep: Class 42 contains 2102 members 
Mstep: Class 43 contains 111311 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045560.000000 Penalty: 158475.468750
Iteration 140F: 48 clusters Score -1.150456e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16353 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 35629 members 
Mstep: Class 6 contains 29773 members 
Mstep: Class 7 contains 11861 members 
Mstep: Class 8 contains 20341 members 
Mstep: Class 9 contains 27180 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 9645 members 
Mstep: Class 12 contains 31989 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16571 members 
Mstep: Class 15 contains 58040 members 
Mstep: Class 16 contains 11018 members 
Mstep: Class 17 contains 6700 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 10660 members 
Mstep: Class 21 contains 6524 members 
Mstep: Class 22 contains 8623 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 3945 members 
Mstep: Class 26 contains 8885 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6741 members 
Mstep: Class 29 contains 24111 members 
Mstep: Class 30 contains 30557 members 
Mstep: Class 31 contains 98302 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6259 members 
Mstep: Class 34 contains 5457 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80234 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5090 members 
Mstep: Class 39 contains 3086 members 
Mstep: Class 40 contains 26519 members 
Mstep: Class 41 contains 11140 members 
Mstep: Class 42 contains 2103 members 
Mstep: Class 43 contains 110838 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045336.000000 Penalty: 158475.468750
Iteration 141Q: 48 clusters Score -1.150453e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16356 members 
Mstep: Class 4 contains 7427 members 
Mstep: Class 5 contains 35604 members 
Mstep: Class 6 contains 29608 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 20338 members 
Mstep: Class 9 contains 27563 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 15 contains 57973 members 
Mstep: Class 16 contains 10993 members 
Mstep: Class 17 contains 6679 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8632 members 
Mstep: Class 20 contains 10660 members 
Mstep: Class 21 contains 6538 members 
Mstep: Class 22 contains 8620 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 8859 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6766 members 
Mstep: Class 29 contains 24403 members 
Mstep: Class 30 contains 30531 members 
Mstep: Class 31 contains 98295 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6259 members 
Mstep: Class 34 contains 5462 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80173 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5100 members 
Mstep: Class 39 contains 3086 members 
Mstep: Class 40 contains 26671 members 
Mstep: Class 41 contains 11135 members 
Mstep: Class 42 contains 2103 members 
Mstep: Class 43 contains 110403 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115045624.000000 Penalty: 158475.468750
Iteration 142Q: 48 clusters Score -1.150456e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 5751 members 
Mstep: Class 3 contains 16357 members 
Mstep: Class 4 contains 7449 members 
Mstep: Class 5 contains 35592 members 
Mstep: Class 6 contains 29454 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 20339 members 
Mstep: Class 9 contains 27964 members 
Mstep: Class 10 contains 13683 members 
Mstep: Class 11 contains 9612 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16551 members 
Mstep: Class 15 contains 57914 members 
Mstep: Class 16 contains 10971 members 
Mstep: Class 17 contains 6647 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 20 contains 10660 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 22 contains 8616 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 3982 members 
Mstep: Class 26 contains 8831 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 24672 members 
Mstep: Class 30 contains 30496 members 
Mstep: Class 31 contains 98298 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6259 members 
Mstep: Class 34 contains 5472 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80120 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5107 members 
Mstep: Class 39 contains 3087 members 
Mstep: Class 40 contains 26806 members 
Mstep: Class 41 contains 11131 members 
Mstep: Class 42 contains 2103 members 
Mstep: Class 43 contains 109943 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046008.000000 Penalty: 158475.468750
Iteration 143Q: 48 clusters Score -1.15046e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5750 members 
Mstep: Class 3 contains 16359 members 
Mstep: Class 4 contains 7463 members 
Mstep: Class 5 contains 35586 members 
Mstep: Class 6 contains 29283 members 
Mstep: Class 7 contains 11860 members 
Mstep: Class 8 contains 20356 members 
Mstep: Class 9 contains 28334 members 
Mstep: Class 10 contains 13685 members 
Mstep: Class 11 contains 9594 members 
Mstep: Class 12 contains 31996 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16545 members 
Mstep: Class 15 contains 57844 members 
Mstep: Class 16 contains 10946 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8629 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 6543 members 
Mstep: Class 22 contains 8612 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 3996 members 
Mstep: Class 26 contains 8786 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6845 members 
Mstep: Class 29 contains 24942 members 
Mstep: Class 30 contains 30459 members 
Mstep: Class 31 contains 98289 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6259 members 
Mstep: Class 34 contains 5478 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80094 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5116 members 
Mstep: Class 39 contains 3091 members 
Mstep: Class 40 contains 26947 members 
Mstep: Class 41 contains 11138 members 
Mstep: Class 42 contains 2104 members 
Mstep: Class 43 contains 109484 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046360.000000 Penalty: 158475.468750
Iteration 144Q: 48 clusters Score -1.150464e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 7486 members 
Mstep: Class 5 contains 35567 members 
Mstep: Class 6 contains 29121 members 
Mstep: Class 7 contains 11857 members 
Mstep: Class 8 contains 20374 members 
Mstep: Class 9 contains 28694 members 
Mstep: Class 10 contains 13685 members 
Mstep: Class 11 contains 9577 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16535 members 
Mstep: Class 15 contains 57826 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 6611 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8628 members 
Mstep: Class 20 contains 10655 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 8616 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 19383 members 
Mstep: Class 25 contains 4004 members 
Mstep: Class 26 contains 8740 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6874 members 
Mstep: Class 29 contains 25267 members 
Mstep: Class 30 contains 30423 members 
Mstep: Class 31 contains 98274 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6257 members 
Mstep: Class 34 contains 5481 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80066 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5123 members 
Mstep: Class 39 contains 3094 members 
Mstep: Class 40 contains 27102 members 
Mstep: Class 41 contains 11143 members 
Mstep: Class 42 contains 2103 members 
Mstep: Class 43 contains 108962 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115046656.000000 Penalty: 158475.468750
Iteration 145Q: 48 clusters Score -1.150467e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 7499 members 
Mstep: Class 5 contains 35559 members 
Mstep: Class 6 contains 28959 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 20397 members 
Mstep: Class 9 contains 29087 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 9551 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16525 members 
Mstep: Class 15 contains 57805 members 
Mstep: Class 16 contains 10896 members 
Mstep: Class 17 contains 6578 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8623 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 6553 members 
Mstep: Class 22 contains 8612 members 
Mstep: Class 23 contains 2968 members 
Mstep: Class 24 contains 19372 members 
Mstep: Class 25 contains 4017 members 
Mstep: Class 26 contains 8690 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6907 members 
Mstep: Class 29 contains 25565 members 
Mstep: Class 30 contains 30375 members 
Mstep: Class 31 contains 98259 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6255 members 
Mstep: Class 34 contains 5484 members 
Mstep: Class 35 contains 689 members 
Mstep: Class 36 contains 80039 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5130 members 
Mstep: Class 39 contains 3098 members 
Mstep: Class 40 contains 27244 members 
Mstep: Class 41 contains 11154 members 
Mstep: Class 42 contains 2104 members 
Mstep: Class 43 contains 108445 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047136.000000 Penalty: 158475.468750
Iteration 146Q: 48 clusters Score -1.150471e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 16362 members 
Mstep: Class 4 contains 7503 members 
Mstep: Class 5 contains 35539 members 
Mstep: Class 6 contains 28801 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 20433 members 
Mstep: Class 9 contains 29414 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 31998 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16505 members 
Mstep: Class 15 contains 57773 members 
Mstep: Class 16 contains 10874 members 
Mstep: Class 17 contains 6533 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 6565 members 
Mstep: Class 22 contains 8598 members 
Mstep: Class 23 contains 2974 members 
Mstep: Class 24 contains 19361 members 
Mstep: Class 25 contains 4034 members 
Mstep: Class 26 contains 8652 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 6929 members 
Mstep: Class 29 contains 25852 members 
Mstep: Class 30 contains 30335 members 
Mstep: Class 31 contains 98257 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6254 members 
Mstep: Class 34 contains 5492 members 
Mstep: Class 35 contains 690 members 
Mstep: Class 36 contains 80004 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5137 members 
Mstep: Class 39 contains 3101 members 
Mstep: Class 40 contains 27382 members 
Mstep: Class 41 contains 11158 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 108026 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047656.000000 Penalty: 158475.468750
Iteration 147Q: 48 clusters Score -1.150477e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 7513 members 
Mstep: Class 5 contains 35527 members 
Mstep: Class 6 contains 28696 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 20472 members 
Mstep: Class 9 contains 29739 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 31997 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16471 members 
Mstep: Class 15 contains 57741 members 
Mstep: Class 16 contains 10851 members 
Mstep: Class 17 contains 6483 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 10650 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 8595 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 19346 members 
Mstep: Class 25 contains 4053 members 
Mstep: Class 26 contains 8623 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 6968 members 
Mstep: Class 29 contains 26120 members 
Mstep: Class 30 contains 30289 members 
Mstep: Class 31 contains 98251 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6253 members 
Mstep: Class 34 contains 5495 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 79971 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5145 members 
Mstep: Class 39 contains 3105 members 
Mstep: Class 40 contains 27501 members 
Mstep: Class 41 contains 11161 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 107585 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047984.000000 Penalty: 158475.468750
Iteration 148Q: 48 clusters Score -1.15048e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5748 members 
Mstep: Class 3 contains 16363 members 
Mstep: Class 4 contains 7512 members 
Mstep: Class 5 contains 35511 members 
Mstep: Class 6 contains 28593 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 30050 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 9471 members 
Mstep: Class 12 contains 32001 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16439 members 
Mstep: Class 15 contains 57711 members 
Mstep: Class 16 contains 10817 members 
Mstep: Class 17 contains 6444 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8613 members 
Mstep: Class 20 contains 10647 members 
Mstep: Class 21 contains 6582 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 19327 members 
Mstep: Class 25 contains 4073 members 
Mstep: Class 26 contains 8586 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7016 members 
Mstep: Class 29 contains 26372 members 
Mstep: Class 30 contains 30246 members 
Mstep: Class 31 contains 98247 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6252 members 
Mstep: Class 34 contains 5491 members 
Mstep: Class 35 contains 691 members 
Mstep: Class 36 contains 79938 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5153 members 
Mstep: Class 39 contains 3107 members 
Mstep: Class 40 contains 27634 members 
Mstep: Class 41 contains 11169 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 107189 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115047928.000000 Penalty: 158475.468750
Iteration 149Q: 48 clusters Score -1.150479e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 16366 members 
Mstep: Class 4 contains 7530 members 
Mstep: Class 5 contains 35505 members 
Mstep: Class 6 contains 28475 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 30325 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 9445 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16407 members 
Mstep: Class 15 contains 57677 members 
Mstep: Class 16 contains 10790 members 
Mstep: Class 17 contains 6414 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8611 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 2998 members 
Mstep: Class 24 contains 19315 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 8542 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7050 members 
Mstep: Class 29 contains 26597 members 
Mstep: Class 30 contains 30212 members 
Mstep: Class 31 contains 98236 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6251 members 
Mstep: Class 34 contains 5492 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79906 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5156 members 
Mstep: Class 39 contains 3110 members 
Mstep: Class 40 contains 27769 members 
Mstep: Class 41 contains 11167 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 106846 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048312.000000 Penalty: 158475.468750
Iteration 150Q: 48 clusters Score -1.150483e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16369 members 
Mstep: Class 4 contains 7540 members 
Mstep: Class 5 contains 35498 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 20493 members 
Mstep: Class 9 contains 30580 members 
Mstep: Class 10 contains 13699 members 
Mstep: Class 11 contains 9417 members 
Mstep: Class 12 contains 32014 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16353 members 
Mstep: Class 15 contains 57649 members 
Mstep: Class 16 contains 10755 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 6584 members 
Mstep: Class 22 contains 8589 members 
Mstep: Class 23 contains 3013 members 
Mstep: Class 24 contains 19306 members 
Mstep: Class 25 contains 4098 members 
Mstep: Class 26 contains 8512 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7083 members 
Mstep: Class 29 contains 26802 members 
Mstep: Class 30 contains 30172 members 
Mstep: Class 31 contains 98223 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6249 members 
Mstep: Class 34 contains 5502 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79879 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5159 members 
Mstep: Class 39 contains 3110 members 
Mstep: Class 40 contains 27915 members 
Mstep: Class 41 contains 11168 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 106547 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048472.000000 Penalty: 158475.468750
Iteration 151Q: 48 clusters Score -1.150485e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5744 members 
Mstep: Class 3 contains 16370 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 35500 members 
Mstep: Class 6 contains 28240 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 20486 members 
Mstep: Class 9 contains 30818 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 9392 members 
Mstep: Class 12 contains 32015 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 57607 members 
Mstep: Class 16 contains 10717 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 6576 members 
Mstep: Class 22 contains 8587 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 19296 members 
Mstep: Class 25 contains 4099 members 
Mstep: Class 26 contains 8487 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7121 members 
Mstep: Class 29 contains 27048 members 
Mstep: Class 30 contains 30131 members 
Mstep: Class 31 contains 98216 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6247 members 
Mstep: Class 34 contains 5503 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79845 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5158 members 
Mstep: Class 39 contains 3111 members 
Mstep: Class 40 contains 28053 members 
Mstep: Class 41 contains 11165 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 106251 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048680.000000 Penalty: 158475.468750
Iteration 152Q: 48 clusters Score -1.150487e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16375 members 
Mstep: Class 4 contains 7564 members 
Mstep: Class 5 contains 35495 members 
Mstep: Class 6 contains 28105 members 
Mstep: Class 7 contains 11853 members 
Mstep: Class 8 contains 20494 members 
Mstep: Class 9 contains 31026 members 
Mstep: Class 10 contains 13712 members 
Mstep: Class 11 contains 9377 members 
Mstep: Class 12 contains 32019 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16260 members 
Mstep: Class 15 contains 57575 members 
Mstep: Class 16 contains 10684 members 
Mstep: Class 17 contains 6317 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 10638 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 8591 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 19292 members 
Mstep: Class 25 contains 4102 members 
Mstep: Class 26 contains 8457 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 7159 members 
Mstep: Class 29 contains 27287 members 
Mstep: Class 30 contains 30084 members 
Mstep: Class 31 contains 98211 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6244 members 
Mstep: Class 34 contains 5503 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79824 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5160 members 
Mstep: Class 39 contains 3112 members 
Mstep: Class 40 contains 28154 members 
Mstep: Class 41 contains 11158 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105998 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048608.000000 Penalty: 158475.468750
Iteration 153Q: 48 clusters Score -1.150486e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 7580 members 
Mstep: Class 5 contains 35494 members 
Mstep: Class 6 contains 27983 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 20491 members 
Mstep: Class 9 contains 31167 members 
Mstep: Class 10 contains 13716 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 32022 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16186 members 
Mstep: Class 15 contains 57549 members 
Mstep: Class 16 contains 10650 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 10630 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 8590 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 4105 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 7199 members 
Mstep: Class 29 contains 27543 members 
Mstep: Class 30 contains 30031 members 
Mstep: Class 31 contains 98206 members 
Mstep: Class 32 contains 526 members 
Mstep: Class 33 contains 6243 members 
Mstep: Class 34 contains 5507 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79813 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5176 members 
Mstep: Class 39 contains 3113 members 
Mstep: Class 40 contains 28261 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105815 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048800.000000 Penalty: 158475.468750
Iteration 154Q: 48 clusters Score -1.150488e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16387 members 
Mstep: Class 4 contains 7595 members 
Mstep: Class 5 contains 35488 members 
Mstep: Class 6 contains 27833 members 
Mstep: Class 7 contains 11851 members 
Mstep: Class 8 contains 20485 members 
Mstep: Class 9 contains 31304 members 
Mstep: Class 10 contains 13722 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 32028 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16117 members 
Mstep: Class 15 contains 57526 members 
Mstep: Class 16 contains 10615 members 
Mstep: Class 17 contains 6228 members 
Mstep: Class 18 contains 943 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 10623 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 8583 members 
Mstep: Class 23 contains 3052 members 
Mstep: Class 24 contains 19287 members 
Mstep: Class 25 contains 4108 members 
Mstep: Class 26 contains 8369 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 7229 members 
Mstep: Class 29 contains 27785 members 
Mstep: Class 30 contains 30000 members 
Mstep: Class 31 contains 98196 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 6243 members 
Mstep: Class 34 contains 5507 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79802 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5186 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28353 members 
Mstep: Class 41 contains 11174 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105705 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115048912.000000 Penalty: 158475.468750
Iteration 155Q: 48 clusters Score -1.150489e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 7610 members 
Mstep: Class 5 contains 35492 members 
Mstep: Class 6 contains 27691 members 
Mstep: Class 7 contains 11852 members 
Mstep: Class 8 contains 20468 members 
Mstep: Class 9 contains 31408 members 
Mstep: Class 10 contains 13723 members 
Mstep: Class 11 contains 9318 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 16041 members 
Mstep: Class 15 contains 57516 members 
Mstep: Class 16 contains 10581 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 10616 members 
Mstep: Class 21 contains 6569 members 
Mstep: Class 22 contains 8577 members 
Mstep: Class 23 contains 3052 members 
Mstep: Class 24 contains 19280 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 8310 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 7256 members 
Mstep: Class 29 contains 27998 members 
Mstep: Class 30 contains 29965 members 
Mstep: Class 31 contains 98179 members 
Mstep: Class 32 contains 527 members 
Mstep: Class 33 contains 6243 members 
Mstep: Class 34 contains 5503 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79792 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5191 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28467 members 
Mstep: Class 41 contains 11174 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105631 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049168.000000 Penalty: 158475.468750
Iteration 156Q: 48 clusters Score -1.150492e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 16398 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 35497 members 
Mstep: Class 6 contains 27560 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 20449 members 
Mstep: Class 9 contains 31541 members 
Mstep: Class 10 contains 13727 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 32041 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15952 members 
Mstep: Class 15 contains 57504 members 
Mstep: Class 16 contains 10556 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 10615 members 
Mstep: Class 21 contains 6572 members 
Mstep: Class 22 contains 8571 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 19274 members 
Mstep: Class 25 contains 4115 members 
Mstep: Class 26 contains 8248 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7286 members 
Mstep: Class 29 contains 28194 members 
Mstep: Class 30 contains 29938 members 
Mstep: Class 31 contains 98164 members 
Mstep: Class 32 contains 528 members 
Mstep: Class 33 contains 6244 members 
Mstep: Class 34 contains 5504 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79791 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5201 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28560 members 
Mstep: Class 41 contains 11175 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105543 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049352.000000 Penalty: 158475.468750
Iteration 157Q: 48 clusters Score -1.150494e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 7635 members 
Mstep: Class 5 contains 35508 members 
Mstep: Class 6 contains 27424 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 20439 members 
Mstep: Class 9 contains 31647 members 
Mstep: Class 10 contains 13729 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 32043 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15849 members 
Mstep: Class 15 contains 57492 members 
Mstep: Class 16 contains 10528 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8587 members 
Mstep: Class 20 contains 10610 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8564 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 19268 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 8191 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7321 members 
Mstep: Class 29 contains 28405 members 
Mstep: Class 30 contains 29911 members 
Mstep: Class 31 contains 98160 members 
Mstep: Class 32 contains 529 members 
Mstep: Class 33 contains 6243 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79786 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5202 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28684 members 
Mstep: Class 41 contains 11167 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105478 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049600.000000 Penalty: 158475.468750
Iteration 158Q: 48 clusters Score -1.150496e+08 nChanged 1566
Entering ConstructFrom: 
Score: -115049600.000000 Penalty: 158475.468750
Entering ConstructFrom: 
Trying to split cluster 1 (9069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Entering Unmasked Estep 
Score: -1339406.250000 Penalty: 2259.929199
	Iteration 0F: 2 clusters Score -1339406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1332361.000000 Penalty: 4519.858398
	Iteration 0F: 3 clusters Score -1332361 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1334404.125000 Penalty: 4519.858398
	Iteration 1F: 3 clusters Score -1334404 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1334683.375000 Penalty: 4519.858398
	Iteration 2F: 3 clusters Score -1334683 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1334879.875000 Penalty: 4519.858398
	Iteration 3Q: 3 clusters Score -1334880 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1335027.750000 Penalty: 4519.858398
	Iteration 4Q: 3 clusters Score -1335028 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1335154.375000 Penalty: 4519.858398
	Iteration 5Q: 3 clusters Score -1335154 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1335262.875000 Penalty: 4519.858398
	Iteration 6Q: 3 clusters Score -1335263 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1335381.500000 Penalty: 4519.858398
	Iteration 7Q: 3 clusters Score -1335382 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1335538.875000 Penalty: 4519.858398
	Iteration 8Q: 3 clusters Score -1335539 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1335767.500000 Penalty: 4519.858398
	Iteration 9Q: 3 clusters Score -1335768 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1336108.125000 Penalty: 4519.858398
	Iteration 10Q: 3 clusters Score -1336108 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1336447.875000 Penalty: 4519.858398
	Iteration 11Q: 3 clusters Score -1336448 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1336731.750000 Penalty: 4519.858398
	Iteration 12Q: 3 clusters Score -1336732 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1336982.625000 Penalty: 4519.858398
	Iteration 13Q: 3 clusters Score -1336983 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1337178.500000 Penalty: 4519.858398
	Iteration 14Q: 3 clusters Score -1337178 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1337315.000000 Penalty: 4519.858398
	Iteration 15Q: 3 clusters Score -1337315 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1337429.875000 Penalty: 4519.858398
	Iteration 16Q: 3 clusters Score -1337430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1337500.250000 Penalty: 4519.858398
	Iteration 17Q: 3 clusters Score -1337500 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1337535.875000 Penalty: 4519.858398
	Iteration 18Q: 3 clusters Score -1337536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1337560.125000 Penalty: 4519.858398
	Iteration 19Q: 3 clusters Score -1337560 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1337577.375000 Penalty: 4519.858398
	Iteration 20F: 3 clusters Score -1337577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1337591.375000 Penalty: 4519.858398
	Iteration 21Q: 3 clusters Score -1337591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1337600.500000 Penalty: 4519.858398
	Iteration 22Q: 3 clusters Score -1337600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1337615.125000 Penalty: 4519.858398
	Iteration 23Q: 3 clusters Score -1337615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1337627.625000 Penalty: 4519.858398
	Iteration 24Q: 3 clusters Score -1337628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1337640.875000 Penalty: 4519.858398
	Iteration 25Q: 3 clusters Score -1337641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1337651.500000 Penalty: 4519.858398
	Iteration 26Q: 3 clusters Score -1337652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1337658.125000 Penalty: 4519.858398
	Iteration 27Q: 3 clusters Score -1337658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1337666.875000 Penalty: 4519.858398
	Iteration 28Q: 3 clusters Score -1337667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1337674.750000 Penalty: 4519.858398
	Iteration 29Q: 3 clusters Score -1337675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1337680.875000 Penalty: 4519.858398
	Iteration 30Q: 3 clusters Score -1337681 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1337687.625000 Penalty: 4519.858398
	Iteration 31Q: 3 clusters Score -1337688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1337694.375000 Penalty: 4519.858398
	Iteration 32Q: 3 clusters Score -1337694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1337708.250000 Penalty: 4519.858398
	Iteration 33Q: 3 clusters Score -1337708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1337717.125000 Penalty: 4519.858398
	Iteration 34Q: 3 clusters Score -1337717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1337726.750000 Penalty: 4519.858398
	Iteration 35Q: 3 clusters Score -1337727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1337733.000000 Penalty: 4519.858398
	Iteration 36Q: 3 clusters Score -1337733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1337749.250000 Penalty: 4519.858398
	Iteration 37Q: 3 clusters Score -1337749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1337759.500000 Penalty: 4519.858398
	Iteration 38Q: 3 clusters Score -1337760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1337770.625000 Penalty: 4519.858398
	Iteration 39Q: 3 clusters Score -1337771 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1337787.000000 Penalty: 4519.858398
	Iteration 40F: 3 clusters Score -1337787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1337797.875000 Penalty: 4519.858398
	Iteration 41Q: 3 clusters Score -1337798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1337818.750000 Penalty: 4519.858398
	Iteration 42Q: 3 clusters Score -1337819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1337847.625000 Penalty: 4519.858398
	Iteration 43Q: 3 clusters Score -1337848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1337902.500000 Penalty: 4519.858398
	Iteration 44Q: 3 clusters Score -1337902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1337964.375000 Penalty: 4519.858398
	Iteration 45Q: 3 clusters Score -1337964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1338045.000000 Penalty: 4519.858398
	Iteration 46Q: 3 clusters Score -1338045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1338144.375000 Penalty: 4519.858398
	Iteration 47Q: 3 clusters Score -1338144 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1338222.250000 Penalty: 4519.858398
	Iteration 48Q: 3 clusters Score -1338222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1338282.000000 Penalty: 4519.858398
	Iteration 49Q: 3 clusters Score -1338282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1338327.375000 Penalty: 4519.858398
	Iteration 50Q: 3 clusters Score -1338327 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1338373.625000 Penalty: 4519.858398
	Iteration 51Q: 3 clusters Score -1338374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1338408.125000 Penalty: 4519.858398
	Iteration 52Q: 3 clusters Score -1338408 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1338436.125000 Penalty: 4519.858398
	Iteration 53Q: 3 clusters Score -1338436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1338448.000000 Penalty: 4519.858398
	Iteration 54Q: 3 clusters Score -1338448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1338457.750000 Penalty: 4519.858398
	Iteration 55Q: 3 clusters Score -1338458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1338467.750000 Penalty: 4519.858398
	Iteration 56Q: 3 clusters Score -1338468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1338473.250000 Penalty: 4519.858398
	Iteration 57Q: 3 clusters Score -1338473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1338477.375000 Penalty: 4519.858398
	Iteration 58Q: 3 clusters Score -1338477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1338483.000000 Penalty: 4519.858398
	Iteration 59Q: 3 clusters Score -1338483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1338484.250000 Penalty: 4519.858398
	Iteration 60F: 3 clusters Score -1338484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1338489.625000 Penalty: 4519.858398
	Iteration 61Q: 3 clusters Score -1338490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1338491.625000 Penalty: 4519.858398
	Iteration 62Q: 3 clusters Score -1338492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1338493.375000 Penalty: 4519.858398
	Iteration 63Q: 3 clusters Score -1338493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1338490.750000 Penalty: 4519.858398
	Iteration 64Q: 3 clusters Score -1338491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1338494.250000 Penalty: 4519.858398
	Iteration 65Q: 3 clusters Score -1338494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1338492.250000 Penalty: 4519.858398
	Iteration 66Q: 3 clusters Score -1338492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1338496.750000 Penalty: 4519.858398
	Iteration 67Q: 3 clusters Score -1338497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1338500.125000 Penalty: 4519.858398
	Iteration 68Q: 3 clusters Score -1338500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1338504.000000 Penalty: 4519.858398
	Iteration 69Q: 3 clusters Score -1338504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1338502.750000 Penalty: 4519.858398
	Iteration 70Q: 3 clusters Score -1338503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1338504.500000 Penalty: 4519.858398
	Iteration 71Q: 3 clusters Score -1338504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1338509.250000 Penalty: 4519.858398
	Iteration 72Q: 3 clusters Score -1338509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1338510.000000 Penalty: 4519.858398
	Iteration 73Q: 3 clusters Score -1338510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1338509.875000 Penalty: 4519.858398
	Iteration 74Q: 3 clusters Score -1338510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1338514.000000 Penalty: 4519.858398
	Iteration 75Q: 3 clusters Score -1338514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1338517.375000 Penalty: 4519.858398
	Iteration 76Q: 3 clusters Score -1338517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1338518.000000 Penalty: 4519.858398
	Iteration 77Q: 3 clusters Score -1338518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1338520.375000 Penalty: 4519.858398
	Iteration 78Q: 3 clusters Score -1338520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1338520.625000 Penalty: 4519.858398
	Iteration 79Q: 3 clusters Score -1338521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1338523.875000 Penalty: 4519.858398
	Iteration 80F: 3 clusters Score -1338524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1338523.250000 Penalty: 4519.858398
	Iteration 81Q: 3 clusters Score -1338523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1338525.000000 Penalty: 4519.858398
	Iteration 82Q: 3 clusters Score -1338525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1338525.000000 Penalty: 4519.858398
	Iteration 83Q: 3 clusters Score -1338525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1338525.750000 Penalty: 4519.858398
	Iteration 84Q: 3 clusters Score -1338526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1338526.750000 Penalty: 4519.858398
	Iteration 85Q: 3 clusters Score -1338527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1338528.375000 Penalty: 4519.858398
	Iteration 86Q: 3 clusters Score -1338528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1338531.750000 Penalty: 4519.858398
	Iteration 87Q: 3 clusters Score -1338532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1338530.875000 Penalty: 4519.858398
	Iteration 88Q: 3 clusters Score -1338531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1338531.000000 Penalty: 4519.858398
	Iteration 89Q: 3 clusters Score -1338531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1338531.125000 Penalty: 4519.858398
	Iteration 90Q: 3 clusters Score -1338531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1338531.625000 Penalty: 4519.858398
	Iteration 91Q: 3 clusters Score -1338532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1338531.500000 Penalty: 4519.858398
	Iteration 92Q: 3 clusters Score -1338532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1338531.500000 Penalty: 4519.858398
	Iteration 93F: 3 clusters Score -1338532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -827349.875000 Penalty: 2146.708984
	Iteration 0F: 2 clusters Score -827349.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -822464.750000 Penalty: 4293.417969
	Iteration 0F: 3 clusters Score -822464.8 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -823773.437500 Penalty: 4293.417969
	Iteration 1F: 3 clusters Score -823773.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -824130.187500 Penalty: 4293.417969
	Iteration 2F: 3 clusters Score -824130.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -824453.875000 Penalty: 4293.417969
	Iteration 3F: 3 clusters Score -824453.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -824799.437500 Penalty: 4293.417969
	Iteration 4F: 3 clusters Score -824799.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -825084.687500 Penalty: 4293.417969
	Iteration 5F: 3 clusters Score -825084.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -825351.875000 Penalty: 4293.417969
	Iteration 6F: 3 clusters Score -825351.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -825544.687500 Penalty: 4293.417969
	Iteration 7Q: 3 clusters Score -825544.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -825653.750000 Penalty: 4293.417969
	Iteration 8Q: 3 clusters Score -825653.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -825718.062500 Penalty: 4293.417969
	Iteration 9Q: 3 clusters Score -825718.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -825748.500000 Penalty: 4293.417969
	Iteration 10Q: 3 clusters Score -825748.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -825776.437500 Penalty: 4293.417969
	Iteration 11Q: 3 clusters Score -825776.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -825799.187500 Penalty: 4293.417969
	Iteration 12Q: 3 clusters Score -825799.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -825812.625000 Penalty: 4293.417969
	Iteration 13Q: 3 clusters Score -825812.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -825822.437500 Penalty: 4293.417969
	Iteration 14Q: 3 clusters Score -825822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -825831.250000 Penalty: 4293.417969
	Iteration 15Q: 3 clusters Score -825831.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -825836.687500 Penalty: 4293.417969
	Iteration 16Q: 3 clusters Score -825836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -825842.062500 Penalty: 4293.417969
	Iteration 17Q: 3 clusters Score -825842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -825843.750000 Penalty: 4293.417969
	Iteration 18Q: 3 clusters Score -825843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -825843.875000 Penalty: 4293.417969
	Iteration 19Q: 3 clusters Score -825843.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -825845.500000 Penalty: 4293.417969
	Iteration 20F: 3 clusters Score -825845.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -825846.937500 Penalty: 4293.417969
	Iteration 21Q: 3 clusters Score -825846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -825847.437500 Penalty: 4293.417969
	Iteration 22Q: 3 clusters Score -825847.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -825850.625000 Penalty: 4293.417969
	Iteration 23Q: 3 clusters Score -825850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -825852.437500 Penalty: 4293.417969
	Iteration 24Q: 3 clusters Score -825852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -825853.750000 Penalty: 4293.417969
	Iteration 25Q: 3 clusters Score -825853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -825856.375000 Penalty: 4293.417969
	Iteration 26Q: 3 clusters Score -825856.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -825858.937500 Penalty: 4293.417969
	Iteration 27Q: 3 clusters Score -825858.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -825861.437500 Penalty: 4293.417969
	Iteration 28Q: 3 clusters Score -825861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -825861.562500 Penalty: 4293.417969
	Iteration 29Q: 3 clusters Score -825861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -825863.687500 Penalty: 4293.417969
	Iteration 30Q: 3 clusters Score -825863.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -825865.750000 Penalty: 4293.417969
	Iteration 31Q: 3 clusters Score -825865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -825867.562500 Penalty: 4293.417969
	Iteration 32Q: 3 clusters Score -825867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -825869.687500 Penalty: 4293.417969
	Iteration 33Q: 3 clusters Score -825869.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -825873.250000 Penalty: 4293.417969
	Iteration 34Q: 3 clusters Score -825873.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -825873.812500 Penalty: 4293.417969
	Iteration 35Q: 3 clusters Score -825873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -825874.750000 Penalty: 4293.417969
	Iteration 36Q: 3 clusters Score -825874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -825876.437500 Penalty: 4293.417969
	Iteration 37Q: 3 clusters Score -825876.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -825879.375000 Penalty: 4293.417969
	Iteration 38Q: 3 clusters Score -825879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -825877.750000 Penalty: 4293.417969
	Iteration 39Q: 3 clusters Score -825877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -825878.250000 Penalty: 4293.417969
	Iteration 40F: 3 clusters Score -825878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -825878.312500 Penalty: 4293.417969
	Iteration 41Q: 3 clusters Score -825878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825879.437500 Penalty: 4293.417969
	Iteration 42Q: 3 clusters Score -825879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825880.312500 Penalty: 4293.417969
	Iteration 43Q: 3 clusters Score -825880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825879.437500 Penalty: 4293.417969
	Iteration 44Q: 3 clusters Score -825879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825880.312500 Penalty: 4293.417969
	Iteration 45Q: 3 clusters Score -825880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -825879.937500 Penalty: 4293.417969
	Iteration 46Q: 3 clusters Score -825879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -825882.000000 Penalty: 4293.417969
	Iteration 47Q: 3 clusters Score -825882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -825880.500000 Penalty: 4293.417969
	Iteration 48Q: 3 clusters Score -825880.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -825881.062500 Penalty: 4293.417969
	Iteration 49Q: 3 clusters Score -825881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -825881.312500 Penalty: 4293.417969
	Iteration 50Q: 3 clusters Score -825881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -825881.312500 Penalty: 4293.417969
	Iteration 51F: 3 clusters Score -825881.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Entering Unmasked Estep 
Score: -2449838.500000 Penalty: 2406.924561
	Iteration 0F: 2 clusters Score -2449838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2438101.250000 Penalty: 4813.849121
	Iteration 0F: 3 clusters Score -2438101 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2441961.500000 Penalty: 4813.849121
	Iteration 1F: 3 clusters Score -2441962 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2442393.000000 Penalty: 4813.849121
	Iteration 2F: 3 clusters Score -2442393 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2442795.500000 Penalty: 4813.849121
	Iteration 3F: 3 clusters Score -2442796 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2443224.500000 Penalty: 4813.849121
	Iteration 4F: 3 clusters Score -2443224 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2443718.750000 Penalty: 4813.849121
	Iteration 5F: 3 clusters Score -2443719 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2444259.000000 Penalty: 4813.849121
	Iteration 6F: 3 clusters Score -2444259 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2444823.750000 Penalty: 4813.849121
	Iteration 7F: 3 clusters Score -2444824 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2445336.750000 Penalty: 4813.849121
	Iteration 8Q: 3 clusters Score -2445337 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2445810.500000 Penalty: 4813.849121
	Iteration 9Q: 3 clusters Score -2445810 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2446221.250000 Penalty: 4813.849121
	Iteration 10Q: 3 clusters Score -2446221 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2446579.250000 Penalty: 4813.849121
	Iteration 11Q: 3 clusters Score -2446579 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2446838.000000 Penalty: 4813.849121
	Iteration 12Q: 3 clusters Score -2446838 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2447064.750000 Penalty: 4813.849121
	Iteration 13Q: 3 clusters Score -2447065 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2447245.750000 Penalty: 4813.849121
	Iteration 14Q: 3 clusters Score -2447246 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2447408.500000 Penalty: 4813.849121
	Iteration 15Q: 3 clusters Score -2447408 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2447536.500000 Penalty: 4813.849121
	Iteration 16Q: 3 clusters Score -2447536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2447615.750000 Penalty: 4813.849121
	Iteration 17Q: 3 clusters Score -2447616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2447682.000000 Penalty: 4813.849121
	Iteration 18Q: 3 clusters Score -2447682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2447734.500000 Penalty: 4813.849121
	Iteration 19Q: 3 clusters Score -2447734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2447772.250000 Penalty: 4813.849121
	Iteration 20F: 3 clusters Score -2447772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2447812.250000 Penalty: 4813.849121
	Iteration 21Q: 3 clusters Score -2447812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2447846.750000 Penalty: 4813.849121
	Iteration 22Q: 3 clusters Score -2447847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2447868.000000 Penalty: 4813.849121
	Iteration 23Q: 3 clusters Score -2447868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2447887.250000 Penalty: 4813.849121
	Iteration 24Q: 3 clusters Score -2447887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2447901.750000 Penalty: 4813.849121
	Iteration 25Q: 3 clusters Score -2447902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2447915.750000 Penalty: 4813.849121
	Iteration 26Q: 3 clusters Score -2447916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2447919.750000 Penalty: 4813.849121
	Iteration 27Q: 3 clusters Score -2447920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2447923.500000 Penalty: 4813.849121
	Iteration 28Q: 3 clusters Score -2447924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2447928.250000 Penalty: 4813.849121
	Iteration 29Q: 3 clusters Score -2447928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2447930.750000 Penalty: 4813.849121
	Iteration 30Q: 3 clusters Score -2447931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2447932.500000 Penalty: 4813.849121
	Iteration 31Q: 3 clusters Score -2447932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2447929.750000 Penalty: 4813.849121
	Iteration 32Q: 3 clusters Score -2447930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2447932.500000 Penalty: 4813.849121
	Iteration 33Q: 3 clusters Score -2447932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2447930.250000 Penalty: 4813.849121
	Iteration 34Q: 3 clusters Score -2447930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2447933.000000 Penalty: 4813.849121
	Iteration 35Q: 3 clusters Score -2447933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2447936.250000 Penalty: 4813.849121
	Iteration 36Q: 3 clusters Score -2447936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2447936.250000 Penalty: 4813.849121
	Iteration 37F: 3 clusters Score -2447936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -1069929.125000 Penalty: 2217.373535
	Iteration 0F: 2 clusters Score -1069929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1063771.375000 Penalty: 4434.747070
	Iteration 0F: 3 clusters Score -1063771 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1065595.625000 Penalty: 4434.747070
	Iteration 1F: 3 clusters Score -1065596 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1065971.000000 Penalty: 4434.747070
	Iteration 2F: 3 clusters Score -1065971 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1066297.125000 Penalty: 4434.747070
	Iteration 3F: 3 clusters Score -1066297 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1066646.250000 Penalty: 4434.747070
	Iteration 4F: 3 clusters Score -1066646 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1067022.125000 Penalty: 4434.747070
	Iteration 5F: 3 clusters Score -1067022 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1067388.250000 Penalty: 4434.747070
	Iteration 6F: 3 clusters Score -1067388 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1067716.125000 Penalty: 4434.747070
	Iteration 7Q: 3 clusters Score -1067716 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1067964.250000 Penalty: 4434.747070
	Iteration 8Q: 3 clusters Score -1067964 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1068143.250000 Penalty: 4434.747070
	Iteration 9Q: 3 clusters Score -1068143 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1068312.250000 Penalty: 4434.747070
	Iteration 10Q: 3 clusters Score -1068312 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1068455.000000 Penalty: 4434.747070
	Iteration 11Q: 3 clusters Score -1068455 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1068570.625000 Penalty: 4434.747070
	Iteration 12Q: 3 clusters Score -1068571 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1068650.500000 Penalty: 4434.747070
	Iteration 13Q: 3 clusters Score -1068650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1068723.750000 Penalty: 4434.747070
	Iteration 14Q: 3 clusters Score -1068724 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1068778.375000 Penalty: 4434.747070
	Iteration 15Q: 3 clusters Score -1068778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1068819.500000 Penalty: 4434.747070
	Iteration 16Q: 3 clusters Score -1068820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1068852.500000 Penalty: 4434.747070
	Iteration 17Q: 3 clusters Score -1068852 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1068875.875000 Penalty: 4434.747070
	Iteration 18Q: 3 clusters Score -1068876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1068894.000000 Penalty: 4434.747070
	Iteration 19Q: 3 clusters Score -1068894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1068910.750000 Penalty: 4434.747070
	Iteration 20F: 3 clusters Score -1068911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1068929.375000 Penalty: 4434.747070
	Iteration 21Q: 3 clusters Score -1068929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1068945.750000 Penalty: 4434.747070
	Iteration 22Q: 3 clusters Score -1068946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1068956.125000 Penalty: 4434.747070
	Iteration 23Q: 3 clusters Score -1068956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1068967.125000 Penalty: 4434.747070
	Iteration 24Q: 3 clusters Score -1068967 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1068977.125000 Penalty: 4434.747070
	Iteration 25Q: 3 clusters Score -1068977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1068988.750000 Penalty: 4434.747070
	Iteration 26Q: 3 clusters Score -1068989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1068994.000000 Penalty: 4434.747070
	Iteration 27Q: 3 clusters Score -1068994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1068997.250000 Penalty: 4434.747070
	Iteration 28Q: 3 clusters Score -1068997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1069000.000000 Penalty: 4434.747070
	Iteration 29Q: 3 clusters Score -1069000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1069004.500000 Penalty: 4434.747070
	Iteration 30Q: 3 clusters Score -1069004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1069009.250000 Penalty: 4434.747070
	Iteration 31Q: 3 clusters Score -1069009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1069016.875000 Penalty: 4434.747070
	Iteration 32Q: 3 clusters Score -1069017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1069020.000000 Penalty: 4434.747070
	Iteration 33Q: 3 clusters Score -1069020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1069026.875000 Penalty: 4434.747070
	Iteration 34Q: 3 clusters Score -1069027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1069027.875000 Penalty: 4434.747070
	Iteration 35Q: 3 clusters Score -1069028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1069030.125000 Penalty: 4434.747070
	Iteration 36Q: 3 clusters Score -1069030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1069033.500000 Penalty: 4434.747070
	Iteration 37Q: 3 clusters Score -1069034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1069034.875000 Penalty: 4434.747070
	Iteration 38Q: 3 clusters Score -1069035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1069036.250000 Penalty: 4434.747070
	Iteration 39Q: 3 clusters Score -1069036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1069035.875000 Penalty: 4434.747070
	Iteration 40F: 3 clusters Score -1069036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Entering Unmasked Estep 
Score: -5324972.500000 Penalty: 2598.472168
	Iteration 0F: 2 clusters Score -5324972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5300692.000000 Penalty: 5196.944336
	Iteration 0F: 3 clusters Score -5300692 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -5309731.000000 Penalty: 5196.944336
	Iteration 1F: 3 clusters Score -5309731 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -5310316.000000 Penalty: 5196.944336
	Iteration 2Q: 3 clusters Score -5310316 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5310904.000000 Penalty: 5196.944336
	Iteration 3Q: 3 clusters Score -5310904 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -5311558.000000 Penalty: 5196.944336
	Iteration 4Q: 3 clusters Score -5311558 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5312454.500000 Penalty: 5196.944336
	Iteration 5F: 3 clusters Score -5312454 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5313720.500000 Penalty: 5196.944336
	Iteration 6F: 3 clusters Score -5313720 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5315364.000000 Penalty: 5196.944336
	Iteration 7F: 3 clusters Score -5315364 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -5317182.500000 Penalty: 5196.944336
	Iteration 8F: 3 clusters Score -5317182 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5318903.500000 Penalty: 5196.944336
	Iteration 9F: 3 clusters Score -5318904 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -5320218.000000 Penalty: 5196.944336
	Iteration 10Q: 3 clusters Score -5320218 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5321122.500000 Penalty: 5196.944336
	Iteration 11Q: 3 clusters Score -5321122 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -5321717.000000 Penalty: 5196.944336
	Iteration 12Q: 3 clusters Score -5321717 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -5322102.500000 Penalty: 5196.944336
	Iteration 13Q: 3 clusters Score -5322102 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5322324.500000 Penalty: 5196.944336
	Iteration 14Q: 3 clusters Score -5322324 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -5322456.500000 Penalty: 5196.944336
	Iteration 15Q: 3 clusters Score -5322456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5322534.500000 Penalty: 5196.944336
	Iteration 16Q: 3 clusters Score -5322534 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -5322595.000000 Penalty: 5196.944336
	Iteration 17Q: 3 clusters Score -5322595 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -5322644.500000 Penalty: 5196.944336
	Iteration 18Q: 3 clusters Score -5322644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5322689.000000 Penalty: 5196.944336
	Iteration 19Q: 3 clusters Score -5322689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -5322712.500000 Penalty: 5196.944336
	Iteration 20F: 3 clusters Score -5322712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -5322743.000000 Penalty: 5196.944336
	Iteration 21Q: 3 clusters Score -5322743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -5322748.500000 Penalty: 5196.944336
	Iteration 22Q: 3 clusters Score -5322748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -5322767.000000 Penalty: 5196.944336
	Iteration 23Q: 3 clusters Score -5322767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -5322775.500000 Penalty: 5196.944336
	Iteration 24Q: 3 clusters Score -5322776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5322781.000000 Penalty: 5196.944336
	Iteration 25Q: 3 clusters Score -5322781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -5322788.500000 Penalty: 5196.944336
	Iteration 26Q: 3 clusters Score -5322788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5322790.500000 Penalty: 5196.944336
	Iteration 27Q: 3 clusters Score -5322790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5322789.500000 Penalty: 5196.944336
	Iteration 28Q: 3 clusters Score -5322790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -5322790.500000 Penalty: 5196.944336
	Iteration 29Q: 3 clusters Score -5322790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5322791.500000 Penalty: 5196.944336
	Iteration 30Q: 3 clusters Score -5322792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -5322791.500000 Penalty: 5196.944336
	Iteration 31F: 3 clusters Score -5322792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -4090578.000000 Penalty: 2533.012939
	Iteration 0F: 2 clusters Score -4090578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4071766.500000 Penalty: 5066.025879
	Iteration 0F: 3 clusters Score -4071766 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -4078680.500000 Penalty: 5066.025879
	Iteration 1F: 3 clusters Score -4078680 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -4079372.500000 Penalty: 5066.025879
	Iteration 2F: 3 clusters Score -4079372 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -4080193.750000 Penalty: 5066.025879
	Iteration 3F: 3 clusters Score -4080194 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -4081197.500000 Penalty: 5066.025879
	Iteration 4F: 3 clusters Score -4081198 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4082370.250000 Penalty: 5066.025879
	Iteration 5F: 3 clusters Score -4082370 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -4083650.000000 Penalty: 5066.025879
	Iteration 6F: 3 clusters Score -4083650 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4084889.000000 Penalty: 5066.025879
	Iteration 7F: 3 clusters Score -4084889 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4085996.500000 Penalty: 5066.025879
	Iteration 8Q: 3 clusters Score -4085996 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4086830.000000 Penalty: 5066.025879
	Iteration 9Q: 3 clusters Score -4086830 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -4087412.750000 Penalty: 5066.025879
	Iteration 10Q: 3 clusters Score -4087413 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -4087774.750000 Penalty: 5066.025879
	Iteration 11Q: 3 clusters Score -4087775 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4087955.750000 Penalty: 5066.025879
	Iteration 12Q: 3 clusters Score -4087956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -4088090.000000 Penalty: 5066.025879
	Iteration 13Q: 3 clusters Score -4088090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4088168.750000 Penalty: 5066.025879
	Iteration 14Q: 3 clusters Score -4088169 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4088214.750000 Penalty: 5066.025879
	Iteration 15Q: 3 clusters Score -4088215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4088259.000000 Penalty: 5066.025879
	Iteration 16Q: 3 clusters Score -4088259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4088289.000000 Penalty: 5066.025879
	Iteration 17Q: 3 clusters Score -4088289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4088315.500000 Penalty: 5066.025879
	Iteration 18Q: 3 clusters Score -4088316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -4088332.750000 Penalty: 5066.025879
	Iteration 19Q: 3 clusters Score -4088333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4088349.500000 Penalty: 5066.025879
	Iteration 20F: 3 clusters Score -4088350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4088352.750000 Penalty: 5066.025879
	Iteration 21Q: 3 clusters Score -4088353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -4088356.750000 Penalty: 5066.025879
	Iteration 22Q: 3 clusters Score -4088357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4088358.000000 Penalty: 5066.025879
	Iteration 23Q: 3 clusters Score -4088358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4088362.750000 Penalty: 5066.025879
	Iteration 24Q: 3 clusters Score -4088363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4088373.250000 Penalty: 5066.025879
	Iteration 25Q: 3 clusters Score -4088373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4088376.500000 Penalty: 5066.025879
	Iteration 26Q: 3 clusters Score -4088376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4088376.500000 Penalty: 5066.025879
	Iteration 27F: 3 clusters Score -4088376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Entering Unmasked Estep 
Score: -1755757.625000 Penalty: 2326.239746
	Iteration 0F: 2 clusters Score -1755758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1746961.750000 Penalty: 4652.479492
	Iteration 0F: 3 clusters Score -1746962 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1749724.500000 Penalty: 4652.479492
	Iteration 1F: 3 clusters Score -1749724 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1750335.500000 Penalty: 4652.479492
	Iteration 2F: 3 clusters Score -1750336 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1750966.125000 Penalty: 4652.479492
	Iteration 3F: 3 clusters Score -1750966 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1751611.250000 Penalty: 4652.479492
	Iteration 4F: 3 clusters Score -1751611 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1752270.250000 Penalty: 4652.479492
	Iteration 5F: 3 clusters Score -1752270 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1752891.500000 Penalty: 4652.479492
	Iteration 6F: 3 clusters Score -1752892 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1753376.750000 Penalty: 4652.479492
	Iteration 7F: 3 clusters Score -1753377 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1753717.875000 Penalty: 4652.479492
	Iteration 8Q: 3 clusters Score -1753718 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1753925.250000 Penalty: 4652.479492
	Iteration 9Q: 3 clusters Score -1753925 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1754064.750000 Penalty: 4652.479492
	Iteration 10Q: 3 clusters Score -1754065 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1754147.000000 Penalty: 4652.479492
	Iteration 11Q: 3 clusters Score -1754147 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1754208.500000 Penalty: 4652.479492
	Iteration 12Q: 3 clusters Score -1754208 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1754250.500000 Penalty: 4652.479492
	Iteration 13Q: 3 clusters Score -1754250 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1754282.375000 Penalty: 4652.479492
	Iteration 14Q: 3 clusters Score -1754282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1754319.125000 Penalty: 4652.479492
	Iteration 15Q: 3 clusters Score -1754319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1754328.625000 Penalty: 4652.479492
	Iteration 16Q: 3 clusters Score -1754329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1754344.625000 Penalty: 4652.479492
	Iteration 17Q: 3 clusters Score -1754345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1754357.750000 Penalty: 4652.479492
	Iteration 18Q: 3 clusters Score -1754358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1754362.625000 Penalty: 4652.479492
	Iteration 19Q: 3 clusters Score -1754363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1754375.375000 Penalty: 4652.479492
	Iteration 20F: 3 clusters Score -1754375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1754379.000000 Penalty: 4652.479492
	Iteration 21Q: 3 clusters Score -1754379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1754386.250000 Penalty: 4652.479492
	Iteration 22Q: 3 clusters Score -1754386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1754394.375000 Penalty: 4652.479492
	Iteration 23Q: 3 clusters Score -1754394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1754400.000000 Penalty: 4652.479492
	Iteration 24Q: 3 clusters Score -1754400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1754405.250000 Penalty: 4652.479492
	Iteration 25Q: 3 clusters Score -1754405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1754409.000000 Penalty: 4652.479492
	Iteration 26Q: 3 clusters Score -1754409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1754413.500000 Penalty: 4652.479492
	Iteration 27Q: 3 clusters Score -1754414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1754422.625000 Penalty: 4652.479492
	Iteration 28Q: 3 clusters Score -1754423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1754428.000000 Penalty: 4652.479492
	Iteration 29Q: 3 clusters Score -1754428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1754429.750000 Penalty: 4652.479492
	Iteration 30Q: 3 clusters Score -1754430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1754434.125000 Penalty: 4652.479492
	Iteration 31Q: 3 clusters Score -1754434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1754437.250000 Penalty: 4652.479492
	Iteration 32Q: 3 clusters Score -1754437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1754434.375000 Penalty: 4652.479492
	Iteration 33Q: 3 clusters Score -1754434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1754437.500000 Penalty: 4652.479492
	Iteration 34Q: 3 clusters Score -1754438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1754440.625000 Penalty: 4652.479492
	Iteration 35Q: 3 clusters Score -1754441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1754444.000000 Penalty: 4652.479492
	Iteration 36Q: 3 clusters Score -1754444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1754445.875000 Penalty: 4652.479492
	Iteration 37Q: 3 clusters Score -1754446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1754448.500000 Penalty: 4652.479492
	Iteration 38Q: 3 clusters Score -1754448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1754448.375000 Penalty: 4652.479492
	Iteration 39Q: 3 clusters Score -1754448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1754447.375000 Penalty: 4652.479492
	Iteration 40F: 3 clusters Score -1754447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1754451.125000 Penalty: 4652.479492
	Iteration 41Q: 3 clusters Score -1754451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1754448.875000 Penalty: 4652.479492
	Iteration 42Q: 3 clusters Score -1754449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1754451.625000 Penalty: 4652.479492
	Iteration 43Q: 3 clusters Score -1754452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1754452.000000 Penalty: 4652.479492
	Iteration 44Q: 3 clusters Score -1754452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1754451.625000 Penalty: 4652.479492
	Iteration 45Q: 3 clusters Score -1754452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1754451.375000 Penalty: 4652.479492
	Iteration 46Q: 3 clusters Score -1754451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1754451.375000 Penalty: 4652.479492
	Iteration 47F: 3 clusters Score -1754451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Entering Unmasked Estep 
Score: -2831249.000000 Penalty: 2461.206787
	Iteration 0F: 2 clusters Score -2831249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -2817043.500000 Penalty: 4922.413574
	Iteration 0F: 3 clusters Score -2817044 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2821963.500000 Penalty: 4922.413574
	Iteration 1F: 3 clusters Score -2821964 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2822720.000000 Penalty: 4922.413574
	Iteration 2F: 3 clusters Score -2822720 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2823521.750000 Penalty: 4922.413574
	Iteration 3F: 3 clusters Score -2823522 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2824258.750000 Penalty: 4922.413574
	Iteration 4F: 3 clusters Score -2824259 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2824939.500000 Penalty: 4922.413574
	Iteration 5F: 3 clusters Score -2824940 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2825559.250000 Penalty: 4922.413574
	Iteration 6F: 3 clusters Score -2825559 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2826131.250000 Penalty: 4922.413574
	Iteration 7Q: 3 clusters Score -2826131 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2826647.000000 Penalty: 4922.413574
	Iteration 8Q: 3 clusters Score -2826647 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2827064.250000 Penalty: 4922.413574
	Iteration 9Q: 3 clusters Score -2827064 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2827479.750000 Penalty: 4922.413574
	Iteration 10Q: 3 clusters Score -2827480 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2827893.750000 Penalty: 4922.413574
	Iteration 11Q: 3 clusters Score -2827894 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2828232.500000 Penalty: 4922.413574
	Iteration 12Q: 3 clusters Score -2828232 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2828504.750000 Penalty: 4922.413574
	Iteration 13Q: 3 clusters Score -2828505 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2828695.000000 Penalty: 4922.413574
	Iteration 14Q: 3 clusters Score -2828695 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2828817.500000 Penalty: 4922.413574
	Iteration 15Q: 3 clusters Score -2828818 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2828919.000000 Penalty: 4922.413574
	Iteration 16Q: 3 clusters Score -2828919 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2829002.000000 Penalty: 4922.413574
	Iteration 17Q: 3 clusters Score -2829002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2829050.250000 Penalty: 4922.413574
	Iteration 18Q: 3 clusters Score -2829050 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2829079.500000 Penalty: 4922.413574
	Iteration 19Q: 3 clusters Score -2829080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2829112.500000 Penalty: 4922.413574
	Iteration 20F: 3 clusters Score -2829112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2829141.250000 Penalty: 4922.413574
	Iteration 21Q: 3 clusters Score -2829141 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2829159.250000 Penalty: 4922.413574
	Iteration 22Q: 3 clusters Score -2829159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2829176.000000 Penalty: 4922.413574
	Iteration 23Q: 3 clusters Score -2829176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2829206.500000 Penalty: 4922.413574
	Iteration 24Q: 3 clusters Score -2829206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2829223.000000 Penalty: 4922.413574
	Iteration 25Q: 3 clusters Score -2829223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2829226.750000 Penalty: 4922.413574
	Iteration 26Q: 3 clusters Score -2829227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2829237.750000 Penalty: 4922.413574
	Iteration 27Q: 3 clusters Score -2829238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2829247.750000 Penalty: 4922.413574
	Iteration 28Q: 3 clusters Score -2829248 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2829271.000000 Penalty: 4922.413574
	Iteration 29Q: 3 clusters Score -2829271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2829285.750000 Penalty: 4922.413574
	Iteration 30Q: 3 clusters Score -2829286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2829299.750000 Penalty: 4922.413574
	Iteration 31Q: 3 clusters Score -2829300 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2829311.500000 Penalty: 4922.413574
	Iteration 32Q: 3 clusters Score -2829312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -2829325.250000 Penalty: 4922.413574
	Iteration 33Q: 3 clusters Score -2829325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2829339.000000 Penalty: 4922.413574
	Iteration 34Q: 3 clusters Score -2829339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2829351.750000 Penalty: 4922.413574
	Iteration 35Q: 3 clusters Score -2829352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2829347.250000 Penalty: 4922.413574
	Iteration 36Q: 3 clusters Score -2829347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2829364.250000 Penalty: 4922.413574
	Iteration 37Q: 3 clusters Score -2829364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2829374.000000 Penalty: 4922.413574
	Iteration 38Q: 3 clusters Score -2829374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2829378.750000 Penalty: 4922.413574
	Iteration 39Q: 3 clusters Score -2829379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2829380.000000 Penalty: 4922.413574
	Iteration 40F: 3 clusters Score -2829380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2829379.500000 Penalty: 4922.413574
	Iteration 41Q: 3 clusters Score -2829380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2829383.000000 Penalty: 4922.413574
	Iteration 42Q: 3 clusters Score -2829383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2829396.500000 Penalty: 4922.413574
	Iteration 43Q: 3 clusters Score -2829396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2829394.500000 Penalty: 4922.413574
	Iteration 44Q: 3 clusters Score -2829394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2829397.000000 Penalty: 4922.413574
	Iteration 45Q: 3 clusters Score -2829397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2829405.500000 Penalty: 4922.413574
	Iteration 46Q: 3 clusters Score -2829406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2829405.000000 Penalty: 4922.413574
	Iteration 47Q: 3 clusters Score -2829405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2829415.000000 Penalty: 4922.413574
	Iteration 48Q: 3 clusters Score -2829415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2829415.750000 Penalty: 4922.413574
	Iteration 49Q: 3 clusters Score -2829416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2829420.250000 Penalty: 4922.413574
	Iteration 50Q: 3 clusters Score -2829420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2829422.500000 Penalty: 4922.413574
	Iteration 51Q: 3 clusters Score -2829422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2829424.500000 Penalty: 4922.413574
	Iteration 52Q: 3 clusters Score -2829424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2829438.500000 Penalty: 4922.413574
	Iteration 53Q: 3 clusters Score -2829438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2829446.750000 Penalty: 4922.413574
	Iteration 54Q: 3 clusters Score -2829447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -2829445.000000 Penalty: 4922.413574
	Iteration 55Q: 3 clusters Score -2829445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2829444.250000 Penalty: 4922.413574
	Iteration 56Q: 3 clusters Score -2829444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2829445.250000 Penalty: 4922.413574
	Iteration 57Q: 3 clusters Score -2829445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2829449.750000 Penalty: 4922.413574
	Iteration 58Q: 3 clusters Score -2829450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2829447.500000 Penalty: 4922.413574
	Iteration 59Q: 3 clusters Score -2829448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2829461.250000 Penalty: 4922.413574
	Iteration 60F: 3 clusters Score -2829461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -2829460.000000 Penalty: 4922.413574
	Iteration 61Q: 3 clusters Score -2829460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2829465.250000 Penalty: 4922.413574
	Iteration 62Q: 3 clusters Score -2829465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2829462.000000 Penalty: 4922.413574
	Iteration 63Q: 3 clusters Score -2829462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2829462.000000 Penalty: 4922.413574
	Iteration 64Q: 3 clusters Score -2829462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2829457.250000 Penalty: 4922.413574
	Iteration 65Q: 3 clusters Score -2829457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2829459.000000 Penalty: 4922.413574
	Iteration 66Q: 3 clusters Score -2829459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2829460.000000 Penalty: 4922.413574
	Iteration 67Q: 3 clusters Score -2829460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2829467.000000 Penalty: 4922.413574
	Iteration 68Q: 3 clusters Score -2829467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2829464.500000 Penalty: 4922.413574
	Iteration 69Q: 3 clusters Score -2829464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2829462.750000 Penalty: 4922.413574
	Iteration 70Q: 3 clusters Score -2829463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2829471.250000 Penalty: 4922.413574
	Iteration 71Q: 3 clusters Score -2829471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2829469.000000 Penalty: 4922.413574
	Iteration 72Q: 3 clusters Score -2829469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2829474.000000 Penalty: 4922.413574
	Iteration 73Q: 3 clusters Score -2829474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2829476.500000 Penalty: 4922.413574
	Iteration 74Q: 3 clusters Score -2829476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2829477.000000 Penalty: 4922.413574
	Iteration 75Q: 3 clusters Score -2829477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2829480.000000 Penalty: 4922.413574
	Iteration 76Q: 3 clusters Score -2829480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2829480.750000 Penalty: 4922.413574
	Iteration 77Q: 3 clusters Score -2829481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2829480.250000 Penalty: 4922.413574
	Iteration 78Q: 3 clusters Score -2829480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2829483.500000 Penalty: 4922.413574
	Iteration 79Q: 3 clusters Score -2829484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2829485.500000 Penalty: 4922.413574
	Iteration 80F: 3 clusters Score -2829486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2829487.500000 Penalty: 4922.413574
	Iteration 81Q: 3 clusters Score -2829488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2829489.250000 Penalty: 4922.413574
	Iteration 82Q: 3 clusters Score -2829489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2829492.000000 Penalty: 4922.413574
	Iteration 83Q: 3 clusters Score -2829492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2829491.500000 Penalty: 4922.413574
	Iteration 84Q: 3 clusters Score -2829492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2829491.500000 Penalty: 4922.413574
	Iteration 85Q: 3 clusters Score -2829492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2829495.250000 Penalty: 4922.413574
	Iteration 86Q: 3 clusters Score -2829495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2829496.000000 Penalty: 4922.413574
	Iteration 87Q: 3 clusters Score -2829496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2829495.500000 Penalty: 4922.413574
	Iteration 88Q: 3 clusters Score -2829496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2829498.000000 Penalty: 4922.413574
	Iteration 89Q: 3 clusters Score -2829498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2829494.000000 Penalty: 4922.413574
	Iteration 90Q: 3 clusters Score -2829494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2829499.750000 Penalty: 4922.413574
	Iteration 91Q: 3 clusters Score -2829500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2829505.750000 Penalty: 4922.413574
	Iteration 92Q: 3 clusters Score -2829506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2829506.750000 Penalty: 4922.413574
	Iteration 93Q: 3 clusters Score -2829507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2829510.000000 Penalty: 4922.413574
	Iteration 94Q: 3 clusters Score -2829510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2829510.250000 Penalty: 4922.413574
	Iteration 95Q: 3 clusters Score -2829510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2829512.750000 Penalty: 4922.413574
	Iteration 96Q: 3 clusters Score -2829513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2829510.000000 Penalty: 4922.413574
	Iteration 97Q: 3 clusters Score -2829510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2829513.750000 Penalty: 4922.413574
	Iteration 98Q: 3 clusters Score -2829514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2829511.000000 Penalty: 4922.413574
	Iteration 99Q: 3 clusters Score -2829511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2829513.000000 Penalty: 4922.413574
	Iteration 100F: 3 clusters Score -2829513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2829515.000000 Penalty: 4922.413574
	Iteration 101Q: 3 clusters Score -2829515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2829519.250000 Penalty: 4922.413574
	Iteration 102Q: 3 clusters Score -2829519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2829518.000000 Penalty: 4922.413574
	Iteration 103Q: 3 clusters Score -2829518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2829522.500000 Penalty: 4922.413574
	Iteration 104Q: 3 clusters Score -2829522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2829520.000000 Penalty: 4922.413574
	Iteration 105Q: 3 clusters Score -2829520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2829520.000000 Penalty: 4922.413574
	Iteration 106F: 3 clusters Score -2829520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Entering Unmasked Estep 
Score: -4773829.000000 Penalty: 2570.665039
	Iteration 0F: 2 clusters Score -4773829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -4752163.000000 Penalty: 5141.330078
	Iteration 0F: 3 clusters Score -4752163 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4759936.000000 Penalty: 5141.330078
	Iteration 1F: 3 clusters Score -4759936 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4760650.000000 Penalty: 5141.330078
	Iteration 2F: 3 clusters Score -4760650 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4761597.000000 Penalty: 5141.330078
	Iteration 3F: 3 clusters Score -4761597 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4762850.000000 Penalty: 5141.330078
	Iteration 4F: 3 clusters Score -4762850 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4764512.500000 Penalty: 5141.330078
	Iteration 5F: 3 clusters Score -4764512 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4766339.500000 Penalty: 5141.330078
	Iteration 6F: 3 clusters Score -4766340 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4767922.500000 Penalty: 5141.330078
	Iteration 7F: 3 clusters Score -4767922 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -4769164.500000 Penalty: 5141.330078
	Iteration 8Q: 3 clusters Score -4769164 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -4770106.500000 Penalty: 5141.330078
	Iteration 9Q: 3 clusters Score -4770106 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -4770836.000000 Penalty: 5141.330078
	Iteration 10Q: 3 clusters Score -4770836 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4771408.500000 Penalty: 5141.330078
	Iteration 11Q: 3 clusters Score -4771408 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4771847.000000 Penalty: 5141.330078
	Iteration 12Q: 3 clusters Score -4771847 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -4772282.000000 Penalty: 5141.330078
	Iteration 13Q: 3 clusters Score -4772282 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -4772794.500000 Penalty: 5141.330078
	Iteration 14Q: 3 clusters Score -4772794 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4773234.000000 Penalty: 5141.330078
	Iteration 15Q: 3 clusters Score -4773234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -4773409.500000 Penalty: 5141.330078
	Iteration 16Q: 3 clusters Score -4773410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -4773475.500000 Penalty: 5141.330078
	Iteration 17Q: 3 clusters Score -4773476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4773511.500000 Penalty: 5141.330078
	Iteration 18Q: 3 clusters Score -4773512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -4773523.500000 Penalty: 5141.330078
	Iteration 19Q: 3 clusters Score -4773524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4773522.000000 Penalty: 5141.330078
	Iteration 20F: 3 clusters Score -4773522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4773525.000000 Penalty: 5141.330078
	Iteration 21Q: 3 clusters Score -4773525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4773526.500000 Penalty: 5141.330078
	Iteration 22Q: 3 clusters Score -4773526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4773523.000000 Penalty: 5141.330078
	Iteration 23Q: 3 clusters Score -4773523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -4773523.000000 Penalty: 5141.330078
	Iteration 24F: 3 clusters Score -4773523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Entering Unmasked Estep 
Score: -2037971.875000 Penalty: 2362.779785
	Iteration 0F: 2 clusters Score -2037972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2028019.000000 Penalty: 4725.559570
	Iteration 0F: 3 clusters Score -2028019 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2031350.875000 Penalty: 4725.559570
	Iteration 1F: 3 clusters Score -2031351 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2031849.000000 Penalty: 4725.559570
	Iteration 2F: 3 clusters Score -2031849 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2032290.750000 Penalty: 4725.559570
	Iteration 3F: 3 clusters Score -2032291 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2032716.625000 Penalty: 4725.559570
	Iteration 4F: 3 clusters Score -2032717 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2033116.000000 Penalty: 4725.559570
	Iteration 5F: 3 clusters Score -2033116 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2033511.875000 Penalty: 4725.559570
	Iteration 6Q: 3 clusters Score -2033512 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2033888.750000 Penalty: 4725.559570
	Iteration 7Q: 3 clusters Score -2033889 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2034205.250000 Penalty: 4725.559570
	Iteration 8Q: 3 clusters Score -2034205 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2034511.625000 Penalty: 4725.559570
	Iteration 9Q: 3 clusters Score -2034512 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2034806.750000 Penalty: 4725.559570
	Iteration 10Q: 3 clusters Score -2034807 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2035081.375000 Penalty: 4725.559570
	Iteration 11Q: 3 clusters Score -2035081 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2035356.750000 Penalty: 4725.559570
	Iteration 12Q: 3 clusters Score -2035357 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2035586.000000 Penalty: 4725.559570
	Iteration 13Q: 3 clusters Score -2035586 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2035785.250000 Penalty: 4725.559570
	Iteration 14Q: 3 clusters Score -2035785 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2035938.250000 Penalty: 4725.559570
	Iteration 15Q: 3 clusters Score -2035938 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2036040.875000 Penalty: 4725.559570
	Iteration 16Q: 3 clusters Score -2036041 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2036147.625000 Penalty: 4725.559570
	Iteration 17Q: 3 clusters Score -2036148 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2036218.000000 Penalty: 4725.559570
	Iteration 18Q: 3 clusters Score -2036218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2036276.375000 Penalty: 4725.559570
	Iteration 19Q: 3 clusters Score -2036276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2036329.375000 Penalty: 4725.559570
	Iteration 20F: 3 clusters Score -2036329 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2036384.500000 Penalty: 4725.559570
	Iteration 21Q: 3 clusters Score -2036384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2036415.375000 Penalty: 4725.559570
	Iteration 22Q: 3 clusters Score -2036415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2036452.000000 Penalty: 4725.559570
	Iteration 23Q: 3 clusters Score -2036452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2036496.875000 Penalty: 4725.559570
	Iteration 24Q: 3 clusters Score -2036497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2036518.750000 Penalty: 4725.559570
	Iteration 25Q: 3 clusters Score -2036519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2036539.375000 Penalty: 4725.559570
	Iteration 26Q: 3 clusters Score -2036539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2036542.500000 Penalty: 4725.559570
	Iteration 27Q: 3 clusters Score -2036542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2036554.625000 Penalty: 4725.559570
	Iteration 28Q: 3 clusters Score -2036555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2036558.625000 Penalty: 4725.559570
	Iteration 29Q: 3 clusters Score -2036559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2036560.500000 Penalty: 4725.559570
	Iteration 30Q: 3 clusters Score -2036560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2036562.000000 Penalty: 4725.559570
	Iteration 31Q: 3 clusters Score -2036562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2036563.500000 Penalty: 4725.559570
	Iteration 32Q: 3 clusters Score -2036564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2036563.500000 Penalty: 4725.559570
	Iteration 33Q: 3 clusters Score -2036564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2036563.875000 Penalty: 4725.559570
	Iteration 34Q: 3 clusters Score -2036564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2036566.625000 Penalty: 4725.559570
	Iteration 35Q: 3 clusters Score -2036567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2036568.125000 Penalty: 4725.559570
	Iteration 36Q: 3 clusters Score -2036568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2036568.125000 Penalty: 4725.559570
	Iteration 37F: 3 clusters Score -2036568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1319196.250000 Penalty: 2265.766357
	Iteration 0F: 2 clusters Score -1319196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1312053.000000 Penalty: 4531.532715
	Iteration 0F: 3 clusters Score -1312053 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1314127.875000 Penalty: 4531.532715
	Iteration 1F: 3 clusters Score -1314128 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1314458.250000 Penalty: 4531.532715
	Iteration 2F: 3 clusters Score -1314458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1314711.750000 Penalty: 4531.532715
	Iteration 3F: 3 clusters Score -1314712 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1314951.750000 Penalty: 4531.532715
	Iteration 4Q: 3 clusters Score -1314952 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1315209.500000 Penalty: 4531.532715
	Iteration 5Q: 3 clusters Score -1315210 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1315528.000000 Penalty: 4531.532715
	Iteration 6Q: 3 clusters Score -1315528 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1315892.000000 Penalty: 4531.532715
	Iteration 7Q: 3 clusters Score -1315892 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1316218.875000 Penalty: 4531.532715
	Iteration 8Q: 3 clusters Score -1316219 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1316477.000000 Penalty: 4531.532715
	Iteration 9Q: 3 clusters Score -1316477 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1316690.875000 Penalty: 4531.532715
	Iteration 10Q: 3 clusters Score -1316691 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1316873.125000 Penalty: 4531.532715
	Iteration 11Q: 3 clusters Score -1316873 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1317042.000000 Penalty: 4531.532715
	Iteration 12Q: 3 clusters Score -1317042 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1317187.250000 Penalty: 4531.532715
	Iteration 13Q: 3 clusters Score -1317187 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1317306.250000 Penalty: 4531.532715
	Iteration 14Q: 3 clusters Score -1317306 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1317384.750000 Penalty: 4531.532715
	Iteration 15Q: 3 clusters Score -1317385 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1317440.750000 Penalty: 4531.532715
	Iteration 16Q: 3 clusters Score -1317441 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1317495.500000 Penalty: 4531.532715
	Iteration 17Q: 3 clusters Score -1317496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1317542.625000 Penalty: 4531.532715
	Iteration 18Q: 3 clusters Score -1317543 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1317612.375000 Penalty: 4531.532715
	Iteration 19Q: 3 clusters Score -1317612 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1317678.875000 Penalty: 4531.532715
	Iteration 20F: 3 clusters Score -1317679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1317735.250000 Penalty: 4531.532715
	Iteration 21Q: 3 clusters Score -1317735 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1317810.250000 Penalty: 4531.532715
	Iteration 22Q: 3 clusters Score -1317810 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1317883.375000 Penalty: 4531.532715
	Iteration 23Q: 3 clusters Score -1317883 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1317936.500000 Penalty: 4531.532715
	Iteration 24Q: 3 clusters Score -1317936 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1317980.750000 Penalty: 4531.532715
	Iteration 25Q: 3 clusters Score -1317981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1318006.625000 Penalty: 4531.532715
	Iteration 26Q: 3 clusters Score -1318007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1318031.125000 Penalty: 4531.532715
	Iteration 27Q: 3 clusters Score -1318031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1318042.250000 Penalty: 4531.532715
	Iteration 28Q: 3 clusters Score -1318042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1318053.625000 Penalty: 4531.532715
	Iteration 29Q: 3 clusters Score -1318054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1318060.750000 Penalty: 4531.532715
	Iteration 30Q: 3 clusters Score -1318061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1318068.750000 Penalty: 4531.532715
	Iteration 31Q: 3 clusters Score -1318069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1318071.125000 Penalty: 4531.532715
	Iteration 32Q: 3 clusters Score -1318071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1318079.625000 Penalty: 4531.532715
	Iteration 33Q: 3 clusters Score -1318080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1318086.000000 Penalty: 4531.532715
	Iteration 34Q: 3 clusters Score -1318086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1318090.125000 Penalty: 4531.532715
	Iteration 35Q: 3 clusters Score -1318090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1318095.375000 Penalty: 4531.532715
	Iteration 36Q: 3 clusters Score -1318095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1318097.625000 Penalty: 4531.532715
	Iteration 37Q: 3 clusters Score -1318098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1318098.750000 Penalty: 4531.532715
	Iteration 38Q: 3 clusters Score -1318099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1318097.125000 Penalty: 4531.532715
	Iteration 39Q: 3 clusters Score -1318097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1318098.875000 Penalty: 4531.532715
	Iteration 40F: 3 clusters Score -1318099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1318100.250000 Penalty: 4531.532715
	Iteration 41Q: 3 clusters Score -1318100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1318103.500000 Penalty: 4531.532715
	Iteration 42Q: 3 clusters Score -1318104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1318104.750000 Penalty: 4531.532715
	Iteration 43Q: 3 clusters Score -1318105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1318106.250000 Penalty: 4531.532715
	Iteration 44Q: 3 clusters Score -1318106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1318104.875000 Penalty: 4531.532715
	Iteration 45Q: 3 clusters Score -1318105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1318102.750000 Penalty: 4531.532715
	Iteration 46Q: 3 clusters Score -1318103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1318104.875000 Penalty: 4531.532715
	Iteration 47Q: 3 clusters Score -1318105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1318104.875000 Penalty: 4531.532715
	Iteration 48F: 3 clusters Score -1318105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Entering Unmasked Estep 
Score: -4773538.500000 Penalty: 2573.012939
	Iteration 0F: 2 clusters Score -4773538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4751706.000000 Penalty: 5146.025879
	Iteration 0F: 3 clusters Score -4751706 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4759838.000000 Penalty: 5146.025879
	Iteration 1F: 3 clusters Score -4759838 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4760645.500000 Penalty: 5146.025879
	Iteration 2F: 3 clusters Score -4760646 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4761621.500000 Penalty: 5146.025879
	Iteration 3F: 3 clusters Score -4761622 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -4762786.500000 Penalty: 5146.025879
	Iteration 4F: 3 clusters Score -4762786 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4764024.000000 Penalty: 5146.025879
	Iteration 5F: 3 clusters Score -4764024 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -4765495.000000 Penalty: 5146.025879
	Iteration 6F: 3 clusters Score -4765495 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4766850.000000 Penalty: 5146.025879
	Iteration 7F: 3 clusters Score -4766850 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4768088.000000 Penalty: 5146.025879
	Iteration 8Q: 3 clusters Score -4768088 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -4769204.000000 Penalty: 5146.025879
	Iteration 9Q: 3 clusters Score -4769204 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4770086.000000 Penalty: 5146.025879
	Iteration 10Q: 3 clusters Score -4770086 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4770611.500000 Penalty: 5146.025879
	Iteration 11Q: 3 clusters Score -4770612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4770891.000000 Penalty: 5146.025879
	Iteration 12Q: 3 clusters Score -4770891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4771052.000000 Penalty: 5146.025879
	Iteration 13Q: 3 clusters Score -4771052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4771145.000000 Penalty: 5146.025879
	Iteration 14Q: 3 clusters Score -4771145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4771199.500000 Penalty: 5146.025879
	Iteration 15Q: 3 clusters Score -4771200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4771248.500000 Penalty: 5146.025879
	Iteration 16Q: 3 clusters Score -4771248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4771269.000000 Penalty: 5146.025879
	Iteration 17Q: 3 clusters Score -4771269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4771282.000000 Penalty: 5146.025879
	Iteration 18Q: 3 clusters Score -4771282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4771295.500000 Penalty: 5146.025879
	Iteration 19Q: 3 clusters Score -4771296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4771300.500000 Penalty: 5146.025879
	Iteration 20F: 3 clusters Score -4771300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4771303.500000 Penalty: 5146.025879
	Iteration 21Q: 3 clusters Score -4771304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4771309.000000 Penalty: 5146.025879
	Iteration 22Q: 3 clusters Score -4771309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4771312.500000 Penalty: 5146.025879
	Iteration 23Q: 3 clusters Score -4771312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4771313.500000 Penalty: 5146.025879
	Iteration 24Q: 3 clusters Score -4771314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4771317.000000 Penalty: 5146.025879
	Iteration 25Q: 3 clusters Score -4771317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4771319.500000 Penalty: 5146.025879
	Iteration 26Q: 3 clusters Score -4771320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4771322.500000 Penalty: 5146.025879
	Iteration 27Q: 3 clusters Score -4771322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4771319.500000 Penalty: 5146.025879
	Iteration 28Q: 3 clusters Score -4771320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4771316.000000 Penalty: 5146.025879
	Iteration 29Q: 3 clusters Score -4771316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4771325.500000 Penalty: 5146.025879
	Iteration 30Q: 3 clusters Score -4771326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4771327.500000 Penalty: 5146.025879
	Iteration 31Q: 3 clusters Score -4771328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4771328.500000 Penalty: 5146.025879
	Iteration 32Q: 3 clusters Score -4771328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4771332.000000 Penalty: 5146.025879
	Iteration 33Q: 3 clusters Score -4771332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4771334.000000 Penalty: 5146.025879
	Iteration 34Q: 3 clusters Score -4771334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4771334.000000 Penalty: 5146.025879
	Iteration 35F: 3 clusters Score -4771334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -59248.699219 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -59248.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57884.332031 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -57884.33 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58300.882812 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -58300.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58758.136719 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -58758.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58908.015625 Penalty: 3074.445312
	Iteration 3F: 3 clusters Score -58908.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59006.832031 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -59006.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59072.882812 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -59072.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59098.535156 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -59098.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59121.203125 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -59121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59132.710938 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -59132.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59139.328125 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -59139.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59143.718750 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -59143.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -59150.203125 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -59150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59159.707031 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -59159.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59163.503906 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -59163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59168.878906 Penalty: 3074.445312
	Iteration 14Q: 3 clusters Score -59168.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59168.878906 Penalty: 3074.445312
	Iteration 15F: 3 clusters Score -59168.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -2334634.000000 Penalty: 2396.504639
	Iteration 0F: 2 clusters Score -2334634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2323291.000000 Penalty: 4793.009277
	Iteration 0F: 3 clusters Score -2323291 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2327007.750000 Penalty: 4793.009277
	Iteration 1F: 3 clusters Score -2327008 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2327477.750000 Penalty: 4793.009277
	Iteration 2F: 3 clusters Score -2327478 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2327903.250000 Penalty: 4793.009277
	Iteration 3F: 3 clusters Score -2327903 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2328301.000000 Penalty: 4793.009277
	Iteration 4Q: 3 clusters Score -2328301 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2328688.000000 Penalty: 4793.009277
	Iteration 5Q: 3 clusters Score -2328688 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2329106.250000 Penalty: 4793.009277
	Iteration 6Q: 3 clusters Score -2329106 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2329552.250000 Penalty: 4793.009277
	Iteration 7Q: 3 clusters Score -2329552 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2330045.500000 Penalty: 4793.009277
	Iteration 8Q: 3 clusters Score -2330046 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2330571.000000 Penalty: 4793.009277
	Iteration 9Q: 3 clusters Score -2330571 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2331032.250000 Penalty: 4793.009277
	Iteration 10Q: 3 clusters Score -2331032 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2331410.500000 Penalty: 4793.009277
	Iteration 11Q: 3 clusters Score -2331410 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2331647.750000 Penalty: 4793.009277
	Iteration 12Q: 3 clusters Score -2331648 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2331791.250000 Penalty: 4793.009277
	Iteration 13Q: 3 clusters Score -2331791 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2331873.250000 Penalty: 4793.009277
	Iteration 14Q: 3 clusters Score -2331873 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2331909.500000 Penalty: 4793.009277
	Iteration 15Q: 3 clusters Score -2331910 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2331938.000000 Penalty: 4793.009277
	Iteration 16Q: 3 clusters Score -2331938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2331957.000000 Penalty: 4793.009277
	Iteration 17Q: 3 clusters Score -2331957 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2331979.000000 Penalty: 4793.009277
	Iteration 18Q: 3 clusters Score -2331979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2331986.750000 Penalty: 4793.009277
	Iteration 19Q: 3 clusters Score -2331987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2331991.500000 Penalty: 4793.009277
	Iteration 20F: 3 clusters Score -2331992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2331990.750000 Penalty: 4793.009277
	Iteration 21Q: 3 clusters Score -2331991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2331995.750000 Penalty: 4793.009277
	Iteration 22Q: 3 clusters Score -2331996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2331994.500000 Penalty: 4793.009277
	Iteration 23Q: 3 clusters Score -2331994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2331997.750000 Penalty: 4793.009277
	Iteration 24Q: 3 clusters Score -2331998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2331999.000000 Penalty: 4793.009277
	Iteration 25Q: 3 clusters Score -2331999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2332002.500000 Penalty: 4793.009277
	Iteration 26Q: 3 clusters Score -2332002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2332004.500000 Penalty: 4793.009277
	Iteration 27Q: 3 clusters Score -2332004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2332006.500000 Penalty: 4793.009277
	Iteration 28Q: 3 clusters Score -2332006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2332006.750000 Penalty: 4793.009277
	Iteration 29Q: 3 clusters Score -2332007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2332005.000000 Penalty: 4793.009277
	Iteration 30Q: 3 clusters Score -2332005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2332002.750000 Penalty: 4793.009277
	Iteration 31Q: 3 clusters Score -2332003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2332012.000000 Penalty: 4793.009277
	Iteration 32Q: 3 clusters Score -2332012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2332008.250000 Penalty: 4793.009277
	Iteration 33Q: 3 clusters Score -2332008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2332008.250000 Penalty: 4793.009277
	Iteration 34Q: 3 clusters Score -2332008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2332009.250000 Penalty: 4793.009277
	Iteration 35Q: 3 clusters Score -2332009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2332015.250000 Penalty: 4793.009277
	Iteration 36Q: 3 clusters Score -2332015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2332019.000000 Penalty: 4793.009277
	Iteration 37Q: 3 clusters Score -2332019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2332025.250000 Penalty: 4793.009277
	Iteration 38Q: 3 clusters Score -2332025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2332024.250000 Penalty: 4793.009277
	Iteration 39Q: 3 clusters Score -2332024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2332021.750000 Penalty: 4793.009277
	Iteration 40F: 3 clusters Score -2332022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2332021.000000 Penalty: 4793.009277
	Iteration 41Q: 3 clusters Score -2332021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2332024.750000 Penalty: 4793.009277
	Iteration 42Q: 3 clusters Score -2332025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2332023.750000 Penalty: 4793.009277
	Iteration 43Q: 3 clusters Score -2332024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2332024.750000 Penalty: 4793.009277
	Iteration 44Q: 3 clusters Score -2332025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2332025.750000 Penalty: 4793.009277
	Iteration 45Q: 3 clusters Score -2332026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2332026.250000 Penalty: 4793.009277
	Iteration 46Q: 3 clusters Score -2332026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2332027.000000 Penalty: 4793.009277
	Iteration 47Q: 3 clusters Score -2332027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2332026.250000 Penalty: 4793.009277
	Iteration 48Q: 3 clusters Score -2332026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2332029.000000 Penalty: 4793.009277
	Iteration 49Q: 3 clusters Score -2332029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2332026.250000 Penalty: 4793.009277
	Iteration 50Q: 3 clusters Score -2332026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2332025.000000 Penalty: 4793.009277
	Iteration 51Q: 3 clusters Score -2332025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2332028.500000 Penalty: 4793.009277
	Iteration 52Q: 3 clusters Score -2332028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2332032.500000 Penalty: 4793.009277
	Iteration 53Q: 3 clusters Score -2332032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2332033.500000 Penalty: 4793.009277
	Iteration 54Q: 3 clusters Score -2332034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -2332034.000000 Penalty: 4793.009277
	Iteration 55Q: 3 clusters Score -2332034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2332035.750000 Penalty: 4793.009277
	Iteration 56Q: 3 clusters Score -2332036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2332041.750000 Penalty: 4793.009277
	Iteration 57Q: 3 clusters Score -2332042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2332041.500000 Penalty: 4793.009277
	Iteration 58Q: 3 clusters Score -2332042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2332039.000000 Penalty: 4793.009277
	Iteration 59Q: 3 clusters Score -2332039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2332042.000000 Penalty: 4793.009277
	Iteration 60F: 3 clusters Score -2332042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2332038.000000 Penalty: 4793.009277
	Iteration 61Q: 3 clusters Score -2332038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2332039.250000 Penalty: 4793.009277
	Iteration 62Q: 3 clusters Score -2332039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2332042.250000 Penalty: 4793.009277
	Iteration 63Q: 3 clusters Score -2332042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2332041.250000 Penalty: 4793.009277
	Iteration 64Q: 3 clusters Score -2332041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2332046.000000 Penalty: 4793.009277
	Iteration 65Q: 3 clusters Score -2332046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2332042.500000 Penalty: 4793.009277
	Iteration 66Q: 3 clusters Score -2332042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2332046.500000 Penalty: 4793.009277
	Iteration 67Q: 3 clusters Score -2332046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2332047.750000 Penalty: 4793.009277
	Iteration 68Q: 3 clusters Score -2332048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2332051.750000 Penalty: 4793.009277
	Iteration 69Q: 3 clusters Score -2332052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2332052.000000 Penalty: 4793.009277
	Iteration 70Q: 3 clusters Score -2332052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2332052.000000 Penalty: 4793.009277
	Iteration 71Q: 3 clusters Score -2332052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2332052.000000 Penalty: 4793.009277
	Iteration 72F: 3 clusters Score -2332052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (57475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Entering Unmasked Estep 
Score: -8060202.000000 Penalty: 2717.858154
	Iteration 0F: 2 clusters Score -8060202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8021671.000000 Penalty: 5435.716309
	Iteration 0F: 3 clusters Score -8021671 nChanged 26690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -8036818.500000 Penalty: 5435.716309
	Iteration 1F: 3 clusters Score -8036818 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -8037717.500000 Penalty: 5435.716309
	Iteration 2Q: 3 clusters Score -8037718 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -8038778.000000 Penalty: 5435.716309
	Iteration 3Q: 3 clusters Score -8038778 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -8040168.000000 Penalty: 5435.716309
	Iteration 4Q: 3 clusters Score -8040168 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -8041666.000000 Penalty: 5435.716309
	Iteration 5F: 3 clusters Score -8041666 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -8043150.000000 Penalty: 5435.716309
	Iteration 6F: 3 clusters Score -8043150 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -8044647.000000 Penalty: 5435.716309
	Iteration 7F: 3 clusters Score -8044647 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8046045.000000 Penalty: 5435.716309
	Iteration 8Q: 3 clusters Score -8046045 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8047577.000000 Penalty: 5435.716309
	Iteration 9Q: 3 clusters Score -8047577 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -8049232.000000 Penalty: 5435.716309
	Iteration 10Q: 3 clusters Score -8049232 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8050849.500000 Penalty: 5435.716309
	Iteration 11Q: 3 clusters Score -8050850 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8052266.000000 Penalty: 5435.716309
	Iteration 12Q: 3 clusters Score -8052266 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -8053495.000000 Penalty: 5435.716309
	Iteration 13Q: 3 clusters Score -8053495 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -8054455.500000 Penalty: 5435.716309
	Iteration 14Q: 3 clusters Score -8054456 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -8055365.000000 Penalty: 5435.716309
	Iteration 15Q: 3 clusters Score -8055365 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -8056036.500000 Penalty: 5435.716309
	Iteration 16Q: 3 clusters Score -8056036 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 52743 members 
Entering Unmasked Estep 
Score: -8056608.500000 Penalty: 5435.716309
	Iteration 17Q: 3 clusters Score -8056608 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -8056998.000000 Penalty: 5435.716309
	Iteration 18Q: 3 clusters Score -8056998 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -8057315.000000 Penalty: 5435.716309
	Iteration 19Q: 3 clusters Score -8057315 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -8057593.000000 Penalty: 5435.716309
	Iteration 20F: 3 clusters Score -8057593 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -8057836.000000 Penalty: 5435.716309
	Iteration 21Q: 3 clusters Score -8057836 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -8057996.000000 Penalty: 5435.716309
	Iteration 22Q: 3 clusters Score -8057996 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -8058085.500000 Penalty: 5435.716309
	Iteration 23Q: 3 clusters Score -8058086 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -8058183.000000 Penalty: 5435.716309
	Iteration 24Q: 3 clusters Score -8058183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -8058235.500000 Penalty: 5435.716309
	Iteration 25Q: 3 clusters Score -8058236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -8058319.000000 Penalty: 5435.716309
	Iteration 26Q: 3 clusters Score -8058319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -8058369.000000 Penalty: 5435.716309
	Iteration 27Q: 3 clusters Score -8058369 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -8058427.000000 Penalty: 5435.716309
	Iteration 28Q: 3 clusters Score -8058427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -8058432.500000 Penalty: 5435.716309
	Iteration 29Q: 3 clusters Score -8058432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -8058457.000000 Penalty: 5435.716309
	Iteration 30Q: 3 clusters Score -8058457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -8058479.500000 Penalty: 5435.716309
	Iteration 31Q: 3 clusters Score -8058480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56058 members 
Entering Unmasked Estep 
Score: -8058488.500000 Penalty: 5435.716309
	Iteration 32Q: 3 clusters Score -8058488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -8058504.000000 Penalty: 5435.716309
	Iteration 33Q: 3 clusters Score -8058504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -8058520.000000 Penalty: 5435.716309
	Iteration 34Q: 3 clusters Score -8058520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -8058533.000000 Penalty: 5435.716309
	Iteration 35Q: 3 clusters Score -8058533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -8058542.000000 Penalty: 5435.716309
	Iteration 36Q: 3 clusters Score -8058542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -8058544.000000 Penalty: 5435.716309
	Iteration 37Q: 3 clusters Score -8058544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -8058562.000000 Penalty: 5435.716309
	Iteration 38Q: 3 clusters Score -8058562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -8058562.500000 Penalty: 5435.716309
	Iteration 39Q: 3 clusters Score -8058562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -8058565.000000 Penalty: 5435.716309
	Iteration 40F: 3 clusters Score -8058565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -8058562.500000 Penalty: 5435.716309
	Iteration 41Q: 3 clusters Score -8058562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -8058569.500000 Penalty: 5435.716309
	Iteration 42Q: 3 clusters Score -8058570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -8058573.000000 Penalty: 5435.716309
	Iteration 43Q: 3 clusters Score -8058573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -8058580.000000 Penalty: 5435.716309
	Iteration 44Q: 3 clusters Score -8058580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -8058585.500000 Penalty: 5435.716309
	Iteration 45Q: 3 clusters Score -8058586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 56208 members 
Entering Unmasked Estep 
Score: -8058584.000000 Penalty: 5435.716309
	Iteration 46Q: 3 clusters Score -8058584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 56213 members 
Entering Unmasked Estep 
Score: -8058587.500000 Penalty: 5435.716309
	Iteration 47Q: 3 clusters Score -8058588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -8058587.000000 Penalty: 5435.716309
	Iteration 48Q: 3 clusters Score -8058587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -8058583.500000 Penalty: 5435.716309
	Iteration 49Q: 3 clusters Score -8058584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -8058587.000000 Penalty: 5435.716309
	Iteration 50Q: 3 clusters Score -8058587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -8058592.500000 Penalty: 5435.716309
	Iteration 51Q: 3 clusters Score -8058592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -8058595.000000 Penalty: 5435.716309
	Iteration 52Q: 3 clusters Score -8058595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 56232 members 
Entering Unmasked Estep 
Score: -8058585.000000 Penalty: 5435.716309
	Iteration 53Q: 3 clusters Score -8058585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -8058588.000000 Penalty: 5435.716309
	Iteration 54Q: 3 clusters Score -8058588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -8058600.000000 Penalty: 5435.716309
	Iteration 55Q: 3 clusters Score -8058600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -8058608.000000 Penalty: 5435.716309
	Iteration 56Q: 3 clusters Score -8058608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 56240 members 
Entering Unmasked Estep 
Score: -8058610.000000 Penalty: 5435.716309
	Iteration 57Q: 3 clusters Score -8058610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -8058610.500000 Penalty: 5435.716309
	Iteration 58Q: 3 clusters Score -8058610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -8058608.000000 Penalty: 5435.716309
	Iteration 59Q: 3 clusters Score -8058608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 56243 members 
Entering Unmasked Estep 
Score: -8058608.000000 Penalty: 5435.716309
	Iteration 60F: 3 clusters Score -8058608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Entering Unmasked Estep 
Score: -1542898.125000 Penalty: 2296.288086
	Iteration 0F: 2 clusters Score -1542898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1534915.625000 Penalty: 4592.576172
	Iteration 0F: 3 clusters Score -1534916 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1537236.500000 Penalty: 4592.576172
	Iteration 1F: 3 clusters Score -1537236 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1537545.250000 Penalty: 4592.576172
	Iteration 2F: 3 clusters Score -1537545 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1537810.375000 Penalty: 4592.576172
	Iteration 3F: 3 clusters Score -1537810 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1538087.375000 Penalty: 4592.576172
	Iteration 4F: 3 clusters Score -1538087 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1538376.125000 Penalty: 4592.576172
	Iteration 5Q: 3 clusters Score -1538376 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1538729.000000 Penalty: 4592.576172
	Iteration 6F: 3 clusters Score -1538729 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1539089.250000 Penalty: 4592.576172
	Iteration 7F: 3 clusters Score -1539089 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1539445.875000 Penalty: 4592.576172
	Iteration 8F: 3 clusters Score -1539446 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1539810.125000 Penalty: 4592.576172
	Iteration 9Q: 3 clusters Score -1539810 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1540172.375000 Penalty: 4592.576172
	Iteration 10Q: 3 clusters Score -1540172 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1540497.375000 Penalty: 4592.576172
	Iteration 11Q: 3 clusters Score -1540497 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1540768.000000 Penalty: 4592.576172
	Iteration 12Q: 3 clusters Score -1540768 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1540973.125000 Penalty: 4592.576172
	Iteration 13Q: 3 clusters Score -1540973 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1541119.375000 Penalty: 4592.576172
	Iteration 14Q: 3 clusters Score -1541119 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1541219.000000 Penalty: 4592.576172
	Iteration 15Q: 3 clusters Score -1541219 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1541278.000000 Penalty: 4592.576172
	Iteration 16Q: 3 clusters Score -1541278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1541319.250000 Penalty: 4592.576172
	Iteration 17Q: 3 clusters Score -1541319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1541348.625000 Penalty: 4592.576172
	Iteration 18Q: 3 clusters Score -1541349 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1541363.750000 Penalty: 4592.576172
	Iteration 19Q: 3 clusters Score -1541364 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1541381.125000 Penalty: 4592.576172
	Iteration 20F: 3 clusters Score -1541381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1541401.125000 Penalty: 4592.576172
	Iteration 21Q: 3 clusters Score -1541401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1541422.250000 Penalty: 4592.576172
	Iteration 22Q: 3 clusters Score -1541422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1541445.625000 Penalty: 4592.576172
	Iteration 23Q: 3 clusters Score -1541446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1541467.875000 Penalty: 4592.576172
	Iteration 24Q: 3 clusters Score -1541468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1541482.125000 Penalty: 4592.576172
	Iteration 25Q: 3 clusters Score -1541482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1541490.875000 Penalty: 4592.576172
	Iteration 26Q: 3 clusters Score -1541491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1541488.000000 Penalty: 4592.576172
	Iteration 27Q: 3 clusters Score -1541488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1541492.875000 Penalty: 4592.576172
	Iteration 28Q: 3 clusters Score -1541493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1541503.125000 Penalty: 4592.576172
	Iteration 29Q: 3 clusters Score -1541503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1541506.125000 Penalty: 4592.576172
	Iteration 30Q: 3 clusters Score -1541506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1541508.250000 Penalty: 4592.576172
	Iteration 31Q: 3 clusters Score -1541508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1541511.125000 Penalty: 4592.576172
	Iteration 32Q: 3 clusters Score -1541511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1541509.375000 Penalty: 4592.576172
	Iteration 33Q: 3 clusters Score -1541509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1541509.625000 Penalty: 4592.576172
	Iteration 34Q: 3 clusters Score -1541510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1541511.375000 Penalty: 4592.576172
	Iteration 35Q: 3 clusters Score -1541511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1541511.500000 Penalty: 4592.576172
	Iteration 36Q: 3 clusters Score -1541512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1541513.250000 Penalty: 4592.576172
	Iteration 37Q: 3 clusters Score -1541513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1541513.375000 Penalty: 4592.576172
	Iteration 38Q: 3 clusters Score -1541513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1541520.500000 Penalty: 4592.576172
	Iteration 39Q: 3 clusters Score -1541520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1541521.250000 Penalty: 4592.576172
	Iteration 40F: 3 clusters Score -1541521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1541519.625000 Penalty: 4592.576172
	Iteration 41Q: 3 clusters Score -1541520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1541518.500000 Penalty: 4592.576172
	Iteration 42Q: 3 clusters Score -1541518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1541522.125000 Penalty: 4592.576172
	Iteration 43Q: 3 clusters Score -1541522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1541521.750000 Penalty: 4592.576172
	Iteration 44Q: 3 clusters Score -1541522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1541524.875000 Penalty: 4592.576172
	Iteration 45Q: 3 clusters Score -1541525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1541525.500000 Penalty: 4592.576172
	Iteration 46Q: 3 clusters Score -1541526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1541526.625000 Penalty: 4592.576172
	Iteration 47Q: 3 clusters Score -1541527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1541528.250000 Penalty: 4592.576172
	Iteration 48Q: 3 clusters Score -1541528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1541529.625000 Penalty: 4592.576172
	Iteration 49Q: 3 clusters Score -1541530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1541530.500000 Penalty: 4592.576172
	Iteration 50Q: 3 clusters Score -1541530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1541529.875000 Penalty: 4592.576172
	Iteration 51Q: 3 clusters Score -1541530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1541530.125000 Penalty: 4592.576172
	Iteration 52Q: 3 clusters Score -1541530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1541528.875000 Penalty: 4592.576172
	Iteration 53Q: 3 clusters Score -1541529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1541530.750000 Penalty: 4592.576172
	Iteration 54Q: 3 clusters Score -1541531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1541530.750000 Penalty: 4592.576172
	Iteration 55F: 3 clusters Score -1541531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -841071.062500 Penalty: 2160.886719
	Iteration 0F: 2 clusters Score -841071.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -835915.750000 Penalty: 4321.773438
	Iteration 0F: 3 clusters Score -835915.8 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -837594.875000 Penalty: 4321.773438
	Iteration 1F: 3 clusters Score -837594.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -838109.062500 Penalty: 4321.773438
	Iteration 2F: 3 clusters Score -838109.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -838565.187500 Penalty: 4321.773438
	Iteration 3F: 3 clusters Score -838565.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -838983.625000 Penalty: 4321.773438
	Iteration 4F: 3 clusters Score -838983.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -839328.750000 Penalty: 4321.773438
	Iteration 5F: 3 clusters Score -839328.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -839549.875000 Penalty: 4321.773438
	Iteration 6Q: 3 clusters Score -839549.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -839714.312500 Penalty: 4321.773438
	Iteration 7Q: 3 clusters Score -839714.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -839837.812500 Penalty: 4321.773438
	Iteration 8Q: 3 clusters Score -839837.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -839975.125000 Penalty: 4321.773438
	Iteration 9Q: 3 clusters Score -839975.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -840078.437500 Penalty: 4321.773438
	Iteration 10Q: 3 clusters Score -840078.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -840149.937500 Penalty: 4321.773438
	Iteration 11Q: 3 clusters Score -840149.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -840189.750000 Penalty: 4321.773438
	Iteration 12Q: 3 clusters Score -840189.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -840217.000000 Penalty: 4321.773438
	Iteration 13Q: 3 clusters Score -840217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -840245.562500 Penalty: 4321.773438
	Iteration 14Q: 3 clusters Score -840245.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -840285.750000 Penalty: 4321.773438
	Iteration 15Q: 3 clusters Score -840285.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -840319.562500 Penalty: 4321.773438
	Iteration 16Q: 3 clusters Score -840319.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -840340.062500 Penalty: 4321.773438
	Iteration 17Q: 3 clusters Score -840340.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -840362.312500 Penalty: 4321.773438
	Iteration 18Q: 3 clusters Score -840362.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -840375.750000 Penalty: 4321.773438
	Iteration 19Q: 3 clusters Score -840375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -840388.000000 Penalty: 4321.773438
	Iteration 20F: 3 clusters Score -840388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -840400.562500 Penalty: 4321.773438
	Iteration 21Q: 3 clusters Score -840400.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -840420.250000 Penalty: 4321.773438
	Iteration 22Q: 3 clusters Score -840420.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -840431.625000 Penalty: 4321.773438
	Iteration 23Q: 3 clusters Score -840431.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -840444.125000 Penalty: 4321.773438
	Iteration 24Q: 3 clusters Score -840444.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -840456.750000 Penalty: 4321.773438
	Iteration 25Q: 3 clusters Score -840456.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -840470.562500 Penalty: 4321.773438
	Iteration 26Q: 3 clusters Score -840470.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -840482.062500 Penalty: 4321.773438
	Iteration 27Q: 3 clusters Score -840482.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -840488.875000 Penalty: 4321.773438
	Iteration 28Q: 3 clusters Score -840488.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -840495.875000 Penalty: 4321.773438
	Iteration 29Q: 3 clusters Score -840495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -840504.437500 Penalty: 4321.773438
	Iteration 30Q: 3 clusters Score -840504.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -840516.812500 Penalty: 4321.773438
	Iteration 31Q: 3 clusters Score -840516.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -840528.812500 Penalty: 4321.773438
	Iteration 32Q: 3 clusters Score -840528.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -840536.687500 Penalty: 4321.773438
	Iteration 33Q: 3 clusters Score -840536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -840543.625000 Penalty: 4321.773438
	Iteration 34Q: 3 clusters Score -840543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -840551.125000 Penalty: 4321.773438
	Iteration 35Q: 3 clusters Score -840551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -840556.812500 Penalty: 4321.773438
	Iteration 36Q: 3 clusters Score -840556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -840564.687500 Penalty: 4321.773438
	Iteration 37Q: 3 clusters Score -840564.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -840571.750000 Penalty: 4321.773438
	Iteration 38Q: 3 clusters Score -840571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -840576.500000 Penalty: 4321.773438
	Iteration 39Q: 3 clusters Score -840576.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -840577.812500 Penalty: 4321.773438
	Iteration 40F: 3 clusters Score -840577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -840584.062500 Penalty: 4321.773438
	Iteration 41Q: 3 clusters Score -840584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -840588.125000 Penalty: 4321.773438
	Iteration 42Q: 3 clusters Score -840588.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -840592.687500 Penalty: 4321.773438
	Iteration 43Q: 3 clusters Score -840592.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -840594.812500 Penalty: 4321.773438
	Iteration 44Q: 3 clusters Score -840594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -840597.312500 Penalty: 4321.773438
	Iteration 45Q: 3 clusters Score -840597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -840597.062500 Penalty: 4321.773438
	Iteration 46Q: 3 clusters Score -840597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -840595.437500 Penalty: 4321.773438
	Iteration 47Q: 3 clusters Score -840595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -840598.500000 Penalty: 4321.773438
	Iteration 48Q: 3 clusters Score -840598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -840600.937500 Penalty: 4321.773438
	Iteration 49Q: 3 clusters Score -840600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -840602.875000 Penalty: 4321.773438
	Iteration 50Q: 3 clusters Score -840602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -840602.125000 Penalty: 4321.773438
	Iteration 51Q: 3 clusters Score -840602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -840602.125000 Penalty: 4321.773438
	Iteration 52F: 3 clusters Score -840602.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -108522.062500 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -108522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106868.875000 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -106868.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107345.554688 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -107345.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -107612.812500 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -107612.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -107911.835938 Penalty: 3396.610596
	Iteration 3F: 3 clusters Score -107911.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108098.875000 Penalty: 3396.610596
	Iteration 4F: 3 clusters Score -108098.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108183.851562 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -108183.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108214.070312 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -108214.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -108285.664062 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -108285.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -108323.781250 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -108323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -108332.234375 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -108332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108336.250000 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -108336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108337.515625 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -108337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108339.703125 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -108339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -108340.953125 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -108341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -108340.953125 Penalty: 3396.610596
	Iteration 14F: 3 clusters Score -108341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -1255281.625000 Penalty: 2246.096191
	Iteration 0F: 2 clusters Score -1255282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1248556.625000 Penalty: 4492.192383
	Iteration 0F: 3 clusters Score -1248557 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1250541.625000 Penalty: 4492.192383
	Iteration 1F: 3 clusters Score -1250542 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1250943.625000 Penalty: 4492.192383
	Iteration 2F: 3 clusters Score -1250944 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1251281.625000 Penalty: 4492.192383
	Iteration 3F: 3 clusters Score -1251282 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1251656.750000 Penalty: 4492.192383
	Iteration 4F: 3 clusters Score -1251657 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1252082.625000 Penalty: 4492.192383
	Iteration 5F: 3 clusters Score -1252083 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1252510.875000 Penalty: 4492.192383
	Iteration 6F: 3 clusters Score -1252511 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1252932.000000 Penalty: 4492.192383
	Iteration 7F: 3 clusters Score -1252932 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1253238.500000 Penalty: 4492.192383
	Iteration 8F: 3 clusters Score -1253238 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1253434.000000 Penalty: 4492.192383
	Iteration 9Q: 3 clusters Score -1253434 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1253577.875000 Penalty: 4492.192383
	Iteration 10Q: 3 clusters Score -1253578 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1253675.500000 Penalty: 4492.192383
	Iteration 11Q: 3 clusters Score -1253676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1253759.500000 Penalty: 4492.192383
	Iteration 12Q: 3 clusters Score -1253760 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1253813.125000 Penalty: 4492.192383
	Iteration 13Q: 3 clusters Score -1253813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1253853.000000 Penalty: 4492.192383
	Iteration 14Q: 3 clusters Score -1253853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1253882.750000 Penalty: 4492.192383
	Iteration 15Q: 3 clusters Score -1253883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1253906.125000 Penalty: 4492.192383
	Iteration 16Q: 3 clusters Score -1253906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1253921.625000 Penalty: 4492.192383
	Iteration 17Q: 3 clusters Score -1253922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1253937.250000 Penalty: 4492.192383
	Iteration 18Q: 3 clusters Score -1253937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1253947.000000 Penalty: 4492.192383
	Iteration 19Q: 3 clusters Score -1253947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1253948.000000 Penalty: 4492.192383
	Iteration 20F: 3 clusters Score -1253948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1253959.750000 Penalty: 4492.192383
	Iteration 21Q: 3 clusters Score -1253960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1253970.750000 Penalty: 4492.192383
	Iteration 22Q: 3 clusters Score -1253971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1253983.125000 Penalty: 4492.192383
	Iteration 23Q: 3 clusters Score -1253983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1253988.375000 Penalty: 4492.192383
	Iteration 24Q: 3 clusters Score -1253988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1253996.625000 Penalty: 4492.192383
	Iteration 25Q: 3 clusters Score -1253997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1253999.125000 Penalty: 4492.192383
	Iteration 26Q: 3 clusters Score -1253999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1254000.750000 Penalty: 4492.192383
	Iteration 27Q: 3 clusters Score -1254001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1254003.000000 Penalty: 4492.192383
	Iteration 28Q: 3 clusters Score -1254003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1254008.000000 Penalty: 4492.192383
	Iteration 29Q: 3 clusters Score -1254008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1254006.625000 Penalty: 4492.192383
	Iteration 30Q: 3 clusters Score -1254007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1254006.875000 Penalty: 4492.192383
	Iteration 31Q: 3 clusters Score -1254007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1254008.000000 Penalty: 4492.192383
	Iteration 32Q: 3 clusters Score -1254008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1254007.250000 Penalty: 4492.192383
	Iteration 33Q: 3 clusters Score -1254007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1254007.500000 Penalty: 4492.192383
	Iteration 34Q: 3 clusters Score -1254008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1254006.625000 Penalty: 4492.192383
	Iteration 35Q: 3 clusters Score -1254007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1254006.625000 Penalty: 4492.192383
	Iteration 36F: 3 clusters Score -1254007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Entering Unmasked Estep 
Score: -1581781.625000 Penalty: 2298.802246
	Iteration 0F: 2 clusters Score -1581782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1573774.000000 Penalty: 4597.604492
	Iteration 0F: 3 clusters Score -1573774 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1576110.750000 Penalty: 4597.604492
	Iteration 1F: 3 clusters Score -1576111 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1576588.125000 Penalty: 4597.604492
	Iteration 2F: 3 clusters Score -1576588 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1577176.875000 Penalty: 4597.604492
	Iteration 3F: 3 clusters Score -1577177 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1577747.000000 Penalty: 4597.604492
	Iteration 4F: 3 clusters Score -1577747 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1578237.375000 Penalty: 4597.604492
	Iteration 5F: 3 clusters Score -1578237 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1578635.625000 Penalty: 4597.604492
	Iteration 6F: 3 clusters Score -1578636 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1578980.625000 Penalty: 4597.604492
	Iteration 7F: 3 clusters Score -1578981 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1579255.250000 Penalty: 4597.604492
	Iteration 8Q: 3 clusters Score -1579255 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1579497.250000 Penalty: 4597.604492
	Iteration 9Q: 3 clusters Score -1579497 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1579676.375000 Penalty: 4597.604492
	Iteration 10Q: 3 clusters Score -1579676 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1579825.875000 Penalty: 4597.604492
	Iteration 11Q: 3 clusters Score -1579826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1579942.250000 Penalty: 4597.604492
	Iteration 12Q: 3 clusters Score -1579942 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1580037.875000 Penalty: 4597.604492
	Iteration 13Q: 3 clusters Score -1580038 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1580124.375000 Penalty: 4597.604492
	Iteration 14Q: 3 clusters Score -1580124 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1580202.375000 Penalty: 4597.604492
	Iteration 15Q: 3 clusters Score -1580202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1580263.375000 Penalty: 4597.604492
	Iteration 16Q: 3 clusters Score -1580263 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1580309.000000 Penalty: 4597.604492
	Iteration 17Q: 3 clusters Score -1580309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1580350.625000 Penalty: 4597.604492
	Iteration 18Q: 3 clusters Score -1580351 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1580384.125000 Penalty: 4597.604492
	Iteration 19Q: 3 clusters Score -1580384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1580413.000000 Penalty: 4597.604492
	Iteration 20F: 3 clusters Score -1580413 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1580445.000000 Penalty: 4597.604492
	Iteration 21Q: 3 clusters Score -1580445 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1580478.000000 Penalty: 4597.604492
	Iteration 22Q: 3 clusters Score -1580478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1580513.250000 Penalty: 4597.604492
	Iteration 23Q: 3 clusters Score -1580513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1580550.000000 Penalty: 4597.604492
	Iteration 24Q: 3 clusters Score -1580550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1580578.500000 Penalty: 4597.604492
	Iteration 25Q: 3 clusters Score -1580578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1580612.750000 Penalty: 4597.604492
	Iteration 26Q: 3 clusters Score -1580613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1580646.625000 Penalty: 4597.604492
	Iteration 27Q: 3 clusters Score -1580647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1580671.250000 Penalty: 4597.604492
	Iteration 28Q: 3 clusters Score -1580671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1580695.750000 Penalty: 4597.604492
	Iteration 29Q: 3 clusters Score -1580696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1580713.500000 Penalty: 4597.604492
	Iteration 30Q: 3 clusters Score -1580714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1580740.375000 Penalty: 4597.604492
	Iteration 31Q: 3 clusters Score -1580740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1580758.875000 Penalty: 4597.604492
	Iteration 32Q: 3 clusters Score -1580759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1580786.250000 Penalty: 4597.604492
	Iteration 33Q: 3 clusters Score -1580786 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1580815.750000 Penalty: 4597.604492
	Iteration 34Q: 3 clusters Score -1580816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1580858.500000 Penalty: 4597.604492
	Iteration 35Q: 3 clusters Score -1580858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1580892.375000 Penalty: 4597.604492
	Iteration 36Q: 3 clusters Score -1580892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1580915.875000 Penalty: 4597.604492
	Iteration 37Q: 3 clusters Score -1580916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1580944.000000 Penalty: 4597.604492
	Iteration 38Q: 3 clusters Score -1580944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1580967.250000 Penalty: 4597.604492
	Iteration 39Q: 3 clusters Score -1580967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1580987.375000 Penalty: 4597.604492
	Iteration 40F: 3 clusters Score -1580987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1581006.000000 Penalty: 4597.604492
	Iteration 41Q: 3 clusters Score -1581006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1581016.000000 Penalty: 4597.604492
	Iteration 42Q: 3 clusters Score -1581016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1581025.250000 Penalty: 4597.604492
	Iteration 43Q: 3 clusters Score -1581025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1581028.875000 Penalty: 4597.604492
	Iteration 44Q: 3 clusters Score -1581029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1581030.125000 Penalty: 4597.604492
	Iteration 45Q: 3 clusters Score -1581030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1581030.500000 Penalty: 4597.604492
	Iteration 46Q: 3 clusters Score -1581030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1581030.500000 Penalty: 4597.604492
	Iteration 47F: 3 clusters Score -1581030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -850189.750000 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -850189.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -844740.437500 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -844740.4 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -846642.500000 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -846642.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -847502.187500 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -847502.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -848100.062500 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -848100.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -848553.187500 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -848553.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -848918.062500 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -848918.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -849212.437500 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -849212.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -849430.062500 Penalty: 4359.822266
	Iteration 7Q: 3 clusters Score -849430.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -849632.937500 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -849632.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -849772.250000 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -849772.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -849921.062500 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -849921.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -850065.875000 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -850065.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -850188.687500 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -850188.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -850279.937500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -850279.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -850345.000000 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -850345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -850387.250000 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -850387.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -850429.562500 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -850429.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -850475.187500 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -850475.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -850510.500000 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -850510.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -850532.687500 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -850532.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -850554.687500 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -850554.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -850572.812500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -850572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -850581.250000 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -850581.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -850589.250000 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -850589.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -850599.250000 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -850599.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -850610.625000 Penalty: 4359.822266
	Iteration 25Q: 3 clusters Score -850610.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -850620.937500 Penalty: 4359.822266
	Iteration 26Q: 3 clusters Score -850620.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -850630.625000 Penalty: 4359.822266
	Iteration 27Q: 3 clusters Score -850630.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -850644.000000 Penalty: 4359.822266
	Iteration 28Q: 3 clusters Score -850644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -850658.250000 Penalty: 4359.822266
	Iteration 29Q: 3 clusters Score -850658.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -850674.062500 Penalty: 4359.822266
	Iteration 30Q: 3 clusters Score -850674.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -850685.250000 Penalty: 4359.822266
	Iteration 31Q: 3 clusters Score -850685.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -850702.125000 Penalty: 4359.822266
	Iteration 32Q: 3 clusters Score -850702.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -850716.750000 Penalty: 4359.822266
	Iteration 33Q: 3 clusters Score -850716.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -850731.187500 Penalty: 4359.822266
	Iteration 34Q: 3 clusters Score -850731.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -850739.500000 Penalty: 4359.822266
	Iteration 35Q: 3 clusters Score -850739.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -850745.500000 Penalty: 4359.822266
	Iteration 36Q: 3 clusters Score -850745.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -850755.312500 Penalty: 4359.822266
	Iteration 37Q: 3 clusters Score -850755.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -850760.312500 Penalty: 4359.822266
	Iteration 38Q: 3 clusters Score -850760.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -850763.312500 Penalty: 4359.822266
	Iteration 39Q: 3 clusters Score -850763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -850765.312500 Penalty: 4359.822266
	Iteration 40F: 3 clusters Score -850765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -850767.375000 Penalty: 4359.822266
	Iteration 41Q: 3 clusters Score -850767.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -850769.562500 Penalty: 4359.822266
	Iteration 42Q: 3 clusters Score -850769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -850768.562500 Penalty: 4359.822266
	Iteration 43Q: 3 clusters Score -850768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -850771.312500 Penalty: 4359.822266
	Iteration 44Q: 3 clusters Score -850771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -850773.875000 Penalty: 4359.822266
	Iteration 45Q: 3 clusters Score -850773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -850773.875000 Penalty: 4359.822266
	Iteration 46F: 3 clusters Score -850773.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 29881 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 4389 members 
Entering Unmasked Estep 
Score: -115049136.000000 Penalty: 161847.281250
Splitting cluster 21 changes total score from -115049600.000000 to -115049136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Entering Unmasked Estep 
Score: -1274153.250000 Penalty: 2245.517334
	Iteration 0F: 2 clusters Score -1274153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1267444.625000 Penalty: 4491.034668
	Iteration 0F: 3 clusters Score -1267445 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1269399.875000 Penalty: 4491.034668
	Iteration 1F: 3 clusters Score -1269400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1269772.000000 Penalty: 4491.034668
	Iteration 2F: 3 clusters Score -1269772 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1270059.750000 Penalty: 4491.034668
	Iteration 3F: 3 clusters Score -1270060 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1270291.000000 Penalty: 4491.034668
	Iteration 4F: 3 clusters Score -1270291 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1270497.625000 Penalty: 4491.034668
	Iteration 5Q: 3 clusters Score -1270498 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1270704.250000 Penalty: 4491.034668
	Iteration 6Q: 3 clusters Score -1270704 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1270933.125000 Penalty: 4491.034668
	Iteration 7Q: 3 clusters Score -1270933 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1271200.125000 Penalty: 4491.034668
	Iteration 8Q: 3 clusters Score -1271200 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1271483.875000 Penalty: 4491.034668
	Iteration 9Q: 3 clusters Score -1271484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1271701.625000 Penalty: 4491.034668
	Iteration 10Q: 3 clusters Score -1271702 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1271891.250000 Penalty: 4491.034668
	Iteration 11Q: 3 clusters Score -1271891 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1272041.000000 Penalty: 4491.034668
	Iteration 12Q: 3 clusters Score -1272041 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1272200.375000 Penalty: 4491.034668
	Iteration 13Q: 3 clusters Score -1272200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1272378.125000 Penalty: 4491.034668
	Iteration 14Q: 3 clusters Score -1272378 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1272505.250000 Penalty: 4491.034668
	Iteration 15Q: 3 clusters Score -1272505 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1272574.125000 Penalty: 4491.034668
	Iteration 16Q: 3 clusters Score -1272574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1272636.250000 Penalty: 4491.034668
	Iteration 17Q: 3 clusters Score -1272636 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1272700.625000 Penalty: 4491.034668
	Iteration 18Q: 3 clusters Score -1272701 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1272744.000000 Penalty: 4491.034668
	Iteration 19Q: 3 clusters Score -1272744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1272775.500000 Penalty: 4491.034668
	Iteration 20F: 3 clusters Score -1272776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1272795.375000 Penalty: 4491.034668
	Iteration 21Q: 3 clusters Score -1272795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1272809.375000 Penalty: 4491.034668
	Iteration 22Q: 3 clusters Score -1272809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1272812.875000 Penalty: 4491.034668
	Iteration 23Q: 3 clusters Score -1272813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1272824.875000 Penalty: 4491.034668
	Iteration 24Q: 3 clusters Score -1272825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1272831.625000 Penalty: 4491.034668
	Iteration 25Q: 3 clusters Score -1272832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1272837.125000 Penalty: 4491.034668
	Iteration 26Q: 3 clusters Score -1272837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1272841.000000 Penalty: 4491.034668
	Iteration 27Q: 3 clusters Score -1272841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1272845.875000 Penalty: 4491.034668
	Iteration 28Q: 3 clusters Score -1272846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1272844.000000 Penalty: 4491.034668
	Iteration 29Q: 3 clusters Score -1272844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 4491.034668
	Iteration 30Q: 3 clusters Score -1272843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1272843.250000 Penalty: 4491.034668
	Iteration 31F: 3 clusters Score -1272843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -435419.062500 Penalty: 1990.975952
	Iteration 0F: 2 clusters Score -435419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -432044.093750 Penalty: 3981.951904
	Iteration 0F: 3 clusters Score -432044.1 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -432795.500000 Penalty: 3981.951904
	Iteration 1F: 3 clusters Score -432795.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -432987.406250 Penalty: 3981.951904
	Iteration 2F: 3 clusters Score -432987.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -433128.250000 Penalty: 3981.951904
	Iteration 3F: 3 clusters Score -433128.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -433231.656250 Penalty: 3981.951904
	Iteration 4Q: 3 clusters Score -433231.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -433339.000000 Penalty: 3981.951904
	Iteration 5Q: 3 clusters Score -433339 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -433444.781250 Penalty: 3981.951904
	Iteration 6Q: 3 clusters Score -433444.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -433539.437500 Penalty: 3981.951904
	Iteration 7Q: 3 clusters Score -433539.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -433629.937500 Penalty: 3981.951904
	Iteration 8Q: 3 clusters Score -433629.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -433715.531250 Penalty: 3981.951904
	Iteration 9Q: 3 clusters Score -433715.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -433808.531250 Penalty: 3981.951904
	Iteration 10Q: 3 clusters Score -433808.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -433918.375000 Penalty: 3981.951904
	Iteration 11Q: 3 clusters Score -433918.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -434005.906250 Penalty: 3981.951904
	Iteration 12Q: 3 clusters Score -434005.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -434121.312500 Penalty: 3981.951904
	Iteration 13Q: 3 clusters Score -434121.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -434221.781250 Penalty: 3981.951904
	Iteration 14Q: 3 clusters Score -434221.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -434361.593750 Penalty: 3981.951904
	Iteration 15Q: 3 clusters Score -434361.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -434557.500000 Penalty: 3981.951904
	Iteration 16Q: 3 clusters Score -434557.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -434674.875000 Penalty: 3981.951904
	Iteration 17Q: 3 clusters Score -434674.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -434751.375000 Penalty: 3981.951904
	Iteration 18Q: 3 clusters Score -434751.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -434793.343750 Penalty: 3981.951904
	Iteration 19Q: 3 clusters Score -434793.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -434809.562500 Penalty: 3981.951904
	Iteration 20F: 3 clusters Score -434809.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -434816.437500 Penalty: 3981.951904
	Iteration 21Q: 3 clusters Score -434816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -434819.906250 Penalty: 3981.951904
	Iteration 22Q: 3 clusters Score -434819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -434821.281250 Penalty: 3981.951904
	Iteration 23Q: 3 clusters Score -434821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -434823.906250 Penalty: 3981.951904
	Iteration 24Q: 3 clusters Score -434823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -434825.218750 Penalty: 3981.951904
	Iteration 25Q: 3 clusters Score -434825.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -434825.406250 Penalty: 3981.951904
	Iteration 26Q: 3 clusters Score -434825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -434827.593750 Penalty: 3981.951904
	Iteration 27Q: 3 clusters Score -434827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -434828.531250 Penalty: 3981.951904
	Iteration 28Q: 3 clusters Score -434828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -434832.812500 Penalty: 3981.951904
	Iteration 29Q: 3 clusters Score -434832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -434835.906250 Penalty: 3981.951904
	Iteration 30Q: 3 clusters Score -434835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -434837.375000 Penalty: 3981.951904
	Iteration 31Q: 3 clusters Score -434837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434837.562500 Penalty: 3981.951904
	Iteration 32Q: 3 clusters Score -434837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -434837.562500 Penalty: 3981.951904
	Iteration 33F: 3 clusters Score -434837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Entering Unmasked Estep 
Score: -2846192.750000 Penalty: 2446.676270
	Iteration 0F: 2 clusters Score -2846193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2832551.750000 Penalty: 4893.352539
	Iteration 0F: 3 clusters Score -2832552 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2837193.250000 Penalty: 4893.352539
	Iteration 1F: 3 clusters Score -2837193 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2837785.750000 Penalty: 4893.352539
	Iteration 2F: 3 clusters Score -2837786 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2838448.750000 Penalty: 4893.352539
	Iteration 3F: 3 clusters Score -2838449 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2839218.500000 Penalty: 4893.352539
	Iteration 4F: 3 clusters Score -2839218 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2840075.000000 Penalty: 4893.352539
	Iteration 5F: 3 clusters Score -2840075 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2840844.750000 Penalty: 4893.352539
	Iteration 6F: 3 clusters Score -2840845 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2841539.500000 Penalty: 4893.352539
	Iteration 7F: 3 clusters Score -2841540 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -2842105.250000 Penalty: 4893.352539
	Iteration 8Q: 3 clusters Score -2842105 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2842576.500000 Penalty: 4893.352539
	Iteration 9Q: 3 clusters Score -2842576 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2843005.000000 Penalty: 4893.352539
	Iteration 10Q: 3 clusters Score -2843005 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2843438.750000 Penalty: 4893.352539
	Iteration 11Q: 3 clusters Score -2843439 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2843829.500000 Penalty: 4893.352539
	Iteration 12Q: 3 clusters Score -2843830 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2844141.500000 Penalty: 4893.352539
	Iteration 13Q: 3 clusters Score -2844142 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2844362.250000 Penalty: 4893.352539
	Iteration 14Q: 3 clusters Score -2844362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2844478.250000 Penalty: 4893.352539
	Iteration 15Q: 3 clusters Score -2844478 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2844560.500000 Penalty: 4893.352539
	Iteration 16Q: 3 clusters Score -2844560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2844635.500000 Penalty: 4893.352539
	Iteration 17Q: 3 clusters Score -2844636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2844690.750000 Penalty: 4893.352539
	Iteration 18Q: 3 clusters Score -2844691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2844758.500000 Penalty: 4893.352539
	Iteration 19Q: 3 clusters Score -2844758 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2844813.500000 Penalty: 4893.352539
	Iteration 20F: 3 clusters Score -2844814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2844878.500000 Penalty: 4893.352539
	Iteration 21Q: 3 clusters Score -2844878 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2844930.000000 Penalty: 4893.352539
	Iteration 22Q: 3 clusters Score -2844930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2844967.500000 Penalty: 4893.352539
	Iteration 23Q: 3 clusters Score -2844968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2844994.000000 Penalty: 4893.352539
	Iteration 24Q: 3 clusters Score -2844994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2845000.500000 Penalty: 4893.352539
	Iteration 25Q: 3 clusters Score -2845000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2845010.750000 Penalty: 4893.352539
	Iteration 26Q: 3 clusters Score -2845011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2845023.750000 Penalty: 4893.352539
	Iteration 27Q: 3 clusters Score -2845024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2845031.750000 Penalty: 4893.352539
	Iteration 28Q: 3 clusters Score -2845032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2845026.000000 Penalty: 4893.352539
	Iteration 29Q: 3 clusters Score -2845026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2845028.250000 Penalty: 4893.352539
	Iteration 30Q: 3 clusters Score -2845028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2845027.000000 Penalty: 4893.352539
	Iteration 31Q: 3 clusters Score -2845027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2845025.500000 Penalty: 4893.352539
	Iteration 32Q: 3 clusters Score -2845026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2845027.500000 Penalty: 4893.352539
	Iteration 33Q: 3 clusters Score -2845028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2845027.250000 Penalty: 4893.352539
	Iteration 34Q: 3 clusters Score -2845027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2845030.000000 Penalty: 4893.352539
	Iteration 35Q: 3 clusters Score -2845030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2845028.000000 Penalty: 4893.352539
	Iteration 36Q: 3 clusters Score -2845028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2845031.500000 Penalty: 4893.352539
	Iteration 37Q: 3 clusters Score -2845032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2845027.500000 Penalty: 4893.352539
	Iteration 38Q: 3 clusters Score -2845028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2845029.750000 Penalty: 4893.352539
	Iteration 39Q: 3 clusters Score -2845030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2845029.750000 Penalty: 4893.352539
	Iteration 40F: 3 clusters Score -2845030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Entering Unmasked Estep 
Score: -578612.750000 Penalty: 2064.315186
	Iteration 0F: 2 clusters Score -578612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -574631.562500 Penalty: 4128.630371
	Iteration 0F: 3 clusters Score -574631.6 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -575577.500000 Penalty: 4128.630371
	Iteration 1F: 3 clusters Score -575577.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -575828.125000 Penalty: 4128.630371
	Iteration 2F: 3 clusters Score -575828.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -576043.750000 Penalty: 4128.630371
	Iteration 3F: 3 clusters Score -576043.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -576256.937500 Penalty: 4128.630371
	Iteration 4F: 3 clusters Score -576256.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -576475.125000 Penalty: 4128.630371
	Iteration 5F: 3 clusters Score -576475.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -576694.000000 Penalty: 4128.630371
	Iteration 6Q: 3 clusters Score -576694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -576912.812500 Penalty: 4128.630371
	Iteration 7F: 3 clusters Score -576912.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -577099.750000 Penalty: 4128.630371
	Iteration 8Q: 3 clusters Score -577099.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -577293.625000 Penalty: 4128.630371
	Iteration 9Q: 3 clusters Score -577293.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -577467.750000 Penalty: 4128.630371
	Iteration 10Q: 3 clusters Score -577467.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -577617.687500 Penalty: 4128.630371
	Iteration 11Q: 3 clusters Score -577617.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -577763.937500 Penalty: 4128.630371
	Iteration 12Q: 3 clusters Score -577763.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -577898.687500 Penalty: 4128.630371
	Iteration 13Q: 3 clusters Score -577898.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -577988.937500 Penalty: 4128.630371
	Iteration 14Q: 3 clusters Score -577988.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -578041.750000 Penalty: 4128.630371
	Iteration 15Q: 3 clusters Score -578041.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -578083.375000 Penalty: 4128.630371
	Iteration 16Q: 3 clusters Score -578083.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -578094.625000 Penalty: 4128.630371
	Iteration 17Q: 3 clusters Score -578094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -578106.687500 Penalty: 4128.630371
	Iteration 18Q: 3 clusters Score -578106.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -578116.062500 Penalty: 4128.630371
	Iteration 19Q: 3 clusters Score -578116.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -578127.312500 Penalty: 4128.630371
	Iteration 20F: 3 clusters Score -578127.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -578130.750000 Penalty: 4128.630371
	Iteration 21Q: 3 clusters Score -578130.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -578133.562500 Penalty: 4128.630371
	Iteration 22Q: 3 clusters Score -578133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -578135.062500 Penalty: 4128.630371
	Iteration 23Q: 3 clusters Score -578135.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -578136.000000 Penalty: 4128.630371
	Iteration 24Q: 3 clusters Score -578136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -578136.500000 Penalty: 4128.630371
	Iteration 25Q: 3 clusters Score -578136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -578137.312500 Penalty: 4128.630371
	Iteration 26Q: 3 clusters Score -578137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -578137.312500 Penalty: 4128.630371
	Iteration 27F: 3 clusters Score -578137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1212523.625000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1212524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1206083.750000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1206084 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1207897.125000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1207897 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1208224.875000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1208225 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1208450.375000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1208450 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1208656.000000 Penalty: 4466.010742
	Iteration 4Q: 3 clusters Score -1208656 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1208850.000000 Penalty: 4466.010742
	Iteration 5Q: 3 clusters Score -1208850 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1209050.875000 Penalty: 4466.010742
	Iteration 6Q: 3 clusters Score -1209051 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1209226.875000 Penalty: 4466.010742
	Iteration 7Q: 3 clusters Score -1209227 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1209388.000000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1209388 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1209552.625000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1209553 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1209708.750000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1209709 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1209866.875000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1209867 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1210019.250000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1210019 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1210151.875000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1210152 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1210266.250000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1210266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1210352.875000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1210353 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1210413.750000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1210414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1210469.750000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1210470 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1210527.250000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1210527 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1210580.250000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1210580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1210628.500000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1210628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1210666.625000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1210667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1210695.375000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1210695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1210723.375000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1210723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1210747.000000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1210747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1210768.875000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1210769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1210795.375000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1210795 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1210814.000000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1210814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1210836.250000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1210836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1210855.625000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1210856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1210870.125000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1210870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1210883.375000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1210883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1210892.500000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1210892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1210901.250000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1210901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1210903.000000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1210903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1210910.125000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1210910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1210915.125000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1210915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1210922.000000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1210922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1210927.500000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1210928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1210929.375000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1210929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1210934.125000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1210934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1210935.125000 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -1210935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1210935.875000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -1210936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1210939.375000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -1210939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1210944.000000 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -1210944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1210949.875000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -1210950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1210951.000000 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -1210951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1210950.875000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -1210951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1210952.750000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -1210953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1210952.000000 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -1210952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1210951.000000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -1210951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1210951.000000 Penalty: 4466.010742
	Iteration 51F: 3 clusters Score -1210951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Entering Unmasked Estep 
Score: -342907.125000 Penalty: 1936.766235
	Iteration 0F: 2 clusters Score -342907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -340002.687500 Penalty: 3873.532471
	Iteration 0F: 3 clusters Score -340002.7 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -340770.125000 Penalty: 3873.532471
	Iteration 1F: 3 clusters Score -340770.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -341145.718750 Penalty: 3873.532471
	Iteration 2F: 3 clusters Score -341145.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -341511.062500 Penalty: 3873.532471
	Iteration 3F: 3 clusters Score -341511.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -341909.218750 Penalty: 3873.532471
	Iteration 4F: 3 clusters Score -341909.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -342232.093750 Penalty: 3873.532471
	Iteration 5F: 3 clusters Score -342232.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -342486.875000 Penalty: 3873.532471
	Iteration 6F: 3 clusters Score -342486.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -342667.125000 Penalty: 3873.532471
	Iteration 7Q: 3 clusters Score -342667.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -342791.625000 Penalty: 3873.532471
	Iteration 8Q: 3 clusters Score -342791.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -342850.906250 Penalty: 3873.532471
	Iteration 9Q: 3 clusters Score -342850.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -342887.500000 Penalty: 3873.532471
	Iteration 10Q: 3 clusters Score -342887.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -342905.750000 Penalty: 3873.532471
	Iteration 11Q: 3 clusters Score -342905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -342917.875000 Penalty: 3873.532471
	Iteration 12Q: 3 clusters Score -342917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -342925.593750 Penalty: 3873.532471
	Iteration 13Q: 3 clusters Score -342925.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -342932.656250 Penalty: 3873.532471
	Iteration 14Q: 3 clusters Score -342932.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -342939.468750 Penalty: 3873.532471
	Iteration 15Q: 3 clusters Score -342939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -342943.187500 Penalty: 3873.532471
	Iteration 16Q: 3 clusters Score -342943.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -342947.250000 Penalty: 3873.532471
	Iteration 17Q: 3 clusters Score -342947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -342951.750000 Penalty: 3873.532471
	Iteration 18Q: 3 clusters Score -342951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -342953.250000 Penalty: 3873.532471
	Iteration 19Q: 3 clusters Score -342953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -342954.906250 Penalty: 3873.532471
	Iteration 20F: 3 clusters Score -342954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -342957.375000 Penalty: 3873.532471
	Iteration 21Q: 3 clusters Score -342957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -342957.250000 Penalty: 3873.532471
	Iteration 22Q: 3 clusters Score -342957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -342957.250000 Penalty: 3873.532471
	Iteration 23F: 3 clusters Score -342957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1351 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 29881 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 1113 members 
Entering Unmasked Estep 
Score: -115048776.000000 Penalty: 161847.281250
Splitting cluster 27 changes total score from -115049600.000000 to -115048776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (7353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Entering Unmasked Estep 
Score: -1004480.187500 Penalty: 2207.910156
	Iteration 0F: 2 clusters Score -1004480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -998568.500000 Penalty: 4415.820312
	Iteration 0F: 3 clusters Score -998568.5 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1000394.062500 Penalty: 4415.820312
	Iteration 1F: 3 clusters Score -1000394 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1000781.500000 Penalty: 4415.820312
	Iteration 2F: 3 clusters Score -1000782 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1001039.562500 Penalty: 4415.820312
	Iteration 3F: 3 clusters Score -1001040 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1001239.062500 Penalty: 4415.820312
	Iteration 4Q: 3 clusters Score -1001239 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1001399.687500 Penalty: 4415.820312
	Iteration 5Q: 3 clusters Score -1001400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1001548.062500 Penalty: 4415.820312
	Iteration 6Q: 3 clusters Score -1001548 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1001675.312500 Penalty: 4415.820312
	Iteration 7Q: 3 clusters Score -1001675 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1001791.937500 Penalty: 4415.820312
	Iteration 8Q: 3 clusters Score -1001792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1001887.562500 Penalty: 4415.820312
	Iteration 9Q: 3 clusters Score -1001888 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1001989.375000 Penalty: 4415.820312
	Iteration 10Q: 3 clusters Score -1001989 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1002078.500000 Penalty: 4415.820312
	Iteration 11Q: 3 clusters Score -1002078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1002146.000000 Penalty: 4415.820312
	Iteration 12Q: 3 clusters Score -1002146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1002210.500000 Penalty: 4415.820312
	Iteration 13Q: 3 clusters Score -1002210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1002265.625000 Penalty: 4415.820312
	Iteration 14Q: 3 clusters Score -1002266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1002301.312500 Penalty: 4415.820312
	Iteration 15Q: 3 clusters Score -1002301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1002326.750000 Penalty: 4415.820312
	Iteration 16Q: 3 clusters Score -1002327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1002349.625000 Penalty: 4415.820312
	Iteration 17Q: 3 clusters Score -1002350 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1002375.750000 Penalty: 4415.820312
	Iteration 18Q: 3 clusters Score -1002376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1002400.812500 Penalty: 4415.820312
	Iteration 19Q: 3 clusters Score -1002401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1002424.750000 Penalty: 4415.820312
	Iteration 20F: 3 clusters Score -1002425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1002443.812500 Penalty: 4415.820312
	Iteration 21Q: 3 clusters Score -1002444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1002462.312500 Penalty: 4415.820312
	Iteration 22Q: 3 clusters Score -1002462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1002479.750000 Penalty: 4415.820312
	Iteration 23Q: 3 clusters Score -1002480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1002493.312500 Penalty: 4415.820312
	Iteration 24Q: 3 clusters Score -1002493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1002504.312500 Penalty: 4415.820312
	Iteration 25Q: 3 clusters Score -1002504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1002510.125000 Penalty: 4415.820312
	Iteration 26Q: 3 clusters Score -1002510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1002519.312500 Penalty: 4415.820312
	Iteration 27Q: 3 clusters Score -1002519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1002521.500000 Penalty: 4415.820312
	Iteration 28Q: 3 clusters Score -1002522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1002522.687500 Penalty: 4415.820312
	Iteration 29Q: 3 clusters Score -1002523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1002525.875000 Penalty: 4415.820312
	Iteration 30Q: 3 clusters Score -1002526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1002527.187500 Penalty: 4415.820312
	Iteration 31Q: 3 clusters Score -1002527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1002530.312500 Penalty: 4415.820312
	Iteration 32Q: 3 clusters Score -1002530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1002531.500000 Penalty: 4415.820312
	Iteration 33Q: 3 clusters Score -1002532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1002532.875000 Penalty: 4415.820312
	Iteration 34Q: 3 clusters Score -1002533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1002536.187500 Penalty: 4415.820312
	Iteration 35Q: 3 clusters Score -1002536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1002535.437500 Penalty: 4415.820312
	Iteration 36Q: 3 clusters Score -1002535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1002538.062500 Penalty: 4415.820312
	Iteration 37Q: 3 clusters Score -1002538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1002538.437500 Penalty: 4415.820312
	Iteration 38Q: 3 clusters Score -1002538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1002537.312500 Penalty: 4415.820312
	Iteration 39Q: 3 clusters Score -1002537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1002537.687500 Penalty: 4415.820312
	Iteration 40F: 3 clusters Score -1002538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1002538.875000 Penalty: 4415.820312
	Iteration 41Q: 3 clusters Score -1002539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1002539.312500 Penalty: 4415.820312
	Iteration 42Q: 3 clusters Score -1002539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1002539.750000 Penalty: 4415.820312
	Iteration 43Q: 3 clusters Score -1002540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1002542.500000 Penalty: 4415.820312
	Iteration 44Q: 3 clusters Score -1002542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1002544.750000 Penalty: 4415.820312
	Iteration 45Q: 3 clusters Score -1002545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1002545.187500 Penalty: 4415.820312
	Iteration 46Q: 3 clusters Score -1002545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1002547.437500 Penalty: 4415.820312
	Iteration 47Q: 3 clusters Score -1002547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1002548.625000 Penalty: 4415.820312
	Iteration 48Q: 3 clusters Score -1002549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1002548.062500 Penalty: 4415.820312
	Iteration 49Q: 3 clusters Score -1002548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1002548.437500 Penalty: 4415.820312
	Iteration 50Q: 3 clusters Score -1002548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1002548.437500 Penalty: 4415.820312
	Iteration 51F: 3 clusters Score -1002548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (28604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Entering Unmasked Estep 
Score: -4314627.000000 Penalty: 2544.802979
	Iteration 0F: 2 clusters Score -4314627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4295130.500000 Penalty: 5089.605957
	Iteration 0F: 3 clusters Score -4295130 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -4301844.000000 Penalty: 5089.605957
	Iteration 1F: 3 clusters Score -4301844 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4302310.000000 Penalty: 5089.605957
	Iteration 2Q: 3 clusters Score -4302310 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -4302741.000000 Penalty: 5089.605957
	Iteration 3Q: 3 clusters Score -4302741 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4303168.000000 Penalty: 5089.605957
	Iteration 4Q: 3 clusters Score -4303168 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4303690.000000 Penalty: 5089.605957
	Iteration 5Q: 3 clusters Score -4303690 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -4304305.500000 Penalty: 5089.605957
	Iteration 6Q: 3 clusters Score -4304306 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4305022.000000 Penalty: 5089.605957
	Iteration 7Q: 3 clusters Score -4305022 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4305879.000000 Penalty: 5089.605957
	Iteration 8Q: 3 clusters Score -4305879 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4306898.500000 Penalty: 5089.605957
	Iteration 9F: 3 clusters Score -4306898 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4307919.000000 Penalty: 5089.605957
	Iteration 10F: 3 clusters Score -4307919 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4308824.500000 Penalty: 5089.605957
	Iteration 11Q: 3 clusters Score -4308824 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4309688.000000 Penalty: 5089.605957
	Iteration 12Q: 3 clusters Score -4309688 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -4310414.500000 Penalty: 5089.605957
	Iteration 13Q: 3 clusters Score -4310414 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4310999.000000 Penalty: 5089.605957
	Iteration 14Q: 3 clusters Score -4310999 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -4311408.000000 Penalty: 5089.605957
	Iteration 15Q: 3 clusters Score -4311408 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4311709.000000 Penalty: 5089.605957
	Iteration 16Q: 3 clusters Score -4311709 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4311908.500000 Penalty: 5089.605957
	Iteration 17Q: 3 clusters Score -4311908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4312039.000000 Penalty: 5089.605957
	Iteration 18Q: 3 clusters Score -4312039 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4312132.500000 Penalty: 5089.605957
	Iteration 19Q: 3 clusters Score -4312132 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4312208.000000 Penalty: 5089.605957
	Iteration 20F: 3 clusters Score -4312208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4312250.000000 Penalty: 5089.605957
	Iteration 21Q: 3 clusters Score -4312250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -4312298.500000 Penalty: 5089.605957
	Iteration 22Q: 3 clusters Score -4312298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -4312346.000000 Penalty: 5089.605957
	Iteration 23Q: 3 clusters Score -4312346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4312376.000000 Penalty: 5089.605957
	Iteration 24Q: 3 clusters Score -4312376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4312399.000000 Penalty: 5089.605957
	Iteration 25Q: 3 clusters Score -4312399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -4312415.000000 Penalty: 5089.605957
	Iteration 26Q: 3 clusters Score -4312415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -4312434.500000 Penalty: 5089.605957
	Iteration 27Q: 3 clusters Score -4312434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4312443.500000 Penalty: 5089.605957
	Iteration 28Q: 3 clusters Score -4312444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4312449.500000 Penalty: 5089.605957
	Iteration 29Q: 3 clusters Score -4312450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4312460.000000 Penalty: 5089.605957
	Iteration 30Q: 3 clusters Score -4312460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4312463.000000 Penalty: 5089.605957
	Iteration 31Q: 3 clusters Score -4312463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -4312466.500000 Penalty: 5089.605957
	Iteration 32Q: 3 clusters Score -4312466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4312467.000000 Penalty: 5089.605957
	Iteration 33Q: 3 clusters Score -4312467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4312474.000000 Penalty: 5089.605957
	Iteration 34Q: 3 clusters Score -4312474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4312480.500000 Penalty: 5089.605957
	Iteration 35Q: 3 clusters Score -4312480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4312481.500000 Penalty: 5089.605957
	Iteration 36Q: 3 clusters Score -4312482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4312484.500000 Penalty: 5089.605957
	Iteration 37Q: 3 clusters Score -4312484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4312486.000000 Penalty: 5089.605957
	Iteration 38Q: 3 clusters Score -4312486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4312488.000000 Penalty: 5089.605957
	Iteration 39Q: 3 clusters Score -4312488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4312491.000000 Penalty: 5089.605957
	Iteration 40F: 3 clusters Score -4312491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -4312492.500000 Penalty: 5089.605957
	Iteration 41Q: 3 clusters Score -4312492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -4312494.000000 Penalty: 5089.605957
	Iteration 42Q: 3 clusters Score -4312494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -4312492.500000 Penalty: 5089.605957
	Iteration 43Q: 3 clusters Score -4312492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4312496.000000 Penalty: 5089.605957
	Iteration 44Q: 3 clusters Score -4312496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4312497.000000 Penalty: 5089.605957
	Iteration 45Q: 3 clusters Score -4312497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4312496.000000 Penalty: 5089.605957
	Iteration 46Q: 3 clusters Score -4312496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4312502.500000 Penalty: 5089.605957
	Iteration 47Q: 3 clusters Score -4312502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4312504.000000 Penalty: 5089.605957
	Iteration 48Q: 3 clusters Score -4312504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4312512.000000 Penalty: 5089.605957
	Iteration 49Q: 3 clusters Score -4312512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4312509.000000 Penalty: 5089.605957
	Iteration 50Q: 3 clusters Score -4312509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -4312512.500000 Penalty: 5089.605957
	Iteration 51Q: 3 clusters Score -4312512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4312512.500000 Penalty: 5089.605957
	Iteration 52Q: 3 clusters Score -4312512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -4312512.500000 Penalty: 5089.605957
	Iteration 53F: 3 clusters Score -4312512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (29881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Entering Unmasked Estep 
Score: -4386265.500000 Penalty: 2555.634521
	Iteration 0F: 2 clusters Score -4386266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4365753.500000 Penalty: 5111.269043
	Iteration 0F: 3 clusters Score -4365754 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -4373315.500000 Penalty: 5111.269043
	Iteration 1F: 3 clusters Score -4373316 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4373859.500000 Penalty: 5111.269043
	Iteration 2Q: 3 clusters Score -4373860 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4374454.500000 Penalty: 5111.269043
	Iteration 3Q: 3 clusters Score -4374454 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4375170.000000 Penalty: 5111.269043
	Iteration 4Q: 3 clusters Score -4375170 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4376217.000000 Penalty: 5111.269043
	Iteration 5F: 3 clusters Score -4376217 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -4377618.000000 Penalty: 5111.269043
	Iteration 6F: 3 clusters Score -4377618 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4379088.000000 Penalty: 5111.269043
	Iteration 7F: 3 clusters Score -4379088 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4380335.500000 Penalty: 5111.269043
	Iteration 8F: 3 clusters Score -4380336 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4381197.000000 Penalty: 5111.269043
	Iteration 9F: 3 clusters Score -4381197 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4381823.500000 Penalty: 5111.269043
	Iteration 10Q: 3 clusters Score -4381824 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -4382469.000000 Penalty: 5111.269043
	Iteration 11Q: 3 clusters Score -4382469 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4383181.000000 Penalty: 5111.269043
	Iteration 12Q: 3 clusters Score -4383181 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -4384040.500000 Penalty: 5111.269043
	Iteration 13Q: 3 clusters Score -4384040 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4385178.500000 Penalty: 5111.269043
	Iteration 14Q: 3 clusters Score -4385178 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4386416.500000 Penalty: 5111.269043
	Iteration 15Q: 3 clusters Score -4386416 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4387349.000000 Penalty: 5111.269043
	Iteration 16Q: 3 clusters Score -4387349 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4387687.000000 Penalty: 5111.269043
	Iteration 17Q: 3 clusters Score -4387687 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4387847.500000 Penalty: 5111.269043
	Iteration 18Q: 3 clusters Score -4387848 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -4387966.500000 Penalty: 5111.269043
	Iteration 19Q: 3 clusters Score -4387966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4388051.000000 Penalty: 5111.269043
	Iteration 20F: 3 clusters Score -4388051 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4388133.500000 Penalty: 5111.269043
	Iteration 21Q: 3 clusters Score -4388134 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -4388201.500000 Penalty: 5111.269043
	Iteration 22Q: 3 clusters Score -4388202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -4388236.000000 Penalty: 5111.269043
	Iteration 23Q: 3 clusters Score -4388236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4388289.500000 Penalty: 5111.269043
	Iteration 24Q: 3 clusters Score -4388290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4388357.000000 Penalty: 5111.269043
	Iteration 25Q: 3 clusters Score -4388357 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -4388410.500000 Penalty: 5111.269043
	Iteration 26Q: 3 clusters Score -4388410 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -4388451.500000 Penalty: 5111.269043
	Iteration 27Q: 3 clusters Score -4388452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -4388489.000000 Penalty: 5111.269043
	Iteration 28Q: 3 clusters Score -4388489 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -4388558.000000 Penalty: 5111.269043
	Iteration 29Q: 3 clusters Score -4388558 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4388629.500000 Penalty: 5111.269043
	Iteration 30Q: 3 clusters Score -4388630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4388689.500000 Penalty: 5111.269043
	Iteration 31Q: 3 clusters Score -4388690 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4388734.000000 Penalty: 5111.269043
	Iteration 32Q: 3 clusters Score -4388734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4388791.000000 Penalty: 5111.269043
	Iteration 33Q: 3 clusters Score -4388791 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4388815.500000 Penalty: 5111.269043
	Iteration 34Q: 3 clusters Score -4388816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -4388860.000000 Penalty: 5111.269043
	Iteration 35Q: 3 clusters Score -4388860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -4388869.000000 Penalty: 5111.269043
	Iteration 36Q: 3 clusters Score -4388869 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -4388897.500000 Penalty: 5111.269043
	Iteration 37Q: 3 clusters Score -4388898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -4388898.000000 Penalty: 5111.269043
	Iteration 38Q: 3 clusters Score -4388898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4388910.000000 Penalty: 5111.269043
	Iteration 39Q: 3 clusters Score -4388910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4388925.500000 Penalty: 5111.269043
	Iteration 40F: 3 clusters Score -4388926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4388923.000000 Penalty: 5111.269043
	Iteration 41Q: 3 clusters Score -4388923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -4388922.000000 Penalty: 5111.269043
	Iteration 42Q: 3 clusters Score -4388922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -4388926.500000 Penalty: 5111.269043
	Iteration 43Q: 3 clusters Score -4388926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4388925.500000 Penalty: 5111.269043
	Iteration 44Q: 3 clusters Score -4388926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -4388926.000000 Penalty: 5111.269043
	Iteration 45Q: 3 clusters Score -4388926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -4388933.000000 Penalty: 5111.269043
	Iteration 46Q: 3 clusters Score -4388933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4388932.500000 Penalty: 5111.269043
	Iteration 47Q: 3 clusters Score -4388932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4388927.000000 Penalty: 5111.269043
	Iteration 48Q: 3 clusters Score -4388927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -4388923.500000 Penalty: 5111.269043
	Iteration 49Q: 3 clusters Score -4388924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -4388923.000000 Penalty: 5111.269043
	Iteration 50Q: 3 clusters Score -4388923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4388920.000000 Penalty: 5111.269043
	Iteration 51Q: 3 clusters Score -4388920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4388923.500000 Penalty: 5111.269043
	Iteration 52Q: 3 clusters Score -4388924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4388928.000000 Penalty: 5111.269043
	Iteration 53Q: 3 clusters Score -4388928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -4388929.500000 Penalty: 5111.269043
	Iteration 54Q: 3 clusters Score -4388930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4388928.500000 Penalty: 5111.269043
	Iteration 55Q: 3 clusters Score -4388928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -4388928.500000 Penalty: 5111.269043
	Iteration 56F: 3 clusters Score -4388928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 692 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 19944 members 
Entering Unmasked Estep 
Score: -115052008.000000 Penalty: 161847.281250
Splitting cluster 30 changes total score from -115049600.000000 to -115052008.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 31 (98145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Entering Unmasked Estep 
Score: -14736078.000000 Penalty: 2850.562012
	Iteration 0F: 2 clusters Score -1.473608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -14670869.000000 Penalty: 5701.124023
	Iteration 0F: 3 clusters Score -1.467087e+07 nChanged 46254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -14697336.000000 Penalty: 5701.124023
	Iteration 1F: 3 clusters Score -1.469734e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -14698357.000000 Penalty: 5701.124023
	Iteration 2Q: 3 clusters Score -1.469836e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -14699220.000000 Penalty: 5701.124023
	Iteration 3Q: 3 clusters Score -1.469922e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -14700311.000000 Penalty: 5701.124023
	Iteration 4Q: 3 clusters Score -1.470031e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -14701449.000000 Penalty: 5701.124023
	Iteration 5Q: 3 clusters Score -1.470145e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -14702792.000000 Penalty: 5701.124023
	Iteration 6Q: 3 clusters Score -1.470279e+07 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -14704503.000000 Penalty: 5701.124023
	Iteration 7Q: 3 clusters Score -1.47045e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -14706498.000000 Penalty: 5701.124023
	Iteration 8Q: 3 clusters Score -1.47065e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -14708832.000000 Penalty: 5701.124023
	Iteration 9Q: 3 clusters Score -1.470883e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -14712155.000000 Penalty: 5701.124023
	Iteration 10F: 3 clusters Score -1.471216e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -14715678.000000 Penalty: 5701.124023
	Iteration 11F: 3 clusters Score -1.471568e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -14719520.000000 Penalty: 5701.124023
	Iteration 12Q: 3 clusters Score -1.471952e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -14722871.000000 Penalty: 5701.124023
	Iteration 13Q: 3 clusters Score -1.472287e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -14725060.000000 Penalty: 5701.124023
	Iteration 14Q: 3 clusters Score -1.472506e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -14726363.000000 Penalty: 5701.124023
	Iteration 15Q: 3 clusters Score -1.472636e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -14727482.000000 Penalty: 5701.124023
	Iteration 16Q: 3 clusters Score -1.472748e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -14728453.000000 Penalty: 5701.124023
	Iteration 17Q: 3 clusters Score -1.472845e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -14729301.000000 Penalty: 5701.124023
	Iteration 18Q: 3 clusters Score -1.47293e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -14730106.000000 Penalty: 5701.124023
	Iteration 19Q: 3 clusters Score -1.473011e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91607 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -14730798.000000 Penalty: 5701.124023
	Iteration 20F: 3 clusters Score -1.47308e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92602 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -14731363.000000 Penalty: 5701.124023
	Iteration 21Q: 3 clusters Score -1.473136e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -14731823.000000 Penalty: 5701.124023
	Iteration 22Q: 3 clusters Score -1.473182e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -14732200.000000 Penalty: 5701.124023
	Iteration 23Q: 3 clusters Score -1.47322e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -14732489.000000 Penalty: 5701.124023
	Iteration 24Q: 3 clusters Score -1.473249e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -14732745.000000 Penalty: 5701.124023
	Iteration 25Q: 3 clusters Score -1.473274e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95454 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -14732881.000000 Penalty: 5701.124023
	Iteration 26Q: 3 clusters Score -1.473288e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95759 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14733029.000000 Penalty: 5701.124023
	Iteration 27Q: 3 clusters Score -1.473303e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14733173.000000 Penalty: 5701.124023
	Iteration 28Q: 3 clusters Score -1.473317e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96211 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -14733242.000000 Penalty: 5701.124023
	Iteration 29Q: 3 clusters Score -1.473324e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -14733311.000000 Penalty: 5701.124023
	Iteration 30Q: 3 clusters Score -1.473331e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96466 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -14733345.000000 Penalty: 5701.124023
	Iteration 31Q: 3 clusters Score -1.473334e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -14733406.000000 Penalty: 5701.124023
	Iteration 32Q: 3 clusters Score -1.473341e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -14733443.000000 Penalty: 5701.124023
	Iteration 33Q: 3 clusters Score -1.473344e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -14733514.000000 Penalty: 5701.124023
	Iteration 34Q: 3 clusters Score -1.473351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14733550.000000 Penalty: 5701.124023
	Iteration 35Q: 3 clusters Score -1.473355e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -14733550.000000 Penalty: 5701.124023
	Iteration 36Q: 3 clusters Score -1.473355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96904 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -14733572.000000 Penalty: 5701.124023
	Iteration 37Q: 3 clusters Score -1.473357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14733591.000000 Penalty: 5701.124023
	Iteration 38Q: 3 clusters Score -1.473359e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -14733607.000000 Penalty: 5701.124023
	Iteration 39Q: 3 clusters Score -1.473361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14733620.000000 Penalty: 5701.124023
	Iteration 40F: 3 clusters Score -1.473362e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14733618.000000 Penalty: 5701.124023
	Iteration 41Q: 3 clusters Score -1.473362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -14733627.000000 Penalty: 5701.124023
	Iteration 42Q: 3 clusters Score -1.473363e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -14733627.000000 Penalty: 5701.124023
	Iteration 43Q: 3 clusters Score -1.473363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97070 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -14733631.000000 Penalty: 5701.124023
	Iteration 44Q: 3 clusters Score -1.473363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -14733639.000000 Penalty: 5701.124023
	Iteration 45Q: 3 clusters Score -1.473364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14733643.000000 Penalty: 5701.124023
	Iteration 46Q: 3 clusters Score -1.473364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -14733644.000000 Penalty: 5701.124023
	Iteration 47Q: 3 clusters Score -1.473364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -14733647.000000 Penalty: 5701.124023
	Iteration 48Q: 3 clusters Score -1.473365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -14733646.000000 Penalty: 5701.124023
	Iteration 49Q: 3 clusters Score -1.473365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14733640.000000 Penalty: 5701.124023
	Iteration 50Q: 3 clusters Score -1.473364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14733641.000000 Penalty: 5701.124023
	Iteration 51Q: 3 clusters Score -1.473364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14733648.000000 Penalty: 5701.124023
	Iteration 52Q: 3 clusters Score -1.473365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14733648.000000 Penalty: 5701.124023
	Iteration 53Q: 3 clusters Score -1.473365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14733645.000000 Penalty: 5701.124023
	Iteration 54Q: 3 clusters Score -1.473364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97165 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -14733661.000000 Penalty: 5701.124023
	Iteration 55Q: 3 clusters Score -1.473366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14733656.000000 Penalty: 5701.124023
	Iteration 56Q: 3 clusters Score -1.473366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14733661.000000 Penalty: 5701.124023
	Iteration 57Q: 3 clusters Score -1.473366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14733660.000000 Penalty: 5701.124023
	Iteration 58Q: 3 clusters Score -1.473366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97167 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14733660.000000 Penalty: 5701.124023
	Iteration 59F: 3 clusters Score -1.473366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -72406.460938 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -72406.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70865.265625 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -70865.27 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71019.101562 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -71019.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71101.046875 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -71101.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71136.390625 Penalty: 3111.347168
	Iteration 3Q: 3 clusters Score -71136.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71154.570312 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -71154.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71161.875000 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -71161.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71174.468750 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -71174.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71190.609375 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -71190.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71210.562500 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -71210.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71216.054688 Penalty: 3111.347168
	Iteration 9Q: 3 clusters Score -71216.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71220.421875 Penalty: 3111.347168
	Iteration 10Q: 3 clusters Score -71220.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71221.828125 Penalty: 3111.347168
	Iteration 11Q: 3 clusters Score -71221.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71223.859375 Penalty: 3111.347168
	Iteration 12Q: 3 clusters Score -71223.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71225.875000 Penalty: 3111.347168
	Iteration 13Q: 3 clusters Score -71225.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71229.484375 Penalty: 3111.347168
	Iteration 14Q: 3 clusters Score -71229.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71230.945312 Penalty: 3111.347168
	Iteration 15Q: 3 clusters Score -71230.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71232.406250 Penalty: 3111.347168
	Iteration 16Q: 3 clusters Score -71232.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71233.835938 Penalty: 3111.347168
	Iteration 17Q: 3 clusters Score -71233.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71235.507812 Penalty: 3111.347168
	Iteration 18Q: 3 clusters Score -71235.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71236.570312 Penalty: 3111.347168
	Iteration 19Q: 3 clusters Score -71236.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71236.570312 Penalty: 3111.347168
	Iteration 20F: 3 clusters Score -71236.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Entering Unmasked Estep 
Score: -903346.062500 Penalty: 2167.246094
	Iteration 0F: 2 clusters Score -903346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -898082.437500 Penalty: 4334.492188
	Iteration 0F: 3 clusters Score -898082.4 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -899555.187500 Penalty: 4334.492188
	Iteration 1F: 3 clusters Score -899555.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -899813.562500 Penalty: 4334.492188
	Iteration 2F: 3 clusters Score -899813.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -900003.937500 Penalty: 4334.492188
	Iteration 3F: 3 clusters Score -900003.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -900213.750000 Penalty: 4334.492188
	Iteration 4F: 3 clusters Score -900213.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -900399.500000 Penalty: 4334.492188
	Iteration 5Q: 3 clusters Score -900399.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -900537.000000 Penalty: 4334.492188
	Iteration 6Q: 3 clusters Score -900537 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -900671.562500 Penalty: 4334.492188
	Iteration 7Q: 3 clusters Score -900671.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -900795.875000 Penalty: 4334.492188
	Iteration 8Q: 3 clusters Score -900795.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -900900.500000 Penalty: 4334.492188
	Iteration 9Q: 3 clusters Score -900900.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -901001.875000 Penalty: 4334.492188
	Iteration 10Q: 3 clusters Score -901001.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -901081.562500 Penalty: 4334.492188
	Iteration 11Q: 3 clusters Score -901081.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -901143.062500 Penalty: 4334.492188
	Iteration 12Q: 3 clusters Score -901143.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -901193.687500 Penalty: 4334.492188
	Iteration 13Q: 3 clusters Score -901193.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -901249.750000 Penalty: 4334.492188
	Iteration 14Q: 3 clusters Score -901249.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -901295.062500 Penalty: 4334.492188
	Iteration 15Q: 3 clusters Score -901295.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -901342.750000 Penalty: 4334.492188
	Iteration 16Q: 3 clusters Score -901342.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -901409.375000 Penalty: 4334.492188
	Iteration 17Q: 3 clusters Score -901409.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -901490.875000 Penalty: 4334.492188
	Iteration 18Q: 3 clusters Score -901490.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -901569.875000 Penalty: 4334.492188
	Iteration 19Q: 3 clusters Score -901569.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -901631.875000 Penalty: 4334.492188
	Iteration 20F: 3 clusters Score -901631.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -901697.625000 Penalty: 4334.492188
	Iteration 21Q: 3 clusters Score -901697.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -901745.500000 Penalty: 4334.492188
	Iteration 22Q: 3 clusters Score -901745.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -901786.937500 Penalty: 4334.492188
	Iteration 23Q: 3 clusters Score -901786.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -901829.625000 Penalty: 4334.492188
	Iteration 24Q: 3 clusters Score -901829.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -901860.000000 Penalty: 4334.492188
	Iteration 25Q: 3 clusters Score -901860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -901898.250000 Penalty: 4334.492188
	Iteration 26Q: 3 clusters Score -901898.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -901925.125000 Penalty: 4334.492188
	Iteration 27Q: 3 clusters Score -901925.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -901947.687500 Penalty: 4334.492188
	Iteration 28Q: 3 clusters Score -901947.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -901969.062500 Penalty: 4334.492188
	Iteration 29Q: 3 clusters Score -901969.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -901982.875000 Penalty: 4334.492188
	Iteration 30Q: 3 clusters Score -901982.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -902001.875000 Penalty: 4334.492188
	Iteration 31Q: 3 clusters Score -902001.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -902020.125000 Penalty: 4334.492188
	Iteration 32Q: 3 clusters Score -902020.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -902026.437500 Penalty: 4334.492188
	Iteration 33Q: 3 clusters Score -902026.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -902033.750000 Penalty: 4334.492188
	Iteration 34Q: 3 clusters Score -902033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -902047.687500 Penalty: 4334.492188
	Iteration 35Q: 3 clusters Score -902047.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -902052.812500 Penalty: 4334.492188
	Iteration 36Q: 3 clusters Score -902052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -902056.937500 Penalty: 4334.492188
	Iteration 37Q: 3 clusters Score -902056.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -902057.187500 Penalty: 4334.492188
	Iteration 38Q: 3 clusters Score -902057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -902059.875000 Penalty: 4334.492188
	Iteration 39Q: 3 clusters Score -902059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -902061.312500 Penalty: 4334.492188
	Iteration 40F: 3 clusters Score -902061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -902062.625000 Penalty: 4334.492188
	Iteration 41Q: 3 clusters Score -902062.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -902063.250000 Penalty: 4334.492188
	Iteration 42Q: 3 clusters Score -902063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -902065.437500 Penalty: 4334.492188
	Iteration 43Q: 3 clusters Score -902065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -902063.375000 Penalty: 4334.492188
	Iteration 44Q: 3 clusters Score -902063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -902065.625000 Penalty: 4334.492188
	Iteration 45Q: 3 clusters Score -902065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -902065.625000 Penalty: 4334.492188
	Iteration 46F: 3 clusters Score -902065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -783235.312500 Penalty: 2135.900879
	Iteration 0F: 2 clusters Score -783235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -778442.750000 Penalty: 4271.801758
	Iteration 0F: 3 clusters Score -778442.8 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -779714.625000 Penalty: 4271.801758
	Iteration 1F: 3 clusters Score -779714.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -779957.750000 Penalty: 4271.801758
	Iteration 2F: 3 clusters Score -779957.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -780080.250000 Penalty: 4271.801758
	Iteration 3Q: 3 clusters Score -780080.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -780180.062500 Penalty: 4271.801758
	Iteration 4Q: 3 clusters Score -780180.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -780261.250000 Penalty: 4271.801758
	Iteration 5Q: 3 clusters Score -780261.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -780349.437500 Penalty: 4271.801758
	Iteration 6Q: 3 clusters Score -780349.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -780447.187500 Penalty: 4271.801758
	Iteration 7Q: 3 clusters Score -780447.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -780555.187500 Penalty: 4271.801758
	Iteration 8Q: 3 clusters Score -780555.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -780672.312500 Penalty: 4271.801758
	Iteration 9Q: 3 clusters Score -780672.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -780798.437500 Penalty: 4271.801758
	Iteration 10Q: 3 clusters Score -780798.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -780918.000000 Penalty: 4271.801758
	Iteration 11Q: 3 clusters Score -780918 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -781030.875000 Penalty: 4271.801758
	Iteration 12Q: 3 clusters Score -781030.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -781127.625000 Penalty: 4271.801758
	Iteration 13Q: 3 clusters Score -781127.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -781215.250000 Penalty: 4271.801758
	Iteration 14Q: 3 clusters Score -781215.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -781289.312500 Penalty: 4271.801758
	Iteration 15Q: 3 clusters Score -781289.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -781352.812500 Penalty: 4271.801758
	Iteration 16Q: 3 clusters Score -781352.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -781401.000000 Penalty: 4271.801758
	Iteration 17Q: 3 clusters Score -781401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -781437.187500 Penalty: 4271.801758
	Iteration 18Q: 3 clusters Score -781437.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -781468.562500 Penalty: 4271.801758
	Iteration 19Q: 3 clusters Score -781468.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -781495.875000 Penalty: 4271.801758
	Iteration 20F: 3 clusters Score -781495.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -781518.125000 Penalty: 4271.801758
	Iteration 21Q: 3 clusters Score -781518.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -781528.312500 Penalty: 4271.801758
	Iteration 22Q: 3 clusters Score -781528.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -781538.375000 Penalty: 4271.801758
	Iteration 23Q: 3 clusters Score -781538.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -781552.437500 Penalty: 4271.801758
	Iteration 24Q: 3 clusters Score -781552.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -781559.000000 Penalty: 4271.801758
	Iteration 25Q: 3 clusters Score -781559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -781568.500000 Penalty: 4271.801758
	Iteration 26Q: 3 clusters Score -781568.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -781578.750000 Penalty: 4271.801758
	Iteration 27Q: 3 clusters Score -781578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -781587.812500 Penalty: 4271.801758
	Iteration 28Q: 3 clusters Score -781587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -781597.187500 Penalty: 4271.801758
	Iteration 29Q: 3 clusters Score -781597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -781606.875000 Penalty: 4271.801758
	Iteration 30Q: 3 clusters Score -781606.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -781610.500000 Penalty: 4271.801758
	Iteration 31Q: 3 clusters Score -781610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -781613.500000 Penalty: 4271.801758
	Iteration 32Q: 3 clusters Score -781613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -781617.062500 Penalty: 4271.801758
	Iteration 33Q: 3 clusters Score -781617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -781619.250000 Penalty: 4271.801758
	Iteration 34Q: 3 clusters Score -781619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -781619.250000 Penalty: 4271.801758
	Iteration 35Q: 3 clusters Score -781619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -781619.250000 Penalty: 4271.801758
	Iteration 36F: 3 clusters Score -781619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -82893.250000 Penalty: 1621.817383
	Iteration 0F: 2 clusters Score -82893.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81390.890625 Penalty: 3243.634766
	Iteration 0F: 3 clusters Score -81390.89 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82048.562500 Penalty: 3243.634766
	Iteration 1F: 3 clusters Score -82048.56 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -82694.554688 Penalty: 3243.634766
	Iteration 2F: 3 clusters Score -82694.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -83066.562500 Penalty: 3243.634766
	Iteration 3F: 3 clusters Score -83066.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83127.164062 Penalty: 3243.634766
	Iteration 4Q: 3 clusters Score -83127.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83165.242188 Penalty: 3243.634766
	Iteration 5Q: 3 clusters Score -83165.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83187.312500 Penalty: 3243.634766
	Iteration 6Q: 3 clusters Score -83187.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83198.781250 Penalty: 3243.634766
	Iteration 7Q: 3 clusters Score -83198.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83203.195312 Penalty: 3243.634766
	Iteration 8Q: 3 clusters Score -83203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83203.195312 Penalty: 3243.634766
	Iteration 9F: 3 clusters Score -83203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 19944 members 
Mstep: Class 49 contains 534 members 
Entering Unmasked Estep 
Score: -115050832.000000 Penalty: 165219.093750
Splitting cluster 35 changes total score from -115049600.000000 to -115050832.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 36 (79785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Entering Unmasked Estep 
Score: -11899884.000000 Penalty: 2799.198730
	Iteration 0F: 2 clusters Score -1.189988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -11846537.000000 Penalty: 5598.397461
	Iteration 0F: 3 clusters Score -1.184654e+07 nChanged 37472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -11867525.000000 Penalty: 5598.397461
	Iteration 1F: 3 clusters Score -1.186752e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -11868115.000000 Penalty: 5598.397461
	Iteration 2Q: 3 clusters Score -1.186812e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -11868881.000000 Penalty: 5598.397461
	Iteration 3Q: 3 clusters Score -1.186888e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -11869918.000000 Penalty: 5598.397461
	Iteration 4Q: 3 clusters Score -1.186992e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -11871637.000000 Penalty: 5598.397461
	Iteration 5Q: 3 clusters Score -1.187164e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -11874771.000000 Penalty: 5598.397461
	Iteration 6F: 3 clusters Score -1.187477e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -11880006.000000 Penalty: 5598.397461
	Iteration 7F: 3 clusters Score -1.188001e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 69251 members 
Entering Unmasked Estep 
Score: -11886998.000000 Penalty: 5598.397461
	Iteration 8F: 3 clusters Score -1.1887e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -11893024.000000 Penalty: 5598.397461
	Iteration 9F: 3 clusters Score -1.189302e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -11896058.000000 Penalty: 5598.397461
	Iteration 10Q: 3 clusters Score -1.189606e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -11897116.000000 Penalty: 5598.397461
	Iteration 11Q: 3 clusters Score -1.189712e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79430 members 
Entering Unmasked Estep 
Score: -11897535.000000 Penalty: 5598.397461
	Iteration 12Q: 3 clusters Score -1.189754e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -11897770.000000 Penalty: 5598.397461
	Iteration 13Q: 3 clusters Score -1.189777e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -11897886.000000 Penalty: 5598.397461
	Iteration 14Q: 3 clusters Score -1.189789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -11897965.000000 Penalty: 5598.397461
	Iteration 15Q: 3 clusters Score -1.189796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -11898067.000000 Penalty: 5598.397461
	Iteration 16Q: 3 clusters Score -1.189807e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -11898152.000000 Penalty: 5598.397461
	Iteration 17Q: 3 clusters Score -1.189815e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -11898202.000000 Penalty: 5598.397461
	Iteration 18Q: 3 clusters Score -1.18982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -11898249.000000 Penalty: 5598.397461
	Iteration 19Q: 3 clusters Score -1.189825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -11898369.000000 Penalty: 5598.397461
	Iteration 20F: 3 clusters Score -1.189837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
Score: -11898495.000000 Penalty: 5598.397461
	Iteration 21Q: 3 clusters Score -1.18985e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -11898577.000000 Penalty: 5598.397461
	Iteration 22Q: 3 clusters Score -1.189858e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -11898649.000000 Penalty: 5598.397461
	Iteration 23Q: 3 clusters Score -1.189865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -11898699.000000 Penalty: 5598.397461
	Iteration 24Q: 3 clusters Score -1.18987e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -11898748.000000 Penalty: 5598.397461
	Iteration 25Q: 3 clusters Score -1.189875e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -11898751.000000 Penalty: 5598.397461
	Iteration 26Q: 3 clusters Score -1.189875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -11898774.000000 Penalty: 5598.397461
	Iteration 27Q: 3 clusters Score -1.189877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -11898776.000000 Penalty: 5598.397461
	Iteration 28Q: 3 clusters Score -1.189878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -11898779.000000 Penalty: 5598.397461
	Iteration 29Q: 3 clusters Score -1.189878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -11898788.000000 Penalty: 5598.397461
	Iteration 30Q: 3 clusters Score -1.189879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -11898787.000000 Penalty: 5598.397461
	Iteration 31Q: 3 clusters Score -1.189879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -11898789.000000 Penalty: 5598.397461
	Iteration 32Q: 3 clusters Score -1.189879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -11898782.000000 Penalty: 5598.397461
	Iteration 33Q: 3 clusters Score -1.189878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -11898771.000000 Penalty: 5598.397461
	Iteration 34Q: 3 clusters Score -1.189877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -11898780.000000 Penalty: 5598.397461
	Iteration 35Q: 3 clusters Score -1.189878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -11898782.000000 Penalty: 5598.397461
	Iteration 36F: 3 clusters Score -1.189878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -11898784.000000 Penalty: 5598.397461
	Iteration 37Q: 3 clusters Score -1.189878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -11898782.000000 Penalty: 5598.397461
	Iteration 38Q: 3 clusters Score -1.189878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -11898790.000000 Penalty: 5598.397461
	Iteration 39Q: 3 clusters Score -1.189879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -11898790.000000 Penalty: 5598.397461
	Iteration 40F: 3 clusters Score -1.189879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -419451.906250 Penalty: 1974.160278
	Iteration 0F: 2 clusters Score -419451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -416299.437500 Penalty: 3948.320557
	Iteration 0F: 3 clusters Score -416299.4 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -416987.875000 Penalty: 3948.320557
	Iteration 1F: 3 clusters Score -416987.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -417180.093750 Penalty: 3948.320557
	Iteration 2F: 3 clusters Score -417180.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -417336.687500 Penalty: 3948.320557
	Iteration 3F: 3 clusters Score -417336.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -417531.812500 Penalty: 3948.320557
	Iteration 4F: 3 clusters Score -417531.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -417771.625000 Penalty: 3948.320557
	Iteration 5F: 3 clusters Score -417771.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -418081.843750 Penalty: 3948.320557
	Iteration 6F: 3 clusters Score -418081.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -418373.093750 Penalty: 3948.320557
	Iteration 7F: 3 clusters Score -418373.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -418581.312500 Penalty: 3948.320557
	Iteration 8F: 3 clusters Score -418581.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -418730.281250 Penalty: 3948.320557
	Iteration 9Q: 3 clusters Score -418730.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -418835.750000 Penalty: 3948.320557
	Iteration 10Q: 3 clusters Score -418835.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -418907.281250 Penalty: 3948.320557
	Iteration 11Q: 3 clusters Score -418907.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -418966.156250 Penalty: 3948.320557
	Iteration 12Q: 3 clusters Score -418966.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -419024.125000 Penalty: 3948.320557
	Iteration 13Q: 3 clusters Score -419024.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -419060.250000 Penalty: 3948.320557
	Iteration 14Q: 3 clusters Score -419060.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -419081.906250 Penalty: 3948.320557
	Iteration 15Q: 3 clusters Score -419081.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -419100.031250 Penalty: 3948.320557
	Iteration 16Q: 3 clusters Score -419100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -419114.156250 Penalty: 3948.320557
	Iteration 17Q: 3 clusters Score -419114.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -419122.687500 Penalty: 3948.320557
	Iteration 18Q: 3 clusters Score -419122.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -419130.531250 Penalty: 3948.320557
	Iteration 19Q: 3 clusters Score -419130.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -419139.781250 Penalty: 3948.320557
	Iteration 20F: 3 clusters Score -419139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -419144.468750 Penalty: 3948.320557
	Iteration 21Q: 3 clusters Score -419144.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -419150.968750 Penalty: 3948.320557
	Iteration 22Q: 3 clusters Score -419151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -419155.500000 Penalty: 3948.320557
	Iteration 23Q: 3 clusters Score -419155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -419156.812500 Penalty: 3948.320557
	Iteration 24Q: 3 clusters Score -419156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -419157.843750 Penalty: 3948.320557
	Iteration 25Q: 3 clusters Score -419157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -419158.875000 Penalty: 3948.320557
	Iteration 26Q: 3 clusters Score -419158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -419158.468750 Penalty: 3948.320557
	Iteration 27Q: 3 clusters Score -419158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -419158.500000 Penalty: 3948.320557
	Iteration 28Q: 3 clusters Score -419158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -419158.500000 Penalty: 3948.320557
	Iteration 29F: 3 clusters Score -419158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -654873.312500 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -654873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -650379.000000 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -650379 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -651739.062500 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -651739.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -652251.312500 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -652251.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -652728.062500 Penalty: 4244.553223
	Iteration 3F: 3 clusters Score -652728.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -653102.750000 Penalty: 4244.553223
	Iteration 4F: 3 clusters Score -653102.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -653340.187500 Penalty: 4244.553223
	Iteration 5F: 3 clusters Score -653340.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -653487.000000 Penalty: 4244.553223
	Iteration 6Q: 3 clusters Score -653487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -653571.437500 Penalty: 4244.553223
	Iteration 7Q: 3 clusters Score -653571.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -653628.312500 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -653628.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -653673.812500 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -653673.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -653696.750000 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -653696.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -653710.062500 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -653710.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -653722.562500 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -653722.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -653734.562500 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -653734.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -653749.937500 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -653749.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -653761.375000 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -653761.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -653767.687500 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -653767.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -653772.625000 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -653772.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -653782.625000 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -653782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -653787.750000 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -653787.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -653793.062500 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -653793.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -653795.812500 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -653795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -653798.312500 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -653798.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -653800.812500 Penalty: 4244.553223
	Iteration 23Q: 3 clusters Score -653800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -653802.875000 Penalty: 4244.553223
	Iteration 24Q: 3 clusters Score -653802.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -653805.937500 Penalty: 4244.553223
	Iteration 25Q: 3 clusters Score -653805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -653807.187500 Penalty: 4244.553223
	Iteration 26Q: 3 clusters Score -653807.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -653811.562500 Penalty: 4244.553223
	Iteration 27Q: 3 clusters Score -653811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -653812.812500 Penalty: 4244.553223
	Iteration 28Q: 3 clusters Score -653812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -653813.562500 Penalty: 4244.553223
	Iteration 29Q: 3 clusters Score -653813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -653814.937500 Penalty: 4244.553223
	Iteration 30Q: 3 clusters Score -653814.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -653816.687500 Penalty: 4244.553223
	Iteration 31Q: 3 clusters Score -653816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -653818.000000 Penalty: 4244.553223
	Iteration 32Q: 3 clusters Score -653818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -653817.750000 Penalty: 4244.553223
	Iteration 33Q: 3 clusters Score -653817.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -653818.062500 Penalty: 4244.553223
	Iteration 34Q: 3 clusters Score -653818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -653817.250000 Penalty: 4244.553223
	Iteration 35Q: 3 clusters Score -653817.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -653817.250000 Penalty: 4244.553223
	Iteration 36F: 3 clusters Score -653817.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Entering Unmasked Estep 
Score: -464805.156250 Penalty: 1994.828369
	Iteration 0F: 2 clusters Score -464805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -461481.312500 Penalty: 3989.656738
	Iteration 0F: 3 clusters Score -461481.3 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -462155.593750 Penalty: 3989.656738
	Iteration 1F: 3 clusters Score -462155.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462336.781250 Penalty: 3989.656738
	Iteration 2F: 3 clusters Score -462336.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -462456.312500 Penalty: 3989.656738
	Iteration 3F: 3 clusters Score -462456.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -462527.906250 Penalty: 3989.656738
	Iteration 4Q: 3 clusters Score -462527.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -462597.343750 Penalty: 3989.656738
	Iteration 5Q: 3 clusters Score -462597.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -462655.093750 Penalty: 3989.656738
	Iteration 6Q: 3 clusters Score -462655.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -462702.312500 Penalty: 3989.656738
	Iteration 7Q: 3 clusters Score -462702.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -462746.500000 Penalty: 3989.656738
	Iteration 8Q: 3 clusters Score -462746.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -462778.906250 Penalty: 3989.656738
	Iteration 9Q: 3 clusters Score -462778.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -462814.281250 Penalty: 3989.656738
	Iteration 10Q: 3 clusters Score -462814.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -462857.625000 Penalty: 3989.656738
	Iteration 11Q: 3 clusters Score -462857.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -462903.781250 Penalty: 3989.656738
	Iteration 12Q: 3 clusters Score -462903.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -462943.531250 Penalty: 3989.656738
	Iteration 13Q: 3 clusters Score -462943.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -462977.468750 Penalty: 3989.656738
	Iteration 14Q: 3 clusters Score -462977.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -463009.625000 Penalty: 3989.656738
	Iteration 15Q: 3 clusters Score -463009.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -463042.375000 Penalty: 3989.656738
	Iteration 16Q: 3 clusters Score -463042.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -463076.250000 Penalty: 3989.656738
	Iteration 17Q: 3 clusters Score -463076.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -463108.937500 Penalty: 3989.656738
	Iteration 18Q: 3 clusters Score -463108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -463129.500000 Penalty: 3989.656738
	Iteration 19Q: 3 clusters Score -463129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -463139.156250 Penalty: 3989.656738
	Iteration 20F: 3 clusters Score -463139.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -463148.031250 Penalty: 3989.656738
	Iteration 21Q: 3 clusters Score -463148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -463153.843750 Penalty: 3989.656738
	Iteration 22Q: 3 clusters Score -463153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -463160.312500 Penalty: 3989.656738
	Iteration 23Q: 3 clusters Score -463160.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -463165.906250 Penalty: 3989.656738
	Iteration 24Q: 3 clusters Score -463165.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -463172.968750 Penalty: 3989.656738
	Iteration 25Q: 3 clusters Score -463173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -463181.687500 Penalty: 3989.656738
	Iteration 26Q: 3 clusters Score -463181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -463188.406250 Penalty: 3989.656738
	Iteration 27Q: 3 clusters Score -463188.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -463192.406250 Penalty: 3989.656738
	Iteration 28Q: 3 clusters Score -463192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -463198.437500 Penalty: 3989.656738
	Iteration 29Q: 3 clusters Score -463198.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -463205.187500 Penalty: 3989.656738
	Iteration 30Q: 3 clusters Score -463205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -463205.875000 Penalty: 3989.656738
	Iteration 31Q: 3 clusters Score -463205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -463207.125000 Penalty: 3989.656738
	Iteration 32Q: 3 clusters Score -463207.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -463208.625000 Penalty: 3989.656738
	Iteration 33Q: 3 clusters Score -463208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -463211.437500 Penalty: 3989.656738
	Iteration 34Q: 3 clusters Score -463211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -463214.031250 Penalty: 3989.656738
	Iteration 35Q: 3 clusters Score -463214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -463218.968750 Penalty: 3989.656738
	Iteration 36Q: 3 clusters Score -463219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -463225.187500 Penalty: 3989.656738
	Iteration 37Q: 3 clusters Score -463225.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -463231.250000 Penalty: 3989.656738
	Iteration 38Q: 3 clusters Score -463231.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -463236.218750 Penalty: 3989.656738
	Iteration 39Q: 3 clusters Score -463236.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -463238.406250 Penalty: 3989.656738
	Iteration 40F: 3 clusters Score -463238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -463239.500000 Penalty: 3989.656738
	Iteration 41Q: 3 clusters Score -463239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -463239.343750 Penalty: 3989.656738
	Iteration 42Q: 3 clusters Score -463239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -463239.343750 Penalty: 3989.656738
	Iteration 43F: 3 clusters Score -463239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Entering Unmasked Estep 
Score: -3991028.750000 Penalty: 2546.444824
	Iteration 0F: 2 clusters Score -3991029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3971219.000000 Penalty: 5092.889648
	Iteration 0F: 3 clusters Score -3971219 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3978637.500000 Penalty: 5092.889648
	Iteration 1F: 3 clusters Score -3978638 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3979684.250000 Penalty: 5092.889648
	Iteration 2F: 3 clusters Score -3979684 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3980819.000000 Penalty: 5092.889648
	Iteration 3F: 3 clusters Score -3980819 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -3982045.000000 Penalty: 5092.889648
	Iteration 4F: 3 clusters Score -3982045 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3983153.000000 Penalty: 5092.889648
	Iteration 5F: 3 clusters Score -3983153 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3984119.000000 Penalty: 5092.889648
	Iteration 6F: 3 clusters Score -3984119 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3984930.250000 Penalty: 5092.889648
	Iteration 7F: 3 clusters Score -3984930 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3985614.000000 Penalty: 5092.889648
	Iteration 8Q: 3 clusters Score -3985614 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -3986139.000000 Penalty: 5092.889648
	Iteration 9Q: 3 clusters Score -3986139 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -3986478.750000 Penalty: 5092.889648
	Iteration 10Q: 3 clusters Score -3986479 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -3986750.750000 Penalty: 5092.889648
	Iteration 11Q: 3 clusters Score -3986751 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -3986961.750000 Penalty: 5092.889648
	Iteration 12Q: 3 clusters Score -3986962 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3987112.000000 Penalty: 5092.889648
	Iteration 13Q: 3 clusters Score -3987112 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3987223.500000 Penalty: 5092.889648
	Iteration 14Q: 3 clusters Score -3987224 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -3987293.500000 Penalty: 5092.889648
	Iteration 15Q: 3 clusters Score -3987294 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3987339.250000 Penalty: 5092.889648
	Iteration 16Q: 3 clusters Score -3987339 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3987407.500000 Penalty: 5092.889648
	Iteration 17Q: 3 clusters Score -3987408 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3987435.500000 Penalty: 5092.889648
	Iteration 18Q: 3 clusters Score -3987436 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3987475.500000 Penalty: 5092.889648
	Iteration 19Q: 3 clusters Score -3987476 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3987503.750000 Penalty: 5092.889648
	Iteration 20F: 3 clusters Score -3987504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3987549.250000 Penalty: 5092.889648
	Iteration 21Q: 3 clusters Score -3987549 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3987573.000000 Penalty: 5092.889648
	Iteration 22Q: 3 clusters Score -3987573 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3987610.750000 Penalty: 5092.889648
	Iteration 23Q: 3 clusters Score -3987611 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -3987647.000000 Penalty: 5092.889648
	Iteration 24Q: 3 clusters Score -3987647 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3987681.500000 Penalty: 5092.889648
	Iteration 25Q: 3 clusters Score -3987682 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3987717.750000 Penalty: 5092.889648
	Iteration 26Q: 3 clusters Score -3987718 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3987760.000000 Penalty: 5092.889648
	Iteration 27Q: 3 clusters Score -3987760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -3987794.250000 Penalty: 5092.889648
	Iteration 28Q: 3 clusters Score -3987794 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3987834.500000 Penalty: 5092.889648
	Iteration 29Q: 3 clusters Score -3987834 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -3987896.750000 Penalty: 5092.889648
	Iteration 30Q: 3 clusters Score -3987897 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3987952.000000 Penalty: 5092.889648
	Iteration 31Q: 3 clusters Score -3987952 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3988005.500000 Penalty: 5092.889648
	Iteration 32Q: 3 clusters Score -3988006 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3988065.500000 Penalty: 5092.889648
	Iteration 33Q: 3 clusters Score -3988066 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -3988101.250000 Penalty: 5092.889648
	Iteration 34Q: 3 clusters Score -3988101 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3988152.750000 Penalty: 5092.889648
	Iteration 35Q: 3 clusters Score -3988153 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -3988202.000000 Penalty: 5092.889648
	Iteration 36Q: 3 clusters Score -3988202 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -3988244.750000 Penalty: 5092.889648
	Iteration 37Q: 3 clusters Score -3988245 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3988318.500000 Penalty: 5092.889648
	Iteration 38Q: 3 clusters Score -3988318 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3988372.750000 Penalty: 5092.889648
	Iteration 39Q: 3 clusters Score -3988373 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3988414.750000 Penalty: 5092.889648
	Iteration 40F: 3 clusters Score -3988415 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3988468.250000 Penalty: 5092.889648
	Iteration 41Q: 3 clusters Score -3988468 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -3988502.250000 Penalty: 5092.889648
	Iteration 42Q: 3 clusters Score -3988502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3988540.750000 Penalty: 5092.889648
	Iteration 43Q: 3 clusters Score -3988541 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3988590.500000 Penalty: 5092.889648
	Iteration 44Q: 3 clusters Score -3988590 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3988627.000000 Penalty: 5092.889648
	Iteration 45Q: 3 clusters Score -3988627 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3988690.000000 Penalty: 5092.889648
	Iteration 46Q: 3 clusters Score -3988690 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -3988746.500000 Penalty: 5092.889648
	Iteration 47Q: 3 clusters Score -3988746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3988806.250000 Penalty: 5092.889648
	Iteration 48Q: 3 clusters Score -3988806 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -3988869.250000 Penalty: 5092.889648
	Iteration 49Q: 3 clusters Score -3988869 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3988938.000000 Penalty: 5092.889648
	Iteration 50Q: 3 clusters Score -3988938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -3989011.500000 Penalty: 5092.889648
	Iteration 51Q: 3 clusters Score -3989012 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3989100.000000 Penalty: 5092.889648
	Iteration 52Q: 3 clusters Score -3989100 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3989219.250000 Penalty: 5092.889648
	Iteration 53Q: 3 clusters Score -3989219 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -3989331.500000 Penalty: 5092.889648
	Iteration 54Q: 3 clusters Score -3989332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3989434.000000 Penalty: 5092.889648
	Iteration 55Q: 3 clusters Score -3989434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3989511.750000 Penalty: 5092.889648
	Iteration 56Q: 3 clusters Score -3989512 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3989574.500000 Penalty: 5092.889648
	Iteration 57Q: 3 clusters Score -3989574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3989645.750000 Penalty: 5092.889648
	Iteration 58Q: 3 clusters Score -3989646 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3989707.750000 Penalty: 5092.889648
	Iteration 59Q: 3 clusters Score -3989708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3989766.250000 Penalty: 5092.889648
	Iteration 60F: 3 clusters Score -3989766 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3989829.750000 Penalty: 5092.889648
	Iteration 61Q: 3 clusters Score -3989830 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3989872.500000 Penalty: 5092.889648
	Iteration 62Q: 3 clusters Score -3989872 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3989930.000000 Penalty: 5092.889648
	Iteration 63Q: 3 clusters Score -3989930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -3989970.000000 Penalty: 5092.889648
	Iteration 64Q: 3 clusters Score -3989970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3990008.000000 Penalty: 5092.889648
	Iteration 65Q: 3 clusters Score -3990008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3990057.000000 Penalty: 5092.889648
	Iteration 66Q: 3 clusters Score -3990057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -3990070.750000 Penalty: 5092.889648
	Iteration 67Q: 3 clusters Score -3990071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3990089.000000 Penalty: 5092.889648
	Iteration 68Q: 3 clusters Score -3990089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3990101.750000 Penalty: 5092.889648
	Iteration 69Q: 3 clusters Score -3990102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -3990129.500000 Penalty: 5092.889648
	Iteration 70Q: 3 clusters Score -3990130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3990134.000000 Penalty: 5092.889648
	Iteration 71Q: 3 clusters Score -3990134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3990152.250000 Penalty: 5092.889648
	Iteration 72Q: 3 clusters Score -3990152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3990159.250000 Penalty: 5092.889648
	Iteration 73Q: 3 clusters Score -3990159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3990155.500000 Penalty: 5092.889648
	Iteration 74Q: 3 clusters Score -3990156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3990161.250000 Penalty: 5092.889648
	Iteration 75Q: 3 clusters Score -3990161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3990168.750000 Penalty: 5092.889648
	Iteration 76Q: 3 clusters Score -3990169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3990177.250000 Penalty: 5092.889648
	Iteration 77Q: 3 clusters Score -3990177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3990177.250000 Penalty: 5092.889648
	Iteration 78Q: 3 clusters Score -3990177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3990178.500000 Penalty: 5092.889648
	Iteration 79Q: 3 clusters Score -3990178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3990189.500000 Penalty: 5092.889648
	Iteration 80F: 3 clusters Score -3990190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3990188.000000 Penalty: 5092.889648
	Iteration 81Q: 3 clusters Score -3990188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3990189.750000 Penalty: 5092.889648
	Iteration 82Q: 3 clusters Score -3990190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3990188.500000 Penalty: 5092.889648
	Iteration 83Q: 3 clusters Score -3990188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3990191.250000 Penalty: 5092.889648
	Iteration 84Q: 3 clusters Score -3990191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3990195.250000 Penalty: 5092.889648
	Iteration 85Q: 3 clusters Score -3990195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -3990198.000000 Penalty: 5092.889648
	Iteration 86Q: 3 clusters Score -3990198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3990195.000000 Penalty: 5092.889648
	Iteration 87Q: 3 clusters Score -3990195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3990195.000000 Penalty: 5092.889648
	Iteration 88Q: 3 clusters Score -3990195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3990195.000000 Penalty: 5092.889648
	Iteration 89Q: 3 clusters Score -3990195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -3990196.250000 Penalty: 5092.889648
	Iteration 90Q: 3 clusters Score -3990196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3990196.750000 Penalty: 5092.889648
	Iteration 91Q: 3 clusters Score -3990197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3990195.250000 Penalty: 5092.889648
	Iteration 92Q: 3 clusters Score -3990195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3990196.000000 Penalty: 5092.889648
	Iteration 93Q: 3 clusters Score -3990196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3990195.500000 Penalty: 5092.889648
	Iteration 94Q: 3 clusters Score -3990196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3990196.750000 Penalty: 5092.889648
	Iteration 95Q: 3 clusters Score -3990197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3990194.750000 Penalty: 5092.889648
	Iteration 96Q: 3 clusters Score -3990195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3990192.500000 Penalty: 5092.889648
	Iteration 97Q: 3 clusters Score -3990192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3990193.250000 Penalty: 5092.889648
	Iteration 98Q: 3 clusters Score -3990193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3990193.250000 Penalty: 5092.889648
	Iteration 99F: 3 clusters Score -3990193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -1634657.375000 Penalty: 2311.804688
	Iteration 0F: 2 clusters Score -1634657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1626216.375000 Penalty: 4623.609375
	Iteration 0F: 3 clusters Score -1626216 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1628709.750000 Penalty: 4623.609375
	Iteration 1F: 3 clusters Score -1628710 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1629073.500000 Penalty: 4623.609375
	Iteration 2F: 3 clusters Score -1629074 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1629315.375000 Penalty: 4623.609375
	Iteration 3F: 3 clusters Score -1629315 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1629490.750000 Penalty: 4623.609375
	Iteration 4Q: 3 clusters Score -1629491 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1629654.875000 Penalty: 4623.609375
	Iteration 5Q: 3 clusters Score -1629655 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1629803.875000 Penalty: 4623.609375
	Iteration 6Q: 3 clusters Score -1629804 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1629941.125000 Penalty: 4623.609375
	Iteration 7Q: 3 clusters Score -1629941 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1630066.250000 Penalty: 4623.609375
	Iteration 8Q: 3 clusters Score -1630066 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1630160.375000 Penalty: 4623.609375
	Iteration 9Q: 3 clusters Score -1630160 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1630239.625000 Penalty: 4623.609375
	Iteration 10Q: 3 clusters Score -1630240 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1630298.875000 Penalty: 4623.609375
	Iteration 11Q: 3 clusters Score -1630299 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1630345.875000 Penalty: 4623.609375
	Iteration 12Q: 3 clusters Score -1630346 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1630383.000000 Penalty: 4623.609375
	Iteration 13Q: 3 clusters Score -1630383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1630427.500000 Penalty: 4623.609375
	Iteration 14Q: 3 clusters Score -1630428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1630456.375000 Penalty: 4623.609375
	Iteration 15Q: 3 clusters Score -1630456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1630490.750000 Penalty: 4623.609375
	Iteration 16Q: 3 clusters Score -1630491 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1630518.875000 Penalty: 4623.609375
	Iteration 17Q: 3 clusters Score -1630519 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1630551.875000 Penalty: 4623.609375
	Iteration 18Q: 3 clusters Score -1630552 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1630600.875000 Penalty: 4623.609375
	Iteration 19Q: 3 clusters Score -1630601 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1630662.125000 Penalty: 4623.609375
	Iteration 20F: 3 clusters Score -1630662 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1630717.000000 Penalty: 4623.609375
	Iteration 21Q: 3 clusters Score -1630717 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1630761.000000 Penalty: 4623.609375
	Iteration 22Q: 3 clusters Score -1630761 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1630809.000000 Penalty: 4623.609375
	Iteration 23Q: 3 clusters Score -1630809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1630852.125000 Penalty: 4623.609375
	Iteration 24Q: 3 clusters Score -1630852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1630878.750000 Penalty: 4623.609375
	Iteration 25Q: 3 clusters Score -1630879 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1630918.250000 Penalty: 4623.609375
	Iteration 26Q: 3 clusters Score -1630918 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1630955.500000 Penalty: 4623.609375
	Iteration 27Q: 3 clusters Score -1630956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1630997.500000 Penalty: 4623.609375
	Iteration 28Q: 3 clusters Score -1630998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1631034.000000 Penalty: 4623.609375
	Iteration 29Q: 3 clusters Score -1631034 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1631089.250000 Penalty: 4623.609375
	Iteration 30Q: 3 clusters Score -1631089 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1631152.000000 Penalty: 4623.609375
	Iteration 31Q: 3 clusters Score -1631152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1631208.000000 Penalty: 4623.609375
	Iteration 32Q: 3 clusters Score -1631208 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1631261.750000 Penalty: 4623.609375
	Iteration 33Q: 3 clusters Score -1631262 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1631320.500000 Penalty: 4623.609375
	Iteration 34Q: 3 clusters Score -1631320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1631375.500000 Penalty: 4623.609375
	Iteration 35Q: 3 clusters Score -1631376 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1631431.500000 Penalty: 4623.609375
	Iteration 36Q: 3 clusters Score -1631432 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1631471.500000 Penalty: 4623.609375
	Iteration 37Q: 3 clusters Score -1631472 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1631504.750000 Penalty: 4623.609375
	Iteration 38Q: 3 clusters Score -1631505 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1631536.750000 Penalty: 4623.609375
	Iteration 39Q: 3 clusters Score -1631537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1631562.250000 Penalty: 4623.609375
	Iteration 40F: 3 clusters Score -1631562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1631596.875000 Penalty: 4623.609375
	Iteration 41Q: 3 clusters Score -1631597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1631629.125000 Penalty: 4623.609375
	Iteration 42Q: 3 clusters Score -1631629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1631659.000000 Penalty: 4623.609375
	Iteration 43Q: 3 clusters Score -1631659 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1631693.875000 Penalty: 4623.609375
	Iteration 44Q: 3 clusters Score -1631694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1631712.375000 Penalty: 4623.609375
	Iteration 45Q: 3 clusters Score -1631712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1631740.875000 Penalty: 4623.609375
	Iteration 46Q: 3 clusters Score -1631741 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1631773.125000 Penalty: 4623.609375
	Iteration 47Q: 3 clusters Score -1631773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1631800.750000 Penalty: 4623.609375
	Iteration 48Q: 3 clusters Score -1631801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1631821.125000 Penalty: 4623.609375
	Iteration 49Q: 3 clusters Score -1631821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1631847.750000 Penalty: 4623.609375
	Iteration 50Q: 3 clusters Score -1631848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1631878.125000 Penalty: 4623.609375
	Iteration 51Q: 3 clusters Score -1631878 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1631911.375000 Penalty: 4623.609375
	Iteration 52Q: 3 clusters Score -1631911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1631948.250000 Penalty: 4623.609375
	Iteration 53Q: 3 clusters Score -1631948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1631981.000000 Penalty: 4623.609375
	Iteration 54Q: 3 clusters Score -1631981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1632017.000000 Penalty: 4623.609375
	Iteration 55Q: 3 clusters Score -1632017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1632041.500000 Penalty: 4623.609375
	Iteration 56Q: 3 clusters Score -1632042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1632072.875000 Penalty: 4623.609375
	Iteration 57Q: 3 clusters Score -1632073 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1632103.875000 Penalty: 4623.609375
	Iteration 58Q: 3 clusters Score -1632104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1632130.625000 Penalty: 4623.609375
	Iteration 59Q: 3 clusters Score -1632131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1632160.750000 Penalty: 4623.609375
	Iteration 60F: 3 clusters Score -1632161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1632180.250000 Penalty: 4623.609375
	Iteration 61Q: 3 clusters Score -1632180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1632214.750000 Penalty: 4623.609375
	Iteration 62Q: 3 clusters Score -1632215 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1632240.500000 Penalty: 4623.609375
	Iteration 63Q: 3 clusters Score -1632240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1632289.125000 Penalty: 4623.609375
	Iteration 64Q: 3 clusters Score -1632289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1632328.625000 Penalty: 4623.609375
	Iteration 65Q: 3 clusters Score -1632329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1632370.625000 Penalty: 4623.609375
	Iteration 66Q: 3 clusters Score -1632371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1632394.750000 Penalty: 4623.609375
	Iteration 67Q: 3 clusters Score -1632395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1632425.125000 Penalty: 4623.609375
	Iteration 68Q: 3 clusters Score -1632425 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1632459.750000 Penalty: 4623.609375
	Iteration 69Q: 3 clusters Score -1632460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1632481.750000 Penalty: 4623.609375
	Iteration 70Q: 3 clusters Score -1632482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1632507.375000 Penalty: 4623.609375
	Iteration 71Q: 3 clusters Score -1632507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1632525.000000 Penalty: 4623.609375
	Iteration 72Q: 3 clusters Score -1632525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1632535.000000 Penalty: 4623.609375
	Iteration 73Q: 3 clusters Score -1632535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1632548.375000 Penalty: 4623.609375
	Iteration 74Q: 3 clusters Score -1632548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1632566.500000 Penalty: 4623.609375
	Iteration 75Q: 3 clusters Score -1632566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1632582.750000 Penalty: 4623.609375
	Iteration 76Q: 3 clusters Score -1632583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1632590.625000 Penalty: 4623.609375
	Iteration 77Q: 3 clusters Score -1632591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1632599.875000 Penalty: 4623.609375
	Iteration 78Q: 3 clusters Score -1632600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1632604.875000 Penalty: 4623.609375
	Iteration 79Q: 3 clusters Score -1632605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1632602.125000 Penalty: 4623.609375
	Iteration 80F: 3 clusters Score -1632602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1632613.000000 Penalty: 4623.609375
	Iteration 81Q: 3 clusters Score -1632613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1632620.750000 Penalty: 4623.609375
	Iteration 82Q: 3 clusters Score -1632621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1632630.750000 Penalty: 4623.609375
	Iteration 83Q: 3 clusters Score -1632631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1632637.750000 Penalty: 4623.609375
	Iteration 84Q: 3 clusters Score -1632638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1632650.500000 Penalty: 4623.609375
	Iteration 85Q: 3 clusters Score -1632650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1632651.125000 Penalty: 4623.609375
	Iteration 86Q: 3 clusters Score -1632651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1632655.000000 Penalty: 4623.609375
	Iteration 87Q: 3 clusters Score -1632655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1632655.625000 Penalty: 4623.609375
	Iteration 88Q: 3 clusters Score -1632656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1632658.250000 Penalty: 4623.609375
	Iteration 89Q: 3 clusters Score -1632658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1632658.625000 Penalty: 4623.609375
	Iteration 90Q: 3 clusters Score -1632659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1632659.375000 Penalty: 4623.609375
	Iteration 91Q: 3 clusters Score -1632659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1632659.875000 Penalty: 4623.609375
	Iteration 92Q: 3 clusters Score -1632660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1632659.875000 Penalty: 4623.609375
	Iteration 93F: 3 clusters Score -1632660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -292783.718750 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -292783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -290100.781250 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -290100.8 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -290677.343750 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -290677.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291029.250000 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -291029.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291437.062500 Penalty: 3795.427002
	Iteration 3F: 3 clusters Score -291437.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -291885.375000 Penalty: 3795.427002
	Iteration 4F: 3 clusters Score -291885.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292315.156250 Penalty: 3795.427002
	Iteration 5F: 3 clusters Score -292315.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -292602.312500 Penalty: 3795.427002
	Iteration 6F: 3 clusters Score -292602.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -292775.281250 Penalty: 3795.427002
	Iteration 7Q: 3 clusters Score -292775.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292833.968750 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -292834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -292852.125000 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -292852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -292862.437500 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -292862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -292868.750000 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -292868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -292872.312500 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -292872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -292874.937500 Penalty: 3795.427002
	Iteration 13Q: 3 clusters Score -292874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -292875.656250 Penalty: 3795.427002
	Iteration 14Q: 3 clusters Score -292875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -292875.656250 Penalty: 3795.427002
	Iteration 15F: 3 clusters Score -292875.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 886 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 1075 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 19944 members 
Mstep: Class 49 contains 534 members 
Mstep: Class 50 contains 1219 members 
Entering Unmasked Estep 
Score: -115049552.000000 Penalty: 168590.921875
Splitting cluster 42 changes total score from -115049600.000000 to -115049552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (105439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Entering Unmasked Estep 
Score: -15556095.000000 Penalty: 2868.340088
	Iteration 0F: 2 clusters Score -1.55561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -15485578.000000 Penalty: 5736.680176
	Iteration 0F: 3 clusters Score -1.548558e+07 nChanged 50004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -15513578.000000 Penalty: 5736.680176
	Iteration 1F: 3 clusters Score -1.551358e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -15514270.000000 Penalty: 5736.680176
	Iteration 2Q: 3 clusters Score -1.551427e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -15514963.000000 Penalty: 5736.680176
	Iteration 3Q: 3 clusters Score -1.551496e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -15515753.000000 Penalty: 5736.680176
	Iteration 4Q: 3 clusters Score -1.551575e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -15516600.000000 Penalty: 5736.680176
	Iteration 5Q: 3 clusters Score -1.55166e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -15517676.000000 Penalty: 5736.680176
	Iteration 6Q: 3 clusters Score -1.551768e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -15518984.000000 Penalty: 5736.680176
	Iteration 7Q: 3 clusters Score -1.551898e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -15520859.000000 Penalty: 5736.680176
	Iteration 8Q: 3 clusters Score -1.552086e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -15523537.000000 Penalty: 5736.680176
	Iteration 9Q: 3 clusters Score -1.552354e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -15527122.000000 Penalty: 5736.680176
	Iteration 10F: 3 clusters Score -1.552712e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -15530891.000000 Penalty: 5736.680176
	Iteration 11F: 3 clusters Score -1.553089e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -15534770.000000 Penalty: 5736.680176
	Iteration 12F: 3 clusters Score -1.553477e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -15538088.000000 Penalty: 5736.680176
	Iteration 13F: 3 clusters Score -1.553809e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52511 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -15540182.000000 Penalty: 5736.680176
	Iteration 14Q: 3 clusters Score -1.554018e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -15541351.000000 Penalty: 5736.680176
	Iteration 15Q: 3 clusters Score -1.554135e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -15542200.000000 Penalty: 5736.680176
	Iteration 16Q: 3 clusters Score -1.55422e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -15542677.000000 Penalty: 5736.680176
	Iteration 17Q: 3 clusters Score -1.554268e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -15542981.000000 Penalty: 5736.680176
	Iteration 18Q: 3 clusters Score -1.554298e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 51909 members 
Entering Unmasked Estep 
Score: -15543196.000000 Penalty: 5736.680176
	Iteration 19Q: 3 clusters Score -1.55432e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 51732 members 
Entering Unmasked Estep 
Score: -15543304.000000 Penalty: 5736.680176
	Iteration 20F: 3 clusters Score -1.55433e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -15543443.000000 Penalty: 5736.680176
	Iteration 21Q: 3 clusters Score -1.554344e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -15543524.000000 Penalty: 5736.680176
	Iteration 22Q: 3 clusters Score -1.554352e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -15543598.000000 Penalty: 5736.680176
	Iteration 23Q: 3 clusters Score -1.55436e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -15543681.000000 Penalty: 5736.680176
	Iteration 24Q: 3 clusters Score -1.554368e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -15543819.000000 Penalty: 5736.680176
	Iteration 25Q: 3 clusters Score -1.554382e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -15543876.000000 Penalty: 5736.680176
	Iteration 26Q: 3 clusters Score -1.554388e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -15543975.000000 Penalty: 5736.680176
	Iteration 27Q: 3 clusters Score -1.554398e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -15544073.000000 Penalty: 5736.680176
	Iteration 28Q: 3 clusters Score -1.554407e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -15544152.000000 Penalty: 5736.680176
	Iteration 29Q: 3 clusters Score -1.554415e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -15544208.000000 Penalty: 5736.680176
	Iteration 30Q: 3 clusters Score -1.554421e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -15544208.000000 Penalty: 5736.680176
	Iteration 31Q: 3 clusters Score -1.554421e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -15544216.000000 Penalty: 5736.680176
	Iteration 32Q: 3 clusters Score -1.554422e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57077 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -15544178.000000 Penalty: 5736.680176
	Iteration 33Q: 3 clusters Score -1.554418e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -15544219.000000 Penalty: 5736.680176
	Iteration 34Q: 3 clusters Score -1.554422e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -15544241.000000 Penalty: 5736.680176
	Iteration 35Q: 3 clusters Score -1.554424e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -15544311.000000 Penalty: 5736.680176
	Iteration 36Q: 3 clusters Score -1.554431e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -15544384.000000 Penalty: 5736.680176
	Iteration 37Q: 3 clusters Score -1.554438e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -15544340.000000 Penalty: 5736.680176
	Iteration 38Q: 3 clusters Score -1.554434e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -15544330.000000 Penalty: 5736.680176
	Iteration 39Q: 3 clusters Score -1.554433e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -15544363.000000 Penalty: 5736.680176
	Iteration 40F: 3 clusters Score -1.554436e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -15544385.000000 Penalty: 5736.680176
	Iteration 41Q: 3 clusters Score -1.554438e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -15544424.000000 Penalty: 5736.680176
	Iteration 42Q: 3 clusters Score -1.554442e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -15544423.000000 Penalty: 5736.680176
	Iteration 43Q: 3 clusters Score -1.554442e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -15544459.000000 Penalty: 5736.680176
	Iteration 44Q: 3 clusters Score -1.554446e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -15544486.000000 Penalty: 5736.680176
	Iteration 45Q: 3 clusters Score -1.554449e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -15544478.000000 Penalty: 5736.680176
	Iteration 46Q: 3 clusters Score -1.554448e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -15544505.000000 Penalty: 5736.680176
	Iteration 47Q: 3 clusters Score -1.55445e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -15544504.000000 Penalty: 5736.680176
	Iteration 48Q: 3 clusters Score -1.55445e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -15544529.000000 Penalty: 5736.680176
	Iteration 49Q: 3 clusters Score -1.554453e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61021 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -15544531.000000 Penalty: 5736.680176
	Iteration 50Q: 3 clusters Score -1.554453e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -15544499.000000 Penalty: 5736.680176
	Iteration 51Q: 3 clusters Score -1.55445e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -15544531.000000 Penalty: 5736.680176
	Iteration 52Q: 3 clusters Score -1.554453e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -15544545.000000 Penalty: 5736.680176
	Iteration 53Q: 3 clusters Score -1.554454e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -15544545.000000 Penalty: 5736.680176
	Iteration 54Q: 3 clusters Score -1.554454e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -15544559.000000 Penalty: 5736.680176
	Iteration 55Q: 3 clusters Score -1.554456e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -15544549.000000 Penalty: 5736.680176
	Iteration 56Q: 3 clusters Score -1.554455e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -15544576.000000 Penalty: 5736.680176
	Iteration 57Q: 3 clusters Score -1.554458e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -15544572.000000 Penalty: 5736.680176
	Iteration 58Q: 3 clusters Score -1.554457e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -15544586.000000 Penalty: 5736.680176
	Iteration 59Q: 3 clusters Score -1.554459e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63226 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -15544601.000000 Penalty: 5736.680176
	Iteration 60F: 3 clusters Score -1.55446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -15544626.000000 Penalty: 5736.680176
	Iteration 61Q: 3 clusters Score -1.554463e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -15544631.000000 Penalty: 5736.680176
	Iteration 62Q: 3 clusters Score -1.554463e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -15544650.000000 Penalty: 5736.680176
	Iteration 63Q: 3 clusters Score -1.554465e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -15544620.000000 Penalty: 5736.680176
	Iteration 64Q: 3 clusters Score -1.554462e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -15544631.000000 Penalty: 5736.680176
	Iteration 65Q: 3 clusters Score -1.554463e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -15544664.000000 Penalty: 5736.680176
	Iteration 66Q: 3 clusters Score -1.554466e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -15544654.000000 Penalty: 5736.680176
	Iteration 67Q: 3 clusters Score -1.554465e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -15544684.000000 Penalty: 5736.680176
	Iteration 68Q: 3 clusters Score -1.554468e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -15544666.000000 Penalty: 5736.680176
	Iteration 69Q: 3 clusters Score -1.554467e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -15544657.000000 Penalty: 5736.680176
	Iteration 70Q: 3 clusters Score -1.554466e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -15544657.000000 Penalty: 5736.680176
	Iteration 71Q: 3 clusters Score -1.554466e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -15544647.000000 Penalty: 5736.680176
	Iteration 72Q: 3 clusters Score -1.554465e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -15544647.000000 Penalty: 5736.680176
	Iteration 73Q: 3 clusters Score -1.554465e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -15544684.000000 Penalty: 5736.680176
	Iteration 74Q: 3 clusters Score -1.554468e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -15544711.000000 Penalty: 5736.680176
	Iteration 75Q: 3 clusters Score -1.554471e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -15544734.000000 Penalty: 5736.680176
	Iteration 76Q: 3 clusters Score -1.554473e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -15544750.000000 Penalty: 5736.680176
	Iteration 77Q: 3 clusters Score -1.554475e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66546 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -15544778.000000 Penalty: 5736.680176
	Iteration 78Q: 3 clusters Score -1.554478e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -15544769.000000 Penalty: 5736.680176
	Iteration 79Q: 3 clusters Score -1.554477e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -15544751.000000 Penalty: 5736.680176
	Iteration 80F: 3 clusters Score -1.554475e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67080 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -15544787.000000 Penalty: 5736.680176
	Iteration 81Q: 3 clusters Score -1.554479e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -15544820.000000 Penalty: 5736.680176
	Iteration 82Q: 3 clusters Score -1.554482e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -15544818.000000 Penalty: 5736.680176
	Iteration 83Q: 3 clusters Score -1.554482e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -15544868.000000 Penalty: 5736.680176
	Iteration 84Q: 3 clusters Score -1.554487e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -15544864.000000 Penalty: 5736.680176
	Iteration 85Q: 3 clusters Score -1.554486e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -15544856.000000 Penalty: 5736.680176
	Iteration 86Q: 3 clusters Score -1.554486e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -15544879.000000 Penalty: 5736.680176
	Iteration 87Q: 3 clusters Score -1.554488e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -15544899.000000 Penalty: 5736.680176
	Iteration 88Q: 3 clusters Score -1.55449e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -15544869.000000 Penalty: 5736.680176
	Iteration 89Q: 3 clusters Score -1.554487e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68337 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -15544865.000000 Penalty: 5736.680176
	Iteration 90Q: 3 clusters Score -1.554486e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -15544885.000000 Penalty: 5736.680176
	Iteration 91Q: 3 clusters Score -1.554488e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68684 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -15544904.000000 Penalty: 5736.680176
	Iteration 92Q: 3 clusters Score -1.55449e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -15544908.000000 Penalty: 5736.680176
	Iteration 93Q: 3 clusters Score -1.554491e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -15544942.000000 Penalty: 5736.680176
	Iteration 94Q: 3 clusters Score -1.554494e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -15544948.000000 Penalty: 5736.680176
	Iteration 95Q: 3 clusters Score -1.554495e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -15544967.000000 Penalty: 5736.680176
	Iteration 96Q: 3 clusters Score -1.554497e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -15544975.000000 Penalty: 5736.680176
	Iteration 97Q: 3 clusters Score -1.554498e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -15545003.000000 Penalty: 5736.680176
	Iteration 98Q: 3 clusters Score -1.5545e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69993 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -15545026.000000 Penalty: 5736.680176
	Iteration 99Q: 3 clusters Score -1.554503e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -15545020.000000 Penalty: 5736.680176
	Iteration 100F: 3 clusters Score -1.554502e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -15545036.000000 Penalty: 5736.680176
	Iteration 101Q: 3 clusters Score -1.554504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -15545022.000000 Penalty: 5736.680176
	Iteration 102Q: 3 clusters Score -1.554502e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -15545006.000000 Penalty: 5736.680176
	Iteration 103Q: 3 clusters Score -1.554501e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -15545002.000000 Penalty: 5736.680176
	Iteration 104Q: 3 clusters Score -1.5545e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71079 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -15545076.000000 Penalty: 5736.680176
	Iteration 105Q: 3 clusters Score -1.554508e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71296 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -15545073.000000 Penalty: 5736.680176
	Iteration 106Q: 3 clusters Score -1.554507e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -15545051.000000 Penalty: 5736.680176
	Iteration 107Q: 3 clusters Score -1.554505e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71796 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -15545049.000000 Penalty: 5736.680176
	Iteration 108Q: 3 clusters Score -1.554505e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -15545049.000000 Penalty: 5736.680176
	Iteration 109Q: 3 clusters Score -1.554505e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -15545073.000000 Penalty: 5736.680176
	Iteration 110Q: 3 clusters Score -1.554507e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -15545110.000000 Penalty: 5736.680176
	Iteration 111Q: 3 clusters Score -1.554511e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -15545129.000000 Penalty: 5736.680176
	Iteration 112Q: 3 clusters Score -1.554513e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -15545148.000000 Penalty: 5736.680176
	Iteration 113Q: 3 clusters Score -1.554515e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73655 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -15545207.000000 Penalty: 5736.680176
	Iteration 114Q: 3 clusters Score -1.554521e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -15545208.000000 Penalty: 5736.680176
	Iteration 115Q: 3 clusters Score -1.554521e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -15545251.000000 Penalty: 5736.680176
	Iteration 116Q: 3 clusters Score -1.554525e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -15545238.000000 Penalty: 5736.680176
	Iteration 117Q: 3 clusters Score -1.554524e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -15545262.000000 Penalty: 5736.680176
	Iteration 118Q: 3 clusters Score -1.554526e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -15545326.000000 Penalty: 5736.680176
	Iteration 119Q: 3 clusters Score -1.554533e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76264 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -15545361.000000 Penalty: 5736.680176
	Iteration 120F: 3 clusters Score -1.554536e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76710 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -15545421.000000 Penalty: 5736.680176
	Iteration 121Q: 3 clusters Score -1.554542e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -15545482.000000 Penalty: 5736.680176
	Iteration 122Q: 3 clusters Score -1.554548e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -15545596.000000 Penalty: 5736.680176
	Iteration 123Q: 3 clusters Score -1.55456e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -15545600.000000 Penalty: 5736.680176
	Iteration 124Q: 3 clusters Score -1.55456e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -15545632.000000 Penalty: 5736.680176
	Iteration 125Q: 3 clusters Score -1.554563e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -15545760.000000 Penalty: 5736.680176
	Iteration 126Q: 3 clusters Score -1.554576e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79981 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -15545795.000000 Penalty: 5736.680176
	Iteration 127Q: 3 clusters Score -1.55458e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80687 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -15545950.000000 Penalty: 5736.680176
	Iteration 128Q: 3 clusters Score -1.554595e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -15546087.000000 Penalty: 5736.680176
	Iteration 129Q: 3 clusters Score -1.554609e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -15546249.000000 Penalty: 5736.680176
	Iteration 130Q: 3 clusters Score -1.554625e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -15546492.000000 Penalty: 5736.680176
	Iteration 131Q: 3 clusters Score -1.554649e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -15546729.000000 Penalty: 5736.680176
	Iteration 132Q: 3 clusters Score -1.554673e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -15547024.000000 Penalty: 5736.680176
	Iteration 133Q: 3 clusters Score -1.554702e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -15547266.000000 Penalty: 5736.680176
	Iteration 134Q: 3 clusters Score -1.554727e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -15547561.000000 Penalty: 5736.680176
	Iteration 135Q: 3 clusters Score -1.554756e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -15547988.000000 Penalty: 5736.680176
	Iteration 136Q: 3 clusters Score -1.554799e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89852 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -15548565.000000 Penalty: 5736.680176
	Iteration 137Q: 3 clusters Score -1.554856e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91212 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -15549171.000000 Penalty: 5736.680176
	Iteration 138Q: 3 clusters Score -1.554917e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -15549922.000000 Penalty: 5736.680176
	Iteration 139Q: 3 clusters Score -1.554992e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -15550885.000000 Penalty: 5736.680176
	Iteration 140F: 3 clusters Score -1.555088e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95548 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -15551819.000000 Penalty: 5736.680176
	Iteration 141Q: 3 clusters Score -1.555182e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -15552497.000000 Penalty: 5736.680176
	Iteration 142Q: 3 clusters Score -1.55525e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97769 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -15553125.000000 Penalty: 5736.680176
	Iteration 143Q: 3 clusters Score -1.555312e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -15553547.000000 Penalty: 5736.680176
	Iteration 144Q: 3 clusters Score -1.555355e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99206 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -15553887.000000 Penalty: 5736.680176
	Iteration 145Q: 3 clusters Score -1.555389e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -15554134.000000 Penalty: 5736.680176
	Iteration 146Q: 3 clusters Score -1.555413e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -15554294.000000 Penalty: 5736.680176
	Iteration 147Q: 3 clusters Score -1.555429e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -15554423.000000 Penalty: 5736.680176
	Iteration 148Q: 3 clusters Score -1.555442e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100596 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -15554479.000000 Penalty: 5736.680176
	Iteration 149Q: 3 clusters Score -1.555448e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -15554528.000000 Penalty: 5736.680176
	Iteration 150Q: 3 clusters Score -1.555453e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -15554547.000000 Penalty: 5736.680176
	Iteration 151Q: 3 clusters Score -1.555455e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -15554588.000000 Penalty: 5736.680176
	Iteration 152Q: 3 clusters Score -1.555459e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -15554624.000000 Penalty: 5736.680176
	Iteration 153Q: 3 clusters Score -1.555462e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -15554643.000000 Penalty: 5736.680176
	Iteration 154Q: 3 clusters Score -1.555464e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -15554625.000000 Penalty: 5736.680176
	Iteration 155Q: 3 clusters Score -1.555462e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -15554670.000000 Penalty: 5736.680176
	Iteration 156Q: 3 clusters Score -1.555467e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101400 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -15554685.000000 Penalty: 5736.680176
	Iteration 157Q: 3 clusters Score -1.555468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101440 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -15554698.000000 Penalty: 5736.680176
	Iteration 158Q: 3 clusters Score -1.55547e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -15554713.000000 Penalty: 5736.680176
	Iteration 159Q: 3 clusters Score -1.555471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101497 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -15554709.000000 Penalty: 5736.680176
	Iteration 160F: 3 clusters Score -1.555471e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101524 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -15554705.000000 Penalty: 5736.680176
	Iteration 161Q: 3 clusters Score -1.55547e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101551 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -15554722.000000 Penalty: 5736.680176
	Iteration 162Q: 3 clusters Score -1.555472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101577 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -15554717.000000 Penalty: 5736.680176
	Iteration 163Q: 3 clusters Score -1.555472e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -15554721.000000 Penalty: 5736.680176
	Iteration 164Q: 3 clusters Score -1.555472e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101614 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -15554707.000000 Penalty: 5736.680176
	Iteration 165Q: 3 clusters Score -1.555471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101635 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -15554724.000000 Penalty: 5736.680176
	Iteration 166Q: 3 clusters Score -1.555472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101653 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -15554743.000000 Penalty: 5736.680176
	Iteration 167Q: 3 clusters Score -1.555474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -15554728.000000 Penalty: 5736.680176
	Iteration 168Q: 3 clusters Score -1.555473e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -15554738.000000 Penalty: 5736.680176
	Iteration 169Q: 3 clusters Score -1.555474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101716 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -15554736.000000 Penalty: 5736.680176
	Iteration 170Q: 3 clusters Score -1.555474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101728 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -15554751.000000 Penalty: 5736.680176
	Iteration 171Q: 3 clusters Score -1.555475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -15554758.000000 Penalty: 5736.680176
	Iteration 172Q: 3 clusters Score -1.555476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101748 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -15554755.000000 Penalty: 5736.680176
	Iteration 173Q: 3 clusters Score -1.555476e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -15554751.000000 Penalty: 5736.680176
	Iteration 174Q: 3 clusters Score -1.555475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101776 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -15554770.000000 Penalty: 5736.680176
	Iteration 175Q: 3 clusters Score -1.555477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101780 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -15554780.000000 Penalty: 5736.680176
	Iteration 176Q: 3 clusters Score -1.555478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -15554781.000000 Penalty: 5736.680176
	Iteration 177Q: 3 clusters Score -1.555478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101802 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -15554769.000000 Penalty: 5736.680176
	Iteration 178Q: 3 clusters Score -1.555477e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101810 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -15554766.000000 Penalty: 5736.680176
	Iteration 179Q: 3 clusters Score -1.555477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -15554777.000000 Penalty: 5736.680176
	Iteration 180F: 3 clusters Score -1.555478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101835 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -15554784.000000 Penalty: 5736.680176
	Iteration 181Q: 3 clusters Score -1.555478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -15554787.000000 Penalty: 5736.680176
	Iteration 182Q: 3 clusters Score -1.555479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -15554796.000000 Penalty: 5736.680176
	Iteration 183Q: 3 clusters Score -1.55548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101856 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -15554785.000000 Penalty: 5736.680176
	Iteration 184Q: 3 clusters Score -1.555478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -15554790.000000 Penalty: 5736.680176
	Iteration 185Q: 3 clusters Score -1.555479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -15554805.000000 Penalty: 5736.680176
	Iteration 186Q: 3 clusters Score -1.55548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101873 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -15554785.000000 Penalty: 5736.680176
	Iteration 187Q: 3 clusters Score -1.555478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101872 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -15554795.000000 Penalty: 5736.680176
	Iteration 188Q: 3 clusters Score -1.55548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101876 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -15554794.000000 Penalty: 5736.680176
	Iteration 189Q: 3 clusters Score -1.555479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -15554791.000000 Penalty: 5736.680176
	Iteration 190Q: 3 clusters Score -1.555479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101883 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -15554789.000000 Penalty: 5736.680176
	Iteration 191Q: 3 clusters Score -1.555479e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -15554777.000000 Penalty: 5736.680176
	Iteration 192Q: 3 clusters Score -1.555478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15554767.000000 Penalty: 5736.680176
	Iteration 193Q: 3 clusters Score -1.555477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -15554780.000000 Penalty: 5736.680176
	Iteration 194Q: 3 clusters Score -1.555478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15554782.000000 Penalty: 5736.680176
	Iteration 195Q: 3 clusters Score -1.555478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -15554784.000000 Penalty: 5736.680176
	Iteration 196Q: 3 clusters Score -1.555478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -15554787.000000 Penalty: 5736.680176
	Iteration 197Q: 3 clusters Score -1.555479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -15554786.000000 Penalty: 5736.680176
	Iteration 198Q: 3 clusters Score -1.555479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -15554786.000000 Penalty: 5736.680176
	Iteration 199F: 3 clusters Score -1.555479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -145403.468750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -145403.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143450.953125 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -143451 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143786.015625 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -143786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143942.500000 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -143942.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144106.515625 Penalty: 3462.117676
	Iteration 3F: 3 clusters Score -144106.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -144339.109375 Penalty: 3462.117676
	Iteration 4F: 3 clusters Score -144339.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144684.343750 Penalty: 3462.117676
	Iteration 5F: 3 clusters Score -144684.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -145217.625000 Penalty: 3462.117676
	Iteration 6F: 3 clusters Score -145217.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -146311.312500 Penalty: 3462.117676
	Iteration 7F: 3 clusters Score -146311.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146760.781250 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -146760.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -146875.968750 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -146876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -146903.859375 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -146903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146921.703125 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -146921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -146931.859375 Penalty: 3462.117676
	Iteration 12Q: 3 clusters Score -146931.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -146932.671875 Penalty: 3462.117676
	Iteration 13Q: 3 clusters Score -146932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -146932.671875 Penalty: 3462.117676
	Iteration 14F: 3 clusters Score -146932.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 19944 members 
Mstep: Class 49 contains 534 members 
Mstep: Class 50 contains 486 members 
Entering Unmasked Estep 
Score: -115050664.000000 Penalty: 168590.921875
Splitting cluster 44 changes total score from -115049600.000000 to -115050664.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 45 (153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Entering Unmasked Estep 
Score: -18995.824219 Penalty: 1247.548584
	Iteration 0F: 2 clusters Score -18995.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18365.498047 Penalty: 2495.097168
	Iteration 0F: 3 clusters Score -18365.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18443.617188 Penalty: 2495.097168
	Iteration 1F: 3 clusters Score -18443.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18483.066406 Penalty: 2495.097168
	Iteration 2Q: 3 clusters Score -18483.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18483.066406 Penalty: 2495.097168
	Iteration 3F: 3 clusters Score -18483.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97825.921875 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97825.92 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98120.453125 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98120.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98258.406250 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98258.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98364.234375 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -98364.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98511.750000 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98511.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98661.804688 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -98661.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98743.781250 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98743.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98794.765625 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98794.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98816.523438 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98816.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -98838.039062 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98838.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -98853.718750 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98853.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98859.406250 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98859.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98859.406250 Penalty: 3272.184082
	Iteration 12F: 3 clusters Score -98859.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -277932.406250 Penalty: 1890.663208
	Iteration 0F: 2 clusters Score -277932.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -275315.468750 Penalty: 3781.326416
	Iteration 0F: 3 clusters Score -275315.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -275937.343750 Penalty: 3781.326416
	Iteration 1F: 3 clusters Score -275937.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276220.312500 Penalty: 3781.326416
	Iteration 2F: 3 clusters Score -276220.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -276405.250000 Penalty: 3781.326416
	Iteration 3F: 3 clusters Score -276405.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276524.906250 Penalty: 3781.326416
	Iteration 4Q: 3 clusters Score -276524.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -276608.312500 Penalty: 3781.326416
	Iteration 5Q: 3 clusters Score -276608.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276697.156250 Penalty: 3781.326416
	Iteration 6Q: 3 clusters Score -276697.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -276759.093750 Penalty: 3781.326416
	Iteration 7Q: 3 clusters Score -276759.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276802.562500 Penalty: 3781.326416
	Iteration 8Q: 3 clusters Score -276802.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -276828.968750 Penalty: 3781.326416
	Iteration 9Q: 3 clusters Score -276829 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276850.375000 Penalty: 3781.326416
	Iteration 10Q: 3 clusters Score -276850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -276871.843750 Penalty: 3781.326416
	Iteration 11Q: 3 clusters Score -276871.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -276890.656250 Penalty: 3781.326416
	Iteration 12Q: 3 clusters Score -276890.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -276917.343750 Penalty: 3781.326416
	Iteration 13Q: 3 clusters Score -276917.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -276922.125000 Penalty: 3781.326416
	Iteration 14Q: 3 clusters Score -276922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -276926.437500 Penalty: 3781.326416
	Iteration 15Q: 3 clusters Score -276926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -276930.062500 Penalty: 3781.326416
	Iteration 16Q: 3 clusters Score -276930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -276934.312500 Penalty: 3781.326416
	Iteration 17Q: 3 clusters Score -276934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -276935.718750 Penalty: 3781.326416
	Iteration 18Q: 3 clusters Score -276935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276938.343750 Penalty: 3781.326416
	Iteration 19Q: 3 clusters Score -276938.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -276940.218750 Penalty: 3781.326416
	Iteration 20F: 3 clusters Score -276940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276945.031250 Penalty: 3781.326416
	Iteration 21Q: 3 clusters Score -276945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276949.343750 Penalty: 3781.326416
	Iteration 22Q: 3 clusters Score -276949.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276952.812500 Penalty: 3781.326416
	Iteration 23Q: 3 clusters Score -276952.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276954.562500 Penalty: 3781.326416
	Iteration 24Q: 3 clusters Score -276954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276955.906250 Penalty: 3781.326416
	Iteration 25Q: 3 clusters Score -276955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -276957.062500 Penalty: 3781.326416
	Iteration 26Q: 3 clusters Score -276957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -276958.750000 Penalty: 3781.326416
	Iteration 27Q: 3 clusters Score -276958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -276958.906250 Penalty: 3781.326416
	Iteration 28Q: 3 clusters Score -276958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -276958.906250 Penalty: 3781.326416
	Iteration 29F: 3 clusters Score -276958.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 16405 members 
Mstep: Class 4 contains 7639 members 
Mstep: Class 5 contains 35515 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 11849 members 
Mstep: Class 8 contains 20419 members 
Mstep: Class 9 contains 31748 members 
Mstep: Class 10 contains 13730 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 32050 members 
Mstep: Class 13 contains 492 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 57475 members 
Mstep: Class 16 contains 10501 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 10608 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19257 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 28604 members 
Mstep: Class 30 contains 9937 members 
Mstep: Class 31 contains 98145 members 
Mstep: Class 32 contains 530 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5500 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 79785 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5206 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28794 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105439 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 153 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051800.000000 Penalty: 168590.921875
Iteration 159Q: 51 clusters Score -1.150518e+08 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 7687 members 
Mstep: Class 5 contains 35546 members 
Mstep: Class 6 contains 27130 members 
Mstep: Class 7 contains 11847 members 
Mstep: Class 8 contains 20394 members 
Mstep: Class 9 contains 31819 members 
Mstep: Class 10 contains 13510 members 
Mstep: Class 11 contains 9192 members 
Mstep: Class 12 contains 32126 members 
Mstep: Class 13 contains 493 members 
Mstep: Class 14 contains 15582 members 
Mstep: Class 15 contains 57635 members 
Mstep: Class 16 contains 10475 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 6587 members 
Mstep: Class 22 contains 8553 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 19256 members 
Mstep: Class 25 contains 4122 members 
Mstep: Class 26 contains 8064 members 
Mstep: Class 27 contains 2464 members 
Mstep: Class 28 contains 7432 members 
Mstep: Class 29 contains 28828 members 
Mstep: Class 30 contains 10176 members 
Mstep: Class 31 contains 98139 members 
Mstep: Class 32 contains 532 members 
Mstep: Class 33 contains 6242 members 
Mstep: Class 34 contains 5497 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 79884 members 
Mstep: Class 37 contains 2866 members 
Mstep: Class 38 contains 5212 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 28915 members 
Mstep: Class 41 contains 11195 members 
Mstep: Class 42 contains 2105 members 
Mstep: Class 43 contains 105571 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 152 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 19317 members 
Mstep: Class 49 contains 530 members 
Mstep: Class 50 contains 486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053400.000000 Penalty: 168590.921875
Iteration 160F: 51 clusters Score -1.150534e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 16401 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 35566 members 
Mstep: Class 6 contains 26983 members 
Mstep: Class 7 contains 11846 members 
Mstep: Class 8 contains 20260 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 13318 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 32158 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 15419 members 
Mstep: Class 15 contains 57639 members 
Mstep: Class 16 contains 10421 members 
Mstep: Class 17 contains 5997 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 10598 members 
Mstep: Class 21 contains 6564 members 
Mstep: Class 22 contains 8511 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 19255 members 
Mstep: Class 25 contains 4131 members 
Mstep: Class 26 contains 7998 members 
Mstep: Class 27 contains 2420 members 
Mstep: Class 28 contains 7526 members 
Mstep: Class 29 contains 29032 members 
Mstep: Class 30 contains 10409 members 
Mstep: Class 31 contains 98130 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 6241 members 
Mstep: Class 34 contains 5490 members 
Mstep: Class 35 contains 169 members 
Mstep: Class 36 contains 79898 members 
Mstep: Class 37 contains 2863 members 
Mstep: Class 38 contains 5222 members 
Mstep: Class 39 contains 3114 members 
Mstep: Class 40 contains 29023 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 105395 members 
Mstep: Class 44 contains 589 members 
Mstep: Class 45 contains 155 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 19717 members 
Mstep: Class 49 contains 631 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055152.000000 Penalty: 168590.921875
Iteration 161Q: 51 clusters Score -1.150552e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 5746 members 
Mstep: Class 3 contains 16420 members 
Mstep: Class 4 contains 7698 members 
Mstep: Class 5 contains 35590 members 
Mstep: Class 6 contains 26807 members 
Mstep: Class 7 contains 11827 members 
Mstep: Class 8 contains 20159 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 13152 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 32176 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 15236 members 
Mstep: Class 15 contains 57669 members 
Mstep: Class 16 contains 10383 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8555 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 8474 members 
Mstep: Class 23 contains 3051 members 
Mstep: Class 24 contains 19261 members 
Mstep: Class 25 contains 4136 members 
Mstep: Class 26 contains 7923 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 7597 members 
Mstep: Class 29 contains 29232 members 
Mstep: Class 30 contains 10633 members 
Mstep: Class 31 contains 98094 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6239 members 
Mstep: Class 34 contains 5484 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 79910 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5230 members 
Mstep: Class 39 contains 3115 members 
Mstep: Class 40 contains 29154 members 
Mstep: Class 41 contains 11155 members 
Mstep: Class 42 contains 2053 members 
Mstep: Class 43 contains 105275 members 
Mstep: Class 44 contains 590 members 
Mstep: Class 45 contains 155 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 19940 members 
Mstep: Class 49 contains 692 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056320.000000 Penalty: 168590.921875
Iteration 162Q: 51 clusters Score -1.150563e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 5743 members 
Mstep: Class 3 contains 16435 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 35610 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 11814 members 
Mstep: Class 8 contains 20043 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 13025 members 
Mstep: Class 11 contains 8926 members 
Mstep: Class 12 contains 32179 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 15045 members 
Mstep: Class 15 contains 57730 members 
Mstep: Class 16 contains 10343 members 
Mstep: Class 17 contains 5948 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 20 contains 10571 members 
Mstep: Class 21 contains 6556 members 
Mstep: Class 22 contains 8449 members 
Mstep: Class 23 contains 3043 members 
Mstep: Class 24 contains 19262 members 
Mstep: Class 25 contains 4132 members 
Mstep: Class 26 contains 7840 members 
Mstep: Class 27 contains 2364 members 
Mstep: Class 28 contains 7656 members 
Mstep: Class 29 contains 29452 members 
Mstep: Class 30 contains 10814 members 
Mstep: Class 31 contains 98054 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6237 members 
Mstep: Class 34 contains 5480 members 
Mstep: Class 35 contains 165 members 
Mstep: Class 36 contains 79920 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 5234 members 
Mstep: Class 39 contains 3117 members 
Mstep: Class 40 contains 29299 members 
Mstep: Class 41 contains 11142 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 105168 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 163 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 20127 members 
Mstep: Class 49 contains 741 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057288.000000 Penalty: 168590.921875
Iteration 163Q: 51 clusters Score -1.150573e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 16452 members 
Mstep: Class 4 contains 7720 members 
Mstep: Class 5 contains 35633 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11802 members 
Mstep: Class 8 contains 19953 members 
Mstep: Class 9 contains 32054 members 
Mstep: Class 10 contains 12925 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 32164 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 14845 members 
Mstep: Class 15 contains 57803 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 10559 members 
Mstep: Class 21 contains 6555 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 19258 members 
Mstep: Class 25 contains 4139 members 
Mstep: Class 26 contains 7753 members 
Mstep: Class 27 contains 2358 members 
Mstep: Class 28 contains 7730 members 
Mstep: Class 29 contains 29658 members 
Mstep: Class 30 contains 10965 members 
Mstep: Class 31 contains 98020 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6236 members 
Mstep: Class 34 contains 5471 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 79956 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 5240 members 
Mstep: Class 39 contains 3119 members 
Mstep: Class 40 contains 29410 members 
Mstep: Class 41 contains 11132 members 
Mstep: Class 42 contains 2053 members 
Mstep: Class 43 contains 105117 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 166 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 20257 members 
Mstep: Class 49 contains 774 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057736.000000 Penalty: 168590.921875
Iteration 164Q: 51 clusters Score -1.150577e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5739 members 
Mstep: Class 3 contains 16474 members 
Mstep: Class 4 contains 7736 members 
Mstep: Class 5 contains 35660 members 
Mstep: Class 6 contains 26268 members 
Mstep: Class 7 contains 11790 members 
Mstep: Class 8 contains 19873 members 
Mstep: Class 9 contains 32105 members 
Mstep: Class 10 contains 12849 members 
Mstep: Class 11 contains 8777 members 
Mstep: Class 12 contains 32148 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 14650 members 
Mstep: Class 15 contains 57869 members 
Mstep: Class 16 contains 10282 members 
Mstep: Class 17 contains 5907 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3034 members 
Mstep: Class 24 contains 19245 members 
Mstep: Class 25 contains 4151 members 
Mstep: Class 26 contains 7686 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 7812 members 
Mstep: Class 29 contains 29841 members 
Mstep: Class 30 contains 11087 members 
Mstep: Class 31 contains 97986 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6236 members 
Mstep: Class 34 contains 5449 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 79970 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 5247 members 
Mstep: Class 39 contains 3121 members 
Mstep: Class 40 contains 29500 members 
Mstep: Class 41 contains 11124 members 
Mstep: Class 42 contains 2052 members 
Mstep: Class 43 contains 105075 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 20398 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057912.000000 Penalty: 168590.921875
Iteration 165Q: 51 clusters Score -1.150579e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5737 members 
Mstep: Class 3 contains 16495 members 
Mstep: Class 4 contains 7745 members 
Mstep: Class 5 contains 35681 members 
Mstep: Class 6 contains 26106 members 
Mstep: Class 7 contains 11782 members 
Mstep: Class 8 contains 19790 members 
Mstep: Class 9 contains 32140 members 
Mstep: Class 10 contains 12771 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 32135 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 14429 members 
Mstep: Class 15 contains 57940 members 
Mstep: Class 16 contains 10250 members 
Mstep: Class 17 contains 5892 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8545 members 
Mstep: Class 20 contains 10521 members 
Mstep: Class 21 contains 6536 members 
Mstep: Class 22 contains 8404 members 
Mstep: Class 23 contains 3033 members 
Mstep: Class 24 contains 19237 members 
Mstep: Class 25 contains 4149 members 
Mstep: Class 26 contains 7632 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 7893 members 
Mstep: Class 29 contains 30049 members 
Mstep: Class 30 contains 11202 members 
Mstep: Class 31 contains 97962 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6236 members 
Mstep: Class 34 contains 5436 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 79979 members 
Mstep: Class 37 contains 2865 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 3123 members 
Mstep: Class 40 contains 29612 members 
Mstep: Class 41 contains 11117 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 105055 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 20500 members 
Mstep: Class 49 contains 814 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058560.000000 Penalty: 168590.921875
Iteration 166Q: 51 clusters Score -1.150586e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 16515 members 
Mstep: Class 4 contains 7750 members 
Mstep: Class 5 contains 35701 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 11774 members 
Mstep: Class 8 contains 19672 members 
Mstep: Class 9 contains 32189 members 
Mstep: Class 10 contains 12714 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 32101 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 14186 members 
Mstep: Class 15 contains 58008 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8541 members 
Mstep: Class 20 contains 10502 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 8394 members 
Mstep: Class 23 contains 3031 members 
Mstep: Class 24 contains 19234 members 
Mstep: Class 25 contains 4152 members 
Mstep: Class 26 contains 7590 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 7980 members 
Mstep: Class 29 contains 30255 members 
Mstep: Class 30 contains 11287 members 
Mstep: Class 31 contains 97944 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 6235 members 
Mstep: Class 34 contains 5423 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 79994 members 
Mstep: Class 37 contains 2867 members 
Mstep: Class 38 contains 5259 members 
Mstep: Class 39 contains 3126 members 
Mstep: Class 40 contains 29693 members 
Mstep: Class 41 contains 11107 members 
Mstep: Class 42 contains 2056 members 
Mstep: Class 43 contains 105147 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2036 members 
Mstep: Class 48 contains 20620 members 
Mstep: Class 49 contains 827 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059032.000000 Penalty: 168590.921875
Iteration 167Q: 51 clusters Score -1.15059e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 5729 members 
Mstep: Class 3 contains 16533 members 
Mstep: Class 4 contains 7773 members 
Mstep: Class 5 contains 35707 members 
Mstep: Class 6 contains 25696 members 
Mstep: Class 7 contains 11768 members 
Mstep: Class 8 contains 19561 members 
Mstep: Class 9 contains 32215 members 
Mstep: Class 10 contains 12647 members 
Mstep: Class 11 contains 8581 members 
Mstep: Class 12 contains 32086 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 58075 members 
Mstep: Class 16 contains 10202 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 8539 members 
Mstep: Class 20 contains 10491 members 
Mstep: Class 21 contains 6515 members 
Mstep: Class 22 contains 8391 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 19235 members 
Mstep: Class 25 contains 4157 members 
Mstep: Class 26 contains 7543 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 30471 members 
Mstep: Class 30 contains 11370 members 
Mstep: Class 31 contains 97927 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 6232 members 
Mstep: Class 34 contains 5406 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80003 members 
Mstep: Class 37 contains 2870 members 
Mstep: Class 38 contains 5254 members 
Mstep: Class 39 contains 3129 members 
Mstep: Class 40 contains 29754 members 
Mstep: Class 41 contains 11106 members 
Mstep: Class 42 contains 2053 members 
Mstep: Class 43 contains 105279 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2036 members 
Mstep: Class 48 contains 20700 members 
Mstep: Class 49 contains 839 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059136.000000 Penalty: 168590.921875
Iteration 168Q: 51 clusters Score -1.150591e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 16550 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 35721 members 
Mstep: Class 6 contains 25546 members 
Mstep: Class 7 contains 11763 members 
Mstep: Class 8 contains 19461 members 
Mstep: Class 9 contains 32225 members 
Mstep: Class 10 contains 12579 members 
Mstep: Class 11 contains 8529 members 
Mstep: Class 12 contains 32073 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 13709 members 
Mstep: Class 15 contains 58152 members 
Mstep: Class 16 contains 10178 members 
Mstep: Class 17 contains 5823 members 
Mstep: Class 18 contains 942 members 
Mstep: Class 19 contains 8535 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 6507 members 
Mstep: Class 22 contains 8388 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 19246 members 
Mstep: Class 25 contains 4159 members 
Mstep: Class 26 contains 7512 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8109 members 
Mstep: Class 29 contains 30664 members 
Mstep: Class 30 contains 11437 members 
Mstep: Class 31 contains 97913 members 
Mstep: Class 32 contains 536 members 
Mstep: Class 33 contains 6232 members 
Mstep: Class 34 contains 5398 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80040 members 
Mstep: Class 37 contains 2871 members 
Mstep: Class 38 contains 5245 members 
Mstep: Class 39 contains 3130 members 
Mstep: Class 40 contains 29825 members 
Mstep: Class 41 contains 11103 members 
Mstep: Class 42 contains 2051 members 
Mstep: Class 43 contains 105344 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2038 members 
Mstep: Class 48 contains 20756 members 
Mstep: Class 49 contains 846 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059376.000000 Penalty: 168590.921875
Iteration 169Q: 51 clusters Score -1.150594e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5727 members 
Mstep: Class 3 contains 16558 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 5 contains 35758 members 
Mstep: Class 6 contains 25381 members 
Mstep: Class 7 contains 11760 members 
Mstep: Class 8 contains 19357 members 
Mstep: Class 9 contains 32247 members 
Mstep: Class 10 contains 12526 members 
Mstep: Class 11 contains 8489 members 
Mstep: Class 12 contains 32061 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 13465 members 
Mstep: Class 15 contains 58223 members 
Mstep: Class 16 contains 10155 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 8533 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 8381 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 19251 members 
Mstep: Class 25 contains 4161 members 
Mstep: Class 26 contains 7466 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8171 members 
Mstep: Class 29 contains 30847 members 
Mstep: Class 30 contains 11511 members 
Mstep: Class 31 contains 97899 members 
Mstep: Class 32 contains 536 members 
Mstep: Class 33 contains 6232 members 
Mstep: Class 34 contains 5391 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80073 members 
Mstep: Class 37 contains 2872 members 
Mstep: Class 38 contains 5241 members 
Mstep: Class 39 contains 3132 members 
Mstep: Class 40 contains 29871 members 
Mstep: Class 41 contains 11109 members 
Mstep: Class 42 contains 2053 members 
Mstep: Class 43 contains 105431 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 20820 members 
Mstep: Class 49 contains 846 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059664.000000 Penalty: 168590.921875
Iteration 170Q: 51 clusters Score -1.150597e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 5725 members 
Mstep: Class 3 contains 16570 members 
Mstep: Class 4 contains 7843 members 
Mstep: Class 5 contains 35799 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 11754 members 
Mstep: Class 8 contains 19259 members 
Mstep: Class 9 contains 32235 members 
Mstep: Class 10 contains 12481 members 
Mstep: Class 11 contains 8454 members 
Mstep: Class 12 contains 32056 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 13217 members 
Mstep: Class 15 contains 58294 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 8534 members 
Mstep: Class 20 contains 10455 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 8388 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 19246 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 7428 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8252 members 
Mstep: Class 29 contains 31020 members 
Mstep: Class 30 contains 11579 members 
Mstep: Class 31 contains 97876 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 6231 members 
Mstep: Class 34 contains 5394 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80102 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 3133 members 
Mstep: Class 40 contains 29904 members 
Mstep: Class 41 contains 11107 members 
Mstep: Class 42 contains 2056 members 
Mstep: Class 43 contains 105452 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 20897 members 
Mstep: Class 49 contains 847 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059920.000000 Penalty: 168590.921875
Iteration 171Q: 51 clusters Score -1.150599e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 16588 members 
Mstep: Class 4 contains 7855 members 
Mstep: Class 5 contains 35844 members 
Mstep: Class 6 contains 25247 members 
Mstep: Class 7 contains 11752 members 
Mstep: Class 8 contains 19160 members 
Mstep: Class 9 contains 32232 members 
Mstep: Class 10 contains 12441 members 
Mstep: Class 11 contains 8421 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 12954 members 
Mstep: Class 15 contains 58379 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 5778 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8534 members 
Mstep: Class 20 contains 10443 members 
Mstep: Class 21 contains 6450 members 
Mstep: Class 22 contains 8391 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 19243 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 7393 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 8346 members 
Mstep: Class 29 contains 31196 members 
Mstep: Class 30 contains 11620 members 
Mstep: Class 31 contains 97846 members 
Mstep: Class 32 contains 539 members 
Mstep: Class 33 contains 6231 members 
Mstep: Class 34 contains 5396 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 5229 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29945 members 
Mstep: Class 41 contains 11092 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 105458 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 20973 members 
Mstep: Class 49 contains 850 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060568.000000 Penalty: 168590.921875
Iteration 172Q: 51 clusters Score -1.150606e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 16595 members 
Mstep: Class 4 contains 7867 members 
Mstep: Class 5 contains 35876 members 
Mstep: Class 6 contains 25255 members 
Mstep: Class 7 contains 11751 members 
Mstep: Class 8 contains 19072 members 
Mstep: Class 9 contains 32215 members 
Mstep: Class 10 contains 12403 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 32014 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 12700 members 
Mstep: Class 15 contains 58456 members 
Mstep: Class 16 contains 10089 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8534 members 
Mstep: Class 20 contains 10438 members 
Mstep: Class 21 contains 6428 members 
Mstep: Class 22 contains 8392 members 
Mstep: Class 23 contains 3030 members 
Mstep: Class 24 contains 19242 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 7363 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8444 members 
Mstep: Class 29 contains 31377 members 
Mstep: Class 30 contains 11682 members 
Mstep: Class 31 contains 97813 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6230 members 
Mstep: Class 34 contains 5395 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80151 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5230 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 29974 members 
Mstep: Class 41 contains 11085 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 105416 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 21021 members 
Mstep: Class 49 contains 852 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061000.000000 Penalty: 168590.921875
Iteration 173Q: 51 clusters Score -1.15061e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 5723 members 
Mstep: Class 3 contains 16606 members 
Mstep: Class 4 contains 7871 members 
Mstep: Class 5 contains 35913 members 
Mstep: Class 6 contains 25298 members 
Mstep: Class 7 contains 11751 members 
Mstep: Class 8 contains 19006 members 
Mstep: Class 9 contains 32213 members 
Mstep: Class 10 contains 12348 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 32003 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 12448 members 
Mstep: Class 15 contains 58540 members 
Mstep: Class 16 contains 10056 members 
Mstep: Class 17 contains 5730 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8535 members 
Mstep: Class 20 contains 10428 members 
Mstep: Class 21 contains 6407 members 
Mstep: Class 22 contains 8385 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 19239 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 7332 members 
Mstep: Class 27 contains 2339 members 
Mstep: Class 28 contains 8538 members 
Mstep: Class 29 contains 31572 members 
Mstep: Class 30 contains 11753 members 
Mstep: Class 31 contains 97787 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6230 members 
Mstep: Class 34 contains 5396 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80182 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5236 members 
Mstep: Class 39 contains 3135 members 
Mstep: Class 40 contains 30013 members 
Mstep: Class 41 contains 11079 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 105300 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21060 members 
Mstep: Class 49 contains 856 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061144.000000 Penalty: 168590.921875
Iteration 174Q: 51 clusters Score -1.150611e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 16621 members 
Mstep: Class 4 contains 7878 members 
Mstep: Class 5 contains 35949 members 
Mstep: Class 6 contains 25342 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 18937 members 
Mstep: Class 9 contains 32199 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 15 contains 58628 members 
Mstep: Class 16 contains 10028 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8535 members 
Mstep: Class 20 contains 10410 members 
Mstep: Class 21 contains 6387 members 
Mstep: Class 22 contains 8382 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 19246 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 7302 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8608 members 
Mstep: Class 29 contains 31793 members 
Mstep: Class 30 contains 11812 members 
Mstep: Class 31 contains 97764 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6230 members 
Mstep: Class 34 contains 5400 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80217 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5245 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30075 members 
Mstep: Class 41 contains 11069 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 105144 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21102 members 
Mstep: Class 49 contains 860 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061560.000000 Penalty: 168590.921875
Iteration 175Q: 51 clusters Score -1.150616e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5720 members 
Mstep: Class 3 contains 16629 members 
Mstep: Class 4 contains 7891 members 
Mstep: Class 5 contains 35972 members 
Mstep: Class 6 contains 25393 members 
Mstep: Class 7 contains 11747 members 
Mstep: Class 8 contains 18886 members 
Mstep: Class 9 contains 32171 members 
Mstep: Class 10 contains 12255 members 
Mstep: Class 11 contains 8340 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11997 members 
Mstep: Class 15 contains 58718 members 
Mstep: Class 16 contains 10006 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 20 contains 10400 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 19259 members 
Mstep: Class 25 contains 4179 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8649 members 
Mstep: Class 29 contains 32000 members 
Mstep: Class 30 contains 11875 members 
Mstep: Class 31 contains 97741 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6230 members 
Mstep: Class 34 contains 5392 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80238 members 
Mstep: Class 37 contains 2878 members 
Mstep: Class 38 contains 5252 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30129 members 
Mstep: Class 41 contains 11059 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 104990 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21138 members 
Mstep: Class 49 contains 861 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061616.000000 Penalty: 168590.921875
Iteration 176Q: 51 clusters Score -1.150616e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 5719 members 
Mstep: Class 3 contains 16634 members 
Mstep: Class 4 contains 7897 members 
Mstep: Class 5 contains 35998 members 
Mstep: Class 6 contains 25425 members 
Mstep: Class 7 contains 11745 members 
Mstep: Class 8 contains 18855 members 
Mstep: Class 9 contains 32142 members 
Mstep: Class 10 contains 12235 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 31963 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11821 members 
Mstep: Class 15 contains 58802 members 
Mstep: Class 16 contains 9985 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8537 members 
Mstep: Class 20 contains 10391 members 
Mstep: Class 21 contains 6365 members 
Mstep: Class 22 contains 8386 members 
Mstep: Class 23 contains 3026 members 
Mstep: Class 24 contains 19264 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 7257 members 
Mstep: Class 27 contains 2337 members 
Mstep: Class 28 contains 8693 members 
Mstep: Class 29 contains 32223 members 
Mstep: Class 30 contains 11925 members 
Mstep: Class 31 contains 97722 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6227 members 
Mstep: Class 34 contains 5391 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80262 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 5259 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30168 members 
Mstep: Class 41 contains 11047 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 104782 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21171 members 
Mstep: Class 49 contains 862 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061760.000000 Penalty: 168590.921875
Iteration 177Q: 51 clusters Score -1.150618e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5718 members 
Mstep: Class 3 contains 16641 members 
Mstep: Class 4 contains 7898 members 
Mstep: Class 5 contains 36006 members 
Mstep: Class 6 contains 25477 members 
Mstep: Class 7 contains 11741 members 
Mstep: Class 8 contains 18821 members 
Mstep: Class 9 contains 32114 members 
Mstep: Class 10 contains 12209 members 
Mstep: Class 11 contains 8293 members 
Mstep: Class 12 contains 31952 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11651 members 
Mstep: Class 15 contains 58872 members 
Mstep: Class 16 contains 9966 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8535 members 
Mstep: Class 20 contains 10386 members 
Mstep: Class 21 contains 6349 members 
Mstep: Class 22 contains 8384 members 
Mstep: Class 23 contains 3028 members 
Mstep: Class 24 contains 19279 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 7254 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8735 members 
Mstep: Class 29 contains 32444 members 
Mstep: Class 30 contains 11974 members 
Mstep: Class 31 contains 97707 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5405 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80291 members 
Mstep: Class 37 contains 2882 members 
Mstep: Class 38 contains 5271 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30195 members 
Mstep: Class 41 contains 11035 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 104580 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21194 members 
Mstep: Class 49 contains 862 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061896.000000 Penalty: 168590.921875
Iteration 178Q: 51 clusters Score -1.150619e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 4 contains 7907 members 
Mstep: Class 5 contains 36015 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 18813 members 
Mstep: Class 9 contains 32071 members 
Mstep: Class 10 contains 12197 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 31945 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11506 members 
Mstep: Class 15 contains 58956 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 5671 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8533 members 
Mstep: Class 20 contains 10373 members 
Mstep: Class 21 contains 6346 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 23 contains 3029 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 4171 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8759 members 
Mstep: Class 29 contains 32671 members 
Mstep: Class 30 contains 12017 members 
Mstep: Class 31 contains 97685 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5407 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80319 members 
Mstep: Class 37 contains 2882 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30205 members 
Mstep: Class 41 contains 11033 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 104351 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21220 members 
Mstep: Class 49 contains 862 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062016.000000 Penalty: 168590.921875
Iteration 179Q: 51 clusters Score -1.15062e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 16645 members 
Mstep: Class 4 contains 7909 members 
Mstep: Class 5 contains 36022 members 
Mstep: Class 6 contains 25584 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 18796 members 
Mstep: Class 9 contains 32015 members 
Mstep: Class 10 contains 12183 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 31946 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11394 members 
Mstep: Class 15 contains 59024 members 
Mstep: Class 16 contains 9948 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 20 contains 10363 members 
Mstep: Class 21 contains 6336 members 
Mstep: Class 22 contains 8380 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 19288 members 
Mstep: Class 25 contains 4172 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8800 members 
Mstep: Class 29 contains 32918 members 
Mstep: Class 30 contains 12050 members 
Mstep: Class 31 contains 97663 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5410 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80344 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30218 members 
Mstep: Class 41 contains 11028 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 104113 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21249 members 
Mstep: Class 49 contains 862 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062736.000000 Penalty: 168590.921875
Iteration 180F: 51 clusters Score -1.150627e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5715 members 
Mstep: Class 3 contains 16650 members 
Mstep: Class 4 contains 7914 members 
Mstep: Class 5 contains 36027 members 
Mstep: Class 6 contains 25648 members 
Mstep: Class 7 contains 11733 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 31933 members 
Mstep: Class 10 contains 12164 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 31943 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 59069 members 
Mstep: Class 16 contains 9936 members 
Mstep: Class 17 contains 5633 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 10352 members 
Mstep: Class 21 contains 6328 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 19297 members 
Mstep: Class 25 contains 4170 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 2338 members 
Mstep: Class 28 contains 8821 members 
Mstep: Class 29 contains 33168 members 
Mstep: Class 30 contains 12086 members 
Mstep: Class 31 contains 97647 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5406 members 
Mstep: Class 35 contains 169 members 
Mstep: Class 36 contains 80362 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 5288 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30245 members 
Mstep: Class 41 contains 11026 members 
Mstep: Class 42 contains 2062 members 
Mstep: Class 43 contains 103889 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 169 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21276 members 
Mstep: Class 49 contains 862 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063088.000000 Penalty: 168590.921875
Iteration 181Q: 51 clusters Score -1.150631e+08 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 5714 members 
Mstep: Class 3 contains 16655 members 
Mstep: Class 4 contains 7919 members 
Mstep: Class 5 contains 36046 members 
Mstep: Class 6 contains 25706 members 
Mstep: Class 7 contains 11732 members 
Mstep: Class 8 contains 18756 members 
Mstep: Class 9 contains 31842 members 
Mstep: Class 10 contains 12157 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 31944 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11194 members 
Mstep: Class 15 contains 59111 members 
Mstep: Class 16 contains 9922 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 10332 members 
Mstep: Class 21 contains 6325 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 19299 members 
Mstep: Class 25 contains 4168 members 
Mstep: Class 26 contains 7227 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8830 members 
Mstep: Class 29 contains 33415 members 
Mstep: Class 30 contains 12123 members 
Mstep: Class 31 contains 97637 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5402 members 
Mstep: Class 35 contains 165 members 
Mstep: Class 36 contains 80373 members 
Mstep: Class 37 contains 2881 members 
Mstep: Class 38 contains 5293 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30268 members 
Mstep: Class 41 contains 11022 members 
Mstep: Class 42 contains 2062 members 
Mstep: Class 43 contains 103676 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 168 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 869 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115063808.000000 Penalty: 168590.921875
Iteration 182Q: 51 clusters Score -1.150638e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 16656 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 36059 members 
Mstep: Class 6 contains 25776 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 18735 members 
Mstep: Class 9 contains 31743 members 
Mstep: Class 10 contains 12150 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 31945 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 59152 members 
Mstep: Class 16 contains 9906 members 
Mstep: Class 17 contains 5607 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8530 members 
Mstep: Class 20 contains 10303 members 
Mstep: Class 21 contains 6312 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 19303 members 
Mstep: Class 25 contains 4164 members 
Mstep: Class 26 contains 7223 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8847 members 
Mstep: Class 29 contains 33702 members 
Mstep: Class 30 contains 12156 members 
Mstep: Class 31 contains 97623 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5405 members 
Mstep: Class 35 contains 161 members 
Mstep: Class 36 contains 80386 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 5296 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30287 members 
Mstep: Class 41 contains 11018 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 103408 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21317 members 
Mstep: Class 49 contains 874 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064144.000000 Penalty: 168590.921875
Iteration 183Q: 51 clusters Score -1.150641e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 16656 members 
Mstep: Class 4 contains 7947 members 
Mstep: Class 5 contains 36070 members 
Mstep: Class 6 contains 25850 members 
Mstep: Class 7 contains 11729 members 
Mstep: Class 8 contains 18708 members 
Mstep: Class 9 contains 31622 members 
Mstep: Class 10 contains 12144 members 
Mstep: Class 11 contains 8223 members 
Mstep: Class 12 contains 31946 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 59196 members 
Mstep: Class 16 contains 9884 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 10284 members 
Mstep: Class 21 contains 6300 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 19312 members 
Mstep: Class 25 contains 4169 members 
Mstep: Class 26 contains 7215 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 34016 members 
Mstep: Class 30 contains 12203 members 
Mstep: Class 31 contains 97607 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5409 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80392 members 
Mstep: Class 37 contains 2875 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30311 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 103133 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2046 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 881 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064216.000000 Penalty: 168590.921875
Iteration 184Q: 51 clusters Score -1.150642e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 5713 members 
Mstep: Class 3 contains 16661 members 
Mstep: Class 4 contains 7952 members 
Mstep: Class 5 contains 36072 members 
Mstep: Class 6 contains 25933 members 
Mstep: Class 7 contains 11730 members 
Mstep: Class 8 contains 18693 members 
Mstep: Class 9 contains 31473 members 
Mstep: Class 10 contains 12149 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 31949 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10904 members 
Mstep: Class 15 contains 59223 members 
Mstep: Class 16 contains 9870 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 20 contains 10264 members 
Mstep: Class 21 contains 6287 members 
Mstep: Class 22 contains 8369 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 19319 members 
Mstep: Class 25 contains 4175 members 
Mstep: Class 26 contains 7211 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8838 members 
Mstep: Class 29 contains 34335 members 
Mstep: Class 30 contains 12236 members 
Mstep: Class 31 contains 97601 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5412 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80387 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 5296 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30317 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2055 members 
Mstep: Class 43 contains 102875 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21344 members 
Mstep: Class 49 contains 887 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064192.000000 Penalty: 168590.921875
Iteration 185Q: 51 clusters Score -1.150642e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 5712 members 
Mstep: Class 3 contains 16658 members 
Mstep: Class 4 contains 7955 members 
Mstep: Class 5 contains 36076 members 
Mstep: Class 6 contains 26011 members 
Mstep: Class 7 contains 11729 members 
Mstep: Class 8 contains 18677 members 
Mstep: Class 9 contains 31311 members 
Mstep: Class 10 contains 12154 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 31946 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10817 members 
Mstep: Class 15 contains 59254 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8524 members 
Mstep: Class 20 contains 10241 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 22 contains 8368 members 
Mstep: Class 23 contains 3043 members 
Mstep: Class 24 contains 19331 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 7209 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8836 members 
Mstep: Class 29 contains 34662 members 
Mstep: Class 30 contains 12267 members 
Mstep: Class 31 contains 97600 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5415 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80388 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5290 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30338 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2054 members 
Mstep: Class 43 contains 102617 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21354 members 
Mstep: Class 49 contains 889 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064384.000000 Penalty: 168590.921875
Iteration 186Q: 51 clusters Score -1.150644e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 16656 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 36080 members 
Mstep: Class 6 contains 26065 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 18664 members 
Mstep: Class 9 contains 31141 members 
Mstep: Class 10 contains 12147 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 31947 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10743 members 
Mstep: Class 15 contains 59298 members 
Mstep: Class 16 contains 9843 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 10228 members 
Mstep: Class 21 contains 6286 members 
Mstep: Class 22 contains 8364 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 19341 members 
Mstep: Class 25 contains 4183 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8851 members 
Mstep: Class 29 contains 34992 members 
Mstep: Class 30 contains 12295 members 
Mstep: Class 31 contains 97596 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5415 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80394 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30336 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 102382 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21358 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064168.000000 Penalty: 168590.921875
Iteration 187Q: 51 clusters Score -1.150642e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 16653 members 
Mstep: Class 4 contains 7957 members 
Mstep: Class 5 contains 36088 members 
Mstep: Class 6 contains 26116 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 18664 members 
Mstep: Class 9 contains 30946 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 11 contains 8213 members 
Mstep: Class 12 contains 31954 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10681 members 
Mstep: Class 15 contains 59346 members 
Mstep: Class 16 contains 9826 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 940 members 
Mstep: Class 19 contains 8518 members 
Mstep: Class 20 contains 10203 members 
Mstep: Class 21 contains 6277 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 3041 members 
Mstep: Class 24 contains 19346 members 
Mstep: Class 25 contains 4177 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8856 members 
Mstep: Class 29 contains 35345 members 
Mstep: Class 30 contains 12325 members 
Mstep: Class 31 contains 97591 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5413 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80393 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30330 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2057 members 
Mstep: Class 43 contains 102142 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21360 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064480.000000 Penalty: 168590.921875
Iteration 188Q: 51 clusters Score -1.150645e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 16659 members 
Mstep: Class 4 contains 7958 members 
Mstep: Class 5 contains 36091 members 
Mstep: Class 6 contains 26169 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18655 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 12155 members 
Mstep: Class 11 contains 8207 members 
Mstep: Class 12 contains 31959 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10617 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 16 contains 9811 members 
Mstep: Class 17 contains 5631 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8514 members 
Mstep: Class 20 contains 10186 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 8363 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 19351 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 35757 members 
Mstep: Class 30 contains 12348 members 
Mstep: Class 31 contains 97585 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5406 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80393 members 
Mstep: Class 37 contains 2878 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30319 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 101932 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21359 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064520.000000 Penalty: 168590.921875
Iteration 189Q: 51 clusters Score -1.150645e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5710 members 
Mstep: Class 3 contains 16660 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 36101 members 
Mstep: Class 6 contains 26232 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 18621 members 
Mstep: Class 9 contains 30473 members 
Mstep: Class 10 contains 12153 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10556 members 
Mstep: Class 15 contains 59397 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8510 members 
Mstep: Class 20 contains 10173 members 
Mstep: Class 21 contains 6257 members 
Mstep: Class 22 contains 8362 members 
Mstep: Class 23 contains 3040 members 
Mstep: Class 24 contains 19358 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 7203 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8862 members 
Mstep: Class 29 contains 36154 members 
Mstep: Class 30 contains 12378 members 
Mstep: Class 31 contains 97583 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5406 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80390 members 
Mstep: Class 37 contains 2878 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30323 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 101731 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21356 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064768.000000 Penalty: 168590.921875
Iteration 190Q: 51 clusters Score -1.150648e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 5711 members 
Mstep: Class 3 contains 16662 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 36109 members 
Mstep: Class 6 contains 26302 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 18608 members 
Mstep: Class 9 contains 30225 members 
Mstep: Class 10 contains 12141 members 
Mstep: Class 11 contains 8198 members 
Mstep: Class 12 contains 31961 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10496 members 
Mstep: Class 15 contains 59432 members 
Mstep: Class 16 contains 9795 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 6251 members 
Mstep: Class 22 contains 8360 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 19366 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 7199 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8878 members 
Mstep: Class 29 contains 36570 members 
Mstep: Class 30 contains 12407 members 
Mstep: Class 31 contains 97575 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80392 members 
Mstep: Class 37 contains 2877 members 
Mstep: Class 38 contains 5289 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30313 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 101527 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064976.000000 Penalty: 168590.921875
Iteration 191Q: 51 clusters Score -1.15065e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 16665 members 
Mstep: Class 4 contains 7967 members 
Mstep: Class 5 contains 36118 members 
Mstep: Class 6 contains 26350 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 29998 members 
Mstep: Class 10 contains 12141 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 31963 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 59478 members 
Mstep: Class 16 contains 9790 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8502 members 
Mstep: Class 20 contains 10124 members 
Mstep: Class 21 contains 6248 members 
Mstep: Class 22 contains 8357 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 19363 members 
Mstep: Class 25 contains 4182 members 
Mstep: Class 26 contains 7198 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8879 members 
Mstep: Class 29 contains 36978 members 
Mstep: Class 30 contains 12425 members 
Mstep: Class 31 contains 97576 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5404 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80387 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30301 members 
Mstep: Class 41 contains 11005 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 101336 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115064888.000000 Penalty: 168590.921875
Iteration 192Q: 51 clusters Score -1.150649e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 16665 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 36132 members 
Mstep: Class 6 contains 26390 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 29760 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 31961 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 59519 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 5627 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8499 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 6242 members 
Mstep: Class 22 contains 8355 members 
Mstep: Class 23 contains 3047 members 
Mstep: Class 24 contains 19364 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 7195 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8895 members 
Mstep: Class 29 contains 37385 members 
Mstep: Class 30 contains 12440 members 
Mstep: Class 31 contains 97583 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5410 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80393 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 5291 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30307 members 
Mstep: Class 41 contains 11004 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 101115 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065120.000000 Penalty: 168590.921875
Iteration 193Q: 51 clusters Score -1.150651e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 16671 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 36143 members 
Mstep: Class 6 contains 26420 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 29519 members 
Mstep: Class 10 contains 12166 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 31964 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10340 members 
Mstep: Class 15 contains 59548 members 
Mstep: Class 16 contains 9768 members 
Mstep: Class 17 contains 5628 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 10031 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 8353 members 
Mstep: Class 23 contains 3049 members 
Mstep: Class 24 contains 19370 members 
Mstep: Class 25 contains 4183 members 
Mstep: Class 26 contains 7195 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8889 members 
Mstep: Class 29 contains 37780 members 
Mstep: Class 30 contains 12460 members 
Mstep: Class 31 contains 97587 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5411 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80386 members 
Mstep: Class 37 contains 2874 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30306 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100905 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065048.000000 Penalty: 168590.921875
Iteration 194Q: 51 clusters Score -1.15065e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 16677 members 
Mstep: Class 4 contains 7970 members 
Mstep: Class 5 contains 36149 members 
Mstep: Class 6 contains 26445 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 29310 members 
Mstep: Class 10 contains 12186 members 
Mstep: Class 11 contains 8208 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10307 members 
Mstep: Class 15 contains 59571 members 
Mstep: Class 16 contains 9760 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9986 members 
Mstep: Class 21 contains 6235 members 
Mstep: Class 22 contains 8350 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 19377 members 
Mstep: Class 25 contains 4180 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8885 members 
Mstep: Class 29 contains 38132 members 
Mstep: Class 30 contains 12490 members 
Mstep: Class 31 contains 97587 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80370 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30297 members 
Mstep: Class 41 contains 11002 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100717 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065216.000000 Penalty: 168590.921875
Iteration 195Q: 51 clusters Score -1.150652e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 5709 members 
Mstep: Class 3 contains 16679 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 36155 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 29133 members 
Mstep: Class 10 contains 12191 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10283 members 
Mstep: Class 15 contains 59605 members 
Mstep: Class 16 contains 9752 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9956 members 
Mstep: Class 21 contains 6230 members 
Mstep: Class 22 contains 8349 members 
Mstep: Class 23 contains 3052 members 
Mstep: Class 24 contains 19381 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 26 contains 7185 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8881 members 
Mstep: Class 29 contains 38462 members 
Mstep: Class 30 contains 12522 members 
Mstep: Class 31 contains 97587 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6222 members 
Mstep: Class 34 contains 5399 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80357 members 
Mstep: Class 37 contains 2876 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30271 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100539 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065120.000000 Penalty: 168590.921875
Iteration 196Q: 51 clusters Score -1.150651e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 16686 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 36160 members 
Mstep: Class 6 contains 26472 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 28940 members 
Mstep: Class 10 contains 12209 members 
Mstep: Class 11 contains 8203 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 15 contains 59635 members 
Mstep: Class 16 contains 9743 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9930 members 
Mstep: Class 21 contains 6223 members 
Mstep: Class 22 contains 8347 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 19382 members 
Mstep: Class 25 contains 4181 members 
Mstep: Class 26 contains 7184 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8869 members 
Mstep: Class 29 contains 38811 members 
Mstep: Class 30 contains 12551 members 
Mstep: Class 31 contains 97579 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5399 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80348 members 
Mstep: Class 37 contains 2873 members 
Mstep: Class 38 contains 5286 members 
Mstep: Class 39 contains 3136 members 
Mstep: Class 40 contains 30242 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100359 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065288.000000 Penalty: 168590.921875
Iteration 197Q: 51 clusters Score -1.150653e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 16690 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 36159 members 
Mstep: Class 6 contains 26480 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 28736 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10234 members 
Mstep: Class 15 contains 59684 members 
Mstep: Class 16 contains 9733 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 19388 members 
Mstep: Class 25 contains 4186 members 
Mstep: Class 26 contains 7188 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8859 members 
Mstep: Class 29 contains 39163 members 
Mstep: Class 30 contains 12574 members 
Mstep: Class 31 contains 97572 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5410 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80330 members 
Mstep: Class 37 contains 2868 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30210 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100195 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065312.000000 Penalty: 168590.921875
Iteration 198Q: 51 clusters Score -1.150653e+08 nChanged 967
Entering ConstructFrom: 
Score: -115065312.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Entering Unmasked Estep 
Score: -1574770.750000 Penalty: 2300.107910
	Iteration 0F: 2 clusters Score -1574771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1566628.750000 Penalty: 4600.215820
	Iteration 0F: 3 clusters Score -1566629 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1569072.000000 Penalty: 4600.215820
	Iteration 1F: 3 clusters Score -1569072 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1569429.625000 Penalty: 4600.215820
	Iteration 2F: 3 clusters Score -1569430 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1569749.500000 Penalty: 4600.215820
	Iteration 3F: 3 clusters Score -1569750 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1570074.750000 Penalty: 4600.215820
	Iteration 4Q: 3 clusters Score -1570075 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1570402.500000 Penalty: 4600.215820
	Iteration 5Q: 3 clusters Score -1570402 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1570738.250000 Penalty: 4600.215820
	Iteration 6Q: 3 clusters Score -1570738 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1571116.000000 Penalty: 4600.215820
	Iteration 7Q: 3 clusters Score -1571116 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1571554.125000 Penalty: 4600.215820
	Iteration 8F: 3 clusters Score -1571554 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1572000.375000 Penalty: 4600.215820
	Iteration 9F: 3 clusters Score -1572000 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1572370.875000 Penalty: 4600.215820
	Iteration 10Q: 3 clusters Score -1572371 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1572629.250000 Penalty: 4600.215820
	Iteration 11Q: 3 clusters Score -1572629 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1572810.250000 Penalty: 4600.215820
	Iteration 12Q: 3 clusters Score -1572810 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1572950.000000 Penalty: 4600.215820
	Iteration 13Q: 3 clusters Score -1572950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1573066.375000 Penalty: 4600.215820
	Iteration 14Q: 3 clusters Score -1573066 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1573154.125000 Penalty: 4600.215820
	Iteration 15Q: 3 clusters Score -1573154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1573254.875000 Penalty: 4600.215820
	Iteration 16Q: 3 clusters Score -1573255 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1573343.000000 Penalty: 4600.215820
	Iteration 17Q: 3 clusters Score -1573343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1573416.500000 Penalty: 4600.215820
	Iteration 18Q: 3 clusters Score -1573416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1573502.375000 Penalty: 4600.215820
	Iteration 19Q: 3 clusters Score -1573502 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1573597.875000 Penalty: 4600.215820
	Iteration 20F: 3 clusters Score -1573598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1573690.375000 Penalty: 4600.215820
	Iteration 21Q: 3 clusters Score -1573690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1573761.875000 Penalty: 4600.215820
	Iteration 22Q: 3 clusters Score -1573762 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1573818.375000 Penalty: 4600.215820
	Iteration 23Q: 3 clusters Score -1573818 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1573859.625000 Penalty: 4600.215820
	Iteration 24Q: 3 clusters Score -1573860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1573894.125000 Penalty: 4600.215820
	Iteration 25Q: 3 clusters Score -1573894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1573922.000000 Penalty: 4600.215820
	Iteration 26Q: 3 clusters Score -1573922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1573944.125000 Penalty: 4600.215820
	Iteration 27Q: 3 clusters Score -1573944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1573957.500000 Penalty: 4600.215820
	Iteration 28Q: 3 clusters Score -1573958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1573972.000000 Penalty: 4600.215820
	Iteration 29Q: 3 clusters Score -1573972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1573973.500000 Penalty: 4600.215820
	Iteration 30Q: 3 clusters Score -1573974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1573977.250000 Penalty: 4600.215820
	Iteration 31Q: 3 clusters Score -1573977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1573983.625000 Penalty: 4600.215820
	Iteration 32Q: 3 clusters Score -1573984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1573988.000000 Penalty: 4600.215820
	Iteration 33Q: 3 clusters Score -1573988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1573993.000000 Penalty: 4600.215820
	Iteration 34Q: 3 clusters Score -1573993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1573993.750000 Penalty: 4600.215820
	Iteration 35Q: 3 clusters Score -1573994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1573997.125000 Penalty: 4600.215820
	Iteration 36Q: 3 clusters Score -1573997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1574000.125000 Penalty: 4600.215820
	Iteration 37Q: 3 clusters Score -1574000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1574001.750000 Penalty: 4600.215820
	Iteration 38Q: 3 clusters Score -1574002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1574004.250000 Penalty: 4600.215820
	Iteration 39Q: 3 clusters Score -1574004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1574003.375000 Penalty: 4600.215820
	Iteration 40F: 3 clusters Score -1574003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1574005.375000 Penalty: 4600.215820
	Iteration 41Q: 3 clusters Score -1574005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1574005.375000 Penalty: 4600.215820
	Iteration 42F: 3 clusters Score -1574005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Entering Unmasked Estep 
Score: -822392.187500 Penalty: 2145.063232
	Iteration 0F: 2 clusters Score -822392.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -817425.750000 Penalty: 4290.126465
	Iteration 0F: 3 clusters Score -817425.8 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -818774.000000 Penalty: 4290.126465
	Iteration 1F: 3 clusters Score -818774 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -819124.937500 Penalty: 4290.126465
	Iteration 2F: 3 clusters Score -819124.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -819402.500000 Penalty: 4290.126465
	Iteration 3F: 3 clusters Score -819402.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -819625.062500 Penalty: 4290.126465
	Iteration 4F: 3 clusters Score -819625.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -819811.937500 Penalty: 4290.126465
	Iteration 5Q: 3 clusters Score -819811.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -819956.562500 Penalty: 4290.126465
	Iteration 6Q: 3 clusters Score -819956.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -820066.375000 Penalty: 4290.126465
	Iteration 7Q: 3 clusters Score -820066.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -820191.750000 Penalty: 4290.126465
	Iteration 8Q: 3 clusters Score -820191.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -820309.125000 Penalty: 4290.126465
	Iteration 9Q: 3 clusters Score -820309.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -820411.500000 Penalty: 4290.126465
	Iteration 10Q: 3 clusters Score -820411.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -820520.312500 Penalty: 4290.126465
	Iteration 11Q: 3 clusters Score -820520.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -820617.750000 Penalty: 4290.126465
	Iteration 12Q: 3 clusters Score -820617.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -820713.187500 Penalty: 4290.126465
	Iteration 13Q: 3 clusters Score -820713.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -820779.875000 Penalty: 4290.126465
	Iteration 14Q: 3 clusters Score -820779.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -820824.937500 Penalty: 4290.126465
	Iteration 15Q: 3 clusters Score -820824.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -820848.875000 Penalty: 4290.126465
	Iteration 16Q: 3 clusters Score -820848.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -820864.437500 Penalty: 4290.126465
	Iteration 17Q: 3 clusters Score -820864.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -820873.437500 Penalty: 4290.126465
	Iteration 18Q: 3 clusters Score -820873.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -820877.562500 Penalty: 4290.126465
	Iteration 19Q: 3 clusters Score -820877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -820880.812500 Penalty: 4290.126465
	Iteration 20F: 3 clusters Score -820880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -820882.062500 Penalty: 4290.126465
	Iteration 21Q: 3 clusters Score -820882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -820887.312500 Penalty: 4290.126465
	Iteration 22Q: 3 clusters Score -820887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -820888.750000 Penalty: 4290.126465
	Iteration 23Q: 3 clusters Score -820888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -820887.750000 Penalty: 4290.126465
	Iteration 24Q: 3 clusters Score -820887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -820890.125000 Penalty: 4290.126465
	Iteration 25Q: 3 clusters Score -820890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -820894.500000 Penalty: 4290.126465
	Iteration 26Q: 3 clusters Score -820894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -820897.312500 Penalty: 4290.126465
	Iteration 27Q: 3 clusters Score -820897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -820898.875000 Penalty: 4290.126465
	Iteration 28Q: 3 clusters Score -820898.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -820902.750000 Penalty: 4290.126465
	Iteration 29Q: 3 clusters Score -820902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -820904.812500 Penalty: 4290.126465
	Iteration 30Q: 3 clusters Score -820904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -820905.125000 Penalty: 4290.126465
	Iteration 31Q: 3 clusters Score -820905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -820908.187500 Penalty: 4290.126465
	Iteration 32Q: 3 clusters Score -820908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -820908.937500 Penalty: 4290.126465
	Iteration 33Q: 3 clusters Score -820908.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -820912.375000 Penalty: 4290.126465
	Iteration 34Q: 3 clusters Score -820912.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -820914.562500 Penalty: 4290.126465
	Iteration 35Q: 3 clusters Score -820914.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -820917.437500 Penalty: 4290.126465
	Iteration 36Q: 3 clusters Score -820917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -820920.687500 Penalty: 4290.126465
	Iteration 37Q: 3 clusters Score -820920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -820920.625000 Penalty: 4290.126465
	Iteration 38Q: 3 clusters Score -820920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -820920.562500 Penalty: 4290.126465
	Iteration 39Q: 3 clusters Score -820920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -820920.562500 Penalty: 4290.126465
	Iteration 40F: 3 clusters Score -820920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Entering Unmasked Estep 
Score: -2490228.750000 Penalty: 2411.196045
	Iteration 0F: 2 clusters Score -2490229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2478350.250000 Penalty: 4822.392090
	Iteration 0F: 3 clusters Score -2478350 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2482218.750000 Penalty: 4822.392090
	Iteration 1F: 3 clusters Score -2482219 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2482654.000000 Penalty: 4822.392090
	Iteration 2F: 3 clusters Score -2482654 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2483101.750000 Penalty: 4822.392090
	Iteration 3F: 3 clusters Score -2483102 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2483540.500000 Penalty: 4822.392090
	Iteration 4F: 3 clusters Score -2483540 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2484116.750000 Penalty: 4822.392090
	Iteration 5F: 3 clusters Score -2484117 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2484661.000000 Penalty: 4822.392090
	Iteration 6F: 3 clusters Score -2484661 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2485229.750000 Penalty: 4822.392090
	Iteration 7F: 3 clusters Score -2485230 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2485715.500000 Penalty: 4822.392090
	Iteration 8F: 3 clusters Score -2485716 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2486075.250000 Penalty: 4822.392090
	Iteration 9Q: 3 clusters Score -2486075 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2486309.500000 Penalty: 4822.392090
	Iteration 10Q: 3 clusters Score -2486310 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2486490.750000 Penalty: 4822.392090
	Iteration 11Q: 3 clusters Score -2486491 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2486627.250000 Penalty: 4822.392090
	Iteration 12Q: 3 clusters Score -2486627 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2486738.500000 Penalty: 4822.392090
	Iteration 13Q: 3 clusters Score -2486738 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2486831.750000 Penalty: 4822.392090
	Iteration 14Q: 3 clusters Score -2486832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2486915.750000 Penalty: 4822.392090
	Iteration 15Q: 3 clusters Score -2486916 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -2486984.000000 Penalty: 4822.392090
	Iteration 16Q: 3 clusters Score -2486984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2487047.500000 Penalty: 4822.392090
	Iteration 17Q: 3 clusters Score -2487048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2487123.750000 Penalty: 4822.392090
	Iteration 18Q: 3 clusters Score -2487124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2487203.000000 Penalty: 4822.392090
	Iteration 19Q: 3 clusters Score -2487203 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2487305.750000 Penalty: 4822.392090
	Iteration 20F: 3 clusters Score -2487306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2487406.750000 Penalty: 4822.392090
	Iteration 21Q: 3 clusters Score -2487407 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2487488.000000 Penalty: 4822.392090
	Iteration 22Q: 3 clusters Score -2487488 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2487581.250000 Penalty: 4822.392090
	Iteration 23Q: 3 clusters Score -2487581 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2487653.750000 Penalty: 4822.392090
	Iteration 24Q: 3 clusters Score -2487654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2487713.750000 Penalty: 4822.392090
	Iteration 25Q: 3 clusters Score -2487714 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2487788.500000 Penalty: 4822.392090
	Iteration 26Q: 3 clusters Score -2487788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2487831.500000 Penalty: 4822.392090
	Iteration 27Q: 3 clusters Score -2487832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2487882.000000 Penalty: 4822.392090
	Iteration 28Q: 3 clusters Score -2487882 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2487923.500000 Penalty: 4822.392090
	Iteration 29Q: 3 clusters Score -2487924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2487961.250000 Penalty: 4822.392090
	Iteration 30Q: 3 clusters Score -2487961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2487998.750000 Penalty: 4822.392090
	Iteration 31Q: 3 clusters Score -2487999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2488031.750000 Penalty: 4822.392090
	Iteration 32Q: 3 clusters Score -2488032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2488063.250000 Penalty: 4822.392090
	Iteration 33Q: 3 clusters Score -2488063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2488082.000000 Penalty: 4822.392090
	Iteration 34Q: 3 clusters Score -2488082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2488096.750000 Penalty: 4822.392090
	Iteration 35Q: 3 clusters Score -2488097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2488103.500000 Penalty: 4822.392090
	Iteration 36Q: 3 clusters Score -2488104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2488112.500000 Penalty: 4822.392090
	Iteration 37Q: 3 clusters Score -2488112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2488126.250000 Penalty: 4822.392090
	Iteration 38Q: 3 clusters Score -2488126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2488135.750000 Penalty: 4822.392090
	Iteration 39Q: 3 clusters Score -2488136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2488149.750000 Penalty: 4822.392090
	Iteration 40F: 3 clusters Score -2488150 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2488161.250000 Penalty: 4822.392090
	Iteration 41Q: 3 clusters Score -2488161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2488167.500000 Penalty: 4822.392090
	Iteration 42Q: 3 clusters Score -2488168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2488169.750000 Penalty: 4822.392090
	Iteration 43Q: 3 clusters Score -2488170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2488170.750000 Penalty: 4822.392090
	Iteration 44Q: 3 clusters Score -2488171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2488172.750000 Penalty: 4822.392090
	Iteration 45Q: 3 clusters Score -2488173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2488172.000000 Penalty: 4822.392090
	Iteration 46Q: 3 clusters Score -2488172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2488173.000000 Penalty: 4822.392090
	Iteration 47Q: 3 clusters Score -2488173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2488172.250000 Penalty: 4822.392090
	Iteration 48Q: 3 clusters Score -2488172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2488172.750000 Penalty: 4822.392090
	Iteration 49Q: 3 clusters Score -2488173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2488179.500000 Penalty: 4822.392090
	Iteration 50Q: 3 clusters Score -2488180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2488180.500000 Penalty: 4822.392090
	Iteration 51Q: 3 clusters Score -2488180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2488177.250000 Penalty: 4822.392090
	Iteration 52Q: 3 clusters Score -2488177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2488184.000000 Penalty: 4822.392090
	Iteration 53Q: 3 clusters Score -2488184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2488181.500000 Penalty: 4822.392090
	Iteration 54Q: 3 clusters Score -2488182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2488183.250000 Penalty: 4822.392090
	Iteration 55Q: 3 clusters Score -2488183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2488184.000000 Penalty: 4822.392090
	Iteration 56Q: 3 clusters Score -2488184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2488190.000000 Penalty: 4822.392090
	Iteration 57Q: 3 clusters Score -2488190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2488185.500000 Penalty: 4822.392090
	Iteration 58Q: 3 clusters Score -2488186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2488185.500000 Penalty: 4822.392090
	Iteration 59F: 3 clusters Score -2488186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Entering Unmasked Estep 
Score: -1123349.875000 Penalty: 2228.979736
	Iteration 0F: 2 clusters Score -1123350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1116908.500000 Penalty: 4457.959473
	Iteration 0F: 3 clusters Score -1116908 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1118749.500000 Penalty: 4457.959473
	Iteration 1F: 3 clusters Score -1118750 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1119110.500000 Penalty: 4457.959473
	Iteration 2F: 3 clusters Score -1119110 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1119439.625000 Penalty: 4457.959473
	Iteration 3F: 3 clusters Score -1119440 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1119786.250000 Penalty: 4457.959473
	Iteration 4F: 3 clusters Score -1119786 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1120255.000000 Penalty: 4457.959473
	Iteration 5F: 3 clusters Score -1120255 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1120750.875000 Penalty: 4457.959473
	Iteration 6F: 3 clusters Score -1120751 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1121249.625000 Penalty: 4457.959473
	Iteration 7F: 3 clusters Score -1121250 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1121587.375000 Penalty: 4457.959473
	Iteration 8F: 3 clusters Score -1121587 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1121827.500000 Penalty: 4457.959473
	Iteration 9Q: 3 clusters Score -1121828 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1122004.250000 Penalty: 4457.959473
	Iteration 10Q: 3 clusters Score -1122004 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1122109.125000 Penalty: 4457.959473
	Iteration 11Q: 3 clusters Score -1122109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1122176.875000 Penalty: 4457.959473
	Iteration 12Q: 3 clusters Score -1122177 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1122240.000000 Penalty: 4457.959473
	Iteration 13Q: 3 clusters Score -1122240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1122299.500000 Penalty: 4457.959473
	Iteration 14Q: 3 clusters Score -1122300 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1122335.750000 Penalty: 4457.959473
	Iteration 15Q: 3 clusters Score -1122336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1122364.125000 Penalty: 4457.959473
	Iteration 16Q: 3 clusters Score -1122364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1122382.125000 Penalty: 4457.959473
	Iteration 17Q: 3 clusters Score -1122382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1122393.625000 Penalty: 4457.959473
	Iteration 18Q: 3 clusters Score -1122394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1122403.250000 Penalty: 4457.959473
	Iteration 19Q: 3 clusters Score -1122403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1122413.875000 Penalty: 4457.959473
	Iteration 20F: 3 clusters Score -1122414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1122420.375000 Penalty: 4457.959473
	Iteration 21Q: 3 clusters Score -1122420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1122428.750000 Penalty: 4457.959473
	Iteration 22Q: 3 clusters Score -1122429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1122435.250000 Penalty: 4457.959473
	Iteration 23Q: 3 clusters Score -1122435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1122442.250000 Penalty: 4457.959473
	Iteration 24Q: 3 clusters Score -1122442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1122449.375000 Penalty: 4457.959473
	Iteration 25Q: 3 clusters Score -1122449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1122457.125000 Penalty: 4457.959473
	Iteration 26Q: 3 clusters Score -1122457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1122466.750000 Penalty: 4457.959473
	Iteration 27Q: 3 clusters Score -1122467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1122473.125000 Penalty: 4457.959473
	Iteration 28Q: 3 clusters Score -1122473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1122477.625000 Penalty: 4457.959473
	Iteration 29Q: 3 clusters Score -1122478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1122482.625000 Penalty: 4457.959473
	Iteration 30Q: 3 clusters Score -1122483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1122489.000000 Penalty: 4457.959473
	Iteration 31Q: 3 clusters Score -1122489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1122490.875000 Penalty: 4457.959473
	Iteration 32Q: 3 clusters Score -1122491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1122496.250000 Penalty: 4457.959473
	Iteration 33Q: 3 clusters Score -1122496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1122500.375000 Penalty: 4457.959473
	Iteration 34Q: 3 clusters Score -1122500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1122500.875000 Penalty: 4457.959473
	Iteration 35Q: 3 clusters Score -1122501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1122502.000000 Penalty: 4457.959473
	Iteration 36Q: 3 clusters Score -1122502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1122509.375000 Penalty: 4457.959473
	Iteration 37Q: 3 clusters Score -1122509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1122512.625000 Penalty: 4457.959473
	Iteration 38Q: 3 clusters Score -1122513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1122518.000000 Penalty: 4457.959473
	Iteration 39Q: 3 clusters Score -1122518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1122525.000000 Penalty: 4457.959473
	Iteration 40F: 3 clusters Score -1122525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1122532.250000 Penalty: 4457.959473
	Iteration 41Q: 3 clusters Score -1122532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1122534.750000 Penalty: 4457.959473
	Iteration 42Q: 3 clusters Score -1122535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1122543.750000 Penalty: 4457.959473
	Iteration 43Q: 3 clusters Score -1122544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1122554.125000 Penalty: 4457.959473
	Iteration 44Q: 3 clusters Score -1122554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1122559.500000 Penalty: 4457.959473
	Iteration 45Q: 3 clusters Score -1122560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1122569.875000 Penalty: 4457.959473
	Iteration 46Q: 3 clusters Score -1122570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1122576.375000 Penalty: 4457.959473
	Iteration 47Q: 3 clusters Score -1122576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1122586.000000 Penalty: 4457.959473
	Iteration 48Q: 3 clusters Score -1122586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1122594.375000 Penalty: 4457.959473
	Iteration 49Q: 3 clusters Score -1122594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1122602.250000 Penalty: 4457.959473
	Iteration 50Q: 3 clusters Score -1122602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1122608.625000 Penalty: 4457.959473
	Iteration 51Q: 3 clusters Score -1122609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1122616.875000 Penalty: 4457.959473
	Iteration 52Q: 3 clusters Score -1122617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1122623.750000 Penalty: 4457.959473
	Iteration 53Q: 3 clusters Score -1122624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1122631.875000 Penalty: 4457.959473
	Iteration 54Q: 3 clusters Score -1122632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1122640.500000 Penalty: 4457.959473
	Iteration 55Q: 3 clusters Score -1122640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1122652.000000 Penalty: 4457.959473
	Iteration 56Q: 3 clusters Score -1122652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1122665.625000 Penalty: 4457.959473
	Iteration 57Q: 3 clusters Score -1122666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1122670.250000 Penalty: 4457.959473
	Iteration 58Q: 3 clusters Score -1122670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1122681.125000 Penalty: 4457.959473
	Iteration 59Q: 3 clusters Score -1122681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1122692.000000 Penalty: 4457.959473
	Iteration 60F: 3 clusters Score -1122692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1122703.375000 Penalty: 4457.959473
	Iteration 61Q: 3 clusters Score -1122703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1122718.625000 Penalty: 4457.959473
	Iteration 62Q: 3 clusters Score -1122719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1122734.875000 Penalty: 4457.959473
	Iteration 63Q: 3 clusters Score -1122735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1122749.250000 Penalty: 4457.959473
	Iteration 64Q: 3 clusters Score -1122749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1122770.000000 Penalty: 4457.959473
	Iteration 65Q: 3 clusters Score -1122770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1122783.125000 Penalty: 4457.959473
	Iteration 66Q: 3 clusters Score -1122783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1122799.375000 Penalty: 4457.959473
	Iteration 67Q: 3 clusters Score -1122799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1122814.000000 Penalty: 4457.959473
	Iteration 68Q: 3 clusters Score -1122814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1122828.250000 Penalty: 4457.959473
	Iteration 69Q: 3 clusters Score -1122828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1122842.250000 Penalty: 4457.959473
	Iteration 70Q: 3 clusters Score -1122842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1122850.750000 Penalty: 4457.959473
	Iteration 71Q: 3 clusters Score -1122851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1122861.375000 Penalty: 4457.959473
	Iteration 72Q: 3 clusters Score -1122861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1122876.250000 Penalty: 4457.959473
	Iteration 73Q: 3 clusters Score -1122876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1122889.500000 Penalty: 4457.959473
	Iteration 74Q: 3 clusters Score -1122890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1122895.500000 Penalty: 4457.959473
	Iteration 75Q: 3 clusters Score -1122896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1122911.625000 Penalty: 4457.959473
	Iteration 76Q: 3 clusters Score -1122912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1122915.875000 Penalty: 4457.959473
	Iteration 77Q: 3 clusters Score -1122916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1122921.250000 Penalty: 4457.959473
	Iteration 78Q: 3 clusters Score -1122921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1122925.000000 Penalty: 4457.959473
	Iteration 79Q: 3 clusters Score -1122925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1122928.500000 Penalty: 4457.959473
	Iteration 80F: 3 clusters Score -1122928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1122936.625000 Penalty: 4457.959473
	Iteration 81Q: 3 clusters Score -1122937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1122939.125000 Penalty: 4457.959473
	Iteration 82Q: 3 clusters Score -1122939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1122942.875000 Penalty: 4457.959473
	Iteration 83Q: 3 clusters Score -1122943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1122945.125000 Penalty: 4457.959473
	Iteration 84Q: 3 clusters Score -1122945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1122948.375000 Penalty: 4457.959473
	Iteration 85Q: 3 clusters Score -1122948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1122947.125000 Penalty: 4457.959473
	Iteration 86Q: 3 clusters Score -1122947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1122947.125000 Penalty: 4457.959473
	Iteration 87F: 3 clusters Score -1122947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Entering Unmasked Estep 
Score: -5420631.500000 Penalty: 2602.928955
	Iteration 0F: 2 clusters Score -5420632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -5396086.000000 Penalty: 5205.857910
	Iteration 0F: 3 clusters Score -5396086 nChanged 16477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5405036.500000 Penalty: 5205.857910
	Iteration 1F: 3 clusters Score -5405036 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5405617.500000 Penalty: 5205.857910
	Iteration 2Q: 3 clusters Score -5405618 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5406227.500000 Penalty: 5205.857910
	Iteration 3Q: 3 clusters Score -5406228 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -5406888.500000 Penalty: 5205.857910
	Iteration 4Q: 3 clusters Score -5406888 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5407680.500000 Penalty: 5205.857910
	Iteration 5Q: 3 clusters Score -5407680 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5408709.000000 Penalty: 5205.857910
	Iteration 6F: 3 clusters Score -5408709 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -5409979.500000 Penalty: 5205.857910
	Iteration 7F: 3 clusters Score -5409980 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -5411701.000000 Penalty: 5205.857910
	Iteration 8F: 3 clusters Score -5411701 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -5413627.500000 Penalty: 5205.857910
	Iteration 9F: 3 clusters Score -5413628 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -5415390.500000 Penalty: 5205.857910
	Iteration 10F: 3 clusters Score -5415390 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5416727.000000 Penalty: 5205.857910
	Iteration 11Q: 3 clusters Score -5416727 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5417526.000000 Penalty: 5205.857910
	Iteration 12Q: 3 clusters Score -5417526 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5417953.000000 Penalty: 5205.857910
	Iteration 13Q: 3 clusters Score -5417953 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5418187.000000 Penalty: 5205.857910
	Iteration 14Q: 3 clusters Score -5418187 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5418310.500000 Penalty: 5205.857910
	Iteration 15Q: 3 clusters Score -5418310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5418371.000000 Penalty: 5205.857910
	Iteration 16Q: 3 clusters Score -5418371 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5418404.000000 Penalty: 5205.857910
	Iteration 17Q: 3 clusters Score -5418404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5418436.000000 Penalty: 5205.857910
	Iteration 18Q: 3 clusters Score -5418436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5418451.000000 Penalty: 5205.857910
	Iteration 19Q: 3 clusters Score -5418451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5418465.000000 Penalty: 5205.857910
	Iteration 20F: 3 clusters Score -5418465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5418475.000000 Penalty: 5205.857910
	Iteration 21Q: 3 clusters Score -5418475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5418492.500000 Penalty: 5205.857910
	Iteration 22Q: 3 clusters Score -5418492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5418501.000000 Penalty: 5205.857910
	Iteration 23Q: 3 clusters Score -5418501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5418511.500000 Penalty: 5205.857910
	Iteration 24Q: 3 clusters Score -5418512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5418525.000000 Penalty: 5205.857910
	Iteration 25Q: 3 clusters Score -5418525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5418529.500000 Penalty: 5205.857910
	Iteration 26Q: 3 clusters Score -5418530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5418526.500000 Penalty: 5205.857910
	Iteration 27Q: 3 clusters Score -5418526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5418536.000000 Penalty: 5205.857910
	Iteration 28Q: 3 clusters Score -5418536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5418542.000000 Penalty: 5205.857910
	Iteration 29Q: 3 clusters Score -5418542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5418540.500000 Penalty: 5205.857910
	Iteration 30Q: 3 clusters Score -5418540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5418539.500000 Penalty: 5205.857910
	Iteration 31Q: 3 clusters Score -5418540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5418539.500000 Penalty: 5205.857910
	Iteration 32F: 3 clusters Score -5418540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Entering Unmasked Estep 
Score: -3960500.000000 Penalty: 2525.714844
	Iteration 0F: 2 clusters Score -3960500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3942297.250000 Penalty: 5051.429688
	Iteration 0F: 3 clusters Score -3942297 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3948610.750000 Penalty: 5051.429688
	Iteration 1F: 3 clusters Score -3948611 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3949041.000000 Penalty: 5051.429688
	Iteration 2Q: 3 clusters Score -3949041 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3949404.500000 Penalty: 5051.429688
	Iteration 3Q: 3 clusters Score -3949404 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -3949798.500000 Penalty: 5051.429688
	Iteration 4Q: 3 clusters Score -3949798 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3950141.000000 Penalty: 5051.429688
	Iteration 5Q: 3 clusters Score -3950141 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -3950493.000000 Penalty: 5051.429688
	Iteration 6Q: 3 clusters Score -3950493 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3950859.000000 Penalty: 5051.429688
	Iteration 7Q: 3 clusters Score -3950859 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -3951261.250000 Penalty: 5051.429688
	Iteration 8Q: 3 clusters Score -3951261 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3951675.250000 Penalty: 5051.429688
	Iteration 9Q: 3 clusters Score -3951675 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3952193.500000 Penalty: 5051.429688
	Iteration 10Q: 3 clusters Score -3952194 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -3952845.750000 Penalty: 5051.429688
	Iteration 11Q: 3 clusters Score -3952846 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3953568.250000 Penalty: 5051.429688
	Iteration 12Q: 3 clusters Score -3953568 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3954399.500000 Penalty: 5051.429688
	Iteration 13Q: 3 clusters Score -3954400 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3955224.750000 Penalty: 5051.429688
	Iteration 14Q: 3 clusters Score -3955225 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3955984.500000 Penalty: 5051.429688
	Iteration 15Q: 3 clusters Score -3955984 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3956572.250000 Penalty: 5051.429688
	Iteration 16Q: 3 clusters Score -3956572 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3957052.750000 Penalty: 5051.429688
	Iteration 17Q: 3 clusters Score -3957053 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3957412.000000 Penalty: 5051.429688
	Iteration 18Q: 3 clusters Score -3957412 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3957656.000000 Penalty: 5051.429688
	Iteration 19Q: 3 clusters Score -3957656 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3957818.000000 Penalty: 5051.429688
	Iteration 20F: 3 clusters Score -3957818 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3957959.750000 Penalty: 5051.429688
	Iteration 21Q: 3 clusters Score -3957960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3958050.750000 Penalty: 5051.429688
	Iteration 22Q: 3 clusters Score -3958051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3958113.000000 Penalty: 5051.429688
	Iteration 23Q: 3 clusters Score -3958113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3958149.000000 Penalty: 5051.429688
	Iteration 24Q: 3 clusters Score -3958149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3958180.750000 Penalty: 5051.429688
	Iteration 25Q: 3 clusters Score -3958181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3958210.000000 Penalty: 5051.429688
	Iteration 26Q: 3 clusters Score -3958210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3958235.750000 Penalty: 5051.429688
	Iteration 27Q: 3 clusters Score -3958236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3958261.250000 Penalty: 5051.429688
	Iteration 28Q: 3 clusters Score -3958261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3958270.250000 Penalty: 5051.429688
	Iteration 29Q: 3 clusters Score -3958270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3958284.250000 Penalty: 5051.429688
	Iteration 30Q: 3 clusters Score -3958284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3958291.500000 Penalty: 5051.429688
	Iteration 31Q: 3 clusters Score -3958292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3958296.250000 Penalty: 5051.429688
	Iteration 32Q: 3 clusters Score -3958296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3958310.000000 Penalty: 5051.429688
	Iteration 33Q: 3 clusters Score -3958310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3958314.500000 Penalty: 5051.429688
	Iteration 34Q: 3 clusters Score -3958314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3958313.500000 Penalty: 5051.429688
	Iteration 35Q: 3 clusters Score -3958314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3958315.250000 Penalty: 5051.429688
	Iteration 36Q: 3 clusters Score -3958315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3958320.000000 Penalty: 5051.429688
	Iteration 37Q: 3 clusters Score -3958320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3958323.500000 Penalty: 5051.429688
	Iteration 38Q: 3 clusters Score -3958324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3958328.250000 Penalty: 5051.429688
	Iteration 39Q: 3 clusters Score -3958328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3958331.500000 Penalty: 5051.429688
	Iteration 40F: 3 clusters Score -3958332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3958328.750000 Penalty: 5051.429688
	Iteration 41Q: 3 clusters Score -3958329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3958328.750000 Penalty: 5051.429688
	Iteration 42F: 3 clusters Score -3958329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Entering Unmasked Estep 
Score: -1737235.375000 Penalty: 2323.503906
	Iteration 0F: 2 clusters Score -1737235 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 5860 members 
Entering Unmasked Estep 
Score: -1728480.375000 Penalty: 4647.007812
	Iteration 0F: 3 clusters Score -1728480 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1731125.000000 Penalty: 4647.007812
	Iteration 1F: 3 clusters Score -1731125 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1731450.625000 Penalty: 4647.007812
	Iteration 2F: 3 clusters Score -1731451 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1731671.750000 Penalty: 4647.007812
	Iteration 3Q: 3 clusters Score -1731672 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1731875.125000 Penalty: 4647.007812
	Iteration 4Q: 3 clusters Score -1731875 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1732120.125000 Penalty: 4647.007812
	Iteration 5Q: 3 clusters Score -1732120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1732468.000000 Penalty: 4647.007812
	Iteration 6Q: 3 clusters Score -1732468 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1732884.750000 Penalty: 4647.007812
	Iteration 7F: 3 clusters Score -1732885 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1733321.375000 Penalty: 4647.007812
	Iteration 8F: 3 clusters Score -1733321 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1733770.375000 Penalty: 4647.007812
	Iteration 9F: 3 clusters Score -1733770 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1734205.750000 Penalty: 4647.007812
	Iteration 10F: 3 clusters Score -1734206 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1734587.125000 Penalty: 4647.007812
	Iteration 11Q: 3 clusters Score -1734587 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1734901.750000 Penalty: 4647.007812
	Iteration 12Q: 3 clusters Score -1734902 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1735102.125000 Penalty: 4647.007812
	Iteration 13Q: 3 clusters Score -1735102 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1735250.125000 Penalty: 4647.007812
	Iteration 14Q: 3 clusters Score -1735250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1735358.875000 Penalty: 4647.007812
	Iteration 15Q: 3 clusters Score -1735359 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1735461.000000 Penalty: 4647.007812
	Iteration 16Q: 3 clusters Score -1735461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1735532.250000 Penalty: 4647.007812
	Iteration 17Q: 3 clusters Score -1735532 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1735602.125000 Penalty: 4647.007812
	Iteration 18Q: 3 clusters Score -1735602 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1735665.875000 Penalty: 4647.007812
	Iteration 19Q: 3 clusters Score -1735666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1735725.875000 Penalty: 4647.007812
	Iteration 20F: 3 clusters Score -1735726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1735758.125000 Penalty: 4647.007812
	Iteration 21Q: 3 clusters Score -1735758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1735782.750000 Penalty: 4647.007812
	Iteration 22Q: 3 clusters Score -1735783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1735791.250000 Penalty: 4647.007812
	Iteration 23Q: 3 clusters Score -1735791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1735800.125000 Penalty: 4647.007812
	Iteration 24Q: 3 clusters Score -1735800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1735807.625000 Penalty: 4647.007812
	Iteration 25Q: 3 clusters Score -1735808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1735814.625000 Penalty: 4647.007812
	Iteration 26Q: 3 clusters Score -1735815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1735821.250000 Penalty: 4647.007812
	Iteration 27Q: 3 clusters Score -1735821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1735827.375000 Penalty: 4647.007812
	Iteration 28Q: 3 clusters Score -1735827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1735825.625000 Penalty: 4647.007812
	Iteration 29Q: 3 clusters Score -1735826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1735837.500000 Penalty: 4647.007812
	Iteration 30Q: 3 clusters Score -1735838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1735837.875000 Penalty: 4647.007812
	Iteration 31Q: 3 clusters Score -1735838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1735832.000000 Penalty: 4647.007812
	Iteration 32Q: 3 clusters Score -1735832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1735834.500000 Penalty: 4647.007812
	Iteration 33Q: 3 clusters Score -1735834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1735837.000000 Penalty: 4647.007812
	Iteration 34Q: 3 clusters Score -1735837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1735837.125000 Penalty: 4647.007812
	Iteration 35Q: 3 clusters Score -1735837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1735839.500000 Penalty: 4647.007812
	Iteration 36Q: 3 clusters Score -1735840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1735841.500000 Penalty: 4647.007812
	Iteration 37Q: 3 clusters Score -1735842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1735840.000000 Penalty: 4647.007812
	Iteration 38Q: 3 clusters Score -1735840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1735840.000000 Penalty: 4647.007812
	Iteration 39F: 3 clusters Score -1735840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Entering Unmasked Estep 
Score: -2570979.250000 Penalty: 2437.907471
	Iteration 0F: 2 clusters Score -2570979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2557746.750000 Penalty: 4875.814941
	Iteration 0F: 3 clusters Score -2557747 nChanged 8095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2562324.250000 Penalty: 4875.814941
	Iteration 1F: 3 clusters Score -2562324 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2563024.750000 Penalty: 4875.814941
	Iteration 2F: 3 clusters Score -2563025 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2563637.500000 Penalty: 4875.814941
	Iteration 3F: 3 clusters Score -2563638 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2564211.500000 Penalty: 4875.814941
	Iteration 4F: 3 clusters Score -2564212 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2564730.500000 Penalty: 4875.814941
	Iteration 5F: 3 clusters Score -2564730 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2565180.500000 Penalty: 4875.814941
	Iteration 6F: 3 clusters Score -2565180 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2565524.750000 Penalty: 4875.814941
	Iteration 7Q: 3 clusters Score -2565525 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2565829.250000 Penalty: 4875.814941
	Iteration 8Q: 3 clusters Score -2565829 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2566137.000000 Penalty: 4875.814941
	Iteration 9Q: 3 clusters Score -2566137 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2566412.750000 Penalty: 4875.814941
	Iteration 10Q: 3 clusters Score -2566413 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2566750.500000 Penalty: 4875.814941
	Iteration 11Q: 3 clusters Score -2566750 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2567110.500000 Penalty: 4875.814941
	Iteration 12Q: 3 clusters Score -2567110 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2567514.750000 Penalty: 4875.814941
	Iteration 13Q: 3 clusters Score -2567515 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2567884.500000 Penalty: 4875.814941
	Iteration 14Q: 3 clusters Score -2567884 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2568185.250000 Penalty: 4875.814941
	Iteration 15Q: 3 clusters Score -2568185 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2568440.750000 Penalty: 4875.814941
	Iteration 16Q: 3 clusters Score -2568441 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2568657.250000 Penalty: 4875.814941
	Iteration 17Q: 3 clusters Score -2568657 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2568870.750000 Penalty: 4875.814941
	Iteration 18Q: 3 clusters Score -2568871 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2569048.250000 Penalty: 4875.814941
	Iteration 19Q: 3 clusters Score -2569048 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2569192.500000 Penalty: 4875.814941
	Iteration 20F: 3 clusters Score -2569192 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2569322.000000 Penalty: 4875.814941
	Iteration 21Q: 3 clusters Score -2569322 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2569431.250000 Penalty: 4875.814941
	Iteration 22Q: 3 clusters Score -2569431 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2569514.500000 Penalty: 4875.814941
	Iteration 23Q: 3 clusters Score -2569514 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2569570.250000 Penalty: 4875.814941
	Iteration 24Q: 3 clusters Score -2569570 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2569613.250000 Penalty: 4875.814941
	Iteration 25Q: 3 clusters Score -2569613 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2569644.500000 Penalty: 4875.814941
	Iteration 26Q: 3 clusters Score -2569644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2569668.500000 Penalty: 4875.814941
	Iteration 27Q: 3 clusters Score -2569668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2569690.750000 Penalty: 4875.814941
	Iteration 28Q: 3 clusters Score -2569691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2569715.500000 Penalty: 4875.814941
	Iteration 29Q: 3 clusters Score -2569716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2569728.500000 Penalty: 4875.814941
	Iteration 30Q: 3 clusters Score -2569728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2569751.250000 Penalty: 4875.814941
	Iteration 31Q: 3 clusters Score -2569751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2569761.500000 Penalty: 4875.814941
	Iteration 32Q: 3 clusters Score -2569762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2569776.000000 Penalty: 4875.814941
	Iteration 33Q: 3 clusters Score -2569776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2569792.250000 Penalty: 4875.814941
	Iteration 34Q: 3 clusters Score -2569792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2569808.750000 Penalty: 4875.814941
	Iteration 35Q: 3 clusters Score -2569809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2569831.000000 Penalty: 4875.814941
	Iteration 36Q: 3 clusters Score -2569831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2569841.500000 Penalty: 4875.814941
	Iteration 37Q: 3 clusters Score -2569842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2569852.750000 Penalty: 4875.814941
	Iteration 38Q: 3 clusters Score -2569853 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2569863.750000 Penalty: 4875.814941
	Iteration 39Q: 3 clusters Score -2569864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2569884.500000 Penalty: 4875.814941
	Iteration 40F: 3 clusters Score -2569884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2569883.750000 Penalty: 4875.814941
	Iteration 41Q: 3 clusters Score -2569884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2569891.250000 Penalty: 4875.814941
	Iteration 42Q: 3 clusters Score -2569891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2569896.250000 Penalty: 4875.814941
	Iteration 43Q: 3 clusters Score -2569896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2569901.000000 Penalty: 4875.814941
	Iteration 44Q: 3 clusters Score -2569901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2569904.250000 Penalty: 4875.814941
	Iteration 45Q: 3 clusters Score -2569904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2569907.750000 Penalty: 4875.814941
	Iteration 46Q: 3 clusters Score -2569908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2569911.500000 Penalty: 4875.814941
	Iteration 47Q: 3 clusters Score -2569912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2569913.250000 Penalty: 4875.814941
	Iteration 48Q: 3 clusters Score -2569913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2569908.500000 Penalty: 4875.814941
	Iteration 49Q: 3 clusters Score -2569908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2569912.000000 Penalty: 4875.814941
	Iteration 50Q: 3 clusters Score -2569912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2569914.500000 Penalty: 4875.814941
	Iteration 51Q: 3 clusters Score -2569914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2569919.250000 Penalty: 4875.814941
	Iteration 52Q: 3 clusters Score -2569919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2569919.250000 Penalty: 4875.814941
	Iteration 53Q: 3 clusters Score -2569919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2569917.500000 Penalty: 4875.814941
	Iteration 54Q: 3 clusters Score -2569918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2569920.000000 Penalty: 4875.814941
	Iteration 55Q: 3 clusters Score -2569920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2569920.000000 Penalty: 4875.814941
	Iteration 56F: 3 clusters Score -2569920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (28506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Entering Unmasked Estep 
Score: -4287213.500000 Penalty: 2543.951660
	Iteration 0F: 2 clusters Score -4287214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4267769.000000 Penalty: 5087.903320
	Iteration 0F: 3 clusters Score -4267769 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -4274647.500000 Penalty: 5087.903320
	Iteration 1F: 3 clusters Score -4274648 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4275034.000000 Penalty: 5087.903320
	Iteration 2Q: 3 clusters Score -4275034 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -4275348.000000 Penalty: 5087.903320
	Iteration 3Q: 3 clusters Score -4275348 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4275657.000000 Penalty: 5087.903320
	Iteration 4Q: 3 clusters Score -4275657 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4276039.000000 Penalty: 5087.903320
	Iteration 5Q: 3 clusters Score -4276039 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4276512.500000 Penalty: 5087.903320
	Iteration 6Q: 3 clusters Score -4276512 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4277133.500000 Penalty: 5087.903320
	Iteration 7Q: 3 clusters Score -4277134 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4278033.000000 Penalty: 5087.903320
	Iteration 8Q: 3 clusters Score -4278033 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -4279191.000000 Penalty: 5087.903320
	Iteration 9F: 3 clusters Score -4279191 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4280627.000000 Penalty: 5087.903320
	Iteration 10F: 3 clusters Score -4280627 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -4282067.000000 Penalty: 5087.903320
	Iteration 11F: 3 clusters Score -4282067 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -4283325.500000 Penalty: 5087.903320
	Iteration 12Q: 3 clusters Score -4283326 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4284144.000000 Penalty: 5087.903320
	Iteration 13Q: 3 clusters Score -4284144 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4284578.500000 Penalty: 5087.903320
	Iteration 14Q: 3 clusters Score -4284578 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4284846.500000 Penalty: 5087.903320
	Iteration 15Q: 3 clusters Score -4284846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -4284966.500000 Penalty: 5087.903320
	Iteration 16Q: 3 clusters Score -4284966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4285030.000000 Penalty: 5087.903320
	Iteration 17Q: 3 clusters Score -4285030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -4285079.500000 Penalty: 5087.903320
	Iteration 18Q: 3 clusters Score -4285080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -4285110.000000 Penalty: 5087.903320
	Iteration 19Q: 3 clusters Score -4285110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -4285137.500000 Penalty: 5087.903320
	Iteration 20F: 3 clusters Score -4285138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4285147.000000 Penalty: 5087.903320
	Iteration 21Q: 3 clusters Score -4285147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4285154.000000 Penalty: 5087.903320
	Iteration 22Q: 3 clusters Score -4285154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4285160.500000 Penalty: 5087.903320
	Iteration 23Q: 3 clusters Score -4285160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4285176.000000 Penalty: 5087.903320
	Iteration 24Q: 3 clusters Score -4285176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -4285181.500000 Penalty: 5087.903320
	Iteration 25Q: 3 clusters Score -4285182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4285188.000000 Penalty: 5087.903320
	Iteration 26Q: 3 clusters Score -4285188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4285189.000000 Penalty: 5087.903320
	Iteration 27Q: 3 clusters Score -4285189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4285187.000000 Penalty: 5087.903320
	Iteration 28Q: 3 clusters Score -4285187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -4285190.000000 Penalty: 5087.903320
	Iteration 29Q: 3 clusters Score -4285190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4285187.500000 Penalty: 5087.903320
	Iteration 30Q: 3 clusters Score -4285188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -4285188.500000 Penalty: 5087.903320
	Iteration 31Q: 3 clusters Score -4285188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -4285192.500000 Penalty: 5087.903320
	Iteration 32Q: 3 clusters Score -4285192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4285198.500000 Penalty: 5087.903320
	Iteration 33Q: 3 clusters Score -4285198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4285203.500000 Penalty: 5087.903320
	Iteration 34Q: 3 clusters Score -4285204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4285199.000000 Penalty: 5087.903320
	Iteration 35Q: 3 clusters Score -4285199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4285200.500000 Penalty: 5087.903320
	Iteration 36Q: 3 clusters Score -4285200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4285198.500000 Penalty: 5087.903320
	Iteration 37Q: 3 clusters Score -4285198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4285198.500000 Penalty: 5087.903320
	Iteration 38F: 3 clusters Score -4285198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Entering Unmasked Estep 
Score: -1813627.500000 Penalty: 2334.088379
	Iteration 0F: 2 clusters Score -1813628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1804617.625000 Penalty: 4668.176758
	Iteration 0F: 3 clusters Score -1804618 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1807461.875000 Penalty: 4668.176758
	Iteration 1F: 3 clusters Score -1807462 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1807986.750000 Penalty: 4668.176758
	Iteration 2F: 3 clusters Score -1807987 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1808439.125000 Penalty: 4668.176758
	Iteration 3F: 3 clusters Score -1808439 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1808811.375000 Penalty: 4668.176758
	Iteration 4F: 3 clusters Score -1808811 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1809154.375000 Penalty: 4668.176758
	Iteration 5Q: 3 clusters Score -1809154 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1809498.750000 Penalty: 4668.176758
	Iteration 6Q: 3 clusters Score -1809499 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1809845.375000 Penalty: 4668.176758
	Iteration 7Q: 3 clusters Score -1809845 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1810175.625000 Penalty: 4668.176758
	Iteration 8Q: 3 clusters Score -1810176 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1810498.375000 Penalty: 4668.176758
	Iteration 9Q: 3 clusters Score -1810498 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1810784.375000 Penalty: 4668.176758
	Iteration 10Q: 3 clusters Score -1810784 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1811053.625000 Penalty: 4668.176758
	Iteration 11Q: 3 clusters Score -1811054 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1811331.250000 Penalty: 4668.176758
	Iteration 12Q: 3 clusters Score -1811331 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1811573.125000 Penalty: 4668.176758
	Iteration 13Q: 3 clusters Score -1811573 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1811755.250000 Penalty: 4668.176758
	Iteration 14Q: 3 clusters Score -1811755 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1811904.625000 Penalty: 4668.176758
	Iteration 15Q: 3 clusters Score -1811905 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1811997.500000 Penalty: 4668.176758
	Iteration 16Q: 3 clusters Score -1811998 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1812071.125000 Penalty: 4668.176758
	Iteration 17Q: 3 clusters Score -1812071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1812133.375000 Penalty: 4668.176758
	Iteration 18Q: 3 clusters Score -1812133 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1812181.000000 Penalty: 4668.176758
	Iteration 19Q: 3 clusters Score -1812181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1812215.125000 Penalty: 4668.176758
	Iteration 20F: 3 clusters Score -1812215 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1812253.250000 Penalty: 4668.176758
	Iteration 21Q: 3 clusters Score -1812253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1812288.875000 Penalty: 4668.176758
	Iteration 22Q: 3 clusters Score -1812289 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1812334.375000 Penalty: 4668.176758
	Iteration 23Q: 3 clusters Score -1812334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1812374.500000 Penalty: 4668.176758
	Iteration 24Q: 3 clusters Score -1812374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1812409.375000 Penalty: 4668.176758
	Iteration 25Q: 3 clusters Score -1812409 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1812445.000000 Penalty: 4668.176758
	Iteration 26Q: 3 clusters Score -1812445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1812469.625000 Penalty: 4668.176758
	Iteration 27Q: 3 clusters Score -1812470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1812501.375000 Penalty: 4668.176758
	Iteration 28Q: 3 clusters Score -1812501 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1812529.500000 Penalty: 4668.176758
	Iteration 29Q: 3 clusters Score -1812530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1812557.375000 Penalty: 4668.176758
	Iteration 30Q: 3 clusters Score -1812557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1812580.750000 Penalty: 4668.176758
	Iteration 31Q: 3 clusters Score -1812581 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1812608.375000 Penalty: 4668.176758
	Iteration 32Q: 3 clusters Score -1812608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1812644.625000 Penalty: 4668.176758
	Iteration 33Q: 3 clusters Score -1812645 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1812681.500000 Penalty: 4668.176758
	Iteration 34Q: 3 clusters Score -1812682 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1812725.375000 Penalty: 4668.176758
	Iteration 35Q: 3 clusters Score -1812725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1812768.125000 Penalty: 4668.176758
	Iteration 36Q: 3 clusters Score -1812768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1812791.875000 Penalty: 4668.176758
	Iteration 37Q: 3 clusters Score -1812792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1812818.500000 Penalty: 4668.176758
	Iteration 38Q: 3 clusters Score -1812818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1812838.875000 Penalty: 4668.176758
	Iteration 39Q: 3 clusters Score -1812839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1812857.125000 Penalty: 4668.176758
	Iteration 40F: 3 clusters Score -1812857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1812870.000000 Penalty: 4668.176758
	Iteration 41Q: 3 clusters Score -1812870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1812890.625000 Penalty: 4668.176758
	Iteration 42Q: 3 clusters Score -1812891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1812908.125000 Penalty: 4668.176758
	Iteration 43Q: 3 clusters Score -1812908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1812915.375000 Penalty: 4668.176758
	Iteration 44Q: 3 clusters Score -1812915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1812935.625000 Penalty: 4668.176758
	Iteration 45Q: 3 clusters Score -1812936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1812956.750000 Penalty: 4668.176758
	Iteration 46Q: 3 clusters Score -1812957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1812967.375000 Penalty: 4668.176758
	Iteration 47Q: 3 clusters Score -1812967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1812980.125000 Penalty: 4668.176758
	Iteration 48Q: 3 clusters Score -1812980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1812988.500000 Penalty: 4668.176758
	Iteration 49Q: 3 clusters Score -1812988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1812991.625000 Penalty: 4668.176758
	Iteration 50Q: 3 clusters Score -1812992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1812993.875000 Penalty: 4668.176758
	Iteration 51Q: 3 clusters Score -1812994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1813007.250000 Penalty: 4668.176758
	Iteration 52Q: 3 clusters Score -1813007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1813006.875000 Penalty: 4668.176758
	Iteration 53Q: 3 clusters Score -1813007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1813016.375000 Penalty: 4668.176758
	Iteration 54Q: 3 clusters Score -1813016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1813030.875000 Penalty: 4668.176758
	Iteration 55Q: 3 clusters Score -1813031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1813031.875000 Penalty: 4668.176758
	Iteration 56Q: 3 clusters Score -1813032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1813035.375000 Penalty: 4668.176758
	Iteration 57Q: 3 clusters Score -1813035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1813037.125000 Penalty: 4668.176758
	Iteration 58Q: 3 clusters Score -1813037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1813038.875000 Penalty: 4668.176758
	Iteration 59Q: 3 clusters Score -1813039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1813036.500000 Penalty: 4668.176758
	Iteration 60F: 3 clusters Score -1813036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1813038.625000 Penalty: 4668.176758
	Iteration 61Q: 3 clusters Score -1813039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1813038.625000 Penalty: 4668.176758
	Iteration 62F: 3 clusters Score -1813039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -1165345.750000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -1165346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1158847.000000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -1158847 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1160571.125000 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -1160571 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1160876.875000 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -1160877 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1161122.500000 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -1161122 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1161347.125000 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -1161347 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1161567.625000 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -1161568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1161793.750000 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -1161794 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1162011.750000 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -1162012 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1162210.500000 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -1162210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1162392.500000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -1162392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1162557.375000 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -1162557 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1162716.250000 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -1162716 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1162885.000000 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -1162885 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1163036.000000 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -1163036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1163205.875000 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -1163206 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1163363.000000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -1163363 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1163496.000000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -1163496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1163576.125000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -1163576 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1163631.625000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -1163632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1163673.750000 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -1163674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1163720.000000 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -1163720 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1163770.750000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -1163771 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1163842.125000 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -1163842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1163915.500000 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -1163916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1163976.625000 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -1163977 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1164025.875000 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -1164026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1164048.125000 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -1164048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1164065.500000 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -1164066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1164076.250000 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -1164076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1164080.125000 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -1164080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1164088.000000 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -1164088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1164095.500000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -1164096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1164097.125000 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -1164097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1164097.250000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -1164097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1164097.375000 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -1164097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1164097.625000 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -1164098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1164097.375000 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -1164097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1164096.625000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -1164097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1164097.750000 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -1164098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1164102.250000 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -1164102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1164103.750000 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -1164104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Entering Unmasked Estep 
Score: -4762122.000000 Penalty: 2572.377686
	Iteration 0F: 2 clusters Score -4762122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4740301.500000 Penalty: 5144.755371
	Iteration 0F: 3 clusters Score -4740302 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4748221.000000 Penalty: 5144.755371
	Iteration 1F: 3 clusters Score -4748221 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -4748583.500000 Penalty: 5144.755371
	Iteration 2Q: 3 clusters Score -4748584 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -4748909.500000 Penalty: 5144.755371
	Iteration 3Q: 3 clusters Score -4748910 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4749157.500000 Penalty: 5144.755371
	Iteration 4Q: 3 clusters Score -4749158 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4749391.000000 Penalty: 5144.755371
	Iteration 5Q: 3 clusters Score -4749391 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4749650.500000 Penalty: 5144.755371
	Iteration 6Q: 3 clusters Score -4749650 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4749936.500000 Penalty: 5144.755371
	Iteration 7Q: 3 clusters Score -4749936 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -4750368.000000 Penalty: 5144.755371
	Iteration 8Q: 3 clusters Score -4750368 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -4750982.500000 Penalty: 5144.755371
	Iteration 9Q: 3 clusters Score -4750982 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4751769.000000 Penalty: 5144.755371
	Iteration 10Q: 3 clusters Score -4751769 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4752867.500000 Penalty: 5144.755371
	Iteration 11Q: 3 clusters Score -4752868 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -4754048.500000 Penalty: 5144.755371
	Iteration 12F: 3 clusters Score -4754048 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -4755279.000000 Penalty: 5144.755371
	Iteration 13Q: 3 clusters Score -4755279 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4756298.000000 Penalty: 5144.755371
	Iteration 14Q: 3 clusters Score -4756298 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4757079.000000 Penalty: 5144.755371
	Iteration 15Q: 3 clusters Score -4757079 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4757692.000000 Penalty: 5144.755371
	Iteration 16Q: 3 clusters Score -4757692 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4758160.500000 Penalty: 5144.755371
	Iteration 17Q: 3 clusters Score -4758160 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -4758513.500000 Penalty: 5144.755371
	Iteration 18Q: 3 clusters Score -4758514 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4758828.500000 Penalty: 5144.755371
	Iteration 19Q: 3 clusters Score -4758828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -4759071.000000 Penalty: 5144.755371
	Iteration 20F: 3 clusters Score -4759071 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4759249.500000 Penalty: 5144.755371
	Iteration 21Q: 3 clusters Score -4759250 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4759355.000000 Penalty: 5144.755371
	Iteration 22Q: 3 clusters Score -4759355 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4759483.000000 Penalty: 5144.755371
	Iteration 23Q: 3 clusters Score -4759483 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4759568.000000 Penalty: 5144.755371
	Iteration 24Q: 3 clusters Score -4759568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4759635.500000 Penalty: 5144.755371
	Iteration 25Q: 3 clusters Score -4759636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4759690.500000 Penalty: 5144.755371
	Iteration 26Q: 3 clusters Score -4759690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4759730.500000 Penalty: 5144.755371
	Iteration 27Q: 3 clusters Score -4759730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4759760.500000 Penalty: 5144.755371
	Iteration 28Q: 3 clusters Score -4759760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4759798.500000 Penalty: 5144.755371
	Iteration 29Q: 3 clusters Score -4759798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -4759825.500000 Penalty: 5144.755371
	Iteration 30Q: 3 clusters Score -4759826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4759841.500000 Penalty: 5144.755371
	Iteration 31Q: 3 clusters Score -4759842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4759860.000000 Penalty: 5144.755371
	Iteration 32Q: 3 clusters Score -4759860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4759872.500000 Penalty: 5144.755371
	Iteration 33Q: 3 clusters Score -4759872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4759882.500000 Penalty: 5144.755371
	Iteration 34Q: 3 clusters Score -4759882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4759897.500000 Penalty: 5144.755371
	Iteration 35Q: 3 clusters Score -4759898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4759904.500000 Penalty: 5144.755371
	Iteration 36Q: 3 clusters Score -4759904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4759910.000000 Penalty: 5144.755371
	Iteration 37Q: 3 clusters Score -4759910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4759909.500000 Penalty: 5144.755371
	Iteration 38Q: 3 clusters Score -4759910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4759919.500000 Penalty: 5144.755371
	Iteration 39Q: 3 clusters Score -4759920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -4759914.000000 Penalty: 5144.755371
	Iteration 40F: 3 clusters Score -4759914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4759918.500000 Penalty: 5144.755371
	Iteration 41Q: 3 clusters Score -4759918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4759935.000000 Penalty: 5144.755371
	Iteration 42Q: 3 clusters Score -4759935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4759937.500000 Penalty: 5144.755371
	Iteration 43Q: 3 clusters Score -4759938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4759946.500000 Penalty: 5144.755371
	Iteration 44Q: 3 clusters Score -4759946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4759947.000000 Penalty: 5144.755371
	Iteration 45Q: 3 clusters Score -4759947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4759949.500000 Penalty: 5144.755371
	Iteration 46Q: 3 clusters Score -4759950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4759946.000000 Penalty: 5144.755371
	Iteration 47Q: 3 clusters Score -4759946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4759946.000000 Penalty: 5144.755371
	Iteration 48Q: 3 clusters Score -4759946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4759946.000000 Penalty: 5144.755371
	Iteration 49F: 3 clusters Score -4759946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -58991.566406 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -58991.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57619.246094 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -57619.25 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57985.734375 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -57985.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58153.863281 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58153.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58256.992188 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -58256.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58324.777344 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58324.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58394.125000 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58394.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -58428.164062 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58428.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58467.300781 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58467.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58510.964844 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -58510.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58549.410156 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -58549.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58594.957031 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -58594.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58617.433594 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -58617.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58637.394531 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -58637.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58643.558594 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -58643.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58654.761719 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -58654.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58664.339844 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -58664.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58673.621094 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -58673.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58680.820312 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -58680.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58686.070312 Penalty: 3072.425049
	Iteration 18F: 3 clusters Score -58686.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58711.484375 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -58711.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58717.554688 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -58717.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Entering Unmasked Estep 
Score: -1513890.125000 Penalty: 2289.391357
	Iteration 0F: 2 clusters Score -1513890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1506107.125000 Penalty: 4578.782715
	Iteration 0F: 3 clusters Score -1506107 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1508279.750000 Penalty: 4578.782715
	Iteration 1F: 3 clusters Score -1508280 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1508544.125000 Penalty: 4578.782715
	Iteration 2F: 3 clusters Score -1508544 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1508747.625000 Penalty: 4578.782715
	Iteration 3Q: 3 clusters Score -1508748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1508909.125000 Penalty: 4578.782715
	Iteration 4Q: 3 clusters Score -1508909 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1509024.875000 Penalty: 4578.782715
	Iteration 5Q: 3 clusters Score -1509025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1509137.250000 Penalty: 4578.782715
	Iteration 6Q: 3 clusters Score -1509137 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1509235.250000 Penalty: 4578.782715
	Iteration 7Q: 3 clusters Score -1509235 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1509320.750000 Penalty: 4578.782715
	Iteration 8Q: 3 clusters Score -1509321 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1509412.875000 Penalty: 4578.782715
	Iteration 9Q: 3 clusters Score -1509413 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1509501.750000 Penalty: 4578.782715
	Iteration 10Q: 3 clusters Score -1509502 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1509594.875000 Penalty: 4578.782715
	Iteration 11Q: 3 clusters Score -1509595 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1509690.125000 Penalty: 4578.782715
	Iteration 12Q: 3 clusters Score -1509690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1509784.125000 Penalty: 4578.782715
	Iteration 13Q: 3 clusters Score -1509784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1509877.250000 Penalty: 4578.782715
	Iteration 14Q: 3 clusters Score -1509877 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1509967.750000 Penalty: 4578.782715
	Iteration 15Q: 3 clusters Score -1509968 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1510072.625000 Penalty: 4578.782715
	Iteration 16Q: 3 clusters Score -1510073 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1510178.000000 Penalty: 4578.782715
	Iteration 17Q: 3 clusters Score -1510178 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1510319.625000 Penalty: 4578.782715
	Iteration 18Q: 3 clusters Score -1510320 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1510477.875000 Penalty: 4578.782715
	Iteration 19Q: 3 clusters Score -1510478 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1510643.125000 Penalty: 4578.782715
	Iteration 20F: 3 clusters Score -1510643 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1510822.625000 Penalty: 4578.782715
	Iteration 21Q: 3 clusters Score -1510823 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1510999.750000 Penalty: 4578.782715
	Iteration 22Q: 3 clusters Score -1511000 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1511162.625000 Penalty: 4578.782715
	Iteration 23Q: 3 clusters Score -1511163 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1511304.625000 Penalty: 4578.782715
	Iteration 24Q: 3 clusters Score -1511305 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1511395.500000 Penalty: 4578.782715
	Iteration 25Q: 3 clusters Score -1511396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1511487.625000 Penalty: 4578.782715
	Iteration 26Q: 3 clusters Score -1511488 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1511564.875000 Penalty: 4578.782715
	Iteration 27Q: 3 clusters Score -1511565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1511624.750000 Penalty: 4578.782715
	Iteration 28Q: 3 clusters Score -1511625 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1511671.750000 Penalty: 4578.782715
	Iteration 29Q: 3 clusters Score -1511672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1511701.625000 Penalty: 4578.782715
	Iteration 30Q: 3 clusters Score -1511702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1511733.375000 Penalty: 4578.782715
	Iteration 31Q: 3 clusters Score -1511733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1511751.750000 Penalty: 4578.782715
	Iteration 32Q: 3 clusters Score -1511752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1511774.250000 Penalty: 4578.782715
	Iteration 33Q: 3 clusters Score -1511774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1511796.875000 Penalty: 4578.782715
	Iteration 34Q: 3 clusters Score -1511797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1511817.125000 Penalty: 4578.782715
	Iteration 35Q: 3 clusters Score -1511817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1511832.125000 Penalty: 4578.782715
	Iteration 36Q: 3 clusters Score -1511832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1511845.625000 Penalty: 4578.782715
	Iteration 37Q: 3 clusters Score -1511846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1511858.000000 Penalty: 4578.782715
	Iteration 38Q: 3 clusters Score -1511858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1511861.750000 Penalty: 4578.782715
	Iteration 39Q: 3 clusters Score -1511862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1511863.000000 Penalty: 4578.782715
	Iteration 40F: 3 clusters Score -1511863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1511861.750000 Penalty: 4578.782715
	Iteration 41Q: 3 clusters Score -1511862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1511866.250000 Penalty: 4578.782715
	Iteration 42Q: 3 clusters Score -1511866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1511871.750000 Penalty: 4578.782715
	Iteration 43Q: 3 clusters Score -1511872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1511877.625000 Penalty: 4578.782715
	Iteration 44Q: 3 clusters Score -1511878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1511880.250000 Penalty: 4578.782715
	Iteration 45Q: 3 clusters Score -1511880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1511882.125000 Penalty: 4578.782715
	Iteration 46Q: 3 clusters Score -1511882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1511885.750000 Penalty: 4578.782715
	Iteration 47Q: 3 clusters Score -1511886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1511889.000000 Penalty: 4578.782715
	Iteration 48Q: 3 clusters Score -1511889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1511888.875000 Penalty: 4578.782715
	Iteration 49Q: 3 clusters Score -1511889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1511891.375000 Penalty: 4578.782715
	Iteration 50Q: 3 clusters Score -1511891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1511889.750000 Penalty: 4578.782715
	Iteration 51Q: 3 clusters Score -1511890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1511891.125000 Penalty: 4578.782715
	Iteration 52Q: 3 clusters Score -1511891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1511892.625000 Penalty: 4578.782715
	Iteration 53Q: 3 clusters Score -1511893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1511898.125000 Penalty: 4578.782715
	Iteration 54Q: 3 clusters Score -1511898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1511898.625000 Penalty: 4578.782715
	Iteration 55Q: 3 clusters Score -1511899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1511899.750000 Penalty: 4578.782715
	Iteration 56Q: 3 clusters Score -1511900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1511904.000000 Penalty: 4578.782715
	Iteration 57Q: 3 clusters Score -1511904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1511909.750000 Penalty: 4578.782715
	Iteration 58Q: 3 clusters Score -1511910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1511909.375000 Penalty: 4578.782715
	Iteration 59Q: 3 clusters Score -1511909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1511914.875000 Penalty: 4578.782715
	Iteration 60F: 3 clusters Score -1511915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1511919.375000 Penalty: 4578.782715
	Iteration 61Q: 3 clusters Score -1511919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1511920.750000 Penalty: 4578.782715
	Iteration 62Q: 3 clusters Score -1511921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1511923.000000 Penalty: 4578.782715
	Iteration 63Q: 3 clusters Score -1511923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1511921.625000 Penalty: 4578.782715
	Iteration 64Q: 3 clusters Score -1511922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1511922.750000 Penalty: 4578.782715
	Iteration 65Q: 3 clusters Score -1511923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1511926.125000 Penalty: 4578.782715
	Iteration 66Q: 3 clusters Score -1511926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1511924.250000 Penalty: 4578.782715
	Iteration 67Q: 3 clusters Score -1511924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1511926.500000 Penalty: 4578.782715
	Iteration 68Q: 3 clusters Score -1511926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1511931.375000 Penalty: 4578.782715
	Iteration 69Q: 3 clusters Score -1511931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1511929.000000 Penalty: 4578.782715
	Iteration 70Q: 3 clusters Score -1511929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1511929.875000 Penalty: 4578.782715
	Iteration 71Q: 3 clusters Score -1511930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1511931.875000 Penalty: 4578.782715
	Iteration 72Q: 3 clusters Score -1511932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1511938.250000 Penalty: 4578.782715
	Iteration 73Q: 3 clusters Score -1511938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1511943.250000 Penalty: 4578.782715
	Iteration 74Q: 3 clusters Score -1511943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1511946.375000 Penalty: 4578.782715
	Iteration 75Q: 3 clusters Score -1511946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1511944.250000 Penalty: 4578.782715
	Iteration 76Q: 3 clusters Score -1511944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1511944.250000 Penalty: 4578.782715
	Iteration 77F: 3 clusters Score -1511944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Entering Unmasked Estep 
Score: -8382864.000000 Penalty: 2727.377197
	Iteration 0F: 2 clusters Score -8382864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -8342908.500000 Penalty: 5454.754395
	Iteration 0F: 3 clusters Score -8342908 nChanged 27734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -8360356.000000 Penalty: 5454.754395
	Iteration 1F: 3 clusters Score -8360356 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8362152.500000 Penalty: 5454.754395
	Iteration 2F: 3 clusters Score -8362152 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -8363963.500000 Penalty: 5454.754395
	Iteration 3F: 3 clusters Score -8363964 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -8365789.500000 Penalty: 5454.754395
	Iteration 4F: 3 clusters Score -8365790 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -8367837.500000 Penalty: 5454.754395
	Iteration 5F: 3 clusters Score -8367838 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8370040.500000 Penalty: 5454.754395
	Iteration 6F: 3 clusters Score -8370040 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -8372372.000000 Penalty: 5454.754395
	Iteration 7F: 3 clusters Score -8372372 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -8374767.000000 Penalty: 5454.754395
	Iteration 8F: 3 clusters Score -8374767 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -8376823.000000 Penalty: 5454.754395
	Iteration 9Q: 3 clusters Score -8376823 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -8378426.500000 Penalty: 5454.754395
	Iteration 10Q: 3 clusters Score -8378426 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -8379526.500000 Penalty: 5454.754395
	Iteration 11Q: 3 clusters Score -8379526 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -8380354.500000 Penalty: 5454.754395
	Iteration 12Q: 3 clusters Score -8380354 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -8380859.000000 Penalty: 5454.754395
	Iteration 13Q: 3 clusters Score -8380859 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -8381144.000000 Penalty: 5454.754395
	Iteration 14Q: 3 clusters Score -8381144 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -8381357.500000 Penalty: 5454.754395
	Iteration 15Q: 3 clusters Score -8381358 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -8381540.500000 Penalty: 5454.754395
	Iteration 16Q: 3 clusters Score -8381540 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -8381639.500000 Penalty: 5454.754395
	Iteration 17Q: 3 clusters Score -8381640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -8381725.000000 Penalty: 5454.754395
	Iteration 18Q: 3 clusters Score -8381725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 58302 members 
Entering Unmasked Estep 
Score: -8381791.500000 Penalty: 5454.754395
	Iteration 19Q: 3 clusters Score -8381792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -8381801.500000 Penalty: 5454.754395
	Iteration 20F: 3 clusters Score -8381802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -8381822.500000 Penalty: 5454.754395
	Iteration 21Q: 3 clusters Score -8381822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -8381847.500000 Penalty: 5454.754395
	Iteration 22Q: 3 clusters Score -8381848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 58389 members 
Entering Unmasked Estep 
Score: -8381859.500000 Penalty: 5454.754395
	Iteration 23Q: 3 clusters Score -8381860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -8381862.000000 Penalty: 5454.754395
	Iteration 24Q: 3 clusters Score -8381862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -8381886.000000 Penalty: 5454.754395
	Iteration 25Q: 3 clusters Score -8381886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 58428 members 
Entering Unmasked Estep 
Score: -8381896.000000 Penalty: 5454.754395
	Iteration 26Q: 3 clusters Score -8381896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -8381902.000000 Penalty: 5454.754395
	Iteration 27Q: 3 clusters Score -8381902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -8381903.000000 Penalty: 5454.754395
	Iteration 28Q: 3 clusters Score -8381903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -8381898.000000 Penalty: 5454.754395
	Iteration 29Q: 3 clusters Score -8381898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -8381911.000000 Penalty: 5454.754395
	Iteration 30Q: 3 clusters Score -8381911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -8381908.000000 Penalty: 5454.754395
	Iteration 31Q: 3 clusters Score -8381908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -8381911.000000 Penalty: 5454.754395
	Iteration 32Q: 3 clusters Score -8381911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -8381914.000000 Penalty: 5454.754395
	Iteration 33Q: 3 clusters Score -8381914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -8381924.500000 Penalty: 5454.754395
	Iteration 34Q: 3 clusters Score -8381924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -8381921.500000 Penalty: 5454.754395
	Iteration 35Q: 3 clusters Score -8381922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -8381928.000000 Penalty: 5454.754395
	Iteration 36Q: 3 clusters Score -8381928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -8381938.500000 Penalty: 5454.754395
	Iteration 37Q: 3 clusters Score -8381938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -8381929.500000 Penalty: 5454.754395
	Iteration 38Q: 3 clusters Score -8381930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -8381926.500000 Penalty: 5454.754395
	Iteration 39Q: 3 clusters Score -8381926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 58466 members 
Entering Unmasked Estep 
Score: -8381926.500000 Penalty: 5454.754395
	Iteration 40F: 3 clusters Score -8381926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1429317.500000 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1429318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1421820.750000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1421821 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1424118.750000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1424119 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1424630.500000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1424630 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1425078.375000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1425078 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1425462.625000 Penalty: 4554.600098
	Iteration 4F: 3 clusters Score -1425463 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1425794.875000 Penalty: 4554.600098
	Iteration 5F: 3 clusters Score -1425795 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1426057.125000 Penalty: 4554.600098
	Iteration 6Q: 3 clusters Score -1426057 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1426292.375000 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1426292 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1426512.250000 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1426512 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1426734.625000 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1426735 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1426928.250000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1426928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1427121.500000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1427122 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1427307.125000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1427307 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1427519.250000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1427519 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1427720.750000 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1427721 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1427870.750000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1427871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1427968.500000 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1427968 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1428031.875000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1428032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1428081.750000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1428082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1428115.500000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1428116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1428141.875000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1428142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1428168.500000 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1428168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1428191.500000 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1428192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1428212.875000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1428213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1428222.625000 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1428223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1428237.875000 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1428238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1428251.375000 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1428251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1428262.375000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1428262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1428268.000000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1428268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1428275.750000 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1428276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1428278.375000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1428278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1428284.250000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1428284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1428289.500000 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1428290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1428286.750000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1428287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1428290.375000 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1428290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1428298.500000 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1428298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1428296.500000 Penalty: 4554.600098
	Iteration 36Q: 3 clusters Score -1428296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1428299.875000 Penalty: 4554.600098
	Iteration 37Q: 3 clusters Score -1428300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1428298.625000 Penalty: 4554.600098
	Iteration 38Q: 3 clusters Score -1428299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1428299.750000 Penalty: 4554.600098
	Iteration 39Q: 3 clusters Score -1428300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1428301.875000 Penalty: 4554.600098
	Iteration 40F: 3 clusters Score -1428302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Entering Unmasked Estep 
Score: -777547.125000 Penalty: 2141.032715
	Iteration 0F: 2 clusters Score -777547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -772615.250000 Penalty: 4282.065430
	Iteration 0F: 3 clusters Score -772615.2 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -774007.312500 Penalty: 4282.065430
	Iteration 1F: 3 clusters Score -774007.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -774462.687500 Penalty: 4282.065430
	Iteration 2F: 3 clusters Score -774462.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -774908.812500 Penalty: 4282.065430
	Iteration 3F: 3 clusters Score -774908.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -775348.812500 Penalty: 4282.065430
	Iteration 4F: 3 clusters Score -775348.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -775749.375000 Penalty: 4282.065430
	Iteration 5F: 3 clusters Score -775749.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -776045.812500 Penalty: 4282.065430
	Iteration 6F: 3 clusters Score -776045.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -776251.250000 Penalty: 4282.065430
	Iteration 7Q: 3 clusters Score -776251.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -776369.250000 Penalty: 4282.065430
	Iteration 8Q: 3 clusters Score -776369.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -776440.375000 Penalty: 4282.065430
	Iteration 9Q: 3 clusters Score -776440.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -776498.312500 Penalty: 4282.065430
	Iteration 10Q: 3 clusters Score -776498.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -776535.875000 Penalty: 4282.065430
	Iteration 11Q: 3 clusters Score -776535.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -776567.750000 Penalty: 4282.065430
	Iteration 12Q: 3 clusters Score -776567.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -776599.312500 Penalty: 4282.065430
	Iteration 13Q: 3 clusters Score -776599.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -776635.125000 Penalty: 4282.065430
	Iteration 14Q: 3 clusters Score -776635.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -776686.750000 Penalty: 4282.065430
	Iteration 15Q: 3 clusters Score -776686.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -776746.000000 Penalty: 4282.065430
	Iteration 16Q: 3 clusters Score -776746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -776795.750000 Penalty: 4282.065430
	Iteration 17Q: 3 clusters Score -776795.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -776834.125000 Penalty: 4282.065430
	Iteration 18Q: 3 clusters Score -776834.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -776859.625000 Penalty: 4282.065430
	Iteration 19Q: 3 clusters Score -776859.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -776874.250000 Penalty: 4282.065430
	Iteration 20F: 3 clusters Score -776874.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -776885.125000 Penalty: 4282.065430
	Iteration 21Q: 3 clusters Score -776885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -776888.062500 Penalty: 4282.065430
	Iteration 22Q: 3 clusters Score -776888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -776892.750000 Penalty: 4282.065430
	Iteration 23Q: 3 clusters Score -776892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -776896.437500 Penalty: 4282.065430
	Iteration 24Q: 3 clusters Score -776896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -776897.062500 Penalty: 4282.065430
	Iteration 25Q: 3 clusters Score -776897.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -776899.437500 Penalty: 4282.065430
	Iteration 26Q: 3 clusters Score -776899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -776900.062500 Penalty: 4282.065430
	Iteration 27Q: 3 clusters Score -776900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -776902.875000 Penalty: 4282.065430
	Iteration 28Q: 3 clusters Score -776902.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -776904.312500 Penalty: 4282.065430
	Iteration 29Q: 3 clusters Score -776904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -776905.312500 Penalty: 4282.065430
	Iteration 30Q: 3 clusters Score -776905.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -776908.500000 Penalty: 4282.065430
	Iteration 31Q: 3 clusters Score -776908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -776908.500000 Penalty: 4282.065430
	Iteration 32F: 3 clusters Score -776908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -108020.234375 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -108020.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -106276.351562 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -106276.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106626.093750 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -106626.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106764.773438 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -106764.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106896.867188 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -106896.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107001.929688 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -107001.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107087.234375 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -107087.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107143.421875 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -107143.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107174.093750 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -107174.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -107228.773438 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -107228.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -107267.804688 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -107267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -107300.875000 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -107300.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -107311.937500 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -107311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107319.562500 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -107319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107330.640625 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -107330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107342.382812 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -107342.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107355.335938 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -107355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107357.773438 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -107357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107359.304688 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -107359.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107364.882812 Penalty: 3394.500000
	Iteration 18F: 3 clusters Score -107364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107463.304688 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -107463.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107526.546875 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -107526.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -107620.453125 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -107620.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107631.609375 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -107631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107637.781250 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -107637.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107648.218750 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -107648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107654.375000 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -107654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107659.835938 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -107659.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -107667.875000 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -107667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -107689.906250 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -107689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107695.523438 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -107695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -107698.882812 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -107698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -107701.367188 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -107701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107701.976562 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -107702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -107701.976562 Penalty: 3394.500000
	Iteration 33F: 3 clusters Score -107702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Entering Unmasked Estep 
Score: -1244778.500000 Penalty: 2243.888916
	Iteration 0F: 2 clusters Score -1244778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1238115.375000 Penalty: 4487.777832
	Iteration 0F: 3 clusters Score -1238115 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1240026.500000 Penalty: 4487.777832
	Iteration 1F: 3 clusters Score -1240026 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1240393.000000 Penalty: 4487.777832
	Iteration 2F: 3 clusters Score -1240393 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1240728.500000 Penalty: 4487.777832
	Iteration 3F: 3 clusters Score -1240728 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1241062.375000 Penalty: 4487.777832
	Iteration 4F: 3 clusters Score -1241062 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1241374.250000 Penalty: 4487.777832
	Iteration 5F: 3 clusters Score -1241374 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1241680.625000 Penalty: 4487.777832
	Iteration 6F: 3 clusters Score -1241681 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1241923.500000 Penalty: 4487.777832
	Iteration 7Q: 3 clusters Score -1241924 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1242178.625000 Penalty: 4487.777832
	Iteration 8Q: 3 clusters Score -1242179 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1242446.625000 Penalty: 4487.777832
	Iteration 9Q: 3 clusters Score -1242447 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1242660.125000 Penalty: 4487.777832
	Iteration 10Q: 3 clusters Score -1242660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1242828.625000 Penalty: 4487.777832
	Iteration 11Q: 3 clusters Score -1242829 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1243001.750000 Penalty: 4487.777832
	Iteration 12Q: 3 clusters Score -1243002 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1243161.625000 Penalty: 4487.777832
	Iteration 13Q: 3 clusters Score -1243162 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1243281.375000 Penalty: 4487.777832
	Iteration 14Q: 3 clusters Score -1243281 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1243362.250000 Penalty: 4487.777832
	Iteration 15Q: 3 clusters Score -1243362 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1243410.375000 Penalty: 4487.777832
	Iteration 16Q: 3 clusters Score -1243410 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1243441.000000 Penalty: 4487.777832
	Iteration 17Q: 3 clusters Score -1243441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1243465.750000 Penalty: 4487.777832
	Iteration 18Q: 3 clusters Score -1243466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1243484.875000 Penalty: 4487.777832
	Iteration 19Q: 3 clusters Score -1243485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1243502.750000 Penalty: 4487.777832
	Iteration 20F: 3 clusters Score -1243503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1243517.875000 Penalty: 4487.777832
	Iteration 21Q: 3 clusters Score -1243518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1243531.625000 Penalty: 4487.777832
	Iteration 22Q: 3 clusters Score -1243532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1243540.250000 Penalty: 4487.777832
	Iteration 23Q: 3 clusters Score -1243540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1243548.375000 Penalty: 4487.777832
	Iteration 24Q: 3 clusters Score -1243548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1243551.000000 Penalty: 4487.777832
	Iteration 25Q: 3 clusters Score -1243551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1243553.875000 Penalty: 4487.777832
	Iteration 26Q: 3 clusters Score -1243554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1243558.875000 Penalty: 4487.777832
	Iteration 27Q: 3 clusters Score -1243559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1243564.125000 Penalty: 4487.777832
	Iteration 28Q: 3 clusters Score -1243564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1243566.750000 Penalty: 4487.777832
	Iteration 29Q: 3 clusters Score -1243567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1243567.375000 Penalty: 4487.777832
	Iteration 30Q: 3 clusters Score -1243567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1243568.250000 Penalty: 4487.777832
	Iteration 31Q: 3 clusters Score -1243568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1243571.125000 Penalty: 4487.777832
	Iteration 32Q: 3 clusters Score -1243571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1243575.125000 Penalty: 4487.777832
	Iteration 33Q: 3 clusters Score -1243575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1243574.500000 Penalty: 4487.777832
	Iteration 34Q: 3 clusters Score -1243574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1243577.875000 Penalty: 4487.777832
	Iteration 35Q: 3 clusters Score -1243578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1243580.250000 Penalty: 4487.777832
	Iteration 36Q: 3 clusters Score -1243580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1243582.375000 Penalty: 4487.777832
	Iteration 37Q: 3 clusters Score -1243582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1243584.250000 Penalty: 4487.777832
	Iteration 38Q: 3 clusters Score -1243584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1243589.500000 Penalty: 4487.777832
	Iteration 39Q: 3 clusters Score -1243590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1243594.250000 Penalty: 4487.777832
	Iteration 40F: 3 clusters Score -1243594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1243599.500000 Penalty: 4487.777832
	Iteration 41Q: 3 clusters Score -1243600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1243602.500000 Penalty: 4487.777832
	Iteration 42Q: 3 clusters Score -1243602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1243604.500000 Penalty: 4487.777832
	Iteration 43Q: 3 clusters Score -1243604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1243612.250000 Penalty: 4487.777832
	Iteration 44Q: 3 clusters Score -1243612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1243621.875000 Penalty: 4487.777832
	Iteration 45Q: 3 clusters Score -1243622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1243623.500000 Penalty: 4487.777832
	Iteration 46Q: 3 clusters Score -1243624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1243625.125000 Penalty: 4487.777832
	Iteration 47Q: 3 clusters Score -1243625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1243628.375000 Penalty: 4487.777832
	Iteration 48Q: 3 clusters Score -1243628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1243630.375000 Penalty: 4487.777832
	Iteration 49Q: 3 clusters Score -1243630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1243631.500000 Penalty: 4487.777832
	Iteration 50Q: 3 clusters Score -1243632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1243631.625000 Penalty: 4487.777832
	Iteration 51Q: 3 clusters Score -1243632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1243631.000000 Penalty: 4487.777832
	Iteration 52Q: 3 clusters Score -1243631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1243631.000000 Penalty: 4487.777832
	Iteration 53F: 3 clusters Score -1243631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Entering Unmasked Estep 
Score: -1477838.750000 Penalty: 2281.120361
	Iteration 0F: 2 clusters Score -1477839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1470290.625000 Penalty: 4562.240723
	Iteration 0F: 3 clusters Score -1470291 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1472408.375000 Penalty: 4562.240723
	Iteration 1F: 3 clusters Score -1472408 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1472657.625000 Penalty: 4562.240723
	Iteration 2F: 3 clusters Score -1472658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1472829.750000 Penalty: 4562.240723
	Iteration 3Q: 3 clusters Score -1472830 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1472986.125000 Penalty: 4562.240723
	Iteration 4Q: 3 clusters Score -1472986 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1473111.000000 Penalty: 4562.240723
	Iteration 5Q: 3 clusters Score -1473111 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1473203.125000 Penalty: 4562.240723
	Iteration 6Q: 3 clusters Score -1473203 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1473283.125000 Penalty: 4562.240723
	Iteration 7Q: 3 clusters Score -1473283 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1473359.500000 Penalty: 4562.240723
	Iteration 8Q: 3 clusters Score -1473360 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1473422.500000 Penalty: 4562.240723
	Iteration 9Q: 3 clusters Score -1473422 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1473492.375000 Penalty: 4562.240723
	Iteration 10Q: 3 clusters Score -1473492 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1473565.375000 Penalty: 4562.240723
	Iteration 11Q: 3 clusters Score -1473565 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1473631.125000 Penalty: 4562.240723
	Iteration 12Q: 3 clusters Score -1473631 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1473706.250000 Penalty: 4562.240723
	Iteration 13Q: 3 clusters Score -1473706 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1473794.125000 Penalty: 4562.240723
	Iteration 14Q: 3 clusters Score -1473794 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1473880.250000 Penalty: 4562.240723
	Iteration 15Q: 3 clusters Score -1473880 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1473977.875000 Penalty: 4562.240723
	Iteration 16Q: 3 clusters Score -1473978 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1474073.625000 Penalty: 4562.240723
	Iteration 17Q: 3 clusters Score -1474074 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1474174.250000 Penalty: 4562.240723
	Iteration 18Q: 3 clusters Score -1474174 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1474285.500000 Penalty: 4562.240723
	Iteration 19Q: 3 clusters Score -1474286 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1474414.000000 Penalty: 4562.240723
	Iteration 20F: 3 clusters Score -1474414 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1474529.500000 Penalty: 4562.240723
	Iteration 21Q: 3 clusters Score -1474530 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1474634.875000 Penalty: 4562.240723
	Iteration 22Q: 3 clusters Score -1474635 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1474721.375000 Penalty: 4562.240723
	Iteration 23Q: 3 clusters Score -1474721 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1474803.875000 Penalty: 4562.240723
	Iteration 24Q: 3 clusters Score -1474804 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1474877.875000 Penalty: 4562.240723
	Iteration 25Q: 3 clusters Score -1474878 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1474942.500000 Penalty: 4562.240723
	Iteration 26Q: 3 clusters Score -1474942 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1474992.250000 Penalty: 4562.240723
	Iteration 27Q: 3 clusters Score -1474992 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1475047.000000 Penalty: 4562.240723
	Iteration 28Q: 3 clusters Score -1475047 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1475086.875000 Penalty: 4562.240723
	Iteration 29Q: 3 clusters Score -1475087 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1475122.625000 Penalty: 4562.240723
	Iteration 30Q: 3 clusters Score -1475123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1475151.000000 Penalty: 4562.240723
	Iteration 31Q: 3 clusters Score -1475151 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1475173.750000 Penalty: 4562.240723
	Iteration 32Q: 3 clusters Score -1475174 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1475190.000000 Penalty: 4562.240723
	Iteration 33Q: 3 clusters Score -1475190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1475203.000000 Penalty: 4562.240723
	Iteration 34Q: 3 clusters Score -1475203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1475215.875000 Penalty: 4562.240723
	Iteration 35Q: 3 clusters Score -1475216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1475225.000000 Penalty: 4562.240723
	Iteration 36Q: 3 clusters Score -1475225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1475233.250000 Penalty: 4562.240723
	Iteration 37Q: 3 clusters Score -1475233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1475246.000000 Penalty: 4562.240723
	Iteration 38Q: 3 clusters Score -1475246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1475254.625000 Penalty: 4562.240723
	Iteration 39Q: 3 clusters Score -1475255 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1475260.500000 Penalty: 4562.240723
	Iteration 40F: 3 clusters Score -1475260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1475269.125000 Penalty: 4562.240723
	Iteration 41Q: 3 clusters Score -1475269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1475273.500000 Penalty: 4562.240723
	Iteration 42Q: 3 clusters Score -1475274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1475281.500000 Penalty: 4562.240723
	Iteration 43Q: 3 clusters Score -1475282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1475286.875000 Penalty: 4562.240723
	Iteration 44Q: 3 clusters Score -1475287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1475290.750000 Penalty: 4562.240723
	Iteration 45Q: 3 clusters Score -1475291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1475295.375000 Penalty: 4562.240723
	Iteration 46Q: 3 clusters Score -1475295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1475299.500000 Penalty: 4562.240723
	Iteration 47Q: 3 clusters Score -1475300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1475302.875000 Penalty: 4562.240723
	Iteration 48Q: 3 clusters Score -1475303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1475303.750000 Penalty: 4562.240723
	Iteration 49Q: 3 clusters Score -1475304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1475307.000000 Penalty: 4562.240723
	Iteration 50Q: 3 clusters Score -1475307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1475309.875000 Penalty: 4562.240723
	Iteration 51Q: 3 clusters Score -1475310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1475310.500000 Penalty: 4562.240723
	Iteration 52Q: 3 clusters Score -1475310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1475312.250000 Penalty: 4562.240723
	Iteration 53Q: 3 clusters Score -1475312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1475312.625000 Penalty: 4562.240723
	Iteration 54Q: 3 clusters Score -1475313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1475315.875000 Penalty: 4562.240723
	Iteration 55Q: 3 clusters Score -1475316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1475320.750000 Penalty: 4562.240723
	Iteration 56Q: 3 clusters Score -1475321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1475320.125000 Penalty: 4562.240723
	Iteration 57Q: 3 clusters Score -1475320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1475326.750000 Penalty: 4562.240723
	Iteration 58Q: 3 clusters Score -1475327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1475326.375000 Penalty: 4562.240723
	Iteration 59Q: 3 clusters Score -1475326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1475326.750000 Penalty: 4562.240723
	Iteration 60F: 3 clusters Score -1475327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1475328.375000 Penalty: 4562.240723
	Iteration 61Q: 3 clusters Score -1475328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1475326.750000 Penalty: 4562.240723
	Iteration 62Q: 3 clusters Score -1475327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1475328.750000 Penalty: 4562.240723
	Iteration 63Q: 3 clusters Score -1475329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1475327.750000 Penalty: 4562.240723
	Iteration 64Q: 3 clusters Score -1475328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1475329.375000 Penalty: 4562.240723
	Iteration 65Q: 3 clusters Score -1475329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1475329.500000 Penalty: 4562.240723
	Iteration 66Q: 3 clusters Score -1475330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1475329.000000 Penalty: 4562.240723
	Iteration 67Q: 3 clusters Score -1475329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1475331.500000 Penalty: 4562.240723
	Iteration 68Q: 3 clusters Score -1475332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1475330.000000 Penalty: 4562.240723
	Iteration 69Q: 3 clusters Score -1475330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1475327.500000 Penalty: 4562.240723
	Iteration 70Q: 3 clusters Score -1475328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1475331.125000 Penalty: 4562.240723
	Iteration 71Q: 3 clusters Score -1475331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1475330.000000 Penalty: 4562.240723
	Iteration 72Q: 3 clusters Score -1475330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1475327.125000 Penalty: 4562.240723
	Iteration 73Q: 3 clusters Score -1475327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1475330.500000 Penalty: 4562.240723
	Iteration 74Q: 3 clusters Score -1475330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1475329.875000 Penalty: 4562.240723
	Iteration 75Q: 3 clusters Score -1475330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1475329.875000 Penalty: 4562.240723
	Iteration 76F: 3 clusters Score -1475330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Entering Unmasked Estep 
Score: -804261.250000 Penalty: 2166.170898
	Iteration 0F: 2 clusters Score -804261.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -799170.250000 Penalty: 4332.341797
	Iteration 0F: 3 clusters Score -799170.2 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -801474.250000 Penalty: 4332.341797
	Iteration 1F: 3 clusters Score -801474.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -802520.937500 Penalty: 4332.341797
	Iteration 2F: 3 clusters Score -802520.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -803271.375000 Penalty: 4332.341797
	Iteration 3F: 3 clusters Score -803271.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -803775.437500 Penalty: 4332.341797
	Iteration 4F: 3 clusters Score -803775.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -804105.375000 Penalty: 4332.341797
	Iteration 5F: 3 clusters Score -804105.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -804273.312500 Penalty: 4332.341797
	Iteration 6Q: 3 clusters Score -804273.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -804371.187500 Penalty: 4332.341797
	Iteration 7Q: 3 clusters Score -804371.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -804433.000000 Penalty: 4332.341797
	Iteration 8Q: 3 clusters Score -804433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -804466.000000 Penalty: 4332.341797
	Iteration 9Q: 3 clusters Score -804466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -804497.500000 Penalty: 4332.341797
	Iteration 10Q: 3 clusters Score -804497.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -804524.687500 Penalty: 4332.341797
	Iteration 11Q: 3 clusters Score -804524.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -804562.562500 Penalty: 4332.341797
	Iteration 12Q: 3 clusters Score -804562.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -804589.875000 Penalty: 4332.341797
	Iteration 13Q: 3 clusters Score -804589.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -804608.437500 Penalty: 4332.341797
	Iteration 14Q: 3 clusters Score -804608.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -804622.562500 Penalty: 4332.341797
	Iteration 15Q: 3 clusters Score -804622.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -804633.500000 Penalty: 4332.341797
	Iteration 16Q: 3 clusters Score -804633.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -804643.125000 Penalty: 4332.341797
	Iteration 17Q: 3 clusters Score -804643.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -804649.812500 Penalty: 4332.341797
	Iteration 18Q: 3 clusters Score -804649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -804660.875000 Penalty: 4332.341797
	Iteration 19Q: 3 clusters Score -804660.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -804674.312500 Penalty: 4332.341797
	Iteration 20F: 3 clusters Score -804674.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -804679.437500 Penalty: 4332.341797
	Iteration 21Q: 3 clusters Score -804679.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -804686.500000 Penalty: 4332.341797
	Iteration 22Q: 3 clusters Score -804686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -804695.750000 Penalty: 4332.341797
	Iteration 23Q: 3 clusters Score -804695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -804699.000000 Penalty: 4332.341797
	Iteration 24Q: 3 clusters Score -804699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -804702.562500 Penalty: 4332.341797
	Iteration 25Q: 3 clusters Score -804702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -804703.187500 Penalty: 4332.341797
	Iteration 26Q: 3 clusters Score -804703.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -804704.250000 Penalty: 4332.341797
	Iteration 27Q: 3 clusters Score -804704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -804706.937500 Penalty: 4332.341797
	Iteration 28Q: 3 clusters Score -804706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -804706.250000 Penalty: 4332.341797
	Iteration 29Q: 3 clusters Score -804706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -804706.250000 Penalty: 4332.341797
	Iteration 30F: 3 clusters Score -804706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 16690 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 36159 members 
Mstep: Class 6 contains 26485 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 28506 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10213 members 
Mstep: Class 15 contains 59724 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 2391 members 
Mstep: Class 22 contains 8347 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 19388 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 39519 members 
Mstep: Class 30 contains 12594 members 
Mstep: Class 31 contains 97571 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5417 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80308 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30216 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100030 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 3823 members 
Entering Unmasked Estep 
Score: -115064736.000000 Penalty: 171962.734375
Splitting cluster 21 changes total score from -115065312.000000 to -115064736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Entering Unmasked Estep 
Score: -1243341.625000 Penalty: 2239.354980
	Iteration 0F: 2 clusters Score -1243342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1236737.125000 Penalty: 4478.709961
	Iteration 0F: 3 clusters Score -1236737 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1238727.375000 Penalty: 4478.709961
	Iteration 1F: 3 clusters Score -1238727 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1239052.875000 Penalty: 4478.709961
	Iteration 2F: 3 clusters Score -1239053 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1239305.375000 Penalty: 4478.709961
	Iteration 3F: 3 clusters Score -1239305 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1239540.250000 Penalty: 4478.709961
	Iteration 4Q: 3 clusters Score -1239540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1239721.000000 Penalty: 4478.709961
	Iteration 5Q: 3 clusters Score -1239721 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1239885.500000 Penalty: 4478.709961
	Iteration 6Q: 3 clusters Score -1239886 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1240044.750000 Penalty: 4478.709961
	Iteration 7Q: 3 clusters Score -1240045 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1240182.750000 Penalty: 4478.709961
	Iteration 8Q: 3 clusters Score -1240183 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1240313.875000 Penalty: 4478.709961
	Iteration 9Q: 3 clusters Score -1240314 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1240422.000000 Penalty: 4478.709961
	Iteration 10Q: 3 clusters Score -1240422 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1240514.750000 Penalty: 4478.709961
	Iteration 11Q: 3 clusters Score -1240515 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1240592.125000 Penalty: 4478.709961
	Iteration 12Q: 3 clusters Score -1240592 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1240648.375000 Penalty: 4478.709961
	Iteration 13Q: 3 clusters Score -1240648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1240685.750000 Penalty: 4478.709961
	Iteration 14Q: 3 clusters Score -1240686 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1240715.625000 Penalty: 4478.709961
	Iteration 15Q: 3 clusters Score -1240716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1240746.750000 Penalty: 4478.709961
	Iteration 16Q: 3 clusters Score -1240747 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1240777.875000 Penalty: 4478.709961
	Iteration 17Q: 3 clusters Score -1240778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1240814.875000 Penalty: 4478.709961
	Iteration 18Q: 3 clusters Score -1240815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1240842.500000 Penalty: 4478.709961
	Iteration 19Q: 3 clusters Score -1240842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1240862.375000 Penalty: 4478.709961
	Iteration 20F: 3 clusters Score -1240862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1240884.750000 Penalty: 4478.709961
	Iteration 21Q: 3 clusters Score -1240885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1240898.250000 Penalty: 4478.709961
	Iteration 22Q: 3 clusters Score -1240898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1240910.625000 Penalty: 4478.709961
	Iteration 23Q: 3 clusters Score -1240911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1240924.500000 Penalty: 4478.709961
	Iteration 24Q: 3 clusters Score -1240924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1240937.625000 Penalty: 4478.709961
	Iteration 25Q: 3 clusters Score -1240938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1240947.625000 Penalty: 4478.709961
	Iteration 26Q: 3 clusters Score -1240948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1240954.375000 Penalty: 4478.709961
	Iteration 27Q: 3 clusters Score -1240954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1240960.250000 Penalty: 4478.709961
	Iteration 28Q: 3 clusters Score -1240960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1240967.000000 Penalty: 4478.709961
	Iteration 29Q: 3 clusters Score -1240967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1240972.500000 Penalty: 4478.709961
	Iteration 30Q: 3 clusters Score -1240972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1240977.500000 Penalty: 4478.709961
	Iteration 31Q: 3 clusters Score -1240978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1240982.375000 Penalty: 4478.709961
	Iteration 32Q: 3 clusters Score -1240982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1240982.125000 Penalty: 4478.709961
	Iteration 33Q: 3 clusters Score -1240982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1240986.000000 Penalty: 4478.709961
	Iteration 34Q: 3 clusters Score -1240986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1240989.000000 Penalty: 4478.709961
	Iteration 35Q: 3 clusters Score -1240989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1240992.875000 Penalty: 4478.709961
	Iteration 36Q: 3 clusters Score -1240993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1240994.125000 Penalty: 4478.709961
	Iteration 37Q: 3 clusters Score -1240994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1240997.000000 Penalty: 4478.709961
	Iteration 38Q: 3 clusters Score -1240997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1240997.500000 Penalty: 4478.709961
	Iteration 39Q: 3 clusters Score -1240998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1241006.000000 Penalty: 4478.709961
	Iteration 40F: 3 clusters Score -1241006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1241007.500000 Penalty: 4478.709961
	Iteration 41Q: 3 clusters Score -1241008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1241010.125000 Penalty: 4478.709961
	Iteration 42Q: 3 clusters Score -1241010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1241013.625000 Penalty: 4478.709961
	Iteration 43Q: 3 clusters Score -1241014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1241015.125000 Penalty: 4478.709961
	Iteration 44Q: 3 clusters Score -1241015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1241014.500000 Penalty: 4478.709961
	Iteration 45Q: 3 clusters Score -1241014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1241021.125000 Penalty: 4478.709961
	Iteration 46Q: 3 clusters Score -1241021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1241023.750000 Penalty: 4478.709961
	Iteration 47Q: 3 clusters Score -1241024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1241030.125000 Penalty: 4478.709961
	Iteration 48Q: 3 clusters Score -1241030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1241036.000000 Penalty: 4478.709961
	Iteration 49Q: 3 clusters Score -1241036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1241042.625000 Penalty: 4478.709961
	Iteration 50Q: 3 clusters Score -1241043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1241045.375000 Penalty: 4478.709961
	Iteration 51Q: 3 clusters Score -1241045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1241049.125000 Penalty: 4478.709961
	Iteration 52Q: 3 clusters Score -1241049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1241054.750000 Penalty: 4478.709961
	Iteration 53Q: 3 clusters Score -1241055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1241063.500000 Penalty: 4478.709961
	Iteration 54Q: 3 clusters Score -1241064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1241069.125000 Penalty: 4478.709961
	Iteration 55Q: 3 clusters Score -1241069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1241075.750000 Penalty: 4478.709961
	Iteration 56Q: 3 clusters Score -1241076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1241079.125000 Penalty: 4478.709961
	Iteration 57Q: 3 clusters Score -1241079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1241084.875000 Penalty: 4478.709961
	Iteration 58Q: 3 clusters Score -1241085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1241092.375000 Penalty: 4478.709961
	Iteration 59Q: 3 clusters Score -1241092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1241106.250000 Penalty: 4478.709961
	Iteration 60F: 3 clusters Score -1241106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1241118.000000 Penalty: 4478.709961
	Iteration 61Q: 3 clusters Score -1241118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1241135.750000 Penalty: 4478.709961
	Iteration 62Q: 3 clusters Score -1241136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1241143.500000 Penalty: 4478.709961
	Iteration 63Q: 3 clusters Score -1241144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1241155.875000 Penalty: 4478.709961
	Iteration 64Q: 3 clusters Score -1241156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1241170.625000 Penalty: 4478.709961
	Iteration 65Q: 3 clusters Score -1241171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1241180.000000 Penalty: 4478.709961
	Iteration 66Q: 3 clusters Score -1241180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1241188.500000 Penalty: 4478.709961
	Iteration 67Q: 3 clusters Score -1241188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1241205.375000 Penalty: 4478.709961
	Iteration 68Q: 3 clusters Score -1241205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1241216.375000 Penalty: 4478.709961
	Iteration 69Q: 3 clusters Score -1241216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1241228.125000 Penalty: 4478.709961
	Iteration 70Q: 3 clusters Score -1241228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1241240.750000 Penalty: 4478.709961
	Iteration 71Q: 3 clusters Score -1241241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1241255.000000 Penalty: 4478.709961
	Iteration 72Q: 3 clusters Score -1241255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1241267.750000 Penalty: 4478.709961
	Iteration 73Q: 3 clusters Score -1241268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1241281.125000 Penalty: 4478.709961
	Iteration 74Q: 3 clusters Score -1241281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1241292.625000 Penalty: 4478.709961
	Iteration 75Q: 3 clusters Score -1241293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1241303.750000 Penalty: 4478.709961
	Iteration 76Q: 3 clusters Score -1241304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1241318.000000 Penalty: 4478.709961
	Iteration 77Q: 3 clusters Score -1241318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1241327.125000 Penalty: 4478.709961
	Iteration 78Q: 3 clusters Score -1241327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1241336.000000 Penalty: 4478.709961
	Iteration 79Q: 3 clusters Score -1241336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1241348.375000 Penalty: 4478.709961
	Iteration 80F: 3 clusters Score -1241348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1241368.375000 Penalty: 4478.709961
	Iteration 81Q: 3 clusters Score -1241368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1241377.875000 Penalty: 4478.709961
	Iteration 82Q: 3 clusters Score -1241378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1241388.000000 Penalty: 4478.709961
	Iteration 83Q: 3 clusters Score -1241388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1241393.500000 Penalty: 4478.709961
	Iteration 84Q: 3 clusters Score -1241394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1241402.250000 Penalty: 4478.709961
	Iteration 85Q: 3 clusters Score -1241402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1241409.250000 Penalty: 4478.709961
	Iteration 86Q: 3 clusters Score -1241409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1241412.250000 Penalty: 4478.709961
	Iteration 87Q: 3 clusters Score -1241412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1241418.875000 Penalty: 4478.709961
	Iteration 88Q: 3 clusters Score -1241419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1241428.875000 Penalty: 4478.709961
	Iteration 89Q: 3 clusters Score -1241429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1241434.750000 Penalty: 4478.709961
	Iteration 90Q: 3 clusters Score -1241435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1241443.250000 Penalty: 4478.709961
	Iteration 91Q: 3 clusters Score -1241443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1241451.375000 Penalty: 4478.709961
	Iteration 92Q: 3 clusters Score -1241451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1241455.000000 Penalty: 4478.709961
	Iteration 93Q: 3 clusters Score -1241455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1241457.750000 Penalty: 4478.709961
	Iteration 94Q: 3 clusters Score -1241458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1241460.375000 Penalty: 4478.709961
	Iteration 95Q: 3 clusters Score -1241460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1241462.500000 Penalty: 4478.709961
	Iteration 96Q: 3 clusters Score -1241462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1241463.625000 Penalty: 4478.709961
	Iteration 97Q: 3 clusters Score -1241464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1241462.375000 Penalty: 4478.709961
	Iteration 98Q: 3 clusters Score -1241462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1241463.250000 Penalty: 4478.709961
	Iteration 99Q: 3 clusters Score -1241463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1241464.625000 Penalty: 4478.709961
	Iteration 100F: 3 clusters Score -1241465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Entering Unmasked Estep 
Score: -433769.781250 Penalty: 1990.165894
	Iteration 0F: 2 clusters Score -433769.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -430492.468750 Penalty: 3980.331787
	Iteration 0F: 3 clusters Score -430492.5 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -431203.437500 Penalty: 3980.331787
	Iteration 1F: 3 clusters Score -431203.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -431445.875000 Penalty: 3980.331787
	Iteration 2F: 3 clusters Score -431445.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -431652.968750 Penalty: 3980.331787
	Iteration 3F: 3 clusters Score -431653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -431840.187500 Penalty: 3980.331787
	Iteration 4F: 3 clusters Score -431840.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -431982.843750 Penalty: 3980.331787
	Iteration 5Q: 3 clusters Score -431982.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -432084.968750 Penalty: 3980.331787
	Iteration 6Q: 3 clusters Score -432085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -432160.656250 Penalty: 3980.331787
	Iteration 7Q: 3 clusters Score -432160.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -432219.156250 Penalty: 3980.331787
	Iteration 8Q: 3 clusters Score -432219.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -432262.125000 Penalty: 3980.331787
	Iteration 9Q: 3 clusters Score -432262.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -432300.843750 Penalty: 3980.331787
	Iteration 10Q: 3 clusters Score -432300.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -432324.875000 Penalty: 3980.331787
	Iteration 11Q: 3 clusters Score -432324.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -432344.656250 Penalty: 3980.331787
	Iteration 12Q: 3 clusters Score -432344.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -432358.718750 Penalty: 3980.331787
	Iteration 13Q: 3 clusters Score -432358.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -432377.000000 Penalty: 3980.331787
	Iteration 14Q: 3 clusters Score -432377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -432393.375000 Penalty: 3980.331787
	Iteration 15Q: 3 clusters Score -432393.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -432414.375000 Penalty: 3980.331787
	Iteration 16Q: 3 clusters Score -432414.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -432430.500000 Penalty: 3980.331787
	Iteration 17Q: 3 clusters Score -432430.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -432449.625000 Penalty: 3980.331787
	Iteration 18Q: 3 clusters Score -432449.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -432467.375000 Penalty: 3980.331787
	Iteration 19Q: 3 clusters Score -432467.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -432487.000000 Penalty: 3980.331787
	Iteration 20F: 3 clusters Score -432487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -432513.093750 Penalty: 3980.331787
	Iteration 21Q: 3 clusters Score -432513.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -432543.062500 Penalty: 3980.331787
	Iteration 22Q: 3 clusters Score -432543.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -432561.562500 Penalty: 3980.331787
	Iteration 23Q: 3 clusters Score -432561.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -432572.687500 Penalty: 3980.331787
	Iteration 24Q: 3 clusters Score -432572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -432585.812500 Penalty: 3980.331787
	Iteration 25Q: 3 clusters Score -432585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -432595.156250 Penalty: 3980.331787
	Iteration 26Q: 3 clusters Score -432595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -432603.375000 Penalty: 3980.331787
	Iteration 27Q: 3 clusters Score -432603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -432606.562500 Penalty: 3980.331787
	Iteration 28Q: 3 clusters Score -432606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -432610.531250 Penalty: 3980.331787
	Iteration 29Q: 3 clusters Score -432610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -432615.718750 Penalty: 3980.331787
	Iteration 30Q: 3 clusters Score -432615.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -432621.781250 Penalty: 3980.331787
	Iteration 31Q: 3 clusters Score -432621.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -432631.000000 Penalty: 3980.331787
	Iteration 32Q: 3 clusters Score -432631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -432639.718750 Penalty: 3980.331787
	Iteration 33Q: 3 clusters Score -432639.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -432648.343750 Penalty: 3980.331787
	Iteration 34Q: 3 clusters Score -432648.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -432660.156250 Penalty: 3980.331787
	Iteration 35Q: 3 clusters Score -432660.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -432667.281250 Penalty: 3980.331787
	Iteration 36Q: 3 clusters Score -432667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -432670.906250 Penalty: 3980.331787
	Iteration 37Q: 3 clusters Score -432670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -432672.781250 Penalty: 3980.331787
	Iteration 38Q: 3 clusters Score -432672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -432673.687500 Penalty: 3980.331787
	Iteration 39Q: 3 clusters Score -432673.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -432674.562500 Penalty: 3980.331787
	Iteration 40F: 3 clusters Score -432674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -432675.187500 Penalty: 3980.331787
	Iteration 41Q: 3 clusters Score -432675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -432676.156250 Penalty: 3980.331787
	Iteration 42Q: 3 clusters Score -432676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -432677.718750 Penalty: 3980.331787
	Iteration 43Q: 3 clusters Score -432677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -432679.250000 Penalty: 3980.331787
	Iteration 44Q: 3 clusters Score -432679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -432678.718750 Penalty: 3980.331787
	Iteration 45Q: 3 clusters Score -432678.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -432678.718750 Penalty: 3980.331787
	Iteration 46F: 3 clusters Score -432678.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Entering Unmasked Estep 
Score: -2863804.000000 Penalty: 2448.357666
	Iteration 0F: 2 clusters Score -2863804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2850033.750000 Penalty: 4896.715332
	Iteration 0F: 3 clusters Score -2850034 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2854674.500000 Penalty: 4896.715332
	Iteration 1F: 3 clusters Score -2854674 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2855116.000000 Penalty: 4896.715332
	Iteration 2F: 3 clusters Score -2855116 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2855500.500000 Penalty: 4896.715332
	Iteration 3Q: 3 clusters Score -2855500 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2855849.500000 Penalty: 4896.715332
	Iteration 4Q: 3 clusters Score -2855850 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2856221.250000 Penalty: 4896.715332
	Iteration 5Q: 3 clusters Score -2856221 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2856539.000000 Penalty: 4896.715332
	Iteration 6Q: 3 clusters Score -2856539 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2856884.500000 Penalty: 4896.715332
	Iteration 7Q: 3 clusters Score -2856884 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2857241.250000 Penalty: 4896.715332
	Iteration 8Q: 3 clusters Score -2857241 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2857607.250000 Penalty: 4896.715332
	Iteration 9Q: 3 clusters Score -2857607 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2857991.750000 Penalty: 4896.715332
	Iteration 10Q: 3 clusters Score -2857992 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2858386.750000 Penalty: 4896.715332
	Iteration 11Q: 3 clusters Score -2858387 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2858786.000000 Penalty: 4896.715332
	Iteration 12Q: 3 clusters Score -2858786 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2859158.750000 Penalty: 4896.715332
	Iteration 13Q: 3 clusters Score -2859159 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2859480.250000 Penalty: 4896.715332
	Iteration 14Q: 3 clusters Score -2859480 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2859796.000000 Penalty: 4896.715332
	Iteration 15Q: 3 clusters Score -2859796 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2860099.750000 Penalty: 4896.715332
	Iteration 16Q: 3 clusters Score -2860100 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2860358.750000 Penalty: 4896.715332
	Iteration 17Q: 3 clusters Score -2860359 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2860536.750000 Penalty: 4896.715332
	Iteration 18Q: 3 clusters Score -2860537 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2860693.750000 Penalty: 4896.715332
	Iteration 19Q: 3 clusters Score -2860694 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2860824.000000 Penalty: 4896.715332
	Iteration 20F: 3 clusters Score -2860824 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2860949.250000 Penalty: 4896.715332
	Iteration 21Q: 3 clusters Score -2860949 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2861089.000000 Penalty: 4896.715332
	Iteration 22Q: 3 clusters Score -2861089 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -2861233.750000 Penalty: 4896.715332
	Iteration 23Q: 3 clusters Score -2861234 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2861390.250000 Penalty: 4896.715332
	Iteration 24Q: 3 clusters Score -2861390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2861552.500000 Penalty: 4896.715332
	Iteration 25Q: 3 clusters Score -2861552 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2861681.500000 Penalty: 4896.715332
	Iteration 26Q: 3 clusters Score -2861682 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2861785.250000 Penalty: 4896.715332
	Iteration 27Q: 3 clusters Score -2861785 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2861869.250000 Penalty: 4896.715332
	Iteration 28Q: 3 clusters Score -2861869 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2861935.500000 Penalty: 4896.715332
	Iteration 29Q: 3 clusters Score -2861936 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2861993.000000 Penalty: 4896.715332
	Iteration 30Q: 3 clusters Score -2861993 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -2862019.000000 Penalty: 4896.715332
	Iteration 31Q: 3 clusters Score -2862019 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2862050.000000 Penalty: 4896.715332
	Iteration 32Q: 3 clusters Score -2862050 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2862082.000000 Penalty: 4896.715332
	Iteration 33Q: 3 clusters Score -2862082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2862121.500000 Penalty: 4896.715332
	Iteration 34Q: 3 clusters Score -2862122 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2862132.750000 Penalty: 4896.715332
	Iteration 35Q: 3 clusters Score -2862133 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2862150.750000 Penalty: 4896.715332
	Iteration 36Q: 3 clusters Score -2862151 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2862156.750000 Penalty: 4896.715332
	Iteration 37Q: 3 clusters Score -2862157 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2862165.750000 Penalty: 4896.715332
	Iteration 38Q: 3 clusters Score -2862166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2862170.000000 Penalty: 4896.715332
	Iteration 39Q: 3 clusters Score -2862170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2862175.750000 Penalty: 4896.715332
	Iteration 40F: 3 clusters Score -2862176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2862180.500000 Penalty: 4896.715332
	Iteration 41Q: 3 clusters Score -2862180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2862174.500000 Penalty: 4896.715332
	Iteration 42Q: 3 clusters Score -2862174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2862172.750000 Penalty: 4896.715332
	Iteration 43Q: 3 clusters Score -2862173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2862182.250000 Penalty: 4896.715332
	Iteration 44Q: 3 clusters Score -2862182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2862189.250000 Penalty: 4896.715332
	Iteration 45Q: 3 clusters Score -2862189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2862182.750000 Penalty: 4896.715332
	Iteration 46Q: 3 clusters Score -2862183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2862188.250000 Penalty: 4896.715332
	Iteration 47Q: 3 clusters Score -2862188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2862191.250000 Penalty: 4896.715332
	Iteration 48Q: 3 clusters Score -2862191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2862193.500000 Penalty: 4896.715332
	Iteration 49Q: 3 clusters Score -2862194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2862193.000000 Penalty: 4896.715332
	Iteration 50Q: 3 clusters Score -2862193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2862191.500000 Penalty: 4896.715332
	Iteration 51Q: 3 clusters Score -2862192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2862193.750000 Penalty: 4896.715332
	Iteration 52Q: 3 clusters Score -2862194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2862191.750000 Penalty: 4896.715332
	Iteration 53Q: 3 clusters Score -2862192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2862191.500000 Penalty: 4896.715332
	Iteration 54Q: 3 clusters Score -2862192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2862189.500000 Penalty: 4896.715332
	Iteration 55Q: 3 clusters Score -2862190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -2862189.500000 Penalty: 4896.715332
	Iteration 56Q: 3 clusters Score -2862190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2862190.750000 Penalty: 4896.715332
	Iteration 57Q: 3 clusters Score -2862191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2862197.750000 Penalty: 4896.715332
	Iteration 58Q: 3 clusters Score -2862198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2862195.500000 Penalty: 4896.715332
	Iteration 59Q: 3 clusters Score -2862196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2862195.500000 Penalty: 4896.715332
	Iteration 60F: 3 clusters Score -2862196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2862202.750000 Penalty: 4896.715332
	Iteration 61Q: 3 clusters Score -2862203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2862198.500000 Penalty: 4896.715332
	Iteration 62Q: 3 clusters Score -2862198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2862198.500000 Penalty: 4896.715332
	Iteration 63Q: 3 clusters Score -2862198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2862199.750000 Penalty: 4896.715332
	Iteration 64Q: 3 clusters Score -2862200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2862197.750000 Penalty: 4896.715332
	Iteration 65Q: 3 clusters Score -2862198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2862201.000000 Penalty: 4896.715332
	Iteration 66Q: 3 clusters Score -2862201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2862203.000000 Penalty: 4896.715332
	Iteration 67Q: 3 clusters Score -2862203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2862202.750000 Penalty: 4896.715332
	Iteration 68Q: 3 clusters Score -2862203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2862203.750000 Penalty: 4896.715332
	Iteration 69Q: 3 clusters Score -2862204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2862207.000000 Penalty: 4896.715332
	Iteration 70Q: 3 clusters Score -2862207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2862201.250000 Penalty: 4896.715332
	Iteration 71Q: 3 clusters Score -2862201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2862207.250000 Penalty: 4896.715332
	Iteration 72Q: 3 clusters Score -2862207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2862209.250000 Penalty: 4896.715332
	Iteration 73Q: 3 clusters Score -2862209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2862206.000000 Penalty: 4896.715332
	Iteration 74Q: 3 clusters Score -2862206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2862206.000000 Penalty: 4896.715332
	Iteration 75F: 3 clusters Score -2862206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Entering Unmasked Estep 
Score: -587979.250000 Penalty: 2068.492188
	Iteration 0F: 2 clusters Score -587979.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -584004.625000 Penalty: 4136.984375
	Iteration 0F: 3 clusters Score -584004.6 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -585031.125000 Penalty: 4136.984375
	Iteration 1F: 3 clusters Score -585031.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -585413.562500 Penalty: 4136.984375
	Iteration 2F: 3 clusters Score -585413.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -585736.125000 Penalty: 4136.984375
	Iteration 3F: 3 clusters Score -585736.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -586117.937500 Penalty: 4136.984375
	Iteration 4F: 3 clusters Score -586117.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -586527.187500 Penalty: 4136.984375
	Iteration 5F: 3 clusters Score -586527.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -586901.875000 Penalty: 4136.984375
	Iteration 6F: 3 clusters Score -586901.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -587162.625000 Penalty: 4136.984375
	Iteration 7F: 3 clusters Score -587162.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -587335.437500 Penalty: 4136.984375
	Iteration 8Q: 3 clusters Score -587335.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -587440.437500 Penalty: 4136.984375
	Iteration 9Q: 3 clusters Score -587440.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -587499.937500 Penalty: 4136.984375
	Iteration 10Q: 3 clusters Score -587499.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -587529.562500 Penalty: 4136.984375
	Iteration 11Q: 3 clusters Score -587529.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -587551.375000 Penalty: 4136.984375
	Iteration 12Q: 3 clusters Score -587551.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -587565.375000 Penalty: 4136.984375
	Iteration 13Q: 3 clusters Score -587565.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -587577.750000 Penalty: 4136.984375
	Iteration 14Q: 3 clusters Score -587577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -587582.687500 Penalty: 4136.984375
	Iteration 15Q: 3 clusters Score -587582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -587584.437500 Penalty: 4136.984375
	Iteration 16Q: 3 clusters Score -587584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -587585.375000 Penalty: 4136.984375
	Iteration 17Q: 3 clusters Score -587585.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -587586.750000 Penalty: 4136.984375
	Iteration 18Q: 3 clusters Score -587586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -587588.062500 Penalty: 4136.984375
	Iteration 19Q: 3 clusters Score -587588.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -587588.437500 Penalty: 4136.984375
	Iteration 20F: 3 clusters Score -587588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -587589.937500 Penalty: 4136.984375
	Iteration 21Q: 3 clusters Score -587589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -587592.062500 Penalty: 4136.984375
	Iteration 22Q: 3 clusters Score -587592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -587592.062500 Penalty: 4136.984375
	Iteration 23Q: 3 clusters Score -587592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -587592.812500 Penalty: 4136.984375
	Iteration 24Q: 3 clusters Score -587592.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -587592.812500 Penalty: 4136.984375
	Iteration 25F: 3 clusters Score -587592.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -1074378.875000 Penalty: 2202.316162
	Iteration 0F: 2 clusters Score -1074379 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 3683 members 
Entering Unmasked Estep 
Score: -1068465.750000 Penalty: 4404.632324
	Iteration 0F: 3 clusters Score -1068466 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1069972.625000 Penalty: 4404.632324
	Iteration 1F: 3 clusters Score -1069973 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1070259.375000 Penalty: 4404.632324
	Iteration 2F: 3 clusters Score -1070259 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1070456.500000 Penalty: 4404.632324
	Iteration 3F: 3 clusters Score -1070456 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1070603.000000 Penalty: 4404.632324
	Iteration 4Q: 3 clusters Score -1070603 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1070718.500000 Penalty: 4404.632324
	Iteration 5Q: 3 clusters Score -1070718 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1070817.750000 Penalty: 4404.632324
	Iteration 6Q: 3 clusters Score -1070818 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1070898.375000 Penalty: 4404.632324
	Iteration 7Q: 3 clusters Score -1070898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1070969.625000 Penalty: 4404.632324
	Iteration 8Q: 3 clusters Score -1070970 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1071049.250000 Penalty: 4404.632324
	Iteration 9Q: 3 clusters Score -1071049 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1071127.875000 Penalty: 4404.632324
	Iteration 10Q: 3 clusters Score -1071128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1071197.875000 Penalty: 4404.632324
	Iteration 11Q: 3 clusters Score -1071198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1071269.375000 Penalty: 4404.632324
	Iteration 12Q: 3 clusters Score -1071269 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1071345.125000 Penalty: 4404.632324
	Iteration 13Q: 3 clusters Score -1071345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1071422.875000 Penalty: 4404.632324
	Iteration 14Q: 3 clusters Score -1071423 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1071511.125000 Penalty: 4404.632324
	Iteration 15Q: 3 clusters Score -1071511 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1071605.250000 Penalty: 4404.632324
	Iteration 16Q: 3 clusters Score -1071605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1071689.125000 Penalty: 4404.632324
	Iteration 17Q: 3 clusters Score -1071689 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1071783.125000 Penalty: 4404.632324
	Iteration 18Q: 3 clusters Score -1071783 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1071895.000000 Penalty: 4404.632324
	Iteration 19Q: 3 clusters Score -1071895 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1071994.625000 Penalty: 4404.632324
	Iteration 20F: 3 clusters Score -1071995 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1072081.375000 Penalty: 4404.632324
	Iteration 21Q: 3 clusters Score -1072081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1072144.750000 Penalty: 4404.632324
	Iteration 22Q: 3 clusters Score -1072145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1072201.250000 Penalty: 4404.632324
	Iteration 23Q: 3 clusters Score -1072201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1072247.500000 Penalty: 4404.632324
	Iteration 24Q: 3 clusters Score -1072248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1072286.000000 Penalty: 4404.632324
	Iteration 25Q: 3 clusters Score -1072286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1072313.750000 Penalty: 4404.632324
	Iteration 26Q: 3 clusters Score -1072314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1072342.625000 Penalty: 4404.632324
	Iteration 27Q: 3 clusters Score -1072343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1072359.750000 Penalty: 4404.632324
	Iteration 28Q: 3 clusters Score -1072360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1072376.000000 Penalty: 4404.632324
	Iteration 29Q: 3 clusters Score -1072376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1072386.000000 Penalty: 4404.632324
	Iteration 30Q: 3 clusters Score -1072386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1072397.625000 Penalty: 4404.632324
	Iteration 31Q: 3 clusters Score -1072398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1072404.500000 Penalty: 4404.632324
	Iteration 32Q: 3 clusters Score -1072404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1072408.375000 Penalty: 4404.632324
	Iteration 33Q: 3 clusters Score -1072408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1072412.000000 Penalty: 4404.632324
	Iteration 34Q: 3 clusters Score -1072412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1072414.125000 Penalty: 4404.632324
	Iteration 35Q: 3 clusters Score -1072414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1072417.500000 Penalty: 4404.632324
	Iteration 36Q: 3 clusters Score -1072418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1072419.750000 Penalty: 4404.632324
	Iteration 37Q: 3 clusters Score -1072420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1072421.000000 Penalty: 4404.632324
	Iteration 38Q: 3 clusters Score -1072421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1072422.000000 Penalty: 4404.632324
	Iteration 39Q: 3 clusters Score -1072422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1072423.500000 Penalty: 4404.632324
	Iteration 40F: 3 clusters Score -1072424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1072423.875000 Penalty: 4404.632324
	Iteration 41Q: 3 clusters Score -1072424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1072423.875000 Penalty: 4404.632324
	Iteration 42F: 3 clusters Score -1072424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -327262.125000 Penalty: 1923.960815
	Iteration 0F: 2 clusters Score -327262.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -324406.062500 Penalty: 3847.921631
	Iteration 0F: 3 clusters Score -324406.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -325033.156250 Penalty: 3847.921631
	Iteration 1F: 3 clusters Score -325033.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -325271.625000 Penalty: 3847.921631
	Iteration 2F: 3 clusters Score -325271.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -325390.812500 Penalty: 3847.921631
	Iteration 3F: 3 clusters Score -325390.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -325475.406250 Penalty: 3847.921631
	Iteration 4Q: 3 clusters Score -325475.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -325533.062500 Penalty: 3847.921631
	Iteration 5Q: 3 clusters Score -325533.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -325570.906250 Penalty: 3847.921631
	Iteration 6Q: 3 clusters Score -325570.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -325600.406250 Penalty: 3847.921631
	Iteration 7Q: 3 clusters Score -325600.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -325641.687500 Penalty: 3847.921631
	Iteration 8Q: 3 clusters Score -325641.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -325699.500000 Penalty: 3847.921631
	Iteration 9Q: 3 clusters Score -325699.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -325764.812500 Penalty: 3847.921631
	Iteration 10Q: 3 clusters Score -325764.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -325824.187500 Penalty: 3847.921631
	Iteration 11Q: 3 clusters Score -325824.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -325887.968750 Penalty: 3847.921631
	Iteration 12Q: 3 clusters Score -325888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -325954.125000 Penalty: 3847.921631
	Iteration 13Q: 3 clusters Score -325954.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -326000.781250 Penalty: 3847.921631
	Iteration 14Q: 3 clusters Score -326000.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -326032.375000 Penalty: 3847.921631
	Iteration 15Q: 3 clusters Score -326032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -326050.125000 Penalty: 3847.921631
	Iteration 16Q: 3 clusters Score -326050.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -326065.187500 Penalty: 3847.921631
	Iteration 17Q: 3 clusters Score -326065.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -326083.375000 Penalty: 3847.921631
	Iteration 18Q: 3 clusters Score -326083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -326098.718750 Penalty: 3847.921631
	Iteration 19Q: 3 clusters Score -326098.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -326111.875000 Penalty: 3847.921631
	Iteration 20F: 3 clusters Score -326111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -326116.968750 Penalty: 3847.921631
	Iteration 21Q: 3 clusters Score -326117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -326120.500000 Penalty: 3847.921631
	Iteration 22Q: 3 clusters Score -326120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -326125.625000 Penalty: 3847.921631
	Iteration 23Q: 3 clusters Score -326125.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -326130.406250 Penalty: 3847.921631
	Iteration 24Q: 3 clusters Score -326130.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -326140.812500 Penalty: 3847.921631
	Iteration 25Q: 3 clusters Score -326140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -326150.250000 Penalty: 3847.921631
	Iteration 26Q: 3 clusters Score -326150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -326156.812500 Penalty: 3847.921631
	Iteration 27Q: 3 clusters Score -326156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -326164.312500 Penalty: 3847.921631
	Iteration 28Q: 3 clusters Score -326164.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -326170.875000 Penalty: 3847.921631
	Iteration 29Q: 3 clusters Score -326170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -326175.406250 Penalty: 3847.921631
	Iteration 30Q: 3 clusters Score -326175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -326178.062500 Penalty: 3847.921631
	Iteration 31Q: 3 clusters Score -326178.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -326178.062500 Penalty: 3847.921631
	Iteration 32F: 3 clusters Score -326178.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1203325.250000 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -1203325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1196308.875000 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -1196309 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1198384.000000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -1198384 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1198829.125000 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -1198829 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1199194.125000 Penalty: 4507.285156
	Iteration 3F: 3 clusters Score -1199194 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1199567.750000 Penalty: 4507.285156
	Iteration 4F: 3 clusters Score -1199568 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1199889.375000 Penalty: 4507.285156
	Iteration 5Q: 3 clusters Score -1199889 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1200162.875000 Penalty: 4507.285156
	Iteration 6Q: 3 clusters Score -1200163 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1200429.625000 Penalty: 4507.285156
	Iteration 7Q: 3 clusters Score -1200430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1200639.500000 Penalty: 4507.285156
	Iteration 8Q: 3 clusters Score -1200640 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1200799.875000 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -1200800 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1200935.250000 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -1200935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1201049.875000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -1201050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1201134.625000 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -1201135 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1201205.250000 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -1201205 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1201267.000000 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -1201267 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1201319.000000 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -1201319 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1201362.875000 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -1201363 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1201396.375000 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -1201396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1201422.250000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -1201422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1201453.750000 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -1201454 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1201473.375000 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -1201473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1201489.125000 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -1201489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1201509.500000 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -1201510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1201527.875000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -1201528 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1201542.750000 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -1201543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1201559.500000 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -1201560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1201580.125000 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -1201580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1201598.875000 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -1201599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1201610.250000 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -1201610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1201627.875000 Penalty: 4507.285156
	Iteration 29Q: 3 clusters Score -1201628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1201638.750000 Penalty: 4507.285156
	Iteration 30Q: 3 clusters Score -1201639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1201655.875000 Penalty: 4507.285156
	Iteration 31Q: 3 clusters Score -1201656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1201663.125000 Penalty: 4507.285156
	Iteration 32Q: 3 clusters Score -1201663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1201670.250000 Penalty: 4507.285156
	Iteration 33Q: 3 clusters Score -1201670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1201680.000000 Penalty: 4507.285156
	Iteration 34Q: 3 clusters Score -1201680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1201688.250000 Penalty: 4507.285156
	Iteration 35Q: 3 clusters Score -1201688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1201699.375000 Penalty: 4507.285156
	Iteration 36Q: 3 clusters Score -1201699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1201710.750000 Penalty: 4507.285156
	Iteration 37Q: 3 clusters Score -1201711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1201714.000000 Penalty: 4507.285156
	Iteration 38Q: 3 clusters Score -1201714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1201726.375000 Penalty: 4507.285156
	Iteration 39Q: 3 clusters Score -1201726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1201729.375000 Penalty: 4507.285156
	Iteration 40F: 3 clusters Score -1201729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1201741.125000 Penalty: 4507.285156
	Iteration 41Q: 3 clusters Score -1201741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1201749.375000 Penalty: 4507.285156
	Iteration 42Q: 3 clusters Score -1201749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1201765.125000 Penalty: 4507.285156
	Iteration 43Q: 3 clusters Score -1201765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1201783.500000 Penalty: 4507.285156
	Iteration 44Q: 3 clusters Score -1201784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1201805.250000 Penalty: 4507.285156
	Iteration 45Q: 3 clusters Score -1201805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1201820.125000 Penalty: 4507.285156
	Iteration 46Q: 3 clusters Score -1201820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1201838.500000 Penalty: 4507.285156
	Iteration 47Q: 3 clusters Score -1201838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1201861.375000 Penalty: 4507.285156
	Iteration 48Q: 3 clusters Score -1201861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1201876.625000 Penalty: 4507.285156
	Iteration 49Q: 3 clusters Score -1201877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1201889.000000 Penalty: 4507.285156
	Iteration 50Q: 3 clusters Score -1201889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1201902.375000 Penalty: 4507.285156
	Iteration 51Q: 3 clusters Score -1201902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1201908.750000 Penalty: 4507.285156
	Iteration 52Q: 3 clusters Score -1201909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1201912.125000 Penalty: 4507.285156
	Iteration 53Q: 3 clusters Score -1201912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1201917.250000 Penalty: 4507.285156
	Iteration 54Q: 3 clusters Score -1201917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1201919.500000 Penalty: 4507.285156
	Iteration 55Q: 3 clusters Score -1201920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1201920.625000 Penalty: 4507.285156
	Iteration 56Q: 3 clusters Score -1201921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1201921.750000 Penalty: 4507.285156
	Iteration 57Q: 3 clusters Score -1201922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1201922.000000 Penalty: 4507.285156
	Iteration 58Q: 3 clusters Score -1201922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1201924.625000 Penalty: 4507.285156
	Iteration 59Q: 3 clusters Score -1201925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1201926.000000 Penalty: 4507.285156
	Iteration 60F: 3 clusters Score -1201926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1201929.500000 Penalty: 4507.285156
	Iteration 61Q: 3 clusters Score -1201930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1201931.250000 Penalty: 4507.285156
	Iteration 62Q: 3 clusters Score -1201931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1201932.875000 Penalty: 4507.285156
	Iteration 63Q: 3 clusters Score -1201933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1201934.250000 Penalty: 4507.285156
	Iteration 64Q: 3 clusters Score -1201934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1201936.500000 Penalty: 4507.285156
	Iteration 65Q: 3 clusters Score -1201936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1201936.875000 Penalty: 4507.285156
	Iteration 66Q: 3 clusters Score -1201937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1201936.875000 Penalty: 4507.285156
	Iteration 67Q: 3 clusters Score -1201937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1201936.375000 Penalty: 4507.285156
	Iteration 68Q: 3 clusters Score -1201936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1201936.375000 Penalty: 4507.285156
	Iteration 69F: 3 clusters Score -1201936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (39519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Entering Unmasked Estep 
Score: -5935478.000000 Penalty: 2624.965088
	Iteration 0F: 2 clusters Score -5935478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5908807.000000 Penalty: 5249.930176
	Iteration 0F: 3 clusters Score -5908807 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5918780.500000 Penalty: 5249.930176
	Iteration 1F: 3 clusters Score -5918780 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5919467.000000 Penalty: 5249.930176
	Iteration 2Q: 3 clusters Score -5919467 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -5920204.000000 Penalty: 5249.930176
	Iteration 3Q: 3 clusters Score -5920204 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5921078.500000 Penalty: 5249.930176
	Iteration 4Q: 3 clusters Score -5921078 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5922126.500000 Penalty: 5249.930176
	Iteration 5Q: 3 clusters Score -5922126 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -5923667.500000 Penalty: 5249.930176
	Iteration 6F: 3 clusters Score -5923668 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -5925593.000000 Penalty: 5249.930176
	Iteration 7F: 3 clusters Score -5925593 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -5927735.000000 Penalty: 5249.930176
	Iteration 8F: 3 clusters Score -5927735 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -5929754.000000 Penalty: 5249.930176
	Iteration 9F: 3 clusters Score -5929754 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5931228.000000 Penalty: 5249.930176
	Iteration 10Q: 3 clusters Score -5931228 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5932129.000000 Penalty: 5249.930176
	Iteration 11Q: 3 clusters Score -5932129 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5932738.000000 Penalty: 5249.930176
	Iteration 12Q: 3 clusters Score -5932738 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5933082.500000 Penalty: 5249.930176
	Iteration 13Q: 3 clusters Score -5933082 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5933303.500000 Penalty: 5249.930176
	Iteration 14Q: 3 clusters Score -5933304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5933437.500000 Penalty: 5249.930176
	Iteration 15Q: 3 clusters Score -5933438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5933496.000000 Penalty: 5249.930176
	Iteration 16Q: 3 clusters Score -5933496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5933538.500000 Penalty: 5249.930176
	Iteration 17Q: 3 clusters Score -5933538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5933563.000000 Penalty: 5249.930176
	Iteration 18Q: 3 clusters Score -5933563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5933574.500000 Penalty: 5249.930176
	Iteration 19Q: 3 clusters Score -5933574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5933581.500000 Penalty: 5249.930176
	Iteration 20F: 3 clusters Score -5933582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5933585.000000 Penalty: 5249.930176
	Iteration 21Q: 3 clusters Score -5933585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5933594.000000 Penalty: 5249.930176
	Iteration 22Q: 3 clusters Score -5933594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5933600.000000 Penalty: 5249.930176
	Iteration 23Q: 3 clusters Score -5933600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5933608.500000 Penalty: 5249.930176
	Iteration 24Q: 3 clusters Score -5933608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5933617.500000 Penalty: 5249.930176
	Iteration 25Q: 3 clusters Score -5933618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5933625.000000 Penalty: 5249.930176
	Iteration 26Q: 3 clusters Score -5933625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5933628.500000 Penalty: 5249.930176
	Iteration 27Q: 3 clusters Score -5933628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5933628.500000 Penalty: 5249.930176
	Iteration 28Q: 3 clusters Score -5933628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5933630.000000 Penalty: 5249.930176
	Iteration 29Q: 3 clusters Score -5933630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5933635.500000 Penalty: 5249.930176
	Iteration 30Q: 3 clusters Score -5933636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5933637.500000 Penalty: 5249.930176
	Iteration 31Q: 3 clusters Score -5933638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5933645.000000 Penalty: 5249.930176
	Iteration 32Q: 3 clusters Score -5933645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5933644.500000 Penalty: 5249.930176
	Iteration 33Q: 3 clusters Score -5933644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5933649.000000 Penalty: 5249.930176
	Iteration 34Q: 3 clusters Score -5933649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5933650.500000 Penalty: 5249.930176
	Iteration 35Q: 3 clusters Score -5933650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5933649.000000 Penalty: 5249.930176
	Iteration 36Q: 3 clusters Score -5933649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5933649.000000 Penalty: 5249.930176
	Iteration 37F: 3 clusters Score -5933649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Entering Unmasked Estep 
Score: -1866576.625000 Penalty: 2341.362061
	Iteration 0F: 2 clusters Score -1866577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1857312.875000 Penalty: 4682.724121
	Iteration 0F: 3 clusters Score -1857313 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1860111.875000 Penalty: 4682.724121
	Iteration 1F: 3 clusters Score -1860112 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1860483.125000 Penalty: 4682.724121
	Iteration 2F: 3 clusters Score -1860483 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1860828.500000 Penalty: 4682.724121
	Iteration 3F: 3 clusters Score -1860828 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1861152.750000 Penalty: 4682.724121
	Iteration 4Q: 3 clusters Score -1861153 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1861453.875000 Penalty: 4682.724121
	Iteration 5Q: 3 clusters Score -1861454 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1861730.875000 Penalty: 4682.724121
	Iteration 6Q: 3 clusters Score -1861731 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1862015.500000 Penalty: 4682.724121
	Iteration 7Q: 3 clusters Score -1862016 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1862276.375000 Penalty: 4682.724121
	Iteration 8Q: 3 clusters Score -1862276 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1862539.125000 Penalty: 4682.724121
	Iteration 9Q: 3 clusters Score -1862539 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1862802.000000 Penalty: 4682.724121
	Iteration 10Q: 3 clusters Score -1862802 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1863061.000000 Penalty: 4682.724121
	Iteration 11Q: 3 clusters Score -1863061 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1863301.500000 Penalty: 4682.724121
	Iteration 12Q: 3 clusters Score -1863302 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1863521.000000 Penalty: 4682.724121
	Iteration 13Q: 3 clusters Score -1863521 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1863705.875000 Penalty: 4682.724121
	Iteration 14Q: 3 clusters Score -1863706 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1863854.125000 Penalty: 4682.724121
	Iteration 15Q: 3 clusters Score -1863854 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1863991.125000 Penalty: 4682.724121
	Iteration 16Q: 3 clusters Score -1863991 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1864087.250000 Penalty: 4682.724121
	Iteration 17Q: 3 clusters Score -1864087 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1864190.000000 Penalty: 4682.724121
	Iteration 18Q: 3 clusters Score -1864190 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1864264.000000 Penalty: 4682.724121
	Iteration 19Q: 3 clusters Score -1864264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1864331.250000 Penalty: 4682.724121
	Iteration 20F: 3 clusters Score -1864331 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1864386.375000 Penalty: 4682.724121
	Iteration 21Q: 3 clusters Score -1864386 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1864422.125000 Penalty: 4682.724121
	Iteration 22Q: 3 clusters Score -1864422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1864463.000000 Penalty: 4682.724121
	Iteration 23Q: 3 clusters Score -1864463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1864484.000000 Penalty: 4682.724121
	Iteration 24Q: 3 clusters Score -1864484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1864514.125000 Penalty: 4682.724121
	Iteration 25Q: 3 clusters Score -1864514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1864542.500000 Penalty: 4682.724121
	Iteration 26Q: 3 clusters Score -1864542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1864562.250000 Penalty: 4682.724121
	Iteration 27Q: 3 clusters Score -1864562 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1864581.125000 Penalty: 4682.724121
	Iteration 28Q: 3 clusters Score -1864581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1864589.250000 Penalty: 4682.724121
	Iteration 29Q: 3 clusters Score -1864589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1864599.375000 Penalty: 4682.724121
	Iteration 30Q: 3 clusters Score -1864599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1864608.500000 Penalty: 4682.724121
	Iteration 31Q: 3 clusters Score -1864608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1864621.125000 Penalty: 4682.724121
	Iteration 32Q: 3 clusters Score -1864621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1864630.250000 Penalty: 4682.724121
	Iteration 33Q: 3 clusters Score -1864630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1864637.250000 Penalty: 4682.724121
	Iteration 34Q: 3 clusters Score -1864637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1864644.000000 Penalty: 4682.724121
	Iteration 35Q: 3 clusters Score -1864644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1864652.750000 Penalty: 4682.724121
	Iteration 36Q: 3 clusters Score -1864653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1864671.500000 Penalty: 4682.724121
	Iteration 37Q: 3 clusters Score -1864672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1864692.875000 Penalty: 4682.724121
	Iteration 38Q: 3 clusters Score -1864693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1864700.750000 Penalty: 4682.724121
	Iteration 39Q: 3 clusters Score -1864701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1864714.875000 Penalty: 4682.724121
	Iteration 40F: 3 clusters Score -1864715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1864727.750000 Penalty: 4682.724121
	Iteration 41Q: 3 clusters Score -1864728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1864735.750000 Penalty: 4682.724121
	Iteration 42Q: 3 clusters Score -1864736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1864743.625000 Penalty: 4682.724121
	Iteration 43Q: 3 clusters Score -1864744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1864747.625000 Penalty: 4682.724121
	Iteration 44Q: 3 clusters Score -1864748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1864748.750000 Penalty: 4682.724121
	Iteration 45Q: 3 clusters Score -1864749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1864754.375000 Penalty: 4682.724121
	Iteration 46Q: 3 clusters Score -1864754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1864767.000000 Penalty: 4682.724121
	Iteration 47Q: 3 clusters Score -1864767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1864774.875000 Penalty: 4682.724121
	Iteration 48Q: 3 clusters Score -1864775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1864785.375000 Penalty: 4682.724121
	Iteration 49Q: 3 clusters Score -1864785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1864799.625000 Penalty: 4682.724121
	Iteration 50Q: 3 clusters Score -1864800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1864811.875000 Penalty: 4682.724121
	Iteration 51Q: 3 clusters Score -1864812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1864827.375000 Penalty: 4682.724121
	Iteration 52Q: 3 clusters Score -1864827 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1864842.625000 Penalty: 4682.724121
	Iteration 53Q: 3 clusters Score -1864843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1864853.625000 Penalty: 4682.724121
	Iteration 54Q: 3 clusters Score -1864854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1864876.375000 Penalty: 4682.724121
	Iteration 55Q: 3 clusters Score -1864876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1864890.250000 Penalty: 4682.724121
	Iteration 56Q: 3 clusters Score -1864890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1864904.625000 Penalty: 4682.724121
	Iteration 57Q: 3 clusters Score -1864905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1864921.500000 Penalty: 4682.724121
	Iteration 58Q: 3 clusters Score -1864922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1864938.250000 Penalty: 4682.724121
	Iteration 59Q: 3 clusters Score -1864938 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1864964.750000 Penalty: 4682.724121
	Iteration 60F: 3 clusters Score -1864965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1864984.625000 Penalty: 4682.724121
	Iteration 61Q: 3 clusters Score -1864985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1865001.000000 Penalty: 4682.724121
	Iteration 62Q: 3 clusters Score -1865001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1865016.125000 Penalty: 4682.724121
	Iteration 63Q: 3 clusters Score -1865016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1865026.625000 Penalty: 4682.724121
	Iteration 64Q: 3 clusters Score -1865027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1865040.500000 Penalty: 4682.724121
	Iteration 65Q: 3 clusters Score -1865040 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1865048.375000 Penalty: 4682.724121
	Iteration 66Q: 3 clusters Score -1865048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1865056.500000 Penalty: 4682.724121
	Iteration 67Q: 3 clusters Score -1865056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1865061.250000 Penalty: 4682.724121
	Iteration 68Q: 3 clusters Score -1865061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1865066.125000 Penalty: 4682.724121
	Iteration 69Q: 3 clusters Score -1865066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1865069.000000 Penalty: 4682.724121
	Iteration 70Q: 3 clusters Score -1865069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1865072.375000 Penalty: 4682.724121
	Iteration 71Q: 3 clusters Score -1865072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1865073.500000 Penalty: 4682.724121
	Iteration 72Q: 3 clusters Score -1865074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1865076.125000 Penalty: 4682.724121
	Iteration 73Q: 3 clusters Score -1865076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1865077.500000 Penalty: 4682.724121
	Iteration 74Q: 3 clusters Score -1865078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1865078.375000 Penalty: 4682.724121
	Iteration 75Q: 3 clusters Score -1865078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1865080.500000 Penalty: 4682.724121
	Iteration 76Q: 3 clusters Score -1865080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1865081.625000 Penalty: 4682.724121
	Iteration 77Q: 3 clusters Score -1865082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1865082.000000 Penalty: 4682.724121
	Iteration 78Q: 3 clusters Score -1865082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1865082.000000 Penalty: 4682.724121
	Iteration 79F: 3 clusters Score -1865082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97571 members 
Entering Unmasked Estep 
Score: -14654429.000000 Penalty: 2849.107178
	Iteration 0F: 2 clusters Score -1.465443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -14589329.000000 Penalty: 5698.214355
	Iteration 0F: 3 clusters Score -1.458933e+07 nChanged 45958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -14615968.000000 Penalty: 5698.214355
	Iteration 1F: 3 clusters Score -1.461597e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -14616809.000000 Penalty: 5698.214355
	Iteration 2Q: 3 clusters Score -1.461681e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -14617755.000000 Penalty: 5698.214355
	Iteration 3Q: 3 clusters Score -1.461776e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -14618932.000000 Penalty: 5698.214355
	Iteration 4Q: 3 clusters Score -1.461893e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -14620110.000000 Penalty: 5698.214355
	Iteration 5Q: 3 clusters Score -1.462011e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -14621422.000000 Penalty: 5698.214355
	Iteration 6Q: 3 clusters Score -1.462142e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -14622637.000000 Penalty: 5698.214355
	Iteration 7Q: 3 clusters Score -1.462264e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -14624120.000000 Penalty: 5698.214355
	Iteration 8Q: 3 clusters Score -1.462412e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -14625613.000000 Penalty: 5698.214355
	Iteration 9Q: 3 clusters Score -1.462561e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -14627524.000000 Penalty: 5698.214355
	Iteration 10Q: 3 clusters Score -1.462752e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -14629917.000000 Penalty: 5698.214355
	Iteration 11Q: 3 clusters Score -1.462992e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -14632844.000000 Penalty: 5698.214355
	Iteration 12Q: 3 clusters Score -1.463284e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -14635764.000000 Penalty: 5698.214355
	Iteration 13Q: 3 clusters Score -1.463576e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -14637580.000000 Penalty: 5698.214355
	Iteration 14Q: 3 clusters Score -1.463758e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -14638464.000000 Penalty: 5698.214355
	Iteration 15Q: 3 clusters Score -1.463846e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -14638925.000000 Penalty: 5698.214355
	Iteration 16Q: 3 clusters Score -1.463892e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -14639307.000000 Penalty: 5698.214355
	Iteration 17Q: 3 clusters Score -1.463931e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65314 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -14639616.000000 Penalty: 5698.214355
	Iteration 18Q: 3 clusters Score -1.463962e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66489 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -14639912.000000 Penalty: 5698.214355
	Iteration 19Q: 3 clusters Score -1.463991e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67717 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -14640264.000000 Penalty: 5698.214355
	Iteration 20F: 3 clusters Score -1.464026e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68954 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -14640570.000000 Penalty: 5698.214355
	Iteration 21Q: 3 clusters Score -1.464057e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70154 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -14640971.000000 Penalty: 5698.214355
	Iteration 22Q: 3 clusters Score -1.464097e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -14641246.000000 Penalty: 5698.214355
	Iteration 23Q: 3 clusters Score -1.464125e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -14641622.000000 Penalty: 5698.214355
	Iteration 24Q: 3 clusters Score -1.464162e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -14642054.000000 Penalty: 5698.214355
	Iteration 25Q: 3 clusters Score -1.464205e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -14642515.000000 Penalty: 5698.214355
	Iteration 26Q: 3 clusters Score -1.464252e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76911 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -14642996.000000 Penalty: 5698.214355
	Iteration 27Q: 3 clusters Score -1.4643e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -14643495.000000 Penalty: 5698.214355
	Iteration 28Q: 3 clusters Score -1.46435e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -14644094.000000 Penalty: 5698.214355
	Iteration 29Q: 3 clusters Score -1.464409e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81567 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -14644738.000000 Penalty: 5698.214355
	Iteration 30Q: 3 clusters Score -1.464474e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -14645388.000000 Penalty: 5698.214355
	Iteration 31Q: 3 clusters Score -1.464539e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -14646005.000000 Penalty: 5698.214355
	Iteration 32Q: 3 clusters Score -1.4646e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86060 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -14646655.000000 Penalty: 5698.214355
	Iteration 33Q: 3 clusters Score -1.464666e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -14647314.000000 Penalty: 5698.214355
	Iteration 34Q: 3 clusters Score -1.464731e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -14647978.000000 Penalty: 5698.214355
	Iteration 35Q: 3 clusters Score -1.464798e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -14648595.000000 Penalty: 5698.214355
	Iteration 36Q: 3 clusters Score -1.46486e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91008 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14649197.000000 Penalty: 5698.214355
	Iteration 37Q: 3 clusters Score -1.46492e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -14649701.000000 Penalty: 5698.214355
	Iteration 38Q: 3 clusters Score -1.46497e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -14650172.000000 Penalty: 5698.214355
	Iteration 39Q: 3 clusters Score -1.465017e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -14650607.000000 Penalty: 5698.214355
	Iteration 40F: 3 clusters Score -1.465061e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -14650922.000000 Penalty: 5698.214355
	Iteration 41Q: 3 clusters Score -1.465092e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94623 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -14651137.000000 Penalty: 5698.214355
	Iteration 42Q: 3 clusters Score -1.465114e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14651326.000000 Penalty: 5698.214355
	Iteration 43Q: 3 clusters Score -1.465133e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95331 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14651460.000000 Penalty: 5698.214355
	Iteration 44Q: 3 clusters Score -1.465146e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -14651532.000000 Penalty: 5698.214355
	Iteration 45Q: 3 clusters Score -1.465153e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -14651573.000000 Penalty: 5698.214355
	Iteration 46Q: 3 clusters Score -1.465157e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95898 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14651646.000000 Penalty: 5698.214355
	Iteration 47Q: 3 clusters Score -1.465165e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14651698.000000 Penalty: 5698.214355
	Iteration 48Q: 3 clusters Score -1.46517e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14651714.000000 Penalty: 5698.214355
	Iteration 49Q: 3 clusters Score -1.465171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -14651768.000000 Penalty: 5698.214355
	Iteration 50Q: 3 clusters Score -1.465177e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14651841.000000 Penalty: 5698.214355
	Iteration 51Q: 3 clusters Score -1.465184e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14651878.000000 Penalty: 5698.214355
	Iteration 52Q: 3 clusters Score -1.465188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -14651897.000000 Penalty: 5698.214355
	Iteration 53Q: 3 clusters Score -1.46519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -14651915.000000 Penalty: 5698.214355
	Iteration 54Q: 3 clusters Score -1.465192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14651916.000000 Penalty: 5698.214355
	Iteration 55Q: 3 clusters Score -1.465192e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14651936.000000 Penalty: 5698.214355
	Iteration 56Q: 3 clusters Score -1.465194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -14651954.000000 Penalty: 5698.214355
	Iteration 57Q: 3 clusters Score -1.465195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14651962.000000 Penalty: 5698.214355
	Iteration 58Q: 3 clusters Score -1.465196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14651963.000000 Penalty: 5698.214355
	Iteration 59Q: 3 clusters Score -1.465196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14651967.000000 Penalty: 5698.214355
	Iteration 60F: 3 clusters Score -1.465197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -14651970.000000 Penalty: 5698.214355
	Iteration 61Q: 3 clusters Score -1.465197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96575 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -14651980.000000 Penalty: 5698.214355
	Iteration 62Q: 3 clusters Score -1.465198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14651982.000000 Penalty: 5698.214355
	Iteration 63Q: 3 clusters Score -1.465198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96602 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14651975.000000 Penalty: 5698.214355
	Iteration 64Q: 3 clusters Score -1.465198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96614 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -14651990.000000 Penalty: 5698.214355
	Iteration 65Q: 3 clusters Score -1.465199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96630 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -14651993.000000 Penalty: 5698.214355
	Iteration 66Q: 3 clusters Score -1.465199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -14651998.000000 Penalty: 5698.214355
	Iteration 67Q: 3 clusters Score -1.4652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -14651995.000000 Penalty: 5698.214355
	Iteration 68Q: 3 clusters Score -1.4652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -14652000.000000 Penalty: 5698.214355
	Iteration 69Q: 3 clusters Score -1.4652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -14651998.000000 Penalty: 5698.214355
	Iteration 70Q: 3 clusters Score -1.4652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -14652002.000000 Penalty: 5698.214355
	Iteration 71Q: 3 clusters Score -1.4652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -14652002.000000 Penalty: 5698.214355
	Iteration 72Q: 3 clusters Score -1.4652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -14652006.000000 Penalty: 5698.214355
	Iteration 73Q: 3 clusters Score -1.465201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14652006.000000 Penalty: 5698.214355
	Iteration 74Q: 3 clusters Score -1.465201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14652007.000000 Penalty: 5698.214355
	Iteration 75Q: 3 clusters Score -1.465201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14652001.000000 Penalty: 5698.214355
	Iteration 76Q: 3 clusters Score -1.4652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14652001.000000 Penalty: 5698.214355
	Iteration 77F: 3 clusters Score -1.4652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73763.578125 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73763.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72223.906250 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72223.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72433.945312 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72433.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72501.062500 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -72501.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72528.265625 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72528.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72537.843750 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72537.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72549.695312 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72554.117188 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72554.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72558.773438 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72558.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72567.945312 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72567.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72570.359375 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72570.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72570.359375 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -72570.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Entering Unmasked Estep 
Score: -901043.937500 Penalty: 2166.569580
	Iteration 0F: 2 clusters Score -901043.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -895828.625000 Penalty: 4333.139160
	Iteration 0F: 3 clusters Score -895828.6 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -897201.375000 Penalty: 4333.139160
	Iteration 1F: 3 clusters Score -897201.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -897519.125000 Penalty: 4333.139160
	Iteration 2F: 3 clusters Score -897519.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -897814.187500 Penalty: 4333.139160
	Iteration 3F: 3 clusters Score -897814.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -898141.000000 Penalty: 4333.139160
	Iteration 4F: 3 clusters Score -898141 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -898509.500000 Penalty: 4333.139160
	Iteration 5F: 3 clusters Score -898509.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -898891.500000 Penalty: 4333.139160
	Iteration 6F: 3 clusters Score -898891.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -899224.062500 Penalty: 4333.139160
	Iteration 7F: 3 clusters Score -899224.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -899420.250000 Penalty: 4333.139160
	Iteration 8Q: 3 clusters Score -899420.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -899539.000000 Penalty: 4333.139160
	Iteration 9Q: 3 clusters Score -899539 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -899599.875000 Penalty: 4333.139160
	Iteration 10Q: 3 clusters Score -899599.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -899623.937500 Penalty: 4333.139160
	Iteration 11Q: 3 clusters Score -899623.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -899641.250000 Penalty: 4333.139160
	Iteration 12Q: 3 clusters Score -899641.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -899652.062500 Penalty: 4333.139160
	Iteration 13Q: 3 clusters Score -899652.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -899657.687500 Penalty: 4333.139160
	Iteration 14Q: 3 clusters Score -899657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -899659.187500 Penalty: 4333.139160
	Iteration 15Q: 3 clusters Score -899659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -899661.937500 Penalty: 4333.139160
	Iteration 16Q: 3 clusters Score -899661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -899661.500000 Penalty: 4333.139160
	Iteration 17Q: 3 clusters Score -899661.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -899661.500000 Penalty: 4333.139160
	Iteration 18F: 3 clusters Score -899661.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Entering Unmasked Estep 
Score: -770631.125000 Penalty: 2132.129883
	Iteration 0F: 2 clusters Score -770631.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -765885.937500 Penalty: 4264.259766
	Iteration 0F: 3 clusters Score -765885.9 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -767121.937500 Penalty: 4264.259766
	Iteration 1F: 3 clusters Score -767121.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -767372.687500 Penalty: 4264.259766
	Iteration 2F: 3 clusters Score -767372.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -767521.250000 Penalty: 4264.259766
	Iteration 3F: 3 clusters Score -767521.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -767642.812500 Penalty: 4264.259766
	Iteration 4Q: 3 clusters Score -767642.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -767758.062500 Penalty: 4264.259766
	Iteration 5Q: 3 clusters Score -767758.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -767885.437500 Penalty: 4264.259766
	Iteration 6Q: 3 clusters Score -767885.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -767997.875000 Penalty: 4264.259766
	Iteration 7Q: 3 clusters Score -767997.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -768113.687500 Penalty: 4264.259766
	Iteration 8Q: 3 clusters Score -768113.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -768229.437500 Penalty: 4264.259766
	Iteration 9Q: 3 clusters Score -768229.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -768337.312500 Penalty: 4264.259766
	Iteration 10Q: 3 clusters Score -768337.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -768439.625000 Penalty: 4264.259766
	Iteration 11Q: 3 clusters Score -768439.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -768548.937500 Penalty: 4264.259766
	Iteration 12Q: 3 clusters Score -768548.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -768635.500000 Penalty: 4264.259766
	Iteration 13Q: 3 clusters Score -768635.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -768686.437500 Penalty: 4264.259766
	Iteration 14Q: 3 clusters Score -768686.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -768733.625000 Penalty: 4264.259766
	Iteration 15Q: 3 clusters Score -768733.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -768777.625000 Penalty: 4264.259766
	Iteration 16Q: 3 clusters Score -768777.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -768807.687500 Penalty: 4264.259766
	Iteration 17Q: 3 clusters Score -768807.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -768835.375000 Penalty: 4264.259766
	Iteration 18Q: 3 clusters Score -768835.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -768852.750000 Penalty: 4264.259766
	Iteration 19Q: 3 clusters Score -768852.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -768877.875000 Penalty: 4264.259766
	Iteration 20F: 3 clusters Score -768877.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -768899.000000 Penalty: 4264.259766
	Iteration 21Q: 3 clusters Score -768899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -768916.250000 Penalty: 4264.259766
	Iteration 22Q: 3 clusters Score -768916.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -768926.875000 Penalty: 4264.259766
	Iteration 23Q: 3 clusters Score -768926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -768934.000000 Penalty: 4264.259766
	Iteration 24Q: 3 clusters Score -768934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -768940.375000 Penalty: 4264.259766
	Iteration 25Q: 3 clusters Score -768940.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -768946.312500 Penalty: 4264.259766
	Iteration 26Q: 3 clusters Score -768946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -768953.187500 Penalty: 4264.259766
	Iteration 27Q: 3 clusters Score -768953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -768960.250000 Penalty: 4264.259766
	Iteration 28Q: 3 clusters Score -768960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -768964.000000 Penalty: 4264.259766
	Iteration 29Q: 3 clusters Score -768964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -768969.750000 Penalty: 4264.259766
	Iteration 30Q: 3 clusters Score -768969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -768971.187500 Penalty: 4264.259766
	Iteration 31Q: 3 clusters Score -768971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -768974.187500 Penalty: 4264.259766
	Iteration 32Q: 3 clusters Score -768974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -768978.312500 Penalty: 4264.259766
	Iteration 33Q: 3 clusters Score -768978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -768981.375000 Penalty: 4264.259766
	Iteration 34Q: 3 clusters Score -768981.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -768981.375000 Penalty: 4264.259766
	Iteration 35F: 3 clusters Score -768981.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -15979.477539 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -15979.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15086.578125 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -15086.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -15137.618164 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -15137.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15144.951172 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -15144.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15144.951172 Penalty: 2511.047119
	Iteration 3F: 3 clusters Score -15144.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Entering Unmasked Estep 
Score: -11976689.000000 Penalty: 2800.818848
	Iteration 0F: 2 clusters Score -1.197669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -11923007.000000 Penalty: 5601.637695
	Iteration 0F: 3 clusters Score -1.192301e+07 nChanged 37819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -11944423.000000 Penalty: 5601.637695
	Iteration 1F: 3 clusters Score -1.194442e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -11945282.000000 Penalty: 5601.637695
	Iteration 2Q: 3 clusters Score -1.194528e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -11946360.000000 Penalty: 5601.637695
	Iteration 3Q: 3 clusters Score -1.194636e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -11947461.000000 Penalty: 5601.637695
	Iteration 4Q: 3 clusters Score -1.194746e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -11948869.000000 Penalty: 5601.637695
	Iteration 5Q: 3 clusters Score -1.194887e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -11950718.000000 Penalty: 5601.637695
	Iteration 6Q: 3 clusters Score -1.195072e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -11953067.000000 Penalty: 5601.637695
	Iteration 7F: 3 clusters Score -1.195307e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -11955784.000000 Penalty: 5601.637695
	Iteration 8F: 3 clusters Score -1.195578e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -11958770.000000 Penalty: 5601.637695
	Iteration 9F: 3 clusters Score -1.195877e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -11961556.000000 Penalty: 5601.637695
	Iteration 10F: 3 clusters Score -1.196156e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -11963931.000000 Penalty: 5601.637695
	Iteration 11Q: 3 clusters Score -1.196393e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -11965961.000000 Penalty: 5601.637695
	Iteration 12Q: 3 clusters Score -1.196596e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -11967622.000000 Penalty: 5601.637695
	Iteration 13Q: 3 clusters Score -1.196762e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 71144 members 
Entering Unmasked Estep 
Score: -11969030.000000 Penalty: 5601.637695
	Iteration 14Q: 3 clusters Score -1.196903e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -11970238.000000 Penalty: 5601.637695
	Iteration 15Q: 3 clusters Score -1.197024e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -11971276.000000 Penalty: 5601.637695
	Iteration 16Q: 3 clusters Score -1.197128e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -11972039.000000 Penalty: 5601.637695
	Iteration 17Q: 3 clusters Score -1.197204e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 77131 members 
Entering Unmasked Estep 
Score: -11972693.000000 Penalty: 5601.637695
	Iteration 18Q: 3 clusters Score -1.197269e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -11973186.000000 Penalty: 5601.637695
	Iteration 19Q: 3 clusters Score -1.197319e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 78419 members 
Entering Unmasked Estep 
Score: -11973494.000000 Penalty: 5601.637695
	Iteration 20F: 3 clusters Score -1.197349e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -11973741.000000 Penalty: 5601.637695
	Iteration 21Q: 3 clusters Score -1.197374e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -11973897.000000 Penalty: 5601.637695
	Iteration 22Q: 3 clusters Score -1.19739e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -11974000.000000 Penalty: 5601.637695
	Iteration 23Q: 3 clusters Score -1.1974e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -11974105.000000 Penalty: 5601.637695
	Iteration 24Q: 3 clusters Score -1.19741e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -11974140.000000 Penalty: 5601.637695
	Iteration 25Q: 3 clusters Score -1.197414e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -11974213.000000 Penalty: 5601.637695
	Iteration 26Q: 3 clusters Score -1.197421e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -11974243.000000 Penalty: 5601.637695
	Iteration 27Q: 3 clusters Score -1.197424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -11974265.000000 Penalty: 5601.637695
	Iteration 28Q: 3 clusters Score -1.197426e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -11974275.000000 Penalty: 5601.637695
	Iteration 29Q: 3 clusters Score -1.197428e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -11974298.000000 Penalty: 5601.637695
	Iteration 30Q: 3 clusters Score -1.19743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -11974313.000000 Penalty: 5601.637695
	Iteration 31Q: 3 clusters Score -1.197431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -11974324.000000 Penalty: 5601.637695
	Iteration 32Q: 3 clusters Score -1.197432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -11974335.000000 Penalty: 5601.637695
	Iteration 33Q: 3 clusters Score -1.197434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -11974329.000000 Penalty: 5601.637695
	Iteration 34Q: 3 clusters Score -1.197433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -11974333.000000 Penalty: 5601.637695
	Iteration 35Q: 3 clusters Score -1.197433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -11974338.000000 Penalty: 5601.637695
	Iteration 36Q: 3 clusters Score -1.197434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -11974325.000000 Penalty: 5601.637695
	Iteration 37Q: 3 clusters Score -1.197432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -11974334.000000 Penalty: 5601.637695
	Iteration 38Q: 3 clusters Score -1.197433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -11974343.000000 Penalty: 5601.637695
	Iteration 39Q: 3 clusters Score -1.197434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 79661 members 
Entering Unmasked Estep 
Score: -11974332.000000 Penalty: 5601.637695
	Iteration 40F: 3 clusters Score -1.197433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -11974353.000000 Penalty: 5601.637695
	Iteration 41Q: 3 clusters Score -1.197435e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -11974366.000000 Penalty: 5601.637695
	Iteration 42Q: 3 clusters Score -1.197437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -11974364.000000 Penalty: 5601.637695
	Iteration 43Q: 3 clusters Score -1.197436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -11974372.000000 Penalty: 5601.637695
	Iteration 44Q: 3 clusters Score -1.197437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -11974363.000000 Penalty: 5601.637695
	Iteration 45Q: 3 clusters Score -1.197436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -11974368.000000 Penalty: 5601.637695
	Iteration 46Q: 3 clusters Score -1.197437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 79690 members 
Entering Unmasked Estep 
Score: -11974364.000000 Penalty: 5601.637695
	Iteration 47Q: 3 clusters Score -1.197436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -11974364.000000 Penalty: 5601.637695
	Iteration 48Q: 3 clusters Score -1.197436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -11974376.000000 Penalty: 5601.637695
	Iteration 49Q: 3 clusters Score -1.197438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -11974367.000000 Penalty: 5601.637695
	Iteration 50Q: 3 clusters Score -1.197437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79687 members 
Entering Unmasked Estep 
Score: -11974367.000000 Penalty: 5601.637695
	Iteration 51F: 3 clusters Score -1.197437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Entering Unmasked Estep 
Score: -419548.750000 Penalty: 1974.073608
	Iteration 0F: 2 clusters Score -419548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -416414.281250 Penalty: 3948.147217
	Iteration 0F: 3 clusters Score -416414.3 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -417071.656250 Penalty: 3948.147217
	Iteration 1F: 3 clusters Score -417071.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -417294.843750 Penalty: 3948.147217
	Iteration 2F: 3 clusters Score -417294.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -417501.843750 Penalty: 3948.147217
	Iteration 3F: 3 clusters Score -417501.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -417740.093750 Penalty: 3948.147217
	Iteration 4F: 3 clusters Score -417740.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -417979.437500 Penalty: 3948.147217
	Iteration 5F: 3 clusters Score -417979.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -418253.343750 Penalty: 3948.147217
	Iteration 6F: 3 clusters Score -418253.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -418540.187500 Penalty: 3948.147217
	Iteration 7F: 3 clusters Score -418540.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -418801.593750 Penalty: 3948.147217
	Iteration 8F: 3 clusters Score -418801.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -418957.625000 Penalty: 3948.147217
	Iteration 9Q: 3 clusters Score -418957.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -419041.875000 Penalty: 3948.147217
	Iteration 10Q: 3 clusters Score -419041.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -419090.281250 Penalty: 3948.147217
	Iteration 11Q: 3 clusters Score -419090.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -419113.937500 Penalty: 3948.147217
	Iteration 12Q: 3 clusters Score -419113.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -419126.656250 Penalty: 3948.147217
	Iteration 13Q: 3 clusters Score -419126.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -419132.593750 Penalty: 3948.147217
	Iteration 14Q: 3 clusters Score -419132.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -419136.937500 Penalty: 3948.147217
	Iteration 15Q: 3 clusters Score -419136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -419139.218750 Penalty: 3948.147217
	Iteration 16Q: 3 clusters Score -419139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -419140.781250 Penalty: 3948.147217
	Iteration 17Q: 3 clusters Score -419140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -419143.062500 Penalty: 3948.147217
	Iteration 18Q: 3 clusters Score -419143.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -419145.656250 Penalty: 3948.147217
	Iteration 19Q: 3 clusters Score -419145.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -419148.875000 Penalty: 3948.147217
	Iteration 20F: 3 clusters Score -419148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -419149.062500 Penalty: 3948.147217
	Iteration 21Q: 3 clusters Score -419149.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -419149.187500 Penalty: 3948.147217
	Iteration 22Q: 3 clusters Score -419149.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -419149.187500 Penalty: 3948.147217
	Iteration 23F: 3 clusters Score -419149.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -666419.437500 Penalty: 2126.433594
	Iteration 0F: 2 clusters Score -666419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -661823.750000 Penalty: 4252.867188
	Iteration 0F: 3 clusters Score -661823.8 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -663322.312500 Penalty: 4252.867188
	Iteration 1F: 3 clusters Score -663322.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -663831.375000 Penalty: 4252.867188
	Iteration 2F: 3 clusters Score -663831.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -664158.187500 Penalty: 4252.867188
	Iteration 3F: 3 clusters Score -664158.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -664387.250000 Penalty: 4252.867188
	Iteration 4F: 3 clusters Score -664387.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -664581.562500 Penalty: 4252.867188
	Iteration 5Q: 3 clusters Score -664581.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -664716.500000 Penalty: 4252.867188
	Iteration 6Q: 3 clusters Score -664716.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -664821.687500 Penalty: 4252.867188
	Iteration 7Q: 3 clusters Score -664821.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -664890.000000 Penalty: 4252.867188
	Iteration 8Q: 3 clusters Score -664890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -664950.750000 Penalty: 4252.867188
	Iteration 9Q: 3 clusters Score -664950.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -664999.250000 Penalty: 4252.867188
	Iteration 10Q: 3 clusters Score -664999.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -665038.937500 Penalty: 4252.867188
	Iteration 11Q: 3 clusters Score -665038.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -665070.187500 Penalty: 4252.867188
	Iteration 12Q: 3 clusters Score -665070.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -665097.375000 Penalty: 4252.867188
	Iteration 13Q: 3 clusters Score -665097.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -665119.312500 Penalty: 4252.867188
	Iteration 14Q: 3 clusters Score -665119.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -665139.125000 Penalty: 4252.867188
	Iteration 15Q: 3 clusters Score -665139.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -665159.687500 Penalty: 4252.867188
	Iteration 16Q: 3 clusters Score -665159.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -665173.625000 Penalty: 4252.867188
	Iteration 17Q: 3 clusters Score -665173.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -665191.625000 Penalty: 4252.867188
	Iteration 18Q: 3 clusters Score -665191.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -665204.500000 Penalty: 4252.867188
	Iteration 19Q: 3 clusters Score -665204.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -665214.312500 Penalty: 4252.867188
	Iteration 20F: 3 clusters Score -665214.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -665221.437500 Penalty: 4252.867188
	Iteration 21Q: 3 clusters Score -665221.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -665230.062500 Penalty: 4252.867188
	Iteration 22Q: 3 clusters Score -665230.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -665237.000000 Penalty: 4252.867188
	Iteration 23Q: 3 clusters Score -665237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -665242.187500 Penalty: 4252.867188
	Iteration 24Q: 3 clusters Score -665242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -665247.312500 Penalty: 4252.867188
	Iteration 25Q: 3 clusters Score -665247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -665250.125000 Penalty: 4252.867188
	Iteration 26Q: 3 clusters Score -665250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -665251.437500 Penalty: 4252.867188
	Iteration 27Q: 3 clusters Score -665251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -665252.187500 Penalty: 4252.867188
	Iteration 28Q: 3 clusters Score -665252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -665252.500000 Penalty: 4252.867188
	Iteration 29Q: 3 clusters Score -665252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -665253.125000 Penalty: 4252.867188
	Iteration 30Q: 3 clusters Score -665253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -665255.062500 Penalty: 4252.867188
	Iteration 31Q: 3 clusters Score -665255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -665253.187500 Penalty: 4252.867188
	Iteration 32Q: 3 clusters Score -665253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -665253.750000 Penalty: 4252.867188
	Iteration 33Q: 3 clusters Score -665253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -665254.500000 Penalty: 4252.867188
	Iteration 34Q: 3 clusters Score -665254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -665255.312500 Penalty: 4252.867188
	Iteration 35Q: 3 clusters Score -665255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -665257.500000 Penalty: 4252.867188
	Iteration 36Q: 3 clusters Score -665257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -665255.812500 Penalty: 4252.867188
	Iteration 37Q: 3 clusters Score -665255.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -665258.437500 Penalty: 4252.867188
	Iteration 38Q: 3 clusters Score -665258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -665257.750000 Penalty: 4252.867188
	Iteration 39Q: 3 clusters Score -665257.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -665259.187500 Penalty: 4252.867188
	Iteration 40F: 3 clusters Score -665259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -665260.062500 Penalty: 4252.867188
	Iteration 41Q: 3 clusters Score -665260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -665259.812500 Penalty: 4252.867188
	Iteration 42Q: 3 clusters Score -665259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -665260.625000 Penalty: 4252.867188
	Iteration 43Q: 3 clusters Score -665260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -665261.125000 Penalty: 4252.867188
	Iteration 44Q: 3 clusters Score -665261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -665261.125000 Penalty: 4252.867188
	Iteration 45F: 3 clusters Score -665261.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -468149.500000 Penalty: 1996.653564
	Iteration 0F: 2 clusters Score -468149.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -464804.843750 Penalty: 3993.307129
	Iteration 0F: 3 clusters Score -464804.8 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -465478.500000 Penalty: 3993.307129
	Iteration 1F: 3 clusters Score -465478.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -465639.125000 Penalty: 3993.307129
	Iteration 2F: 3 clusters Score -465639.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -465749.375000 Penalty: 3993.307129
	Iteration 3Q: 3 clusters Score -465749.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -465847.187500 Penalty: 3993.307129
	Iteration 4Q: 3 clusters Score -465847.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -465940.500000 Penalty: 3993.307129
	Iteration 5Q: 3 clusters Score -465940.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -466004.343750 Penalty: 3993.307129
	Iteration 6Q: 3 clusters Score -466004.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -466066.343750 Penalty: 3993.307129
	Iteration 7Q: 3 clusters Score -466066.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -466126.937500 Penalty: 3993.307129
	Iteration 8Q: 3 clusters Score -466126.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -466177.531250 Penalty: 3993.307129
	Iteration 9Q: 3 clusters Score -466177.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -466229.125000 Penalty: 3993.307129
	Iteration 10Q: 3 clusters Score -466229.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -466286.781250 Penalty: 3993.307129
	Iteration 11Q: 3 clusters Score -466286.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -466347.125000 Penalty: 3993.307129
	Iteration 12Q: 3 clusters Score -466347.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -466389.875000 Penalty: 3993.307129
	Iteration 13Q: 3 clusters Score -466389.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -466431.093750 Penalty: 3993.307129
	Iteration 14Q: 3 clusters Score -466431.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -466465.500000 Penalty: 3993.307129
	Iteration 15Q: 3 clusters Score -466465.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -466495.718750 Penalty: 3993.307129
	Iteration 16Q: 3 clusters Score -466495.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -466516.187500 Penalty: 3993.307129
	Iteration 17Q: 3 clusters Score -466516.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -466529.125000 Penalty: 3993.307129
	Iteration 18Q: 3 clusters Score -466529.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -466547.343750 Penalty: 3993.307129
	Iteration 19Q: 3 clusters Score -466547.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -466566.156250 Penalty: 3993.307129
	Iteration 20F: 3 clusters Score -466566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -466579.625000 Penalty: 3993.307129
	Iteration 21Q: 3 clusters Score -466579.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -466586.406250 Penalty: 3993.307129
	Iteration 22Q: 3 clusters Score -466586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -466591.781250 Penalty: 3993.307129
	Iteration 23Q: 3 clusters Score -466591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -466594.750000 Penalty: 3993.307129
	Iteration 24Q: 3 clusters Score -466594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -466597.500000 Penalty: 3993.307129
	Iteration 25Q: 3 clusters Score -466597.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -466598.531250 Penalty: 3993.307129
	Iteration 26Q: 3 clusters Score -466598.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -466600.781250 Penalty: 3993.307129
	Iteration 27Q: 3 clusters Score -466600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -466601.562500 Penalty: 3993.307129
	Iteration 28Q: 3 clusters Score -466601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -466604.468750 Penalty: 3993.307129
	Iteration 29Q: 3 clusters Score -466604.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -466605.593750 Penalty: 3993.307129
	Iteration 30Q: 3 clusters Score -466605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -466606.187500 Penalty: 3993.307129
	Iteration 31Q: 3 clusters Score -466606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -466606.906250 Penalty: 3993.307129
	Iteration 32Q: 3 clusters Score -466606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -466606.906250 Penalty: 3993.307129
	Iteration 33F: 3 clusters Score -466606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (30216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Entering Unmasked Estep 
Score: -4195604.500000 Penalty: 2558.399414
	Iteration 0F: 2 clusters Score -4195604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4174904.750000 Penalty: 5116.798828
	Iteration 0F: 3 clusters Score -4174905 nChanged 13655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4182639.750000 Penalty: 5116.798828
	Iteration 1F: 3 clusters Score -4182640 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4183482.500000 Penalty: 5116.798828
	Iteration 2F: 3 clusters Score -4183482 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4184510.750000 Penalty: 5116.798828
	Iteration 3F: 3 clusters Score -4184511 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4185767.750000 Penalty: 5116.798828
	Iteration 4F: 3 clusters Score -4185768 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4187179.750000 Penalty: 5116.798828
	Iteration 5F: 3 clusters Score -4187180 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4188553.000000 Penalty: 5116.798828
	Iteration 6F: 3 clusters Score -4188553 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4189857.750000 Penalty: 5116.798828
	Iteration 7F: 3 clusters Score -4189858 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4190791.750000 Penalty: 5116.798828
	Iteration 8F: 3 clusters Score -4190792 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4191482.000000 Penalty: 5116.798828
	Iteration 9Q: 3 clusters Score -4191482 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4191972.000000 Penalty: 5116.798828
	Iteration 10Q: 3 clusters Score -4191972 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4192321.250000 Penalty: 5116.798828
	Iteration 11Q: 3 clusters Score -4192321 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -4192595.750000 Penalty: 5116.798828
	Iteration 12Q: 3 clusters Score -4192596 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -4192777.250000 Penalty: 5116.798828
	Iteration 13Q: 3 clusters Score -4192777 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -4192947.750000 Penalty: 5116.798828
	Iteration 14Q: 3 clusters Score -4192948 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -4193141.250000 Penalty: 5116.798828
	Iteration 15Q: 3 clusters Score -4193141 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4193340.500000 Penalty: 5116.798828
	Iteration 16Q: 3 clusters Score -4193340 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4193540.750000 Penalty: 5116.798828
	Iteration 17Q: 3 clusters Score -4193541 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4193720.250000 Penalty: 5116.798828
	Iteration 18Q: 3 clusters Score -4193720 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -4193858.000000 Penalty: 5116.798828
	Iteration 19Q: 3 clusters Score -4193858 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -4194026.750000 Penalty: 5116.798828
	Iteration 20F: 3 clusters Score -4194027 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4194184.000000 Penalty: 5116.798828
	Iteration 21Q: 3 clusters Score -4194184 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -4194347.000000 Penalty: 5116.798828
	Iteration 22Q: 3 clusters Score -4194347 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4194436.500000 Penalty: 5116.798828
	Iteration 23Q: 3 clusters Score -4194436 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -4194495.000000 Penalty: 5116.798828
	Iteration 24Q: 3 clusters Score -4194495 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4194536.000000 Penalty: 5116.798828
	Iteration 25Q: 3 clusters Score -4194536 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4194557.500000 Penalty: 5116.798828
	Iteration 26Q: 3 clusters Score -4194558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4194591.500000 Penalty: 5116.798828
	Iteration 27Q: 3 clusters Score -4194592 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -4194592.500000 Penalty: 5116.798828
	Iteration 28Q: 3 clusters Score -4194592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -4194617.000000 Penalty: 5116.798828
	Iteration 29Q: 3 clusters Score -4194617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4194626.000000 Penalty: 5116.798828
	Iteration 30Q: 3 clusters Score -4194626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -4194633.000000 Penalty: 5116.798828
	Iteration 31Q: 3 clusters Score -4194633 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4194625.500000 Penalty: 5116.798828
	Iteration 32Q: 3 clusters Score -4194626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -4194648.000000 Penalty: 5116.798828
	Iteration 33Q: 3 clusters Score -4194648 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4194653.500000 Penalty: 5116.798828
	Iteration 34Q: 3 clusters Score -4194654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4194662.000000 Penalty: 5116.798828
	Iteration 35Q: 3 clusters Score -4194662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4194659.000000 Penalty: 5116.798828
	Iteration 36Q: 3 clusters Score -4194659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4194659.500000 Penalty: 5116.798828
	Iteration 37Q: 3 clusters Score -4194660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4194650.500000 Penalty: 5116.798828
	Iteration 38Q: 3 clusters Score -4194650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -4194659.000000 Penalty: 5116.798828
	Iteration 39Q: 3 clusters Score -4194659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4194665.500000 Penalty: 5116.798828
	Iteration 40F: 3 clusters Score -4194666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4194664.500000 Penalty: 5116.798828
	Iteration 41Q: 3 clusters Score -4194664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4194664.000000 Penalty: 5116.798828
	Iteration 42Q: 3 clusters Score -4194664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4194663.000000 Penalty: 5116.798828
	Iteration 43Q: 3 clusters Score -4194663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -4194663.000000 Penalty: 5116.798828
	Iteration 44Q: 3 clusters Score -4194663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -4194665.500000 Penalty: 5116.798828
	Iteration 45Q: 3 clusters Score -4194666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -4194663.000000 Penalty: 5116.798828
	Iteration 46Q: 3 clusters Score -4194663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4194667.000000 Penalty: 5116.798828
	Iteration 47Q: 3 clusters Score -4194667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -4194667.000000 Penalty: 5116.798828
	Iteration 48Q: 3 clusters Score -4194667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -4194666.500000 Penalty: 5116.798828
	Iteration 49Q: 3 clusters Score -4194666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4194666.000000 Penalty: 5116.798828
	Iteration 50Q: 3 clusters Score -4194666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4194666.000000 Penalty: 5116.798828
	Iteration 51Q: 3 clusters Score -4194666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4194673.500000 Penalty: 5116.798828
	Iteration 52Q: 3 clusters Score -4194674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4194667.500000 Penalty: 5116.798828
	Iteration 53Q: 3 clusters Score -4194668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4194667.000000 Penalty: 5116.798828
	Iteration 54Q: 3 clusters Score -4194667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4194667.500000 Penalty: 5116.798828
	Iteration 55Q: 3 clusters Score -4194668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4194672.500000 Penalty: 5116.798828
	Iteration 56Q: 3 clusters Score -4194672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4194677.500000 Penalty: 5116.798828
	Iteration 57Q: 3 clusters Score -4194678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4194679.000000 Penalty: 5116.798828
	Iteration 58Q: 3 clusters Score -4194679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4194684.500000 Penalty: 5116.798828
	Iteration 59Q: 3 clusters Score -4194684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -4194683.000000 Penalty: 5116.798828
	Iteration 60F: 3 clusters Score -4194683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -4194686.000000 Penalty: 5116.798828
	Iteration 61Q: 3 clusters Score -4194686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4194680.000000 Penalty: 5116.798828
	Iteration 62Q: 3 clusters Score -4194680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4194689.500000 Penalty: 5116.798828
	Iteration 63Q: 3 clusters Score -4194690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4194689.500000 Penalty: 5116.798828
	Iteration 64Q: 3 clusters Score -4194690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4194684.000000 Penalty: 5116.798828
	Iteration 65Q: 3 clusters Score -4194684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4194688.000000 Penalty: 5116.798828
	Iteration 66Q: 3 clusters Score -4194688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -4194683.000000 Penalty: 5116.798828
	Iteration 67Q: 3 clusters Score -4194683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4194689.500000 Penalty: 5116.798828
	Iteration 68Q: 3 clusters Score -4194690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4194691.500000 Penalty: 5116.798828
	Iteration 69Q: 3 clusters Score -4194692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -4194688.500000 Penalty: 5116.798828
	Iteration 70Q: 3 clusters Score -4194688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -4194690.500000 Penalty: 5116.798828
	Iteration 71Q: 3 clusters Score -4194690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4194688.500000 Penalty: 5116.798828
	Iteration 72Q: 3 clusters Score -4194688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4194694.500000 Penalty: 5116.798828
	Iteration 73Q: 3 clusters Score -4194694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4194696.000000 Penalty: 5116.798828
	Iteration 74Q: 3 clusters Score -4194696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4194695.500000 Penalty: 5116.798828
	Iteration 75Q: 3 clusters Score -4194696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4194698.500000 Penalty: 5116.798828
	Iteration 76Q: 3 clusters Score -4194698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4194698.000000 Penalty: 5116.798828
	Iteration 77Q: 3 clusters Score -4194698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4194703.000000 Penalty: 5116.798828
	Iteration 78Q: 3 clusters Score -4194703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 5116.798828
	Iteration 79Q: 3 clusters Score -4194705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4194710.000000 Penalty: 5116.798828
	Iteration 80F: 3 clusters Score -4194710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 5116.798828
	Iteration 81Q: 3 clusters Score -4194705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 5116.798828
	Iteration 82Q: 3 clusters Score -4194705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4194703.000000 Penalty: 5116.798828
	Iteration 83Q: 3 clusters Score -4194703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4194703.500000 Penalty: 5116.798828
	Iteration 84Q: 3 clusters Score -4194704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -4194708.000000 Penalty: 5116.798828
	Iteration 85Q: 3 clusters Score -4194708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4194706.500000 Penalty: 5116.798828
	Iteration 86Q: 3 clusters Score -4194706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4194719.000000 Penalty: 5116.798828
	Iteration 87Q: 3 clusters Score -4194719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -4194717.000000 Penalty: 5116.798828
	Iteration 88Q: 3 clusters Score -4194717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -4194727.000000 Penalty: 5116.798828
	Iteration 89Q: 3 clusters Score -4194727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4194721.000000 Penalty: 5116.798828
	Iteration 90Q: 3 clusters Score -4194721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4194717.500000 Penalty: 5116.798828
	Iteration 91Q: 3 clusters Score -4194718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -4194715.500000 Penalty: 5116.798828
	Iteration 92Q: 3 clusters Score -4194716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4194714.500000 Penalty: 5116.798828
	Iteration 93Q: 3 clusters Score -4194714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4194717.500000 Penalty: 5116.798828
	Iteration 94Q: 3 clusters Score -4194718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4194714.500000 Penalty: 5116.798828
	Iteration 95Q: 3 clusters Score -4194714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4194719.000000 Penalty: 5116.798828
	Iteration 96Q: 3 clusters Score -4194719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4194723.000000 Penalty: 5116.798828
	Iteration 97Q: 3 clusters Score -4194723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -4194717.000000 Penalty: 5116.798828
	Iteration 98Q: 3 clusters Score -4194717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4194719.000000 Penalty: 5116.798828
	Iteration 99Q: 3 clusters Score -4194719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -4194719.500000 Penalty: 5116.798828
	Iteration 100F: 3 clusters Score -4194720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4194718.000000 Penalty: 5116.798828
	Iteration 101Q: 3 clusters Score -4194718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4194718.000000 Penalty: 5116.798828
	Iteration 102Q: 3 clusters Score -4194718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -4194717.000000 Penalty: 5116.798828
	Iteration 103Q: 3 clusters Score -4194717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4194719.500000 Penalty: 5116.798828
	Iteration 104Q: 3 clusters Score -4194720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4194721.000000 Penalty: 5116.798828
	Iteration 105Q: 3 clusters Score -4194721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4194721.500000 Penalty: 5116.798828
	Iteration 106Q: 3 clusters Score -4194722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4194717.500000 Penalty: 5116.798828
	Iteration 107Q: 3 clusters Score -4194718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -4194721.500000 Penalty: 5116.798828
	Iteration 108Q: 3 clusters Score -4194722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4194717.500000 Penalty: 5116.798828
	Iteration 109Q: 3 clusters Score -4194718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -4194724.000000 Penalty: 5116.798828
	Iteration 110Q: 3 clusters Score -4194724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -4194721.000000 Penalty: 5116.798828
	Iteration 111Q: 3 clusters Score -4194721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4194717.000000 Penalty: 5116.798828
	Iteration 112Q: 3 clusters Score -4194717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -4194717.000000 Penalty: 5116.798828
	Iteration 113Q: 3 clusters Score -4194717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4194720.500000 Penalty: 5116.798828
	Iteration 114Q: 3 clusters Score -4194720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4194719.000000 Penalty: 5116.798828
	Iteration 115Q: 3 clusters Score -4194719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4194720.500000 Penalty: 5116.798828
	Iteration 116Q: 3 clusters Score -4194720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4194722.000000 Penalty: 5116.798828
	Iteration 117Q: 3 clusters Score -4194722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4194720.500000 Penalty: 5116.798828
	Iteration 118Q: 3 clusters Score -4194720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4194722.500000 Penalty: 5116.798828
	Iteration 119Q: 3 clusters Score -4194722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -4194727.000000 Penalty: 5116.798828
	Iteration 120F: 3 clusters Score -4194727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4194726.500000 Penalty: 5116.798828
	Iteration 121Q: 3 clusters Score -4194726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -4194726.500000 Penalty: 5116.798828
	Iteration 122F: 3 clusters Score -4194726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -1609615.000000 Penalty: 2307.869141
	Iteration 0F: 2 clusters Score -1609615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1601351.250000 Penalty: 4615.738281
	Iteration 0F: 3 clusters Score -1601351 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1603784.875000 Penalty: 4615.738281
	Iteration 1F: 3 clusters Score -1603785 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1604163.625000 Penalty: 4615.738281
	Iteration 2F: 3 clusters Score -1604164 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1604474.875000 Penalty: 4615.738281
	Iteration 3F: 3 clusters Score -1604475 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1604758.625000 Penalty: 4615.738281
	Iteration 4F: 3 clusters Score -1604759 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1605020.875000 Penalty: 4615.738281
	Iteration 5Q: 3 clusters Score -1605021 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1605270.625000 Penalty: 4615.738281
	Iteration 6Q: 3 clusters Score -1605271 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1605502.625000 Penalty: 4615.738281
	Iteration 7Q: 3 clusters Score -1605503 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1605720.875000 Penalty: 4615.738281
	Iteration 8Q: 3 clusters Score -1605721 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1605922.250000 Penalty: 4615.738281
	Iteration 9Q: 3 clusters Score -1605922 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1606101.750000 Penalty: 4615.738281
	Iteration 10Q: 3 clusters Score -1606102 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1606233.625000 Penalty: 4615.738281
	Iteration 11Q: 3 clusters Score -1606234 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1606365.125000 Penalty: 4615.738281
	Iteration 12Q: 3 clusters Score -1606365 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1606446.250000 Penalty: 4615.738281
	Iteration 13Q: 3 clusters Score -1606446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1606514.875000 Penalty: 4615.738281
	Iteration 14Q: 3 clusters Score -1606515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1606567.250000 Penalty: 4615.738281
	Iteration 15Q: 3 clusters Score -1606567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1606603.250000 Penalty: 4615.738281
	Iteration 16Q: 3 clusters Score -1606603 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1606634.875000 Penalty: 4615.738281
	Iteration 17Q: 3 clusters Score -1606635 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1606659.250000 Penalty: 4615.738281
	Iteration 18Q: 3 clusters Score -1606659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1606679.750000 Penalty: 4615.738281
	Iteration 19Q: 3 clusters Score -1606680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1606693.625000 Penalty: 4615.738281
	Iteration 20F: 3 clusters Score -1606694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1606697.375000 Penalty: 4615.738281
	Iteration 21Q: 3 clusters Score -1606697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1606703.875000 Penalty: 4615.738281
	Iteration 22Q: 3 clusters Score -1606704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1606719.250000 Penalty: 4615.738281
	Iteration 23Q: 3 clusters Score -1606719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1606729.375000 Penalty: 4615.738281
	Iteration 24Q: 3 clusters Score -1606729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1606741.125000 Penalty: 4615.738281
	Iteration 25Q: 3 clusters Score -1606741 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1606752.375000 Penalty: 4615.738281
	Iteration 26Q: 3 clusters Score -1606752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1606762.250000 Penalty: 4615.738281
	Iteration 27Q: 3 clusters Score -1606762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1606768.750000 Penalty: 4615.738281
	Iteration 28Q: 3 clusters Score -1606769 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1606776.125000 Penalty: 4615.738281
	Iteration 29Q: 3 clusters Score -1606776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1606784.125000 Penalty: 4615.738281
	Iteration 30Q: 3 clusters Score -1606784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1606789.500000 Penalty: 4615.738281
	Iteration 31Q: 3 clusters Score -1606790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1606800.875000 Penalty: 4615.738281
	Iteration 32Q: 3 clusters Score -1606801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1606805.750000 Penalty: 4615.738281
	Iteration 33Q: 3 clusters Score -1606806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1606806.750000 Penalty: 4615.738281
	Iteration 34Q: 3 clusters Score -1606807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1606810.750000 Penalty: 4615.738281
	Iteration 35Q: 3 clusters Score -1606811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1606822.000000 Penalty: 4615.738281
	Iteration 36Q: 3 clusters Score -1606822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1606827.625000 Penalty: 4615.738281
	Iteration 37Q: 3 clusters Score -1606828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1606835.500000 Penalty: 4615.738281
	Iteration 38Q: 3 clusters Score -1606836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1606839.750000 Penalty: 4615.738281
	Iteration 39Q: 3 clusters Score -1606840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1606846.125000 Penalty: 4615.738281
	Iteration 40F: 3 clusters Score -1606846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1606847.875000 Penalty: 4615.738281
	Iteration 41Q: 3 clusters Score -1606848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1606855.625000 Penalty: 4615.738281
	Iteration 42Q: 3 clusters Score -1606856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1606858.875000 Penalty: 4615.738281
	Iteration 43Q: 3 clusters Score -1606859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1606862.625000 Penalty: 4615.738281
	Iteration 44Q: 3 clusters Score -1606863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1606874.750000 Penalty: 4615.738281
	Iteration 45Q: 3 clusters Score -1606875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1606883.000000 Penalty: 4615.738281
	Iteration 46Q: 3 clusters Score -1606883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1606895.000000 Penalty: 4615.738281
	Iteration 47Q: 3 clusters Score -1606895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1606903.000000 Penalty: 4615.738281
	Iteration 48Q: 3 clusters Score -1606903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1606907.500000 Penalty: 4615.738281
	Iteration 49Q: 3 clusters Score -1606908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1606916.500000 Penalty: 4615.738281
	Iteration 50Q: 3 clusters Score -1606916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1606924.125000 Penalty: 4615.738281
	Iteration 51Q: 3 clusters Score -1606924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1606925.375000 Penalty: 4615.738281
	Iteration 52Q: 3 clusters Score -1606925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1606933.500000 Penalty: 4615.738281
	Iteration 53Q: 3 clusters Score -1606934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1606943.375000 Penalty: 4615.738281
	Iteration 54Q: 3 clusters Score -1606943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1606952.125000 Penalty: 4615.738281
	Iteration 55Q: 3 clusters Score -1606952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1606962.875000 Penalty: 4615.738281
	Iteration 56Q: 3 clusters Score -1606963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1606974.250000 Penalty: 4615.738281
	Iteration 57Q: 3 clusters Score -1606974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1606981.875000 Penalty: 4615.738281
	Iteration 58Q: 3 clusters Score -1606982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1606992.500000 Penalty: 4615.738281
	Iteration 59Q: 3 clusters Score -1606992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1607007.250000 Penalty: 4615.738281
	Iteration 60F: 3 clusters Score -1607007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1607016.500000 Penalty: 4615.738281
	Iteration 61Q: 3 clusters Score -1607016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1607031.750000 Penalty: 4615.738281
	Iteration 62Q: 3 clusters Score -1607032 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1607051.750000 Penalty: 4615.738281
	Iteration 63Q: 3 clusters Score -1607052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1607070.875000 Penalty: 4615.738281
	Iteration 64Q: 3 clusters Score -1607071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1607088.625000 Penalty: 4615.738281
	Iteration 65Q: 3 clusters Score -1607089 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1607105.000000 Penalty: 4615.738281
	Iteration 66Q: 3 clusters Score -1607105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1607120.750000 Penalty: 4615.738281
	Iteration 67Q: 3 clusters Score -1607121 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1607148.250000 Penalty: 4615.738281
	Iteration 68Q: 3 clusters Score -1607148 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1607170.875000 Penalty: 4615.738281
	Iteration 69Q: 3 clusters Score -1607171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1607196.125000 Penalty: 4615.738281
	Iteration 70Q: 3 clusters Score -1607196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1607226.125000 Penalty: 4615.738281
	Iteration 71Q: 3 clusters Score -1607226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1607261.125000 Penalty: 4615.738281
	Iteration 72Q: 3 clusters Score -1607261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1607298.875000 Penalty: 4615.738281
	Iteration 73Q: 3 clusters Score -1607299 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1607332.125000 Penalty: 4615.738281
	Iteration 74Q: 3 clusters Score -1607332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1607368.750000 Penalty: 4615.738281
	Iteration 75Q: 3 clusters Score -1607369 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1607392.750000 Penalty: 4615.738281
	Iteration 76Q: 3 clusters Score -1607393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1607419.750000 Penalty: 4615.738281
	Iteration 77Q: 3 clusters Score -1607420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1607454.000000 Penalty: 4615.738281
	Iteration 78Q: 3 clusters Score -1607454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1607476.500000 Penalty: 4615.738281
	Iteration 79Q: 3 clusters Score -1607476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1607510.875000 Penalty: 4615.738281
	Iteration 80F: 3 clusters Score -1607511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1607534.500000 Penalty: 4615.738281
	Iteration 81Q: 3 clusters Score -1607534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1607552.000000 Penalty: 4615.738281
	Iteration 82Q: 3 clusters Score -1607552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1607573.000000 Penalty: 4615.738281
	Iteration 83Q: 3 clusters Score -1607573 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1607594.625000 Penalty: 4615.738281
	Iteration 84Q: 3 clusters Score -1607595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1607609.625000 Penalty: 4615.738281
	Iteration 85Q: 3 clusters Score -1607610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1607628.500000 Penalty: 4615.738281
	Iteration 86Q: 3 clusters Score -1607628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1607643.500000 Penalty: 4615.738281
	Iteration 87Q: 3 clusters Score -1607644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1607655.250000 Penalty: 4615.738281
	Iteration 88Q: 3 clusters Score -1607655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1607663.250000 Penalty: 4615.738281
	Iteration 89Q: 3 clusters Score -1607663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1607676.000000 Penalty: 4615.738281
	Iteration 90Q: 3 clusters Score -1607676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1607683.750000 Penalty: 4615.738281
	Iteration 91Q: 3 clusters Score -1607684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1607686.000000 Penalty: 4615.738281
	Iteration 92Q: 3 clusters Score -1607686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1607689.125000 Penalty: 4615.738281
	Iteration 93Q: 3 clusters Score -1607689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1607691.000000 Penalty: 4615.738281
	Iteration 94Q: 3 clusters Score -1607691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1607697.750000 Penalty: 4615.738281
	Iteration 95Q: 3 clusters Score -1607698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1607706.125000 Penalty: 4615.738281
	Iteration 96Q: 3 clusters Score -1607706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1607711.750000 Penalty: 4615.738281
	Iteration 97Q: 3 clusters Score -1607712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1607718.875000 Penalty: 4615.738281
	Iteration 98Q: 3 clusters Score -1607719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1607724.000000 Penalty: 4615.738281
	Iteration 99Q: 3 clusters Score -1607724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1607733.375000 Penalty: 4615.738281
	Iteration 100F: 3 clusters Score -1607733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1607735.750000 Penalty: 4615.738281
	Iteration 101Q: 3 clusters Score -1607736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1607736.875000 Penalty: 4615.738281
	Iteration 102Q: 3 clusters Score -1607737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1607737.750000 Penalty: 4615.738281
	Iteration 103Q: 3 clusters Score -1607738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1607738.625000 Penalty: 4615.738281
	Iteration 104Q: 3 clusters Score -1607739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1607739.625000 Penalty: 4615.738281
	Iteration 105Q: 3 clusters Score -1607740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1607738.250000 Penalty: 4615.738281
	Iteration 106Q: 3 clusters Score -1607738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1607738.250000 Penalty: 4615.738281
	Iteration 107F: 3 clusters Score -1607738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Entering Unmasked Estep 
Score: -288111.375000 Penalty: 1892.113525
	Iteration 0F: 2 clusters Score -288111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -285448.968750 Penalty: 3784.227051
	Iteration 0F: 3 clusters Score -285449 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -285944.218750 Penalty: 3784.227051
	Iteration 1F: 3 clusters Score -285944.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -286113.125000 Penalty: 3784.227051
	Iteration 2F: 3 clusters Score -286113.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -286250.656250 Penalty: 3784.227051
	Iteration 3Q: 3 clusters Score -286250.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -286419.750000 Penalty: 3784.227051
	Iteration 4F: 3 clusters Score -286419.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -286608.343750 Penalty: 3784.227051
	Iteration 5F: 3 clusters Score -286608.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -286793.031250 Penalty: 3784.227051
	Iteration 6F: 3 clusters Score -286793 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -286949.750000 Penalty: 3784.227051
	Iteration 7Q: 3 clusters Score -286949.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287081.687500 Penalty: 3784.227051
	Iteration 8Q: 3 clusters Score -287081.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -287199.125000 Penalty: 3784.227051
	Iteration 9Q: 3 clusters Score -287199.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -287294.125000 Penalty: 3784.227051
	Iteration 10Q: 3 clusters Score -287294.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287389.500000 Penalty: 3784.227051
	Iteration 11Q: 3 clusters Score -287389.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287530.875000 Penalty: 3784.227051
	Iteration 12Q: 3 clusters Score -287530.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -287750.312500 Penalty: 3784.227051
	Iteration 13Q: 3 clusters Score -287750.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -287972.687500 Penalty: 3784.227051
	Iteration 14Q: 3 clusters Score -287972.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -288094.812500 Penalty: 3784.227051
	Iteration 15Q: 3 clusters Score -288094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -288139.718750 Penalty: 3784.227051
	Iteration 16Q: 3 clusters Score -288139.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -288158.125000 Penalty: 3784.227051
	Iteration 17Q: 3 clusters Score -288158.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288166.156250 Penalty: 3784.227051
	Iteration 18Q: 3 clusters Score -288166.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288170.093750 Penalty: 3784.227051
	Iteration 19Q: 3 clusters Score -288170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288173.843750 Penalty: 3784.227051
	Iteration 20F: 3 clusters Score -288173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288181.656250 Penalty: 3784.227051
	Iteration 21Q: 3 clusters Score -288181.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288184.750000 Penalty: 3784.227051
	Iteration 22Q: 3 clusters Score -288184.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288186.937500 Penalty: 3784.227051
	Iteration 23Q: 3 clusters Score -288186.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -288189.093750 Penalty: 3784.227051
	Iteration 24Q: 3 clusters Score -288189.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -288189.906250 Penalty: 3784.227051
	Iteration 25Q: 3 clusters Score -288189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -288190.750000 Penalty: 3784.227051
	Iteration 26Q: 3 clusters Score -288190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288191.187500 Penalty: 3784.227051
	Iteration 27Q: 3 clusters Score -288191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288191.843750 Penalty: 3784.227051
	Iteration 28Q: 3 clusters Score -288191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288191.843750 Penalty: 3784.227051
	Iteration 29F: 3 clusters Score -288191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 16690 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 36159 members 
Mstep: Class 6 contains 26485 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 28506 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10213 members 
Mstep: Class 15 contains 59724 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 8347 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 19388 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 39519 members 
Mstep: Class 30 contains 12594 members 
Mstep: Class 31 contains 97571 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5417 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80308 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30216 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 808 members 
Mstep: Class 43 contains 100030 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1250 members 
Entering Unmasked Estep 
Score: -115064336.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115065312.000000 to -115064336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (100030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Entering Unmasked Estep 
Score: -14786221.000000 Penalty: 2855.280029
	Iteration 0F: 2 clusters Score -1.478622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -14719387.000000 Penalty: 5710.560059
	Iteration 0F: 3 clusters Score -1.471939e+07 nChanged 47279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -14747606.000000 Penalty: 5710.560059
	Iteration 1F: 3 clusters Score -1.474761e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -14749621.000000 Penalty: 5710.560059
	Iteration 2Q: 3 clusters Score -1.474962e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -14752646.000000 Penalty: 5710.560059
	Iteration 3F: 3 clusters Score -1.475265e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 65121 members 
Entering Unmasked Estep 
Score: -14756608.000000 Penalty: 5710.560059
	Iteration 4F: 3 clusters Score -1.475661e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 71520 members 
Entering Unmasked Estep 
Score: -14761550.000000 Penalty: 5710.560059
	Iteration 5F: 3 clusters Score -1.476155e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -14767313.000000 Penalty: 5710.560059
	Iteration 6F: 3 clusters Score -1.476731e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -14772953.000000 Penalty: 5710.560059
	Iteration 7F: 3 clusters Score -1.477295e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -14777307.000000 Penalty: 5710.560059
	Iteration 8F: 3 clusters Score -1.477731e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -14780057.000000 Penalty: 5710.560059
	Iteration 9Q: 3 clusters Score -1.478006e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 95876 members 
Entering Unmasked Estep 
Score: -14781612.000000 Penalty: 5710.560059
	Iteration 10Q: 3 clusters Score -1.478161e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -14782579.000000 Penalty: 5710.560059
	Iteration 11Q: 3 clusters Score -1.478258e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -14783100.000000 Penalty: 5710.560059
	Iteration 12Q: 3 clusters Score -1.47831e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 98344 members 
Entering Unmasked Estep 
Score: -14783414.000000 Penalty: 5710.560059
	Iteration 13Q: 3 clusters Score -1.478341e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
Score: -14783650.000000 Penalty: 5710.560059
	Iteration 14Q: 3 clusters Score -1.478365e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -14783794.000000 Penalty: 5710.560059
	Iteration 15Q: 3 clusters Score -1.478379e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -14783885.000000 Penalty: 5710.560059
	Iteration 16Q: 3 clusters Score -1.478388e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 98901 members 
Entering Unmasked Estep 
Score: -14783961.000000 Penalty: 5710.560059
	Iteration 17Q: 3 clusters Score -1.478396e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -14784057.000000 Penalty: 5710.560059
	Iteration 18Q: 3 clusters Score -1.478406e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -14784145.000000 Penalty: 5710.560059
	Iteration 19Q: 3 clusters Score -1.478414e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -14784160.000000 Penalty: 5710.560059
	Iteration 20F: 3 clusters Score -1.478416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -14784239.000000 Penalty: 5710.560059
	Iteration 21Q: 3 clusters Score -1.478424e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -14784330.000000 Penalty: 5710.560059
	Iteration 22Q: 3 clusters Score -1.478433e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -14784389.000000 Penalty: 5710.560059
	Iteration 23Q: 3 clusters Score -1.478439e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -14784442.000000 Penalty: 5710.560059
	Iteration 24Q: 3 clusters Score -1.478444e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -14784529.000000 Penalty: 5710.560059
	Iteration 25Q: 3 clusters Score -1.478453e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -14784582.000000 Penalty: 5710.560059
	Iteration 26Q: 3 clusters Score -1.478458e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -14784625.000000 Penalty: 5710.560059
	Iteration 27Q: 3 clusters Score -1.478462e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -14784643.000000 Penalty: 5710.560059
	Iteration 28Q: 3 clusters Score -1.478464e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -14784673.000000 Penalty: 5710.560059
	Iteration 29Q: 3 clusters Score -1.478467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -14784679.000000 Penalty: 5710.560059
	Iteration 30Q: 3 clusters Score -1.478468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -14784723.000000 Penalty: 5710.560059
	Iteration 31Q: 3 clusters Score -1.478472e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -14784743.000000 Penalty: 5710.560059
	Iteration 32Q: 3 clusters Score -1.478474e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -14784749.000000 Penalty: 5710.560059
	Iteration 33Q: 3 clusters Score -1.478475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -14784768.000000 Penalty: 5710.560059
	Iteration 34Q: 3 clusters Score -1.478477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -14784805.000000 Penalty: 5710.560059
	Iteration 35Q: 3 clusters Score -1.47848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -14784796.000000 Penalty: 5710.560059
	Iteration 36Q: 3 clusters Score -1.47848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -14784795.000000 Penalty: 5710.560059
	Iteration 37Q: 3 clusters Score -1.47848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -14784789.000000 Penalty: 5710.560059
	Iteration 38Q: 3 clusters Score -1.478479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -14784782.000000 Penalty: 5710.560059
	Iteration 39Q: 3 clusters Score -1.478478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -14784780.000000 Penalty: 5710.560059
	Iteration 40F: 3 clusters Score -1.478478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -14784776.000000 Penalty: 5710.560059
	Iteration 41Q: 3 clusters Score -1.478478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -14784781.000000 Penalty: 5710.560059
	Iteration 42Q: 3 clusters Score -1.478478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -14784792.000000 Penalty: 5710.560059
	Iteration 43Q: 3 clusters Score -1.478479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -14784778.000000 Penalty: 5710.560059
	Iteration 44Q: 3 clusters Score -1.478478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -14784776.000000 Penalty: 5710.560059
	Iteration 45Q: 3 clusters Score -1.478478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 98984 members 
Entering Unmasked Estep 
Score: -14784779.000000 Penalty: 5710.560059
	Iteration 46Q: 3 clusters Score -1.478478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -14784772.000000 Penalty: 5710.560059
	Iteration 47Q: 3 clusters Score -1.478477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14784786.000000 Penalty: 5710.560059
	Iteration 48Q: 3 clusters Score -1.478479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -14784779.000000 Penalty: 5710.560059
	Iteration 49Q: 3 clusters Score -1.478478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14784780.000000 Penalty: 5710.560059
	Iteration 50Q: 3 clusters Score -1.478478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -14784780.000000 Penalty: 5710.560059
	Iteration 51F: 3 clusters Score -1.478478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -81257.375000 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -81257.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -79662.000000 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -79662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -79861.585938 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -79861.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79908.460938 Penalty: 3165.380615
	Iteration 2Q: 3 clusters Score -79908.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79937.171875 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -79937.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79948.570312 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -79948.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79954.898438 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -79954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79963.046875 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -79963.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -79963.046875 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -79963.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21735.253906 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21735.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21843.982422 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21843.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21886.746094 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21886.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21895.960938 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21895.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21895.960938 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -21895.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97876.765625 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97876.77 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98119.687500 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98119.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -98214.765625 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98214.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98319.773438 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98319.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98399.523438 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98399.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98452.851562 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98452.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98501.335938 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98501.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -98544.398438 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98544.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -98603.632812 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98603.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -98640.906250 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98640.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98660.343750 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98660.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98674.335938 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98674.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98676.140625 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98676.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98679.617188 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98679.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -98679.617188 Penalty: 3272.184082
	Iteration 14F: 3 clusters Score -98679.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -277640.281250 Penalty: 1890.299316
	Iteration 0F: 2 clusters Score -277640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275037.406250 Penalty: 3780.598633
	Iteration 0F: 3 clusters Score -275037.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275581.000000 Penalty: 3780.598633
	Iteration 1F: 3 clusters Score -275581 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -275765.437500 Penalty: 3780.598633
	Iteration 2F: 3 clusters Score -275765.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275884.562500 Penalty: 3780.598633
	Iteration 3F: 3 clusters Score -275884.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -275971.375000 Penalty: 3780.598633
	Iteration 4Q: 3 clusters Score -275971.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -276039.375000 Penalty: 3780.598633
	Iteration 5Q: 3 clusters Score -276039.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -276093.156250 Penalty: 3780.598633
	Iteration 6Q: 3 clusters Score -276093.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -276154.187500 Penalty: 3780.598633
	Iteration 7Q: 3 clusters Score -276154.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -276201.218750 Penalty: 3780.598633
	Iteration 8Q: 3 clusters Score -276201.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -276241.781250 Penalty: 3780.598633
	Iteration 9Q: 3 clusters Score -276241.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -276268.750000 Penalty: 3780.598633
	Iteration 10Q: 3 clusters Score -276268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -276296.375000 Penalty: 3780.598633
	Iteration 11Q: 3 clusters Score -276296.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276324.093750 Penalty: 3780.598633
	Iteration 12Q: 3 clusters Score -276324.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -276345.906250 Penalty: 3780.598633
	Iteration 13Q: 3 clusters Score -276345.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -276374.156250 Penalty: 3780.598633
	Iteration 14Q: 3 clusters Score -276374.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276394.031250 Penalty: 3780.598633
	Iteration 15Q: 3 clusters Score -276394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276409.281250 Penalty: 3780.598633
	Iteration 16Q: 3 clusters Score -276409.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276420.843750 Penalty: 3780.598633
	Iteration 17Q: 3 clusters Score -276420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276424.781250 Penalty: 3780.598633
	Iteration 18Q: 3 clusters Score -276424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276429.687500 Penalty: 3780.598633
	Iteration 19Q: 3 clusters Score -276429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -276433.843750 Penalty: 3780.598633
	Iteration 20F: 3 clusters Score -276433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -276440.250000 Penalty: 3780.598633
	Iteration 21Q: 3 clusters Score -276440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -276445.468750 Penalty: 3780.598633
	Iteration 22Q: 3 clusters Score -276445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -276448.562500 Penalty: 3780.598633
	Iteration 23Q: 3 clusters Score -276448.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -276453.562500 Penalty: 3780.598633
	Iteration 24Q: 3 clusters Score -276453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -276459.625000 Penalty: 3780.598633
	Iteration 25Q: 3 clusters Score -276459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -276466.218750 Penalty: 3780.598633
	Iteration 26Q: 3 clusters Score -276466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -276471.625000 Penalty: 3780.598633
	Iteration 27Q: 3 clusters Score -276471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276478.343750 Penalty: 3780.598633
	Iteration 28Q: 3 clusters Score -276478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276479.125000 Penalty: 3780.598633
	Iteration 29Q: 3 clusters Score -276479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276479.500000 Penalty: 3780.598633
	Iteration 30Q: 3 clusters Score -276479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -276480.343750 Penalty: 3780.598633
	Iteration 31Q: 3 clusters Score -276480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276485.218750 Penalty: 3780.598633
	Iteration 32Q: 3 clusters Score -276485.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276489.312500 Penalty: 3780.598633
	Iteration 33Q: 3 clusters Score -276489.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276490.375000 Penalty: 3780.598633
	Iteration 34Q: 3 clusters Score -276490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276491.468750 Penalty: 3780.598633
	Iteration 35Q: 3 clusters Score -276491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276492.156250 Penalty: 3780.598633
	Iteration 36Q: 3 clusters Score -276492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276493.343750 Penalty: 3780.598633
	Iteration 37Q: 3 clusters Score -276493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276496.125000 Penalty: 3780.598633
	Iteration 38Q: 3 clusters Score -276496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276498.218750 Penalty: 3780.598633
	Iteration 39Q: 3 clusters Score -276498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276498.562500 Penalty: 3780.598633
	Iteration 40F: 3 clusters Score -276498.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276499.375000 Penalty: 3780.598633
	Iteration 41Q: 3 clusters Score -276499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276501.031250 Penalty: 3780.598633
	Iteration 42Q: 3 clusters Score -276501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -276501.656250 Penalty: 3780.598633
	Iteration 43Q: 3 clusters Score -276501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276501.906250 Penalty: 3780.598633
	Iteration 44Q: 3 clusters Score -276501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -276501.906250 Penalty: 3780.598633
	Iteration 45F: 3 clusters Score -276501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Entering Unmasked Estep 
Score: -3143239.750000 Penalty: 2472.043213
	Iteration 0F: 2 clusters Score -3143240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3128345.500000 Penalty: 4944.086426
	Iteration 0F: 3 clusters Score -3128346 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3133385.750000 Penalty: 4944.086426
	Iteration 1F: 3 clusters Score -3133386 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3133847.500000 Penalty: 4944.086426
	Iteration 2F: 3 clusters Score -3133848 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3134290.500000 Penalty: 4944.086426
	Iteration 3Q: 3 clusters Score -3134290 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3134788.000000 Penalty: 4944.086426
	Iteration 4Q: 3 clusters Score -3134788 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3135421.500000 Penalty: 4944.086426
	Iteration 5F: 3 clusters Score -3135422 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -3136275.750000 Penalty: 4944.086426
	Iteration 6F: 3 clusters Score -3136276 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -3137261.750000 Penalty: 4944.086426
	Iteration 7F: 3 clusters Score -3137262 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3138154.750000 Penalty: 4944.086426
	Iteration 8F: 3 clusters Score -3138155 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -3138837.000000 Penalty: 4944.086426
	Iteration 9F: 3 clusters Score -3138837 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -3139241.500000 Penalty: 4944.086426
	Iteration 10Q: 3 clusters Score -3139242 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -3139518.250000 Penalty: 4944.086426
	Iteration 11Q: 3 clusters Score -3139518 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3139722.500000 Penalty: 4944.086426
	Iteration 12Q: 3 clusters Score -3139722 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -3139898.000000 Penalty: 4944.086426
	Iteration 13Q: 3 clusters Score -3139898 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3140063.500000 Penalty: 4944.086426
	Iteration 14Q: 3 clusters Score -3140064 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3140162.000000 Penalty: 4944.086426
	Iteration 15Q: 3 clusters Score -3140162 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3140278.000000 Penalty: 4944.086426
	Iteration 16Q: 3 clusters Score -3140278 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -3140376.250000 Penalty: 4944.086426
	Iteration 17Q: 3 clusters Score -3140376 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3140479.500000 Penalty: 4944.086426
	Iteration 18Q: 3 clusters Score -3140480 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3140573.500000 Penalty: 4944.086426
	Iteration 19Q: 3 clusters Score -3140574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3140664.750000 Penalty: 4944.086426
	Iteration 20F: 3 clusters Score -3140665 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3140727.500000 Penalty: 4944.086426
	Iteration 21Q: 3 clusters Score -3140728 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3140796.500000 Penalty: 4944.086426
	Iteration 22Q: 3 clusters Score -3140796 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3140848.250000 Penalty: 4944.086426
	Iteration 23Q: 3 clusters Score -3140848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3140886.500000 Penalty: 4944.086426
	Iteration 24Q: 3 clusters Score -3140886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3140926.000000 Penalty: 4944.086426
	Iteration 25Q: 3 clusters Score -3140926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3140968.250000 Penalty: 4944.086426
	Iteration 26Q: 3 clusters Score -3140968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3140993.250000 Penalty: 4944.086426
	Iteration 27Q: 3 clusters Score -3140993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3141028.250000 Penalty: 4944.086426
	Iteration 28Q: 3 clusters Score -3141028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3141055.000000 Penalty: 4944.086426
	Iteration 29Q: 3 clusters Score -3141055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3141069.250000 Penalty: 4944.086426
	Iteration 30Q: 3 clusters Score -3141069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3141096.500000 Penalty: 4944.086426
	Iteration 31Q: 3 clusters Score -3141096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3141121.500000 Penalty: 4944.086426
	Iteration 32Q: 3 clusters Score -3141122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3141125.500000 Penalty: 4944.086426
	Iteration 33Q: 3 clusters Score -3141126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3141136.750000 Penalty: 4944.086426
	Iteration 34Q: 3 clusters Score -3141137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3141138.250000 Penalty: 4944.086426
	Iteration 35Q: 3 clusters Score -3141138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3141158.750000 Penalty: 4944.086426
	Iteration 36Q: 3 clusters Score -3141159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3141172.500000 Penalty: 4944.086426
	Iteration 37Q: 3 clusters Score -3141172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3141180.500000 Penalty: 4944.086426
	Iteration 38Q: 3 clusters Score -3141180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3141198.000000 Penalty: 4944.086426
	Iteration 39Q: 3 clusters Score -3141198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3141203.000000 Penalty: 4944.086426
	Iteration 40F: 3 clusters Score -3141203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3141211.750000 Penalty: 4944.086426
	Iteration 41Q: 3 clusters Score -3141212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3141218.000000 Penalty: 4944.086426
	Iteration 42Q: 3 clusters Score -3141218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3141229.250000 Penalty: 4944.086426
	Iteration 43Q: 3 clusters Score -3141229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3141228.250000 Penalty: 4944.086426
	Iteration 44Q: 3 clusters Score -3141228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3141228.250000 Penalty: 4944.086426
	Iteration 45Q: 3 clusters Score -3141228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3141224.750000 Penalty: 4944.086426
	Iteration 46Q: 3 clusters Score -3141225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3141233.000000 Penalty: 4944.086426
	Iteration 47Q: 3 clusters Score -3141233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3141237.250000 Penalty: 4944.086426
	Iteration 48Q: 3 clusters Score -3141237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3141236.000000 Penalty: 4944.086426
	Iteration 49Q: 3 clusters Score -3141236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3141237.500000 Penalty: 4944.086426
	Iteration 50Q: 3 clusters Score -3141238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3141237.250000 Penalty: 4944.086426
	Iteration 51Q: 3 clusters Score -3141237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3141242.000000 Penalty: 4944.086426
	Iteration 52Q: 3 clusters Score -3141242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3141244.750000 Penalty: 4944.086426
	Iteration 53Q: 3 clusters Score -3141245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3141248.250000 Penalty: 4944.086426
	Iteration 54Q: 3 clusters Score -3141248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3141249.250000 Penalty: 4944.086426
	Iteration 55Q: 3 clusters Score -3141249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3141253.750000 Penalty: 4944.086426
	Iteration 56Q: 3 clusters Score -3141254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3141248.500000 Penalty: 4944.086426
	Iteration 57Q: 3 clusters Score -3141248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3141250.000000 Penalty: 4944.086426
	Iteration 58Q: 3 clusters Score -3141250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3141256.000000 Penalty: 4944.086426
	Iteration 59Q: 3 clusters Score -3141256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3141263.500000 Penalty: 4944.086426
	Iteration 60F: 3 clusters Score -3141264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3141263.250000 Penalty: 4944.086426
	Iteration 61Q: 3 clusters Score -3141263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3141264.250000 Penalty: 4944.086426
	Iteration 62Q: 3 clusters Score -3141264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3141267.250000 Penalty: 4944.086426
	Iteration 63Q: 3 clusters Score -3141267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3141269.000000 Penalty: 4944.086426
	Iteration 64Q: 3 clusters Score -3141269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3141270.500000 Penalty: 4944.086426
	Iteration 65Q: 3 clusters Score -3141270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3141270.000000 Penalty: 4944.086426
	Iteration 66Q: 3 clusters Score -3141270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3141269.750000 Penalty: 4944.086426
	Iteration 67Q: 3 clusters Score -3141270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3141266.500000 Penalty: 4944.086426
	Iteration 68Q: 3 clusters Score -3141266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3141272.250000 Penalty: 4944.086426
	Iteration 69Q: 3 clusters Score -3141272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3141270.500000 Penalty: 4944.086426
	Iteration 70Q: 3 clusters Score -3141270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3141276.250000 Penalty: 4944.086426
	Iteration 71Q: 3 clusters Score -3141276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3141277.000000 Penalty: 4944.086426
	Iteration 72Q: 3 clusters Score -3141277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3141277.000000 Penalty: 4944.086426
	Iteration 73F: 3 clusters Score -3141277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -113805.773438 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -113805.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111995.914062 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -111995.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -112296.734375 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -112296.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112431.046875 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -112431 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112546.031250 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -112546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -112660.359375 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -112660.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112724.734375 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -112724.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -112761.015625 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -112761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112781.890625 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -112781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112813.140625 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -112813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112840.843750 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -112840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112861.937500 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -112861.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112872.148438 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -112872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -112883.281250 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -112883.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -112889.828125 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -112889.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112914.195312 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -112914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112925.929688 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -112925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112932.945312 Penalty: 3368.445801
	Iteration 16Q: 3 clusters Score -112932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112951.015625 Penalty: 3368.445801
	Iteration 17Q: 3 clusters Score -112951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112984.414062 Penalty: 3368.445801
	Iteration 18Q: 3 clusters Score -112984.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113019.453125 Penalty: 3368.445801
	Iteration 19Q: 3 clusters Score -113019.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113045.601562 Penalty: 3368.445801
	Iteration 20F: 3 clusters Score -113045.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113129.617188 Penalty: 3368.445801
	Iteration 21Q: 3 clusters Score -113129.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113206.648438 Penalty: 3368.445801
	Iteration 22Q: 3 clusters Score -113206.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113240.664062 Penalty: 3368.445801
	Iteration 23Q: 3 clusters Score -113240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113279.328125 Penalty: 3368.445801
	Iteration 24Q: 3 clusters Score -113279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113321.617188 Penalty: 3368.445801
	Iteration 25Q: 3 clusters Score -113321.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113344.304688 Penalty: 3368.445801
	Iteration 26Q: 3 clusters Score -113344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113346.429688 Penalty: 3368.445801
	Iteration 27Q: 3 clusters Score -113346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113350.093750 Penalty: 3368.445801
	Iteration 28Q: 3 clusters Score -113350.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113354.515625 Penalty: 3368.445801
	Iteration 29Q: 3 clusters Score -113354.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113357.445312 Penalty: 3368.445801
	Iteration 30Q: 3 clusters Score -113357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113358.593750 Penalty: 3368.445801
	Iteration 31Q: 3 clusters Score -113358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113360.304688 Penalty: 3368.445801
	Iteration 32Q: 3 clusters Score -113360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113360.304688 Penalty: 3368.445801
	Iteration 33F: 3 clusters Score -113360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68717.531250 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68717.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67171.507812 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67171.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67338.570312 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67338.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67385.015625 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67385.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67400.992188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67400.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67402.515625 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67402.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67404.273438 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67404.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67404.273438 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -67404.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 16690 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 36159 members 
Mstep: Class 6 contains 26485 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 28506 members 
Mstep: Class 10 contains 12230 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10213 members 
Mstep: Class 15 contains 59724 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5615 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9878 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 8347 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 19388 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 7189 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8842 members 
Mstep: Class 29 contains 39519 members 
Mstep: Class 30 contains 12594 members 
Mstep: Class 31 contains 97571 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5417 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80308 members 
Mstep: Class 37 contains 2864 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30216 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 100030 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065736.000000 Penalty: 168590.921875
Iteration 199Q: 51 clusters Score -1.150657e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5708 members 
Mstep: Class 3 contains 16696 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36164 members 
Mstep: Class 6 contains 26485 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 28289 members 
Mstep: Class 10 contains 12234 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 31966 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10191 members 
Mstep: Class 15 contains 59754 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 5614 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9858 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 8343 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 19389 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 7190 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8828 members 
Mstep: Class 29 contains 39875 members 
Mstep: Class 30 contains 12618 members 
Mstep: Class 31 contains 97571 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5420 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80294 members 
Mstep: Class 37 contains 2860 members 
Mstep: Class 38 contains 5297 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30207 members 
Mstep: Class 41 contains 11004 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 99865 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21326 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115065984.000000 Penalty: 168590.921875
Iteration 200F: 51 clusters Score -1.15066e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 5707 members 
Mstep: Class 3 contains 16699 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 36165 members 
Mstep: Class 6 contains 26480 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 28053 members 
Mstep: Class 10 contains 12245 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10172 members 
Mstep: Class 15 contains 59794 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9838 members 
Mstep: Class 21 contains 6215 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3059 members 
Mstep: Class 24 contains 19390 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8824 members 
Mstep: Class 29 contains 40233 members 
Mstep: Class 30 contains 12646 members 
Mstep: Class 31 contains 97565 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 80261 members 
Mstep: Class 37 contains 2856 members 
Mstep: Class 38 contains 5295 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30181 members 
Mstep: Class 41 contains 11002 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 99729 members 
Mstep: Class 44 contains 591 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21320 members 
Mstep: Class 49 contains 890 members 
Mstep: Class 50 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066072.000000 Penalty: 168590.921875
Iteration 201Q: 51 clusters Score -1.150661e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 16704 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 36165 members 
Mstep: Class 6 contains 26483 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 27815 members 
Mstep: Class 10 contains 12248 members 
Mstep: Class 11 contains 8200 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10154 members 
Mstep: Class 15 contains 59826 members 
Mstep: Class 16 contains 9715 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 9819 members 
Mstep: Class 21 contains 6212 members 
Mstep: Class 22 contains 8346 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 19392 members 
Mstep: Class 25 contains 4197 members 
Mstep: Class 26 contains 7192 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8830 members 
Mstep: Class 29 contains 40589 members 
Mstep: Class 30 contains 12676 members 
Mstep: Class 31 contains 97563 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5421 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80242 members 
Mstep: Class 37 contains 2850 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30149 members 
Mstep: Class 41 contains 11002 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 99587 members 
Mstep: Class 44 contains 592 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21316 members 
Mstep: Class 49 contains 891 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066344.000000 Penalty: 168590.921875
Iteration 202Q: 51 clusters Score -1.150663e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 16710 members 
Mstep: Class 4 contains 8029 members 
Mstep: Class 5 contains 36167 members 
Mstep: Class 6 contains 26488 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 27567 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 11 contains 8198 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10130 members 
Mstep: Class 15 contains 59861 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8500 members 
Mstep: Class 20 contains 9791 members 
Mstep: Class 21 contains 6203 members 
Mstep: Class 22 contains 8344 members 
Mstep: Class 23 contains 3066 members 
Mstep: Class 24 contains 19395 members 
Mstep: Class 25 contains 4200 members 
Mstep: Class 26 contains 7195 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8839 members 
Mstep: Class 29 contains 40938 members 
Mstep: Class 30 contains 12698 members 
Mstep: Class 31 contains 97563 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5424 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80240 members 
Mstep: Class 37 contains 2844 members 
Mstep: Class 38 contains 5295 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30126 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 99456 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21313 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066448.000000 Penalty: 168590.921875
Iteration 203Q: 51 clusters Score -1.150664e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 16711 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 36172 members 
Mstep: Class 6 contains 26482 members 
Mstep: Class 7 contains 11723 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 27316 members 
Mstep: Class 10 contains 12242 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10110 members 
Mstep: Class 15 contains 59871 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8498 members 
Mstep: Class 20 contains 9771 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 19398 members 
Mstep: Class 25 contains 4201 members 
Mstep: Class 26 contains 7197 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8849 members 
Mstep: Class 29 contains 41290 members 
Mstep: Class 30 contains 12723 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5428 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80232 members 
Mstep: Class 37 contains 2841 members 
Mstep: Class 38 contains 5295 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30114 members 
Mstep: Class 41 contains 11002 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 99365 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2041 members 
Mstep: Class 48 contains 21309 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066632.000000 Penalty: 168590.921875
Iteration 204Q: 51 clusters Score -1.150666e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 16713 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 36181 members 
Mstep: Class 6 contains 26473 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 27082 members 
Mstep: Class 10 contains 12240 members 
Mstep: Class 11 contains 8200 members 
Mstep: Class 12 contains 31978 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 59891 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 5611 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8496 members 
Mstep: Class 20 contains 9753 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 19397 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 7200 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8853 members 
Mstep: Class 29 contains 41638 members 
Mstep: Class 30 contains 12756 members 
Mstep: Class 31 contains 97561 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5432 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80217 members 
Mstep: Class 37 contains 2839 members 
Mstep: Class 38 contains 5294 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30093 members 
Mstep: Class 41 contains 11001 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 99259 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21307 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066832.000000 Penalty: 168590.921875
Iteration 205Q: 51 clusters Score -1.150668e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 16713 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36186 members 
Mstep: Class 6 contains 26452 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 26860 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10090 members 
Mstep: Class 15 contains 59915 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5608 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8493 members 
Mstep: Class 20 contains 9734 members 
Mstep: Class 21 contains 6189 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3074 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 4204 members 
Mstep: Class 26 contains 7205 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8855 members 
Mstep: Class 29 contains 41972 members 
Mstep: Class 30 contains 12798 members 
Mstep: Class 31 contains 97560 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5435 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80217 members 
Mstep: Class 37 contains 2838 members 
Mstep: Class 38 contains 5296 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30073 members 
Mstep: Class 41 contains 11000 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 99164 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21300 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115066968.000000 Penalty: 168590.921875
Iteration 206Q: 51 clusters Score -1.15067e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 16711 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 36194 members 
Mstep: Class 6 contains 26442 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 26633 members 
Mstep: Class 10 contains 12227 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 31966 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10083 members 
Mstep: Class 15 contains 59932 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 9725 members 
Mstep: Class 21 contains 6184 members 
Mstep: Class 22 contains 8347 members 
Mstep: Class 23 contains 3076 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 4208 members 
Mstep: Class 26 contains 7207 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8861 members 
Mstep: Class 29 contains 42288 members 
Mstep: Class 30 contains 12830 members 
Mstep: Class 31 contains 97550 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5440 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80218 members 
Mstep: Class 37 contains 2835 members 
Mstep: Class 38 contains 5300 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30066 members 
Mstep: Class 41 contains 11000 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 99045 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067128.000000 Penalty: 168590.921875
Iteration 207Q: 51 clusters Score -1.150671e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5703 members 
Mstep: Class 3 contains 16713 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36205 members 
Mstep: Class 6 contains 26430 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 26397 members 
Mstep: Class 10 contains 12222 members 
Mstep: Class 11 contains 8193 members 
Mstep: Class 12 contains 31962 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 59955 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 9709 members 
Mstep: Class 21 contains 6179 members 
Mstep: Class 22 contains 8345 members 
Mstep: Class 23 contains 3079 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 7211 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8866 members 
Mstep: Class 29 contains 42638 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 97541 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5443 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80223 members 
Mstep: Class 37 contains 2836 members 
Mstep: Class 38 contains 5302 members 
Mstep: Class 39 contains 3137 members 
Mstep: Class 40 contains 30050 members 
Mstep: Class 41 contains 10999 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98913 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067048.000000 Penalty: 168590.921875
Iteration 208Q: 51 clusters Score -1.15067e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5702 members 
Mstep: Class 3 contains 16713 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 36209 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18632 members 
Mstep: Class 9 contains 26165 members 
Mstep: Class 10 contains 12212 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 31962 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 59953 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 5595 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 9700 members 
Mstep: Class 21 contains 6177 members 
Mstep: Class 22 contains 8342 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 4211 members 
Mstep: Class 26 contains 7214 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8872 members 
Mstep: Class 29 contains 42964 members 
Mstep: Class 30 contains 12881 members 
Mstep: Class 31 contains 97540 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5447 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80224 members 
Mstep: Class 37 contains 2834 members 
Mstep: Class 38 contains 5305 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30055 members 
Mstep: Class 41 contains 11000 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98800 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067120.000000 Penalty: 168590.921875
Iteration 209Q: 51 clusters Score -1.150671e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16711 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 36212 members 
Mstep: Class 6 contains 26414 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18635 members 
Mstep: Class 9 contains 25935 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 31964 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10072 members 
Mstep: Class 15 contains 59952 members 
Mstep: Class 16 contains 9700 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 9694 members 
Mstep: Class 21 contains 6179 members 
Mstep: Class 22 contains 8341 members 
Mstep: Class 23 contains 3078 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 7218 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8875 members 
Mstep: Class 29 contains 43286 members 
Mstep: Class 30 contains 12916 members 
Mstep: Class 31 contains 97543 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5454 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80217 members 
Mstep: Class 37 contains 2833 members 
Mstep: Class 38 contains 5302 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30044 members 
Mstep: Class 41 contains 11002 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98708 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067272.000000 Penalty: 168590.921875
Iteration 210Q: 51 clusters Score -1.150673e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16712 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36215 members 
Mstep: Class 6 contains 26415 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 18626 members 
Mstep: Class 9 contains 25707 members 
Mstep: Class 10 contains 12184 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 59959 members 
Mstep: Class 16 contains 9689 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 8336 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 7220 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8880 members 
Mstep: Class 29 contains 43592 members 
Mstep: Class 30 contains 12946 members 
Mstep: Class 31 contains 97538 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5457 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80219 members 
Mstep: Class 37 contains 2830 members 
Mstep: Class 38 contains 5303 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30048 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98626 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21288 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067288.000000 Penalty: 168590.921875
Iteration 211Q: 51 clusters Score -1.150673e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16713 members 
Mstep: Class 4 contains 8070 members 
Mstep: Class 5 contains 36220 members 
Mstep: Class 6 contains 26414 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 25492 members 
Mstep: Class 10 contains 12172 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10062 members 
Mstep: Class 15 contains 59971 members 
Mstep: Class 16 contains 9686 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8488 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 6175 members 
Mstep: Class 22 contains 8334 members 
Mstep: Class 23 contains 3082 members 
Mstep: Class 24 contains 19396 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 7222 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8884 members 
Mstep: Class 29 contains 43873 members 
Mstep: Class 30 contains 12969 members 
Mstep: Class 31 contains 97540 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5463 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80212 members 
Mstep: Class 37 contains 2829 members 
Mstep: Class 38 contains 5303 members 
Mstep: Class 39 contains 3138 members 
Mstep: Class 40 contains 30035 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98560 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21289 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067528.000000 Penalty: 168590.921875
Iteration 212Q: 51 clusters Score -1.150675e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16715 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 36225 members 
Mstep: Class 6 contains 26412 members 
Mstep: Class 7 contains 11721 members 
Mstep: Class 8 contains 18620 members 
Mstep: Class 9 contains 25260 members 
Mstep: Class 10 contains 12163 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 59977 members 
Mstep: Class 16 contains 9683 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8488 members 
Mstep: Class 20 contains 9679 members 
Mstep: Class 21 contains 6172 members 
Mstep: Class 22 contains 8335 members 
Mstep: Class 23 contains 3084 members 
Mstep: Class 24 contains 19397 members 
Mstep: Class 25 contains 4213 members 
Mstep: Class 26 contains 7224 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8891 members 
Mstep: Class 29 contains 44168 members 
Mstep: Class 30 contains 12990 members 
Mstep: Class 31 contains 97541 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5466 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80202 members 
Mstep: Class 37 contains 2827 members 
Mstep: Class 38 contains 5305 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30027 members 
Mstep: Class 41 contains 11009 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98489 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21288 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 168590.921875
Iteration 213Q: 51 clusters Score -1.150675e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16714 members 
Mstep: Class 4 contains 8076 members 
Mstep: Class 5 contains 36231 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 25044 members 
Mstep: Class 10 contains 12153 members 
Mstep: Class 11 contains 8200 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10049 members 
Mstep: Class 15 contains 59989 members 
Mstep: Class 16 contains 9681 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8488 members 
Mstep: Class 20 contains 9676 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 8331 members 
Mstep: Class 23 contains 3087 members 
Mstep: Class 24 contains 19394 members 
Mstep: Class 25 contains 4215 members 
Mstep: Class 26 contains 7227 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8896 members 
Mstep: Class 29 contains 44441 members 
Mstep: Class 30 contains 13012 members 
Mstep: Class 31 contains 97540 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5469 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80200 members 
Mstep: Class 37 contains 2825 members 
Mstep: Class 38 contains 5302 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30017 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98423 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21285 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067536.000000 Penalty: 168590.921875
Iteration 214Q: 51 clusters Score -1.150675e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16715 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 36237 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 24810 members 
Mstep: Class 10 contains 12140 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10043 members 
Mstep: Class 15 contains 60007 members 
Mstep: Class 16 contains 9678 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 21 contains 6169 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 3088 members 
Mstep: Class 24 contains 19393 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 44713 members 
Mstep: Class 30 contains 13040 members 
Mstep: Class 31 contains 97537 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5473 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80185 members 
Mstep: Class 37 contains 2824 members 
Mstep: Class 38 contains 5298 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30011 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98358 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21285 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067648.000000 Penalty: 168590.921875
Iteration 215Q: 51 clusters Score -1.150676e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16717 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 26394 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 24570 members 
Mstep: Class 10 contains 12126 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 31966 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10039 members 
Mstep: Class 15 contains 60015 members 
Mstep: Class 16 contains 9676 members 
Mstep: Class 17 contains 5568 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8486 members 
Mstep: Class 20 contains 9681 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 8329 members 
Mstep: Class 23 contains 3095 members 
Mstep: Class 24 contains 19396 members 
Mstep: Class 25 contains 4217 members 
Mstep: Class 26 contains 7228 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 44991 members 
Mstep: Class 30 contains 13066 members 
Mstep: Class 31 contains 97535 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5474 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80179 members 
Mstep: Class 37 contains 2824 members 
Mstep: Class 38 contains 5296 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30011 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98316 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21285 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067744.000000 Penalty: 168590.921875
Iteration 216Q: 51 clusters Score -1.150677e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5701 members 
Mstep: Class 3 contains 16716 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 5 contains 36238 members 
Mstep: Class 6 contains 26384 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 24333 members 
Mstep: Class 10 contains 12120 members 
Mstep: Class 11 contains 8200 members 
Mstep: Class 12 contains 31963 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 60020 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 9678 members 
Mstep: Class 21 contains 6163 members 
Mstep: Class 22 contains 8327 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 19396 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 7229 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8904 members 
Mstep: Class 29 contains 45278 members 
Mstep: Class 30 contains 13087 members 
Mstep: Class 31 contains 97535 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5476 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80170 members 
Mstep: Class 37 contains 2823 members 
Mstep: Class 38 contains 5293 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30003 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98280 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2042 members 
Mstep: Class 48 contains 21284 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067680.000000 Penalty: 168590.921875
Iteration 217Q: 51 clusters Score -1.150677e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 36239 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 11722 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 24097 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 31964 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10036 members 
Mstep: Class 15 contains 60027 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8485 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 6159 members 
Mstep: Class 22 contains 8325 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 19397 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8906 members 
Mstep: Class 29 contains 45555 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 97534 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5481 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80161 members 
Mstep: Class 37 contains 2823 members 
Mstep: Class 38 contains 5292 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 30003 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98249 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21280 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067792.000000 Penalty: 168590.921875
Iteration 218Q: 51 clusters Score -1.150678e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36239 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 11720 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 23856 members 
Mstep: Class 10 contains 12112 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 31962 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 60034 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 9666 members 
Mstep: Class 21 contains 6157 members 
Mstep: Class 22 contains 8323 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 19397 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8913 members 
Mstep: Class 29 contains 45840 members 
Mstep: Class 30 contains 13117 members 
Mstep: Class 31 contains 97531 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5487 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80166 members 
Mstep: Class 37 contains 2823 members 
Mstep: Class 38 contains 5289 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29999 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 98213 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21276 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115067672.000000 Penalty: 168590.921875
Iteration 219Q: 51 clusters Score -1.150677e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 36243 members 
Mstep: Class 6 contains 26360 members 
Mstep: Class 7 contains 11719 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 23630 members 
Mstep: Class 10 contains 12108 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10032 members 
Mstep: Class 15 contains 60038 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 9660 members 
Mstep: Class 21 contains 6152 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 19396 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8918 members 
Mstep: Class 29 contains 46105 members 
Mstep: Class 30 contains 13133 members 
Mstep: Class 31 contains 97531 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5496 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5287 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29992 members 
Mstep: Class 41 contains 11015 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 98177 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21274 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068120.000000 Penalty: 168590.921875
Iteration 220F: 51 clusters Score -1.150681e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 36247 members 
Mstep: Class 6 contains 26356 members 
Mstep: Class 7 contains 11716 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 23431 members 
Mstep: Class 10 contains 12105 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 31961 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10025 members 
Mstep: Class 15 contains 60045 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 9648 members 
Mstep: Class 21 contains 6151 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 19398 members 
Mstep: Class 25 contains 4226 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2340 members 
Mstep: Class 28 contains 8924 members 
Mstep: Class 29 contains 46349 members 
Mstep: Class 30 contains 13145 members 
Mstep: Class 31 contains 97528 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5506 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 80160 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29982 members 
Mstep: Class 41 contains 11017 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 98129 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21277 members 
Mstep: Class 49 contains 892 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068448.000000 Penalty: 168590.921875
Iteration 221Q: 51 clusters Score -1.150684e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8084 members 
Mstep: Class 5 contains 36251 members 
Mstep: Class 6 contains 26347 members 
Mstep: Class 7 contains 11715 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 23235 members 
Mstep: Class 10 contains 12098 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10022 members 
Mstep: Class 15 contains 60051 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 5576 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8481 members 
Mstep: Class 20 contains 9648 members 
Mstep: Class 21 contains 6148 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3119 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 4230 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8923 members 
Mstep: Class 29 contains 46583 members 
Mstep: Class 30 contains 13160 members 
Mstep: Class 31 contains 97521 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5511 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29984 members 
Mstep: Class 41 contains 11017 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 98100 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21276 members 
Mstep: Class 49 contains 897 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068560.000000 Penalty: 168590.921875
Iteration 222Q: 51 clusters Score -1.150686e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 36253 members 
Mstep: Class 6 contains 26339 members 
Mstep: Class 7 contains 11714 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 12090 members 
Mstep: Class 11 contains 8198 members 
Mstep: Class 12 contains 31958 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10017 members 
Mstep: Class 15 contains 60054 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 5573 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8478 members 
Mstep: Class 20 contains 9646 members 
Mstep: Class 21 contains 6144 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3125 members 
Mstep: Class 24 contains 19399 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 8928 members 
Mstep: Class 29 contains 46796 members 
Mstep: Class 30 contains 13172 members 
Mstep: Class 31 contains 97518 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5519 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5285 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29982 members 
Mstep: Class 41 contains 11016 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 98072 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21272 members 
Mstep: Class 49 contains 905 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068440.000000 Penalty: 168590.921875
Iteration 223Q: 51 clusters Score -1.150684e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 36254 members 
Mstep: Class 6 contains 26333 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 9 contains 22869 members 
Mstep: Class 10 contains 12085 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 31959 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 60058 members 
Mstep: Class 16 contains 9645 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8473 members 
Mstep: Class 20 contains 9647 members 
Mstep: Class 21 contains 6140 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3134 members 
Mstep: Class 24 contains 19400 members 
Mstep: Class 25 contains 4244 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8930 members 
Mstep: Class 29 contains 47016 members 
Mstep: Class 30 contains 13185 members 
Mstep: Class 31 contains 97512 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5524 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5288 members 
Mstep: Class 39 contains 3139 members 
Mstep: Class 40 contains 29983 members 
Mstep: Class 41 contains 11016 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 98032 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2043 members 
Mstep: Class 48 contains 21268 members 
Mstep: Class 49 contains 908 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068296.000000 Penalty: 168590.921875
Iteration 224Q: 51 clusters Score -1.150683e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 36257 members 
Mstep: Class 6 contains 26332 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 22719 members 
Mstep: Class 10 contains 12083 members 
Mstep: Class 11 contains 8193 members 
Mstep: Class 12 contains 31959 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 10004 members 
Mstep: Class 15 contains 60057 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 5569 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8469 members 
Mstep: Class 20 contains 9649 members 
Mstep: Class 21 contains 6136 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 19402 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8931 members 
Mstep: Class 29 contains 47200 members 
Mstep: Class 30 contains 13193 members 
Mstep: Class 31 contains 97509 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5529 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 29980 members 
Mstep: Class 41 contains 11016 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97999 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2044 members 
Mstep: Class 48 contains 21268 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068272.000000 Penalty: 168590.921875
Iteration 225Q: 51 clusters Score -1.150683e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 36267 members 
Mstep: Class 6 contains 26332 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 22576 members 
Mstep: Class 10 contains 12082 members 
Mstep: Class 11 contains 8190 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9998 members 
Mstep: Class 15 contains 60055 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 9651 members 
Mstep: Class 21 contains 6131 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3149 members 
Mstep: Class 24 contains 19404 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 47368 members 
Mstep: Class 30 contains 13200 members 
Mstep: Class 31 contains 97509 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5533 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80159 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 29972 members 
Mstep: Class 41 contains 11015 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 97965 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2045 members 
Mstep: Class 48 contains 21268 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068272.000000 Penalty: 168590.921875
Iteration 226Q: 51 clusters Score -1.150683e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 36273 members 
Mstep: Class 6 contains 26338 members 
Mstep: Class 7 contains 11712 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 22459 members 
Mstep: Class 10 contains 12081 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9990 members 
Mstep: Class 15 contains 60059 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 5560 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9650 members 
Mstep: Class 21 contains 6127 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3150 members 
Mstep: Class 24 contains 19406 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8932 members 
Mstep: Class 29 contains 47508 members 
Mstep: Class 30 contains 13204 members 
Mstep: Class 31 contains 97510 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5533 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80158 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5285 members 
Mstep: Class 39 contains 3140 members 
Mstep: Class 40 contains 29972 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 97943 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21267 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068336.000000 Penalty: 168590.921875
Iteration 227Q: 51 clusters Score -1.150683e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 8086 members 
Mstep: Class 5 contains 36277 members 
Mstep: Class 6 contains 26342 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 18608 members 
Mstep: Class 9 contains 22365 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9986 members 
Mstep: Class 15 contains 60059 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9650 members 
Mstep: Class 21 contains 6124 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 19405 members 
Mstep: Class 25 contains 4246 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2341 members 
Mstep: Class 28 contains 8933 members 
Mstep: Class 29 contains 47647 members 
Mstep: Class 30 contains 13206 members 
Mstep: Class 31 contains 97511 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5532 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80160 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5285 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29968 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2058 members 
Mstep: Class 43 contains 97901 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 21269 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068352.000000 Penalty: 168590.921875
Iteration 228Q: 51 clusters Score -1.150684e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 8085 members 
Mstep: Class 5 contains 36283 members 
Mstep: Class 6 contains 26346 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 18606 members 
Mstep: Class 9 contains 22271 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9980 members 
Mstep: Class 15 contains 60063 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9649 members 
Mstep: Class 21 contains 6119 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 19403 members 
Mstep: Class 25 contains 4243 members 
Mstep: Class 26 contains 7229 members 
Mstep: Class 27 contains 2342 members 
Mstep: Class 28 contains 8938 members 
Mstep: Class 29 contains 47781 members 
Mstep: Class 30 contains 13207 members 
Mstep: Class 31 contains 97509 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5534 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80159 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 29962 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 97873 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21270 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068352.000000 Penalty: 168590.921875
Iteration 229Q: 51 clusters Score -1.150684e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16721 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 36283 members 
Mstep: Class 6 contains 26351 members 
Mstep: Class 7 contains 11710 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 22192 members 
Mstep: Class 10 contains 12081 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9972 members 
Mstep: Class 15 contains 60070 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9647 members 
Mstep: Class 21 contains 6117 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3154 members 
Mstep: Class 24 contains 19404 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2343 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 47901 members 
Mstep: Class 30 contains 13209 members 
Mstep: Class 31 contains 97504 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80160 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29956 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 97841 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21274 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068328.000000 Penalty: 168590.921875
Iteration 230Q: 51 clusters Score -1.150683e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16721 members 
Mstep: Class 4 contains 8082 members 
Mstep: Class 5 contains 36286 members 
Mstep: Class 6 contains 26356 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18608 members 
Mstep: Class 9 contains 22113 members 
Mstep: Class 10 contains 12080 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9964 members 
Mstep: Class 15 contains 60075 members 
Mstep: Class 16 contains 9633 members 
Mstep: Class 17 contains 5562 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 19409 members 
Mstep: Class 25 contains 4241 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8946 members 
Mstep: Class 29 contains 48017 members 
Mstep: Class 30 contains 13211 members 
Mstep: Class 31 contains 97503 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5535 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80160 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29944 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2059 members 
Mstep: Class 43 contains 97806 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21275 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068536.000000 Penalty: 168590.921875
Iteration 231Q: 51 clusters Score -1.150685e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16721 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 36291 members 
Mstep: Class 6 contains 26356 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 22031 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9957 members 
Mstep: Class 15 contains 60081 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8465 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6116 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3155 members 
Mstep: Class 24 contains 19409 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 7230 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 48122 members 
Mstep: Class 30 contains 13214 members 
Mstep: Class 31 contains 97503 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5536 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80158 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29940 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97781 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21277 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068504.000000 Penalty: 168590.921875
Iteration 232Q: 51 clusters Score -1.150685e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 36291 members 
Mstep: Class 6 contains 26359 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 21940 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 60083 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8464 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6115 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3158 members 
Mstep: Class 24 contains 19409 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8948 members 
Mstep: Class 29 contains 48225 members 
Mstep: Class 30 contains 13215 members 
Mstep: Class 31 contains 97502 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5539 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80160 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29934 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97767 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21280 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068352.000000 Penalty: 168590.921875
Iteration 233Q: 51 clusters Score -1.150684e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 36292 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18606 members 
Mstep: Class 9 contains 21858 members 
Mstep: Class 10 contains 12077 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 60084 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8463 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6113 members 
Mstep: Class 22 contains 8289 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 19410 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 48320 members 
Mstep: Class 30 contains 13217 members 
Mstep: Class 31 contains 97502 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5541 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80157 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29937 members 
Mstep: Class 41 contains 11015 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97751 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21276 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068304.000000 Penalty: 168590.921875
Iteration 234Q: 51 clusters Score -1.150683e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 36296 members 
Mstep: Class 6 contains 26362 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 21776 members 
Mstep: Class 10 contains 12078 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 60088 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6109 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 19409 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8952 members 
Mstep: Class 29 contains 48404 members 
Mstep: Class 30 contains 13219 members 
Mstep: Class 31 contains 97501 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5542 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80155 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29932 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97735 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21279 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068520.000000 Penalty: 168590.921875
Iteration 235Q: 51 clusters Score -1.150685e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16725 members 
Mstep: Class 4 contains 8080 members 
Mstep: Class 5 contains 36298 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 21684 members 
Mstep: Class 10 contains 12076 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 60092 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6109 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 19410 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8955 members 
Mstep: Class 29 contains 48508 members 
Mstep: Class 30 contains 13219 members 
Mstep: Class 31 contains 97501 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5543 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80153 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29924 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97712 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068656.000000 Penalty: 168590.921875
Iteration 236Q: 51 clusters Score -1.150687e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16729 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 36298 members 
Mstep: Class 6 contains 26368 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 60095 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6103 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 19413 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8954 members 
Mstep: Class 29 contains 48611 members 
Mstep: Class 30 contains 13220 members 
Mstep: Class 31 contains 97497 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5545 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80153 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97703 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068664.000000 Penalty: 168590.921875
Iteration 237Q: 51 clusters Score -1.150687e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 16731 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 36295 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 12072 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 60095 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 5557 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6101 members 
Mstep: Class 22 contains 8289 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 48715 members 
Mstep: Class 30 contains 13222 members 
Mstep: Class 31 contains 97496 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5547 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29932 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97697 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21278 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068736.000000 Penalty: 168590.921875
Iteration 238Q: 51 clusters Score -1.150687e+08 nChanged 177
Entering ConstructFrom: 
Score: -115068736.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1607614.625000 Penalty: 2304.875732
	Iteration 0F: 2 clusters Score -1607615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1599417.500000 Penalty: 4609.751465
	Iteration 0F: 3 clusters Score -1599418 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1601850.500000 Penalty: 4609.751465
	Iteration 1F: 3 clusters Score -1601850 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1602186.625000 Penalty: 4609.751465
	Iteration 2F: 3 clusters Score -1602187 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1602478.000000 Penalty: 4609.751465
	Iteration 3F: 3 clusters Score -1602478 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1602772.875000 Penalty: 4609.751465
	Iteration 4Q: 3 clusters Score -1602773 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1603044.625000 Penalty: 4609.751465
	Iteration 5Q: 3 clusters Score -1603045 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1603294.250000 Penalty: 4609.751465
	Iteration 6Q: 3 clusters Score -1603294 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1603560.500000 Penalty: 4609.751465
	Iteration 7Q: 3 clusters Score -1603560 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1603817.375000 Penalty: 4609.751465
	Iteration 8Q: 3 clusters Score -1603817 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1604087.375000 Penalty: 4609.751465
	Iteration 9Q: 3 clusters Score -1604087 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1604349.750000 Penalty: 4609.751465
	Iteration 10Q: 3 clusters Score -1604350 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1604604.875000 Penalty: 4609.751465
	Iteration 11Q: 3 clusters Score -1604605 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1604823.875000 Penalty: 4609.751465
	Iteration 12Q: 3 clusters Score -1604824 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1604995.375000 Penalty: 4609.751465
	Iteration 13Q: 3 clusters Score -1604995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1605124.250000 Penalty: 4609.751465
	Iteration 14Q: 3 clusters Score -1605124 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1605227.250000 Penalty: 4609.751465
	Iteration 15Q: 3 clusters Score -1605227 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1605325.000000 Penalty: 4609.751465
	Iteration 16Q: 3 clusters Score -1605325 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1605400.000000 Penalty: 4609.751465
	Iteration 17Q: 3 clusters Score -1605400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1605470.375000 Penalty: 4609.751465
	Iteration 18Q: 3 clusters Score -1605470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1605519.500000 Penalty: 4609.751465
	Iteration 19Q: 3 clusters Score -1605520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1605564.750000 Penalty: 4609.751465
	Iteration 20F: 3 clusters Score -1605565 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1605606.750000 Penalty: 4609.751465
	Iteration 21Q: 3 clusters Score -1605607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1605649.750000 Penalty: 4609.751465
	Iteration 22Q: 3 clusters Score -1605650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1605687.375000 Penalty: 4609.751465
	Iteration 23Q: 3 clusters Score -1605687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1605704.875000 Penalty: 4609.751465
	Iteration 24Q: 3 clusters Score -1605705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1605727.500000 Penalty: 4609.751465
	Iteration 25Q: 3 clusters Score -1605728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1605740.375000 Penalty: 4609.751465
	Iteration 26Q: 3 clusters Score -1605740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1605749.625000 Penalty: 4609.751465
	Iteration 27Q: 3 clusters Score -1605750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1605760.375000 Penalty: 4609.751465
	Iteration 28Q: 3 clusters Score -1605760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1605771.000000 Penalty: 4609.751465
	Iteration 29Q: 3 clusters Score -1605771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1605780.875000 Penalty: 4609.751465
	Iteration 30Q: 3 clusters Score -1605781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1605789.500000 Penalty: 4609.751465
	Iteration 31Q: 3 clusters Score -1605790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1605799.500000 Penalty: 4609.751465
	Iteration 32Q: 3 clusters Score -1605800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1605808.250000 Penalty: 4609.751465
	Iteration 33Q: 3 clusters Score -1605808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1605816.875000 Penalty: 4609.751465
	Iteration 34Q: 3 clusters Score -1605817 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1605826.500000 Penalty: 4609.751465
	Iteration 35Q: 3 clusters Score -1605826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1605833.250000 Penalty: 4609.751465
	Iteration 36Q: 3 clusters Score -1605833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1605840.875000 Penalty: 4609.751465
	Iteration 37Q: 3 clusters Score -1605841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1605844.875000 Penalty: 4609.751465
	Iteration 38Q: 3 clusters Score -1605845 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1605857.625000 Penalty: 4609.751465
	Iteration 39Q: 3 clusters Score -1605858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1605870.875000 Penalty: 4609.751465
	Iteration 40F: 3 clusters Score -1605871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1605896.875000 Penalty: 4609.751465
	Iteration 41Q: 3 clusters Score -1605897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1605926.125000 Penalty: 4609.751465
	Iteration 42Q: 3 clusters Score -1605926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1605953.250000 Penalty: 4609.751465
	Iteration 43Q: 3 clusters Score -1605953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1605986.125000 Penalty: 4609.751465
	Iteration 44Q: 3 clusters Score -1605986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1606011.875000 Penalty: 4609.751465
	Iteration 45Q: 3 clusters Score -1606012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1606039.000000 Penalty: 4609.751465
	Iteration 46Q: 3 clusters Score -1606039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1606069.750000 Penalty: 4609.751465
	Iteration 47Q: 3 clusters Score -1606070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1606110.625000 Penalty: 4609.751465
	Iteration 48Q: 3 clusters Score -1606111 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1606143.625000 Penalty: 4609.751465
	Iteration 49Q: 3 clusters Score -1606144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1606169.875000 Penalty: 4609.751465
	Iteration 50Q: 3 clusters Score -1606170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1606185.375000 Penalty: 4609.751465
	Iteration 51Q: 3 clusters Score -1606185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1606202.500000 Penalty: 4609.751465
	Iteration 52Q: 3 clusters Score -1606202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1606214.250000 Penalty: 4609.751465
	Iteration 53Q: 3 clusters Score -1606214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1606230.000000 Penalty: 4609.751465
	Iteration 54Q: 3 clusters Score -1606230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1606242.375000 Penalty: 4609.751465
	Iteration 55Q: 3 clusters Score -1606242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1606258.875000 Penalty: 4609.751465
	Iteration 56Q: 3 clusters Score -1606259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1606263.000000 Penalty: 4609.751465
	Iteration 57Q: 3 clusters Score -1606263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1606274.250000 Penalty: 4609.751465
	Iteration 58Q: 3 clusters Score -1606274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1606280.000000 Penalty: 4609.751465
	Iteration 59Q: 3 clusters Score -1606280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1606294.500000 Penalty: 4609.751465
	Iteration 60F: 3 clusters Score -1606294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1606302.500000 Penalty: 4609.751465
	Iteration 61Q: 3 clusters Score -1606302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1606309.750000 Penalty: 4609.751465
	Iteration 62Q: 3 clusters Score -1606310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1606315.000000 Penalty: 4609.751465
	Iteration 63Q: 3 clusters Score -1606315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1606322.125000 Penalty: 4609.751465
	Iteration 64Q: 3 clusters Score -1606322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1606327.375000 Penalty: 4609.751465
	Iteration 65Q: 3 clusters Score -1606327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1606329.625000 Penalty: 4609.751465
	Iteration 66Q: 3 clusters Score -1606330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1606341.875000 Penalty: 4609.751465
	Iteration 67Q: 3 clusters Score -1606342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1606346.500000 Penalty: 4609.751465
	Iteration 68Q: 3 clusters Score -1606346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1606353.750000 Penalty: 4609.751465
	Iteration 69Q: 3 clusters Score -1606354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1606362.125000 Penalty: 4609.751465
	Iteration 70Q: 3 clusters Score -1606362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1606367.500000 Penalty: 4609.751465
	Iteration 71Q: 3 clusters Score -1606368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1606376.500000 Penalty: 4609.751465
	Iteration 72Q: 3 clusters Score -1606376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1606381.125000 Penalty: 4609.751465
	Iteration 73Q: 3 clusters Score -1606381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1606388.000000 Penalty: 4609.751465
	Iteration 74Q: 3 clusters Score -1606388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1606391.000000 Penalty: 4609.751465
	Iteration 75Q: 3 clusters Score -1606391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1606395.125000 Penalty: 4609.751465
	Iteration 76Q: 3 clusters Score -1606395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1606399.625000 Penalty: 4609.751465
	Iteration 77Q: 3 clusters Score -1606400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1606404.000000 Penalty: 4609.751465
	Iteration 78Q: 3 clusters Score -1606404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1606411.000000 Penalty: 4609.751465
	Iteration 79Q: 3 clusters Score -1606411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1606414.375000 Penalty: 4609.751465
	Iteration 80F: 3 clusters Score -1606414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1606418.000000 Penalty: 4609.751465
	Iteration 81Q: 3 clusters Score -1606418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1606423.875000 Penalty: 4609.751465
	Iteration 82Q: 3 clusters Score -1606424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1606426.500000 Penalty: 4609.751465
	Iteration 83Q: 3 clusters Score -1606426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1606426.500000 Penalty: 4609.751465
	Iteration 84Q: 3 clusters Score -1606426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1606429.625000 Penalty: 4609.751465
	Iteration 85Q: 3 clusters Score -1606430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1606430.750000 Penalty: 4609.751465
	Iteration 86Q: 3 clusters Score -1606431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1606430.750000 Penalty: 4609.751465
	Iteration 87F: 3 clusters Score -1606431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -820017.250000 Penalty: 2144.323486
	Iteration 0F: 2 clusters Score -820017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -815062.562500 Penalty: 4288.646973
	Iteration 0F: 3 clusters Score -815062.6 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -816374.875000 Penalty: 4288.646973
	Iteration 1F: 3 clusters Score -816374.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -816714.937500 Penalty: 4288.646973
	Iteration 2F: 3 clusters Score -816714.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -816917.937500 Penalty: 4288.646973
	Iteration 3F: 3 clusters Score -816917.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -817122.187500 Penalty: 4288.646973
	Iteration 4F: 3 clusters Score -817122.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -817282.875000 Penalty: 4288.646973
	Iteration 5Q: 3 clusters Score -817282.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -817403.562500 Penalty: 4288.646973
	Iteration 6Q: 3 clusters Score -817403.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -817523.062500 Penalty: 4288.646973
	Iteration 7Q: 3 clusters Score -817523.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -817640.250000 Penalty: 4288.646973
	Iteration 8Q: 3 clusters Score -817640.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -817738.687500 Penalty: 4288.646973
	Iteration 9Q: 3 clusters Score -817738.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -817816.750000 Penalty: 4288.646973
	Iteration 10Q: 3 clusters Score -817816.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -817875.875000 Penalty: 4288.646973
	Iteration 11Q: 3 clusters Score -817875.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -817923.062500 Penalty: 4288.646973
	Iteration 12Q: 3 clusters Score -817923.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -817958.187500 Penalty: 4288.646973
	Iteration 13Q: 3 clusters Score -817958.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -817986.625000 Penalty: 4288.646973
	Iteration 14Q: 3 clusters Score -817986.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -818013.937500 Penalty: 4288.646973
	Iteration 15Q: 3 clusters Score -818013.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -818049.187500 Penalty: 4288.646973
	Iteration 16Q: 3 clusters Score -818049.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -818077.062500 Penalty: 4288.646973
	Iteration 17Q: 3 clusters Score -818077.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -818095.812500 Penalty: 4288.646973
	Iteration 18Q: 3 clusters Score -818095.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -818117.125000 Penalty: 4288.646973
	Iteration 19Q: 3 clusters Score -818117.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -818137.000000 Penalty: 4288.646973
	Iteration 20F: 3 clusters Score -818137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -818153.125000 Penalty: 4288.646973
	Iteration 21Q: 3 clusters Score -818153.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -818163.250000 Penalty: 4288.646973
	Iteration 22Q: 3 clusters Score -818163.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -818172.500000 Penalty: 4288.646973
	Iteration 23Q: 3 clusters Score -818172.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -818178.875000 Penalty: 4288.646973
	Iteration 24Q: 3 clusters Score -818178.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -818183.437500 Penalty: 4288.646973
	Iteration 25Q: 3 clusters Score -818183.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -818188.937500 Penalty: 4288.646973
	Iteration 26Q: 3 clusters Score -818188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -818193.750000 Penalty: 4288.646973
	Iteration 27Q: 3 clusters Score -818193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -818198.250000 Penalty: 4288.646973
	Iteration 28Q: 3 clusters Score -818198.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -818204.812500 Penalty: 4288.646973
	Iteration 29Q: 3 clusters Score -818204.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -818211.062500 Penalty: 4288.646973
	Iteration 30Q: 3 clusters Score -818211.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -818217.062500 Penalty: 4288.646973
	Iteration 31Q: 3 clusters Score -818217.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -818223.625000 Penalty: 4288.646973
	Iteration 32Q: 3 clusters Score -818223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -818226.750000 Penalty: 4288.646973
	Iteration 33Q: 3 clusters Score -818226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -818232.750000 Penalty: 4288.646973
	Iteration 34Q: 3 clusters Score -818232.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -818237.312500 Penalty: 4288.646973
	Iteration 35Q: 3 clusters Score -818237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -818245.500000 Penalty: 4288.646973
	Iteration 36Q: 3 clusters Score -818245.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -818251.000000 Penalty: 4288.646973
	Iteration 37Q: 3 clusters Score -818251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -818253.750000 Penalty: 4288.646973
	Iteration 38Q: 3 clusters Score -818253.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -818256.812500 Penalty: 4288.646973
	Iteration 39Q: 3 clusters Score -818256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -818260.062500 Penalty: 4288.646973
	Iteration 40F: 3 clusters Score -818260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -818264.875000 Penalty: 4288.646973
	Iteration 41Q: 3 clusters Score -818264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -818267.500000 Penalty: 4288.646973
	Iteration 42Q: 3 clusters Score -818267.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -818269.937500 Penalty: 4288.646973
	Iteration 43Q: 3 clusters Score -818269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -818274.062500 Penalty: 4288.646973
	Iteration 44Q: 3 clusters Score -818274.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -818279.750000 Penalty: 4288.646973
	Iteration 45Q: 3 clusters Score -818279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -818281.187500 Penalty: 4288.646973
	Iteration 46Q: 3 clusters Score -818281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -818285.562500 Penalty: 4288.646973
	Iteration 47Q: 3 clusters Score -818285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -818288.562500 Penalty: 4288.646973
	Iteration 48Q: 3 clusters Score -818288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -818293.875000 Penalty: 4288.646973
	Iteration 49Q: 3 clusters Score -818293.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -818296.625000 Penalty: 4288.646973
	Iteration 50Q: 3 clusters Score -818296.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -818301.375000 Penalty: 4288.646973
	Iteration 51Q: 3 clusters Score -818301.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -818304.187500 Penalty: 4288.646973
	Iteration 52Q: 3 clusters Score -818304.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -818310.312500 Penalty: 4288.646973
	Iteration 53Q: 3 clusters Score -818310.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -818314.125000 Penalty: 4288.646973
	Iteration 54Q: 3 clusters Score -818314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -818321.625000 Penalty: 4288.646973
	Iteration 55Q: 3 clusters Score -818321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -818328.562500 Penalty: 4288.646973
	Iteration 56Q: 3 clusters Score -818328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -818337.562500 Penalty: 4288.646973
	Iteration 57Q: 3 clusters Score -818337.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -818343.875000 Penalty: 4288.646973
	Iteration 58Q: 3 clusters Score -818343.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -818348.812500 Penalty: 4288.646973
	Iteration 59Q: 3 clusters Score -818348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -818353.937500 Penalty: 4288.646973
	Iteration 60F: 3 clusters Score -818353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -818356.562500 Penalty: 4288.646973
	Iteration 61Q: 3 clusters Score -818356.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -818357.125000 Penalty: 4288.646973
	Iteration 62Q: 3 clusters Score -818357.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -818359.187500 Penalty: 4288.646973
	Iteration 63Q: 3 clusters Score -818359.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -818360.187500 Penalty: 4288.646973
	Iteration 64Q: 3 clusters Score -818360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -818363.625000 Penalty: 4288.646973
	Iteration 65Q: 3 clusters Score -818363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -818363.312500 Penalty: 4288.646973
	Iteration 66Q: 3 clusters Score -818363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -818365.875000 Penalty: 4288.646973
	Iteration 67Q: 3 clusters Score -818365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -818368.437500 Penalty: 4288.646973
	Iteration 68Q: 3 clusters Score -818368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -818370.500000 Penalty: 4288.646973
	Iteration 69Q: 3 clusters Score -818370.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -818373.062500 Penalty: 4288.646973
	Iteration 70Q: 3 clusters Score -818373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -818371.062500 Penalty: 4288.646973
	Iteration 71Q: 3 clusters Score -818371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -818372.625000 Penalty: 4288.646973
	Iteration 72Q: 3 clusters Score -818372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -818374.125000 Penalty: 4288.646973
	Iteration 73Q: 3 clusters Score -818374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -818375.375000 Penalty: 4288.646973
	Iteration 74Q: 3 clusters Score -818375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -818374.875000 Penalty: 4288.646973
	Iteration 75Q: 3 clusters Score -818374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -818374.562500 Penalty: 4288.646973
	Iteration 76Q: 3 clusters Score -818374.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -818375.000000 Penalty: 4288.646973
	Iteration 77Q: 3 clusters Score -818375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -818374.375000 Penalty: 4288.646973
	Iteration 78Q: 3 clusters Score -818374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -818375.750000 Penalty: 4288.646973
	Iteration 79Q: 3 clusters Score -818375.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -818375.750000 Penalty: 4288.646973
	Iteration 80F: 3 clusters Score -818375.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Entering Unmasked Estep 
Score: -2496205.500000 Penalty: 2411.819580
	Iteration 0F: 2 clusters Score -2496206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2484246.750000 Penalty: 4823.639160
	Iteration 0F: 3 clusters Score -2484247 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2488097.000000 Penalty: 4823.639160
	Iteration 1F: 3 clusters Score -2488097 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2488493.750000 Penalty: 4823.639160
	Iteration 2F: 3 clusters Score -2488494 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2488825.750000 Penalty: 4823.639160
	Iteration 3F: 3 clusters Score -2488826 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2489116.750000 Penalty: 4823.639160
	Iteration 4Q: 3 clusters Score -2489117 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2489439.750000 Penalty: 4823.639160
	Iteration 5Q: 3 clusters Score -2489440 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2489829.500000 Penalty: 4823.639160
	Iteration 6Q: 3 clusters Score -2489830 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2490286.500000 Penalty: 4823.639160
	Iteration 7F: 3 clusters Score -2490286 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2490774.000000 Penalty: 4823.639160
	Iteration 8F: 3 clusters Score -2490774 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2491247.250000 Penalty: 4823.639160
	Iteration 9F: 3 clusters Score -2491247 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -2491698.500000 Penalty: 4823.639160
	Iteration 10Q: 3 clusters Score -2491698 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2492046.000000 Penalty: 4823.639160
	Iteration 11Q: 3 clusters Score -2492046 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2492335.500000 Penalty: 4823.639160
	Iteration 12Q: 3 clusters Score -2492336 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2492540.250000 Penalty: 4823.639160
	Iteration 13Q: 3 clusters Score -2492540 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2492716.500000 Penalty: 4823.639160
	Iteration 14Q: 3 clusters Score -2492716 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2492863.000000 Penalty: 4823.639160
	Iteration 15Q: 3 clusters Score -2492863 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2492978.500000 Penalty: 4823.639160
	Iteration 16Q: 3 clusters Score -2492978 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2493110.500000 Penalty: 4823.639160
	Iteration 17Q: 3 clusters Score -2493110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2493227.750000 Penalty: 4823.639160
	Iteration 18Q: 3 clusters Score -2493228 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2493338.500000 Penalty: 4823.639160
	Iteration 19Q: 3 clusters Score -2493338 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2493439.500000 Penalty: 4823.639160
	Iteration 20F: 3 clusters Score -2493440 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2493542.250000 Penalty: 4823.639160
	Iteration 21Q: 3 clusters Score -2493542 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2493623.750000 Penalty: 4823.639160
	Iteration 22Q: 3 clusters Score -2493624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2493707.250000 Penalty: 4823.639160
	Iteration 23Q: 3 clusters Score -2493707 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2493782.000000 Penalty: 4823.639160
	Iteration 24Q: 3 clusters Score -2493782 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2493834.250000 Penalty: 4823.639160
	Iteration 25Q: 3 clusters Score -2493834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2493889.250000 Penalty: 4823.639160
	Iteration 26Q: 3 clusters Score -2493889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2493941.750000 Penalty: 4823.639160
	Iteration 27Q: 3 clusters Score -2493942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2493971.500000 Penalty: 4823.639160
	Iteration 28Q: 3 clusters Score -2493972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2494011.750000 Penalty: 4823.639160
	Iteration 29Q: 3 clusters Score -2494012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2494040.750000 Penalty: 4823.639160
	Iteration 30Q: 3 clusters Score -2494041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2494066.750000 Penalty: 4823.639160
	Iteration 31Q: 3 clusters Score -2494067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2494091.750000 Penalty: 4823.639160
	Iteration 32Q: 3 clusters Score -2494092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2494107.000000 Penalty: 4823.639160
	Iteration 33Q: 3 clusters Score -2494107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2494120.500000 Penalty: 4823.639160
	Iteration 34Q: 3 clusters Score -2494120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2494132.500000 Penalty: 4823.639160
	Iteration 35Q: 3 clusters Score -2494132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2494139.750000 Penalty: 4823.639160
	Iteration 36Q: 3 clusters Score -2494140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2494143.000000 Penalty: 4823.639160
	Iteration 37Q: 3 clusters Score -2494143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2494149.500000 Penalty: 4823.639160
	Iteration 38Q: 3 clusters Score -2494150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2494151.750000 Penalty: 4823.639160
	Iteration 39Q: 3 clusters Score -2494152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2494152.250000 Penalty: 4823.639160
	Iteration 40F: 3 clusters Score -2494152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2494161.000000 Penalty: 4823.639160
	Iteration 41Q: 3 clusters Score -2494161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2494157.250000 Penalty: 4823.639160
	Iteration 42Q: 3 clusters Score -2494157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2494159.000000 Penalty: 4823.639160
	Iteration 43Q: 3 clusters Score -2494159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2494160.250000 Penalty: 4823.639160
	Iteration 44Q: 3 clusters Score -2494160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2494160.750000 Penalty: 4823.639160
	Iteration 45Q: 3 clusters Score -2494161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2494163.250000 Penalty: 4823.639160
	Iteration 46Q: 3 clusters Score -2494163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2494163.000000 Penalty: 4823.639160
	Iteration 47Q: 3 clusters Score -2494163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2494162.500000 Penalty: 4823.639160
	Iteration 48Q: 3 clusters Score -2494162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2494162.500000 Penalty: 4823.639160
	Iteration 49Q: 3 clusters Score -2494162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2494162.500000 Penalty: 4823.639160
	Iteration 50F: 3 clusters Score -2494162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Entering Unmasked Estep 
Score: -1133758.500000 Penalty: 2231.231201
	Iteration 0F: 2 clusters Score -1133758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1127375.000000 Penalty: 4462.462402
	Iteration 0F: 3 clusters Score -1127375 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1129304.750000 Penalty: 4462.462402
	Iteration 1F: 3 clusters Score -1129305 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1129699.625000 Penalty: 4462.462402
	Iteration 2F: 3 clusters Score -1129700 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1130053.125000 Penalty: 4462.462402
	Iteration 3F: 3 clusters Score -1130053 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1130388.500000 Penalty: 4462.462402
	Iteration 4F: 3 clusters Score -1130388 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1130730.500000 Penalty: 4462.462402
	Iteration 5F: 3 clusters Score -1130730 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1131044.375000 Penalty: 4462.462402
	Iteration 6F: 3 clusters Score -1131044 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1131371.625000 Penalty: 4462.462402
	Iteration 7Q: 3 clusters Score -1131372 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1131719.625000 Penalty: 4462.462402
	Iteration 8Q: 3 clusters Score -1131720 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1131991.250000 Penalty: 4462.462402
	Iteration 9Q: 3 clusters Score -1131991 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1132178.500000 Penalty: 4462.462402
	Iteration 10Q: 3 clusters Score -1132178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1132307.375000 Penalty: 4462.462402
	Iteration 11Q: 3 clusters Score -1132307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1132388.125000 Penalty: 4462.462402
	Iteration 12Q: 3 clusters Score -1132388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1132455.875000 Penalty: 4462.462402
	Iteration 13Q: 3 clusters Score -1132456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1132520.625000 Penalty: 4462.462402
	Iteration 14Q: 3 clusters Score -1132521 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1132577.375000 Penalty: 4462.462402
	Iteration 15Q: 3 clusters Score -1132577 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1132633.625000 Penalty: 4462.462402
	Iteration 16Q: 3 clusters Score -1132634 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1132696.750000 Penalty: 4462.462402
	Iteration 17Q: 3 clusters Score -1132697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1132773.750000 Penalty: 4462.462402
	Iteration 18Q: 3 clusters Score -1132774 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1132831.750000 Penalty: 4462.462402
	Iteration 19Q: 3 clusters Score -1132832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1132881.375000 Penalty: 4462.462402
	Iteration 20F: 3 clusters Score -1132881 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1132931.500000 Penalty: 4462.462402
	Iteration 21Q: 3 clusters Score -1132932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1132966.000000 Penalty: 4462.462402
	Iteration 22Q: 3 clusters Score -1132966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1133003.875000 Penalty: 4462.462402
	Iteration 23Q: 3 clusters Score -1133004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1133044.750000 Penalty: 4462.462402
	Iteration 24Q: 3 clusters Score -1133045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1133084.375000 Penalty: 4462.462402
	Iteration 25Q: 3 clusters Score -1133084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1133129.000000 Penalty: 4462.462402
	Iteration 26Q: 3 clusters Score -1133129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1133164.375000 Penalty: 4462.462402
	Iteration 27Q: 3 clusters Score -1133164 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1133201.125000 Penalty: 4462.462402
	Iteration 28Q: 3 clusters Score -1133201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1133226.875000 Penalty: 4462.462402
	Iteration 29Q: 3 clusters Score -1133227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1133250.250000 Penalty: 4462.462402
	Iteration 30Q: 3 clusters Score -1133250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1133270.375000 Penalty: 4462.462402
	Iteration 31Q: 3 clusters Score -1133270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1133282.750000 Penalty: 4462.462402
	Iteration 32Q: 3 clusters Score -1133283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1133296.125000 Penalty: 4462.462402
	Iteration 33Q: 3 clusters Score -1133296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1133309.375000 Penalty: 4462.462402
	Iteration 34Q: 3 clusters Score -1133309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1133317.625000 Penalty: 4462.462402
	Iteration 35Q: 3 clusters Score -1133318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1133329.875000 Penalty: 4462.462402
	Iteration 36Q: 3 clusters Score -1133330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1133340.500000 Penalty: 4462.462402
	Iteration 37Q: 3 clusters Score -1133340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1133347.750000 Penalty: 4462.462402
	Iteration 38Q: 3 clusters Score -1133348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1133354.875000 Penalty: 4462.462402
	Iteration 39Q: 3 clusters Score -1133355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1133356.000000 Penalty: 4462.462402
	Iteration 40F: 3 clusters Score -1133356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1133360.375000 Penalty: 4462.462402
	Iteration 41Q: 3 clusters Score -1133360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1133359.125000 Penalty: 4462.462402
	Iteration 42Q: 3 clusters Score -1133359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1133356.875000 Penalty: 4462.462402
	Iteration 43Q: 3 clusters Score -1133357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1133356.875000 Penalty: 4462.462402
	Iteration 44F: 3 clusters Score -1133357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Entering Unmasked Estep 
Score: -5440456.000000 Penalty: 2603.853027
	Iteration 0F: 2 clusters Score -5440456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5415781.500000 Penalty: 5207.706055
	Iteration 0F: 3 clusters Score -5415782 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -5424980.000000 Penalty: 5207.706055
	Iteration 1F: 3 clusters Score -5424980 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5425544.000000 Penalty: 5207.706055
	Iteration 2Q: 3 clusters Score -5425544 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -5426073.500000 Penalty: 5207.706055
	Iteration 3Q: 3 clusters Score -5426074 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5426657.000000 Penalty: 5207.706055
	Iteration 4Q: 3 clusters Score -5426657 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -5427418.500000 Penalty: 5207.706055
	Iteration 5Q: 3 clusters Score -5427418 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5428266.000000 Penalty: 5207.706055
	Iteration 6Q: 3 clusters Score -5428266 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -5429244.500000 Penalty: 5207.706055
	Iteration 7F: 3 clusters Score -5429244 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -5430262.500000 Penalty: 5207.706055
	Iteration 8F: 3 clusters Score -5430262 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5431175.000000 Penalty: 5207.706055
	Iteration 9Q: 3 clusters Score -5431175 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -5431822.000000 Penalty: 5207.706055
	Iteration 10Q: 3 clusters Score -5431822 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5432370.000000 Penalty: 5207.706055
	Iteration 11Q: 3 clusters Score -5432370 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5432859.500000 Penalty: 5207.706055
	Iteration 12Q: 3 clusters Score -5432860 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5433342.500000 Penalty: 5207.706055
	Iteration 13Q: 3 clusters Score -5433342 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -5433749.000000 Penalty: 5207.706055
	Iteration 14Q: 3 clusters Score -5433749 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -5434202.500000 Penalty: 5207.706055
	Iteration 15Q: 3 clusters Score -5434202 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5434721.000000 Penalty: 5207.706055
	Iteration 16Q: 3 clusters Score -5434721 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5435252.500000 Penalty: 5207.706055
	Iteration 17Q: 3 clusters Score -5435252 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5435749.000000 Penalty: 5207.706055
	Iteration 18Q: 3 clusters Score -5435749 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -5436193.000000 Penalty: 5207.706055
	Iteration 19Q: 3 clusters Score -5436193 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5436587.000000 Penalty: 5207.706055
	Iteration 20F: 3 clusters Score -5436587 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -5436912.000000 Penalty: 5207.706055
	Iteration 21Q: 3 clusters Score -5436912 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -5437175.000000 Penalty: 5207.706055
	Iteration 22Q: 3 clusters Score -5437175 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -5437418.000000 Penalty: 5207.706055
	Iteration 23Q: 3 clusters Score -5437418 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5437568.000000 Penalty: 5207.706055
	Iteration 24Q: 3 clusters Score -5437568 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -5437752.000000 Penalty: 5207.706055
	Iteration 25Q: 3 clusters Score -5437752 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -5437850.500000 Penalty: 5207.706055
	Iteration 26Q: 3 clusters Score -5437850 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -5437943.000000 Penalty: 5207.706055
	Iteration 27Q: 3 clusters Score -5437943 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -5438035.000000 Penalty: 5207.706055
	Iteration 28Q: 3 clusters Score -5438035 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -5438086.000000 Penalty: 5207.706055
	Iteration 29Q: 3 clusters Score -5438086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -5438132.000000 Penalty: 5207.706055
	Iteration 30Q: 3 clusters Score -5438132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -5438161.000000 Penalty: 5207.706055
	Iteration 31Q: 3 clusters Score -5438161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5438218.000000 Penalty: 5207.706055
	Iteration 32Q: 3 clusters Score -5438218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5438248.000000 Penalty: 5207.706055
	Iteration 33Q: 3 clusters Score -5438248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -5438272.500000 Penalty: 5207.706055
	Iteration 34Q: 3 clusters Score -5438272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5438300.000000 Penalty: 5207.706055
	Iteration 35Q: 3 clusters Score -5438300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -5438312.000000 Penalty: 5207.706055
	Iteration 36Q: 3 clusters Score -5438312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -5438332.000000 Penalty: 5207.706055
	Iteration 37Q: 3 clusters Score -5438332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -5438336.500000 Penalty: 5207.706055
	Iteration 38Q: 3 clusters Score -5438336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -5438344.000000 Penalty: 5207.706055
	Iteration 39Q: 3 clusters Score -5438344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -5438360.000000 Penalty: 5207.706055
	Iteration 40F: 3 clusters Score -5438360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -5438357.000000 Penalty: 5207.706055
	Iteration 41Q: 3 clusters Score -5438357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -5438363.500000 Penalty: 5207.706055
	Iteration 42Q: 3 clusters Score -5438364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -5438373.000000 Penalty: 5207.706055
	Iteration 43Q: 3 clusters Score -5438373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5438371.000000 Penalty: 5207.706055
	Iteration 44Q: 3 clusters Score -5438371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -5438375.500000 Penalty: 5207.706055
	Iteration 45Q: 3 clusters Score -5438376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5438376.000000 Penalty: 5207.706055
	Iteration 46Q: 3 clusters Score -5438376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5438378.000000 Penalty: 5207.706055
	Iteration 47Q: 3 clusters Score -5438378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5438379.000000 Penalty: 5207.706055
	Iteration 48Q: 3 clusters Score -5438379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5438381.000000 Penalty: 5207.706055
	Iteration 49Q: 3 clusters Score -5438381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5438381.000000 Penalty: 5207.706055
	Iteration 50Q: 3 clusters Score -5438381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -5438381.000000 Penalty: 5207.706055
	Iteration 51F: 3 clusters Score -5438381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Entering Unmasked Estep 
Score: -3942778.750000 Penalty: 2524.607422
	Iteration 0F: 2 clusters Score -3942779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3924714.500000 Penalty: 5049.214844
	Iteration 0F: 3 clusters Score -3924714 nChanged 11742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3930913.500000 Penalty: 5049.214844
	Iteration 1F: 3 clusters Score -3930914 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3931483.250000 Penalty: 5049.214844
	Iteration 2F: 3 clusters Score -3931483 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3932056.000000 Penalty: 5049.214844
	Iteration 3F: 3 clusters Score -3932056 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -3932751.250000 Penalty: 5049.214844
	Iteration 4F: 3 clusters Score -3932751 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -3933620.500000 Penalty: 5049.214844
	Iteration 5F: 3 clusters Score -3933620 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3934750.000000 Penalty: 5049.214844
	Iteration 6F: 3 clusters Score -3934750 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -3936139.500000 Penalty: 5049.214844
	Iteration 7F: 3 clusters Score -3936140 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3937513.000000 Penalty: 5049.214844
	Iteration 8F: 3 clusters Score -3937513 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3938596.000000 Penalty: 5049.214844
	Iteration 9Q: 3 clusters Score -3938596 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3939369.750000 Penalty: 5049.214844
	Iteration 10Q: 3 clusters Score -3939370 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3939845.000000 Penalty: 5049.214844
	Iteration 11Q: 3 clusters Score -3939845 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3940125.250000 Penalty: 5049.214844
	Iteration 12Q: 3 clusters Score -3940125 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3940326.250000 Penalty: 5049.214844
	Iteration 13Q: 3 clusters Score -3940326 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3940449.250000 Penalty: 5049.214844
	Iteration 14Q: 3 clusters Score -3940449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3940525.000000 Penalty: 5049.214844
	Iteration 15Q: 3 clusters Score -3940525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3940565.500000 Penalty: 5049.214844
	Iteration 16Q: 3 clusters Score -3940566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3940603.250000 Penalty: 5049.214844
	Iteration 17Q: 3 clusters Score -3940603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3940629.750000 Penalty: 5049.214844
	Iteration 18Q: 3 clusters Score -3940630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3940653.500000 Penalty: 5049.214844
	Iteration 19Q: 3 clusters Score -3940654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3940665.500000 Penalty: 5049.214844
	Iteration 20F: 3 clusters Score -3940666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3940670.750000 Penalty: 5049.214844
	Iteration 21Q: 3 clusters Score -3940671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3940674.250000 Penalty: 5049.214844
	Iteration 22Q: 3 clusters Score -3940674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3940674.750000 Penalty: 5049.214844
	Iteration 23Q: 3 clusters Score -3940675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3940674.750000 Penalty: 5049.214844
	Iteration 24F: 3 clusters Score -3940675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Entering Unmasked Estep 
Score: -1735712.625000 Penalty: 2323.270752
	Iteration 0F: 2 clusters Score -1735713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1726980.875000 Penalty: 4646.541504
	Iteration 0F: 3 clusters Score -1726981 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1729566.500000 Penalty: 4646.541504
	Iteration 1F: 3 clusters Score -1729566 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1729948.500000 Penalty: 4646.541504
	Iteration 2F: 3 clusters Score -1729948 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1730281.375000 Penalty: 4646.541504
	Iteration 3F: 3 clusters Score -1730281 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1730553.500000 Penalty: 4646.541504
	Iteration 4Q: 3 clusters Score -1730554 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1730776.750000 Penalty: 4646.541504
	Iteration 5Q: 3 clusters Score -1730777 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1730975.750000 Penalty: 4646.541504
	Iteration 6Q: 3 clusters Score -1730976 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1731206.750000 Penalty: 4646.541504
	Iteration 7Q: 3 clusters Score -1731207 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1731453.125000 Penalty: 4646.541504
	Iteration 8Q: 3 clusters Score -1731453 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1731673.500000 Penalty: 4646.541504
	Iteration 9Q: 3 clusters Score -1731674 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1731912.875000 Penalty: 4646.541504
	Iteration 10Q: 3 clusters Score -1731913 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1732154.250000 Penalty: 4646.541504
	Iteration 11Q: 3 clusters Score -1732154 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1732342.500000 Penalty: 4646.541504
	Iteration 12Q: 3 clusters Score -1732342 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1732492.875000 Penalty: 4646.541504
	Iteration 13Q: 3 clusters Score -1732493 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1732623.625000 Penalty: 4646.541504
	Iteration 14Q: 3 clusters Score -1732624 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1732726.500000 Penalty: 4646.541504
	Iteration 15Q: 3 clusters Score -1732726 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1732816.625000 Penalty: 4646.541504
	Iteration 16Q: 3 clusters Score -1732817 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1732904.875000 Penalty: 4646.541504
	Iteration 17Q: 3 clusters Score -1732905 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1732987.500000 Penalty: 4646.541504
	Iteration 18Q: 3 clusters Score -1732988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1733071.750000 Penalty: 4646.541504
	Iteration 19Q: 3 clusters Score -1733072 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1733165.250000 Penalty: 4646.541504
	Iteration 20F: 3 clusters Score -1733165 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1733257.500000 Penalty: 4646.541504
	Iteration 21Q: 3 clusters Score -1733258 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1733337.750000 Penalty: 4646.541504
	Iteration 22Q: 3 clusters Score -1733338 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1733405.625000 Penalty: 4646.541504
	Iteration 23Q: 3 clusters Score -1733406 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1733462.125000 Penalty: 4646.541504
	Iteration 24Q: 3 clusters Score -1733462 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1733500.625000 Penalty: 4646.541504
	Iteration 25Q: 3 clusters Score -1733501 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1733515.125000 Penalty: 4646.541504
	Iteration 26Q: 3 clusters Score -1733515 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1733532.125000 Penalty: 4646.541504
	Iteration 27Q: 3 clusters Score -1733532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1733533.500000 Penalty: 4646.541504
	Iteration 28Q: 3 clusters Score -1733534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1733537.875000 Penalty: 4646.541504
	Iteration 29Q: 3 clusters Score -1733538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1733549.250000 Penalty: 4646.541504
	Iteration 30Q: 3 clusters Score -1733549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1733557.375000 Penalty: 4646.541504
	Iteration 31Q: 3 clusters Score -1733557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1733564.750000 Penalty: 4646.541504
	Iteration 32Q: 3 clusters Score -1733565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1733569.250000 Penalty: 4646.541504
	Iteration 33Q: 3 clusters Score -1733569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1733572.625000 Penalty: 4646.541504
	Iteration 34Q: 3 clusters Score -1733573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1733570.750000 Penalty: 4646.541504
	Iteration 35Q: 3 clusters Score -1733571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1733573.625000 Penalty: 4646.541504
	Iteration 36Q: 3 clusters Score -1733574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1733579.500000 Penalty: 4646.541504
	Iteration 37Q: 3 clusters Score -1733580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1733576.375000 Penalty: 4646.541504
	Iteration 38Q: 3 clusters Score -1733576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1733579.625000 Penalty: 4646.541504
	Iteration 39Q: 3 clusters Score -1733580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1733580.750000 Penalty: 4646.541504
	Iteration 40F: 3 clusters Score -1733581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1733581.250000 Penalty: 4646.541504
	Iteration 41Q: 3 clusters Score -1733581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1733579.625000 Penalty: 4646.541504
	Iteration 42Q: 3 clusters Score -1733580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1733581.500000 Penalty: 4646.541504
	Iteration 43Q: 3 clusters Score -1733582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1733583.125000 Penalty: 4646.541504
	Iteration 44Q: 3 clusters Score -1733583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1733583.500000 Penalty: 4646.541504
	Iteration 45Q: 3 clusters Score -1733584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1733582.250000 Penalty: 4646.541504
	Iteration 46Q: 3 clusters Score -1733582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1733585.000000 Penalty: 4646.541504
	Iteration 47Q: 3 clusters Score -1733585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1733585.875000 Penalty: 4646.541504
	Iteration 48Q: 3 clusters Score -1733586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1733584.125000 Penalty: 4646.541504
	Iteration 49Q: 3 clusters Score -1733584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1733585.875000 Penalty: 4646.541504
	Iteration 50Q: 3 clusters Score -1733586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1733587.125000 Penalty: 4646.541504
	Iteration 51Q: 3 clusters Score -1733587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1733592.875000 Penalty: 4646.541504
	Iteration 52Q: 3 clusters Score -1733593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1733589.625000 Penalty: 4646.541504
	Iteration 53Q: 3 clusters Score -1733590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1733592.125000 Penalty: 4646.541504
	Iteration 54Q: 3 clusters Score -1733592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1733599.250000 Penalty: 4646.541504
	Iteration 55Q: 3 clusters Score -1733599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1733599.500000 Penalty: 4646.541504
	Iteration 56Q: 3 clusters Score -1733600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1733602.250000 Penalty: 4646.541504
	Iteration 57Q: 3 clusters Score -1733602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1733604.250000 Penalty: 4646.541504
	Iteration 58Q: 3 clusters Score -1733604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1733604.625000 Penalty: 4646.541504
	Iteration 59Q: 3 clusters Score -1733605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1733606.000000 Penalty: 4646.541504
	Iteration 60F: 3 clusters Score -1733606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1733607.625000 Penalty: 4646.541504
	Iteration 61Q: 3 clusters Score -1733608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1733608.000000 Penalty: 4646.541504
	Iteration 62Q: 3 clusters Score -1733608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1733610.125000 Penalty: 4646.541504
	Iteration 63Q: 3 clusters Score -1733610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1733609.250000 Penalty: 4646.541504
	Iteration 64Q: 3 clusters Score -1733609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1733612.000000 Penalty: 4646.541504
	Iteration 65Q: 3 clusters Score -1733612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1733613.625000 Penalty: 4646.541504
	Iteration 66Q: 3 clusters Score -1733614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1733612.250000 Penalty: 4646.541504
	Iteration 67Q: 3 clusters Score -1733612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1733612.500000 Penalty: 4646.541504
	Iteration 68Q: 3 clusters Score -1733612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1733611.250000 Penalty: 4646.541504
	Iteration 69Q: 3 clusters Score -1733611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1733611.375000 Penalty: 4646.541504
	Iteration 70Q: 3 clusters Score -1733611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1733611.250000 Penalty: 4646.541504
	Iteration 71Q: 3 clusters Score -1733611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1733612.625000 Penalty: 4646.541504
	Iteration 72Q: 3 clusters Score -1733613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1733615.125000 Penalty: 4646.541504
	Iteration 73Q: 3 clusters Score -1733615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1733615.125000 Penalty: 4646.541504
	Iteration 74Q: 3 clusters Score -1733615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1733616.000000 Penalty: 4646.541504
	Iteration 75Q: 3 clusters Score -1733616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1733612.000000 Penalty: 4646.541504
	Iteration 76Q: 3 clusters Score -1733612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1733614.750000 Penalty: 4646.541504
	Iteration 77Q: 3 clusters Score -1733615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1733612.750000 Penalty: 4646.541504
	Iteration 78Q: 3 clusters Score -1733613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1733613.250000 Penalty: 4646.541504
	Iteration 79Q: 3 clusters Score -1733613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1733619.000000 Penalty: 4646.541504
	Iteration 80F: 3 clusters Score -1733619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1733619.875000 Penalty: 4646.541504
	Iteration 81Q: 3 clusters Score -1733620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1733619.875000 Penalty: 4646.541504
	Iteration 82Q: 3 clusters Score -1733620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1733622.250000 Penalty: 4646.541504
	Iteration 83Q: 3 clusters Score -1733622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1733620.375000 Penalty: 4646.541504
	Iteration 84Q: 3 clusters Score -1733620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1733622.875000 Penalty: 4646.541504
	Iteration 85Q: 3 clusters Score -1733623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1733623.875000 Penalty: 4646.541504
	Iteration 86Q: 3 clusters Score -1733624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1733623.000000 Penalty: 4646.541504
	Iteration 87Q: 3 clusters Score -1733623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1733623.625000 Penalty: 4646.541504
	Iteration 88Q: 3 clusters Score -1733624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1733625.500000 Penalty: 4646.541504
	Iteration 89Q: 3 clusters Score -1733626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1733625.625000 Penalty: 4646.541504
	Iteration 90Q: 3 clusters Score -1733626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1733626.000000 Penalty: 4646.541504
	Iteration 91Q: 3 clusters Score -1733626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1733621.125000 Penalty: 4646.541504
	Iteration 92Q: 3 clusters Score -1733621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1733622.375000 Penalty: 4646.541504
	Iteration 93Q: 3 clusters Score -1733622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1733622.625000 Penalty: 4646.541504
	Iteration 94Q: 3 clusters Score -1733623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1733618.875000 Penalty: 4646.541504
	Iteration 95Q: 3 clusters Score -1733619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1733619.625000 Penalty: 4646.541504
	Iteration 96Q: 3 clusters Score -1733620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1733618.250000 Penalty: 4646.541504
	Iteration 97Q: 3 clusters Score -1733618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1733618.250000 Penalty: 4646.541504
	Iteration 98F: 3 clusters Score -1733618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Entering Unmasked Estep 
Score: -2571401.000000 Penalty: 2437.974121
	Iteration 0F: 2 clusters Score -2571401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2558249.000000 Penalty: 4875.948242
	Iteration 0F: 3 clusters Score -2558249 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2563098.750000 Penalty: 4875.948242
	Iteration 1F: 3 clusters Score -2563099 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2563941.000000 Penalty: 4875.948242
	Iteration 2F: 3 clusters Score -2563941 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2564887.250000 Penalty: 4875.948242
	Iteration 3F: 3 clusters Score -2564887 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2565791.000000 Penalty: 4875.948242
	Iteration 4F: 3 clusters Score -2565791 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2566575.250000 Penalty: 4875.948242
	Iteration 5F: 3 clusters Score -2566575 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -2567119.250000 Penalty: 4875.948242
	Iteration 6F: 3 clusters Score -2567119 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2567481.750000 Penalty: 4875.948242
	Iteration 7Q: 3 clusters Score -2567482 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2567764.250000 Penalty: 4875.948242
	Iteration 8Q: 3 clusters Score -2567764 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2568002.000000 Penalty: 4875.948242
	Iteration 9Q: 3 clusters Score -2568002 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2568241.250000 Penalty: 4875.948242
	Iteration 10Q: 3 clusters Score -2568241 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2568456.750000 Penalty: 4875.948242
	Iteration 11Q: 3 clusters Score -2568457 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2568664.500000 Penalty: 4875.948242
	Iteration 12Q: 3 clusters Score -2568664 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2568846.250000 Penalty: 4875.948242
	Iteration 13Q: 3 clusters Score -2568846 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2569011.250000 Penalty: 4875.948242
	Iteration 14Q: 3 clusters Score -2569011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2569131.750000 Penalty: 4875.948242
	Iteration 15Q: 3 clusters Score -2569132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2569250.750000 Penalty: 4875.948242
	Iteration 16Q: 3 clusters Score -2569251 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2569337.000000 Penalty: 4875.948242
	Iteration 17Q: 3 clusters Score -2569337 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2569404.750000 Penalty: 4875.948242
	Iteration 18Q: 3 clusters Score -2569405 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2569472.250000 Penalty: 4875.948242
	Iteration 19Q: 3 clusters Score -2569472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -2569540.000000 Penalty: 4875.948242
	Iteration 20F: 3 clusters Score -2569540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2569590.500000 Penalty: 4875.948242
	Iteration 21Q: 3 clusters Score -2569590 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -2569632.500000 Penalty: 4875.948242
	Iteration 22Q: 3 clusters Score -2569632 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2569668.750000 Penalty: 4875.948242
	Iteration 23Q: 3 clusters Score -2569669 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2569701.500000 Penalty: 4875.948242
	Iteration 24Q: 3 clusters Score -2569702 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2569748.500000 Penalty: 4875.948242
	Iteration 25Q: 3 clusters Score -2569748 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2569775.250000 Penalty: 4875.948242
	Iteration 26Q: 3 clusters Score -2569775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -2569791.000000 Penalty: 4875.948242
	Iteration 27Q: 3 clusters Score -2569791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2569809.250000 Penalty: 4875.948242
	Iteration 28Q: 3 clusters Score -2569809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2569837.250000 Penalty: 4875.948242
	Iteration 29Q: 3 clusters Score -2569837 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2569861.750000 Penalty: 4875.948242
	Iteration 30Q: 3 clusters Score -2569862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2569895.000000 Penalty: 4875.948242
	Iteration 31Q: 3 clusters Score -2569895 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2569917.000000 Penalty: 4875.948242
	Iteration 32Q: 3 clusters Score -2569917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2569940.500000 Penalty: 4875.948242
	Iteration 33Q: 3 clusters Score -2569940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2569949.500000 Penalty: 4875.948242
	Iteration 34Q: 3 clusters Score -2569950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2569965.750000 Penalty: 4875.948242
	Iteration 35Q: 3 clusters Score -2569966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2569987.750000 Penalty: 4875.948242
	Iteration 36Q: 3 clusters Score -2569988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2570003.500000 Penalty: 4875.948242
	Iteration 37Q: 3 clusters Score -2570004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2570014.000000 Penalty: 4875.948242
	Iteration 38Q: 3 clusters Score -2570014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2570027.500000 Penalty: 4875.948242
	Iteration 39Q: 3 clusters Score -2570028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2570040.750000 Penalty: 4875.948242
	Iteration 40F: 3 clusters Score -2570041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2570040.750000 Penalty: 4875.948242
	Iteration 41Q: 3 clusters Score -2570041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2570043.250000 Penalty: 4875.948242
	Iteration 42Q: 3 clusters Score -2570043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2570048.500000 Penalty: 4875.948242
	Iteration 43Q: 3 clusters Score -2570048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -2570047.750000 Penalty: 4875.948242
	Iteration 44Q: 3 clusters Score -2570048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2570051.500000 Penalty: 4875.948242
	Iteration 45Q: 3 clusters Score -2570052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2570066.000000 Penalty: 4875.948242
	Iteration 46Q: 3 clusters Score -2570066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2570066.250000 Penalty: 4875.948242
	Iteration 47Q: 3 clusters Score -2570066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2570071.500000 Penalty: 4875.948242
	Iteration 48Q: 3 clusters Score -2570072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2570070.500000 Penalty: 4875.948242
	Iteration 49Q: 3 clusters Score -2570070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2570070.250000 Penalty: 4875.948242
	Iteration 50Q: 3 clusters Score -2570070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2570071.000000 Penalty: 4875.948242
	Iteration 51Q: 3 clusters Score -2570071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2570070.000000 Penalty: 4875.948242
	Iteration 52Q: 3 clusters Score -2570070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2570069.500000 Penalty: 4875.948242
	Iteration 53Q: 3 clusters Score -2570070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2570070.750000 Penalty: 4875.948242
	Iteration 54Q: 3 clusters Score -2570071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2570071.000000 Penalty: 4875.948242
	Iteration 55Q: 3 clusters Score -2570071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2570073.000000 Penalty: 4875.948242
	Iteration 56Q: 3 clusters Score -2570073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2570074.000000 Penalty: 4875.948242
	Iteration 57Q: 3 clusters Score -2570074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2570075.250000 Penalty: 4875.948242
	Iteration 58Q: 3 clusters Score -2570075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2570074.000000 Penalty: 4875.948242
	Iteration 59Q: 3 clusters Score -2570074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2570076.000000 Penalty: 4875.948242
	Iteration 60F: 3 clusters Score -2570076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2570078.750000 Penalty: 4875.948242
	Iteration 61Q: 3 clusters Score -2570079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2570078.250000 Penalty: 4875.948242
	Iteration 62Q: 3 clusters Score -2570078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -2570073.000000 Penalty: 4875.948242
	Iteration 63Q: 3 clusters Score -2570073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2570071.750000 Penalty: 4875.948242
	Iteration 64Q: 3 clusters Score -2570072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2570072.250000 Penalty: 4875.948242
	Iteration 65Q: 3 clusters Score -2570072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -2570075.500000 Penalty: 4875.948242
	Iteration 66Q: 3 clusters Score -2570076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2570081.250000 Penalty: 4875.948242
	Iteration 67Q: 3 clusters Score -2570081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2570078.000000 Penalty: 4875.948242
	Iteration 68Q: 3 clusters Score -2570078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2570079.000000 Penalty: 4875.948242
	Iteration 69Q: 3 clusters Score -2570079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2570079.500000 Penalty: 4875.948242
	Iteration 70Q: 3 clusters Score -2570080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2570079.500000 Penalty: 4875.948242
	Iteration 71F: 3 clusters Score -2570080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Entering Unmasked Estep 
Score: -3226543.500000 Penalty: 2473.018066
	Iteration 0F: 2 clusters Score -3226544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -3211400.250000 Penalty: 4946.036133
	Iteration 0F: 3 clusters Score -3211400 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3216678.750000 Penalty: 4946.036133
	Iteration 1F: 3 clusters Score -3216679 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -3217168.250000 Penalty: 4946.036133
	Iteration 2F: 3 clusters Score -3217168 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -3217705.000000 Penalty: 4946.036133
	Iteration 3F: 3 clusters Score -3217705 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3218263.250000 Penalty: 4946.036133
	Iteration 4Q: 3 clusters Score -3218263 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3218901.750000 Penalty: 4946.036133
	Iteration 5Q: 3 clusters Score -3218902 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3219528.500000 Penalty: 4946.036133
	Iteration 6F: 3 clusters Score -3219528 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -3220160.250000 Penalty: 4946.036133
	Iteration 7Q: 3 clusters Score -3220160 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3220739.000000 Penalty: 4946.036133
	Iteration 8Q: 3 clusters Score -3220739 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3221222.000000 Penalty: 4946.036133
	Iteration 9Q: 3 clusters Score -3221222 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3221644.500000 Penalty: 4946.036133
	Iteration 10Q: 3 clusters Score -3221644 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3222023.000000 Penalty: 4946.036133
	Iteration 11Q: 3 clusters Score -3222023 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3222377.000000 Penalty: 4946.036133
	Iteration 12Q: 3 clusters Score -3222377 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -3222682.250000 Penalty: 4946.036133
	Iteration 13Q: 3 clusters Score -3222682 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3222935.750000 Penalty: 4946.036133
	Iteration 14Q: 3 clusters Score -3222936 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -3223148.750000 Penalty: 4946.036133
	Iteration 15Q: 3 clusters Score -3223149 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3223331.500000 Penalty: 4946.036133
	Iteration 16Q: 3 clusters Score -3223332 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3223486.250000 Penalty: 4946.036133
	Iteration 17Q: 3 clusters Score -3223486 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3223619.250000 Penalty: 4946.036133
	Iteration 18Q: 3 clusters Score -3223619 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3223744.750000 Penalty: 4946.036133
	Iteration 19Q: 3 clusters Score -3223745 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3223886.250000 Penalty: 4946.036133
	Iteration 20F: 3 clusters Score -3223886 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3224022.500000 Penalty: 4946.036133
	Iteration 21Q: 3 clusters Score -3224022 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3224125.500000 Penalty: 4946.036133
	Iteration 22Q: 3 clusters Score -3224126 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3224198.000000 Penalty: 4946.036133
	Iteration 23Q: 3 clusters Score -3224198 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3224271.500000 Penalty: 4946.036133
	Iteration 24Q: 3 clusters Score -3224272 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3224349.750000 Penalty: 4946.036133
	Iteration 25Q: 3 clusters Score -3224350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3224407.500000 Penalty: 4946.036133
	Iteration 26Q: 3 clusters Score -3224408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3224446.000000 Penalty: 4946.036133
	Iteration 27Q: 3 clusters Score -3224446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3224483.500000 Penalty: 4946.036133
	Iteration 28Q: 3 clusters Score -3224484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3224508.500000 Penalty: 4946.036133
	Iteration 29Q: 3 clusters Score -3224508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3224529.750000 Penalty: 4946.036133
	Iteration 30Q: 3 clusters Score -3224530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3224543.000000 Penalty: 4946.036133
	Iteration 31Q: 3 clusters Score -3224543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3224550.500000 Penalty: 4946.036133
	Iteration 32Q: 3 clusters Score -3224550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3224556.000000 Penalty: 4946.036133
	Iteration 33Q: 3 clusters Score -3224556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3224561.750000 Penalty: 4946.036133
	Iteration 34Q: 3 clusters Score -3224562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3224571.500000 Penalty: 4946.036133
	Iteration 35Q: 3 clusters Score -3224572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3224577.000000 Penalty: 4946.036133
	Iteration 36Q: 3 clusters Score -3224577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3224581.500000 Penalty: 4946.036133
	Iteration 37Q: 3 clusters Score -3224582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3224588.000000 Penalty: 4946.036133
	Iteration 38Q: 3 clusters Score -3224588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3224595.750000 Penalty: 4946.036133
	Iteration 39Q: 3 clusters Score -3224596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3224599.000000 Penalty: 4946.036133
	Iteration 40F: 3 clusters Score -3224599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3224602.250000 Penalty: 4946.036133
	Iteration 41Q: 3 clusters Score -3224602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3224603.500000 Penalty: 4946.036133
	Iteration 42Q: 3 clusters Score -3224604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3224601.750000 Penalty: 4946.036133
	Iteration 43Q: 3 clusters Score -3224602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3224604.000000 Penalty: 4946.036133
	Iteration 44Q: 3 clusters Score -3224604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3224606.000000 Penalty: 4946.036133
	Iteration 45Q: 3 clusters Score -3224606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3224610.750000 Penalty: 4946.036133
	Iteration 46Q: 3 clusters Score -3224611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3224616.250000 Penalty: 4946.036133
	Iteration 47Q: 3 clusters Score -3224616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3224618.500000 Penalty: 4946.036133
	Iteration 48Q: 3 clusters Score -3224618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3224616.000000 Penalty: 4946.036133
	Iteration 49Q: 3 clusters Score -3224616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3224622.500000 Penalty: 4946.036133
	Iteration 50Q: 3 clusters Score -3224622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3224621.000000 Penalty: 4946.036133
	Iteration 51Q: 3 clusters Score -3224621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3224622.250000 Penalty: 4946.036133
	Iteration 52Q: 3 clusters Score -3224622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3224622.750000 Penalty: 4946.036133
	Iteration 53Q: 3 clusters Score -3224623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3224622.750000 Penalty: 4946.036133
	Iteration 54F: 3 clusters Score -3224623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Entering Unmasked Estep 
Score: -1789446.250000 Penalty: 2330.802002
	Iteration 0F: 2 clusters Score -1789446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1780508.375000 Penalty: 4661.604004
	Iteration 0F: 3 clusters Score -1780508 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1783701.625000 Penalty: 4661.604004
	Iteration 1F: 3 clusters Score -1783702 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1784657.625000 Penalty: 4661.604004
	Iteration 2F: 3 clusters Score -1784658 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1785615.625000 Penalty: 4661.604004
	Iteration 3F: 3 clusters Score -1785616 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1786532.250000 Penalty: 4661.604004
	Iteration 4F: 3 clusters Score -1786532 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1787137.875000 Penalty: 4661.604004
	Iteration 5F: 3 clusters Score -1787138 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1787492.875000 Penalty: 4661.604004
	Iteration 6Q: 3 clusters Score -1787493 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1787687.250000 Penalty: 4661.604004
	Iteration 7Q: 3 clusters Score -1787687 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1787832.125000 Penalty: 4661.604004
	Iteration 8Q: 3 clusters Score -1787832 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1787948.125000 Penalty: 4661.604004
	Iteration 9Q: 3 clusters Score -1787948 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1788043.125000 Penalty: 4661.604004
	Iteration 10Q: 3 clusters Score -1788043 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1788150.875000 Penalty: 4661.604004
	Iteration 11Q: 3 clusters Score -1788151 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1788247.875000 Penalty: 4661.604004
	Iteration 12Q: 3 clusters Score -1788248 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1788350.375000 Penalty: 4661.604004
	Iteration 13Q: 3 clusters Score -1788350 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1788445.125000 Penalty: 4661.604004
	Iteration 14Q: 3 clusters Score -1788445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1788540.000000 Penalty: 4661.604004
	Iteration 15Q: 3 clusters Score -1788540 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1788622.000000 Penalty: 4661.604004
	Iteration 16Q: 3 clusters Score -1788622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1788672.625000 Penalty: 4661.604004
	Iteration 17Q: 3 clusters Score -1788673 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1788710.375000 Penalty: 4661.604004
	Iteration 18Q: 3 clusters Score -1788710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1788756.750000 Penalty: 4661.604004
	Iteration 19Q: 3 clusters Score -1788757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1788784.500000 Penalty: 4661.604004
	Iteration 20F: 3 clusters Score -1788784 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1788802.000000 Penalty: 4661.604004
	Iteration 21Q: 3 clusters Score -1788802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1788809.875000 Penalty: 4661.604004
	Iteration 22Q: 3 clusters Score -1788810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1788820.750000 Penalty: 4661.604004
	Iteration 23Q: 3 clusters Score -1788821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1788834.750000 Penalty: 4661.604004
	Iteration 24Q: 3 clusters Score -1788835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1788850.250000 Penalty: 4661.604004
	Iteration 25Q: 3 clusters Score -1788850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1788861.750000 Penalty: 4661.604004
	Iteration 26Q: 3 clusters Score -1788862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1788883.125000 Penalty: 4661.604004
	Iteration 27Q: 3 clusters Score -1788883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1788897.375000 Penalty: 4661.604004
	Iteration 28Q: 3 clusters Score -1788897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1788902.375000 Penalty: 4661.604004
	Iteration 29Q: 3 clusters Score -1788902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1788915.125000 Penalty: 4661.604004
	Iteration 30Q: 3 clusters Score -1788915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1788914.250000 Penalty: 4661.604004
	Iteration 31Q: 3 clusters Score -1788914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1788917.500000 Penalty: 4661.604004
	Iteration 32Q: 3 clusters Score -1788918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1788916.500000 Penalty: 4661.604004
	Iteration 33Q: 3 clusters Score -1788916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1788917.250000 Penalty: 4661.604004
	Iteration 34Q: 3 clusters Score -1788917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1788917.875000 Penalty: 4661.604004
	Iteration 35Q: 3 clusters Score -1788918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1788919.875000 Penalty: 4661.604004
	Iteration 36Q: 3 clusters Score -1788920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1788919.875000 Penalty: 4661.604004
	Iteration 37Q: 3 clusters Score -1788920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1788921.375000 Penalty: 4661.604004
	Iteration 38Q: 3 clusters Score -1788921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1788919.500000 Penalty: 4661.604004
	Iteration 39Q: 3 clusters Score -1788920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1788919.500000 Penalty: 4661.604004
	Iteration 40F: 3 clusters Score -1788920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Entering Unmasked Estep 
Score: -1162797.750000 Penalty: 2234.373291
	Iteration 0F: 2 clusters Score -1162798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1156301.875000 Penalty: 4468.746582
	Iteration 0F: 3 clusters Score -1156302 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1158238.625000 Penalty: 4468.746582
	Iteration 1F: 3 clusters Score -1158239 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1158642.625000 Penalty: 4468.746582
	Iteration 2F: 3 clusters Score -1158643 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1159004.750000 Penalty: 4468.746582
	Iteration 3F: 3 clusters Score -1159005 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1159273.375000 Penalty: 4468.746582
	Iteration 4F: 3 clusters Score -1159273 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1159559.875000 Penalty: 4468.746582
	Iteration 5Q: 3 clusters Score -1159560 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1159831.875000 Penalty: 4468.746582
	Iteration 6Q: 3 clusters Score -1159832 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1160086.750000 Penalty: 4468.746582
	Iteration 7Q: 3 clusters Score -1160087 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1160306.750000 Penalty: 4468.746582
	Iteration 8Q: 3 clusters Score -1160307 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1160479.500000 Penalty: 4468.746582
	Iteration 9Q: 3 clusters Score -1160480 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1160615.375000 Penalty: 4468.746582
	Iteration 10Q: 3 clusters Score -1160615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1160720.375000 Penalty: 4468.746582
	Iteration 11Q: 3 clusters Score -1160720 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1160809.875000 Penalty: 4468.746582
	Iteration 12Q: 3 clusters Score -1160810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1160879.375000 Penalty: 4468.746582
	Iteration 13Q: 3 clusters Score -1160879 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1160932.625000 Penalty: 4468.746582
	Iteration 14Q: 3 clusters Score -1160933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1160987.875000 Penalty: 4468.746582
	Iteration 15Q: 3 clusters Score -1160988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1161036.750000 Penalty: 4468.746582
	Iteration 16Q: 3 clusters Score -1161037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1161069.125000 Penalty: 4468.746582
	Iteration 17Q: 3 clusters Score -1161069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1161100.875000 Penalty: 4468.746582
	Iteration 18Q: 3 clusters Score -1161101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1161117.375000 Penalty: 4468.746582
	Iteration 19Q: 3 clusters Score -1161117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1161126.750000 Penalty: 4468.746582
	Iteration 20F: 3 clusters Score -1161127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1161142.250000 Penalty: 4468.746582
	Iteration 21Q: 3 clusters Score -1161142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1161147.500000 Penalty: 4468.746582
	Iteration 22Q: 3 clusters Score -1161148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1161154.625000 Penalty: 4468.746582
	Iteration 23Q: 3 clusters Score -1161155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1161160.500000 Penalty: 4468.746582
	Iteration 24Q: 3 clusters Score -1161160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1161164.375000 Penalty: 4468.746582
	Iteration 25Q: 3 clusters Score -1161164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1161170.875000 Penalty: 4468.746582
	Iteration 26Q: 3 clusters Score -1161171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1161173.625000 Penalty: 4468.746582
	Iteration 27Q: 3 clusters Score -1161174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1161173.375000 Penalty: 4468.746582
	Iteration 28Q: 3 clusters Score -1161173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1161174.750000 Penalty: 4468.746582
	Iteration 29Q: 3 clusters Score -1161175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1161176.625000 Penalty: 4468.746582
	Iteration 30Q: 3 clusters Score -1161177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1161177.000000 Penalty: 4468.746582
	Iteration 31Q: 3 clusters Score -1161177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1161177.375000 Penalty: 4468.746582
	Iteration 32Q: 3 clusters Score -1161177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1161181.375000 Penalty: 4468.746582
	Iteration 33Q: 3 clusters Score -1161181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1161182.375000 Penalty: 4468.746582
	Iteration 34Q: 3 clusters Score -1161182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1161182.750000 Penalty: 4468.746582
	Iteration 35Q: 3 clusters Score -1161183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1161185.125000 Penalty: 4468.746582
	Iteration 36Q: 3 clusters Score -1161185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1161185.000000 Penalty: 4468.746582
	Iteration 37Q: 3 clusters Score -1161185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1161185.250000 Penalty: 4468.746582
	Iteration 38Q: 3 clusters Score -1161185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1161185.875000 Penalty: 4468.746582
	Iteration 39Q: 3 clusters Score -1161186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1161184.625000 Penalty: 4468.746582
	Iteration 40F: 3 clusters Score -1161185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1161185.875000 Penalty: 4468.746582
	Iteration 41Q: 3 clusters Score -1161186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1161187.875000 Penalty: 4468.746582
	Iteration 42Q: 3 clusters Score -1161188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1161189.250000 Penalty: 4468.746582
	Iteration 43Q: 3 clusters Score -1161189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1161190.875000 Penalty: 4468.746582
	Iteration 44Q: 3 clusters Score -1161191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1161190.875000 Penalty: 4468.746582
	Iteration 45F: 3 clusters Score -1161191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Entering Unmasked Estep 
Score: -4762962.500000 Penalty: 2572.424316
	Iteration 0F: 2 clusters Score -4762962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4741093.000000 Penalty: 5144.848633
	Iteration 0F: 3 clusters Score -4741093 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4749016.500000 Penalty: 5144.848633
	Iteration 1F: 3 clusters Score -4749016 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -4749435.000000 Penalty: 5144.848633
	Iteration 2Q: 3 clusters Score -4749435 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4749762.000000 Penalty: 5144.848633
	Iteration 3Q: 3 clusters Score -4749762 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4750017.000000 Penalty: 5144.848633
	Iteration 4Q: 3 clusters Score -4750017 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -4750274.500000 Penalty: 5144.848633
	Iteration 5Q: 3 clusters Score -4750274 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4750518.000000 Penalty: 5144.848633
	Iteration 6Q: 3 clusters Score -4750518 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4750808.500000 Penalty: 5144.848633
	Iteration 7Q: 3 clusters Score -4750808 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -4751184.000000 Penalty: 5144.848633
	Iteration 8Q: 3 clusters Score -4751184 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -4751723.500000 Penalty: 5144.848633
	Iteration 9Q: 3 clusters Score -4751724 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -4752522.000000 Penalty: 5144.848633
	Iteration 10Q: 3 clusters Score -4752522 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4753780.500000 Penalty: 5144.848633
	Iteration 11F: 3 clusters Score -4753780 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -4755273.500000 Penalty: 5144.848633
	Iteration 12F: 3 clusters Score -4755274 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4756760.500000 Penalty: 5144.848633
	Iteration 13F: 3 clusters Score -4756760 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4758002.000000 Penalty: 5144.848633
	Iteration 14Q: 3 clusters Score -4758002 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -4758875.500000 Penalty: 5144.848633
	Iteration 15Q: 3 clusters Score -4758876 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -4759452.000000 Penalty: 5144.848633
	Iteration 16Q: 3 clusters Score -4759452 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4759812.000000 Penalty: 5144.848633
	Iteration 17Q: 3 clusters Score -4759812 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4760078.500000 Penalty: 5144.848633
	Iteration 18Q: 3 clusters Score -4760078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4760269.000000 Penalty: 5144.848633
	Iteration 19Q: 3 clusters Score -4760269 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4760411.000000 Penalty: 5144.848633
	Iteration 20F: 3 clusters Score -4760411 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -4760511.500000 Penalty: 5144.848633
	Iteration 21Q: 3 clusters Score -4760512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4760586.500000 Penalty: 5144.848633
	Iteration 22Q: 3 clusters Score -4760586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -4760637.500000 Penalty: 5144.848633
	Iteration 23Q: 3 clusters Score -4760638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4760659.000000 Penalty: 5144.848633
	Iteration 24Q: 3 clusters Score -4760659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4760681.500000 Penalty: 5144.848633
	Iteration 25Q: 3 clusters Score -4760682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4760699.500000 Penalty: 5144.848633
	Iteration 26Q: 3 clusters Score -4760700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4760706.000000 Penalty: 5144.848633
	Iteration 27Q: 3 clusters Score -4760706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4760719.000000 Penalty: 5144.848633
	Iteration 28Q: 3 clusters Score -4760719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -4760726.500000 Penalty: 5144.848633
	Iteration 29Q: 3 clusters Score -4760726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -4760729.500000 Penalty: 5144.848633
	Iteration 30Q: 3 clusters Score -4760730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -4760732.000000 Penalty: 5144.848633
	Iteration 31Q: 3 clusters Score -4760732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -4760738.000000 Penalty: 5144.848633
	Iteration 32Q: 3 clusters Score -4760738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -4760739.500000 Penalty: 5144.848633
	Iteration 33Q: 3 clusters Score -4760740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4760742.000000 Penalty: 5144.848633
	Iteration 34Q: 3 clusters Score -4760742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -4760748.500000 Penalty: 5144.848633
	Iteration 35Q: 3 clusters Score -4760748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4760745.500000 Penalty: 5144.848633
	Iteration 36Q: 3 clusters Score -4760746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4760748.000000 Penalty: 5144.848633
	Iteration 37Q: 3 clusters Score -4760748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -4760747.000000 Penalty: 5144.848633
	Iteration 38Q: 3 clusters Score -4760747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4760747.500000 Penalty: 5144.848633
	Iteration 39Q: 3 clusters Score -4760748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -4760753.000000 Penalty: 5144.848633
	Iteration 40F: 3 clusters Score -4760753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -58991.566406 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -58991.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57722.750000 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -57722.75 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58277.804688 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58277.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58705.546875 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58705.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58865.539062 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -58865.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58904.886719 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58904.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58921.878906 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58921.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58930.113281 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58930.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58934.757812 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58934.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58936.378906 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -58936.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58937.417969 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -58937.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58945.652344 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -58945.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58948.816406 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -58948.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58952.375000 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -58952.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58961.871094 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -58961.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -58962.320312 Penalty: 3072.425049
	Iteration 14F: 3 clusters Score -58962.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59039.789062 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -59039.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -59045.238281 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -59045.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59050.082031 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -59050.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59050.082031 Penalty: 3072.425049
	Iteration 18F: 3 clusters Score -59050.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 60100 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 48795 members 
Mstep: Class 30 contains 13225 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97687 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 165 members 
Entering Unmasked Estep 
Score: -115067104.000000 Penalty: 171962.734375
Splitting cluster 13 changes total score from -115068736.000000 to -115067104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Entering Unmasked Estep 
Score: -1472064.375000 Penalty: 2282.397217
	Iteration 0F: 2 clusters Score -1472064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1464377.750000 Penalty: 4564.794434
	Iteration 0F: 3 clusters Score -1464378 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1466557.125000 Penalty: 4564.794434
	Iteration 1F: 3 clusters Score -1466557 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1466860.125000 Penalty: 4564.794434
	Iteration 2F: 3 clusters Score -1466860 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1467057.000000 Penalty: 4564.794434
	Iteration 3F: 3 clusters Score -1467057 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1467205.250000 Penalty: 4564.794434
	Iteration 4Q: 3 clusters Score -1467205 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1467322.750000 Penalty: 4564.794434
	Iteration 5Q: 3 clusters Score -1467323 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1467413.000000 Penalty: 4564.794434
	Iteration 6Q: 3 clusters Score -1467413 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1467498.750000 Penalty: 4564.794434
	Iteration 7Q: 3 clusters Score -1467499 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1467585.875000 Penalty: 4564.794434
	Iteration 8Q: 3 clusters Score -1467586 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1467688.250000 Penalty: 4564.794434
	Iteration 9Q: 3 clusters Score -1467688 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1467806.000000 Penalty: 4564.794434
	Iteration 10Q: 3 clusters Score -1467806 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1467944.000000 Penalty: 4564.794434
	Iteration 11Q: 3 clusters Score -1467944 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1468105.750000 Penalty: 4564.794434
	Iteration 12Q: 3 clusters Score -1468106 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1468270.125000 Penalty: 4564.794434
	Iteration 13Q: 3 clusters Score -1468270 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1468456.500000 Penalty: 4564.794434
	Iteration 14Q: 3 clusters Score -1468456 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1468680.375000 Penalty: 4564.794434
	Iteration 15Q: 3 clusters Score -1468680 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1468893.250000 Penalty: 4564.794434
	Iteration 16Q: 3 clusters Score -1468893 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1469096.250000 Penalty: 4564.794434
	Iteration 17Q: 3 clusters Score -1469096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1469320.875000 Penalty: 4564.794434
	Iteration 18Q: 3 clusters Score -1469321 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1469504.125000 Penalty: 4564.794434
	Iteration 19Q: 3 clusters Score -1469504 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1469654.750000 Penalty: 4564.794434
	Iteration 20F: 3 clusters Score -1469655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1469760.000000 Penalty: 4564.794434
	Iteration 21Q: 3 clusters Score -1469760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1469829.500000 Penalty: 4564.794434
	Iteration 22Q: 3 clusters Score -1469830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1469890.125000 Penalty: 4564.794434
	Iteration 23Q: 3 clusters Score -1469890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1469933.125000 Penalty: 4564.794434
	Iteration 24Q: 3 clusters Score -1469933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1469974.375000 Penalty: 4564.794434
	Iteration 25Q: 3 clusters Score -1469974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1469988.500000 Penalty: 4564.794434
	Iteration 26Q: 3 clusters Score -1469988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1470016.875000 Penalty: 4564.794434
	Iteration 27Q: 3 clusters Score -1470017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1470033.625000 Penalty: 4564.794434
	Iteration 28Q: 3 clusters Score -1470034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1470039.750000 Penalty: 4564.794434
	Iteration 29Q: 3 clusters Score -1470040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1470042.125000 Penalty: 4564.794434
	Iteration 30Q: 3 clusters Score -1470042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1470043.500000 Penalty: 4564.794434
	Iteration 31Q: 3 clusters Score -1470044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1470048.375000 Penalty: 4564.794434
	Iteration 32Q: 3 clusters Score -1470048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1470049.875000 Penalty: 4564.794434
	Iteration 33Q: 3 clusters Score -1470050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1470050.250000 Penalty: 4564.794434
	Iteration 34Q: 3 clusters Score -1470050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1470053.375000 Penalty: 4564.794434
	Iteration 35Q: 3 clusters Score -1470053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1470056.125000 Penalty: 4564.794434
	Iteration 36Q: 3 clusters Score -1470056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1470060.375000 Penalty: 4564.794434
	Iteration 37Q: 3 clusters Score -1470060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1470072.625000 Penalty: 4564.794434
	Iteration 38Q: 3 clusters Score -1470073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1470074.625000 Penalty: 4564.794434
	Iteration 39Q: 3 clusters Score -1470075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1470078.875000 Penalty: 4564.794434
	Iteration 40F: 3 clusters Score -1470079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1470080.625000 Penalty: 4564.794434
	Iteration 41Q: 3 clusters Score -1470081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1470086.125000 Penalty: 4564.794434
	Iteration 42Q: 3 clusters Score -1470086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1470087.875000 Penalty: 4564.794434
	Iteration 43Q: 3 clusters Score -1470088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1470087.875000 Penalty: 4564.794434
	Iteration 44F: 3 clusters Score -1470088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Entering Unmasked Estep 
Score: -8435734.000000 Penalty: 2728.933838
	Iteration 0F: 2 clusters Score -8435734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -8395279.000000 Penalty: 5457.867676
	Iteration 0F: 3 clusters Score -8395279 nChanged 27921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -8411419.000000 Penalty: 5457.867676
	Iteration 1F: 3 clusters Score -8411419 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8412608.000000 Penalty: 5457.867676
	Iteration 2Q: 3 clusters Score -8412608 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -8414028.000000 Penalty: 5457.867676
	Iteration 3F: 3 clusters Score -8414028 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -8415755.000000 Penalty: 5457.867676
	Iteration 4F: 3 clusters Score -8415755 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8417949.000000 Penalty: 5457.867676
	Iteration 5F: 3 clusters Score -8417949 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8420561.000000 Penalty: 5457.867676
	Iteration 6F: 3 clusters Score -8420561 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8423486.000000 Penalty: 5457.867676
	Iteration 7F: 3 clusters Score -8423486 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -8426604.000000 Penalty: 5457.867676
	Iteration 8F: 3 clusters Score -8426604 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -8429384.000000 Penalty: 5457.867676
	Iteration 9F: 3 clusters Score -8429384 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -8431450.000000 Penalty: 5457.867676
	Iteration 10Q: 3 clusters Score -8431450 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -8432743.000000 Penalty: 5457.867676
	Iteration 11Q: 3 clusters Score -8432743 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -8433437.000000 Penalty: 5457.867676
	Iteration 12Q: 3 clusters Score -8433437 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -8433776.000000 Penalty: 5457.867676
	Iteration 13Q: 3 clusters Score -8433776 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -8433958.000000 Penalty: 5457.867676
	Iteration 14Q: 3 clusters Score -8433958 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -8434094.000000 Penalty: 5457.867676
	Iteration 15Q: 3 clusters Score -8434094 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -8434184.000000 Penalty: 5457.867676
	Iteration 16Q: 3 clusters Score -8434184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -8434260.000000 Penalty: 5457.867676
	Iteration 17Q: 3 clusters Score -8434260 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -8434296.000000 Penalty: 5457.867676
	Iteration 18Q: 3 clusters Score -8434296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -8434353.000000 Penalty: 5457.867676
	Iteration 19Q: 3 clusters Score -8434353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -8434382.000000 Penalty: 5457.867676
	Iteration 20F: 3 clusters Score -8434382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -8434435.000000 Penalty: 5457.867676
	Iteration 21Q: 3 clusters Score -8434435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -8434486.000000 Penalty: 5457.867676
	Iteration 22Q: 3 clusters Score -8434486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -8434535.000000 Penalty: 5457.867676
	Iteration 23Q: 3 clusters Score -8434535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -8434570.000000 Penalty: 5457.867676
	Iteration 24Q: 3 clusters Score -8434570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -8434604.000000 Penalty: 5457.867676
	Iteration 25Q: 3 clusters Score -8434604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 58954 members 
Entering Unmasked Estep 
Score: -8434624.000000 Penalty: 5457.867676
	Iteration 26Q: 3 clusters Score -8434624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -8434643.000000 Penalty: 5457.867676
	Iteration 27Q: 3 clusters Score -8434643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -8434655.000000 Penalty: 5457.867676
	Iteration 28Q: 3 clusters Score -8434655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 58978 members 
Entering Unmasked Estep 
Score: -8434668.000000 Penalty: 5457.867676
	Iteration 29Q: 3 clusters Score -8434668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -8434660.000000 Penalty: 5457.867676
	Iteration 30Q: 3 clusters Score -8434660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -8434659.000000 Penalty: 5457.867676
	Iteration 31Q: 3 clusters Score -8434659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -8434655.000000 Penalty: 5457.867676
	Iteration 32Q: 3 clusters Score -8434655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -8434655.000000 Penalty: 5457.867676
	Iteration 33F: 3 clusters Score -8434655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Entering Unmasked Estep 
Score: -1416127.125000 Penalty: 2274.994629
	Iteration 0F: 2 clusters Score -1416127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1408721.500000 Penalty: 4549.989258
	Iteration 0F: 3 clusters Score -1408722 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1410877.250000 Penalty: 4549.989258
	Iteration 1F: 3 clusters Score -1410877 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1411187.750000 Penalty: 4549.989258
	Iteration 2F: 3 clusters Score -1411188 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1411431.625000 Penalty: 4549.989258
	Iteration 3F: 3 clusters Score -1411432 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1411634.000000 Penalty: 4549.989258
	Iteration 4Q: 3 clusters Score -1411634 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1411860.125000 Penalty: 4549.989258
	Iteration 5Q: 3 clusters Score -1411860 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1412122.500000 Penalty: 4549.989258
	Iteration 6Q: 3 clusters Score -1412122 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1412388.875000 Penalty: 4549.989258
	Iteration 7Q: 3 clusters Score -1412389 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1412690.000000 Penalty: 4549.989258
	Iteration 8Q: 3 clusters Score -1412690 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1412982.125000 Penalty: 4549.989258
	Iteration 9Q: 3 clusters Score -1412982 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1413220.250000 Penalty: 4549.989258
	Iteration 10Q: 3 clusters Score -1413220 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1413439.500000 Penalty: 4549.989258
	Iteration 11Q: 3 clusters Score -1413440 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1413630.500000 Penalty: 4549.989258
	Iteration 12Q: 3 clusters Score -1413630 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1413797.500000 Penalty: 4549.989258
	Iteration 13Q: 3 clusters Score -1413798 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1413948.250000 Penalty: 4549.989258
	Iteration 14Q: 3 clusters Score -1413948 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1414073.750000 Penalty: 4549.989258
	Iteration 15Q: 3 clusters Score -1414074 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1414183.375000 Penalty: 4549.989258
	Iteration 16Q: 3 clusters Score -1414183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1414271.250000 Penalty: 4549.989258
	Iteration 17Q: 3 clusters Score -1414271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1414372.500000 Penalty: 4549.989258
	Iteration 18Q: 3 clusters Score -1414372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1414451.875000 Penalty: 4549.989258
	Iteration 19Q: 3 clusters Score -1414452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1414509.375000 Penalty: 4549.989258
	Iteration 20F: 3 clusters Score -1414509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1414565.000000 Penalty: 4549.989258
	Iteration 21Q: 3 clusters Score -1414565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1414619.500000 Penalty: 4549.989258
	Iteration 22Q: 3 clusters Score -1414620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1414646.125000 Penalty: 4549.989258
	Iteration 23Q: 3 clusters Score -1414646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1414671.375000 Penalty: 4549.989258
	Iteration 24Q: 3 clusters Score -1414671 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1414684.625000 Penalty: 4549.989258
	Iteration 25Q: 3 clusters Score -1414685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1414698.500000 Penalty: 4549.989258
	Iteration 26Q: 3 clusters Score -1414698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1414703.375000 Penalty: 4549.989258
	Iteration 27Q: 3 clusters Score -1414703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1414712.625000 Penalty: 4549.989258
	Iteration 28Q: 3 clusters Score -1414713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1414721.125000 Penalty: 4549.989258
	Iteration 29Q: 3 clusters Score -1414721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1414729.125000 Penalty: 4549.989258
	Iteration 30Q: 3 clusters Score -1414729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1414731.875000 Penalty: 4549.989258
	Iteration 31Q: 3 clusters Score -1414732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1414733.250000 Penalty: 4549.989258
	Iteration 32Q: 3 clusters Score -1414733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1414733.750000 Penalty: 4549.989258
	Iteration 33Q: 3 clusters Score -1414734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1414731.625000 Penalty: 4549.989258
	Iteration 34Q: 3 clusters Score -1414732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1414733.875000 Penalty: 4549.989258
	Iteration 35Q: 3 clusters Score -1414734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1414739.125000 Penalty: 4549.989258
	Iteration 36Q: 3 clusters Score -1414739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1414743.875000 Penalty: 4549.989258
	Iteration 37Q: 3 clusters Score -1414744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1414746.750000 Penalty: 4549.989258
	Iteration 38Q: 3 clusters Score -1414747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1414754.625000 Penalty: 4549.989258
	Iteration 39Q: 3 clusters Score -1414755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1414760.000000 Penalty: 4549.989258
	Iteration 40F: 3 clusters Score -1414760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1414766.000000 Penalty: 4549.989258
	Iteration 41Q: 3 clusters Score -1414766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1414771.750000 Penalty: 4549.989258
	Iteration 42Q: 3 clusters Score -1414772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1414771.875000 Penalty: 4549.989258
	Iteration 43Q: 3 clusters Score -1414772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1414775.875000 Penalty: 4549.989258
	Iteration 44Q: 3 clusters Score -1414776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1414776.125000 Penalty: 4549.989258
	Iteration 45Q: 3 clusters Score -1414776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1414775.250000 Penalty: 4549.989258
	Iteration 46Q: 3 clusters Score -1414775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1414775.250000 Penalty: 4549.989258
	Iteration 47F: 3 clusters Score -1414775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -769525.562500 Penalty: 2138.323730
	Iteration 0F: 2 clusters Score -769525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -764724.312500 Penalty: 4276.647461
	Iteration 0F: 3 clusters Score -764724.3 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -766007.375000 Penalty: 4276.647461
	Iteration 1F: 3 clusters Score -766007.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -766401.437500 Penalty: 4276.647461
	Iteration 2F: 3 clusters Score -766401.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -766823.625000 Penalty: 4276.647461
	Iteration 3F: 3 clusters Score -766823.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -767254.312500 Penalty: 4276.647461
	Iteration 4F: 3 clusters Score -767254.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -767602.750000 Penalty: 4276.647461
	Iteration 5F: 3 clusters Score -767602.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -767863.250000 Penalty: 4276.647461
	Iteration 6F: 3 clusters Score -767863.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -768091.312500 Penalty: 4276.647461
	Iteration 7Q: 3 clusters Score -768091.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -768299.250000 Penalty: 4276.647461
	Iteration 8Q: 3 clusters Score -768299.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -768471.437500 Penalty: 4276.647461
	Iteration 9Q: 3 clusters Score -768471.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -768623.125000 Penalty: 4276.647461
	Iteration 10Q: 3 clusters Score -768623.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -768734.562500 Penalty: 4276.647461
	Iteration 11Q: 3 clusters Score -768734.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -768827.812500 Penalty: 4276.647461
	Iteration 12Q: 3 clusters Score -768827.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -768877.125000 Penalty: 4276.647461
	Iteration 13Q: 3 clusters Score -768877.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -768902.187500 Penalty: 4276.647461
	Iteration 14Q: 3 clusters Score -768902.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -768918.562500 Penalty: 4276.647461
	Iteration 15Q: 3 clusters Score -768918.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -768932.000000 Penalty: 4276.647461
	Iteration 16Q: 3 clusters Score -768932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -768949.125000 Penalty: 4276.647461
	Iteration 17Q: 3 clusters Score -768949.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -768960.312500 Penalty: 4276.647461
	Iteration 18Q: 3 clusters Score -768960.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -768968.687500 Penalty: 4276.647461
	Iteration 19Q: 3 clusters Score -768968.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -768974.375000 Penalty: 4276.647461
	Iteration 20F: 3 clusters Score -768974.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -768975.250000 Penalty: 4276.647461
	Iteration 21Q: 3 clusters Score -768975.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -768976.937500 Penalty: 4276.647461
	Iteration 22Q: 3 clusters Score -768976.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -768981.125000 Penalty: 4276.647461
	Iteration 23Q: 3 clusters Score -768981.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -768983.812500 Penalty: 4276.647461
	Iteration 24Q: 3 clusters Score -768983.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -768986.500000 Penalty: 4276.647461
	Iteration 25Q: 3 clusters Score -768986.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -768988.750000 Penalty: 4276.647461
	Iteration 26Q: 3 clusters Score -768988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -768989.312500 Penalty: 4276.647461
	Iteration 27Q: 3 clusters Score -768989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -768994.312500 Penalty: 4276.647461
	Iteration 28Q: 3 clusters Score -768994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -768993.375000 Penalty: 4276.647461
	Iteration 29Q: 3 clusters Score -768993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -768993.812500 Penalty: 4276.647461
	Iteration 30Q: 3 clusters Score -768993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -768994.312500 Penalty: 4276.647461
	Iteration 31Q: 3 clusters Score -768994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -768994.812500 Penalty: 4276.647461
	Iteration 32Q: 3 clusters Score -768994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -768995.312500 Penalty: 4276.647461
	Iteration 33Q: 3 clusters Score -768995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -768996.687500 Penalty: 4276.647461
	Iteration 34Q: 3 clusters Score -768996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -768995.312500 Penalty: 4276.647461
	Iteration 35Q: 3 clusters Score -768995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -768995.500000 Penalty: 4276.647461
	Iteration 36Q: 3 clusters Score -768995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -768998.125000 Penalty: 4276.647461
	Iteration 37Q: 3 clusters Score -768998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -769001.375000 Penalty: 4276.647461
	Iteration 38Q: 3 clusters Score -769001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -769002.000000 Penalty: 4276.647461
	Iteration 39Q: 3 clusters Score -769002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -769001.625000 Penalty: 4276.647461
	Iteration 40F: 3 clusters Score -769001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -769004.500000 Penalty: 4276.647461
	Iteration 41Q: 3 clusters Score -769004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -769005.437500 Penalty: 4276.647461
	Iteration 42Q: 3 clusters Score -769005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -769008.312500 Penalty: 4276.647461
	Iteration 43Q: 3 clusters Score -769008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -769010.250000 Penalty: 4276.647461
	Iteration 44Q: 3 clusters Score -769010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -769014.812500 Penalty: 4276.647461
	Iteration 45Q: 3 clusters Score -769014.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -769016.187500 Penalty: 4276.647461
	Iteration 46Q: 3 clusters Score -769016.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -769020.437500 Penalty: 4276.647461
	Iteration 47Q: 3 clusters Score -769020.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -769027.250000 Penalty: 4276.647461
	Iteration 48Q: 3 clusters Score -769027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -769031.375000 Penalty: 4276.647461
	Iteration 49Q: 3 clusters Score -769031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -769037.062500 Penalty: 4276.647461
	Iteration 50Q: 3 clusters Score -769037.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -769040.000000 Penalty: 4276.647461
	Iteration 51Q: 3 clusters Score -769040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -769046.062500 Penalty: 4276.647461
	Iteration 52Q: 3 clusters Score -769046.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -769051.562500 Penalty: 4276.647461
	Iteration 53Q: 3 clusters Score -769051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -769060.750000 Penalty: 4276.647461
	Iteration 54Q: 3 clusters Score -769060.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -769066.500000 Penalty: 4276.647461
	Iteration 55Q: 3 clusters Score -769066.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -769071.875000 Penalty: 4276.647461
	Iteration 56Q: 3 clusters Score -769071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -769073.562500 Penalty: 4276.647461
	Iteration 57Q: 3 clusters Score -769073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -769075.687500 Penalty: 4276.647461
	Iteration 58Q: 3 clusters Score -769075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -769077.125000 Penalty: 4276.647461
	Iteration 59Q: 3 clusters Score -769077.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -769080.375000 Penalty: 4276.647461
	Iteration 60F: 3 clusters Score -769080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -769081.062500 Penalty: 4276.647461
	Iteration 61Q: 3 clusters Score -769081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -769083.187500 Penalty: 4276.647461
	Iteration 62Q: 3 clusters Score -769083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -769088.437500 Penalty: 4276.647461
	Iteration 63Q: 3 clusters Score -769088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -769095.437500 Penalty: 4276.647461
	Iteration 64Q: 3 clusters Score -769095.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -769104.812500 Penalty: 4276.647461
	Iteration 65Q: 3 clusters Score -769104.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -769116.000000 Penalty: 4276.647461
	Iteration 66Q: 3 clusters Score -769116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -769132.562500 Penalty: 4276.647461
	Iteration 67Q: 3 clusters Score -769132.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -769151.437500 Penalty: 4276.647461
	Iteration 68Q: 3 clusters Score -769151.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -769171.875000 Penalty: 4276.647461
	Iteration 69Q: 3 clusters Score -769171.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -769190.937500 Penalty: 4276.647461
	Iteration 70Q: 3 clusters Score -769190.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -769209.625000 Penalty: 4276.647461
	Iteration 71Q: 3 clusters Score -769209.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -769217.000000 Penalty: 4276.647461
	Iteration 72Q: 3 clusters Score -769217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -769222.187500 Penalty: 4276.647461
	Iteration 73Q: 3 clusters Score -769222.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -769228.437500 Penalty: 4276.647461
	Iteration 74Q: 3 clusters Score -769228.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -769239.562500 Penalty: 4276.647461
	Iteration 75Q: 3 clusters Score -769239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -769245.875000 Penalty: 4276.647461
	Iteration 76Q: 3 clusters Score -769245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -769251.187500 Penalty: 4276.647461
	Iteration 77Q: 3 clusters Score -769251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -769254.500000 Penalty: 4276.647461
	Iteration 78Q: 3 clusters Score -769254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -769258.062500 Penalty: 4276.647461
	Iteration 79Q: 3 clusters Score -769258.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -769259.312500 Penalty: 4276.647461
	Iteration 80F: 3 clusters Score -769259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -769263.375000 Penalty: 4276.647461
	Iteration 81Q: 3 clusters Score -769263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -769267.437500 Penalty: 4276.647461
	Iteration 82Q: 3 clusters Score -769267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -769274.000000 Penalty: 4276.647461
	Iteration 83Q: 3 clusters Score -769274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -769277.125000 Penalty: 4276.647461
	Iteration 84Q: 3 clusters Score -769277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -769281.375000 Penalty: 4276.647461
	Iteration 85Q: 3 clusters Score -769281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -769282.125000 Penalty: 4276.647461
	Iteration 86Q: 3 clusters Score -769282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -769282.125000 Penalty: 4276.647461
	Iteration 87F: 3 clusters Score -769282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -107900.421875 Penalty: 1696.985474
	Iteration 0F: 2 clusters Score -107900.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106218.898438 Penalty: 3393.970947
	Iteration 0F: 3 clusters Score -106218.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106804.507812 Penalty: 3393.970947
	Iteration 1F: 3 clusters Score -106804.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107202.203125 Penalty: 3393.970947
	Iteration 2F: 3 clusters Score -107202.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -107392.031250 Penalty: 3393.970947
	Iteration 3F: 3 clusters Score -107392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107496.562500 Penalty: 3393.970947
	Iteration 4Q: 3 clusters Score -107496.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107621.718750 Penalty: 3393.970947
	Iteration 5Q: 3 clusters Score -107621.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107704.625000 Penalty: 3393.970947
	Iteration 6Q: 3 clusters Score -107704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107715.835938 Penalty: 3393.970947
	Iteration 7Q: 3 clusters Score -107715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -107734.625000 Penalty: 3393.970947
	Iteration 8Q: 3 clusters Score -107734.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107745.953125 Penalty: 3393.970947
	Iteration 9Q: 3 clusters Score -107746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107751.914062 Penalty: 3393.970947
	Iteration 10Q: 3 clusters Score -107751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107752.718750 Penalty: 3393.970947
	Iteration 11Q: 3 clusters Score -107752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107756.140625 Penalty: 3393.970947
	Iteration 12Q: 3 clusters Score -107756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107757.007812 Penalty: 3393.970947
	Iteration 13Q: 3 clusters Score -107757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107757.007812 Penalty: 3393.970947
	Iteration 14F: 3 clusters Score -107757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Entering Unmasked Estep 
Score: -1239109.375000 Penalty: 2242.719238
	Iteration 0F: 2 clusters Score -1239109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1232378.625000 Penalty: 4485.438477
	Iteration 0F: 3 clusters Score -1232379 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1234253.125000 Penalty: 4485.438477
	Iteration 1F: 3 clusters Score -1234253 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1234645.125000 Penalty: 4485.438477
	Iteration 2F: 3 clusters Score -1234645 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1235040.250000 Penalty: 4485.438477
	Iteration 3F: 3 clusters Score -1235040 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1235475.125000 Penalty: 4485.438477
	Iteration 4F: 3 clusters Score -1235475 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1235990.875000 Penalty: 4485.438477
	Iteration 5F: 3 clusters Score -1235991 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1236514.875000 Penalty: 4485.438477
	Iteration 6F: 3 clusters Score -1236515 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1236944.250000 Penalty: 4485.438477
	Iteration 7F: 3 clusters Score -1236944 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1237237.625000 Penalty: 4485.438477
	Iteration 8Q: 3 clusters Score -1237238 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1237447.500000 Penalty: 4485.438477
	Iteration 9Q: 3 clusters Score -1237448 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1237581.875000 Penalty: 4485.438477
	Iteration 10Q: 3 clusters Score -1237582 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1237687.625000 Penalty: 4485.438477
	Iteration 11Q: 3 clusters Score -1237688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1237755.625000 Penalty: 4485.438477
	Iteration 12Q: 3 clusters Score -1237756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1237797.250000 Penalty: 4485.438477
	Iteration 13Q: 3 clusters Score -1237797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1237829.750000 Penalty: 4485.438477
	Iteration 14Q: 3 clusters Score -1237830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1237853.875000 Penalty: 4485.438477
	Iteration 15Q: 3 clusters Score -1237854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1237870.875000 Penalty: 4485.438477
	Iteration 16Q: 3 clusters Score -1237871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1237878.125000 Penalty: 4485.438477
	Iteration 17Q: 3 clusters Score -1237878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1237888.375000 Penalty: 4485.438477
	Iteration 18Q: 3 clusters Score -1237888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1237893.625000 Penalty: 4485.438477
	Iteration 19Q: 3 clusters Score -1237894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1237901.500000 Penalty: 4485.438477
	Iteration 20F: 3 clusters Score -1237902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1237903.875000 Penalty: 4485.438477
	Iteration 21Q: 3 clusters Score -1237904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1237902.000000 Penalty: 4485.438477
	Iteration 22Q: 3 clusters Score -1237902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1237904.750000 Penalty: 4485.438477
	Iteration 23Q: 3 clusters Score -1237905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1237904.750000 Penalty: 4485.438477
	Iteration 24Q: 3 clusters Score -1237905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1237905.625000 Penalty: 4485.438477
	Iteration 25Q: 3 clusters Score -1237906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1237905.875000 Penalty: 4485.438477
	Iteration 26Q: 3 clusters Score -1237906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1237908.500000 Penalty: 4485.438477
	Iteration 27Q: 3 clusters Score -1237908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1237908.375000 Penalty: 4485.438477
	Iteration 28Q: 3 clusters Score -1237908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1237908.375000 Penalty: 4485.438477
	Iteration 29F: 3 clusters Score -1237908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -1444320.375000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -1444320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1436877.750000 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -1436878 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1439023.500000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -1439024 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1439252.750000 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -1439253 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1439407.000000 Penalty: 4550.297852
	Iteration 3Q: 3 clusters Score -1439407 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1439540.000000 Penalty: 4550.297852
	Iteration 4Q: 3 clusters Score -1439540 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1439659.000000 Penalty: 4550.297852
	Iteration 5Q: 3 clusters Score -1439659 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1439760.500000 Penalty: 4550.297852
	Iteration 6Q: 3 clusters Score -1439760 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1439859.625000 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -1439860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1439951.375000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -1439951 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1440050.500000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -1440050 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1440150.500000 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -1440150 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1440262.500000 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -1440262 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1440364.250000 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -1440364 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1440489.500000 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -1440490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1440616.625000 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -1440617 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1440775.625000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -1440776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1440927.000000 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -1440927 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1441098.750000 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -1441099 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1441285.250000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -1441285 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1441479.875000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -1441480 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1441654.375000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -1441654 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1441803.500000 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -1441804 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1441918.375000 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -1441918 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1442009.625000 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -1442010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1442092.250000 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -1442092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1442160.125000 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -1442160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1442204.500000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -1442204 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1442245.625000 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -1442246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1442287.625000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -1442288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1442323.125000 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -1442323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1442361.250000 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -1442361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1442392.750000 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -1442393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1442416.750000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -1442417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1442432.500000 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -1442432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1442442.500000 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -1442442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1442452.125000 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -1442452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1442459.625000 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -1442460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1442468.875000 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -1442469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1442473.250000 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -1442473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1442473.125000 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -1442473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1442473.875000 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -1442474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1442477.125000 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -1442477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1442476.875000 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -1442477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1442476.500000 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -1442476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1442479.750000 Penalty: 4550.297852
	Iteration 44Q: 3 clusters Score -1442480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1442478.750000 Penalty: 4550.297852
	Iteration 45Q: 3 clusters Score -1442479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1442479.875000 Penalty: 4550.297852
	Iteration 46Q: 3 clusters Score -1442480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1442480.125000 Penalty: 4550.297852
	Iteration 47Q: 3 clusters Score -1442480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1442480.125000 Penalty: 4550.297852
	Iteration 48F: 3 clusters Score -1442480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Entering Unmasked Estep 
Score: -789024.437500 Penalty: 2161.457031
	Iteration 0F: 2 clusters Score -789024.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -783952.000000 Penalty: 4322.914062
	Iteration 0F: 3 clusters Score -783952 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -785588.062500 Penalty: 4322.914062
	Iteration 1F: 3 clusters Score -785588.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -786234.750000 Penalty: 4322.914062
	Iteration 2F: 3 clusters Score -786234.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -786803.562500 Penalty: 4322.914062
	Iteration 3F: 3 clusters Score -786803.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -787266.125000 Penalty: 4322.914062
	Iteration 4F: 3 clusters Score -787266.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -787581.312500 Penalty: 4322.914062
	Iteration 5F: 3 clusters Score -787581.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -787854.000000 Penalty: 4322.914062
	Iteration 6Q: 3 clusters Score -787854 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -788089.812500 Penalty: 4322.914062
	Iteration 7Q: 3 clusters Score -788089.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -788313.312500 Penalty: 4322.914062
	Iteration 8Q: 3 clusters Score -788313.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -788542.312500 Penalty: 4322.914062
	Iteration 9Q: 3 clusters Score -788542.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -788754.562500 Penalty: 4322.914062
	Iteration 10Q: 3 clusters Score -788754.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -788882.250000 Penalty: 4322.914062
	Iteration 11Q: 3 clusters Score -788882.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -788979.125000 Penalty: 4322.914062
	Iteration 12Q: 3 clusters Score -788979.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -789067.375000 Penalty: 4322.914062
	Iteration 13Q: 3 clusters Score -789067.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -789138.562500 Penalty: 4322.914062
	Iteration 14Q: 3 clusters Score -789138.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -789177.812500 Penalty: 4322.914062
	Iteration 15Q: 3 clusters Score -789177.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -789213.062500 Penalty: 4322.914062
	Iteration 16Q: 3 clusters Score -789213.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -789236.250000 Penalty: 4322.914062
	Iteration 17Q: 3 clusters Score -789236.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -789253.687500 Penalty: 4322.914062
	Iteration 18Q: 3 clusters Score -789253.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -789269.062500 Penalty: 4322.914062
	Iteration 19Q: 3 clusters Score -789269.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -789289.687500 Penalty: 4322.914062
	Iteration 20F: 3 clusters Score -789289.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -789304.062500 Penalty: 4322.914062
	Iteration 21Q: 3 clusters Score -789304.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -789307.937500 Penalty: 4322.914062
	Iteration 22Q: 3 clusters Score -789307.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -789310.687500 Penalty: 4322.914062
	Iteration 23Q: 3 clusters Score -789310.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -789312.625000 Penalty: 4322.914062
	Iteration 24Q: 3 clusters Score -789312.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -789315.062500 Penalty: 4322.914062
	Iteration 25Q: 3 clusters Score -789315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -789319.062500 Penalty: 4322.914062
	Iteration 26Q: 3 clusters Score -789319.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -789319.750000 Penalty: 4322.914062
	Iteration 27Q: 3 clusters Score -789319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -789319.625000 Penalty: 4322.914062
	Iteration 28Q: 3 clusters Score -789319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -789323.437500 Penalty: 4322.914062
	Iteration 29Q: 3 clusters Score -789323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -789324.062500 Penalty: 4322.914062
	Iteration 30Q: 3 clusters Score -789324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -789324.500000 Penalty: 4322.914062
	Iteration 31Q: 3 clusters Score -789324.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -789324.312500 Penalty: 4322.914062
	Iteration 32Q: 3 clusters Score -789324.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -789327.000000 Penalty: 4322.914062
	Iteration 33Q: 3 clusters Score -789327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -789326.625000 Penalty: 4322.914062
	Iteration 34Q: 3 clusters Score -789326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -789326.500000 Penalty: 4322.914062
	Iteration 35Q: 3 clusters Score -789326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -789326.437500 Penalty: 4322.914062
	Iteration 36Q: 3 clusters Score -789326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -789326.437500 Penalty: 4322.914062
	Iteration 37F: 3 clusters Score -789326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 60100 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 3925 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 48795 members 
Mstep: Class 30 contains 13225 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97687 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 2172 members 
Entering Unmasked Estep 
Score: -115067832.000000 Penalty: 171962.734375
Splitting cluster 21 changes total score from -115068736.000000 to -115067832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Entering Unmasked Estep 
Score: -1234446.250000 Penalty: 2237.566162
	Iteration 0F: 2 clusters Score -1234446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1227919.500000 Penalty: 4475.132324
	Iteration 0F: 3 clusters Score -1227920 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1229773.625000 Penalty: 4475.132324
	Iteration 1F: 3 clusters Score -1229774 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1230159.375000 Penalty: 4475.132324
	Iteration 2F: 3 clusters Score -1230159 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1230483.000000 Penalty: 4475.132324
	Iteration 3F: 3 clusters Score -1230483 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1230785.500000 Penalty: 4475.132324
	Iteration 4F: 3 clusters Score -1230786 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1231048.000000 Penalty: 4475.132324
	Iteration 5Q: 3 clusters Score -1231048 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1231277.875000 Penalty: 4475.132324
	Iteration 6Q: 3 clusters Score -1231278 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1231492.500000 Penalty: 4475.132324
	Iteration 7Q: 3 clusters Score -1231492 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1231681.000000 Penalty: 4475.132324
	Iteration 8Q: 3 clusters Score -1231681 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1231861.500000 Penalty: 4475.132324
	Iteration 9Q: 3 clusters Score -1231862 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1231995.750000 Penalty: 4475.132324
	Iteration 10Q: 3 clusters Score -1231996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1232106.750000 Penalty: 4475.132324
	Iteration 11Q: 3 clusters Score -1232107 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1232194.000000 Penalty: 4475.132324
	Iteration 12Q: 3 clusters Score -1232194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1232258.625000 Penalty: 4475.132324
	Iteration 13Q: 3 clusters Score -1232259 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1232313.375000 Penalty: 4475.132324
	Iteration 14Q: 3 clusters Score -1232313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1232350.125000 Penalty: 4475.132324
	Iteration 15Q: 3 clusters Score -1232350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1232381.250000 Penalty: 4475.132324
	Iteration 16Q: 3 clusters Score -1232381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1232413.875000 Penalty: 4475.132324
	Iteration 17Q: 3 clusters Score -1232414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1232433.250000 Penalty: 4475.132324
	Iteration 18Q: 3 clusters Score -1232433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1232451.500000 Penalty: 4475.132324
	Iteration 19Q: 3 clusters Score -1232452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1232457.875000 Penalty: 4475.132324
	Iteration 20F: 3 clusters Score -1232458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1232464.625000 Penalty: 4475.132324
	Iteration 21Q: 3 clusters Score -1232465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1232473.375000 Penalty: 4475.132324
	Iteration 22Q: 3 clusters Score -1232473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1232478.500000 Penalty: 4475.132324
	Iteration 23Q: 3 clusters Score -1232478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1232486.375000 Penalty: 4475.132324
	Iteration 24Q: 3 clusters Score -1232486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1232493.125000 Penalty: 4475.132324
	Iteration 25Q: 3 clusters Score -1232493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1232496.750000 Penalty: 4475.132324
	Iteration 26Q: 3 clusters Score -1232497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1232508.000000 Penalty: 4475.132324
	Iteration 27Q: 3 clusters Score -1232508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1232510.625000 Penalty: 4475.132324
	Iteration 28Q: 3 clusters Score -1232511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1232514.625000 Penalty: 4475.132324
	Iteration 29Q: 3 clusters Score -1232515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1232521.625000 Penalty: 4475.132324
	Iteration 30Q: 3 clusters Score -1232522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1232525.875000 Penalty: 4475.132324
	Iteration 31Q: 3 clusters Score -1232526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1232529.250000 Penalty: 4475.132324
	Iteration 32Q: 3 clusters Score -1232529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1232530.000000 Penalty: 4475.132324
	Iteration 33Q: 3 clusters Score -1232530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1232534.000000 Penalty: 4475.132324
	Iteration 34Q: 3 clusters Score -1232534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1232535.750000 Penalty: 4475.132324
	Iteration 35Q: 3 clusters Score -1232536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1232536.125000 Penalty: 4475.132324
	Iteration 36Q: 3 clusters Score -1232536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1232536.125000 Penalty: 4475.132324
	Iteration 37F: 3 clusters Score -1232536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -450942.656250 Penalty: 1999.717529
	Iteration 0F: 2 clusters Score -450942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -447605.062500 Penalty: 3999.435059
	Iteration 0F: 3 clusters Score -447605.1 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -448267.187500 Penalty: 3999.435059
	Iteration 1F: 3 clusters Score -448267.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -448495.218750 Penalty: 3999.435059
	Iteration 2F: 3 clusters Score -448495.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -448684.218750 Penalty: 3999.435059
	Iteration 3F: 3 clusters Score -448684.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -448830.343750 Penalty: 3999.435059
	Iteration 4F: 3 clusters Score -448830.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -448936.000000 Penalty: 3999.435059
	Iteration 5Q: 3 clusters Score -448936 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -449064.468750 Penalty: 3999.435059
	Iteration 6Q: 3 clusters Score -449064.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449182.343750 Penalty: 3999.435059
	Iteration 7Q: 3 clusters Score -449182.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -449245.218750 Penalty: 3999.435059
	Iteration 8Q: 3 clusters Score -449245.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -449289.125000 Penalty: 3999.435059
	Iteration 9Q: 3 clusters Score -449289.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -449320.687500 Penalty: 3999.435059
	Iteration 10Q: 3 clusters Score -449320.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -449340.250000 Penalty: 3999.435059
	Iteration 11Q: 3 clusters Score -449340.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -449350.531250 Penalty: 3999.435059
	Iteration 12Q: 3 clusters Score -449350.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -449358.656250 Penalty: 3999.435059
	Iteration 13Q: 3 clusters Score -449358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -449365.531250 Penalty: 3999.435059
	Iteration 14Q: 3 clusters Score -449365.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -449373.187500 Penalty: 3999.435059
	Iteration 15Q: 3 clusters Score -449373.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -449380.406250 Penalty: 3999.435059
	Iteration 16Q: 3 clusters Score -449380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -449391.718750 Penalty: 3999.435059
	Iteration 17Q: 3 clusters Score -449391.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -449401.687500 Penalty: 3999.435059
	Iteration 18Q: 3 clusters Score -449401.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -449414.218750 Penalty: 3999.435059
	Iteration 19Q: 3 clusters Score -449414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -449420.937500 Penalty: 3999.435059
	Iteration 20F: 3 clusters Score -449420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -449426.343750 Penalty: 3999.435059
	Iteration 21Q: 3 clusters Score -449426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -449428.125000 Penalty: 3999.435059
	Iteration 22Q: 3 clusters Score -449428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -449432.125000 Penalty: 3999.435059
	Iteration 23Q: 3 clusters Score -449432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -449435.625000 Penalty: 3999.435059
	Iteration 24Q: 3 clusters Score -449435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -449440.468750 Penalty: 3999.435059
	Iteration 25Q: 3 clusters Score -449440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -449444.156250 Penalty: 3999.435059
	Iteration 26Q: 3 clusters Score -449444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -449447.468750 Penalty: 3999.435059
	Iteration 27Q: 3 clusters Score -449447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449451.468750 Penalty: 3999.435059
	Iteration 28Q: 3 clusters Score -449451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449457.093750 Penalty: 3999.435059
	Iteration 29Q: 3 clusters Score -449457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -449463.656250 Penalty: 3999.435059
	Iteration 30Q: 3 clusters Score -449463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -449470.375000 Penalty: 3999.435059
	Iteration 31Q: 3 clusters Score -449470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -449477.781250 Penalty: 3999.435059
	Iteration 32Q: 3 clusters Score -449477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -449484.562500 Penalty: 3999.435059
	Iteration 33Q: 3 clusters Score -449484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -449490.562500 Penalty: 3999.435059
	Iteration 34Q: 3 clusters Score -449490.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -449498.875000 Penalty: 3999.435059
	Iteration 35Q: 3 clusters Score -449498.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -449507.062500 Penalty: 3999.435059
	Iteration 36Q: 3 clusters Score -449507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -449516.406250 Penalty: 3999.435059
	Iteration 37Q: 3 clusters Score -449516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -449527.343750 Penalty: 3999.435059
	Iteration 38Q: 3 clusters Score -449527.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -449536.937500 Penalty: 3999.435059
	Iteration 39Q: 3 clusters Score -449536.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -449548.656250 Penalty: 3999.435059
	Iteration 40F: 3 clusters Score -449548.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -449560.062500 Penalty: 3999.435059
	Iteration 41Q: 3 clusters Score -449560.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -449569.531250 Penalty: 3999.435059
	Iteration 42Q: 3 clusters Score -449569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -449581.906250 Penalty: 3999.435059
	Iteration 43Q: 3 clusters Score -449581.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -449594.531250 Penalty: 3999.435059
	Iteration 44Q: 3 clusters Score -449594.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -449611.375000 Penalty: 3999.435059
	Iteration 45Q: 3 clusters Score -449611.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -449628.593750 Penalty: 3999.435059
	Iteration 46Q: 3 clusters Score -449628.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -449644.593750 Penalty: 3999.435059
	Iteration 47Q: 3 clusters Score -449644.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -449665.531250 Penalty: 3999.435059
	Iteration 48Q: 3 clusters Score -449665.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -449685.875000 Penalty: 3999.435059
	Iteration 49Q: 3 clusters Score -449685.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -449703.406250 Penalty: 3999.435059
	Iteration 50Q: 3 clusters Score -449703.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -449724.718750 Penalty: 3999.435059
	Iteration 51Q: 3 clusters Score -449724.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -449758.437500 Penalty: 3999.435059
	Iteration 52Q: 3 clusters Score -449758.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -449777.343750 Penalty: 3999.435059
	Iteration 53Q: 3 clusters Score -449777.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -449788.812500 Penalty: 3999.435059
	Iteration 54Q: 3 clusters Score -449788.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449802.437500 Penalty: 3999.435059
	Iteration 55Q: 3 clusters Score -449802.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449811.218750 Penalty: 3999.435059
	Iteration 56Q: 3 clusters Score -449811.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -449817.218750 Penalty: 3999.435059
	Iteration 57Q: 3 clusters Score -449817.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449817.281250 Penalty: 3999.435059
	Iteration 58Q: 3 clusters Score -449817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -449818.343750 Penalty: 3999.435059
	Iteration 59Q: 3 clusters Score -449818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449818.937500 Penalty: 3999.435059
	Iteration 60F: 3 clusters Score -449818.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -449820.781250 Penalty: 3999.435059
	Iteration 61Q: 3 clusters Score -449820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449822.937500 Penalty: 3999.435059
	Iteration 62Q: 3 clusters Score -449822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -449824.281250 Penalty: 3999.435059
	Iteration 63Q: 3 clusters Score -449824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -449832.187500 Penalty: 3999.435059
	Iteration 64Q: 3 clusters Score -449832.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -449848.156250 Penalty: 3999.435059
	Iteration 65Q: 3 clusters Score -449848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -449857.625000 Penalty: 3999.435059
	Iteration 66Q: 3 clusters Score -449857.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -449862.500000 Penalty: 3999.435059
	Iteration 67Q: 3 clusters Score -449862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -449865.843750 Penalty: 3999.435059
	Iteration 68Q: 3 clusters Score -449865.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -449868.812500 Penalty: 3999.435059
	Iteration 69Q: 3 clusters Score -449868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -449870.250000 Penalty: 3999.435059
	Iteration 70Q: 3 clusters Score -449870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -449871.031250 Penalty: 3999.435059
	Iteration 71Q: 3 clusters Score -449871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -449872.156250 Penalty: 3999.435059
	Iteration 72Q: 3 clusters Score -449872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -449874.968750 Penalty: 3999.435059
	Iteration 73Q: 3 clusters Score -449875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -449876.062500 Penalty: 3999.435059
	Iteration 74Q: 3 clusters Score -449876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449878.531250 Penalty: 3999.435059
	Iteration 75Q: 3 clusters Score -449878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -449882.187500 Penalty: 3999.435059
	Iteration 76Q: 3 clusters Score -449882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -449883.750000 Penalty: 3999.435059
	Iteration 77Q: 3 clusters Score -449883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449885.281250 Penalty: 3999.435059
	Iteration 78Q: 3 clusters Score -449885.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449885.937500 Penalty: 3999.435059
	Iteration 79Q: 3 clusters Score -449885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -449886.656250 Penalty: 3999.435059
	Iteration 80F: 3 clusters Score -449886.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -449887.593750 Penalty: 3999.435059
	Iteration 81Q: 3 clusters Score -449887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449888.218750 Penalty: 3999.435059
	Iteration 82Q: 3 clusters Score -449888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449888.500000 Penalty: 3999.435059
	Iteration 83Q: 3 clusters Score -449888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -449888.500000 Penalty: 3999.435059
	Iteration 84F: 3 clusters Score -449888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Entering Unmasked Estep 
Score: -2867302.000000 Penalty: 2448.689941
	Iteration 0F: 2 clusters Score -2867302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2853705.000000 Penalty: 4897.379883
	Iteration 0F: 3 clusters Score -2853705 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2858400.500000 Penalty: 4897.379883
	Iteration 1F: 3 clusters Score -2858400 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2858972.000000 Penalty: 4897.379883
	Iteration 2F: 3 clusters Score -2858972 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2859534.500000 Penalty: 4897.379883
	Iteration 3F: 3 clusters Score -2859534 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2860154.000000 Penalty: 4897.379883
	Iteration 4F: 3 clusters Score -2860154 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2860808.750000 Penalty: 4897.379883
	Iteration 5F: 3 clusters Score -2860809 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2861556.500000 Penalty: 4897.379883
	Iteration 6F: 3 clusters Score -2861556 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2862233.750000 Penalty: 4897.379883
	Iteration 7F: 3 clusters Score -2862234 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2862848.750000 Penalty: 4897.379883
	Iteration 8Q: 3 clusters Score -2862849 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2863366.750000 Penalty: 4897.379883
	Iteration 9Q: 3 clusters Score -2863367 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2863760.250000 Penalty: 4897.379883
	Iteration 10Q: 3 clusters Score -2863760 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2864070.750000 Penalty: 4897.379883
	Iteration 11Q: 3 clusters Score -2864071 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2864281.500000 Penalty: 4897.379883
	Iteration 12Q: 3 clusters Score -2864282 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2864488.250000 Penalty: 4897.379883
	Iteration 13Q: 3 clusters Score -2864488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2864620.000000 Penalty: 4897.379883
	Iteration 14Q: 3 clusters Score -2864620 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2864714.500000 Penalty: 4897.379883
	Iteration 15Q: 3 clusters Score -2864714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2864803.500000 Penalty: 4897.379883
	Iteration 16Q: 3 clusters Score -2864804 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2864878.250000 Penalty: 4897.379883
	Iteration 17Q: 3 clusters Score -2864878 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2864942.750000 Penalty: 4897.379883
	Iteration 18Q: 3 clusters Score -2864943 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2865006.500000 Penalty: 4897.379883
	Iteration 19Q: 3 clusters Score -2865006 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2865051.750000 Penalty: 4897.379883
	Iteration 20F: 3 clusters Score -2865052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2865101.500000 Penalty: 4897.379883
	Iteration 21Q: 3 clusters Score -2865102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2865137.000000 Penalty: 4897.379883
	Iteration 22Q: 3 clusters Score -2865137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2865165.750000 Penalty: 4897.379883
	Iteration 23Q: 3 clusters Score -2865166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2865179.250000 Penalty: 4897.379883
	Iteration 24Q: 3 clusters Score -2865179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2865188.500000 Penalty: 4897.379883
	Iteration 25Q: 3 clusters Score -2865188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2865195.250000 Penalty: 4897.379883
	Iteration 26Q: 3 clusters Score -2865195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2865201.500000 Penalty: 4897.379883
	Iteration 27Q: 3 clusters Score -2865202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2865218.000000 Penalty: 4897.379883
	Iteration 28Q: 3 clusters Score -2865218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2865233.750000 Penalty: 4897.379883
	Iteration 29Q: 3 clusters Score -2865234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2865244.000000 Penalty: 4897.379883
	Iteration 30Q: 3 clusters Score -2865244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2865259.750000 Penalty: 4897.379883
	Iteration 31Q: 3 clusters Score -2865260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2865272.250000 Penalty: 4897.379883
	Iteration 32Q: 3 clusters Score -2865272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2865275.500000 Penalty: 4897.379883
	Iteration 33Q: 3 clusters Score -2865276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2865284.750000 Penalty: 4897.379883
	Iteration 34Q: 3 clusters Score -2865285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2865291.250000 Penalty: 4897.379883
	Iteration 35Q: 3 clusters Score -2865291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2865294.250000 Penalty: 4897.379883
	Iteration 36Q: 3 clusters Score -2865294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2865299.250000 Penalty: 4897.379883
	Iteration 37Q: 3 clusters Score -2865299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2865303.750000 Penalty: 4897.379883
	Iteration 38Q: 3 clusters Score -2865304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2865302.500000 Penalty: 4897.379883
	Iteration 39Q: 3 clusters Score -2865302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2865309.750000 Penalty: 4897.379883
	Iteration 40F: 3 clusters Score -2865310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2865316.750000 Penalty: 4897.379883
	Iteration 41Q: 3 clusters Score -2865317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2865318.000000 Penalty: 4897.379883
	Iteration 42Q: 3 clusters Score -2865318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2865324.500000 Penalty: 4897.379883
	Iteration 43Q: 3 clusters Score -2865324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2865323.000000 Penalty: 4897.379883
	Iteration 44Q: 3 clusters Score -2865323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2865330.000000 Penalty: 4897.379883
	Iteration 45Q: 3 clusters Score -2865330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2865338.250000 Penalty: 4897.379883
	Iteration 46Q: 3 clusters Score -2865338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2865336.000000 Penalty: 4897.379883
	Iteration 47Q: 3 clusters Score -2865336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2865346.000000 Penalty: 4897.379883
	Iteration 48Q: 3 clusters Score -2865346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2865353.750000 Penalty: 4897.379883
	Iteration 49Q: 3 clusters Score -2865354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2865361.250000 Penalty: 4897.379883
	Iteration 50Q: 3 clusters Score -2865361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2865369.750000 Penalty: 4897.379883
	Iteration 51Q: 3 clusters Score -2865370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2865371.000000 Penalty: 4897.379883
	Iteration 52Q: 3 clusters Score -2865371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2865372.250000 Penalty: 4897.379883
	Iteration 53Q: 3 clusters Score -2865372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2865378.500000 Penalty: 4897.379883
	Iteration 54Q: 3 clusters Score -2865378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2865380.750000 Penalty: 4897.379883
	Iteration 55Q: 3 clusters Score -2865381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2865376.750000 Penalty: 4897.379883
	Iteration 56Q: 3 clusters Score -2865377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2865383.750000 Penalty: 4897.379883
	Iteration 57Q: 3 clusters Score -2865384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2865388.750000 Penalty: 4897.379883
	Iteration 58Q: 3 clusters Score -2865389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2865390.000000 Penalty: 4897.379883
	Iteration 59Q: 3 clusters Score -2865390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2865391.250000 Penalty: 4897.379883
	Iteration 60F: 3 clusters Score -2865391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2865401.000000 Penalty: 4897.379883
	Iteration 61Q: 3 clusters Score -2865401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2865405.000000 Penalty: 4897.379883
	Iteration 62Q: 3 clusters Score -2865405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2865417.500000 Penalty: 4897.379883
	Iteration 63Q: 3 clusters Score -2865418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2865425.250000 Penalty: 4897.379883
	Iteration 64Q: 3 clusters Score -2865425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2865431.500000 Penalty: 4897.379883
	Iteration 65Q: 3 clusters Score -2865432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2865430.500000 Penalty: 4897.379883
	Iteration 66Q: 3 clusters Score -2865430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2865433.500000 Penalty: 4897.379883
	Iteration 67Q: 3 clusters Score -2865434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2865436.500000 Penalty: 4897.379883
	Iteration 68Q: 3 clusters Score -2865436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2865437.250000 Penalty: 4897.379883
	Iteration 69Q: 3 clusters Score -2865437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2865441.750000 Penalty: 4897.379883
	Iteration 70Q: 3 clusters Score -2865442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2865444.250000 Penalty: 4897.379883
	Iteration 71Q: 3 clusters Score -2865444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2865445.250000 Penalty: 4897.379883
	Iteration 72Q: 3 clusters Score -2865445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2865444.750000 Penalty: 4897.379883
	Iteration 73Q: 3 clusters Score -2865445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2865447.250000 Penalty: 4897.379883
	Iteration 74Q: 3 clusters Score -2865447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2865445.250000 Penalty: 4897.379883
	Iteration 75Q: 3 clusters Score -2865445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2865447.750000 Penalty: 4897.379883
	Iteration 76Q: 3 clusters Score -2865448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2865447.750000 Penalty: 4897.379883
	Iteration 77F: 3 clusters Score -2865448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Entering Unmasked Estep 
Score: -594379.062500 Penalty: 2071.316406
	Iteration 0F: 2 clusters Score -594379.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -590377.687500 Penalty: 4142.632812
	Iteration 0F: 3 clusters Score -590377.7 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -591257.500000 Penalty: 4142.632812
	Iteration 1F: 3 clusters Score -591257.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -591448.250000 Penalty: 4142.632812
	Iteration 2F: 3 clusters Score -591448.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -591565.000000 Penalty: 4142.632812
	Iteration 3Q: 3 clusters Score -591565 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -591659.625000 Penalty: 4142.632812
	Iteration 4Q: 3 clusters Score -591659.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -591732.812500 Penalty: 4142.632812
	Iteration 5Q: 3 clusters Score -591732.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -591807.500000 Penalty: 4142.632812
	Iteration 6Q: 3 clusters Score -591807.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -591893.000000 Penalty: 4142.632812
	Iteration 7Q: 3 clusters Score -591893 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -591946.125000 Penalty: 4142.632812
	Iteration 8Q: 3 clusters Score -591946.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -592013.062500 Penalty: 4142.632812
	Iteration 9Q: 3 clusters Score -592013.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -592085.687500 Penalty: 4142.632812
	Iteration 10Q: 3 clusters Score -592085.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -592165.562500 Penalty: 4142.632812
	Iteration 11Q: 3 clusters Score -592165.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -592238.375000 Penalty: 4142.632812
	Iteration 12Q: 3 clusters Score -592238.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -592328.812500 Penalty: 4142.632812
	Iteration 13Q: 3 clusters Score -592328.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -592425.687500 Penalty: 4142.632812
	Iteration 14Q: 3 clusters Score -592425.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -592550.187500 Penalty: 4142.632812
	Iteration 15Q: 3 clusters Score -592550.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -592706.375000 Penalty: 4142.632812
	Iteration 16Q: 3 clusters Score -592706.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -592870.750000 Penalty: 4142.632812
	Iteration 17Q: 3 clusters Score -592870.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -593026.187500 Penalty: 4142.632812
	Iteration 18Q: 3 clusters Score -593026.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -593132.437500 Penalty: 4142.632812
	Iteration 19Q: 3 clusters Score -593132.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -593237.625000 Penalty: 4142.632812
	Iteration 20F: 3 clusters Score -593237.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -593303.062500 Penalty: 4142.632812
	Iteration 21Q: 3 clusters Score -593303.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -593348.687500 Penalty: 4142.632812
	Iteration 22Q: 3 clusters Score -593348.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -593381.937500 Penalty: 4142.632812
	Iteration 23Q: 3 clusters Score -593381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -593407.062500 Penalty: 4142.632812
	Iteration 24Q: 3 clusters Score -593407.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -593419.312500 Penalty: 4142.632812
	Iteration 25Q: 3 clusters Score -593419.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -593431.312500 Penalty: 4142.632812
	Iteration 26Q: 3 clusters Score -593431.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -593440.250000 Penalty: 4142.632812
	Iteration 27Q: 3 clusters Score -593440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -593447.937500 Penalty: 4142.632812
	Iteration 28Q: 3 clusters Score -593447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -593451.625000 Penalty: 4142.632812
	Iteration 29Q: 3 clusters Score -593451.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -593457.812500 Penalty: 4142.632812
	Iteration 30Q: 3 clusters Score -593457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -593459.750000 Penalty: 4142.632812
	Iteration 31Q: 3 clusters Score -593459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -593460.625000 Penalty: 4142.632812
	Iteration 32Q: 3 clusters Score -593460.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -593463.562500 Penalty: 4142.632812
	Iteration 33Q: 3 clusters Score -593463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -593465.875000 Penalty: 4142.632812
	Iteration 34Q: 3 clusters Score -593465.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -593466.875000 Penalty: 4142.632812
	Iteration 35Q: 3 clusters Score -593466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -593466.750000 Penalty: 4142.632812
	Iteration 36Q: 3 clusters Score -593466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -593466.375000 Penalty: 4142.632812
	Iteration 37Q: 3 clusters Score -593466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -593466.937500 Penalty: 4142.632812
	Iteration 38Q: 3 clusters Score -593466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -593468.437500 Penalty: 4142.632812
	Iteration 39Q: 3 clusters Score -593468.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -593471.125000 Penalty: 4142.632812
	Iteration 40F: 3 clusters Score -593471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -593476.250000 Penalty: 4142.632812
	Iteration 41Q: 3 clusters Score -593476.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -593477.750000 Penalty: 4142.632812
	Iteration 42Q: 3 clusters Score -593477.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -593480.187500 Penalty: 4142.632812
	Iteration 43Q: 3 clusters Score -593480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -593481.937500 Penalty: 4142.632812
	Iteration 44Q: 3 clusters Score -593481.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -593485.937500 Penalty: 4142.632812
	Iteration 45Q: 3 clusters Score -593485.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -593487.437500 Penalty: 4142.632812
	Iteration 46Q: 3 clusters Score -593487.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -593491.375000 Penalty: 4142.632812
	Iteration 47Q: 3 clusters Score -593491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -593495.437500 Penalty: 4142.632812
	Iteration 48Q: 3 clusters Score -593495.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -593497.437500 Penalty: 4142.632812
	Iteration 49Q: 3 clusters Score -593497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -593500.125000 Penalty: 4142.632812
	Iteration 50Q: 3 clusters Score -593500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -593505.875000 Penalty: 4142.632812
	Iteration 51Q: 3 clusters Score -593505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -593505.437500 Penalty: 4142.632812
	Iteration 52Q: 3 clusters Score -593505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -593508.687500 Penalty: 4142.632812
	Iteration 53Q: 3 clusters Score -593508.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -593508.687500 Penalty: 4142.632812
	Iteration 54Q: 3 clusters Score -593508.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -593508.687500 Penalty: 4142.632812
	Iteration 55F: 3 clusters Score -593508.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1080644.875000 Penalty: 2203.760742
	Iteration 0F: 2 clusters Score -1080645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1074773.125000 Penalty: 4407.521484
	Iteration 0F: 3 clusters Score -1074773 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1076312.250000 Penalty: 4407.521484
	Iteration 1F: 3 clusters Score -1076312 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1076581.250000 Penalty: 4407.521484
	Iteration 2F: 3 clusters Score -1076581 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1076758.125000 Penalty: 4407.521484
	Iteration 3F: 3 clusters Score -1076758 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1076879.875000 Penalty: 4407.521484
	Iteration 4Q: 3 clusters Score -1076880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1076974.625000 Penalty: 4407.521484
	Iteration 5Q: 3 clusters Score -1076975 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1077043.500000 Penalty: 4407.521484
	Iteration 6Q: 3 clusters Score -1077044 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1077117.250000 Penalty: 4407.521484
	Iteration 7Q: 3 clusters Score -1077117 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1077196.000000 Penalty: 4407.521484
	Iteration 8Q: 3 clusters Score -1077196 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1077297.000000 Penalty: 4407.521484
	Iteration 9Q: 3 clusters Score -1077297 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1077393.000000 Penalty: 4407.521484
	Iteration 10Q: 3 clusters Score -1077393 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1077491.500000 Penalty: 4407.521484
	Iteration 11Q: 3 clusters Score -1077492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1077604.625000 Penalty: 4407.521484
	Iteration 12Q: 3 clusters Score -1077605 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1077732.375000 Penalty: 4407.521484
	Iteration 13Q: 3 clusters Score -1077732 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1077848.125000 Penalty: 4407.521484
	Iteration 14Q: 3 clusters Score -1077848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1077982.250000 Penalty: 4407.521484
	Iteration 15Q: 3 clusters Score -1077982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1078085.375000 Penalty: 4407.521484
	Iteration 16Q: 3 clusters Score -1078085 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1078171.250000 Penalty: 4407.521484
	Iteration 17Q: 3 clusters Score -1078171 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1078255.125000 Penalty: 4407.521484
	Iteration 18Q: 3 clusters Score -1078255 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1078329.125000 Penalty: 4407.521484
	Iteration 19Q: 3 clusters Score -1078329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1078397.875000 Penalty: 4407.521484
	Iteration 20F: 3 clusters Score -1078398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1078473.375000 Penalty: 4407.521484
	Iteration 21Q: 3 clusters Score -1078473 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1078532.750000 Penalty: 4407.521484
	Iteration 22Q: 3 clusters Score -1078533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1078567.750000 Penalty: 4407.521484
	Iteration 23Q: 3 clusters Score -1078568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1078604.500000 Penalty: 4407.521484
	Iteration 24Q: 3 clusters Score -1078604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1078627.250000 Penalty: 4407.521484
	Iteration 25Q: 3 clusters Score -1078627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1078654.000000 Penalty: 4407.521484
	Iteration 26Q: 3 clusters Score -1078654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1078672.125000 Penalty: 4407.521484
	Iteration 27Q: 3 clusters Score -1078672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1078687.375000 Penalty: 4407.521484
	Iteration 28Q: 3 clusters Score -1078687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1078699.875000 Penalty: 4407.521484
	Iteration 29Q: 3 clusters Score -1078700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1078710.000000 Penalty: 4407.521484
	Iteration 30Q: 3 clusters Score -1078710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1078712.500000 Penalty: 4407.521484
	Iteration 31Q: 3 clusters Score -1078712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1078715.500000 Penalty: 4407.521484
	Iteration 32Q: 3 clusters Score -1078716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1078718.875000 Penalty: 4407.521484
	Iteration 33Q: 3 clusters Score -1078719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1078720.750000 Penalty: 4407.521484
	Iteration 34Q: 3 clusters Score -1078721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1078725.625000 Penalty: 4407.521484
	Iteration 35Q: 3 clusters Score -1078726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1078730.125000 Penalty: 4407.521484
	Iteration 36Q: 3 clusters Score -1078730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1078733.625000 Penalty: 4407.521484
	Iteration 37Q: 3 clusters Score -1078734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1078739.625000 Penalty: 4407.521484
	Iteration 38Q: 3 clusters Score -1078740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1078740.250000 Penalty: 4407.521484
	Iteration 39Q: 3 clusters Score -1078740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1078740.875000 Penalty: 4407.521484
	Iteration 40F: 3 clusters Score -1078741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -327847.062500 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -327847.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -325044.187500 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -325044.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -325671.593750 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -325671.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -325981.531250 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -325981.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -326279.625000 Penalty: 3848.768555
	Iteration 3F: 3 clusters Score -326279.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -326640.625000 Penalty: 3848.768555
	Iteration 4F: 3 clusters Score -326640.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -326968.500000 Penalty: 3848.768555
	Iteration 5F: 3 clusters Score -326968.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -327235.437500 Penalty: 3848.768555
	Iteration 6F: 3 clusters Score -327235.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -327345.968750 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -327346 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -327387.625000 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -327387.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -327414.875000 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -327414.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -327444.156250 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -327444.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -327466.218750 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -327466.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -327487.343750 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -327487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -327507.656250 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -327507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -327523.250000 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -327523.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -327536.625000 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -327536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -327546.781250 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -327546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -327554.468750 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -327554.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -327571.968750 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -327572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -327618.875000 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -327618.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -327719.687500 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -327719.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -327872.937500 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -327872.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -328037.875000 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -328037.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -328116.250000 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -328116.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -328175.218750 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -328175.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -328220.500000 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -328220.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -328253.218750 Penalty: 3848.768555
	Iteration 26Q: 3 clusters Score -328253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -328273.343750 Penalty: 3848.768555
	Iteration 27Q: 3 clusters Score -328273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -328275.500000 Penalty: 3848.768555
	Iteration 28Q: 3 clusters Score -328275.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -328275.500000 Penalty: 3848.768555
	Iteration 29Q: 3 clusters Score -328275.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -328278.343750 Penalty: 3848.768555
	Iteration 30F: 3 clusters Score -328278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -328281.437500 Penalty: 3848.768555
	Iteration 31Q: 3 clusters Score -328281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -328281.437500 Penalty: 3848.768555
	Iteration 32F: 3 clusters Score -328281.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 60100 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 1272 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 48795 members 
Mstep: Class 30 contains 13225 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97687 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 1072 members 
Entering Unmasked Estep 
Score: -115067768.000000 Penalty: 171962.734375
Splitting cluster 27 changes total score from -115068736.000000 to -115067768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -1218949.125000 Penalty: 2257.041016
	Iteration 0F: 2 clusters Score -1218949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1211933.875000 Penalty: 4514.082031
	Iteration 0F: 3 clusters Score -1211934 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1214095.875000 Penalty: 4514.082031
	Iteration 1F: 3 clusters Score -1214096 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1214659.250000 Penalty: 4514.082031
	Iteration 2F: 3 clusters Score -1214659 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1215105.625000 Penalty: 4514.082031
	Iteration 3F: 3 clusters Score -1215106 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1215490.000000 Penalty: 4514.082031
	Iteration 4F: 3 clusters Score -1215490 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1215849.125000 Penalty: 4514.082031
	Iteration 5F: 3 clusters Score -1215849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1216124.625000 Penalty: 4514.082031
	Iteration 6Q: 3 clusters Score -1216125 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1216316.625000 Penalty: 4514.082031
	Iteration 7Q: 3 clusters Score -1216317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1216452.875000 Penalty: 4514.082031
	Iteration 8Q: 3 clusters Score -1216453 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1216577.875000 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -1216578 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1216685.000000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -1216685 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1216765.375000 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -1216765 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1216851.750000 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -1216852 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1216923.750000 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -1216924 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1216981.875000 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -1216982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1217031.500000 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -1217032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1217079.875000 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -1217080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1217119.875000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -1217120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1217152.375000 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -1217152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1217172.000000 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -1217172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1217193.250000 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -1217193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1217221.250000 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -1217221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1217230.750000 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -1217231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1217242.250000 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -1217242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1217252.125000 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -1217252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1217263.500000 Penalty: 4514.082031
	Iteration 25Q: 3 clusters Score -1217264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1217276.375000 Penalty: 4514.082031
	Iteration 26Q: 3 clusters Score -1217276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1217282.750000 Penalty: 4514.082031
	Iteration 27Q: 3 clusters Score -1217283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1217301.750000 Penalty: 4514.082031
	Iteration 28Q: 3 clusters Score -1217302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1217311.000000 Penalty: 4514.082031
	Iteration 29Q: 3 clusters Score -1217311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1217327.375000 Penalty: 4514.082031
	Iteration 30Q: 3 clusters Score -1217327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1217341.250000 Penalty: 4514.082031
	Iteration 31Q: 3 clusters Score -1217341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1217359.625000 Penalty: 4514.082031
	Iteration 32Q: 3 clusters Score -1217360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1217374.000000 Penalty: 4514.082031
	Iteration 33Q: 3 clusters Score -1217374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1217387.375000 Penalty: 4514.082031
	Iteration 34Q: 3 clusters Score -1217387 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1217397.500000 Penalty: 4514.082031
	Iteration 35Q: 3 clusters Score -1217398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1217410.000000 Penalty: 4514.082031
	Iteration 36Q: 3 clusters Score -1217410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1217427.875000 Penalty: 4514.082031
	Iteration 37Q: 3 clusters Score -1217428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1217442.875000 Penalty: 4514.082031
	Iteration 38Q: 3 clusters Score -1217443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1217459.625000 Penalty: 4514.082031
	Iteration 39Q: 3 clusters Score -1217460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1217477.875000 Penalty: 4514.082031
	Iteration 40F: 3 clusters Score -1217478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1217500.625000 Penalty: 4514.082031
	Iteration 41Q: 3 clusters Score -1217501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1217526.875000 Penalty: 4514.082031
	Iteration 42Q: 3 clusters Score -1217527 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1217556.000000 Penalty: 4514.082031
	Iteration 43Q: 3 clusters Score -1217556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1217583.000000 Penalty: 4514.082031
	Iteration 44Q: 3 clusters Score -1217583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1217619.125000 Penalty: 4514.082031
	Iteration 45Q: 3 clusters Score -1217619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1217656.625000 Penalty: 4514.082031
	Iteration 46Q: 3 clusters Score -1217657 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1217699.125000 Penalty: 4514.082031
	Iteration 47Q: 3 clusters Score -1217699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1217750.125000 Penalty: 4514.082031
	Iteration 48Q: 3 clusters Score -1217750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1217788.375000 Penalty: 4514.082031
	Iteration 49Q: 3 clusters Score -1217788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1217826.250000 Penalty: 4514.082031
	Iteration 50Q: 3 clusters Score -1217826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1217864.500000 Penalty: 4514.082031
	Iteration 51Q: 3 clusters Score -1217864 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1217896.250000 Penalty: 4514.082031
	Iteration 52Q: 3 clusters Score -1217896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1217924.375000 Penalty: 4514.082031
	Iteration 53Q: 3 clusters Score -1217924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1217945.375000 Penalty: 4514.082031
	Iteration 54Q: 3 clusters Score -1217945 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1217959.875000 Penalty: 4514.082031
	Iteration 55Q: 3 clusters Score -1217960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1217967.125000 Penalty: 4514.082031
	Iteration 56Q: 3 clusters Score -1217967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1217985.375000 Penalty: 4514.082031
	Iteration 57Q: 3 clusters Score -1217985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1217998.250000 Penalty: 4514.082031
	Iteration 58Q: 3 clusters Score -1217998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1218008.750000 Penalty: 4514.082031
	Iteration 59Q: 3 clusters Score -1218009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1218019.625000 Penalty: 4514.082031
	Iteration 60F: 3 clusters Score -1218020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1218029.875000 Penalty: 4514.082031
	Iteration 61Q: 3 clusters Score -1218030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1218034.750000 Penalty: 4514.082031
	Iteration 62Q: 3 clusters Score -1218035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1218039.125000 Penalty: 4514.082031
	Iteration 63Q: 3 clusters Score -1218039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1218042.625000 Penalty: 4514.082031
	Iteration 64Q: 3 clusters Score -1218043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1218048.750000 Penalty: 4514.082031
	Iteration 65Q: 3 clusters Score -1218049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1218050.000000 Penalty: 4514.082031
	Iteration 66Q: 3 clusters Score -1218050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1218054.125000 Penalty: 4514.082031
	Iteration 67Q: 3 clusters Score -1218054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1218056.000000 Penalty: 4514.082031
	Iteration 68Q: 3 clusters Score -1218056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1218057.750000 Penalty: 4514.082031
	Iteration 69Q: 3 clusters Score -1218058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1218057.250000 Penalty: 4514.082031
	Iteration 70Q: 3 clusters Score -1218057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1218056.625000 Penalty: 4514.082031
	Iteration 71Q: 3 clusters Score -1218057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1218057.125000 Penalty: 4514.082031
	Iteration 72Q: 3 clusters Score -1218057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1218057.000000 Penalty: 4514.082031
	Iteration 73Q: 3 clusters Score -1218057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1218057.625000 Penalty: 4514.082031
	Iteration 74Q: 3 clusters Score -1218058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1218058.000000 Penalty: 4514.082031
	Iteration 75Q: 3 clusters Score -1218058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1218055.750000 Penalty: 4514.082031
	Iteration 76Q: 3 clusters Score -1218056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1218058.375000 Penalty: 4514.082031
	Iteration 77Q: 3 clusters Score -1218058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1218058.500000 Penalty: 4514.082031
	Iteration 78Q: 3 clusters Score -1218058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1218058.500000 Penalty: 4514.082031
	Iteration 79F: 3 clusters Score -1218058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (48795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Entering Unmasked Estep 
Score: -7313657.500000 Penalty: 2677.255127
	Iteration 0F: 2 clusters Score -7313658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7280717.500000 Penalty: 5354.510254
	Iteration 0F: 3 clusters Score -7280718 nChanged 22582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7293310.500000 Penalty: 5354.510254
	Iteration 1F: 3 clusters Score -7293310 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -7294236.000000 Penalty: 5354.510254
	Iteration 2Q: 3 clusters Score -7294236 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -7295295.500000 Penalty: 5354.510254
	Iteration 3Q: 3 clusters Score -7295296 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -7296748.500000 Penalty: 5354.510254
	Iteration 4F: 3 clusters Score -7296748 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -7298347.500000 Penalty: 5354.510254
	Iteration 5F: 3 clusters Score -7298348 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -7299956.000000 Penalty: 5354.510254
	Iteration 6F: 3 clusters Score -7299956 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -7301334.000000 Penalty: 5354.510254
	Iteration 7F: 3 clusters Score -7301334 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7302368.500000 Penalty: 5354.510254
	Iteration 8Q: 3 clusters Score -7302368 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7303018.000000 Penalty: 5354.510254
	Iteration 9Q: 3 clusters Score -7303018 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -7303462.000000 Penalty: 5354.510254
	Iteration 10Q: 3 clusters Score -7303462 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -7303904.500000 Penalty: 5354.510254
	Iteration 11Q: 3 clusters Score -7303904 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7304353.500000 Penalty: 5354.510254
	Iteration 12Q: 3 clusters Score -7304354 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -7304811.500000 Penalty: 5354.510254
	Iteration 13Q: 3 clusters Score -7304812 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -7305404.500000 Penalty: 5354.510254
	Iteration 14Q: 3 clusters Score -7305404 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -7306175.000000 Penalty: 5354.510254
	Iteration 15Q: 3 clusters Score -7306175 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -7307060.500000 Penalty: 5354.510254
	Iteration 16Q: 3 clusters Score -7307060 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7308007.000000 Penalty: 5354.510254
	Iteration 17Q: 3 clusters Score -7308007 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -7308899.500000 Penalty: 5354.510254
	Iteration 18Q: 3 clusters Score -7308900 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -7309587.500000 Penalty: 5354.510254
	Iteration 19Q: 3 clusters Score -7309588 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -7310060.500000 Penalty: 5354.510254
	Iteration 20F: 3 clusters Score -7310060 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -7310514.500000 Penalty: 5354.510254
	Iteration 21Q: 3 clusters Score -7310514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -7310772.500000 Penalty: 5354.510254
	Iteration 22Q: 3 clusters Score -7310772 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -7310960.500000 Penalty: 5354.510254
	Iteration 23Q: 3 clusters Score -7310960 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -7311076.500000 Penalty: 5354.510254
	Iteration 24Q: 3 clusters Score -7311076 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -7311182.500000 Penalty: 5354.510254
	Iteration 25Q: 3 clusters Score -7311182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -7311253.500000 Penalty: 5354.510254
	Iteration 26Q: 3 clusters Score -7311254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -7311329.000000 Penalty: 5354.510254
	Iteration 27Q: 3 clusters Score -7311329 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -7311391.000000 Penalty: 5354.510254
	Iteration 28Q: 3 clusters Score -7311391 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -7311430.500000 Penalty: 5354.510254
	Iteration 29Q: 3 clusters Score -7311430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -7311475.000000 Penalty: 5354.510254
	Iteration 30Q: 3 clusters Score -7311475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -7311505.500000 Penalty: 5354.510254
	Iteration 31Q: 3 clusters Score -7311506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -7311527.000000 Penalty: 5354.510254
	Iteration 32Q: 3 clusters Score -7311527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -7311531.000000 Penalty: 5354.510254
	Iteration 33Q: 3 clusters Score -7311531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -7311545.500000 Penalty: 5354.510254
	Iteration 34Q: 3 clusters Score -7311546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -7311568.500000 Penalty: 5354.510254
	Iteration 35Q: 3 clusters Score -7311568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -7311572.500000 Penalty: 5354.510254
	Iteration 36Q: 3 clusters Score -7311572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -7311585.000000 Penalty: 5354.510254
	Iteration 37Q: 3 clusters Score -7311585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -7311597.500000 Penalty: 5354.510254
	Iteration 38Q: 3 clusters Score -7311598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -7311601.500000 Penalty: 5354.510254
	Iteration 39Q: 3 clusters Score -7311602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -7311610.500000 Penalty: 5354.510254
	Iteration 40F: 3 clusters Score -7311610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -7311611.500000 Penalty: 5354.510254
	Iteration 41Q: 3 clusters Score -7311612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -7311607.000000 Penalty: 5354.510254
	Iteration 42Q: 3 clusters Score -7311607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -7311618.000000 Penalty: 5354.510254
	Iteration 43Q: 3 clusters Score -7311618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -7311625.500000 Penalty: 5354.510254
	Iteration 44Q: 3 clusters Score -7311626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -7311631.000000 Penalty: 5354.510254
	Iteration 45Q: 3 clusters Score -7311631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -7311632.000000 Penalty: 5354.510254
	Iteration 46Q: 3 clusters Score -7311632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7311641.500000 Penalty: 5354.510254
	Iteration 47Q: 3 clusters Score -7311642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -7311632.000000 Penalty: 5354.510254
	Iteration 48Q: 3 clusters Score -7311632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -7311628.500000 Penalty: 5354.510254
	Iteration 49Q: 3 clusters Score -7311628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -7311643.000000 Penalty: 5354.510254
	Iteration 50Q: 3 clusters Score -7311643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -7311644.000000 Penalty: 5354.510254
	Iteration 51Q: 3 clusters Score -7311644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -7311648.500000 Penalty: 5354.510254
	Iteration 52Q: 3 clusters Score -7311648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -7311646.500000 Penalty: 5354.510254
	Iteration 53Q: 3 clusters Score -7311646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -7311657.000000 Penalty: 5354.510254
	Iteration 54Q: 3 clusters Score -7311657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -7311663.500000 Penalty: 5354.510254
	Iteration 55Q: 3 clusters Score -7311664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -7311656.500000 Penalty: 5354.510254
	Iteration 56Q: 3 clusters Score -7311656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -7311654.500000 Penalty: 5354.510254
	Iteration 57Q: 3 clusters Score -7311654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -7311652.000000 Penalty: 5354.510254
	Iteration 58Q: 3 clusters Score -7311652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -7311660.000000 Penalty: 5354.510254
	Iteration 59Q: 3 clusters Score -7311660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -7311661.500000 Penalty: 5354.510254
	Iteration 60F: 3 clusters Score -7311662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -7311657.000000 Penalty: 5354.510254
	Iteration 61Q: 3 clusters Score -7311657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -7311669.000000 Penalty: 5354.510254
	Iteration 62Q: 3 clusters Score -7311669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -7311665.000000 Penalty: 5354.510254
	Iteration 63Q: 3 clusters Score -7311665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -7311667.500000 Penalty: 5354.510254
	Iteration 64Q: 3 clusters Score -7311668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -7311665.500000 Penalty: 5354.510254
	Iteration 65Q: 3 clusters Score -7311666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -7311665.500000 Penalty: 5354.510254
	Iteration 66F: 3 clusters Score -7311666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Entering Unmasked Estep 
Score: -1958954.875000 Penalty: 2353.486328
	Iteration 0F: 2 clusters Score -1958955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1949242.250000 Penalty: 4706.972656
	Iteration 0F: 3 clusters Score -1949242 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1952229.875000 Penalty: 4706.972656
	Iteration 1F: 3 clusters Score -1952230 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1952614.500000 Penalty: 4706.972656
	Iteration 2F: 3 clusters Score -1952614 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1952905.000000 Penalty: 4706.972656
	Iteration 3Q: 3 clusters Score -1952905 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1953194.750000 Penalty: 4706.972656
	Iteration 4Q: 3 clusters Score -1953195 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1953488.500000 Penalty: 4706.972656
	Iteration 5Q: 3 clusters Score -1953488 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1953791.250000 Penalty: 4706.972656
	Iteration 6Q: 3 clusters Score -1953791 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1954142.250000 Penalty: 4706.972656
	Iteration 7F: 3 clusters Score -1954142 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1954507.625000 Penalty: 4706.972656
	Iteration 8Q: 3 clusters Score -1954508 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1954837.750000 Penalty: 4706.972656
	Iteration 9Q: 3 clusters Score -1954838 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1955092.000000 Penalty: 4706.972656
	Iteration 10Q: 3 clusters Score -1955092 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1955288.625000 Penalty: 4706.972656
	Iteration 11Q: 3 clusters Score -1955289 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1955461.875000 Penalty: 4706.972656
	Iteration 12Q: 3 clusters Score -1955462 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1955613.625000 Penalty: 4706.972656
	Iteration 13Q: 3 clusters Score -1955614 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1955765.125000 Penalty: 4706.972656
	Iteration 14Q: 3 clusters Score -1955765 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1955904.875000 Penalty: 4706.972656
	Iteration 15Q: 3 clusters Score -1955905 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1956036.375000 Penalty: 4706.972656
	Iteration 16Q: 3 clusters Score -1956036 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1956132.500000 Penalty: 4706.972656
	Iteration 17Q: 3 clusters Score -1956132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1956231.375000 Penalty: 4706.972656
	Iteration 18Q: 3 clusters Score -1956231 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1956346.875000 Penalty: 4706.972656
	Iteration 19Q: 3 clusters Score -1956347 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1956452.750000 Penalty: 4706.972656
	Iteration 20F: 3 clusters Score -1956453 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1956541.000000 Penalty: 4706.972656
	Iteration 21Q: 3 clusters Score -1956541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1956604.125000 Penalty: 4706.972656
	Iteration 22Q: 3 clusters Score -1956604 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1956666.500000 Penalty: 4706.972656
	Iteration 23Q: 3 clusters Score -1956666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1956718.750000 Penalty: 4706.972656
	Iteration 24Q: 3 clusters Score -1956719 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1956753.125000 Penalty: 4706.972656
	Iteration 25Q: 3 clusters Score -1956753 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1956784.500000 Penalty: 4706.972656
	Iteration 26Q: 3 clusters Score -1956784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1956819.250000 Penalty: 4706.972656
	Iteration 27Q: 3 clusters Score -1956819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1956834.125000 Penalty: 4706.972656
	Iteration 28Q: 3 clusters Score -1956834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1956854.500000 Penalty: 4706.972656
	Iteration 29Q: 3 clusters Score -1956854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1956870.125000 Penalty: 4706.972656
	Iteration 30Q: 3 clusters Score -1956870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1956877.250000 Penalty: 4706.972656
	Iteration 31Q: 3 clusters Score -1956877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1956888.375000 Penalty: 4706.972656
	Iteration 32Q: 3 clusters Score -1956888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1956898.625000 Penalty: 4706.972656
	Iteration 33Q: 3 clusters Score -1956899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1956912.375000 Penalty: 4706.972656
	Iteration 34Q: 3 clusters Score -1956912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1956919.625000 Penalty: 4706.972656
	Iteration 35Q: 3 clusters Score -1956920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1956922.375000 Penalty: 4706.972656
	Iteration 36Q: 3 clusters Score -1956922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1956930.000000 Penalty: 4706.972656
	Iteration 37Q: 3 clusters Score -1956930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1956929.125000 Penalty: 4706.972656
	Iteration 38Q: 3 clusters Score -1956929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1956933.750000 Penalty: 4706.972656
	Iteration 39Q: 3 clusters Score -1956934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1956941.000000 Penalty: 4706.972656
	Iteration 40F: 3 clusters Score -1956941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1956939.625000 Penalty: 4706.972656
	Iteration 41Q: 3 clusters Score -1956940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1956943.125000 Penalty: 4706.972656
	Iteration 42Q: 3 clusters Score -1956943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1956941.000000 Penalty: 4706.972656
	Iteration 43Q: 3 clusters Score -1956941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1956943.875000 Penalty: 4706.972656
	Iteration 44Q: 3 clusters Score -1956944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1956943.875000 Penalty: 4706.972656
	Iteration 45F: 3 clusters Score -1956944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97494 members 
Entering Unmasked Estep 
Score: -14643527.000000 Penalty: 2848.911377
	Iteration 0F: 2 clusters Score -1.464353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -14578473.000000 Penalty: 5697.822754
	Iteration 0F: 3 clusters Score -1.457847e+07 nChanged 46206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -14605105.000000 Penalty: 5697.822754
	Iteration 1F: 3 clusters Score -1.46051e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -14606232.000000 Penalty: 5697.822754
	Iteration 2Q: 3 clusters Score -1.460623e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -14607722.000000 Penalty: 5697.822754
	Iteration 3Q: 3 clusters Score -1.460772e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -14609895.000000 Penalty: 5697.822754
	Iteration 4Q: 3 clusters Score -1.46099e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -14613628.000000 Penalty: 5697.822754
	Iteration 5F: 3 clusters Score -1.461363e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73082 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -14619032.000000 Penalty: 5697.822754
	Iteration 6F: 3 clusters Score -1.461903e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -14625638.000000 Penalty: 5697.822754
	Iteration 7F: 3 clusters Score -1.462564e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87356 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -14632274.000000 Penalty: 5697.822754
	Iteration 8F: 3 clusters Score -1.463227e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -14636830.000000 Penalty: 5697.822754
	Iteration 9Q: 3 clusters Score -1.463683e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94262 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -14639002.000000 Penalty: 5697.822754
	Iteration 10Q: 3 clusters Score -1.4639e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -14640044.000000 Penalty: 5697.822754
	Iteration 11Q: 3 clusters Score -1.464004e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14640501.000000 Penalty: 5697.822754
	Iteration 12Q: 3 clusters Score -1.46405e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14640720.000000 Penalty: 5697.822754
	Iteration 13Q: 3 clusters Score -1.464072e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14640856.000000 Penalty: 5697.822754
	Iteration 14Q: 3 clusters Score -1.464086e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -14640905.000000 Penalty: 5697.822754
	Iteration 15Q: 3 clusters Score -1.46409e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14640956.000000 Penalty: 5697.822754
	Iteration 16Q: 3 clusters Score -1.464096e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96646 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14640983.000000 Penalty: 5697.822754
	Iteration 17Q: 3 clusters Score -1.464098e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96684 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14641020.000000 Penalty: 5697.822754
	Iteration 18Q: 3 clusters Score -1.464102e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14641038.000000 Penalty: 5697.822754
	Iteration 19Q: 3 clusters Score -1.464104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -14641044.000000 Penalty: 5697.822754
	Iteration 20F: 3 clusters Score -1.464104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -14641054.000000 Penalty: 5697.822754
	Iteration 21Q: 3 clusters Score -1.464105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96764 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14641075.000000 Penalty: 5697.822754
	Iteration 22Q: 3 clusters Score -1.464108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96776 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14641083.000000 Penalty: 5697.822754
	Iteration 23Q: 3 clusters Score -1.464108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -14641091.000000 Penalty: 5697.822754
	Iteration 24Q: 3 clusters Score -1.464109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14641092.000000 Penalty: 5697.822754
	Iteration 25Q: 3 clusters Score -1.464109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14641116.000000 Penalty: 5697.822754
	Iteration 26Q: 3 clusters Score -1.464112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14641134.000000 Penalty: 5697.822754
	Iteration 27Q: 3 clusters Score -1.464113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14641125.000000 Penalty: 5697.822754
	Iteration 28Q: 3 clusters Score -1.464112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14641131.000000 Penalty: 5697.822754
	Iteration 29Q: 3 clusters Score -1.464113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14641133.000000 Penalty: 5697.822754
	Iteration 30Q: 3 clusters Score -1.464113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -14641134.000000 Penalty: 5697.822754
	Iteration 31Q: 3 clusters Score -1.464113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96824 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14641138.000000 Penalty: 5697.822754
	Iteration 32Q: 3 clusters Score -1.464114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96825 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -14641138.000000 Penalty: 5697.822754
	Iteration 33Q: 3 clusters Score -1.464114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14641126.000000 Penalty: 5697.822754
	Iteration 34Q: 3 clusters Score -1.464113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96827 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14641126.000000 Penalty: 5697.822754
	Iteration 35F: 3 clusters Score -1.464113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73763.578125 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73763.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72194.898438 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72194.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72400.992188 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72400.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72455.289062 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -72455.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72483.070312 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72483.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72511.585938 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72511.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72519.976562 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72519.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72524.234375 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72524.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72524.234375 Penalty: 3120.618408
	Iteration 7F: 3 clusters Score -72524.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -900917.312500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -900917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -895587.000000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -895587 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -897261.937500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -897261.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -897833.375000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -897833.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -898282.250000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -898282.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -898636.875000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -898636.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -898924.687500 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -898924.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -899130.562500 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -899130.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -899285.687500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -899285.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -899364.250000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -899364.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -899401.250000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -899401.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -899428.437500 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -899428.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -899437.875000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -899437.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -899449.562500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -899449.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -899463.562500 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -899463.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -899473.125000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -899473.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -899483.312500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -899483.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -899494.062500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -899494.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -899501.500000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -899501.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -899509.625000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -899509.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -899511.500000 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -899511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -899515.125000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -899515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -899514.437500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -899514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -899515.062500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -899515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -899516.375000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -899516.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -899518.437500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -899518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -899519.000000 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -899519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -899519.437500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -899519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -899519.625000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -899519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -899519.625000 Penalty: 4333.059570
	Iteration 28F: 3 clusters Score -899519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -789834.687500 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -789834.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -785036.437500 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -785036.4 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -786271.437500 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -786271.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -786527.875000 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -786527.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -786685.562500 Penalty: 4276.379883
	Iteration 3F: 3 clusters Score -786685.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -786793.500000 Penalty: 4276.379883
	Iteration 4Q: 3 clusters Score -786793.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -786878.000000 Penalty: 4276.379883
	Iteration 5Q: 3 clusters Score -786878 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -786944.187500 Penalty: 4276.379883
	Iteration 6Q: 3 clusters Score -786944.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -786990.875000 Penalty: 4276.379883
	Iteration 7Q: 3 clusters Score -786990.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -787036.937500 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -787036.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -787082.000000 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -787082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -787137.187500 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -787137.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -787189.375000 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -787189.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -787241.625000 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -787241.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -787295.187500 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -787295.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -787347.187500 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -787347.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -787398.000000 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -787398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -787438.937500 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -787438.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -787466.500000 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -787466.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -787489.562500 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -787489.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -787510.937500 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -787510.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -787532.562500 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -787532.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -787560.000000 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -787560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -787586.875000 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -787586.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -787609.687500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -787609.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -787630.625000 Penalty: 4276.379883
	Iteration 24Q: 3 clusters Score -787630.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -787647.687500 Penalty: 4276.379883
	Iteration 25Q: 3 clusters Score -787647.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -787667.687500 Penalty: 4276.379883
	Iteration 26Q: 3 clusters Score -787667.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -787694.125000 Penalty: 4276.379883
	Iteration 27Q: 3 clusters Score -787694.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -787721.375000 Penalty: 4276.379883
	Iteration 28Q: 3 clusters Score -787721.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -787753.875000 Penalty: 4276.379883
	Iteration 29Q: 3 clusters Score -787753.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -787791.750000 Penalty: 4276.379883
	Iteration 30Q: 3 clusters Score -787791.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -787831.750000 Penalty: 4276.379883
	Iteration 31Q: 3 clusters Score -787831.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -787872.250000 Penalty: 4276.379883
	Iteration 32Q: 3 clusters Score -787872.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -787909.937500 Penalty: 4276.379883
	Iteration 33Q: 3 clusters Score -787909.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -787953.500000 Penalty: 4276.379883
	Iteration 34Q: 3 clusters Score -787953.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -787991.000000 Penalty: 4276.379883
	Iteration 35Q: 3 clusters Score -787991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -788025.687500 Penalty: 4276.379883
	Iteration 36Q: 3 clusters Score -788025.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -788057.250000 Penalty: 4276.379883
	Iteration 37Q: 3 clusters Score -788057.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -788087.125000 Penalty: 4276.379883
	Iteration 38Q: 3 clusters Score -788087.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -788107.250000 Penalty: 4276.379883
	Iteration 39Q: 3 clusters Score -788107.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -788124.250000 Penalty: 4276.379883
	Iteration 40F: 3 clusters Score -788124.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -788152.437500 Penalty: 4276.379883
	Iteration 41Q: 3 clusters Score -788152.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -788175.625000 Penalty: 4276.379883
	Iteration 42Q: 3 clusters Score -788175.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -788189.812500 Penalty: 4276.379883
	Iteration 43Q: 3 clusters Score -788189.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -788204.437500 Penalty: 4276.379883
	Iteration 44Q: 3 clusters Score -788204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -788217.687500 Penalty: 4276.379883
	Iteration 45Q: 3 clusters Score -788217.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -788227.562500 Penalty: 4276.379883
	Iteration 46Q: 3 clusters Score -788227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -788234.625000 Penalty: 4276.379883
	Iteration 47Q: 3 clusters Score -788234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -788240.875000 Penalty: 4276.379883
	Iteration 48Q: 3 clusters Score -788240.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -788244.187500 Penalty: 4276.379883
	Iteration 49Q: 3 clusters Score -788244.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -788249.187500 Penalty: 4276.379883
	Iteration 50Q: 3 clusters Score -788249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -788256.875000 Penalty: 4276.379883
	Iteration 51Q: 3 clusters Score -788256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -788264.812500 Penalty: 4276.379883
	Iteration 52Q: 3 clusters Score -788264.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -788268.812500 Penalty: 4276.379883
	Iteration 53Q: 3 clusters Score -788268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -788275.125000 Penalty: 4276.379883
	Iteration 54Q: 3 clusters Score -788275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -788281.687500 Penalty: 4276.379883
	Iteration 55Q: 3 clusters Score -788281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -788285.187500 Penalty: 4276.379883
	Iteration 56Q: 3 clusters Score -788285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -788283.812500 Penalty: 4276.379883
	Iteration 57Q: 3 clusters Score -788283.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -788282.250000 Penalty: 4276.379883
	Iteration 58Q: 3 clusters Score -788282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -788282.250000 Penalty: 4276.379883
	Iteration 59F: 3 clusters Score -788282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Entering Unmasked Estep 
Score: -15118.900391 Penalty: 1253.948975
	Iteration 0F: 2 clusters Score -15118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14263.514648 Penalty: 2507.897949
	Iteration 0F: 3 clusters Score -14263.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14417.085938 Penalty: 2507.897949
	Iteration 1F: 3 clusters Score -14417.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14427.984375 Penalty: 2507.897949
	Iteration 2Q: 3 clusters Score -14427.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -14427.984375 Penalty: 2507.897949
	Iteration 3F: 3 clusters Score -14427.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80152 members 
Entering Unmasked Estep 
Score: -11953768.000000 Penalty: 2800.336670
	Iteration 0F: 2 clusters Score -1.195377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -11900142.000000 Penalty: 5600.673340
	Iteration 0F: 3 clusters Score -1.190014e+07 nChanged 37789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -11921335.000000 Penalty: 5600.673340
	Iteration 1F: 3 clusters Score -1.192134e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -11921961.000000 Penalty: 5600.673340
	Iteration 2Q: 3 clusters Score -1.192196e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -11922557.000000 Penalty: 5600.673340
	Iteration 3Q: 3 clusters Score -1.192256e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -11923330.000000 Penalty: 5600.673340
	Iteration 4Q: 3 clusters Score -1.192333e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -11924088.000000 Penalty: 5600.673340
	Iteration 5Q: 3 clusters Score -1.192409e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -11925162.000000 Penalty: 5600.673340
	Iteration 6Q: 3 clusters Score -1.192516e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -11926840.000000 Penalty: 5600.673340
	Iteration 7Q: 3 clusters Score -1.192684e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -11929389.000000 Penalty: 5600.673340
	Iteration 8F: 3 clusters Score -1.192939e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59599 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -11933322.000000 Penalty: 5600.673340
	Iteration 9F: 3 clusters Score -1.193332e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -11938631.000000 Penalty: 5600.673340
	Iteration 10F: 3 clusters Score -1.193863e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71270 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -11944171.000000 Penalty: 5600.673340
	Iteration 11F: 3 clusters Score -1.194417e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -11948684.000000 Penalty: 5600.673340
	Iteration 12F: 3 clusters Score -1.194868e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11950873.000000 Penalty: 5600.673340
	Iteration 13Q: 3 clusters Score -1.195087e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -11951828.000000 Penalty: 5600.673340
	Iteration 14Q: 3 clusters Score -1.195183e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11952187.000000 Penalty: 5600.673340
	Iteration 15Q: 3 clusters Score -1.195219e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11952437.000000 Penalty: 5600.673340
	Iteration 16Q: 3 clusters Score -1.195244e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11952495.000000 Penalty: 5600.673340
	Iteration 17Q: 3 clusters Score -1.19525e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11952563.000000 Penalty: 5600.673340
	Iteration 18Q: 3 clusters Score -1.195256e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11952613.000000 Penalty: 5600.673340
	Iteration 19Q: 3 clusters Score -1.195261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79306 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11952636.000000 Penalty: 5600.673340
	Iteration 20F: 3 clusters Score -1.195264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11952642.000000 Penalty: 5600.673340
	Iteration 21Q: 3 clusters Score -1.195264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11952653.000000 Penalty: 5600.673340
	Iteration 22Q: 3 clusters Score -1.195265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11952652.000000 Penalty: 5600.673340
	Iteration 23Q: 3 clusters Score -1.195265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79269 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11952659.000000 Penalty: 5600.673340
	Iteration 24Q: 3 clusters Score -1.195266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11952667.000000 Penalty: 5600.673340
	Iteration 25Q: 3 clusters Score -1.195267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11952661.000000 Penalty: 5600.673340
	Iteration 26Q: 3 clusters Score -1.195266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79265 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -11952665.000000 Penalty: 5600.673340
	Iteration 27Q: 3 clusters Score -1.195266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11952662.000000 Penalty: 5600.673340
	Iteration 28Q: 3 clusters Score -1.195266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11952662.000000 Penalty: 5600.673340
	Iteration 29F: 3 clusters Score -1.195266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -412791.812500 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -412791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -409665.750000 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -409665.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -410308.906250 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -410308.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -410478.875000 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -410478.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -410565.843750 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -410565.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -410615.468750 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -410615.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -410646.093750 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -410646.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410663.875000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -410663.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -410682.875000 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -410682.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -410702.187500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -410702.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -410720.031250 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -410720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -410736.375000 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -410736.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -410757.156250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -410757.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -410773.187500 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -410773.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -410793.093750 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -410793.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -410814.812500 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -410814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -410843.437500 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -410843.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -410881.062500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -410881.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410912.468750 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -410912.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -410940.906250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -410940.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -410974.375000 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -410974.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -411014.656250 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -411014.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -411050.593750 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -411050.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -411083.343750 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -411083.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -411117.375000 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -411117.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -411171.937500 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -411171.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411263.250000 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -411263.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -411374.125000 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -411374.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -411507.281250 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -411507.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -411630.906250 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -411630.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -411759.656250 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -411759.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -411929.031250 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -411929 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -412124.843750 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -412124.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -412254.500000 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -412254.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -412342.593750 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -412342.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -412377.000000 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -412377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -412390.218750 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -412390.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -412398.406250 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -412398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -412405.218750 Penalty: 3940.468262
	Iteration 37Q: 3 clusters Score -412405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -412408.031250 Penalty: 3940.468262
	Iteration 38Q: 3 clusters Score -412408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -412409.937500 Penalty: 3940.468262
	Iteration 39Q: 3 clusters Score -412409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -412410.906250 Penalty: 3940.468262
	Iteration 40F: 3 clusters Score -412410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -412411.906250 Penalty: 3940.468262
	Iteration 41Q: 3 clusters Score -412411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -412412.500000 Penalty: 3940.468262
	Iteration 42Q: 3 clusters Score -412412.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -412412.500000 Penalty: 3940.468262
	Iteration 43F: 3 clusters Score -412412.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -664903.812500 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -664903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -660290.937500 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -660290.9 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -661771.750000 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -661771.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -662231.375000 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -662231.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -662552.437500 Penalty: 4251.741699
	Iteration 3F: 3 clusters Score -662552.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -662809.562500 Penalty: 4251.741699
	Iteration 4F: 3 clusters Score -662809.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -663000.500000 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -663000.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -663129.375000 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -663129.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -663211.562500 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -663211.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -663284.750000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -663284.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -663361.687500 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -663361.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -663432.187500 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -663432.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -663493.500000 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -663493.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -663550.937500 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -663550.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -663625.625000 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -663625.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -663686.062500 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -663686.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -663730.812500 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -663730.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -663766.687500 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -663766.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -663787.687500 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -663787.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -663803.562500 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -663803.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -663814.062500 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -663814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -663817.687500 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -663817.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -663823.562500 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -663823.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -663828.500000 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -663828.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -663834.000000 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -663834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -663838.500000 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -663838.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -663844.812500 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -663844.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -663848.625000 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -663848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -663848.062500 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -663848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -663852.187500 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -663852.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -663854.750000 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -663854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -663856.812500 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -663856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -663856.250000 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -663856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -663856.250000 Penalty: 4251.741699
	Iteration 32F: 3 clusters Score -663856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -469008.125000 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -469008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -465657.718750 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -465657.7 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -466304.968750 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -466305 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -466468.687500 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -466468.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466565.437500 Penalty: 3994.254639
	Iteration 3Q: 3 clusters Score -466565.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -466637.125000 Penalty: 3994.254639
	Iteration 4Q: 3 clusters Score -466637.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -466692.156250 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -466692.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -466748.156250 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -466748.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -466797.218750 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -466797.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -466839.843750 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -466839.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -466880.312500 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -466880.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -466920.468750 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -466920.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -466959.062500 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -466959.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -466988.593750 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -466988.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -467023.625000 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -467023.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -467066.343750 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -467066.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -467106.937500 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -467106.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -467143.656250 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -467143.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -467187.625000 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -467187.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -467219.781250 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -467219.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -467247.406250 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -467247.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -467271.187500 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -467271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -467292.843750 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -467292.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -467305.906250 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -467305.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -467319.218750 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -467319.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -467339.218750 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -467339.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -467353.125000 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -467353.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -467367.750000 Penalty: 3994.254639
	Iteration 26Q: 3 clusters Score -467367.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -467381.031250 Penalty: 3994.254639
	Iteration 27Q: 3 clusters Score -467381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -467389.437500 Penalty: 3994.254639
	Iteration 28Q: 3 clusters Score -467389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -467395.718750 Penalty: 3994.254639
	Iteration 29Q: 3 clusters Score -467395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -467399.562500 Penalty: 3994.254639
	Iteration 30Q: 3 clusters Score -467399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -467405.031250 Penalty: 3994.254639
	Iteration 31Q: 3 clusters Score -467405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -467410.156250 Penalty: 3994.254639
	Iteration 32Q: 3 clusters Score -467410.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -467413.906250 Penalty: 3994.254639
	Iteration 33Q: 3 clusters Score -467413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -467416.406250 Penalty: 3994.254639
	Iteration 34Q: 3 clusters Score -467416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -467417.781250 Penalty: 3994.254639
	Iteration 35Q: 3 clusters Score -467417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -467419.406250 Penalty: 3994.254639
	Iteration 36Q: 3 clusters Score -467419.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -467420.312500 Penalty: 3994.254639
	Iteration 37Q: 3 clusters Score -467420.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -467422.375000 Penalty: 3994.254639
	Iteration 38Q: 3 clusters Score -467422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -467421.406250 Penalty: 3994.254639
	Iteration 39Q: 3 clusters Score -467421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -467421.406250 Penalty: 3994.254639
	Iteration 40F: 3 clusters Score -467421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Entering Unmasked Estep 
Score: -4155148.750000 Penalty: 2556.049316
	Iteration 0F: 2 clusters Score -4155149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4134575.000000 Penalty: 5112.098633
	Iteration 0F: 3 clusters Score -4134575 nChanged 13449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -4142264.000000 Penalty: 5112.098633
	Iteration 1F: 3 clusters Score -4142264 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4143115.000000 Penalty: 5112.098633
	Iteration 2F: 3 clusters Score -4143115 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -4144086.000000 Penalty: 5112.098633
	Iteration 3F: 3 clusters Score -4144086 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -4145120.750000 Penalty: 5112.098633
	Iteration 4F: 3 clusters Score -4145121 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4146228.250000 Penalty: 5112.098633
	Iteration 5F: 3 clusters Score -4146228 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4147352.500000 Penalty: 5112.098633
	Iteration 6F: 3 clusters Score -4147352 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -4148338.000000 Penalty: 5112.098633
	Iteration 7F: 3 clusters Score -4148338 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4149160.000000 Penalty: 5112.098633
	Iteration 8F: 3 clusters Score -4149160 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -4149766.500000 Penalty: 5112.098633
	Iteration 9Q: 3 clusters Score -4149766 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -4150254.500000 Penalty: 5112.098633
	Iteration 10Q: 3 clusters Score -4150254 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -4150657.250000 Penalty: 5112.098633
	Iteration 11Q: 3 clusters Score -4150657 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4150965.750000 Penalty: 5112.098633
	Iteration 12Q: 3 clusters Score -4150966 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -4151255.250000 Penalty: 5112.098633
	Iteration 13Q: 3 clusters Score -4151255 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4151497.250000 Penalty: 5112.098633
	Iteration 14Q: 3 clusters Score -4151497 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4151686.750000 Penalty: 5112.098633
	Iteration 15Q: 3 clusters Score -4151687 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -4151876.000000 Penalty: 5112.098633
	Iteration 16Q: 3 clusters Score -4151876 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4152044.750000 Penalty: 5112.098633
	Iteration 17Q: 3 clusters Score -4152045 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -4152178.250000 Penalty: 5112.098633
	Iteration 18Q: 3 clusters Score -4152178 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4152343.500000 Penalty: 5112.098633
	Iteration 19Q: 3 clusters Score -4152344 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4152504.000000 Penalty: 5112.098633
	Iteration 20F: 3 clusters Score -4152504 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4152652.500000 Penalty: 5112.098633
	Iteration 21Q: 3 clusters Score -4152652 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4152857.000000 Penalty: 5112.098633
	Iteration 22Q: 3 clusters Score -4152857 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4153065.750000 Penalty: 5112.098633
	Iteration 23Q: 3 clusters Score -4153066 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4153250.250000 Penalty: 5112.098633
	Iteration 24Q: 3 clusters Score -4153250 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4153399.250000 Penalty: 5112.098633
	Iteration 25Q: 3 clusters Score -4153399 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4153503.250000 Penalty: 5112.098633
	Iteration 26Q: 3 clusters Score -4153503 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -4153572.000000 Penalty: 5112.098633
	Iteration 27Q: 3 clusters Score -4153572 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4153639.750000 Penalty: 5112.098633
	Iteration 28Q: 3 clusters Score -4153640 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4153670.750000 Penalty: 5112.098633
	Iteration 29Q: 3 clusters Score -4153671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4153693.000000 Penalty: 5112.098633
	Iteration 30Q: 3 clusters Score -4153693 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -4153728.000000 Penalty: 5112.098633
	Iteration 31Q: 3 clusters Score -4153728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4153751.250000 Penalty: 5112.098633
	Iteration 32Q: 3 clusters Score -4153751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -4153777.000000 Penalty: 5112.098633
	Iteration 33Q: 3 clusters Score -4153777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4153804.750000 Penalty: 5112.098633
	Iteration 34Q: 3 clusters Score -4153805 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4153826.250000 Penalty: 5112.098633
	Iteration 35Q: 3 clusters Score -4153826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4153837.500000 Penalty: 5112.098633
	Iteration 36Q: 3 clusters Score -4153838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4153859.250000 Penalty: 5112.098633
	Iteration 37Q: 3 clusters Score -4153859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4153869.500000 Penalty: 5112.098633
	Iteration 38Q: 3 clusters Score -4153870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4153880.750000 Penalty: 5112.098633
	Iteration 39Q: 3 clusters Score -4153881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4153873.000000 Penalty: 5112.098633
	Iteration 40F: 3 clusters Score -4153873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4153877.250000 Penalty: 5112.098633
	Iteration 41Q: 3 clusters Score -4153877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4153878.000000 Penalty: 5112.098633
	Iteration 42Q: 3 clusters Score -4153878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4153878.750000 Penalty: 5112.098633
	Iteration 43Q: 3 clusters Score -4153879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4153887.750000 Penalty: 5112.098633
	Iteration 44Q: 3 clusters Score -4153888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4153893.500000 Penalty: 5112.098633
	Iteration 45Q: 3 clusters Score -4153894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4153895.250000 Penalty: 5112.098633
	Iteration 46Q: 3 clusters Score -4153895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4153895.000000 Penalty: 5112.098633
	Iteration 47Q: 3 clusters Score -4153895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4153894.750000 Penalty: 5112.098633
	Iteration 48Q: 3 clusters Score -4153895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4153898.500000 Penalty: 5112.098633
	Iteration 49Q: 3 clusters Score -4153898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4153900.750000 Penalty: 5112.098633
	Iteration 50Q: 3 clusters Score -4153901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4153900.000000 Penalty: 5112.098633
	Iteration 51Q: 3 clusters Score -4153900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4153904.000000 Penalty: 5112.098633
	Iteration 52Q: 3 clusters Score -4153904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4153898.500000 Penalty: 5112.098633
	Iteration 53Q: 3 clusters Score -4153898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4153895.750000 Penalty: 5112.098633
	Iteration 54Q: 3 clusters Score -4153896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4153906.750000 Penalty: 5112.098633
	Iteration 55Q: 3 clusters Score -4153907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4153908.500000 Penalty: 5112.098633
	Iteration 56Q: 3 clusters Score -4153908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4153903.750000 Penalty: 5112.098633
	Iteration 57Q: 3 clusters Score -4153904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4153905.750000 Penalty: 5112.098633
	Iteration 58Q: 3 clusters Score -4153906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4153904.500000 Penalty: 5112.098633
	Iteration 59Q: 3 clusters Score -4153904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4153905.750000 Penalty: 5112.098633
	Iteration 60F: 3 clusters Score -4153906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4153910.000000 Penalty: 5112.098633
	Iteration 61Q: 3 clusters Score -4153910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4153908.250000 Penalty: 5112.098633
	Iteration 62Q: 3 clusters Score -4153908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4153908.250000 Penalty: 5112.098633
	Iteration 63F: 3 clusters Score -4153908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Entering Unmasked Estep 
Score: -1610926.375000 Penalty: 2308.071777
	Iteration 0F: 2 clusters Score -1610926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1602599.375000 Penalty: 4616.143555
	Iteration 0F: 3 clusters Score -1602599 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1605139.500000 Penalty: 4616.143555
	Iteration 1F: 3 clusters Score -1605140 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1605484.375000 Penalty: 4616.143555
	Iteration 2F: 3 clusters Score -1605484 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1605730.125000 Penalty: 4616.143555
	Iteration 3F: 3 clusters Score -1605730 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1605925.500000 Penalty: 4616.143555
	Iteration 4Q: 3 clusters Score -1605926 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1606132.250000 Penalty: 4616.143555
	Iteration 5Q: 3 clusters Score -1606132 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1606339.250000 Penalty: 4616.143555
	Iteration 6Q: 3 clusters Score -1606339 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1606565.500000 Penalty: 4616.143555
	Iteration 7Q: 3 clusters Score -1606566 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1606858.000000 Penalty: 4616.143555
	Iteration 8Q: 3 clusters Score -1606858 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1607161.750000 Penalty: 4616.143555
	Iteration 9Q: 3 clusters Score -1607162 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1607440.375000 Penalty: 4616.143555
	Iteration 10Q: 3 clusters Score -1607440 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1607674.250000 Penalty: 4616.143555
	Iteration 11Q: 3 clusters Score -1607674 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1607872.750000 Penalty: 4616.143555
	Iteration 12Q: 3 clusters Score -1607873 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1608046.125000 Penalty: 4616.143555
	Iteration 13Q: 3 clusters Score -1608046 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1608197.500000 Penalty: 4616.143555
	Iteration 14Q: 3 clusters Score -1608198 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1608319.750000 Penalty: 4616.143555
	Iteration 15Q: 3 clusters Score -1608320 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1608419.250000 Penalty: 4616.143555
	Iteration 16Q: 3 clusters Score -1608419 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1608507.625000 Penalty: 4616.143555
	Iteration 17Q: 3 clusters Score -1608508 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1608593.375000 Penalty: 4616.143555
	Iteration 18Q: 3 clusters Score -1608593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1608653.250000 Penalty: 4616.143555
	Iteration 19Q: 3 clusters Score -1608653 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1608707.875000 Penalty: 4616.143555
	Iteration 20F: 3 clusters Score -1608708 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1608742.625000 Penalty: 4616.143555
	Iteration 21Q: 3 clusters Score -1608743 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1608778.625000 Penalty: 4616.143555
	Iteration 22Q: 3 clusters Score -1608779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1608806.500000 Penalty: 4616.143555
	Iteration 23Q: 3 clusters Score -1608806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1608830.000000 Penalty: 4616.143555
	Iteration 24Q: 3 clusters Score -1608830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1608843.500000 Penalty: 4616.143555
	Iteration 25Q: 3 clusters Score -1608844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1608859.000000 Penalty: 4616.143555
	Iteration 26Q: 3 clusters Score -1608859 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1608863.250000 Penalty: 4616.143555
	Iteration 27Q: 3 clusters Score -1608863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1608870.875000 Penalty: 4616.143555
	Iteration 28Q: 3 clusters Score -1608871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1608870.625000 Penalty: 4616.143555
	Iteration 29Q: 3 clusters Score -1608871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1608875.375000 Penalty: 4616.143555
	Iteration 30Q: 3 clusters Score -1608875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1608873.250000 Penalty: 4616.143555
	Iteration 31Q: 3 clusters Score -1608873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1608876.625000 Penalty: 4616.143555
	Iteration 32Q: 3 clusters Score -1608877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1608879.750000 Penalty: 4616.143555
	Iteration 33Q: 3 clusters Score -1608880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1608880.500000 Penalty: 4616.143555
	Iteration 34Q: 3 clusters Score -1608880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1608882.625000 Penalty: 4616.143555
	Iteration 35Q: 3 clusters Score -1608883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1608880.875000 Penalty: 4616.143555
	Iteration 36Q: 3 clusters Score -1608881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1608882.375000 Penalty: 4616.143555
	Iteration 37Q: 3 clusters Score -1608882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1608882.875000 Penalty: 4616.143555
	Iteration 38Q: 3 clusters Score -1608883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1608884.625000 Penalty: 4616.143555
	Iteration 39Q: 3 clusters Score -1608885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1608884.375000 Penalty: 4616.143555
	Iteration 40F: 3 clusters Score -1608884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1608883.125000 Penalty: 4616.143555
	Iteration 41Q: 3 clusters Score -1608883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1608885.375000 Penalty: 4616.143555
	Iteration 42Q: 3 clusters Score -1608885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1608887.000000 Penalty: 4616.143555
	Iteration 43Q: 3 clusters Score -1608887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1608885.500000 Penalty: 4616.143555
	Iteration 44Q: 3 clusters Score -1608886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1608887.500000 Penalty: 4616.143555
	Iteration 45Q: 3 clusters Score -1608888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1608886.250000 Penalty: 4616.143555
	Iteration 46Q: 3 clusters Score -1608886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1608887.250000 Penalty: 4616.143555
	Iteration 47Q: 3 clusters Score -1608887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1608884.625000 Penalty: 4616.143555
	Iteration 48Q: 3 clusters Score -1608885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1608884.875000 Penalty: 4616.143555
	Iteration 49Q: 3 clusters Score -1608885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1608886.125000 Penalty: 4616.143555
	Iteration 50Q: 3 clusters Score -1608886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1608890.625000 Penalty: 4616.143555
	Iteration 51Q: 3 clusters Score -1608891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1608888.375000 Penalty: 4616.143555
	Iteration 52Q: 3 clusters Score -1608888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1608888.625000 Penalty: 4616.143555
	Iteration 53Q: 3 clusters Score -1608889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1608888.625000 Penalty: 4616.143555
	Iteration 54F: 3 clusters Score -1608889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -288412.781250 Penalty: 1892.354370
	Iteration 0F: 2 clusters Score -288412.8 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 1046 members 
Entering Unmasked Estep 
Score: -285774.125000 Penalty: 3784.708740
	Iteration 0F: 3 clusters Score -285774.1 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286307.343750 Penalty: 3784.708740
	Iteration 1F: 3 clusters Score -286307.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286522.625000 Penalty: 3784.708740
	Iteration 2F: 3 clusters Score -286522.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -286760.156250 Penalty: 3784.708740
	Iteration 3F: 3 clusters Score -286760.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -287054.187500 Penalty: 3784.708740
	Iteration 4F: 3 clusters Score -287054.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -287464.156250 Penalty: 3784.708740
	Iteration 5F: 3 clusters Score -287464.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287841.375000 Penalty: 3784.708740
	Iteration 6F: 3 clusters Score -287841.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -288093.968750 Penalty: 3784.708740
	Iteration 7F: 3 clusters Score -288094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -288251.312500 Penalty: 3784.708740
	Iteration 8Q: 3 clusters Score -288251.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288351.375000 Penalty: 3784.708740
	Iteration 9Q: 3 clusters Score -288351.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -288409.562500 Penalty: 3784.708740
	Iteration 10Q: 3 clusters Score -288409.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -288435.187500 Penalty: 3784.708740
	Iteration 11Q: 3 clusters Score -288435.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288452.625000 Penalty: 3784.708740
	Iteration 12Q: 3 clusters Score -288452.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -288465.500000 Penalty: 3784.708740
	Iteration 13Q: 3 clusters Score -288465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -288469.656250 Penalty: 3784.708740
	Iteration 14Q: 3 clusters Score -288469.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -288472.406250 Penalty: 3784.708740
	Iteration 15Q: 3 clusters Score -288472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288472.906250 Penalty: 3784.708740
	Iteration 16Q: 3 clusters Score -288472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288472.906250 Penalty: 3784.708740
	Iteration 17F: 3 clusters Score -288472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 60100 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 48795 members 
Mstep: Class 30 contains 13225 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 875 members 
Mstep: Class 43 contains 97687 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 1185 members 
Entering Unmasked Estep 
Score: -115067360.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115068736.000000 to -115067360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (97687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Entering Unmasked Estep 
Score: -14444614.000000 Penalty: 2849.401855
	Iteration 0F: 2 clusters Score -1.444461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -14379523.000000 Penalty: 5698.803711
	Iteration 0F: 3 clusters Score -1.437952e+07 nChanged 46205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -14407083.000000 Penalty: 5698.803711
	Iteration 1F: 3 clusters Score -1.440708e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -14409748.000000 Penalty: 5698.803711
	Iteration 2F: 3 clusters Score -1.440975e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -14413720.000000 Penalty: 5698.803711
	Iteration 3F: 3 clusters Score -1.441372e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 63497 members 
Entering Unmasked Estep 
Score: -14418323.000000 Penalty: 5698.803711
	Iteration 4F: 3 clusters Score -1.441832e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -14422618.000000 Penalty: 5698.803711
	Iteration 5F: 3 clusters Score -1.442262e+07 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 71579 members 
Entering Unmasked Estep 
Score: -14425849.000000 Penalty: 5698.803711
	Iteration 6F: 3 clusters Score -1.442585e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -14428432.000000 Penalty: 5698.803711
	Iteration 7Q: 3 clusters Score -1.442843e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -14430478.000000 Penalty: 5698.803711
	Iteration 8Q: 3 clusters Score -1.443048e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -14432468.000000 Penalty: 5698.803711
	Iteration 9Q: 3 clusters Score -1.443247e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -14434449.000000 Penalty: 5698.803711
	Iteration 10Q: 3 clusters Score -1.443445e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -14436332.000000 Penalty: 5698.803711
	Iteration 11Q: 3 clusters Score -1.443633e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 90076 members 
Entering Unmasked Estep 
Score: -14437986.000000 Penalty: 5698.803711
	Iteration 12Q: 3 clusters Score -1.443799e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 92080 members 
Entering Unmasked Estep 
Score: -14439335.000000 Penalty: 5698.803711
	Iteration 13Q: 3 clusters Score -1.443934e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 93513 members 
Entering Unmasked Estep 
Score: -14440264.000000 Penalty: 5698.803711
	Iteration 14Q: 3 clusters Score -1.444026e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -14441094.000000 Penalty: 5698.803711
	Iteration 15Q: 3 clusters Score -1.444109e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 95187 members 
Entering Unmasked Estep 
Score: -14441630.000000 Penalty: 5698.803711
	Iteration 16Q: 3 clusters Score -1.444163e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -14442025.000000 Penalty: 5698.803711
	Iteration 17Q: 3 clusters Score -1.444202e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 95781 members 
Entering Unmasked Estep 
Score: -14442242.000000 Penalty: 5698.803711
	Iteration 18Q: 3 clusters Score -1.444224e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 95923 members 
Entering Unmasked Estep 
Score: -14442376.000000 Penalty: 5698.803711
	Iteration 19Q: 3 clusters Score -1.444238e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 96009 members 
Entering Unmasked Estep 
Score: -14442556.000000 Penalty: 5698.803711
	Iteration 20F: 3 clusters Score -1.444256e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 96064 members 
Entering Unmasked Estep 
Score: -14442641.000000 Penalty: 5698.803711
	Iteration 21Q: 3 clusters Score -1.444264e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -14442708.000000 Penalty: 5698.803711
	Iteration 22Q: 3 clusters Score -1.444271e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -14442749.000000 Penalty: 5698.803711
	Iteration 23Q: 3 clusters Score -1.444275e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -14442789.000000 Penalty: 5698.803711
	Iteration 24Q: 3 clusters Score -1.444279e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -14442841.000000 Penalty: 5698.803711
	Iteration 25Q: 3 clusters Score -1.444284e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -14442858.000000 Penalty: 5698.803711
	Iteration 26Q: 3 clusters Score -1.444286e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -14442887.000000 Penalty: 5698.803711
	Iteration 27Q: 3 clusters Score -1.444289e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 96154 members 
Entering Unmasked Estep 
Score: -14442901.000000 Penalty: 5698.803711
	Iteration 28Q: 3 clusters Score -1.44429e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -14442909.000000 Penalty: 5698.803711
	Iteration 29Q: 3 clusters Score -1.444291e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 96164 members 
Entering Unmasked Estep 
Score: -14442922.000000 Penalty: 5698.803711
	Iteration 30Q: 3 clusters Score -1.444292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14442928.000000 Penalty: 5698.803711
	Iteration 31Q: 3 clusters Score -1.444293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -14442930.000000 Penalty: 5698.803711
	Iteration 32Q: 3 clusters Score -1.444293e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 96169 members 
Entering Unmasked Estep 
Score: -14442922.000000 Penalty: 5698.803711
	Iteration 33Q: 3 clusters Score -1.444292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -14442936.000000 Penalty: 5698.803711
	Iteration 34Q: 3 clusters Score -1.444294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -14442945.000000 Penalty: 5698.803711
	Iteration 35Q: 3 clusters Score -1.444294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -14442944.000000 Penalty: 5698.803711
	Iteration 36Q: 3 clusters Score -1.444294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -14442930.000000 Penalty: 5698.803711
	Iteration 37Q: 3 clusters Score -1.444293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -14442925.000000 Penalty: 5698.803711
	Iteration 38Q: 3 clusters Score -1.444292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -14442925.000000 Penalty: 5698.803711
	Iteration 39Q: 3 clusters Score -1.444292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -14442922.000000 Penalty: 5698.803711
	Iteration 40F: 3 clusters Score -1.444292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -14442930.000000 Penalty: 5698.803711
	Iteration 41Q: 3 clusters Score -1.444293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -14442928.000000 Penalty: 5698.803711
	Iteration 42Q: 3 clusters Score -1.444293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -14442935.000000 Penalty: 5698.803711
	Iteration 43Q: 3 clusters Score -1.444294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -14442938.000000 Penalty: 5698.803711
	Iteration 44Q: 3 clusters Score -1.444294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -14442949.000000 Penalty: 5698.803711
	Iteration 45Q: 3 clusters Score -1.444295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 96175 members 
Entering Unmasked Estep 
Score: -14442947.000000 Penalty: 5698.803711
	Iteration 46Q: 3 clusters Score -1.444295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -14442945.000000 Penalty: 5698.803711
	Iteration 47Q: 3 clusters Score -1.444294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 96179 members 
Entering Unmasked Estep 
Score: -14442956.000000 Penalty: 5698.803711
	Iteration 48Q: 3 clusters Score -1.444296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 96178 members 
Entering Unmasked Estep 
Score: -14442954.000000 Penalty: 5698.803711
	Iteration 49Q: 3 clusters Score -1.444295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 96177 members 
Entering Unmasked Estep 
Score: -14442948.000000 Penalty: 5698.803711
	Iteration 50Q: 3 clusters Score -1.444295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 96176 members 
Entering Unmasked Estep 
Score: -14442955.000000 Penalty: 5698.803711
	Iteration 51Q: 3 clusters Score -1.444296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 96174 members 
Entering Unmasked Estep 
Score: -14442957.000000 Penalty: 5698.803711
	Iteration 52Q: 3 clusters Score -1.444296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -14442950.000000 Penalty: 5698.803711
	Iteration 53Q: 3 clusters Score -1.444295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -14442950.000000 Penalty: 5698.803711
	Iteration 54F: 3 clusters Score -1.444295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -79921.375000 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79921.38 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80088.882812 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80088.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80148.820312 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -80148.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80183.375000 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80183.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80199.164062 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80199.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80207.734375 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80207.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80211.765625 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80211.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80213.804688 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -80213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80215.460938 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -80215.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80220.414062 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -80220.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80225.460938 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -80225.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80231.320312 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -80231.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80235.179688 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -80235.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80239.851562 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -80239.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80239.851562 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -80239.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21807.236328 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21807.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -21912.101562 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21947.433594 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21947.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21953.097656 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -21953.097656 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -21953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97848.656250 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97848.66 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98116.914062 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98116.91 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98209.976562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98209.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98258.210938 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98258.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98313.312500 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98313.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98332.726562 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98332.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98347.617188 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98347.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -98363.375000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98363.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -98386.820312 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98386.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98400.945312 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98400.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -98417.570312 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98417.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -98422.656250 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98422.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -98426.031250 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98426.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -98431.585938 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98431.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -98449.929688 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -98449.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98460.421875 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -98460.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98497.164062 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -98497.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -98551.539062 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -98551.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98588.664062 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -98588.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98615.375000 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -98615.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98625.539062 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -98625.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98648.429688 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -98648.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98655.609375 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -98655.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98664.468750 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -98664.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98665.804688 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -98665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98665.804688 Penalty: 3272.184082
	Iteration 25F: 3 clusters Score -98665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -278345.187500 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -278345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -275745.218750 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -275745.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -276313.062500 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -276313.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -276530.250000 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -276530.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -276709.937500 Penalty: 3781.811035
	Iteration 3F: 3 clusters Score -276709.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -276862.625000 Penalty: 3781.811035
	Iteration 4F: 3 clusters Score -276862.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -276960.218750 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -276960.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -277022.468750 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -277022.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -277066.218750 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -277066.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -277105.812500 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -277105.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -277134.125000 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -277134.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -277154.750000 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -277154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -277165.656250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -277165.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -277171.000000 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -277171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -277177.312500 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -277177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -277181.125000 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -277181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -277187.093750 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -277187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -277188.843750 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -277188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277188.718750 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -277188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -277189.625000 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -277189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -277189.781250 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -277189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -277190.000000 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -277190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Entering Unmasked Estep 
Score: -3136638.750000 Penalty: 2471.461182
	Iteration 0F: 2 clusters Score -3136639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -3121688.500000 Penalty: 4942.922363
	Iteration 0F: 3 clusters Score -3121688 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -3127035.250000 Penalty: 4942.922363
	Iteration 1F: 3 clusters Score -3127035 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3127747.500000 Penalty: 4942.922363
	Iteration 2F: 3 clusters Score -3127748 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3128561.500000 Penalty: 4942.922363
	Iteration 3F: 3 clusters Score -3128562 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3129526.500000 Penalty: 4942.922363
	Iteration 4F: 3 clusters Score -3129526 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3130484.000000 Penalty: 4942.922363
	Iteration 5F: 3 clusters Score -3130484 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3131338.250000 Penalty: 4942.922363
	Iteration 6F: 3 clusters Score -3131338 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3131966.500000 Penalty: 4942.922363
	Iteration 7F: 3 clusters Score -3131966 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3132341.000000 Penalty: 4942.922363
	Iteration 8Q: 3 clusters Score -3132341 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3132541.750000 Penalty: 4942.922363
	Iteration 9Q: 3 clusters Score -3132542 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3132687.250000 Penalty: 4942.922363
	Iteration 10Q: 3 clusters Score -3132687 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3132759.750000 Penalty: 4942.922363
	Iteration 11Q: 3 clusters Score -3132760 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -3132832.500000 Penalty: 4942.922363
	Iteration 12Q: 3 clusters Score -3132832 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3132894.000000 Penalty: 4942.922363
	Iteration 13Q: 3 clusters Score -3132894 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -3132940.500000 Penalty: 4942.922363
	Iteration 14Q: 3 clusters Score -3132940 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3132977.000000 Penalty: 4942.922363
	Iteration 15Q: 3 clusters Score -3132977 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -3133015.250000 Penalty: 4942.922363
	Iteration 16Q: 3 clusters Score -3133015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3133059.500000 Penalty: 4942.922363
	Iteration 17Q: 3 clusters Score -3133060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3133104.500000 Penalty: 4942.922363
	Iteration 18Q: 3 clusters Score -3133104 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3133149.000000 Penalty: 4942.922363
	Iteration 19Q: 3 clusters Score -3133149 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3133198.000000 Penalty: 4942.922363
	Iteration 20F: 3 clusters Score -3133198 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3133260.750000 Penalty: 4942.922363
	Iteration 21Q: 3 clusters Score -3133261 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3133331.500000 Penalty: 4942.922363
	Iteration 22Q: 3 clusters Score -3133332 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3133412.250000 Penalty: 4942.922363
	Iteration 23Q: 3 clusters Score -3133412 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3133485.000000 Penalty: 4942.922363
	Iteration 24Q: 3 clusters Score -3133485 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3133573.750000 Penalty: 4942.922363
	Iteration 25Q: 3 clusters Score -3133574 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3133675.250000 Penalty: 4942.922363
	Iteration 26Q: 3 clusters Score -3133675 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3133762.000000 Penalty: 4942.922363
	Iteration 27Q: 3 clusters Score -3133762 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3133861.250000 Penalty: 4942.922363
	Iteration 28Q: 3 clusters Score -3133861 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3133952.500000 Penalty: 4942.922363
	Iteration 29Q: 3 clusters Score -3133952 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3134044.500000 Penalty: 4942.922363
	Iteration 30Q: 3 clusters Score -3134044 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3134104.250000 Penalty: 4942.922363
	Iteration 31Q: 3 clusters Score -3134104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3134148.250000 Penalty: 4942.922363
	Iteration 32Q: 3 clusters Score -3134148 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3134209.250000 Penalty: 4942.922363
	Iteration 33Q: 3 clusters Score -3134209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3134260.750000 Penalty: 4942.922363
	Iteration 34Q: 3 clusters Score -3134261 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3134297.750000 Penalty: 4942.922363
	Iteration 35Q: 3 clusters Score -3134298 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3134340.000000 Penalty: 4942.922363
	Iteration 36Q: 3 clusters Score -3134340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3134367.750000 Penalty: 4942.922363
	Iteration 37Q: 3 clusters Score -3134368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3134397.000000 Penalty: 4942.922363
	Iteration 38Q: 3 clusters Score -3134397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3134428.750000 Penalty: 4942.922363
	Iteration 39Q: 3 clusters Score -3134429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3134452.500000 Penalty: 4942.922363
	Iteration 40F: 3 clusters Score -3134452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3134471.500000 Penalty: 4942.922363
	Iteration 41Q: 3 clusters Score -3134472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3134485.250000 Penalty: 4942.922363
	Iteration 42Q: 3 clusters Score -3134485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3134502.750000 Penalty: 4942.922363
	Iteration 43Q: 3 clusters Score -3134503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3134521.500000 Penalty: 4942.922363
	Iteration 44Q: 3 clusters Score -3134522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3134536.000000 Penalty: 4942.922363
	Iteration 45Q: 3 clusters Score -3134536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3134548.750000 Penalty: 4942.922363
	Iteration 46Q: 3 clusters Score -3134549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3134552.500000 Penalty: 4942.922363
	Iteration 47Q: 3 clusters Score -3134552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3134554.000000 Penalty: 4942.922363
	Iteration 48Q: 3 clusters Score -3134554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3134553.500000 Penalty: 4942.922363
	Iteration 49Q: 3 clusters Score -3134554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3134558.750000 Penalty: 4942.922363
	Iteration 50Q: 3 clusters Score -3134559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3134555.250000 Penalty: 4942.922363
	Iteration 51Q: 3 clusters Score -3134555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3134558.250000 Penalty: 4942.922363
	Iteration 52Q: 3 clusters Score -3134558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3134563.500000 Penalty: 4942.922363
	Iteration 53Q: 3 clusters Score -3134564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3134565.250000 Penalty: 4942.922363
	Iteration 54Q: 3 clusters Score -3134565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3134573.500000 Penalty: 4942.922363
	Iteration 55Q: 3 clusters Score -3134574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3134574.000000 Penalty: 4942.922363
	Iteration 56Q: 3 clusters Score -3134574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3134582.250000 Penalty: 4942.922363
	Iteration 57Q: 3 clusters Score -3134582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3134581.500000 Penalty: 4942.922363
	Iteration 58Q: 3 clusters Score -3134582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3134587.750000 Penalty: 4942.922363
	Iteration 59Q: 3 clusters Score -3134588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3134590.000000 Penalty: 4942.922363
	Iteration 60F: 3 clusters Score -3134590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3134587.000000 Penalty: 4942.922363
	Iteration 61Q: 3 clusters Score -3134587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3134587.000000 Penalty: 4942.922363
	Iteration 62Q: 3 clusters Score -3134587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3134590.000000 Penalty: 4942.922363
	Iteration 63Q: 3 clusters Score -3134590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3134595.500000 Penalty: 4942.922363
	Iteration 64Q: 3 clusters Score -3134596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3134595.500000 Penalty: 4942.922363
	Iteration 65Q: 3 clusters Score -3134596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3134595.750000 Penalty: 4942.922363
	Iteration 66Q: 3 clusters Score -3134596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3134595.750000 Penalty: 4942.922363
	Iteration 67F: 3 clusters Score -3134596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -116024.015625 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -116024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114223.148438 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -114223.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -114617.039062 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -114617 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -114882.093750 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -114882.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115077.406250 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -115077.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115204.867188 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -115204.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115263.421875 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -115263.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115307.734375 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -115307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115344.007812 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -115344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115403.804688 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -115403.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115429.843750 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -115429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115445.109375 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -115445.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115450.937500 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -115450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -115452.492188 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -115452.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115454.031250 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -115454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -115463.507812 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -115463.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115465.718750 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -115465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -115467.515625 Penalty: 3378.923096
	Iteration 16Q: 3 clusters Score -115467.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -115468.867188 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -115468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -115471.257812 Penalty: 3378.923096
	Iteration 18Q: 3 clusters Score -115471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115471.382812 Penalty: 3378.923096
	Iteration 19Q: 3 clusters Score -115471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -115471.382812 Penalty: 3378.923096
	Iteration 20F: 3 clusters Score -115471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -68583.843750 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -68583.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67071.351562 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -67071.35 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -67293.281250 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -67293.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67374.554688 Penalty: 3079.460693
	Iteration 2Q: 3 clusters Score -67374.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -67417.992188 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -67417.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67441.851562 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -67441.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -67456.039062 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -67456.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67472.664062 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -67472.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67482.640625 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -67482.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67485.531250 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -67485.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67485.531250 Penalty: 3079.460693
	Iteration 9F: 3 clusters Score -67485.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 36294 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 21415 members 
Mstep: Class 10 contains 12069 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 60100 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7231 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8964 members 
Mstep: Class 29 contains 48795 members 
Mstep: Class 30 contains 13225 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5551 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29931 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97687 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115068760.000000 Penalty: 168590.921875
Iteration 239Q: 51 clusters Score -1.150688e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5690 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 36293 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 60107 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8284 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 19414 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7232 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8965 members 
Mstep: Class 29 contains 48893 members 
Mstep: Class 30 contains 13229 members 
Mstep: Class 31 contains 97494 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5550 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29922 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97678 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21284 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115069368.000000 Penalty: 168590.921875
Iteration 240F: 51 clusters Score -1.150694e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5691 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8074 members 
Mstep: Class 5 contains 36296 members 
Mstep: Class 6 contains 26368 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 60114 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8969 members 
Mstep: Class 29 contains 48998 members 
Mstep: Class 30 contains 13231 members 
Mstep: Class 31 contains 97493 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6224 members 
Mstep: Class 34 contains 5549 members 
Mstep: Class 35 contains 174 members 
Mstep: Class 36 contains 80151 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29912 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97672 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21284 members 
Mstep: Class 49 contains 909 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070072.000000 Penalty: 168590.921875
Iteration 241Q: 51 clusters Score -1.150701e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8075 members 
Mstep: Class 5 contains 36300 members 
Mstep: Class 6 contains 26369 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 21148 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 60116 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8972 members 
Mstep: Class 29 contains 49086 members 
Mstep: Class 30 contains 13232 members 
Mstep: Class 31 contains 97492 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5550 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 80153 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29906 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97668 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21282 members 
Mstep: Class 49 contains 917 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070056.000000 Penalty: 168590.921875
Iteration 242Q: 51 clusters Score -1.150701e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8077 members 
Mstep: Class 5 contains 36302 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 21048 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 60118 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8975 members 
Mstep: Class 29 contains 49181 members 
Mstep: Class 30 contains 13233 members 
Mstep: Class 31 contains 97491 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5556 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80152 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29899 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97665 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21281 members 
Mstep: Class 49 contains 923 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070072.000000 Penalty: 168590.921875
Iteration 243Q: 51 clusters Score -1.150701e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8073 members 
Mstep: Class 5 contains 36303 members 
Mstep: Class 6 contains 26367 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 20950 members 
Mstep: Class 10 contains 12065 members 
Mstep: Class 11 contains 8166 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 60124 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8974 members 
Mstep: Class 29 contains 49280 members 
Mstep: Class 30 contains 13234 members 
Mstep: Class 31 contains 97491 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5557 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 80149 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29899 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97665 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21282 members 
Mstep: Class 49 contains 925 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070160.000000 Penalty: 168590.921875
Iteration 244Q: 51 clusters Score -1.150702e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 36304 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 20847 members 
Mstep: Class 10 contains 12065 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 60124 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 6097 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 19415 members 
Mstep: Class 25 contains 4236 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 49385 members 
Mstep: Class 30 contains 13232 members 
Mstep: Class 31 contains 97491 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5559 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 80148 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29903 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97662 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21285 members 
Mstep: Class 49 contains 926 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070144.000000 Penalty: 168590.921875
Iteration 245Q: 51 clusters Score -1.150701e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 36304 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 20740 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8163 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 60120 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 19417 members 
Mstep: Class 25 contains 4237 members 
Mstep: Class 26 contains 7233 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 49485 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 97490 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5564 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 80150 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29898 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97660 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21288 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070024.000000 Penalty: 168590.921875
Iteration 246Q: 51 clusters Score -1.1507e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 36307 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 11709 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 20627 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9917 members 
Mstep: Class 15 contains 60122 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 2344 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 49596 members 
Mstep: Class 30 contains 13236 members 
Mstep: Class 31 contains 97490 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5568 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80151 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29898 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97652 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 930 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070056.000000 Penalty: 168590.921875
Iteration 247Q: 51 clusters Score -1.150701e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8072 members 
Mstep: Class 5 contains 36309 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 9 contains 20504 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60131 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 49719 members 
Mstep: Class 30 contains 13239 members 
Mstep: Class 31 contains 97487 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5572 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80148 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29892 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97647 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21289 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070080.000000 Penalty: 168590.921875
Iteration 248Q: 51 clusters Score -1.150701e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8073 members 
Mstep: Class 5 contains 36308 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 20399 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8156 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60133 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9645 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 19419 members 
Mstep: Class 25 contains 4238 members 
Mstep: Class 26 contains 7234 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 49824 members 
Mstep: Class 30 contains 13239 members 
Mstep: Class 31 contains 97487 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5575 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80149 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29887 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97648 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070120.000000 Penalty: 168590.921875
Iteration 249Q: 51 clusters Score -1.150701e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8071 members 
Mstep: Class 5 contains 36310 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 20276 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60136 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 19419 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 49929 members 
Mstep: Class 30 contains 13243 members 
Mstep: Class 31 contains 97486 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5576 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80148 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29890 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97659 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070112.000000 Penalty: 168590.921875
Iteration 250Q: 51 clusters Score -1.150701e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8069 members 
Mstep: Class 5 contains 36314 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 20155 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60139 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8289 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 19418 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 50039 members 
Mstep: Class 30 contains 13245 members 
Mstep: Class 31 contains 97486 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5577 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80144 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29892 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97668 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070160.000000 Penalty: 168590.921875
Iteration 251Q: 51 clusters Score -1.150702e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 36316 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 9 contains 20049 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60141 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8289 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4232 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 50140 members 
Mstep: Class 30 contains 13248 members 
Mstep: Class 31 contains 97486 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80144 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29889 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97667 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070104.000000 Penalty: 168590.921875
Iteration 252Q: 51 clusters Score -1.150701e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 36316 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18595 members 
Mstep: Class 9 contains 19940 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60143 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 5553 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4235 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 50235 members 
Mstep: Class 30 contains 13250 members 
Mstep: Class 31 contains 97485 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80143 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29887 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97677 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070256.000000 Penalty: 168590.921875
Iteration 253Q: 51 clusters Score -1.150703e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 36317 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 19857 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60144 members 
Mstep: Class 16 contains 9643 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4239 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 50321 members 
Mstep: Class 30 contains 13252 members 
Mstep: Class 31 contains 97484 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80145 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29878 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97674 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070272.000000 Penalty: 168590.921875
Iteration 254Q: 51 clusters Score -1.150703e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 36318 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19777 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60146 members 
Mstep: Class 16 contains 9644 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8457 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8285 members 
Mstep: Class 23 contains 3179 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4242 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 50395 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97484 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80144 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29873 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97678 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070288.000000 Penalty: 168590.921875
Iteration 255Q: 51 clusters Score -1.150703e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 36319 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19703 members 
Mstep: Class 10 contains 12064 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60146 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 5551 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8453 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 3180 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 50472 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97482 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5578 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80145 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29869 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97682 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070224.000000 Penalty: 168590.921875
Iteration 256Q: 51 clusters Score -1.150702e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 36319 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19630 members 
Mstep: Class 10 contains 12063 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 60150 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8450 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8287 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4254 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 50540 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97481 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5579 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80145 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29866 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97691 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070320.000000 Penalty: 168590.921875
Iteration 257Q: 51 clusters Score -1.150703e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 36321 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 19557 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60151 members 
Mstep: Class 16 contains 9637 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8288 members 
Mstep: Class 23 contains 3186 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8979 members 
Mstep: Class 29 contains 50597 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97483 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5581 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97700 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070440.000000 Penalty: 168590.921875
Iteration 258Q: 51 clusters Score -1.150704e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5692 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 36322 members 
Mstep: Class 6 contains 26359 members 
Mstep: Class 7 contains 11708 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19480 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60154 members 
Mstep: Class 16 contains 9638 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8289 members 
Mstep: Class 23 contains 3188 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 50658 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97483 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29861 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97709 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070440.000000 Penalty: 168590.921875
Iteration 259Q: 51 clusters Score -1.150704e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 36324 members 
Mstep: Class 6 contains 26358 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 19416 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60151 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6096 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3189 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 50718 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97483 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5581 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29860 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97707 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115070976.000000 Penalty: 168590.921875
Iteration 260F: 51 clusters Score -1.15071e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 36324 members 
Mstep: Class 6 contains 26357 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 19345 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60151 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 8447 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6095 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 50781 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97483 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5581 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97715 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 929 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071640.000000 Penalty: 168590.921875
Iteration 261Q: 51 clusters Score -1.150716e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16733 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 36323 members 
Mstep: Class 6 contains 26358 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19285 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60150 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 935 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2345 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 50840 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97482 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5582 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11014 members 
Mstep: Class 42 contains 2060 members 
Mstep: Class 43 contains 97718 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071816.000000 Penalty: 168590.921875
Iteration 262Q: 51 clusters Score -1.150718e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16734 members 
Mstep: Class 4 contains 8066 members 
Mstep: Class 5 contains 36326 members 
Mstep: Class 6 contains 26359 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 18596 members 
Mstep: Class 9 contains 19228 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 60153 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19420 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 7236 members 
Mstep: Class 27 contains 2346 members 
Mstep: Class 28 contains 8980 members 
Mstep: Class 29 contains 50892 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97481 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2061 members 
Mstep: Class 43 contains 97718 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2050 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 938 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071920.000000 Penalty: 168590.921875
Iteration 263Q: 51 clusters Score -1.150719e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 36328 members 
Mstep: Class 6 contains 26360 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 19174 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 60159 members 
Mstep: Class 16 contains 9638 members 
Mstep: Class 17 contains 5552 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 7237 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8977 members 
Mstep: Class 29 contains 50943 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97479 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29860 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2063 members 
Mstep: Class 43 contains 97718 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2049 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071952.000000 Penalty: 168590.921875
Iteration 264Q: 51 clusters Score -1.15072e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 36330 members 
Mstep: Class 6 contains 26360 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 19113 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 60162 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6094 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19422 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 7238 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 8976 members 
Mstep: Class 29 contains 51000 members 
Mstep: Class 30 contains 13253 members 
Mstep: Class 31 contains 97480 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5583 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29860 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97720 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 934 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071824.000000 Penalty: 168590.921875
Iteration 265Q: 51 clusters Score -1.150718e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16736 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36332 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 19049 members 
Mstep: Class 10 contains 12061 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 60163 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 5547 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6093 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19421 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 7239 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8978 members 
Mstep: Class 29 contains 51054 members 
Mstep: Class 30 contains 13254 members 
Mstep: Class 31 contains 97480 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5584 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29861 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97727 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071776.000000 Penalty: 168590.921875
Iteration 266Q: 51 clusters Score -1.150718e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16737 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 36333 members 
Mstep: Class 6 contains 26362 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 18997 members 
Mstep: Class 10 contains 12059 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 60166 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 5544 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19423 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 51092 members 
Mstep: Class 30 contains 13255 members 
Mstep: Class 31 contains 97479 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97740 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071736.000000 Penalty: 168590.921875
Iteration 267Q: 51 clusters Score -1.150717e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16736 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36335 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 18949 members 
Mstep: Class 10 contains 12058 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 31966 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 60163 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5542 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19423 members 
Mstep: Class 25 contains 4262 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8983 members 
Mstep: Class 29 contains 51126 members 
Mstep: Class 30 contains 13256 members 
Mstep: Class 31 contains 97480 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29866 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97750 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071808.000000 Penalty: 168590.921875
Iteration 268Q: 51 clusters Score -1.150718e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16737 members 
Mstep: Class 4 contains 8063 members 
Mstep: Class 5 contains 36338 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 18892 members 
Mstep: Class 10 contains 12057 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 60161 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 19423 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 51171 members 
Mstep: Class 30 contains 13257 members 
Mstep: Class 31 contains 97479 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29869 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97756 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071816.000000 Penalty: 168590.921875
Iteration 269Q: 51 clusters Score -1.150718e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16738 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36339 members 
Mstep: Class 6 contains 26363 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 18850 members 
Mstep: Class 10 contains 12055 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 31963 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 60162 members 
Mstep: Class 16 contains 9634 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6092 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 7242 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8988 members 
Mstep: Class 29 contains 51212 members 
Mstep: Class 30 contains 13258 members 
Mstep: Class 31 contains 97479 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97762 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071872.000000 Penalty: 168590.921875
Iteration 270Q: 51 clusters Score -1.150719e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16739 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36341 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18603 members 
Mstep: Class 9 contains 18816 members 
Mstep: Class 10 contains 12051 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 31965 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 60163 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5541 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6090 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51240 members 
Mstep: Class 30 contains 13258 members 
Mstep: Class 31 contains 97478 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80143 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29866 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97765 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071864.000000 Penalty: 168590.921875
Iteration 271Q: 51 clusters Score -1.150719e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16742 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26365 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 18779 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 60165 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6088 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 51274 members 
Mstep: Class 30 contains 13256 members 
Mstep: Class 31 contains 97478 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5585 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29865 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97769 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21291 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071824.000000 Penalty: 168590.921875
Iteration 272Q: 51 clusters Score -1.150718e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16743 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26365 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 12043 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 60170 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6085 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 4261 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 51311 members 
Mstep: Class 30 contains 13259 members 
Mstep: Class 31 contains 97478 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29865 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97774 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071816.000000 Penalty: 168590.921875
Iteration 273Q: 51 clusters Score -1.150718e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16746 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26364 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 18698 members 
Mstep: Class 10 contains 12039 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 60179 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6081 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 51347 members 
Mstep: Class 30 contains 13263 members 
Mstep: Class 31 contains 97473 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80139 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29864 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97779 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21292 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071856.000000 Penalty: 168590.921875
Iteration 274Q: 51 clusters Score -1.150719e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8062 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18611 members 
Mstep: Class 9 contains 18647 members 
Mstep: Class 10 contains 12039 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 60182 members 
Mstep: Class 16 contains 9631 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6079 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 51389 members 
Mstep: Class 30 contains 13264 members 
Mstep: Class 31 contains 97473 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80141 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29868 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97778 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071856.000000 Penalty: 168590.921875
Iteration 275Q: 51 clusters Score -1.150719e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36342 members 
Mstep: Class 6 contains 26368 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 18592 members 
Mstep: Class 10 contains 12041 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 60190 members 
Mstep: Class 16 contains 9631 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19427 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51441 members 
Mstep: Class 30 contains 13265 members 
Mstep: Class 31 contains 97470 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5586 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80143 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29870 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97784 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21293 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071888.000000 Penalty: 168590.921875
Iteration 276Q: 51 clusters Score -1.150719e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 36341 members 
Mstep: Class 6 contains 26369 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 18536 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 60194 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 51498 members 
Mstep: Class 30 contains 13265 members 
Mstep: Class 31 contains 97469 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5588 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80145 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29871 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97785 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21294 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071840.000000 Penalty: 168590.921875
Iteration 277Q: 51 clusters Score -1.150718e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26370 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 18480 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9901 members 
Mstep: Class 15 contains 60196 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 51545 members 
Mstep: Class 30 contains 13266 members 
Mstep: Class 31 contains 97468 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80145 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29870 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97788 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21295 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071792.000000 Penalty: 168590.921875
Iteration 278Q: 51 clusters Score -1.150718e+08 nChanged 102
Entering ConstructFrom: 
Score: -115071792.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -1605623.875000 Penalty: 2304.533203
	Iteration 0F: 2 clusters Score -1605624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1597400.875000 Penalty: 4609.066406
	Iteration 0F: 3 clusters Score -1597401 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1599771.750000 Penalty: 4609.066406
	Iteration 1F: 3 clusters Score -1599772 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1600103.000000 Penalty: 4609.066406
	Iteration 2F: 3 clusters Score -1600103 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1600375.500000 Penalty: 4609.066406
	Iteration 3F: 3 clusters Score -1600376 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1600600.625000 Penalty: 4609.066406
	Iteration 4Q: 3 clusters Score -1600601 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1600838.875000 Penalty: 4609.066406
	Iteration 5Q: 3 clusters Score -1600839 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1601134.500000 Penalty: 4609.066406
	Iteration 6Q: 3 clusters Score -1601134 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1601498.625000 Penalty: 4609.066406
	Iteration 7F: 3 clusters Score -1601499 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1601909.625000 Penalty: 4609.066406
	Iteration 8F: 3 clusters Score -1601910 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1602337.500000 Penalty: 4609.066406
	Iteration 9F: 3 clusters Score -1602338 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1602804.500000 Penalty: 4609.066406
	Iteration 10F: 3 clusters Score -1602804 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1603287.125000 Penalty: 4609.066406
	Iteration 11Q: 3 clusters Score -1603287 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1603711.750000 Penalty: 4609.066406
	Iteration 12Q: 3 clusters Score -1603712 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1604012.250000 Penalty: 4609.066406
	Iteration 13Q: 3 clusters Score -1604012 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1604287.375000 Penalty: 4609.066406
	Iteration 14Q: 3 clusters Score -1604287 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1604571.250000 Penalty: 4609.066406
	Iteration 15Q: 3 clusters Score -1604571 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1604732.750000 Penalty: 4609.066406
	Iteration 16Q: 3 clusters Score -1604733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1604778.375000 Penalty: 4609.066406
	Iteration 17Q: 3 clusters Score -1604778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1604801.250000 Penalty: 4609.066406
	Iteration 18Q: 3 clusters Score -1604801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1604806.750000 Penalty: 4609.066406
	Iteration 19Q: 3 clusters Score -1604807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1604813.250000 Penalty: 4609.066406
	Iteration 20F: 3 clusters Score -1604813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1604814.875000 Penalty: 4609.066406
	Iteration 21Q: 3 clusters Score -1604815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1604816.375000 Penalty: 4609.066406
	Iteration 22Q: 3 clusters Score -1604816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1604819.250000 Penalty: 4609.066406
	Iteration 23Q: 3 clusters Score -1604819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1604818.000000 Penalty: 4609.066406
	Iteration 24Q: 3 clusters Score -1604818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1604818.000000 Penalty: 4609.066406
	Iteration 25F: 3 clusters Score -1604818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Entering Unmasked Estep 
Score: -820413.187500 Penalty: 2144.454102
	Iteration 0F: 2 clusters Score -820413.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -815435.687500 Penalty: 4288.908203
	Iteration 0F: 3 clusters Score -815435.7 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -816660.437500 Penalty: 4288.908203
	Iteration 1F: 3 clusters Score -816660.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -816941.875000 Penalty: 4288.908203
	Iteration 2F: 3 clusters Score -816941.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -817146.687500 Penalty: 4288.908203
	Iteration 3F: 3 clusters Score -817146.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -817316.750000 Penalty: 4288.908203
	Iteration 4Q: 3 clusters Score -817316.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -817463.000000 Penalty: 4288.908203
	Iteration 5Q: 3 clusters Score -817463 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -817603.562500 Penalty: 4288.908203
	Iteration 6Q: 3 clusters Score -817603.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -817742.250000 Penalty: 4288.908203
	Iteration 7Q: 3 clusters Score -817742.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -817862.125000 Penalty: 4288.908203
	Iteration 8Q: 3 clusters Score -817862.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -817969.687500 Penalty: 4288.908203
	Iteration 9Q: 3 clusters Score -817969.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -818062.000000 Penalty: 4288.908203
	Iteration 10Q: 3 clusters Score -818062 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -818138.937500 Penalty: 4288.908203
	Iteration 11Q: 3 clusters Score -818138.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -818207.125000 Penalty: 4288.908203
	Iteration 12Q: 3 clusters Score -818207.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -818245.875000 Penalty: 4288.908203
	Iteration 13Q: 3 clusters Score -818245.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -818273.625000 Penalty: 4288.908203
	Iteration 14Q: 3 clusters Score -818273.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -818298.500000 Penalty: 4288.908203
	Iteration 15Q: 3 clusters Score -818298.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -818321.125000 Penalty: 4288.908203
	Iteration 16Q: 3 clusters Score -818321.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -818354.500000 Penalty: 4288.908203
	Iteration 17Q: 3 clusters Score -818354.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -818388.062500 Penalty: 4288.908203
	Iteration 18Q: 3 clusters Score -818388.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -818420.500000 Penalty: 4288.908203
	Iteration 19Q: 3 clusters Score -818420.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -818452.875000 Penalty: 4288.908203
	Iteration 20F: 3 clusters Score -818452.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -818465.375000 Penalty: 4288.908203
	Iteration 21Q: 3 clusters Score -818465.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -818480.562500 Penalty: 4288.908203
	Iteration 22Q: 3 clusters Score -818480.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -818498.312500 Penalty: 4288.908203
	Iteration 23Q: 3 clusters Score -818498.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -818511.750000 Penalty: 4288.908203
	Iteration 24Q: 3 clusters Score -818511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -818526.500000 Penalty: 4288.908203
	Iteration 25Q: 3 clusters Score -818526.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -818539.437500 Penalty: 4288.908203
	Iteration 26Q: 3 clusters Score -818539.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -818551.250000 Penalty: 4288.908203
	Iteration 27Q: 3 clusters Score -818551.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -818563.625000 Penalty: 4288.908203
	Iteration 28Q: 3 clusters Score -818563.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -818569.812500 Penalty: 4288.908203
	Iteration 29Q: 3 clusters Score -818569.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -818574.625000 Penalty: 4288.908203
	Iteration 30Q: 3 clusters Score -818574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -818575.125000 Penalty: 4288.908203
	Iteration 31Q: 3 clusters Score -818575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -818576.375000 Penalty: 4288.908203
	Iteration 32Q: 3 clusters Score -818576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -818579.625000 Penalty: 4288.908203
	Iteration 33Q: 3 clusters Score -818579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -818580.875000 Penalty: 4288.908203
	Iteration 34Q: 3 clusters Score -818580.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -818580.750000 Penalty: 4288.908203
	Iteration 35Q: 3 clusters Score -818580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -818582.562500 Penalty: 4288.908203
	Iteration 36Q: 3 clusters Score -818582.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -818582.062500 Penalty: 4288.908203
	Iteration 37Q: 3 clusters Score -818582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -818581.375000 Penalty: 4288.908203
	Iteration 38Q: 3 clusters Score -818581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -818583.500000 Penalty: 4288.908203
	Iteration 39Q: 3 clusters Score -818583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -818585.187500 Penalty: 4288.908203
	Iteration 40F: 3 clusters Score -818585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Entering Unmasked Estep 
Score: -2498637.750000 Penalty: 2412.071289
	Iteration 0F: 2 clusters Score -2498638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2486627.750000 Penalty: 4824.142578
	Iteration 0F: 3 clusters Score -2486628 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2490643.000000 Penalty: 4824.142578
	Iteration 1F: 3 clusters Score -2490643 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2491119.250000 Penalty: 4824.142578
	Iteration 2F: 3 clusters Score -2491119 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2491548.000000 Penalty: 4824.142578
	Iteration 3F: 3 clusters Score -2491548 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2491958.250000 Penalty: 4824.142578
	Iteration 4Q: 3 clusters Score -2491958 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2492390.500000 Penalty: 4824.142578
	Iteration 5Q: 3 clusters Score -2492390 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2492870.250000 Penalty: 4824.142578
	Iteration 6Q: 3 clusters Score -2492870 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2493304.000000 Penalty: 4824.142578
	Iteration 7Q: 3 clusters Score -2493304 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2493722.750000 Penalty: 4824.142578
	Iteration 8Q: 3 clusters Score -2493723 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2494180.750000 Penalty: 4824.142578
	Iteration 9Q: 3 clusters Score -2494181 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2494690.500000 Penalty: 4824.142578
	Iteration 10Q: 3 clusters Score -2494690 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2495186.750000 Penalty: 4824.142578
	Iteration 11Q: 3 clusters Score -2495187 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2495602.250000 Penalty: 4824.142578
	Iteration 12Q: 3 clusters Score -2495602 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2495933.750000 Penalty: 4824.142578
	Iteration 13Q: 3 clusters Score -2495934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2496141.750000 Penalty: 4824.142578
	Iteration 14Q: 3 clusters Score -2496142 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2496260.250000 Penalty: 4824.142578
	Iteration 15Q: 3 clusters Score -2496260 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2496361.250000 Penalty: 4824.142578
	Iteration 16Q: 3 clusters Score -2496361 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2496438.250000 Penalty: 4824.142578
	Iteration 17Q: 3 clusters Score -2496438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2496495.250000 Penalty: 4824.142578
	Iteration 18Q: 3 clusters Score -2496495 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2496524.250000 Penalty: 4824.142578
	Iteration 19Q: 3 clusters Score -2496524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2496541.750000 Penalty: 4824.142578
	Iteration 20F: 3 clusters Score -2496542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2496567.750000 Penalty: 4824.142578
	Iteration 21Q: 3 clusters Score -2496568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2496588.500000 Penalty: 4824.142578
	Iteration 22Q: 3 clusters Score -2496588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2496605.500000 Penalty: 4824.142578
	Iteration 23Q: 3 clusters Score -2496606 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -2496627.250000 Penalty: 4824.142578
	Iteration 24Q: 3 clusters Score -2496627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2496646.750000 Penalty: 4824.142578
	Iteration 25Q: 3 clusters Score -2496647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2496663.250000 Penalty: 4824.142578
	Iteration 26Q: 3 clusters Score -2496663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2496678.500000 Penalty: 4824.142578
	Iteration 27Q: 3 clusters Score -2496678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2496701.000000 Penalty: 4824.142578
	Iteration 28Q: 3 clusters Score -2496701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2496713.000000 Penalty: 4824.142578
	Iteration 29Q: 3 clusters Score -2496713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2496737.750000 Penalty: 4824.142578
	Iteration 30Q: 3 clusters Score -2496738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2496747.500000 Penalty: 4824.142578
	Iteration 31Q: 3 clusters Score -2496748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2496760.500000 Penalty: 4824.142578
	Iteration 32Q: 3 clusters Score -2496760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2496766.750000 Penalty: 4824.142578
	Iteration 33Q: 3 clusters Score -2496767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2496772.500000 Penalty: 4824.142578
	Iteration 34Q: 3 clusters Score -2496772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2496785.500000 Penalty: 4824.142578
	Iteration 35Q: 3 clusters Score -2496786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2496791.500000 Penalty: 4824.142578
	Iteration 36Q: 3 clusters Score -2496792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2496799.500000 Penalty: 4824.142578
	Iteration 37Q: 3 clusters Score -2496800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2496802.000000 Penalty: 4824.142578
	Iteration 38Q: 3 clusters Score -2496802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2496806.500000 Penalty: 4824.142578
	Iteration 39Q: 3 clusters Score -2496806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2496814.500000 Penalty: 4824.142578
	Iteration 40F: 3 clusters Score -2496814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2496817.000000 Penalty: 4824.142578
	Iteration 41Q: 3 clusters Score -2496817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2496817.250000 Penalty: 4824.142578
	Iteration 42Q: 3 clusters Score -2496817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2496823.250000 Penalty: 4824.142578
	Iteration 43Q: 3 clusters Score -2496823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2496827.500000 Penalty: 4824.142578
	Iteration 44Q: 3 clusters Score -2496828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2496827.000000 Penalty: 4824.142578
	Iteration 45Q: 3 clusters Score -2496827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2496823.500000 Penalty: 4824.142578
	Iteration 46Q: 3 clusters Score -2496824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2496825.500000 Penalty: 4824.142578
	Iteration 47Q: 3 clusters Score -2496826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -2496825.250000 Penalty: 4824.142578
	Iteration 48Q: 3 clusters Score -2496825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2496827.750000 Penalty: 4824.142578
	Iteration 49Q: 3 clusters Score -2496828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2496828.500000 Penalty: 4824.142578
	Iteration 50Q: 3 clusters Score -2496828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2496831.500000 Penalty: 4824.142578
	Iteration 51Q: 3 clusters Score -2496832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2496831.000000 Penalty: 4824.142578
	Iteration 52Q: 3 clusters Score -2496831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2496834.750000 Penalty: 4824.142578
	Iteration 53Q: 3 clusters Score -2496835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2496836.250000 Penalty: 4824.142578
	Iteration 54Q: 3 clusters Score -2496836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2496837.000000 Penalty: 4824.142578
	Iteration 55Q: 3 clusters Score -2496837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2496837.500000 Penalty: 4824.142578
	Iteration 56Q: 3 clusters Score -2496838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2496837.500000 Penalty: 4824.142578
	Iteration 57Q: 3 clusters Score -2496838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2496836.500000 Penalty: 4824.142578
	Iteration 58Q: 3 clusters Score -2496836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2496836.500000 Penalty: 4824.142578
	Iteration 59F: 3 clusters Score -2496836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -1131069.625000 Penalty: 2230.616455
	Iteration 0F: 2 clusters Score -1131070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1124639.625000 Penalty: 4461.232910
	Iteration 0F: 3 clusters Score -1124640 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1126536.000000 Penalty: 4461.232910
	Iteration 1F: 3 clusters Score -1126536 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1127009.375000 Penalty: 4461.232910
	Iteration 2F: 3 clusters Score -1127009 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1127483.500000 Penalty: 4461.232910
	Iteration 3F: 3 clusters Score -1127484 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1127985.500000 Penalty: 4461.232910
	Iteration 4F: 3 clusters Score -1127986 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1128408.000000 Penalty: 4461.232910
	Iteration 5F: 3 clusters Score -1128408 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1128728.375000 Penalty: 4461.232910
	Iteration 6Q: 3 clusters Score -1128728 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1128948.250000 Penalty: 4461.232910
	Iteration 7Q: 3 clusters Score -1128948 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1129122.375000 Penalty: 4461.232910
	Iteration 8Q: 3 clusters Score -1129122 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1129281.625000 Penalty: 4461.232910
	Iteration 9Q: 3 clusters Score -1129282 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1129428.125000 Penalty: 4461.232910
	Iteration 10Q: 3 clusters Score -1129428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1129570.750000 Penalty: 4461.232910
	Iteration 11Q: 3 clusters Score -1129571 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1129695.125000 Penalty: 4461.232910
	Iteration 12Q: 3 clusters Score -1129695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1129799.500000 Penalty: 4461.232910
	Iteration 13Q: 3 clusters Score -1129800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1129864.250000 Penalty: 4461.232910
	Iteration 14Q: 3 clusters Score -1129864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1129907.625000 Penalty: 4461.232910
	Iteration 15Q: 3 clusters Score -1129908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1129940.125000 Penalty: 4461.232910
	Iteration 16Q: 3 clusters Score -1129940 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1129954.375000 Penalty: 4461.232910
	Iteration 17Q: 3 clusters Score -1129954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1129969.000000 Penalty: 4461.232910
	Iteration 18Q: 3 clusters Score -1129969 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1129984.500000 Penalty: 4461.232910
	Iteration 19Q: 3 clusters Score -1129984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1130000.375000 Penalty: 4461.232910
	Iteration 20F: 3 clusters Score -1130000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1130015.625000 Penalty: 4461.232910
	Iteration 21Q: 3 clusters Score -1130016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1130027.750000 Penalty: 4461.232910
	Iteration 22Q: 3 clusters Score -1130028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1130037.375000 Penalty: 4461.232910
	Iteration 23Q: 3 clusters Score -1130037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1130043.500000 Penalty: 4461.232910
	Iteration 24Q: 3 clusters Score -1130044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1130052.500000 Penalty: 4461.232910
	Iteration 25Q: 3 clusters Score -1130052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1130056.500000 Penalty: 4461.232910
	Iteration 26Q: 3 clusters Score -1130056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1130061.625000 Penalty: 4461.232910
	Iteration 27Q: 3 clusters Score -1130062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1130066.875000 Penalty: 4461.232910
	Iteration 28Q: 3 clusters Score -1130067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1130067.250000 Penalty: 4461.232910
	Iteration 29Q: 3 clusters Score -1130067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1130068.375000 Penalty: 4461.232910
	Iteration 30Q: 3 clusters Score -1130068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1130070.500000 Penalty: 4461.232910
	Iteration 31Q: 3 clusters Score -1130070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1130073.625000 Penalty: 4461.232910
	Iteration 32Q: 3 clusters Score -1130074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1130078.750000 Penalty: 4461.232910
	Iteration 33Q: 3 clusters Score -1130079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1130082.375000 Penalty: 4461.232910
	Iteration 34Q: 3 clusters Score -1130082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1130086.250000 Penalty: 4461.232910
	Iteration 35Q: 3 clusters Score -1130086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1130093.000000 Penalty: 4461.232910
	Iteration 36Q: 3 clusters Score -1130093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1130098.500000 Penalty: 4461.232910
	Iteration 37Q: 3 clusters Score -1130098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1130098.625000 Penalty: 4461.232910
	Iteration 38Q: 3 clusters Score -1130099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1130106.625000 Penalty: 4461.232910
	Iteration 39Q: 3 clusters Score -1130107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1130108.750000 Penalty: 4461.232910
	Iteration 40F: 3 clusters Score -1130109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1130114.500000 Penalty: 4461.232910
	Iteration 41Q: 3 clusters Score -1130114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1130116.625000 Penalty: 4461.232910
	Iteration 42Q: 3 clusters Score -1130117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1130114.750000 Penalty: 4461.232910
	Iteration 43Q: 3 clusters Score -1130115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1130118.625000 Penalty: 4461.232910
	Iteration 44Q: 3 clusters Score -1130119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1130120.125000 Penalty: 4461.232910
	Iteration 45Q: 3 clusters Score -1130120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1130122.750000 Penalty: 4461.232910
	Iteration 46Q: 3 clusters Score -1130123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1130131.875000 Penalty: 4461.232910
	Iteration 47Q: 3 clusters Score -1130132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1130140.875000 Penalty: 4461.232910
	Iteration 48Q: 3 clusters Score -1130141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1130153.750000 Penalty: 4461.232910
	Iteration 49Q: 3 clusters Score -1130154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1130169.875000 Penalty: 4461.232910
	Iteration 50Q: 3 clusters Score -1130170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1130178.000000 Penalty: 4461.232910
	Iteration 51Q: 3 clusters Score -1130178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1130186.500000 Penalty: 4461.232910
	Iteration 52Q: 3 clusters Score -1130186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1130196.000000 Penalty: 4461.232910
	Iteration 53Q: 3 clusters Score -1130196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1130212.375000 Penalty: 4461.232910
	Iteration 54Q: 3 clusters Score -1130212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1130235.125000 Penalty: 4461.232910
	Iteration 55Q: 3 clusters Score -1130235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1130252.375000 Penalty: 4461.232910
	Iteration 56Q: 3 clusters Score -1130252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1130268.125000 Penalty: 4461.232910
	Iteration 57Q: 3 clusters Score -1130268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1130278.250000 Penalty: 4461.232910
	Iteration 58Q: 3 clusters Score -1130278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1130293.875000 Penalty: 4461.232910
	Iteration 59Q: 3 clusters Score -1130294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1130302.750000 Penalty: 4461.232910
	Iteration 60F: 3 clusters Score -1130303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1130313.125000 Penalty: 4461.232910
	Iteration 61Q: 3 clusters Score -1130313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1130323.250000 Penalty: 4461.232910
	Iteration 62Q: 3 clusters Score -1130323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1130334.500000 Penalty: 4461.232910
	Iteration 63Q: 3 clusters Score -1130334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1130343.500000 Penalty: 4461.232910
	Iteration 64Q: 3 clusters Score -1130344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1130351.625000 Penalty: 4461.232910
	Iteration 65Q: 3 clusters Score -1130352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1130363.250000 Penalty: 4461.232910
	Iteration 66Q: 3 clusters Score -1130363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1130372.750000 Penalty: 4461.232910
	Iteration 67Q: 3 clusters Score -1130373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1130379.125000 Penalty: 4461.232910
	Iteration 68Q: 3 clusters Score -1130379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1130387.500000 Penalty: 4461.232910
	Iteration 69Q: 3 clusters Score -1130388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1130396.125000 Penalty: 4461.232910
	Iteration 70Q: 3 clusters Score -1130396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1130402.875000 Penalty: 4461.232910
	Iteration 71Q: 3 clusters Score -1130403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1130409.625000 Penalty: 4461.232910
	Iteration 72Q: 3 clusters Score -1130410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1130418.125000 Penalty: 4461.232910
	Iteration 73Q: 3 clusters Score -1130418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1130420.875000 Penalty: 4461.232910
	Iteration 74Q: 3 clusters Score -1130421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1130423.875000 Penalty: 4461.232910
	Iteration 75Q: 3 clusters Score -1130424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1130429.625000 Penalty: 4461.232910
	Iteration 76Q: 3 clusters Score -1130430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1130433.250000 Penalty: 4461.232910
	Iteration 77Q: 3 clusters Score -1130433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1130443.750000 Penalty: 4461.232910
	Iteration 78Q: 3 clusters Score -1130444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1130450.000000 Penalty: 4461.232910
	Iteration 79Q: 3 clusters Score -1130450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1130455.000000 Penalty: 4461.232910
	Iteration 80F: 3 clusters Score -1130455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1130462.500000 Penalty: 4461.232910
	Iteration 81Q: 3 clusters Score -1130462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1130470.000000 Penalty: 4461.232910
	Iteration 82Q: 3 clusters Score -1130470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1130478.500000 Penalty: 4461.232910
	Iteration 83Q: 3 clusters Score -1130478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1130485.000000 Penalty: 4461.232910
	Iteration 84Q: 3 clusters Score -1130485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1130496.625000 Penalty: 4461.232910
	Iteration 85Q: 3 clusters Score -1130497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1130503.750000 Penalty: 4461.232910
	Iteration 86Q: 3 clusters Score -1130504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1130508.625000 Penalty: 4461.232910
	Iteration 87Q: 3 clusters Score -1130509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1130516.000000 Penalty: 4461.232910
	Iteration 88Q: 3 clusters Score -1130516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1130518.750000 Penalty: 4461.232910
	Iteration 89Q: 3 clusters Score -1130519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1130522.875000 Penalty: 4461.232910
	Iteration 90Q: 3 clusters Score -1130523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1130521.750000 Penalty: 4461.232910
	Iteration 91Q: 3 clusters Score -1130522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1130525.125000 Penalty: 4461.232910
	Iteration 92Q: 3 clusters Score -1130525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1130526.750000 Penalty: 4461.232910
	Iteration 93Q: 3 clusters Score -1130527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1130525.625000 Penalty: 4461.232910
	Iteration 94Q: 3 clusters Score -1130526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1130529.500000 Penalty: 4461.232910
	Iteration 95Q: 3 clusters Score -1130530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1130530.250000 Penalty: 4461.232910
	Iteration 96Q: 3 clusters Score -1130530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1130532.375000 Penalty: 4461.232910
	Iteration 97Q: 3 clusters Score -1130532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1130534.500000 Penalty: 4461.232910
	Iteration 98Q: 3 clusters Score -1130534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1130535.250000 Penalty: 4461.232910
	Iteration 99Q: 3 clusters Score -1130535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1130536.625000 Penalty: 4461.232910
	Iteration 100F: 3 clusters Score -1130537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1130538.250000 Penalty: 4461.232910
	Iteration 101Q: 3 clusters Score -1130538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1130539.250000 Penalty: 4461.232910
	Iteration 102Q: 3 clusters Score -1130539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1130541.000000 Penalty: 4461.232910
	Iteration 103Q: 3 clusters Score -1130541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1130541.000000 Penalty: 4461.232910
	Iteration 104F: 3 clusters Score -1130541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Entering Unmasked Estep 
Score: -5447666.000000 Penalty: 2604.187744
	Iteration 0F: 2 clusters Score -5447666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -5423142.500000 Penalty: 5208.375488
	Iteration 0F: 3 clusters Score -5423142 nChanged 16447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5432040.000000 Penalty: 5208.375488
	Iteration 1F: 3 clusters Score -5432040 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -5432606.500000 Penalty: 5208.375488
	Iteration 2Q: 3 clusters Score -5432606 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -5433114.500000 Penalty: 5208.375488
	Iteration 3Q: 3 clusters Score -5433114 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -5433675.000000 Penalty: 5208.375488
	Iteration 4Q: 3 clusters Score -5433675 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -5434212.500000 Penalty: 5208.375488
	Iteration 5Q: 3 clusters Score -5434212 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -5434815.500000 Penalty: 5208.375488
	Iteration 6Q: 3 clusters Score -5434816 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -5435502.500000 Penalty: 5208.375488
	Iteration 7Q: 3 clusters Score -5435502 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -5436242.500000 Penalty: 5208.375488
	Iteration 8Q: 3 clusters Score -5436242 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5437146.000000 Penalty: 5208.375488
	Iteration 9Q: 3 clusters Score -5437146 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -5438095.000000 Penalty: 5208.375488
	Iteration 10Q: 3 clusters Score -5438095 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5439195.000000 Penalty: 5208.375488
	Iteration 11F: 3 clusters Score -5439195 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5440433.500000 Penalty: 5208.375488
	Iteration 12F: 3 clusters Score -5440434 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5441610.000000 Penalty: 5208.375488
	Iteration 13Q: 3 clusters Score -5441610 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5442589.000000 Penalty: 5208.375488
	Iteration 14Q: 3 clusters Score -5442589 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -5443379.000000 Penalty: 5208.375488
	Iteration 15Q: 3 clusters Score -5443379 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -5443985.500000 Penalty: 5208.375488
	Iteration 16Q: 3 clusters Score -5443986 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -5444421.000000 Penalty: 5208.375488
	Iteration 17Q: 3 clusters Score -5444421 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -5444686.500000 Penalty: 5208.375488
	Iteration 18Q: 3 clusters Score -5444686 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -5444896.000000 Penalty: 5208.375488
	Iteration 19Q: 3 clusters Score -5444896 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -5445045.000000 Penalty: 5208.375488
	Iteration 20F: 3 clusters Score -5445045 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5445139.500000 Penalty: 5208.375488
	Iteration 21Q: 3 clusters Score -5445140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5445199.000000 Penalty: 5208.375488
	Iteration 22Q: 3 clusters Score -5445199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -5445257.000000 Penalty: 5208.375488
	Iteration 23Q: 3 clusters Score -5445257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -5445286.500000 Penalty: 5208.375488
	Iteration 24Q: 3 clusters Score -5445286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -5445332.500000 Penalty: 5208.375488
	Iteration 25Q: 3 clusters Score -5445332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -5445361.000000 Penalty: 5208.375488
	Iteration 26Q: 3 clusters Score -5445361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5445373.500000 Penalty: 5208.375488
	Iteration 27Q: 3 clusters Score -5445374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5445376.500000 Penalty: 5208.375488
	Iteration 28Q: 3 clusters Score -5445376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -5445381.500000 Penalty: 5208.375488
	Iteration 29Q: 3 clusters Score -5445382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -5445380.500000 Penalty: 5208.375488
	Iteration 30Q: 3 clusters Score -5445380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5445393.000000 Penalty: 5208.375488
	Iteration 31Q: 3 clusters Score -5445393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -5445391.000000 Penalty: 5208.375488
	Iteration 32Q: 3 clusters Score -5445391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -5445390.000000 Penalty: 5208.375488
	Iteration 33Q: 3 clusters Score -5445390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5445390.500000 Penalty: 5208.375488
	Iteration 34Q: 3 clusters Score -5445390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5445390.500000 Penalty: 5208.375488
	Iteration 35F: 3 clusters Score -5445390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Entering Unmasked Estep 
Score: -3943405.000000 Penalty: 2524.645020
	Iteration 0F: 2 clusters Score -3943405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -3925241.250000 Penalty: 5049.290039
	Iteration 0F: 3 clusters Score -3925241 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3931583.750000 Penalty: 5049.290039
	Iteration 1F: 3 clusters Score -3931584 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3931976.250000 Penalty: 5049.290039
	Iteration 2Q: 3 clusters Score -3931976 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3932320.000000 Penalty: 5049.290039
	Iteration 3Q: 3 clusters Score -3932320 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3932725.000000 Penalty: 5049.290039
	Iteration 4Q: 3 clusters Score -3932725 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3933208.250000 Penalty: 5049.290039
	Iteration 5Q: 3 clusters Score -3933208 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -3933831.750000 Penalty: 5049.290039
	Iteration 6Q: 3 clusters Score -3933832 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3934714.250000 Penalty: 5049.290039
	Iteration 7F: 3 clusters Score -3934714 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3935905.750000 Penalty: 5049.290039
	Iteration 8F: 3 clusters Score -3935906 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3937271.000000 Penalty: 5049.290039
	Iteration 9F: 3 clusters Score -3937271 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3938638.750000 Penalty: 5049.290039
	Iteration 10F: 3 clusters Score -3938639 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3939743.750000 Penalty: 5049.290039
	Iteration 11Q: 3 clusters Score -3939744 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3940459.250000 Penalty: 5049.290039
	Iteration 12Q: 3 clusters Score -3940459 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3940778.250000 Penalty: 5049.290039
	Iteration 13Q: 3 clusters Score -3940778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3940934.250000 Penalty: 5049.290039
	Iteration 14Q: 3 clusters Score -3940934 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3941034.250000 Penalty: 5049.290039
	Iteration 15Q: 3 clusters Score -3941034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3941082.500000 Penalty: 5049.290039
	Iteration 16Q: 3 clusters Score -3941082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3941106.250000 Penalty: 5049.290039
	Iteration 17Q: 3 clusters Score -3941106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3941115.250000 Penalty: 5049.290039
	Iteration 18Q: 3 clusters Score -3941115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3941125.000000 Penalty: 5049.290039
	Iteration 19Q: 3 clusters Score -3941125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3941128.750000 Penalty: 5049.290039
	Iteration 20F: 3 clusters Score -3941129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1735411.250000 Penalty: 2323.228516
	Iteration 0F: 2 clusters Score -1735411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1726748.125000 Penalty: 4646.457031
	Iteration 0F: 3 clusters Score -1726748 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1729336.250000 Penalty: 4646.457031
	Iteration 1F: 3 clusters Score -1729336 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1729838.000000 Penalty: 4646.457031
	Iteration 2F: 3 clusters Score -1729838 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1730331.875000 Penalty: 4646.457031
	Iteration 3F: 3 clusters Score -1730332 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1730865.125000 Penalty: 4646.457031
	Iteration 4F: 3 clusters Score -1730865 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1731434.750000 Penalty: 4646.457031
	Iteration 5F: 3 clusters Score -1731435 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1732035.625000 Penalty: 4646.457031
	Iteration 6F: 3 clusters Score -1732036 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1732577.125000 Penalty: 4646.457031
	Iteration 7F: 3 clusters Score -1732577 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1732902.000000 Penalty: 4646.457031
	Iteration 8Q: 3 clusters Score -1732902 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1733077.375000 Penalty: 4646.457031
	Iteration 9Q: 3 clusters Score -1733077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1733201.125000 Penalty: 4646.457031
	Iteration 10Q: 3 clusters Score -1733201 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1733282.875000 Penalty: 4646.457031
	Iteration 11Q: 3 clusters Score -1733283 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1733361.250000 Penalty: 4646.457031
	Iteration 12Q: 3 clusters Score -1733361 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1733415.875000 Penalty: 4646.457031
	Iteration 13Q: 3 clusters Score -1733416 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1733457.125000 Penalty: 4646.457031
	Iteration 14Q: 3 clusters Score -1733457 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1733496.875000 Penalty: 4646.457031
	Iteration 15Q: 3 clusters Score -1733497 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1733535.625000 Penalty: 4646.457031
	Iteration 16Q: 3 clusters Score -1733536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1733574.500000 Penalty: 4646.457031
	Iteration 17Q: 3 clusters Score -1733574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1733594.250000 Penalty: 4646.457031
	Iteration 18Q: 3 clusters Score -1733594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1733630.875000 Penalty: 4646.457031
	Iteration 19Q: 3 clusters Score -1733631 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1733656.375000 Penalty: 4646.457031
	Iteration 20F: 3 clusters Score -1733656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1733674.750000 Penalty: 4646.457031
	Iteration 21Q: 3 clusters Score -1733675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1733710.250000 Penalty: 4646.457031
	Iteration 22Q: 3 clusters Score -1733710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1733731.500000 Penalty: 4646.457031
	Iteration 23Q: 3 clusters Score -1733732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1733767.875000 Penalty: 4646.457031
	Iteration 24Q: 3 clusters Score -1733768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1733796.625000 Penalty: 4646.457031
	Iteration 25Q: 3 clusters Score -1733797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1733822.250000 Penalty: 4646.457031
	Iteration 26Q: 3 clusters Score -1733822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1733841.250000 Penalty: 4646.457031
	Iteration 27Q: 3 clusters Score -1733841 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1733862.375000 Penalty: 4646.457031
	Iteration 28Q: 3 clusters Score -1733862 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1733884.375000 Penalty: 4646.457031
	Iteration 29Q: 3 clusters Score -1733884 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1733898.750000 Penalty: 4646.457031
	Iteration 30Q: 3 clusters Score -1733899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1733908.625000 Penalty: 4646.457031
	Iteration 31Q: 3 clusters Score -1733909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1733911.875000 Penalty: 4646.457031
	Iteration 32Q: 3 clusters Score -1733912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1733919.250000 Penalty: 4646.457031
	Iteration 33Q: 3 clusters Score -1733919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1733927.750000 Penalty: 4646.457031
	Iteration 34Q: 3 clusters Score -1733928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1733934.000000 Penalty: 4646.457031
	Iteration 35Q: 3 clusters Score -1733934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1733945.875000 Penalty: 4646.457031
	Iteration 36Q: 3 clusters Score -1733946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1733955.750000 Penalty: 4646.457031
	Iteration 37Q: 3 clusters Score -1733956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1733961.750000 Penalty: 4646.457031
	Iteration 38Q: 3 clusters Score -1733962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1733971.125000 Penalty: 4646.457031
	Iteration 39Q: 3 clusters Score -1733971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1733970.875000 Penalty: 4646.457031
	Iteration 40F: 3 clusters Score -1733971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1733971.125000 Penalty: 4646.457031
	Iteration 41Q: 3 clusters Score -1733971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1733973.125000 Penalty: 4646.457031
	Iteration 42Q: 3 clusters Score -1733973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1733975.500000 Penalty: 4646.457031
	Iteration 43Q: 3 clusters Score -1733976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1733975.125000 Penalty: 4646.457031
	Iteration 44Q: 3 clusters Score -1733975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1733975.125000 Penalty: 4646.457031
	Iteration 45Q: 3 clusters Score -1733975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1733974.625000 Penalty: 4646.457031
	Iteration 46Q: 3 clusters Score -1733975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1733975.875000 Penalty: 4646.457031
	Iteration 47Q: 3 clusters Score -1733976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1733980.375000 Penalty: 4646.457031
	Iteration 48Q: 3 clusters Score -1733980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1733982.750000 Penalty: 4646.457031
	Iteration 49Q: 3 clusters Score -1733983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1733982.375000 Penalty: 4646.457031
	Iteration 50Q: 3 clusters Score -1733982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1733983.875000 Penalty: 4646.457031
	Iteration 51Q: 3 clusters Score -1733984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1733983.500000 Penalty: 4646.457031
	Iteration 52Q: 3 clusters Score -1733984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1733988.625000 Penalty: 4646.457031
	Iteration 53Q: 3 clusters Score -1733989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1733988.625000 Penalty: 4646.457031
	Iteration 54Q: 3 clusters Score -1733989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1733988.875000 Penalty: 4646.457031
	Iteration 55Q: 3 clusters Score -1733989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1733989.500000 Penalty: 4646.457031
	Iteration 56Q: 3 clusters Score -1733990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1733988.000000 Penalty: 4646.457031
	Iteration 57Q: 3 clusters Score -1733988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1733987.875000 Penalty: 4646.457031
	Iteration 58Q: 3 clusters Score -1733988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1733987.875000 Penalty: 4646.457031
	Iteration 59F: 3 clusters Score -1733988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Entering Unmasked Estep 
Score: -2574320.500000 Penalty: 2438.253906
	Iteration 0F: 2 clusters Score -2574320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2561171.250000 Penalty: 4876.507812
	Iteration 0F: 3 clusters Score -2561171 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2565863.250000 Penalty: 4876.507812
	Iteration 1F: 3 clusters Score -2565863 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2566677.250000 Penalty: 4876.507812
	Iteration 2F: 3 clusters Score -2566677 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2567533.750000 Penalty: 4876.507812
	Iteration 3F: 3 clusters Score -2567534 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2568370.000000 Penalty: 4876.507812
	Iteration 4F: 3 clusters Score -2568370 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2569072.750000 Penalty: 4876.507812
	Iteration 5F: 3 clusters Score -2569073 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2569635.000000 Penalty: 4876.507812
	Iteration 6F: 3 clusters Score -2569635 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2570089.500000 Penalty: 4876.507812
	Iteration 7Q: 3 clusters Score -2570090 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2570462.750000 Penalty: 4876.507812
	Iteration 8Q: 3 clusters Score -2570463 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2570784.750000 Penalty: 4876.507812
	Iteration 9Q: 3 clusters Score -2570785 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2571064.500000 Penalty: 4876.507812
	Iteration 10Q: 3 clusters Score -2571064 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2571303.750000 Penalty: 4876.507812
	Iteration 11Q: 3 clusters Score -2571304 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2571494.750000 Penalty: 4876.507812
	Iteration 12Q: 3 clusters Score -2571495 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2571668.000000 Penalty: 4876.507812
	Iteration 13Q: 3 clusters Score -2571668 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2571835.750000 Penalty: 4876.507812
	Iteration 14Q: 3 clusters Score -2571836 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2571994.250000 Penalty: 4876.507812
	Iteration 15Q: 3 clusters Score -2571994 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2572122.500000 Penalty: 4876.507812
	Iteration 16Q: 3 clusters Score -2572122 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2572228.000000 Penalty: 4876.507812
	Iteration 17Q: 3 clusters Score -2572228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2572330.250000 Penalty: 4876.507812
	Iteration 18Q: 3 clusters Score -2572330 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2572414.250000 Penalty: 4876.507812
	Iteration 19Q: 3 clusters Score -2572414 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2572481.250000 Penalty: 4876.507812
	Iteration 20F: 3 clusters Score -2572481 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2572540.750000 Penalty: 4876.507812
	Iteration 21Q: 3 clusters Score -2572541 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2572593.000000 Penalty: 4876.507812
	Iteration 22Q: 3 clusters Score -2572593 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2572653.250000 Penalty: 4876.507812
	Iteration 23Q: 3 clusters Score -2572653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2572684.500000 Penalty: 4876.507812
	Iteration 24Q: 3 clusters Score -2572684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2572714.250000 Penalty: 4876.507812
	Iteration 25Q: 3 clusters Score -2572714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2572746.500000 Penalty: 4876.507812
	Iteration 26Q: 3 clusters Score -2572746 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2572788.250000 Penalty: 4876.507812
	Iteration 27Q: 3 clusters Score -2572788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2572834.500000 Penalty: 4876.507812
	Iteration 28Q: 3 clusters Score -2572834 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2572878.500000 Penalty: 4876.507812
	Iteration 29Q: 3 clusters Score -2572878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2572926.500000 Penalty: 4876.507812
	Iteration 30Q: 3 clusters Score -2572926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2572972.250000 Penalty: 4876.507812
	Iteration 31Q: 3 clusters Score -2572972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2572997.750000 Penalty: 4876.507812
	Iteration 32Q: 3 clusters Score -2572998 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2573033.250000 Penalty: 4876.507812
	Iteration 33Q: 3 clusters Score -2573033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2573065.750000 Penalty: 4876.507812
	Iteration 34Q: 3 clusters Score -2573066 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2573097.500000 Penalty: 4876.507812
	Iteration 35Q: 3 clusters Score -2573098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2573124.750000 Penalty: 4876.507812
	Iteration 36Q: 3 clusters Score -2573125 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2573142.250000 Penalty: 4876.507812
	Iteration 37Q: 3 clusters Score -2573142 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2573152.250000 Penalty: 4876.507812
	Iteration 38Q: 3 clusters Score -2573152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2573169.750000 Penalty: 4876.507812
	Iteration 39Q: 3 clusters Score -2573170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -2573181.750000 Penalty: 4876.507812
	Iteration 40F: 3 clusters Score -2573182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2573193.750000 Penalty: 4876.507812
	Iteration 41Q: 3 clusters Score -2573194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2573194.500000 Penalty: 4876.507812
	Iteration 42Q: 3 clusters Score -2573194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2573202.000000 Penalty: 4876.507812
	Iteration 43Q: 3 clusters Score -2573202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2573205.750000 Penalty: 4876.507812
	Iteration 44Q: 3 clusters Score -2573206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2573213.000000 Penalty: 4876.507812
	Iteration 45Q: 3 clusters Score -2573213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2573224.250000 Penalty: 4876.507812
	Iteration 46Q: 3 clusters Score -2573224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2573228.500000 Penalty: 4876.507812
	Iteration 47Q: 3 clusters Score -2573228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2573233.500000 Penalty: 4876.507812
	Iteration 48Q: 3 clusters Score -2573234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2573238.250000 Penalty: 4876.507812
	Iteration 49Q: 3 clusters Score -2573238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2573240.000000 Penalty: 4876.507812
	Iteration 50Q: 3 clusters Score -2573240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2573242.250000 Penalty: 4876.507812
	Iteration 51Q: 3 clusters Score -2573242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2573238.250000 Penalty: 4876.507812
	Iteration 52Q: 3 clusters Score -2573238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2573237.250000 Penalty: 4876.507812
	Iteration 53Q: 3 clusters Score -2573237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2573242.250000 Penalty: 4876.507812
	Iteration 54Q: 3 clusters Score -2573242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2573252.750000 Penalty: 4876.507812
	Iteration 55Q: 3 clusters Score -2573253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2573257.000000 Penalty: 4876.507812
	Iteration 56Q: 3 clusters Score -2573257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2573260.000000 Penalty: 4876.507812
	Iteration 57Q: 3 clusters Score -2573260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2573261.000000 Penalty: 4876.507812
	Iteration 58Q: 3 clusters Score -2573261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2573270.250000 Penalty: 4876.507812
	Iteration 59Q: 3 clusters Score -2573270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2573266.500000 Penalty: 4876.507812
	Iteration 60F: 3 clusters Score -2573266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2573272.250000 Penalty: 4876.507812
	Iteration 61Q: 3 clusters Score -2573272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2573275.000000 Penalty: 4876.507812
	Iteration 62Q: 3 clusters Score -2573275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2573282.750000 Penalty: 4876.507812
	Iteration 63Q: 3 clusters Score -2573283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2573281.000000 Penalty: 4876.507812
	Iteration 64Q: 3 clusters Score -2573281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2573282.250000 Penalty: 4876.507812
	Iteration 65Q: 3 clusters Score -2573282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2573279.500000 Penalty: 4876.507812
	Iteration 66Q: 3 clusters Score -2573280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2573285.750000 Penalty: 4876.507812
	Iteration 67Q: 3 clusters Score -2573286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2573294.250000 Penalty: 4876.507812
	Iteration 68Q: 3 clusters Score -2573294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2573299.000000 Penalty: 4876.507812
	Iteration 69Q: 3 clusters Score -2573299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2573302.000000 Penalty: 4876.507812
	Iteration 70Q: 3 clusters Score -2573302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2573310.000000 Penalty: 4876.507812
	Iteration 71Q: 3 clusters Score -2573310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2573313.750000 Penalty: 4876.507812
	Iteration 72Q: 3 clusters Score -2573314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2573318.500000 Penalty: 4876.507812
	Iteration 73Q: 3 clusters Score -2573318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2573320.500000 Penalty: 4876.507812
	Iteration 74Q: 3 clusters Score -2573320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2573319.000000 Penalty: 4876.507812
	Iteration 75Q: 3 clusters Score -2573319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2573322.500000 Penalty: 4876.507812
	Iteration 76Q: 3 clusters Score -2573322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2573324.250000 Penalty: 4876.507812
	Iteration 77Q: 3 clusters Score -2573324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2573331.750000 Penalty: 4876.507812
	Iteration 78Q: 3 clusters Score -2573332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2573335.250000 Penalty: 4876.507812
	Iteration 79Q: 3 clusters Score -2573335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2573337.000000 Penalty: 4876.507812
	Iteration 80F: 3 clusters Score -2573337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2573349.250000 Penalty: 4876.507812
	Iteration 81Q: 3 clusters Score -2573349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2573349.750000 Penalty: 4876.507812
	Iteration 82Q: 3 clusters Score -2573350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2573351.250000 Penalty: 4876.507812
	Iteration 83Q: 3 clusters Score -2573351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2573352.500000 Penalty: 4876.507812
	Iteration 84Q: 3 clusters Score -2573352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2573359.750000 Penalty: 4876.507812
	Iteration 85Q: 3 clusters Score -2573360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2573357.250000 Penalty: 4876.507812
	Iteration 86Q: 3 clusters Score -2573357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2573360.000000 Penalty: 4876.507812
	Iteration 87Q: 3 clusters Score -2573360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2573363.500000 Penalty: 4876.507812
	Iteration 88Q: 3 clusters Score -2573364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2573367.500000 Penalty: 4876.507812
	Iteration 89Q: 3 clusters Score -2573368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2573369.000000 Penalty: 4876.507812
	Iteration 90Q: 3 clusters Score -2573369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2573371.500000 Penalty: 4876.507812
	Iteration 91Q: 3 clusters Score -2573372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2573378.500000 Penalty: 4876.507812
	Iteration 92Q: 3 clusters Score -2573378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2573377.250000 Penalty: 4876.507812
	Iteration 93Q: 3 clusters Score -2573377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2573376.750000 Penalty: 4876.507812
	Iteration 94Q: 3 clusters Score -2573377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2573386.500000 Penalty: 4876.507812
	Iteration 95Q: 3 clusters Score -2573386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2573386.750000 Penalty: 4876.507812
	Iteration 96Q: 3 clusters Score -2573387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2573393.500000 Penalty: 4876.507812
	Iteration 97Q: 3 clusters Score -2573394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2573398.250000 Penalty: 4876.507812
	Iteration 98Q: 3 clusters Score -2573398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2573398.000000 Penalty: 4876.507812
	Iteration 99Q: 3 clusters Score -2573398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2573397.500000 Penalty: 4876.507812
	Iteration 100F: 3 clusters Score -2573398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2573402.750000 Penalty: 4876.507812
	Iteration 101Q: 3 clusters Score -2573403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -2573407.750000 Penalty: 4876.507812
	Iteration 102Q: 3 clusters Score -2573408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2573408.000000 Penalty: 4876.507812
	Iteration 103Q: 3 clusters Score -2573408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2573410.500000 Penalty: 4876.507812
	Iteration 104Q: 3 clusters Score -2573410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2573414.500000 Penalty: 4876.507812
	Iteration 105Q: 3 clusters Score -2573414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2573416.750000 Penalty: 4876.507812
	Iteration 106Q: 3 clusters Score -2573417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2573417.500000 Penalty: 4876.507812
	Iteration 107Q: 3 clusters Score -2573418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2573417.750000 Penalty: 4876.507812
	Iteration 108Q: 3 clusters Score -2573418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2573418.000000 Penalty: 4876.507812
	Iteration 109Q: 3 clusters Score -2573418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2573418.000000 Penalty: 4876.507812
	Iteration 110F: 3 clusters Score -2573418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Entering Unmasked Estep 
Score: -2777258.500000 Penalty: 2435.642334
	Iteration 0F: 2 clusters Score -2777258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2764277.750000 Penalty: 4871.284668
	Iteration 0F: 3 clusters Score -2764278 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2768622.000000 Penalty: 4871.284668
	Iteration 1F: 3 clusters Score -2768622 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2769189.500000 Penalty: 4871.284668
	Iteration 2F: 3 clusters Score -2769190 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2769874.750000 Penalty: 4871.284668
	Iteration 3F: 3 clusters Score -2769875 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2770636.000000 Penalty: 4871.284668
	Iteration 4F: 3 clusters Score -2770636 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2771467.000000 Penalty: 4871.284668
	Iteration 5F: 3 clusters Score -2771467 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2772304.000000 Penalty: 4871.284668
	Iteration 6F: 3 clusters Score -2772304 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2772959.000000 Penalty: 4871.284668
	Iteration 7F: 3 clusters Score -2772959 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2773463.750000 Penalty: 4871.284668
	Iteration 8Q: 3 clusters Score -2773464 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2773775.250000 Penalty: 4871.284668
	Iteration 9Q: 3 clusters Score -2773775 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2774011.250000 Penalty: 4871.284668
	Iteration 10Q: 3 clusters Score -2774011 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2774200.750000 Penalty: 4871.284668
	Iteration 11Q: 3 clusters Score -2774201 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2774344.750000 Penalty: 4871.284668
	Iteration 12Q: 3 clusters Score -2774345 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2774471.000000 Penalty: 4871.284668
	Iteration 13Q: 3 clusters Score -2774471 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2774566.250000 Penalty: 4871.284668
	Iteration 14Q: 3 clusters Score -2774566 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2774672.000000 Penalty: 4871.284668
	Iteration 15Q: 3 clusters Score -2774672 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2774776.500000 Penalty: 4871.284668
	Iteration 16Q: 3 clusters Score -2774776 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2774858.750000 Penalty: 4871.284668
	Iteration 17Q: 3 clusters Score -2774859 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2774923.500000 Penalty: 4871.284668
	Iteration 18Q: 3 clusters Score -2774924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2774973.500000 Penalty: 4871.284668
	Iteration 19Q: 3 clusters Score -2774974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2774997.750000 Penalty: 4871.284668
	Iteration 20F: 3 clusters Score -2774998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2775060.500000 Penalty: 4871.284668
	Iteration 21Q: 3 clusters Score -2775060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2775114.250000 Penalty: 4871.284668
	Iteration 22Q: 3 clusters Score -2775114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2775151.750000 Penalty: 4871.284668
	Iteration 23Q: 3 clusters Score -2775152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2775184.250000 Penalty: 4871.284668
	Iteration 24Q: 3 clusters Score -2775184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2775210.500000 Penalty: 4871.284668
	Iteration 25Q: 3 clusters Score -2775210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2775237.500000 Penalty: 4871.284668
	Iteration 26Q: 3 clusters Score -2775238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2775254.250000 Penalty: 4871.284668
	Iteration 27Q: 3 clusters Score -2775254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2775272.000000 Penalty: 4871.284668
	Iteration 28Q: 3 clusters Score -2775272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2775281.750000 Penalty: 4871.284668
	Iteration 29Q: 3 clusters Score -2775282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2775298.500000 Penalty: 4871.284668
	Iteration 30Q: 3 clusters Score -2775298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2775309.750000 Penalty: 4871.284668
	Iteration 31Q: 3 clusters Score -2775310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2775316.000000 Penalty: 4871.284668
	Iteration 32Q: 3 clusters Score -2775316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2775317.000000 Penalty: 4871.284668
	Iteration 33Q: 3 clusters Score -2775317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2775328.500000 Penalty: 4871.284668
	Iteration 34Q: 3 clusters Score -2775328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2775332.250000 Penalty: 4871.284668
	Iteration 35Q: 3 clusters Score -2775332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2775339.000000 Penalty: 4871.284668
	Iteration 36Q: 3 clusters Score -2775339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2775340.000000 Penalty: 4871.284668
	Iteration 37Q: 3 clusters Score -2775340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2775342.250000 Penalty: 4871.284668
	Iteration 38Q: 3 clusters Score -2775342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2775341.500000 Penalty: 4871.284668
	Iteration 39Q: 3 clusters Score -2775342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2775345.000000 Penalty: 4871.284668
	Iteration 40F: 3 clusters Score -2775345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2775346.500000 Penalty: 4871.284668
	Iteration 41Q: 3 clusters Score -2775346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2775345.000000 Penalty: 4871.284668
	Iteration 42Q: 3 clusters Score -2775345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2775345.000000 Penalty: 4871.284668
	Iteration 43F: 3 clusters Score -2775345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Entering Unmasked Estep 
Score: -1785130.750000 Penalty: 2330.205322
	Iteration 0F: 2 clusters Score -1785131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1776187.125000 Penalty: 4660.410645
	Iteration 0F: 3 clusters Score -1776187 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1778978.375000 Penalty: 4660.410645
	Iteration 1F: 3 clusters Score -1778978 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1779379.250000 Penalty: 4660.410645
	Iteration 2F: 3 clusters Score -1779379 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1779737.125000 Penalty: 4660.410645
	Iteration 3F: 3 clusters Score -1779737 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1780106.750000 Penalty: 4660.410645
	Iteration 4Q: 3 clusters Score -1780107 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1780504.125000 Penalty: 4660.410645
	Iteration 5F: 3 clusters Score -1780504 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1780975.625000 Penalty: 4660.410645
	Iteration 6F: 3 clusters Score -1780976 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1781548.625000 Penalty: 4660.410645
	Iteration 7F: 3 clusters Score -1781549 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1782158.750000 Penalty: 4660.410645
	Iteration 8F: 3 clusters Score -1782159 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1782776.875000 Penalty: 4660.410645
	Iteration 9F: 3 clusters Score -1782777 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1783341.375000 Penalty: 4660.410645
	Iteration 10F: 3 clusters Score -1783341 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1783756.875000 Penalty: 4660.410645
	Iteration 11Q: 3 clusters Score -1783757 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1784043.875000 Penalty: 4660.410645
	Iteration 12Q: 3 clusters Score -1784044 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1784196.375000 Penalty: 4660.410645
	Iteration 13Q: 3 clusters Score -1784196 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1784290.875000 Penalty: 4660.410645
	Iteration 14Q: 3 clusters Score -1784291 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1784371.000000 Penalty: 4660.410645
	Iteration 15Q: 3 clusters Score -1784371 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1784428.875000 Penalty: 4660.410645
	Iteration 16Q: 3 clusters Score -1784429 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1784463.625000 Penalty: 4660.410645
	Iteration 17Q: 3 clusters Score -1784464 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1784475.875000 Penalty: 4660.410645
	Iteration 18Q: 3 clusters Score -1784476 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1784501.250000 Penalty: 4660.410645
	Iteration 19Q: 3 clusters Score -1784501 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1784517.750000 Penalty: 4660.410645
	Iteration 20F: 3 clusters Score -1784518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1784542.125000 Penalty: 4660.410645
	Iteration 21Q: 3 clusters Score -1784542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1784565.375000 Penalty: 4660.410645
	Iteration 22Q: 3 clusters Score -1784565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1784581.125000 Penalty: 4660.410645
	Iteration 23Q: 3 clusters Score -1784581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1784592.875000 Penalty: 4660.410645
	Iteration 24Q: 3 clusters Score -1784593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1784595.250000 Penalty: 4660.410645
	Iteration 25Q: 3 clusters Score -1784595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1784603.625000 Penalty: 4660.410645
	Iteration 26Q: 3 clusters Score -1784604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1784602.750000 Penalty: 4660.410645
	Iteration 27Q: 3 clusters Score -1784603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1784602.750000 Penalty: 4660.410645
	Iteration 28Q: 3 clusters Score -1784603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1784603.125000 Penalty: 4660.410645
	Iteration 29Q: 3 clusters Score -1784603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1784608.125000 Penalty: 4660.410645
	Iteration 30Q: 3 clusters Score -1784608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1784607.125000 Penalty: 4660.410645
	Iteration 31Q: 3 clusters Score -1784607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1784607.125000 Penalty: 4660.410645
	Iteration 32F: 3 clusters Score -1784607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -1156466.750000 Penalty: 2232.974854
	Iteration 0F: 2 clusters Score -1156467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1150002.750000 Penalty: 4465.949707
	Iteration 0F: 3 clusters Score -1150003 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1152058.625000 Penalty: 4465.949707
	Iteration 1F: 3 clusters Score -1152059 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1152489.000000 Penalty: 4465.949707
	Iteration 2F: 3 clusters Score -1152489 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1152830.375000 Penalty: 4465.949707
	Iteration 3F: 3 clusters Score -1152830 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1153112.750000 Penalty: 4465.949707
	Iteration 4F: 3 clusters Score -1153113 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1153326.125000 Penalty: 4465.949707
	Iteration 5Q: 3 clusters Score -1153326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1153493.750000 Penalty: 4465.949707
	Iteration 6Q: 3 clusters Score -1153494 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1153675.625000 Penalty: 4465.949707
	Iteration 7Q: 3 clusters Score -1153676 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1153865.500000 Penalty: 4465.949707
	Iteration 8Q: 3 clusters Score -1153866 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1154034.375000 Penalty: 4465.949707
	Iteration 9Q: 3 clusters Score -1154034 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1154204.500000 Penalty: 4465.949707
	Iteration 10Q: 3 clusters Score -1154204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1154372.125000 Penalty: 4465.949707
	Iteration 11Q: 3 clusters Score -1154372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1154523.250000 Penalty: 4465.949707
	Iteration 12Q: 3 clusters Score -1154523 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1154642.875000 Penalty: 4465.949707
	Iteration 13Q: 3 clusters Score -1154643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1154741.250000 Penalty: 4465.949707
	Iteration 14Q: 3 clusters Score -1154741 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1154802.125000 Penalty: 4465.949707
	Iteration 15Q: 3 clusters Score -1154802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1154840.250000 Penalty: 4465.949707
	Iteration 16Q: 3 clusters Score -1154840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1154869.875000 Penalty: 4465.949707
	Iteration 17Q: 3 clusters Score -1154870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1154895.625000 Penalty: 4465.949707
	Iteration 18Q: 3 clusters Score -1154896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1154906.625000 Penalty: 4465.949707
	Iteration 19Q: 3 clusters Score -1154907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1154923.625000 Penalty: 4465.949707
	Iteration 20F: 3 clusters Score -1154924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1154945.625000 Penalty: 4465.949707
	Iteration 21Q: 3 clusters Score -1154946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1154965.500000 Penalty: 4465.949707
	Iteration 22Q: 3 clusters Score -1154966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1154979.125000 Penalty: 4465.949707
	Iteration 23Q: 3 clusters Score -1154979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1154991.875000 Penalty: 4465.949707
	Iteration 24Q: 3 clusters Score -1154992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1155006.875000 Penalty: 4465.949707
	Iteration 25Q: 3 clusters Score -1155007 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1155016.250000 Penalty: 4465.949707
	Iteration 26Q: 3 clusters Score -1155016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1155021.250000 Penalty: 4465.949707
	Iteration 27Q: 3 clusters Score -1155021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1155024.375000 Penalty: 4465.949707
	Iteration 28Q: 3 clusters Score -1155024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1155027.250000 Penalty: 4465.949707
	Iteration 29Q: 3 clusters Score -1155027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1155029.250000 Penalty: 4465.949707
	Iteration 30Q: 3 clusters Score -1155029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1155031.000000 Penalty: 4465.949707
	Iteration 31Q: 3 clusters Score -1155031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1155032.250000 Penalty: 4465.949707
	Iteration 32Q: 3 clusters Score -1155032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1155035.250000 Penalty: 4465.949707
	Iteration 33Q: 3 clusters Score -1155035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1155032.875000 Penalty: 4465.949707
	Iteration 34Q: 3 clusters Score -1155033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1155036.000000 Penalty: 4465.949707
	Iteration 35Q: 3 clusters Score -1155036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1155037.500000 Penalty: 4465.949707
	Iteration 36Q: 3 clusters Score -1155038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1155036.000000 Penalty: 4465.949707
	Iteration 37Q: 3 clusters Score -1155036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1155038.000000 Penalty: 4465.949707
	Iteration 38Q: 3 clusters Score -1155038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1155038.000000 Penalty: 4465.949707
	Iteration 39F: 3 clusters Score -1155038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Entering Unmasked Estep 
Score: -4762032.000000 Penalty: 2572.377686
	Iteration 0F: 2 clusters Score -4762032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4740111.000000 Penalty: 5144.755371
	Iteration 0F: 3 clusters Score -4740111 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4748196.500000 Penalty: 5144.755371
	Iteration 1F: 3 clusters Score -4748196 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4748848.500000 Penalty: 5144.755371
	Iteration 2F: 3 clusters Score -4748848 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4749550.000000 Penalty: 5144.755371
	Iteration 3F: 3 clusters Score -4749550 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4750257.000000 Penalty: 5144.755371
	Iteration 4F: 3 clusters Score -4750257 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4750968.500000 Penalty: 5144.755371
	Iteration 5Q: 3 clusters Score -4750968 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -4751851.000000 Penalty: 5144.755371
	Iteration 6F: 3 clusters Score -4751851 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4752921.500000 Penalty: 5144.755371
	Iteration 7F: 3 clusters Score -4752922 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -4754208.500000 Penalty: 5144.755371
	Iteration 8F: 3 clusters Score -4754208 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -4755655.000000 Penalty: 5144.755371
	Iteration 9F: 3 clusters Score -4755655 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4756857.500000 Penalty: 5144.755371
	Iteration 10Q: 3 clusters Score -4756858 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -4757694.000000 Penalty: 5144.755371
	Iteration 11Q: 3 clusters Score -4757694 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4758248.500000 Penalty: 5144.755371
	Iteration 12Q: 3 clusters Score -4758248 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4758550.500000 Penalty: 5144.755371
	Iteration 13Q: 3 clusters Score -4758550 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -4758733.500000 Penalty: 5144.755371
	Iteration 14Q: 3 clusters Score -4758734 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4758854.000000 Penalty: 5144.755371
	Iteration 15Q: 3 clusters Score -4758854 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4758940.500000 Penalty: 5144.755371
	Iteration 16Q: 3 clusters Score -4758940 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4759013.500000 Penalty: 5144.755371
	Iteration 17Q: 3 clusters Score -4759014 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -4759053.000000 Penalty: 5144.755371
	Iteration 18Q: 3 clusters Score -4759053 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4759087.000000 Penalty: 5144.755371
	Iteration 19Q: 3 clusters Score -4759087 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4759113.500000 Penalty: 5144.755371
	Iteration 20F: 3 clusters Score -4759114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4759139.500000 Penalty: 5144.755371
	Iteration 21Q: 3 clusters Score -4759140 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4759160.000000 Penalty: 5144.755371
	Iteration 22Q: 3 clusters Score -4759160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -4759187.500000 Penalty: 5144.755371
	Iteration 23Q: 3 clusters Score -4759188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4759217.500000 Penalty: 5144.755371
	Iteration 24Q: 3 clusters Score -4759218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4759244.000000 Penalty: 5144.755371
	Iteration 25Q: 3 clusters Score -4759244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -4759240.500000 Penalty: 5144.755371
	Iteration 26Q: 3 clusters Score -4759240 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4759254.500000 Penalty: 5144.755371
	Iteration 27Q: 3 clusters Score -4759254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4759274.500000 Penalty: 5144.755371
	Iteration 28Q: 3 clusters Score -4759274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -4759281.500000 Penalty: 5144.755371
	Iteration 29Q: 3 clusters Score -4759282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -4759302.500000 Penalty: 5144.755371
	Iteration 30Q: 3 clusters Score -4759302 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -4759320.000000 Penalty: 5144.755371
	Iteration 31Q: 3 clusters Score -4759320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4759327.500000 Penalty: 5144.755371
	Iteration 32Q: 3 clusters Score -4759328 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4759343.000000 Penalty: 5144.755371
	Iteration 33Q: 3 clusters Score -4759343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -4759356.500000 Penalty: 5144.755371
	Iteration 34Q: 3 clusters Score -4759356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4759373.500000 Penalty: 5144.755371
	Iteration 35Q: 3 clusters Score -4759374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -4759380.500000 Penalty: 5144.755371
	Iteration 36Q: 3 clusters Score -4759380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -4759409.000000 Penalty: 5144.755371
	Iteration 37Q: 3 clusters Score -4759409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4759442.000000 Penalty: 5144.755371
	Iteration 38Q: 3 clusters Score -4759442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4759469.500000 Penalty: 5144.755371
	Iteration 39Q: 3 clusters Score -4759470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4759497.000000 Penalty: 5144.755371
	Iteration 40F: 3 clusters Score -4759497 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -4759515.000000 Penalty: 5144.755371
	Iteration 41Q: 3 clusters Score -4759515 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -4759557.000000 Penalty: 5144.755371
	Iteration 42Q: 3 clusters Score -4759557 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4759601.500000 Penalty: 5144.755371
	Iteration 43Q: 3 clusters Score -4759602 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -4759640.500000 Penalty: 5144.755371
	Iteration 44Q: 3 clusters Score -4759640 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4759690.000000 Penalty: 5144.755371
	Iteration 45Q: 3 clusters Score -4759690 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -4759737.000000 Penalty: 5144.755371
	Iteration 46Q: 3 clusters Score -4759737 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4759791.500000 Penalty: 5144.755371
	Iteration 47Q: 3 clusters Score -4759792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -4759833.000000 Penalty: 5144.755371
	Iteration 48Q: 3 clusters Score -4759833 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4759884.000000 Penalty: 5144.755371
	Iteration 49Q: 3 clusters Score -4759884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4759930.500000 Penalty: 5144.755371
	Iteration 50Q: 3 clusters Score -4759930 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -4759988.500000 Penalty: 5144.755371
	Iteration 51Q: 3 clusters Score -4759988 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4760044.500000 Penalty: 5144.755371
	Iteration 52Q: 3 clusters Score -4760044 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4760109.500000 Penalty: 5144.755371
	Iteration 53Q: 3 clusters Score -4760110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4760159.000000 Penalty: 5144.755371
	Iteration 54Q: 3 clusters Score -4760159 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4760216.000000 Penalty: 5144.755371
	Iteration 55Q: 3 clusters Score -4760216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4760252.000000 Penalty: 5144.755371
	Iteration 56Q: 3 clusters Score -4760252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4760280.500000 Penalty: 5144.755371
	Iteration 57Q: 3 clusters Score -4760280 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4760299.000000 Penalty: 5144.755371
	Iteration 58Q: 3 clusters Score -4760299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4760316.500000 Penalty: 5144.755371
	Iteration 59Q: 3 clusters Score -4760316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4760340.500000 Penalty: 5144.755371
	Iteration 60F: 3 clusters Score -4760340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4760349.000000 Penalty: 5144.755371
	Iteration 61Q: 3 clusters Score -4760349 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4760361.500000 Penalty: 5144.755371
	Iteration 62Q: 3 clusters Score -4760362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4760385.500000 Penalty: 5144.755371
	Iteration 63Q: 3 clusters Score -4760386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4760390.000000 Penalty: 5144.755371
	Iteration 64Q: 3 clusters Score -4760390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4760412.000000 Penalty: 5144.755371
	Iteration 65Q: 3 clusters Score -4760412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4760419.000000 Penalty: 5144.755371
	Iteration 66Q: 3 clusters Score -4760419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4760419.500000 Penalty: 5144.755371
	Iteration 67Q: 3 clusters Score -4760420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4760440.500000 Penalty: 5144.755371
	Iteration 68Q: 3 clusters Score -4760440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4760447.000000 Penalty: 5144.755371
	Iteration 69Q: 3 clusters Score -4760447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4760454.000000 Penalty: 5144.755371
	Iteration 70Q: 3 clusters Score -4760454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4760448.000000 Penalty: 5144.755371
	Iteration 71Q: 3 clusters Score -4760448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4760460.500000 Penalty: 5144.755371
	Iteration 72Q: 3 clusters Score -4760460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4760462.500000 Penalty: 5144.755371
	Iteration 73Q: 3 clusters Score -4760462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4760466.500000 Penalty: 5144.755371
	Iteration 74Q: 3 clusters Score -4760466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4760468.000000 Penalty: 5144.755371
	Iteration 75Q: 3 clusters Score -4760468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4760474.000000 Penalty: 5144.755371
	Iteration 76Q: 3 clusters Score -4760474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4760478.000000 Penalty: 5144.755371
	Iteration 77Q: 3 clusters Score -4760478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4760482.500000 Penalty: 5144.755371
	Iteration 78Q: 3 clusters Score -4760482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4760494.500000 Penalty: 5144.755371
	Iteration 79Q: 3 clusters Score -4760494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4760498.000000 Penalty: 5144.755371
	Iteration 80F: 3 clusters Score -4760498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4760487.500000 Penalty: 5144.755371
	Iteration 81Q: 3 clusters Score -4760488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4760489.500000 Penalty: 5144.755371
	Iteration 82Q: 3 clusters Score -4760490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4760492.000000 Penalty: 5144.755371
	Iteration 83Q: 3 clusters Score -4760492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4760496.000000 Penalty: 5144.755371
	Iteration 84Q: 3 clusters Score -4760496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4760498.000000 Penalty: 5144.755371
	Iteration 85Q: 3 clusters Score -4760498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4760503.500000 Penalty: 5144.755371
	Iteration 86Q: 3 clusters Score -4760504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4760504.000000 Penalty: 5144.755371
	Iteration 87Q: 3 clusters Score -4760504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4760513.000000 Penalty: 5144.755371
	Iteration 88Q: 3 clusters Score -4760513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4760519.000000 Penalty: 5144.755371
	Iteration 89Q: 3 clusters Score -4760519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4760521.000000 Penalty: 5144.755371
	Iteration 90Q: 3 clusters Score -4760521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4760533.000000 Penalty: 5144.755371
	Iteration 91Q: 3 clusters Score -4760533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4760533.500000 Penalty: 5144.755371
	Iteration 92Q: 3 clusters Score -4760534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4760536.000000 Penalty: 5144.755371
	Iteration 93Q: 3 clusters Score -4760536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4760532.000000 Penalty: 5144.755371
	Iteration 94Q: 3 clusters Score -4760532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4760536.000000 Penalty: 5144.755371
	Iteration 95Q: 3 clusters Score -4760536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4760539.500000 Penalty: 5144.755371
	Iteration 96Q: 3 clusters Score -4760540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4760530.000000 Penalty: 5144.755371
	Iteration 97Q: 3 clusters Score -4760530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4760529.500000 Penalty: 5144.755371
	Iteration 98Q: 3 clusters Score -4760530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4760525.500000 Penalty: 5144.755371
	Iteration 99Q: 3 clusters Score -4760526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4760527.500000 Penalty: 5144.755371
	Iteration 100F: 3 clusters Score -4760528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4760528.500000 Penalty: 5144.755371
	Iteration 101Q: 3 clusters Score -4760528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4760532.500000 Penalty: 5144.755371
	Iteration 102Q: 3 clusters Score -4760532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4760536.500000 Penalty: 5144.755371
	Iteration 103Q: 3 clusters Score -4760536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4760543.500000 Penalty: 5144.755371
	Iteration 104Q: 3 clusters Score -4760544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4760548.500000 Penalty: 5144.755371
	Iteration 105Q: 3 clusters Score -4760548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4760557.000000 Penalty: 5144.755371
	Iteration 106Q: 3 clusters Score -4760557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4760558.500000 Penalty: 5144.755371
	Iteration 107Q: 3 clusters Score -4760558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4760557.000000 Penalty: 5144.755371
	Iteration 108Q: 3 clusters Score -4760557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4760555.500000 Penalty: 5144.755371
	Iteration 109Q: 3 clusters Score -4760556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4760554.000000 Penalty: 5144.755371
	Iteration 110Q: 3 clusters Score -4760554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4760558.500000 Penalty: 5144.755371
	Iteration 111Q: 3 clusters Score -4760558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4760557.000000 Penalty: 5144.755371
	Iteration 112Q: 3 clusters Score -4760557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4760555.000000 Penalty: 5144.755371
	Iteration 113Q: 3 clusters Score -4760555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4760559.000000 Penalty: 5144.755371
	Iteration 114Q: 3 clusters Score -4760559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4760555.000000 Penalty: 5144.755371
	Iteration 115Q: 3 clusters Score -4760555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4760555.000000 Penalty: 5144.755371
	Iteration 116F: 3 clusters Score -4760555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -58991.566406 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -58991.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57767.378906 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -57767.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58262.527344 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -58262.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58434.382812 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58434.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58566.000000 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -58566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58615.226562 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58615.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58657.476562 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58657.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58678.578125 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58678.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58691.050781 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58691.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58696.757812 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -58696.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58710.675781 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -58710.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58727.179688 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -58727.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58727.179688 Penalty: 3072.425049
	Iteration 11F: 3 clusters Score -58727.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Entering Unmasked Estep 
Score: -1467613.625000 Penalty: 2281.646729
	Iteration 0F: 2 clusters Score -1467614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1459998.875000 Penalty: 4563.293457
	Iteration 0F: 3 clusters Score -1459999 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1462246.875000 Penalty: 4563.293457
	Iteration 1F: 3 clusters Score -1462247 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1462566.000000 Penalty: 4563.293457
	Iteration 2F: 3 clusters Score -1462566 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1462814.875000 Penalty: 4563.293457
	Iteration 3F: 3 clusters Score -1462815 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1463000.750000 Penalty: 4563.293457
	Iteration 4Q: 3 clusters Score -1463001 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1463124.500000 Penalty: 4563.293457
	Iteration 5Q: 3 clusters Score -1463124 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1463204.000000 Penalty: 4563.293457
	Iteration 6Q: 3 clusters Score -1463204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1463282.500000 Penalty: 4563.293457
	Iteration 7Q: 3 clusters Score -1463282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1463364.625000 Penalty: 4563.293457
	Iteration 8Q: 3 clusters Score -1463365 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1463444.125000 Penalty: 4563.293457
	Iteration 9Q: 3 clusters Score -1463444 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1463536.375000 Penalty: 4563.293457
	Iteration 10Q: 3 clusters Score -1463536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1463650.875000 Penalty: 4563.293457
	Iteration 11Q: 3 clusters Score -1463651 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1463775.500000 Penalty: 4563.293457
	Iteration 12Q: 3 clusters Score -1463776 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1463895.250000 Penalty: 4563.293457
	Iteration 13Q: 3 clusters Score -1463895 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1464028.375000 Penalty: 4563.293457
	Iteration 14Q: 3 clusters Score -1464028 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1464173.625000 Penalty: 4563.293457
	Iteration 15Q: 3 clusters Score -1464174 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1464354.375000 Penalty: 4563.293457
	Iteration 16Q: 3 clusters Score -1464354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1464553.625000 Penalty: 4563.293457
	Iteration 17Q: 3 clusters Score -1464554 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1464734.000000 Penalty: 4563.293457
	Iteration 18Q: 3 clusters Score -1464734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1464924.750000 Penalty: 4563.293457
	Iteration 19Q: 3 clusters Score -1464925 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1465103.375000 Penalty: 4563.293457
	Iteration 20F: 3 clusters Score -1465103 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1465233.750000 Penalty: 4563.293457
	Iteration 21Q: 3 clusters Score -1465234 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1465340.375000 Penalty: 4563.293457
	Iteration 22Q: 3 clusters Score -1465340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1465419.750000 Penalty: 4563.293457
	Iteration 23Q: 3 clusters Score -1465420 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1465484.000000 Penalty: 4563.293457
	Iteration 24Q: 3 clusters Score -1465484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1465538.875000 Penalty: 4563.293457
	Iteration 25Q: 3 clusters Score -1465539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1465578.125000 Penalty: 4563.293457
	Iteration 26Q: 3 clusters Score -1465578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1465605.750000 Penalty: 4563.293457
	Iteration 27Q: 3 clusters Score -1465606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1465621.500000 Penalty: 4563.293457
	Iteration 28Q: 3 clusters Score -1465622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1465639.750000 Penalty: 4563.293457
	Iteration 29Q: 3 clusters Score -1465640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1465651.750000 Penalty: 4563.293457
	Iteration 30Q: 3 clusters Score -1465652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1465660.000000 Penalty: 4563.293457
	Iteration 31Q: 3 clusters Score -1465660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1465670.625000 Penalty: 4563.293457
	Iteration 32Q: 3 clusters Score -1465671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1465679.875000 Penalty: 4563.293457
	Iteration 33Q: 3 clusters Score -1465680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1465681.125000 Penalty: 4563.293457
	Iteration 34Q: 3 clusters Score -1465681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1465679.500000 Penalty: 4563.293457
	Iteration 35Q: 3 clusters Score -1465680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1465679.500000 Penalty: 4563.293457
	Iteration 36F: 3 clusters Score -1465680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Entering Unmasked Estep 
Score: -8449814.000000 Penalty: 2729.342041
	Iteration 0F: 2 clusters Score -8449814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -8409514.000000 Penalty: 5458.684082
	Iteration 0F: 3 clusters Score -8409514 nChanged 27862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -8425533.000000 Penalty: 5458.684082
	Iteration 1F: 3 clusters Score -8425533 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8426568.000000 Penalty: 5458.684082
	Iteration 2Q: 3 clusters Score -8426568 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -8427791.000000 Penalty: 5458.684082
	Iteration 3F: 3 clusters Score -8427791 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -8429863.000000 Penalty: 5458.684082
	Iteration 4F: 3 clusters Score -8429863 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -8432808.000000 Penalty: 5458.684082
	Iteration 5F: 3 clusters Score -8432808 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8436788.000000 Penalty: 5458.684082
	Iteration 6F: 3 clusters Score -8436788 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -8441119.000000 Penalty: 5458.684082
	Iteration 7F: 3 clusters Score -8441119 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8444587.000000 Penalty: 5458.684082
	Iteration 8F: 3 clusters Score -8444587 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8446590.000000 Penalty: 5458.684082
	Iteration 9Q: 3 clusters Score -8446590 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8447429.000000 Penalty: 5458.684082
	Iteration 10Q: 3 clusters Score -8447429 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8447780.000000 Penalty: 5458.684082
	Iteration 11Q: 3 clusters Score -8447780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8447911.000000 Penalty: 5458.684082
	Iteration 12Q: 3 clusters Score -8447911 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8447981.000000 Penalty: 5458.684082
	Iteration 13Q: 3 clusters Score -8447981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8448036.000000 Penalty: 5458.684082
	Iteration 14Q: 3 clusters Score -8448036 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8448059.000000 Penalty: 5458.684082
	Iteration 15Q: 3 clusters Score -8448059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8448087.000000 Penalty: 5458.684082
	Iteration 16Q: 3 clusters Score -8448087 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8448116.000000 Penalty: 5458.684082
	Iteration 17Q: 3 clusters Score -8448116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8448143.000000 Penalty: 5458.684082
	Iteration 18Q: 3 clusters Score -8448143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8448147.000000 Penalty: 5458.684082
	Iteration 19Q: 3 clusters Score -8448147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8448163.000000 Penalty: 5458.684082
	Iteration 20F: 3 clusters Score -8448163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8448171.000000 Penalty: 5458.684082
	Iteration 21Q: 3 clusters Score -8448171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8448166.000000 Penalty: 5458.684082
	Iteration 22Q: 3 clusters Score -8448166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8448188.000000 Penalty: 5458.684082
	Iteration 23Q: 3 clusters Score -8448188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8448197.000000 Penalty: 5458.684082
	Iteration 24Q: 3 clusters Score -8448197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8448210.000000 Penalty: 5458.684082
	Iteration 25Q: 3 clusters Score -8448210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8448220.000000 Penalty: 5458.684082
	Iteration 26Q: 3 clusters Score -8448220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8448234.000000 Penalty: 5458.684082
	Iteration 27Q: 3 clusters Score -8448234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8448251.000000 Penalty: 5458.684082
	Iteration 28Q: 3 clusters Score -8448251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8448266.000000 Penalty: 5458.684082
	Iteration 29Q: 3 clusters Score -8448266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8448284.000000 Penalty: 5458.684082
	Iteration 30Q: 3 clusters Score -8448284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8448286.000000 Penalty: 5458.684082
	Iteration 31Q: 3 clusters Score -8448286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8448290.000000 Penalty: 5458.684082
	Iteration 32Q: 3 clusters Score -8448290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8448291.000000 Penalty: 5458.684082
	Iteration 33Q: 3 clusters Score -8448291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8448299.000000 Penalty: 5458.684082
	Iteration 34Q: 3 clusters Score -8448299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8448295.000000 Penalty: 5458.684082
	Iteration 35Q: 3 clusters Score -8448295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8448307.000000 Penalty: 5458.684082
	Iteration 36Q: 3 clusters Score -8448307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8448317.000000 Penalty: 5458.684082
	Iteration 37Q: 3 clusters Score -8448317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8448323.000000 Penalty: 5458.684082
	Iteration 38Q: 3 clusters Score -8448323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8448327.000000 Penalty: 5458.684082
	Iteration 39Q: 3 clusters Score -8448327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8448340.000000 Penalty: 5458.684082
	Iteration 40F: 3 clusters Score -8448340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8448353.000000 Penalty: 5458.684082
	Iteration 41Q: 3 clusters Score -8448353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8448346.000000 Penalty: 5458.684082
	Iteration 42Q: 3 clusters Score -8448346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8448362.000000 Penalty: 5458.684082
	Iteration 43Q: 3 clusters Score -8448362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8448371.000000 Penalty: 5458.684082
	Iteration 44Q: 3 clusters Score -8448371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8448382.000000 Penalty: 5458.684082
	Iteration 45Q: 3 clusters Score -8448382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8448394.000000 Penalty: 5458.684082
	Iteration 46Q: 3 clusters Score -8448394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8448413.000000 Penalty: 5458.684082
	Iteration 47Q: 3 clusters Score -8448413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8448425.000000 Penalty: 5458.684082
	Iteration 48Q: 3 clusters Score -8448425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8448421.000000 Penalty: 5458.684082
	Iteration 49Q: 3 clusters Score -8448421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8448421.000000 Penalty: 5458.684082
	Iteration 50Q: 3 clusters Score -8448421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59398 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8448426.000000 Penalty: 5458.684082
	Iteration 51Q: 3 clusters Score -8448426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8448433.000000 Penalty: 5458.684082
	Iteration 52Q: 3 clusters Score -8448433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8448444.000000 Penalty: 5458.684082
	Iteration 53Q: 3 clusters Score -8448444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8448453.000000 Penalty: 5458.684082
	Iteration 54Q: 3 clusters Score -8448453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8448467.000000 Penalty: 5458.684082
	Iteration 55Q: 3 clusters Score -8448467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8448475.000000 Penalty: 5458.684082
	Iteration 56Q: 3 clusters Score -8448475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8448489.000000 Penalty: 5458.684082
	Iteration 57Q: 3 clusters Score -8448489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8448490.000000 Penalty: 5458.684082
	Iteration 58Q: 3 clusters Score -8448490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8448496.000000 Penalty: 5458.684082
	Iteration 59Q: 3 clusters Score -8448496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8448494.000000 Penalty: 5458.684082
	Iteration 60F: 3 clusters Score -8448494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8448502.000000 Penalty: 5458.684082
	Iteration 61Q: 3 clusters Score -8448502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8448514.000000 Penalty: 5458.684082
	Iteration 62Q: 3 clusters Score -8448514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8448525.000000 Penalty: 5458.684082
	Iteration 63Q: 3 clusters Score -8448525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8448542.000000 Penalty: 5458.684082
	Iteration 64Q: 3 clusters Score -8448542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8448546.000000 Penalty: 5458.684082
	Iteration 65Q: 3 clusters Score -8448546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8448532.000000 Penalty: 5458.684082
	Iteration 66Q: 3 clusters Score -8448532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8448542.000000 Penalty: 5458.684082
	Iteration 67Q: 3 clusters Score -8448542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8448547.000000 Penalty: 5458.684082
	Iteration 68Q: 3 clusters Score -8448547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8448560.000000 Penalty: 5458.684082
	Iteration 69Q: 3 clusters Score -8448560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8448569.000000 Penalty: 5458.684082
	Iteration 70Q: 3 clusters Score -8448569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8448600.000000 Penalty: 5458.684082
	Iteration 71Q: 3 clusters Score -8448600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8448619.000000 Penalty: 5458.684082
	Iteration 72Q: 3 clusters Score -8448619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8448632.000000 Penalty: 5458.684082
	Iteration 73Q: 3 clusters Score -8448632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8448671.000000 Penalty: 5458.684082
	Iteration 74Q: 3 clusters Score -8448671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8448729.000000 Penalty: 5458.684082
	Iteration 75Q: 3 clusters Score -8448729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8448795.000000 Penalty: 5458.684082
	Iteration 76Q: 3 clusters Score -8448795 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8448861.000000 Penalty: 5458.684082
	Iteration 77Q: 3 clusters Score -8448861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8448891.000000 Penalty: 5458.684082
	Iteration 78Q: 3 clusters Score -8448891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8448911.000000 Penalty: 5458.684082
	Iteration 79Q: 3 clusters Score -8448911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8448947.000000 Penalty: 5458.684082
	Iteration 80F: 3 clusters Score -8448947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8448943.000000 Penalty: 5458.684082
	Iteration 81Q: 3 clusters Score -8448943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8448949.000000 Penalty: 5458.684082
	Iteration 82Q: 3 clusters Score -8448949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8448960.000000 Penalty: 5458.684082
	Iteration 83Q: 3 clusters Score -8448960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8448959.000000 Penalty: 5458.684082
	Iteration 84Q: 3 clusters Score -8448959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59309 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8448953.000000 Penalty: 5458.684082
	Iteration 85Q: 3 clusters Score -8448953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8448952.000000 Penalty: 5458.684082
	Iteration 86Q: 3 clusters Score -8448952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8448953.000000 Penalty: 5458.684082
	Iteration 87Q: 3 clusters Score -8448953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8448949.000000 Penalty: 5458.684082
	Iteration 88Q: 3 clusters Score -8448949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8448951.000000 Penalty: 5458.684082
	Iteration 89Q: 3 clusters Score -8448951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8448952.000000 Penalty: 5458.684082
	Iteration 90Q: 3 clusters Score -8448952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8448955.000000 Penalty: 5458.684082
	Iteration 91Q: 3 clusters Score -8448955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8448956.000000 Penalty: 5458.684082
	Iteration 92Q: 3 clusters Score -8448956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8448956.000000 Penalty: 5458.684082
	Iteration 93F: 3 clusters Score -8448956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Entering Unmasked Estep 
Score: -1415137.000000 Penalty: 2274.814453
	Iteration 0F: 2 clusters Score -1415137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1407761.250000 Penalty: 4549.628906
	Iteration 0F: 3 clusters Score -1407761 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1409807.000000 Penalty: 4549.628906
	Iteration 1F: 3 clusters Score -1409807 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1410094.750000 Penalty: 4549.628906
	Iteration 2F: 3 clusters Score -1410095 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1410339.750000 Penalty: 4549.628906
	Iteration 3Q: 3 clusters Score -1410340 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1410545.500000 Penalty: 4549.628906
	Iteration 4Q: 3 clusters Score -1410546 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1410732.875000 Penalty: 4549.628906
	Iteration 5Q: 3 clusters Score -1410733 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1410942.375000 Penalty: 4549.628906
	Iteration 6Q: 3 clusters Score -1410942 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1411155.125000 Penalty: 4549.628906
	Iteration 7Q: 3 clusters Score -1411155 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1411389.875000 Penalty: 4549.628906
	Iteration 8Q: 3 clusters Score -1411390 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1411698.250000 Penalty: 4549.628906
	Iteration 9Q: 3 clusters Score -1411698 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1412037.000000 Penalty: 4549.628906
	Iteration 10Q: 3 clusters Score -1412037 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1412332.500000 Penalty: 4549.628906
	Iteration 11Q: 3 clusters Score -1412332 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1412615.875000 Penalty: 4549.628906
	Iteration 12Q: 3 clusters Score -1412616 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1412822.000000 Penalty: 4549.628906
	Iteration 13Q: 3 clusters Score -1412822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1412959.750000 Penalty: 4549.628906
	Iteration 14Q: 3 clusters Score -1412960 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1413063.750000 Penalty: 4549.628906
	Iteration 15Q: 3 clusters Score -1413064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1413141.125000 Penalty: 4549.628906
	Iteration 16Q: 3 clusters Score -1413141 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1413206.375000 Penalty: 4549.628906
	Iteration 17Q: 3 clusters Score -1413206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1413235.875000 Penalty: 4549.628906
	Iteration 18Q: 3 clusters Score -1413236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1413267.375000 Penalty: 4549.628906
	Iteration 19Q: 3 clusters Score -1413267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1413286.750000 Penalty: 4549.628906
	Iteration 20F: 3 clusters Score -1413287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1413303.250000 Penalty: 4549.628906
	Iteration 21Q: 3 clusters Score -1413303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1413313.625000 Penalty: 4549.628906
	Iteration 22Q: 3 clusters Score -1413314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1413317.125000 Penalty: 4549.628906
	Iteration 23Q: 3 clusters Score -1413317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1413321.375000 Penalty: 4549.628906
	Iteration 24Q: 3 clusters Score -1413321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1413330.125000 Penalty: 4549.628906
	Iteration 25Q: 3 clusters Score -1413330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1413335.250000 Penalty: 4549.628906
	Iteration 26Q: 3 clusters Score -1413335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1413346.375000 Penalty: 4549.628906
	Iteration 27Q: 3 clusters Score -1413346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1413349.500000 Penalty: 4549.628906
	Iteration 28Q: 3 clusters Score -1413350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1413354.375000 Penalty: 4549.628906
	Iteration 29Q: 3 clusters Score -1413354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1413356.500000 Penalty: 4549.628906
	Iteration 30Q: 3 clusters Score -1413356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1413362.375000 Penalty: 4549.628906
	Iteration 31Q: 3 clusters Score -1413362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1413365.500000 Penalty: 4549.628906
	Iteration 32Q: 3 clusters Score -1413366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1413366.125000 Penalty: 4549.628906
	Iteration 33Q: 3 clusters Score -1413366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1413372.000000 Penalty: 4549.628906
	Iteration 34Q: 3 clusters Score -1413372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1413370.750000 Penalty: 4549.628906
	Iteration 35Q: 3 clusters Score -1413371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1413372.125000 Penalty: 4549.628906
	Iteration 36Q: 3 clusters Score -1413372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1413373.250000 Penalty: 4549.628906
	Iteration 37Q: 3 clusters Score -1413373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1413378.875000 Penalty: 4549.628906
	Iteration 38Q: 3 clusters Score -1413379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1413380.250000 Penalty: 4549.628906
	Iteration 39Q: 3 clusters Score -1413380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1413380.750000 Penalty: 4549.628906
	Iteration 40F: 3 clusters Score -1413381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1413379.750000 Penalty: 4549.628906
	Iteration 41Q: 3 clusters Score -1413380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1413380.125000 Penalty: 4549.628906
	Iteration 42Q: 3 clusters Score -1413380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1413380.750000 Penalty: 4549.628906
	Iteration 43Q: 3 clusters Score -1413381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1413382.125000 Penalty: 4549.628906
	Iteration 44Q: 3 clusters Score -1413382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1413380.375000 Penalty: 4549.628906
	Iteration 45Q: 3 clusters Score -1413380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1413383.500000 Penalty: 4549.628906
	Iteration 46Q: 3 clusters Score -1413384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1413382.250000 Penalty: 4549.628906
	Iteration 47Q: 3 clusters Score -1413382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1413382.250000 Penalty: 4549.628906
	Iteration 48Q: 3 clusters Score -1413382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1413381.875000 Penalty: 4549.628906
	Iteration 49Q: 3 clusters Score -1413382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1413385.250000 Penalty: 4549.628906
	Iteration 50Q: 3 clusters Score -1413385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1413385.500000 Penalty: 4549.628906
	Iteration 51Q: 3 clusters Score -1413386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1413382.750000 Penalty: 4549.628906
	Iteration 52Q: 3 clusters Score -1413383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1413385.875000 Penalty: 4549.628906
	Iteration 53Q: 3 clusters Score -1413386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1413388.750000 Penalty: 4549.628906
	Iteration 54Q: 3 clusters Score -1413389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1413388.000000 Penalty: 4549.628906
	Iteration 55Q: 3 clusters Score -1413388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1413389.375000 Penalty: 4549.628906
	Iteration 56Q: 3 clusters Score -1413389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1413390.000000 Penalty: 4549.628906
	Iteration 57Q: 3 clusters Score -1413390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1413391.125000 Penalty: 4549.628906
	Iteration 58Q: 3 clusters Score -1413391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1413390.625000 Penalty: 4549.628906
	Iteration 59Q: 3 clusters Score -1413391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1413390.125000 Penalty: 4549.628906
	Iteration 60F: 3 clusters Score -1413390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1413390.000000 Penalty: 4549.628906
	Iteration 61Q: 3 clusters Score -1413390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1413387.875000 Penalty: 4549.628906
	Iteration 62Q: 3 clusters Score -1413388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1413390.125000 Penalty: 4549.628906
	Iteration 63Q: 3 clusters Score -1413390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1413388.875000 Penalty: 4549.628906
	Iteration 64Q: 3 clusters Score -1413389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1413388.875000 Penalty: 4549.628906
	Iteration 65F: 3 clusters Score -1413389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Entering Unmasked Estep 
Score: -766830.125000 Penalty: 2137.518799
	Iteration 0F: 2 clusters Score -766830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -761988.687500 Penalty: 4275.037598
	Iteration 0F: 3 clusters Score -761988.7 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -763366.812500 Penalty: 4275.037598
	Iteration 1F: 3 clusters Score -763366.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -763862.500000 Penalty: 4275.037598
	Iteration 2F: 3 clusters Score -763862.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -764238.312500 Penalty: 4275.037598
	Iteration 3F: 3 clusters Score -764238.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -764514.125000 Penalty: 4275.037598
	Iteration 4F: 3 clusters Score -764514.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -764711.250000 Penalty: 4275.037598
	Iteration 5Q: 3 clusters Score -764711.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -764865.125000 Penalty: 4275.037598
	Iteration 6Q: 3 clusters Score -764865.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -765013.687500 Penalty: 4275.037598
	Iteration 7Q: 3 clusters Score -765013.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -765153.125000 Penalty: 4275.037598
	Iteration 8Q: 3 clusters Score -765153.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -765305.937500 Penalty: 4275.037598
	Iteration 9Q: 3 clusters Score -765305.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -765461.687500 Penalty: 4275.037598
	Iteration 10Q: 3 clusters Score -765461.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -765591.437500 Penalty: 4275.037598
	Iteration 11Q: 3 clusters Score -765591.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -765669.875000 Penalty: 4275.037598
	Iteration 12Q: 3 clusters Score -765669.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -765712.000000 Penalty: 4275.037598
	Iteration 13Q: 3 clusters Score -765712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -765738.312500 Penalty: 4275.037598
	Iteration 14Q: 3 clusters Score -765738.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -765749.250000 Penalty: 4275.037598
	Iteration 15Q: 3 clusters Score -765749.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -765760.937500 Penalty: 4275.037598
	Iteration 16Q: 3 clusters Score -765760.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -765766.437500 Penalty: 4275.037598
	Iteration 17Q: 3 clusters Score -765766.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -765772.437500 Penalty: 4275.037598
	Iteration 18Q: 3 clusters Score -765772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -765778.000000 Penalty: 4275.037598
	Iteration 19Q: 3 clusters Score -765778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -765786.562500 Penalty: 4275.037598
	Iteration 20F: 3 clusters Score -765786.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -765790.187500 Penalty: 4275.037598
	Iteration 21Q: 3 clusters Score -765790.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -765794.875000 Penalty: 4275.037598
	Iteration 22Q: 3 clusters Score -765794.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -765801.250000 Penalty: 4275.037598
	Iteration 23Q: 3 clusters Score -765801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -765804.250000 Penalty: 4275.037598
	Iteration 24Q: 3 clusters Score -765804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -765805.562500 Penalty: 4275.037598
	Iteration 25Q: 3 clusters Score -765805.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -765808.250000 Penalty: 4275.037598
	Iteration 26Q: 3 clusters Score -765808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -765810.812500 Penalty: 4275.037598
	Iteration 27Q: 3 clusters Score -765810.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -765811.187500 Penalty: 4275.037598
	Iteration 28Q: 3 clusters Score -765811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -765810.875000 Penalty: 4275.037598
	Iteration 29Q: 3 clusters Score -765810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -765812.062500 Penalty: 4275.037598
	Iteration 30Q: 3 clusters Score -765812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -765812.062500 Penalty: 4275.037598
	Iteration 31F: 3 clusters Score -765812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -107829.765625 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -107829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106136.570312 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -106136.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -106557.890625 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -106557.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106894.906250 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -106894.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -107058.406250 Penalty: 3392.380371
	Iteration 3F: 3 clusters Score -107058.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -107162.382812 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -107162.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -107225.523438 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -107225.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -107274.929688 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -107274.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107300.968750 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -107301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107312.125000 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -107312.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -107314.117188 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -107314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107318.914062 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -107318.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -107318.914062 Penalty: 3392.380371
	Iteration 11F: 3 clusters Score -107318.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -1237424.875000 Penalty: 2242.367188
	Iteration 0F: 2 clusters Score -1237425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1230716.125000 Penalty: 4484.734375
	Iteration 0F: 3 clusters Score -1230716 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1232656.625000 Penalty: 4484.734375
	Iteration 1F: 3 clusters Score -1232657 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1233010.250000 Penalty: 4484.734375
	Iteration 2F: 3 clusters Score -1233010 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1233292.750000 Penalty: 4484.734375
	Iteration 3F: 3 clusters Score -1233293 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1233516.375000 Penalty: 4484.734375
	Iteration 4Q: 3 clusters Score -1233516 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1233745.000000 Penalty: 4484.734375
	Iteration 5Q: 3 clusters Score -1233745 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1233938.750000 Penalty: 4484.734375
	Iteration 6Q: 3 clusters Score -1233939 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1234145.500000 Penalty: 4484.734375
	Iteration 7Q: 3 clusters Score -1234146 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1234357.750000 Penalty: 4484.734375
	Iteration 8Q: 3 clusters Score -1234358 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1234563.750000 Penalty: 4484.734375
	Iteration 9Q: 3 clusters Score -1234564 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1234760.875000 Penalty: 4484.734375
	Iteration 10Q: 3 clusters Score -1234761 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1234931.500000 Penalty: 4484.734375
	Iteration 11Q: 3 clusters Score -1234932 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1235107.875000 Penalty: 4484.734375
	Iteration 12Q: 3 clusters Score -1235108 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1235280.875000 Penalty: 4484.734375
	Iteration 13Q: 3 clusters Score -1235281 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1235444.875000 Penalty: 4484.734375
	Iteration 14Q: 3 clusters Score -1235445 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1235595.000000 Penalty: 4484.734375
	Iteration 15Q: 3 clusters Score -1235595 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1235726.625000 Penalty: 4484.734375
	Iteration 16Q: 3 clusters Score -1235727 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1235831.250000 Penalty: 4484.734375
	Iteration 17Q: 3 clusters Score -1235831 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1235938.375000 Penalty: 4484.734375
	Iteration 18Q: 3 clusters Score -1235938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1236016.250000 Penalty: 4484.734375
	Iteration 19Q: 3 clusters Score -1236016 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1236089.125000 Penalty: 4484.734375
	Iteration 20F: 3 clusters Score -1236089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1236146.250000 Penalty: 4484.734375
	Iteration 21Q: 3 clusters Score -1236146 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1236180.500000 Penalty: 4484.734375
	Iteration 22Q: 3 clusters Score -1236180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1236203.125000 Penalty: 4484.734375
	Iteration 23Q: 3 clusters Score -1236203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1236214.250000 Penalty: 4484.734375
	Iteration 24Q: 3 clusters Score -1236214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1236219.125000 Penalty: 4484.734375
	Iteration 25Q: 3 clusters Score -1236219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1236222.750000 Penalty: 4484.734375
	Iteration 26Q: 3 clusters Score -1236223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1236225.875000 Penalty: 4484.734375
	Iteration 27Q: 3 clusters Score -1236226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1236225.500000 Penalty: 4484.734375
	Iteration 28Q: 3 clusters Score -1236226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1236228.000000 Penalty: 4484.734375
	Iteration 29Q: 3 clusters Score -1236228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1236232.125000 Penalty: 4484.734375
	Iteration 30Q: 3 clusters Score -1236232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1236232.000000 Penalty: 4484.734375
	Iteration 31Q: 3 clusters Score -1236232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1236231.500000 Penalty: 4484.734375
	Iteration 32Q: 3 clusters Score -1236232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1236236.125000 Penalty: 4484.734375
	Iteration 33Q: 3 clusters Score -1236236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1236238.875000 Penalty: 4484.734375
	Iteration 34Q: 3 clusters Score -1236239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1236239.625000 Penalty: 4484.734375
	Iteration 35Q: 3 clusters Score -1236240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1236240.750000 Penalty: 4484.734375
	Iteration 36Q: 3 clusters Score -1236241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1236243.500000 Penalty: 4484.734375
	Iteration 37Q: 3 clusters Score -1236244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1236246.000000 Penalty: 4484.734375
	Iteration 38Q: 3 clusters Score -1236246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1236246.000000 Penalty: 4484.734375
	Iteration 39Q: 3 clusters Score -1236246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1236246.000000 Penalty: 4484.734375
	Iteration 40F: 3 clusters Score -1236246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1444157.875000 Penalty: 2275.123047
	Iteration 0F: 2 clusters Score -1444158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1436661.375000 Penalty: 4550.246094
	Iteration 0F: 3 clusters Score -1436661 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1438810.750000 Penalty: 4550.246094
	Iteration 1F: 3 clusters Score -1438811 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1439111.750000 Penalty: 4550.246094
	Iteration 2F: 3 clusters Score -1439112 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1439329.125000 Penalty: 4550.246094
	Iteration 3F: 3 clusters Score -1439329 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1439510.000000 Penalty: 4550.246094
	Iteration 4Q: 3 clusters Score -1439510 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1439675.250000 Penalty: 4550.246094
	Iteration 5Q: 3 clusters Score -1439675 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1439831.375000 Penalty: 4550.246094
	Iteration 6Q: 3 clusters Score -1439831 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1439991.875000 Penalty: 4550.246094
	Iteration 7Q: 3 clusters Score -1439992 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1440132.625000 Penalty: 4550.246094
	Iteration 8Q: 3 clusters Score -1440133 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1440268.250000 Penalty: 4550.246094
	Iteration 9Q: 3 clusters Score -1440268 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1440415.000000 Penalty: 4550.246094
	Iteration 10Q: 3 clusters Score -1440415 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1440543.625000 Penalty: 4550.246094
	Iteration 11Q: 3 clusters Score -1440544 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1440668.875000 Penalty: 4550.246094
	Iteration 12Q: 3 clusters Score -1440669 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1440794.625000 Penalty: 4550.246094
	Iteration 13Q: 3 clusters Score -1440795 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1440903.875000 Penalty: 4550.246094
	Iteration 14Q: 3 clusters Score -1440904 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1441000.375000 Penalty: 4550.246094
	Iteration 15Q: 3 clusters Score -1441000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1441095.750000 Penalty: 4550.246094
	Iteration 16Q: 3 clusters Score -1441096 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1441191.625000 Penalty: 4550.246094
	Iteration 17Q: 3 clusters Score -1441192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1441284.125000 Penalty: 4550.246094
	Iteration 18Q: 3 clusters Score -1441284 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1441357.500000 Penalty: 4550.246094
	Iteration 19Q: 3 clusters Score -1441358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1441427.250000 Penalty: 4550.246094
	Iteration 20F: 3 clusters Score -1441427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1441488.375000 Penalty: 4550.246094
	Iteration 21Q: 3 clusters Score -1441488 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1441555.250000 Penalty: 4550.246094
	Iteration 22Q: 3 clusters Score -1441555 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1441611.000000 Penalty: 4550.246094
	Iteration 23Q: 3 clusters Score -1441611 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1441664.875000 Penalty: 4550.246094
	Iteration 24Q: 3 clusters Score -1441665 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1441703.875000 Penalty: 4550.246094
	Iteration 25Q: 3 clusters Score -1441704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1441721.000000 Penalty: 4550.246094
	Iteration 26Q: 3 clusters Score -1441721 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1441745.125000 Penalty: 4550.246094
	Iteration 27Q: 3 clusters Score -1441745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1441767.000000 Penalty: 4550.246094
	Iteration 28Q: 3 clusters Score -1441767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1441780.000000 Penalty: 4550.246094
	Iteration 29Q: 3 clusters Score -1441780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1441794.625000 Penalty: 4550.246094
	Iteration 30Q: 3 clusters Score -1441795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1441807.625000 Penalty: 4550.246094
	Iteration 31Q: 3 clusters Score -1441808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1441817.875000 Penalty: 4550.246094
	Iteration 32Q: 3 clusters Score -1441818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1441831.625000 Penalty: 4550.246094
	Iteration 33Q: 3 clusters Score -1441832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1441841.375000 Penalty: 4550.246094
	Iteration 34Q: 3 clusters Score -1441841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1441847.125000 Penalty: 4550.246094
	Iteration 35Q: 3 clusters Score -1441847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1441853.000000 Penalty: 4550.246094
	Iteration 36Q: 3 clusters Score -1441853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1441857.875000 Penalty: 4550.246094
	Iteration 37Q: 3 clusters Score -1441858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1441862.125000 Penalty: 4550.246094
	Iteration 38Q: 3 clusters Score -1441862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1441871.625000 Penalty: 4550.246094
	Iteration 39Q: 3 clusters Score -1441872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1441872.875000 Penalty: 4550.246094
	Iteration 40F: 3 clusters Score -1441873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1441875.375000 Penalty: 4550.246094
	Iteration 41Q: 3 clusters Score -1441875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1441886.125000 Penalty: 4550.246094
	Iteration 42Q: 3 clusters Score -1441886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1441890.250000 Penalty: 4550.246094
	Iteration 43Q: 3 clusters Score -1441890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1441903.875000 Penalty: 4550.246094
	Iteration 44Q: 3 clusters Score -1441904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1441908.250000 Penalty: 4550.246094
	Iteration 45Q: 3 clusters Score -1441908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1441916.375000 Penalty: 4550.246094
	Iteration 46Q: 3 clusters Score -1441916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1441925.875000 Penalty: 4550.246094
	Iteration 47Q: 3 clusters Score -1441926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1441936.875000 Penalty: 4550.246094
	Iteration 48Q: 3 clusters Score -1441937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1441943.875000 Penalty: 4550.246094
	Iteration 49Q: 3 clusters Score -1441944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1441947.125000 Penalty: 4550.246094
	Iteration 50Q: 3 clusters Score -1441947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1441952.125000 Penalty: 4550.246094
	Iteration 51Q: 3 clusters Score -1441952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1441961.375000 Penalty: 4550.246094
	Iteration 52Q: 3 clusters Score -1441961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1441971.875000 Penalty: 4550.246094
	Iteration 53Q: 3 clusters Score -1441972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1441977.000000 Penalty: 4550.246094
	Iteration 54Q: 3 clusters Score -1441977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1441979.750000 Penalty: 4550.246094
	Iteration 55Q: 3 clusters Score -1441980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1441982.375000 Penalty: 4550.246094
	Iteration 56Q: 3 clusters Score -1441982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1441985.875000 Penalty: 4550.246094
	Iteration 57Q: 3 clusters Score -1441986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1441986.750000 Penalty: 4550.246094
	Iteration 58Q: 3 clusters Score -1441987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1441987.625000 Penalty: 4550.246094
	Iteration 59Q: 3 clusters Score -1441988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1441992.125000 Penalty: 4550.246094
	Iteration 60F: 3 clusters Score -1441992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1441992.375000 Penalty: 4550.246094
	Iteration 61Q: 3 clusters Score -1441992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1442001.250000 Penalty: 4550.246094
	Iteration 62Q: 3 clusters Score -1442001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1442006.875000 Penalty: 4550.246094
	Iteration 63Q: 3 clusters Score -1442007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1442007.500000 Penalty: 4550.246094
	Iteration 64Q: 3 clusters Score -1442008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1442011.125000 Penalty: 4550.246094
	Iteration 65Q: 3 clusters Score -1442011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1442010.875000 Penalty: 4550.246094
	Iteration 66Q: 3 clusters Score -1442011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1442013.875000 Penalty: 4550.246094
	Iteration 67Q: 3 clusters Score -1442014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1442016.000000 Penalty: 4550.246094
	Iteration 68Q: 3 clusters Score -1442016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1442018.875000 Penalty: 4550.246094
	Iteration 69Q: 3 clusters Score -1442019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1442018.875000 Penalty: 4550.246094
	Iteration 70Q: 3 clusters Score -1442019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1442024.125000 Penalty: 4550.246094
	Iteration 71Q: 3 clusters Score -1442024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1442023.250000 Penalty: 4550.246094
	Iteration 72Q: 3 clusters Score -1442023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1442028.250000 Penalty: 4550.246094
	Iteration 73Q: 3 clusters Score -1442028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1442034.500000 Penalty: 4550.246094
	Iteration 74Q: 3 clusters Score -1442034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1442033.875000 Penalty: 4550.246094
	Iteration 75Q: 3 clusters Score -1442034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1442040.125000 Penalty: 4550.246094
	Iteration 76Q: 3 clusters Score -1442040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1442047.875000 Penalty: 4550.246094
	Iteration 77Q: 3 clusters Score -1442048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1442051.625000 Penalty: 4550.246094
	Iteration 78Q: 3 clusters Score -1442052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1442057.750000 Penalty: 4550.246094
	Iteration 79Q: 3 clusters Score -1442058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1442063.500000 Penalty: 4550.246094
	Iteration 80F: 3 clusters Score -1442064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1442073.625000 Penalty: 4550.246094
	Iteration 81Q: 3 clusters Score -1442074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1442080.250000 Penalty: 4550.246094
	Iteration 82Q: 3 clusters Score -1442080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1442088.000000 Penalty: 4550.246094
	Iteration 83Q: 3 clusters Score -1442088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1442095.250000 Penalty: 4550.246094
	Iteration 84Q: 3 clusters Score -1442095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1442101.250000 Penalty: 4550.246094
	Iteration 85Q: 3 clusters Score -1442101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1442107.875000 Penalty: 4550.246094
	Iteration 86Q: 3 clusters Score -1442108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1442110.375000 Penalty: 4550.246094
	Iteration 87Q: 3 clusters Score -1442110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1442117.250000 Penalty: 4550.246094
	Iteration 88Q: 3 clusters Score -1442117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1442121.000000 Penalty: 4550.246094
	Iteration 89Q: 3 clusters Score -1442121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1442124.750000 Penalty: 4550.246094
	Iteration 90Q: 3 clusters Score -1442125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1442125.250000 Penalty: 4550.246094
	Iteration 91Q: 3 clusters Score -1442125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1442124.875000 Penalty: 4550.246094
	Iteration 92Q: 3 clusters Score -1442125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1442126.625000 Penalty: 4550.246094
	Iteration 93Q: 3 clusters Score -1442127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1442133.500000 Penalty: 4550.246094
	Iteration 94Q: 3 clusters Score -1442134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1442137.000000 Penalty: 4550.246094
	Iteration 95Q: 3 clusters Score -1442137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1442143.375000 Penalty: 4550.246094
	Iteration 96Q: 3 clusters Score -1442143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1442144.625000 Penalty: 4550.246094
	Iteration 97Q: 3 clusters Score -1442145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1442147.250000 Penalty: 4550.246094
	Iteration 98Q: 3 clusters Score -1442147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1442152.000000 Penalty: 4550.246094
	Iteration 99Q: 3 clusters Score -1442152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1442158.000000 Penalty: 4550.246094
	Iteration 100F: 3 clusters Score -1442158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1442167.750000 Penalty: 4550.246094
	Iteration 101Q: 3 clusters Score -1442168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1442177.125000 Penalty: 4550.246094
	Iteration 102Q: 3 clusters Score -1442177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1442184.750000 Penalty: 4550.246094
	Iteration 103Q: 3 clusters Score -1442185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1442191.625000 Penalty: 4550.246094
	Iteration 104Q: 3 clusters Score -1442192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1442195.750000 Penalty: 4550.246094
	Iteration 105Q: 3 clusters Score -1442196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1442201.500000 Penalty: 4550.246094
	Iteration 106Q: 3 clusters Score -1442202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1442210.375000 Penalty: 4550.246094
	Iteration 107Q: 3 clusters Score -1442210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1442212.375000 Penalty: 4550.246094
	Iteration 108Q: 3 clusters Score -1442212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1442214.500000 Penalty: 4550.246094
	Iteration 109Q: 3 clusters Score -1442214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1442218.125000 Penalty: 4550.246094
	Iteration 110Q: 3 clusters Score -1442218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1442218.375000 Penalty: 4550.246094
	Iteration 111Q: 3 clusters Score -1442218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1442222.125000 Penalty: 4550.246094
	Iteration 112Q: 3 clusters Score -1442222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1442223.000000 Penalty: 4550.246094
	Iteration 113Q: 3 clusters Score -1442223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1442224.125000 Penalty: 4550.246094
	Iteration 114Q: 3 clusters Score -1442224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1442225.500000 Penalty: 4550.246094
	Iteration 115Q: 3 clusters Score -1442226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1442226.625000 Penalty: 4550.246094
	Iteration 116Q: 3 clusters Score -1442227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1442228.250000 Penalty: 4550.246094
	Iteration 117Q: 3 clusters Score -1442228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1442233.875000 Penalty: 4550.246094
	Iteration 118Q: 3 clusters Score -1442234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1442235.750000 Penalty: 4550.246094
	Iteration 119Q: 3 clusters Score -1442236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1442239.000000 Penalty: 4550.246094
	Iteration 120F: 3 clusters Score -1442239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1442240.500000 Penalty: 4550.246094
	Iteration 121Q: 3 clusters Score -1442240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1442242.500000 Penalty: 4550.246094
	Iteration 122Q: 3 clusters Score -1442242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1442248.375000 Penalty: 4550.246094
	Iteration 123Q: 3 clusters Score -1442248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1442248.375000 Penalty: 4550.246094
	Iteration 124Q: 3 clusters Score -1442248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1442249.750000 Penalty: 4550.246094
	Iteration 125Q: 3 clusters Score -1442250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1442253.000000 Penalty: 4550.246094
	Iteration 126Q: 3 clusters Score -1442253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1442256.625000 Penalty: 4550.246094
	Iteration 127Q: 3 clusters Score -1442257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1442258.125000 Penalty: 4550.246094
	Iteration 128Q: 3 clusters Score -1442258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1442258.500000 Penalty: 4550.246094
	Iteration 129Q: 3 clusters Score -1442258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1442261.750000 Penalty: 4550.246094
	Iteration 130Q: 3 clusters Score -1442262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1442263.500000 Penalty: 4550.246094
	Iteration 131Q: 3 clusters Score -1442264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1442263.000000 Penalty: 4550.246094
	Iteration 132Q: 3 clusters Score -1442263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1442262.375000 Penalty: 4550.246094
	Iteration 133Q: 3 clusters Score -1442262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1442262.375000 Penalty: 4550.246094
	Iteration 134F: 3 clusters Score -1442262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Entering Unmasked Estep 
Score: -786198.187500 Penalty: 2160.560303
	Iteration 0F: 2 clusters Score -786198.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -781060.875000 Penalty: 4321.120605
	Iteration 0F: 3 clusters Score -781060.9 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -782943.625000 Penalty: 4321.120605
	Iteration 1F: 3 clusters Score -782943.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -783994.312500 Penalty: 4321.120605
	Iteration 2F: 3 clusters Score -783994.3 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -784767.000000 Penalty: 4321.120605
	Iteration 3F: 3 clusters Score -784767 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -785163.812500 Penalty: 4321.120605
	Iteration 4F: 3 clusters Score -785163.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -785430.687500 Penalty: 4321.120605
	Iteration 5F: 3 clusters Score -785430.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -785615.437500 Penalty: 4321.120605
	Iteration 6Q: 3 clusters Score -785615.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -785746.000000 Penalty: 4321.120605
	Iteration 7Q: 3 clusters Score -785746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -785910.312500 Penalty: 4321.120605
	Iteration 8Q: 3 clusters Score -785910.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -786037.437500 Penalty: 4321.120605
	Iteration 9Q: 3 clusters Score -786037.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -786149.750000 Penalty: 4321.120605
	Iteration 10Q: 3 clusters Score -786149.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -786239.562500 Penalty: 4321.120605
	Iteration 11Q: 3 clusters Score -786239.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -786314.187500 Penalty: 4321.120605
	Iteration 12Q: 3 clusters Score -786314.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -786387.250000 Penalty: 4321.120605
	Iteration 13Q: 3 clusters Score -786387.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -786438.062500 Penalty: 4321.120605
	Iteration 14Q: 3 clusters Score -786438.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -786466.375000 Penalty: 4321.120605
	Iteration 15Q: 3 clusters Score -786466.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -786486.812500 Penalty: 4321.120605
	Iteration 16Q: 3 clusters Score -786486.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -786505.625000 Penalty: 4321.120605
	Iteration 17Q: 3 clusters Score -786505.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -786521.937500 Penalty: 4321.120605
	Iteration 18Q: 3 clusters Score -786521.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -786538.625000 Penalty: 4321.120605
	Iteration 19Q: 3 clusters Score -786538.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -786559.500000 Penalty: 4321.120605
	Iteration 20F: 3 clusters Score -786559.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -786573.125000 Penalty: 4321.120605
	Iteration 21Q: 3 clusters Score -786573.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -786586.937500 Penalty: 4321.120605
	Iteration 22Q: 3 clusters Score -786586.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -786600.187500 Penalty: 4321.120605
	Iteration 23Q: 3 clusters Score -786600.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -786613.375000 Penalty: 4321.120605
	Iteration 24Q: 3 clusters Score -786613.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -786620.187500 Penalty: 4321.120605
	Iteration 25Q: 3 clusters Score -786620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -786622.562500 Penalty: 4321.120605
	Iteration 26Q: 3 clusters Score -786622.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -786627.000000 Penalty: 4321.120605
	Iteration 27Q: 3 clusters Score -786627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -786629.125000 Penalty: 4321.120605
	Iteration 28Q: 3 clusters Score -786629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -786628.937500 Penalty: 4321.120605
	Iteration 29Q: 3 clusters Score -786628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -786630.562500 Penalty: 4321.120605
	Iteration 30Q: 3 clusters Score -786630.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -786630.437500 Penalty: 4321.120605
	Iteration 31Q: 3 clusters Score -786630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -786630.187500 Penalty: 4321.120605
	Iteration 32Q: 3 clusters Score -786630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -786630.187500 Penalty: 4321.120605
	Iteration 33F: 3 clusters Score -786630.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 60199 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 3909 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 51605 members 
Mstep: Class 30 contains 13268 members 
Mstep: Class 31 contains 97465 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97796 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21296 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 2166 members 
Entering Unmasked Estep 
Score: -115070768.000000 Penalty: 171962.734375
Splitting cluster 21 changes total score from -115071792.000000 to -115070768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Entering Unmasked Estep 
Score: -1236075.625000 Penalty: 2237.894775
	Iteration 0F: 2 clusters Score -1236076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1229499.375000 Penalty: 4475.789551
	Iteration 0F: 3 clusters Score -1229499 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1231358.250000 Penalty: 4475.789551
	Iteration 1F: 3 clusters Score -1231358 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1231816.625000 Penalty: 4475.789551
	Iteration 2F: 3 clusters Score -1231817 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1232174.000000 Penalty: 4475.789551
	Iteration 3F: 3 clusters Score -1232174 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1232492.250000 Penalty: 4475.789551
	Iteration 4F: 3 clusters Score -1232492 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1232773.500000 Penalty: 4475.789551
	Iteration 5F: 3 clusters Score -1232774 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1233055.625000 Penalty: 4475.789551
	Iteration 6F: 3 clusters Score -1233056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1233333.750000 Penalty: 4475.789551
	Iteration 7F: 3 clusters Score -1233334 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1233573.375000 Penalty: 4475.789551
	Iteration 8Q: 3 clusters Score -1233573 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1233806.000000 Penalty: 4475.789551
	Iteration 9Q: 3 clusters Score -1233806 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1234024.500000 Penalty: 4475.789551
	Iteration 10Q: 3 clusters Score -1234024 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1234210.250000 Penalty: 4475.789551
	Iteration 11Q: 3 clusters Score -1234210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1234365.125000 Penalty: 4475.789551
	Iteration 12Q: 3 clusters Score -1234365 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1234466.000000 Penalty: 4475.789551
	Iteration 13Q: 3 clusters Score -1234466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1234537.750000 Penalty: 4475.789551
	Iteration 14Q: 3 clusters Score -1234538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1234583.000000 Penalty: 4475.789551
	Iteration 15Q: 3 clusters Score -1234583 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1234620.375000 Penalty: 4475.789551
	Iteration 16Q: 3 clusters Score -1234620 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1234646.625000 Penalty: 4475.789551
	Iteration 17Q: 3 clusters Score -1234647 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1234667.250000 Penalty: 4475.789551
	Iteration 18Q: 3 clusters Score -1234667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1234685.625000 Penalty: 4475.789551
	Iteration 19Q: 3 clusters Score -1234686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1234699.000000 Penalty: 4475.789551
	Iteration 20F: 3 clusters Score -1234699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1234708.125000 Penalty: 4475.789551
	Iteration 21Q: 3 clusters Score -1234708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1234712.750000 Penalty: 4475.789551
	Iteration 22Q: 3 clusters Score -1234713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1234718.875000 Penalty: 4475.789551
	Iteration 23Q: 3 clusters Score -1234719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1234719.750000 Penalty: 4475.789551
	Iteration 24Q: 3 clusters Score -1234720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1234724.250000 Penalty: 4475.789551
	Iteration 25Q: 3 clusters Score -1234724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1234725.750000 Penalty: 4475.789551
	Iteration 26Q: 3 clusters Score -1234726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1234726.000000 Penalty: 4475.789551
	Iteration 27Q: 3 clusters Score -1234726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1234726.375000 Penalty: 4475.789551
	Iteration 28Q: 3 clusters Score -1234726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1234726.375000 Penalty: 4475.789551
	Iteration 29F: 3 clusters Score -1234726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -453541.343750 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -453541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -450170.531250 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -450170.5 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -451014.156250 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -451014.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -451299.187500 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -451299.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -451487.156250 Penalty: 4002.238281
	Iteration 3F: 3 clusters Score -451487.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -451668.312500 Penalty: 4002.238281
	Iteration 4F: 3 clusters Score -451668.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -451826.156250 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -451826.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -451958.843750 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -451958.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -452086.593750 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -452086.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -452215.625000 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -452215.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -452313.375000 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -452313.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -452387.281250 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -452387.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -452428.781250 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -452428.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -452459.031250 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -452459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -452482.031250 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -452482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -452496.468750 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -452496.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -452506.093750 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -452506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -452517.281250 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -452517.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -452530.937500 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -452530.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -452540.718750 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -452540.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -452547.968750 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -452548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -452553.500000 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -452553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -452554.187500 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -452554.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -452557.187500 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -452557.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -452557.375000 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -452557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -452559.062500 Penalty: 4002.238281
	Iteration 24Q: 3 clusters Score -452559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -452559.062500 Penalty: 4002.238281
	Iteration 25F: 3 clusters Score -452559.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Entering Unmasked Estep 
Score: -2868667.250000 Penalty: 2448.817627
	Iteration 0F: 2 clusters Score -2868667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2854946.000000 Penalty: 4897.635254
	Iteration 0F: 3 clusters Score -2854946 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2859601.000000 Penalty: 4897.635254
	Iteration 1F: 3 clusters Score -2859601 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2860192.250000 Penalty: 4897.635254
	Iteration 2F: 3 clusters Score -2860192 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2860878.500000 Penalty: 4897.635254
	Iteration 3F: 3 clusters Score -2860878 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2861776.000000 Penalty: 4897.635254
	Iteration 4F: 3 clusters Score -2861776 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2862687.000000 Penalty: 4897.635254
	Iteration 5F: 3 clusters Score -2862687 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2863439.500000 Penalty: 4897.635254
	Iteration 6F: 3 clusters Score -2863440 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2863888.750000 Penalty: 4897.635254
	Iteration 7Q: 3 clusters Score -2863889 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2864185.000000 Penalty: 4897.635254
	Iteration 8Q: 3 clusters Score -2864185 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2864380.250000 Penalty: 4897.635254
	Iteration 9Q: 3 clusters Score -2864380 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2864503.500000 Penalty: 4897.635254
	Iteration 10Q: 3 clusters Score -2864504 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2864604.250000 Penalty: 4897.635254
	Iteration 11Q: 3 clusters Score -2864604 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2864667.250000 Penalty: 4897.635254
	Iteration 12Q: 3 clusters Score -2864667 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2864732.500000 Penalty: 4897.635254
	Iteration 13Q: 3 clusters Score -2864732 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2864776.500000 Penalty: 4897.635254
	Iteration 14Q: 3 clusters Score -2864776 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2864816.500000 Penalty: 4897.635254
	Iteration 15Q: 3 clusters Score -2864816 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2864861.500000 Penalty: 4897.635254
	Iteration 16Q: 3 clusters Score -2864862 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2864926.250000 Penalty: 4897.635254
	Iteration 17Q: 3 clusters Score -2864926 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2864981.000000 Penalty: 4897.635254
	Iteration 18Q: 3 clusters Score -2864981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2865043.750000 Penalty: 4897.635254
	Iteration 19Q: 3 clusters Score -2865044 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2865094.000000 Penalty: 4897.635254
	Iteration 20F: 3 clusters Score -2865094 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2865147.750000 Penalty: 4897.635254
	Iteration 21Q: 3 clusters Score -2865148 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2865179.500000 Penalty: 4897.635254
	Iteration 22Q: 3 clusters Score -2865180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2865221.500000 Penalty: 4897.635254
	Iteration 23Q: 3 clusters Score -2865222 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2865238.250000 Penalty: 4897.635254
	Iteration 24Q: 3 clusters Score -2865238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2865265.250000 Penalty: 4897.635254
	Iteration 25Q: 3 clusters Score -2865265 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2865290.500000 Penalty: 4897.635254
	Iteration 26Q: 3 clusters Score -2865290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2865308.750000 Penalty: 4897.635254
	Iteration 27Q: 3 clusters Score -2865309 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2865326.000000 Penalty: 4897.635254
	Iteration 28Q: 3 clusters Score -2865326 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2865366.000000 Penalty: 4897.635254
	Iteration 29Q: 3 clusters Score -2865366 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2865394.250000 Penalty: 4897.635254
	Iteration 30Q: 3 clusters Score -2865394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2865424.000000 Penalty: 4897.635254
	Iteration 31Q: 3 clusters Score -2865424 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2865469.000000 Penalty: 4897.635254
	Iteration 32Q: 3 clusters Score -2865469 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2865519.000000 Penalty: 4897.635254
	Iteration 33Q: 3 clusters Score -2865519 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2865591.750000 Penalty: 4897.635254
	Iteration 34Q: 3 clusters Score -2865592 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2865665.250000 Penalty: 4897.635254
	Iteration 35Q: 3 clusters Score -2865665 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2865735.250000 Penalty: 4897.635254
	Iteration 36Q: 3 clusters Score -2865735 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2865810.250000 Penalty: 4897.635254
	Iteration 37Q: 3 clusters Score -2865810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2865880.500000 Penalty: 4897.635254
	Iteration 38Q: 3 clusters Score -2865880 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2865945.750000 Penalty: 4897.635254
	Iteration 39Q: 3 clusters Score -2865946 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2866009.750000 Penalty: 4897.635254
	Iteration 40F: 3 clusters Score -2866010 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2866071.250000 Penalty: 4897.635254
	Iteration 41Q: 3 clusters Score -2866071 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2866131.750000 Penalty: 4897.635254
	Iteration 42Q: 3 clusters Score -2866132 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2866182.750000 Penalty: 4897.635254
	Iteration 43Q: 3 clusters Score -2866183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2866247.750000 Penalty: 4897.635254
	Iteration 44Q: 3 clusters Score -2866248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -2866299.500000 Penalty: 4897.635254
	Iteration 45Q: 3 clusters Score -2866300 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2866359.750000 Penalty: 4897.635254
	Iteration 46Q: 3 clusters Score -2866360 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2866427.750000 Penalty: 4897.635254
	Iteration 47Q: 3 clusters Score -2866428 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2866476.250000 Penalty: 4897.635254
	Iteration 48Q: 3 clusters Score -2866476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2866544.000000 Penalty: 4897.635254
	Iteration 49Q: 3 clusters Score -2866544 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2866598.750000 Penalty: 4897.635254
	Iteration 50Q: 3 clusters Score -2866599 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2866665.750000 Penalty: 4897.635254
	Iteration 51Q: 3 clusters Score -2866666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2866719.500000 Penalty: 4897.635254
	Iteration 52Q: 3 clusters Score -2866720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2866765.750000 Penalty: 4897.635254
	Iteration 53Q: 3 clusters Score -2866766 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2866825.000000 Penalty: 4897.635254
	Iteration 54Q: 3 clusters Score -2866825 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2866855.250000 Penalty: 4897.635254
	Iteration 55Q: 3 clusters Score -2866855 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2866911.750000 Penalty: 4897.635254
	Iteration 56Q: 3 clusters Score -2866912 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2866928.500000 Penalty: 4897.635254
	Iteration 57Q: 3 clusters Score -2866928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2866947.500000 Penalty: 4897.635254
	Iteration 58Q: 3 clusters Score -2866948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2866975.000000 Penalty: 4897.635254
	Iteration 59Q: 3 clusters Score -2866975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2866984.250000 Penalty: 4897.635254
	Iteration 60F: 3 clusters Score -2866984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2866994.250000 Penalty: 4897.635254
	Iteration 61Q: 3 clusters Score -2866994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2867009.000000 Penalty: 4897.635254
	Iteration 62Q: 3 clusters Score -2867009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2867028.500000 Penalty: 4897.635254
	Iteration 63Q: 3 clusters Score -2867028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2867033.000000 Penalty: 4897.635254
	Iteration 64Q: 3 clusters Score -2867033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2867038.000000 Penalty: 4897.635254
	Iteration 65Q: 3 clusters Score -2867038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2867054.250000 Penalty: 4897.635254
	Iteration 66Q: 3 clusters Score -2867054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2867050.250000 Penalty: 4897.635254
	Iteration 67Q: 3 clusters Score -2867050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2867053.750000 Penalty: 4897.635254
	Iteration 68Q: 3 clusters Score -2867054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2867052.500000 Penalty: 4897.635254
	Iteration 69Q: 3 clusters Score -2867052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2867054.500000 Penalty: 4897.635254
	Iteration 70Q: 3 clusters Score -2867054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2867063.250000 Penalty: 4897.635254
	Iteration 71Q: 3 clusters Score -2867063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2867057.250000 Penalty: 4897.635254
	Iteration 72Q: 3 clusters Score -2867057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2867059.750000 Penalty: 4897.635254
	Iteration 73Q: 3 clusters Score -2867060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2867062.750000 Penalty: 4897.635254
	Iteration 74Q: 3 clusters Score -2867063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2867064.500000 Penalty: 4897.635254
	Iteration 75Q: 3 clusters Score -2867064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2867066.000000 Penalty: 4897.635254
	Iteration 76Q: 3 clusters Score -2867066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2867066.250000 Penalty: 4897.635254
	Iteration 77Q: 3 clusters Score -2867066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2867066.000000 Penalty: 4897.635254
	Iteration 78Q: 3 clusters Score -2867066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2867066.000000 Penalty: 4897.635254
	Iteration 79F: 3 clusters Score -2867066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -596640.062500 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -596640.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -592609.312500 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -592609.3 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -593633.250000 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -593633.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -593931.500000 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -593931.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -594160.062500 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -594160.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -594380.500000 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -594380.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -594654.875000 Penalty: 4144.618164
	Iteration 5F: 3 clusters Score -594654.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -594895.062500 Penalty: 4144.618164
	Iteration 6F: 3 clusters Score -594895.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -595136.437500 Penalty: 4144.618164
	Iteration 7F: 3 clusters Score -595136.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -595367.250000 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -595367.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -595568.437500 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -595568.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -595693.375000 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -595693.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -595805.687500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -595805.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -595920.812500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -595920.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -596010.437500 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -596010.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -596092.312500 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -596092.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -596145.062500 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -596145.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -596175.000000 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -596175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -596184.625000 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -596184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -596194.875000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -596194.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -596205.000000 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -596205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -596211.875000 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -596211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -596220.562500 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -596220.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -596233.062500 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -596233.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -596241.562500 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -596241.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -596250.812500 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -596250.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -596252.312500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -596252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -596254.750000 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -596254.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -596255.750000 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -596255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -596257.625000 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -596257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -596260.875000 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -596260.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -596260.875000 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -596260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -596263.937500 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -596263.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -596267.687500 Penalty: 4144.618164
	Iteration 32Q: 3 clusters Score -596267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -596268.062500 Penalty: 4144.618164
	Iteration 33Q: 3 clusters Score -596268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -596269.312500 Penalty: 4144.618164
	Iteration 34Q: 3 clusters Score -596269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -596271.187500 Penalty: 4144.618164
	Iteration 35Q: 3 clusters Score -596271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -596270.750000 Penalty: 4144.618164
	Iteration 36Q: 3 clusters Score -596270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -596271.062500 Penalty: 4144.618164
	Iteration 37Q: 3 clusters Score -596271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -596272.312500 Penalty: 4144.618164
	Iteration 38Q: 3 clusters Score -596272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -596271.187500 Penalty: 4144.618164
	Iteration 39Q: 3 clusters Score -596271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -596272.875000 Penalty: 4144.618164
	Iteration 40F: 3 clusters Score -596272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -596273.687500 Penalty: 4144.618164
	Iteration 41Q: 3 clusters Score -596273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -596272.750000 Penalty: 4144.618164
	Iteration 42Q: 3 clusters Score -596272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -596273.562500 Penalty: 4144.618164
	Iteration 43Q: 3 clusters Score -596273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -596273.562500 Penalty: 4144.618164
	Iteration 44F: 3 clusters Score -596273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Entering Unmasked Estep 
Score: -1082444.125000 Penalty: 2204.172119
	Iteration 0F: 2 clusters Score -1082444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1076499.500000 Penalty: 4408.344238
	Iteration 0F: 3 clusters Score -1076500 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1077966.250000 Penalty: 4408.344238
	Iteration 1F: 3 clusters Score -1077966 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1078198.125000 Penalty: 4408.344238
	Iteration 2F: 3 clusters Score -1078198 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1078379.625000 Penalty: 4408.344238
	Iteration 3F: 3 clusters Score -1078380 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1078519.250000 Penalty: 4408.344238
	Iteration 4Q: 3 clusters Score -1078519 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1078637.750000 Penalty: 4408.344238
	Iteration 5Q: 3 clusters Score -1078638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1078733.750000 Penalty: 4408.344238
	Iteration 6Q: 3 clusters Score -1078734 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1078814.250000 Penalty: 4408.344238
	Iteration 7Q: 3 clusters Score -1078814 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1078884.375000 Penalty: 4408.344238
	Iteration 8Q: 3 clusters Score -1078884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1078946.250000 Penalty: 4408.344238
	Iteration 9Q: 3 clusters Score -1078946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1078992.250000 Penalty: 4408.344238
	Iteration 10Q: 3 clusters Score -1078992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1079029.750000 Penalty: 4408.344238
	Iteration 11Q: 3 clusters Score -1079030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1079060.500000 Penalty: 4408.344238
	Iteration 12Q: 3 clusters Score -1079060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1079086.750000 Penalty: 4408.344238
	Iteration 13Q: 3 clusters Score -1079087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1079108.000000 Penalty: 4408.344238
	Iteration 14Q: 3 clusters Score -1079108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1079126.875000 Penalty: 4408.344238
	Iteration 15Q: 3 clusters Score -1079127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1079148.625000 Penalty: 4408.344238
	Iteration 16Q: 3 clusters Score -1079149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1079167.875000 Penalty: 4408.344238
	Iteration 17Q: 3 clusters Score -1079168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1079182.875000 Penalty: 4408.344238
	Iteration 18Q: 3 clusters Score -1079183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1079197.625000 Penalty: 4408.344238
	Iteration 19Q: 3 clusters Score -1079198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1079212.250000 Penalty: 4408.344238
	Iteration 20F: 3 clusters Score -1079212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1079221.125000 Penalty: 4408.344238
	Iteration 21Q: 3 clusters Score -1079221 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1079226.875000 Penalty: 4408.344238
	Iteration 22Q: 3 clusters Score -1079227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1079236.000000 Penalty: 4408.344238
	Iteration 23Q: 3 clusters Score -1079236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1079244.875000 Penalty: 4408.344238
	Iteration 24Q: 3 clusters Score -1079245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1079251.000000 Penalty: 4408.344238
	Iteration 25Q: 3 clusters Score -1079251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1079258.000000 Penalty: 4408.344238
	Iteration 26Q: 3 clusters Score -1079258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1079264.125000 Penalty: 4408.344238
	Iteration 27Q: 3 clusters Score -1079264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1079275.125000 Penalty: 4408.344238
	Iteration 28Q: 3 clusters Score -1079275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1079284.375000 Penalty: 4408.344238
	Iteration 29Q: 3 clusters Score -1079284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1079298.125000 Penalty: 4408.344238
	Iteration 30Q: 3 clusters Score -1079298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1079317.750000 Penalty: 4408.344238
	Iteration 31Q: 3 clusters Score -1079318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1079333.500000 Penalty: 4408.344238
	Iteration 32Q: 3 clusters Score -1079334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1079353.375000 Penalty: 4408.344238
	Iteration 33Q: 3 clusters Score -1079353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1079377.500000 Penalty: 4408.344238
	Iteration 34Q: 3 clusters Score -1079378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1079405.500000 Penalty: 4408.344238
	Iteration 35Q: 3 clusters Score -1079406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1079424.625000 Penalty: 4408.344238
	Iteration 36Q: 3 clusters Score -1079425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1079444.250000 Penalty: 4408.344238
	Iteration 37Q: 3 clusters Score -1079444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1079468.625000 Penalty: 4408.344238
	Iteration 38Q: 3 clusters Score -1079469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1079494.875000 Penalty: 4408.344238
	Iteration 39Q: 3 clusters Score -1079495 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1079521.125000 Penalty: 4408.344238
	Iteration 40F: 3 clusters Score -1079521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1079553.125000 Penalty: 4408.344238
	Iteration 41Q: 3 clusters Score -1079553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1079587.750000 Penalty: 4408.344238
	Iteration 42Q: 3 clusters Score -1079588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1079625.500000 Penalty: 4408.344238
	Iteration 43Q: 3 clusters Score -1079626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1079667.875000 Penalty: 4408.344238
	Iteration 44Q: 3 clusters Score -1079668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1079712.125000 Penalty: 4408.344238
	Iteration 45Q: 3 clusters Score -1079712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1079755.875000 Penalty: 4408.344238
	Iteration 46Q: 3 clusters Score -1079756 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1079801.500000 Penalty: 4408.344238
	Iteration 47Q: 3 clusters Score -1079802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1079858.000000 Penalty: 4408.344238
	Iteration 48Q: 3 clusters Score -1079858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1079906.500000 Penalty: 4408.344238
	Iteration 49Q: 3 clusters Score -1079906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1079947.750000 Penalty: 4408.344238
	Iteration 50Q: 3 clusters Score -1079948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1079987.125000 Penalty: 4408.344238
	Iteration 51Q: 3 clusters Score -1079987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1080026.000000 Penalty: 4408.344238
	Iteration 52Q: 3 clusters Score -1080026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1080067.500000 Penalty: 4408.344238
	Iteration 53Q: 3 clusters Score -1080068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1080098.250000 Penalty: 4408.344238
	Iteration 54Q: 3 clusters Score -1080098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1080132.750000 Penalty: 4408.344238
	Iteration 55Q: 3 clusters Score -1080133 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1080175.375000 Penalty: 4408.344238
	Iteration 56Q: 3 clusters Score -1080175 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1080208.375000 Penalty: 4408.344238
	Iteration 57Q: 3 clusters Score -1080208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1080239.375000 Penalty: 4408.344238
	Iteration 58Q: 3 clusters Score -1080239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1080272.000000 Penalty: 4408.344238
	Iteration 59Q: 3 clusters Score -1080272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1080301.500000 Penalty: 4408.344238
	Iteration 60F: 3 clusters Score -1080302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1080327.000000 Penalty: 4408.344238
	Iteration 61Q: 3 clusters Score -1080327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1080358.375000 Penalty: 4408.344238
	Iteration 62Q: 3 clusters Score -1080358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1080381.250000 Penalty: 4408.344238
	Iteration 63Q: 3 clusters Score -1080381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1080402.875000 Penalty: 4408.344238
	Iteration 64Q: 3 clusters Score -1080403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1080427.625000 Penalty: 4408.344238
	Iteration 65Q: 3 clusters Score -1080428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1080444.125000 Penalty: 4408.344238
	Iteration 66Q: 3 clusters Score -1080444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1080459.000000 Penalty: 4408.344238
	Iteration 67Q: 3 clusters Score -1080459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1080471.250000 Penalty: 4408.344238
	Iteration 68Q: 3 clusters Score -1080471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1080484.125000 Penalty: 4408.344238
	Iteration 69Q: 3 clusters Score -1080484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1080496.875000 Penalty: 4408.344238
	Iteration 70Q: 3 clusters Score -1080497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1080509.875000 Penalty: 4408.344238
	Iteration 71Q: 3 clusters Score -1080510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1080522.750000 Penalty: 4408.344238
	Iteration 72Q: 3 clusters Score -1080523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1080535.750000 Penalty: 4408.344238
	Iteration 73Q: 3 clusters Score -1080536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1080542.375000 Penalty: 4408.344238
	Iteration 74Q: 3 clusters Score -1080542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1080548.875000 Penalty: 4408.344238
	Iteration 75Q: 3 clusters Score -1080549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1080554.875000 Penalty: 4408.344238
	Iteration 76Q: 3 clusters Score -1080555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1080561.250000 Penalty: 4408.344238
	Iteration 77Q: 3 clusters Score -1080561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1080567.000000 Penalty: 4408.344238
	Iteration 78Q: 3 clusters Score -1080567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1080573.500000 Penalty: 4408.344238
	Iteration 79Q: 3 clusters Score -1080574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1080577.625000 Penalty: 4408.344238
	Iteration 80F: 3 clusters Score -1080578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1080582.125000 Penalty: 4408.344238
	Iteration 81Q: 3 clusters Score -1080582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1080581.875000 Penalty: 4408.344238
	Iteration 82Q: 3 clusters Score -1080582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1080582.000000 Penalty: 4408.344238
	Iteration 83Q: 3 clusters Score -1080582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1080583.000000 Penalty: 4408.344238
	Iteration 84Q: 3 clusters Score -1080583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1080583.000000 Penalty: 4408.344238
	Iteration 85F: 3 clusters Score -1080583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -328389.937500 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -328389.9 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 1184 members 
Entering Unmasked Estep 
Score: -325531.375000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -325531.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -326118.000000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -326118 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -326269.343750 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -326269.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -326367.812500 Penalty: 3849.614258
	Iteration 3Q: 3 clusters Score -326367.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326482.531250 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -326482.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -326617.875000 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -326617.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -326837.031250 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -326837 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -327116.906250 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -327116.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -327401.343750 Penalty: 3849.614258
	Iteration 8F: 3 clusters Score -327401.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -327684.968750 Penalty: 3849.614258
	Iteration 9F: 3 clusters Score -327685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -327914.968750 Penalty: 3849.614258
	Iteration 10F: 3 clusters Score -327915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -328046.812500 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -328046.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -328114.343750 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -328114.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -328176.343750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -328176.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -328208.125000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -328208.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -328224.437500 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -328224.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -328237.906250 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -328237.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -328253.093750 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -328253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -328258.531250 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -328258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -328261.593750 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -328261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -328262.937500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -328262.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Entering Unmasked Estep 
Score: -1222831.375000 Penalty: 2257.897217
	Iteration 0F: 2 clusters Score -1222831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1215858.875000 Penalty: 4515.794434
	Iteration 0F: 3 clusters Score -1215859 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1218085.500000 Penalty: 4515.794434
	Iteration 1F: 3 clusters Score -1218086 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1218583.750000 Penalty: 4515.794434
	Iteration 2F: 3 clusters Score -1218584 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1219029.250000 Penalty: 4515.794434
	Iteration 3F: 3 clusters Score -1219029 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1219393.250000 Penalty: 4515.794434
	Iteration 4F: 3 clusters Score -1219393 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1219718.625000 Penalty: 4515.794434
	Iteration 5F: 3 clusters Score -1219719 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1219980.000000 Penalty: 4515.794434
	Iteration 6Q: 3 clusters Score -1219980 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1220185.375000 Penalty: 4515.794434
	Iteration 7Q: 3 clusters Score -1220185 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1220340.375000 Penalty: 4515.794434
	Iteration 8Q: 3 clusters Score -1220340 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1220478.500000 Penalty: 4515.794434
	Iteration 9Q: 3 clusters Score -1220478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1220583.375000 Penalty: 4515.794434
	Iteration 10Q: 3 clusters Score -1220583 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1220690.375000 Penalty: 4515.794434
	Iteration 11Q: 3 clusters Score -1220690 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1220817.125000 Penalty: 4515.794434
	Iteration 12Q: 3 clusters Score -1220817 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1220930.375000 Penalty: 4515.794434
	Iteration 13Q: 3 clusters Score -1220930 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1221027.000000 Penalty: 4515.794434
	Iteration 14Q: 3 clusters Score -1221027 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1221110.875000 Penalty: 4515.794434
	Iteration 15Q: 3 clusters Score -1221111 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1221187.375000 Penalty: 4515.794434
	Iteration 16Q: 3 clusters Score -1221187 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1221255.250000 Penalty: 4515.794434
	Iteration 17Q: 3 clusters Score -1221255 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1221305.125000 Penalty: 4515.794434
	Iteration 18Q: 3 clusters Score -1221305 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1221358.250000 Penalty: 4515.794434
	Iteration 19Q: 3 clusters Score -1221358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1221406.250000 Penalty: 4515.794434
	Iteration 20F: 3 clusters Score -1221406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1221449.375000 Penalty: 4515.794434
	Iteration 21Q: 3 clusters Score -1221449 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1221488.750000 Penalty: 4515.794434
	Iteration 22Q: 3 clusters Score -1221489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1221529.625000 Penalty: 4515.794434
	Iteration 23Q: 3 clusters Score -1221530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1221560.250000 Penalty: 4515.794434
	Iteration 24Q: 3 clusters Score -1221560 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1221589.875000 Penalty: 4515.794434
	Iteration 25Q: 3 clusters Score -1221590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1221625.000000 Penalty: 4515.794434
	Iteration 26Q: 3 clusters Score -1221625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1221673.250000 Penalty: 4515.794434
	Iteration 27Q: 3 clusters Score -1221673 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1221732.375000 Penalty: 4515.794434
	Iteration 28Q: 3 clusters Score -1221732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1221768.625000 Penalty: 4515.794434
	Iteration 29Q: 3 clusters Score -1221769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1221795.000000 Penalty: 4515.794434
	Iteration 30Q: 3 clusters Score -1221795 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1221818.000000 Penalty: 4515.794434
	Iteration 31Q: 3 clusters Score -1221818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1221835.875000 Penalty: 4515.794434
	Iteration 32Q: 3 clusters Score -1221836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1221851.250000 Penalty: 4515.794434
	Iteration 33Q: 3 clusters Score -1221851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1221862.750000 Penalty: 4515.794434
	Iteration 34Q: 3 clusters Score -1221863 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1221884.250000 Penalty: 4515.794434
	Iteration 35Q: 3 clusters Score -1221884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1221896.875000 Penalty: 4515.794434
	Iteration 36Q: 3 clusters Score -1221897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1221910.250000 Penalty: 4515.794434
	Iteration 37Q: 3 clusters Score -1221910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1221915.500000 Penalty: 4515.794434
	Iteration 38Q: 3 clusters Score -1221916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1221921.250000 Penalty: 4515.794434
	Iteration 39Q: 3 clusters Score -1221921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1221928.875000 Penalty: 4515.794434
	Iteration 40F: 3 clusters Score -1221929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1221934.875000 Penalty: 4515.794434
	Iteration 41Q: 3 clusters Score -1221935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1221937.000000 Penalty: 4515.794434
	Iteration 42Q: 3 clusters Score -1221937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1221940.750000 Penalty: 4515.794434
	Iteration 43Q: 3 clusters Score -1221941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1221944.125000 Penalty: 4515.794434
	Iteration 44Q: 3 clusters Score -1221944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1221945.000000 Penalty: 4515.794434
	Iteration 45Q: 3 clusters Score -1221945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1221947.750000 Penalty: 4515.794434
	Iteration 46Q: 3 clusters Score -1221948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1221945.375000 Penalty: 4515.794434
	Iteration 47Q: 3 clusters Score -1221945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1221944.500000 Penalty: 4515.794434
	Iteration 48Q: 3 clusters Score -1221944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1221945.125000 Penalty: 4515.794434
	Iteration 49Q: 3 clusters Score -1221945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1221946.000000 Penalty: 4515.794434
	Iteration 50Q: 3 clusters Score -1221946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1221946.000000 Penalty: 4515.794434
	Iteration 51F: 3 clusters Score -1221946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Entering Unmasked Estep 
Score: -7732026.000000 Penalty: 2691.140625
	Iteration 0F: 2 clusters Score -7732026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -7697426.500000 Penalty: 5382.281250
	Iteration 0F: 3 clusters Score -7697426 nChanged 23801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7710925.000000 Penalty: 5382.281250
	Iteration 1F: 3 clusters Score -7710925 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -7711601.000000 Penalty: 5382.281250
	Iteration 2Q: 3 clusters Score -7711601 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -7712267.500000 Penalty: 5382.281250
	Iteration 3Q: 3 clusters Score -7712268 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -7713024.500000 Penalty: 5382.281250
	Iteration 4Q: 3 clusters Score -7713024 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7714008.500000 Penalty: 5382.281250
	Iteration 5Q: 3 clusters Score -7714008 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -7715214.000000 Penalty: 5382.281250
	Iteration 6Q: 3 clusters Score -7715214 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -7716656.500000 Penalty: 5382.281250
	Iteration 7F: 3 clusters Score -7716656 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7718326.500000 Penalty: 5382.281250
	Iteration 8F: 3 clusters Score -7718326 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7720039.500000 Penalty: 5382.281250
	Iteration 9F: 3 clusters Score -7720040 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7721844.000000 Penalty: 5382.281250
	Iteration 10Q: 3 clusters Score -7721844 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7723428.500000 Penalty: 5382.281250
	Iteration 11Q: 3 clusters Score -7723428 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7724677.500000 Penalty: 5382.281250
	Iteration 12Q: 3 clusters Score -7724678 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7725572.000000 Penalty: 5382.281250
	Iteration 13Q: 3 clusters Score -7725572 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7726230.000000 Penalty: 5382.281250
	Iteration 14Q: 3 clusters Score -7726230 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -7726738.500000 Penalty: 5382.281250
	Iteration 15Q: 3 clusters Score -7726738 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -7727194.000000 Penalty: 5382.281250
	Iteration 16Q: 3 clusters Score -7727194 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -7727626.500000 Penalty: 5382.281250
	Iteration 17Q: 3 clusters Score -7727626 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -7728027.000000 Penalty: 5382.281250
	Iteration 18Q: 3 clusters Score -7728027 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -7728337.500000 Penalty: 5382.281250
	Iteration 19Q: 3 clusters Score -7728338 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -7728654.000000 Penalty: 5382.281250
	Iteration 20F: 3 clusters Score -7728654 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -7728937.000000 Penalty: 5382.281250
	Iteration 21Q: 3 clusters Score -7728937 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -7729146.500000 Penalty: 5382.281250
	Iteration 22Q: 3 clusters Score -7729146 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -7729340.500000 Penalty: 5382.281250
	Iteration 23Q: 3 clusters Score -7729340 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -7729478.500000 Penalty: 5382.281250
	Iteration 24Q: 3 clusters Score -7729478 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -7729586.000000 Penalty: 5382.281250
	Iteration 25Q: 3 clusters Score -7729586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -7729659.000000 Penalty: 5382.281250
	Iteration 26Q: 3 clusters Score -7729659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -7729753.500000 Penalty: 5382.281250
	Iteration 27Q: 3 clusters Score -7729754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -7729804.000000 Penalty: 5382.281250
	Iteration 28Q: 3 clusters Score -7729804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -7729846.000000 Penalty: 5382.281250
	Iteration 29Q: 3 clusters Score -7729846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -7729864.000000 Penalty: 5382.281250
	Iteration 30Q: 3 clusters Score -7729864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -7729900.500000 Penalty: 5382.281250
	Iteration 31Q: 3 clusters Score -7729900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -7729919.000000 Penalty: 5382.281250
	Iteration 32Q: 3 clusters Score -7729919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -7729934.500000 Penalty: 5382.281250
	Iteration 33Q: 3 clusters Score -7729934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -7729948.500000 Penalty: 5382.281250
	Iteration 34Q: 3 clusters Score -7729948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -7729974.500000 Penalty: 5382.281250
	Iteration 35Q: 3 clusters Score -7729974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -7729976.500000 Penalty: 5382.281250
	Iteration 36Q: 3 clusters Score -7729976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7729978.000000 Penalty: 5382.281250
	Iteration 37Q: 3 clusters Score -7729978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -7729992.500000 Penalty: 5382.281250
	Iteration 38Q: 3 clusters Score -7729992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -7730000.500000 Penalty: 5382.281250
	Iteration 39Q: 3 clusters Score -7730000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 50195 members 
Entering Unmasked Estep 
Score: -7730015.000000 Penalty: 5382.281250
	Iteration 40F: 3 clusters Score -7730015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -7730026.000000 Penalty: 5382.281250
	Iteration 41Q: 3 clusters Score -7730026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -7730029.500000 Penalty: 5382.281250
	Iteration 42Q: 3 clusters Score -7730030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -7730034.500000 Penalty: 5382.281250
	Iteration 43Q: 3 clusters Score -7730034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -7730032.500000 Penalty: 5382.281250
	Iteration 44Q: 3 clusters Score -7730032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -7730042.000000 Penalty: 5382.281250
	Iteration 45Q: 3 clusters Score -7730042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -7730047.500000 Penalty: 5382.281250
	Iteration 46Q: 3 clusters Score -7730048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -7730058.500000 Penalty: 5382.281250
	Iteration 47Q: 3 clusters Score -7730058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -7730054.500000 Penalty: 5382.281250
	Iteration 48Q: 3 clusters Score -7730054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7730063.000000 Penalty: 5382.281250
	Iteration 49Q: 3 clusters Score -7730063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -7730076.000000 Penalty: 5382.281250
	Iteration 50Q: 3 clusters Score -7730076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -7730081.000000 Penalty: 5382.281250
	Iteration 51Q: 3 clusters Score -7730081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -7730100.000000 Penalty: 5382.281250
	Iteration 52Q: 3 clusters Score -7730100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -7730096.500000 Penalty: 5382.281250
	Iteration 53Q: 3 clusters Score -7730096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -7730088.000000 Penalty: 5382.281250
	Iteration 54Q: 3 clusters Score -7730088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -7730100.500000 Penalty: 5382.281250
	Iteration 55Q: 3 clusters Score -7730100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -7730099.000000 Penalty: 5382.281250
	Iteration 56Q: 3 clusters Score -7730099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -7730098.500000 Penalty: 5382.281250
	Iteration 57Q: 3 clusters Score -7730098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -7730098.000000 Penalty: 5382.281250
	Iteration 58Q: 3 clusters Score -7730098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -7730100.500000 Penalty: 5382.281250
	Iteration 59Q: 3 clusters Score -7730100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -7730096.500000 Penalty: 5382.281250
	Iteration 60F: 3 clusters Score -7730096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -7730101.500000 Penalty: 5382.281250
	Iteration 61Q: 3 clusters Score -7730102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7730099.000000 Penalty: 5382.281250
	Iteration 62Q: 3 clusters Score -7730099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7730099.000000 Penalty: 5382.281250
	Iteration 63F: 3 clusters Score -7730099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Entering Unmasked Estep 
Score: -1965238.875000 Penalty: 2354.291504
	Iteration 0F: 2 clusters Score -1965239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1955524.375000 Penalty: 4708.583008
	Iteration 0F: 3 clusters Score -1955524 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1958524.250000 Penalty: 4708.583008
	Iteration 1F: 3 clusters Score -1958524 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1958893.500000 Penalty: 4708.583008
	Iteration 2F: 3 clusters Score -1958894 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1959177.125000 Penalty: 4708.583008
	Iteration 3F: 3 clusters Score -1959177 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1959389.875000 Penalty: 4708.583008
	Iteration 4Q: 3 clusters Score -1959390 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1959631.625000 Penalty: 4708.583008
	Iteration 5Q: 3 clusters Score -1959632 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1959845.375000 Penalty: 4708.583008
	Iteration 6Q: 3 clusters Score -1959845 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1960061.750000 Penalty: 4708.583008
	Iteration 7Q: 3 clusters Score -1960062 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1960301.000000 Penalty: 4708.583008
	Iteration 8Q: 3 clusters Score -1960301 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1960565.500000 Penalty: 4708.583008
	Iteration 9Q: 3 clusters Score -1960566 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1960881.000000 Penalty: 4708.583008
	Iteration 10Q: 3 clusters Score -1960881 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1961217.875000 Penalty: 4708.583008
	Iteration 11Q: 3 clusters Score -1961218 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1961544.500000 Penalty: 4708.583008
	Iteration 12Q: 3 clusters Score -1961544 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1961853.250000 Penalty: 4708.583008
	Iteration 13Q: 3 clusters Score -1961853 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1962153.000000 Penalty: 4708.583008
	Iteration 14Q: 3 clusters Score -1962153 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1962448.375000 Penalty: 4708.583008
	Iteration 15Q: 3 clusters Score -1962448 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1962695.375000 Penalty: 4708.583008
	Iteration 16Q: 3 clusters Score -1962695 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1962877.625000 Penalty: 4708.583008
	Iteration 17Q: 3 clusters Score -1962878 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1963025.250000 Penalty: 4708.583008
	Iteration 18Q: 3 clusters Score -1963025 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1963171.375000 Penalty: 4708.583008
	Iteration 19Q: 3 clusters Score -1963171 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1963295.125000 Penalty: 4708.583008
	Iteration 20F: 3 clusters Score -1963295 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1963408.750000 Penalty: 4708.583008
	Iteration 21Q: 3 clusters Score -1963409 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1963510.500000 Penalty: 4708.583008
	Iteration 22Q: 3 clusters Score -1963510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1963570.625000 Penalty: 4708.583008
	Iteration 23Q: 3 clusters Score -1963571 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1963615.625000 Penalty: 4708.583008
	Iteration 24Q: 3 clusters Score -1963616 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1963660.250000 Penalty: 4708.583008
	Iteration 25Q: 3 clusters Score -1963660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1963685.250000 Penalty: 4708.583008
	Iteration 26Q: 3 clusters Score -1963685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1963702.000000 Penalty: 4708.583008
	Iteration 27Q: 3 clusters Score -1963702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1963717.125000 Penalty: 4708.583008
	Iteration 28Q: 3 clusters Score -1963717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1963730.125000 Penalty: 4708.583008
	Iteration 29Q: 3 clusters Score -1963730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1963740.625000 Penalty: 4708.583008
	Iteration 30Q: 3 clusters Score -1963741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1963744.500000 Penalty: 4708.583008
	Iteration 31Q: 3 clusters Score -1963744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1963752.875000 Penalty: 4708.583008
	Iteration 32Q: 3 clusters Score -1963753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1963756.125000 Penalty: 4708.583008
	Iteration 33Q: 3 clusters Score -1963756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1963757.750000 Penalty: 4708.583008
	Iteration 34Q: 3 clusters Score -1963758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1963758.000000 Penalty: 4708.583008
	Iteration 35Q: 3 clusters Score -1963758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1963760.375000 Penalty: 4708.583008
	Iteration 36Q: 3 clusters Score -1963760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1963759.750000 Penalty: 4708.583008
	Iteration 37Q: 3 clusters Score -1963760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1963764.875000 Penalty: 4708.583008
	Iteration 38Q: 3 clusters Score -1963765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1963765.750000 Penalty: 4708.583008
	Iteration 39Q: 3 clusters Score -1963766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1963766.000000 Penalty: 4708.583008
	Iteration 40F: 3 clusters Score -1963766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1963768.750000 Penalty: 4708.583008
	Iteration 41Q: 3 clusters Score -1963769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1963768.000000 Penalty: 4708.583008
	Iteration 42Q: 3 clusters Score -1963768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1963768.875000 Penalty: 4708.583008
	Iteration 43Q: 3 clusters Score -1963769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1963768.750000 Penalty: 4708.583008
	Iteration 44Q: 3 clusters Score -1963769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1963768.750000 Penalty: 4708.583008
	Iteration 45F: 3 clusters Score -1963769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Entering Unmasked Estep 
Score: -14639372.000000 Penalty: 2848.837646
	Iteration 0F: 2 clusters Score -1.463937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -14574301.000000 Penalty: 5697.675293
	Iteration 0F: 3 clusters Score -1.45743e+07 nChanged 46185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -14601083.000000 Penalty: 5697.675293
	Iteration 1F: 3 clusters Score -1.460108e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -14601831.000000 Penalty: 5697.675293
	Iteration 2Q: 3 clusters Score -1.460183e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -14602728.000000 Penalty: 5697.675293
	Iteration 3Q: 3 clusters Score -1.460273e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -14603816.000000 Penalty: 5697.675293
	Iteration 4Q: 3 clusters Score -1.460382e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -14605162.000000 Penalty: 5697.675293
	Iteration 5Q: 3 clusters Score -1.460516e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -14607269.000000 Penalty: 5697.675293
	Iteration 6Q: 3 clusters Score -1.460727e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -14610597.000000 Penalty: 5697.675293
	Iteration 7F: 3 clusters Score -1.46106e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -14615412.000000 Penalty: 5697.675293
	Iteration 8F: 3 clusters Score -1.461541e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -14620923.000000 Penalty: 5697.675293
	Iteration 9F: 3 clusters Score -1.462092e+07 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -14626119.000000 Penalty: 5697.675293
	Iteration 10F: 3 clusters Score -1.462612e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -14630333.000000 Penalty: 5697.675293
	Iteration 11F: 3 clusters Score -1.463033e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89521 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -14633067.000000 Penalty: 5697.675293
	Iteration 12Q: 3 clusters Score -1.463307e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91893 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -14634665.000000 Penalty: 5697.675293
	Iteration 13Q: 3 clusters Score -1.463466e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -14635664.000000 Penalty: 5697.675293
	Iteration 14Q: 3 clusters Score -1.463566e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94303 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -14636239.000000 Penalty: 5697.675293
	Iteration 15Q: 3 clusters Score -1.463624e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94893 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -14636570.000000 Penalty: 5697.675293
	Iteration 16Q: 3 clusters Score -1.463657e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95259 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -14636725.000000 Penalty: 5697.675293
	Iteration 17Q: 3 clusters Score -1.463672e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95484 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -14636837.000000 Penalty: 5697.675293
	Iteration 18Q: 3 clusters Score -1.463684e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -14636923.000000 Penalty: 5697.675293
	Iteration 19Q: 3 clusters Score -1.463692e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -14637000.000000 Penalty: 5697.675293
	Iteration 20F: 3 clusters Score -1.4637e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95899 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14637072.000000 Penalty: 5697.675293
	Iteration 21Q: 3 clusters Score -1.463707e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -14637119.000000 Penalty: 5697.675293
	Iteration 22Q: 3 clusters Score -1.463712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -14637143.000000 Penalty: 5697.675293
	Iteration 23Q: 3 clusters Score -1.463714e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -14637161.000000 Penalty: 5697.675293
	Iteration 24Q: 3 clusters Score -1.463716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14637172.000000 Penalty: 5697.675293
	Iteration 25Q: 3 clusters Score -1.463717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -14637193.000000 Penalty: 5697.675293
	Iteration 26Q: 3 clusters Score -1.463719e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -14637201.000000 Penalty: 5697.675293
	Iteration 27Q: 3 clusters Score -1.46372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -14637217.000000 Penalty: 5697.675293
	Iteration 28Q: 3 clusters Score -1.463722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -14637223.000000 Penalty: 5697.675293
	Iteration 29Q: 3 clusters Score -1.463722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96177 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14637230.000000 Penalty: 5697.675293
	Iteration 30Q: 3 clusters Score -1.463723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14637216.000000 Penalty: 5697.675293
	Iteration 31Q: 3 clusters Score -1.463722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -14637218.000000 Penalty: 5697.675293
	Iteration 32Q: 3 clusters Score -1.463722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -14637234.000000 Penalty: 5697.675293
	Iteration 33Q: 3 clusters Score -1.463723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14637240.000000 Penalty: 5697.675293
	Iteration 34Q: 3 clusters Score -1.463724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -14637254.000000 Penalty: 5697.675293
	Iteration 35Q: 3 clusters Score -1.463725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -14637258.000000 Penalty: 5697.675293
	Iteration 36Q: 3 clusters Score -1.463726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -14637264.000000 Penalty: 5697.675293
	Iteration 37Q: 3 clusters Score -1.463726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14637247.000000 Penalty: 5697.675293
	Iteration 38Q: 3 clusters Score -1.463725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14637271.000000 Penalty: 5697.675293
	Iteration 39Q: 3 clusters Score -1.463727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -14637265.000000 Penalty: 5697.675293
	Iteration 40F: 3 clusters Score -1.463726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 5697.675293
	Iteration 41Q: 3 clusters Score -1.463727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 5697.675293
	Iteration 42Q: 3 clusters Score -1.463727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14637270.000000 Penalty: 5697.675293
	Iteration 43Q: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96245 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -14637267.000000 Penalty: 5697.675293
	Iteration 44Q: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96248 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -14637272.000000 Penalty: 5697.675293
	Iteration 45Q: 3 clusters Score -1.463727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -14637273.000000 Penalty: 5697.675293
	Iteration 46Q: 3 clusters Score -1.463727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -14637275.000000 Penalty: 5697.675293
	Iteration 47Q: 3 clusters Score -1.463728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -14637266.000000 Penalty: 5697.675293
	Iteration 48Q: 3 clusters Score -1.463727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14637270.000000 Penalty: 5697.675293
	Iteration 49Q: 3 clusters Score -1.463727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96262 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -14637268.000000 Penalty: 5697.675293
	Iteration 50Q: 3 clusters Score -1.463727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14637269.000000 Penalty: 5697.675293
	Iteration 51Q: 3 clusters Score -1.463727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14637273.000000 Penalty: 5697.675293
	Iteration 52Q: 3 clusters Score -1.463727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 5697.675293
	Iteration 53Q: 3 clusters Score -1.463726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96268 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14637262.000000 Penalty: 5697.675293
	Iteration 54F: 3 clusters Score -1.463726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -73763.578125 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -73763.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72208.539062 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -72208.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72390.117188 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -72390.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72459.164062 Penalty: 3120.618408
	Iteration 2Q: 3 clusters Score -72459.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72523.296875 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -72523.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72550.132812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -72550.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72597.726562 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -72597.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72633.710938 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -72633.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72662.062500 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -72662.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72689.492188 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -72689.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72716.906250 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -72716.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72725.914062 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -72725.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72728.234375 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -72728.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72729.179688 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -72729.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72729.179688 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -72729.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -901313.000000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -901313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -896043.937500 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -896043.9 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -897410.562500 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -897410.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -897691.312500 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -897691.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -897898.500000 Penalty: 4333.298828
	Iteration 3F: 3 clusters Score -897898.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -898078.875000 Penalty: 4333.298828
	Iteration 4Q: 3 clusters Score -898078.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -898257.250000 Penalty: 4333.298828
	Iteration 5Q: 3 clusters Score -898257.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -898444.062500 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -898444.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -898674.875000 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -898674.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -898903.000000 Penalty: 4333.298828
	Iteration 8F: 3 clusters Score -898903 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -899115.625000 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -899115.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -899316.937500 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -899316.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -899463.250000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -899463.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -899596.625000 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -899596.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -899693.500000 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -899693.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -899758.937500 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -899758.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -899804.500000 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -899804.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -899837.000000 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -899837 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -899864.062500 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -899864.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -899881.312500 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -899881.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -899890.562500 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -899890.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -899897.500000 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -899897.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -899904.312500 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -899904.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -899908.375000 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -899908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -899912.250000 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -899912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -899915.562500 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -899915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -899918.812500 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -899918.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -899922.625000 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -899922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -899924.625000 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -899924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -899923.625000 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -899923.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -899924.000000 Penalty: 4333.298828
	Iteration 29Q: 3 clusters Score -899924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -899923.312500 Penalty: 4333.298828
	Iteration 30Q: 3 clusters Score -899923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -899925.312500 Penalty: 4333.298828
	Iteration 31Q: 3 clusters Score -899925.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -899927.500000 Penalty: 4333.298828
	Iteration 32Q: 3 clusters Score -899927.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -899929.062500 Penalty: 4333.298828
	Iteration 33Q: 3 clusters Score -899929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -899928.312500 Penalty: 4333.298828
	Iteration 34Q: 3 clusters Score -899928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -899928.312500 Penalty: 4333.298828
	Iteration 35F: 3 clusters Score -899928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Entering Unmasked Estep 
Score: -795345.875000 Penalty: 2139.881836
	Iteration 0F: 2 clusters Score -795345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -790442.750000 Penalty: 4279.763672
	Iteration 0F: 3 clusters Score -790442.8 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -791710.375000 Penalty: 4279.763672
	Iteration 1F: 3 clusters Score -791710.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -791995.875000 Penalty: 4279.763672
	Iteration 2F: 3 clusters Score -791995.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -792265.687500 Penalty: 4279.763672
	Iteration 3F: 3 clusters Score -792265.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -792482.625000 Penalty: 4279.763672
	Iteration 4F: 3 clusters Score -792482.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -792706.062500 Penalty: 4279.763672
	Iteration 5F: 3 clusters Score -792706.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -792922.562500 Penalty: 4279.763672
	Iteration 6Q: 3 clusters Score -792922.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -793094.812500 Penalty: 4279.763672
	Iteration 7Q: 3 clusters Score -793094.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -793237.312500 Penalty: 4279.763672
	Iteration 8Q: 3 clusters Score -793237.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -793348.250000 Penalty: 4279.763672
	Iteration 9Q: 3 clusters Score -793348.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -793438.375000 Penalty: 4279.763672
	Iteration 10Q: 3 clusters Score -793438.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -793515.937500 Penalty: 4279.763672
	Iteration 11Q: 3 clusters Score -793515.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -793570.250000 Penalty: 4279.763672
	Iteration 12Q: 3 clusters Score -793570.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -793611.562500 Penalty: 4279.763672
	Iteration 13Q: 3 clusters Score -793611.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -793634.625000 Penalty: 4279.763672
	Iteration 14Q: 3 clusters Score -793634.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -793649.187500 Penalty: 4279.763672
	Iteration 15Q: 3 clusters Score -793649.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -793669.000000 Penalty: 4279.763672
	Iteration 16Q: 3 clusters Score -793669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -793691.062500 Penalty: 4279.763672
	Iteration 17Q: 3 clusters Score -793691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -793710.937500 Penalty: 4279.763672
	Iteration 18Q: 3 clusters Score -793710.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -793730.375000 Penalty: 4279.763672
	Iteration 19Q: 3 clusters Score -793730.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -793751.187500 Penalty: 4279.763672
	Iteration 20F: 3 clusters Score -793751.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -793766.875000 Penalty: 4279.763672
	Iteration 21Q: 3 clusters Score -793766.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -793779.687500 Penalty: 4279.763672
	Iteration 22Q: 3 clusters Score -793779.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -793794.000000 Penalty: 4279.763672
	Iteration 23Q: 3 clusters Score -793794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -793809.250000 Penalty: 4279.763672
	Iteration 24Q: 3 clusters Score -793809.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -793818.875000 Penalty: 4279.763672
	Iteration 25Q: 3 clusters Score -793818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -793825.750000 Penalty: 4279.763672
	Iteration 26Q: 3 clusters Score -793825.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -793832.312500 Penalty: 4279.763672
	Iteration 27Q: 3 clusters Score -793832.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -793836.750000 Penalty: 4279.763672
	Iteration 28Q: 3 clusters Score -793836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -793838.812500 Penalty: 4279.763672
	Iteration 29Q: 3 clusters Score -793838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -793841.875000 Penalty: 4279.763672
	Iteration 30Q: 3 clusters Score -793841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -793844.250000 Penalty: 4279.763672
	Iteration 31Q: 3 clusters Score -793844.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -793846.625000 Penalty: 4279.763672
	Iteration 32Q: 3 clusters Score -793846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -793846.937500 Penalty: 4279.763672
	Iteration 33Q: 3 clusters Score -793846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -793849.500000 Penalty: 4279.763672
	Iteration 34Q: 3 clusters Score -793849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -793852.625000 Penalty: 4279.763672
	Iteration 35Q: 3 clusters Score -793852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -793853.562500 Penalty: 4279.763672
	Iteration 36Q: 3 clusters Score -793853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -793853.000000 Penalty: 4279.763672
	Iteration 37Q: 3 clusters Score -793853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -793853.000000 Penalty: 4279.763672
	Iteration 38F: 3 clusters Score -793853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13751.156250 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -13751.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12844.713867 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -12844.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12961.451172 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -12961.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12995.049805 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -12995.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -13026.166016 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -13026.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -13031.299805 Penalty: 2511.047119
	Iteration 4Q: 3 clusters Score -13031.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -13036.514648 Penalty: 2511.047119
	Iteration 5Q: 3 clusters Score -13036.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13037.379883 Penalty: 2511.047119
	Iteration 6Q: 3 clusters Score -13037.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -13037.379883 Penalty: 2511.047119
	Iteration 7F: 3 clusters Score -13037.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Entering Unmasked Estep 
Score: -11952417.000000 Penalty: 2800.305664
	Iteration 0F: 2 clusters Score -1.195242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -11898666.000000 Penalty: 5600.611328
	Iteration 0F: 3 clusters Score -1.189867e+07 nChanged 37750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -11920242.000000 Penalty: 5600.611328
	Iteration 1F: 3 clusters Score -1.192024e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -11921421.000000 Penalty: 5600.611328
	Iteration 2Q: 3 clusters Score -1.192142e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -11923254.000000 Penalty: 5600.611328
	Iteration 3F: 3 clusters Score -1.192325e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -11926508.000000 Penalty: 5600.611328
	Iteration 4F: 3 clusters Score -1.192651e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -11931419.000000 Penalty: 5600.611328
	Iteration 5F: 3 clusters Score -1.193142e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -11937780.000000 Penalty: 5600.611328
	Iteration 6F: 3 clusters Score -1.193778e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -11943827.000000 Penalty: 5600.611328
	Iteration 7F: 3 clusters Score -1.194383e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -11947520.000000 Penalty: 5600.611328
	Iteration 8Q: 3 clusters Score -1.194752e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -11949261.000000 Penalty: 5600.611328
	Iteration 9Q: 3 clusters Score -1.194926e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -11949871.000000 Penalty: 5600.611328
	Iteration 10Q: 3 clusters Score -1.194987e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -11950088.000000 Penalty: 5600.611328
	Iteration 11Q: 3 clusters Score -1.195009e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -11950240.000000 Penalty: 5600.611328
	Iteration 12Q: 3 clusters Score -1.195024e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -11950343.000000 Penalty: 5600.611328
	Iteration 13Q: 3 clusters Score -1.195034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -11950423.000000 Penalty: 5600.611328
	Iteration 14Q: 3 clusters Score -1.195042e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -11950472.000000 Penalty: 5600.611328
	Iteration 15Q: 3 clusters Score -1.195047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -11950502.000000 Penalty: 5600.611328
	Iteration 16Q: 3 clusters Score -1.19505e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -11950524.000000 Penalty: 5600.611328
	Iteration 17Q: 3 clusters Score -1.195052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -11950532.000000 Penalty: 5600.611328
	Iteration 18Q: 3 clusters Score -1.195053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -11950549.000000 Penalty: 5600.611328
	Iteration 19Q: 3 clusters Score -1.195055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -11950592.000000 Penalty: 5600.611328
	Iteration 20F: 3 clusters Score -1.195059e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -11950618.000000 Penalty: 5600.611328
	Iteration 21Q: 3 clusters Score -1.195062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -11950654.000000 Penalty: 5600.611328
	Iteration 22Q: 3 clusters Score -1.195065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 79804 members 
Entering Unmasked Estep 
Score: -11950705.000000 Penalty: 5600.611328
	Iteration 23Q: 3 clusters Score -1.19507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -11950742.000000 Penalty: 5600.611328
	Iteration 24Q: 3 clusters Score -1.195074e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -11950797.000000 Penalty: 5600.611328
	Iteration 25Q: 3 clusters Score -1.19508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -11950841.000000 Penalty: 5600.611328
	Iteration 26Q: 3 clusters Score -1.195084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -11950853.000000 Penalty: 5600.611328
	Iteration 27Q: 3 clusters Score -1.195085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -11950895.000000 Penalty: 5600.611328
	Iteration 28Q: 3 clusters Score -1.19509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -11950919.000000 Penalty: 5600.611328
	Iteration 29Q: 3 clusters Score -1.195092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -11950921.000000 Penalty: 5600.611328
	Iteration 30Q: 3 clusters Score -1.195092e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79733 members 
Entering Unmasked Estep 
Score: -11950926.000000 Penalty: 5600.611328
	Iteration 31Q: 3 clusters Score -1.195093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -11950943.000000 Penalty: 5600.611328
	Iteration 32Q: 3 clusters Score -1.195094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -11950929.000000 Penalty: 5600.611328
	Iteration 33Q: 3 clusters Score -1.195093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -11950932.000000 Penalty: 5600.611328
	Iteration 34Q: 3 clusters Score -1.195093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 79730 members 
Entering Unmasked Estep 
Score: -11950936.000000 Penalty: 5600.611328
	Iteration 35F: 3 clusters Score -1.195094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -11950939.000000 Penalty: 5600.611328
	Iteration 36Q: 3 clusters Score -1.195094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -11950945.000000 Penalty: 5600.611328
	Iteration 37Q: 3 clusters Score -1.195094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -11950943.000000 Penalty: 5600.611328
	Iteration 38Q: 3 clusters Score -1.195094e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79720 members 
Entering Unmasked Estep 
Score: -11950951.000000 Penalty: 5600.611328
	Iteration 39Q: 3 clusters Score -1.195095e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -11950949.000000 Penalty: 5600.611328
	Iteration 40F: 3 clusters Score -1.195095e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -412641.968750 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -412642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -409532.437500 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -409532.4 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -410250.093750 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -410250.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -410516.000000 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -410516 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -410788.531250 Penalty: 3940.292236
	Iteration 3F: 3 clusters Score -410788.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -411098.031250 Penalty: 3940.292236
	Iteration 4F: 3 clusters Score -411098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -411526.250000 Penalty: 3940.292236
	Iteration 5F: 3 clusters Score -411526.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -411872.468750 Penalty: 3940.292236
	Iteration 6F: 3 clusters Score -411872.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -412071.562500 Penalty: 3940.292236
	Iteration 7F: 3 clusters Score -412071.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -412178.375000 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -412178.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -412220.281250 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -412220.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -412245.156250 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -412245.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -412257.500000 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -412257.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -412262.625000 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -412262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -412263.093750 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -412263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412263.843750 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -412263.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -412263.843750 Penalty: 3940.292236
	Iteration 15F: 3 clusters Score -412263.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Entering Unmasked Estep 
Score: -664689.000000 Penalty: 2125.823975
	Iteration 0F: 2 clusters Score -664689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -659981.500000 Penalty: 4251.647949
	Iteration 0F: 3 clusters Score -659981.5 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -661388.562500 Penalty: 4251.647949
	Iteration 1F: 3 clusters Score -661388.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -661961.312500 Penalty: 4251.647949
	Iteration 2F: 3 clusters Score -661961.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -662376.312500 Penalty: 4251.647949
	Iteration 3F: 3 clusters Score -662376.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -662664.375000 Penalty: 4251.647949
	Iteration 4F: 3 clusters Score -662664.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -662854.187500 Penalty: 4251.647949
	Iteration 5F: 3 clusters Score -662854.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -662967.125000 Penalty: 4251.647949
	Iteration 6Q: 3 clusters Score -662967.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -663043.437500 Penalty: 4251.647949
	Iteration 7Q: 3 clusters Score -663043.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -663102.000000 Penalty: 4251.647949
	Iteration 8Q: 3 clusters Score -663102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -663131.250000 Penalty: 4251.647949
	Iteration 9Q: 3 clusters Score -663131.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -663157.437500 Penalty: 4251.647949
	Iteration 10Q: 3 clusters Score -663157.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -663173.562500 Penalty: 4251.647949
	Iteration 11Q: 3 clusters Score -663173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -663198.187500 Penalty: 4251.647949
	Iteration 12Q: 3 clusters Score -663198.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -663220.000000 Penalty: 4251.647949
	Iteration 13Q: 3 clusters Score -663220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -663239.500000 Penalty: 4251.647949
	Iteration 14Q: 3 clusters Score -663239.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -663253.875000 Penalty: 4251.647949
	Iteration 15Q: 3 clusters Score -663253.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -663268.625000 Penalty: 4251.647949
	Iteration 16Q: 3 clusters Score -663268.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -663275.937500 Penalty: 4251.647949
	Iteration 17Q: 3 clusters Score -663275.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -663283.437500 Penalty: 4251.647949
	Iteration 18Q: 3 clusters Score -663283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -663287.562500 Penalty: 4251.647949
	Iteration 19Q: 3 clusters Score -663287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -663290.687500 Penalty: 4251.647949
	Iteration 20F: 3 clusters Score -663290.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -663293.937500 Penalty: 4251.647949
	Iteration 21Q: 3 clusters Score -663293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -663294.937500 Penalty: 4251.647949
	Iteration 22Q: 3 clusters Score -663294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -663297.687500 Penalty: 4251.647949
	Iteration 23Q: 3 clusters Score -663297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -663300.000000 Penalty: 4251.647949
	Iteration 24Q: 3 clusters Score -663300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -663302.937500 Penalty: 4251.647949
	Iteration 25Q: 3 clusters Score -663302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -663303.812500 Penalty: 4251.647949
	Iteration 26Q: 3 clusters Score -663303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -663304.187500 Penalty: 4251.647949
	Iteration 27Q: 3 clusters Score -663304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -663305.500000 Penalty: 4251.647949
	Iteration 28Q: 3 clusters Score -663305.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -663306.687500 Penalty: 4251.647949
	Iteration 29Q: 3 clusters Score -663306.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -663310.000000 Penalty: 4251.647949
	Iteration 30Q: 3 clusters Score -663310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -663309.875000 Penalty: 4251.647949
	Iteration 31Q: 3 clusters Score -663309.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -663316.625000 Penalty: 4251.647949
	Iteration 32Q: 3 clusters Score -663316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -663320.250000 Penalty: 4251.647949
	Iteration 33Q: 3 clusters Score -663320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -663324.750000 Penalty: 4251.647949
	Iteration 34Q: 3 clusters Score -663324.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -663328.562500 Penalty: 4251.647949
	Iteration 35Q: 3 clusters Score -663328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -663334.125000 Penalty: 4251.647949
	Iteration 36Q: 3 clusters Score -663334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -663337.375000 Penalty: 4251.647949
	Iteration 37Q: 3 clusters Score -663337.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -663341.375000 Penalty: 4251.647949
	Iteration 38Q: 3 clusters Score -663341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -663344.750000 Penalty: 4251.647949
	Iteration 39Q: 3 clusters Score -663344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -663344.625000 Penalty: 4251.647949
	Iteration 40F: 3 clusters Score -663344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -663345.500000 Penalty: 4251.647949
	Iteration 41Q: 3 clusters Score -663345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -663347.500000 Penalty: 4251.647949
	Iteration 42Q: 3 clusters Score -663347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -663350.187500 Penalty: 4251.647949
	Iteration 43Q: 3 clusters Score -663350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -663351.187500 Penalty: 4251.647949
	Iteration 44Q: 3 clusters Score -663351.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -663353.187500 Penalty: 4251.647949
	Iteration 45Q: 3 clusters Score -663353.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -663353.750000 Penalty: 4251.647949
	Iteration 46Q: 3 clusters Score -663353.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -663353.937500 Penalty: 4251.647949
	Iteration 47Q: 3 clusters Score -663353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -663354.312500 Penalty: 4251.647949
	Iteration 48Q: 3 clusters Score -663354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -663354.687500 Penalty: 4251.647949
	Iteration 49Q: 3 clusters Score -663354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -663355.500000 Penalty: 4251.647949
	Iteration 50Q: 3 clusters Score -663355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -663357.937500 Penalty: 4251.647949
	Iteration 51Q: 3 clusters Score -663357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663359.687500 Penalty: 4251.647949
	Iteration 52Q: 3 clusters Score -663359.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -663361.250000 Penalty: 4251.647949
	Iteration 53Q: 3 clusters Score -663361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -663363.375000 Penalty: 4251.647949
	Iteration 54Q: 3 clusters Score -663363.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -663365.562500 Penalty: 4251.647949
	Iteration 55Q: 3 clusters Score -663365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -663365.875000 Penalty: 4251.647949
	Iteration 56Q: 3 clusters Score -663365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -663366.000000 Penalty: 4251.647949
	Iteration 57Q: 3 clusters Score -663366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -663366.437500 Penalty: 4251.647949
	Iteration 58Q: 3 clusters Score -663366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -663366.437500 Penalty: 4251.647949
	Iteration 59F: 3 clusters Score -663366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -469008.125000 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -469008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -465697.531250 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -465697.5 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -466326.500000 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -466326.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -466462.125000 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -466462.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -466534.875000 Penalty: 3994.254639
	Iteration 3Q: 3 clusters Score -466534.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -466587.125000 Penalty: 3994.254639
	Iteration 4Q: 3 clusters Score -466587.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -466621.500000 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -466621.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -466653.937500 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -466653.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -466682.843750 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -466682.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -466704.968750 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -466705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -466724.031250 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -466724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -466743.937500 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -466743.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -466762.937500 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -466762.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -466789.750000 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -466789.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -466815.093750 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -466815.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -466842.562500 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -466842.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -466866.250000 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -466866.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -466890.718750 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -466890.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -466922.812500 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -466922.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -466958.875000 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -466958.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -466994.125000 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -466994.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -467031.968750 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -467032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -467061.875000 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -467061.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -467090.375000 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -467090.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -467114.156250 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -467114.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -467138.312500 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -467138.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -467157.843750 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -467157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -467177.093750 Penalty: 3994.254639
	Iteration 26Q: 3 clusters Score -467177.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -467195.062500 Penalty: 3994.254639
	Iteration 27Q: 3 clusters Score -467195.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -467211.531250 Penalty: 3994.254639
	Iteration 28Q: 3 clusters Score -467211.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -467222.250000 Penalty: 3994.254639
	Iteration 29Q: 3 clusters Score -467222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -467234.250000 Penalty: 3994.254639
	Iteration 30Q: 3 clusters Score -467234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -467243.968750 Penalty: 3994.254639
	Iteration 31Q: 3 clusters Score -467244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -467257.781250 Penalty: 3994.254639
	Iteration 32Q: 3 clusters Score -467257.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -467266.468750 Penalty: 3994.254639
	Iteration 33Q: 3 clusters Score -467266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -467271.156250 Penalty: 3994.254639
	Iteration 34Q: 3 clusters Score -467271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -467275.062500 Penalty: 3994.254639
	Iteration 35Q: 3 clusters Score -467275.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -467278.875000 Penalty: 3994.254639
	Iteration 36Q: 3 clusters Score -467278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -467284.125000 Penalty: 3994.254639
	Iteration 37Q: 3 clusters Score -467284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -467289.906250 Penalty: 3994.254639
	Iteration 38Q: 3 clusters Score -467289.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -467291.968750 Penalty: 3994.254639
	Iteration 39Q: 3 clusters Score -467292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -467294.875000 Penalty: 3994.254639
	Iteration 40F: 3 clusters Score -467294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -467295.000000 Penalty: 3994.254639
	Iteration 41Q: 3 clusters Score -467295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -467297.375000 Penalty: 3994.254639
	Iteration 42Q: 3 clusters Score -467297.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -467300.031250 Penalty: 3994.254639
	Iteration 43Q: 3 clusters Score -467300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -467301.781250 Penalty: 3994.254639
	Iteration 44Q: 3 clusters Score -467301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -467303.625000 Penalty: 3994.254639
	Iteration 45Q: 3 clusters Score -467303.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -467306.125000 Penalty: 3994.254639
	Iteration 46Q: 3 clusters Score -467306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -467310.718750 Penalty: 3994.254639
	Iteration 47Q: 3 clusters Score -467310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -467311.812500 Penalty: 3994.254639
	Iteration 48Q: 3 clusters Score -467311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -467315.593750 Penalty: 3994.254639
	Iteration 49Q: 3 clusters Score -467315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -467315.781250 Penalty: 3994.254639
	Iteration 50Q: 3 clusters Score -467315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -467316.062500 Penalty: 3994.254639
	Iteration 51Q: 3 clusters Score -467316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -467316.718750 Penalty: 3994.254639
	Iteration 52Q: 3 clusters Score -467316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -467319.343750 Penalty: 3994.254639
	Iteration 53Q: 3 clusters Score -467319.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -467323.000000 Penalty: 3994.254639
	Iteration 54Q: 3 clusters Score -467323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -467327.500000 Penalty: 3994.254639
	Iteration 55Q: 3 clusters Score -467327.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -467330.312500 Penalty: 3994.254639
	Iteration 56Q: 3 clusters Score -467330.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -467334.062500 Penalty: 3994.254639
	Iteration 57Q: 3 clusters Score -467334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -467337.875000 Penalty: 3994.254639
	Iteration 58Q: 3 clusters Score -467337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -467338.750000 Penalty: 3994.254639
	Iteration 59Q: 3 clusters Score -467338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -467341.437500 Penalty: 3994.254639
	Iteration 60F: 3 clusters Score -467341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -467346.218750 Penalty: 3994.254639
	Iteration 61Q: 3 clusters Score -467346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -467349.406250 Penalty: 3994.254639
	Iteration 62Q: 3 clusters Score -467349.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -467356.437500 Penalty: 3994.254639
	Iteration 63Q: 3 clusters Score -467356.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -467361.437500 Penalty: 3994.254639
	Iteration 64Q: 3 clusters Score -467361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -467365.468750 Penalty: 3994.254639
	Iteration 65Q: 3 clusters Score -467365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -467367.125000 Penalty: 3994.254639
	Iteration 66Q: 3 clusters Score -467367.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -467370.375000 Penalty: 3994.254639
	Iteration 67Q: 3 clusters Score -467370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -467371.687500 Penalty: 3994.254639
	Iteration 68Q: 3 clusters Score -467371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -467371.687500 Penalty: 3994.254639
	Iteration 69F: 3 clusters Score -467371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Entering Unmasked Estep 
Score: -4146155.500000 Penalty: 2555.518311
	Iteration 0F: 2 clusters Score -4146156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4125731.000000 Penalty: 5111.036621
	Iteration 0F: 3 clusters Score -4125731 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4133451.000000 Penalty: 5111.036621
	Iteration 1F: 3 clusters Score -4133451 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4134420.250000 Penalty: 5111.036621
	Iteration 2F: 3 clusters Score -4134420 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4135605.500000 Penalty: 5111.036621
	Iteration 3F: 3 clusters Score -4135606 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4136936.750000 Penalty: 5111.036621
	Iteration 4F: 3 clusters Score -4136937 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -4138355.250000 Penalty: 5111.036621
	Iteration 5F: 3 clusters Score -4138355 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4139770.250000 Penalty: 5111.036621
	Iteration 6F: 3 clusters Score -4139770 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -4140921.500000 Penalty: 5111.036621
	Iteration 7F: 3 clusters Score -4140922 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -4141792.500000 Penalty: 5111.036621
	Iteration 8Q: 3 clusters Score -4141792 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4142528.250000 Penalty: 5111.036621
	Iteration 9Q: 3 clusters Score -4142528 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -4143007.250000 Penalty: 5111.036621
	Iteration 10Q: 3 clusters Score -4143007 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4143383.000000 Penalty: 5111.036621
	Iteration 11Q: 3 clusters Score -4143383 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4143640.000000 Penalty: 5111.036621
	Iteration 12Q: 3 clusters Score -4143640 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4143880.500000 Penalty: 5111.036621
	Iteration 13Q: 3 clusters Score -4143880 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4144036.000000 Penalty: 5111.036621
	Iteration 14Q: 3 clusters Score -4144036 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4144165.750000 Penalty: 5111.036621
	Iteration 15Q: 3 clusters Score -4144166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4144246.000000 Penalty: 5111.036621
	Iteration 16Q: 3 clusters Score -4144246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4144314.000000 Penalty: 5111.036621
	Iteration 17Q: 3 clusters Score -4144314 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4144366.000000 Penalty: 5111.036621
	Iteration 18Q: 3 clusters Score -4144366 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4144417.000000 Penalty: 5111.036621
	Iteration 19Q: 3 clusters Score -4144417 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4144472.500000 Penalty: 5111.036621
	Iteration 20F: 3 clusters Score -4144472 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4144513.000000 Penalty: 5111.036621
	Iteration 21Q: 3 clusters Score -4144513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4144525.500000 Penalty: 5111.036621
	Iteration 22Q: 3 clusters Score -4144526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4144542.750000 Penalty: 5111.036621
	Iteration 23Q: 3 clusters Score -4144543 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4144554.750000 Penalty: 5111.036621
	Iteration 24Q: 3 clusters Score -4144555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4144571.000000 Penalty: 5111.036621
	Iteration 25Q: 3 clusters Score -4144571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4144569.500000 Penalty: 5111.036621
	Iteration 26Q: 3 clusters Score -4144570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4144575.250000 Penalty: 5111.036621
	Iteration 27Q: 3 clusters Score -4144575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4144592.750000 Penalty: 5111.036621
	Iteration 28Q: 3 clusters Score -4144593 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4144612.500000 Penalty: 5111.036621
	Iteration 29Q: 3 clusters Score -4144612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4144628.750000 Penalty: 5111.036621
	Iteration 30Q: 3 clusters Score -4144629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4144641.250000 Penalty: 5111.036621
	Iteration 31Q: 3 clusters Score -4144641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4144664.250000 Penalty: 5111.036621
	Iteration 32Q: 3 clusters Score -4144664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4144676.500000 Penalty: 5111.036621
	Iteration 33Q: 3 clusters Score -4144676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4144689.500000 Penalty: 5111.036621
	Iteration 34Q: 3 clusters Score -4144690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4144698.750000 Penalty: 5111.036621
	Iteration 35Q: 3 clusters Score -4144699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4144695.750000 Penalty: 5111.036621
	Iteration 36Q: 3 clusters Score -4144696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4144705.750000 Penalty: 5111.036621
	Iteration 37Q: 3 clusters Score -4144706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4144701.250000 Penalty: 5111.036621
	Iteration 38Q: 3 clusters Score -4144701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4144703.750000 Penalty: 5111.036621
	Iteration 39Q: 3 clusters Score -4144704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4144704.250000 Penalty: 5111.036621
	Iteration 40F: 3 clusters Score -4144704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4144707.750000 Penalty: 5111.036621
	Iteration 41Q: 3 clusters Score -4144708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4144725.750000 Penalty: 5111.036621
	Iteration 42Q: 3 clusters Score -4144726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4144728.750000 Penalty: 5111.036621
	Iteration 43Q: 3 clusters Score -4144729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4144735.250000 Penalty: 5111.036621
	Iteration 44Q: 3 clusters Score -4144735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4144747.750000 Penalty: 5111.036621
	Iteration 45Q: 3 clusters Score -4144748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4144754.750000 Penalty: 5111.036621
	Iteration 46Q: 3 clusters Score -4144755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4144748.250000 Penalty: 5111.036621
	Iteration 47Q: 3 clusters Score -4144748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4144750.250000 Penalty: 5111.036621
	Iteration 48Q: 3 clusters Score -4144750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4144760.750000 Penalty: 5111.036621
	Iteration 49Q: 3 clusters Score -4144761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4144757.750000 Penalty: 5111.036621
	Iteration 50Q: 3 clusters Score -4144758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4144756.500000 Penalty: 5111.036621
	Iteration 51Q: 3 clusters Score -4144756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4144758.500000 Penalty: 5111.036621
	Iteration 52Q: 3 clusters Score -4144758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4144758.500000 Penalty: 5111.036621
	Iteration 53F: 3 clusters Score -4144758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Entering Unmasked Estep 
Score: -1610773.000000 Penalty: 2308.049316
	Iteration 0F: 2 clusters Score -1610773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1602487.625000 Penalty: 4616.098633
	Iteration 0F: 3 clusters Score -1602488 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1604995.125000 Penalty: 4616.098633
	Iteration 1F: 3 clusters Score -1604995 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1605490.125000 Penalty: 4616.098633
	Iteration 2F: 3 clusters Score -1605490 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1605950.875000 Penalty: 4616.098633
	Iteration 3F: 3 clusters Score -1605951 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1606357.375000 Penalty: 4616.098633
	Iteration 4F: 3 clusters Score -1606357 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1606725.625000 Penalty: 4616.098633
	Iteration 5F: 3 clusters Score -1606726 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1607066.375000 Penalty: 4616.098633
	Iteration 6F: 3 clusters Score -1607066 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1607358.125000 Penalty: 4616.098633
	Iteration 7Q: 3 clusters Score -1607358 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1607594.125000 Penalty: 4616.098633
	Iteration 8Q: 3 clusters Score -1607594 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1607747.875000 Penalty: 4616.098633
	Iteration 9Q: 3 clusters Score -1607748 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1607870.375000 Penalty: 4616.098633
	Iteration 10Q: 3 clusters Score -1607870 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1607968.625000 Penalty: 4616.098633
	Iteration 11Q: 3 clusters Score -1607969 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1608048.875000 Penalty: 4616.098633
	Iteration 12Q: 3 clusters Score -1608049 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1608130.125000 Penalty: 4616.098633
	Iteration 13Q: 3 clusters Score -1608130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1608208.750000 Penalty: 4616.098633
	Iteration 14Q: 3 clusters Score -1608209 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1608267.500000 Penalty: 4616.098633
	Iteration 15Q: 3 clusters Score -1608268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1608319.875000 Penalty: 4616.098633
	Iteration 16Q: 3 clusters Score -1608320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1608370.875000 Penalty: 4616.098633
	Iteration 17Q: 3 clusters Score -1608371 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1608416.875000 Penalty: 4616.098633
	Iteration 18Q: 3 clusters Score -1608417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1608456.750000 Penalty: 4616.098633
	Iteration 19Q: 3 clusters Score -1608457 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1608505.500000 Penalty: 4616.098633
	Iteration 20F: 3 clusters Score -1608506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1608569.250000 Penalty: 4616.098633
	Iteration 21Q: 3 clusters Score -1608569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1608610.125000 Penalty: 4616.098633
	Iteration 22Q: 3 clusters Score -1608610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1608643.000000 Penalty: 4616.098633
	Iteration 23Q: 3 clusters Score -1608643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1608679.375000 Penalty: 4616.098633
	Iteration 24Q: 3 clusters Score -1608679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1608707.125000 Penalty: 4616.098633
	Iteration 25Q: 3 clusters Score -1608707 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1608732.500000 Penalty: 4616.098633
	Iteration 26Q: 3 clusters Score -1608732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1608753.625000 Penalty: 4616.098633
	Iteration 27Q: 3 clusters Score -1608754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1608769.750000 Penalty: 4616.098633
	Iteration 28Q: 3 clusters Score -1608770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1608784.375000 Penalty: 4616.098633
	Iteration 29Q: 3 clusters Score -1608784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1608795.250000 Penalty: 4616.098633
	Iteration 30Q: 3 clusters Score -1608795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1608803.625000 Penalty: 4616.098633
	Iteration 31Q: 3 clusters Score -1608804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1608811.250000 Penalty: 4616.098633
	Iteration 32Q: 3 clusters Score -1608811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1608814.750000 Penalty: 4616.098633
	Iteration 33Q: 3 clusters Score -1608815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1608816.875000 Penalty: 4616.098633
	Iteration 34Q: 3 clusters Score -1608817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1608822.000000 Penalty: 4616.098633
	Iteration 35Q: 3 clusters Score -1608822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1608826.750000 Penalty: 4616.098633
	Iteration 36Q: 3 clusters Score -1608827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1608827.750000 Penalty: 4616.098633
	Iteration 37Q: 3 clusters Score -1608828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1608830.125000 Penalty: 4616.098633
	Iteration 38Q: 3 clusters Score -1608830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1608831.125000 Penalty: 4616.098633
	Iteration 39Q: 3 clusters Score -1608831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1608830.125000 Penalty: 4616.098633
	Iteration 40F: 3 clusters Score -1608830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -289241.781250 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -289241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286622.718750 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -286622.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -287074.593750 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -287074.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -287205.875000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -287205.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -287286.687500 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -287286.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -287391.843750 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -287391.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -287503.843750 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -287503.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287614.687500 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -287614.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -287803.343750 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -287803.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -288081.218750 Penalty: 3786.151367
	Iteration 8F: 3 clusters Score -288081.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -288410.687500 Penalty: 3786.151367
	Iteration 9F: 3 clusters Score -288410.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -288746.093750 Penalty: 3786.151367
	Iteration 10F: 3 clusters Score -288746.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289003.500000 Penalty: 3786.151367
	Iteration 11F: 3 clusters Score -289003.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289117.562500 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -289117.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289199.750000 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -289199.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -289256.593750 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -289256.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289282.843750 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -289282.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -289294.781250 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -289294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -289303.250000 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -289303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -289304.031250 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -289304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -289305.437500 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -289305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -289306.937500 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -289306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289307.093750 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -289307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -289308.687500 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -289308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289314.125000 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -289314.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289316.187500 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -289316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289316.625000 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -289316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -289317.218750 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -289317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -289317.375000 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -289317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289317.593750 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -289317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289317.593750 Penalty: 3786.151367
	Iteration 29F: 3 clusters Score -289317.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 60199 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 51605 members 
Mstep: Class 30 contains 13268 members 
Mstep: Class 31 contains 97465 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 850 members 
Mstep: Class 43 contains 97796 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21296 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1216 members 
Entering Unmasked Estep 
Score: -115070408.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115071792.000000 to -115070408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (97796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Entering Unmasked Estep 
Score: -14461437.000000 Penalty: 2849.678467
	Iteration 0F: 2 clusters Score -1.446144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -14396338.000000 Penalty: 5699.356934
	Iteration 0F: 3 clusters Score -1.439634e+07 nChanged 46101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -14422235.000000 Penalty: 5699.356934
	Iteration 1F: 3 clusters Score -1.442224e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -14423368.000000 Penalty: 5699.356934
	Iteration 2Q: 3 clusters Score -1.442337e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -14425154.000000 Penalty: 5699.356934
	Iteration 3Q: 3 clusters Score -1.442515e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -14427781.000000 Penalty: 5699.356934
	Iteration 4F: 3 clusters Score -1.442778e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -14431681.000000 Penalty: 5699.356934
	Iteration 5F: 3 clusters Score -1.443168e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -14435945.000000 Penalty: 5699.356934
	Iteration 6F: 3 clusters Score -1.443594e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -14440186.000000 Penalty: 5699.356934
	Iteration 7F: 3 clusters Score -1.444019e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -14443714.000000 Penalty: 5699.356934
	Iteration 8F: 3 clusters Score -1.444371e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -14446598.000000 Penalty: 5699.356934
	Iteration 9Q: 3 clusters Score -1.44466e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -14449164.000000 Penalty: 5699.356934
	Iteration 10Q: 3 clusters Score -1.444916e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -14451281.000000 Penalty: 5699.356934
	Iteration 11Q: 3 clusters Score -1.445128e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -14453123.000000 Penalty: 5699.356934
	Iteration 12Q: 3 clusters Score -1.445312e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -14454647.000000 Penalty: 5699.356934
	Iteration 13Q: 3 clusters Score -1.445465e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -14456012.000000 Penalty: 5699.356934
	Iteration 14Q: 3 clusters Score -1.445601e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -14457055.000000 Penalty: 5699.356934
	Iteration 15Q: 3 clusters Score -1.445706e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94108 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -14457796.000000 Penalty: 5699.356934
	Iteration 16Q: 3 clusters Score -1.44578e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -14458368.000000 Penalty: 5699.356934
	Iteration 17Q: 3 clusters Score -1.445837e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -14458762.000000 Penalty: 5699.356934
	Iteration 18Q: 3 clusters Score -1.445876e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -14459008.000000 Penalty: 5699.356934
	Iteration 19Q: 3 clusters Score -1.445901e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -14459223.000000 Penalty: 5699.356934
	Iteration 20F: 3 clusters Score -1.445922e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95922 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -14459392.000000 Penalty: 5699.356934
	Iteration 21Q: 3 clusters Score -1.445939e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96018 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -14459583.000000 Penalty: 5699.356934
	Iteration 22Q: 3 clusters Score -1.445958e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -14459671.000000 Penalty: 5699.356934
	Iteration 23Q: 3 clusters Score -1.445967e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96110 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -14459698.000000 Penalty: 5699.356934
	Iteration 24Q: 3 clusters Score -1.44597e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -14459731.000000 Penalty: 5699.356934
	Iteration 25Q: 3 clusters Score -1.445973e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14459744.000000 Penalty: 5699.356934
	Iteration 26Q: 3 clusters Score -1.445974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -14459760.000000 Penalty: 5699.356934
	Iteration 27Q: 3 clusters Score -1.445976e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96199 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -14459748.000000 Penalty: 5699.356934
	Iteration 28Q: 3 clusters Score -1.445975e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -14459768.000000 Penalty: 5699.356934
	Iteration 29Q: 3 clusters Score -1.445977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -14459801.000000 Penalty: 5699.356934
	Iteration 30Q: 3 clusters Score -1.44598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -14459806.000000 Penalty: 5699.356934
	Iteration 31Q: 3 clusters Score -1.445981e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14459801.000000 Penalty: 5699.356934
	Iteration 32Q: 3 clusters Score -1.44598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96230 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -14459803.000000 Penalty: 5699.356934
	Iteration 33Q: 3 clusters Score -1.44598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -14459800.000000 Penalty: 5699.356934
	Iteration 34Q: 3 clusters Score -1.44598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -14459806.000000 Penalty: 5699.356934
	Iteration 35Q: 3 clusters Score -1.445981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -14459800.000000 Penalty: 5699.356934
	Iteration 36Q: 3 clusters Score -1.44598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -14459796.000000 Penalty: 5699.356934
	Iteration 37Q: 3 clusters Score -1.44598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -14459805.000000 Penalty: 5699.356934
	Iteration 38Q: 3 clusters Score -1.44598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96241 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14459803.000000 Penalty: 5699.356934
	Iteration 39Q: 3 clusters Score -1.44598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96239 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -14459800.000000 Penalty: 5699.356934
	Iteration 40F: 3 clusters Score -1.44598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14459805.000000 Penalty: 5699.356934
	Iteration 41Q: 3 clusters Score -1.44598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14459805.000000 Penalty: 5699.356934
	Iteration 42F: 3 clusters Score -1.44598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79890.539062 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79890.54 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80100.218750 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80100.22 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80184.734375 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -80184.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80211.179688 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80211.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80217.234375 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80217.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80222.421875 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80222.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80223.226562 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80223.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80223.226562 Penalty: 3167.056396
	Iteration 7F: 3 clusters Score -80223.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21733.791016 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21733.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -21792.162109 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21792.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -21797.138672 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21797.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21799.125000 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21799.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21799.125000 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -21799.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97847.734375 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97847.73 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -98146.843750 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98146.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98270.742188 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98270.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98351.906250 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98351.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98440.109375 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98440.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98512.585938 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98512.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98580.929688 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98580.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -98624.578125 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98624.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98659.492188 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98659.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -98664.492188 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98664.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -98664.492188 Penalty: 3272.184082
	Iteration 10F: 3 clusters Score -98664.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -278177.062500 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -278177.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -275552.656250 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -275552.7 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -276074.437500 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -276074.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -276251.875000 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -276251.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -276388.937500 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -276388.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -276495.187500 Penalty: 3781.568848
	Iteration 4Q: 3 clusters Score -276495.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276581.250000 Penalty: 3781.568848
	Iteration 5Q: 3 clusters Score -276581.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -276662.875000 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -276662.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -276709.125000 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -276709.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -276758.250000 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -276758.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -276799.125000 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -276799.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -276841.218750 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -276841.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -276876.218750 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -276876.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -276910.218750 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -276910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -276946.875000 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -276946.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -276980.406250 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -276980.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -277004.343750 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -277004.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -277024.406250 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -277024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -277043.625000 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -277043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277051.593750 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -277051.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277059.906250 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -277059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -277065.781250 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -277065.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -277075.625000 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -277075.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277084.250000 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -277084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277097.031250 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -277097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277106.812500 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -277106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -277112.750000 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -277112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277120.437500 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -277120.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -277126.593750 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -277126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277128.781250 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -277128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277130.812500 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -277130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -277133.062500 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -277133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277139.500000 Penalty: 3781.568848
	Iteration 31Q: 3 clusters Score -277139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -277144.406250 Penalty: 3781.568848
	Iteration 32Q: 3 clusters Score -277144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -277145.218750 Penalty: 3781.568848
	Iteration 33Q: 3 clusters Score -277145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -277146.031250 Penalty: 3781.568848
	Iteration 34Q: 3 clusters Score -277146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -277147.406250 Penalty: 3781.568848
	Iteration 35Q: 3 clusters Score -277147.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -277147.406250 Penalty: 3781.568848
	Iteration 36F: 3 clusters Score -277147.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Entering Unmasked Estep 
Score: -3138973.750000 Penalty: 2471.635986
	Iteration 0F: 2 clusters Score -3138974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3124145.500000 Penalty: 4943.271973
	Iteration 0F: 3 clusters Score -3124146 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3129176.500000 Penalty: 4943.271973
	Iteration 1F: 3 clusters Score -3129176 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3129688.750000 Penalty: 4943.271973
	Iteration 2F: 3 clusters Score -3129689 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3130206.500000 Penalty: 4943.271973
	Iteration 3Q: 3 clusters Score -3130206 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3130827.000000 Penalty: 4943.271973
	Iteration 4F: 3 clusters Score -3130827 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3131648.750000 Penalty: 4943.271973
	Iteration 5F: 3 clusters Score -3131649 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3132498.500000 Penalty: 4943.271973
	Iteration 6F: 3 clusters Score -3132498 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -3133319.500000 Penalty: 4943.271973
	Iteration 7F: 3 clusters Score -3133320 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3133962.000000 Penalty: 4943.271973
	Iteration 8F: 3 clusters Score -3133962 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3134395.250000 Penalty: 4943.271973
	Iteration 9Q: 3 clusters Score -3134395 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3134665.500000 Penalty: 4943.271973
	Iteration 10Q: 3 clusters Score -3134666 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -3134829.750000 Penalty: 4943.271973
	Iteration 11Q: 3 clusters Score -3134830 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -3134935.750000 Penalty: 4943.271973
	Iteration 12Q: 3 clusters Score -3134936 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -3134983.000000 Penalty: 4943.271973
	Iteration 13Q: 3 clusters Score -3134983 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3135028.750000 Penalty: 4943.271973
	Iteration 14Q: 3 clusters Score -3135029 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3135071.500000 Penalty: 4943.271973
	Iteration 15Q: 3 clusters Score -3135072 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -3135102.250000 Penalty: 4943.271973
	Iteration 16Q: 3 clusters Score -3135102 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3135117.000000 Penalty: 4943.271973
	Iteration 17Q: 3 clusters Score -3135117 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -3135133.750000 Penalty: 4943.271973
	Iteration 18Q: 3 clusters Score -3135134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3135151.250000 Penalty: 4943.271973
	Iteration 19Q: 3 clusters Score -3135151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -3135170.750000 Penalty: 4943.271973
	Iteration 20F: 3 clusters Score -3135171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3135186.250000 Penalty: 4943.271973
	Iteration 21Q: 3 clusters Score -3135186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -3135183.250000 Penalty: 4943.271973
	Iteration 22Q: 3 clusters Score -3135183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3135210.750000 Penalty: 4943.271973
	Iteration 23Q: 3 clusters Score -3135211 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3135225.250000 Penalty: 4943.271973
	Iteration 24Q: 3 clusters Score -3135225 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3135230.750000 Penalty: 4943.271973
	Iteration 25Q: 3 clusters Score -3135231 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -3135244.000000 Penalty: 4943.271973
	Iteration 26Q: 3 clusters Score -3135244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3135264.750000 Penalty: 4943.271973
	Iteration 27Q: 3 clusters Score -3135265 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3135299.250000 Penalty: 4943.271973
	Iteration 28Q: 3 clusters Score -3135299 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3135306.750000 Penalty: 4943.271973
	Iteration 29Q: 3 clusters Score -3135307 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3135329.500000 Penalty: 4943.271973
	Iteration 30Q: 3 clusters Score -3135330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3135352.500000 Penalty: 4943.271973
	Iteration 31Q: 3 clusters Score -3135352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3135375.250000 Penalty: 4943.271973
	Iteration 32Q: 3 clusters Score -3135375 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3135397.750000 Penalty: 4943.271973
	Iteration 33Q: 3 clusters Score -3135398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3135431.750000 Penalty: 4943.271973
	Iteration 34Q: 3 clusters Score -3135432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3135469.000000 Penalty: 4943.271973
	Iteration 35Q: 3 clusters Score -3135469 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3135526.500000 Penalty: 4943.271973
	Iteration 36Q: 3 clusters Score -3135526 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -3135573.000000 Penalty: 4943.271973
	Iteration 37Q: 3 clusters Score -3135573 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3135639.500000 Penalty: 4943.271973
	Iteration 38Q: 3 clusters Score -3135640 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3135709.250000 Penalty: 4943.271973
	Iteration 39Q: 3 clusters Score -3135709 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3135784.250000 Penalty: 4943.271973
	Iteration 40F: 3 clusters Score -3135784 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3135846.000000 Penalty: 4943.271973
	Iteration 41Q: 3 clusters Score -3135846 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3135907.250000 Penalty: 4943.271973
	Iteration 42Q: 3 clusters Score -3135907 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3135999.000000 Penalty: 4943.271973
	Iteration 43Q: 3 clusters Score -3135999 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3136075.500000 Penalty: 4943.271973
	Iteration 44Q: 3 clusters Score -3136076 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3136153.750000 Penalty: 4943.271973
	Iteration 45Q: 3 clusters Score -3136154 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3136242.250000 Penalty: 4943.271973
	Iteration 46Q: 3 clusters Score -3136242 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3136331.250000 Penalty: 4943.271973
	Iteration 47Q: 3 clusters Score -3136331 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3136435.000000 Penalty: 4943.271973
	Iteration 48Q: 3 clusters Score -3136435 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3136500.250000 Penalty: 4943.271973
	Iteration 49Q: 3 clusters Score -3136500 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3136591.500000 Penalty: 4943.271973
	Iteration 50Q: 3 clusters Score -3136592 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -3136672.500000 Penalty: 4943.271973
	Iteration 51Q: 3 clusters Score -3136672 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3136731.750000 Penalty: 4943.271973
	Iteration 52Q: 3 clusters Score -3136732 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3136803.750000 Penalty: 4943.271973
	Iteration 53Q: 3 clusters Score -3136804 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3136865.250000 Penalty: 4943.271973
	Iteration 54Q: 3 clusters Score -3136865 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -3136901.500000 Penalty: 4943.271973
	Iteration 55Q: 3 clusters Score -3136902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3136945.750000 Penalty: 4943.271973
	Iteration 56Q: 3 clusters Score -3136946 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -3136996.750000 Penalty: 4943.271973
	Iteration 57Q: 3 clusters Score -3136997 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3137028.750000 Penalty: 4943.271973
	Iteration 58Q: 3 clusters Score -3137029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3137053.750000 Penalty: 4943.271973
	Iteration 59Q: 3 clusters Score -3137054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3137081.750000 Penalty: 4943.271973
	Iteration 60F: 3 clusters Score -3137082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3137089.750000 Penalty: 4943.271973
	Iteration 61Q: 3 clusters Score -3137090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3137109.500000 Penalty: 4943.271973
	Iteration 62Q: 3 clusters Score -3137110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3137118.250000 Penalty: 4943.271973
	Iteration 63Q: 3 clusters Score -3137118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3137134.500000 Penalty: 4943.271973
	Iteration 64Q: 3 clusters Score -3137134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -3137146.500000 Penalty: 4943.271973
	Iteration 65Q: 3 clusters Score -3137146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3137159.500000 Penalty: 4943.271973
	Iteration 66Q: 3 clusters Score -3137160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3137159.500000 Penalty: 4943.271973
	Iteration 67Q: 3 clusters Score -3137160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3137174.000000 Penalty: 4943.271973
	Iteration 68Q: 3 clusters Score -3137174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -3137187.000000 Penalty: 4943.271973
	Iteration 69Q: 3 clusters Score -3137187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3137192.000000 Penalty: 4943.271973
	Iteration 70Q: 3 clusters Score -3137192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3137205.750000 Penalty: 4943.271973
	Iteration 71Q: 3 clusters Score -3137206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3137222.250000 Penalty: 4943.271973
	Iteration 72Q: 3 clusters Score -3137222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3137237.000000 Penalty: 4943.271973
	Iteration 73Q: 3 clusters Score -3137237 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3137251.000000 Penalty: 4943.271973
	Iteration 74Q: 3 clusters Score -3137251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -3137262.750000 Penalty: 4943.271973
	Iteration 75Q: 3 clusters Score -3137263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3137274.750000 Penalty: 4943.271973
	Iteration 76Q: 3 clusters Score -3137275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3137283.250000 Penalty: 4943.271973
	Iteration 77Q: 3 clusters Score -3137283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -3137295.250000 Penalty: 4943.271973
	Iteration 78Q: 3 clusters Score -3137295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3137300.000000 Penalty: 4943.271973
	Iteration 79Q: 3 clusters Score -3137300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3137302.250000 Penalty: 4943.271973
	Iteration 80F: 3 clusters Score -3137302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3137303.000000 Penalty: 4943.271973
	Iteration 81Q: 3 clusters Score -3137303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3137311.250000 Penalty: 4943.271973
	Iteration 82Q: 3 clusters Score -3137311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -3137320.750000 Penalty: 4943.271973
	Iteration 83Q: 3 clusters Score -3137321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3137324.750000 Penalty: 4943.271973
	Iteration 84Q: 3 clusters Score -3137325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3137325.250000 Penalty: 4943.271973
	Iteration 85Q: 3 clusters Score -3137325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3137332.250000 Penalty: 4943.271973
	Iteration 86Q: 3 clusters Score -3137332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3137330.000000 Penalty: 4943.271973
	Iteration 87Q: 3 clusters Score -3137330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3137334.000000 Penalty: 4943.271973
	Iteration 88Q: 3 clusters Score -3137334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3137334.000000 Penalty: 4943.271973
	Iteration 89Q: 3 clusters Score -3137334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3137334.000000 Penalty: 4943.271973
	Iteration 90Q: 3 clusters Score -3137334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3137339.750000 Penalty: 4943.271973
	Iteration 91Q: 3 clusters Score -3137340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3137335.250000 Penalty: 4943.271973
	Iteration 92Q: 3 clusters Score -3137335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3137339.250000 Penalty: 4943.271973
	Iteration 93Q: 3 clusters Score -3137339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -3137344.750000 Penalty: 4943.271973
	Iteration 94Q: 3 clusters Score -3137345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3137343.250000 Penalty: 4943.271973
	Iteration 95Q: 3 clusters Score -3137343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3137345.250000 Penalty: 4943.271973
	Iteration 96Q: 3 clusters Score -3137345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3137348.500000 Penalty: 4943.271973
	Iteration 97Q: 3 clusters Score -3137348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3137349.250000 Penalty: 4943.271973
	Iteration 98Q: 3 clusters Score -3137349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3137349.250000 Penalty: 4943.271973
	Iteration 99F: 3 clusters Score -3137349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -118804.625000 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -118804.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117001.281250 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -117001.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117326.890625 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -117326.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117433.734375 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -117433.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117507.867188 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -117507.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117615.546875 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -117615.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117712.742188 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -117712.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117837.507812 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -117837.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117930.781250 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -117930.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118040.398438 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -118040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118072.343750 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -118072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118099.609375 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -118099.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118114.125000 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -118114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118124.539062 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -118124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118127.671875 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -118127.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118134.773438 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -118134.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118145.750000 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -118145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118159.289062 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -118159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118166.906250 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -118166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118170.250000 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -118170.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118172.507812 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -118172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118172.507812 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -118172.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67196.937500 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67196.94 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67369.679688 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67369.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67425.937500 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -67425.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67454.117188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67454.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67471.250000 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67471.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67476.023438 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67476.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67479.898438 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67479.898438 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -67479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26371 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 18419 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31968 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 60199 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 51605 members 
Mstep: Class 30 contains 13268 members 
Mstep: Class 31 contains 97465 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80142 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97796 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21296 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115071824.000000 Penalty: 168590.921875
Iteration 279Q: 51 clusters Score -1.150718e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 18361 members 
Mstep: Class 10 contains 12040 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9898 members 
Mstep: Class 15 contains 60199 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 934 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51667 members 
Mstep: Class 30 contains 13271 members 
Mstep: Class 31 contains 97462 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 80137 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97799 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21298 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072136.000000 Penalty: 168590.921875
Iteration 280F: 51 clusters Score -1.150721e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36343 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 18307 members 
Mstep: Class 10 contains 12039 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9897 members 
Mstep: Class 15 contains 60200 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51729 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97461 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5588 members 
Mstep: Class 35 contains 168 members 
Mstep: Class 36 contains 80135 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5284 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29863 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97799 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21299 members 
Mstep: Class 49 contains 936 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072576.000000 Penalty: 168590.921875
Iteration 281Q: 51 clusters Score -1.150726e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 36344 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 18254 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31973 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 60203 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51793 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97460 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5589 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29856 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97799 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21300 members 
Mstep: Class 49 contains 938 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072584.000000 Penalty: 168590.921875
Iteration 282Q: 51 clusters Score -1.150726e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36344 members 
Mstep: Class 6 contains 26372 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 18182 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 60206 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8448 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51859 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97460 members 
Mstep: Class 32 contains 540 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 80132 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97804 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21299 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072536.000000 Penalty: 168590.921875
Iteration 283Q: 51 clusters Score -1.150725e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36346 members 
Mstep: Class 6 contains 26373 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 18100 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31974 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9894 members 
Mstep: Class 15 contains 60209 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19424 members 
Mstep: Class 25 contains 4255 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 51936 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29865 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97805 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21299 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072520.000000 Penalty: 168590.921875
Iteration 284Q: 51 clusters Score -1.150725e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 36346 members 
Mstep: Class 6 contains 26374 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 18023 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31975 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4253 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52001 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5590 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29871 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97808 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21299 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072632.000000 Penalty: 168590.921875
Iteration 285Q: 51 clusters Score -1.150726e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36347 members 
Mstep: Class 6 contains 26377 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 17955 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31976 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52060 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29874 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97812 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072552.000000 Penalty: 168590.921875
Iteration 286Q: 51 clusters Score -1.150726e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36349 members 
Mstep: Class 6 contains 26378 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 17891 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9889 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52117 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80139 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29877 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97814 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072456.000000 Penalty: 168590.921875
Iteration 287Q: 51 clusters Score -1.150725e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36352 members 
Mstep: Class 6 contains 26381 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 17822 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19425 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52174 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80140 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29886 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97822 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072472.000000 Penalty: 168590.921875
Iteration 288Q: 51 clusters Score -1.150725e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36352 members 
Mstep: Class 6 contains 26382 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 17750 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19426 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52233 members 
Mstep: Class 30 contains 13272 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5591 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80139 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29891 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97829 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072520.000000 Penalty: 168590.921875
Iteration 289Q: 51 clusters Score -1.150725e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 36352 members 
Mstep: Class 6 contains 26384 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 17681 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9884 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19427 members 
Mstep: Class 25 contains 4249 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52296 members 
Mstep: Class 30 contains 13273 members 
Mstep: Class 31 contains 97459 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5593 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80139 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29890 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97835 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072552.000000 Penalty: 168590.921875
Iteration 290Q: 51 clusters Score -1.150726e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36353 members 
Mstep: Class 6 contains 26388 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 17610 members 
Mstep: Class 10 contains 12038 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8440 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19427 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 26 contains 7243 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52349 members 
Mstep: Class 30 contains 13275 members 
Mstep: Class 31 contains 97455 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80136 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29891 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97843 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 168590.921875
Iteration 291Q: 51 clusters Score -1.150724e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36353 members 
Mstep: Class 6 contains 26389 members 
Mstep: Class 7 contains 11706 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 17545 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9877 members 
Mstep: Class 15 contains 60209 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4256 members 
Mstep: Class 26 contains 7244 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52410 members 
Mstep: Class 30 contains 13278 members 
Mstep: Class 31 contains 97455 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80132 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29889 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97848 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21302 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072384.000000 Penalty: 168590.921875
Iteration 292Q: 51 clusters Score -1.150724e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 36354 members 
Mstep: Class 6 contains 26393 members 
Mstep: Class 7 contains 11705 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 17499 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9874 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52457 members 
Mstep: Class 30 contains 13281 members 
Mstep: Class 31 contains 97454 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80129 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29885 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97849 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072560.000000 Penalty: 168590.921875
Iteration 293Q: 51 clusters Score -1.150726e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 26397 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17463 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31981 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9870 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 52494 members 
Mstep: Class 30 contains 13282 members 
Mstep: Class 31 contains 97454 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29881 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97859 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072656.000000 Penalty: 168590.921875
Iteration 294Q: 51 clusters Score -1.150727e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17416 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 31981 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9867 members 
Mstep: Class 15 contains 60206 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3198 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7245 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 52541 members 
Mstep: Class 30 contains 13284 members 
Mstep: Class 31 contains 97453 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29879 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97859 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072728.000000 Penalty: 168590.921875
Iteration 295Q: 51 clusters Score -1.150727e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36358 members 
Mstep: Class 6 contains 26401 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17367 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 60205 members 
Mstep: Class 16 contains 9639 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7246 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 52583 members 
Mstep: Class 30 contains 13286 members 
Mstep: Class 31 contains 97451 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29877 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97864 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072688.000000 Penalty: 168590.921875
Iteration 296Q: 51 clusters Score -1.150727e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17312 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60203 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7247 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52631 members 
Mstep: Class 30 contains 13288 members 
Mstep: Class 31 contains 97451 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29872 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97872 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072688.000000 Penalty: 168590.921875
Iteration 297Q: 51 clusters Score -1.150727e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8052 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31980 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 60204 members 
Mstep: Class 16 contains 9640 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4257 members 
Mstep: Class 26 contains 7249 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52679 members 
Mstep: Class 30 contains 13289 members 
Mstep: Class 31 contains 97451 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29868 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97881 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21302 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072656.000000 Penalty: 168590.921875
Iteration 298Q: 51 clusters Score -1.150727e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18605 members 
Mstep: Class 9 contains 17205 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60203 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 7250 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52717 members 
Mstep: Class 30 contains 13290 members 
Mstep: Class 31 contains 97451 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29866 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97892 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072624.000000 Penalty: 168590.921875
Iteration 299Q: 51 clusters Score -1.150726e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17173 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60203 members 
Mstep: Class 16 contains 9642 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8291 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52748 members 
Mstep: Class 30 contains 13290 members 
Mstep: Class 31 contains 97451 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29863 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97891 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21302 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072672.000000 Penalty: 168590.921875
Iteration 300F: 51 clusters Score -1.150727e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17142 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 31978 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60202 members 
Mstep: Class 16 contains 9643 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 8290 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4259 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 52777 members 
Mstep: Class 30 contains 13292 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29861 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97898 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2047 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 937 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072792.000000 Penalty: 168590.921875
Iteration 301Q: 51 clusters Score -1.150728e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 17107 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 31978 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60203 members 
Mstep: Class 16 contains 9645 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 933 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4260 members 
Mstep: Class 26 contains 7251 members 
Mstep: Class 27 contains 2350 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 52802 members 
Mstep: Class 30 contains 13293 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97903 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2048 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072776.000000 Penalty: 168590.921875
Iteration 302Q: 51 clusters Score -1.150728e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26402 members 
Mstep: Class 7 contains 11702 members 
Mstep: Class 8 contains 18603 members 
Mstep: Class 9 contains 17067 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60204 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4263 members 
Mstep: Class 26 contains 7252 members 
Mstep: Class 27 contains 2349 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 52829 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29858 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97909 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2051 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072776.000000 Penalty: 168590.921875
Iteration 303Q: 51 clusters Score -1.150728e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 17030 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60207 members 
Mstep: Class 16 contains 9645 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8442 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4264 members 
Mstep: Class 26 contains 7253 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 52853 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29856 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97919 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072768.000000 Penalty: 168590.921875
Iteration 304Q: 51 clusters Score -1.150728e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 16999 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60213 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5533 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8441 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6078 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4266 members 
Mstep: Class 26 contains 7254 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 52874 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80126 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29856 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97925 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072728.000000 Penalty: 168590.921875
Iteration 305Q: 51 clusters Score -1.150727e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8057 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 16976 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60213 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8439 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4268 members 
Mstep: Class 26 contains 7256 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52890 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29850 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97933 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072728.000000 Penalty: 168590.921875
Iteration 306Q: 51 clusters Score -1.150727e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36357 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 16949 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31977 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60216 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8437 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4274 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52908 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5283 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29849 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97935 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072672.000000 Penalty: 168590.921875
Iteration 307Q: 51 clusters Score -1.150727e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36359 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 16922 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31979 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60217 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4275 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52925 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5282 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29850 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97939 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072744.000000 Penalty: 168590.921875
Iteration 308Q: 51 clusters Score -1.150727e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36359 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 16900 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31981 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60220 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5531 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8434 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4278 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 52941 members 
Mstep: Class 30 contains 13295 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29847 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97947 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21301 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072816.000000 Penalty: 168590.921875
Iteration 309Q: 51 clusters Score -1.150728e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36358 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 16879 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31984 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60223 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8432 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8993 members 
Mstep: Class 29 contains 52955 members 
Mstep: Class 30 contains 13296 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29842 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97952 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21302 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072768.000000 Penalty: 168590.921875
Iteration 310Q: 51 clusters Score -1.150728e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36358 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 16867 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31985 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60222 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8430 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6077 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 52965 members 
Mstep: Class 30 contains 13296 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29840 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 97953 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21302 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072760.000000 Penalty: 168590.921875
Iteration 311Q: 51 clusters Score -1.150728e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36358 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 16851 members 
Mstep: Class 10 contains 12037 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31986 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60224 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 8297 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19428 members 
Mstep: Class 25 contains 4287 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 52976 members 
Mstep: Class 30 contains 13297 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5595 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29838 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97957 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072816.000000 Penalty: 168590.921875
Iteration 312Q: 51 clusters Score -1.150728e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5693 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36358 members 
Mstep: Class 6 contains 26400 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18590 members 
Mstep: Class 9 contains 16828 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31988 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60224 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6075 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 52991 members 
Mstep: Class 30 contains 13298 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5594 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97960 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072800.000000 Penalty: 168590.921875
Iteration 313Q: 51 clusters Score -1.150728e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36359 members 
Mstep: Class 6 contains 26399 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 16810 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31988 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9863 members 
Mstep: Class 15 contains 60224 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4286 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53004 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5594 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97961 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072744.000000 Penalty: 168590.921875
Iteration 314Q: 51 clusters Score -1.150727e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36360 members 
Mstep: Class 6 contains 26398 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 16789 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31989 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9862 members 
Mstep: Class 15 contains 60227 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53016 members 
Mstep: Class 30 contains 13301 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5596 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97967 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21303 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072768.000000 Penalty: 168590.921875
Iteration 315Q: 51 clusters Score -1.150728e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36360 members 
Mstep: Class 6 contains 26398 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 16769 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9860 members 
Mstep: Class 15 contains 60228 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53032 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5601 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29838 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97969 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21304 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072720.000000 Penalty: 168590.921875
Iteration 316Q: 51 clusters Score -1.150727e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36360 members 
Mstep: Class 6 contains 26398 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16750 members 
Mstep: Class 10 contains 12034 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9858 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4282 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53048 members 
Mstep: Class 30 contains 13299 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5604 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80132 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29837 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97972 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072712.000000 Penalty: 168590.921875
Iteration 317Q: 51 clusters Score -1.150727e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36360 members 
Mstep: Class 6 contains 26401 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16724 members 
Mstep: Class 10 contains 12033 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9855 members 
Mstep: Class 15 contains 60231 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53067 members 
Mstep: Class 30 contains 13299 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5605 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29838 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97979 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072768.000000 Penalty: 168590.921875
Iteration 318Q: 51 clusters Score -1.150728e+08 nChanged 48
Entering ConstructFrom: 
Score: -115072768.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Entering Unmasked Estep 
Score: -1604064.000000 Penalty: 2304.281738
	Iteration 0F: 2 clusters Score -1604064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1595901.000000 Penalty: 4608.563477
	Iteration 0F: 3 clusters Score -1595901 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1598374.125000 Penalty: 4608.563477
	Iteration 1F: 3 clusters Score -1598374 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1598645.750000 Penalty: 4608.563477
	Iteration 2F: 3 clusters Score -1598646 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1598816.625000 Penalty: 4608.563477
	Iteration 3Q: 3 clusters Score -1598817 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1598961.875000 Penalty: 4608.563477
	Iteration 4Q: 3 clusters Score -1598962 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1599102.750000 Penalty: 4608.563477
	Iteration 5Q: 3 clusters Score -1599103 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1599239.000000 Penalty: 4608.563477
	Iteration 6Q: 3 clusters Score -1599239 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1599416.750000 Penalty: 4608.563477
	Iteration 7Q: 3 clusters Score -1599417 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1599646.625000 Penalty: 4608.563477
	Iteration 8Q: 3 clusters Score -1599647 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1599970.875000 Penalty: 4608.563477
	Iteration 9Q: 3 clusters Score -1599971 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1600331.000000 Penalty: 4608.563477
	Iteration 10F: 3 clusters Score -1600331 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1600700.875000 Penalty: 4608.563477
	Iteration 11Q: 3 clusters Score -1600701 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1601077.750000 Penalty: 4608.563477
	Iteration 12Q: 3 clusters Score -1601078 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1601445.125000 Penalty: 4608.563477
	Iteration 13Q: 3 clusters Score -1601445 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1601718.750000 Penalty: 4608.563477
	Iteration 14Q: 3 clusters Score -1601719 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1601902.750000 Penalty: 4608.563477
	Iteration 15Q: 3 clusters Score -1601903 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1602033.000000 Penalty: 4608.563477
	Iteration 16Q: 3 clusters Score -1602033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1602120.375000 Penalty: 4608.563477
	Iteration 17Q: 3 clusters Score -1602120 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1602190.375000 Penalty: 4608.563477
	Iteration 18Q: 3 clusters Score -1602190 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1602257.625000 Penalty: 4608.563477
	Iteration 19Q: 3 clusters Score -1602258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1602326.000000 Penalty: 4608.563477
	Iteration 20F: 3 clusters Score -1602326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1602415.375000 Penalty: 4608.563477
	Iteration 21Q: 3 clusters Score -1602415 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1602560.500000 Penalty: 4608.563477
	Iteration 22Q: 3 clusters Score -1602560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1602756.875000 Penalty: 4608.563477
	Iteration 23Q: 3 clusters Score -1602757 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1602978.000000 Penalty: 4608.563477
	Iteration 24Q: 3 clusters Score -1602978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1603122.625000 Penalty: 4608.563477
	Iteration 25Q: 3 clusters Score -1603123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1603172.875000 Penalty: 4608.563477
	Iteration 26Q: 3 clusters Score -1603173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1603199.125000 Penalty: 4608.563477
	Iteration 27Q: 3 clusters Score -1603199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1603223.625000 Penalty: 4608.563477
	Iteration 28Q: 3 clusters Score -1603224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1603229.875000 Penalty: 4608.563477
	Iteration 29Q: 3 clusters Score -1603230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1603239.625000 Penalty: 4608.563477
	Iteration 30Q: 3 clusters Score -1603240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1603243.250000 Penalty: 4608.563477
	Iteration 31Q: 3 clusters Score -1603243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1603246.875000 Penalty: 4608.563477
	Iteration 32Q: 3 clusters Score -1603247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1603250.375000 Penalty: 4608.563477
	Iteration 33Q: 3 clusters Score -1603250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1603248.750000 Penalty: 4608.563477
	Iteration 34Q: 3 clusters Score -1603249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1603248.750000 Penalty: 4608.563477
	Iteration 35F: 3 clusters Score -1603249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -820685.687500 Penalty: 2144.541260
	Iteration 0F: 2 clusters Score -820685.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -815738.937500 Penalty: 4289.082520
	Iteration 0F: 3 clusters Score -815738.9 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -817203.875000 Penalty: 4289.082520
	Iteration 1F: 3 clusters Score -817203.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -817620.062500 Penalty: 4289.082520
	Iteration 2F: 3 clusters Score -817620.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -817929.750000 Penalty: 4289.082520
	Iteration 3F: 3 clusters Score -817929.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -818139.500000 Penalty: 4289.082520
	Iteration 4F: 3 clusters Score -818139.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -818327.187500 Penalty: 4289.082520
	Iteration 5Q: 3 clusters Score -818327.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -818521.500000 Penalty: 4289.082520
	Iteration 6Q: 3 clusters Score -818521.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -818695.500000 Penalty: 4289.082520
	Iteration 7Q: 3 clusters Score -818695.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -818841.250000 Penalty: 4289.082520
	Iteration 8Q: 3 clusters Score -818841.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -818955.375000 Penalty: 4289.082520
	Iteration 9Q: 3 clusters Score -818955.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -819046.375000 Penalty: 4289.082520
	Iteration 10Q: 3 clusters Score -819046.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -819110.500000 Penalty: 4289.082520
	Iteration 11Q: 3 clusters Score -819110.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -819151.625000 Penalty: 4289.082520
	Iteration 12Q: 3 clusters Score -819151.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -819176.687500 Penalty: 4289.082520
	Iteration 13Q: 3 clusters Score -819176.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -819195.625000 Penalty: 4289.082520
	Iteration 14Q: 3 clusters Score -819195.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -819208.187500 Penalty: 4289.082520
	Iteration 15Q: 3 clusters Score -819208.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -819217.750000 Penalty: 4289.082520
	Iteration 16Q: 3 clusters Score -819217.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -819224.062500 Penalty: 4289.082520
	Iteration 17Q: 3 clusters Score -819224.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -819227.625000 Penalty: 4289.082520
	Iteration 18Q: 3 clusters Score -819227.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -819231.625000 Penalty: 4289.082520
	Iteration 19Q: 3 clusters Score -819231.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -819234.000000 Penalty: 4289.082520
	Iteration 20F: 3 clusters Score -819234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -819236.812500 Penalty: 4289.082520
	Iteration 21Q: 3 clusters Score -819236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -819238.500000 Penalty: 4289.082520
	Iteration 22Q: 3 clusters Score -819238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -819239.500000 Penalty: 4289.082520
	Iteration 23Q: 3 clusters Score -819239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -819239.687500 Penalty: 4289.082520
	Iteration 24Q: 3 clusters Score -819239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -819240.812500 Penalty: 4289.082520
	Iteration 25Q: 3 clusters Score -819240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -819241.250000 Penalty: 4289.082520
	Iteration 26Q: 3 clusters Score -819241.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -819243.625000 Penalty: 4289.082520
	Iteration 27Q: 3 clusters Score -819243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -819244.250000 Penalty: 4289.082520
	Iteration 28Q: 3 clusters Score -819244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -819244.562500 Penalty: 4289.082520
	Iteration 29Q: 3 clusters Score -819244.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -819245.687500 Penalty: 4289.082520
	Iteration 30Q: 3 clusters Score -819245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -819248.312500 Penalty: 4289.082520
	Iteration 31Q: 3 clusters Score -819248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -819248.375000 Penalty: 4289.082520
	Iteration 32Q: 3 clusters Score -819248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -819248.375000 Penalty: 4289.082520
	Iteration 33F: 3 clusters Score -819248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Entering Unmasked Estep 
Score: -2498791.250000 Penalty: 2412.085938
	Iteration 0F: 2 clusters Score -2498791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2486803.500000 Penalty: 4824.171875
	Iteration 0F: 3 clusters Score -2486804 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2490779.500000 Penalty: 4824.171875
	Iteration 1F: 3 clusters Score -2490780 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2491379.750000 Penalty: 4824.171875
	Iteration 2F: 3 clusters Score -2491380 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2491958.250000 Penalty: 4824.171875
	Iteration 3F: 3 clusters Score -2491958 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2492496.750000 Penalty: 4824.171875
	Iteration 4F: 3 clusters Score -2492497 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2493060.500000 Penalty: 4824.171875
	Iteration 5F: 3 clusters Score -2493060 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2493565.000000 Penalty: 4824.171875
	Iteration 6F: 3 clusters Score -2493565 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2493988.250000 Penalty: 4824.171875
	Iteration 7Q: 3 clusters Score -2493988 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2494335.250000 Penalty: 4824.171875
	Iteration 8Q: 3 clusters Score -2494335 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2494612.500000 Penalty: 4824.171875
	Iteration 9Q: 3 clusters Score -2494612 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2494848.750000 Penalty: 4824.171875
	Iteration 10Q: 3 clusters Score -2494849 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2495062.750000 Penalty: 4824.171875
	Iteration 11Q: 3 clusters Score -2495063 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2495201.000000 Penalty: 4824.171875
	Iteration 12Q: 3 clusters Score -2495201 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2495338.250000 Penalty: 4824.171875
	Iteration 13Q: 3 clusters Score -2495338 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2495429.000000 Penalty: 4824.171875
	Iteration 14Q: 3 clusters Score -2495429 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -2495530.250000 Penalty: 4824.171875
	Iteration 15Q: 3 clusters Score -2495530 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2495625.500000 Penalty: 4824.171875
	Iteration 16Q: 3 clusters Score -2495626 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2495700.250000 Penalty: 4824.171875
	Iteration 17Q: 3 clusters Score -2495700 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2495792.250000 Penalty: 4824.171875
	Iteration 18Q: 3 clusters Score -2495792 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2495876.000000 Penalty: 4824.171875
	Iteration 19Q: 3 clusters Score -2495876 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2495937.000000 Penalty: 4824.171875
	Iteration 20F: 3 clusters Score -2495937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2496008.000000 Penalty: 4824.171875
	Iteration 21Q: 3 clusters Score -2496008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2496087.250000 Penalty: 4824.171875
	Iteration 22Q: 3 clusters Score -2496087 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2496147.500000 Penalty: 4824.171875
	Iteration 23Q: 3 clusters Score -2496148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2496217.750000 Penalty: 4824.171875
	Iteration 24Q: 3 clusters Score -2496218 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2496281.750000 Penalty: 4824.171875
	Iteration 25Q: 3 clusters Score -2496282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2496339.000000 Penalty: 4824.171875
	Iteration 26Q: 3 clusters Score -2496339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2496397.750000 Penalty: 4824.171875
	Iteration 27Q: 3 clusters Score -2496398 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2496451.250000 Penalty: 4824.171875
	Iteration 28Q: 3 clusters Score -2496451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2496494.500000 Penalty: 4824.171875
	Iteration 29Q: 3 clusters Score -2496494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2496529.750000 Penalty: 4824.171875
	Iteration 30Q: 3 clusters Score -2496530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2496562.500000 Penalty: 4824.171875
	Iteration 31Q: 3 clusters Score -2496562 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2496597.250000 Penalty: 4824.171875
	Iteration 32Q: 3 clusters Score -2496597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2496611.000000 Penalty: 4824.171875
	Iteration 33Q: 3 clusters Score -2496611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2496642.750000 Penalty: 4824.171875
	Iteration 34Q: 3 clusters Score -2496643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2496663.250000 Penalty: 4824.171875
	Iteration 35Q: 3 clusters Score -2496663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -2496672.500000 Penalty: 4824.171875
	Iteration 36Q: 3 clusters Score -2496672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2496688.250000 Penalty: 4824.171875
	Iteration 37Q: 3 clusters Score -2496688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2496697.000000 Penalty: 4824.171875
	Iteration 38Q: 3 clusters Score -2496697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2496702.750000 Penalty: 4824.171875
	Iteration 39Q: 3 clusters Score -2496703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2496719.750000 Penalty: 4824.171875
	Iteration 40F: 3 clusters Score -2496720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2496731.750000 Penalty: 4824.171875
	Iteration 41Q: 3 clusters Score -2496732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2496747.500000 Penalty: 4824.171875
	Iteration 42Q: 3 clusters Score -2496748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2496759.750000 Penalty: 4824.171875
	Iteration 43Q: 3 clusters Score -2496760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2496758.750000 Penalty: 4824.171875
	Iteration 44Q: 3 clusters Score -2496759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2496763.500000 Penalty: 4824.171875
	Iteration 45Q: 3 clusters Score -2496764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2496765.000000 Penalty: 4824.171875
	Iteration 46Q: 3 clusters Score -2496765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2496773.250000 Penalty: 4824.171875
	Iteration 47Q: 3 clusters Score -2496773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2496770.000000 Penalty: 4824.171875
	Iteration 48Q: 3 clusters Score -2496770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2496771.500000 Penalty: 4824.171875
	Iteration 49Q: 3 clusters Score -2496772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2496772.750000 Penalty: 4824.171875
	Iteration 50Q: 3 clusters Score -2496773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -2496773.750000 Penalty: 4824.171875
	Iteration 51Q: 3 clusters Score -2496774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2496777.750000 Penalty: 4824.171875
	Iteration 52Q: 3 clusters Score -2496778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2496778.000000 Penalty: 4824.171875
	Iteration 53Q: 3 clusters Score -2496778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2496778.250000 Penalty: 4824.171875
	Iteration 54Q: 3 clusters Score -2496778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2496778.250000 Penalty: 4824.171875
	Iteration 55F: 3 clusters Score -2496778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -1131301.000000 Penalty: 2230.677979
	Iteration 0F: 2 clusters Score -1131301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1124916.125000 Penalty: 4461.355957
	Iteration 0F: 3 clusters Score -1124916 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1126764.250000 Penalty: 4461.355957
	Iteration 1F: 3 clusters Score -1126764 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1127227.625000 Penalty: 4461.355957
	Iteration 2F: 3 clusters Score -1127228 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1127692.625000 Penalty: 4461.355957
	Iteration 3F: 3 clusters Score -1127693 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1128241.500000 Penalty: 4461.355957
	Iteration 4F: 3 clusters Score -1128242 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1128877.250000 Penalty: 4461.355957
	Iteration 5F: 3 clusters Score -1128877 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1129409.500000 Penalty: 4461.355957
	Iteration 6F: 3 clusters Score -1129410 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1129787.250000 Penalty: 4461.355957
	Iteration 7F: 3 clusters Score -1129787 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1130067.250000 Penalty: 4461.355957
	Iteration 8Q: 3 clusters Score -1130067 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1130249.500000 Penalty: 4461.355957
	Iteration 9Q: 3 clusters Score -1130250 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1130374.750000 Penalty: 4461.355957
	Iteration 10Q: 3 clusters Score -1130375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1130465.125000 Penalty: 4461.355957
	Iteration 11Q: 3 clusters Score -1130465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1130530.375000 Penalty: 4461.355957
	Iteration 12Q: 3 clusters Score -1130530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1130581.000000 Penalty: 4461.355957
	Iteration 13Q: 3 clusters Score -1130581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1130629.250000 Penalty: 4461.355957
	Iteration 14Q: 3 clusters Score -1130629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1130666.375000 Penalty: 4461.355957
	Iteration 15Q: 3 clusters Score -1130666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1130690.875000 Penalty: 4461.355957
	Iteration 16Q: 3 clusters Score -1130691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1130713.000000 Penalty: 4461.355957
	Iteration 17Q: 3 clusters Score -1130713 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1130733.250000 Penalty: 4461.355957
	Iteration 18Q: 3 clusters Score -1130733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1130746.250000 Penalty: 4461.355957
	Iteration 19Q: 3 clusters Score -1130746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1130760.000000 Penalty: 4461.355957
	Iteration 20F: 3 clusters Score -1130760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1130771.500000 Penalty: 4461.355957
	Iteration 21Q: 3 clusters Score -1130772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1130781.000000 Penalty: 4461.355957
	Iteration 22Q: 3 clusters Score -1130781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1130792.750000 Penalty: 4461.355957
	Iteration 23Q: 3 clusters Score -1130793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1130802.750000 Penalty: 4461.355957
	Iteration 24Q: 3 clusters Score -1130803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1130806.750000 Penalty: 4461.355957
	Iteration 25Q: 3 clusters Score -1130807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1130811.250000 Penalty: 4461.355957
	Iteration 26Q: 3 clusters Score -1130811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1130814.375000 Penalty: 4461.355957
	Iteration 27Q: 3 clusters Score -1130814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1130816.250000 Penalty: 4461.355957
	Iteration 28Q: 3 clusters Score -1130816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1130814.625000 Penalty: 4461.355957
	Iteration 29Q: 3 clusters Score -1130815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1130816.375000 Penalty: 4461.355957
	Iteration 30Q: 3 clusters Score -1130816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1130821.500000 Penalty: 4461.355957
	Iteration 31Q: 3 clusters Score -1130822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1130821.750000 Penalty: 4461.355957
	Iteration 32Q: 3 clusters Score -1130822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1130821.750000 Penalty: 4461.355957
	Iteration 33F: 3 clusters Score -1130822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Entering Unmasked Estep 
Score: -5450470.500000 Penalty: 2604.317383
	Iteration 0F: 2 clusters Score -5450470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5425620.500000 Penalty: 5208.634766
	Iteration 0F: 3 clusters Score -5425620 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5434926.500000 Penalty: 5208.634766
	Iteration 1F: 3 clusters Score -5434926 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5435731.500000 Penalty: 5208.634766
	Iteration 2F: 3 clusters Score -5435732 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -5436661.500000 Penalty: 5208.634766
	Iteration 3F: 3 clusters Score -5436662 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5437982.500000 Penalty: 5208.634766
	Iteration 4F: 3 clusters Score -5437982 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5439890.000000 Penalty: 5208.634766
	Iteration 5F: 3 clusters Score -5439890 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -5442312.500000 Penalty: 5208.634766
	Iteration 6F: 3 clusters Score -5442312 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5444724.000000 Penalty: 5208.634766
	Iteration 7F: 3 clusters Score -5444724 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5446276.500000 Penalty: 5208.634766
	Iteration 8Q: 3 clusters Score -5446276 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5447111.500000 Penalty: 5208.634766
	Iteration 9Q: 3 clusters Score -5447112 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5447588.500000 Penalty: 5208.634766
	Iteration 10Q: 3 clusters Score -5447588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5447829.500000 Penalty: 5208.634766
	Iteration 11Q: 3 clusters Score -5447830 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5447963.000000 Penalty: 5208.634766
	Iteration 12Q: 3 clusters Score -5447963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5448044.000000 Penalty: 5208.634766
	Iteration 13Q: 3 clusters Score -5448044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5448099.000000 Penalty: 5208.634766
	Iteration 14Q: 3 clusters Score -5448099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5448120.000000 Penalty: 5208.634766
	Iteration 15Q: 3 clusters Score -5448120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5448140.000000 Penalty: 5208.634766
	Iteration 16Q: 3 clusters Score -5448140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5448151.000000 Penalty: 5208.634766
	Iteration 17Q: 3 clusters Score -5448151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5448156.500000 Penalty: 5208.634766
	Iteration 18Q: 3 clusters Score -5448156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5448169.000000 Penalty: 5208.634766
	Iteration 19Q: 3 clusters Score -5448169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5448175.000000 Penalty: 5208.634766
	Iteration 20F: 3 clusters Score -5448175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5448186.000000 Penalty: 5208.634766
	Iteration 21Q: 3 clusters Score -5448186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5448191.000000 Penalty: 5208.634766
	Iteration 22Q: 3 clusters Score -5448191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5448191.000000 Penalty: 5208.634766
	Iteration 23Q: 3 clusters Score -5448191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5448193.500000 Penalty: 5208.634766
	Iteration 24Q: 3 clusters Score -5448194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5448197.500000 Penalty: 5208.634766
	Iteration 25Q: 3 clusters Score -5448198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5448197.500000 Penalty: 5208.634766
	Iteration 26Q: 3 clusters Score -5448198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5448201.000000 Penalty: 5208.634766
	Iteration 27Q: 3 clusters Score -5448201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5448207.000000 Penalty: 5208.634766
	Iteration 28Q: 3 clusters Score -5448207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5448211.000000 Penalty: 5208.634766
	Iteration 29Q: 3 clusters Score -5448211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5448214.500000 Penalty: 5208.634766
	Iteration 30Q: 3 clusters Score -5448214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5448222.000000 Penalty: 5208.634766
	Iteration 31Q: 3 clusters Score -5448222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5448222.000000 Penalty: 5208.634766
	Iteration 32Q: 3 clusters Score -5448222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5448222.000000 Penalty: 5208.634766
	Iteration 33F: 3 clusters Score -5448222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Entering Unmasked Estep 
Score: -3948212.750000 Penalty: 2524.955078
	Iteration 0F: 2 clusters Score -3948213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3929916.500000 Penalty: 5049.910156
	Iteration 0F: 3 clusters Score -3929916 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3936390.500000 Penalty: 5049.910156
	Iteration 1F: 3 clusters Score -3936390 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3936956.750000 Penalty: 5049.910156
	Iteration 2F: 3 clusters Score -3936957 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3937412.000000 Penalty: 5049.910156
	Iteration 3Q: 3 clusters Score -3937412 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -3937861.250000 Penalty: 5049.910156
	Iteration 4Q: 3 clusters Score -3937861 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3938321.750000 Penalty: 5049.910156
	Iteration 5Q: 3 clusters Score -3938322 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3938809.750000 Penalty: 5049.910156
	Iteration 6Q: 3 clusters Score -3938810 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3939261.750000 Penalty: 5049.910156
	Iteration 7Q: 3 clusters Score -3939262 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3939670.500000 Penalty: 5049.910156
	Iteration 8Q: 3 clusters Score -3939670 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3940004.000000 Penalty: 5049.910156
	Iteration 9Q: 3 clusters Score -3940004 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3940287.500000 Penalty: 5049.910156
	Iteration 10Q: 3 clusters Score -3940288 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3940495.000000 Penalty: 5049.910156
	Iteration 11Q: 3 clusters Score -3940495 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -3940683.750000 Penalty: 5049.910156
	Iteration 12Q: 3 clusters Score -3940684 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3940875.500000 Penalty: 5049.910156
	Iteration 13Q: 3 clusters Score -3940876 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -3941133.500000 Penalty: 5049.910156
	Iteration 14Q: 3 clusters Score -3941134 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3941420.000000 Penalty: 5049.910156
	Iteration 15Q: 3 clusters Score -3941420 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3941745.000000 Penalty: 5049.910156
	Iteration 16Q: 3 clusters Score -3941745 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3942100.750000 Penalty: 5049.910156
	Iteration 17Q: 3 clusters Score -3942101 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3942562.750000 Penalty: 5049.910156
	Iteration 18Q: 3 clusters Score -3942563 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -3943058.000000 Penalty: 5049.910156
	Iteration 19Q: 3 clusters Score -3943058 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3943563.250000 Penalty: 5049.910156
	Iteration 20F: 3 clusters Score -3943563 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3944062.750000 Penalty: 5049.910156
	Iteration 21Q: 3 clusters Score -3944063 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3944544.500000 Penalty: 5049.910156
	Iteration 22Q: 3 clusters Score -3944544 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3944983.500000 Penalty: 5049.910156
	Iteration 23Q: 3 clusters Score -3944984 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -3945263.000000 Penalty: 5049.910156
	Iteration 24Q: 3 clusters Score -3945263 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3945478.500000 Penalty: 5049.910156
	Iteration 25Q: 3 clusters Score -3945478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3945652.250000 Penalty: 5049.910156
	Iteration 26Q: 3 clusters Score -3945652 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3945743.750000 Penalty: 5049.910156
	Iteration 27Q: 3 clusters Score -3945744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3945835.750000 Penalty: 5049.910156
	Iteration 28Q: 3 clusters Score -3945836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3945898.250000 Penalty: 5049.910156
	Iteration 29Q: 3 clusters Score -3945898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3945937.000000 Penalty: 5049.910156
	Iteration 30Q: 3 clusters Score -3945937 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3945988.500000 Penalty: 5049.910156
	Iteration 31Q: 3 clusters Score -3945988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3946023.750000 Penalty: 5049.910156
	Iteration 32Q: 3 clusters Score -3946024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3946060.500000 Penalty: 5049.910156
	Iteration 33Q: 3 clusters Score -3946060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3946090.250000 Penalty: 5049.910156
	Iteration 34Q: 3 clusters Score -3946090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3946113.750000 Penalty: 5049.910156
	Iteration 35Q: 3 clusters Score -3946114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3946123.250000 Penalty: 5049.910156
	Iteration 36Q: 3 clusters Score -3946123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3946130.250000 Penalty: 5049.910156
	Iteration 37Q: 3 clusters Score -3946130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3946140.500000 Penalty: 5049.910156
	Iteration 38Q: 3 clusters Score -3946140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3946145.500000 Penalty: 5049.910156
	Iteration 39Q: 3 clusters Score -3946146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3946148.000000 Penalty: 5049.910156
	Iteration 40F: 3 clusters Score -3946148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3946147.500000 Penalty: 5049.910156
	Iteration 41Q: 3 clusters Score -3946148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3946153.750000 Penalty: 5049.910156
	Iteration 42Q: 3 clusters Score -3946154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3946155.250000 Penalty: 5049.910156
	Iteration 43Q: 3 clusters Score -3946155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3946158.750000 Penalty: 5049.910156
	Iteration 44Q: 3 clusters Score -3946159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3946159.250000 Penalty: 5049.910156
	Iteration 45Q: 3 clusters Score -3946159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3946163.250000 Penalty: 5049.910156
	Iteration 46Q: 3 clusters Score -3946163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3946164.000000 Penalty: 5049.910156
	Iteration 47Q: 3 clusters Score -3946164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3946162.250000 Penalty: 5049.910156
	Iteration 48Q: 3 clusters Score -3946162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3946161.000000 Penalty: 5049.910156
	Iteration 49Q: 3 clusters Score -3946161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3946164.250000 Penalty: 5049.910156
	Iteration 50Q: 3 clusters Score -3946164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3946167.750000 Penalty: 5049.910156
	Iteration 51Q: 3 clusters Score -3946168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3946173.500000 Penalty: 5049.910156
	Iteration 52Q: 3 clusters Score -3946174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3946172.000000 Penalty: 5049.910156
	Iteration 53Q: 3 clusters Score -3946172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3946175.000000 Penalty: 5049.910156
	Iteration 54Q: 3 clusters Score -3946175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3946179.000000 Penalty: 5049.910156
	Iteration 55Q: 3 clusters Score -3946179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3946187.250000 Penalty: 5049.910156
	Iteration 56Q: 3 clusters Score -3946187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3946191.500000 Penalty: 5049.910156
	Iteration 57Q: 3 clusters Score -3946192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3946193.250000 Penalty: 5049.910156
	Iteration 58Q: 3 clusters Score -3946193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3946193.500000 Penalty: 5049.910156
	Iteration 59Q: 3 clusters Score -3946194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3946196.750000 Penalty: 5049.910156
	Iteration 60F: 3 clusters Score -3946197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3946199.750000 Penalty: 5049.910156
	Iteration 61Q: 3 clusters Score -3946200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3946203.250000 Penalty: 5049.910156
	Iteration 62Q: 3 clusters Score -3946203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3946203.000000 Penalty: 5049.910156
	Iteration 63Q: 3 clusters Score -3946203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3946205.250000 Penalty: 5049.910156
	Iteration 64Q: 3 clusters Score -3946205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3946209.250000 Penalty: 5049.910156
	Iteration 65Q: 3 clusters Score -3946209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3946207.000000 Penalty: 5049.910156
	Iteration 66Q: 3 clusters Score -3946207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3946211.750000 Penalty: 5049.910156
	Iteration 67Q: 3 clusters Score -3946212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3946209.500000 Penalty: 5049.910156
	Iteration 68Q: 3 clusters Score -3946210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3946209.500000 Penalty: 5049.910156
	Iteration 69F: 3 clusters Score -3946210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -1734693.625000 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -1734694 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 5916 members 
Entering Unmasked Estep 
Score: -1725889.250000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -1725889 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1728448.875000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -1728449 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1728796.625000 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -1728797 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1729091.250000 Penalty: 4646.245117
	Iteration 3F: 3 clusters Score -1729091 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1729409.750000 Penalty: 4646.245117
	Iteration 4Q: 3 clusters Score -1729410 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1729799.250000 Penalty: 4646.245117
	Iteration 5F: 3 clusters Score -1729799 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1730282.875000 Penalty: 4646.245117
	Iteration 6F: 3 clusters Score -1730283 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1730817.250000 Penalty: 4646.245117
	Iteration 7F: 3 clusters Score -1730817 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1731380.375000 Penalty: 4646.245117
	Iteration 8F: 3 clusters Score -1731380 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1731873.125000 Penalty: 4646.245117
	Iteration 9F: 3 clusters Score -1731873 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1732283.250000 Penalty: 4646.245117
	Iteration 10Q: 3 clusters Score -1732283 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1732591.500000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -1732592 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1732807.250000 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -1732807 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1732940.750000 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -1732941 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1733032.500000 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -1733032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1733131.750000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -1733132 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1733219.750000 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -1733220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1733270.875000 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -1733271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1733303.250000 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -1733303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1733326.750000 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -1733327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1733339.250000 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -1733339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1733347.250000 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -1733347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1733352.125000 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -1733352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1733361.625000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -1733362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1733366.000000 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -1733366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1733369.500000 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -1733370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1733374.375000 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -1733374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1733376.000000 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -1733376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1733376.750000 Penalty: 4646.245117
	Iteration 28Q: 3 clusters Score -1733377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1733377.875000 Penalty: 4646.245117
	Iteration 29Q: 3 clusters Score -1733378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1733379.000000 Penalty: 4646.245117
	Iteration 30Q: 3 clusters Score -1733379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1733379.000000 Penalty: 4646.245117
	Iteration 31F: 3 clusters Score -1733379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -2570178.250000 Penalty: 2437.854004
	Iteration 0F: 2 clusters Score -2570178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2556827.500000 Penalty: 4875.708008
	Iteration 0F: 3 clusters Score -2556828 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2561629.000000 Penalty: 4875.708008
	Iteration 1F: 3 clusters Score -2561629 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2562589.750000 Penalty: 4875.708008
	Iteration 2F: 3 clusters Score -2562590 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2563534.750000 Penalty: 4875.708008
	Iteration 3F: 3 clusters Score -2563535 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2564339.750000 Penalty: 4875.708008
	Iteration 4F: 3 clusters Score -2564340 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2564925.250000 Penalty: 4875.708008
	Iteration 5F: 3 clusters Score -2564925 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2565337.250000 Penalty: 4875.708008
	Iteration 6Q: 3 clusters Score -2565337 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2565622.750000 Penalty: 4875.708008
	Iteration 7Q: 3 clusters Score -2565623 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2565785.750000 Penalty: 4875.708008
	Iteration 8Q: 3 clusters Score -2565786 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2565904.500000 Penalty: 4875.708008
	Iteration 9Q: 3 clusters Score -2565904 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2566023.750000 Penalty: 4875.708008
	Iteration 10Q: 3 clusters Score -2566024 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2566133.500000 Penalty: 4875.708008
	Iteration 11Q: 3 clusters Score -2566134 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2566233.750000 Penalty: 4875.708008
	Iteration 12Q: 3 clusters Score -2566234 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2566356.500000 Penalty: 4875.708008
	Iteration 13Q: 3 clusters Score -2566356 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2566459.500000 Penalty: 4875.708008
	Iteration 14Q: 3 clusters Score -2566460 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2566558.000000 Penalty: 4875.708008
	Iteration 15Q: 3 clusters Score -2566558 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2566646.500000 Penalty: 4875.708008
	Iteration 16Q: 3 clusters Score -2566646 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2566744.000000 Penalty: 4875.708008
	Iteration 17Q: 3 clusters Score -2566744 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2566839.000000 Penalty: 4875.708008
	Iteration 18Q: 3 clusters Score -2566839 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2566907.000000 Penalty: 4875.708008
	Iteration 19Q: 3 clusters Score -2566907 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2566954.750000 Penalty: 4875.708008
	Iteration 20F: 3 clusters Score -2566955 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2567002.500000 Penalty: 4875.708008
	Iteration 21Q: 3 clusters Score -2567002 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2567039.500000 Penalty: 4875.708008
	Iteration 22Q: 3 clusters Score -2567040 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2567076.750000 Penalty: 4875.708008
	Iteration 23Q: 3 clusters Score -2567077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2567107.500000 Penalty: 4875.708008
	Iteration 24Q: 3 clusters Score -2567108 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2567130.250000 Penalty: 4875.708008
	Iteration 25Q: 3 clusters Score -2567130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2567137.000000 Penalty: 4875.708008
	Iteration 26Q: 3 clusters Score -2567137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2567161.000000 Penalty: 4875.708008
	Iteration 27Q: 3 clusters Score -2567161 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2567176.500000 Penalty: 4875.708008
	Iteration 28Q: 3 clusters Score -2567176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2567191.250000 Penalty: 4875.708008
	Iteration 29Q: 3 clusters Score -2567191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2567195.750000 Penalty: 4875.708008
	Iteration 30Q: 3 clusters Score -2567196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2567205.250000 Penalty: 4875.708008
	Iteration 31Q: 3 clusters Score -2567205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2567206.500000 Penalty: 4875.708008
	Iteration 32Q: 3 clusters Score -2567206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2567222.750000 Penalty: 4875.708008
	Iteration 33Q: 3 clusters Score -2567223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2567229.750000 Penalty: 4875.708008
	Iteration 34Q: 3 clusters Score -2567230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2567235.250000 Penalty: 4875.708008
	Iteration 35Q: 3 clusters Score -2567235 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2567242.000000 Penalty: 4875.708008
	Iteration 36Q: 3 clusters Score -2567242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2567249.250000 Penalty: 4875.708008
	Iteration 37Q: 3 clusters Score -2567249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2567259.750000 Penalty: 4875.708008
	Iteration 38Q: 3 clusters Score -2567260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2567269.000000 Penalty: 4875.708008
	Iteration 39Q: 3 clusters Score -2567269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2567277.750000 Penalty: 4875.708008
	Iteration 40F: 3 clusters Score -2567278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2567272.750000 Penalty: 4875.708008
	Iteration 41Q: 3 clusters Score -2567273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2567282.500000 Penalty: 4875.708008
	Iteration 42Q: 3 clusters Score -2567282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2567295.750000 Penalty: 4875.708008
	Iteration 43Q: 3 clusters Score -2567296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2567304.250000 Penalty: 4875.708008
	Iteration 44Q: 3 clusters Score -2567304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2567316.250000 Penalty: 4875.708008
	Iteration 45Q: 3 clusters Score -2567316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2567323.500000 Penalty: 4875.708008
	Iteration 46Q: 3 clusters Score -2567324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2567326.000000 Penalty: 4875.708008
	Iteration 47Q: 3 clusters Score -2567326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2567342.000000 Penalty: 4875.708008
	Iteration 48Q: 3 clusters Score -2567342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2567342.250000 Penalty: 4875.708008
	Iteration 49Q: 3 clusters Score -2567342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2567357.500000 Penalty: 4875.708008
	Iteration 50Q: 3 clusters Score -2567358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2567375.500000 Penalty: 4875.708008
	Iteration 51Q: 3 clusters Score -2567376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2567392.750000 Penalty: 4875.708008
	Iteration 52Q: 3 clusters Score -2567393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2567420.250000 Penalty: 4875.708008
	Iteration 53Q: 3 clusters Score -2567420 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2567435.750000 Penalty: 4875.708008
	Iteration 54Q: 3 clusters Score -2567436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2567458.000000 Penalty: 4875.708008
	Iteration 55Q: 3 clusters Score -2567458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2567479.000000 Penalty: 4875.708008
	Iteration 56Q: 3 clusters Score -2567479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -2567506.750000 Penalty: 4875.708008
	Iteration 57Q: 3 clusters Score -2567507 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2567529.000000 Penalty: 4875.708008
	Iteration 58Q: 3 clusters Score -2567529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2567539.250000 Penalty: 4875.708008
	Iteration 59Q: 3 clusters Score -2567539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2567556.500000 Penalty: 4875.708008
	Iteration 60F: 3 clusters Score -2567556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2567571.500000 Penalty: 4875.708008
	Iteration 61Q: 3 clusters Score -2567572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2567589.000000 Penalty: 4875.708008
	Iteration 62Q: 3 clusters Score -2567589 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2567601.750000 Penalty: 4875.708008
	Iteration 63Q: 3 clusters Score -2567602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2567614.000000 Penalty: 4875.708008
	Iteration 64Q: 3 clusters Score -2567614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2567621.250000 Penalty: 4875.708008
	Iteration 65Q: 3 clusters Score -2567621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2567627.500000 Penalty: 4875.708008
	Iteration 66Q: 3 clusters Score -2567628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2567639.250000 Penalty: 4875.708008
	Iteration 67Q: 3 clusters Score -2567639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2567652.000000 Penalty: 4875.708008
	Iteration 68Q: 3 clusters Score -2567652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2567658.500000 Penalty: 4875.708008
	Iteration 69Q: 3 clusters Score -2567658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2567679.500000 Penalty: 4875.708008
	Iteration 70Q: 3 clusters Score -2567680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2567686.000000 Penalty: 4875.708008
	Iteration 71Q: 3 clusters Score -2567686 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2567702.750000 Penalty: 4875.708008
	Iteration 72Q: 3 clusters Score -2567703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2567706.500000 Penalty: 4875.708008
	Iteration 73Q: 3 clusters Score -2567706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2567713.250000 Penalty: 4875.708008
	Iteration 74Q: 3 clusters Score -2567713 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2567727.250000 Penalty: 4875.708008
	Iteration 75Q: 3 clusters Score -2567727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2567734.250000 Penalty: 4875.708008
	Iteration 76Q: 3 clusters Score -2567734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2567747.500000 Penalty: 4875.708008
	Iteration 77Q: 3 clusters Score -2567748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2567761.000000 Penalty: 4875.708008
	Iteration 78Q: 3 clusters Score -2567761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2567758.750000 Penalty: 4875.708008
	Iteration 79Q: 3 clusters Score -2567759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2567765.500000 Penalty: 4875.708008
	Iteration 80F: 3 clusters Score -2567766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2567760.000000 Penalty: 4875.708008
	Iteration 81Q: 3 clusters Score -2567760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2567764.000000 Penalty: 4875.708008
	Iteration 82Q: 3 clusters Score -2567764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2567776.000000 Penalty: 4875.708008
	Iteration 83Q: 3 clusters Score -2567776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2567785.750000 Penalty: 4875.708008
	Iteration 84Q: 3 clusters Score -2567786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -2567791.500000 Penalty: 4875.708008
	Iteration 85Q: 3 clusters Score -2567792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2567800.750000 Penalty: 4875.708008
	Iteration 86Q: 3 clusters Score -2567801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2567804.000000 Penalty: 4875.708008
	Iteration 87Q: 3 clusters Score -2567804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2567819.500000 Penalty: 4875.708008
	Iteration 88Q: 3 clusters Score -2567820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2567821.000000 Penalty: 4875.708008
	Iteration 89Q: 3 clusters Score -2567821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2567837.000000 Penalty: 4875.708008
	Iteration 90Q: 3 clusters Score -2567837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2567835.000000 Penalty: 4875.708008
	Iteration 91Q: 3 clusters Score -2567835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2567845.000000 Penalty: 4875.708008
	Iteration 92Q: 3 clusters Score -2567845 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2567873.750000 Penalty: 4875.708008
	Iteration 93Q: 3 clusters Score -2567874 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2567883.500000 Penalty: 4875.708008
	Iteration 94Q: 3 clusters Score -2567884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2567899.750000 Penalty: 4875.708008
	Iteration 95Q: 3 clusters Score -2567900 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2567913.250000 Penalty: 4875.708008
	Iteration 96Q: 3 clusters Score -2567913 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2567922.250000 Penalty: 4875.708008
	Iteration 97Q: 3 clusters Score -2567922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2567941.000000 Penalty: 4875.708008
	Iteration 98Q: 3 clusters Score -2567941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2567967.000000 Penalty: 4875.708008
	Iteration 99Q: 3 clusters Score -2567967 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2567972.750000 Penalty: 4875.708008
	Iteration 100F: 3 clusters Score -2567973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2567988.500000 Penalty: 4875.708008
	Iteration 101Q: 3 clusters Score -2567988 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2568007.000000 Penalty: 4875.708008
	Iteration 102Q: 3 clusters Score -2568007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2568028.000000 Penalty: 4875.708008
	Iteration 103Q: 3 clusters Score -2568028 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2568044.750000 Penalty: 4875.708008
	Iteration 104Q: 3 clusters Score -2568045 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2568058.250000 Penalty: 4875.708008
	Iteration 105Q: 3 clusters Score -2568058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2568083.250000 Penalty: 4875.708008
	Iteration 106Q: 3 clusters Score -2568083 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2568098.750000 Penalty: 4875.708008
	Iteration 107Q: 3 clusters Score -2568099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -2568127.750000 Penalty: 4875.708008
	Iteration 108Q: 3 clusters Score -2568128 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2568167.500000 Penalty: 4875.708008
	Iteration 109Q: 3 clusters Score -2568168 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2568190.000000 Penalty: 4875.708008
	Iteration 110Q: 3 clusters Score -2568190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2568221.250000 Penalty: 4875.708008
	Iteration 111Q: 3 clusters Score -2568221 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2568250.750000 Penalty: 4875.708008
	Iteration 112Q: 3 clusters Score -2568251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -2568283.750000 Penalty: 4875.708008
	Iteration 113Q: 3 clusters Score -2568284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2568308.500000 Penalty: 4875.708008
	Iteration 114Q: 3 clusters Score -2568308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2568318.000000 Penalty: 4875.708008
	Iteration 115Q: 3 clusters Score -2568318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2568336.750000 Penalty: 4875.708008
	Iteration 116Q: 3 clusters Score -2568337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2568350.500000 Penalty: 4875.708008
	Iteration 117Q: 3 clusters Score -2568350 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2568379.250000 Penalty: 4875.708008
	Iteration 118Q: 3 clusters Score -2568379 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2568395.250000 Penalty: 4875.708008
	Iteration 119Q: 3 clusters Score -2568395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2568409.750000 Penalty: 4875.708008
	Iteration 120F: 3 clusters Score -2568410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2568440.000000 Penalty: 4875.708008
	Iteration 121Q: 3 clusters Score -2568440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2568455.000000 Penalty: 4875.708008
	Iteration 122Q: 3 clusters Score -2568455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -2568474.500000 Penalty: 4875.708008
	Iteration 123Q: 3 clusters Score -2568474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2568489.750000 Penalty: 4875.708008
	Iteration 124Q: 3 clusters Score -2568490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2568508.000000 Penalty: 4875.708008
	Iteration 125Q: 3 clusters Score -2568508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2568513.500000 Penalty: 4875.708008
	Iteration 126Q: 3 clusters Score -2568514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2568536.750000 Penalty: 4875.708008
	Iteration 127Q: 3 clusters Score -2568537 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2568544.750000 Penalty: 4875.708008
	Iteration 128Q: 3 clusters Score -2568545 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2568560.250000 Penalty: 4875.708008
	Iteration 129Q: 3 clusters Score -2568560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2568572.500000 Penalty: 4875.708008
	Iteration 130Q: 3 clusters Score -2568572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2568597.250000 Penalty: 4875.708008
	Iteration 131Q: 3 clusters Score -2568597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2568605.000000 Penalty: 4875.708008
	Iteration 132Q: 3 clusters Score -2568605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2568620.500000 Penalty: 4875.708008
	Iteration 133Q: 3 clusters Score -2568620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2568635.500000 Penalty: 4875.708008
	Iteration 134Q: 3 clusters Score -2568636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2568644.750000 Penalty: 4875.708008
	Iteration 135Q: 3 clusters Score -2568645 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2568665.500000 Penalty: 4875.708008
	Iteration 136Q: 3 clusters Score -2568666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2568697.750000 Penalty: 4875.708008
	Iteration 137Q: 3 clusters Score -2568698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2568718.250000 Penalty: 4875.708008
	Iteration 138Q: 3 clusters Score -2568718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2568750.750000 Penalty: 4875.708008
	Iteration 139Q: 3 clusters Score -2568751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -2568767.750000 Penalty: 4875.708008
	Iteration 140F: 3 clusters Score -2568768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2568788.000000 Penalty: 4875.708008
	Iteration 141Q: 3 clusters Score -2568788 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2568799.500000 Penalty: 4875.708008
	Iteration 142Q: 3 clusters Score -2568800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2568803.750000 Penalty: 4875.708008
	Iteration 143Q: 3 clusters Score -2568804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2568805.250000 Penalty: 4875.708008
	Iteration 144Q: 3 clusters Score -2568805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2568807.750000 Penalty: 4875.708008
	Iteration 145Q: 3 clusters Score -2568808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2568810.500000 Penalty: 4875.708008
	Iteration 146Q: 3 clusters Score -2568810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2568813.250000 Penalty: 4875.708008
	Iteration 147Q: 3 clusters Score -2568813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2568815.500000 Penalty: 4875.708008
	Iteration 148Q: 3 clusters Score -2568816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2568816.250000 Penalty: 4875.708008
	Iteration 149Q: 3 clusters Score -2568816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2568818.250000 Penalty: 4875.708008
	Iteration 150Q: 3 clusters Score -2568818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2568818.750000 Penalty: 4875.708008
	Iteration 151Q: 3 clusters Score -2568819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2568821.500000 Penalty: 4875.708008
	Iteration 152Q: 3 clusters Score -2568822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2568819.500000 Penalty: 4875.708008
	Iteration 153Q: 3 clusters Score -2568820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2568820.500000 Penalty: 4875.708008
	Iteration 154Q: 3 clusters Score -2568820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2568822.750000 Penalty: 4875.708008
	Iteration 155Q: 3 clusters Score -2568823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2568825.750000 Penalty: 4875.708008
	Iteration 156Q: 3 clusters Score -2568826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2568831.500000 Penalty: 4875.708008
	Iteration 157Q: 3 clusters Score -2568832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2568831.000000 Penalty: 4875.708008
	Iteration 158Q: 3 clusters Score -2568831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2568829.500000 Penalty: 4875.708008
	Iteration 159Q: 3 clusters Score -2568830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2568829.500000 Penalty: 4875.708008
	Iteration 160F: 3 clusters Score -2568830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Entering Unmasked Estep 
Score: -2519888.250000 Penalty: 2411.329834
	Iteration 0F: 2 clusters Score -2519888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2507938.000000 Penalty: 4822.659668
	Iteration 0F: 3 clusters Score -2507938 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2511665.000000 Penalty: 4822.659668
	Iteration 1F: 3 clusters Score -2511665 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2512055.250000 Penalty: 4822.659668
	Iteration 2F: 3 clusters Score -2512055 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2512446.000000 Penalty: 4822.659668
	Iteration 3F: 3 clusters Score -2512446 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2512841.250000 Penalty: 4822.659668
	Iteration 4Q: 3 clusters Score -2512841 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2513285.750000 Penalty: 4822.659668
	Iteration 5Q: 3 clusters Score -2513286 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2513883.750000 Penalty: 4822.659668
	Iteration 6F: 3 clusters Score -2513884 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2514557.000000 Penalty: 4822.659668
	Iteration 7F: 3 clusters Score -2514557 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -2515193.500000 Penalty: 4822.659668
	Iteration 8F: 3 clusters Score -2515194 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2515680.500000 Penalty: 4822.659668
	Iteration 9F: 3 clusters Score -2515680 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2515985.500000 Penalty: 4822.659668
	Iteration 10Q: 3 clusters Score -2515986 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2516166.750000 Penalty: 4822.659668
	Iteration 11Q: 3 clusters Score -2516167 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2516281.750000 Penalty: 4822.659668
	Iteration 12Q: 3 clusters Score -2516282 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2516345.750000 Penalty: 4822.659668
	Iteration 13Q: 3 clusters Score -2516346 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2516384.000000 Penalty: 4822.659668
	Iteration 14Q: 3 clusters Score -2516384 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2516393.250000 Penalty: 4822.659668
	Iteration 15Q: 3 clusters Score -2516393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2516411.250000 Penalty: 4822.659668
	Iteration 16Q: 3 clusters Score -2516411 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2516424.750000 Penalty: 4822.659668
	Iteration 17Q: 3 clusters Score -2516425 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2516435.750000 Penalty: 4822.659668
	Iteration 18Q: 3 clusters Score -2516436 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2516444.500000 Penalty: 4822.659668
	Iteration 19Q: 3 clusters Score -2516444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2516458.500000 Penalty: 4822.659668
	Iteration 20F: 3 clusters Score -2516458 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2516465.500000 Penalty: 4822.659668
	Iteration 21Q: 3 clusters Score -2516466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2516482.750000 Penalty: 4822.659668
	Iteration 22Q: 3 clusters Score -2516483 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2516492.750000 Penalty: 4822.659668
	Iteration 23Q: 3 clusters Score -2516493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -2516493.250000 Penalty: 4822.659668
	Iteration 24Q: 3 clusters Score -2516493 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2516501.250000 Penalty: 4822.659668
	Iteration 25Q: 3 clusters Score -2516501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2516515.500000 Penalty: 4822.659668
	Iteration 26Q: 3 clusters Score -2516516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2516522.750000 Penalty: 4822.659668
	Iteration 27Q: 3 clusters Score -2516523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2516528.250000 Penalty: 4822.659668
	Iteration 28Q: 3 clusters Score -2516528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2516547.750000 Penalty: 4822.659668
	Iteration 29Q: 3 clusters Score -2516548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2516560.250000 Penalty: 4822.659668
	Iteration 30Q: 3 clusters Score -2516560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -2516578.500000 Penalty: 4822.659668
	Iteration 31Q: 3 clusters Score -2516578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2516598.250000 Penalty: 4822.659668
	Iteration 32Q: 3 clusters Score -2516598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2516641.500000 Penalty: 4822.659668
	Iteration 33Q: 3 clusters Score -2516642 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2516684.750000 Penalty: 4822.659668
	Iteration 34Q: 3 clusters Score -2516685 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2516720.000000 Penalty: 4822.659668
	Iteration 35Q: 3 clusters Score -2516720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2516761.000000 Penalty: 4822.659668
	Iteration 36Q: 3 clusters Score -2516761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2516826.750000 Penalty: 4822.659668
	Iteration 37Q: 3 clusters Score -2516827 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2516877.000000 Penalty: 4822.659668
	Iteration 38Q: 3 clusters Score -2516877 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2516914.000000 Penalty: 4822.659668
	Iteration 39Q: 3 clusters Score -2516914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2516950.750000 Penalty: 4822.659668
	Iteration 40F: 3 clusters Score -2516951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2516989.000000 Penalty: 4822.659668
	Iteration 41Q: 3 clusters Score -2516989 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2517032.500000 Penalty: 4822.659668
	Iteration 42Q: 3 clusters Score -2517032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2517051.750000 Penalty: 4822.659668
	Iteration 43Q: 3 clusters Score -2517052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2517079.250000 Penalty: 4822.659668
	Iteration 44Q: 3 clusters Score -2517079 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2517104.500000 Penalty: 4822.659668
	Iteration 45Q: 3 clusters Score -2517104 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2517128.750000 Penalty: 4822.659668
	Iteration 46Q: 3 clusters Score -2517129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2517159.000000 Penalty: 4822.659668
	Iteration 47Q: 3 clusters Score -2517159 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2517183.250000 Penalty: 4822.659668
	Iteration 48Q: 3 clusters Score -2517183 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2517208.750000 Penalty: 4822.659668
	Iteration 49Q: 3 clusters Score -2517209 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2517225.250000 Penalty: 4822.659668
	Iteration 50Q: 3 clusters Score -2517225 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2517241.750000 Penalty: 4822.659668
	Iteration 51Q: 3 clusters Score -2517242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2517255.000000 Penalty: 4822.659668
	Iteration 52Q: 3 clusters Score -2517255 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2517267.000000 Penalty: 4822.659668
	Iteration 53Q: 3 clusters Score -2517267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2517284.000000 Penalty: 4822.659668
	Iteration 54Q: 3 clusters Score -2517284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2517297.750000 Penalty: 4822.659668
	Iteration 55Q: 3 clusters Score -2517298 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2517310.500000 Penalty: 4822.659668
	Iteration 56Q: 3 clusters Score -2517310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2517329.000000 Penalty: 4822.659668
	Iteration 57Q: 3 clusters Score -2517329 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2517370.500000 Penalty: 4822.659668
	Iteration 58Q: 3 clusters Score -2517370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2517390.750000 Penalty: 4822.659668
	Iteration 59Q: 3 clusters Score -2517391 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2517405.250000 Penalty: 4822.659668
	Iteration 60F: 3 clusters Score -2517405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2517435.000000 Penalty: 4822.659668
	Iteration 61Q: 3 clusters Score -2517435 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2517453.000000 Penalty: 4822.659668
	Iteration 62Q: 3 clusters Score -2517453 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2517481.500000 Penalty: 4822.659668
	Iteration 63Q: 3 clusters Score -2517482 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2517501.000000 Penalty: 4822.659668
	Iteration 64Q: 3 clusters Score -2517501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2517526.000000 Penalty: 4822.659668
	Iteration 65Q: 3 clusters Score -2517526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2517541.500000 Penalty: 4822.659668
	Iteration 66Q: 3 clusters Score -2517542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2517549.500000 Penalty: 4822.659668
	Iteration 67Q: 3 clusters Score -2517550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2517559.500000 Penalty: 4822.659668
	Iteration 68Q: 3 clusters Score -2517560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2517572.000000 Penalty: 4822.659668
	Iteration 69Q: 3 clusters Score -2517572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2517580.000000 Penalty: 4822.659668
	Iteration 70Q: 3 clusters Score -2517580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2517583.500000 Penalty: 4822.659668
	Iteration 71Q: 3 clusters Score -2517584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2517586.000000 Penalty: 4822.659668
	Iteration 72Q: 3 clusters Score -2517586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2517592.250000 Penalty: 4822.659668
	Iteration 73Q: 3 clusters Score -2517592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2517603.000000 Penalty: 4822.659668
	Iteration 74Q: 3 clusters Score -2517603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2517617.000000 Penalty: 4822.659668
	Iteration 75Q: 3 clusters Score -2517617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2517627.250000 Penalty: 4822.659668
	Iteration 76Q: 3 clusters Score -2517627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2517633.750000 Penalty: 4822.659668
	Iteration 77Q: 3 clusters Score -2517634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2517641.750000 Penalty: 4822.659668
	Iteration 78Q: 3 clusters Score -2517642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2517650.000000 Penalty: 4822.659668
	Iteration 79Q: 3 clusters Score -2517650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -2517660.250000 Penalty: 4822.659668
	Iteration 80F: 3 clusters Score -2517660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2517665.750000 Penalty: 4822.659668
	Iteration 81Q: 3 clusters Score -2517666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2517667.750000 Penalty: 4822.659668
	Iteration 82Q: 3 clusters Score -2517668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2517666.250000 Penalty: 4822.659668
	Iteration 83Q: 3 clusters Score -2517666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2517670.750000 Penalty: 4822.659668
	Iteration 84Q: 3 clusters Score -2517671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2517671.750000 Penalty: 4822.659668
	Iteration 85Q: 3 clusters Score -2517672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2517671.750000 Penalty: 4822.659668
	Iteration 86Q: 3 clusters Score -2517672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -2517668.500000 Penalty: 4822.659668
	Iteration 87Q: 3 clusters Score -2517668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2517666.250000 Penalty: 4822.659668
	Iteration 88Q: 3 clusters Score -2517666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2517669.000000 Penalty: 4822.659668
	Iteration 89Q: 3 clusters Score -2517669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2517676.500000 Penalty: 4822.659668
	Iteration 90Q: 3 clusters Score -2517676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2517668.000000 Penalty: 4822.659668
	Iteration 91Q: 3 clusters Score -2517668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -2517669.750000 Penalty: 4822.659668
	Iteration 92Q: 3 clusters Score -2517670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2517669.000000 Penalty: 4822.659668
	Iteration 93Q: 3 clusters Score -2517669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2517672.250000 Penalty: 4822.659668
	Iteration 94Q: 3 clusters Score -2517672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2517677.250000 Penalty: 4822.659668
	Iteration 95Q: 3 clusters Score -2517677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2517680.250000 Penalty: 4822.659668
	Iteration 96Q: 3 clusters Score -2517680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2517685.250000 Penalty: 4822.659668
	Iteration 97Q: 3 clusters Score -2517685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2517685.250000 Penalty: 4822.659668
	Iteration 98Q: 3 clusters Score -2517685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2517682.000000 Penalty: 4822.659668
	Iteration 99Q: 3 clusters Score -2517682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2517681.500000 Penalty: 4822.659668
	Iteration 100F: 3 clusters Score -2517682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2517686.500000 Penalty: 4822.659668
	Iteration 101Q: 3 clusters Score -2517686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2517680.500000 Penalty: 4822.659668
	Iteration 102Q: 3 clusters Score -2517680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2517686.500000 Penalty: 4822.659668
	Iteration 103Q: 3 clusters Score -2517686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2517687.500000 Penalty: 4822.659668
	Iteration 104Q: 3 clusters Score -2517688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2517687.750000 Penalty: 4822.659668
	Iteration 105Q: 3 clusters Score -2517688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2517695.750000 Penalty: 4822.659668
	Iteration 106Q: 3 clusters Score -2517696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2517700.750000 Penalty: 4822.659668
	Iteration 107Q: 3 clusters Score -2517701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2517704.500000 Penalty: 4822.659668
	Iteration 108Q: 3 clusters Score -2517704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2517719.750000 Penalty: 4822.659668
	Iteration 109Q: 3 clusters Score -2517720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2517726.750000 Penalty: 4822.659668
	Iteration 110Q: 3 clusters Score -2517727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2517741.000000 Penalty: 4822.659668
	Iteration 111Q: 3 clusters Score -2517741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2517750.000000 Penalty: 4822.659668
	Iteration 112Q: 3 clusters Score -2517750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2517753.750000 Penalty: 4822.659668
	Iteration 113Q: 3 clusters Score -2517754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2517770.250000 Penalty: 4822.659668
	Iteration 114Q: 3 clusters Score -2517770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2517768.000000 Penalty: 4822.659668
	Iteration 115Q: 3 clusters Score -2517768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2517783.250000 Penalty: 4822.659668
	Iteration 116Q: 3 clusters Score -2517783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2517794.500000 Penalty: 4822.659668
	Iteration 117Q: 3 clusters Score -2517794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2517794.000000 Penalty: 4822.659668
	Iteration 118Q: 3 clusters Score -2517794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2517792.500000 Penalty: 4822.659668
	Iteration 119Q: 3 clusters Score -2517792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2517802.250000 Penalty: 4822.659668
	Iteration 120F: 3 clusters Score -2517802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2517826.000000 Penalty: 4822.659668
	Iteration 121Q: 3 clusters Score -2517826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2517835.000000 Penalty: 4822.659668
	Iteration 122Q: 3 clusters Score -2517835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2517849.000000 Penalty: 4822.659668
	Iteration 123Q: 3 clusters Score -2517849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2517860.000000 Penalty: 4822.659668
	Iteration 124Q: 3 clusters Score -2517860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2517861.750000 Penalty: 4822.659668
	Iteration 125Q: 3 clusters Score -2517862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2517873.500000 Penalty: 4822.659668
	Iteration 126Q: 3 clusters Score -2517874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2517880.000000 Penalty: 4822.659668
	Iteration 127Q: 3 clusters Score -2517880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2517881.000000 Penalty: 4822.659668
	Iteration 128Q: 3 clusters Score -2517881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2517880.750000 Penalty: 4822.659668
	Iteration 129Q: 3 clusters Score -2517881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -2517888.750000 Penalty: 4822.659668
	Iteration 130Q: 3 clusters Score -2517889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2517888.500000 Penalty: 4822.659668
	Iteration 131Q: 3 clusters Score -2517888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2517889.250000 Penalty: 4822.659668
	Iteration 132Q: 3 clusters Score -2517889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2517900.750000 Penalty: 4822.659668
	Iteration 133Q: 3 clusters Score -2517901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2517899.000000 Penalty: 4822.659668
	Iteration 134Q: 3 clusters Score -2517899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2517901.250000 Penalty: 4822.659668
	Iteration 135Q: 3 clusters Score -2517901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2517907.000000 Penalty: 4822.659668
	Iteration 136Q: 3 clusters Score -2517907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2517904.250000 Penalty: 4822.659668
	Iteration 137Q: 3 clusters Score -2517904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2517908.000000 Penalty: 4822.659668
	Iteration 138Q: 3 clusters Score -2517908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2517906.000000 Penalty: 4822.659668
	Iteration 139Q: 3 clusters Score -2517906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2517905.250000 Penalty: 4822.659668
	Iteration 140F: 3 clusters Score -2517905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2517907.250000 Penalty: 4822.659668
	Iteration 141Q: 3 clusters Score -2517907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2517906.250000 Penalty: 4822.659668
	Iteration 142Q: 3 clusters Score -2517906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2517907.250000 Penalty: 4822.659668
	Iteration 143Q: 3 clusters Score -2517907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2517908.250000 Penalty: 4822.659668
	Iteration 144Q: 3 clusters Score -2517908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2517910.500000 Penalty: 4822.659668
	Iteration 145Q: 3 clusters Score -2517910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2517907.750000 Penalty: 4822.659668
	Iteration 146Q: 3 clusters Score -2517908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2517908.250000 Penalty: 4822.659668
	Iteration 147Q: 3 clusters Score -2517908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2517908.250000 Penalty: 4822.659668
	Iteration 148F: 3 clusters Score -2517908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1783919.625000 Penalty: 2330.040527
	Iteration 0F: 2 clusters Score -1783920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1775003.500000 Penalty: 4660.081055
	Iteration 0F: 3 clusters Score -1775004 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1777789.125000 Penalty: 4660.081055
	Iteration 1F: 3 clusters Score -1777789 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1778180.375000 Penalty: 4660.081055
	Iteration 2F: 3 clusters Score -1778180 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1778493.875000 Penalty: 4660.081055
	Iteration 3F: 3 clusters Score -1778494 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1778853.250000 Penalty: 4660.081055
	Iteration 4F: 3 clusters Score -1778853 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1779270.250000 Penalty: 4660.081055
	Iteration 5F: 3 clusters Score -1779270 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1779726.750000 Penalty: 4660.081055
	Iteration 6F: 3 clusters Score -1779727 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1780225.625000 Penalty: 4660.081055
	Iteration 7F: 3 clusters Score -1780226 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1780717.125000 Penalty: 4660.081055
	Iteration 8F: 3 clusters Score -1780717 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1781163.000000 Penalty: 4660.081055
	Iteration 9F: 3 clusters Score -1781163 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1781441.375000 Penalty: 4660.081055
	Iteration 10Q: 3 clusters Score -1781441 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1781644.625000 Penalty: 4660.081055
	Iteration 11Q: 3 clusters Score -1781645 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1781770.125000 Penalty: 4660.081055
	Iteration 12Q: 3 clusters Score -1781770 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1781869.875000 Penalty: 4660.081055
	Iteration 13Q: 3 clusters Score -1781870 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1781969.500000 Penalty: 4660.081055
	Iteration 14Q: 3 clusters Score -1781970 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1782047.000000 Penalty: 4660.081055
	Iteration 15Q: 3 clusters Score -1782047 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1782114.625000 Penalty: 4660.081055
	Iteration 16Q: 3 clusters Score -1782115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1782156.125000 Penalty: 4660.081055
	Iteration 17Q: 3 clusters Score -1782156 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1782204.875000 Penalty: 4660.081055
	Iteration 18Q: 3 clusters Score -1782205 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1782243.375000 Penalty: 4660.081055
	Iteration 19Q: 3 clusters Score -1782243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1782277.750000 Penalty: 4660.081055
	Iteration 20F: 3 clusters Score -1782278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1782302.750000 Penalty: 4660.081055
	Iteration 21Q: 3 clusters Score -1782303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1782333.500000 Penalty: 4660.081055
	Iteration 22Q: 3 clusters Score -1782334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1782354.375000 Penalty: 4660.081055
	Iteration 23Q: 3 clusters Score -1782354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1782375.500000 Penalty: 4660.081055
	Iteration 24Q: 3 clusters Score -1782376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1782409.500000 Penalty: 4660.081055
	Iteration 25Q: 3 clusters Score -1782410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1782457.250000 Penalty: 4660.081055
	Iteration 26Q: 3 clusters Score -1782457 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1782517.375000 Penalty: 4660.081055
	Iteration 27Q: 3 clusters Score -1782517 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1782580.500000 Penalty: 4660.081055
	Iteration 28Q: 3 clusters Score -1782580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1782655.625000 Penalty: 4660.081055
	Iteration 29Q: 3 clusters Score -1782656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1782726.750000 Penalty: 4660.081055
	Iteration 30Q: 3 clusters Score -1782727 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1782815.500000 Penalty: 4660.081055
	Iteration 31Q: 3 clusters Score -1782816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1782907.625000 Penalty: 4660.081055
	Iteration 32Q: 3 clusters Score -1782908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1782995.625000 Penalty: 4660.081055
	Iteration 33Q: 3 clusters Score -1782996 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1783060.875000 Penalty: 4660.081055
	Iteration 34Q: 3 clusters Score -1783061 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1783121.750000 Penalty: 4660.081055
	Iteration 35Q: 3 clusters Score -1783122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1783165.125000 Penalty: 4660.081055
	Iteration 36Q: 3 clusters Score -1783165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1783200.750000 Penalty: 4660.081055
	Iteration 37Q: 3 clusters Score -1783201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1783238.375000 Penalty: 4660.081055
	Iteration 38Q: 3 clusters Score -1783238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1783263.250000 Penalty: 4660.081055
	Iteration 39Q: 3 clusters Score -1783263 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1783286.500000 Penalty: 4660.081055
	Iteration 40F: 3 clusters Score -1783286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1783304.625000 Penalty: 4660.081055
	Iteration 41Q: 3 clusters Score -1783305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1783320.125000 Penalty: 4660.081055
	Iteration 42Q: 3 clusters Score -1783320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1783327.000000 Penalty: 4660.081055
	Iteration 43Q: 3 clusters Score -1783327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1783342.625000 Penalty: 4660.081055
	Iteration 44Q: 3 clusters Score -1783343 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1783362.375000 Penalty: 4660.081055
	Iteration 45Q: 3 clusters Score -1783362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1783381.500000 Penalty: 4660.081055
	Iteration 46Q: 3 clusters Score -1783382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1783392.750000 Penalty: 4660.081055
	Iteration 47Q: 3 clusters Score -1783393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1783391.500000 Penalty: 4660.081055
	Iteration 48Q: 3 clusters Score -1783392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1783393.000000 Penalty: 4660.081055
	Iteration 49Q: 3 clusters Score -1783393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1783402.750000 Penalty: 4660.081055
	Iteration 50Q: 3 clusters Score -1783403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1783403.125000 Penalty: 4660.081055
	Iteration 51Q: 3 clusters Score -1783403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1783403.125000 Penalty: 4660.081055
	Iteration 52F: 3 clusters Score -1783403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Entering Unmasked Estep 
Score: -1156439.250000 Penalty: 2232.974854
	Iteration 0F: 2 clusters Score -1156439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1149966.375000 Penalty: 4465.949707
	Iteration 0F: 3 clusters Score -1149966 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1151763.750000 Penalty: 4465.949707
	Iteration 1F: 3 clusters Score -1151764 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1152158.375000 Penalty: 4465.949707
	Iteration 2F: 3 clusters Score -1152158 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1152477.375000 Penalty: 4465.949707
	Iteration 3F: 3 clusters Score -1152477 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1152795.000000 Penalty: 4465.949707
	Iteration 4F: 3 clusters Score -1152795 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1153092.625000 Penalty: 4465.949707
	Iteration 5F: 3 clusters Score -1153093 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1153382.375000 Penalty: 4465.949707
	Iteration 6F: 3 clusters Score -1153382 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1153642.625000 Penalty: 4465.949707
	Iteration 7Q: 3 clusters Score -1153643 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1153880.375000 Penalty: 4465.949707
	Iteration 8Q: 3 clusters Score -1153880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1154058.500000 Penalty: 4465.949707
	Iteration 9Q: 3 clusters Score -1154058 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1154191.875000 Penalty: 4465.949707
	Iteration 10Q: 3 clusters Score -1154192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1154285.375000 Penalty: 4465.949707
	Iteration 11Q: 3 clusters Score -1154285 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1154352.875000 Penalty: 4465.949707
	Iteration 12Q: 3 clusters Score -1154353 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1154405.000000 Penalty: 4465.949707
	Iteration 13Q: 3 clusters Score -1154405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1154451.625000 Penalty: 4465.949707
	Iteration 14Q: 3 clusters Score -1154452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1154499.125000 Penalty: 4465.949707
	Iteration 15Q: 3 clusters Score -1154499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1154533.875000 Penalty: 4465.949707
	Iteration 16Q: 3 clusters Score -1154534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1154556.750000 Penalty: 4465.949707
	Iteration 17Q: 3 clusters Score -1154557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1154578.000000 Penalty: 4465.949707
	Iteration 18Q: 3 clusters Score -1154578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1154594.375000 Penalty: 4465.949707
	Iteration 19Q: 3 clusters Score -1154594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1154606.625000 Penalty: 4465.949707
	Iteration 20F: 3 clusters Score -1154607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1154618.375000 Penalty: 4465.949707
	Iteration 21Q: 3 clusters Score -1154618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1154626.625000 Penalty: 4465.949707
	Iteration 22Q: 3 clusters Score -1154627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1154632.375000 Penalty: 4465.949707
	Iteration 23Q: 3 clusters Score -1154632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1154640.750000 Penalty: 4465.949707
	Iteration 24Q: 3 clusters Score -1154641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1154642.750000 Penalty: 4465.949707
	Iteration 25Q: 3 clusters Score -1154643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1154647.250000 Penalty: 4465.949707
	Iteration 26Q: 3 clusters Score -1154647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1154653.875000 Penalty: 4465.949707
	Iteration 27Q: 3 clusters Score -1154654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1154663.250000 Penalty: 4465.949707
	Iteration 28Q: 3 clusters Score -1154663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1154671.125000 Penalty: 4465.949707
	Iteration 29Q: 3 clusters Score -1154671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1154676.000000 Penalty: 4465.949707
	Iteration 30Q: 3 clusters Score -1154676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1154675.875000 Penalty: 4465.949707
	Iteration 31Q: 3 clusters Score -1154676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1154676.625000 Penalty: 4465.949707
	Iteration 32Q: 3 clusters Score -1154677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1154682.375000 Penalty: 4465.949707
	Iteration 33Q: 3 clusters Score -1154682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1154684.375000 Penalty: 4465.949707
	Iteration 34Q: 3 clusters Score -1154684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1154682.250000 Penalty: 4465.949707
	Iteration 35Q: 3 clusters Score -1154682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1154685.750000 Penalty: 4465.949707
	Iteration 36Q: 3 clusters Score -1154686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1154691.125000 Penalty: 4465.949707
	Iteration 37Q: 3 clusters Score -1154691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1154694.500000 Penalty: 4465.949707
	Iteration 38Q: 3 clusters Score -1154694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1154695.250000 Penalty: 4465.949707
	Iteration 39Q: 3 clusters Score -1154695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1154698.750000 Penalty: 4465.949707
	Iteration 40F: 3 clusters Score -1154699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1154705.750000 Penalty: 4465.949707
	Iteration 41Q: 3 clusters Score -1154706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1154711.500000 Penalty: 4465.949707
	Iteration 42Q: 3 clusters Score -1154712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1154716.250000 Penalty: 4465.949707
	Iteration 43Q: 3 clusters Score -1154716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1154718.375000 Penalty: 4465.949707
	Iteration 44Q: 3 clusters Score -1154718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1154721.000000 Penalty: 4465.949707
	Iteration 45Q: 3 clusters Score -1154721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1154720.375000 Penalty: 4465.949707
	Iteration 46Q: 3 clusters Score -1154720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1154720.750000 Penalty: 4465.949707
	Iteration 47Q: 3 clusters Score -1154721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1154722.000000 Penalty: 4465.949707
	Iteration 48Q: 3 clusters Score -1154722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1154721.750000 Penalty: 4465.949707
	Iteration 49Q: 3 clusters Score -1154722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1154722.000000 Penalty: 4465.949707
	Iteration 50Q: 3 clusters Score -1154722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1154722.000000 Penalty: 4465.949707
	Iteration 51F: 3 clusters Score -1154722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Entering Unmasked Estep 
Score: -4765240.000000 Penalty: 2572.548340
	Iteration 0F: 2 clusters Score -4765240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4743405.500000 Penalty: 5145.096680
	Iteration 0F: 3 clusters Score -4743406 nChanged 14561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -4751428.500000 Penalty: 5145.096680
	Iteration 1F: 3 clusters Score -4751428 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4752180.000000 Penalty: 5145.096680
	Iteration 2F: 3 clusters Score -4752180 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4753165.500000 Penalty: 5145.096680
	Iteration 3F: 3 clusters Score -4753166 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4754427.500000 Penalty: 5145.096680
	Iteration 4F: 3 clusters Score -4754428 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4756020.000000 Penalty: 5145.096680
	Iteration 5F: 3 clusters Score -4756020 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4757687.500000 Penalty: 5145.096680
	Iteration 6F: 3 clusters Score -4757688 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4759369.500000 Penalty: 5145.096680
	Iteration 7F: 3 clusters Score -4759370 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4760724.500000 Penalty: 5145.096680
	Iteration 8Q: 3 clusters Score -4760724 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4761696.500000 Penalty: 5145.096680
	Iteration 9Q: 3 clusters Score -4761696 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -4762249.500000 Penalty: 5145.096680
	Iteration 10Q: 3 clusters Score -4762250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4762535.500000 Penalty: 5145.096680
	Iteration 11Q: 3 clusters Score -4762536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4762732.500000 Penalty: 5145.096680
	Iteration 12Q: 3 clusters Score -4762732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4762827.000000 Penalty: 5145.096680
	Iteration 13Q: 3 clusters Score -4762827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -4762893.000000 Penalty: 5145.096680
	Iteration 14Q: 3 clusters Score -4762893 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -4762931.500000 Penalty: 5145.096680
	Iteration 15Q: 3 clusters Score -4762932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -4762955.500000 Penalty: 5145.096680
	Iteration 16Q: 3 clusters Score -4762956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4762965.500000 Penalty: 5145.096680
	Iteration 17Q: 3 clusters Score -4762966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4762991.500000 Penalty: 5145.096680
	Iteration 18Q: 3 clusters Score -4762992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -4763012.500000 Penalty: 5145.096680
	Iteration 19Q: 3 clusters Score -4763012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4763026.000000 Penalty: 5145.096680
	Iteration 20F: 3 clusters Score -4763026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -4763031.000000 Penalty: 5145.096680
	Iteration 21Q: 3 clusters Score -4763031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -4763035.500000 Penalty: 5145.096680
	Iteration 22Q: 3 clusters Score -4763036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4763036.500000 Penalty: 5145.096680
	Iteration 23Q: 3 clusters Score -4763036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4763046.500000 Penalty: 5145.096680
	Iteration 24Q: 3 clusters Score -4763046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4763047.000000 Penalty: 5145.096680
	Iteration 25Q: 3 clusters Score -4763047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4763054.000000 Penalty: 5145.096680
	Iteration 26Q: 3 clusters Score -4763054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4763057.500000 Penalty: 5145.096680
	Iteration 27Q: 3 clusters Score -4763058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4763059.500000 Penalty: 5145.096680
	Iteration 28Q: 3 clusters Score -4763060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -4763061.500000 Penalty: 5145.096680
	Iteration 29Q: 3 clusters Score -4763062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4763062.000000 Penalty: 5145.096680
	Iteration 30Q: 3 clusters Score -4763062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4763062.000000 Penalty: 5145.096680
	Iteration 31F: 3 clusters Score -4763062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -58991.566406 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -58991.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57580.781250 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -57580.78 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57892.101562 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -57892.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58061.179688 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -58061.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58169.359375 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -58169.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58230.140625 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -58230.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58325.746094 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -58325.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58431.320312 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -58431.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58638.035156 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -58638.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58726.203125 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -58726.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58815.761719 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -58815.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58877.996094 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -58878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58931.421875 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -58931.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58943.679688 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -58943.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58954.765625 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -58954.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58956.289062 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -58956.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58958.082031 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -58958.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58958.082031 Penalty: 3072.425049
	Iteration 16F: 3 clusters Score -58958.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Entering Unmasked Estep 
Score: -1460584.750000 Penalty: 2280.441406
	Iteration 0F: 2 clusters Score -1460585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1452978.125000 Penalty: 4560.882812
	Iteration 0F: 3 clusters Score -1452978 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1455195.625000 Penalty: 4560.882812
	Iteration 1F: 3 clusters Score -1455196 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1455482.500000 Penalty: 4560.882812
	Iteration 2F: 3 clusters Score -1455482 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1455699.875000 Penalty: 4560.882812
	Iteration 3Q: 3 clusters Score -1455700 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1455875.375000 Penalty: 4560.882812
	Iteration 4Q: 3 clusters Score -1455875 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1456023.750000 Penalty: 4560.882812
	Iteration 5Q: 3 clusters Score -1456024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1456133.000000 Penalty: 4560.882812
	Iteration 6Q: 3 clusters Score -1456133 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1456226.750000 Penalty: 4560.882812
	Iteration 7Q: 3 clusters Score -1456227 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1456321.000000 Penalty: 4560.882812
	Iteration 8Q: 3 clusters Score -1456321 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1456430.000000 Penalty: 4560.882812
	Iteration 9Q: 3 clusters Score -1456430 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1456533.500000 Penalty: 4560.882812
	Iteration 10Q: 3 clusters Score -1456534 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1456657.750000 Penalty: 4560.882812
	Iteration 11Q: 3 clusters Score -1456658 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1456805.875000 Penalty: 4560.882812
	Iteration 12Q: 3 clusters Score -1456806 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1456980.625000 Penalty: 4560.882812
	Iteration 13Q: 3 clusters Score -1456981 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1457143.750000 Penalty: 4560.882812
	Iteration 14Q: 3 clusters Score -1457144 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1457306.875000 Penalty: 4560.882812
	Iteration 15Q: 3 clusters Score -1457307 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1457453.500000 Penalty: 4560.882812
	Iteration 16Q: 3 clusters Score -1457454 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1457571.000000 Penalty: 4560.882812
	Iteration 17Q: 3 clusters Score -1457571 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1457664.000000 Penalty: 4560.882812
	Iteration 18Q: 3 clusters Score -1457664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1457726.875000 Penalty: 4560.882812
	Iteration 19Q: 3 clusters Score -1457727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1457778.625000 Penalty: 4560.882812
	Iteration 20F: 3 clusters Score -1457779 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1457809.750000 Penalty: 4560.882812
	Iteration 21Q: 3 clusters Score -1457810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1457832.000000 Penalty: 4560.882812
	Iteration 22Q: 3 clusters Score -1457832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1457851.375000 Penalty: 4560.882812
	Iteration 23Q: 3 clusters Score -1457851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1457860.125000 Penalty: 4560.882812
	Iteration 24Q: 3 clusters Score -1457860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1457876.750000 Penalty: 4560.882812
	Iteration 25Q: 3 clusters Score -1457877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1457883.875000 Penalty: 4560.882812
	Iteration 26Q: 3 clusters Score -1457884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1457900.875000 Penalty: 4560.882812
	Iteration 27Q: 3 clusters Score -1457901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1457912.500000 Penalty: 4560.882812
	Iteration 28Q: 3 clusters Score -1457912 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1457922.875000 Penalty: 4560.882812
	Iteration 29Q: 3 clusters Score -1457923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1457931.750000 Penalty: 4560.882812
	Iteration 30Q: 3 clusters Score -1457932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1457936.500000 Penalty: 4560.882812
	Iteration 31Q: 3 clusters Score -1457936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1457947.000000 Penalty: 4560.882812
	Iteration 32Q: 3 clusters Score -1457947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1457953.500000 Penalty: 4560.882812
	Iteration 33Q: 3 clusters Score -1457954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1457955.000000 Penalty: 4560.882812
	Iteration 34Q: 3 clusters Score -1457955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1457951.375000 Penalty: 4560.882812
	Iteration 35Q: 3 clusters Score -1457951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1457951.875000 Penalty: 4560.882812
	Iteration 36Q: 3 clusters Score -1457952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1457951.875000 Penalty: 4560.882812
	Iteration 37Q: 3 clusters Score -1457952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1457953.750000 Penalty: 4560.882812
	Iteration 38Q: 3 clusters Score -1457954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1457953.625000 Penalty: 4560.882812
	Iteration 39Q: 3 clusters Score -1457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1457953.750000 Penalty: 4560.882812
	Iteration 40F: 3 clusters Score -1457954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1457952.500000 Penalty: 4560.882812
	Iteration 41Q: 3 clusters Score -1457952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1457952.500000 Penalty: 4560.882812
	Iteration 42F: 3 clusters Score -1457952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Entering Unmasked Estep 
Score: -8454920.000000 Penalty: 2729.490234
	Iteration 0F: 2 clusters Score -8454920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -8414676.000000 Penalty: 5458.980469
	Iteration 0F: 3 clusters Score -8414676 nChanged 27851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -8431068.000000 Penalty: 5458.980469
	Iteration 1F: 3 clusters Score -8431068 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -8432351.000000 Penalty: 5458.980469
	Iteration 2F: 3 clusters Score -8432351 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -8434115.000000 Penalty: 5458.980469
	Iteration 3F: 3 clusters Score -8434115 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -8436090.000000 Penalty: 5458.980469
	Iteration 4F: 3 clusters Score -8436090 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -8438150.000000 Penalty: 5458.980469
	Iteration 5F: 3 clusters Score -8438150 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -8439973.000000 Penalty: 5458.980469
	Iteration 6F: 3 clusters Score -8439973 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8441277.000000 Penalty: 5458.980469
	Iteration 7F: 3 clusters Score -8441277 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -8442136.000000 Penalty: 5458.980469
	Iteration 8Q: 3 clusters Score -8442136 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8442748.000000 Penalty: 5458.980469
	Iteration 9Q: 3 clusters Score -8442748 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -8443276.000000 Penalty: 5458.980469
	Iteration 10Q: 3 clusters Score -8443276 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8443692.000000 Penalty: 5458.980469
	Iteration 11Q: 3 clusters Score -8443692 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -8444145.000000 Penalty: 5458.980469
	Iteration 12Q: 3 clusters Score -8444145 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -8444610.000000 Penalty: 5458.980469
	Iteration 13Q: 3 clusters Score -8444610 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -8445184.000000 Penalty: 5458.980469
	Iteration 14Q: 3 clusters Score -8445184 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -8445865.000000 Penalty: 5458.980469
	Iteration 15Q: 3 clusters Score -8445865 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -8446636.000000 Penalty: 5458.980469
	Iteration 16Q: 3 clusters Score -8446636 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -8447544.000000 Penalty: 5458.980469
	Iteration 17Q: 3 clusters Score -8447544 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -8448427.000000 Penalty: 5458.980469
	Iteration 18Q: 3 clusters Score -8448427 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -8449276.000000 Penalty: 5458.980469
	Iteration 19Q: 3 clusters Score -8449276 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -8450181.000000 Penalty: 5458.980469
	Iteration 20F: 3 clusters Score -8450181 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8451028.000000 Penalty: 5458.980469
	Iteration 21Q: 3 clusters Score -8451028 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8451763.000000 Penalty: 5458.980469
	Iteration 22Q: 3 clusters Score -8451763 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -8452348.000000 Penalty: 5458.980469
	Iteration 23Q: 3 clusters Score -8452348 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8452826.000000 Penalty: 5458.980469
	Iteration 24Q: 3 clusters Score -8452826 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56661 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8453087.000000 Penalty: 5458.980469
	Iteration 25Q: 3 clusters Score -8453087 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8453292.000000 Penalty: 5458.980469
	Iteration 26Q: 3 clusters Score -8453292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57384 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8453422.000000 Penalty: 5458.980469
	Iteration 27Q: 3 clusters Score -8453422 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8453498.000000 Penalty: 5458.980469
	Iteration 28Q: 3 clusters Score -8453498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8453583.000000 Penalty: 5458.980469
	Iteration 29Q: 3 clusters Score -8453583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8453641.000000 Penalty: 5458.980469
	Iteration 30Q: 3 clusters Score -8453641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8453636.000000 Penalty: 5458.980469
	Iteration 31Q: 3 clusters Score -8453636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8453640.000000 Penalty: 5458.980469
	Iteration 32Q: 3 clusters Score -8453640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8453656.000000 Penalty: 5458.980469
	Iteration 33Q: 3 clusters Score -8453656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8453668.000000 Penalty: 5458.980469
	Iteration 34Q: 3 clusters Score -8453668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8453684.000000 Penalty: 5458.980469
	Iteration 35Q: 3 clusters Score -8453684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8453706.000000 Penalty: 5458.980469
	Iteration 36Q: 3 clusters Score -8453706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8453712.000000 Penalty: 5458.980469
	Iteration 37Q: 3 clusters Score -8453712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8453723.000000 Penalty: 5458.980469
	Iteration 38Q: 3 clusters Score -8453723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8453721.000000 Penalty: 5458.980469
	Iteration 39Q: 3 clusters Score -8453721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8453726.000000 Penalty: 5458.980469
	Iteration 40F: 3 clusters Score -8453726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8453718.000000 Penalty: 5458.980469
	Iteration 41Q: 3 clusters Score -8453718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8453722.000000 Penalty: 5458.980469
	Iteration 42Q: 3 clusters Score -8453722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8453715.000000 Penalty: 5458.980469
	Iteration 43Q: 3 clusters Score -8453715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58282 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8453722.000000 Penalty: 5458.980469
	Iteration 44Q: 3 clusters Score -8453722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8453716.000000 Penalty: 5458.980469
	Iteration 45Q: 3 clusters Score -8453716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8453721.000000 Penalty: 5458.980469
	Iteration 46Q: 3 clusters Score -8453721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8453721.000000 Penalty: 5458.980469
	Iteration 47Q: 3 clusters Score -8453721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8453725.000000 Penalty: 5458.980469
	Iteration 48Q: 3 clusters Score -8453725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8453717.000000 Penalty: 5458.980469
	Iteration 49Q: 3 clusters Score -8453717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8453717.000000 Penalty: 5458.980469
	Iteration 50F: 3 clusters Score -8453717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Entering Unmasked Estep 
Score: -1417820.375000 Penalty: 2275.277588
	Iteration 0F: 2 clusters Score -1417820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1410410.750000 Penalty: 4550.555176
	Iteration 0F: 3 clusters Score -1410411 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1412692.750000 Penalty: 4550.555176
	Iteration 1F: 3 clusters Score -1412693 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1413151.500000 Penalty: 4550.555176
	Iteration 2F: 3 clusters Score -1413152 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1413610.000000 Penalty: 4550.555176
	Iteration 3F: 3 clusters Score -1413610 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1414018.500000 Penalty: 4550.555176
	Iteration 4F: 3 clusters Score -1414018 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1414373.625000 Penalty: 4550.555176
	Iteration 5F: 3 clusters Score -1414374 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1414702.500000 Penalty: 4550.555176
	Iteration 6F: 3 clusters Score -1414702 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1414959.000000 Penalty: 4550.555176
	Iteration 7Q: 3 clusters Score -1414959 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1415155.125000 Penalty: 4550.555176
	Iteration 8Q: 3 clusters Score -1415155 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1415284.250000 Penalty: 4550.555176
	Iteration 9Q: 3 clusters Score -1415284 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1415393.750000 Penalty: 4550.555176
	Iteration 10Q: 3 clusters Score -1415394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1415487.750000 Penalty: 4550.555176
	Iteration 11Q: 3 clusters Score -1415488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1415580.625000 Penalty: 4550.555176
	Iteration 12Q: 3 clusters Score -1415581 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1415672.625000 Penalty: 4550.555176
	Iteration 13Q: 3 clusters Score -1415673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1415759.375000 Penalty: 4550.555176
	Iteration 14Q: 3 clusters Score -1415759 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1415863.375000 Penalty: 4550.555176
	Iteration 15Q: 3 clusters Score -1415863 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1415958.125000 Penalty: 4550.555176
	Iteration 16Q: 3 clusters Score -1415958 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1416033.875000 Penalty: 4550.555176
	Iteration 17Q: 3 clusters Score -1416034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1416089.750000 Penalty: 4550.555176
	Iteration 18Q: 3 clusters Score -1416090 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1416155.750000 Penalty: 4550.555176
	Iteration 19Q: 3 clusters Score -1416156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1416208.625000 Penalty: 4550.555176
	Iteration 20F: 3 clusters Score -1416209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1416256.875000 Penalty: 4550.555176
	Iteration 21Q: 3 clusters Score -1416257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1416278.000000 Penalty: 4550.555176
	Iteration 22Q: 3 clusters Score -1416278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1416302.875000 Penalty: 4550.555176
	Iteration 23Q: 3 clusters Score -1416303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1416316.875000 Penalty: 4550.555176
	Iteration 24Q: 3 clusters Score -1416317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1416326.125000 Penalty: 4550.555176
	Iteration 25Q: 3 clusters Score -1416326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1416334.375000 Penalty: 4550.555176
	Iteration 26Q: 3 clusters Score -1416334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1416341.750000 Penalty: 4550.555176
	Iteration 27Q: 3 clusters Score -1416342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1416344.625000 Penalty: 4550.555176
	Iteration 28Q: 3 clusters Score -1416345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1416346.250000 Penalty: 4550.555176
	Iteration 29Q: 3 clusters Score -1416346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1416346.125000 Penalty: 4550.555176
	Iteration 30Q: 3 clusters Score -1416346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1416351.375000 Penalty: 4550.555176
	Iteration 31Q: 3 clusters Score -1416351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1416353.875000 Penalty: 4550.555176
	Iteration 32Q: 3 clusters Score -1416354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1416354.625000 Penalty: 4550.555176
	Iteration 33Q: 3 clusters Score -1416355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1416358.125000 Penalty: 4550.555176
	Iteration 34Q: 3 clusters Score -1416358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1416356.750000 Penalty: 4550.555176
	Iteration 35Q: 3 clusters Score -1416357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1416356.125000 Penalty: 4550.555176
	Iteration 36Q: 3 clusters Score -1416356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1416356.625000 Penalty: 4550.555176
	Iteration 37Q: 3 clusters Score -1416357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1416356.750000 Penalty: 4550.555176
	Iteration 38Q: 3 clusters Score -1416357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1416357.000000 Penalty: 4550.555176
	Iteration 39Q: 3 clusters Score -1416357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1416358.750000 Penalty: 4550.555176
	Iteration 40F: 3 clusters Score -1416359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1416363.625000 Penalty: 4550.555176
	Iteration 41Q: 3 clusters Score -1416364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1416360.750000 Penalty: 4550.555176
	Iteration 42Q: 3 clusters Score -1416361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1416363.500000 Penalty: 4550.555176
	Iteration 43Q: 3 clusters Score -1416364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1416364.875000 Penalty: 4550.555176
	Iteration 44Q: 3 clusters Score -1416365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1416369.125000 Penalty: 4550.555176
	Iteration 45Q: 3 clusters Score -1416369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1416371.250000 Penalty: 4550.555176
	Iteration 46Q: 3 clusters Score -1416371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1416370.375000 Penalty: 4550.555176
	Iteration 47Q: 3 clusters Score -1416370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1416370.375000 Penalty: 4550.555176
	Iteration 48Q: 3 clusters Score -1416370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1416372.000000 Penalty: 4550.555176
	Iteration 49Q: 3 clusters Score -1416372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1416370.500000 Penalty: 4550.555176
	Iteration 50Q: 3 clusters Score -1416370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1416372.625000 Penalty: 4550.555176
	Iteration 51Q: 3 clusters Score -1416373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1416374.625000 Penalty: 4550.555176
	Iteration 52Q: 3 clusters Score -1416375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1416374.625000 Penalty: 4550.555176
	Iteration 53F: 3 clusters Score -1416375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Entering Unmasked Estep 
Score: -765700.437500 Penalty: 2137.160156
	Iteration 0F: 2 clusters Score -765700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -760855.687500 Penalty: 4274.320312
	Iteration 0F: 3 clusters Score -760855.7 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -762167.875000 Penalty: 4274.320312
	Iteration 1F: 3 clusters Score -762167.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -762454.062500 Penalty: 4274.320312
	Iteration 2F: 3 clusters Score -762454.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -762674.750000 Penalty: 4274.320312
	Iteration 3F: 3 clusters Score -762674.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -762898.625000 Penalty: 4274.320312
	Iteration 4F: 3 clusters Score -762898.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -763105.062500 Penalty: 4274.320312
	Iteration 5Q: 3 clusters Score -763105.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -763309.750000 Penalty: 4274.320312
	Iteration 6Q: 3 clusters Score -763309.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -763511.875000 Penalty: 4274.320312
	Iteration 7Q: 3 clusters Score -763511.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -763699.375000 Penalty: 4274.320312
	Iteration 8Q: 3 clusters Score -763699.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -763827.625000 Penalty: 4274.320312
	Iteration 9Q: 3 clusters Score -763827.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -763929.812500 Penalty: 4274.320312
	Iteration 10Q: 3 clusters Score -763929.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -764014.125000 Penalty: 4274.320312
	Iteration 11Q: 3 clusters Score -764014.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -764095.937500 Penalty: 4274.320312
	Iteration 12Q: 3 clusters Score -764095.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -764165.687500 Penalty: 4274.320312
	Iteration 13Q: 3 clusters Score -764165.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -764239.062500 Penalty: 4274.320312
	Iteration 14Q: 3 clusters Score -764239.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -764307.437500 Penalty: 4274.320312
	Iteration 15Q: 3 clusters Score -764307.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -764367.562500 Penalty: 4274.320312
	Iteration 16Q: 3 clusters Score -764367.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -764430.312500 Penalty: 4274.320312
	Iteration 17Q: 3 clusters Score -764430.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -764467.125000 Penalty: 4274.320312
	Iteration 18Q: 3 clusters Score -764467.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -764499.875000 Penalty: 4274.320312
	Iteration 19Q: 3 clusters Score -764499.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -764523.562500 Penalty: 4274.320312
	Iteration 20F: 3 clusters Score -764523.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -764547.375000 Penalty: 4274.320312
	Iteration 21Q: 3 clusters Score -764547.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -764571.500000 Penalty: 4274.320312
	Iteration 22Q: 3 clusters Score -764571.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -764599.187500 Penalty: 4274.320312
	Iteration 23Q: 3 clusters Score -764599.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -764632.812500 Penalty: 4274.320312
	Iteration 24Q: 3 clusters Score -764632.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -764671.250000 Penalty: 4274.320312
	Iteration 25Q: 3 clusters Score -764671.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -764720.312500 Penalty: 4274.320312
	Iteration 26Q: 3 clusters Score -764720.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -764757.375000 Penalty: 4274.320312
	Iteration 27Q: 3 clusters Score -764757.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -764782.312500 Penalty: 4274.320312
	Iteration 28Q: 3 clusters Score -764782.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -764806.812500 Penalty: 4274.320312
	Iteration 29Q: 3 clusters Score -764806.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -764830.750000 Penalty: 4274.320312
	Iteration 30Q: 3 clusters Score -764830.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -764858.312500 Penalty: 4274.320312
	Iteration 31Q: 3 clusters Score -764858.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -764888.875000 Penalty: 4274.320312
	Iteration 32Q: 3 clusters Score -764888.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -764920.437500 Penalty: 4274.320312
	Iteration 33Q: 3 clusters Score -764920.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -764950.312500 Penalty: 4274.320312
	Iteration 34Q: 3 clusters Score -764950.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -764967.187500 Penalty: 4274.320312
	Iteration 35Q: 3 clusters Score -764967.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -764979.687500 Penalty: 4274.320312
	Iteration 36Q: 3 clusters Score -764979.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -764985.625000 Penalty: 4274.320312
	Iteration 37Q: 3 clusters Score -764985.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -764993.437500 Penalty: 4274.320312
	Iteration 38Q: 3 clusters Score -764993.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -765000.562500 Penalty: 4274.320312
	Iteration 39Q: 3 clusters Score -765000.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -765005.937500 Penalty: 4274.320312
	Iteration 40F: 3 clusters Score -765005.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -765009.375000 Penalty: 4274.320312
	Iteration 41Q: 3 clusters Score -765009.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -765012.437500 Penalty: 4274.320312
	Iteration 42Q: 3 clusters Score -765012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -765017.812500 Penalty: 4274.320312
	Iteration 43Q: 3 clusters Score -765017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -765023.562500 Penalty: 4274.320312
	Iteration 44Q: 3 clusters Score -765023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -765028.687500 Penalty: 4274.320312
	Iteration 45Q: 3 clusters Score -765028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -765034.750000 Penalty: 4274.320312
	Iteration 46Q: 3 clusters Score -765034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -765034.125000 Penalty: 4274.320312
	Iteration 47Q: 3 clusters Score -765034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -765039.125000 Penalty: 4274.320312
	Iteration 48Q: 3 clusters Score -765039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -765040.500000 Penalty: 4274.320312
	Iteration 49Q: 3 clusters Score -765040.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -765043.312500 Penalty: 4274.320312
	Iteration 50Q: 3 clusters Score -765043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -765046.625000 Penalty: 4274.320312
	Iteration 51Q: 3 clusters Score -765046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -765050.562500 Penalty: 4274.320312
	Iteration 52Q: 3 clusters Score -765050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -765052.500000 Penalty: 4274.320312
	Iteration 53Q: 3 clusters Score -765052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -765055.125000 Penalty: 4274.320312
	Iteration 54Q: 3 clusters Score -765055.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -765057.187500 Penalty: 4274.320312
	Iteration 55Q: 3 clusters Score -765057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -765059.000000 Penalty: 4274.320312
	Iteration 56Q: 3 clusters Score -765059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -765060.625000 Penalty: 4274.320312
	Iteration 57Q: 3 clusters Score -765060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -765063.687500 Penalty: 4274.320312
	Iteration 58Q: 3 clusters Score -765063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -765063.500000 Penalty: 4274.320312
	Iteration 59Q: 3 clusters Score -765063.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -765064.000000 Penalty: 4274.320312
	Iteration 60F: 3 clusters Score -765064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -765063.500000 Penalty: 4274.320312
	Iteration 61Q: 3 clusters Score -765063.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -765063.500000 Penalty: 4274.320312
	Iteration 62F: 3 clusters Score -765063.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Entering Unmasked Estep 
Score: -107656.335938 Penalty: 1695.658569
	Iteration 0F: 2 clusters Score -107656.3 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 458 members 
Entering Unmasked Estep 
Score: -105992.148438 Penalty: 3391.317139
	Iteration 0F: 3 clusters Score -105992.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -106623.867188 Penalty: 3391.317139
	Iteration 1F: 3 clusters Score -106623.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -106921.187500 Penalty: 3391.317139
	Iteration 2F: 3 clusters Score -106921.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -107120.750000 Penalty: 3391.317139
	Iteration 3F: 3 clusters Score -107120.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107203.164062 Penalty: 3391.317139
	Iteration 4Q: 3 clusters Score -107203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -107271.328125 Penalty: 3391.317139
	Iteration 5Q: 3 clusters Score -107271.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107315.804688 Penalty: 3391.317139
	Iteration 6Q: 3 clusters Score -107315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107342.632812 Penalty: 3391.317139
	Iteration 7Q: 3 clusters Score -107342.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -107375.781250 Penalty: 3391.317139
	Iteration 8Q: 3 clusters Score -107375.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107385.523438 Penalty: 3391.317139
	Iteration 9Q: 3 clusters Score -107385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107391.859375 Penalty: 3391.317139
	Iteration 10Q: 3 clusters Score -107391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -107400.257812 Penalty: 3391.317139
	Iteration 11Q: 3 clusters Score -107400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107402.703125 Penalty: 3391.317139
	Iteration 12Q: 3 clusters Score -107402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -107404.796875 Penalty: 3391.317139
	Iteration 13Q: 3 clusters Score -107404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107408.578125 Penalty: 3391.317139
	Iteration 14Q: 3 clusters Score -107408.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -107410.601562 Penalty: 3391.317139
	Iteration 15F: 3 clusters Score -107410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -107418.453125 Penalty: 3391.317139
	Iteration 16Q: 3 clusters Score -107418.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -107432.656250 Penalty: 3391.317139
	Iteration 17Q: 3 clusters Score -107432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -107491.882812 Penalty: 3391.317139
	Iteration 18Q: 3 clusters Score -107491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -107500.617188 Penalty: 3391.317139
	Iteration 19Q: 3 clusters Score -107500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -107510.609375 Penalty: 3391.317139
	Iteration 20F: 3 clusters Score -107510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107512.781250 Penalty: 3391.317139
	Iteration 21Q: 3 clusters Score -107512.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -107512.781250 Penalty: 3391.317139
	Iteration 22F: 3 clusters Score -107512.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -1234420.000000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -1234420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1227752.625000 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -1227753 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1229672.625000 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -1229673 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1229963.000000 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -1229963 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1230200.375000 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -1230200 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1230402.875000 Penalty: 4483.441406
	Iteration 4Q: 3 clusters Score -1230403 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1230565.000000 Penalty: 4483.441406
	Iteration 5Q: 3 clusters Score -1230565 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1230705.500000 Penalty: 4483.441406
	Iteration 6Q: 3 clusters Score -1230706 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1230849.500000 Penalty: 4483.441406
	Iteration 7Q: 3 clusters Score -1230850 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1230977.875000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -1230978 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1231100.250000 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -1231100 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1231249.000000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -1231249 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1231417.000000 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -1231417 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1231617.250000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -1231617 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1231830.750000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -1231831 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1232040.750000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -1232041 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1232239.750000 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -1232240 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1232417.000000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -1232417 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1232576.500000 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -1232576 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1232704.000000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -1232704 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1232814.500000 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -1232814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1232886.875000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -1232887 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1232931.750000 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -1232932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1232972.250000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -1232972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1232997.000000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -1232997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1233020.875000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -1233021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1233033.000000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -1233033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1233034.500000 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -1233034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1233041.375000 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -1233041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1233043.875000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -1233044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1233045.875000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -1233046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1233047.000000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -1233047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1233049.250000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -1233049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1233050.125000 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -1233050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1233050.125000 Penalty: 4483.441406
	Iteration 33F: 3 clusters Score -1233050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1444169.000000 Penalty: 2275.123047
	Iteration 0F: 2 clusters Score -1444169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1436727.875000 Penalty: 4550.246094
	Iteration 0F: 3 clusters Score -1436728 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1438898.875000 Penalty: 4550.246094
	Iteration 1F: 3 clusters Score -1438899 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1439254.125000 Penalty: 4550.246094
	Iteration 2F: 3 clusters Score -1439254 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1439565.500000 Penalty: 4550.246094
	Iteration 3F: 3 clusters Score -1439566 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1439824.375000 Penalty: 4550.246094
	Iteration 4F: 3 clusters Score -1439824 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1440057.000000 Penalty: 4550.246094
	Iteration 5Q: 3 clusters Score -1440057 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1440270.875000 Penalty: 4550.246094
	Iteration 6Q: 3 clusters Score -1440271 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1440478.875000 Penalty: 4550.246094
	Iteration 7Q: 3 clusters Score -1440479 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1440670.375000 Penalty: 4550.246094
	Iteration 8Q: 3 clusters Score -1440670 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1440855.250000 Penalty: 4550.246094
	Iteration 9Q: 3 clusters Score -1440855 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1441001.500000 Penalty: 4550.246094
	Iteration 10Q: 3 clusters Score -1441002 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1441124.875000 Penalty: 4550.246094
	Iteration 11Q: 3 clusters Score -1441125 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1441232.125000 Penalty: 4550.246094
	Iteration 12Q: 3 clusters Score -1441232 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1441349.125000 Penalty: 4550.246094
	Iteration 13Q: 3 clusters Score -1441349 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1441443.375000 Penalty: 4550.246094
	Iteration 14Q: 3 clusters Score -1441443 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1441509.750000 Penalty: 4550.246094
	Iteration 15Q: 3 clusters Score -1441510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1441562.500000 Penalty: 4550.246094
	Iteration 16Q: 3 clusters Score -1441562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1441608.250000 Penalty: 4550.246094
	Iteration 17Q: 3 clusters Score -1441608 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1441642.375000 Penalty: 4550.246094
	Iteration 18Q: 3 clusters Score -1441642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1441672.500000 Penalty: 4550.246094
	Iteration 19Q: 3 clusters Score -1441672 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1441713.250000 Penalty: 4550.246094
	Iteration 20F: 3 clusters Score -1441713 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1441742.625000 Penalty: 4550.246094
	Iteration 21Q: 3 clusters Score -1441743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1441773.750000 Penalty: 4550.246094
	Iteration 22Q: 3 clusters Score -1441774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1441798.250000 Penalty: 4550.246094
	Iteration 23Q: 3 clusters Score -1441798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1441820.125000 Penalty: 4550.246094
	Iteration 24Q: 3 clusters Score -1441820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1441838.750000 Penalty: 4550.246094
	Iteration 25Q: 3 clusters Score -1441839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1441851.750000 Penalty: 4550.246094
	Iteration 26Q: 3 clusters Score -1441852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1441865.250000 Penalty: 4550.246094
	Iteration 27Q: 3 clusters Score -1441865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1441877.250000 Penalty: 4550.246094
	Iteration 28Q: 3 clusters Score -1441877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1441886.375000 Penalty: 4550.246094
	Iteration 29Q: 3 clusters Score -1441886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1441899.625000 Penalty: 4550.246094
	Iteration 30Q: 3 clusters Score -1441900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1441921.375000 Penalty: 4550.246094
	Iteration 31Q: 3 clusters Score -1441921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1441932.875000 Penalty: 4550.246094
	Iteration 32Q: 3 clusters Score -1441933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1441939.750000 Penalty: 4550.246094
	Iteration 33Q: 3 clusters Score -1441940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1441952.000000 Penalty: 4550.246094
	Iteration 34Q: 3 clusters Score -1441952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1441958.000000 Penalty: 4550.246094
	Iteration 35Q: 3 clusters Score -1441958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1441966.000000 Penalty: 4550.246094
	Iteration 36Q: 3 clusters Score -1441966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1441969.125000 Penalty: 4550.246094
	Iteration 37Q: 3 clusters Score -1441969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1441971.500000 Penalty: 4550.246094
	Iteration 38Q: 3 clusters Score -1441972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1441972.375000 Penalty: 4550.246094
	Iteration 39Q: 3 clusters Score -1441972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1441975.250000 Penalty: 4550.246094
	Iteration 40F: 3 clusters Score -1441975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1441979.000000 Penalty: 4550.246094
	Iteration 41Q: 3 clusters Score -1441979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1441984.000000 Penalty: 4550.246094
	Iteration 42Q: 3 clusters Score -1441984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1441989.750000 Penalty: 4550.246094
	Iteration 43Q: 3 clusters Score -1441990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1441994.125000 Penalty: 4550.246094
	Iteration 44Q: 3 clusters Score -1441994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1441996.875000 Penalty: 4550.246094
	Iteration 45Q: 3 clusters Score -1441997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1442002.875000 Penalty: 4550.246094
	Iteration 46Q: 3 clusters Score -1442003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1442006.250000 Penalty: 4550.246094
	Iteration 47Q: 3 clusters Score -1442006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1442009.000000 Penalty: 4550.246094
	Iteration 48Q: 3 clusters Score -1442009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1442018.125000 Penalty: 4550.246094
	Iteration 49Q: 3 clusters Score -1442018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1442022.125000 Penalty: 4550.246094
	Iteration 50Q: 3 clusters Score -1442022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1442026.875000 Penalty: 4550.246094
	Iteration 51Q: 3 clusters Score -1442027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1442028.625000 Penalty: 4550.246094
	Iteration 52Q: 3 clusters Score -1442029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1442035.875000 Penalty: 4550.246094
	Iteration 53Q: 3 clusters Score -1442036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1442043.000000 Penalty: 4550.246094
	Iteration 54Q: 3 clusters Score -1442043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1442044.125000 Penalty: 4550.246094
	Iteration 55Q: 3 clusters Score -1442044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1442045.750000 Penalty: 4550.246094
	Iteration 56Q: 3 clusters Score -1442046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1442043.375000 Penalty: 4550.246094
	Iteration 57Q: 3 clusters Score -1442043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1442045.500000 Penalty: 4550.246094
	Iteration 58Q: 3 clusters Score -1442046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1442044.750000 Penalty: 4550.246094
	Iteration 59Q: 3 clusters Score -1442045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1442044.250000 Penalty: 4550.246094
	Iteration 60F: 3 clusters Score -1442044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1442044.375000 Penalty: 4550.246094
	Iteration 61Q: 3 clusters Score -1442044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1442048.125000 Penalty: 4550.246094
	Iteration 62Q: 3 clusters Score -1442048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1442049.125000 Penalty: 4550.246094
	Iteration 63Q: 3 clusters Score -1442049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1442049.250000 Penalty: 4550.246094
	Iteration 64Q: 3 clusters Score -1442049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1442051.500000 Penalty: 4550.246094
	Iteration 65Q: 3 clusters Score -1442052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1442052.375000 Penalty: 4550.246094
	Iteration 66Q: 3 clusters Score -1442052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1442052.375000 Penalty: 4550.246094
	Iteration 67Q: 3 clusters Score -1442052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1442054.125000 Penalty: 4550.246094
	Iteration 68Q: 3 clusters Score -1442054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1442054.000000 Penalty: 4550.246094
	Iteration 69Q: 3 clusters Score -1442054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1442055.500000 Penalty: 4550.246094
	Iteration 70Q: 3 clusters Score -1442056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1442060.000000 Penalty: 4550.246094
	Iteration 71Q: 3 clusters Score -1442060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1442064.375000 Penalty: 4550.246094
	Iteration 72Q: 3 clusters Score -1442064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1442067.500000 Penalty: 4550.246094
	Iteration 73Q: 3 clusters Score -1442068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1442066.750000 Penalty: 4550.246094
	Iteration 74Q: 3 clusters Score -1442067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1442070.875000 Penalty: 4550.246094
	Iteration 75Q: 3 clusters Score -1442071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1442072.500000 Penalty: 4550.246094
	Iteration 76Q: 3 clusters Score -1442072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1442076.500000 Penalty: 4550.246094
	Iteration 77Q: 3 clusters Score -1442076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1442078.000000 Penalty: 4550.246094
	Iteration 78Q: 3 clusters Score -1442078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1442085.375000 Penalty: 4550.246094
	Iteration 79Q: 3 clusters Score -1442085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1442088.250000 Penalty: 4550.246094
	Iteration 80F: 3 clusters Score -1442088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1442089.875000 Penalty: 4550.246094
	Iteration 81Q: 3 clusters Score -1442090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1442092.375000 Penalty: 4550.246094
	Iteration 82Q: 3 clusters Score -1442092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1442099.125000 Penalty: 4550.246094
	Iteration 83Q: 3 clusters Score -1442099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1442102.000000 Penalty: 4550.246094
	Iteration 84Q: 3 clusters Score -1442102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1442109.750000 Penalty: 4550.246094
	Iteration 85Q: 3 clusters Score -1442110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1442112.125000 Penalty: 4550.246094
	Iteration 86Q: 3 clusters Score -1442112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1442115.875000 Penalty: 4550.246094
	Iteration 87Q: 3 clusters Score -1442116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1442123.500000 Penalty: 4550.246094
	Iteration 88Q: 3 clusters Score -1442124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1442127.000000 Penalty: 4550.246094
	Iteration 89Q: 3 clusters Score -1442127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1442130.750000 Penalty: 4550.246094
	Iteration 90Q: 3 clusters Score -1442131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1442138.875000 Penalty: 4550.246094
	Iteration 91Q: 3 clusters Score -1442139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1442142.000000 Penalty: 4550.246094
	Iteration 92Q: 3 clusters Score -1442142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1442143.875000 Penalty: 4550.246094
	Iteration 93Q: 3 clusters Score -1442144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1442144.000000 Penalty: 4550.246094
	Iteration 94Q: 3 clusters Score -1442144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1442143.500000 Penalty: 4550.246094
	Iteration 95Q: 3 clusters Score -1442144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1442140.875000 Penalty: 4550.246094
	Iteration 96Q: 3 clusters Score -1442141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1442140.875000 Penalty: 4550.246094
	Iteration 97Q: 3 clusters Score -1442141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1442142.375000 Penalty: 4550.246094
	Iteration 98Q: 3 clusters Score -1442142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1442143.875000 Penalty: 4550.246094
	Iteration 99Q: 3 clusters Score -1442144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1442145.375000 Penalty: 4550.246094
	Iteration 100F: 3 clusters Score -1442145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1442147.000000 Penalty: 4550.246094
	Iteration 101Q: 3 clusters Score -1442147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1442146.875000 Penalty: 4550.246094
	Iteration 102Q: 3 clusters Score -1442147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1442150.625000 Penalty: 4550.246094
	Iteration 103Q: 3 clusters Score -1442151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1442151.500000 Penalty: 4550.246094
	Iteration 104Q: 3 clusters Score -1442152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1442160.000000 Penalty: 4550.246094
	Iteration 105Q: 3 clusters Score -1442160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1442166.000000 Penalty: 4550.246094
	Iteration 106Q: 3 clusters Score -1442166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1442171.125000 Penalty: 4550.246094
	Iteration 107Q: 3 clusters Score -1442171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1442177.125000 Penalty: 4550.246094
	Iteration 108Q: 3 clusters Score -1442177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1442179.500000 Penalty: 4550.246094
	Iteration 109Q: 3 clusters Score -1442180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1442178.500000 Penalty: 4550.246094
	Iteration 110Q: 3 clusters Score -1442178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1442184.625000 Penalty: 4550.246094
	Iteration 111Q: 3 clusters Score -1442185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1442188.625000 Penalty: 4550.246094
	Iteration 112Q: 3 clusters Score -1442189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1442200.125000 Penalty: 4550.246094
	Iteration 113Q: 3 clusters Score -1442200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1442203.125000 Penalty: 4550.246094
	Iteration 114Q: 3 clusters Score -1442203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1442205.750000 Penalty: 4550.246094
	Iteration 115Q: 3 clusters Score -1442206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1442210.375000 Penalty: 4550.246094
	Iteration 116Q: 3 clusters Score -1442210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1442210.125000 Penalty: 4550.246094
	Iteration 117Q: 3 clusters Score -1442210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1442212.875000 Penalty: 4550.246094
	Iteration 118Q: 3 clusters Score -1442213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1442214.375000 Penalty: 4550.246094
	Iteration 119Q: 3 clusters Score -1442214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1442216.000000 Penalty: 4550.246094
	Iteration 120F: 3 clusters Score -1442216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1442222.750000 Penalty: 4550.246094
	Iteration 121Q: 3 clusters Score -1442223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1442223.000000 Penalty: 4550.246094
	Iteration 122Q: 3 clusters Score -1442223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1442227.125000 Penalty: 4550.246094
	Iteration 123Q: 3 clusters Score -1442227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1442229.750000 Penalty: 4550.246094
	Iteration 124Q: 3 clusters Score -1442230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1442233.875000 Penalty: 4550.246094
	Iteration 125Q: 3 clusters Score -1442234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1442236.500000 Penalty: 4550.246094
	Iteration 126Q: 3 clusters Score -1442236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1442240.000000 Penalty: 4550.246094
	Iteration 127Q: 3 clusters Score -1442240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1442241.000000 Penalty: 4550.246094
	Iteration 128Q: 3 clusters Score -1442241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1442238.000000 Penalty: 4550.246094
	Iteration 129Q: 3 clusters Score -1442238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1442239.625000 Penalty: 4550.246094
	Iteration 130Q: 3 clusters Score -1442240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1442239.625000 Penalty: 4550.246094
	Iteration 131Q: 3 clusters Score -1442240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1442241.125000 Penalty: 4550.246094
	Iteration 132Q: 3 clusters Score -1442241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1442242.625000 Penalty: 4550.246094
	Iteration 133Q: 3 clusters Score -1442243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1442243.250000 Penalty: 4550.246094
	Iteration 134Q: 3 clusters Score -1442243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1442243.125000 Penalty: 4550.246094
	Iteration 135Q: 3 clusters Score -1442243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1442243.000000 Penalty: 4550.246094
	Iteration 136Q: 3 clusters Score -1442243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1442246.875000 Penalty: 4550.246094
	Iteration 137Q: 3 clusters Score -1442247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1442248.500000 Penalty: 4550.246094
	Iteration 138Q: 3 clusters Score -1442248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1442250.125000 Penalty: 4550.246094
	Iteration 139Q: 3 clusters Score -1442250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1442253.750000 Penalty: 4550.246094
	Iteration 140F: 3 clusters Score -1442254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1442260.875000 Penalty: 4550.246094
	Iteration 141Q: 3 clusters Score -1442261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1442264.375000 Penalty: 4550.246094
	Iteration 142Q: 3 clusters Score -1442264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1442265.750000 Penalty: 4550.246094
	Iteration 143Q: 3 clusters Score -1442266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1442265.625000 Penalty: 4550.246094
	Iteration 144Q: 3 clusters Score -1442266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1442265.000000 Penalty: 4550.246094
	Iteration 145Q: 3 clusters Score -1442265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1442266.750000 Penalty: 4550.246094
	Iteration 146Q: 3 clusters Score -1442267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1442269.750000 Penalty: 4550.246094
	Iteration 147Q: 3 clusters Score -1442270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1442270.500000 Penalty: 4550.246094
	Iteration 148Q: 3 clusters Score -1442270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1442271.500000 Penalty: 4550.246094
	Iteration 149Q: 3 clusters Score -1442272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1442271.500000 Penalty: 4550.246094
	Iteration 150F: 3 clusters Score -1442272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Entering Unmasked Estep 
Score: -785939.750000 Penalty: 2160.478760
	Iteration 0F: 2 clusters Score -785939.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -780815.375000 Penalty: 4320.957520
	Iteration 0F: 3 clusters Score -780815.4 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -782695.062500 Penalty: 4320.957520
	Iteration 1F: 3 clusters Score -782695.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -783587.500000 Penalty: 4320.957520
	Iteration 2F: 3 clusters Score -783587.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -784299.562500 Penalty: 4320.957520
	Iteration 3F: 3 clusters Score -784299.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -784764.437500 Penalty: 4320.957520
	Iteration 4F: 3 clusters Score -784764.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -785056.375000 Penalty: 4320.957520
	Iteration 5F: 3 clusters Score -785056.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -785197.625000 Penalty: 4320.957520
	Iteration 6Q: 3 clusters Score -785197.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -785287.812500 Penalty: 4320.957520
	Iteration 7Q: 3 clusters Score -785287.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -785345.312500 Penalty: 4320.957520
	Iteration 8Q: 3 clusters Score -785345.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -785369.000000 Penalty: 4320.957520
	Iteration 9Q: 3 clusters Score -785369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -785391.625000 Penalty: 4320.957520
	Iteration 10Q: 3 clusters Score -785391.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -785419.250000 Penalty: 4320.957520
	Iteration 11Q: 3 clusters Score -785419.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -785436.750000 Penalty: 4320.957520
	Iteration 12Q: 3 clusters Score -785436.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -785447.375000 Penalty: 4320.957520
	Iteration 13Q: 3 clusters Score -785447.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -785454.125000 Penalty: 4320.957520
	Iteration 14Q: 3 clusters Score -785454.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -785464.687500 Penalty: 4320.957520
	Iteration 15Q: 3 clusters Score -785464.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -785471.687500 Penalty: 4320.957520
	Iteration 16Q: 3 clusters Score -785471.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -785476.312500 Penalty: 4320.957520
	Iteration 17Q: 3 clusters Score -785476.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -785484.187500 Penalty: 4320.957520
	Iteration 18Q: 3 clusters Score -785484.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -785485.500000 Penalty: 4320.957520
	Iteration 19Q: 3 clusters Score -785485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -785491.375000 Penalty: 4320.957520
	Iteration 20F: 3 clusters Score -785491.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785495.875000 Penalty: 4320.957520
	Iteration 21Q: 3 clusters Score -785495.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -785498.000000 Penalty: 4320.957520
	Iteration 22Q: 3 clusters Score -785498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -785499.625000 Penalty: 4320.957520
	Iteration 23Q: 3 clusters Score -785499.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -785500.812500 Penalty: 4320.957520
	Iteration 24Q: 3 clusters Score -785500.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -785507.750000 Penalty: 4320.957520
	Iteration 25Q: 3 clusters Score -785507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -785506.500000 Penalty: 4320.957520
	Iteration 26Q: 3 clusters Score -785506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -785508.062500 Penalty: 4320.957520
	Iteration 27Q: 3 clusters Score -785508.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -785510.687500 Penalty: 4320.957520
	Iteration 28Q: 3 clusters Score -785510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -785509.437500 Penalty: 4320.957520
	Iteration 29Q: 3 clusters Score -785509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -785511.500000 Penalty: 4320.957520
	Iteration 30Q: 3 clusters Score -785511.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -785514.875000 Penalty: 4320.957520
	Iteration 31Q: 3 clusters Score -785514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -785516.812500 Penalty: 4320.957520
	Iteration 32Q: 3 clusters Score -785516.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -785516.750000 Penalty: 4320.957520
	Iteration 33Q: 3 clusters Score -785516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -785519.125000 Penalty: 4320.957520
	Iteration 34Q: 3 clusters Score -785519.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -785522.625000 Penalty: 4320.957520
	Iteration 35Q: 3 clusters Score -785522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -785523.937500 Penalty: 4320.957520
	Iteration 36Q: 3 clusters Score -785523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -785523.750000 Penalty: 4320.957520
	Iteration 37Q: 3 clusters Score -785523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -785524.250000 Penalty: 4320.957520
	Iteration 38Q: 3 clusters Score -785524.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -785527.437500 Penalty: 4320.957520
	Iteration 39Q: 3 clusters Score -785527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -785530.062500 Penalty: 4320.957520
	Iteration 40F: 3 clusters Score -785530.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -785535.000000 Penalty: 4320.957520
	Iteration 41Q: 3 clusters Score -785535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -785541.687500 Penalty: 4320.957520
	Iteration 42Q: 3 clusters Score -785541.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -785543.625000 Penalty: 4320.957520
	Iteration 43Q: 3 clusters Score -785543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -785545.687500 Penalty: 4320.957520
	Iteration 44Q: 3 clusters Score -785545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -785547.000000 Penalty: 4320.957520
	Iteration 45Q: 3 clusters Score -785547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -785547.062500 Penalty: 4320.957520
	Iteration 46Q: 3 clusters Score -785547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -785549.125000 Penalty: 4320.957520
	Iteration 47Q: 3 clusters Score -785549.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785553.375000 Penalty: 4320.957520
	Iteration 48Q: 3 clusters Score -785553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785554.750000 Penalty: 4320.957520
	Iteration 49Q: 3 clusters Score -785554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -785554.000000 Penalty: 4320.957520
	Iteration 50Q: 3 clusters Score -785554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785553.687500 Penalty: 4320.957520
	Iteration 51Q: 3 clusters Score -785553.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -785555.062500 Penalty: 4320.957520
	Iteration 52Q: 3 clusters Score -785555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -785556.125000 Penalty: 4320.957520
	Iteration 53Q: 3 clusters Score -785556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785555.875000 Penalty: 4320.957520
	Iteration 54Q: 3 clusters Score -785555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -785555.875000 Penalty: 4320.957520
	Iteration 55F: 3 clusters Score -785555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -1236808.125000 Penalty: 2238.044189
	Iteration 0F: 2 clusters Score -1236808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1230189.875000 Penalty: 4476.088379
	Iteration 0F: 3 clusters Score -1230190 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1232135.625000 Penalty: 4476.088379
	Iteration 1F: 3 clusters Score -1232136 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1232535.875000 Penalty: 4476.088379
	Iteration 2F: 3 clusters Score -1232536 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1232849.750000 Penalty: 4476.088379
	Iteration 3F: 3 clusters Score -1232850 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1233091.875000 Penalty: 4476.088379
	Iteration 4F: 3 clusters Score -1233092 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1233293.000000 Penalty: 4476.088379
	Iteration 5Q: 3 clusters Score -1233293 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1233467.500000 Penalty: 4476.088379
	Iteration 6Q: 3 clusters Score -1233468 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1233617.125000 Penalty: 4476.088379
	Iteration 7Q: 3 clusters Score -1233617 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1233737.250000 Penalty: 4476.088379
	Iteration 8Q: 3 clusters Score -1233737 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1233838.875000 Penalty: 4476.088379
	Iteration 9Q: 3 clusters Score -1233839 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1233950.500000 Penalty: 4476.088379
	Iteration 10Q: 3 clusters Score -1233950 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1234081.875000 Penalty: 4476.088379
	Iteration 11Q: 3 clusters Score -1234082 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1234212.750000 Penalty: 4476.088379
	Iteration 12Q: 3 clusters Score -1234213 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1234341.625000 Penalty: 4476.088379
	Iteration 13Q: 3 clusters Score -1234342 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1234494.000000 Penalty: 4476.088379
	Iteration 14Q: 3 clusters Score -1234494 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1234653.375000 Penalty: 4476.088379
	Iteration 15Q: 3 clusters Score -1234653 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1234797.875000 Penalty: 4476.088379
	Iteration 16Q: 3 clusters Score -1234798 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1234920.750000 Penalty: 4476.088379
	Iteration 17Q: 3 clusters Score -1234921 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1235032.750000 Penalty: 4476.088379
	Iteration 18Q: 3 clusters Score -1235033 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1235128.500000 Penalty: 4476.088379
	Iteration 19Q: 3 clusters Score -1235128 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1235207.875000 Penalty: 4476.088379
	Iteration 20F: 3 clusters Score -1235208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1235262.375000 Penalty: 4476.088379
	Iteration 21Q: 3 clusters Score -1235262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1235301.250000 Penalty: 4476.088379
	Iteration 22Q: 3 clusters Score -1235301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1235329.750000 Penalty: 4476.088379
	Iteration 23Q: 3 clusters Score -1235330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1235357.250000 Penalty: 4476.088379
	Iteration 24Q: 3 clusters Score -1235357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1235372.500000 Penalty: 4476.088379
	Iteration 25Q: 3 clusters Score -1235372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1235383.000000 Penalty: 4476.088379
	Iteration 26Q: 3 clusters Score -1235383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1235386.750000 Penalty: 4476.088379
	Iteration 27Q: 3 clusters Score -1235387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1235389.375000 Penalty: 4476.088379
	Iteration 28Q: 3 clusters Score -1235389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1235395.125000 Penalty: 4476.088379
	Iteration 29Q: 3 clusters Score -1235395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1235401.250000 Penalty: 4476.088379
	Iteration 30Q: 3 clusters Score -1235401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1235400.000000 Penalty: 4476.088379
	Iteration 31Q: 3 clusters Score -1235400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1235401.250000 Penalty: 4476.088379
	Iteration 32Q: 3 clusters Score -1235401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1235405.125000 Penalty: 4476.088379
	Iteration 33Q: 3 clusters Score -1235405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1235405.375000 Penalty: 4476.088379
	Iteration 34Q: 3 clusters Score -1235405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1235406.000000 Penalty: 4476.088379
	Iteration 35Q: 3 clusters Score -1235406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1235408.375000 Penalty: 4476.088379
	Iteration 36Q: 3 clusters Score -1235408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1235407.250000 Penalty: 4476.088379
	Iteration 37Q: 3 clusters Score -1235407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1235407.375000 Penalty: 4476.088379
	Iteration 38Q: 3 clusters Score -1235407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1235408.375000 Penalty: 4476.088379
	Iteration 39Q: 3 clusters Score -1235408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1235408.875000 Penalty: 4476.088379
	Iteration 40F: 3 clusters Score -1235409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Entering Unmasked Estep 
Score: -454990.500000 Penalty: 2001.894409
	Iteration 0F: 2 clusters Score -454990.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -451629.625000 Penalty: 4003.788818
	Iteration 0F: 3 clusters Score -451629.6 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -452390.281250 Penalty: 4003.788818
	Iteration 1F: 3 clusters Score -452390.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -452599.656250 Penalty: 4003.788818
	Iteration 2F: 3 clusters Score -452599.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -452746.437500 Penalty: 4003.788818
	Iteration 3F: 3 clusters Score -452746.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -452867.812500 Penalty: 4003.788818
	Iteration 4Q: 3 clusters Score -452867.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -452999.687500 Penalty: 4003.788818
	Iteration 5Q: 3 clusters Score -452999.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -453127.843750 Penalty: 4003.788818
	Iteration 6Q: 3 clusters Score -453127.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -453252.312500 Penalty: 4003.788818
	Iteration 7Q: 3 clusters Score -453252.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -453361.062500 Penalty: 4003.788818
	Iteration 8Q: 3 clusters Score -453361.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -453442.562500 Penalty: 4003.788818
	Iteration 9Q: 3 clusters Score -453442.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -453502.187500 Penalty: 4003.788818
	Iteration 10Q: 3 clusters Score -453502.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -453572.093750 Penalty: 4003.788818
	Iteration 11Q: 3 clusters Score -453572.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -453654.843750 Penalty: 4003.788818
	Iteration 12Q: 3 clusters Score -453654.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -453771.750000 Penalty: 4003.788818
	Iteration 13Q: 3 clusters Score -453771.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -453881.906250 Penalty: 4003.788818
	Iteration 14Q: 3 clusters Score -453881.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -453959.656250 Penalty: 4003.788818
	Iteration 15Q: 3 clusters Score -453959.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -454052.562500 Penalty: 4003.788818
	Iteration 16Q: 3 clusters Score -454052.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -454157.468750 Penalty: 4003.788818
	Iteration 17Q: 3 clusters Score -454157.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -454245.218750 Penalty: 4003.788818
	Iteration 18Q: 3 clusters Score -454245.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -454299.281250 Penalty: 4003.788818
	Iteration 19Q: 3 clusters Score -454299.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -454350.781250 Penalty: 4003.788818
	Iteration 20F: 3 clusters Score -454350.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -454397.562500 Penalty: 4003.788818
	Iteration 21Q: 3 clusters Score -454397.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -454441.531250 Penalty: 4003.788818
	Iteration 22Q: 3 clusters Score -454441.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -454496.937500 Penalty: 4003.788818
	Iteration 23Q: 3 clusters Score -454496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -454579.000000 Penalty: 4003.788818
	Iteration 24Q: 3 clusters Score -454579 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -454699.625000 Penalty: 4003.788818
	Iteration 25Q: 3 clusters Score -454699.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -454839.562500 Penalty: 4003.788818
	Iteration 26Q: 3 clusters Score -454839.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -454955.281250 Penalty: 4003.788818
	Iteration 27Q: 3 clusters Score -454955.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -454997.656250 Penalty: 4003.788818
	Iteration 28Q: 3 clusters Score -454997.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -455024.468750 Penalty: 4003.788818
	Iteration 29Q: 3 clusters Score -455024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -455037.625000 Penalty: 4003.788818
	Iteration 30Q: 3 clusters Score -455037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -455047.218750 Penalty: 4003.788818
	Iteration 31Q: 3 clusters Score -455047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -455048.500000 Penalty: 4003.788818
	Iteration 32Q: 3 clusters Score -455048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -455049.906250 Penalty: 4003.788818
	Iteration 33Q: 3 clusters Score -455049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -455050.656250 Penalty: 4003.788818
	Iteration 34Q: 3 clusters Score -455050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -455051.281250 Penalty: 4003.788818
	Iteration 35Q: 3 clusters Score -455051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -455051.281250 Penalty: 4003.788818
	Iteration 36F: 3 clusters Score -455051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16699 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 60235 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 1047 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53084 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97982 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 2157 members 
Entering Unmasked Estep 
Score: -115071304.000000 Penalty: 171962.734375
Splitting cluster 23 changes total score from -115072768.000000 to -115071304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (19430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Entering Unmasked Estep 
Score: -2869516.500000 Penalty: 2448.894287
	Iteration 0F: 2 clusters Score -2869516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2855859.000000 Penalty: 4897.788574
	Iteration 0F: 3 clusters Score -2855859 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2860370.250000 Penalty: 4897.788574
	Iteration 1F: 3 clusters Score -2860370 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2860813.750000 Penalty: 4897.788574
	Iteration 2F: 3 clusters Score -2860814 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2861175.750000 Penalty: 4897.788574
	Iteration 3Q: 3 clusters Score -2861176 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -2861564.500000 Penalty: 4897.788574
	Iteration 4Q: 3 clusters Score -2861564 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2861975.500000 Penalty: 4897.788574
	Iteration 5Q: 3 clusters Score -2861976 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2862545.500000 Penalty: 4897.788574
	Iteration 6F: 3 clusters Score -2862546 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -2863267.750000 Penalty: 4897.788574
	Iteration 7F: 3 clusters Score -2863268 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2864084.000000 Penalty: 4897.788574
	Iteration 8F: 3 clusters Score -2864084 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2864883.750000 Penalty: 4897.788574
	Iteration 9F: 3 clusters Score -2864884 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2865553.500000 Penalty: 4897.788574
	Iteration 10Q: 3 clusters Score -2865554 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2866061.750000 Penalty: 4897.788574
	Iteration 11Q: 3 clusters Score -2866062 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2866462.000000 Penalty: 4897.788574
	Iteration 12Q: 3 clusters Score -2866462 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2866745.000000 Penalty: 4897.788574
	Iteration 13Q: 3 clusters Score -2866745 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2866992.750000 Penalty: 4897.788574
	Iteration 14Q: 3 clusters Score -2866993 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2867249.750000 Penalty: 4897.788574
	Iteration 15Q: 3 clusters Score -2867250 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2867550.500000 Penalty: 4897.788574
	Iteration 16Q: 3 clusters Score -2867550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2867883.750000 Penalty: 4897.788574
	Iteration 17Q: 3 clusters Score -2867884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2868108.500000 Penalty: 4897.788574
	Iteration 18Q: 3 clusters Score -2868108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2868220.000000 Penalty: 4897.788574
	Iteration 19Q: 3 clusters Score -2868220 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2868275.750000 Penalty: 4897.788574
	Iteration 20F: 3 clusters Score -2868276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2868313.000000 Penalty: 4897.788574
	Iteration 21Q: 3 clusters Score -2868313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2868330.500000 Penalty: 4897.788574
	Iteration 22Q: 3 clusters Score -2868330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2868347.000000 Penalty: 4897.788574
	Iteration 23Q: 3 clusters Score -2868347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2868362.000000 Penalty: 4897.788574
	Iteration 24Q: 3 clusters Score -2868362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2868375.250000 Penalty: 4897.788574
	Iteration 25Q: 3 clusters Score -2868375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2868382.000000 Penalty: 4897.788574
	Iteration 26Q: 3 clusters Score -2868382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2868389.250000 Penalty: 4897.788574
	Iteration 27Q: 3 clusters Score -2868389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2868393.000000 Penalty: 4897.788574
	Iteration 28Q: 3 clusters Score -2868393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2868398.750000 Penalty: 4897.788574
	Iteration 29Q: 3 clusters Score -2868399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2868414.500000 Penalty: 4897.788574
	Iteration 30Q: 3 clusters Score -2868414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2868408.500000 Penalty: 4897.788574
	Iteration 31Q: 3 clusters Score -2868408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2868412.250000 Penalty: 4897.788574
	Iteration 32Q: 3 clusters Score -2868412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2868418.000000 Penalty: 4897.788574
	Iteration 33Q: 3 clusters Score -2868418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2868418.000000 Penalty: 4897.788574
	Iteration 34Q: 3 clusters Score -2868418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2868418.250000 Penalty: 4897.788574
	Iteration 35Q: 3 clusters Score -2868418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2868418.250000 Penalty: 4897.788574
	Iteration 36F: 3 clusters Score -2868418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -599476.750000 Penalty: 2073.645752
	Iteration 0F: 2 clusters Score -599476.8 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 2200 members 
Entering Unmasked Estep 
Score: -595483.812500 Penalty: 4147.291504
	Iteration 0F: 3 clusters Score -595483.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -596463.687500 Penalty: 4147.291504
	Iteration 1F: 3 clusters Score -596463.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -596720.812500 Penalty: 4147.291504
	Iteration 2F: 3 clusters Score -596720.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -596933.437500 Penalty: 4147.291504
	Iteration 3F: 3 clusters Score -596933.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -597116.625000 Penalty: 4147.291504
	Iteration 4F: 3 clusters Score -597116.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -597246.625000 Penalty: 4147.291504
	Iteration 5Q: 3 clusters Score -597246.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -597379.500000 Penalty: 4147.291504
	Iteration 6Q: 3 clusters Score -597379.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -597503.875000 Penalty: 4147.291504
	Iteration 7Q: 3 clusters Score -597503.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -597622.187500 Penalty: 4147.291504
	Iteration 8Q: 3 clusters Score -597622.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -597732.125000 Penalty: 4147.291504
	Iteration 9Q: 3 clusters Score -597732.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -597800.187500 Penalty: 4147.291504
	Iteration 10Q: 3 clusters Score -597800.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -597849.062500 Penalty: 4147.291504
	Iteration 11Q: 3 clusters Score -597849.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -597898.312500 Penalty: 4147.291504
	Iteration 12Q: 3 clusters Score -597898.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -597952.500000 Penalty: 4147.291504
	Iteration 13Q: 3 clusters Score -597952.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -598003.187500 Penalty: 4147.291504
	Iteration 14Q: 3 clusters Score -598003.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -598056.125000 Penalty: 4147.291504
	Iteration 15Q: 3 clusters Score -598056.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -598103.062500 Penalty: 4147.291504
	Iteration 16Q: 3 clusters Score -598103.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -598136.250000 Penalty: 4147.291504
	Iteration 17Q: 3 clusters Score -598136.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -598158.562500 Penalty: 4147.291504
	Iteration 18Q: 3 clusters Score -598158.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -598189.687500 Penalty: 4147.291504
	Iteration 19Q: 3 clusters Score -598189.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -598234.687500 Penalty: 4147.291504
	Iteration 20F: 3 clusters Score -598234.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -598289.500000 Penalty: 4147.291504
	Iteration 21Q: 3 clusters Score -598289.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -598350.375000 Penalty: 4147.291504
	Iteration 22Q: 3 clusters Score -598350.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -598397.500000 Penalty: 4147.291504
	Iteration 23Q: 3 clusters Score -598397.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -598447.187500 Penalty: 4147.291504
	Iteration 24Q: 3 clusters Score -598447.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -598494.687500 Penalty: 4147.291504
	Iteration 25Q: 3 clusters Score -598494.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -598529.312500 Penalty: 4147.291504
	Iteration 26Q: 3 clusters Score -598529.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -598547.312500 Penalty: 4147.291504
	Iteration 27Q: 3 clusters Score -598547.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -598556.812500 Penalty: 4147.291504
	Iteration 28Q: 3 clusters Score -598556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -598559.937500 Penalty: 4147.291504
	Iteration 29Q: 3 clusters Score -598559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -598560.437500 Penalty: 4147.291504
	Iteration 30Q: 3 clusters Score -598560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -598560.437500 Penalty: 4147.291504
	Iteration 31Q: 3 clusters Score -598560.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -598561.937500 Penalty: 4147.291504
	Iteration 32Q: 3 clusters Score -598561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -598561.937500 Penalty: 4147.291504
	Iteration 33F: 3 clusters Score -598561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -1084822.250000 Penalty: 2204.719482
	Iteration 0F: 2 clusters Score -1084822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1078924.500000 Penalty: 4409.438965
	Iteration 0F: 3 clusters Score -1078924 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1080558.250000 Penalty: 4409.438965
	Iteration 1F: 3 clusters Score -1080558 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1080785.375000 Penalty: 4409.438965
	Iteration 2F: 3 clusters Score -1080785 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1080915.125000 Penalty: 4409.438965
	Iteration 3Q: 3 clusters Score -1080915 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1081016.000000 Penalty: 4409.438965
	Iteration 4Q: 3 clusters Score -1081016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1081087.125000 Penalty: 4409.438965
	Iteration 5Q: 3 clusters Score -1081087 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1081149.750000 Penalty: 4409.438965
	Iteration 6Q: 3 clusters Score -1081150 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1081205.375000 Penalty: 4409.438965
	Iteration 7Q: 3 clusters Score -1081205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1081248.000000 Penalty: 4409.438965
	Iteration 8Q: 3 clusters Score -1081248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1081275.375000 Penalty: 4409.438965
	Iteration 9Q: 3 clusters Score -1081275 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1081306.375000 Penalty: 4409.438965
	Iteration 10Q: 3 clusters Score -1081306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1081338.750000 Penalty: 4409.438965
	Iteration 11Q: 3 clusters Score -1081339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1081369.875000 Penalty: 4409.438965
	Iteration 12Q: 3 clusters Score -1081370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1081397.625000 Penalty: 4409.438965
	Iteration 13Q: 3 clusters Score -1081398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1081430.250000 Penalty: 4409.438965
	Iteration 14Q: 3 clusters Score -1081430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1081457.000000 Penalty: 4409.438965
	Iteration 15Q: 3 clusters Score -1081457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1081486.000000 Penalty: 4409.438965
	Iteration 16Q: 3 clusters Score -1081486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1081511.875000 Penalty: 4409.438965
	Iteration 17Q: 3 clusters Score -1081512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1081531.375000 Penalty: 4409.438965
	Iteration 18Q: 3 clusters Score -1081531 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1081550.125000 Penalty: 4409.438965
	Iteration 19Q: 3 clusters Score -1081550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1081566.875000 Penalty: 4409.438965
	Iteration 20F: 3 clusters Score -1081567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1081583.000000 Penalty: 4409.438965
	Iteration 21Q: 3 clusters Score -1081583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1081592.750000 Penalty: 4409.438965
	Iteration 22Q: 3 clusters Score -1081593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1081606.875000 Penalty: 4409.438965
	Iteration 23Q: 3 clusters Score -1081607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1081620.125000 Penalty: 4409.438965
	Iteration 24Q: 3 clusters Score -1081620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1081634.375000 Penalty: 4409.438965
	Iteration 25Q: 3 clusters Score -1081634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1081648.500000 Penalty: 4409.438965
	Iteration 26Q: 3 clusters Score -1081648 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1081654.500000 Penalty: 4409.438965
	Iteration 27Q: 3 clusters Score -1081654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1081663.250000 Penalty: 4409.438965
	Iteration 28Q: 3 clusters Score -1081663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1081669.125000 Penalty: 4409.438965
	Iteration 29Q: 3 clusters Score -1081669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1081675.250000 Penalty: 4409.438965
	Iteration 30Q: 3 clusters Score -1081675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1081681.625000 Penalty: 4409.438965
	Iteration 31Q: 3 clusters Score -1081682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1081689.875000 Penalty: 4409.438965
	Iteration 32Q: 3 clusters Score -1081690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1081692.250000 Penalty: 4409.438965
	Iteration 33Q: 3 clusters Score -1081692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1081698.625000 Penalty: 4409.438965
	Iteration 34Q: 3 clusters Score -1081699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1081702.500000 Penalty: 4409.438965
	Iteration 35Q: 3 clusters Score -1081702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1081702.875000 Penalty: 4409.438965
	Iteration 36Q: 3 clusters Score -1081703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1081705.875000 Penalty: 4409.438965
	Iteration 37Q: 3 clusters Score -1081706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1081706.750000 Penalty: 4409.438965
	Iteration 38Q: 3 clusters Score -1081707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1081709.250000 Penalty: 4409.438965
	Iteration 39Q: 3 clusters Score -1081709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1081708.875000 Penalty: 4409.438965
	Iteration 40F: 3 clusters Score -1081709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1081713.250000 Penalty: 4409.438965
	Iteration 41Q: 3 clusters Score -1081713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1081715.750000 Penalty: 4409.438965
	Iteration 42Q: 3 clusters Score -1081716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1081720.125000 Penalty: 4409.438965
	Iteration 43Q: 3 clusters Score -1081720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1081725.250000 Penalty: 4409.438965
	Iteration 44Q: 3 clusters Score -1081725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1081731.000000 Penalty: 4409.438965
	Iteration 45Q: 3 clusters Score -1081731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1081735.375000 Penalty: 4409.438965
	Iteration 46Q: 3 clusters Score -1081735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1081744.375000 Penalty: 4409.438965
	Iteration 47Q: 3 clusters Score -1081744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1081752.625000 Penalty: 4409.438965
	Iteration 48Q: 3 clusters Score -1081753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1081762.625000 Penalty: 4409.438965
	Iteration 49Q: 3 clusters Score -1081763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1081770.375000 Penalty: 4409.438965
	Iteration 50Q: 3 clusters Score -1081770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1081774.000000 Penalty: 4409.438965
	Iteration 51Q: 3 clusters Score -1081774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1081780.500000 Penalty: 4409.438965
	Iteration 52Q: 3 clusters Score -1081780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1081781.750000 Penalty: 4409.438965
	Iteration 53Q: 3 clusters Score -1081782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1081786.250000 Penalty: 4409.438965
	Iteration 54Q: 3 clusters Score -1081786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1081787.500000 Penalty: 4409.438965
	Iteration 55Q: 3 clusters Score -1081788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1081788.375000 Penalty: 4409.438965
	Iteration 56Q: 3 clusters Score -1081788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1081790.000000 Penalty: 4409.438965
	Iteration 57Q: 3 clusters Score -1081790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1081790.375000 Penalty: 4409.438965
	Iteration 58Q: 3 clusters Score -1081790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1081792.000000 Penalty: 4409.438965
	Iteration 59Q: 3 clusters Score -1081792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1081790.875000 Penalty: 4409.438965
	Iteration 60F: 3 clusters Score -1081791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -328385.187500 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -328385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -325566.062500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -325566.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -326315.062500 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -326315.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -326730.125000 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -326730.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -327153.156250 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -327153.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -327452.312500 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -327452.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -327626.312500 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -327626.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -327756.875000 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -327756.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -327889.281250 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -327889.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328013.062500 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -328013.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -328164.312500 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -328164.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -328364.656250 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -328364.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328531.250000 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -328531.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -328706.250000 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -328706.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -328839.656250 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -328839.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -328892.562500 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -328892.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -328905.625000 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -328905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -328911.218750 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -328911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -328912.781250 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -328912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -328912.781250 Penalty: 3849.614258
	Iteration 18F: 3 clusters Score -328912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16699 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 60235 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 1222 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53084 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97982 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1126 members 
Entering Unmasked Estep 
Score: -115071784.000000 Penalty: 171962.734375
Splitting cluster 27 changes total score from -115072768.000000 to -115071784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Entering Unmasked Estep 
Score: -1222259.375000 Penalty: 2257.786865
	Iteration 0F: 2 clusters Score -1222259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1215378.625000 Penalty: 4515.573730
	Iteration 0F: 3 clusters Score -1215379 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1217592.125000 Penalty: 4515.573730
	Iteration 1F: 3 clusters Score -1217592 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1218175.500000 Penalty: 4515.573730
	Iteration 2F: 3 clusters Score -1218176 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1218664.750000 Penalty: 4515.573730
	Iteration 3F: 3 clusters Score -1218665 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1219040.125000 Penalty: 4515.573730
	Iteration 4F: 3 clusters Score -1219040 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1219323.875000 Penalty: 4515.573730
	Iteration 5F: 3 clusters Score -1219324 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1219551.750000 Penalty: 4515.573730
	Iteration 6Q: 3 clusters Score -1219552 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1219692.875000 Penalty: 4515.573730
	Iteration 7Q: 3 clusters Score -1219693 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1219802.250000 Penalty: 4515.573730
	Iteration 8Q: 3 clusters Score -1219802 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1219899.250000 Penalty: 4515.573730
	Iteration 9Q: 3 clusters Score -1219899 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1219982.125000 Penalty: 4515.573730
	Iteration 10Q: 3 clusters Score -1219982 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1220040.000000 Penalty: 4515.573730
	Iteration 11Q: 3 clusters Score -1220040 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1220096.500000 Penalty: 4515.573730
	Iteration 12Q: 3 clusters Score -1220096 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1220153.500000 Penalty: 4515.573730
	Iteration 13Q: 3 clusters Score -1220154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1220221.125000 Penalty: 4515.573730
	Iteration 14Q: 3 clusters Score -1220221 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1220279.000000 Penalty: 4515.573730
	Iteration 15Q: 3 clusters Score -1220279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1220344.625000 Penalty: 4515.573730
	Iteration 16Q: 3 clusters Score -1220345 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1220391.750000 Penalty: 4515.573730
	Iteration 17Q: 3 clusters Score -1220392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1220461.375000 Penalty: 4515.573730
	Iteration 18Q: 3 clusters Score -1220461 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1220520.875000 Penalty: 4515.573730
	Iteration 19Q: 3 clusters Score -1220521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1220593.125000 Penalty: 4515.573730
	Iteration 20F: 3 clusters Score -1220593 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1220656.000000 Penalty: 4515.573730
	Iteration 21Q: 3 clusters Score -1220656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1220737.625000 Penalty: 4515.573730
	Iteration 22Q: 3 clusters Score -1220738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1220836.375000 Penalty: 4515.573730
	Iteration 23Q: 3 clusters Score -1220836 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1220943.750000 Penalty: 4515.573730
	Iteration 24Q: 3 clusters Score -1220944 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1221078.875000 Penalty: 4515.573730
	Iteration 25Q: 3 clusters Score -1221079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1221227.000000 Penalty: 4515.573730
	Iteration 26Q: 3 clusters Score -1221227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1221299.375000 Penalty: 4515.573730
	Iteration 27Q: 3 clusters Score -1221299 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1221341.750000 Penalty: 4515.573730
	Iteration 28Q: 3 clusters Score -1221342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1221363.500000 Penalty: 4515.573730
	Iteration 29Q: 3 clusters Score -1221364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1221379.250000 Penalty: 4515.573730
	Iteration 30Q: 3 clusters Score -1221379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1221382.750000 Penalty: 4515.573730
	Iteration 31Q: 3 clusters Score -1221383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1221384.625000 Penalty: 4515.573730
	Iteration 32Q: 3 clusters Score -1221385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1221386.375000 Penalty: 4515.573730
	Iteration 33Q: 3 clusters Score -1221386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1221386.625000 Penalty: 4515.573730
	Iteration 34Q: 3 clusters Score -1221387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1221387.125000 Penalty: 4515.573730
	Iteration 35Q: 3 clusters Score -1221387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1221387.000000 Penalty: 4515.573730
	Iteration 36Q: 3 clusters Score -1221387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1221387.875000 Penalty: 4515.573730
	Iteration 37Q: 3 clusters Score -1221388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1221392.750000 Penalty: 4515.573730
	Iteration 38Q: 3 clusters Score -1221393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1221393.250000 Penalty: 4515.573730
	Iteration 39F: 3 clusters Score -1221393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1221390.375000 Penalty: 4515.573730
	Iteration 40F: 3 clusters Score -1221390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (53084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Entering Unmasked Estep 
Score: -7951771.500000 Penalty: 2698.148438
	Iteration 0F: 2 clusters Score -7951772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -7916047.500000 Penalty: 5396.296875
	Iteration 0F: 3 clusters Score -7916048 nChanged 24644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -7929778.000000 Penalty: 5396.296875
	Iteration 1F: 3 clusters Score -7929778 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -7930638.500000 Penalty: 5396.296875
	Iteration 2Q: 3 clusters Score -7930638 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -7931657.000000 Penalty: 5396.296875
	Iteration 3Q: 3 clusters Score -7931657 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7932846.000000 Penalty: 5396.296875
	Iteration 4F: 3 clusters Score -7932846 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7934263.500000 Penalty: 5396.296875
	Iteration 5F: 3 clusters Score -7934264 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7935929.500000 Penalty: 5396.296875
	Iteration 6F: 3 clusters Score -7935930 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7937695.000000 Penalty: 5396.296875
	Iteration 7F: 3 clusters Score -7937695 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -7939303.500000 Penalty: 5396.296875
	Iteration 8F: 3 clusters Score -7939304 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7940682.500000 Penalty: 5396.296875
	Iteration 9Q: 3 clusters Score -7940682 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -7941958.500000 Penalty: 5396.296875
	Iteration 10Q: 3 clusters Score -7941958 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -7943148.000000 Penalty: 5396.296875
	Iteration 11Q: 3 clusters Score -7943148 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -7944375.000000 Penalty: 5396.296875
	Iteration 12Q: 3 clusters Score -7944375 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -7945575.000000 Penalty: 5396.296875
	Iteration 13Q: 3 clusters Score -7945575 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -7946779.000000 Penalty: 5396.296875
	Iteration 14Q: 3 clusters Score -7946779 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -7947660.500000 Penalty: 5396.296875
	Iteration 15Q: 3 clusters Score -7947660 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -7948314.500000 Penalty: 5396.296875
	Iteration 16Q: 3 clusters Score -7948314 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -7948727.000000 Penalty: 5396.296875
	Iteration 17Q: 3 clusters Score -7948727 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -7948938.500000 Penalty: 5396.296875
	Iteration 18Q: 3 clusters Score -7948938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -7949051.000000 Penalty: 5396.296875
	Iteration 19Q: 3 clusters Score -7949051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -7949176.000000 Penalty: 5396.296875
	Iteration 20F: 3 clusters Score -7949176 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -7949240.000000 Penalty: 5396.296875
	Iteration 21Q: 3 clusters Score -7949240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -7949276.500000 Penalty: 5396.296875
	Iteration 22Q: 3 clusters Score -7949276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -7949304.000000 Penalty: 5396.296875
	Iteration 23Q: 3 clusters Score -7949304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -7949321.500000 Penalty: 5396.296875
	Iteration 24Q: 3 clusters Score -7949322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -7949347.500000 Penalty: 5396.296875
	Iteration 25Q: 3 clusters Score -7949348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7949364.500000 Penalty: 5396.296875
	Iteration 26Q: 3 clusters Score -7949364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -7949365.500000 Penalty: 5396.296875
	Iteration 27Q: 3 clusters Score -7949366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -7949370.500000 Penalty: 5396.296875
	Iteration 28Q: 3 clusters Score -7949370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -7949385.500000 Penalty: 5396.296875
	Iteration 29Q: 3 clusters Score -7949386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7949385.000000 Penalty: 5396.296875
	Iteration 30Q: 3 clusters Score -7949385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7949385.000000 Penalty: 5396.296875
	Iteration 31F: 3 clusters Score -7949385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Entering Unmasked Estep 
Score: -1969929.500000 Penalty: 2354.888916
	Iteration 0F: 2 clusters Score -1969930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1960054.375000 Penalty: 4709.777832
	Iteration 0F: 3 clusters Score -1960054 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1963216.875000 Penalty: 4709.777832
	Iteration 1F: 3 clusters Score -1963217 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1963644.000000 Penalty: 4709.777832
	Iteration 2F: 3 clusters Score -1963644 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1964024.000000 Penalty: 4709.777832
	Iteration 3F: 3 clusters Score -1964024 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1964343.000000 Penalty: 4709.777832
	Iteration 4Q: 3 clusters Score -1964343 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1964614.500000 Penalty: 4709.777832
	Iteration 5Q: 3 clusters Score -1964614 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1964846.000000 Penalty: 4709.777832
	Iteration 6Q: 3 clusters Score -1964846 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1965055.625000 Penalty: 4709.777832
	Iteration 7Q: 3 clusters Score -1965056 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1965256.500000 Penalty: 4709.777832
	Iteration 8Q: 3 clusters Score -1965256 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1965474.500000 Penalty: 4709.777832
	Iteration 9Q: 3 clusters Score -1965474 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1965679.000000 Penalty: 4709.777832
	Iteration 10Q: 3 clusters Score -1965679 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1965890.750000 Penalty: 4709.777832
	Iteration 11Q: 3 clusters Score -1965891 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1966077.375000 Penalty: 4709.777832
	Iteration 12Q: 3 clusters Score -1966077 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1966241.250000 Penalty: 4709.777832
	Iteration 13Q: 3 clusters Score -1966241 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1966392.750000 Penalty: 4709.777832
	Iteration 14Q: 3 clusters Score -1966393 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1966528.125000 Penalty: 4709.777832
	Iteration 15Q: 3 clusters Score -1966528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1966683.250000 Penalty: 4709.777832
	Iteration 16Q: 3 clusters Score -1966683 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1966842.250000 Penalty: 4709.777832
	Iteration 17Q: 3 clusters Score -1966842 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1967005.750000 Penalty: 4709.777832
	Iteration 18Q: 3 clusters Score -1967006 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1967196.000000 Penalty: 4709.777832
	Iteration 19Q: 3 clusters Score -1967196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1967358.125000 Penalty: 4709.777832
	Iteration 20F: 3 clusters Score -1967358 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1967518.250000 Penalty: 4709.777832
	Iteration 21Q: 3 clusters Score -1967518 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1967649.875000 Penalty: 4709.777832
	Iteration 22Q: 3 clusters Score -1967650 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1967746.500000 Penalty: 4709.777832
	Iteration 23Q: 3 clusters Score -1967746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1967801.125000 Penalty: 4709.777832
	Iteration 24Q: 3 clusters Score -1967801 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1967844.375000 Penalty: 4709.777832
	Iteration 25Q: 3 clusters Score -1967844 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1967877.750000 Penalty: 4709.777832
	Iteration 26Q: 3 clusters Score -1967878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1967898.750000 Penalty: 4709.777832
	Iteration 27Q: 3 clusters Score -1967899 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1967915.625000 Penalty: 4709.777832
	Iteration 28Q: 3 clusters Score -1967916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1967928.500000 Penalty: 4709.777832
	Iteration 29Q: 3 clusters Score -1967928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1967946.000000 Penalty: 4709.777832
	Iteration 30Q: 3 clusters Score -1967946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1967956.750000 Penalty: 4709.777832
	Iteration 31Q: 3 clusters Score -1967957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1967974.250000 Penalty: 4709.777832
	Iteration 32Q: 3 clusters Score -1967974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1967980.000000 Penalty: 4709.777832
	Iteration 33Q: 3 clusters Score -1967980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1967992.250000 Penalty: 4709.777832
	Iteration 34Q: 3 clusters Score -1967992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1967996.125000 Penalty: 4709.777832
	Iteration 35Q: 3 clusters Score -1967996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1968002.875000 Penalty: 4709.777832
	Iteration 36Q: 3 clusters Score -1968003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1968008.375000 Penalty: 4709.777832
	Iteration 37Q: 3 clusters Score -1968008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1968014.375000 Penalty: 4709.777832
	Iteration 38Q: 3 clusters Score -1968014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1968008.750000 Penalty: 4709.777832
	Iteration 39Q: 3 clusters Score -1968009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1968015.750000 Penalty: 4709.777832
	Iteration 40F: 3 clusters Score -1968016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1968022.875000 Penalty: 4709.777832
	Iteration 41Q: 3 clusters Score -1968023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1968028.750000 Penalty: 4709.777832
	Iteration 42Q: 3 clusters Score -1968029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1968028.625000 Penalty: 4709.777832
	Iteration 43Q: 3 clusters Score -1968029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1968027.875000 Penalty: 4709.777832
	Iteration 44Q: 3 clusters Score -1968028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1968029.375000 Penalty: 4709.777832
	Iteration 45Q: 3 clusters Score -1968029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1968028.250000 Penalty: 4709.777832
	Iteration 46Q: 3 clusters Score -1968028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1968030.125000 Penalty: 4709.777832
	Iteration 47Q: 3 clusters Score -1968030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1968034.125000 Penalty: 4709.777832
	Iteration 48Q: 3 clusters Score -1968034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1968035.875000 Penalty: 4709.777832
	Iteration 49Q: 3 clusters Score -1968036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1968037.750000 Penalty: 4709.777832
	Iteration 50Q: 3 clusters Score -1968038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1968043.125000 Penalty: 4709.777832
	Iteration 51Q: 3 clusters Score -1968043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1968041.625000 Penalty: 4709.777832
	Iteration 52Q: 3 clusters Score -1968042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1968046.875000 Penalty: 4709.777832
	Iteration 53Q: 3 clusters Score -1968047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1968042.125000 Penalty: 4709.777832
	Iteration 54Q: 3 clusters Score -1968042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1968045.500000 Penalty: 4709.777832
	Iteration 55Q: 3 clusters Score -1968046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1968050.125000 Penalty: 4709.777832
	Iteration 56Q: 3 clusters Score -1968050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1968052.875000 Penalty: 4709.777832
	Iteration 57Q: 3 clusters Score -1968053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1968055.375000 Penalty: 4709.777832
	Iteration 58Q: 3 clusters Score -1968055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1968054.125000 Penalty: 4709.777832
	Iteration 59Q: 3 clusters Score -1968054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1968053.750000 Penalty: 4709.777832
	Iteration 60F: 3 clusters Score -1968054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1968051.500000 Penalty: 4709.777832
	Iteration 61Q: 3 clusters Score -1968052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1968053.500000 Penalty: 4709.777832
	Iteration 62Q: 3 clusters Score -1968054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1968053.500000 Penalty: 4709.777832
	Iteration 63F: 3 clusters Score -1968054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Entering Unmasked Estep 
Score: -14637179.000000 Penalty: 2848.799561
	Iteration 0F: 2 clusters Score -1.463718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -14572164.000000 Penalty: 5697.599121
	Iteration 0F: 3 clusters Score -1.457216e+07 nChanged 46129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -14598897.000000 Penalty: 5697.599121
	Iteration 1F: 3 clusters Score -1.45989e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -14600297.000000 Penalty: 5697.599121
	Iteration 2Q: 3 clusters Score -1.46003e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -14602406.000000 Penalty: 5697.599121
	Iteration 3Q: 3 clusters Score -1.460241e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -14606297.000000 Penalty: 5697.599121
	Iteration 4F: 3 clusters Score -1.46063e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -14612798.000000 Penalty: 5697.599121
	Iteration 5F: 3 clusters Score -1.46128e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -14621042.000000 Penalty: 5697.599121
	Iteration 6F: 3 clusters Score -1.462104e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -14628144.000000 Penalty: 5697.599121
	Iteration 7F: 3 clusters Score -1.462814e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -14632250.000000 Penalty: 5697.599121
	Iteration 8Q: 3 clusters Score -1.463225e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96311 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14633777.000000 Penalty: 5697.599121
	Iteration 9Q: 3 clusters Score -1.463378e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -14634223.000000 Penalty: 5697.599121
	Iteration 10Q: 3 clusters Score -1.463422e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -14634416.000000 Penalty: 5697.599121
	Iteration 11Q: 3 clusters Score -1.463442e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14634510.000000 Penalty: 5697.599121
	Iteration 12Q: 3 clusters Score -1.463451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97086 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -14634571.000000 Penalty: 5697.599121
	Iteration 13Q: 3 clusters Score -1.463457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14634598.000000 Penalty: 5697.599121
	Iteration 14Q: 3 clusters Score -1.46346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14634621.000000 Penalty: 5697.599121
	Iteration 15Q: 3 clusters Score -1.463462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14634641.000000 Penalty: 5697.599121
	Iteration 16Q: 3 clusters Score -1.463464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14634666.000000 Penalty: 5697.599121
	Iteration 17Q: 3 clusters Score -1.463467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97138 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14634678.000000 Penalty: 5697.599121
	Iteration 18Q: 3 clusters Score -1.463468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97141 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14634685.000000 Penalty: 5697.599121
	Iteration 19Q: 3 clusters Score -1.463468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97145 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14634686.000000 Penalty: 5697.599121
	Iteration 20F: 3 clusters Score -1.463469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14634686.000000 Penalty: 5697.599121
	Iteration 21Q: 3 clusters Score -1.463469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -14634687.000000 Penalty: 5697.599121
	Iteration 22Q: 3 clusters Score -1.463469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14634681.000000 Penalty: 5697.599121
	Iteration 23Q: 3 clusters Score -1.463468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -14634683.000000 Penalty: 5697.599121
	Iteration 24Q: 3 clusters Score -1.463468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14634681.000000 Penalty: 5697.599121
	Iteration 25Q: 3 clusters Score -1.463468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97150 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14634681.000000 Penalty: 5697.599121
	Iteration 26F: 3 clusters Score -1.463468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72340.414062 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72340.41 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72511.242188 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72511.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72567.523438 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -72567.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72594.125000 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72594.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72621.335938 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72621.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72643.476562 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72643.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72654.414062 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72654.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72669.468750 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -72669.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72688.578125 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -72688.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72722.460938 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -72722.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72744.640625 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -72744.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72754.843750 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -72754.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72764.937500 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -72764.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72778.601562 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -72778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72789.859375 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -72789.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72794.703125 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -72794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72796.664062 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -72796.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72796.664062 Penalty: 3121.535889
	Iteration 17F: 3 clusters Score -72796.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -901313.000000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -901313 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 3011 members 
Entering Unmasked Estep 
Score: -896086.687500 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -896086.7 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -897603.625000 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -897603.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -898144.750000 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -898144.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -898660.312500 Penalty: 4333.298828
	Iteration 3F: 3 clusters Score -898660.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -899110.687500 Penalty: 4333.298828
	Iteration 4F: 3 clusters Score -899110.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -899472.625000 Penalty: 4333.298828
	Iteration 5F: 3 clusters Score -899472.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -899685.250000 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -899685.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -899785.000000 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -899785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -899822.500000 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -899822.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -899846.625000 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -899846.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -899854.375000 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -899854.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -899871.187500 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -899871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -899878.812500 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -899878.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -899882.437500 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -899882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -899886.062500 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -899886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -899888.625000 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -899888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -899891.875000 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -899891.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -899895.562500 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -899895.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -899897.312500 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -899897.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -899897.750000 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -899897.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -899897.687500 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -899897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -899897.812500 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -899897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -899897.812500 Penalty: 4333.298828
	Iteration 22F: 3 clusters Score -899897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -797801.312500 Penalty: 2140.635010
	Iteration 0F: 2 clusters Score -797801.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -792894.500000 Penalty: 4281.270020
	Iteration 0F: 3 clusters Score -792894.5 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -794124.375000 Penalty: 4281.270020
	Iteration 1F: 3 clusters Score -794124.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -794454.187500 Penalty: 4281.270020
	Iteration 2F: 3 clusters Score -794454.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -794747.312500 Penalty: 4281.270020
	Iteration 3F: 3 clusters Score -794747.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -795072.625000 Penalty: 4281.270020
	Iteration 4F: 3 clusters Score -795072.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -795389.812500 Penalty: 4281.270020
	Iteration 5F: 3 clusters Score -795389.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -795655.937500 Penalty: 4281.270020
	Iteration 6F: 3 clusters Score -795655.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -795881.812500 Penalty: 4281.270020
	Iteration 7Q: 3 clusters Score -795881.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -796042.875000 Penalty: 4281.270020
	Iteration 8Q: 3 clusters Score -796042.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -796154.562500 Penalty: 4281.270020
	Iteration 9Q: 3 clusters Score -796154.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -796218.750000 Penalty: 4281.270020
	Iteration 10Q: 3 clusters Score -796218.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -796272.125000 Penalty: 4281.270020
	Iteration 11Q: 3 clusters Score -796272.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -796307.437500 Penalty: 4281.270020
	Iteration 12Q: 3 clusters Score -796307.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -796340.750000 Penalty: 4281.270020
	Iteration 13Q: 3 clusters Score -796340.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -796362.625000 Penalty: 4281.270020
	Iteration 14Q: 3 clusters Score -796362.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -796379.875000 Penalty: 4281.270020
	Iteration 15Q: 3 clusters Score -796379.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -796392.687500 Penalty: 4281.270020
	Iteration 16Q: 3 clusters Score -796392.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -796403.187500 Penalty: 4281.270020
	Iteration 17Q: 3 clusters Score -796403.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -796408.687500 Penalty: 4281.270020
	Iteration 18Q: 3 clusters Score -796408.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -796414.500000 Penalty: 4281.270020
	Iteration 19Q: 3 clusters Score -796414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -796419.437500 Penalty: 4281.270020
	Iteration 20F: 3 clusters Score -796419.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -796420.562500 Penalty: 4281.270020
	Iteration 21Q: 3 clusters Score -796420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -796423.250000 Penalty: 4281.270020
	Iteration 22Q: 3 clusters Score -796423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -796427.062500 Penalty: 4281.270020
	Iteration 23Q: 3 clusters Score -796427.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -796426.500000 Penalty: 4281.270020
	Iteration 24Q: 3 clusters Score -796426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -796428.000000 Penalty: 4281.270020
	Iteration 25Q: 3 clusters Score -796428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -796429.312500 Penalty: 4281.270020
	Iteration 26Q: 3 clusters Score -796429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -796428.187500 Penalty: 4281.270020
	Iteration 27Q: 3 clusters Score -796428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -796427.812500 Penalty: 4281.270020
	Iteration 28Q: 3 clusters Score -796427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -796428.625000 Penalty: 4281.270020
	Iteration 29Q: 3 clusters Score -796428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -796431.062500 Penalty: 4281.270020
	Iteration 30Q: 3 clusters Score -796431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -796429.312500 Penalty: 4281.270020
	Iteration 31Q: 3 clusters Score -796429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -796429.312500 Penalty: 4281.270020
	Iteration 32F: 3 clusters Score -796429.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12472.781250 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12472.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12716.712891 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12716.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12752.123047 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12752.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12766.285156 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12766.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12766.285156 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -12766.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Entering Unmasked Estep 
Score: -11951174.000000 Penalty: 2800.281006
	Iteration 0F: 2 clusters Score -1.195117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -11897547.000000 Penalty: 5600.562012
	Iteration 0F: 3 clusters Score -1.189755e+07 nChanged 37771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -11918818.000000 Penalty: 5600.562012
	Iteration 1F: 3 clusters Score -1.191882e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -11919778.000000 Penalty: 5600.562012
	Iteration 2Q: 3 clusters Score -1.191978e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -11920889.000000 Penalty: 5600.562012
	Iteration 3Q: 3 clusters Score -1.192089e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -11922363.000000 Penalty: 5600.562012
	Iteration 4Q: 3 clusters Score -1.192236e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -11924529.000000 Penalty: 5600.562012
	Iteration 5F: 3 clusters Score -1.192453e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53110 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -11927806.000000 Penalty: 5600.562012
	Iteration 6F: 3 clusters Score -1.192781e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -11932244.000000 Penalty: 5600.562012
	Iteration 7F: 3 clusters Score -1.193224e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63126 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -11937129.000000 Penalty: 5600.562012
	Iteration 8F: 3 clusters Score -1.193713e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -11941054.000000 Penalty: 5600.562012
	Iteration 9F: 3 clusters Score -1.194105e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -11943964.000000 Penalty: 5600.562012
	Iteration 10Q: 3 clusters Score -1.194396e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -11945873.000000 Penalty: 5600.562012
	Iteration 11Q: 3 clusters Score -1.194587e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75212 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -11947110.000000 Penalty: 5600.562012
	Iteration 12Q: 3 clusters Score -1.194711e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76638 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -11948153.000000 Penalty: 5600.562012
	Iteration 13Q: 3 clusters Score -1.194815e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11948958.000000 Penalty: 5600.562012
	Iteration 14Q: 3 clusters Score -1.194896e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -11949515.000000 Penalty: 5600.562012
	Iteration 15Q: 3 clusters Score -1.194952e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -11949832.000000 Penalty: 5600.562012
	Iteration 16Q: 3 clusters Score -1.194983e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11950008.000000 Penalty: 5600.562012
	Iteration 17Q: 3 clusters Score -1.195001e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -11950055.000000 Penalty: 5600.562012
	Iteration 18Q: 3 clusters Score -1.195006e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79008 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -11950062.000000 Penalty: 5600.562012
	Iteration 19Q: 3 clusters Score -1.195006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -11950074.000000 Penalty: 5600.562012
	Iteration 20F: 3 clusters Score -1.195007e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -11950073.000000 Penalty: 5600.562012
	Iteration 21Q: 3 clusters Score -1.195007e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79053 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 22Q: 3 clusters Score -1.195008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79058 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 23Q: 3 clusters Score -1.195008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11950086.000000 Penalty: 5600.562012
	Iteration 24Q: 3 clusters Score -1.195009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11950102.000000 Penalty: 5600.562012
	Iteration 25Q: 3 clusters Score -1.19501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11950100.000000 Penalty: 5600.562012
	Iteration 26Q: 3 clusters Score -1.19501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11950089.000000 Penalty: 5600.562012
	Iteration 27Q: 3 clusters Score -1.195009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11950086.000000 Penalty: 5600.562012
	Iteration 28Q: 3 clusters Score -1.195009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 29Q: 3 clusters Score -1.195008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 30Q: 3 clusters Score -1.195008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11950076.000000 Penalty: 5600.562012
	Iteration 31Q: 3 clusters Score -1.195008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 32Q: 3 clusters Score -1.195008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79087 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11950083.000000 Penalty: 5600.562012
	Iteration 33F: 3 clusters Score -1.195008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -412641.968750 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -412642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -409495.687500 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -409495.7 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -410138.437500 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -410138.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -410388.406250 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -410388.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410686.812500 Penalty: 3940.292236
	Iteration 3F: 3 clusters Score -410686.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -411053.906250 Penalty: 3940.292236
	Iteration 4F: 3 clusters Score -411053.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411478.875000 Penalty: 3940.292236
	Iteration 5F: 3 clusters Score -411478.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -411742.718750 Penalty: 3940.292236
	Iteration 6F: 3 clusters Score -411742.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -411902.406250 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -411902.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -412009.531250 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -412009.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -412070.500000 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -412070.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -412120.125000 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -412120.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -412143.906250 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -412143.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -412158.125000 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -412158.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412162.906250 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -412162.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -412168.500000 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -412168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -412172.812500 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -412172.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -412175.062500 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -412175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -412176.656250 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -412176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -412179.343750 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -412179.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -412183.812500 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -412183.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -412187.875000 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -412187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -412190.781250 Penalty: 3940.292236
	Iteration 21Q: 3 clusters Score -412190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -412192.000000 Penalty: 3940.292236
	Iteration 22Q: 3 clusters Score -412192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -412192.718750 Penalty: 3940.292236
	Iteration 23Q: 3 clusters Score -412192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -412192.375000 Penalty: 3940.292236
	Iteration 24Q: 3 clusters Score -412192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -412192.375000 Penalty: 3940.292236
	Iteration 25F: 3 clusters Score -412192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Entering Unmasked Estep 
Score: -664473.312500 Penalty: 2125.776855
	Iteration 0F: 2 clusters Score -664473.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -659832.187500 Penalty: 4251.553711
	Iteration 0F: 3 clusters Score -659832.2 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -661221.562500 Penalty: 4251.553711
	Iteration 1F: 3 clusters Score -661221.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -661823.062500 Penalty: 4251.553711
	Iteration 2F: 3 clusters Score -661823.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -662265.812500 Penalty: 4251.553711
	Iteration 3F: 3 clusters Score -662265.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -662558.625000 Penalty: 4251.553711
	Iteration 4F: 3 clusters Score -662558.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -662757.187500 Penalty: 4251.553711
	Iteration 5Q: 3 clusters Score -662757.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -662886.312500 Penalty: 4251.553711
	Iteration 6Q: 3 clusters Score -662886.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -662991.187500 Penalty: 4251.553711
	Iteration 7Q: 3 clusters Score -662991.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -663056.937500 Penalty: 4251.553711
	Iteration 8Q: 3 clusters Score -663056.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -663117.312500 Penalty: 4251.553711
	Iteration 9Q: 3 clusters Score -663117.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -663170.000000 Penalty: 4251.553711
	Iteration 10Q: 3 clusters Score -663170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -663219.375000 Penalty: 4251.553711
	Iteration 11Q: 3 clusters Score -663219.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -663265.250000 Penalty: 4251.553711
	Iteration 12Q: 3 clusters Score -663265.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -663303.125000 Penalty: 4251.553711
	Iteration 13Q: 3 clusters Score -663303.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -663336.500000 Penalty: 4251.553711
	Iteration 14Q: 3 clusters Score -663336.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -663370.375000 Penalty: 4251.553711
	Iteration 15Q: 3 clusters Score -663370.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -663389.187500 Penalty: 4251.553711
	Iteration 16Q: 3 clusters Score -663389.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -663411.312500 Penalty: 4251.553711
	Iteration 17Q: 3 clusters Score -663411.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -663434.187500 Penalty: 4251.553711
	Iteration 18Q: 3 clusters Score -663434.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -663451.000000 Penalty: 4251.553711
	Iteration 19Q: 3 clusters Score -663451 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -663468.000000 Penalty: 4251.553711
	Iteration 20F: 3 clusters Score -663468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -663488.750000 Penalty: 4251.553711
	Iteration 21Q: 3 clusters Score -663488.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -663510.812500 Penalty: 4251.553711
	Iteration 22Q: 3 clusters Score -663510.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -663524.125000 Penalty: 4251.553711
	Iteration 23Q: 3 clusters Score -663524.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -663536.312500 Penalty: 4251.553711
	Iteration 24Q: 3 clusters Score -663536.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -663549.125000 Penalty: 4251.553711
	Iteration 25Q: 3 clusters Score -663549.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -663560.187500 Penalty: 4251.553711
	Iteration 26Q: 3 clusters Score -663560.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -663570.937500 Penalty: 4251.553711
	Iteration 27Q: 3 clusters Score -663570.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -663584.062500 Penalty: 4251.553711
	Iteration 28Q: 3 clusters Score -663584.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -663593.250000 Penalty: 4251.553711
	Iteration 29Q: 3 clusters Score -663593.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -663603.562500 Penalty: 4251.553711
	Iteration 30Q: 3 clusters Score -663603.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -663609.187500 Penalty: 4251.553711
	Iteration 31Q: 3 clusters Score -663609.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -663616.750000 Penalty: 4251.553711
	Iteration 32Q: 3 clusters Score -663616.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -663626.187500 Penalty: 4251.553711
	Iteration 33Q: 3 clusters Score -663626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -663629.937500 Penalty: 4251.553711
	Iteration 34Q: 3 clusters Score -663629.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -663634.125000 Penalty: 4251.553711
	Iteration 35Q: 3 clusters Score -663634.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -663635.437500 Penalty: 4251.553711
	Iteration 36Q: 3 clusters Score -663635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -663643.187500 Penalty: 4251.553711
	Iteration 37Q: 3 clusters Score -663643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -663652.750000 Penalty: 4251.553711
	Iteration 38Q: 3 clusters Score -663652.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -663665.062500 Penalty: 4251.553711
	Iteration 39Q: 3 clusters Score -663665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -663669.500000 Penalty: 4251.553711
	Iteration 40F: 3 clusters Score -663669.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -663674.375000 Penalty: 4251.553711
	Iteration 41Q: 3 clusters Score -663674.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -663683.437500 Penalty: 4251.553711
	Iteration 42Q: 3 clusters Score -663683.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -663689.187500 Penalty: 4251.553711
	Iteration 43Q: 3 clusters Score -663689.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -663693.500000 Penalty: 4251.553711
	Iteration 44Q: 3 clusters Score -663693.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -663694.812500 Penalty: 4251.553711
	Iteration 45Q: 3 clusters Score -663694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -663695.625000 Penalty: 4251.553711
	Iteration 46Q: 3 clusters Score -663695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -663695.625000 Penalty: 4251.553711
	Iteration 47F: 3 clusters Score -663695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -469008.125000 Penalty: 1997.127319
	Iteration 0F: 2 clusters Score -469008.1 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 1562 members 
Entering Unmasked Estep 
Score: -465639.375000 Penalty: 3994.254639
	Iteration 0F: 3 clusters Score -465639.4 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -466375.406250 Penalty: 3994.254639
	Iteration 1F: 3 clusters Score -466375.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -466604.593750 Penalty: 3994.254639
	Iteration 2F: 3 clusters Score -466604.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -466774.687500 Penalty: 3994.254639
	Iteration 3F: 3 clusters Score -466774.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -466893.718750 Penalty: 3994.254639
	Iteration 4Q: 3 clusters Score -466893.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -467002.406250 Penalty: 3994.254639
	Iteration 5Q: 3 clusters Score -467002.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -467085.906250 Penalty: 3994.254639
	Iteration 6Q: 3 clusters Score -467085.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -467149.906250 Penalty: 3994.254639
	Iteration 7Q: 3 clusters Score -467149.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -467208.937500 Penalty: 3994.254639
	Iteration 8Q: 3 clusters Score -467208.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -467248.437500 Penalty: 3994.254639
	Iteration 9Q: 3 clusters Score -467248.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -467270.687500 Penalty: 3994.254639
	Iteration 10Q: 3 clusters Score -467270.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -467285.468750 Penalty: 3994.254639
	Iteration 11Q: 3 clusters Score -467285.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -467300.593750 Penalty: 3994.254639
	Iteration 12Q: 3 clusters Score -467300.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -467315.843750 Penalty: 3994.254639
	Iteration 13Q: 3 clusters Score -467315.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -467329.343750 Penalty: 3994.254639
	Iteration 14Q: 3 clusters Score -467329.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -467340.812500 Penalty: 3994.254639
	Iteration 15Q: 3 clusters Score -467340.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -467350.062500 Penalty: 3994.254639
	Iteration 16Q: 3 clusters Score -467350.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -467360.937500 Penalty: 3994.254639
	Iteration 17Q: 3 clusters Score -467360.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -467370.437500 Penalty: 3994.254639
	Iteration 18Q: 3 clusters Score -467370.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -467377.843750 Penalty: 3994.254639
	Iteration 19Q: 3 clusters Score -467377.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -467389.781250 Penalty: 3994.254639
	Iteration 20F: 3 clusters Score -467389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -467401.750000 Penalty: 3994.254639
	Iteration 21Q: 3 clusters Score -467401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -467407.687500 Penalty: 3994.254639
	Iteration 22Q: 3 clusters Score -467407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -467412.875000 Penalty: 3994.254639
	Iteration 23Q: 3 clusters Score -467412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -467416.687500 Penalty: 3994.254639
	Iteration 24Q: 3 clusters Score -467416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -467420.906250 Penalty: 3994.254639
	Iteration 25Q: 3 clusters Score -467420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -467425.968750 Penalty: 3994.254639
	Iteration 26Q: 3 clusters Score -467426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -467430.343750 Penalty: 3994.254639
	Iteration 27Q: 3 clusters Score -467430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -467437.093750 Penalty: 3994.254639
	Iteration 28Q: 3 clusters Score -467437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -467444.843750 Penalty: 3994.254639
	Iteration 29Q: 3 clusters Score -467444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -467447.593750 Penalty: 3994.254639
	Iteration 30Q: 3 clusters Score -467447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -467447.687500 Penalty: 3994.254639
	Iteration 31Q: 3 clusters Score -467447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -467447.687500 Penalty: 3994.254639
	Iteration 32F: 3 clusters Score -467447.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Entering Unmasked Estep 
Score: -4142268.500000 Penalty: 2555.285889
	Iteration 0F: 2 clusters Score -4142268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4121886.000000 Penalty: 5110.571777
	Iteration 0F: 3 clusters Score -4121886 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -4129854.500000 Penalty: 5110.571777
	Iteration 1F: 3 clusters Score -4129854 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4130822.000000 Penalty: 5110.571777
	Iteration 2F: 3 clusters Score -4130822 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4131787.750000 Penalty: 5110.571777
	Iteration 3F: 3 clusters Score -4131788 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4132835.250000 Penalty: 5110.571777
	Iteration 4F: 3 clusters Score -4132835 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4133738.500000 Penalty: 5110.571777
	Iteration 5F: 3 clusters Score -4133738 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4134558.250000 Penalty: 5110.571777
	Iteration 6F: 3 clusters Score -4134558 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4135219.750000 Penalty: 5110.571777
	Iteration 7Q: 3 clusters Score -4135220 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4135780.250000 Penalty: 5110.571777
	Iteration 8Q: 3 clusters Score -4135780 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -4136280.750000 Penalty: 5110.571777
	Iteration 9Q: 3 clusters Score -4136281 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -4136703.000000 Penalty: 5110.571777
	Iteration 10Q: 3 clusters Score -4136703 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4137074.000000 Penalty: 5110.571777
	Iteration 11Q: 3 clusters Score -4137074 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -4137457.000000 Penalty: 5110.571777
	Iteration 12Q: 3 clusters Score -4137457 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4137744.500000 Penalty: 5110.571777
	Iteration 13Q: 3 clusters Score -4137744 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4137972.750000 Penalty: 5110.571777
	Iteration 14Q: 3 clusters Score -4137973 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -4138143.500000 Penalty: 5110.571777
	Iteration 15Q: 3 clusters Score -4138144 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4138249.500000 Penalty: 5110.571777
	Iteration 16Q: 3 clusters Score -4138250 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4138362.250000 Penalty: 5110.571777
	Iteration 17Q: 3 clusters Score -4138362 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4138430.750000 Penalty: 5110.571777
	Iteration 18Q: 3 clusters Score -4138431 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4138489.250000 Penalty: 5110.571777
	Iteration 19Q: 3 clusters Score -4138489 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4138554.000000 Penalty: 5110.571777
	Iteration 20F: 3 clusters Score -4138554 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4138581.000000 Penalty: 5110.571777
	Iteration 21Q: 3 clusters Score -4138581 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -4138615.750000 Penalty: 5110.571777
	Iteration 22Q: 3 clusters Score -4138616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -4138638.000000 Penalty: 5110.571777
	Iteration 23Q: 3 clusters Score -4138638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4138661.250000 Penalty: 5110.571777
	Iteration 24Q: 3 clusters Score -4138661 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -4138670.250000 Penalty: 5110.571777
	Iteration 25Q: 3 clusters Score -4138670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -4138663.250000 Penalty: 5110.571777
	Iteration 26Q: 3 clusters Score -4138663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4138685.250000 Penalty: 5110.571777
	Iteration 27Q: 3 clusters Score -4138685 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4138693.250000 Penalty: 5110.571777
	Iteration 28Q: 3 clusters Score -4138693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4138713.000000 Penalty: 5110.571777
	Iteration 29Q: 3 clusters Score -4138713 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4138737.500000 Penalty: 5110.571777
	Iteration 30Q: 3 clusters Score -4138738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4138769.500000 Penalty: 5110.571777
	Iteration 31Q: 3 clusters Score -4138770 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4138787.500000 Penalty: 5110.571777
	Iteration 32Q: 3 clusters Score -4138788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -4138807.000000 Penalty: 5110.571777
	Iteration 33Q: 3 clusters Score -4138807 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4138823.000000 Penalty: 5110.571777
	Iteration 34Q: 3 clusters Score -4138823 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4138843.750000 Penalty: 5110.571777
	Iteration 35Q: 3 clusters Score -4138844 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4138852.750000 Penalty: 5110.571777
	Iteration 36Q: 3 clusters Score -4138853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -4138857.500000 Penalty: 5110.571777
	Iteration 37Q: 3 clusters Score -4138858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -4138881.500000 Penalty: 5110.571777
	Iteration 38Q: 3 clusters Score -4138882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4138895.500000 Penalty: 5110.571777
	Iteration 39Q: 3 clusters Score -4138896 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -4138915.500000 Penalty: 5110.571777
	Iteration 40F: 3 clusters Score -4138916 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4138933.750000 Penalty: 5110.571777
	Iteration 41Q: 3 clusters Score -4138934 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -4138933.500000 Penalty: 5110.571777
	Iteration 42Q: 3 clusters Score -4138934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4138963.000000 Penalty: 5110.571777
	Iteration 43Q: 3 clusters Score -4138963 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4138977.250000 Penalty: 5110.571777
	Iteration 44Q: 3 clusters Score -4138977 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4138995.000000 Penalty: 5110.571777
	Iteration 45Q: 3 clusters Score -4138995 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4139026.750000 Penalty: 5110.571777
	Iteration 46Q: 3 clusters Score -4139027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4139036.250000 Penalty: 5110.571777
	Iteration 47Q: 3 clusters Score -4139036 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -4139051.750000 Penalty: 5110.571777
	Iteration 48Q: 3 clusters Score -4139052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4139061.000000 Penalty: 5110.571777
	Iteration 49Q: 3 clusters Score -4139061 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4139078.250000 Penalty: 5110.571777
	Iteration 50Q: 3 clusters Score -4139078 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4139105.750000 Penalty: 5110.571777
	Iteration 51Q: 3 clusters Score -4139106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -4139125.250000 Penalty: 5110.571777
	Iteration 52Q: 3 clusters Score -4139125 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -4139131.750000 Penalty: 5110.571777
	Iteration 53Q: 3 clusters Score -4139132 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4139138.750000 Penalty: 5110.571777
	Iteration 54Q: 3 clusters Score -4139139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4139152.750000 Penalty: 5110.571777
	Iteration 55Q: 3 clusters Score -4139153 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -4139166.750000 Penalty: 5110.571777
	Iteration 56Q: 3 clusters Score -4139167 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4139152.750000 Penalty: 5110.571777
	Iteration 57Q: 3 clusters Score -4139153 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -4139189.000000 Penalty: 5110.571777
	Iteration 58Q: 3 clusters Score -4139189 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4139211.500000 Penalty: 5110.571777
	Iteration 59Q: 3 clusters Score -4139212 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4139225.000000 Penalty: 5110.571777
	Iteration 60F: 3 clusters Score -4139225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4139241.500000 Penalty: 5110.571777
	Iteration 61Q: 3 clusters Score -4139242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4139275.500000 Penalty: 5110.571777
	Iteration 62Q: 3 clusters Score -4139276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4139285.250000 Penalty: 5110.571777
	Iteration 63Q: 3 clusters Score -4139285 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -4139323.750000 Penalty: 5110.571777
	Iteration 64Q: 3 clusters Score -4139324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4139340.500000 Penalty: 5110.571777
	Iteration 65Q: 3 clusters Score -4139340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -4139361.250000 Penalty: 5110.571777
	Iteration 66Q: 3 clusters Score -4139361 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4139368.750000 Penalty: 5110.571777
	Iteration 67Q: 3 clusters Score -4139369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4139378.000000 Penalty: 5110.571777
	Iteration 68Q: 3 clusters Score -4139378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4139390.750000 Penalty: 5110.571777
	Iteration 69Q: 3 clusters Score -4139391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4139387.000000 Penalty: 5110.571777
	Iteration 70Q: 3 clusters Score -4139387 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -4139393.500000 Penalty: 5110.571777
	Iteration 71Q: 3 clusters Score -4139394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4139400.750000 Penalty: 5110.571777
	Iteration 72Q: 3 clusters Score -4139401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4139423.250000 Penalty: 5110.571777
	Iteration 73Q: 3 clusters Score -4139423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4139434.250000 Penalty: 5110.571777
	Iteration 74Q: 3 clusters Score -4139434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -4139438.000000 Penalty: 5110.571777
	Iteration 75Q: 3 clusters Score -4139438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4139454.750000 Penalty: 5110.571777
	Iteration 76Q: 3 clusters Score -4139455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4139468.500000 Penalty: 5110.571777
	Iteration 77Q: 3 clusters Score -4139468 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4139477.000000 Penalty: 5110.571777
	Iteration 78Q: 3 clusters Score -4139477 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4139500.000000 Penalty: 5110.571777
	Iteration 79Q: 3 clusters Score -4139500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -4139508.000000 Penalty: 5110.571777
	Iteration 80F: 3 clusters Score -4139508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4139531.250000 Penalty: 5110.571777
	Iteration 81Q: 3 clusters Score -4139531 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4139548.000000 Penalty: 5110.571777
	Iteration 82Q: 3 clusters Score -4139548 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4139558.750000 Penalty: 5110.571777
	Iteration 83Q: 3 clusters Score -4139559 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4139568.250000 Penalty: 5110.571777
	Iteration 84Q: 3 clusters Score -4139568 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -4139587.500000 Penalty: 5110.571777
	Iteration 85Q: 3 clusters Score -4139588 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4139611.500000 Penalty: 5110.571777
	Iteration 86Q: 3 clusters Score -4139612 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4139637.000000 Penalty: 5110.571777
	Iteration 87Q: 3 clusters Score -4139637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -4139657.500000 Penalty: 5110.571777
	Iteration 88Q: 3 clusters Score -4139658 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -4139662.750000 Penalty: 5110.571777
	Iteration 89Q: 3 clusters Score -4139663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4139682.500000 Penalty: 5110.571777
	Iteration 90Q: 3 clusters Score -4139682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4139691.000000 Penalty: 5110.571777
	Iteration 91Q: 3 clusters Score -4139691 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -4139724.500000 Penalty: 5110.571777
	Iteration 92Q: 3 clusters Score -4139724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4139740.750000 Penalty: 5110.571777
	Iteration 93Q: 3 clusters Score -4139741 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4139770.000000 Penalty: 5110.571777
	Iteration 94Q: 3 clusters Score -4139770 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4139813.000000 Penalty: 5110.571777
	Iteration 95Q: 3 clusters Score -4139813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4139826.000000 Penalty: 5110.571777
	Iteration 96Q: 3 clusters Score -4139826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4139846.500000 Penalty: 5110.571777
	Iteration 97Q: 3 clusters Score -4139846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4139863.000000 Penalty: 5110.571777
	Iteration 98Q: 3 clusters Score -4139863 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4139895.500000 Penalty: 5110.571777
	Iteration 99Q: 3 clusters Score -4139896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -4139922.500000 Penalty: 5110.571777
	Iteration 100F: 3 clusters Score -4139922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4139946.750000 Penalty: 5110.571777
	Iteration 101Q: 3 clusters Score -4139947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -4139944.250000 Penalty: 5110.571777
	Iteration 102Q: 3 clusters Score -4139944 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4139961.000000 Penalty: 5110.571777
	Iteration 103Q: 3 clusters Score -4139961 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4139993.750000 Penalty: 5110.571777
	Iteration 104Q: 3 clusters Score -4139994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -4140017.750000 Penalty: 5110.571777
	Iteration 105Q: 3 clusters Score -4140018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -4140045.750000 Penalty: 5110.571777
	Iteration 106Q: 3 clusters Score -4140046 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -4140061.500000 Penalty: 5110.571777
	Iteration 107Q: 3 clusters Score -4140062 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4140089.250000 Penalty: 5110.571777
	Iteration 108Q: 3 clusters Score -4140089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4140117.500000 Penalty: 5110.571777
	Iteration 109Q: 3 clusters Score -4140118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -4140130.750000 Penalty: 5110.571777
	Iteration 110Q: 3 clusters Score -4140131 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4140165.000000 Penalty: 5110.571777
	Iteration 111Q: 3 clusters Score -4140165 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4140177.500000 Penalty: 5110.571777
	Iteration 112Q: 3 clusters Score -4140178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -4140199.000000 Penalty: 5110.571777
	Iteration 113Q: 3 clusters Score -4140199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4140228.000000 Penalty: 5110.571777
	Iteration 114Q: 3 clusters Score -4140228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -4140261.250000 Penalty: 5110.571777
	Iteration 115Q: 3 clusters Score -4140261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -4140265.250000 Penalty: 5110.571777
	Iteration 116Q: 3 clusters Score -4140265 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4140309.750000 Penalty: 5110.571777
	Iteration 117Q: 3 clusters Score -4140310 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4140341.500000 Penalty: 5110.571777
	Iteration 118Q: 3 clusters Score -4140342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4140372.750000 Penalty: 5110.571777
	Iteration 119Q: 3 clusters Score -4140373 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4140395.500000 Penalty: 5110.571777
	Iteration 120F: 3 clusters Score -4140396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -4140419.500000 Penalty: 5110.571777
	Iteration 121Q: 3 clusters Score -4140420 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -4140451.250000 Penalty: 5110.571777
	Iteration 122Q: 3 clusters Score -4140451 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -4140490.000000 Penalty: 5110.571777
	Iteration 123Q: 3 clusters Score -4140490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4140517.000000 Penalty: 5110.571777
	Iteration 124Q: 3 clusters Score -4140517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4140530.000000 Penalty: 5110.571777
	Iteration 125Q: 3 clusters Score -4140530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -4140554.000000 Penalty: 5110.571777
	Iteration 126Q: 3 clusters Score -4140554 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4140563.500000 Penalty: 5110.571777
	Iteration 127Q: 3 clusters Score -4140564 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4140586.250000 Penalty: 5110.571777
	Iteration 128Q: 3 clusters Score -4140586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4140594.000000 Penalty: 5110.571777
	Iteration 129Q: 3 clusters Score -4140594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4140615.000000 Penalty: 5110.571777
	Iteration 130Q: 3 clusters Score -4140615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4140620.750000 Penalty: 5110.571777
	Iteration 131Q: 3 clusters Score -4140621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -4140635.000000 Penalty: 5110.571777
	Iteration 132Q: 3 clusters Score -4140635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4140631.750000 Penalty: 5110.571777
	Iteration 133Q: 3 clusters Score -4140632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -4140641.250000 Penalty: 5110.571777
	Iteration 134Q: 3 clusters Score -4140641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -4140654.750000 Penalty: 5110.571777
	Iteration 135Q: 3 clusters Score -4140655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4140674.000000 Penalty: 5110.571777
	Iteration 136Q: 3 clusters Score -4140674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -4140688.500000 Penalty: 5110.571777
	Iteration 137Q: 3 clusters Score -4140688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -4140694.500000 Penalty: 5110.571777
	Iteration 138Q: 3 clusters Score -4140694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -4140686.500000 Penalty: 5110.571777
	Iteration 139Q: 3 clusters Score -4140686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -4140702.000000 Penalty: 5110.571777
	Iteration 140F: 3 clusters Score -4140702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -4140712.750000 Penalty: 5110.571777
	Iteration 141Q: 3 clusters Score -4140713 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4140730.000000 Penalty: 5110.571777
	Iteration 142Q: 3 clusters Score -4140730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -4140731.250000 Penalty: 5110.571777
	Iteration 143Q: 3 clusters Score -4140731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -4140734.250000 Penalty: 5110.571777
	Iteration 144Q: 3 clusters Score -4140734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -4140733.000000 Penalty: 5110.571777
	Iteration 145Q: 3 clusters Score -4140733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4140743.250000 Penalty: 5110.571777
	Iteration 146Q: 3 clusters Score -4140743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -4140749.500000 Penalty: 5110.571777
	Iteration 147Q: 3 clusters Score -4140750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4140762.250000 Penalty: 5110.571777
	Iteration 148Q: 3 clusters Score -4140762 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4140783.250000 Penalty: 5110.571777
	Iteration 149Q: 3 clusters Score -4140783 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -4140804.500000 Penalty: 5110.571777
	Iteration 150Q: 3 clusters Score -4140804 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -4140809.250000 Penalty: 5110.571777
	Iteration 151Q: 3 clusters Score -4140809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4140821.750000 Penalty: 5110.571777
	Iteration 152Q: 3 clusters Score -4140822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4140847.250000 Penalty: 5110.571777
	Iteration 153Q: 3 clusters Score -4140847 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -4140879.500000 Penalty: 5110.571777
	Iteration 154Q: 3 clusters Score -4140880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -4140917.500000 Penalty: 5110.571777
	Iteration 155Q: 3 clusters Score -4140918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4140937.750000 Penalty: 5110.571777
	Iteration 156Q: 3 clusters Score -4140938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -4140964.250000 Penalty: 5110.571777
	Iteration 157Q: 3 clusters Score -4140964 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -4140980.500000 Penalty: 5110.571777
	Iteration 158Q: 3 clusters Score -4140980 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -4141000.000000 Penalty: 5110.571777
	Iteration 159Q: 3 clusters Score -4141000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4141007.250000 Penalty: 5110.571777
	Iteration 160F: 3 clusters Score -4141007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4141017.500000 Penalty: 5110.571777
	Iteration 161Q: 3 clusters Score -4141018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4141014.750000 Penalty: 5110.571777
	Iteration 162Q: 3 clusters Score -4141015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4141020.250000 Penalty: 5110.571777
	Iteration 163Q: 3 clusters Score -4141020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4141023.250000 Penalty: 5110.571777
	Iteration 164Q: 3 clusters Score -4141023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4141017.750000 Penalty: 5110.571777
	Iteration 165Q: 3 clusters Score -4141018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4141025.500000 Penalty: 5110.571777
	Iteration 166Q: 3 clusters Score -4141026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4141034.500000 Penalty: 5110.571777
	Iteration 167Q: 3 clusters Score -4141034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -4141030.500000 Penalty: 5110.571777
	Iteration 168Q: 3 clusters Score -4141030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4141032.000000 Penalty: 5110.571777
	Iteration 169Q: 3 clusters Score -4141032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -4141034.000000 Penalty: 5110.571777
	Iteration 170Q: 3 clusters Score -4141034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -4141030.750000 Penalty: 5110.571777
	Iteration 171Q: 3 clusters Score -4141031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4141029.500000 Penalty: 5110.571777
	Iteration 172Q: 3 clusters Score -4141030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4141035.000000 Penalty: 5110.571777
	Iteration 173Q: 3 clusters Score -4141035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4141042.250000 Penalty: 5110.571777
	Iteration 174Q: 3 clusters Score -4141042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -4141042.250000 Penalty: 5110.571777
	Iteration 175Q: 3 clusters Score -4141042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4141043.250000 Penalty: 5110.571777
	Iteration 176Q: 3 clusters Score -4141043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -4141043.500000 Penalty: 5110.571777
	Iteration 177Q: 3 clusters Score -4141044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4141046.750000 Penalty: 5110.571777
	Iteration 178Q: 3 clusters Score -4141047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -4141051.250000 Penalty: 5110.571777
	Iteration 179Q: 3 clusters Score -4141051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4141055.000000 Penalty: 5110.571777
	Iteration 180F: 3 clusters Score -4141055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -4141056.500000 Penalty: 5110.571777
	Iteration 181Q: 3 clusters Score -4141056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -4141056.500000 Penalty: 5110.571777
	Iteration 182Q: 3 clusters Score -4141056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4141058.750000 Penalty: 5110.571777
	Iteration 183Q: 3 clusters Score -4141059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4141053.000000 Penalty: 5110.571777
	Iteration 184Q: 3 clusters Score -4141053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4141059.250000 Penalty: 5110.571777
	Iteration 185Q: 3 clusters Score -4141059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4141056.500000 Penalty: 5110.571777
	Iteration 186Q: 3 clusters Score -4141056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4141061.000000 Penalty: 5110.571777
	Iteration 187Q: 3 clusters Score -4141061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4141062.000000 Penalty: 5110.571777
	Iteration 188Q: 3 clusters Score -4141062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -4141063.000000 Penalty: 5110.571777
	Iteration 189Q: 3 clusters Score -4141063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4141063.250000 Penalty: 5110.571777
	Iteration 190Q: 3 clusters Score -4141063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4141065.750000 Penalty: 5110.571777
	Iteration 191Q: 3 clusters Score -4141066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -4141067.500000 Penalty: 5110.571777
	Iteration 192Q: 3 clusters Score -4141068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4141070.750000 Penalty: 5110.571777
	Iteration 193Q: 3 clusters Score -4141071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4141067.750000 Penalty: 5110.571777
	Iteration 194Q: 3 clusters Score -4141068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4141068.000000 Penalty: 5110.571777
	Iteration 195Q: 3 clusters Score -4141068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4141071.250000 Penalty: 5110.571777
	Iteration 196Q: 3 clusters Score -4141071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4141072.750000 Penalty: 5110.571777
	Iteration 197Q: 3 clusters Score -4141073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4141072.000000 Penalty: 5110.571777
	Iteration 198Q: 3 clusters Score -4141072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -4141068.000000 Penalty: 5110.571777
	Iteration 199Q: 3 clusters Score -4141068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -4141070.000000 Penalty: 5110.571777
	Iteration 200F: 3 clusters Score -4141070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4141071.750000 Penalty: 5110.571777
	Iteration 201Q: 3 clusters Score -4141072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4141070.750000 Penalty: 5110.571777
	Iteration 202Q: 3 clusters Score -4141071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -4141070.750000 Penalty: 5110.571777
	Iteration 203F: 3 clusters Score -4141071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Entering Unmasked Estep 
Score: -1610313.375000 Penalty: 2307.981689
	Iteration 0F: 2 clusters Score -1610313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1602004.250000 Penalty: 4615.963379
	Iteration 0F: 3 clusters Score -1602004 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1604466.125000 Penalty: 4615.963379
	Iteration 1F: 3 clusters Score -1604466 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1604727.625000 Penalty: 4615.963379
	Iteration 2F: 3 clusters Score -1604728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1604905.750000 Penalty: 4615.963379
	Iteration 3Q: 3 clusters Score -1604906 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1605073.500000 Penalty: 4615.963379
	Iteration 4Q: 3 clusters Score -1605074 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1605219.500000 Penalty: 4615.963379
	Iteration 5Q: 3 clusters Score -1605220 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1605359.625000 Penalty: 4615.963379
	Iteration 6Q: 3 clusters Score -1605360 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1605517.625000 Penalty: 4615.963379
	Iteration 7Q: 3 clusters Score -1605518 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1605679.500000 Penalty: 4615.963379
	Iteration 8Q: 3 clusters Score -1605680 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1605860.000000 Penalty: 4615.963379
	Iteration 9Q: 3 clusters Score -1605860 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1606044.500000 Penalty: 4615.963379
	Iteration 10Q: 3 clusters Score -1606044 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1606231.375000 Penalty: 4615.963379
	Iteration 11Q: 3 clusters Score -1606231 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1606421.375000 Penalty: 4615.963379
	Iteration 12Q: 3 clusters Score -1606421 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1606620.750000 Penalty: 4615.963379
	Iteration 13Q: 3 clusters Score -1606621 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1606838.125000 Penalty: 4615.963379
	Iteration 14Q: 3 clusters Score -1606838 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1607060.250000 Penalty: 4615.963379
	Iteration 15Q: 3 clusters Score -1607060 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1607229.125000 Penalty: 4615.963379
	Iteration 16Q: 3 clusters Score -1607229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1607377.375000 Penalty: 4615.963379
	Iteration 17Q: 3 clusters Score -1607377 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1607514.375000 Penalty: 4615.963379
	Iteration 18Q: 3 clusters Score -1607514 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1607627.375000 Penalty: 4615.963379
	Iteration 19Q: 3 clusters Score -1607627 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1607717.625000 Penalty: 4615.963379
	Iteration 20F: 3 clusters Score -1607718 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1607822.250000 Penalty: 4615.963379
	Iteration 21Q: 3 clusters Score -1607822 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1607916.375000 Penalty: 4615.963379
	Iteration 22Q: 3 clusters Score -1607916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1608013.875000 Penalty: 4615.963379
	Iteration 23Q: 3 clusters Score -1608014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1608106.875000 Penalty: 4615.963379
	Iteration 24Q: 3 clusters Score -1608107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1608179.750000 Penalty: 4615.963379
	Iteration 25Q: 3 clusters Score -1608180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1608231.625000 Penalty: 4615.963379
	Iteration 26Q: 3 clusters Score -1608232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1608275.250000 Penalty: 4615.963379
	Iteration 27Q: 3 clusters Score -1608275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1608303.875000 Penalty: 4615.963379
	Iteration 28Q: 3 clusters Score -1608304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1608322.125000 Penalty: 4615.963379
	Iteration 29Q: 3 clusters Score -1608322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1608336.250000 Penalty: 4615.963379
	Iteration 30Q: 3 clusters Score -1608336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1608348.625000 Penalty: 4615.963379
	Iteration 31Q: 3 clusters Score -1608349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1608362.375000 Penalty: 4615.963379
	Iteration 32Q: 3 clusters Score -1608362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1608380.250000 Penalty: 4615.963379
	Iteration 33Q: 3 clusters Score -1608380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1608400.375000 Penalty: 4615.963379
	Iteration 34Q: 3 clusters Score -1608400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1608413.750000 Penalty: 4615.963379
	Iteration 35Q: 3 clusters Score -1608414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1608424.125000 Penalty: 4615.963379
	Iteration 36Q: 3 clusters Score -1608424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1608430.500000 Penalty: 4615.963379
	Iteration 37Q: 3 clusters Score -1608430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1608433.500000 Penalty: 4615.963379
	Iteration 38Q: 3 clusters Score -1608434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1608437.250000 Penalty: 4615.963379
	Iteration 39Q: 3 clusters Score -1608437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1608442.375000 Penalty: 4615.963379
	Iteration 40F: 3 clusters Score -1608442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1608451.250000 Penalty: 4615.963379
	Iteration 41Q: 3 clusters Score -1608451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1608455.375000 Penalty: 4615.963379
	Iteration 42Q: 3 clusters Score -1608455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1608456.375000 Penalty: 4615.963379
	Iteration 43Q: 3 clusters Score -1608456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1608458.750000 Penalty: 4615.963379
	Iteration 44Q: 3 clusters Score -1608459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1608460.250000 Penalty: 4615.963379
	Iteration 45Q: 3 clusters Score -1608460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1608463.500000 Penalty: 4615.963379
	Iteration 46Q: 3 clusters Score -1608464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1608463.125000 Penalty: 4615.963379
	Iteration 47Q: 3 clusters Score -1608463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1608463.750000 Penalty: 4615.963379
	Iteration 48Q: 3 clusters Score -1608464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1608462.500000 Penalty: 4615.963379
	Iteration 49Q: 3 clusters Score -1608462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1608462.625000 Penalty: 4615.963379
	Iteration 50Q: 3 clusters Score -1608463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1608464.250000 Penalty: 4615.963379
	Iteration 51Q: 3 clusters Score -1608464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1608465.375000 Penalty: 4615.963379
	Iteration 52Q: 3 clusters Score -1608465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1608467.375000 Penalty: 4615.963379
	Iteration 53Q: 3 clusters Score -1608467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1608468.250000 Penalty: 4615.963379
	Iteration 54Q: 3 clusters Score -1608468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1608468.250000 Penalty: 4615.963379
	Iteration 55F: 3 clusters Score -1608468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -289104.406250 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -289104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -286472.562500 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -286472.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -287065.312500 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -287065.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -287345.187500 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -287345.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -287683.312500 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -287683.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -288100.312500 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -288100.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288501.375000 Penalty: 3785.911133
	Iteration 5F: 3 clusters Score -288501.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -288868.562500 Penalty: 3785.911133
	Iteration 6F: 3 clusters Score -288868.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -289048.968750 Penalty: 3785.911133
	Iteration 7F: 3 clusters Score -289049 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289128.062500 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -289128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289144.375000 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -289144.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -289159.468750 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -289159.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289167.750000 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -289167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289175.218750 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -289175.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -289181.562500 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -289181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289182.125000 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -289182.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -289183.625000 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -289183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -289184.062500 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -289184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289185.375000 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -289185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289185.375000 Penalty: 3785.911133
	Iteration 18F: 3 clusters Score -289185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16699 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 60235 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53084 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 882 members 
Mstep: Class 43 contains 97982 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1183 members 
Entering Unmasked Estep 
Score: -115071288.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115072768.000000 to -115071288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (97982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Entering Unmasked Estep 
Score: -14489261.000000 Penalty: 2850.149658
	Iteration 0F: 2 clusters Score -1.448926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -14423774.000000 Penalty: 5700.299316
	Iteration 0F: 3 clusters Score -1.442377e+07 nChanged 46567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -14450862.000000 Penalty: 5700.299316
	Iteration 1F: 3 clusters Score -1.445086e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -14452249.000000 Penalty: 5700.299316
	Iteration 2Q: 3 clusters Score -1.445225e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -14454006.000000 Penalty: 5700.299316
	Iteration 3Q: 3 clusters Score -1.445401e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -14456355.000000 Penalty: 5700.299316
	Iteration 4Q: 3 clusters Score -1.445636e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -14459354.000000 Penalty: 5700.299316
	Iteration 5F: 3 clusters Score -1.445935e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64747 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -14463347.000000 Penalty: 5700.299316
	Iteration 6F: 3 clusters Score -1.446335e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -14467815.000000 Penalty: 5700.299316
	Iteration 7F: 3 clusters Score -1.446782e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -14472505.000000 Penalty: 5700.299316
	Iteration 8F: 3 clusters Score -1.44725e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -14476432.000000 Penalty: 5700.299316
	Iteration 9F: 3 clusters Score -1.447643e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -14479332.000000 Penalty: 5700.299316
	Iteration 10Q: 3 clusters Score -1.447933e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84894 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -14481305.000000 Penalty: 5700.299316
	Iteration 11Q: 3 clusters Score -1.44813e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -14482557.000000 Penalty: 5700.299316
	Iteration 12Q: 3 clusters Score -1.448256e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -14483531.000000 Penalty: 5700.299316
	Iteration 13Q: 3 clusters Score -1.448353e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -14484311.000000 Penalty: 5700.299316
	Iteration 14Q: 3 clusters Score -1.448431e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -14484978.000000 Penalty: 5700.299316
	Iteration 15Q: 3 clusters Score -1.448498e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -14485414.000000 Penalty: 5700.299316
	Iteration 16Q: 3 clusters Score -1.448541e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -14485763.000000 Penalty: 5700.299316
	Iteration 17Q: 3 clusters Score -1.448576e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -14486004.000000 Penalty: 5700.299316
	Iteration 18Q: 3 clusters Score -1.4486e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94158 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -14486209.000000 Penalty: 5700.299316
	Iteration 19Q: 3 clusters Score -1.448621e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -14486350.000000 Penalty: 5700.299316
	Iteration 20F: 3 clusters Score -1.448635e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14486503.000000 Penalty: 5700.299316
	Iteration 21Q: 3 clusters Score -1.44865e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -14486687.000000 Penalty: 5700.299316
	Iteration 22Q: 3 clusters Score -1.448669e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -14486786.000000 Penalty: 5700.299316
	Iteration 23Q: 3 clusters Score -1.448679e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -14486915.000000 Penalty: 5700.299316
	Iteration 24Q: 3 clusters Score -1.448692e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -14487032.000000 Penalty: 5700.299316
	Iteration 25Q: 3 clusters Score -1.448703e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -14487114.000000 Penalty: 5700.299316
	Iteration 26Q: 3 clusters Score -1.448711e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95526 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -14487210.000000 Penalty: 5700.299316
	Iteration 27Q: 3 clusters Score -1.448721e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -14487274.000000 Penalty: 5700.299316
	Iteration 28Q: 3 clusters Score -1.448727e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -14487361.000000 Penalty: 5700.299316
	Iteration 29Q: 3 clusters Score -1.448736e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -14487441.000000 Penalty: 5700.299316
	Iteration 30Q: 3 clusters Score -1.448744e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14487475.000000 Penalty: 5700.299316
	Iteration 31Q: 3 clusters Score -1.448748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -14487484.000000 Penalty: 5700.299316
	Iteration 32Q: 3 clusters Score -1.448748e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14487502.000000 Penalty: 5700.299316
	Iteration 33Q: 3 clusters Score -1.44875e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -14487508.000000 Penalty: 5700.299316
	Iteration 34Q: 3 clusters Score -1.448751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14487531.000000 Penalty: 5700.299316
	Iteration 35Q: 3 clusters Score -1.448753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14487523.000000 Penalty: 5700.299316
	Iteration 36Q: 3 clusters Score -1.448752e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -14487535.000000 Penalty: 5700.299316
	Iteration 37Q: 3 clusters Score -1.448754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -14487552.000000 Penalty: 5700.299316
	Iteration 38Q: 3 clusters Score -1.448755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95700 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -14487547.000000 Penalty: 5700.299316
	Iteration 39Q: 3 clusters Score -1.448755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14487552.000000 Penalty: 5700.299316
	Iteration 40F: 3 clusters Score -1.448755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -14487561.000000 Penalty: 5700.299316
	Iteration 41Q: 3 clusters Score -1.448756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -14487567.000000 Penalty: 5700.299316
	Iteration 42Q: 3 clusters Score -1.448757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14487555.000000 Penalty: 5700.299316
	Iteration 43Q: 3 clusters Score -1.448756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -14487553.000000 Penalty: 5700.299316
	Iteration 44Q: 3 clusters Score -1.448755e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -14487553.000000 Penalty: 5700.299316
	Iteration 45Q: 3 clusters Score -1.448755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -14487543.000000 Penalty: 5700.299316
	Iteration 46Q: 3 clusters Score -1.448754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95708 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -14487551.000000 Penalty: 5700.299316
	Iteration 47Q: 3 clusters Score -1.448755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95706 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14487547.000000 Penalty: 5700.299316
	Iteration 48Q: 3 clusters Score -1.448755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95710 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -14487542.000000 Penalty: 5700.299316
	Iteration 49Q: 3 clusters Score -1.448754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14487548.000000 Penalty: 5700.299316
	Iteration 50Q: 3 clusters Score -1.448755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -14487551.000000 Penalty: 5700.299316
	Iteration 51Q: 3 clusters Score -1.448755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14487555.000000 Penalty: 5700.299316
	Iteration 52Q: 3 clusters Score -1.448756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14487553.000000 Penalty: 5700.299316
	Iteration 53Q: 3 clusters Score -1.448755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14487564.000000 Penalty: 5700.299316
	Iteration 54Q: 3 clusters Score -1.448756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14487567.000000 Penalty: 5700.299316
	Iteration 55Q: 3 clusters Score -1.448757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -14487567.000000 Penalty: 5700.299316
	Iteration 56Q: 3 clusters Score -1.448757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -14487567.000000 Penalty: 5700.299316
	Iteration 57Q: 3 clusters Score -1.448757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14487581.000000 Penalty: 5700.299316
	Iteration 58Q: 3 clusters Score -1.448758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95721 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -14487575.000000 Penalty: 5700.299316
	Iteration 59Q: 3 clusters Score -1.448758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -14487582.000000 Penalty: 5700.299316
	Iteration 60F: 3 clusters Score -1.448758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -14487589.000000 Penalty: 5700.299316
	Iteration 61Q: 3 clusters Score -1.448759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -14487594.000000 Penalty: 5700.299316
	Iteration 62Q: 3 clusters Score -1.448759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14487597.000000 Penalty: 5700.299316
	Iteration 63Q: 3 clusters Score -1.44876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95714 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -14487597.000000 Penalty: 5700.299316
	Iteration 64F: 3 clusters Score -1.44876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -79911.820312 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79911.82 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80107.992188 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80107.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80164.640625 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -80164.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80188.835938 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80188.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80203.476562 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80203.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80213.000000 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80214.242188 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80214.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80214.523438 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -80214.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80214.523438 Penalty: 3167.056396
	Iteration 8F: 3 clusters Score -80214.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -21793.554688 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21793.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -21857.246094 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21857.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21888.568359 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21888.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21891.322266 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21891.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21894.357422 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -21894.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21894.357422 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -21894.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97852.046875 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97852.05 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98148.804688 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98148.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98330.960938 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98330.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98435.250000 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98435.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98480.187500 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98480.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98509.710938 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98509.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -98538.281250 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98538.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98545.750000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98545.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98552.476562 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98552.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98554.382812 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98554.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98554.382812 Penalty: 3272.184082
	Iteration 10F: 3 clusters Score -98554.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -278972.718750 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -278972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276357.718750 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -276357.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277022.562500 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -277022.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -277273.250000 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -277273.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -277433.562500 Penalty: 3783.020508
	Iteration 3F: 3 clusters Score -277433.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -277533.437500 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -277533.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -277615.968750 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -277616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -277677.218750 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -277677.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -277710.593750 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -277710.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -277735.531250 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -277735.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277754.468750 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -277754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277767.968750 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -277768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -277776.781250 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -277776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277781.343750 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -277781.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -277785.937500 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -277785.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277790.500000 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -277790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277795.375000 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -277795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277796.968750 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -277797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277797.812500 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -277797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -277801.718750 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -277801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277803.562500 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -277803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -277809.781250 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -277809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277814.687500 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -277814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -277820.031250 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -277820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -277822.718750 Penalty: 3783.020508
	Iteration 23Q: 3 clusters Score -277822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -277824.375000 Penalty: 3783.020508
	Iteration 24Q: 3 clusters Score -277824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277825.687500 Penalty: 3783.020508
	Iteration 25Q: 3 clusters Score -277825.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -277831.562500 Penalty: 3783.020508
	Iteration 26Q: 3 clusters Score -277831.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277835.593750 Penalty: 3783.020508
	Iteration 27Q: 3 clusters Score -277835.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -277836.156250 Penalty: 3783.020508
	Iteration 28Q: 3 clusters Score -277836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -277838.156250 Penalty: 3783.020508
	Iteration 29Q: 3 clusters Score -277838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277843.062500 Penalty: 3783.020508
	Iteration 30Q: 3 clusters Score -277843.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -277845.406250 Penalty: 3783.020508
	Iteration 31Q: 3 clusters Score -277845.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277847.156250 Penalty: 3783.020508
	Iteration 32Q: 3 clusters Score -277847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277849.593750 Penalty: 3783.020508
	Iteration 33Q: 3 clusters Score -277849.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -277852.531250 Penalty: 3783.020508
	Iteration 34Q: 3 clusters Score -277852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -277853.718750 Penalty: 3783.020508
	Iteration 35Q: 3 clusters Score -277853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -277854.375000 Penalty: 3783.020508
	Iteration 36Q: 3 clusters Score -277854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -277854.781250 Penalty: 3783.020508
	Iteration 37Q: 3 clusters Score -277854.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -277854.781250 Penalty: 3783.020508
	Iteration 38F: 3 clusters Score -277854.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Entering Unmasked Estep 
Score: -3140287.000000 Penalty: 2471.740723
	Iteration 0F: 2 clusters Score -3140287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3125352.500000 Penalty: 4943.481445
	Iteration 0F: 3 clusters Score -3125352 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3130371.500000 Penalty: 4943.481445
	Iteration 1F: 3 clusters Score -3130372 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -3130792.250000 Penalty: 4943.481445
	Iteration 2F: 3 clusters Score -3130792 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3131122.000000 Penalty: 4943.481445
	Iteration 3Q: 3 clusters Score -3131122 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3131375.500000 Penalty: 4943.481445
	Iteration 4Q: 3 clusters Score -3131376 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -3131594.000000 Penalty: 4943.481445
	Iteration 5Q: 3 clusters Score -3131594 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3131817.000000 Penalty: 4943.481445
	Iteration 6Q: 3 clusters Score -3131817 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -3132053.000000 Penalty: 4943.481445
	Iteration 7Q: 3 clusters Score -3132053 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -3132368.250000 Penalty: 4943.481445
	Iteration 8Q: 3 clusters Score -3132368 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -3132811.750000 Penalty: 4943.481445
	Iteration 9Q: 3 clusters Score -3132812 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3133418.250000 Penalty: 4943.481445
	Iteration 10F: 3 clusters Score -3133418 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3134145.500000 Penalty: 4943.481445
	Iteration 11F: 3 clusters Score -3134146 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3134851.000000 Penalty: 4943.481445
	Iteration 12F: 3 clusters Score -3134851 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3135500.750000 Penalty: 4943.481445
	Iteration 13Q: 3 clusters Score -3135501 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3136024.500000 Penalty: 4943.481445
	Iteration 14Q: 3 clusters Score -3136024 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3136435.500000 Penalty: 4943.481445
	Iteration 15Q: 3 clusters Score -3136436 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3136770.750000 Penalty: 4943.481445
	Iteration 16Q: 3 clusters Score -3136771 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3137052.250000 Penalty: 4943.481445
	Iteration 17Q: 3 clusters Score -3137052 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3137260.750000 Penalty: 4943.481445
	Iteration 18Q: 3 clusters Score -3137261 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3137488.000000 Penalty: 4943.481445
	Iteration 19Q: 3 clusters Score -3137488 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3137671.000000 Penalty: 4943.481445
	Iteration 20F: 3 clusters Score -3137671 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3137789.500000 Penalty: 4943.481445
	Iteration 21Q: 3 clusters Score -3137790 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3137875.000000 Penalty: 4943.481445
	Iteration 22Q: 3 clusters Score -3137875 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3137967.250000 Penalty: 4943.481445
	Iteration 23Q: 3 clusters Score -3137967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3138013.500000 Penalty: 4943.481445
	Iteration 24Q: 3 clusters Score -3138014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3138069.500000 Penalty: 4943.481445
	Iteration 25Q: 3 clusters Score -3138070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3138109.000000 Penalty: 4943.481445
	Iteration 26Q: 3 clusters Score -3138109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3138124.250000 Penalty: 4943.481445
	Iteration 27Q: 3 clusters Score -3138124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3138155.500000 Penalty: 4943.481445
	Iteration 28Q: 3 clusters Score -3138156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3138164.750000 Penalty: 4943.481445
	Iteration 29Q: 3 clusters Score -3138165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3138180.250000 Penalty: 4943.481445
	Iteration 30Q: 3 clusters Score -3138180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3138187.750000 Penalty: 4943.481445
	Iteration 31Q: 3 clusters Score -3138188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3138192.000000 Penalty: 4943.481445
	Iteration 32Q: 3 clusters Score -3138192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3138200.250000 Penalty: 4943.481445
	Iteration 33Q: 3 clusters Score -3138200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3138196.250000 Penalty: 4943.481445
	Iteration 34Q: 3 clusters Score -3138196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3138208.250000 Penalty: 4943.481445
	Iteration 35Q: 3 clusters Score -3138208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3138217.500000 Penalty: 4943.481445
	Iteration 36Q: 3 clusters Score -3138218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3138223.250000 Penalty: 4943.481445
	Iteration 37Q: 3 clusters Score -3138223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3138220.500000 Penalty: 4943.481445
	Iteration 38Q: 3 clusters Score -3138220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3138227.250000 Penalty: 4943.481445
	Iteration 39Q: 3 clusters Score -3138227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3138226.750000 Penalty: 4943.481445
	Iteration 40F: 3 clusters Score -3138227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3138230.000000 Penalty: 4943.481445
	Iteration 41Q: 3 clusters Score -3138230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3138233.500000 Penalty: 4943.481445
	Iteration 42Q: 3 clusters Score -3138234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3138231.000000 Penalty: 4943.481445
	Iteration 43Q: 3 clusters Score -3138231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3138234.500000 Penalty: 4943.481445
	Iteration 44Q: 3 clusters Score -3138234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3138236.000000 Penalty: 4943.481445
	Iteration 45Q: 3 clusters Score -3138236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3138231.750000 Penalty: 4943.481445
	Iteration 46Q: 3 clusters Score -3138232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -3138236.500000 Penalty: 4943.481445
	Iteration 47Q: 3 clusters Score -3138236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3138240.250000 Penalty: 4943.481445
	Iteration 48Q: 3 clusters Score -3138240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3138241.250000 Penalty: 4943.481445
	Iteration 49Q: 3 clusters Score -3138241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3138242.750000 Penalty: 4943.481445
	Iteration 50Q: 3 clusters Score -3138243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3138242.750000 Penalty: 4943.481445
	Iteration 51F: 3 clusters Score -3138243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117253.750000 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117253.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -117774.773438 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117774.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118012.359375 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -118012.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -118158.359375 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -118158.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -118223.304688 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -118223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118263.562500 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -118263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -118296.101562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -118296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -118321.898438 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118321.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -118349.132812 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118357.289062 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118357.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118360.851562 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118360.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -118363.875000 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -118367.296875 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -118367.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118369.203125 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -118369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -118369.203125 Penalty: 3395.028320
	Iteration 14F: 3 clusters Score -118369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67205.820312 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67205.82 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67384.960938 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67384.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67431.710938 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67431.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67446.632812 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67446.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67449.718750 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67449.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67452.492188 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67452.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -67454.000000 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67459.789062 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -67459.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67459.789062 Penalty: 3080.457520
	Iteration 8F: 3 clusters Score -67459.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26404 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16699 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 60235 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53084 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97982 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21305 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072672.000000 Penalty: 168590.921875
Iteration 319Q: 51 clusters Score -1.150727e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18583 members 
Mstep: Class 9 contains 16671 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 60237 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53107 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29839 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97986 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21306 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072648.000000 Penalty: 168590.921875
Iteration 320F: 51 clusters Score -1.150726e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 26411 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18585 members 
Mstep: Class 9 contains 16636 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31990 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9846 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 7259 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53132 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97450 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5605 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29837 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97992 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21307 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072600.000000 Penalty: 168590.921875
Iteration 321Q: 51 clusters Score -1.150726e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 26414 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18585 members 
Mstep: Class 9 contains 16595 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9842 members 
Mstep: Class 15 contains 60239 members 
Mstep: Class 16 contains 9648 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4280 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8991 members 
Mstep: Class 29 contains 53163 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5606 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80133 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29836 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 97999 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21309 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072616.000000 Penalty: 168590.921875
Iteration 322Q: 51 clusters Score -1.150726e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 26418 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16554 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 60239 members 
Mstep: Class 16 contains 9649 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8428 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4281 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 53200 members 
Mstep: Class 30 contains 13300 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80135 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29833 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98004 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21309 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072656.000000 Penalty: 168590.921875
Iteration 323Q: 51 clusters Score -1.150727e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8060 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 26420 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18585 members 
Mstep: Class 9 contains 16515 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4283 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 53234 members 
Mstep: Class 30 contains 13298 members 
Mstep: Class 31 contains 97449 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80134 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29835 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98011 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21309 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072648.000000 Penalty: 168590.921875
Iteration 324Q: 51 clusters Score -1.150726e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36363 members 
Mstep: Class 6 contains 26422 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16469 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9835 members 
Mstep: Class 15 contains 60236 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8427 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 53264 members 
Mstep: Class 30 contains 13299 members 
Mstep: Class 31 contains 97448 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80132 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29834 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98030 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21309 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072640.000000 Penalty: 168590.921875
Iteration 325Q: 51 clusters Score -1.150726e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36362 members 
Mstep: Class 6 contains 26424 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 16428 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 60237 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8426 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8995 members 
Mstep: Class 29 contains 53292 members 
Mstep: Class 30 contains 13301 members 
Mstep: Class 31 contains 97445 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80129 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5281 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29833 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98044 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21310 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072608.000000 Penalty: 168590.921875
Iteration 326Q: 51 clusters Score -1.150726e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8061 members 
Mstep: Class 5 contains 36363 members 
Mstep: Class 6 contains 26427 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 16400 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31991 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9831 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8424 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 26 contains 7260 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 53317 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97445 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5607 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80129 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29831 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98047 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21311 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072656.000000 Penalty: 168590.921875
Iteration 327Q: 51 clusters Score -1.150727e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8059 members 
Mstep: Class 5 contains 36365 members 
Mstep: Class 6 contains 26428 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16372 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9827 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 53338 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97444 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5609 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29828 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98057 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072712.000000 Penalty: 168590.921875
Iteration 328Q: 51 clusters Score -1.150727e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8058 members 
Mstep: Class 5 contains 36367 members 
Mstep: Class 6 contains 26434 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 16336 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 60236 members 
Mstep: Class 16 contains 9653 members 
Mstep: Class 17 contains 5528 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8417 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4288 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53370 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97444 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5611 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29827 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98062 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072768.000000 Penalty: 168590.921875
Iteration 329Q: 51 clusters Score -1.150728e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8056 members 
Mstep: Class 5 contains 36370 members 
Mstep: Class 6 contains 26440 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 16311 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 60238 members 
Mstep: Class 16 contains 9652 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8417 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4289 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 53391 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97444 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5612 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3143 members 
Mstep: Class 40 contains 29824 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98067 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072696.000000 Penalty: 168590.921875
Iteration 330Q: 51 clusters Score -1.150727e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 36373 members 
Mstep: Class 6 contains 26445 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16293 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 60237 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 53405 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97445 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5612 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80129 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 29823 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98068 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072624.000000 Penalty: 168590.921875
Iteration 331Q: 51 clusters Score -1.150726e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36375 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16269 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 60239 members 
Mstep: Class 16 contains 9655 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8412 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4301 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 53417 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97445 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5611 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 29823 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98074 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072584.000000 Penalty: 168590.921875
Iteration 332Q: 51 clusters Score -1.150726e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36376 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18584 members 
Mstep: Class 9 contains 16240 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31992 members 
Mstep: Class 13 contains 489 members 
Mstep: Class 14 contains 9801 members 
Mstep: Class 15 contains 60241 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4304 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 53436 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97444 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5612 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 29824 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98085 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21313 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072592.000000 Penalty: 168590.921875
Iteration 333Q: 51 clusters Score -1.150726e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36378 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16213 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31994 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9800 members 
Mstep: Class 15 contains 60243 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 932 members 
Mstep: Class 19 contains 8407 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4309 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 53452 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5613 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80129 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3142 members 
Mstep: Class 40 contains 29821 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98094 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072640.000000 Penalty: 168590.921875
Iteration 334Q: 51 clusters Score -1.150726e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5694 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36379 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 16183 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31996 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60241 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8406 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 7261 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 53470 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5614 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80131 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29821 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98103 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072560.000000 Penalty: 168590.921875
Iteration 335Q: 51 clusters Score -1.150726e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36382 members 
Mstep: Class 6 contains 26451 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18581 members 
Mstep: Class 9 contains 16156 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 31998 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60240 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4316 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 53488 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80130 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29816 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98111 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072584.000000 Penalty: 168590.921875
Iteration 336Q: 51 clusters Score -1.150726e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36382 members 
Mstep: Class 6 contains 26451 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 16123 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32002 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60243 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53507 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29813 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98125 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072592.000000 Penalty: 168590.921875
Iteration 337Q: 51 clusters Score -1.150726e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36382 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 16087 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32003 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60245 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53526 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97443 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29812 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98140 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072592.000000 Penalty: 168590.921875
Iteration 338Q: 51 clusters Score -1.150726e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36382 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 16053 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32003 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60246 members 
Mstep: Class 16 contains 9657 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53547 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5616 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80128 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29810 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2067 members 
Mstep: Class 43 contains 98153 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072544.000000 Penalty: 168590.921875
Iteration 339Q: 51 clusters Score -1.150725e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36383 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18578 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32004 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60246 members 
Mstep: Class 16 contains 9658 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53573 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5617 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80127 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29804 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98163 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072504.000000 Penalty: 168590.921875
Iteration 340F: 51 clusters Score -1.150725e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36383 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18579 members 
Mstep: Class 9 contains 15976 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32005 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9799 members 
Mstep: Class 15 contains 60247 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53601 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5619 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80126 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29798 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98175 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072392.000000 Penalty: 168590.921875
Iteration 341Q: 51 clusters Score -1.150724e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36385 members 
Mstep: Class 6 contains 26449 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18579 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9796 members 
Mstep: Class 15 contains 60248 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53631 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97441 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29793 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98184 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21312 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072424.000000 Penalty: 168590.921875
Iteration 342Q: 51 clusters Score -1.150724e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36385 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 15900 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9792 members 
Mstep: Class 15 contains 60249 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3203 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53670 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97441 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80123 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98193 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21313 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072416.000000 Penalty: 168590.921875
Iteration 343Q: 51 clusters Score -1.150724e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36385 members 
Mstep: Class 6 contains 26452 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18582 members 
Mstep: Class 9 contains 15849 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9791 members 
Mstep: Class 15 contains 60251 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53714 members 
Mstep: Class 30 contains 13302 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80118 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98202 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21314 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072400.000000 Penalty: 168590.921875
Iteration 344Q: 51 clusters Score -1.150724e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36384 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18582 members 
Mstep: Class 9 contains 15780 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 60251 members 
Mstep: Class 16 contains 9659 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8401 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8293 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53764 members 
Mstep: Class 30 contains 13303 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80117 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29791 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98218 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21315 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072432.000000 Penalty: 168590.921875
Iteration 345Q: 51 clusters Score -1.150724e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 36384 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 15707 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9783 members 
Mstep: Class 15 contains 60252 members 
Mstep: Class 16 contains 9660 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8294 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4328 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53819 members 
Mstep: Class 30 contains 13303 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80115 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29788 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98230 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21316 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072440.000000 Penalty: 168590.921875
Iteration 346Q: 51 clusters Score -1.150724e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8055 members 
Mstep: Class 5 contains 36384 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 15634 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9781 members 
Mstep: Class 15 contains 60254 members 
Mstep: Class 16 contains 9662 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6072 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53873 members 
Mstep: Class 30 contains 13304 members 
Mstep: Class 31 contains 97441 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80110 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29792 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98242 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21317 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072496.000000 Penalty: 168590.921875
Iteration 347Q: 51 clusters Score -1.150725e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5695 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8054 members 
Mstep: Class 5 contains 36385 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18586 members 
Mstep: Class 9 contains 15565 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9780 members 
Mstep: Class 15 contains 60254 members 
Mstep: Class 16 contains 9664 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7263 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53927 members 
Mstep: Class 30 contains 13306 members 
Mstep: Class 31 contains 97438 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80110 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98256 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21319 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072504.000000 Penalty: 168590.921875
Iteration 348Q: 51 clusters Score -1.150725e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8053 members 
Mstep: Class 5 contains 36389 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 15488 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 32005 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9778 members 
Mstep: Class 15 contains 60258 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8296 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7264 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 53991 members 
Mstep: Class 30 contains 13307 members 
Mstep: Class 31 contains 97438 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80107 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29786 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98265 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21321 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072480.000000 Penalty: 168590.921875
Iteration 349Q: 51 clusters Score -1.150725e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18589 members 
Mstep: Class 9 contains 15407 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32006 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 60259 members 
Mstep: Class 16 contains 9668 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7265 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 54061 members 
Mstep: Class 30 contains 13307 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80104 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29785 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98275 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21322 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072472.000000 Penalty: 168590.921875
Iteration 350Q: 51 clusters Score -1.150725e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5698 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 15320 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 60263 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3200 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7264 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 54133 members 
Mstep: Class 30 contains 13307 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80102 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29787 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98290 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21322 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072520.000000 Penalty: 168590.921875
Iteration 351Q: 51 clusters Score -1.150725e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 36389 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 15211 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 60263 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8292 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7266 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 54232 members 
Mstep: Class 30 contains 13307 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80102 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29794 members 
Mstep: Class 41 contains 11007 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98297 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21322 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072488.000000 Penalty: 168590.921875
Iteration 352Q: 51 clusters Score -1.150725e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 36391 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 15112 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32009 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9776 members 
Mstep: Class 15 contains 60263 members 
Mstep: Class 16 contains 9667 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 8295 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 54311 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29795 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98314 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21322 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072448.000000 Penalty: 168590.921875
Iteration 353Q: 51 clusters Score -1.150724e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16751 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 36393 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18587 members 
Mstep: Class 9 contains 15020 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32010 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 60265 members 
Mstep: Class 16 contains 9666 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8299 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7267 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 54383 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97439 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29797 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98325 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21321 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072424.000000 Penalty: 168590.921875
Iteration 354Q: 51 clusters Score -1.150724e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36398 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 14934 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32010 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60265 members 
Mstep: Class 16 contains 9667 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7269 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 54439 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97439 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80093 members 
Mstep: Class 37 contains 2819 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29797 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98348 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21323 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072528.000000 Penalty: 168590.921875
Iteration 355Q: 51 clusters Score -1.150725e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36404 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18590 members 
Mstep: Class 9 contains 14862 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32012 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60264 members 
Mstep: Class 16 contains 9667 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7270 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 54488 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97439 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80091 members 
Mstep: Class 37 contains 2820 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29794 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98367 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21325 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072608.000000 Penalty: 168590.921875
Iteration 356Q: 51 clusters Score -1.150726e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36406 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18590 members 
Mstep: Class 9 contains 14789 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32012 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60265 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7271 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 54528 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97439 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29796 members 
Mstep: Class 41 contains 11005 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98386 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21326 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072552.000000 Penalty: 168590.921875
Iteration 357Q: 51 clusters Score -1.150726e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36406 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18590 members 
Mstep: Class 9 contains 14720 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32015 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60266 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 54572 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29790 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98409 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21325 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072576.000000 Penalty: 168590.921875
Iteration 358Q: 51 clusters Score -1.150726e+08 nChanged 98
Entering ConstructFrom: 
Score: -115072576.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Entering Unmasked Estep 
Score: -1603172.250000 Penalty: 2304.144775
	Iteration 0F: 2 clusters Score -1603172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1594895.875000 Penalty: 4608.289551
	Iteration 0F: 3 clusters Score -1594896 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1597280.625000 Penalty: 4608.289551
	Iteration 1F: 3 clusters Score -1597281 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1597645.875000 Penalty: 4608.289551
	Iteration 2F: 3 clusters Score -1597646 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1597971.250000 Penalty: 4608.289551
	Iteration 3F: 3 clusters Score -1597971 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1598302.125000 Penalty: 4608.289551
	Iteration 4F: 3 clusters Score -1598302 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1598693.250000 Penalty: 4608.289551
	Iteration 5F: 3 clusters Score -1598693 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1599071.875000 Penalty: 4608.289551
	Iteration 6F: 3 clusters Score -1599072 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1599410.875000 Penalty: 4608.289551
	Iteration 7Q: 3 clusters Score -1599411 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1599741.500000 Penalty: 4608.289551
	Iteration 8Q: 3 clusters Score -1599742 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1600071.750000 Penalty: 4608.289551
	Iteration 9Q: 3 clusters Score -1600072 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1600366.375000 Penalty: 4608.289551
	Iteration 10Q: 3 clusters Score -1600366 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1600618.250000 Penalty: 4608.289551
	Iteration 11Q: 3 clusters Score -1600618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1600808.750000 Penalty: 4608.289551
	Iteration 12Q: 3 clusters Score -1600809 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1600977.250000 Penalty: 4608.289551
	Iteration 13Q: 3 clusters Score -1600977 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1601113.625000 Penalty: 4608.289551
	Iteration 14Q: 3 clusters Score -1601114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1601216.000000 Penalty: 4608.289551
	Iteration 15Q: 3 clusters Score -1601216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1601313.375000 Penalty: 4608.289551
	Iteration 16Q: 3 clusters Score -1601313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1601392.250000 Penalty: 4608.289551
	Iteration 17Q: 3 clusters Score -1601392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1601442.000000 Penalty: 4608.289551
	Iteration 18Q: 3 clusters Score -1601442 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1601473.000000 Penalty: 4608.289551
	Iteration 19Q: 3 clusters Score -1601473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1601496.250000 Penalty: 4608.289551
	Iteration 20F: 3 clusters Score -1601496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1601509.375000 Penalty: 4608.289551
	Iteration 21Q: 3 clusters Score -1601509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1601511.375000 Penalty: 4608.289551
	Iteration 22Q: 3 clusters Score -1601511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1601519.500000 Penalty: 4608.289551
	Iteration 23Q: 3 clusters Score -1601520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1601523.125000 Penalty: 4608.289551
	Iteration 24Q: 3 clusters Score -1601523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1601530.500000 Penalty: 4608.289551
	Iteration 25Q: 3 clusters Score -1601530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1601535.125000 Penalty: 4608.289551
	Iteration 26Q: 3 clusters Score -1601535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1601539.500000 Penalty: 4608.289551
	Iteration 27Q: 3 clusters Score -1601540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1601544.375000 Penalty: 4608.289551
	Iteration 28Q: 3 clusters Score -1601544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1601543.500000 Penalty: 4608.289551
	Iteration 29Q: 3 clusters Score -1601544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1601544.000000 Penalty: 4608.289551
	Iteration 30Q: 3 clusters Score -1601544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1601544.000000 Penalty: 4608.289551
	Iteration 31F: 3 clusters Score -1601544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -821267.687500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -821267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -816300.187500 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -816300.2 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -817640.312500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -817640.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -817930.937500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -817930.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -818192.375000 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -818192.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -818430.687500 Penalty: 4289.430664
	Iteration 4F: 3 clusters Score -818430.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -818671.125000 Penalty: 4289.430664
	Iteration 5F: 3 clusters Score -818671.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -818891.875000 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -818891.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -819050.375000 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -819050.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -819154.375000 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -819154.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -819217.625000 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -819217.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -819255.687500 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819255.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -819288.062500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -819288.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -819327.187500 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -819327.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -819357.750000 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -819357.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -819387.312500 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -819387.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -819410.875000 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -819410.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -819441.812500 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -819441.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -819470.500000 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -819470.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -819509.562500 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -819509.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -819543.062500 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -819543.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -819578.437500 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -819578.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -819612.687500 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -819612.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -819653.937500 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -819653.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -819683.750000 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -819683.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -819711.812500 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -819711.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -819737.875000 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -819737.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -819764.562500 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -819764.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -819782.312500 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -819782.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -819801.562500 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -819801.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -819818.500000 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -819818.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -819837.875000 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -819837.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -819860.062500 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -819860.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -819892.187500 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -819892.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -819929.187500 Penalty: 4289.430664
	Iteration 33Q: 3 clusters Score -819929.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -819970.125000 Penalty: 4289.430664
	Iteration 34Q: 3 clusters Score -819970.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -820032.625000 Penalty: 4289.430664
	Iteration 35Q: 3 clusters Score -820032.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -820093.687500 Penalty: 4289.430664
	Iteration 36Q: 3 clusters Score -820093.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -820159.187500 Penalty: 4289.430664
	Iteration 37Q: 3 clusters Score -820159.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -820212.312500 Penalty: 4289.430664
	Iteration 38Q: 3 clusters Score -820212.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -820242.000000 Penalty: 4289.430664
	Iteration 39Q: 3 clusters Score -820242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -820262.437500 Penalty: 4289.430664
	Iteration 40F: 3 clusters Score -820262.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -820284.437500 Penalty: 4289.430664
	Iteration 41Q: 3 clusters Score -820284.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -820295.937500 Penalty: 4289.430664
	Iteration 42Q: 3 clusters Score -820295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -820300.437500 Penalty: 4289.430664
	Iteration 43Q: 3 clusters Score -820300.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -820306.875000 Penalty: 4289.430664
	Iteration 44Q: 3 clusters Score -820306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -820312.000000 Penalty: 4289.430664
	Iteration 45Q: 3 clusters Score -820312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -820313.437500 Penalty: 4289.430664
	Iteration 46Q: 3 clusters Score -820313.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -820315.937500 Penalty: 4289.430664
	Iteration 47Q: 3 clusters Score -820315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -820316.875000 Penalty: 4289.430664
	Iteration 48Q: 3 clusters Score -820316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -820318.187500 Penalty: 4289.430664
	Iteration 49Q: 3 clusters Score -820318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -820318.750000 Penalty: 4289.430664
	Iteration 50Q: 3 clusters Score -820318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -820322.562500 Penalty: 4289.430664
	Iteration 51Q: 3 clusters Score -820322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -820322.625000 Penalty: 4289.430664
	Iteration 52Q: 3 clusters Score -820322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -820322.062500 Penalty: 4289.430664
	Iteration 53Q: 3 clusters Score -820322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -820322.062500 Penalty: 4289.430664
	Iteration 54F: 3 clusters Score -820322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Entering Unmasked Estep 
Score: -2498793.250000 Penalty: 2412.085938
	Iteration 0F: 2 clusters Score -2498793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2486909.250000 Penalty: 4824.171875
	Iteration 0F: 3 clusters Score -2486909 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2490808.000000 Penalty: 4824.171875
	Iteration 1F: 3 clusters Score -2490808 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2491220.500000 Penalty: 4824.171875
	Iteration 2F: 3 clusters Score -2491220 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2491545.750000 Penalty: 4824.171875
	Iteration 3Q: 3 clusters Score -2491546 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2491842.500000 Penalty: 4824.171875
	Iteration 4Q: 3 clusters Score -2491842 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2492168.250000 Penalty: 4824.171875
	Iteration 5Q: 3 clusters Score -2492168 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2492516.750000 Penalty: 4824.171875
	Iteration 6Q: 3 clusters Score -2492517 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2492904.250000 Penalty: 4824.171875
	Iteration 7Q: 3 clusters Score -2492904 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2493356.750000 Penalty: 4824.171875
	Iteration 8Q: 3 clusters Score -2493357 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2493948.500000 Penalty: 4824.171875
	Iteration 9Q: 3 clusters Score -2493948 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2494749.250000 Penalty: 4824.171875
	Iteration 10F: 3 clusters Score -2494749 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2495746.000000 Penalty: 4824.171875
	Iteration 11F: 3 clusters Score -2495746 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2496850.000000 Penalty: 4824.171875
	Iteration 12Q: 3 clusters Score -2496850 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2497469.000000 Penalty: 4824.171875
	Iteration 13Q: 3 clusters Score -2497469 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2497737.500000 Penalty: 4824.171875
	Iteration 14Q: 3 clusters Score -2497738 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2497867.750000 Penalty: 4824.171875
	Iteration 15Q: 3 clusters Score -2497868 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2497930.250000 Penalty: 4824.171875
	Iteration 16Q: 3 clusters Score -2497930 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2498009.000000 Penalty: 4824.171875
	Iteration 17Q: 3 clusters Score -2498009 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2498074.500000 Penalty: 4824.171875
	Iteration 18Q: 3 clusters Score -2498074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2498118.500000 Penalty: 4824.171875
	Iteration 19Q: 3 clusters Score -2498118 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2498151.250000 Penalty: 4824.171875
	Iteration 20F: 3 clusters Score -2498151 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2498193.000000 Penalty: 4824.171875
	Iteration 21Q: 3 clusters Score -2498193 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2498249.250000 Penalty: 4824.171875
	Iteration 22Q: 3 clusters Score -2498249 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2498321.250000 Penalty: 4824.171875
	Iteration 23Q: 3 clusters Score -2498321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2498390.750000 Penalty: 4824.171875
	Iteration 24Q: 3 clusters Score -2498391 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2498467.000000 Penalty: 4824.171875
	Iteration 25Q: 3 clusters Score -2498467 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2498513.750000 Penalty: 4824.171875
	Iteration 26Q: 3 clusters Score -2498514 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2498583.750000 Penalty: 4824.171875
	Iteration 27Q: 3 clusters Score -2498584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2498619.500000 Penalty: 4824.171875
	Iteration 28Q: 3 clusters Score -2498620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2498648.750000 Penalty: 4824.171875
	Iteration 29Q: 3 clusters Score -2498649 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2498660.250000 Penalty: 4824.171875
	Iteration 30Q: 3 clusters Score -2498660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2498683.750000 Penalty: 4824.171875
	Iteration 31Q: 3 clusters Score -2498684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2498694.750000 Penalty: 4824.171875
	Iteration 32Q: 3 clusters Score -2498695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2498699.250000 Penalty: 4824.171875
	Iteration 33Q: 3 clusters Score -2498699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2498698.750000 Penalty: 4824.171875
	Iteration 34Q: 3 clusters Score -2498699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2498705.000000 Penalty: 4824.171875
	Iteration 35Q: 3 clusters Score -2498705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2498706.250000 Penalty: 4824.171875
	Iteration 36Q: 3 clusters Score -2498706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2498703.500000 Penalty: 4824.171875
	Iteration 37Q: 3 clusters Score -2498704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2498704.250000 Penalty: 4824.171875
	Iteration 38Q: 3 clusters Score -2498704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2498713.000000 Penalty: 4824.171875
	Iteration 39Q: 3 clusters Score -2498713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2498712.250000 Penalty: 4824.171875
	Iteration 40F: 3 clusters Score -2498712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2498713.000000 Penalty: 4824.171875
	Iteration 41Q: 3 clusters Score -2498713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2498710.750000 Penalty: 4824.171875
	Iteration 42Q: 3 clusters Score -2498711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2498717.250000 Penalty: 4824.171875
	Iteration 43Q: 3 clusters Score -2498717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2498713.250000 Penalty: 4824.171875
	Iteration 44Q: 3 clusters Score -2498713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2498709.750000 Penalty: 4824.171875
	Iteration 45Q: 3 clusters Score -2498710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2498714.000000 Penalty: 4824.171875
	Iteration 46Q: 3 clusters Score -2498714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2498714.250000 Penalty: 4824.171875
	Iteration 47Q: 3 clusters Score -2498714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2498713.750000 Penalty: 4824.171875
	Iteration 48Q: 3 clusters Score -2498714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2498715.500000 Penalty: 4824.171875
	Iteration 49Q: 3 clusters Score -2498716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2498716.500000 Penalty: 4824.171875
	Iteration 50Q: 3 clusters Score -2498716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2498716.750000 Penalty: 4824.171875
	Iteration 51Q: 3 clusters Score -2498717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2498717.750000 Penalty: 4824.171875
	Iteration 52Q: 3 clusters Score -2498718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2498717.750000 Penalty: 4824.171875
	Iteration 53F: 3 clusters Score -2498718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Entering Unmasked Estep 
Score: -1128907.250000 Penalty: 2230.154297
	Iteration 0F: 2 clusters Score -1128907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1122458.750000 Penalty: 4460.308594
	Iteration 0F: 3 clusters Score -1122459 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1124278.125000 Penalty: 4460.308594
	Iteration 1F: 3 clusters Score -1124278 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1124636.625000 Penalty: 4460.308594
	Iteration 2F: 3 clusters Score -1124637 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1124890.250000 Penalty: 4460.308594
	Iteration 3F: 3 clusters Score -1124890 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1125108.750000 Penalty: 4460.308594
	Iteration 4Q: 3 clusters Score -1125109 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1125329.125000 Penalty: 4460.308594
	Iteration 5Q: 3 clusters Score -1125329 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1125575.125000 Penalty: 4460.308594
	Iteration 6Q: 3 clusters Score -1125575 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1125844.000000 Penalty: 4460.308594
	Iteration 7Q: 3 clusters Score -1125844 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1126090.750000 Penalty: 4460.308594
	Iteration 8Q: 3 clusters Score -1126091 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1126363.375000 Penalty: 4460.308594
	Iteration 9Q: 3 clusters Score -1126363 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1126647.875000 Penalty: 4460.308594
	Iteration 10Q: 3 clusters Score -1126648 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1126881.250000 Penalty: 4460.308594
	Iteration 11Q: 3 clusters Score -1126881 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1127090.875000 Penalty: 4460.308594
	Iteration 12Q: 3 clusters Score -1127091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1127269.875000 Penalty: 4460.308594
	Iteration 13Q: 3 clusters Score -1127270 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1127436.500000 Penalty: 4460.308594
	Iteration 14Q: 3 clusters Score -1127436 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1127569.875000 Penalty: 4460.308594
	Iteration 15Q: 3 clusters Score -1127570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1127673.250000 Penalty: 4460.308594
	Iteration 16Q: 3 clusters Score -1127673 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1127771.500000 Penalty: 4460.308594
	Iteration 17Q: 3 clusters Score -1127772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1127864.500000 Penalty: 4460.308594
	Iteration 18Q: 3 clusters Score -1127864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1127938.625000 Penalty: 4460.308594
	Iteration 19Q: 3 clusters Score -1127939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1128010.625000 Penalty: 4460.308594
	Iteration 20F: 3 clusters Score -1128011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1128052.875000 Penalty: 4460.308594
	Iteration 21Q: 3 clusters Score -1128053 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1128086.750000 Penalty: 4460.308594
	Iteration 22Q: 3 clusters Score -1128087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1128121.875000 Penalty: 4460.308594
	Iteration 23Q: 3 clusters Score -1128122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1128165.875000 Penalty: 4460.308594
	Iteration 24Q: 3 clusters Score -1128166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1128215.500000 Penalty: 4460.308594
	Iteration 25Q: 3 clusters Score -1128216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1128270.500000 Penalty: 4460.308594
	Iteration 26Q: 3 clusters Score -1128270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1128327.125000 Penalty: 4460.308594
	Iteration 27Q: 3 clusters Score -1128327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1128360.000000 Penalty: 4460.308594
	Iteration 28Q: 3 clusters Score -1128360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1128387.375000 Penalty: 4460.308594
	Iteration 29Q: 3 clusters Score -1128387 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1128413.750000 Penalty: 4460.308594
	Iteration 30Q: 3 clusters Score -1128414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1128427.000000 Penalty: 4460.308594
	Iteration 31Q: 3 clusters Score -1128427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1128440.625000 Penalty: 4460.308594
	Iteration 32Q: 3 clusters Score -1128441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1128452.125000 Penalty: 4460.308594
	Iteration 33Q: 3 clusters Score -1128452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1128455.000000 Penalty: 4460.308594
	Iteration 34Q: 3 clusters Score -1128455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1128459.500000 Penalty: 4460.308594
	Iteration 35Q: 3 clusters Score -1128460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1128465.750000 Penalty: 4460.308594
	Iteration 36Q: 3 clusters Score -1128466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1128468.000000 Penalty: 4460.308594
	Iteration 37Q: 3 clusters Score -1128468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1128472.875000 Penalty: 4460.308594
	Iteration 38Q: 3 clusters Score -1128473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1128474.500000 Penalty: 4460.308594
	Iteration 39Q: 3 clusters Score -1128474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1128480.250000 Penalty: 4460.308594
	Iteration 40F: 3 clusters Score -1128480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1128481.500000 Penalty: 4460.308594
	Iteration 41Q: 3 clusters Score -1128482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1128482.000000 Penalty: 4460.308594
	Iteration 42Q: 3 clusters Score -1128482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1128482.250000 Penalty: 4460.308594
	Iteration 43Q: 3 clusters Score -1128482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1128482.000000 Penalty: 4460.308594
	Iteration 44Q: 3 clusters Score -1128482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1128481.250000 Penalty: 4460.308594
	Iteration 45Q: 3 clusters Score -1128481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1128482.500000 Penalty: 4460.308594
	Iteration 46Q: 3 clusters Score -1128482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1128481.875000 Penalty: 4460.308594
	Iteration 47Q: 3 clusters Score -1128482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1128481.875000 Penalty: 4460.308594
	Iteration 48F: 3 clusters Score -1128482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Entering Unmasked Estep 
Score: -5457071.500000 Penalty: 2604.624268
	Iteration 0F: 2 clusters Score -5457072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5432213.000000 Penalty: 5209.248535
	Iteration 0F: 3 clusters Score -5432213 nChanged 16613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5441379.000000 Penalty: 5209.248535
	Iteration 1F: 3 clusters Score -5441379 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5441877.500000 Penalty: 5209.248535
	Iteration 2Q: 3 clusters Score -5441878 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5442345.000000 Penalty: 5209.248535
	Iteration 3Q: 3 clusters Score -5442345 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5442767.000000 Penalty: 5209.248535
	Iteration 4Q: 3 clusters Score -5442767 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5443284.500000 Penalty: 5209.248535
	Iteration 5Q: 3 clusters Score -5443284 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -5443869.000000 Penalty: 5209.248535
	Iteration 6Q: 3 clusters Score -5443869 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -5444573.500000 Penalty: 5209.248535
	Iteration 7Q: 3 clusters Score -5444574 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5445479.000000 Penalty: 5209.248535
	Iteration 8F: 3 clusters Score -5445479 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -5446526.000000 Penalty: 5209.248535
	Iteration 9F: 3 clusters Score -5446526 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5447487.500000 Penalty: 5209.248535
	Iteration 10F: 3 clusters Score -5447488 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -5448289.000000 Penalty: 5209.248535
	Iteration 11Q: 3 clusters Score -5448289 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -5448881.000000 Penalty: 5209.248535
	Iteration 12Q: 3 clusters Score -5448881 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -5449424.500000 Penalty: 5209.248535
	Iteration 13Q: 3 clusters Score -5449424 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5449929.500000 Penalty: 5209.248535
	Iteration 14Q: 3 clusters Score -5449930 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5450412.500000 Penalty: 5209.248535
	Iteration 15Q: 3 clusters Score -5450412 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5450979.500000 Penalty: 5209.248535
	Iteration 16Q: 3 clusters Score -5450980 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5451550.500000 Penalty: 5209.248535
	Iteration 17Q: 3 clusters Score -5451550 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5452153.500000 Penalty: 5209.248535
	Iteration 18Q: 3 clusters Score -5452154 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -5452655.000000 Penalty: 5209.248535
	Iteration 19Q: 3 clusters Score -5452655 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 31768 members 
Entering Unmasked Estep 
Score: -5452983.000000 Penalty: 5209.248535
	Iteration 20F: 3 clusters Score -5452983 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -5453305.000000 Penalty: 5209.248535
	Iteration 21Q: 3 clusters Score -5453305 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -5453517.500000 Penalty: 5209.248535
	Iteration 22Q: 3 clusters Score -5453518 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -5453706.500000 Penalty: 5209.248535
	Iteration 23Q: 3 clusters Score -5453706 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -5453885.000000 Penalty: 5209.248535
	Iteration 24Q: 3 clusters Score -5453885 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -5454031.500000 Penalty: 5209.248535
	Iteration 25Q: 3 clusters Score -5454032 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -5454163.000000 Penalty: 5209.248535
	Iteration 26Q: 3 clusters Score -5454163 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -5454259.500000 Penalty: 5209.248535
	Iteration 27Q: 3 clusters Score -5454260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5454339.500000 Penalty: 5209.248535
	Iteration 28Q: 3 clusters Score -5454340 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -5454409.500000 Penalty: 5209.248535
	Iteration 29Q: 3 clusters Score -5454410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5454516.000000 Penalty: 5209.248535
	Iteration 30Q: 3 clusters Score -5454516 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -5454597.000000 Penalty: 5209.248535
	Iteration 31Q: 3 clusters Score -5454597 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -5454678.500000 Penalty: 5209.248535
	Iteration 32Q: 3 clusters Score -5454678 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -5454744.500000 Penalty: 5209.248535
	Iteration 33Q: 3 clusters Score -5454744 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -5454814.500000 Penalty: 5209.248535
	Iteration 34Q: 3 clusters Score -5454814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5454870.500000 Penalty: 5209.248535
	Iteration 35Q: 3 clusters Score -5454870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -5454902.000000 Penalty: 5209.248535
	Iteration 36Q: 3 clusters Score -5454902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -5454914.500000 Penalty: 5209.248535
	Iteration 37Q: 3 clusters Score -5454914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -5454928.000000 Penalty: 5209.248535
	Iteration 38Q: 3 clusters Score -5454928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -5454942.000000 Penalty: 5209.248535
	Iteration 39Q: 3 clusters Score -5454942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -5454944.000000 Penalty: 5209.248535
	Iteration 40F: 3 clusters Score -5454944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5454955.500000 Penalty: 5209.248535
	Iteration 41Q: 3 clusters Score -5454956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -5454970.000000 Penalty: 5209.248535
	Iteration 42Q: 3 clusters Score -5454970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -5454987.000000 Penalty: 5209.248535
	Iteration 43Q: 3 clusters Score -5454987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -5454989.500000 Penalty: 5209.248535
	Iteration 44Q: 3 clusters Score -5454990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -5454989.000000 Penalty: 5209.248535
	Iteration 45Q: 3 clusters Score -5454989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -5454994.000000 Penalty: 5209.248535
	Iteration 46Q: 3 clusters Score -5454994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -5454993.500000 Penalty: 5209.248535
	Iteration 47Q: 3 clusters Score -5454994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -5454994.500000 Penalty: 5209.248535
	Iteration 48Q: 3 clusters Score -5454994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -5455003.500000 Penalty: 5209.248535
	Iteration 49Q: 3 clusters Score -5455004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5455006.500000 Penalty: 5209.248535
	Iteration 50Q: 3 clusters Score -5455006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -5455012.500000 Penalty: 5209.248535
	Iteration 51Q: 3 clusters Score -5455012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -5455009.500000 Penalty: 5209.248535
	Iteration 52Q: 3 clusters Score -5455010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -5455007.500000 Penalty: 5209.248535
	Iteration 53Q: 3 clusters Score -5455008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5455002.000000 Penalty: 5209.248535
	Iteration 54Q: 3 clusters Score -5455002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -5455002.000000 Penalty: 5209.248535
	Iteration 55F: 3 clusters Score -5455002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Entering Unmasked Estep 
Score: -3956904.250000 Penalty: 2525.508789
	Iteration 0F: 2 clusters Score -3956904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3938562.500000 Penalty: 5051.017578
	Iteration 0F: 3 clusters Score -3938562 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3944950.500000 Penalty: 5051.017578
	Iteration 1F: 3 clusters Score -3944950 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3945297.500000 Penalty: 5051.017578
	Iteration 2Q: 3 clusters Score -3945298 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3945631.000000 Penalty: 5051.017578
	Iteration 3Q: 3 clusters Score -3945631 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -3945973.500000 Penalty: 5051.017578
	Iteration 4Q: 3 clusters Score -3945974 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3946368.250000 Penalty: 5051.017578
	Iteration 5Q: 3 clusters Score -3946368 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3946933.750000 Penalty: 5051.017578
	Iteration 6Q: 3 clusters Score -3946934 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3947820.250000 Penalty: 5051.017578
	Iteration 7F: 3 clusters Score -3947820 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3949094.250000 Penalty: 5051.017578
	Iteration 8F: 3 clusters Score -3949094 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3950688.250000 Penalty: 5051.017578
	Iteration 9F: 3 clusters Score -3950688 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3952348.000000 Penalty: 5051.017578
	Iteration 10F: 3 clusters Score -3952348 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3953540.000000 Penalty: 5051.017578
	Iteration 11Q: 3 clusters Score -3953540 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3954180.000000 Penalty: 5051.017578
	Iteration 12Q: 3 clusters Score -3954180 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3954420.250000 Penalty: 5051.017578
	Iteration 13Q: 3 clusters Score -3954420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3954553.750000 Penalty: 5051.017578
	Iteration 14Q: 3 clusters Score -3954554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3954625.500000 Penalty: 5051.017578
	Iteration 15Q: 3 clusters Score -3954626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3954671.000000 Penalty: 5051.017578
	Iteration 16Q: 3 clusters Score -3954671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3954697.250000 Penalty: 5051.017578
	Iteration 17Q: 3 clusters Score -3954697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3954714.750000 Penalty: 5051.017578
	Iteration 18Q: 3 clusters Score -3954715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3954725.250000 Penalty: 5051.017578
	Iteration 19Q: 3 clusters Score -3954725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3954737.250000 Penalty: 5051.017578
	Iteration 20F: 3 clusters Score -3954737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3954748.000000 Penalty: 5051.017578
	Iteration 21Q: 3 clusters Score -3954748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3954757.500000 Penalty: 5051.017578
	Iteration 22Q: 3 clusters Score -3954758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3954762.000000 Penalty: 5051.017578
	Iteration 23Q: 3 clusters Score -3954762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3954764.250000 Penalty: 5051.017578
	Iteration 24Q: 3 clusters Score -3954764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3954770.750000 Penalty: 5051.017578
	Iteration 25Q: 3 clusters Score -3954771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3954776.000000 Penalty: 5051.017578
	Iteration 26Q: 3 clusters Score -3954776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3954779.500000 Penalty: 5051.017578
	Iteration 27Q: 3 clusters Score -3954780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3954779.500000 Penalty: 5051.017578
	Iteration 28F: 3 clusters Score -3954780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Entering Unmasked Estep 
Score: -1734708.375000 Penalty: 2323.122559
	Iteration 0F: 2 clusters Score -1734708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1725920.750000 Penalty: 4646.245117
	Iteration 0F: 3 clusters Score -1725921 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1728547.500000 Penalty: 4646.245117
	Iteration 1F: 3 clusters Score -1728548 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1728874.000000 Penalty: 4646.245117
	Iteration 2F: 3 clusters Score -1728874 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1729103.750000 Penalty: 4646.245117
	Iteration 3Q: 3 clusters Score -1729104 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1729300.625000 Penalty: 4646.245117
	Iteration 4Q: 3 clusters Score -1729301 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1729485.000000 Penalty: 4646.245117
	Iteration 5Q: 3 clusters Score -1729485 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1729642.250000 Penalty: 4646.245117
	Iteration 6Q: 3 clusters Score -1729642 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1729802.625000 Penalty: 4646.245117
	Iteration 7Q: 3 clusters Score -1729803 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1729970.000000 Penalty: 4646.245117
	Iteration 8Q: 3 clusters Score -1729970 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1730175.000000 Penalty: 4646.245117
	Iteration 9Q: 3 clusters Score -1730175 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1730419.625000 Penalty: 4646.245117
	Iteration 10Q: 3 clusters Score -1730420 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1730725.750000 Penalty: 4646.245117
	Iteration 11Q: 3 clusters Score -1730726 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1731058.375000 Penalty: 4646.245117
	Iteration 12Q: 3 clusters Score -1731058 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1731421.625000 Penalty: 4646.245117
	Iteration 13Q: 3 clusters Score -1731422 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1731807.000000 Penalty: 4646.245117
	Iteration 14Q: 3 clusters Score -1731807 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1732141.000000 Penalty: 4646.245117
	Iteration 15Q: 3 clusters Score -1732141 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1732362.250000 Penalty: 4646.245117
	Iteration 16Q: 3 clusters Score -1732362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1732524.000000 Penalty: 4646.245117
	Iteration 17Q: 3 clusters Score -1732524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1732639.750000 Penalty: 4646.245117
	Iteration 18Q: 3 clusters Score -1732640 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1732723.750000 Penalty: 4646.245117
	Iteration 19Q: 3 clusters Score -1732724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1732778.750000 Penalty: 4646.245117
	Iteration 20F: 3 clusters Score -1732779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1732818.500000 Penalty: 4646.245117
	Iteration 21Q: 3 clusters Score -1732818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1732850.000000 Penalty: 4646.245117
	Iteration 22Q: 3 clusters Score -1732850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1732877.375000 Penalty: 4646.245117
	Iteration 23Q: 3 clusters Score -1732877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1732891.375000 Penalty: 4646.245117
	Iteration 24Q: 3 clusters Score -1732891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1732905.500000 Penalty: 4646.245117
	Iteration 25Q: 3 clusters Score -1732906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1732910.375000 Penalty: 4646.245117
	Iteration 26Q: 3 clusters Score -1732910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1732910.750000 Penalty: 4646.245117
	Iteration 27Q: 3 clusters Score -1732911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1732912.125000 Penalty: 4646.245117
	Iteration 28Q: 3 clusters Score -1732912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1732915.625000 Penalty: 4646.245117
	Iteration 29Q: 3 clusters Score -1732916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1732916.000000 Penalty: 4646.245117
	Iteration 30Q: 3 clusters Score -1732916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1732915.250000 Penalty: 4646.245117
	Iteration 31Q: 3 clusters Score -1732915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1732915.250000 Penalty: 4646.245117
	Iteration 32F: 3 clusters Score -1732915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Entering Unmasked Estep 
Score: -2571411.750000 Penalty: 2437.947266
	Iteration 0F: 2 clusters Score -2571412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2558248.500000 Penalty: 4875.894531
	Iteration 0F: 3 clusters Score -2558248 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2562917.750000 Penalty: 4875.894531
	Iteration 1F: 3 clusters Score -2562918 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2563712.000000 Penalty: 4875.894531
	Iteration 2F: 3 clusters Score -2563712 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2564501.750000 Penalty: 4875.894531
	Iteration 3F: 3 clusters Score -2564502 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2565191.750000 Penalty: 4875.894531
	Iteration 4F: 3 clusters Score -2565192 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2565824.750000 Penalty: 4875.894531
	Iteration 5F: 3 clusters Score -2565825 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2566343.500000 Penalty: 4875.894531
	Iteration 6F: 3 clusters Score -2566344 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2566704.250000 Penalty: 4875.894531
	Iteration 7Q: 3 clusters Score -2566704 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2566948.250000 Penalty: 4875.894531
	Iteration 8Q: 3 clusters Score -2566948 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2567145.000000 Penalty: 4875.894531
	Iteration 9Q: 3 clusters Score -2567145 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2567318.500000 Penalty: 4875.894531
	Iteration 10Q: 3 clusters Score -2567318 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2567452.500000 Penalty: 4875.894531
	Iteration 11Q: 3 clusters Score -2567452 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2567567.750000 Penalty: 4875.894531
	Iteration 12Q: 3 clusters Score -2567568 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2567670.500000 Penalty: 4875.894531
	Iteration 13Q: 3 clusters Score -2567670 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2567786.250000 Penalty: 4875.894531
	Iteration 14Q: 3 clusters Score -2567786 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2567879.250000 Penalty: 4875.894531
	Iteration 15Q: 3 clusters Score -2567879 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2567969.000000 Penalty: 4875.894531
	Iteration 16Q: 3 clusters Score -2567969 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2568066.000000 Penalty: 4875.894531
	Iteration 17Q: 3 clusters Score -2568066 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2568137.750000 Penalty: 4875.894531
	Iteration 18Q: 3 clusters Score -2568138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2568185.000000 Penalty: 4875.894531
	Iteration 19Q: 3 clusters Score -2568185 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2568230.000000 Penalty: 4875.894531
	Iteration 20F: 3 clusters Score -2568230 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2568258.500000 Penalty: 4875.894531
	Iteration 21Q: 3 clusters Score -2568258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2568296.250000 Penalty: 4875.894531
	Iteration 22Q: 3 clusters Score -2568296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2568309.500000 Penalty: 4875.894531
	Iteration 23Q: 3 clusters Score -2568310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2568347.250000 Penalty: 4875.894531
	Iteration 24Q: 3 clusters Score -2568347 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2568383.250000 Penalty: 4875.894531
	Iteration 25Q: 3 clusters Score -2568383 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2568431.250000 Penalty: 4875.894531
	Iteration 26Q: 3 clusters Score -2568431 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2568479.750000 Penalty: 4875.894531
	Iteration 27Q: 3 clusters Score -2568480 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2568514.500000 Penalty: 4875.894531
	Iteration 28Q: 3 clusters Score -2568514 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2568563.250000 Penalty: 4875.894531
	Iteration 29Q: 3 clusters Score -2568563 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2568615.250000 Penalty: 4875.894531
	Iteration 30Q: 3 clusters Score -2568615 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2568685.750000 Penalty: 4875.894531
	Iteration 31Q: 3 clusters Score -2568686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2568754.000000 Penalty: 4875.894531
	Iteration 32Q: 3 clusters Score -2568754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2568839.000000 Penalty: 4875.894531
	Iteration 33Q: 3 clusters Score -2568839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2568894.500000 Penalty: 4875.894531
	Iteration 34Q: 3 clusters Score -2568894 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2568942.000000 Penalty: 4875.894531
	Iteration 35Q: 3 clusters Score -2568942 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2568973.750000 Penalty: 4875.894531
	Iteration 36Q: 3 clusters Score -2568974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2569004.000000 Penalty: 4875.894531
	Iteration 37Q: 3 clusters Score -2569004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2569047.000000 Penalty: 4875.894531
	Iteration 38Q: 3 clusters Score -2569047 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2569076.500000 Penalty: 4875.894531
	Iteration 39Q: 3 clusters Score -2569076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2569106.750000 Penalty: 4875.894531
	Iteration 40F: 3 clusters Score -2569107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2569129.750000 Penalty: 4875.894531
	Iteration 41Q: 3 clusters Score -2569130 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2569152.000000 Penalty: 4875.894531
	Iteration 42Q: 3 clusters Score -2569152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2569173.250000 Penalty: 4875.894531
	Iteration 43Q: 3 clusters Score -2569173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2569205.250000 Penalty: 4875.894531
	Iteration 44Q: 3 clusters Score -2569205 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2569218.500000 Penalty: 4875.894531
	Iteration 45Q: 3 clusters Score -2569218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2569250.750000 Penalty: 4875.894531
	Iteration 46Q: 3 clusters Score -2569251 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2569261.500000 Penalty: 4875.894531
	Iteration 47Q: 3 clusters Score -2569262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2569280.250000 Penalty: 4875.894531
	Iteration 48Q: 3 clusters Score -2569280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2569299.500000 Penalty: 4875.894531
	Iteration 49Q: 3 clusters Score -2569300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2569317.500000 Penalty: 4875.894531
	Iteration 50Q: 3 clusters Score -2569318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -2569336.250000 Penalty: 4875.894531
	Iteration 51Q: 3 clusters Score -2569336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2569361.750000 Penalty: 4875.894531
	Iteration 52Q: 3 clusters Score -2569362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2569385.250000 Penalty: 4875.894531
	Iteration 53Q: 3 clusters Score -2569385 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2569415.000000 Penalty: 4875.894531
	Iteration 54Q: 3 clusters Score -2569415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2569443.500000 Penalty: 4875.894531
	Iteration 55Q: 3 clusters Score -2569444 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2569473.500000 Penalty: 4875.894531
	Iteration 56Q: 3 clusters Score -2569474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2569506.750000 Penalty: 4875.894531
	Iteration 57Q: 3 clusters Score -2569507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2569528.000000 Penalty: 4875.894531
	Iteration 58Q: 3 clusters Score -2569528 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2569563.750000 Penalty: 4875.894531
	Iteration 59Q: 3 clusters Score -2569564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2569590.750000 Penalty: 4875.894531
	Iteration 60F: 3 clusters Score -2569591 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2569616.250000 Penalty: 4875.894531
	Iteration 61Q: 3 clusters Score -2569616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2569644.750000 Penalty: 4875.894531
	Iteration 62Q: 3 clusters Score -2569645 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -2569665.750000 Penalty: 4875.894531
	Iteration 63Q: 3 clusters Score -2569666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2569689.750000 Penalty: 4875.894531
	Iteration 64Q: 3 clusters Score -2569690 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2569712.250000 Penalty: 4875.894531
	Iteration 65Q: 3 clusters Score -2569712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2569722.000000 Penalty: 4875.894531
	Iteration 66Q: 3 clusters Score -2569722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -2569736.500000 Penalty: 4875.894531
	Iteration 67Q: 3 clusters Score -2569736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2569750.500000 Penalty: 4875.894531
	Iteration 68Q: 3 clusters Score -2569750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2569771.000000 Penalty: 4875.894531
	Iteration 69Q: 3 clusters Score -2569771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2569781.000000 Penalty: 4875.894531
	Iteration 70Q: 3 clusters Score -2569781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2569796.500000 Penalty: 4875.894531
	Iteration 71Q: 3 clusters Score -2569796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2569806.500000 Penalty: 4875.894531
	Iteration 72Q: 3 clusters Score -2569806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2569827.250000 Penalty: 4875.894531
	Iteration 73Q: 3 clusters Score -2569827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2569839.750000 Penalty: 4875.894531
	Iteration 74Q: 3 clusters Score -2569840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2569845.250000 Penalty: 4875.894531
	Iteration 75Q: 3 clusters Score -2569845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2569856.500000 Penalty: 4875.894531
	Iteration 76Q: 3 clusters Score -2569856 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2569867.500000 Penalty: 4875.894531
	Iteration 77Q: 3 clusters Score -2569868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2569868.250000 Penalty: 4875.894531
	Iteration 78Q: 3 clusters Score -2569868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2569866.750000 Penalty: 4875.894531
	Iteration 79Q: 3 clusters Score -2569867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2569880.500000 Penalty: 4875.894531
	Iteration 80F: 3 clusters Score -2569880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2569888.750000 Penalty: 4875.894531
	Iteration 81Q: 3 clusters Score -2569889 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2569902.250000 Penalty: 4875.894531
	Iteration 82Q: 3 clusters Score -2569902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2569909.750000 Penalty: 4875.894531
	Iteration 83Q: 3 clusters Score -2569910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2569915.500000 Penalty: 4875.894531
	Iteration 84Q: 3 clusters Score -2569916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2569919.500000 Penalty: 4875.894531
	Iteration 85Q: 3 clusters Score -2569920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2569929.750000 Penalty: 4875.894531
	Iteration 86Q: 3 clusters Score -2569930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2569929.250000 Penalty: 4875.894531
	Iteration 87Q: 3 clusters Score -2569929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2569937.750000 Penalty: 4875.894531
	Iteration 88Q: 3 clusters Score -2569938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2569944.000000 Penalty: 4875.894531
	Iteration 89Q: 3 clusters Score -2569944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2569953.000000 Penalty: 4875.894531
	Iteration 90Q: 3 clusters Score -2569953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2569965.750000 Penalty: 4875.894531
	Iteration 91Q: 3 clusters Score -2569966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2569968.500000 Penalty: 4875.894531
	Iteration 92Q: 3 clusters Score -2569968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2569969.750000 Penalty: 4875.894531
	Iteration 93Q: 3 clusters Score -2569970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2569972.250000 Penalty: 4875.894531
	Iteration 94Q: 3 clusters Score -2569972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2569969.250000 Penalty: 4875.894531
	Iteration 95Q: 3 clusters Score -2569969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2569970.250000 Penalty: 4875.894531
	Iteration 96Q: 3 clusters Score -2569970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2569969.500000 Penalty: 4875.894531
	Iteration 97Q: 3 clusters Score -2569970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2569973.500000 Penalty: 4875.894531
	Iteration 98Q: 3 clusters Score -2569974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2569973.500000 Penalty: 4875.894531
	Iteration 99Q: 3 clusters Score -2569974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2569977.750000 Penalty: 4875.894531
	Iteration 100F: 3 clusters Score -2569978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2569978.250000 Penalty: 4875.894531
	Iteration 101Q: 3 clusters Score -2569978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2569978.250000 Penalty: 4875.894531
	Iteration 102Q: 3 clusters Score -2569978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2569976.500000 Penalty: 4875.894531
	Iteration 103Q: 3 clusters Score -2569976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2569980.000000 Penalty: 4875.894531
	Iteration 104Q: 3 clusters Score -2569980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2569979.000000 Penalty: 4875.894531
	Iteration 105Q: 3 clusters Score -2569979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2569986.000000 Penalty: 4875.894531
	Iteration 106Q: 3 clusters Score -2569986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2569991.500000 Penalty: 4875.894531
	Iteration 107Q: 3 clusters Score -2569992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2569997.000000 Penalty: 4875.894531
	Iteration 108Q: 3 clusters Score -2569997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2569998.750000 Penalty: 4875.894531
	Iteration 109Q: 3 clusters Score -2569999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2569999.500000 Penalty: 4875.894531
	Iteration 110Q: 3 clusters Score -2570000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2570000.500000 Penalty: 4875.894531
	Iteration 111Q: 3 clusters Score -2570000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2570004.000000 Penalty: 4875.894531
	Iteration 112Q: 3 clusters Score -2570004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2570011.500000 Penalty: 4875.894531
	Iteration 113Q: 3 clusters Score -2570012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2570015.000000 Penalty: 4875.894531
	Iteration 114Q: 3 clusters Score -2570015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2570014.000000 Penalty: 4875.894531
	Iteration 115Q: 3 clusters Score -2570014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2570025.750000 Penalty: 4875.894531
	Iteration 116Q: 3 clusters Score -2570026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2570028.500000 Penalty: 4875.894531
	Iteration 117Q: 3 clusters Score -2570028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2570039.000000 Penalty: 4875.894531
	Iteration 118Q: 3 clusters Score -2570039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2570045.500000 Penalty: 4875.894531
	Iteration 119Q: 3 clusters Score -2570046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2570053.750000 Penalty: 4875.894531
	Iteration 120F: 3 clusters Score -2570054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2570056.000000 Penalty: 4875.894531
	Iteration 121Q: 3 clusters Score -2570056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2570058.750000 Penalty: 4875.894531
	Iteration 122Q: 3 clusters Score -2570059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2570061.250000 Penalty: 4875.894531
	Iteration 123Q: 3 clusters Score -2570061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -2570061.000000 Penalty: 4875.894531
	Iteration 124Q: 3 clusters Score -2570061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2570064.250000 Penalty: 4875.894531
	Iteration 125Q: 3 clusters Score -2570064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2570065.750000 Penalty: 4875.894531
	Iteration 126Q: 3 clusters Score -2570066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2570066.250000 Penalty: 4875.894531
	Iteration 127Q: 3 clusters Score -2570066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2570066.000000 Penalty: 4875.894531
	Iteration 128Q: 3 clusters Score -2570066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2570067.000000 Penalty: 4875.894531
	Iteration 129Q: 3 clusters Score -2570067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2570065.750000 Penalty: 4875.894531
	Iteration 130Q: 3 clusters Score -2570066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2570065.750000 Penalty: 4875.894531
	Iteration 131F: 3 clusters Score -2570066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Entering Unmasked Estep 
Score: -2212949.250000 Penalty: 2379.000000
	Iteration 0F: 2 clusters Score -2212949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2202409.500000 Penalty: 4758.000000
	Iteration 0F: 3 clusters Score -2202410 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2205797.500000 Penalty: 4758.000000
	Iteration 1F: 3 clusters Score -2205798 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2206294.500000 Penalty: 4758.000000
	Iteration 2F: 3 clusters Score -2206294 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2206831.750000 Penalty: 4758.000000
	Iteration 3F: 3 clusters Score -2206832 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2207427.250000 Penalty: 4758.000000
	Iteration 4F: 3 clusters Score -2207427 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2207987.750000 Penalty: 4758.000000
	Iteration 5F: 3 clusters Score -2207988 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2208521.750000 Penalty: 4758.000000
	Iteration 6F: 3 clusters Score -2208522 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2208988.000000 Penalty: 4758.000000
	Iteration 7F: 3 clusters Score -2208988 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2209376.750000 Penalty: 4758.000000
	Iteration 8Q: 3 clusters Score -2209377 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2209662.250000 Penalty: 4758.000000
	Iteration 9Q: 3 clusters Score -2209662 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2209871.000000 Penalty: 4758.000000
	Iteration 10Q: 3 clusters Score -2209871 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2210030.250000 Penalty: 4758.000000
	Iteration 11Q: 3 clusters Score -2210030 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2210162.250000 Penalty: 4758.000000
	Iteration 12Q: 3 clusters Score -2210162 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2210255.750000 Penalty: 4758.000000
	Iteration 13Q: 3 clusters Score -2210256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2210354.250000 Penalty: 4758.000000
	Iteration 14Q: 3 clusters Score -2210354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2210432.000000 Penalty: 4758.000000
	Iteration 15Q: 3 clusters Score -2210432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2210498.250000 Penalty: 4758.000000
	Iteration 16Q: 3 clusters Score -2210498 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2210547.500000 Penalty: 4758.000000
	Iteration 17Q: 3 clusters Score -2210548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2210618.250000 Penalty: 4758.000000
	Iteration 18Q: 3 clusters Score -2210618 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2210670.500000 Penalty: 4758.000000
	Iteration 19Q: 3 clusters Score -2210670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2210731.750000 Penalty: 4758.000000
	Iteration 20F: 3 clusters Score -2210732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2210763.000000 Penalty: 4758.000000
	Iteration 21Q: 3 clusters Score -2210763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2210789.250000 Penalty: 4758.000000
	Iteration 22Q: 3 clusters Score -2210789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2210806.250000 Penalty: 4758.000000
	Iteration 23Q: 3 clusters Score -2210806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2210831.500000 Penalty: 4758.000000
	Iteration 24Q: 3 clusters Score -2210832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2210855.000000 Penalty: 4758.000000
	Iteration 25Q: 3 clusters Score -2210855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2210867.250000 Penalty: 4758.000000
	Iteration 26Q: 3 clusters Score -2210867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2210890.500000 Penalty: 4758.000000
	Iteration 27Q: 3 clusters Score -2210890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2210897.750000 Penalty: 4758.000000
	Iteration 28Q: 3 clusters Score -2210898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2210913.500000 Penalty: 4758.000000
	Iteration 29Q: 3 clusters Score -2210914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2210939.250000 Penalty: 4758.000000
	Iteration 30Q: 3 clusters Score -2210939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2210947.250000 Penalty: 4758.000000
	Iteration 31Q: 3 clusters Score -2210947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2210967.250000 Penalty: 4758.000000
	Iteration 32Q: 3 clusters Score -2210967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2210974.000000 Penalty: 4758.000000
	Iteration 33Q: 3 clusters Score -2210974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2210983.250000 Penalty: 4758.000000
	Iteration 34Q: 3 clusters Score -2210983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2210990.750000 Penalty: 4758.000000
	Iteration 35Q: 3 clusters Score -2210991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2211002.000000 Penalty: 4758.000000
	Iteration 36Q: 3 clusters Score -2211002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2211003.500000 Penalty: 4758.000000
	Iteration 37Q: 3 clusters Score -2211004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2211008.500000 Penalty: 4758.000000
	Iteration 38Q: 3 clusters Score -2211008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2211010.000000 Penalty: 4758.000000
	Iteration 39Q: 3 clusters Score -2211010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2211010.500000 Penalty: 4758.000000
	Iteration 40F: 3 clusters Score -2211010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2211016.500000 Penalty: 4758.000000
	Iteration 41Q: 3 clusters Score -2211016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2211017.000000 Penalty: 4758.000000
	Iteration 42Q: 3 clusters Score -2211017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2211019.500000 Penalty: 4758.000000
	Iteration 43Q: 3 clusters Score -2211020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2211026.750000 Penalty: 4758.000000
	Iteration 44Q: 3 clusters Score -2211027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2211029.000000 Penalty: 4758.000000
	Iteration 45Q: 3 clusters Score -2211029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2211039.500000 Penalty: 4758.000000
	Iteration 46Q: 3 clusters Score -2211040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2211035.500000 Penalty: 4758.000000
	Iteration 47Q: 3 clusters Score -2211036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2211039.250000 Penalty: 4758.000000
	Iteration 48Q: 3 clusters Score -2211039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2211040.500000 Penalty: 4758.000000
	Iteration 49Q: 3 clusters Score -2211040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2211044.750000 Penalty: 4758.000000
	Iteration 50Q: 3 clusters Score -2211045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2211044.000000 Penalty: 4758.000000
	Iteration 51Q: 3 clusters Score -2211044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2211046.250000 Penalty: 4758.000000
	Iteration 52Q: 3 clusters Score -2211046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2211048.000000 Penalty: 4758.000000
	Iteration 53Q: 3 clusters Score -2211048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2211047.750000 Penalty: 4758.000000
	Iteration 54Q: 3 clusters Score -2211048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2211047.750000 Penalty: 4758.000000
	Iteration 55F: 3 clusters Score -2211048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1783922.500000 Penalty: 2330.040527
	Iteration 0F: 2 clusters Score -1783922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1774936.250000 Penalty: 4660.081055
	Iteration 0F: 3 clusters Score -1774936 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1777802.875000 Penalty: 4660.081055
	Iteration 1F: 3 clusters Score -1777803 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1778300.625000 Penalty: 4660.081055
	Iteration 2F: 3 clusters Score -1778301 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1778903.500000 Penalty: 4660.081055
	Iteration 3F: 3 clusters Score -1778904 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1779702.250000 Penalty: 4660.081055
	Iteration 4F: 3 clusters Score -1779702 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1780492.625000 Penalty: 4660.081055
	Iteration 5F: 3 clusters Score -1780493 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1781116.875000 Penalty: 4660.081055
	Iteration 6F: 3 clusters Score -1781117 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1781537.500000 Penalty: 4660.081055
	Iteration 7F: 3 clusters Score -1781538 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1781827.625000 Penalty: 4660.081055
	Iteration 8Q: 3 clusters Score -1781828 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1782001.000000 Penalty: 4660.081055
	Iteration 9Q: 3 clusters Score -1782001 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1782110.750000 Penalty: 4660.081055
	Iteration 10Q: 3 clusters Score -1782111 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1782171.250000 Penalty: 4660.081055
	Iteration 11Q: 3 clusters Score -1782171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1782207.875000 Penalty: 4660.081055
	Iteration 12Q: 3 clusters Score -1782208 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1782228.625000 Penalty: 4660.081055
	Iteration 13Q: 3 clusters Score -1782229 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1782243.875000 Penalty: 4660.081055
	Iteration 14Q: 3 clusters Score -1782244 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1782259.000000 Penalty: 4660.081055
	Iteration 15Q: 3 clusters Score -1782259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1782276.250000 Penalty: 4660.081055
	Iteration 16Q: 3 clusters Score -1782276 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1782287.500000 Penalty: 4660.081055
	Iteration 17Q: 3 clusters Score -1782288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1782303.750000 Penalty: 4660.081055
	Iteration 18Q: 3 clusters Score -1782304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1782308.500000 Penalty: 4660.081055
	Iteration 19Q: 3 clusters Score -1782308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1782311.250000 Penalty: 4660.081055
	Iteration 20F: 3 clusters Score -1782311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1782318.750000 Penalty: 4660.081055
	Iteration 21Q: 3 clusters Score -1782319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1782323.625000 Penalty: 4660.081055
	Iteration 22Q: 3 clusters Score -1782324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1782329.875000 Penalty: 4660.081055
	Iteration 23Q: 3 clusters Score -1782330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1782328.125000 Penalty: 4660.081055
	Iteration 24Q: 3 clusters Score -1782328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1782330.250000 Penalty: 4660.081055
	Iteration 25Q: 3 clusters Score -1782330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1782333.125000 Penalty: 4660.081055
	Iteration 26Q: 3 clusters Score -1782333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1782331.375000 Penalty: 4660.081055
	Iteration 27Q: 3 clusters Score -1782331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1782335.500000 Penalty: 4660.081055
	Iteration 28Q: 3 clusters Score -1782336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1782333.250000 Penalty: 4660.081055
	Iteration 29Q: 3 clusters Score -1782333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1782336.500000 Penalty: 4660.081055
	Iteration 30Q: 3 clusters Score -1782336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1782336.500000 Penalty: 4660.081055
	Iteration 31Q: 3 clusters Score -1782336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1782335.125000 Penalty: 4660.081055
	Iteration 32Q: 3 clusters Score -1782335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1782337.750000 Penalty: 4660.081055
	Iteration 33Q: 3 clusters Score -1782338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1782340.000000 Penalty: 4660.081055
	Iteration 34Q: 3 clusters Score -1782340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1782341.125000 Penalty: 4660.081055
	Iteration 35Q: 3 clusters Score -1782341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1782341.875000 Penalty: 4660.081055
	Iteration 36Q: 3 clusters Score -1782342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1782342.000000 Penalty: 4660.081055
	Iteration 37Q: 3 clusters Score -1782342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1782343.250000 Penalty: 4660.081055
	Iteration 38Q: 3 clusters Score -1782343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1782344.125000 Penalty: 4660.081055
	Iteration 39Q: 3 clusters Score -1782344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1782346.250000 Penalty: 4660.081055
	Iteration 40F: 3 clusters Score -1782346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1782347.875000 Penalty: 4660.081055
	Iteration 41Q: 3 clusters Score -1782348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1782347.500000 Penalty: 4660.081055
	Iteration 42Q: 3 clusters Score -1782348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1782346.500000 Penalty: 4660.081055
	Iteration 43Q: 3 clusters Score -1782346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1782344.750000 Penalty: 4660.081055
	Iteration 44Q: 3 clusters Score -1782345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1782349.125000 Penalty: 4660.081055
	Iteration 45Q: 3 clusters Score -1782349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1782352.500000 Penalty: 4660.081055
	Iteration 46Q: 3 clusters Score -1782352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1782351.500000 Penalty: 4660.081055
	Iteration 47Q: 3 clusters Score -1782352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1782352.125000 Penalty: 4660.081055
	Iteration 48Q: 3 clusters Score -1782352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1782347.750000 Penalty: 4660.081055
	Iteration 49Q: 3 clusters Score -1782348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1782350.125000 Penalty: 4660.081055
	Iteration 50Q: 3 clusters Score -1782350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1782354.125000 Penalty: 4660.081055
	Iteration 51Q: 3 clusters Score -1782354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1782355.250000 Penalty: 4660.081055
	Iteration 52Q: 3 clusters Score -1782355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1782353.250000 Penalty: 4660.081055
	Iteration 53Q: 3 clusters Score -1782353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1782352.875000 Penalty: 4660.081055
	Iteration 54Q: 3 clusters Score -1782353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1782353.875000 Penalty: 4660.081055
	Iteration 55Q: 3 clusters Score -1782354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1782360.750000 Penalty: 4660.081055
	Iteration 56Q: 3 clusters Score -1782361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1782357.125000 Penalty: 4660.081055
	Iteration 57Q: 3 clusters Score -1782357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1782359.250000 Penalty: 4660.081055
	Iteration 58Q: 3 clusters Score -1782359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1782362.500000 Penalty: 4660.081055
	Iteration 59Q: 3 clusters Score -1782362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1782362.625000 Penalty: 4660.081055
	Iteration 60F: 3 clusters Score -1782363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1782366.500000 Penalty: 4660.081055
	Iteration 61Q: 3 clusters Score -1782366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1782369.625000 Penalty: 4660.081055
	Iteration 62Q: 3 clusters Score -1782370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1782376.000000 Penalty: 4660.081055
	Iteration 63Q: 3 clusters Score -1782376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1782376.375000 Penalty: 4660.081055
	Iteration 64Q: 3 clusters Score -1782376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1782380.500000 Penalty: 4660.081055
	Iteration 65Q: 3 clusters Score -1782380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1782386.250000 Penalty: 4660.081055
	Iteration 66Q: 3 clusters Score -1782386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1782390.125000 Penalty: 4660.081055
	Iteration 67Q: 3 clusters Score -1782390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1782398.375000 Penalty: 4660.081055
	Iteration 68Q: 3 clusters Score -1782398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1782398.750000 Penalty: 4660.081055
	Iteration 69Q: 3 clusters Score -1782399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1782406.750000 Penalty: 4660.081055
	Iteration 70Q: 3 clusters Score -1782407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1782409.625000 Penalty: 4660.081055
	Iteration 71Q: 3 clusters Score -1782410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1782417.125000 Penalty: 4660.081055
	Iteration 72Q: 3 clusters Score -1782417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1782422.625000 Penalty: 4660.081055
	Iteration 73Q: 3 clusters Score -1782423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1782426.250000 Penalty: 4660.081055
	Iteration 74Q: 3 clusters Score -1782426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1782431.375000 Penalty: 4660.081055
	Iteration 75Q: 3 clusters Score -1782431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1782437.125000 Penalty: 4660.081055
	Iteration 76Q: 3 clusters Score -1782437 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1782442.000000 Penalty: 4660.081055
	Iteration 77Q: 3 clusters Score -1782442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1782447.250000 Penalty: 4660.081055
	Iteration 78Q: 3 clusters Score -1782447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1782452.875000 Penalty: 4660.081055
	Iteration 79Q: 3 clusters Score -1782453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1782456.250000 Penalty: 4660.081055
	Iteration 80F: 3 clusters Score -1782456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1782464.375000 Penalty: 4660.081055
	Iteration 81Q: 3 clusters Score -1782464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1782468.875000 Penalty: 4660.081055
	Iteration 82Q: 3 clusters Score -1782469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1782475.750000 Penalty: 4660.081055
	Iteration 83Q: 3 clusters Score -1782476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1782478.375000 Penalty: 4660.081055
	Iteration 84Q: 3 clusters Score -1782478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1782482.750000 Penalty: 4660.081055
	Iteration 85Q: 3 clusters Score -1782483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1782488.250000 Penalty: 4660.081055
	Iteration 86Q: 3 clusters Score -1782488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1782490.375000 Penalty: 4660.081055
	Iteration 87Q: 3 clusters Score -1782490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1782495.000000 Penalty: 4660.081055
	Iteration 88Q: 3 clusters Score -1782495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1782505.625000 Penalty: 4660.081055
	Iteration 89Q: 3 clusters Score -1782506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1782508.500000 Penalty: 4660.081055
	Iteration 90Q: 3 clusters Score -1782508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1782519.500000 Penalty: 4660.081055
	Iteration 91Q: 3 clusters Score -1782520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1782521.750000 Penalty: 4660.081055
	Iteration 92Q: 3 clusters Score -1782522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1782531.250000 Penalty: 4660.081055
	Iteration 93Q: 3 clusters Score -1782531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1782546.000000 Penalty: 4660.081055
	Iteration 94Q: 3 clusters Score -1782546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1782555.375000 Penalty: 4660.081055
	Iteration 95Q: 3 clusters Score -1782555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1782560.875000 Penalty: 4660.081055
	Iteration 96Q: 3 clusters Score -1782561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1782566.000000 Penalty: 4660.081055
	Iteration 97Q: 3 clusters Score -1782566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1782567.750000 Penalty: 4660.081055
	Iteration 98Q: 3 clusters Score -1782568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1782577.125000 Penalty: 4660.081055
	Iteration 99Q: 3 clusters Score -1782577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1782582.125000 Penalty: 4660.081055
	Iteration 100F: 3 clusters Score -1782582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1782590.375000 Penalty: 4660.081055
	Iteration 101Q: 3 clusters Score -1782590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1782593.750000 Penalty: 4660.081055
	Iteration 102Q: 3 clusters Score -1782594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1782593.875000 Penalty: 4660.081055
	Iteration 103Q: 3 clusters Score -1782594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1782595.625000 Penalty: 4660.081055
	Iteration 104Q: 3 clusters Score -1782596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1782598.750000 Penalty: 4660.081055
	Iteration 105Q: 3 clusters Score -1782599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1782602.500000 Penalty: 4660.081055
	Iteration 106Q: 3 clusters Score -1782602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1782605.125000 Penalty: 4660.081055
	Iteration 107Q: 3 clusters Score -1782605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1782604.000000 Penalty: 4660.081055
	Iteration 108Q: 3 clusters Score -1782604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1782604.500000 Penalty: 4660.081055
	Iteration 109Q: 3 clusters Score -1782604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1782606.625000 Penalty: 4660.081055
	Iteration 110Q: 3 clusters Score -1782607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1782609.375000 Penalty: 4660.081055
	Iteration 111Q: 3 clusters Score -1782609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1782610.000000 Penalty: 4660.081055
	Iteration 112Q: 3 clusters Score -1782610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1782611.000000 Penalty: 4660.081055
	Iteration 113Q: 3 clusters Score -1782611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1782616.625000 Penalty: 4660.081055
	Iteration 114Q: 3 clusters Score -1782617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1782622.250000 Penalty: 4660.081055
	Iteration 115Q: 3 clusters Score -1782622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1782627.500000 Penalty: 4660.081055
	Iteration 116Q: 3 clusters Score -1782628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1782630.250000 Penalty: 4660.081055
	Iteration 117Q: 3 clusters Score -1782630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1782632.375000 Penalty: 4660.081055
	Iteration 118Q: 3 clusters Score -1782632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1782632.125000 Penalty: 4660.081055
	Iteration 119Q: 3 clusters Score -1782632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1782628.125000 Penalty: 4660.081055
	Iteration 120F: 3 clusters Score -1782628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1782631.750000 Penalty: 4660.081055
	Iteration 121Q: 3 clusters Score -1782632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1782637.750000 Penalty: 4660.081055
	Iteration 122Q: 3 clusters Score -1782638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1782641.375000 Penalty: 4660.081055
	Iteration 123Q: 3 clusters Score -1782641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1782642.500000 Penalty: 4660.081055
	Iteration 124Q: 3 clusters Score -1782642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1782641.500000 Penalty: 4660.081055
	Iteration 125Q: 3 clusters Score -1782642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1782641.750000 Penalty: 4660.081055
	Iteration 126Q: 3 clusters Score -1782642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1782642.500000 Penalty: 4660.081055
	Iteration 127Q: 3 clusters Score -1782642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1782645.750000 Penalty: 4660.081055
	Iteration 128Q: 3 clusters Score -1782646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1782646.500000 Penalty: 4660.081055
	Iteration 129Q: 3 clusters Score -1782646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1782650.125000 Penalty: 4660.081055
	Iteration 130Q: 3 clusters Score -1782650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1782652.625000 Penalty: 4660.081055
	Iteration 131Q: 3 clusters Score -1782653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1782651.750000 Penalty: 4660.081055
	Iteration 132Q: 3 clusters Score -1782652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1782650.125000 Penalty: 4660.081055
	Iteration 133Q: 3 clusters Score -1782650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1782652.625000 Penalty: 4660.081055
	Iteration 134Q: 3 clusters Score -1782653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1782656.625000 Penalty: 4660.081055
	Iteration 135Q: 3 clusters Score -1782657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1782657.250000 Penalty: 4660.081055
	Iteration 136Q: 3 clusters Score -1782657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1782661.250000 Penalty: 4660.081055
	Iteration 137Q: 3 clusters Score -1782661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1782668.250000 Penalty: 4660.081055
	Iteration 138Q: 3 clusters Score -1782668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1782673.000000 Penalty: 4660.081055
	Iteration 139Q: 3 clusters Score -1782673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1782679.375000 Penalty: 4660.081055
	Iteration 140F: 3 clusters Score -1782679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1782678.250000 Penalty: 4660.081055
	Iteration 141Q: 3 clusters Score -1782678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1782685.000000 Penalty: 4660.081055
	Iteration 142Q: 3 clusters Score -1782685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1782693.000000 Penalty: 4660.081055
	Iteration 143Q: 3 clusters Score -1782693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1782693.875000 Penalty: 4660.081055
	Iteration 144Q: 3 clusters Score -1782694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1782702.875000 Penalty: 4660.081055
	Iteration 145Q: 3 clusters Score -1782703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1782706.500000 Penalty: 4660.081055
	Iteration 146Q: 3 clusters Score -1782706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1782712.000000 Penalty: 4660.081055
	Iteration 147Q: 3 clusters Score -1782712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1782713.625000 Penalty: 4660.081055
	Iteration 148Q: 3 clusters Score -1782714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1782716.625000 Penalty: 4660.081055
	Iteration 149Q: 3 clusters Score -1782717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1782722.375000 Penalty: 4660.081055
	Iteration 150Q: 3 clusters Score -1782722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1782726.750000 Penalty: 4660.081055
	Iteration 151Q: 3 clusters Score -1782727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1782733.375000 Penalty: 4660.081055
	Iteration 152Q: 3 clusters Score -1782733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1782737.000000 Penalty: 4660.081055
	Iteration 153Q: 3 clusters Score -1782737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1782738.250000 Penalty: 4660.081055
	Iteration 154Q: 3 clusters Score -1782738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1782743.250000 Penalty: 4660.081055
	Iteration 155Q: 3 clusters Score -1782743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1782742.875000 Penalty: 4660.081055
	Iteration 156Q: 3 clusters Score -1782743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1782747.000000 Penalty: 4660.081055
	Iteration 157Q: 3 clusters Score -1782747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1782750.625000 Penalty: 4660.081055
	Iteration 158Q: 3 clusters Score -1782751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1782752.875000 Penalty: 4660.081055
	Iteration 159Q: 3 clusters Score -1782753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1782754.750000 Penalty: 4660.081055
	Iteration 160F: 3 clusters Score -1782755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1782750.625000 Penalty: 4660.081055
	Iteration 161Q: 3 clusters Score -1782751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1782750.250000 Penalty: 4660.081055
	Iteration 162Q: 3 clusters Score -1782750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1782751.375000 Penalty: 4660.081055
	Iteration 163Q: 3 clusters Score -1782751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1782749.125000 Penalty: 4660.081055
	Iteration 164Q: 3 clusters Score -1782749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1782749.750000 Penalty: 4660.081055
	Iteration 165Q: 3 clusters Score -1782750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1782750.250000 Penalty: 4660.081055
	Iteration 166Q: 3 clusters Score -1782750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1782750.125000 Penalty: 4660.081055
	Iteration 167Q: 3 clusters Score -1782750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1782749.625000 Penalty: 4660.081055
	Iteration 168Q: 3 clusters Score -1782750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1782750.000000 Penalty: 4660.081055
	Iteration 169Q: 3 clusters Score -1782750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1782749.250000 Penalty: 4660.081055
	Iteration 170Q: 3 clusters Score -1782749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1782751.250000 Penalty: 4660.081055
	Iteration 171Q: 3 clusters Score -1782751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1782756.000000 Penalty: 4660.081055
	Iteration 172Q: 3 clusters Score -1782756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1782756.625000 Penalty: 4660.081055
	Iteration 173Q: 3 clusters Score -1782757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1782763.875000 Penalty: 4660.081055
	Iteration 174Q: 3 clusters Score -1782764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1782764.000000 Penalty: 4660.081055
	Iteration 175Q: 3 clusters Score -1782764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1782763.375000 Penalty: 4660.081055
	Iteration 176Q: 3 clusters Score -1782763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1782760.250000 Penalty: 4660.081055
	Iteration 177Q: 3 clusters Score -1782760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1782760.375000 Penalty: 4660.081055
	Iteration 178Q: 3 clusters Score -1782760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1782760.875000 Penalty: 4660.081055
	Iteration 179Q: 3 clusters Score -1782761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1782760.250000 Penalty: 4660.081055
	Iteration 180F: 3 clusters Score -1782760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1782758.125000 Penalty: 4660.081055
	Iteration 181Q: 3 clusters Score -1782758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1782756.500000 Penalty: 4660.081055
	Iteration 182Q: 3 clusters Score -1782756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1782758.500000 Penalty: 4660.081055
	Iteration 183Q: 3 clusters Score -1782758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1782761.125000 Penalty: 4660.081055
	Iteration 184Q: 3 clusters Score -1782761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1782763.750000 Penalty: 4660.081055
	Iteration 185Q: 3 clusters Score -1782764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1782766.875000 Penalty: 4660.081055
	Iteration 186Q: 3 clusters Score -1782767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1782767.000000 Penalty: 4660.081055
	Iteration 187Q: 3 clusters Score -1782767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1782769.125000 Penalty: 4660.081055
	Iteration 188Q: 3 clusters Score -1782769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1782770.625000 Penalty: 4660.081055
	Iteration 189Q: 3 clusters Score -1782771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1782770.375000 Penalty: 4660.081055
	Iteration 190Q: 3 clusters Score -1782770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1782772.875000 Penalty: 4660.081055
	Iteration 191Q: 3 clusters Score -1782773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1782771.250000 Penalty: 4660.081055
	Iteration 192Q: 3 clusters Score -1782771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1782773.500000 Penalty: 4660.081055
	Iteration 193Q: 3 clusters Score -1782774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1782774.750000 Penalty: 4660.081055
	Iteration 194Q: 3 clusters Score -1782775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1782776.125000 Penalty: 4660.081055
	Iteration 195Q: 3 clusters Score -1782776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1782777.875000 Penalty: 4660.081055
	Iteration 196Q: 3 clusters Score -1782778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1782777.875000 Penalty: 4660.081055
	Iteration 197F: 3 clusters Score -1782778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -1156159.625000 Penalty: 2232.913818
	Iteration 0F: 2 clusters Score -1156160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1149603.750000 Penalty: 4465.827637
	Iteration 0F: 3 clusters Score -1149604 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1151523.625000 Penalty: 4465.827637
	Iteration 1F: 3 clusters Score -1151524 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1151886.375000 Penalty: 4465.827637
	Iteration 2F: 3 clusters Score -1151886 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1152192.875000 Penalty: 4465.827637
	Iteration 3F: 3 clusters Score -1152193 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1152517.000000 Penalty: 4465.827637
	Iteration 4F: 3 clusters Score -1152517 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1152868.500000 Penalty: 4465.827637
	Iteration 5F: 3 clusters Score -1152868 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1153223.375000 Penalty: 4465.827637
	Iteration 6Q: 3 clusters Score -1153223 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1153585.625000 Penalty: 4465.827637
	Iteration 7Q: 3 clusters Score -1153586 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1153886.875000 Penalty: 4465.827637
	Iteration 8Q: 3 clusters Score -1153887 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1154146.750000 Penalty: 4465.827637
	Iteration 9Q: 3 clusters Score -1154147 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1154323.000000 Penalty: 4465.827637
	Iteration 10Q: 3 clusters Score -1154323 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1154445.875000 Penalty: 4465.827637
	Iteration 11Q: 3 clusters Score -1154446 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1154525.375000 Penalty: 4465.827637
	Iteration 12Q: 3 clusters Score -1154525 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1154574.375000 Penalty: 4465.827637
	Iteration 13Q: 3 clusters Score -1154574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1154608.375000 Penalty: 4465.827637
	Iteration 14Q: 3 clusters Score -1154608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1154633.875000 Penalty: 4465.827637
	Iteration 15Q: 3 clusters Score -1154634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1154650.250000 Penalty: 4465.827637
	Iteration 16Q: 3 clusters Score -1154650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1154658.750000 Penalty: 4465.827637
	Iteration 17Q: 3 clusters Score -1154659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1154669.625000 Penalty: 4465.827637
	Iteration 18Q: 3 clusters Score -1154670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1154675.125000 Penalty: 4465.827637
	Iteration 19Q: 3 clusters Score -1154675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1154674.625000 Penalty: 4465.827637
	Iteration 20F: 3 clusters Score -1154675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1154677.750000 Penalty: 4465.827637
	Iteration 21Q: 3 clusters Score -1154678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1154678.000000 Penalty: 4465.827637
	Iteration 22Q: 3 clusters Score -1154678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1154680.875000 Penalty: 4465.827637
	Iteration 23Q: 3 clusters Score -1154681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1154680.000000 Penalty: 4465.827637
	Iteration 24Q: 3 clusters Score -1154680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1154686.000000 Penalty: 4465.827637
	Iteration 25Q: 3 clusters Score -1154686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1154684.875000 Penalty: 4465.827637
	Iteration 26Q: 3 clusters Score -1154685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1154687.375000 Penalty: 4465.827637
	Iteration 27Q: 3 clusters Score -1154687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1154687.375000 Penalty: 4465.827637
	Iteration 28F: 3 clusters Score -1154687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Entering Unmasked Estep 
Score: -4769216.500000 Penalty: 2572.757568
	Iteration 0F: 2 clusters Score -4769216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4747377.500000 Penalty: 5145.515137
	Iteration 0F: 3 clusters Score -4747378 nChanged 14444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4755144.500000 Penalty: 5145.515137
	Iteration 1F: 3 clusters Score -4755144 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4755740.000000 Penalty: 5145.515137
	Iteration 2Q: 3 clusters Score -4755740 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -4756318.000000 Penalty: 5145.515137
	Iteration 3Q: 3 clusters Score -4756318 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4757203.500000 Penalty: 5145.515137
	Iteration 4F: 3 clusters Score -4757204 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4758320.500000 Penalty: 5145.515137
	Iteration 5F: 3 clusters Score -4758320 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4759759.000000 Penalty: 5145.515137
	Iteration 6F: 3 clusters Score -4759759 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4761333.000000 Penalty: 5145.515137
	Iteration 7F: 3 clusters Score -4761333 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -4762888.000000 Penalty: 5145.515137
	Iteration 8F: 3 clusters Score -4762888 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4764300.000000 Penalty: 5145.515137
	Iteration 9F: 3 clusters Score -4764300 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4765315.500000 Penalty: 5145.515137
	Iteration 10Q: 3 clusters Score -4765316 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -4765924.500000 Penalty: 5145.515137
	Iteration 11Q: 3 clusters Score -4765924 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4766285.500000 Penalty: 5145.515137
	Iteration 12Q: 3 clusters Score -4766286 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -4766494.500000 Penalty: 5145.515137
	Iteration 13Q: 3 clusters Score -4766494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4766629.000000 Penalty: 5145.515137
	Iteration 14Q: 3 clusters Score -4766629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4766712.500000 Penalty: 5145.515137
	Iteration 15Q: 3 clusters Score -4766712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4766790.500000 Penalty: 5145.515137
	Iteration 16Q: 3 clusters Score -4766790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4766845.000000 Penalty: 5145.515137
	Iteration 17Q: 3 clusters Score -4766845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4766876.000000 Penalty: 5145.515137
	Iteration 18Q: 3 clusters Score -4766876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -4766913.500000 Penalty: 5145.515137
	Iteration 19Q: 3 clusters Score -4766914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4766935.500000 Penalty: 5145.515137
	Iteration 20F: 3 clusters Score -4766936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4766969.000000 Penalty: 5145.515137
	Iteration 21Q: 3 clusters Score -4766969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4766997.000000 Penalty: 5145.515137
	Iteration 22Q: 3 clusters Score -4766997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4766996.500000 Penalty: 5145.515137
	Iteration 23Q: 3 clusters Score -4766996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -4767003.500000 Penalty: 5145.515137
	Iteration 24Q: 3 clusters Score -4767004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4767002.000000 Penalty: 5145.515137
	Iteration 25Q: 3 clusters Score -4767002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4767007.500000 Penalty: 5145.515137
	Iteration 26Q: 3 clusters Score -4767008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4767006.000000 Penalty: 5145.515137
	Iteration 27Q: 3 clusters Score -4767006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4767006.000000 Penalty: 5145.515137
	Iteration 28F: 3 clusters Score -4767006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -58766.468750 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -58766.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57392.546875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -57392.55 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57647.570312 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -57647.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57739.679688 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -57739.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57799.386719 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -57799.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57845.421875 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -57845.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57930.730469 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -57930.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57956.234375 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -57956.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57970.175781 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -57970.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57989.109375 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -57989.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58004.156250 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -58004.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58015.906250 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -58015.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -58022.031250 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -58022.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58040.207031 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -58040.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58072.691406 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -58072.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58102.593750 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -58102.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58113.632812 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -58113.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58117.671875 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -58117.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58119.894531 Penalty: 3070.396484
	Iteration 17Q: 3 clusters Score -58119.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58119.894531 Penalty: 3070.396484
	Iteration 18F: 3 clusters Score -58119.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Entering Unmasked Estep 
Score: -1449038.500000 Penalty: 2278.469971
	Iteration 0F: 2 clusters Score -1449038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1441548.500000 Penalty: 4556.939941
	Iteration 0F: 3 clusters Score -1441548 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1443713.125000 Penalty: 4556.939941
	Iteration 1F: 3 clusters Score -1443713 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1444028.375000 Penalty: 4556.939941
	Iteration 2F: 3 clusters Score -1444028 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1444278.125000 Penalty: 4556.939941
	Iteration 3F: 3 clusters Score -1444278 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1444458.375000 Penalty: 4556.939941
	Iteration 4Q: 3 clusters Score -1444458 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1444627.125000 Penalty: 4556.939941
	Iteration 5Q: 3 clusters Score -1444627 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1444788.125000 Penalty: 4556.939941
	Iteration 6Q: 3 clusters Score -1444788 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1444927.125000 Penalty: 4556.939941
	Iteration 7Q: 3 clusters Score -1444927 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1445051.250000 Penalty: 4556.939941
	Iteration 8Q: 3 clusters Score -1445051 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1445159.625000 Penalty: 4556.939941
	Iteration 9Q: 3 clusters Score -1445160 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1445292.125000 Penalty: 4556.939941
	Iteration 10Q: 3 clusters Score -1445292 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1445428.000000 Penalty: 4556.939941
	Iteration 11Q: 3 clusters Score -1445428 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1445567.250000 Penalty: 4556.939941
	Iteration 12Q: 3 clusters Score -1445567 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1445713.500000 Penalty: 4556.939941
	Iteration 13Q: 3 clusters Score -1445714 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1445867.875000 Penalty: 4556.939941
	Iteration 14Q: 3 clusters Score -1445868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1446021.250000 Penalty: 4556.939941
	Iteration 15Q: 3 clusters Score -1446021 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1446146.375000 Penalty: 4556.939941
	Iteration 16Q: 3 clusters Score -1446146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1446245.375000 Penalty: 4556.939941
	Iteration 17Q: 3 clusters Score -1446245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1446322.250000 Penalty: 4556.939941
	Iteration 18Q: 3 clusters Score -1446322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1446374.000000 Penalty: 4556.939941
	Iteration 19Q: 3 clusters Score -1446374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1446417.625000 Penalty: 4556.939941
	Iteration 20F: 3 clusters Score -1446418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1446443.625000 Penalty: 4556.939941
	Iteration 21Q: 3 clusters Score -1446444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1446466.875000 Penalty: 4556.939941
	Iteration 22Q: 3 clusters Score -1446467 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1446493.375000 Penalty: 4556.939941
	Iteration 23Q: 3 clusters Score -1446493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1446506.500000 Penalty: 4556.939941
	Iteration 24Q: 3 clusters Score -1446506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1446520.625000 Penalty: 4556.939941
	Iteration 25Q: 3 clusters Score -1446521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1446533.500000 Penalty: 4556.939941
	Iteration 26Q: 3 clusters Score -1446534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1446548.125000 Penalty: 4556.939941
	Iteration 27Q: 3 clusters Score -1446548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1446565.500000 Penalty: 4556.939941
	Iteration 28Q: 3 clusters Score -1446566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1446587.000000 Penalty: 4556.939941
	Iteration 29Q: 3 clusters Score -1446587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1446604.375000 Penalty: 4556.939941
	Iteration 30Q: 3 clusters Score -1446604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1446623.000000 Penalty: 4556.939941
	Iteration 31Q: 3 clusters Score -1446623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1446642.500000 Penalty: 4556.939941
	Iteration 32Q: 3 clusters Score -1446642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1446660.375000 Penalty: 4556.939941
	Iteration 33Q: 3 clusters Score -1446660 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1446671.750000 Penalty: 4556.939941
	Iteration 34Q: 3 clusters Score -1446672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1446687.750000 Penalty: 4556.939941
	Iteration 35Q: 3 clusters Score -1446688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1446703.375000 Penalty: 4556.939941
	Iteration 36Q: 3 clusters Score -1446703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1446727.625000 Penalty: 4556.939941
	Iteration 37Q: 3 clusters Score -1446728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1446749.750000 Penalty: 4556.939941
	Iteration 38Q: 3 clusters Score -1446750 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1446769.250000 Penalty: 4556.939941
	Iteration 39Q: 3 clusters Score -1446769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1446780.750000 Penalty: 4556.939941
	Iteration 40F: 3 clusters Score -1446781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1446793.250000 Penalty: 4556.939941
	Iteration 41Q: 3 clusters Score -1446793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1446800.750000 Penalty: 4556.939941
	Iteration 42Q: 3 clusters Score -1446801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1446811.125000 Penalty: 4556.939941
	Iteration 43Q: 3 clusters Score -1446811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1446820.250000 Penalty: 4556.939941
	Iteration 44Q: 3 clusters Score -1446820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1446831.875000 Penalty: 4556.939941
	Iteration 45Q: 3 clusters Score -1446832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1446843.250000 Penalty: 4556.939941
	Iteration 46Q: 3 clusters Score -1446843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1446851.500000 Penalty: 4556.939941
	Iteration 47Q: 3 clusters Score -1446852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1446855.250000 Penalty: 4556.939941
	Iteration 48Q: 3 clusters Score -1446855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1446858.875000 Penalty: 4556.939941
	Iteration 49Q: 3 clusters Score -1446859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1446867.750000 Penalty: 4556.939941
	Iteration 50Q: 3 clusters Score -1446868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1446870.875000 Penalty: 4556.939941
	Iteration 51Q: 3 clusters Score -1446871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1446877.375000 Penalty: 4556.939941
	Iteration 52Q: 3 clusters Score -1446877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1446880.375000 Penalty: 4556.939941
	Iteration 53Q: 3 clusters Score -1446880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1446882.875000 Penalty: 4556.939941
	Iteration 54Q: 3 clusters Score -1446883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1446887.125000 Penalty: 4556.939941
	Iteration 55Q: 3 clusters Score -1446887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1446896.375000 Penalty: 4556.939941
	Iteration 56Q: 3 clusters Score -1446896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1446898.875000 Penalty: 4556.939941
	Iteration 57Q: 3 clusters Score -1446899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1446906.875000 Penalty: 4556.939941
	Iteration 58Q: 3 clusters Score -1446907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1446909.875000 Penalty: 4556.939941
	Iteration 59Q: 3 clusters Score -1446910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1446916.000000 Penalty: 4556.939941
	Iteration 60F: 3 clusters Score -1446916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1446924.500000 Penalty: 4556.939941
	Iteration 61Q: 3 clusters Score -1446924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1446931.000000 Penalty: 4556.939941
	Iteration 62Q: 3 clusters Score -1446931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1446941.125000 Penalty: 4556.939941
	Iteration 63Q: 3 clusters Score -1446941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1446943.500000 Penalty: 4556.939941
	Iteration 64Q: 3 clusters Score -1446944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1446948.625000 Penalty: 4556.939941
	Iteration 65Q: 3 clusters Score -1446949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1446953.250000 Penalty: 4556.939941
	Iteration 66Q: 3 clusters Score -1446953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1446953.500000 Penalty: 4556.939941
	Iteration 67Q: 3 clusters Score -1446954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1446958.000000 Penalty: 4556.939941
	Iteration 68Q: 3 clusters Score -1446958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1446959.875000 Penalty: 4556.939941
	Iteration 69Q: 3 clusters Score -1446960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1446960.625000 Penalty: 4556.939941
	Iteration 70Q: 3 clusters Score -1446961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1446958.625000 Penalty: 4556.939941
	Iteration 71Q: 3 clusters Score -1446959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1446958.625000 Penalty: 4556.939941
	Iteration 72F: 3 clusters Score -1446959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Entering Unmasked Estep 
Score: -8459817.000000 Penalty: 2729.625977
	Iteration 0F: 2 clusters Score -8459817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -8419405.000000 Penalty: 5459.251953
	Iteration 0F: 3 clusters Score -8419405 nChanged 28160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -8435601.000000 Penalty: 5459.251953
	Iteration 1F: 3 clusters Score -8435601 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -8436713.000000 Penalty: 5459.251953
	Iteration 2Q: 3 clusters Score -8436713 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -8437898.000000 Penalty: 5459.251953
	Iteration 3Q: 3 clusters Score -8437898 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -8439036.000000 Penalty: 5459.251953
	Iteration 4Q: 3 clusters Score -8439036 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -8440290.000000 Penalty: 5459.251953
	Iteration 5Q: 3 clusters Score -8440290 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5459.251953
	Iteration 6Q: 3 clusters Score -8441495 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -8442457.000000 Penalty: 5459.251953
	Iteration 7Q: 3 clusters Score -8442457 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -8443352.000000 Penalty: 5459.251953
	Iteration 8Q: 3 clusters Score -8443352 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -8444111.000000 Penalty: 5459.251953
	Iteration 9Q: 3 clusters Score -8444111 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -8444808.000000 Penalty: 5459.251953
	Iteration 10Q: 3 clusters Score -8444808 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8445462.000000 Penalty: 5459.251953
	Iteration 11Q: 3 clusters Score -8445462 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -8446071.000000 Penalty: 5459.251953
	Iteration 12Q: 3 clusters Score -8446071 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8446634.000000 Penalty: 5459.251953
	Iteration 13Q: 3 clusters Score -8446634 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -8447102.000000 Penalty: 5459.251953
	Iteration 14Q: 3 clusters Score -8447102 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8447419.000000 Penalty: 5459.251953
	Iteration 15Q: 3 clusters Score -8447419 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -8447604.000000 Penalty: 5459.251953
	Iteration 16Q: 3 clusters Score -8447604 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -8447744.000000 Penalty: 5459.251953
	Iteration 17Q: 3 clusters Score -8447744 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -8447826.000000 Penalty: 5459.251953
	Iteration 18Q: 3 clusters Score -8447826 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -8447931.000000 Penalty: 5459.251953
	Iteration 19Q: 3 clusters Score -8447931 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -8447978.000000 Penalty: 5459.251953
	Iteration 20F: 3 clusters Score -8447978 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -8448030.000000 Penalty: 5459.251953
	Iteration 21Q: 3 clusters Score -8448030 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -8448082.000000 Penalty: 5459.251953
	Iteration 22Q: 3 clusters Score -8448082 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8448139.000000 Penalty: 5459.251953
	Iteration 23Q: 3 clusters Score -8448139 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8448165.000000 Penalty: 5459.251953
	Iteration 24Q: 3 clusters Score -8448165 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -8448218.000000 Penalty: 5459.251953
	Iteration 25Q: 3 clusters Score -8448218 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8448270.000000 Penalty: 5459.251953
	Iteration 26Q: 3 clusters Score -8448270 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -8448345.000000 Penalty: 5459.251953
	Iteration 27Q: 3 clusters Score -8448345 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -8448409.000000 Penalty: 5459.251953
	Iteration 28Q: 3 clusters Score -8448409 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -8448468.000000 Penalty: 5459.251953
	Iteration 29Q: 3 clusters Score -8448468 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -8448495.000000 Penalty: 5459.251953
	Iteration 30Q: 3 clusters Score -8448495 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -8448545.000000 Penalty: 5459.251953
	Iteration 31Q: 3 clusters Score -8448545 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -8448592.000000 Penalty: 5459.251953
	Iteration 32Q: 3 clusters Score -8448592 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -8448619.000000 Penalty: 5459.251953
	Iteration 33Q: 3 clusters Score -8448619 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -8448669.000000 Penalty: 5459.251953
	Iteration 34Q: 3 clusters Score -8448669 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -8448747.000000 Penalty: 5459.251953
	Iteration 35Q: 3 clusters Score -8448747 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -8448793.000000 Penalty: 5459.251953
	Iteration 36Q: 3 clusters Score -8448793 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -8448831.000000 Penalty: 5459.251953
	Iteration 37Q: 3 clusters Score -8448831 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -8448917.000000 Penalty: 5459.251953
	Iteration 38Q: 3 clusters Score -8448917 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -8448953.000000 Penalty: 5459.251953
	Iteration 39Q: 3 clusters Score -8448953 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8449013.000000 Penalty: 5459.251953
	Iteration 40F: 3 clusters Score -8449013 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -8449106.000000 Penalty: 5459.251953
	Iteration 41Q: 3 clusters Score -8449106 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -8449097.000000 Penalty: 5459.251953
	Iteration 42Q: 3 clusters Score -8449097 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8449152.000000 Penalty: 5459.251953
	Iteration 43Q: 3 clusters Score -8449152 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -8449198.000000 Penalty: 5459.251953
	Iteration 44Q: 3 clusters Score -8449198 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8449223.000000 Penalty: 5459.251953
	Iteration 45Q: 3 clusters Score -8449223 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8449250.000000 Penalty: 5459.251953
	Iteration 46Q: 3 clusters Score -8449250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8449298.000000 Penalty: 5459.251953
	Iteration 47Q: 3 clusters Score -8449298 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8449317.000000 Penalty: 5459.251953
	Iteration 48Q: 3 clusters Score -8449317 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -8449392.000000 Penalty: 5459.251953
	Iteration 49Q: 3 clusters Score -8449392 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -8449415.000000 Penalty: 5459.251953
	Iteration 50Q: 3 clusters Score -8449415 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8449449.000000 Penalty: 5459.251953
	Iteration 51Q: 3 clusters Score -8449449 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -8449491.000000 Penalty: 5459.251953
	Iteration 52Q: 3 clusters Score -8449491 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8449517.000000 Penalty: 5459.251953
	Iteration 53Q: 3 clusters Score -8449517 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8449571.000000 Penalty: 5459.251953
	Iteration 54Q: 3 clusters Score -8449571 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -8449604.000000 Penalty: 5459.251953
	Iteration 55Q: 3 clusters Score -8449604 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -8449671.000000 Penalty: 5459.251953
	Iteration 56Q: 3 clusters Score -8449671 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -8449734.000000 Penalty: 5459.251953
	Iteration 57Q: 3 clusters Score -8449734 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -8449801.000000 Penalty: 5459.251953
	Iteration 58Q: 3 clusters Score -8449801 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -8449878.000000 Penalty: 5459.251953
	Iteration 59Q: 3 clusters Score -8449878 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -8449942.000000 Penalty: 5459.251953
	Iteration 60F: 3 clusters Score -8449942 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -8450012.000000 Penalty: 5459.251953
	Iteration 61Q: 3 clusters Score -8450012 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -8450081.000000 Penalty: 5459.251953
	Iteration 62Q: 3 clusters Score -8450081 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -8450131.000000 Penalty: 5459.251953
	Iteration 63Q: 3 clusters Score -8450131 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8450217.000000 Penalty: 5459.251953
	Iteration 64Q: 3 clusters Score -8450217 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -8450326.000000 Penalty: 5459.251953
	Iteration 65Q: 3 clusters Score -8450326 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8450391.000000 Penalty: 5459.251953
	Iteration 66Q: 3 clusters Score -8450391 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -8450502.000000 Penalty: 5459.251953
	Iteration 67Q: 3 clusters Score -8450502 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -8450611.000000 Penalty: 5459.251953
	Iteration 68Q: 3 clusters Score -8450611 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -8450697.000000 Penalty: 5459.251953
	Iteration 69Q: 3 clusters Score -8450697 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -8450821.000000 Penalty: 5459.251953
	Iteration 70Q: 3 clusters Score -8450821 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8450950.000000 Penalty: 5459.251953
	Iteration 71Q: 3 clusters Score -8450950 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -8451087.000000 Penalty: 5459.251953
	Iteration 72Q: 3 clusters Score -8451087 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8451268.000000 Penalty: 5459.251953
	Iteration 73Q: 3 clusters Score -8451268 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8451467.000000 Penalty: 5459.251953
	Iteration 74Q: 3 clusters Score -8451467 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8451617.000000 Penalty: 5459.251953
	Iteration 75Q: 3 clusters Score -8451617 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -8451814.000000 Penalty: 5459.251953
	Iteration 76Q: 3 clusters Score -8451814 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -8452059.000000 Penalty: 5459.251953
	Iteration 77Q: 3 clusters Score -8452059 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -8452362.000000 Penalty: 5459.251953
	Iteration 78Q: 3 clusters Score -8452362 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -8452687.000000 Penalty: 5459.251953
	Iteration 79Q: 3 clusters Score -8452687 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -8453056.000000 Penalty: 5459.251953
	Iteration 80F: 3 clusters Score -8453056 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -8453442.000000 Penalty: 5459.251953
	Iteration 81Q: 3 clusters Score -8453442 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -8453808.000000 Penalty: 5459.251953
	Iteration 82Q: 3 clusters Score -8453808 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -8454182.000000 Penalty: 5459.251953
	Iteration 83Q: 3 clusters Score -8454182 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -8454599.000000 Penalty: 5459.251953
	Iteration 84Q: 3 clusters Score -8454599 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -8455013.000000 Penalty: 5459.251953
	Iteration 85Q: 3 clusters Score -8455013 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -8455417.000000 Penalty: 5459.251953
	Iteration 86Q: 3 clusters Score -8455417 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -8455879.000000 Penalty: 5459.251953
	Iteration 87Q: 3 clusters Score -8455879 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -8456278.000000 Penalty: 5459.251953
	Iteration 88Q: 3 clusters Score -8456278 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -8456678.000000 Penalty: 5459.251953
	Iteration 89Q: 3 clusters Score -8456678 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8457111.000000 Penalty: 5459.251953
	Iteration 90Q: 3 clusters Score -8457111 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -8457475.000000 Penalty: 5459.251953
	Iteration 91Q: 3 clusters Score -8457475 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -8457810.000000 Penalty: 5459.251953
	Iteration 92Q: 3 clusters Score -8457810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -8458075.000000 Penalty: 5459.251953
	Iteration 93Q: 3 clusters Score -8458075 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -8458287.000000 Penalty: 5459.251953
	Iteration 94Q: 3 clusters Score -8458287 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -8458418.000000 Penalty: 5459.251953
	Iteration 95Q: 3 clusters Score -8458418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -8458503.000000 Penalty: 5459.251953
	Iteration 96Q: 3 clusters Score -8458503 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 58941 members 
Entering Unmasked Estep 
Score: -8458538.000000 Penalty: 5459.251953
	Iteration 97Q: 3 clusters Score -8458538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -8458573.000000 Penalty: 5459.251953
	Iteration 98Q: 3 clusters Score -8458573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -8458599.000000 Penalty: 5459.251953
	Iteration 99Q: 3 clusters Score -8458599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -8458660.000000 Penalty: 5459.251953
	Iteration 100F: 3 clusters Score -8458660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -8458684.000000 Penalty: 5459.251953
	Iteration 101Q: 3 clusters Score -8458684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -8458684.000000 Penalty: 5459.251953
	Iteration 102Q: 3 clusters Score -8458684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8458713.000000 Penalty: 5459.251953
	Iteration 103Q: 3 clusters Score -8458713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8458700.000000 Penalty: 5459.251953
	Iteration 104Q: 3 clusters Score -8458700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -8458705.000000 Penalty: 5459.251953
	Iteration 105Q: 3 clusters Score -8458705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -8458712.000000 Penalty: 5459.251953
	Iteration 106Q: 3 clusters Score -8458712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -8458718.000000 Penalty: 5459.251953
	Iteration 107Q: 3 clusters Score -8458718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8458720.000000 Penalty: 5459.251953
	Iteration 108Q: 3 clusters Score -8458720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -8458729.000000 Penalty: 5459.251953
	Iteration 109Q: 3 clusters Score -8458729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8458729.000000 Penalty: 5459.251953
	Iteration 110Q: 3 clusters Score -8458729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -8458732.000000 Penalty: 5459.251953
	Iteration 111Q: 3 clusters Score -8458732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -8458732.000000 Penalty: 5459.251953
	Iteration 112Q: 3 clusters Score -8458732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -8458739.000000 Penalty: 5459.251953
	Iteration 113Q: 3 clusters Score -8458739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8458743.000000 Penalty: 5459.251953
	Iteration 114Q: 3 clusters Score -8458743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -8458745.000000 Penalty: 5459.251953
	Iteration 115Q: 3 clusters Score -8458745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8458751.000000 Penalty: 5459.251953
	Iteration 116Q: 3 clusters Score -8458751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -8458754.000000 Penalty: 5459.251953
	Iteration 117Q: 3 clusters Score -8458754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -8458755.000000 Penalty: 5459.251953
	Iteration 118Q: 3 clusters Score -8458755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 59026 members 
Entering Unmasked Estep 
Score: -8458759.000000 Penalty: 5459.251953
	Iteration 119Q: 3 clusters Score -8458759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -8458759.000000 Penalty: 5459.251953
	Iteration 120F: 3 clusters Score -8458759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8458765.000000 Penalty: 5459.251953
	Iteration 121Q: 3 clusters Score -8458765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8458767.000000 Penalty: 5459.251953
	Iteration 122Q: 3 clusters Score -8458767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -8458765.000000 Penalty: 5459.251953
	Iteration 123Q: 3 clusters Score -8458765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -8458769.000000 Penalty: 5459.251953
	Iteration 124Q: 3 clusters Score -8458769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -8458770.000000 Penalty: 5459.251953
	Iteration 125Q: 3 clusters Score -8458770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -8458767.000000 Penalty: 5459.251953
	Iteration 126Q: 3 clusters Score -8458767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -8458773.000000 Penalty: 5459.251953
	Iteration 127Q: 3 clusters Score -8458773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -8458773.000000 Penalty: 5459.251953
	Iteration 128F: 3 clusters Score -8458773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Entering Unmasked Estep 
Score: -1421152.000000 Penalty: 2275.842285
	Iteration 0F: 2 clusters Score -1421152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1413739.875000 Penalty: 4551.684570
	Iteration 0F: 3 clusters Score -1413740 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1415869.500000 Penalty: 4551.684570
	Iteration 1F: 3 clusters Score -1415870 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1416196.250000 Penalty: 4551.684570
	Iteration 2F: 3 clusters Score -1416196 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1416465.750000 Penalty: 4551.684570
	Iteration 3F: 3 clusters Score -1416466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1416772.125000 Penalty: 4551.684570
	Iteration 4F: 3 clusters Score -1416772 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1417094.250000 Penalty: 4551.684570
	Iteration 5F: 3 clusters Score -1417094 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1417408.125000 Penalty: 4551.684570
	Iteration 6Q: 3 clusters Score -1417408 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1417788.250000 Penalty: 4551.684570
	Iteration 7Q: 3 clusters Score -1417788 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1418247.250000 Penalty: 4551.684570
	Iteration 8F: 3 clusters Score -1418247 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1418679.750000 Penalty: 4551.684570
	Iteration 9F: 3 clusters Score -1418680 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1419000.500000 Penalty: 4551.684570
	Iteration 10Q: 3 clusters Score -1419000 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1419232.625000 Penalty: 4551.684570
	Iteration 11Q: 3 clusters Score -1419233 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1419412.000000 Penalty: 4551.684570
	Iteration 12Q: 3 clusters Score -1419412 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1419523.125000 Penalty: 4551.684570
	Iteration 13Q: 3 clusters Score -1419523 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1419603.125000 Penalty: 4551.684570
	Iteration 14Q: 3 clusters Score -1419603 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1419654.500000 Penalty: 4551.684570
	Iteration 15Q: 3 clusters Score -1419654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1419694.625000 Penalty: 4551.684570
	Iteration 16Q: 3 clusters Score -1419695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1419726.750000 Penalty: 4551.684570
	Iteration 17Q: 3 clusters Score -1419727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1419747.500000 Penalty: 4551.684570
	Iteration 18Q: 3 clusters Score -1419748 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1419764.375000 Penalty: 4551.684570
	Iteration 19Q: 3 clusters Score -1419764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1419775.375000 Penalty: 4551.684570
	Iteration 20F: 3 clusters Score -1419775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1419782.000000 Penalty: 4551.684570
	Iteration 21Q: 3 clusters Score -1419782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1419787.875000 Penalty: 4551.684570
	Iteration 22Q: 3 clusters Score -1419788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1419793.875000 Penalty: 4551.684570
	Iteration 23Q: 3 clusters Score -1419794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1419801.250000 Penalty: 4551.684570
	Iteration 24Q: 3 clusters Score -1419801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1419812.625000 Penalty: 4551.684570
	Iteration 25Q: 3 clusters Score -1419813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1419818.125000 Penalty: 4551.684570
	Iteration 26Q: 3 clusters Score -1419818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1419819.000000 Penalty: 4551.684570
	Iteration 27Q: 3 clusters Score -1419819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1419820.250000 Penalty: 4551.684570
	Iteration 28Q: 3 clusters Score -1419820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1419821.750000 Penalty: 4551.684570
	Iteration 29Q: 3 clusters Score -1419822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1419822.375000 Penalty: 4551.684570
	Iteration 30Q: 3 clusters Score -1419822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1419823.625000 Penalty: 4551.684570
	Iteration 31Q: 3 clusters Score -1419824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1419824.625000 Penalty: 4551.684570
	Iteration 32Q: 3 clusters Score -1419825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1419826.000000 Penalty: 4551.684570
	Iteration 33Q: 3 clusters Score -1419826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1419826.125000 Penalty: 4551.684570
	Iteration 34Q: 3 clusters Score -1419826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1419825.875000 Penalty: 4551.684570
	Iteration 35Q: 3 clusters Score -1419826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1419825.625000 Penalty: 4551.684570
	Iteration 36Q: 3 clusters Score -1419826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1419825.875000 Penalty: 4551.684570
	Iteration 37Q: 3 clusters Score -1419826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1419824.500000 Penalty: 4551.684570
	Iteration 38Q: 3 clusters Score -1419824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1419824.875000 Penalty: 4551.684570
	Iteration 39Q: 3 clusters Score -1419825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1419823.500000 Penalty: 4551.684570
	Iteration 40F: 3 clusters Score -1419824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -765131.562500 Penalty: 2136.980713
	Iteration 0F: 2 clusters Score -765131.6 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 2795 members 
Entering Unmasked Estep 
Score: -760309.937500 Penalty: 4273.961426
	Iteration 0F: 3 clusters Score -760309.9 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -761528.437500 Penalty: 4273.961426
	Iteration 1F: 3 clusters Score -761528.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -761811.312500 Penalty: 4273.961426
	Iteration 2F: 3 clusters Score -761811.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -762010.062500 Penalty: 4273.961426
	Iteration 3F: 3 clusters Score -762010.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -762211.687500 Penalty: 4273.961426
	Iteration 4Q: 3 clusters Score -762211.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -762436.500000 Penalty: 4273.961426
	Iteration 5Q: 3 clusters Score -762436.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -762653.500000 Penalty: 4273.961426
	Iteration 6Q: 3 clusters Score -762653.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -762847.187500 Penalty: 4273.961426
	Iteration 7Q: 3 clusters Score -762847.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -763024.187500 Penalty: 4273.961426
	Iteration 8Q: 3 clusters Score -763024.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -763172.437500 Penalty: 4273.961426
	Iteration 9Q: 3 clusters Score -763172.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -763294.375000 Penalty: 4273.961426
	Iteration 10Q: 3 clusters Score -763294.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -763376.062500 Penalty: 4273.961426
	Iteration 11Q: 3 clusters Score -763376.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -763444.000000 Penalty: 4273.961426
	Iteration 12Q: 3 clusters Score -763444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -763513.187500 Penalty: 4273.961426
	Iteration 13Q: 3 clusters Score -763513.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -763596.562500 Penalty: 4273.961426
	Iteration 14Q: 3 clusters Score -763596.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -763668.562500 Penalty: 4273.961426
	Iteration 15Q: 3 clusters Score -763668.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -763734.687500 Penalty: 4273.961426
	Iteration 16Q: 3 clusters Score -763734.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -763782.437500 Penalty: 4273.961426
	Iteration 17Q: 3 clusters Score -763782.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -763810.250000 Penalty: 4273.961426
	Iteration 18Q: 3 clusters Score -763810.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -763837.125000 Penalty: 4273.961426
	Iteration 19Q: 3 clusters Score -763837.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -763860.312500 Penalty: 4273.961426
	Iteration 20F: 3 clusters Score -763860.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -763881.812500 Penalty: 4273.961426
	Iteration 21Q: 3 clusters Score -763881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -763901.375000 Penalty: 4273.961426
	Iteration 22Q: 3 clusters Score -763901.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -763920.125000 Penalty: 4273.961426
	Iteration 23Q: 3 clusters Score -763920.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -763938.250000 Penalty: 4273.961426
	Iteration 24Q: 3 clusters Score -763938.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -763952.125000 Penalty: 4273.961426
	Iteration 25Q: 3 clusters Score -763952.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -763959.000000 Penalty: 4273.961426
	Iteration 26Q: 3 clusters Score -763959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -763966.625000 Penalty: 4273.961426
	Iteration 27Q: 3 clusters Score -763966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -763972.187500 Penalty: 4273.961426
	Iteration 28Q: 3 clusters Score -763972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -763975.875000 Penalty: 4273.961426
	Iteration 29Q: 3 clusters Score -763975.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -763982.187500 Penalty: 4273.961426
	Iteration 30Q: 3 clusters Score -763982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -763983.375000 Penalty: 4273.961426
	Iteration 31Q: 3 clusters Score -763983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -763984.375000 Penalty: 4273.961426
	Iteration 32Q: 3 clusters Score -763984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -763987.437500 Penalty: 4273.961426
	Iteration 33Q: 3 clusters Score -763987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -763990.562500 Penalty: 4273.961426
	Iteration 34Q: 3 clusters Score -763990.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -763991.687500 Penalty: 4273.961426
	Iteration 35Q: 3 clusters Score -763991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -763992.687500 Penalty: 4273.961426
	Iteration 36Q: 3 clusters Score -763992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -763993.500000 Penalty: 4273.961426
	Iteration 37Q: 3 clusters Score -763993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -763995.312500 Penalty: 4273.961426
	Iteration 38Q: 3 clusters Score -763995.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -763993.812500 Penalty: 4273.961426
	Iteration 39Q: 3 clusters Score -763993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -763995.812500 Penalty: 4273.961426
	Iteration 40F: 3 clusters Score -763995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -763996.937500 Penalty: 4273.961426
	Iteration 41Q: 3 clusters Score -763996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -763997.875000 Penalty: 4273.961426
	Iteration 42Q: 3 clusters Score -763997.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -763999.250000 Penalty: 4273.961426
	Iteration 43Q: 3 clusters Score -763999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -763999.250000 Penalty: 4273.961426
	Iteration 44F: 3 clusters Score -763999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -107418.085938 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -107418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105792.531250 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -105792.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106483.890625 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -106483.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106906.976562 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -106907 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107126.390625 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -107126.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -107201.367188 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -107201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107236.625000 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -107236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107253.695312 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -107253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107260.070312 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -107260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107261.203125 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -107261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107261.203125 Penalty: 3390.251465
	Iteration 9F: 3 clusters Score -107261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Entering Unmasked Estep 
Score: -1230856.125000 Penalty: 2240.924805
	Iteration 0F: 2 clusters Score -1230856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1224249.250000 Penalty: 4481.849609
	Iteration 0F: 3 clusters Score -1224249 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1226330.625000 Penalty: 4481.849609
	Iteration 1F: 3 clusters Score -1226331 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1226828.000000 Penalty: 4481.849609
	Iteration 2F: 3 clusters Score -1226828 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1227305.750000 Penalty: 4481.849609
	Iteration 3F: 3 clusters Score -1227306 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1227736.125000 Penalty: 4481.849609
	Iteration 4F: 3 clusters Score -1227736 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1228179.500000 Penalty: 4481.849609
	Iteration 5F: 3 clusters Score -1228180 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1228537.500000 Penalty: 4481.849609
	Iteration 6F: 3 clusters Score -1228538 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1228811.000000 Penalty: 4481.849609
	Iteration 7Q: 3 clusters Score -1228811 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1229008.375000 Penalty: 4481.849609
	Iteration 8Q: 3 clusters Score -1229008 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1229144.875000 Penalty: 4481.849609
	Iteration 9Q: 3 clusters Score -1229145 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1229252.250000 Penalty: 4481.849609
	Iteration 10Q: 3 clusters Score -1229252 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1229327.875000 Penalty: 4481.849609
	Iteration 11Q: 3 clusters Score -1229328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1229379.375000 Penalty: 4481.849609
	Iteration 12Q: 3 clusters Score -1229379 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1229426.250000 Penalty: 4481.849609
	Iteration 13Q: 3 clusters Score -1229426 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1229455.250000 Penalty: 4481.849609
	Iteration 14Q: 3 clusters Score -1229455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1229478.125000 Penalty: 4481.849609
	Iteration 15Q: 3 clusters Score -1229478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1229505.250000 Penalty: 4481.849609
	Iteration 16Q: 3 clusters Score -1229505 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1229524.875000 Penalty: 4481.849609
	Iteration 17Q: 3 clusters Score -1229525 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1229536.500000 Penalty: 4481.849609
	Iteration 18Q: 3 clusters Score -1229536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1229549.375000 Penalty: 4481.849609
	Iteration 19Q: 3 clusters Score -1229549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1229555.875000 Penalty: 4481.849609
	Iteration 20F: 3 clusters Score -1229556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1229560.875000 Penalty: 4481.849609
	Iteration 21Q: 3 clusters Score -1229561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1229562.875000 Penalty: 4481.849609
	Iteration 22Q: 3 clusters Score -1229563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1229569.375000 Penalty: 4481.849609
	Iteration 23Q: 3 clusters Score -1229569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1229571.750000 Penalty: 4481.849609
	Iteration 24Q: 3 clusters Score -1229572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1229573.875000 Penalty: 4481.849609
	Iteration 25Q: 3 clusters Score -1229574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1229573.125000 Penalty: 4481.849609
	Iteration 26Q: 3 clusters Score -1229573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1229573.875000 Penalty: 4481.849609
	Iteration 27Q: 3 clusters Score -1229574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1229575.125000 Penalty: 4481.849609
	Iteration 28Q: 3 clusters Score -1229575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1229576.500000 Penalty: 4481.849609
	Iteration 29Q: 3 clusters Score -1229576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1229575.000000 Penalty: 4481.849609
	Iteration 30Q: 3 clusters Score -1229575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1229578.625000 Penalty: 4481.849609
	Iteration 31Q: 3 clusters Score -1229579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1229579.375000 Penalty: 4481.849609
	Iteration 32Q: 3 clusters Score -1229579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1229579.375000 Penalty: 4481.849609
	Iteration 33F: 3 clusters Score -1229579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1444169.000000 Penalty: 2275.123047
	Iteration 0F: 2 clusters Score -1444169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1436739.250000 Penalty: 4550.246094
	Iteration 0F: 3 clusters Score -1436739 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1438918.500000 Penalty: 4550.246094
	Iteration 1F: 3 clusters Score -1438918 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1439239.000000 Penalty: 4550.246094
	Iteration 2F: 3 clusters Score -1439239 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1439444.000000 Penalty: 4550.246094
	Iteration 3F: 3 clusters Score -1439444 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1439592.375000 Penalty: 4550.246094
	Iteration 4Q: 3 clusters Score -1439592 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1439694.375000 Penalty: 4550.246094
	Iteration 5Q: 3 clusters Score -1439694 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1439790.250000 Penalty: 4550.246094
	Iteration 6Q: 3 clusters Score -1439790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1439870.375000 Penalty: 4550.246094
	Iteration 7Q: 3 clusters Score -1439870 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1439947.500000 Penalty: 4550.246094
	Iteration 8Q: 3 clusters Score -1439948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1440017.250000 Penalty: 4550.246094
	Iteration 9Q: 3 clusters Score -1440017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1440095.625000 Penalty: 4550.246094
	Iteration 10Q: 3 clusters Score -1440096 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1440190.125000 Penalty: 4550.246094
	Iteration 11Q: 3 clusters Score -1440190 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1440289.375000 Penalty: 4550.246094
	Iteration 12Q: 3 clusters Score -1440289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1440402.625000 Penalty: 4550.246094
	Iteration 13Q: 3 clusters Score -1440403 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1440546.125000 Penalty: 4550.246094
	Iteration 14Q: 3 clusters Score -1440546 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1440687.750000 Penalty: 4550.246094
	Iteration 15Q: 3 clusters Score -1440688 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1440836.875000 Penalty: 4550.246094
	Iteration 16Q: 3 clusters Score -1440837 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1441025.750000 Penalty: 4550.246094
	Iteration 17Q: 3 clusters Score -1441026 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1441191.250000 Penalty: 4550.246094
	Iteration 18Q: 3 clusters Score -1441191 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1441345.500000 Penalty: 4550.246094
	Iteration 19Q: 3 clusters Score -1441346 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1441476.000000 Penalty: 4550.246094
	Iteration 20F: 3 clusters Score -1441476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1441574.125000 Penalty: 4550.246094
	Iteration 21Q: 3 clusters Score -1441574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1441657.000000 Penalty: 4550.246094
	Iteration 22Q: 3 clusters Score -1441657 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1441724.625000 Penalty: 4550.246094
	Iteration 23Q: 3 clusters Score -1441725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1441787.875000 Penalty: 4550.246094
	Iteration 24Q: 3 clusters Score -1441788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1441847.625000 Penalty: 4550.246094
	Iteration 25Q: 3 clusters Score -1441848 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1441888.500000 Penalty: 4550.246094
	Iteration 26Q: 3 clusters Score -1441888 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1441931.250000 Penalty: 4550.246094
	Iteration 27Q: 3 clusters Score -1441931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1441974.750000 Penalty: 4550.246094
	Iteration 28Q: 3 clusters Score -1441975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1442008.750000 Penalty: 4550.246094
	Iteration 29Q: 3 clusters Score -1442009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1442041.000000 Penalty: 4550.246094
	Iteration 30Q: 3 clusters Score -1442041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1442069.500000 Penalty: 4550.246094
	Iteration 31Q: 3 clusters Score -1442070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1442094.875000 Penalty: 4550.246094
	Iteration 32Q: 3 clusters Score -1442095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1442112.000000 Penalty: 4550.246094
	Iteration 33Q: 3 clusters Score -1442112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1442126.500000 Penalty: 4550.246094
	Iteration 34Q: 3 clusters Score -1442126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1442142.875000 Penalty: 4550.246094
	Iteration 35Q: 3 clusters Score -1442143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1442152.125000 Penalty: 4550.246094
	Iteration 36Q: 3 clusters Score -1442152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1442159.250000 Penalty: 4550.246094
	Iteration 37Q: 3 clusters Score -1442159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1442163.125000 Penalty: 4550.246094
	Iteration 38Q: 3 clusters Score -1442163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1442167.125000 Penalty: 4550.246094
	Iteration 39Q: 3 clusters Score -1442167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1442169.500000 Penalty: 4550.246094
	Iteration 40F: 3 clusters Score -1442170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1442166.125000 Penalty: 4550.246094
	Iteration 41Q: 3 clusters Score -1442166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1442167.125000 Penalty: 4550.246094
	Iteration 42Q: 3 clusters Score -1442167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1442168.750000 Penalty: 4550.246094
	Iteration 43Q: 3 clusters Score -1442169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1442171.375000 Penalty: 4550.246094
	Iteration 44Q: 3 clusters Score -1442171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1442172.375000 Penalty: 4550.246094
	Iteration 45Q: 3 clusters Score -1442172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1442173.625000 Penalty: 4550.246094
	Iteration 46Q: 3 clusters Score -1442174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1442173.500000 Penalty: 4550.246094
	Iteration 47Q: 3 clusters Score -1442174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1442172.375000 Penalty: 4550.246094
	Iteration 48Q: 3 clusters Score -1442172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1442176.125000 Penalty: 4550.246094
	Iteration 49Q: 3 clusters Score -1442176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1442176.875000 Penalty: 4550.246094
	Iteration 50Q: 3 clusters Score -1442177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1442174.125000 Penalty: 4550.246094
	Iteration 51Q: 3 clusters Score -1442174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1442175.000000 Penalty: 4550.246094
	Iteration 52Q: 3 clusters Score -1442175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1442173.250000 Penalty: 4550.246094
	Iteration 53Q: 3 clusters Score -1442173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1442173.250000 Penalty: 4550.246094
	Iteration 54F: 3 clusters Score -1442173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -785403.062500 Penalty: 2160.315430
	Iteration 0F: 2 clusters Score -785403.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -780250.312500 Penalty: 4320.630859
	Iteration 0F: 3 clusters Score -780250.3 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -782190.312500 Penalty: 4320.630859
	Iteration 1F: 3 clusters Score -782190.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -783226.750000 Penalty: 4320.630859
	Iteration 2F: 3 clusters Score -783226.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -784179.000000 Penalty: 4320.630859
	Iteration 3F: 3 clusters Score -784179 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -784810.750000 Penalty: 4320.630859
	Iteration 4F: 3 clusters Score -784810.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -785205.812500 Penalty: 4320.630859
	Iteration 5F: 3 clusters Score -785205.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -785422.812500 Penalty: 4320.630859
	Iteration 6Q: 3 clusters Score -785422.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -785529.250000 Penalty: 4320.630859
	Iteration 7Q: 3 clusters Score -785529.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -785602.125000 Penalty: 4320.630859
	Iteration 8Q: 3 clusters Score -785602.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -785664.562500 Penalty: 4320.630859
	Iteration 9Q: 3 clusters Score -785664.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -785707.437500 Penalty: 4320.630859
	Iteration 10Q: 3 clusters Score -785707.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -785735.812500 Penalty: 4320.630859
	Iteration 11Q: 3 clusters Score -785735.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -785755.687500 Penalty: 4320.630859
	Iteration 12Q: 3 clusters Score -785755.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -785770.500000 Penalty: 4320.630859
	Iteration 13Q: 3 clusters Score -785770.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -785781.125000 Penalty: 4320.630859
	Iteration 14Q: 3 clusters Score -785781.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -785792.250000 Penalty: 4320.630859
	Iteration 15Q: 3 clusters Score -785792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -785799.562500 Penalty: 4320.630859
	Iteration 16Q: 3 clusters Score -785799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -785806.500000 Penalty: 4320.630859
	Iteration 17Q: 3 clusters Score -785806.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -785814.375000 Penalty: 4320.630859
	Iteration 18Q: 3 clusters Score -785814.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -785821.250000 Penalty: 4320.630859
	Iteration 19Q: 3 clusters Score -785821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -785827.000000 Penalty: 4320.630859
	Iteration 20F: 3 clusters Score -785827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -785830.125000 Penalty: 4320.630859
	Iteration 21Q: 3 clusters Score -785830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -785831.437500 Penalty: 4320.630859
	Iteration 22Q: 3 clusters Score -785831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -785831.812500 Penalty: 4320.630859
	Iteration 23Q: 3 clusters Score -785831.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -785832.187500 Penalty: 4320.630859
	Iteration 24Q: 3 clusters Score -785832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -785832.812500 Penalty: 4320.630859
	Iteration 25Q: 3 clusters Score -785832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -785833.187500 Penalty: 4320.630859
	Iteration 26Q: 3 clusters Score -785833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -785833.187500 Penalty: 4320.630859
	Iteration 27F: 3 clusters Score -785833.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36407 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32017 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60268 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 3779 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 54614 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80086 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29790 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98423 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21326 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 2290 members 
Entering Unmasked Estep 
Score: -115071432.000000 Penalty: 171962.734375
Splitting cluster 21 changes total score from -115072576.000000 to -115071432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -1237852.875000 Penalty: 2238.253418
	Iteration 0F: 2 clusters Score -1237853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1231267.750000 Penalty: 4476.506836
	Iteration 0F: 3 clusters Score -1231268 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1233092.250000 Penalty: 4476.506836
	Iteration 1F: 3 clusters Score -1233092 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1233424.250000 Penalty: 4476.506836
	Iteration 2F: 3 clusters Score -1233424 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1233634.750000 Penalty: 4476.506836
	Iteration 3F: 3 clusters Score -1233635 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1233806.375000 Penalty: 4476.506836
	Iteration 4Q: 3 clusters Score -1233806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1233942.125000 Penalty: 4476.506836
	Iteration 5Q: 3 clusters Score -1233942 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1234079.875000 Penalty: 4476.506836
	Iteration 6Q: 3 clusters Score -1234080 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1234226.125000 Penalty: 4476.506836
	Iteration 7Q: 3 clusters Score -1234226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1234391.000000 Penalty: 4476.506836
	Iteration 8Q: 3 clusters Score -1234391 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1234557.750000 Penalty: 4476.506836
	Iteration 9Q: 3 clusters Score -1234558 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1234728.750000 Penalty: 4476.506836
	Iteration 10Q: 3 clusters Score -1234729 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1234899.250000 Penalty: 4476.506836
	Iteration 11Q: 3 clusters Score -1234899 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1235073.875000 Penalty: 4476.506836
	Iteration 12Q: 3 clusters Score -1235074 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1235233.000000 Penalty: 4476.506836
	Iteration 13Q: 3 clusters Score -1235233 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1235355.500000 Penalty: 4476.506836
	Iteration 14Q: 3 clusters Score -1235356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1235467.500000 Penalty: 4476.506836
	Iteration 15Q: 3 clusters Score -1235468 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1235571.375000 Penalty: 4476.506836
	Iteration 16Q: 3 clusters Score -1235571 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1235673.750000 Penalty: 4476.506836
	Iteration 17Q: 3 clusters Score -1235674 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1235793.625000 Penalty: 4476.506836
	Iteration 18Q: 3 clusters Score -1235794 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1235863.125000 Penalty: 4476.506836
	Iteration 19Q: 3 clusters Score -1235863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1235926.375000 Penalty: 4476.506836
	Iteration 20F: 3 clusters Score -1235926 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1235990.250000 Penalty: 4476.506836
	Iteration 21Q: 3 clusters Score -1235990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1236042.750000 Penalty: 4476.506836
	Iteration 22Q: 3 clusters Score -1236043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1236074.375000 Penalty: 4476.506836
	Iteration 23Q: 3 clusters Score -1236074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1236105.375000 Penalty: 4476.506836
	Iteration 24Q: 3 clusters Score -1236105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1236131.750000 Penalty: 4476.506836
	Iteration 25Q: 3 clusters Score -1236132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1236163.875000 Penalty: 4476.506836
	Iteration 26Q: 3 clusters Score -1236164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1236187.750000 Penalty: 4476.506836
	Iteration 27Q: 3 clusters Score -1236188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1236217.375000 Penalty: 4476.506836
	Iteration 28Q: 3 clusters Score -1236217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1236247.625000 Penalty: 4476.506836
	Iteration 29Q: 3 clusters Score -1236248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1236274.875000 Penalty: 4476.506836
	Iteration 30Q: 3 clusters Score -1236275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1236290.625000 Penalty: 4476.506836
	Iteration 31Q: 3 clusters Score -1236291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1236307.625000 Penalty: 4476.506836
	Iteration 32Q: 3 clusters Score -1236308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1236327.125000 Penalty: 4476.506836
	Iteration 33Q: 3 clusters Score -1236327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1236344.875000 Penalty: 4476.506836
	Iteration 34Q: 3 clusters Score -1236345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1236365.250000 Penalty: 4476.506836
	Iteration 35Q: 3 clusters Score -1236365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1236389.000000 Penalty: 4476.506836
	Iteration 36Q: 3 clusters Score -1236389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1236407.750000 Penalty: 4476.506836
	Iteration 37Q: 3 clusters Score -1236408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1236419.375000 Penalty: 4476.506836
	Iteration 38Q: 3 clusters Score -1236419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1236435.000000 Penalty: 4476.506836
	Iteration 39Q: 3 clusters Score -1236435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1236445.000000 Penalty: 4476.506836
	Iteration 40F: 3 clusters Score -1236445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1236458.875000 Penalty: 4476.506836
	Iteration 41Q: 3 clusters Score -1236459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1236466.000000 Penalty: 4476.506836
	Iteration 42Q: 3 clusters Score -1236466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1236474.625000 Penalty: 4476.506836
	Iteration 43Q: 3 clusters Score -1236475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1236482.625000 Penalty: 4476.506836
	Iteration 44Q: 3 clusters Score -1236483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1236486.875000 Penalty: 4476.506836
	Iteration 45Q: 3 clusters Score -1236487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1236488.500000 Penalty: 4476.506836
	Iteration 46Q: 3 clusters Score -1236488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1236494.625000 Penalty: 4476.506836
	Iteration 47Q: 3 clusters Score -1236495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1236497.000000 Penalty: 4476.506836
	Iteration 48Q: 3 clusters Score -1236497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1236501.375000 Penalty: 4476.506836
	Iteration 49Q: 3 clusters Score -1236501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1236502.375000 Penalty: 4476.506836
	Iteration 50Q: 3 clusters Score -1236502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1236505.750000 Penalty: 4476.506836
	Iteration 51Q: 3 clusters Score -1236506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1236508.500000 Penalty: 4476.506836
	Iteration 52Q: 3 clusters Score -1236508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1236511.375000 Penalty: 4476.506836
	Iteration 53Q: 3 clusters Score -1236511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1236510.750000 Penalty: 4476.506836
	Iteration 54Q: 3 clusters Score -1236511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1236514.125000 Penalty: 4476.506836
	Iteration 55Q: 3 clusters Score -1236514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1236517.875000 Penalty: 4476.506836
	Iteration 56Q: 3 clusters Score -1236518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1236518.250000 Penalty: 4476.506836
	Iteration 57Q: 3 clusters Score -1236518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1236519.250000 Penalty: 4476.506836
	Iteration 58Q: 3 clusters Score -1236519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1236523.250000 Penalty: 4476.506836
	Iteration 59Q: 3 clusters Score -1236523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1236524.875000 Penalty: 4476.506836
	Iteration 60F: 3 clusters Score -1236525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1236527.250000 Penalty: 4476.506836
	Iteration 61Q: 3 clusters Score -1236527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1236529.125000 Penalty: 4476.506836
	Iteration 62Q: 3 clusters Score -1236529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1236530.375000 Penalty: 4476.506836
	Iteration 63Q: 3 clusters Score -1236530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1236531.625000 Penalty: 4476.506836
	Iteration 64Q: 3 clusters Score -1236532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1236533.625000 Penalty: 4476.506836
	Iteration 65Q: 3 clusters Score -1236534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1236534.125000 Penalty: 4476.506836
	Iteration 66Q: 3 clusters Score -1236534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1236537.000000 Penalty: 4476.506836
	Iteration 67Q: 3 clusters Score -1236537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1236537.250000 Penalty: 4476.506836
	Iteration 68Q: 3 clusters Score -1236537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1236538.375000 Penalty: 4476.506836
	Iteration 69Q: 3 clusters Score -1236538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1236538.375000 Penalty: 4476.506836
	Iteration 70F: 3 clusters Score -1236538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -454559.500000 Penalty: 2001.662231
	Iteration 0F: 2 clusters Score -454559.5 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 1620 members 
Entering Unmasked Estep 
Score: -451148.843750 Penalty: 4003.324463
	Iteration 0F: 3 clusters Score -451148.8 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -451919.218750 Penalty: 4003.324463
	Iteration 1F: 3 clusters Score -451919.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -452145.812500 Penalty: 4003.324463
	Iteration 2F: 3 clusters Score -452145.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452307.031250 Penalty: 4003.324463
	Iteration 3F: 3 clusters Score -452307 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -452488.750000 Penalty: 4003.324463
	Iteration 4F: 3 clusters Score -452488.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -452647.625000 Penalty: 4003.324463
	Iteration 5Q: 3 clusters Score -452647.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -452811.968750 Penalty: 4003.324463
	Iteration 6Q: 3 clusters Score -452812 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -452985.062500 Penalty: 4003.324463
	Iteration 7Q: 3 clusters Score -452985.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453108.156250 Penalty: 4003.324463
	Iteration 8Q: 3 clusters Score -453108.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -453206.093750 Penalty: 4003.324463
	Iteration 9Q: 3 clusters Score -453206.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -453264.687500 Penalty: 4003.324463
	Iteration 10Q: 3 clusters Score -453264.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -453300.812500 Penalty: 4003.324463
	Iteration 11Q: 3 clusters Score -453300.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -453321.093750 Penalty: 4003.324463
	Iteration 12Q: 3 clusters Score -453321.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453335.406250 Penalty: 4003.324463
	Iteration 13Q: 3 clusters Score -453335.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -453346.468750 Penalty: 4003.324463
	Iteration 14Q: 3 clusters Score -453346.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -453355.656250 Penalty: 4003.324463
	Iteration 15Q: 3 clusters Score -453355.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -453362.718750 Penalty: 4003.324463
	Iteration 16Q: 3 clusters Score -453362.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -453367.750000 Penalty: 4003.324463
	Iteration 17Q: 3 clusters Score -453367.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -453373.593750 Penalty: 4003.324463
	Iteration 18Q: 3 clusters Score -453373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -453381.093750 Penalty: 4003.324463
	Iteration 19Q: 3 clusters Score -453381.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -453391.531250 Penalty: 4003.324463
	Iteration 20F: 3 clusters Score -453391.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -453402.343750 Penalty: 4003.324463
	Iteration 21Q: 3 clusters Score -453402.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -453410.437500 Penalty: 4003.324463
	Iteration 22Q: 3 clusters Score -453410.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -453418.531250 Penalty: 4003.324463
	Iteration 23Q: 3 clusters Score -453418.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -453428.812500 Penalty: 4003.324463
	Iteration 24Q: 3 clusters Score -453428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -453438.312500 Penalty: 4003.324463
	Iteration 25Q: 3 clusters Score -453438.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -453442.218750 Penalty: 4003.324463
	Iteration 26Q: 3 clusters Score -453442.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -453449.218750 Penalty: 4003.324463
	Iteration 27Q: 3 clusters Score -453449.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -453462.812500 Penalty: 4003.324463
	Iteration 28Q: 3 clusters Score -453462.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -453472.187500 Penalty: 4003.324463
	Iteration 29Q: 3 clusters Score -453472.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -453481.000000 Penalty: 4003.324463
	Iteration 30Q: 3 clusters Score -453481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -453492.031250 Penalty: 4003.324463
	Iteration 31Q: 3 clusters Score -453492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -453500.312500 Penalty: 4003.324463
	Iteration 32Q: 3 clusters Score -453500.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -453510.875000 Penalty: 4003.324463
	Iteration 33Q: 3 clusters Score -453510.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -453533.593750 Penalty: 4003.324463
	Iteration 34Q: 3 clusters Score -453533.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -453555.281250 Penalty: 4003.324463
	Iteration 35Q: 3 clusters Score -453555.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -453580.500000 Penalty: 4003.324463
	Iteration 36Q: 3 clusters Score -453580.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -453611.593750 Penalty: 4003.324463
	Iteration 37Q: 3 clusters Score -453611.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -453639.531250 Penalty: 4003.324463
	Iteration 38Q: 3 clusters Score -453639.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -453669.531250 Penalty: 4003.324463
	Iteration 39Q: 3 clusters Score -453669.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -453697.718750 Penalty: 4003.324463
	Iteration 40F: 3 clusters Score -453697.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -453721.843750 Penalty: 4003.324463
	Iteration 41Q: 3 clusters Score -453721.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -453744.437500 Penalty: 4003.324463
	Iteration 42Q: 3 clusters Score -453744.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -453756.031250 Penalty: 4003.324463
	Iteration 43Q: 3 clusters Score -453756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -453765.125000 Penalty: 4003.324463
	Iteration 44Q: 3 clusters Score -453765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -453770.906250 Penalty: 4003.324463
	Iteration 45Q: 3 clusters Score -453770.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -453774.562500 Penalty: 4003.324463
	Iteration 46Q: 3 clusters Score -453774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -453774.906250 Penalty: 4003.324463
	Iteration 47Q: 3 clusters Score -453774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -453775.687500 Penalty: 4003.324463
	Iteration 48Q: 3 clusters Score -453775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -453775.781250 Penalty: 4003.324463
	Iteration 49Q: 3 clusters Score -453775.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -453775.781250 Penalty: 4003.324463
	Iteration 50F: 3 clusters Score -453775.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Entering Unmasked Estep 
Score: -2869364.000000 Penalty: 2448.881592
	Iteration 0F: 2 clusters Score -2869364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2855641.250000 Penalty: 4897.763184
	Iteration 0F: 3 clusters Score -2855641 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2860359.250000 Penalty: 4897.763184
	Iteration 1F: 3 clusters Score -2860359 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2860970.250000 Penalty: 4897.763184
	Iteration 2F: 3 clusters Score -2860970 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2861603.500000 Penalty: 4897.763184
	Iteration 3F: 3 clusters Score -2861604 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2862391.500000 Penalty: 4897.763184
	Iteration 4F: 3 clusters Score -2862392 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2863241.250000 Penalty: 4897.763184
	Iteration 5F: 3 clusters Score -2863241 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2863970.750000 Penalty: 4897.763184
	Iteration 6F: 3 clusters Score -2863971 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2864626.500000 Penalty: 4897.763184
	Iteration 7F: 3 clusters Score -2864626 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2865242.000000 Penalty: 4897.763184
	Iteration 8Q: 3 clusters Score -2865242 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2865794.000000 Penalty: 4897.763184
	Iteration 9Q: 3 clusters Score -2865794 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2866311.750000 Penalty: 4897.763184
	Iteration 10Q: 3 clusters Score -2866312 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2866744.000000 Penalty: 4897.763184
	Iteration 11Q: 3 clusters Score -2866744 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2867006.500000 Penalty: 4897.763184
	Iteration 12Q: 3 clusters Score -2867006 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2867160.250000 Penalty: 4897.763184
	Iteration 13Q: 3 clusters Score -2867160 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2867235.750000 Penalty: 4897.763184
	Iteration 14Q: 3 clusters Score -2867236 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2867291.500000 Penalty: 4897.763184
	Iteration 15Q: 3 clusters Score -2867292 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2867317.000000 Penalty: 4897.763184
	Iteration 16Q: 3 clusters Score -2867317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2867331.750000 Penalty: 4897.763184
	Iteration 17Q: 3 clusters Score -2867332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2867349.000000 Penalty: 4897.763184
	Iteration 18Q: 3 clusters Score -2867349 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2867368.250000 Penalty: 4897.763184
	Iteration 19Q: 3 clusters Score -2867368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2867399.500000 Penalty: 4897.763184
	Iteration 20F: 3 clusters Score -2867400 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2867419.500000 Penalty: 4897.763184
	Iteration 21Q: 3 clusters Score -2867420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2867462.750000 Penalty: 4897.763184
	Iteration 22Q: 3 clusters Score -2867463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2867512.000000 Penalty: 4897.763184
	Iteration 23Q: 3 clusters Score -2867512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2867560.750000 Penalty: 4897.763184
	Iteration 24Q: 3 clusters Score -2867561 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2867579.000000 Penalty: 4897.763184
	Iteration 25Q: 3 clusters Score -2867579 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2867615.000000 Penalty: 4897.763184
	Iteration 26Q: 3 clusters Score -2867615 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2867655.500000 Penalty: 4897.763184
	Iteration 27Q: 3 clusters Score -2867656 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2867678.250000 Penalty: 4897.763184
	Iteration 28Q: 3 clusters Score -2867678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2867694.000000 Penalty: 4897.763184
	Iteration 29Q: 3 clusters Score -2867694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -2867703.500000 Penalty: 4897.763184
	Iteration 30Q: 3 clusters Score -2867704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2867716.250000 Penalty: 4897.763184
	Iteration 31Q: 3 clusters Score -2867716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2867720.500000 Penalty: 4897.763184
	Iteration 32Q: 3 clusters Score -2867720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2867726.000000 Penalty: 4897.763184
	Iteration 33Q: 3 clusters Score -2867726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2867731.000000 Penalty: 4897.763184
	Iteration 34Q: 3 clusters Score -2867731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2867739.500000 Penalty: 4897.763184
	Iteration 35Q: 3 clusters Score -2867740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2867748.250000 Penalty: 4897.763184
	Iteration 36Q: 3 clusters Score -2867748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2867745.000000 Penalty: 4897.763184
	Iteration 37Q: 3 clusters Score -2867745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2867754.250000 Penalty: 4897.763184
	Iteration 38Q: 3 clusters Score -2867754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2867752.500000 Penalty: 4897.763184
	Iteration 39Q: 3 clusters Score -2867752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2867748.250000 Penalty: 4897.763184
	Iteration 40F: 3 clusters Score -2867748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2867744.000000 Penalty: 4897.763184
	Iteration 41Q: 3 clusters Score -2867744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2867744.250000 Penalty: 4897.763184
	Iteration 42Q: 3 clusters Score -2867744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2867745.750000 Penalty: 4897.763184
	Iteration 43Q: 3 clusters Score -2867746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2867745.750000 Penalty: 4897.763184
	Iteration 44F: 3 clusters Score -2867746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Entering Unmasked Estep 
Score: -605904.062500 Penalty: 2076.526855
	Iteration 0F: 2 clusters Score -605904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -601774.812500 Penalty: 4153.053711
	Iteration 0F: 3 clusters Score -601774.8 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -602760.125000 Penalty: 4153.053711
	Iteration 1F: 3 clusters Score -602760.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -603010.937500 Penalty: 4153.053711
	Iteration 2F: 3 clusters Score -603010.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -603202.875000 Penalty: 4153.053711
	Iteration 3F: 3 clusters Score -603202.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -603330.500000 Penalty: 4153.053711
	Iteration 4Q: 3 clusters Score -603330.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -603468.250000 Penalty: 4153.053711
	Iteration 5Q: 3 clusters Score -603468.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -603571.687500 Penalty: 4153.053711
	Iteration 6Q: 3 clusters Score -603571.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -603659.375000 Penalty: 4153.053711
	Iteration 7Q: 3 clusters Score -603659.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -603738.000000 Penalty: 4153.053711
	Iteration 8Q: 3 clusters Score -603738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -603828.875000 Penalty: 4153.053711
	Iteration 9Q: 3 clusters Score -603828.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -603922.437500 Penalty: 4153.053711
	Iteration 10Q: 3 clusters Score -603922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -604010.250000 Penalty: 4153.053711
	Iteration 11Q: 3 clusters Score -604010.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -604107.312500 Penalty: 4153.053711
	Iteration 12Q: 3 clusters Score -604107.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -604184.937500 Penalty: 4153.053711
	Iteration 13Q: 3 clusters Score -604184.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -604255.062500 Penalty: 4153.053711
	Iteration 14Q: 3 clusters Score -604255.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -604315.000000 Penalty: 4153.053711
	Iteration 15Q: 3 clusters Score -604315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -604361.750000 Penalty: 4153.053711
	Iteration 16Q: 3 clusters Score -604361.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -604413.625000 Penalty: 4153.053711
	Iteration 17Q: 3 clusters Score -604413.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -604467.250000 Penalty: 4153.053711
	Iteration 18Q: 3 clusters Score -604467.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -604508.500000 Penalty: 4153.053711
	Iteration 19Q: 3 clusters Score -604508.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -604548.875000 Penalty: 4153.053711
	Iteration 20F: 3 clusters Score -604548.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -604589.750000 Penalty: 4153.053711
	Iteration 21Q: 3 clusters Score -604589.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -604625.937500 Penalty: 4153.053711
	Iteration 22Q: 3 clusters Score -604625.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -604658.625000 Penalty: 4153.053711
	Iteration 23Q: 3 clusters Score -604658.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -604689.375000 Penalty: 4153.053711
	Iteration 24Q: 3 clusters Score -604689.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -604719.562500 Penalty: 4153.053711
	Iteration 25Q: 3 clusters Score -604719.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -604740.687500 Penalty: 4153.053711
	Iteration 26Q: 3 clusters Score -604740.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -604763.437500 Penalty: 4153.053711
	Iteration 27Q: 3 clusters Score -604763.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -604782.875000 Penalty: 4153.053711
	Iteration 28Q: 3 clusters Score -604782.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -604803.062500 Penalty: 4153.053711
	Iteration 29Q: 3 clusters Score -604803.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -604814.500000 Penalty: 4153.053711
	Iteration 30Q: 3 clusters Score -604814.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -604826.000000 Penalty: 4153.053711
	Iteration 31Q: 3 clusters Score -604826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -604836.375000 Penalty: 4153.053711
	Iteration 32Q: 3 clusters Score -604836.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -604847.937500 Penalty: 4153.053711
	Iteration 33Q: 3 clusters Score -604847.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -604858.562500 Penalty: 4153.053711
	Iteration 34Q: 3 clusters Score -604858.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -604870.875000 Penalty: 4153.053711
	Iteration 35Q: 3 clusters Score -604870.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -604879.500000 Penalty: 4153.053711
	Iteration 36Q: 3 clusters Score -604879.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -604894.062500 Penalty: 4153.053711
	Iteration 37Q: 3 clusters Score -604894.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -604926.500000 Penalty: 4153.053711
	Iteration 38Q: 3 clusters Score -604926.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -604970.437500 Penalty: 4153.053711
	Iteration 39Q: 3 clusters Score -604970.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -605061.125000 Penalty: 4153.053711
	Iteration 40F: 3 clusters Score -605061.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -605209.312500 Penalty: 4153.053711
	Iteration 41Q: 3 clusters Score -605209.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -605341.062500 Penalty: 4153.053711
	Iteration 42Q: 3 clusters Score -605341.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -605392.312500 Penalty: 4153.053711
	Iteration 43Q: 3 clusters Score -605392.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -605416.250000 Penalty: 4153.053711
	Iteration 44Q: 3 clusters Score -605416.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -605438.187500 Penalty: 4153.053711
	Iteration 45Q: 3 clusters Score -605438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -605456.812500 Penalty: 4153.053711
	Iteration 46Q: 3 clusters Score -605456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -605467.375000 Penalty: 4153.053711
	Iteration 47Q: 3 clusters Score -605467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -605478.625000 Penalty: 4153.053711
	Iteration 48Q: 3 clusters Score -605478.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -605493.812500 Penalty: 4153.053711
	Iteration 49Q: 3 clusters Score -605493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -605500.062500 Penalty: 4153.053711
	Iteration 50Q: 3 clusters Score -605500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -605508.375000 Penalty: 4153.053711
	Iteration 51Q: 3 clusters Score -605508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -605514.312500 Penalty: 4153.053711
	Iteration 52Q: 3 clusters Score -605514.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -605516.062500 Penalty: 4153.053711
	Iteration 53Q: 3 clusters Score -605516.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -605517.437500 Penalty: 4153.053711
	Iteration 54Q: 3 clusters Score -605517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -605518.500000 Penalty: 4153.053711
	Iteration 55Q: 3 clusters Score -605518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -605522.937500 Penalty: 4153.053711
	Iteration 56Q: 3 clusters Score -605522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -605526.875000 Penalty: 4153.053711
	Iteration 57Q: 3 clusters Score -605526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -605528.562500 Penalty: 4153.053711
	Iteration 58Q: 3 clusters Score -605528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -605532.250000 Penalty: 4153.053711
	Iteration 59Q: 3 clusters Score -605532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -605533.187500 Penalty: 4153.053711
	Iteration 60F: 3 clusters Score -605533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -605533.687500 Penalty: 4153.053711
	Iteration 61Q: 3 clusters Score -605533.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -605533.687500 Penalty: 4153.053711
	Iteration 62F: 3 clusters Score -605533.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Entering Unmasked Estep 
Score: -1086748.875000 Penalty: 2205.163086
	Iteration 0F: 2 clusters Score -1086749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1080767.750000 Penalty: 4410.326172
	Iteration 0F: 3 clusters Score -1080768 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1082308.000000 Penalty: 4410.326172
	Iteration 1F: 3 clusters Score -1082308 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1082555.375000 Penalty: 4410.326172
	Iteration 2F: 3 clusters Score -1082555 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1082721.875000 Penalty: 4410.326172
	Iteration 3Q: 3 clusters Score -1082722 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1082826.375000 Penalty: 4410.326172
	Iteration 4Q: 3 clusters Score -1082826 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1082905.125000 Penalty: 4410.326172
	Iteration 5Q: 3 clusters Score -1082905 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1082974.500000 Penalty: 4410.326172
	Iteration 6Q: 3 clusters Score -1082974 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1083028.625000 Penalty: 4410.326172
	Iteration 7Q: 3 clusters Score -1083029 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1083083.125000 Penalty: 4410.326172
	Iteration 8Q: 3 clusters Score -1083083 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1083153.500000 Penalty: 4410.326172
	Iteration 9Q: 3 clusters Score -1083154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1083215.500000 Penalty: 4410.326172
	Iteration 10Q: 3 clusters Score -1083216 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1083290.500000 Penalty: 4410.326172
	Iteration 11Q: 3 clusters Score -1083290 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1083386.875000 Penalty: 4410.326172
	Iteration 12Q: 3 clusters Score -1083387 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1083514.000000 Penalty: 4410.326172
	Iteration 13Q: 3 clusters Score -1083514 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1083674.625000 Penalty: 4410.326172
	Iteration 14Q: 3 clusters Score -1083675 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1083853.250000 Penalty: 4410.326172
	Iteration 15Q: 3 clusters Score -1083853 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1084031.625000 Penalty: 4410.326172
	Iteration 16Q: 3 clusters Score -1084032 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1084177.625000 Penalty: 4410.326172
	Iteration 17Q: 3 clusters Score -1084178 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1084295.250000 Penalty: 4410.326172
	Iteration 18Q: 3 clusters Score -1084295 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1084393.000000 Penalty: 4410.326172
	Iteration 19Q: 3 clusters Score -1084393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1084463.125000 Penalty: 4410.326172
	Iteration 20F: 3 clusters Score -1084463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1084522.375000 Penalty: 4410.326172
	Iteration 21Q: 3 clusters Score -1084522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1084577.625000 Penalty: 4410.326172
	Iteration 22Q: 3 clusters Score -1084578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1084623.500000 Penalty: 4410.326172
	Iteration 23Q: 3 clusters Score -1084624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1084655.250000 Penalty: 4410.326172
	Iteration 24Q: 3 clusters Score -1084655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1084690.750000 Penalty: 4410.326172
	Iteration 25Q: 3 clusters Score -1084691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1084709.750000 Penalty: 4410.326172
	Iteration 26Q: 3 clusters Score -1084710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1084726.375000 Penalty: 4410.326172
	Iteration 27Q: 3 clusters Score -1084726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1084738.750000 Penalty: 4410.326172
	Iteration 28Q: 3 clusters Score -1084739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1084746.125000 Penalty: 4410.326172
	Iteration 29Q: 3 clusters Score -1084746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1084751.625000 Penalty: 4410.326172
	Iteration 30Q: 3 clusters Score -1084752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1084754.875000 Penalty: 4410.326172
	Iteration 31Q: 3 clusters Score -1084755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1084760.500000 Penalty: 4410.326172
	Iteration 32Q: 3 clusters Score -1084760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1084765.250000 Penalty: 4410.326172
	Iteration 33Q: 3 clusters Score -1084765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1084768.625000 Penalty: 4410.326172
	Iteration 34Q: 3 clusters Score -1084769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1084771.250000 Penalty: 4410.326172
	Iteration 35Q: 3 clusters Score -1084771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1084773.250000 Penalty: 4410.326172
	Iteration 36Q: 3 clusters Score -1084773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1084775.500000 Penalty: 4410.326172
	Iteration 37Q: 3 clusters Score -1084776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1084784.250000 Penalty: 4410.326172
	Iteration 38Q: 3 clusters Score -1084784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1084788.250000 Penalty: 4410.326172
	Iteration 39Q: 3 clusters Score -1084788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1084789.875000 Penalty: 4410.326172
	Iteration 40F: 3 clusters Score -1084790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1084794.125000 Penalty: 4410.326172
	Iteration 41Q: 3 clusters Score -1084794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1084797.375000 Penalty: 4410.326172
	Iteration 42Q: 3 clusters Score -1084797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1084796.875000 Penalty: 4410.326172
	Iteration 43Q: 3 clusters Score -1084797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1084797.500000 Penalty: 4410.326172
	Iteration 44Q: 3 clusters Score -1084798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1084797.875000 Penalty: 4410.326172
	Iteration 45Q: 3 clusters Score -1084798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1084797.875000 Penalty: 4410.326172
	Iteration 46F: 3 clusters Score -1084798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -328385.187500 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -328385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -325536.750000 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -325536.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -326117.000000 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -326117 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -326321.500000 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -326321.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -326497.000000 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -326497 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -326694.968750 Penalty: 3849.614258
	Iteration 4F: 3 clusters Score -326695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -326916.000000 Penalty: 3849.614258
	Iteration 5F: 3 clusters Score -326916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -327121.125000 Penalty: 3849.614258
	Iteration 6F: 3 clusters Score -327121.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -327391.812500 Penalty: 3849.614258
	Iteration 7F: 3 clusters Score -327391.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -327663.250000 Penalty: 3849.614258
	Iteration 8F: 3 clusters Score -327663.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -327825.281250 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -327825.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -327903.312500 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -327903.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -327950.562500 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -327950.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -327976.281250 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -327976.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -327987.343750 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -327987.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -327993.375000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -327993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -328000.718750 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -328000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -328008.625000 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -328008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -328013.812500 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -328013.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -328014.875000 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -328014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -328015.781250 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -328015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -328017.562500 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -328017.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Entering Unmasked Estep 
Score: -1223611.250000 Penalty: 2258.062500
	Iteration 0F: 2 clusters Score -1223611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1216572.875000 Penalty: 4516.125000
	Iteration 0F: 3 clusters Score -1216573 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1218673.000000 Penalty: 4516.125000
	Iteration 1F: 3 clusters Score -1218673 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1219204.500000 Penalty: 4516.125000
	Iteration 2F: 3 clusters Score -1219204 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1219661.375000 Penalty: 4516.125000
	Iteration 3F: 3 clusters Score -1219661 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1220061.625000 Penalty: 4516.125000
	Iteration 4F: 3 clusters Score -1220062 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1220353.250000 Penalty: 4516.125000
	Iteration 5F: 3 clusters Score -1220353 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1220562.750000 Penalty: 4516.125000
	Iteration 6Q: 3 clusters Score -1220563 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1220744.750000 Penalty: 4516.125000
	Iteration 7Q: 3 clusters Score -1220745 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1220908.500000 Penalty: 4516.125000
	Iteration 8Q: 3 clusters Score -1220908 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1221025.500000 Penalty: 4516.125000
	Iteration 9Q: 3 clusters Score -1221026 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1221110.625000 Penalty: 4516.125000
	Iteration 10Q: 3 clusters Score -1221111 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1221169.500000 Penalty: 4516.125000
	Iteration 11Q: 3 clusters Score -1221170 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1221223.625000 Penalty: 4516.125000
	Iteration 12Q: 3 clusters Score -1221224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1221262.500000 Penalty: 4516.125000
	Iteration 13Q: 3 clusters Score -1221262 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1221312.875000 Penalty: 4516.125000
	Iteration 14Q: 3 clusters Score -1221313 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1221370.875000 Penalty: 4516.125000
	Iteration 15Q: 3 clusters Score -1221371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1221417.000000 Penalty: 4516.125000
	Iteration 16Q: 3 clusters Score -1221417 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1221453.500000 Penalty: 4516.125000
	Iteration 17Q: 3 clusters Score -1221454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1221484.875000 Penalty: 4516.125000
	Iteration 18Q: 3 clusters Score -1221485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1221515.750000 Penalty: 4516.125000
	Iteration 19Q: 3 clusters Score -1221516 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1221546.125000 Penalty: 4516.125000
	Iteration 20F: 3 clusters Score -1221546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1221582.500000 Penalty: 4516.125000
	Iteration 21Q: 3 clusters Score -1221582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1221614.500000 Penalty: 4516.125000
	Iteration 22Q: 3 clusters Score -1221614 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1221643.125000 Penalty: 4516.125000
	Iteration 23Q: 3 clusters Score -1221643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1221672.500000 Penalty: 4516.125000
	Iteration 24Q: 3 clusters Score -1221672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1221712.500000 Penalty: 4516.125000
	Iteration 25Q: 3 clusters Score -1221712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1221753.625000 Penalty: 4516.125000
	Iteration 26Q: 3 clusters Score -1221754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1221802.750000 Penalty: 4516.125000
	Iteration 27Q: 3 clusters Score -1221803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1221855.875000 Penalty: 4516.125000
	Iteration 28Q: 3 clusters Score -1221856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1221901.250000 Penalty: 4516.125000
	Iteration 29Q: 3 clusters Score -1221901 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1221935.625000 Penalty: 4516.125000
	Iteration 30Q: 3 clusters Score -1221936 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1221975.250000 Penalty: 4516.125000
	Iteration 31Q: 3 clusters Score -1221975 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1222016.875000 Penalty: 4516.125000
	Iteration 32Q: 3 clusters Score -1222017 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1222056.125000 Penalty: 4516.125000
	Iteration 33Q: 3 clusters Score -1222056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1222089.875000 Penalty: 4516.125000
	Iteration 34Q: 3 clusters Score -1222090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1222112.250000 Penalty: 4516.125000
	Iteration 35Q: 3 clusters Score -1222112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1222134.625000 Penalty: 4516.125000
	Iteration 36Q: 3 clusters Score -1222135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1222159.375000 Penalty: 4516.125000
	Iteration 37Q: 3 clusters Score -1222159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1222175.000000 Penalty: 4516.125000
	Iteration 38Q: 3 clusters Score -1222175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1222192.500000 Penalty: 4516.125000
	Iteration 39Q: 3 clusters Score -1222192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1222206.000000 Penalty: 4516.125000
	Iteration 40F: 3 clusters Score -1222206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1222218.500000 Penalty: 4516.125000
	Iteration 41Q: 3 clusters Score -1222218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1222224.750000 Penalty: 4516.125000
	Iteration 42Q: 3 clusters Score -1222225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1222233.125000 Penalty: 4516.125000
	Iteration 43Q: 3 clusters Score -1222233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1222244.500000 Penalty: 4516.125000
	Iteration 44Q: 3 clusters Score -1222244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1222251.375000 Penalty: 4516.125000
	Iteration 45Q: 3 clusters Score -1222251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1222260.750000 Penalty: 4516.125000
	Iteration 46Q: 3 clusters Score -1222261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1222265.125000 Penalty: 4516.125000
	Iteration 47Q: 3 clusters Score -1222265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1222267.875000 Penalty: 4516.125000
	Iteration 48Q: 3 clusters Score -1222268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1222274.500000 Penalty: 4516.125000
	Iteration 49Q: 3 clusters Score -1222274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1222278.000000 Penalty: 4516.125000
	Iteration 50Q: 3 clusters Score -1222278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1222283.625000 Penalty: 4516.125000
	Iteration 51Q: 3 clusters Score -1222284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1222291.250000 Penalty: 4516.125000
	Iteration 52Q: 3 clusters Score -1222291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1222297.250000 Penalty: 4516.125000
	Iteration 53Q: 3 clusters Score -1222297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1222302.000000 Penalty: 4516.125000
	Iteration 54Q: 3 clusters Score -1222302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1222309.625000 Penalty: 4516.125000
	Iteration 55Q: 3 clusters Score -1222310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1222314.875000 Penalty: 4516.125000
	Iteration 56Q: 3 clusters Score -1222315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1222324.500000 Penalty: 4516.125000
	Iteration 57Q: 3 clusters Score -1222324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1222326.625000 Penalty: 4516.125000
	Iteration 58Q: 3 clusters Score -1222327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1222329.625000 Penalty: 4516.125000
	Iteration 59Q: 3 clusters Score -1222330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1222331.250000 Penalty: 4516.125000
	Iteration 60F: 3 clusters Score -1222331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1222330.375000 Penalty: 4516.125000
	Iteration 61Q: 3 clusters Score -1222330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1222329.250000 Penalty: 4516.125000
	Iteration 62Q: 3 clusters Score -1222329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1222333.625000 Penalty: 4516.125000
	Iteration 63Q: 3 clusters Score -1222334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1222336.625000 Penalty: 4516.125000
	Iteration 64Q: 3 clusters Score -1222337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1222337.250000 Penalty: 4516.125000
	Iteration 65Q: 3 clusters Score -1222337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1222339.750000 Penalty: 4516.125000
	Iteration 66Q: 3 clusters Score -1222340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1222343.500000 Penalty: 4516.125000
	Iteration 67Q: 3 clusters Score -1222344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1222341.875000 Penalty: 4516.125000
	Iteration 68Q: 3 clusters Score -1222342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1222340.625000 Penalty: 4516.125000
	Iteration 69Q: 3 clusters Score -1222341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1222342.125000 Penalty: 4516.125000
	Iteration 70Q: 3 clusters Score -1222342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1222343.125000 Penalty: 4516.125000
	Iteration 71Q: 3 clusters Score -1222343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1222343.250000 Penalty: 4516.125000
	Iteration 72Q: 3 clusters Score -1222343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1222344.125000 Penalty: 4516.125000
	Iteration 73Q: 3 clusters Score -1222344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1222344.625000 Penalty: 4516.125000
	Iteration 74Q: 3 clusters Score -1222345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1222344.625000 Penalty: 4516.125000
	Iteration 75F: 3 clusters Score -1222345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (54614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Entering Unmasked Estep 
Score: -8180114.500000 Penalty: 2705.195312
	Iteration 0F: 2 clusters Score -8180114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -8143344.000000 Penalty: 5410.390625
	Iteration 0F: 3 clusters Score -8143344 nChanged 25449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -8157700.500000 Penalty: 5410.390625
	Iteration 1F: 3 clusters Score -8157700 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -8158388.000000 Penalty: 5410.390625
	Iteration 2Q: 3 clusters Score -8158388 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -8159352.000000 Penalty: 5410.390625
	Iteration 3Q: 3 clusters Score -8159352 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8160216.500000 Penalty: 5410.390625
	Iteration 4Q: 3 clusters Score -8160216 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8161330.500000 Penalty: 5410.390625
	Iteration 5Q: 3 clusters Score -8161330 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8162721.000000 Penalty: 5410.390625
	Iteration 6Q: 3 clusters Score -8162721 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8164621.000000 Penalty: 5410.390625
	Iteration 7F: 3 clusters Score -8164621 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -8166921.000000 Penalty: 5410.390625
	Iteration 8F: 3 clusters Score -8166921 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -8169121.000000 Penalty: 5410.390625
	Iteration 9F: 3 clusters Score -8169121 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -8170918.000000 Penalty: 5410.390625
	Iteration 10Q: 3 clusters Score -8170918 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -8172283.000000 Penalty: 5410.390625
	Iteration 11Q: 3 clusters Score -8172283 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8173205.500000 Penalty: 5410.390625
	Iteration 12Q: 3 clusters Score -8173206 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -8173955.500000 Penalty: 5410.390625
	Iteration 13Q: 3 clusters Score -8173956 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -8174572.000000 Penalty: 5410.390625
	Iteration 14Q: 3 clusters Score -8174572 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -8175186.500000 Penalty: 5410.390625
	Iteration 15Q: 3 clusters Score -8175186 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8175682.000000 Penalty: 5410.390625
	Iteration 16Q: 3 clusters Score -8175682 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8176135.500000 Penalty: 5410.390625
	Iteration 17Q: 3 clusters Score -8176136 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8176530.500000 Penalty: 5410.390625
	Iteration 18Q: 3 clusters Score -8176530 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8176867.000000 Penalty: 5410.390625
	Iteration 19Q: 3 clusters Score -8176867 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8177117.000000 Penalty: 5410.390625
	Iteration 20F: 3 clusters Score -8177117 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8177354.500000 Penalty: 5410.390625
	Iteration 21Q: 3 clusters Score -8177354 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8177526.000000 Penalty: 5410.390625
	Iteration 22Q: 3 clusters Score -8177526 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8177670.000000 Penalty: 5410.390625
	Iteration 23Q: 3 clusters Score -8177670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8177756.000000 Penalty: 5410.390625
	Iteration 24Q: 3 clusters Score -8177756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8177820.500000 Penalty: 5410.390625
	Iteration 25Q: 3 clusters Score -8177820 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8177863.000000 Penalty: 5410.390625
	Iteration 26Q: 3 clusters Score -8177863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8177906.500000 Penalty: 5410.390625
	Iteration 27Q: 3 clusters Score -8177906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8177937.500000 Penalty: 5410.390625
	Iteration 28Q: 3 clusters Score -8177938 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8177956.500000 Penalty: 5410.390625
	Iteration 29Q: 3 clusters Score -8177956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8177977.500000 Penalty: 5410.390625
	Iteration 30Q: 3 clusters Score -8177978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8178002.500000 Penalty: 5410.390625
	Iteration 31Q: 3 clusters Score -8178002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8178010.500000 Penalty: 5410.390625
	Iteration 32Q: 3 clusters Score -8178010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8178010.000000 Penalty: 5410.390625
	Iteration 33Q: 3 clusters Score -8178010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8178022.000000 Penalty: 5410.390625
	Iteration 34Q: 3 clusters Score -8178022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8178014.000000 Penalty: 5410.390625
	Iteration 35Q: 3 clusters Score -8178014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8178020.000000 Penalty: 5410.390625
	Iteration 36Q: 3 clusters Score -8178020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8178022.000000 Penalty: 5410.390625
	Iteration 37Q: 3 clusters Score -8178022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8178024.000000 Penalty: 5410.390625
	Iteration 38Q: 3 clusters Score -8178024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8178024.500000 Penalty: 5410.390625
	Iteration 39Q: 3 clusters Score -8178024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8178033.000000 Penalty: 5410.390625
	Iteration 40F: 3 clusters Score -8178033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8178042.000000 Penalty: 5410.390625
	Iteration 41Q: 3 clusters Score -8178042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8178045.500000 Penalty: 5410.390625
	Iteration 42Q: 3 clusters Score -8178046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8178034.000000 Penalty: 5410.390625
	Iteration 43Q: 3 clusters Score -8178034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8178040.500000 Penalty: 5410.390625
	Iteration 44Q: 3 clusters Score -8178040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8178046.000000 Penalty: 5410.390625
	Iteration 45Q: 3 clusters Score -8178046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8178040.000000 Penalty: 5410.390625
	Iteration 46Q: 3 clusters Score -8178040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8178042.000000 Penalty: 5410.390625
	Iteration 47Q: 3 clusters Score -8178042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8178046.000000 Penalty: 5410.390625
	Iteration 48Q: 3 clusters Score -8178046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8178048.000000 Penalty: 5410.390625
	Iteration 49Q: 3 clusters Score -8178048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8178058.000000 Penalty: 5410.390625
	Iteration 50Q: 3 clusters Score -8178058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53510 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8178057.500000 Penalty: 5410.390625
	Iteration 51Q: 3 clusters Score -8178058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8178047.500000 Penalty: 5410.390625
	Iteration 52Q: 3 clusters Score -8178048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8178050.500000 Penalty: 5410.390625
	Iteration 53Q: 3 clusters Score -8178050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8178054.000000 Penalty: 5410.390625
	Iteration 54Q: 3 clusters Score -8178054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8178049.500000 Penalty: 5410.390625
	Iteration 55Q: 3 clusters Score -8178050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8178052.500000 Penalty: 5410.390625
	Iteration 56Q: 3 clusters Score -8178052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8178050.000000 Penalty: 5410.390625
	Iteration 57Q: 3 clusters Score -8178050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8178062.500000 Penalty: 5410.390625
	Iteration 58Q: 3 clusters Score -8178062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8178060.500000 Penalty: 5410.390625
	Iteration 59Q: 3 clusters Score -8178060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8178056.000000 Penalty: 5410.390625
	Iteration 60F: 3 clusters Score -8178056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Entering Unmasked Estep 
Score: -1971108.500000 Penalty: 2355.037842
	Iteration 0F: 2 clusters Score -1971108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1961377.750000 Penalty: 4710.075684
	Iteration 0F: 3 clusters Score -1961378 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1964334.250000 Penalty: 4710.075684
	Iteration 1F: 3 clusters Score -1964334 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1964692.000000 Penalty: 4710.075684
	Iteration 2F: 3 clusters Score -1964692 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1964968.750000 Penalty: 4710.075684
	Iteration 3Q: 3 clusters Score -1964969 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1965202.250000 Penalty: 4710.075684
	Iteration 4Q: 3 clusters Score -1965202 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1965489.375000 Penalty: 4710.075684
	Iteration 5Q: 3 clusters Score -1965489 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1965776.250000 Penalty: 4710.075684
	Iteration 6Q: 3 clusters Score -1965776 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1966049.875000 Penalty: 4710.075684
	Iteration 7Q: 3 clusters Score -1966050 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1966299.125000 Penalty: 4710.075684
	Iteration 8Q: 3 clusters Score -1966299 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1966566.375000 Penalty: 4710.075684
	Iteration 9Q: 3 clusters Score -1966566 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1966818.500000 Penalty: 4710.075684
	Iteration 10Q: 3 clusters Score -1966818 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1967022.500000 Penalty: 4710.075684
	Iteration 11Q: 3 clusters Score -1967022 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1967235.250000 Penalty: 4710.075684
	Iteration 12Q: 3 clusters Score -1967235 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1967424.750000 Penalty: 4710.075684
	Iteration 13Q: 3 clusters Score -1967425 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1967595.375000 Penalty: 4710.075684
	Iteration 14Q: 3 clusters Score -1967595 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1967759.375000 Penalty: 4710.075684
	Iteration 15Q: 3 clusters Score -1967759 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1967923.000000 Penalty: 4710.075684
	Iteration 16Q: 3 clusters Score -1967923 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1968094.000000 Penalty: 4710.075684
	Iteration 17Q: 3 clusters Score -1968094 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1968283.500000 Penalty: 4710.075684
	Iteration 18Q: 3 clusters Score -1968284 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1968463.625000 Penalty: 4710.075684
	Iteration 19Q: 3 clusters Score -1968464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1968622.625000 Penalty: 4710.075684
	Iteration 20F: 3 clusters Score -1968623 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1968729.000000 Penalty: 4710.075684
	Iteration 21Q: 3 clusters Score -1968729 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1968823.875000 Penalty: 4710.075684
	Iteration 22Q: 3 clusters Score -1968824 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1968887.250000 Penalty: 4710.075684
	Iteration 23Q: 3 clusters Score -1968887 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1968958.500000 Penalty: 4710.075684
	Iteration 24Q: 3 clusters Score -1968958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1969025.125000 Penalty: 4710.075684
	Iteration 25Q: 3 clusters Score -1969025 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1969051.625000 Penalty: 4710.075684
	Iteration 26Q: 3 clusters Score -1969052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1969095.750000 Penalty: 4710.075684
	Iteration 27Q: 3 clusters Score -1969096 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1969121.375000 Penalty: 4710.075684
	Iteration 28Q: 3 clusters Score -1969121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1969144.125000 Penalty: 4710.075684
	Iteration 29Q: 3 clusters Score -1969144 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1969164.875000 Penalty: 4710.075684
	Iteration 30Q: 3 clusters Score -1969165 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1969176.750000 Penalty: 4710.075684
	Iteration 31Q: 3 clusters Score -1969177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1969185.375000 Penalty: 4710.075684
	Iteration 32Q: 3 clusters Score -1969185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1969198.875000 Penalty: 4710.075684
	Iteration 33Q: 3 clusters Score -1969199 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1969214.000000 Penalty: 4710.075684
	Iteration 34Q: 3 clusters Score -1969214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1969223.500000 Penalty: 4710.075684
	Iteration 35Q: 3 clusters Score -1969224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1969224.250000 Penalty: 4710.075684
	Iteration 36Q: 3 clusters Score -1969224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1969234.500000 Penalty: 4710.075684
	Iteration 37Q: 3 clusters Score -1969234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1969237.375000 Penalty: 4710.075684
	Iteration 38Q: 3 clusters Score -1969237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1969239.750000 Penalty: 4710.075684
	Iteration 39Q: 3 clusters Score -1969240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1969242.625000 Penalty: 4710.075684
	Iteration 40F: 3 clusters Score -1969243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1969239.375000 Penalty: 4710.075684
	Iteration 41Q: 3 clusters Score -1969239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1969244.000000 Penalty: 4710.075684
	Iteration 42Q: 3 clusters Score -1969244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1969244.500000 Penalty: 4710.075684
	Iteration 43Q: 3 clusters Score -1969244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1969241.000000 Penalty: 4710.075684
	Iteration 44Q: 3 clusters Score -1969241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1969244.875000 Penalty: 4710.075684
	Iteration 45Q: 3 clusters Score -1969245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1969251.125000 Penalty: 4710.075684
	Iteration 46Q: 3 clusters Score -1969251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1969248.250000 Penalty: 4710.075684
	Iteration 47Q: 3 clusters Score -1969248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1969250.625000 Penalty: 4710.075684
	Iteration 48Q: 3 clusters Score -1969251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1969254.000000 Penalty: 4710.075684
	Iteration 49Q: 3 clusters Score -1969254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1969255.375000 Penalty: 4710.075684
	Iteration 50Q: 3 clusters Score -1969255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1969255.875000 Penalty: 4710.075684
	Iteration 51Q: 3 clusters Score -1969256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1969254.125000 Penalty: 4710.075684
	Iteration 52Q: 3 clusters Score -1969254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1969256.875000 Penalty: 4710.075684
	Iteration 53Q: 3 clusters Score -1969257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1969256.625000 Penalty: 4710.075684
	Iteration 54Q: 3 clusters Score -1969257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1969257.875000 Penalty: 4710.075684
	Iteration 55Q: 3 clusters Score -1969258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1969258.375000 Penalty: 4710.075684
	Iteration 56Q: 3 clusters Score -1969258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1969256.625000 Penalty: 4710.075684
	Iteration 57Q: 3 clusters Score -1969257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1969256.125000 Penalty: 4710.075684
	Iteration 58Q: 3 clusters Score -1969256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1969256.375000 Penalty: 4710.075684
	Iteration 59Q: 3 clusters Score -1969256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1969258.500000 Penalty: 4710.075684
	Iteration 60F: 3 clusters Score -1969258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1969259.500000 Penalty: 4710.075684
	Iteration 61Q: 3 clusters Score -1969260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1969259.875000 Penalty: 4710.075684
	Iteration 62Q: 3 clusters Score -1969260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1969259.875000 Penalty: 4710.075684
	Iteration 63F: 3 clusters Score -1969260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97440 members 
Entering Unmasked Estep 
Score: -14635745.000000 Penalty: 2848.773926
	Iteration 0F: 2 clusters Score -1.463574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -14570551.000000 Penalty: 5697.547852
	Iteration 0F: 3 clusters Score -1.457055e+07 nChanged 46205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -14596862.000000 Penalty: 5697.547852
	Iteration 1F: 3 clusters Score -1.459686e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -14597663.000000 Penalty: 5697.547852
	Iteration 2Q: 3 clusters Score -1.459766e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -14598633.000000 Penalty: 5697.547852
	Iteration 3Q: 3 clusters Score -1.459863e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -14599983.000000 Penalty: 5697.547852
	Iteration 4Q: 3 clusters Score -1.459998e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -14601795.000000 Penalty: 5697.547852
	Iteration 5Q: 3 clusters Score -1.46018e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60411 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -14604283.000000 Penalty: 5697.547852
	Iteration 6F: 3 clusters Score -1.460428e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65782 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -14608010.000000 Penalty: 5697.547852
	Iteration 7F: 3 clusters Score -1.460801e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -14613258.000000 Penalty: 5697.547852
	Iteration 8F: 3 clusters Score -1.461326e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78963 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -14619189.000000 Penalty: 5697.547852
	Iteration 9F: 3 clusters Score -1.461919e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -14624085.000000 Penalty: 5697.547852
	Iteration 10F: 3 clusters Score -1.462408e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -14627370.000000 Penalty: 5697.547852
	Iteration 11Q: 3 clusters Score -1.462737e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -14629343.000000 Penalty: 5697.547852
	Iteration 12Q: 3 clusters Score -1.462934e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91480 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -14630466.000000 Penalty: 5697.547852
	Iteration 13Q: 3 clusters Score -1.463047e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92566 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -14631248.000000 Penalty: 5697.547852
	Iteration 14Q: 3 clusters Score -1.463125e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -14631745.000000 Penalty: 5697.547852
	Iteration 15Q: 3 clusters Score -1.463174e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -14632099.000000 Penalty: 5697.547852
	Iteration 16Q: 3 clusters Score -1.46321e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -14632406.000000 Penalty: 5697.547852
	Iteration 17Q: 3 clusters Score -1.463241e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94799 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14632623.000000 Penalty: 5697.547852
	Iteration 18Q: 3 clusters Score -1.463262e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -14632774.000000 Penalty: 5697.547852
	Iteration 19Q: 3 clusters Score -1.463277e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14632907.000000 Penalty: 5697.547852
	Iteration 20F: 3 clusters Score -1.463291e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -14632961.000000 Penalty: 5697.547852
	Iteration 21Q: 3 clusters Score -1.463296e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -14633023.000000 Penalty: 5697.547852
	Iteration 22Q: 3 clusters Score -1.463302e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -14633130.000000 Penalty: 5697.547852
	Iteration 23Q: 3 clusters Score -1.463313e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14633161.000000 Penalty: 5697.547852
	Iteration 24Q: 3 clusters Score -1.463316e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95967 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -14633193.000000 Penalty: 5697.547852
	Iteration 25Q: 3 clusters Score -1.463319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -14633226.000000 Penalty: 5697.547852
	Iteration 26Q: 3 clusters Score -1.463323e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14633213.000000 Penalty: 5697.547852
	Iteration 27Q: 3 clusters Score -1.463321e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -14633244.000000 Penalty: 5697.547852
	Iteration 28Q: 3 clusters Score -1.463324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -14633254.000000 Penalty: 5697.547852
	Iteration 29Q: 3 clusters Score -1.463325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96188 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -14633283.000000 Penalty: 5697.547852
	Iteration 30Q: 3 clusters Score -1.463328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -14633304.000000 Penalty: 5697.547852
	Iteration 31Q: 3 clusters Score -1.46333e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -14633320.000000 Penalty: 5697.547852
	Iteration 32Q: 3 clusters Score -1.463332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96244 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -14633326.000000 Penalty: 5697.547852
	Iteration 33Q: 3 clusters Score -1.463333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -14633349.000000 Penalty: 5697.547852
	Iteration 34Q: 3 clusters Score -1.463335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14633356.000000 Penalty: 5697.547852
	Iteration 35Q: 3 clusters Score -1.463336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14633365.000000 Penalty: 5697.547852
	Iteration 36Q: 3 clusters Score -1.463336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14633372.000000 Penalty: 5697.547852
	Iteration 37Q: 3 clusters Score -1.463337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14633367.000000 Penalty: 5697.547852
	Iteration 38Q: 3 clusters Score -1.463337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14633358.000000 Penalty: 5697.547852
	Iteration 39Q: 3 clusters Score -1.463336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14633366.000000 Penalty: 5697.547852
	Iteration 40F: 3 clusters Score -1.463337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96304 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14633372.000000 Penalty: 5697.547852
	Iteration 41Q: 3 clusters Score -1.463337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96307 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -14633359.000000 Penalty: 5697.547852
	Iteration 42Q: 3 clusters Score -1.463336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96308 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14633357.000000 Penalty: 5697.547852
	Iteration 43Q: 3 clusters Score -1.463336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14633356.000000 Penalty: 5697.547852
	Iteration 44Q: 3 clusters Score -1.463336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14633365.000000 Penalty: 5697.547852
	Iteration 45Q: 3 clusters Score -1.463336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14633377.000000 Penalty: 5697.547852
	Iteration 46Q: 3 clusters Score -1.463338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -14633383.000000 Penalty: 5697.547852
	Iteration 47Q: 3 clusters Score -1.463338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -14633385.000000 Penalty: 5697.547852
	Iteration 48Q: 3 clusters Score -1.463338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -14633400.000000 Penalty: 5697.547852
	Iteration 49Q: 3 clusters Score -1.46334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96364 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -14633392.000000 Penalty: 5697.547852
	Iteration 50Q: 3 clusters Score -1.463339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -14633392.000000 Penalty: 5697.547852
	Iteration 51Q: 3 clusters Score -1.463339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96369 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -14633404.000000 Penalty: 5697.547852
	Iteration 52Q: 3 clusters Score -1.46334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -14633410.000000 Penalty: 5697.547852
	Iteration 53Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96377 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -14633409.000000 Penalty: 5697.547852
	Iteration 54Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96381 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14633413.000000 Penalty: 5697.547852
	Iteration 55Q: 3 clusters Score -1.463341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96384 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -14633409.000000 Penalty: 5697.547852
	Iteration 56Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14633408.000000 Penalty: 5697.547852
	Iteration 57Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14633407.000000 Penalty: 5697.547852
	Iteration 58Q: 3 clusters Score -1.463341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96395 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14633412.000000 Penalty: 5697.547852
	Iteration 59Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14633409.000000 Penalty: 5697.547852
	Iteration 60F: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96403 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -14633419.000000 Penalty: 5697.547852
	Iteration 61Q: 3 clusters Score -1.463342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96408 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14633422.000000 Penalty: 5697.547852
	Iteration 62Q: 3 clusters Score -1.463342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -14633411.000000 Penalty: 5697.547852
	Iteration 63Q: 3 clusters Score -1.463341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -14633423.000000 Penalty: 5697.547852
	Iteration 64Q: 3 clusters Score -1.463342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96418 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14633422.000000 Penalty: 5697.547852
	Iteration 65Q: 3 clusters Score -1.463342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -14633427.000000 Penalty: 5697.547852
	Iteration 66Q: 3 clusters Score -1.463343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -14633424.000000 Penalty: 5697.547852
	Iteration 67Q: 3 clusters Score -1.463342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -14633427.000000 Penalty: 5697.547852
	Iteration 68Q: 3 clusters Score -1.463343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -14633427.000000 Penalty: 5697.547852
	Iteration 69F: 3 clusters Score -1.463343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72318.500000 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72318.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72532.320312 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72532.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72657.609375 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -72657.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72746.468750 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72746.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72804.398438 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72804.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72830.046875 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72830.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72837.679688 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72837.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72854.226562 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -72854.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72862.789062 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -72862.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72867.710938 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -72867.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72867.710938 Penalty: 3121.535889
	Iteration 10F: 3 clusters Score -72867.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -901313.000000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -901313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -896076.125000 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -896076.1 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -897537.500000 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -897537.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -897929.562500 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -897929.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -898302.437500 Penalty: 4333.298828
	Iteration 3F: 3 clusters Score -898302.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -898730.375000 Penalty: 4333.298828
	Iteration 4F: 3 clusters Score -898730.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -899108.375000 Penalty: 4333.298828
	Iteration 5F: 3 clusters Score -899108.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -899386.125000 Penalty: 4333.298828
	Iteration 6F: 3 clusters Score -899386.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -899560.187500 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -899560.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -899672.812500 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -899672.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -899743.562500 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -899743.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -899781.562500 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -899781.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -899806.125000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -899806.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -899831.750000 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -899831.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -899844.812500 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -899844.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -899846.875000 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -899846.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -899851.937500 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -899851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -899857.062500 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -899857.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -899861.750000 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -899861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -899863.937500 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -899863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -899863.312500 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -899863.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -899863.750000 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -899863.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -899865.812500 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -899865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -899867.312500 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -899867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -899869.125000 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -899869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -899869.562500 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -899869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -899872.000000 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -899872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -899872.500000 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -899872.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -899874.000000 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -899874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -899874.312500 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -899874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -899874.312500 Penalty: 4333.298828
	Iteration 29F: 3 clusters Score -899874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Entering Unmasked Estep 
Score: -800697.000000 Penalty: 2141.518066
	Iteration 0F: 2 clusters Score -800697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -795789.562500 Penalty: 4283.036133
	Iteration 0F: 3 clusters Score -795789.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -797073.000000 Penalty: 4283.036133
	Iteration 1F: 3 clusters Score -797073 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -797323.375000 Penalty: 4283.036133
	Iteration 2F: 3 clusters Score -797323.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -797473.937500 Penalty: 4283.036133
	Iteration 3Q: 3 clusters Score -797473.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -797587.812500 Penalty: 4283.036133
	Iteration 4Q: 3 clusters Score -797587.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -797679.062500 Penalty: 4283.036133
	Iteration 5Q: 3 clusters Score -797679.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -797768.625000 Penalty: 4283.036133
	Iteration 6Q: 3 clusters Score -797768.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -797836.375000 Penalty: 4283.036133
	Iteration 7Q: 3 clusters Score -797836.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -797894.687500 Penalty: 4283.036133
	Iteration 8Q: 3 clusters Score -797894.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -797939.875000 Penalty: 4283.036133
	Iteration 9Q: 3 clusters Score -797939.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -797980.062500 Penalty: 4283.036133
	Iteration 10Q: 3 clusters Score -797980.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -798016.187500 Penalty: 4283.036133
	Iteration 11Q: 3 clusters Score -798016.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -798052.000000 Penalty: 4283.036133
	Iteration 12Q: 3 clusters Score -798052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -798090.000000 Penalty: 4283.036133
	Iteration 13Q: 3 clusters Score -798090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -798120.437500 Penalty: 4283.036133
	Iteration 14Q: 3 clusters Score -798120.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -798142.625000 Penalty: 4283.036133
	Iteration 15Q: 3 clusters Score -798142.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -798161.125000 Penalty: 4283.036133
	Iteration 16Q: 3 clusters Score -798161.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -798180.750000 Penalty: 4283.036133
	Iteration 17Q: 3 clusters Score -798180.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -798195.125000 Penalty: 4283.036133
	Iteration 18Q: 3 clusters Score -798195.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -798207.625000 Penalty: 4283.036133
	Iteration 19Q: 3 clusters Score -798207.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -798223.937500 Penalty: 4283.036133
	Iteration 20F: 3 clusters Score -798223.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -798236.750000 Penalty: 4283.036133
	Iteration 21Q: 3 clusters Score -798236.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -798246.375000 Penalty: 4283.036133
	Iteration 22Q: 3 clusters Score -798246.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -798257.750000 Penalty: 4283.036133
	Iteration 23Q: 3 clusters Score -798257.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -798268.000000 Penalty: 4283.036133
	Iteration 24Q: 3 clusters Score -798268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -798274.750000 Penalty: 4283.036133
	Iteration 25Q: 3 clusters Score -798274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -798278.937500 Penalty: 4283.036133
	Iteration 26Q: 3 clusters Score -798278.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -798285.875000 Penalty: 4283.036133
	Iteration 27Q: 3 clusters Score -798285.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -798291.750000 Penalty: 4283.036133
	Iteration 28Q: 3 clusters Score -798291.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -798296.812500 Penalty: 4283.036133
	Iteration 29Q: 3 clusters Score -798296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -798303.562500 Penalty: 4283.036133
	Iteration 30Q: 3 clusters Score -798303.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -798306.562500 Penalty: 4283.036133
	Iteration 31Q: 3 clusters Score -798306.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -798312.312500 Penalty: 4283.036133
	Iteration 32Q: 3 clusters Score -798312.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -798318.500000 Penalty: 4283.036133
	Iteration 33Q: 3 clusters Score -798318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -798322.250000 Penalty: 4283.036133
	Iteration 34Q: 3 clusters Score -798322.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -798328.500000 Penalty: 4283.036133
	Iteration 35Q: 3 clusters Score -798328.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -798333.562500 Penalty: 4283.036133
	Iteration 36Q: 3 clusters Score -798333.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -798342.375000 Penalty: 4283.036133
	Iteration 37Q: 3 clusters Score -798342.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -798351.312500 Penalty: 4283.036133
	Iteration 38Q: 3 clusters Score -798351.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -798360.937500 Penalty: 4283.036133
	Iteration 39Q: 3 clusters Score -798360.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -798371.062500 Penalty: 4283.036133
	Iteration 40F: 3 clusters Score -798371.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -798380.750000 Penalty: 4283.036133
	Iteration 41Q: 3 clusters Score -798380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -798385.312500 Penalty: 4283.036133
	Iteration 42Q: 3 clusters Score -798385.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -798392.687500 Penalty: 4283.036133
	Iteration 43Q: 3 clusters Score -798392.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -798403.250000 Penalty: 4283.036133
	Iteration 44Q: 3 clusters Score -798403.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -798408.875000 Penalty: 4283.036133
	Iteration 45Q: 3 clusters Score -798408.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -798414.062500 Penalty: 4283.036133
	Iteration 46Q: 3 clusters Score -798414.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -798418.500000 Penalty: 4283.036133
	Iteration 47Q: 3 clusters Score -798418.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -798421.937500 Penalty: 4283.036133
	Iteration 48Q: 3 clusters Score -798421.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -798431.062500 Penalty: 4283.036133
	Iteration 49Q: 3 clusters Score -798431.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -798440.937500 Penalty: 4283.036133
	Iteration 50Q: 3 clusters Score -798440.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -798450.625000 Penalty: 4283.036133
	Iteration 51Q: 3 clusters Score -798450.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -798457.750000 Penalty: 4283.036133
	Iteration 52Q: 3 clusters Score -798457.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -798471.187500 Penalty: 4283.036133
	Iteration 53Q: 3 clusters Score -798471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -798479.062500 Penalty: 4283.036133
	Iteration 54Q: 3 clusters Score -798479.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -798488.125000 Penalty: 4283.036133
	Iteration 55Q: 3 clusters Score -798488.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -798493.937500 Penalty: 4283.036133
	Iteration 56Q: 3 clusters Score -798493.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -798498.437500 Penalty: 4283.036133
	Iteration 57Q: 3 clusters Score -798498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -798504.125000 Penalty: 4283.036133
	Iteration 58Q: 3 clusters Score -798504.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -798512.000000 Penalty: 4283.036133
	Iteration 59Q: 3 clusters Score -798512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -798518.125000 Penalty: 4283.036133
	Iteration 60F: 3 clusters Score -798518.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -798530.750000 Penalty: 4283.036133
	Iteration 61Q: 3 clusters Score -798530.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -798543.187500 Penalty: 4283.036133
	Iteration 62Q: 3 clusters Score -798543.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -798551.937500 Penalty: 4283.036133
	Iteration 63Q: 3 clusters Score -798551.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -798563.187500 Penalty: 4283.036133
	Iteration 64Q: 3 clusters Score -798563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -798577.375000 Penalty: 4283.036133
	Iteration 65Q: 3 clusters Score -798577.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -798595.125000 Penalty: 4283.036133
	Iteration 66Q: 3 clusters Score -798595.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -798612.250000 Penalty: 4283.036133
	Iteration 67Q: 3 clusters Score -798612.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -798637.250000 Penalty: 4283.036133
	Iteration 68Q: 3 clusters Score -798637.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -798669.750000 Penalty: 4283.036133
	Iteration 69Q: 3 clusters Score -798669.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -798717.937500 Penalty: 4283.036133
	Iteration 70Q: 3 clusters Score -798717.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -798764.625000 Penalty: 4283.036133
	Iteration 71Q: 3 clusters Score -798764.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -798830.625000 Penalty: 4283.036133
	Iteration 72Q: 3 clusters Score -798830.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -798887.125000 Penalty: 4283.036133
	Iteration 73Q: 3 clusters Score -798887.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -798942.312500 Penalty: 4283.036133
	Iteration 74Q: 3 clusters Score -798942.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -799000.125000 Penalty: 4283.036133
	Iteration 75Q: 3 clusters Score -799000.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -799057.875000 Penalty: 4283.036133
	Iteration 76Q: 3 clusters Score -799057.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -799113.937500 Penalty: 4283.036133
	Iteration 77Q: 3 clusters Score -799113.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -799157.187500 Penalty: 4283.036133
	Iteration 78Q: 3 clusters Score -799157.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -799183.437500 Penalty: 4283.036133
	Iteration 79Q: 3 clusters Score -799183.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -799196.000000 Penalty: 4283.036133
	Iteration 80F: 3 clusters Score -799196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -799205.437500 Penalty: 4283.036133
	Iteration 81Q: 3 clusters Score -799205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -799214.437500 Penalty: 4283.036133
	Iteration 82Q: 3 clusters Score -799214.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -799226.187500 Penalty: 4283.036133
	Iteration 83Q: 3 clusters Score -799226.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -799231.750000 Penalty: 4283.036133
	Iteration 84Q: 3 clusters Score -799231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -799243.437500 Penalty: 4283.036133
	Iteration 85Q: 3 clusters Score -799243.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -799249.500000 Penalty: 4283.036133
	Iteration 86Q: 3 clusters Score -799249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -799254.187500 Penalty: 4283.036133
	Iteration 87Q: 3 clusters Score -799254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -799257.062500 Penalty: 4283.036133
	Iteration 88Q: 3 clusters Score -799257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -799258.812500 Penalty: 4283.036133
	Iteration 89Q: 3 clusters Score -799258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -799257.625000 Penalty: 4283.036133
	Iteration 90Q: 3 clusters Score -799257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -799258.625000 Penalty: 4283.036133
	Iteration 91Q: 3 clusters Score -799258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -799258.937500 Penalty: 4283.036133
	Iteration 92Q: 3 clusters Score -799258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -799258.937500 Penalty: 4283.036133
	Iteration 93F: 3 clusters Score -799258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12486.150391 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12486.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12550.773438 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12550.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12560.483398 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12560.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12560.483398 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -12560.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Entering Unmasked Estep 
Score: -11943968.000000 Penalty: 2800.132324
	Iteration 0F: 2 clusters Score -1.194397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -11890746.000000 Penalty: 5600.264648
	Iteration 0F: 3 clusters Score -1.189075e+07 nChanged 37563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -11911971.000000 Penalty: 5600.264648
	Iteration 1F: 3 clusters Score -1.191197e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -11912868.000000 Penalty: 5600.264648
	Iteration 2Q: 3 clusters Score -1.191287e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -11913836.000000 Penalty: 5600.264648
	Iteration 3Q: 3 clusters Score -1.191384e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -11915007.000000 Penalty: 5600.264648
	Iteration 4Q: 3 clusters Score -1.191501e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -11916543.000000 Penalty: 5600.264648
	Iteration 5Q: 3 clusters Score -1.191654e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -11918491.000000 Penalty: 5600.264648
	Iteration 6Q: 3 clusters Score -1.191849e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -11920924.000000 Penalty: 5600.264648
	Iteration 7F: 3 clusters Score -1.192092e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57130 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -11924135.000000 Penalty: 5600.264648
	Iteration 8F: 3 clusters Score -1.192414e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61652 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -11927917.000000 Penalty: 5600.264648
	Iteration 9F: 3 clusters Score -1.192792e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -11931998.000000 Penalty: 5600.264648
	Iteration 10F: 3 clusters Score -1.1932e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -11935758.000000 Penalty: 5600.264648
	Iteration 11F: 3 clusters Score -1.193576e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -11938229.000000 Penalty: 5600.264648
	Iteration 12Q: 3 clusters Score -1.193823e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -11939918.000000 Penalty: 5600.264648
	Iteration 13Q: 3 clusters Score -1.193992e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -11941018.000000 Penalty: 5600.264648
	Iteration 14Q: 3 clusters Score -1.194102e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11941737.000000 Penalty: 5600.264648
	Iteration 15Q: 3 clusters Score -1.194174e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11942251.000000 Penalty: 5600.264648
	Iteration 16Q: 3 clusters Score -1.194225e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11942569.000000 Penalty: 5600.264648
	Iteration 17Q: 3 clusters Score -1.194257e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -11942757.000000 Penalty: 5600.264648
	Iteration 18Q: 3 clusters Score -1.194276e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11942835.000000 Penalty: 5600.264648
	Iteration 19Q: 3 clusters Score -1.194284e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78954 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11942850.000000 Penalty: 5600.264648
	Iteration 20F: 3 clusters Score -1.194285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11942854.000000 Penalty: 5600.264648
	Iteration 21Q: 3 clusters Score -1.194285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11942878.000000 Penalty: 5600.264648
	Iteration 22Q: 3 clusters Score -1.194288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -11942886.000000 Penalty: 5600.264648
	Iteration 23Q: 3 clusters Score -1.194289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -11942895.000000 Penalty: 5600.264648
	Iteration 24Q: 3 clusters Score -1.19429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -11942884.000000 Penalty: 5600.264648
	Iteration 25Q: 3 clusters Score -1.194288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79024 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11942895.000000 Penalty: 5600.264648
	Iteration 26Q: 3 clusters Score -1.19429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -11942905.000000 Penalty: 5600.264648
	Iteration 27Q: 3 clusters Score -1.19429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11942906.000000 Penalty: 5600.264648
	Iteration 28Q: 3 clusters Score -1.194291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11942909.000000 Penalty: 5600.264648
	Iteration 29Q: 3 clusters Score -1.194291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79025 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11942910.000000 Penalty: 5600.264648
	Iteration 30Q: 3 clusters Score -1.194291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11942913.000000 Penalty: 5600.264648
	Iteration 31Q: 3 clusters Score -1.194291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -11942913.000000 Penalty: 5600.264648
	Iteration 32F: 3 clusters Score -1.194291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -413081.093750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -413081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -409954.187500 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -409954.2 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -410621.250000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -410621.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -410887.031250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -410887 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -411105.125000 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -411105.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -411342.468750 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -411342.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -411674.468750 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -411674.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -411964.281250 Penalty: 3940.819580
	Iteration 6F: 3 clusters Score -411964.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -412188.937500 Penalty: 3940.819580
	Iteration 7F: 3 clusters Score -412188.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -412350.593750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -412350.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -412459.906250 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -412459.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412540.968750 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -412541 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -412603.843750 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -412603.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -412648.250000 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -412648.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -412670.531250 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -412670.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -412682.625000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -412682.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -412687.156250 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -412687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412690.031250 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -412690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -412691.156250 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -412691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412692.687500 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -412692.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -412692.687500 Penalty: 3940.819580
	Iteration 19F: 3 clusters Score -412692.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -664350.937500 Penalty: 2125.729980
	Iteration 0F: 2 clusters Score -664350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -659687.750000 Penalty: 4251.459961
	Iteration 0F: 3 clusters Score -659687.8 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -661044.625000 Penalty: 4251.459961
	Iteration 1F: 3 clusters Score -661044.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -661533.250000 Penalty: 4251.459961
	Iteration 2F: 3 clusters Score -661533.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -661958.312500 Penalty: 4251.459961
	Iteration 3F: 3 clusters Score -661958.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -662352.750000 Penalty: 4251.459961
	Iteration 4F: 3 clusters Score -662352.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -662635.875000 Penalty: 4251.459961
	Iteration 5F: 3 clusters Score -662635.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -662856.562500 Penalty: 4251.459961
	Iteration 6Q: 3 clusters Score -662856.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -663050.562500 Penalty: 4251.459961
	Iteration 7Q: 3 clusters Score -663050.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -663168.937500 Penalty: 4251.459961
	Iteration 8Q: 3 clusters Score -663168.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -663235.125000 Penalty: 4251.459961
	Iteration 9Q: 3 clusters Score -663235.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -663285.875000 Penalty: 4251.459961
	Iteration 10Q: 3 clusters Score -663285.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -663313.937500 Penalty: 4251.459961
	Iteration 11Q: 3 clusters Score -663313.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -663329.187500 Penalty: 4251.459961
	Iteration 12Q: 3 clusters Score -663329.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -663336.437500 Penalty: 4251.459961
	Iteration 13Q: 3 clusters Score -663336.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -663344.062500 Penalty: 4251.459961
	Iteration 14Q: 3 clusters Score -663344.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -663350.250000 Penalty: 4251.459961
	Iteration 15Q: 3 clusters Score -663350.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -663354.125000 Penalty: 4251.459961
	Iteration 16Q: 3 clusters Score -663354.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -663360.812500 Penalty: 4251.459961
	Iteration 17Q: 3 clusters Score -663360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -663365.562500 Penalty: 4251.459961
	Iteration 18Q: 3 clusters Score -663365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -663367.312500 Penalty: 4251.459961
	Iteration 19Q: 3 clusters Score -663367.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -663367.187500 Penalty: 4251.459961
	Iteration 20F: 3 clusters Score -663367.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -663371.062500 Penalty: 4251.459961
	Iteration 21Q: 3 clusters Score -663371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -663372.625000 Penalty: 4251.459961
	Iteration 22Q: 3 clusters Score -663372.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -663375.062500 Penalty: 4251.459961
	Iteration 23Q: 3 clusters Score -663375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -663376.312500 Penalty: 4251.459961
	Iteration 24Q: 3 clusters Score -663376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -663376.312500 Penalty: 4251.459961
	Iteration 25F: 3 clusters Score -663376.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -468715.656250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -468715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -465324.625000 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -465324.6 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -466016.625000 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -466016.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -466279.812500 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -466279.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -466486.625000 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -466486.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -466661.375000 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -466661.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -466798.031250 Penalty: 3993.939209
	Iteration 5F: 3 clusters Score -466798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -466908.343750 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -466908.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -466985.250000 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -466985.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -467050.218750 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -467050.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -467095.875000 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -467095.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -467124.125000 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -467124.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -467141.593750 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -467141.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -467153.750000 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -467153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -467159.437500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -467159.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -467166.468750 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -467166.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -467169.812500 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -467169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -467171.125000 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -467171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -467172.218750 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -467172.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -467172.218750 Penalty: 3993.939209
	Iteration 18F: 3 clusters Score -467172.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Entering Unmasked Estep 
Score: -4135426.250000 Penalty: 2554.877930
	Iteration 0F: 2 clusters Score -4135426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4115078.250000 Penalty: 5109.755859
	Iteration 0F: 3 clusters Score -4115078 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4122747.500000 Penalty: 5109.755859
	Iteration 1F: 3 clusters Score -4122748 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -4123766.750000 Penalty: 5109.755859
	Iteration 2F: 3 clusters Score -4123767 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -4124977.750000 Penalty: 5109.755859
	Iteration 3F: 3 clusters Score -4124978 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4126258.000000 Penalty: 5109.755859
	Iteration 4F: 3 clusters Score -4126258 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -4127484.500000 Penalty: 5109.755859
	Iteration 5F: 3 clusters Score -4127484 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4128514.750000 Penalty: 5109.755859
	Iteration 6F: 3 clusters Score -4128515 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -4129280.250000 Penalty: 5109.755859
	Iteration 7Q: 3 clusters Score -4129280 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4129844.750000 Penalty: 5109.755859
	Iteration 8Q: 3 clusters Score -4129845 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4130313.500000 Penalty: 5109.755859
	Iteration 9Q: 3 clusters Score -4130314 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -4130745.500000 Penalty: 5109.755859
	Iteration 10Q: 3 clusters Score -4130746 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4131078.250000 Penalty: 5109.755859
	Iteration 11Q: 3 clusters Score -4131078 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4131305.750000 Penalty: 5109.755859
	Iteration 12Q: 3 clusters Score -4131306 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4131525.000000 Penalty: 5109.755859
	Iteration 13Q: 3 clusters Score -4131525 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -4131715.750000 Penalty: 5109.755859
	Iteration 14Q: 3 clusters Score -4131716 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4131875.500000 Penalty: 5109.755859
	Iteration 15Q: 3 clusters Score -4131876 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4131994.000000 Penalty: 5109.755859
	Iteration 16Q: 3 clusters Score -4131994 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4132139.000000 Penalty: 5109.755859
	Iteration 17Q: 3 clusters Score -4132139 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4132226.000000 Penalty: 5109.755859
	Iteration 18Q: 3 clusters Score -4132226 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4132328.750000 Penalty: 5109.755859
	Iteration 19Q: 3 clusters Score -4132329 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4132420.500000 Penalty: 5109.755859
	Iteration 20F: 3 clusters Score -4132420 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -4132500.000000 Penalty: 5109.755859
	Iteration 21Q: 3 clusters Score -4132500 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4132567.250000 Penalty: 5109.755859
	Iteration 22Q: 3 clusters Score -4132567 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4132648.250000 Penalty: 5109.755859
	Iteration 23Q: 3 clusters Score -4132648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4132699.250000 Penalty: 5109.755859
	Iteration 24Q: 3 clusters Score -4132699 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -4132775.000000 Penalty: 5109.755859
	Iteration 25Q: 3 clusters Score -4132775 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -4132814.000000 Penalty: 5109.755859
	Iteration 26Q: 3 clusters Score -4132814 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4132859.000000 Penalty: 5109.755859
	Iteration 27Q: 3 clusters Score -4132859 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -4132908.250000 Penalty: 5109.755859
	Iteration 28Q: 3 clusters Score -4132908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4132934.500000 Penalty: 5109.755859
	Iteration 29Q: 3 clusters Score -4132934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4132978.250000 Penalty: 5109.755859
	Iteration 30Q: 3 clusters Score -4132978 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4133014.500000 Penalty: 5109.755859
	Iteration 31Q: 3 clusters Score -4133014 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4133070.250000 Penalty: 5109.755859
	Iteration 32Q: 3 clusters Score -4133070 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4133135.000000 Penalty: 5109.755859
	Iteration 33Q: 3 clusters Score -4133135 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4133213.500000 Penalty: 5109.755859
	Iteration 34Q: 3 clusters Score -4133214 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -4133287.000000 Penalty: 5109.755859
	Iteration 35Q: 3 clusters Score -4133287 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -4133359.000000 Penalty: 5109.755859
	Iteration 36Q: 3 clusters Score -4133359 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4133439.000000 Penalty: 5109.755859
	Iteration 37Q: 3 clusters Score -4133439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -4133500.500000 Penalty: 5109.755859
	Iteration 38Q: 3 clusters Score -4133500 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -4133578.750000 Penalty: 5109.755859
	Iteration 39Q: 3 clusters Score -4133579 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -4133631.750000 Penalty: 5109.755859
	Iteration 40F: 3 clusters Score -4133632 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -4133691.000000 Penalty: 5109.755859
	Iteration 41Q: 3 clusters Score -4133691 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -4133728.250000 Penalty: 5109.755859
	Iteration 42Q: 3 clusters Score -4133728 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -4133766.000000 Penalty: 5109.755859
	Iteration 43Q: 3 clusters Score -4133766 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -4133809.250000 Penalty: 5109.755859
	Iteration 44Q: 3 clusters Score -4133809 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4133848.500000 Penalty: 5109.755859
	Iteration 45Q: 3 clusters Score -4133848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -4133888.750000 Penalty: 5109.755859
	Iteration 46Q: 3 clusters Score -4133889 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4133936.750000 Penalty: 5109.755859
	Iteration 47Q: 3 clusters Score -4133937 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4133980.750000 Penalty: 5109.755859
	Iteration 48Q: 3 clusters Score -4133981 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -4134002.250000 Penalty: 5109.755859
	Iteration 49Q: 3 clusters Score -4134002 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4134040.500000 Penalty: 5109.755859
	Iteration 50Q: 3 clusters Score -4134040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -4134076.750000 Penalty: 5109.755859
	Iteration 51Q: 3 clusters Score -4134077 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4134103.500000 Penalty: 5109.755859
	Iteration 52Q: 3 clusters Score -4134104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4134143.500000 Penalty: 5109.755859
	Iteration 53Q: 3 clusters Score -4134144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -4134164.750000 Penalty: 5109.755859
	Iteration 54Q: 3 clusters Score -4134165 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4134184.000000 Penalty: 5109.755859
	Iteration 55Q: 3 clusters Score -4134184 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -4134218.250000 Penalty: 5109.755859
	Iteration 56Q: 3 clusters Score -4134218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4134256.000000 Penalty: 5109.755859
	Iteration 57Q: 3 clusters Score -4134256 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4134273.500000 Penalty: 5109.755859
	Iteration 58Q: 3 clusters Score -4134274 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4134287.750000 Penalty: 5109.755859
	Iteration 59Q: 3 clusters Score -4134288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4134296.500000 Penalty: 5109.755859
	Iteration 60F: 3 clusters Score -4134296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4134321.250000 Penalty: 5109.755859
	Iteration 61Q: 3 clusters Score -4134321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4134339.500000 Penalty: 5109.755859
	Iteration 62Q: 3 clusters Score -4134340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4134356.250000 Penalty: 5109.755859
	Iteration 63Q: 3 clusters Score -4134356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -4134359.000000 Penalty: 5109.755859
	Iteration 64Q: 3 clusters Score -4134359 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4134358.000000 Penalty: 5109.755859
	Iteration 65Q: 3 clusters Score -4134358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4134380.750000 Penalty: 5109.755859
	Iteration 66Q: 3 clusters Score -4134381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4134381.250000 Penalty: 5109.755859
	Iteration 67Q: 3 clusters Score -4134381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4134388.500000 Penalty: 5109.755859
	Iteration 68Q: 3 clusters Score -4134388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -4134399.750000 Penalty: 5109.755859
	Iteration 69Q: 3 clusters Score -4134400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4134390.250000 Penalty: 5109.755859
	Iteration 70Q: 3 clusters Score -4134390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4134394.000000 Penalty: 5109.755859
	Iteration 71Q: 3 clusters Score -4134394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4134403.250000 Penalty: 5109.755859
	Iteration 72Q: 3 clusters Score -4134403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4134400.000000 Penalty: 5109.755859
	Iteration 73Q: 3 clusters Score -4134400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -4134390.750000 Penalty: 5109.755859
	Iteration 74Q: 3 clusters Score -4134391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4134395.000000 Penalty: 5109.755859
	Iteration 75Q: 3 clusters Score -4134395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -4134406.000000 Penalty: 5109.755859
	Iteration 76Q: 3 clusters Score -4134406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4134403.750000 Penalty: 5109.755859
	Iteration 77Q: 3 clusters Score -4134404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -4134413.750000 Penalty: 5109.755859
	Iteration 78Q: 3 clusters Score -4134414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4134422.250000 Penalty: 5109.755859
	Iteration 79Q: 3 clusters Score -4134422 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -4134429.000000 Penalty: 5109.755859
	Iteration 80F: 3 clusters Score -4134429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4134433.250000 Penalty: 5109.755859
	Iteration 81Q: 3 clusters Score -4134433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4134432.000000 Penalty: 5109.755859
	Iteration 82Q: 3 clusters Score -4134432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -4134438.000000 Penalty: 5109.755859
	Iteration 83Q: 3 clusters Score -4134438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4134441.500000 Penalty: 5109.755859
	Iteration 84Q: 3 clusters Score -4134442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4134441.250000 Penalty: 5109.755859
	Iteration 85Q: 3 clusters Score -4134441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -4134444.000000 Penalty: 5109.755859
	Iteration 86Q: 3 clusters Score -4134444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -4134436.500000 Penalty: 5109.755859
	Iteration 87Q: 3 clusters Score -4134436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -4134444.000000 Penalty: 5109.755859
	Iteration 88Q: 3 clusters Score -4134444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4134443.000000 Penalty: 5109.755859
	Iteration 89Q: 3 clusters Score -4134443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4134445.750000 Penalty: 5109.755859
	Iteration 90Q: 3 clusters Score -4134446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -4134448.250000 Penalty: 5109.755859
	Iteration 91Q: 3 clusters Score -4134448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4134450.500000 Penalty: 5109.755859
	Iteration 92Q: 3 clusters Score -4134450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4134456.500000 Penalty: 5109.755859
	Iteration 93Q: 3 clusters Score -4134456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -4134462.250000 Penalty: 5109.755859
	Iteration 94Q: 3 clusters Score -4134462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -4134457.250000 Penalty: 5109.755859
	Iteration 95Q: 3 clusters Score -4134457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -4134454.000000 Penalty: 5109.755859
	Iteration 96Q: 3 clusters Score -4134454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -4134453.750000 Penalty: 5109.755859
	Iteration 97Q: 3 clusters Score -4134454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4134461.750000 Penalty: 5109.755859
	Iteration 98Q: 3 clusters Score -4134462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -4134465.250000 Penalty: 5109.755859
	Iteration 99Q: 3 clusters Score -4134465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4134454.250000 Penalty: 5109.755859
	Iteration 100F: 3 clusters Score -4134454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -4134461.500000 Penalty: 5109.755859
	Iteration 101Q: 3 clusters Score -4134462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4134457.500000 Penalty: 5109.755859
	Iteration 102Q: 3 clusters Score -4134458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4134457.250000 Penalty: 5109.755859
	Iteration 103Q: 3 clusters Score -4134457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4134459.000000 Penalty: 5109.755859
	Iteration 104Q: 3 clusters Score -4134459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4134460.750000 Penalty: 5109.755859
	Iteration 105Q: 3 clusters Score -4134461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -4134456.750000 Penalty: 5109.755859
	Iteration 106Q: 3 clusters Score -4134457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4134458.500000 Penalty: 5109.755859
	Iteration 107Q: 3 clusters Score -4134458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4134466.250000 Penalty: 5109.755859
	Iteration 108Q: 3 clusters Score -4134466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4134466.500000 Penalty: 5109.755859
	Iteration 109Q: 3 clusters Score -4134466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4134464.250000 Penalty: 5109.755859
	Iteration 110Q: 3 clusters Score -4134464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -4134467.500000 Penalty: 5109.755859
	Iteration 111Q: 3 clusters Score -4134468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4134473.000000 Penalty: 5109.755859
	Iteration 112Q: 3 clusters Score -4134473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4134475.250000 Penalty: 5109.755859
	Iteration 113Q: 3 clusters Score -4134475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4134472.000000 Penalty: 5109.755859
	Iteration 114Q: 3 clusters Score -4134472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4134474.500000 Penalty: 5109.755859
	Iteration 115Q: 3 clusters Score -4134474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4134474.750000 Penalty: 5109.755859
	Iteration 116Q: 3 clusters Score -4134475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4134477.500000 Penalty: 5109.755859
	Iteration 117Q: 3 clusters Score -4134478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -4134478.250000 Penalty: 5109.755859
	Iteration 118Q: 3 clusters Score -4134478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4134479.750000 Penalty: 5109.755859
	Iteration 119Q: 3 clusters Score -4134480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4134483.000000 Penalty: 5109.755859
	Iteration 120F: 3 clusters Score -4134483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -4134478.750000 Penalty: 5109.755859
	Iteration 121Q: 3 clusters Score -4134479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4134470.250000 Penalty: 5109.755859
	Iteration 122Q: 3 clusters Score -4134470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4134476.500000 Penalty: 5109.755859
	Iteration 123Q: 3 clusters Score -4134476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -4134476.500000 Penalty: 5109.755859
	Iteration 124Q: 3 clusters Score -4134476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4134472.500000 Penalty: 5109.755859
	Iteration 125Q: 3 clusters Score -4134472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4134482.000000 Penalty: 5109.755859
	Iteration 126Q: 3 clusters Score -4134482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4134481.250000 Penalty: 5109.755859
	Iteration 127Q: 3 clusters Score -4134481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -4134485.000000 Penalty: 5109.755859
	Iteration 128Q: 3 clusters Score -4134485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -4134484.750000 Penalty: 5109.755859
	Iteration 129Q: 3 clusters Score -4134485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -4134477.750000 Penalty: 5109.755859
	Iteration 130Q: 3 clusters Score -4134478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4134474.000000 Penalty: 5109.755859
	Iteration 131Q: 3 clusters Score -4134474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4134473.250000 Penalty: 5109.755859
	Iteration 132Q: 3 clusters Score -4134473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4134475.000000 Penalty: 5109.755859
	Iteration 133Q: 3 clusters Score -4134475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4134484.500000 Penalty: 5109.755859
	Iteration 134Q: 3 clusters Score -4134484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -4134480.750000 Penalty: 5109.755859
	Iteration 135Q: 3 clusters Score -4134481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -4134488.250000 Penalty: 5109.755859
	Iteration 136Q: 3 clusters Score -4134488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4134488.750000 Penalty: 5109.755859
	Iteration 137Q: 3 clusters Score -4134489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4134491.500000 Penalty: 5109.755859
	Iteration 138Q: 3 clusters Score -4134492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4134491.500000 Penalty: 5109.755859
	Iteration 139Q: 3 clusters Score -4134492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4134499.750000 Penalty: 5109.755859
	Iteration 140F: 3 clusters Score -4134500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4134494.000000 Penalty: 5109.755859
	Iteration 141Q: 3 clusters Score -4134494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4134502.750000 Penalty: 5109.755859
	Iteration 142Q: 3 clusters Score -4134503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -4134503.750000 Penalty: 5109.755859
	Iteration 143Q: 3 clusters Score -4134504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4134500.000000 Penalty: 5109.755859
	Iteration 144Q: 3 clusters Score -4134500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4134499.000000 Penalty: 5109.755859
	Iteration 145Q: 3 clusters Score -4134499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -4134503.000000 Penalty: 5109.755859
	Iteration 146Q: 3 clusters Score -4134503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -4134507.250000 Penalty: 5109.755859
	Iteration 147Q: 3 clusters Score -4134507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4134502.750000 Penalty: 5109.755859
	Iteration 148Q: 3 clusters Score -4134503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -4134505.750000 Penalty: 5109.755859
	Iteration 149Q: 3 clusters Score -4134506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -4134502.250000 Penalty: 5109.755859
	Iteration 150Q: 3 clusters Score -4134502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4134498.250000 Penalty: 5109.755859
	Iteration 151Q: 3 clusters Score -4134498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4134498.750000 Penalty: 5109.755859
	Iteration 152Q: 3 clusters Score -4134499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4134494.500000 Penalty: 5109.755859
	Iteration 153Q: 3 clusters Score -4134494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4134494.500000 Penalty: 5109.755859
	Iteration 154F: 3 clusters Score -4134494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -1609579.875000 Penalty: 2307.869141
	Iteration 0F: 2 clusters Score -1609580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1601187.500000 Penalty: 4615.738281
	Iteration 0F: 3 clusters Score -1601188 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1603687.875000 Penalty: 4615.738281
	Iteration 1F: 3 clusters Score -1603688 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1604051.250000 Penalty: 4615.738281
	Iteration 2F: 3 clusters Score -1604051 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1604346.625000 Penalty: 4615.738281
	Iteration 3F: 3 clusters Score -1604347 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1604605.375000 Penalty: 4615.738281
	Iteration 4Q: 3 clusters Score -1604605 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1604863.125000 Penalty: 4615.738281
	Iteration 5Q: 3 clusters Score -1604863 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1605117.500000 Penalty: 4615.738281
	Iteration 6Q: 3 clusters Score -1605118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1605378.125000 Penalty: 4615.738281
	Iteration 7Q: 3 clusters Score -1605378 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1605678.750000 Penalty: 4615.738281
	Iteration 8Q: 3 clusters Score -1605679 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1605988.625000 Penalty: 4615.738281
	Iteration 9Q: 3 clusters Score -1605989 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1606299.625000 Penalty: 4615.738281
	Iteration 10Q: 3 clusters Score -1606300 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1606601.875000 Penalty: 4615.738281
	Iteration 11Q: 3 clusters Score -1606602 nChanged 344
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: -1606869.000000 Penalty: 4615.738281
	Iteration 12Q: 3 clusters Score -1606869 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1607091.875000 Penalty: 4615.738281
	Iteration 13Q: 3 clusters Score -1607092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1607233.125000 Penalty: 4615.738281
	Iteration 14Q: 3 clusters Score -1607233 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1607341.500000 Penalty: 4615.738281
	Iteration 15Q: 3 clusters Score -1607342 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1607420.125000 Penalty: 4615.738281
	Iteration 16Q: 3 clusters Score -1607420 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1607481.125000 Penalty: 4615.738281
	Iteration 17Q: 3 clusters Score -1607481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1607530.375000 Penalty: 4615.738281
	Iteration 18Q: 3 clusters Score -1607530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1607561.625000 Penalty: 4615.738281
	Iteration 19Q: 3 clusters Score -1607562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1607590.125000 Penalty: 4615.738281
	Iteration 20F: 3 clusters Score -1607590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1607608.500000 Penalty: 4615.738281
	Iteration 21Q: 3 clusters Score -1607608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1607622.000000 Penalty: 4615.738281
	Iteration 22Q: 3 clusters Score -1607622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1607629.875000 Penalty: 4615.738281
	Iteration 23Q: 3 clusters Score -1607630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1607634.000000 Penalty: 4615.738281
	Iteration 24Q: 3 clusters Score -1607634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1607636.375000 Penalty: 4615.738281
	Iteration 25Q: 3 clusters Score -1607636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1607637.125000 Penalty: 4615.738281
	Iteration 26Q: 3 clusters Score -1607637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1607640.375000 Penalty: 4615.738281
	Iteration 27Q: 3 clusters Score -1607640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1607641.125000 Penalty: 4615.738281
	Iteration 28Q: 3 clusters Score -1607641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1607641.125000 Penalty: 4615.738281
	Iteration 29F: 3 clusters Score -1607641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -289240.937500 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -289240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286550.000000 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -286550 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287061.531250 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -287061.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -287240.281250 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -287240.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287425.656250 Penalty: 3786.151367
	Iteration 3F: 3 clusters Score -287425.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -287612.687500 Penalty: 3786.151367
	Iteration 4F: 3 clusters Score -287612.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287756.468750 Penalty: 3786.151367
	Iteration 5F: 3 clusters Score -287756.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -287859.718750 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -287859.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -287939.218750 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -287939.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -287989.343750 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -287989.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288017.250000 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -288017.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -288033.937500 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -288033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -288046.687500 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -288046.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288065.718750 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -288065.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -288082.187500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -288082.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -288089.812500 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -288089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288093.687500 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -288093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -288095.437500 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -288095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -288096.000000 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -288096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -288097.187500 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -288097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -288101.281250 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -288101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -288106.125000 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -288106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -288111.406250 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -288111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -288111.562500 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -288111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288113.812500 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -288113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288113.812500 Penalty: 3786.151367
	Iteration 24F: 3 clusters Score -288113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (98423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Entering Unmasked Estep 
Score: -14554810.000000 Penalty: 2851.263428
	Iteration 0F: 2 clusters Score -1.455481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -14489425.000000 Penalty: 5702.526855
	Iteration 0F: 3 clusters Score -1.448942e+07 nChanged 46525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -14516207.000000 Penalty: 5702.526855
	Iteration 1F: 3 clusters Score -1.451621e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -14517378.000000 Penalty: 5702.526855
	Iteration 2Q: 3 clusters Score -1.451738e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -14518857.000000 Penalty: 5702.526855
	Iteration 3Q: 3 clusters Score -1.451886e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -14520692.000000 Penalty: 5702.526855
	Iteration 4Q: 3 clusters Score -1.452069e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -14522897.000000 Penalty: 5702.526855
	Iteration 5F: 3 clusters Score -1.45229e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -14525646.000000 Penalty: 5702.526855
	Iteration 6F: 3 clusters Score -1.452565e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -14528528.000000 Penalty: 5702.526855
	Iteration 7F: 3 clusters Score -1.452853e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -14530894.000000 Penalty: 5702.526855
	Iteration 8F: 3 clusters Score -1.453089e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -14532763.000000 Penalty: 5702.526855
	Iteration 9Q: 3 clusters Score -1.453276e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -14534338.000000 Penalty: 5702.526855
	Iteration 10Q: 3 clusters Score -1.453434e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -14535588.000000 Penalty: 5702.526855
	Iteration 11Q: 3 clusters Score -1.453559e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -14536770.000000 Penalty: 5702.526855
	Iteration 12Q: 3 clusters Score -1.453677e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -14537992.000000 Penalty: 5702.526855
	Iteration 13Q: 3 clusters Score -1.453799e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -14539097.000000 Penalty: 5702.526855
	Iteration 14Q: 3 clusters Score -1.45391e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -14539886.000000 Penalty: 5702.526855
	Iteration 15Q: 3 clusters Score -1.453989e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 59303 members 
Entering Unmasked Estep 
Score: -14540434.000000 Penalty: 5702.526855
	Iteration 16Q: 3 clusters Score -1.454043e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -14540781.000000 Penalty: 5702.526855
	Iteration 17Q: 3 clusters Score -1.454078e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -14540957.000000 Penalty: 5702.526855
	Iteration 18Q: 3 clusters Score -1.454096e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -14541270.000000 Penalty: 5702.526855
	Iteration 19Q: 3 clusters Score -1.454127e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 62825 members 
Entering Unmasked Estep 
Score: -14541380.000000 Penalty: 5702.526855
	Iteration 20F: 3 clusters Score -1.454138e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -14541590.000000 Penalty: 5702.526855
	Iteration 21Q: 3 clusters Score -1.454159e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -14541753.000000 Penalty: 5702.526855
	Iteration 22Q: 3 clusters Score -1.454175e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -14541896.000000 Penalty: 5702.526855
	Iteration 23Q: 3 clusters Score -1.45419e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -14542006.000000 Penalty: 5702.526855
	Iteration 24Q: 3 clusters Score -1.454201e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -14542242.000000 Penalty: 5702.526855
	Iteration 25Q: 3 clusters Score -1.454224e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -14542496.000000 Penalty: 5702.526855
	Iteration 26Q: 3 clusters Score -1.45425e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -14542743.000000 Penalty: 5702.526855
	Iteration 27Q: 3 clusters Score -1.454274e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -14542960.000000 Penalty: 5702.526855
	Iteration 28Q: 3 clusters Score -1.454296e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -14543266.000000 Penalty: 5702.526855
	Iteration 29Q: 3 clusters Score -1.454327e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -14543584.000000 Penalty: 5702.526855
	Iteration 30Q: 3 clusters Score -1.454358e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -14543898.000000 Penalty: 5702.526855
	Iteration 31Q: 3 clusters Score -1.45439e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -14544311.000000 Penalty: 5702.526855
	Iteration 32Q: 3 clusters Score -1.454431e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 77284 members 
Entering Unmasked Estep 
Score: -14544701.000000 Penalty: 5702.526855
	Iteration 33Q: 3 clusters Score -1.45447e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -14545125.000000 Penalty: 5702.526855
	Iteration 34Q: 3 clusters Score -1.454512e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -14545521.000000 Penalty: 5702.526855
	Iteration 35Q: 3 clusters Score -1.454552e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -14545958.000000 Penalty: 5702.526855
	Iteration 36Q: 3 clusters Score -1.454596e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -14546446.000000 Penalty: 5702.526855
	Iteration 37Q: 3 clusters Score -1.454645e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -14546919.000000 Penalty: 5702.526855
	Iteration 38Q: 3 clusters Score -1.454692e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -14547363.000000 Penalty: 5702.526855
	Iteration 39Q: 3 clusters Score -1.454736e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -14547808.000000 Penalty: 5702.526855
	Iteration 40F: 3 clusters Score -1.454781e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -14548368.000000 Penalty: 5702.526855
	Iteration 41Q: 3 clusters Score -1.454837e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 88892 members 
Entering Unmasked Estep 
Score: -14548886.000000 Penalty: 5702.526855
	Iteration 42Q: 3 clusters Score -1.454889e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -14549399.000000 Penalty: 5702.526855
	Iteration 43Q: 3 clusters Score -1.45494e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -14549886.000000 Penalty: 5702.526855
	Iteration 44Q: 3 clusters Score -1.454989e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 91946 members 
Entering Unmasked Estep 
Score: -14550277.000000 Penalty: 5702.526855
	Iteration 45Q: 3 clusters Score -1.455028e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 92747 members 
Entering Unmasked Estep 
Score: -14550747.000000 Penalty: 5702.526855
	Iteration 46Q: 3 clusters Score -1.455075e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -14551129.000000 Penalty: 5702.526855
	Iteration 47Q: 3 clusters Score -1.455113e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 94059 members 
Entering Unmasked Estep 
Score: -14551364.000000 Penalty: 5702.526855
	Iteration 48Q: 3 clusters Score -1.455136e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -14551599.000000 Penalty: 5702.526855
	Iteration 49Q: 3 clusters Score -1.45516e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 94986 members 
Entering Unmasked Estep 
Score: -14551846.000000 Penalty: 5702.526855
	Iteration 50Q: 3 clusters Score -1.455185e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -14551977.000000 Penalty: 5702.526855
	Iteration 51Q: 3 clusters Score -1.455198e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 95661 members 
Entering Unmasked Estep 
Score: -14552098.000000 Penalty: 5702.526855
	Iteration 52Q: 3 clusters Score -1.45521e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 95928 members 
Entering Unmasked Estep 
Score: -14552215.000000 Penalty: 5702.526855
	Iteration 53Q: 3 clusters Score -1.455222e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -14552335.000000 Penalty: 5702.526855
	Iteration 54Q: 3 clusters Score -1.455234e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -14552437.000000 Penalty: 5702.526855
	Iteration 55Q: 3 clusters Score -1.455244e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -14552590.000000 Penalty: 5702.526855
	Iteration 56Q: 3 clusters Score -1.455259e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -14552685.000000 Penalty: 5702.526855
	Iteration 57Q: 3 clusters Score -1.455268e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -14552730.000000 Penalty: 5702.526855
	Iteration 58Q: 3 clusters Score -1.455273e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -14552774.000000 Penalty: 5702.526855
	Iteration 59Q: 3 clusters Score -1.455277e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -14552814.000000 Penalty: 5702.526855
	Iteration 60F: 3 clusters Score -1.455281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -14552834.000000 Penalty: 5702.526855
	Iteration 61Q: 3 clusters Score -1.455283e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 96915 members 
Entering Unmasked Estep 
Score: -14552857.000000 Penalty: 5702.526855
	Iteration 62Q: 3 clusters Score -1.455286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 96946 members 
Entering Unmasked Estep 
Score: -14552882.000000 Penalty: 5702.526855
	Iteration 63Q: 3 clusters Score -1.455288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -14552874.000000 Penalty: 5702.526855
	Iteration 64Q: 3 clusters Score -1.455287e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 97001 members 
Entering Unmasked Estep 
Score: -14552894.000000 Penalty: 5702.526855
	Iteration 65Q: 3 clusters Score -1.455289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 97022 members 
Entering Unmasked Estep 
Score: -14552922.000000 Penalty: 5702.526855
	Iteration 66Q: 3 clusters Score -1.455292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -14552935.000000 Penalty: 5702.526855
	Iteration 67Q: 3 clusters Score -1.455294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -14552971.000000 Penalty: 5702.526855
	Iteration 68Q: 3 clusters Score -1.455297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -14552975.000000 Penalty: 5702.526855
	Iteration 69Q: 3 clusters Score -1.455298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 97080 members 
Entering Unmasked Estep 
Score: -14552972.000000 Penalty: 5702.526855
	Iteration 70Q: 3 clusters Score -1.455297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 97089 members 
Entering Unmasked Estep 
Score: -14552970.000000 Penalty: 5702.526855
	Iteration 71Q: 3 clusters Score -1.455297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -14552965.000000 Penalty: 5702.526855
	Iteration 72Q: 3 clusters Score -1.455296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -14552992.000000 Penalty: 5702.526855
	Iteration 73Q: 3 clusters Score -1.455299e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -14552987.000000 Penalty: 5702.526855
	Iteration 74Q: 3 clusters Score -1.455299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 97114 members 
Entering Unmasked Estep 
Score: -14552999.000000 Penalty: 5702.526855
	Iteration 75Q: 3 clusters Score -1.4553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -14553006.000000 Penalty: 5702.526855
	Iteration 76Q: 3 clusters Score -1.455301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -14553015.000000 Penalty: 5702.526855
	Iteration 77Q: 3 clusters Score -1.455302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -14553018.000000 Penalty: 5702.526855
	Iteration 78Q: 3 clusters Score -1.455302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -14553026.000000 Penalty: 5702.526855
	Iteration 79Q: 3 clusters Score -1.455303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -14553029.000000 Penalty: 5702.526855
	Iteration 80F: 3 clusters Score -1.455303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -14553026.000000 Penalty: 5702.526855
	Iteration 81Q: 3 clusters Score -1.455303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -14553027.000000 Penalty: 5702.526855
	Iteration 82Q: 3 clusters Score -1.455303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -14553016.000000 Penalty: 5702.526855
	Iteration 83Q: 3 clusters Score -1.455302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -14553016.000000 Penalty: 5702.526855
	Iteration 84F: 3 clusters Score -1.455302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79910.921875 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79910.92 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80116.695312 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80116.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80172.296875 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -80172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80185.507812 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80185.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80189.640625 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80189.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80194.203125 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80208.640625 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80208.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80216.218750 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -80216.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80221.625000 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -80221.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80227.617188 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -80227.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80229.781250 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -80229.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80229.781250 Penalty: 3167.056396
	Iteration 11F: 3 clusters Score -80229.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -21773.058594 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21773.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21822.529297 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21822.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -21834.619141 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21834.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21853.527344 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21853.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21864.421875 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -21864.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21864.421875 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -21864.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97861.289062 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97861.29 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98136.851562 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98136.85 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98220.554688 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98220.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98280.664062 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98280.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98328.976562 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98328.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98353.804688 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98366.875000 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98366.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98374.148438 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98374.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98380.835938 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98380.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -98387.031250 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98387.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98391.382812 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98391.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98401.078125 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98401.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98408.625000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98408.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98416.828125 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98416.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98426.921875 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -98426.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98433.531250 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -98433.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98440.140625 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -98440.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98443.476562 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -98443.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98447.187500 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -98447.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98453.625000 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -98453.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98460.343750 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -98460.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -279103.625000 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -279103.6 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 1040 members 
Entering Unmasked Estep 
Score: -276510.875000 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -276510.9 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -277110.000000 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -277110 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -277313.781250 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -277313.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -277465.031250 Penalty: 3783.261963
	Iteration 3F: 3 clusters Score -277465 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -277560.812500 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -277560.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -277634.156250 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -277634.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -277711.375000 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -277711.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -277769.906250 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -277769.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -277817.750000 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -277817.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -277847.437500 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -277847.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -277873.312500 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -277873.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -277895.500000 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -277895.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -277918.687500 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -277918.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -277933.187500 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -277933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277943.937500 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -277943.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -277950.250000 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -277950.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277957.468750 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -277957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -277960.906250 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -277960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -277961.437500 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -277961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -277961.968750 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -277962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -277966.312500 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -277966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -277968.531250 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -277968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -277969.812500 Penalty: 3783.261963
	Iteration 22Q: 3 clusters Score -277969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -277971.031250 Penalty: 3783.261963
	Iteration 23Q: 3 clusters Score -277971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -277971.937500 Penalty: 3783.261963
	Iteration 24Q: 3 clusters Score -277971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -277973.687500 Penalty: 3783.261963
	Iteration 25Q: 3 clusters Score -277973.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -277975.281250 Penalty: 3783.261963
	Iteration 26Q: 3 clusters Score -277975.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -277981.625000 Penalty: 3783.261963
	Iteration 27Q: 3 clusters Score -277981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277986.656250 Penalty: 3783.261963
	Iteration 28Q: 3 clusters Score -277986.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -277989.718750 Penalty: 3783.261963
	Iteration 29Q: 3 clusters Score -277989.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -277995.406250 Penalty: 3783.261963
	Iteration 30Q: 3 clusters Score -277995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -278001.562500 Penalty: 3783.261963
	Iteration 31Q: 3 clusters Score -278001.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -278004.406250 Penalty: 3783.261963
	Iteration 32Q: 3 clusters Score -278004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -278007.843750 Penalty: 3783.261963
	Iteration 33Q: 3 clusters Score -278007.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -278013.187500 Penalty: 3783.261963
	Iteration 34Q: 3 clusters Score -278013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -278016.250000 Penalty: 3783.261963
	Iteration 35Q: 3 clusters Score -278016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278017.968750 Penalty: 3783.261963
	Iteration 36Q: 3 clusters Score -278018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -278021.781250 Penalty: 3783.261963
	Iteration 37Q: 3 clusters Score -278021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -278023.437500 Penalty: 3783.261963
	Iteration 38Q: 3 clusters Score -278023.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -278023.437500 Penalty: 3783.261963
	Iteration 39F: 3 clusters Score -278023.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Entering Unmasked Estep 
Score: -3143345.000000 Penalty: 2471.985107
	Iteration 0F: 2 clusters Score -3143345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3128467.500000 Penalty: 4943.970215
	Iteration 0F: 3 clusters Score -3128468 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3133853.000000 Penalty: 4943.970215
	Iteration 1F: 3 clusters Score -3133853 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3134529.500000 Penalty: 4943.970215
	Iteration 2F: 3 clusters Score -3134530 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3135208.250000 Penalty: 4943.970215
	Iteration 3F: 3 clusters Score -3135208 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3135992.000000 Penalty: 4943.970215
	Iteration 4F: 3 clusters Score -3135992 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3136880.500000 Penalty: 4943.970215
	Iteration 5F: 3 clusters Score -3136880 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3137741.250000 Penalty: 4943.970215
	Iteration 6F: 3 clusters Score -3137741 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3138456.500000 Penalty: 4943.970215
	Iteration 7F: 3 clusters Score -3138456 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3139096.000000 Penalty: 4943.970215
	Iteration 8Q: 3 clusters Score -3139096 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3139600.750000 Penalty: 4943.970215
	Iteration 9Q: 3 clusters Score -3139601 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3139996.000000 Penalty: 4943.970215
	Iteration 10Q: 3 clusters Score -3139996 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3140340.500000 Penalty: 4943.970215
	Iteration 11Q: 3 clusters Score -3140340 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -3140578.500000 Penalty: 4943.970215
	Iteration 12Q: 3 clusters Score -3140578 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3140758.500000 Penalty: 4943.970215
	Iteration 13Q: 3 clusters Score -3140758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3140911.000000 Penalty: 4943.970215
	Iteration 14Q: 3 clusters Score -3140911 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3141017.250000 Penalty: 4943.970215
	Iteration 15Q: 3 clusters Score -3141017 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3141081.750000 Penalty: 4943.970215
	Iteration 16Q: 3 clusters Score -3141082 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3141129.250000 Penalty: 4943.970215
	Iteration 17Q: 3 clusters Score -3141129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3141171.250000 Penalty: 4943.970215
	Iteration 18Q: 3 clusters Score -3141171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3141207.000000 Penalty: 4943.970215
	Iteration 19Q: 3 clusters Score -3141207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3141231.250000 Penalty: 4943.970215
	Iteration 20F: 3 clusters Score -3141231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -3141241.500000 Penalty: 4943.970215
	Iteration 21Q: 3 clusters Score -3141242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3141260.000000 Penalty: 4943.970215
	Iteration 22Q: 3 clusters Score -3141260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3141265.000000 Penalty: 4943.970215
	Iteration 23Q: 3 clusters Score -3141265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3141264.750000 Penalty: 4943.970215
	Iteration 24Q: 3 clusters Score -3141265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -3141263.750000 Penalty: 4943.970215
	Iteration 25Q: 3 clusters Score -3141264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3141271.750000 Penalty: 4943.970215
	Iteration 26Q: 3 clusters Score -3141272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -3141268.250000 Penalty: 4943.970215
	Iteration 27Q: 3 clusters Score -3141268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3141276.000000 Penalty: 4943.970215
	Iteration 28Q: 3 clusters Score -3141276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3141281.000000 Penalty: 4943.970215
	Iteration 29Q: 3 clusters Score -3141281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3141281.000000 Penalty: 4943.970215
	Iteration 30Q: 3 clusters Score -3141281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3141287.500000 Penalty: 4943.970215
	Iteration 31Q: 3 clusters Score -3141288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -3141289.000000 Penalty: 4943.970215
	Iteration 32Q: 3 clusters Score -3141289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -3141288.750000 Penalty: 4943.970215
	Iteration 33Q: 3 clusters Score -3141289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3141294.500000 Penalty: 4943.970215
	Iteration 34Q: 3 clusters Score -3141294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3141296.250000 Penalty: 4943.970215
	Iteration 35Q: 3 clusters Score -3141296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3141294.750000 Penalty: 4943.970215
	Iteration 36Q: 3 clusters Score -3141295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3141291.750000 Penalty: 4943.970215
	Iteration 37Q: 3 clusters Score -3141292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3141292.000000 Penalty: 4943.970215
	Iteration 38Q: 3 clusters Score -3141292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3141292.000000 Penalty: 4943.970215
	Iteration 39F: 3 clusters Score -3141292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 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 467 members 
Entering Unmasked Estep 
Score: -117172.898438 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117172.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117600.664062 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117600.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117817.640625 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117817.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118018.101562 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -118018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -118219.695312 Penalty: 3395.028320
	Iteration 4F: 3 clusters Score -118219.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118325.421875 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -118325.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118391.765625 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -118391.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118468.695312 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118468.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118548.765625 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118548.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118574.218750 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118605.468750 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118605.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118640.875000 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118655.687500 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -118655.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118662.085938 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -118662.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118674.320312 Penalty: 3395.028320
	Iteration 14F: 3 clusters Score -118674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118693.273438 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -118693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118699.273438 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -118699.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118709.429688 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -118709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118720.804688 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -118720.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118734.343750 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -118734.3 nChanged 5
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: -118741.664062 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -118741.7 nChanged 4
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: -118748.796875 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -118748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118752.617188 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -118752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118755.859375 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -118755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118756.640625 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -118756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118756.640625 Penalty: 3395.028320
	Iteration 25F: 3 clusters Score -118756.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67206.875000 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67206.88 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67370.023438 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67370.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67408.593750 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67408.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67437.914062 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67437.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67474.578125 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67474.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67500.562500 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67500.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67518.445312 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67518.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67529.507812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -67529.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67539.046875 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -67539.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67544.890625 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -67544.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67545.882812 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -67545.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67548.132812 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -67548.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67548.703125 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -67548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67553.796875 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -67553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67553.796875 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -67553.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36407 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 14658 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32017 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60268 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19429 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 54614 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80086 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29790 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98423 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21326 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072528.000000 Penalty: 168590.921875
Iteration 359Q: 51 clusters Score -1.150725e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36408 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18591 members 
Mstep: Class 9 contains 14597 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32019 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60268 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54662 members 
Mstep: Class 30 contains 13308 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80085 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29788 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98431 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072640.000000 Penalty: 168590.921875
Iteration 360F: 51 clusters Score -1.150726e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 14537 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32020 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60267 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5524 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7272 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54706 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80086 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29786 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98442 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072640.000000 Penalty: 168590.921875
Iteration 361Q: 51 clusters Score -1.150726e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36411 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 14482 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32022 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60269 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7273 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54742 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80086 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29785 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98454 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072696.000000 Penalty: 168590.921875
Iteration 362Q: 51 clusters Score -1.150727e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36411 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18592 members 
Mstep: Class 9 contains 14424 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32023 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60270 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7274 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54783 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80086 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29788 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98464 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072736.000000 Penalty: 168590.921875
Iteration 363Q: 51 clusters Score -1.150727e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36410 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 14378 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32025 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60272 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54814 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97440 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98470 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072808.000000 Penalty: 168590.921875
Iteration 364Q: 51 clusters Score -1.150728e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 14330 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32027 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60274 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54848 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97439 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80090 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29790 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98482 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072888.000000 Penalty: 168590.921875
Iteration 365Q: 51 clusters Score -1.150729e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 14287 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9773 members 
Mstep: Class 15 contains 60272 members 
Mstep: Class 16 contains 9670 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54883 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97438 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80091 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29789 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98494 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072848.000000 Penalty: 168590.921875
Iteration 366Q: 51 clusters Score -1.150728e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18597 members 
Mstep: Class 9 contains 14248 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 60275 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54918 members 
Mstep: Class 30 contains 13309 members 
Mstep: Class 31 contains 97437 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80093 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29786 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98501 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072864.000000 Penalty: 168590.921875
Iteration 367Q: 51 clusters Score -1.150729e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36408 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18598 members 
Mstep: Class 9 contains 14191 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 60278 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 54973 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80092 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29784 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98511 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072888.000000 Penalty: 168590.921875
Iteration 368Q: 51 clusters Score -1.150729e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 14128 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 60279 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7275 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55030 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29779 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98521 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21327 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072912.000000 Penalty: 168590.921875
Iteration 369Q: 51 clusters Score -1.150729e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18599 members 
Mstep: Class 9 contains 14059 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55090 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29777 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98528 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072864.000000 Penalty: 168590.921875
Iteration 370Q: 51 clusters Score -1.150729e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36411 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18600 members 
Mstep: Class 9 contains 13993 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7276 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55145 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29776 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98537 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21328 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072904.000000 Penalty: 168590.921875
Iteration 371Q: 51 clusters Score -1.150729e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36410 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18601 members 
Mstep: Class 9 contains 13933 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55207 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29770 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98540 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072952.000000 Penalty: 168590.921875
Iteration 372Q: 51 clusters Score -1.15073e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18602 members 
Mstep: Class 9 contains 13869 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60282 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4326 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55269 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29763 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98552 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072944.000000 Penalty: 168590.921875
Iteration 373Q: 51 clusters Score -1.150729e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36408 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 13807 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 9672 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4325 members 
Mstep: Class 26 contains 7278 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55320 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29759 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98568 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072976.000000 Penalty: 168590.921875
Iteration 374Q: 51 clusters Score -1.15073e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36408 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 13737 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60282 members 
Mstep: Class 16 contains 9672 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 7279 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55381 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29754 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98587 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072832.000000 Penalty: 168590.921875
Iteration 375Q: 51 clusters Score -1.150728e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36409 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 13659 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60282 members 
Mstep: Class 16 contains 9673 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55451 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29747 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98595 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072840.000000 Penalty: 168590.921875
Iteration 376Q: 51 clusters Score -1.150728e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36412 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18608 members 
Mstep: Class 9 contains 13587 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60282 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4322 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55514 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29743 members 
Mstep: Class 41 contains 11003 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98601 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072912.000000 Penalty: 168590.921875
Iteration 377Q: 51 clusters Score -1.150729e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36414 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 13513 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 9677 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55577 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5625 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80091 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29740 members 
Mstep: Class 41 contains 11005 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98613 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072888.000000 Penalty: 168590.921875
Iteration 378Q: 51 clusters Score -1.150729e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36416 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18606 members 
Mstep: Class 9 contains 13435 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60278 members 
Mstep: Class 16 contains 9677 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55645 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80090 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29739 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98623 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072944.000000 Penalty: 168590.921875
Iteration 379Q: 51 clusters Score -1.150729e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36417 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18608 members 
Mstep: Class 9 contains 13356 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60278 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8399 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4321 members 
Mstep: Class 26 contains 7280 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 55712 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97436 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80090 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29739 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98632 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072864.000000 Penalty: 168590.921875
Iteration 380F: 51 clusters Score -1.150729e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36423 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 13287 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60280 members 
Mstep: Class 16 contains 9682 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55761 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97435 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80089 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29742 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98640 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115072944.000000 Penalty: 168590.921875
Iteration 381Q: 51 clusters Score -1.150729e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8047 members 
Mstep: Class 5 contains 36427 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 13226 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60281 members 
Mstep: Class 16 contains 9687 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55813 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97434 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80088 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29733 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98649 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073000.000000 Penalty: 168590.921875
Iteration 382Q: 51 clusters Score -1.15073e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 36430 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 13162 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 9690 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6071 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 7281 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55867 members 
Mstep: Class 30 contains 13310 members 
Mstep: Class 31 contains 97433 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80090 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29730 members 
Mstep: Class 41 contains 11006 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98656 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073064.000000 Penalty: 168590.921875
Iteration 383Q: 51 clusters Score -1.150731e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8051 members 
Mstep: Class 5 contains 36434 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 13100 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32034 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60285 members 
Mstep: Class 16 contains 9689 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8391 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3204 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4321 members 
Mstep: Class 26 contains 7283 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55926 members 
Mstep: Class 30 contains 13311 members 
Mstep: Class 31 contains 97433 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80092 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29725 members 
Mstep: Class 41 contains 11008 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98655 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073104.000000 Penalty: 168590.921875
Iteration 384Q: 51 clusters Score -1.150731e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 36438 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 13031 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 9693 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 19430 members 
Mstep: Class 25 contains 4323 members 
Mstep: Class 26 contains 7287 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 55993 members 
Mstep: Class 30 contains 13311 members 
Mstep: Class 31 contains 97433 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29710 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98655 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073160.000000 Penalty: 168590.921875
Iteration 385Q: 51 clusters Score -1.150732e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8049 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 12964 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32031 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60283 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8383 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3208 members 
Mstep: Class 24 contains 19431 members 
Mstep: Class 25 contains 4325 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 56054 members 
Mstep: Class 30 contains 13311 members 
Mstep: Class 31 contains 97434 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5280 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29703 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98662 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073176.000000 Penalty: 168590.921875
Iteration 386Q: 51 clusters Score -1.150732e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8048 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18611 members 
Mstep: Class 9 contains 12905 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32030 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9693 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6069 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3209 members 
Mstep: Class 24 contains 19434 members 
Mstep: Class 25 contains 4325 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 2348 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 56104 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29697 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98675 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073160.000000 Penalty: 168590.921875
Iteration 387Q: 51 clusters Score -1.150732e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8046 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18611 members 
Mstep: Class 9 contains 12856 members 
Mstep: Class 10 contains 12032 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60282 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8387 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6068 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 19435 members 
Mstep: Class 25 contains 4329 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9003 members 
Mstep: Class 29 contains 56144 members 
Mstep: Class 30 contains 13312 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29695 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98684 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073112.000000 Penalty: 168590.921875
Iteration 388Q: 51 clusters Score -1.150731e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 12811 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 488 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4330 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 56181 members 
Mstep: Class 30 contains 13313 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5622 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80101 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29694 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98691 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073072.000000 Penalty: 168590.921875
Iteration 389Q: 51 clusters Score -1.150731e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36440 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 12767 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8378 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 7290 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9002 members 
Mstep: Class 29 contains 56219 members 
Mstep: Class 30 contains 13313 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29690 members 
Mstep: Class 41 contains 11010 members 
Mstep: Class 42 contains 2066 members 
Mstep: Class 43 contains 98699 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073112.000000 Penalty: 168590.921875
Iteration 390Q: 51 clusters Score -1.150731e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36442 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18606 members 
Mstep: Class 9 contains 12731 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9696 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8375 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9001 members 
Mstep: Class 29 contains 56255 members 
Mstep: Class 30 contains 13314 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29686 members 
Mstep: Class 41 contains 11011 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98702 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073216.000000 Penalty: 168590.921875
Iteration 391Q: 51 clusters Score -1.150732e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8045 members 
Mstep: Class 5 contains 36446 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 11701 members 
Mstep: Class 8 contains 18606 members 
Mstep: Class 9 contains 12678 members 
Mstep: Class 10 contains 12029 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60287 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8373 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56302 members 
Mstep: Class 30 contains 13315 members 
Mstep: Class 31 contains 97431 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5279 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29683 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98702 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073232.000000 Penalty: 168590.921875
Iteration 392Q: 51 clusters Score -1.150732e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8044 members 
Mstep: Class 5 contains 36446 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 12632 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32034 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9772 members 
Mstep: Class 15 contains 60285 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 931 members 
Mstep: Class 19 contains 8370 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56348 members 
Mstep: Class 30 contains 13317 members 
Mstep: Class 31 contains 97430 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29681 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98703 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073192.000000 Penalty: 168590.921875
Iteration 393Q: 51 clusters Score -1.150732e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 36447 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 12586 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9698 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8367 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56397 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 97428 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29677 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98704 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073304.000000 Penalty: 168590.921875
Iteration 394Q: 51 clusters Score -1.150733e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8042 members 
Mstep: Class 5 contains 36448 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 12532 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8366 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3210 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 7291 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56447 members 
Mstep: Class 30 contains 13320 members 
Mstep: Class 31 contains 97426 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6226 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29675 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98708 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073256.000000 Penalty: 168590.921875
Iteration 395Q: 51 clusters Score -1.150733e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8041 members 
Mstep: Class 5 contains 36449 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18609 members 
Mstep: Class 9 contains 12474 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60286 members 
Mstep: Class 16 contains 9699 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7292 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56498 members 
Mstep: Class 30 contains 13321 members 
Mstep: Class 31 contains 97421 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6225 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80101 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29676 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98711 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073208.000000 Penalty: 168590.921875
Iteration 396Q: 51 clusters Score -1.150732e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 36452 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 12416 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32037 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60289 members 
Mstep: Class 16 contains 9700 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56549 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97416 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29676 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98714 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073240.000000 Penalty: 168590.921875
Iteration 397Q: 51 clusters Score -1.150732e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36454 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 12357 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60290 members 
Mstep: Class 16 contains 9701 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56596 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97415 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80101 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29677 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98719 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073344.000000 Penalty: 168590.921875
Iteration 398Q: 51 clusters Score -1.150733e+08 nChanged 76
Entering ConstructFrom: 
Score: -115073344.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (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: -1602590.500000 Penalty: 2304.030273
	Iteration 0F: 2 clusters Score -1602590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1594382.125000 Penalty: 4608.060547
	Iteration 0F: 3 clusters Score -1594382 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1596767.625000 Penalty: 4608.060547
	Iteration 1F: 3 clusters Score -1596768 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1597076.750000 Penalty: 4608.060547
	Iteration 2F: 3 clusters Score -1597077 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1597298.250000 Penalty: 4608.060547
	Iteration 3Q: 3 clusters Score -1597298 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1597494.875000 Penalty: 4608.060547
	Iteration 4Q: 3 clusters Score -1597495 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1597667.125000 Penalty: 4608.060547
	Iteration 5Q: 3 clusters Score -1597667 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1597820.375000 Penalty: 4608.060547
	Iteration 6Q: 3 clusters Score -1597820 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1598006.750000 Penalty: 4608.060547
	Iteration 7Q: 3 clusters Score -1598007 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1598207.375000 Penalty: 4608.060547
	Iteration 8Q: 3 clusters Score -1598207 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1598435.625000 Penalty: 4608.060547
	Iteration 9Q: 3 clusters Score -1598436 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1598677.750000 Penalty: 4608.060547
	Iteration 10Q: 3 clusters Score -1598678 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1598939.375000 Penalty: 4608.060547
	Iteration 11Q: 3 clusters Score -1598939 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1599193.750000 Penalty: 4608.060547
	Iteration 12Q: 3 clusters Score -1599194 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1599456.250000 Penalty: 4608.060547
	Iteration 13Q: 3 clusters Score -1599456 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1599714.625000 Penalty: 4608.060547
	Iteration 14Q: 3 clusters Score -1599715 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1599932.625000 Penalty: 4608.060547
	Iteration 15Q: 3 clusters Score -1599933 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1600091.875000 Penalty: 4608.060547
	Iteration 16Q: 3 clusters Score -1600092 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1600215.000000 Penalty: 4608.060547
	Iteration 17Q: 3 clusters Score -1600215 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1600290.750000 Penalty: 4608.060547
	Iteration 18Q: 3 clusters Score -1600291 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1600348.750000 Penalty: 4608.060547
	Iteration 19Q: 3 clusters Score -1600349 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1600385.500000 Penalty: 4608.060547
	Iteration 20F: 3 clusters Score -1600386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1600409.375000 Penalty: 4608.060547
	Iteration 21Q: 3 clusters Score -1600409 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1600427.875000 Penalty: 4608.060547
	Iteration 22Q: 3 clusters Score -1600428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1600442.000000 Penalty: 4608.060547
	Iteration 23Q: 3 clusters Score -1600442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1600457.250000 Penalty: 4608.060547
	Iteration 24Q: 3 clusters Score -1600457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1600465.625000 Penalty: 4608.060547
	Iteration 25Q: 3 clusters Score -1600466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1600478.625000 Penalty: 4608.060547
	Iteration 26Q: 3 clusters Score -1600479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1600488.500000 Penalty: 4608.060547
	Iteration 27Q: 3 clusters Score -1600488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1600493.750000 Penalty: 4608.060547
	Iteration 28Q: 3 clusters Score -1600494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1600497.000000 Penalty: 4608.060547
	Iteration 29Q: 3 clusters Score -1600497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1600503.625000 Penalty: 4608.060547
	Iteration 30Q: 3 clusters Score -1600504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1600510.125000 Penalty: 4608.060547
	Iteration 31Q: 3 clusters Score -1600510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1600515.000000 Penalty: 4608.060547
	Iteration 32Q: 3 clusters Score -1600515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1600517.750000 Penalty: 4608.060547
	Iteration 33Q: 3 clusters Score -1600518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1600517.250000 Penalty: 4608.060547
	Iteration 34Q: 3 clusters Score -1600517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1600518.250000 Penalty: 4608.060547
	Iteration 35Q: 3 clusters Score -1600518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1600518.125000 Penalty: 4608.060547
	Iteration 36Q: 3 clusters Score -1600518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1600520.250000 Penalty: 4608.060547
	Iteration 37Q: 3 clusters Score -1600520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1600523.375000 Penalty: 4608.060547
	Iteration 38Q: 3 clusters Score -1600523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1600521.875000 Penalty: 4608.060547
	Iteration 39Q: 3 clusters Score -1600522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1600522.875000 Penalty: 4608.060547
	Iteration 40F: 3 clusters Score -1600523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1600522.125000 Penalty: 4608.060547
	Iteration 41Q: 3 clusters Score -1600522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1600525.250000 Penalty: 4608.060547
	Iteration 42Q: 3 clusters Score -1600525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1600525.750000 Penalty: 4608.060547
	Iteration 43Q: 3 clusters Score -1600526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1600528.000000 Penalty: 4608.060547
	Iteration 44Q: 3 clusters Score -1600528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1600530.000000 Penalty: 4608.060547
	Iteration 45Q: 3 clusters Score -1600530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1600527.625000 Penalty: 4608.060547
	Iteration 46Q: 3 clusters Score -1600528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1600530.125000 Penalty: 4608.060547
	Iteration 47Q: 3 clusters Score -1600530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1600528.375000 Penalty: 4608.060547
	Iteration 48Q: 3 clusters Score -1600528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1600530.375000 Penalty: 4608.060547
	Iteration 49Q: 3 clusters Score -1600530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1600532.375000 Penalty: 4608.060547
	Iteration 50Q: 3 clusters Score -1600532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1600535.250000 Penalty: 4608.060547
	Iteration 51Q: 3 clusters Score -1600535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1600539.375000 Penalty: 4608.060547
	Iteration 52Q: 3 clusters Score -1600539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1600544.375000 Penalty: 4608.060547
	Iteration 53Q: 3 clusters Score -1600544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1600542.625000 Penalty: 4608.060547
	Iteration 54Q: 3 clusters Score -1600543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1600548.625000 Penalty: 4608.060547
	Iteration 55Q: 3 clusters Score -1600549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1600548.250000 Penalty: 4608.060547
	Iteration 56Q: 3 clusters Score -1600548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1600550.375000 Penalty: 4608.060547
	Iteration 57Q: 3 clusters Score -1600550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1600549.875000 Penalty: 4608.060547
	Iteration 58Q: 3 clusters Score -1600550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1600550.000000 Penalty: 4608.060547
	Iteration 59Q: 3 clusters Score -1600550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1600547.250000 Penalty: 4608.060547
	Iteration 60F: 3 clusters Score -1600547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1600548.000000 Penalty: 4608.060547
	Iteration 61Q: 3 clusters Score -1600548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1600548.000000 Penalty: 4608.060547
	Iteration 62F: 3 clusters Score -1600548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -821267.687500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -821267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -816328.875000 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -816328.9 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -817649.687500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -817649.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -817958.812500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -817958.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -818161.687500 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -818161.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -818341.562500 Penalty: 4289.430664
	Iteration 4Q: 3 clusters Score -818341.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -818514.312500 Penalty: 4289.430664
	Iteration 5Q: 3 clusters Score -818514.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -818655.562500 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -818655.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -818779.562500 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -818779.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -818899.125000 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -818899.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -819026.625000 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -819026.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -819122.375000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819122.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -819195.687500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -819195.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -819264.187500 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -819264.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -819328.750000 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -819328.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -819381.000000 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -819381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -819415.312500 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -819415.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -819441.500000 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -819441.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -819457.187500 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -819457.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -819467.625000 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -819467.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -819474.312500 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -819474.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -819483.812500 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -819483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -819491.437500 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -819491.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -819499.375000 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -819499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -819504.187500 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -819504.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -819509.625000 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -819509.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -819515.187500 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -819515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -819519.125000 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -819519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -819523.750000 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -819523.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -819524.250000 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -819524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -819526.812500 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -819526.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819528.437500 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -819528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819530.750000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -819530.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819530.750000 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -819530.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -819534.875000 Penalty: 4289.430664
	Iteration 33Q: 3 clusters Score -819534.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819539.875000 Penalty: 4289.430664
	Iteration 34Q: 3 clusters Score -819539.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819541.250000 Penalty: 4289.430664
	Iteration 35Q: 3 clusters Score -819541.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -819544.937500 Penalty: 4289.430664
	Iteration 36Q: 3 clusters Score -819544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -819550.250000 Penalty: 4289.430664
	Iteration 37Q: 3 clusters Score -819550.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -819556.875000 Penalty: 4289.430664
	Iteration 38Q: 3 clusters Score -819556.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -819563.875000 Penalty: 4289.430664
	Iteration 39Q: 3 clusters Score -819563.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -819568.000000 Penalty: 4289.430664
	Iteration 40F: 3 clusters Score -819568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -819571.875000 Penalty: 4289.430664
	Iteration 41Q: 3 clusters Score -819571.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -819575.875000 Penalty: 4289.430664
	Iteration 42Q: 3 clusters Score -819575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -819580.875000 Penalty: 4289.430664
	Iteration 43Q: 3 clusters Score -819580.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -819584.500000 Penalty: 4289.430664
	Iteration 44Q: 3 clusters Score -819584.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -819589.750000 Penalty: 4289.430664
	Iteration 45Q: 3 clusters Score -819589.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -819592.937500 Penalty: 4289.430664
	Iteration 46Q: 3 clusters Score -819592.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -819598.312500 Penalty: 4289.430664
	Iteration 47Q: 3 clusters Score -819598.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -819601.062500 Penalty: 4289.430664
	Iteration 48Q: 3 clusters Score -819601.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -819604.812500 Penalty: 4289.430664
	Iteration 49Q: 3 clusters Score -819604.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -819603.750000 Penalty: 4289.430664
	Iteration 50Q: 3 clusters Score -819603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -819604.500000 Penalty: 4289.430664
	Iteration 51Q: 3 clusters Score -819604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -819606.000000 Penalty: 4289.430664
	Iteration 52Q: 3 clusters Score -819606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -819605.250000 Penalty: 4289.430664
	Iteration 53Q: 3 clusters Score -819605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -819607.062500 Penalty: 4289.430664
	Iteration 54Q: 3 clusters Score -819607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -819607.187500 Penalty: 4289.430664
	Iteration 55Q: 3 clusters Score -819607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -819607.687500 Penalty: 4289.430664
	Iteration 56Q: 3 clusters Score -819607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -819608.062500 Penalty: 4289.430664
	Iteration 57Q: 3 clusters Score -819608.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -819609.625000 Penalty: 4289.430664
	Iteration 58Q: 3 clusters Score -819609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -819608.875000 Penalty: 4289.430664
	Iteration 59Q: 3 clusters Score -819608.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -819608.875000 Penalty: 4289.430664
	Iteration 60F: 3 clusters Score -819608.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Entering Unmasked Estep 
Score: -2498793.250000 Penalty: 2412.085938
	Iteration 0F: 2 clusters Score -2498793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2486804.250000 Penalty: 4824.171875
	Iteration 0F: 3 clusters Score -2486804 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2490772.000000 Penalty: 4824.171875
	Iteration 1F: 3 clusters Score -2490772 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2491189.250000 Penalty: 4824.171875
	Iteration 2F: 3 clusters Score -2491189 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2491557.000000 Penalty: 4824.171875
	Iteration 3F: 3 clusters Score -2491557 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2491944.750000 Penalty: 4824.171875
	Iteration 4Q: 3 clusters Score -2491945 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2492397.750000 Penalty: 4824.171875
	Iteration 5F: 3 clusters Score -2492398 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2492909.750000 Penalty: 4824.171875
	Iteration 6F: 3 clusters Score -2492910 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2493457.500000 Penalty: 4824.171875
	Iteration 7F: 3 clusters Score -2493458 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2494015.250000 Penalty: 4824.171875
	Iteration 8F: 3 clusters Score -2494015 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2494536.500000 Penalty: 4824.171875
	Iteration 9Q: 3 clusters Score -2494536 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2494982.250000 Penalty: 4824.171875
	Iteration 10Q: 3 clusters Score -2494982 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2495338.750000 Penalty: 4824.171875
	Iteration 11Q: 3 clusters Score -2495339 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2495648.750000 Penalty: 4824.171875
	Iteration 12Q: 3 clusters Score -2495649 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2495899.500000 Penalty: 4824.171875
	Iteration 13Q: 3 clusters Score -2495900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2496071.000000 Penalty: 4824.171875
	Iteration 14Q: 3 clusters Score -2496071 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2496198.000000 Penalty: 4824.171875
	Iteration 15Q: 3 clusters Score -2496198 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2496316.000000 Penalty: 4824.171875
	Iteration 16Q: 3 clusters Score -2496316 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2496385.000000 Penalty: 4824.171875
	Iteration 17Q: 3 clusters Score -2496385 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2496466.500000 Penalty: 4824.171875
	Iteration 18Q: 3 clusters Score -2496466 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2496524.000000 Penalty: 4824.171875
	Iteration 19Q: 3 clusters Score -2496524 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2496573.000000 Penalty: 4824.171875
	Iteration 20F: 3 clusters Score -2496573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2496624.000000 Penalty: 4824.171875
	Iteration 21Q: 3 clusters Score -2496624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2496651.250000 Penalty: 4824.171875
	Iteration 22Q: 3 clusters Score -2496651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2496675.750000 Penalty: 4824.171875
	Iteration 23Q: 3 clusters Score -2496676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2496686.250000 Penalty: 4824.171875
	Iteration 24Q: 3 clusters Score -2496686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2496694.500000 Penalty: 4824.171875
	Iteration 25Q: 3 clusters Score -2496694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2496709.000000 Penalty: 4824.171875
	Iteration 26Q: 3 clusters Score -2496709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2496727.000000 Penalty: 4824.171875
	Iteration 27Q: 3 clusters Score -2496727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2496730.500000 Penalty: 4824.171875
	Iteration 28Q: 3 clusters Score -2496730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2496736.500000 Penalty: 4824.171875
	Iteration 29Q: 3 clusters Score -2496736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2496741.250000 Penalty: 4824.171875
	Iteration 30Q: 3 clusters Score -2496741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2496744.250000 Penalty: 4824.171875
	Iteration 31Q: 3 clusters Score -2496744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2496750.750000 Penalty: 4824.171875
	Iteration 32Q: 3 clusters Score -2496751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2496760.750000 Penalty: 4824.171875
	Iteration 33Q: 3 clusters Score -2496761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2496760.250000 Penalty: 4824.171875
	Iteration 34Q: 3 clusters Score -2496760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2496761.000000 Penalty: 4824.171875
	Iteration 35Q: 3 clusters Score -2496761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2496761.000000 Penalty: 4824.171875
	Iteration 36F: 3 clusters Score -2496761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -1128326.750000 Penalty: 2230.030762
	Iteration 0F: 2 clusters Score -1128327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1121881.000000 Penalty: 4460.061523
	Iteration 0F: 3 clusters Score -1121881 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1123711.250000 Penalty: 4460.061523
	Iteration 1F: 3 clusters Score -1123711 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1124206.875000 Penalty: 4460.061523
	Iteration 2F: 3 clusters Score -1124207 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1124624.750000 Penalty: 4460.061523
	Iteration 3F: 3 clusters Score -1124625 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1124962.375000 Penalty: 4460.061523
	Iteration 4F: 3 clusters Score -1124962 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1125269.000000 Penalty: 4460.061523
	Iteration 5F: 3 clusters Score -1125269 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1125548.500000 Penalty: 4460.061523
	Iteration 6Q: 3 clusters Score -1125548 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1125779.375000 Penalty: 4460.061523
	Iteration 7Q: 3 clusters Score -1125779 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1125993.250000 Penalty: 4460.061523
	Iteration 8Q: 3 clusters Score -1125993 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1126174.625000 Penalty: 4460.061523
	Iteration 9Q: 3 clusters Score -1126175 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1126325.750000 Penalty: 4460.061523
	Iteration 10Q: 3 clusters Score -1126326 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1126445.375000 Penalty: 4460.061523
	Iteration 11Q: 3 clusters Score -1126445 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1126529.750000 Penalty: 4460.061523
	Iteration 12Q: 3 clusters Score -1126530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1126605.125000 Penalty: 4460.061523
	Iteration 13Q: 3 clusters Score -1126605 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1126672.750000 Penalty: 4460.061523
	Iteration 14Q: 3 clusters Score -1126673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1126735.125000 Penalty: 4460.061523
	Iteration 15Q: 3 clusters Score -1126735 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1126789.250000 Penalty: 4460.061523
	Iteration 16Q: 3 clusters Score -1126789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1126844.625000 Penalty: 4460.061523
	Iteration 17Q: 3 clusters Score -1126845 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1126903.250000 Penalty: 4460.061523
	Iteration 18Q: 3 clusters Score -1126903 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1126963.750000 Penalty: 4460.061523
	Iteration 19Q: 3 clusters Score -1126964 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1127036.500000 Penalty: 4460.061523
	Iteration 20F: 3 clusters Score -1127036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1127100.500000 Penalty: 4460.061523
	Iteration 21Q: 3 clusters Score -1127100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1127167.875000 Penalty: 4460.061523
	Iteration 22Q: 3 clusters Score -1127168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1127240.500000 Penalty: 4460.061523
	Iteration 23Q: 3 clusters Score -1127240 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1127299.500000 Penalty: 4460.061523
	Iteration 24Q: 3 clusters Score -1127300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1127351.625000 Penalty: 4460.061523
	Iteration 25Q: 3 clusters Score -1127352 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1127422.000000 Penalty: 4460.061523
	Iteration 26Q: 3 clusters Score -1127422 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1127483.500000 Penalty: 4460.061523
	Iteration 27Q: 3 clusters Score -1127484 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1127533.875000 Penalty: 4460.061523
	Iteration 28Q: 3 clusters Score -1127534 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1127575.500000 Penalty: 4460.061523
	Iteration 29Q: 3 clusters Score -1127576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1127611.000000 Penalty: 4460.061523
	Iteration 30Q: 3 clusters Score -1127611 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1127647.250000 Penalty: 4460.061523
	Iteration 31Q: 3 clusters Score -1127647 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1127677.500000 Penalty: 4460.061523
	Iteration 32Q: 3 clusters Score -1127678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1127704.250000 Penalty: 4460.061523
	Iteration 33Q: 3 clusters Score -1127704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1127729.250000 Penalty: 4460.061523
	Iteration 34Q: 3 clusters Score -1127729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1127747.500000 Penalty: 4460.061523
	Iteration 35Q: 3 clusters Score -1127748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1127767.625000 Penalty: 4460.061523
	Iteration 36Q: 3 clusters Score -1127768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1127781.875000 Penalty: 4460.061523
	Iteration 37Q: 3 clusters Score -1127782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1127791.875000 Penalty: 4460.061523
	Iteration 38Q: 3 clusters Score -1127792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1127797.000000 Penalty: 4460.061523
	Iteration 39Q: 3 clusters Score -1127797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1127804.875000 Penalty: 4460.061523
	Iteration 40F: 3 clusters Score -1127805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1127809.250000 Penalty: 4460.061523
	Iteration 41Q: 3 clusters Score -1127809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1127813.625000 Penalty: 4460.061523
	Iteration 42Q: 3 clusters Score -1127814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1127814.125000 Penalty: 4460.061523
	Iteration 43Q: 3 clusters Score -1127814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1127818.375000 Penalty: 4460.061523
	Iteration 44Q: 3 clusters Score -1127818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1127819.000000 Penalty: 4460.061523
	Iteration 45Q: 3 clusters Score -1127819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1127818.500000 Penalty: 4460.061523
	Iteration 46Q: 3 clusters Score -1127818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1127819.125000 Penalty: 4460.061523
	Iteration 47Q: 3 clusters Score -1127819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1127820.625000 Penalty: 4460.061523
	Iteration 48Q: 3 clusters Score -1127821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1127819.250000 Penalty: 4460.061523
	Iteration 49Q: 3 clusters Score -1127819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1127819.500000 Penalty: 4460.061523
	Iteration 50Q: 3 clusters Score -1127820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1127820.125000 Penalty: 4460.061523
	Iteration 51Q: 3 clusters Score -1127820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1127821.375000 Penalty: 4460.061523
	Iteration 52Q: 3 clusters Score -1127821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1127823.375000 Penalty: 4460.061523
	Iteration 53Q: 3 clusters Score -1127823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1127830.750000 Penalty: 4460.061523
	Iteration 54Q: 3 clusters Score -1127831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1127831.875000 Penalty: 4460.061523
	Iteration 55Q: 3 clusters Score -1127832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1127834.000000 Penalty: 4460.061523
	Iteration 56Q: 3 clusters Score -1127834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1127836.375000 Penalty: 4460.061523
	Iteration 57Q: 3 clusters Score -1127836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1127836.250000 Penalty: 4460.061523
	Iteration 58Q: 3 clusters Score -1127836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1127838.000000 Penalty: 4460.061523
	Iteration 59Q: 3 clusters Score -1127838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1127837.500000 Penalty: 4460.061523
	Iteration 60F: 3 clusters Score -1127838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1127837.125000 Penalty: 4460.061523
	Iteration 61Q: 3 clusters Score -1127837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1127838.625000 Penalty: 4460.061523
	Iteration 62Q: 3 clusters Score -1127839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1127839.750000 Penalty: 4460.061523
	Iteration 63Q: 3 clusters Score -1127840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1127839.750000 Penalty: 4460.061523
	Iteration 64F: 3 clusters Score -1127840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Entering Unmasked Estep 
Score: -5464504.000000 Penalty: 2604.964600
	Iteration 0F: 2 clusters Score -5464504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5439604.500000 Penalty: 5209.929199
	Iteration 0F: 3 clusters Score -5439604 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -5448706.500000 Penalty: 5209.929199
	Iteration 1F: 3 clusters Score -5448706 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -5449202.500000 Penalty: 5209.929199
	Iteration 2Q: 3 clusters Score -5449202 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5449748.500000 Penalty: 5209.929199
	Iteration 3Q: 3 clusters Score -5449748 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5450410.500000 Penalty: 5209.929199
	Iteration 4Q: 3 clusters Score -5450410 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5451323.500000 Penalty: 5209.929199
	Iteration 5F: 3 clusters Score -5451324 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -5452468.500000 Penalty: 5209.929199
	Iteration 6F: 3 clusters Score -5452468 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -5453860.500000 Penalty: 5209.929199
	Iteration 7F: 3 clusters Score -5453860 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -5455260.500000 Penalty: 5209.929199
	Iteration 8F: 3 clusters Score -5455260 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5456399.500000 Penalty: 5209.929199
	Iteration 9F: 3 clusters Score -5456400 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5457359.500000 Penalty: 5209.929199
	Iteration 10Q: 3 clusters Score -5457360 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5458208.000000 Penalty: 5209.929199
	Iteration 11Q: 3 clusters Score -5458208 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5458996.500000 Penalty: 5209.929199
	Iteration 12Q: 3 clusters Score -5458996 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5459711.000000 Penalty: 5209.929199
	Iteration 13Q: 3 clusters Score -5459711 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5460308.000000 Penalty: 5209.929199
	Iteration 14Q: 3 clusters Score -5460308 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5460840.000000 Penalty: 5209.929199
	Iteration 15Q: 3 clusters Score -5460840 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5461267.500000 Penalty: 5209.929199
	Iteration 16Q: 3 clusters Score -5461268 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5461535.000000 Penalty: 5209.929199
	Iteration 17Q: 3 clusters Score -5461535 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5461718.500000 Penalty: 5209.929199
	Iteration 18Q: 3 clusters Score -5461718 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5461872.500000 Penalty: 5209.929199
	Iteration 19Q: 3 clusters Score -5461872 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5461999.000000 Penalty: 5209.929199
	Iteration 20F: 3 clusters Score -5461999 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5462071.000000 Penalty: 5209.929199
	Iteration 21Q: 3 clusters Score -5462071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5462115.000000 Penalty: 5209.929199
	Iteration 22Q: 3 clusters Score -5462115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5462148.000000 Penalty: 5209.929199
	Iteration 23Q: 3 clusters Score -5462148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5462177.000000 Penalty: 5209.929199
	Iteration 24Q: 3 clusters Score -5462177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5462197.500000 Penalty: 5209.929199
	Iteration 25Q: 3 clusters Score -5462198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5462221.500000 Penalty: 5209.929199
	Iteration 26Q: 3 clusters Score -5462222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5462221.500000 Penalty: 5209.929199
	Iteration 27Q: 3 clusters Score -5462222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5462231.500000 Penalty: 5209.929199
	Iteration 28Q: 3 clusters Score -5462232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5462239.000000 Penalty: 5209.929199
	Iteration 29Q: 3 clusters Score -5462239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5462231.500000 Penalty: 5209.929199
	Iteration 30Q: 3 clusters Score -5462232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5462230.500000 Penalty: 5209.929199
	Iteration 31Q: 3 clusters Score -5462230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5462245.000000 Penalty: 5209.929199
	Iteration 32Q: 3 clusters Score -5462245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5462243.000000 Penalty: 5209.929199
	Iteration 33Q: 3 clusters Score -5462243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5462243.500000 Penalty: 5209.929199
	Iteration 34Q: 3 clusters Score -5462244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5462244.000000 Penalty: 5209.929199
	Iteration 35Q: 3 clusters Score -5462244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5462244.000000 Penalty: 5209.929199
	Iteration 36F: 3 clusters Score -5462244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Entering Unmasked Estep 
Score: -3955523.000000 Penalty: 2525.424316
	Iteration 0F: 2 clusters Score -3955523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3937329.500000 Penalty: 5050.848633
	Iteration 0F: 3 clusters Score -3937330 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -3943748.750000 Penalty: 5050.848633
	Iteration 1F: 3 clusters Score -3943749 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3944183.750000 Penalty: 5050.848633
	Iteration 2Q: 3 clusters Score -3944184 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3944556.250000 Penalty: 5050.848633
	Iteration 3Q: 3 clusters Score -3944556 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3944921.750000 Penalty: 5050.848633
	Iteration 4Q: 3 clusters Score -3944922 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -3945390.750000 Penalty: 5050.848633
	Iteration 5Q: 3 clusters Score -3945391 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3946079.000000 Penalty: 5050.848633
	Iteration 6Q: 3 clusters Score -3946079 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3947045.500000 Penalty: 5050.848633
	Iteration 7F: 3 clusters Score -3947046 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3948366.000000 Penalty: 5050.848633
	Iteration 8F: 3 clusters Score -3948366 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3949847.250000 Penalty: 5050.848633
	Iteration 9F: 3 clusters Score -3949847 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3951158.500000 Penalty: 5050.848633
	Iteration 10F: 3 clusters Score -3951158 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3952096.000000 Penalty: 5050.848633
	Iteration 11Q: 3 clusters Score -3952096 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3952635.750000 Penalty: 5050.848633
	Iteration 12Q: 3 clusters Score -3952636 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3952914.500000 Penalty: 5050.848633
	Iteration 13Q: 3 clusters Score -3952914 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3953090.250000 Penalty: 5050.848633
	Iteration 14Q: 3 clusters Score -3953090 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3953196.500000 Penalty: 5050.848633
	Iteration 15Q: 3 clusters Score -3953196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3953257.000000 Penalty: 5050.848633
	Iteration 16Q: 3 clusters Score -3953257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3953276.250000 Penalty: 5050.848633
	Iteration 17Q: 3 clusters Score -3953276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3953295.000000 Penalty: 5050.848633
	Iteration 18Q: 3 clusters Score -3953295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3953313.750000 Penalty: 5050.848633
	Iteration 19Q: 3 clusters Score -3953314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3953327.500000 Penalty: 5050.848633
	Iteration 20F: 3 clusters Score -3953328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3953336.250000 Penalty: 5050.848633
	Iteration 21Q: 3 clusters Score -3953336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3953340.500000 Penalty: 5050.848633
	Iteration 22Q: 3 clusters Score -3953340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3953340.500000 Penalty: 5050.848633
	Iteration 23F: 3 clusters Score -3953340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Entering Unmasked Estep 
Score: -1734561.375000 Penalty: 2323.101318
	Iteration 0F: 2 clusters Score -1734561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1725847.750000 Penalty: 4646.202637
	Iteration 0F: 3 clusters Score -1725848 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1728501.125000 Penalty: 4646.202637
	Iteration 1F: 3 clusters Score -1728501 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1729026.750000 Penalty: 4646.202637
	Iteration 2F: 3 clusters Score -1729027 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1729524.250000 Penalty: 4646.202637
	Iteration 3F: 3 clusters Score -1729524 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1730068.875000 Penalty: 4646.202637
	Iteration 4F: 3 clusters Score -1730069 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1730581.250000 Penalty: 4646.202637
	Iteration 5F: 3 clusters Score -1730581 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1731000.125000 Penalty: 4646.202637
	Iteration 6F: 3 clusters Score -1731000 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1731360.000000 Penalty: 4646.202637
	Iteration 7F: 3 clusters Score -1731360 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1731661.250000 Penalty: 4646.202637
	Iteration 8Q: 3 clusters Score -1731661 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1731898.000000 Penalty: 4646.202637
	Iteration 9Q: 3 clusters Score -1731898 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1732078.625000 Penalty: 4646.202637
	Iteration 10Q: 3 clusters Score -1732079 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1732201.625000 Penalty: 4646.202637
	Iteration 11Q: 3 clusters Score -1732202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1732293.125000 Penalty: 4646.202637
	Iteration 12Q: 3 clusters Score -1732293 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1732369.125000 Penalty: 4646.202637
	Iteration 13Q: 3 clusters Score -1732369 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1732420.625000 Penalty: 4646.202637
	Iteration 14Q: 3 clusters Score -1732421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1732461.250000 Penalty: 4646.202637
	Iteration 15Q: 3 clusters Score -1732461 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1732484.750000 Penalty: 4646.202637
	Iteration 16Q: 3 clusters Score -1732485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1732501.125000 Penalty: 4646.202637
	Iteration 17Q: 3 clusters Score -1732501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1732520.875000 Penalty: 4646.202637
	Iteration 18Q: 3 clusters Score -1732521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1732548.500000 Penalty: 4646.202637
	Iteration 19Q: 3 clusters Score -1732548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1732575.750000 Penalty: 4646.202637
	Iteration 20F: 3 clusters Score -1732576 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1732596.625000 Penalty: 4646.202637
	Iteration 21Q: 3 clusters Score -1732597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1732619.625000 Penalty: 4646.202637
	Iteration 22Q: 3 clusters Score -1732620 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1732634.875000 Penalty: 4646.202637
	Iteration 23Q: 3 clusters Score -1732635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1732664.250000 Penalty: 4646.202637
	Iteration 24Q: 3 clusters Score -1732664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1732691.500000 Penalty: 4646.202637
	Iteration 25Q: 3 clusters Score -1732692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1732715.500000 Penalty: 4646.202637
	Iteration 26Q: 3 clusters Score -1732716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1732740.000000 Penalty: 4646.202637
	Iteration 27Q: 3 clusters Score -1732740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1732759.500000 Penalty: 4646.202637
	Iteration 28Q: 3 clusters Score -1732760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1732790.125000 Penalty: 4646.202637
	Iteration 29Q: 3 clusters Score -1732790 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1732813.250000 Penalty: 4646.202637
	Iteration 30Q: 3 clusters Score -1732813 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1732834.875000 Penalty: 4646.202637
	Iteration 31Q: 3 clusters Score -1732835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1732857.625000 Penalty: 4646.202637
	Iteration 32Q: 3 clusters Score -1732858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1732878.125000 Penalty: 4646.202637
	Iteration 33Q: 3 clusters Score -1732878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1732903.375000 Penalty: 4646.202637
	Iteration 34Q: 3 clusters Score -1732903 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1732920.875000 Penalty: 4646.202637
	Iteration 35Q: 3 clusters Score -1732921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1732933.500000 Penalty: 4646.202637
	Iteration 36Q: 3 clusters Score -1732934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1732951.625000 Penalty: 4646.202637
	Iteration 37Q: 3 clusters Score -1732952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1732954.125000 Penalty: 4646.202637
	Iteration 38Q: 3 clusters Score -1732954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1732968.375000 Penalty: 4646.202637
	Iteration 39Q: 3 clusters Score -1732968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1732977.625000 Penalty: 4646.202637
	Iteration 40F: 3 clusters Score -1732978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1732996.500000 Penalty: 4646.202637
	Iteration 41Q: 3 clusters Score -1732996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1733010.750000 Penalty: 4646.202637
	Iteration 42Q: 3 clusters Score -1733011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1733019.125000 Penalty: 4646.202637
	Iteration 43Q: 3 clusters Score -1733019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1733031.750000 Penalty: 4646.202637
	Iteration 44Q: 3 clusters Score -1733032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1733035.625000 Penalty: 4646.202637
	Iteration 45Q: 3 clusters Score -1733036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1733056.750000 Penalty: 4646.202637
	Iteration 46Q: 3 clusters Score -1733057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1733062.875000 Penalty: 4646.202637
	Iteration 47Q: 3 clusters Score -1733063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1733070.500000 Penalty: 4646.202637
	Iteration 48Q: 3 clusters Score -1733070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1733076.875000 Penalty: 4646.202637
	Iteration 49Q: 3 clusters Score -1733077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1733084.625000 Penalty: 4646.202637
	Iteration 50Q: 3 clusters Score -1733085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1733095.375000 Penalty: 4646.202637
	Iteration 51Q: 3 clusters Score -1733095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1733106.375000 Penalty: 4646.202637
	Iteration 52Q: 3 clusters Score -1733106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1733111.000000 Penalty: 4646.202637
	Iteration 53Q: 3 clusters Score -1733111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1733116.500000 Penalty: 4646.202637
	Iteration 54Q: 3 clusters Score -1733116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1733118.875000 Penalty: 4646.202637
	Iteration 55Q: 3 clusters Score -1733119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1733123.125000 Penalty: 4646.202637
	Iteration 56Q: 3 clusters Score -1733123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1733120.875000 Penalty: 4646.202637
	Iteration 57Q: 3 clusters Score -1733121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1733122.500000 Penalty: 4646.202637
	Iteration 58Q: 3 clusters Score -1733122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1733125.500000 Penalty: 4646.202637
	Iteration 59Q: 3 clusters Score -1733126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1733125.625000 Penalty: 4646.202637
	Iteration 60F: 3 clusters Score -1733126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1733125.750000 Penalty: 4646.202637
	Iteration 61Q: 3 clusters Score -1733126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1733129.125000 Penalty: 4646.202637
	Iteration 62Q: 3 clusters Score -1733129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1733130.625000 Penalty: 4646.202637
	Iteration 63Q: 3 clusters Score -1733131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1733129.250000 Penalty: 4646.202637
	Iteration 64Q: 3 clusters Score -1733129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1733128.000000 Penalty: 4646.202637
	Iteration 65Q: 3 clusters Score -1733128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1733127.125000 Penalty: 4646.202637
	Iteration 66Q: 3 clusters Score -1733127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1733127.125000 Penalty: 4646.202637
	Iteration 67F: 3 clusters Score -1733127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Entering Unmasked Estep 
Score: -2574870.500000 Penalty: 2438.267334
	Iteration 0F: 2 clusters Score -2574870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2561627.250000 Penalty: 4876.534668
	Iteration 0F: 3 clusters Score -2561627 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2566259.750000 Penalty: 4876.534668
	Iteration 1F: 3 clusters Score -2566260 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2566914.250000 Penalty: 4876.534668
	Iteration 2F: 3 clusters Score -2566914 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2567568.500000 Penalty: 4876.534668
	Iteration 3F: 3 clusters Score -2567568 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2568160.500000 Penalty: 4876.534668
	Iteration 4F: 3 clusters Score -2568160 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2568640.000000 Penalty: 4876.534668
	Iteration 5F: 3 clusters Score -2568640 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2569065.250000 Penalty: 4876.534668
	Iteration 6Q: 3 clusters Score -2569065 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2569413.000000 Penalty: 4876.534668
	Iteration 7Q: 3 clusters Score -2569413 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2569719.500000 Penalty: 4876.534668
	Iteration 8Q: 3 clusters Score -2569720 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2570015.250000 Penalty: 4876.534668
	Iteration 9Q: 3 clusters Score -2570015 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2570276.750000 Penalty: 4876.534668
	Iteration 10Q: 3 clusters Score -2570277 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2570494.750000 Penalty: 4876.534668
	Iteration 11Q: 3 clusters Score -2570495 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2570700.000000 Penalty: 4876.534668
	Iteration 12Q: 3 clusters Score -2570700 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2570868.500000 Penalty: 4876.534668
	Iteration 13Q: 3 clusters Score -2570868 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2570993.250000 Penalty: 4876.534668
	Iteration 14Q: 3 clusters Score -2570993 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2571124.250000 Penalty: 4876.534668
	Iteration 15Q: 3 clusters Score -2571124 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2571200.000000 Penalty: 4876.534668
	Iteration 16Q: 3 clusters Score -2571200 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2571282.500000 Penalty: 4876.534668
	Iteration 17Q: 3 clusters Score -2571282 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2571367.500000 Penalty: 4876.534668
	Iteration 18Q: 3 clusters Score -2571368 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2571444.250000 Penalty: 4876.534668
	Iteration 19Q: 3 clusters Score -2571444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2571528.500000 Penalty: 4876.534668
	Iteration 20F: 3 clusters Score -2571528 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2571625.500000 Penalty: 4876.534668
	Iteration 21Q: 3 clusters Score -2571626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2571709.500000 Penalty: 4876.534668
	Iteration 22Q: 3 clusters Score -2571710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2571803.750000 Penalty: 4876.534668
	Iteration 23Q: 3 clusters Score -2571804 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2571898.750000 Penalty: 4876.534668
	Iteration 24Q: 3 clusters Score -2571899 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2572000.000000 Penalty: 4876.534668
	Iteration 25Q: 3 clusters Score -2572000 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2572098.250000 Penalty: 4876.534668
	Iteration 26Q: 3 clusters Score -2572098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2572170.750000 Penalty: 4876.534668
	Iteration 27Q: 3 clusters Score -2572171 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2572258.500000 Penalty: 4876.534668
	Iteration 28Q: 3 clusters Score -2572258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2572323.000000 Penalty: 4876.534668
	Iteration 29Q: 3 clusters Score -2572323 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2572398.250000 Penalty: 4876.534668
	Iteration 30Q: 3 clusters Score -2572398 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2572425.250000 Penalty: 4876.534668
	Iteration 31Q: 3 clusters Score -2572425 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2572457.250000 Penalty: 4876.534668
	Iteration 32Q: 3 clusters Score -2572457 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2572486.250000 Penalty: 4876.534668
	Iteration 33Q: 3 clusters Score -2572486 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2572517.750000 Penalty: 4876.534668
	Iteration 34Q: 3 clusters Score -2572518 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2572540.000000 Penalty: 4876.534668
	Iteration 35Q: 3 clusters Score -2572540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2572574.250000 Penalty: 4876.534668
	Iteration 36Q: 3 clusters Score -2572574 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2572600.750000 Penalty: 4876.534668
	Iteration 37Q: 3 clusters Score -2572601 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2572612.750000 Penalty: 4876.534668
	Iteration 38Q: 3 clusters Score -2572613 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2572644.250000 Penalty: 4876.534668
	Iteration 39Q: 3 clusters Score -2572644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2572654.250000 Penalty: 4876.534668
	Iteration 40F: 3 clusters Score -2572654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2572679.000000 Penalty: 4876.534668
	Iteration 41Q: 3 clusters Score -2572679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2572704.250000 Penalty: 4876.534668
	Iteration 42Q: 3 clusters Score -2572704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -2572735.000000 Penalty: 4876.534668
	Iteration 43Q: 3 clusters Score -2572735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2572747.750000 Penalty: 4876.534668
	Iteration 44Q: 3 clusters Score -2572748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2572766.750000 Penalty: 4876.534668
	Iteration 45Q: 3 clusters Score -2572767 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2572781.750000 Penalty: 4876.534668
	Iteration 46Q: 3 clusters Score -2572782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2572792.500000 Penalty: 4876.534668
	Iteration 47Q: 3 clusters Score -2572792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2572800.250000 Penalty: 4876.534668
	Iteration 48Q: 3 clusters Score -2572800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2572814.750000 Penalty: 4876.534668
	Iteration 49Q: 3 clusters Score -2572815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -2572836.500000 Penalty: 4876.534668
	Iteration 50Q: 3 clusters Score -2572836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2572862.000000 Penalty: 4876.534668
	Iteration 51Q: 3 clusters Score -2572862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2572876.500000 Penalty: 4876.534668
	Iteration 52Q: 3 clusters Score -2572876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2572897.000000 Penalty: 4876.534668
	Iteration 53Q: 3 clusters Score -2572897 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2572926.750000 Penalty: 4876.534668
	Iteration 54Q: 3 clusters Score -2572927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2572965.000000 Penalty: 4876.534668
	Iteration 55Q: 3 clusters Score -2572965 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2572991.750000 Penalty: 4876.534668
	Iteration 56Q: 3 clusters Score -2572992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2573016.750000 Penalty: 4876.534668
	Iteration 57Q: 3 clusters Score -2573017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2573053.000000 Penalty: 4876.534668
	Iteration 58Q: 3 clusters Score -2573053 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2573078.750000 Penalty: 4876.534668
	Iteration 59Q: 3 clusters Score -2573079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2573107.250000 Penalty: 4876.534668
	Iteration 60F: 3 clusters Score -2573107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2573127.750000 Penalty: 4876.534668
	Iteration 61Q: 3 clusters Score -2573128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2573142.750000 Penalty: 4876.534668
	Iteration 62Q: 3 clusters Score -2573143 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2573153.000000 Penalty: 4876.534668
	Iteration 63Q: 3 clusters Score -2573153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2573161.250000 Penalty: 4876.534668
	Iteration 64Q: 3 clusters Score -2573161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2573177.250000 Penalty: 4876.534668
	Iteration 65Q: 3 clusters Score -2573177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2573191.500000 Penalty: 4876.534668
	Iteration 66Q: 3 clusters Score -2573192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2573206.250000 Penalty: 4876.534668
	Iteration 67Q: 3 clusters Score -2573206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2573217.000000 Penalty: 4876.534668
	Iteration 68Q: 3 clusters Score -2573217 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2573230.250000 Penalty: 4876.534668
	Iteration 69Q: 3 clusters Score -2573230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2573243.750000 Penalty: 4876.534668
	Iteration 70Q: 3 clusters Score -2573244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2573246.500000 Penalty: 4876.534668
	Iteration 71Q: 3 clusters Score -2573246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2573253.000000 Penalty: 4876.534668
	Iteration 72Q: 3 clusters Score -2573253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2573262.000000 Penalty: 4876.534668
	Iteration 73Q: 3 clusters Score -2573262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2573266.500000 Penalty: 4876.534668
	Iteration 74Q: 3 clusters Score -2573266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2573271.750000 Penalty: 4876.534668
	Iteration 75Q: 3 clusters Score -2573272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2573279.000000 Penalty: 4876.534668
	Iteration 76Q: 3 clusters Score -2573279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2573280.500000 Penalty: 4876.534668
	Iteration 77Q: 3 clusters Score -2573280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2573287.750000 Penalty: 4876.534668
	Iteration 78Q: 3 clusters Score -2573288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2573293.250000 Penalty: 4876.534668
	Iteration 79Q: 3 clusters Score -2573293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2573293.000000 Penalty: 4876.534668
	Iteration 80F: 3 clusters Score -2573293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2573299.500000 Penalty: 4876.534668
	Iteration 81Q: 3 clusters Score -2573300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2573309.750000 Penalty: 4876.534668
	Iteration 82Q: 3 clusters Score -2573310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2573312.500000 Penalty: 4876.534668
	Iteration 83Q: 3 clusters Score -2573312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2573319.250000 Penalty: 4876.534668
	Iteration 84Q: 3 clusters Score -2573319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2573318.500000 Penalty: 4876.534668
	Iteration 85Q: 3 clusters Score -2573318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2573320.250000 Penalty: 4876.534668
	Iteration 86Q: 3 clusters Score -2573320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2573319.750000 Penalty: 4876.534668
	Iteration 87Q: 3 clusters Score -2573320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2573320.000000 Penalty: 4876.534668
	Iteration 88Q: 3 clusters Score -2573320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2573320.250000 Penalty: 4876.534668
	Iteration 89Q: 3 clusters Score -2573320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2573318.500000 Penalty: 4876.534668
	Iteration 90Q: 3 clusters Score -2573318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2573318.500000 Penalty: 4876.534668
	Iteration 91Q: 3 clusters Score -2573318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2573319.500000 Penalty: 4876.534668
	Iteration 92Q: 3 clusters Score -2573320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2573317.500000 Penalty: 4876.534668
	Iteration 93Q: 3 clusters Score -2573318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2573322.250000 Penalty: 4876.534668
	Iteration 94Q: 3 clusters Score -2573322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2573319.250000 Penalty: 4876.534668
	Iteration 95Q: 3 clusters Score -2573319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2573319.500000 Penalty: 4876.534668
	Iteration 96Q: 3 clusters Score -2573320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2573321.250000 Penalty: 4876.534668
	Iteration 97Q: 3 clusters Score -2573321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2573322.250000 Penalty: 4876.534668
	Iteration 98Q: 3 clusters Score -2573322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2573323.500000 Penalty: 4876.534668
	Iteration 99Q: 3 clusters Score -2573324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2573329.750000 Penalty: 4876.534668
	Iteration 100F: 3 clusters Score -2573330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2573331.750000 Penalty: 4876.534668
	Iteration 101Q: 3 clusters Score -2573332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2573335.250000 Penalty: 4876.534668
	Iteration 102Q: 3 clusters Score -2573335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2573342.750000 Penalty: 4876.534668
	Iteration 103Q: 3 clusters Score -2573343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2573342.250000 Penalty: 4876.534668
	Iteration 104Q: 3 clusters Score -2573342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2573342.750000 Penalty: 4876.534668
	Iteration 105Q: 3 clusters Score -2573343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2573346.000000 Penalty: 4876.534668
	Iteration 106Q: 3 clusters Score -2573346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2573344.250000 Penalty: 4876.534668
	Iteration 107Q: 3 clusters Score -2573344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2573350.500000 Penalty: 4876.534668
	Iteration 108Q: 3 clusters Score -2573350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2573349.500000 Penalty: 4876.534668
	Iteration 109Q: 3 clusters Score -2573350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2573353.500000 Penalty: 4876.534668
	Iteration 110Q: 3 clusters Score -2573354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2573356.250000 Penalty: 4876.534668
	Iteration 111Q: 3 clusters Score -2573356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2573359.500000 Penalty: 4876.534668
	Iteration 112Q: 3 clusters Score -2573360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2573361.250000 Penalty: 4876.534668
	Iteration 113Q: 3 clusters Score -2573361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2573370.000000 Penalty: 4876.534668
	Iteration 114Q: 3 clusters Score -2573370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2573368.250000 Penalty: 4876.534668
	Iteration 115Q: 3 clusters Score -2573368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2573366.750000 Penalty: 4876.534668
	Iteration 116Q: 3 clusters Score -2573367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2573370.500000 Penalty: 4876.534668
	Iteration 117Q: 3 clusters Score -2573370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2573369.750000 Penalty: 4876.534668
	Iteration 118Q: 3 clusters Score -2573370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2573371.500000 Penalty: 4876.534668
	Iteration 119Q: 3 clusters Score -2573372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2573372.750000 Penalty: 4876.534668
	Iteration 120F: 3 clusters Score -2573373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2573372.500000 Penalty: 4876.534668
	Iteration 121Q: 3 clusters Score -2573372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2573376.500000 Penalty: 4876.534668
	Iteration 122Q: 3 clusters Score -2573376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2573378.250000 Penalty: 4876.534668
	Iteration 123Q: 3 clusters Score -2573378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2573378.250000 Penalty: 4876.534668
	Iteration 124F: 3 clusters Score -2573378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1859613.250000 Penalty: 2335.665283
	Iteration 0F: 2 clusters Score -1859613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1850542.375000 Penalty: 4671.330566
	Iteration 0F: 3 clusters Score -1850542 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1853371.750000 Penalty: 4671.330566
	Iteration 1F: 3 clusters Score -1853372 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1853953.500000 Penalty: 4671.330566
	Iteration 2F: 3 clusters Score -1853954 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1854579.875000 Penalty: 4671.330566
	Iteration 3F: 3 clusters Score -1854580 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1855187.625000 Penalty: 4671.330566
	Iteration 4F: 3 clusters Score -1855188 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1855715.500000 Penalty: 4671.330566
	Iteration 5F: 3 clusters Score -1855716 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1856080.750000 Penalty: 4671.330566
	Iteration 6F: 3 clusters Score -1856081 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1856330.500000 Penalty: 4671.330566
	Iteration 7Q: 3 clusters Score -1856330 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1856458.625000 Penalty: 4671.330566
	Iteration 8Q: 3 clusters Score -1856459 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1856539.625000 Penalty: 4671.330566
	Iteration 9Q: 3 clusters Score -1856540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1856591.500000 Penalty: 4671.330566
	Iteration 10Q: 3 clusters Score -1856592 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1856621.875000 Penalty: 4671.330566
	Iteration 11Q: 3 clusters Score -1856622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1856665.250000 Penalty: 4671.330566
	Iteration 12Q: 3 clusters Score -1856665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1856692.250000 Penalty: 4671.330566
	Iteration 13Q: 3 clusters Score -1856692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1856715.500000 Penalty: 4671.330566
	Iteration 14Q: 3 clusters Score -1856716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1856740.500000 Penalty: 4671.330566
	Iteration 15Q: 3 clusters Score -1856740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1856761.500000 Penalty: 4671.330566
	Iteration 16Q: 3 clusters Score -1856762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1856784.500000 Penalty: 4671.330566
	Iteration 17Q: 3 clusters Score -1856784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1856806.875000 Penalty: 4671.330566
	Iteration 18Q: 3 clusters Score -1856807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1856835.750000 Penalty: 4671.330566
	Iteration 19Q: 3 clusters Score -1856836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1856859.750000 Penalty: 4671.330566
	Iteration 20F: 3 clusters Score -1856860 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1856904.875000 Penalty: 4671.330566
	Iteration 21Q: 3 clusters Score -1856905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1856949.750000 Penalty: 4671.330566
	Iteration 22Q: 3 clusters Score -1856950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1857007.375000 Penalty: 4671.330566
	Iteration 23Q: 3 clusters Score -1857007 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1857074.875000 Penalty: 4671.330566
	Iteration 24Q: 3 clusters Score -1857075 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1857113.000000 Penalty: 4671.330566
	Iteration 25Q: 3 clusters Score -1857113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1857137.500000 Penalty: 4671.330566
	Iteration 26Q: 3 clusters Score -1857138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1857171.375000 Penalty: 4671.330566
	Iteration 27Q: 3 clusters Score -1857171 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1857197.750000 Penalty: 4671.330566
	Iteration 28Q: 3 clusters Score -1857198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1857207.875000 Penalty: 4671.330566
	Iteration 29Q: 3 clusters Score -1857208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1857222.000000 Penalty: 4671.330566
	Iteration 30Q: 3 clusters Score -1857222 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1857230.250000 Penalty: 4671.330566
	Iteration 31Q: 3 clusters Score -1857230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1857246.750000 Penalty: 4671.330566
	Iteration 32Q: 3 clusters Score -1857247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1857260.000000 Penalty: 4671.330566
	Iteration 33Q: 3 clusters Score -1857260 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1857269.500000 Penalty: 4671.330566
	Iteration 34Q: 3 clusters Score -1857270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1857276.125000 Penalty: 4671.330566
	Iteration 35Q: 3 clusters Score -1857276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1857287.875000 Penalty: 4671.330566
	Iteration 36Q: 3 clusters Score -1857288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1857298.875000 Penalty: 4671.330566
	Iteration 37Q: 3 clusters Score -1857299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1857305.375000 Penalty: 4671.330566
	Iteration 38Q: 3 clusters Score -1857305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1857320.000000 Penalty: 4671.330566
	Iteration 39Q: 3 clusters Score -1857320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1857343.375000 Penalty: 4671.330566
	Iteration 40F: 3 clusters Score -1857343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1857350.625000 Penalty: 4671.330566
	Iteration 41Q: 3 clusters Score -1857351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1857362.625000 Penalty: 4671.330566
	Iteration 42Q: 3 clusters Score -1857363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1857372.250000 Penalty: 4671.330566
	Iteration 43Q: 3 clusters Score -1857372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1857376.500000 Penalty: 4671.330566
	Iteration 44Q: 3 clusters Score -1857376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1857392.750000 Penalty: 4671.330566
	Iteration 45Q: 3 clusters Score -1857393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1857398.750000 Penalty: 4671.330566
	Iteration 46Q: 3 clusters Score -1857399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1857402.750000 Penalty: 4671.330566
	Iteration 47Q: 3 clusters Score -1857403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1857415.875000 Penalty: 4671.330566
	Iteration 48Q: 3 clusters Score -1857416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1857426.500000 Penalty: 4671.330566
	Iteration 49Q: 3 clusters Score -1857426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1857434.250000 Penalty: 4671.330566
	Iteration 50Q: 3 clusters Score -1857434 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1857442.125000 Penalty: 4671.330566
	Iteration 51Q: 3 clusters Score -1857442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1857449.500000 Penalty: 4671.330566
	Iteration 52Q: 3 clusters Score -1857450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1857459.750000 Penalty: 4671.330566
	Iteration 53Q: 3 clusters Score -1857460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1857468.250000 Penalty: 4671.330566
	Iteration 54Q: 3 clusters Score -1857468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1857480.375000 Penalty: 4671.330566
	Iteration 55Q: 3 clusters Score -1857480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1857486.125000 Penalty: 4671.330566
	Iteration 56Q: 3 clusters Score -1857486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1857492.500000 Penalty: 4671.330566
	Iteration 57Q: 3 clusters Score -1857492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1857500.250000 Penalty: 4671.330566
	Iteration 58Q: 3 clusters Score -1857500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1857508.000000 Penalty: 4671.330566
	Iteration 59Q: 3 clusters Score -1857508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1857519.750000 Penalty: 4671.330566
	Iteration 60F: 3 clusters Score -1857520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1857526.250000 Penalty: 4671.330566
	Iteration 61Q: 3 clusters Score -1857526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1857533.625000 Penalty: 4671.330566
	Iteration 62Q: 3 clusters Score -1857534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1857546.500000 Penalty: 4671.330566
	Iteration 63Q: 3 clusters Score -1857546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1857553.750000 Penalty: 4671.330566
	Iteration 64Q: 3 clusters Score -1857554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1857564.250000 Penalty: 4671.330566
	Iteration 65Q: 3 clusters Score -1857564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1857570.125000 Penalty: 4671.330566
	Iteration 66Q: 3 clusters Score -1857570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1857576.750000 Penalty: 4671.330566
	Iteration 67Q: 3 clusters Score -1857577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1857581.750000 Penalty: 4671.330566
	Iteration 68Q: 3 clusters Score -1857582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1857588.875000 Penalty: 4671.330566
	Iteration 69Q: 3 clusters Score -1857589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1857590.625000 Penalty: 4671.330566
	Iteration 70Q: 3 clusters Score -1857591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1857594.000000 Penalty: 4671.330566
	Iteration 71Q: 3 clusters Score -1857594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1857595.500000 Penalty: 4671.330566
	Iteration 72Q: 3 clusters Score -1857596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1857600.125000 Penalty: 4671.330566
	Iteration 73Q: 3 clusters Score -1857600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1857601.875000 Penalty: 4671.330566
	Iteration 74Q: 3 clusters Score -1857602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1857604.375000 Penalty: 4671.330566
	Iteration 75Q: 3 clusters Score -1857604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1857605.875000 Penalty: 4671.330566
	Iteration 76Q: 3 clusters Score -1857606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1857606.250000 Penalty: 4671.330566
	Iteration 77Q: 3 clusters Score -1857606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1857611.875000 Penalty: 4671.330566
	Iteration 78Q: 3 clusters Score -1857612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1857611.000000 Penalty: 4671.330566
	Iteration 79Q: 3 clusters Score -1857611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1857613.375000 Penalty: 4671.330566
	Iteration 80F: 3 clusters Score -1857613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1857610.625000 Penalty: 4671.330566
	Iteration 81Q: 3 clusters Score -1857611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1857610.625000 Penalty: 4671.330566
	Iteration 82F: 3 clusters Score -1857611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Entering Unmasked Estep 
Score: -1783181.250000 Penalty: 2329.937744
	Iteration 0F: 2 clusters Score -1783181 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 6069 members 
Entering Unmasked Estep 
Score: -1774216.750000 Penalty: 4659.875488
	Iteration 0F: 3 clusters Score -1774217 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1776860.750000 Penalty: 4659.875488
	Iteration 1F: 3 clusters Score -1776861 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1777206.125000 Penalty: 4659.875488
	Iteration 2F: 3 clusters Score -1777206 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1777551.500000 Penalty: 4659.875488
	Iteration 3F: 3 clusters Score -1777552 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1777896.875000 Penalty: 4659.875488
	Iteration 4F: 3 clusters Score -1777897 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1778291.125000 Penalty: 4659.875488
	Iteration 5F: 3 clusters Score -1778291 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1778754.000000 Penalty: 4659.875488
	Iteration 6F: 3 clusters Score -1778754 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1779341.375000 Penalty: 4659.875488
	Iteration 7F: 3 clusters Score -1779341 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1779991.875000 Penalty: 4659.875488
	Iteration 8F: 3 clusters Score -1779992 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1780603.000000 Penalty: 4659.875488
	Iteration 9F: 3 clusters Score -1780603 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1781036.250000 Penalty: 4659.875488
	Iteration 10Q: 3 clusters Score -1781036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1781321.250000 Penalty: 4659.875488
	Iteration 11Q: 3 clusters Score -1781321 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1781557.875000 Penalty: 4659.875488
	Iteration 12Q: 3 clusters Score -1781558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1781757.250000 Penalty: 4659.875488
	Iteration 13Q: 3 clusters Score -1781757 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1781943.875000 Penalty: 4659.875488
	Iteration 14Q: 3 clusters Score -1781944 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1782129.375000 Penalty: 4659.875488
	Iteration 15Q: 3 clusters Score -1782129 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1782275.125000 Penalty: 4659.875488
	Iteration 16Q: 3 clusters Score -1782275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1782398.375000 Penalty: 4659.875488
	Iteration 17Q: 3 clusters Score -1782398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1782500.625000 Penalty: 4659.875488
	Iteration 18Q: 3 clusters Score -1782501 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1782569.625000 Penalty: 4659.875488
	Iteration 19Q: 3 clusters Score -1782570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1782612.375000 Penalty: 4659.875488
	Iteration 20F: 3 clusters Score -1782612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1782628.250000 Penalty: 4659.875488
	Iteration 21Q: 3 clusters Score -1782628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1782634.750000 Penalty: 4659.875488
	Iteration 22Q: 3 clusters Score -1782635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1782637.375000 Penalty: 4659.875488
	Iteration 23Q: 3 clusters Score -1782637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1782640.500000 Penalty: 4659.875488
	Iteration 24Q: 3 clusters Score -1782640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1782643.125000 Penalty: 4659.875488
	Iteration 25Q: 3 clusters Score -1782643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1782648.125000 Penalty: 4659.875488
	Iteration 26Q: 3 clusters Score -1782648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1782648.750000 Penalty: 4659.875488
	Iteration 27Q: 3 clusters Score -1782649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1782653.250000 Penalty: 4659.875488
	Iteration 28Q: 3 clusters Score -1782653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1782655.375000 Penalty: 4659.875488
	Iteration 29Q: 3 clusters Score -1782655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1782654.875000 Penalty: 4659.875488
	Iteration 30Q: 3 clusters Score -1782655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1782656.875000 Penalty: 4659.875488
	Iteration 31Q: 3 clusters Score -1782657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1782656.750000 Penalty: 4659.875488
	Iteration 32Q: 3 clusters Score -1782657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1782655.500000 Penalty: 4659.875488
	Iteration 33Q: 3 clusters Score -1782656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1782655.500000 Penalty: 4659.875488
	Iteration 34F: 3 clusters Score -1782656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1156614.500000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1156614 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 4087 members 
Entering Unmasked Estep 
Score: -1150243.875000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1150244 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1151915.875000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1151916 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1152247.625000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1152248 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1152569.125000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1152569 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1152899.625000 Penalty: 4466.010742
	Iteration 4F: 3 clusters Score -1152900 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1153253.500000 Penalty: 4466.010742
	Iteration 5F: 3 clusters Score -1153254 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1153586.000000 Penalty: 4466.010742
	Iteration 6F: 3 clusters Score -1153586 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1153861.375000 Penalty: 4466.010742
	Iteration 7F: 3 clusters Score -1153861 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1154068.750000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1154069 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1154237.125000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1154237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1154362.875000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1154363 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1154469.250000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1154469 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1154555.000000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1154555 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1154617.000000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1154617 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1154666.000000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1154666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1154693.750000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1154694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1154718.125000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1154718 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1154739.375000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1154739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1154750.125000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1154750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1154758.125000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1154758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1154770.875000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1154771 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1154782.375000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1154782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1154795.375000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1154795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1154810.375000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1154810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1154819.500000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1154820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1154823.750000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1154824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1154836.250000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1154836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1154837.875000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1154838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1154842.750000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1154843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1154847.000000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1154847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1154850.500000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1154850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1154852.750000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1154853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1154854.875000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1154855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1154857.875000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1154858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1154856.500000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1154856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1154857.750000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1154858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1154860.000000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1154860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1154863.625000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1154864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1154866.000000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1154866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1154866.875000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1154867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1154871.375000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1154871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1154875.000000 Penalty: 4466.010742
	Iteration 41Q: 3 clusters Score -1154875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1154879.250000 Penalty: 4466.010742
	Iteration 42Q: 3 clusters Score -1154879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1154886.875000 Penalty: 4466.010742
	Iteration 43Q: 3 clusters Score -1154887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1154889.500000 Penalty: 4466.010742
	Iteration 44Q: 3 clusters Score -1154890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1154898.375000 Penalty: 4466.010742
	Iteration 45Q: 3 clusters Score -1154898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1154902.125000 Penalty: 4466.010742
	Iteration 46Q: 3 clusters Score -1154902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1154909.500000 Penalty: 4466.010742
	Iteration 47Q: 3 clusters Score -1154910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1154914.000000 Penalty: 4466.010742
	Iteration 48Q: 3 clusters Score -1154914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1154920.500000 Penalty: 4466.010742
	Iteration 49Q: 3 clusters Score -1154920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1154923.875000 Penalty: 4466.010742
	Iteration 50Q: 3 clusters Score -1154924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1154922.500000 Penalty: 4466.010742
	Iteration 51Q: 3 clusters Score -1154922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1154926.250000 Penalty: 4466.010742
	Iteration 52Q: 3 clusters Score -1154926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1154932.000000 Penalty: 4466.010742
	Iteration 53Q: 3 clusters Score -1154932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1154932.375000 Penalty: 4466.010742
	Iteration 54Q: 3 clusters Score -1154932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1154934.250000 Penalty: 4466.010742
	Iteration 55Q: 3 clusters Score -1154934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1154934.625000 Penalty: 4466.010742
	Iteration 56Q: 3 clusters Score -1154935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1154938.500000 Penalty: 4466.010742
	Iteration 57Q: 3 clusters Score -1154938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1154938.000000 Penalty: 4466.010742
	Iteration 58Q: 3 clusters Score -1154938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1154939.875000 Penalty: 4466.010742
	Iteration 59Q: 3 clusters Score -1154940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1154944.750000 Penalty: 4466.010742
	Iteration 60F: 3 clusters Score -1154945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1154946.125000 Penalty: 4466.010742
	Iteration 61Q: 3 clusters Score -1154946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1154950.500000 Penalty: 4466.010742
	Iteration 62Q: 3 clusters Score -1154950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1154953.500000 Penalty: 4466.010742
	Iteration 63Q: 3 clusters Score -1154954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1154955.625000 Penalty: 4466.010742
	Iteration 64Q: 3 clusters Score -1154956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1154960.625000 Penalty: 4466.010742
	Iteration 65Q: 3 clusters Score -1154961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1154965.000000 Penalty: 4466.010742
	Iteration 66Q: 3 clusters Score -1154965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1154971.125000 Penalty: 4466.010742
	Iteration 67Q: 3 clusters Score -1154971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1154974.375000 Penalty: 4466.010742
	Iteration 68Q: 3 clusters Score -1154974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1154980.750000 Penalty: 4466.010742
	Iteration 69Q: 3 clusters Score -1154981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1154984.125000 Penalty: 4466.010742
	Iteration 70Q: 3 clusters Score -1154984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1154984.375000 Penalty: 4466.010742
	Iteration 71Q: 3 clusters Score -1154984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1154986.875000 Penalty: 4466.010742
	Iteration 72Q: 3 clusters Score -1154987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1154990.125000 Penalty: 4466.010742
	Iteration 73Q: 3 clusters Score -1154990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1154991.125000 Penalty: 4466.010742
	Iteration 74Q: 3 clusters Score -1154991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1154994.250000 Penalty: 4466.010742
	Iteration 75Q: 3 clusters Score -1154994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1154995.250000 Penalty: 4466.010742
	Iteration 76Q: 3 clusters Score -1154995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1154997.000000 Penalty: 4466.010742
	Iteration 77Q: 3 clusters Score -1154997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1154997.250000 Penalty: 4466.010742
	Iteration 78Q: 3 clusters Score -1154997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1154997.125000 Penalty: 4466.010742
	Iteration 79Q: 3 clusters Score -1154997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1154997.750000 Penalty: 4466.010742
	Iteration 80F: 3 clusters Score -1154998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1155002.625000 Penalty: 4466.010742
	Iteration 81Q: 3 clusters Score -1155003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1155003.000000 Penalty: 4466.010742
	Iteration 82Q: 3 clusters Score -1155003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1155006.125000 Penalty: 4466.010742
	Iteration 83Q: 3 clusters Score -1155006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1155011.500000 Penalty: 4466.010742
	Iteration 84Q: 3 clusters Score -1155012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1155018.375000 Penalty: 4466.010742
	Iteration 85Q: 3 clusters Score -1155018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1155022.125000 Penalty: 4466.010742
	Iteration 86Q: 3 clusters Score -1155022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1155022.375000 Penalty: 4466.010742
	Iteration 87Q: 3 clusters Score -1155022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1155027.500000 Penalty: 4466.010742
	Iteration 88Q: 3 clusters Score -1155028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1155034.375000 Penalty: 4466.010742
	Iteration 89Q: 3 clusters Score -1155034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1155037.125000 Penalty: 4466.010742
	Iteration 90Q: 3 clusters Score -1155037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1155053.875000 Penalty: 4466.010742
	Iteration 91Q: 3 clusters Score -1155054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1155064.000000 Penalty: 4466.010742
	Iteration 92Q: 3 clusters Score -1155064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1155076.875000 Penalty: 4466.010742
	Iteration 93Q: 3 clusters Score -1155077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1155086.375000 Penalty: 4466.010742
	Iteration 94Q: 3 clusters Score -1155086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1155098.625000 Penalty: 4466.010742
	Iteration 95Q: 3 clusters Score -1155099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1155113.500000 Penalty: 4466.010742
	Iteration 96Q: 3 clusters Score -1155114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1155117.875000 Penalty: 4466.010742
	Iteration 97Q: 3 clusters Score -1155118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1155124.125000 Penalty: 4466.010742
	Iteration 98Q: 3 clusters Score -1155124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1155133.125000 Penalty: 4466.010742
	Iteration 99Q: 3 clusters Score -1155133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1155137.625000 Penalty: 4466.010742
	Iteration 100F: 3 clusters Score -1155138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1155142.500000 Penalty: 4466.010742
	Iteration 101Q: 3 clusters Score -1155142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1155151.000000 Penalty: 4466.010742
	Iteration 102Q: 3 clusters Score -1155151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1155159.250000 Penalty: 4466.010742
	Iteration 103Q: 3 clusters Score -1155159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1155167.250000 Penalty: 4466.010742
	Iteration 104Q: 3 clusters Score -1155167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1155175.000000 Penalty: 4466.010742
	Iteration 105Q: 3 clusters Score -1155175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1155183.625000 Penalty: 4466.010742
	Iteration 106Q: 3 clusters Score -1155184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1155192.750000 Penalty: 4466.010742
	Iteration 107Q: 3 clusters Score -1155193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1155205.250000 Penalty: 4466.010742
	Iteration 108Q: 3 clusters Score -1155205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1155225.250000 Penalty: 4466.010742
	Iteration 109Q: 3 clusters Score -1155225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1155242.000000 Penalty: 4466.010742
	Iteration 110Q: 3 clusters Score -1155242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1155254.625000 Penalty: 4466.010742
	Iteration 111Q: 3 clusters Score -1155255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1155263.125000 Penalty: 4466.010742
	Iteration 112Q: 3 clusters Score -1155263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1155270.750000 Penalty: 4466.010742
	Iteration 113Q: 3 clusters Score -1155271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1155275.125000 Penalty: 4466.010742
	Iteration 114Q: 3 clusters Score -1155275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1155278.125000 Penalty: 4466.010742
	Iteration 115Q: 3 clusters Score -1155278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1155278.750000 Penalty: 4466.010742
	Iteration 116Q: 3 clusters Score -1155279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1155280.375000 Penalty: 4466.010742
	Iteration 117Q: 3 clusters Score -1155280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1155282.375000 Penalty: 4466.010742
	Iteration 118Q: 3 clusters Score -1155282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1155286.500000 Penalty: 4466.010742
	Iteration 119Q: 3 clusters Score -1155286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1155287.250000 Penalty: 4466.010742
	Iteration 120F: 3 clusters Score -1155287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1155287.625000 Penalty: 4466.010742
	Iteration 121Q: 3 clusters Score -1155288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1155288.625000 Penalty: 4466.010742
	Iteration 122Q: 3 clusters Score -1155289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1155288.375000 Penalty: 4466.010742
	Iteration 123Q: 3 clusters Score -1155288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1155288.375000 Penalty: 4466.010742
	Iteration 124F: 3 clusters Score -1155288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Entering Unmasked Estep 
Score: -4772015.000000 Penalty: 2572.904785
	Iteration 0F: 2 clusters Score -4772015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4750142.500000 Penalty: 5145.809570
	Iteration 0F: 3 clusters Score -4750142 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4757890.000000 Penalty: 5145.809570
	Iteration 1F: 3 clusters Score -4757890 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4758327.500000 Penalty: 5145.809570
	Iteration 2Q: 3 clusters Score -4758328 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4758792.000000 Penalty: 5145.809570
	Iteration 3Q: 3 clusters Score -4758792 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4759276.000000 Penalty: 5145.809570
	Iteration 4Q: 3 clusters Score -4759276 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4759712.500000 Penalty: 5145.809570
	Iteration 5Q: 3 clusters Score -4759712 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -4760258.500000 Penalty: 5145.809570
	Iteration 6Q: 3 clusters Score -4760258 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -4760804.000000 Penalty: 5145.809570
	Iteration 7Q: 3 clusters Score -4760804 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -4761354.500000 Penalty: 5145.809570
	Iteration 8Q: 3 clusters Score -4761354 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -4761970.000000 Penalty: 5145.809570
	Iteration 9Q: 3 clusters Score -4761970 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4762622.500000 Penalty: 5145.809570
	Iteration 10Q: 3 clusters Score -4762622 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -4763196.500000 Penalty: 5145.809570
	Iteration 11Q: 3 clusters Score -4763196 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4763850.000000 Penalty: 5145.809570
	Iteration 12Q: 3 clusters Score -4763850 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4764562.500000 Penalty: 5145.809570
	Iteration 13Q: 3 clusters Score -4764562 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -4765247.000000 Penalty: 5145.809570
	Iteration 14Q: 3 clusters Score -4765247 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -4765844.500000 Penalty: 5145.809570
	Iteration 15Q: 3 clusters Score -4765844 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4766358.500000 Penalty: 5145.809570
	Iteration 16Q: 3 clusters Score -4766358 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4766808.000000 Penalty: 5145.809570
	Iteration 17Q: 3 clusters Score -4766808 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -4767172.000000 Penalty: 5145.809570
	Iteration 18Q: 3 clusters Score -4767172 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4767469.000000 Penalty: 5145.809570
	Iteration 19Q: 3 clusters Score -4767469 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4767757.000000 Penalty: 5145.809570
	Iteration 20F: 3 clusters Score -4767757 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -4767994.500000 Penalty: 5145.809570
	Iteration 21Q: 3 clusters Score -4767994 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4768169.500000 Penalty: 5145.809570
	Iteration 22Q: 3 clusters Score -4768170 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4768336.000000 Penalty: 5145.809570
	Iteration 23Q: 3 clusters Score -4768336 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4768475.500000 Penalty: 5145.809570
	Iteration 24Q: 3 clusters Score -4768476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -4768604.500000 Penalty: 5145.809570
	Iteration 25Q: 3 clusters Score -4768604 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4768698.500000 Penalty: 5145.809570
	Iteration 26Q: 3 clusters Score -4768698 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4768792.500000 Penalty: 5145.809570
	Iteration 27Q: 3 clusters Score -4768792 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4768887.500000 Penalty: 5145.809570
	Iteration 28Q: 3 clusters Score -4768888 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -4768985.500000 Penalty: 5145.809570
	Iteration 29Q: 3 clusters Score -4768986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -4769082.500000 Penalty: 5145.809570
	Iteration 30Q: 3 clusters Score -4769082 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4769140.000000 Penalty: 5145.809570
	Iteration 31Q: 3 clusters Score -4769140 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4769210.500000 Penalty: 5145.809570
	Iteration 32Q: 3 clusters Score -4769210 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -4769257.000000 Penalty: 5145.809570
	Iteration 33Q: 3 clusters Score -4769257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4769311.000000 Penalty: 5145.809570
	Iteration 34Q: 3 clusters Score -4769311 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4769366.000000 Penalty: 5145.809570
	Iteration 35Q: 3 clusters Score -4769366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4769413.000000 Penalty: 5145.809570
	Iteration 36Q: 3 clusters Score -4769413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4769461.000000 Penalty: 5145.809570
	Iteration 37Q: 3 clusters Score -4769461 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4769501.500000 Penalty: 5145.809570
	Iteration 38Q: 3 clusters Score -4769502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4769524.500000 Penalty: 5145.809570
	Iteration 39Q: 3 clusters Score -4769524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -4769554.500000 Penalty: 5145.809570
	Iteration 40F: 3 clusters Score -4769554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4769578.500000 Penalty: 5145.809570
	Iteration 41Q: 3 clusters Score -4769578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4769600.000000 Penalty: 5145.809570
	Iteration 42Q: 3 clusters Score -4769600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4769623.500000 Penalty: 5145.809570
	Iteration 43Q: 3 clusters Score -4769624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4769637.500000 Penalty: 5145.809570
	Iteration 44Q: 3 clusters Score -4769638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -4769651.500000 Penalty: 5145.809570
	Iteration 45Q: 3 clusters Score -4769652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4769668.000000 Penalty: 5145.809570
	Iteration 46Q: 3 clusters Score -4769668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4769683.000000 Penalty: 5145.809570
	Iteration 47Q: 3 clusters Score -4769683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4769686.500000 Penalty: 5145.809570
	Iteration 48Q: 3 clusters Score -4769686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4769691.000000 Penalty: 5145.809570
	Iteration 49Q: 3 clusters Score -4769691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4769694.500000 Penalty: 5145.809570
	Iteration 50Q: 3 clusters Score -4769694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4769698.500000 Penalty: 5145.809570
	Iteration 51Q: 3 clusters Score -4769698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4769705.500000 Penalty: 5145.809570
	Iteration 52Q: 3 clusters Score -4769706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4769710.500000 Penalty: 5145.809570
	Iteration 53Q: 3 clusters Score -4769710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4769712.500000 Penalty: 5145.809570
	Iteration 54Q: 3 clusters Score -4769712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -4769715.500000 Penalty: 5145.809570
	Iteration 55Q: 3 clusters Score -4769716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4769716.000000 Penalty: 5145.809570
	Iteration 56Q: 3 clusters Score -4769716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4769706.500000 Penalty: 5145.809570
	Iteration 57Q: 3 clusters Score -4769706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4769708.000000 Penalty: 5145.809570
	Iteration 58Q: 3 clusters Score -4769708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4769711.500000 Penalty: 5145.809570
	Iteration 59Q: 3 clusters Score -4769712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4769711.500000 Penalty: 5145.809570
	Iteration 60F: 3 clusters Score -4769712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -4769712.000000 Penalty: 5145.809570
	Iteration 61Q: 3 clusters Score -4769712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4769718.000000 Penalty: 5145.809570
	Iteration 62Q: 3 clusters Score -4769718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4769718.000000 Penalty: 5145.809570
	Iteration 63F: 3 clusters Score -4769718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58642.066406 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58642.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57493.644531 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57493.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57890.765625 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57890.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58162.312500 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -58162.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58299.578125 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -58299.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58369.730469 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -58369.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58386.964844 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -58386.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58429.644531 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -58429.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58461.621094 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58461.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58507.593750 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58507.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58518.726562 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -58518.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58522.007812 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -58522.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58525.257812 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -58525.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58532.179688 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -58532.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58537.363281 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -58537.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58542.515625 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -58542.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58562.273438 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -58562.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58569.402344 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -58569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58569.402344 Penalty: 3069.378906
	Iteration 17F: 3 clusters Score -58569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Entering Unmasked Estep 
Score: -1448753.500000 Penalty: 2278.419189
	Iteration 0F: 2 clusters Score -1448754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1441288.625000 Penalty: 4556.838379
	Iteration 0F: 3 clusters Score -1441289 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1443373.000000 Penalty: 4556.838379
	Iteration 1F: 3 clusters Score -1443373 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1443682.875000 Penalty: 4556.838379
	Iteration 2F: 3 clusters Score -1443683 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1443872.125000 Penalty: 4556.838379
	Iteration 3Q: 3 clusters Score -1443872 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1444014.750000 Penalty: 4556.838379
	Iteration 4Q: 3 clusters Score -1444015 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1444111.375000 Penalty: 4556.838379
	Iteration 5Q: 3 clusters Score -1444111 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1444174.625000 Penalty: 4556.838379
	Iteration 6Q: 3 clusters Score -1444175 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1444221.500000 Penalty: 4556.838379
	Iteration 7Q: 3 clusters Score -1444222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1444270.500000 Penalty: 4556.838379
	Iteration 8Q: 3 clusters Score -1444270 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1444310.000000 Penalty: 4556.838379
	Iteration 9Q: 3 clusters Score -1444310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1444352.125000 Penalty: 4556.838379
	Iteration 10Q: 3 clusters Score -1444352 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1444402.500000 Penalty: 4556.838379
	Iteration 11Q: 3 clusters Score -1444402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1444455.875000 Penalty: 4556.838379
	Iteration 12Q: 3 clusters Score -1444456 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1444521.125000 Penalty: 4556.838379
	Iteration 13Q: 3 clusters Score -1444521 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1444599.625000 Penalty: 4556.838379
	Iteration 14Q: 3 clusters Score -1444600 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1444702.625000 Penalty: 4556.838379
	Iteration 15Q: 3 clusters Score -1444703 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1444807.000000 Penalty: 4556.838379
	Iteration 16Q: 3 clusters Score -1444807 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1444940.250000 Penalty: 4556.838379
	Iteration 17Q: 3 clusters Score -1444940 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1445097.500000 Penalty: 4556.838379
	Iteration 18Q: 3 clusters Score -1445098 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1445295.375000 Penalty: 4556.838379
	Iteration 19Q: 3 clusters Score -1445295 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1445490.250000 Penalty: 4556.838379
	Iteration 20F: 3 clusters Score -1445490 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1445677.125000 Penalty: 4556.838379
	Iteration 21Q: 3 clusters Score -1445677 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1445870.125000 Penalty: 4556.838379
	Iteration 22Q: 3 clusters Score -1445870 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1446042.000000 Penalty: 4556.838379
	Iteration 23Q: 3 clusters Score -1446042 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1446185.250000 Penalty: 4556.838379
	Iteration 24Q: 3 clusters Score -1446185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1446302.125000 Penalty: 4556.838379
	Iteration 25Q: 3 clusters Score -1446302 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1446383.250000 Penalty: 4556.838379
	Iteration 26Q: 3 clusters Score -1446383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1446475.250000 Penalty: 4556.838379
	Iteration 27Q: 3 clusters Score -1446475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1446527.625000 Penalty: 4556.838379
	Iteration 28Q: 3 clusters Score -1446528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1446582.625000 Penalty: 4556.838379
	Iteration 29Q: 3 clusters Score -1446583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1446623.375000 Penalty: 4556.838379
	Iteration 30Q: 3 clusters Score -1446623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1446655.875000 Penalty: 4556.838379
	Iteration 31Q: 3 clusters Score -1446656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1446687.250000 Penalty: 4556.838379
	Iteration 32Q: 3 clusters Score -1446687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1446701.375000 Penalty: 4556.838379
	Iteration 33Q: 3 clusters Score -1446701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1446711.875000 Penalty: 4556.838379
	Iteration 34Q: 3 clusters Score -1446712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1446721.250000 Penalty: 4556.838379
	Iteration 35Q: 3 clusters Score -1446721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1446728.375000 Penalty: 4556.838379
	Iteration 36Q: 3 clusters Score -1446728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1446736.500000 Penalty: 4556.838379
	Iteration 37Q: 3 clusters Score -1446736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1446741.875000 Penalty: 4556.838379
	Iteration 38Q: 3 clusters Score -1446742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1446746.000000 Penalty: 4556.838379
	Iteration 39Q: 3 clusters Score -1446746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1446750.750000 Penalty: 4556.838379
	Iteration 40F: 3 clusters Score -1446751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1446751.375000 Penalty: 4556.838379
	Iteration 41Q: 3 clusters Score -1446751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1446751.000000 Penalty: 4556.838379
	Iteration 42Q: 3 clusters Score -1446751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1446755.000000 Penalty: 4556.838379
	Iteration 43Q: 3 clusters Score -1446755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1446759.875000 Penalty: 4556.838379
	Iteration 44Q: 3 clusters Score -1446760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1446763.250000 Penalty: 4556.838379
	Iteration 45Q: 3 clusters Score -1446763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1446765.750000 Penalty: 4556.838379
	Iteration 46Q: 3 clusters Score -1446766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1446772.875000 Penalty: 4556.838379
	Iteration 47Q: 3 clusters Score -1446773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1446772.000000 Penalty: 4556.838379
	Iteration 48Q: 3 clusters Score -1446772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1446774.375000 Penalty: 4556.838379
	Iteration 49Q: 3 clusters Score -1446774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1446777.750000 Penalty: 4556.838379
	Iteration 50Q: 3 clusters Score -1446778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1446778.125000 Penalty: 4556.838379
	Iteration 51Q: 3 clusters Score -1446778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1446780.125000 Penalty: 4556.838379
	Iteration 52Q: 3 clusters Score -1446780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1446780.125000 Penalty: 4556.838379
	Iteration 53F: 3 clusters Score -1446780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Entering Unmasked Estep 
Score: -8462617.000000 Penalty: 2729.708252
	Iteration 0F: 2 clusters Score -8462617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -8421975.000000 Penalty: 5459.416504
	Iteration 0F: 3 clusters Score -8421975 nChanged 28087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -8438137.000000 Penalty: 5459.416504
	Iteration 1F: 3 clusters Score -8438137 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -8439415.000000 Penalty: 5459.416504
	Iteration 2Q: 3 clusters Score -8439415 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -8441344.000000 Penalty: 5459.416504
	Iteration 3F: 3 clusters Score -8441344 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -8443643.000000 Penalty: 5459.416504
	Iteration 4F: 3 clusters Score -8443643 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8446054.000000 Penalty: 5459.416504
	Iteration 5F: 3 clusters Score -8446054 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -8448423.000000 Penalty: 5459.416504
	Iteration 6F: 3 clusters Score -8448423 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8450670.000000 Penalty: 5459.416504
	Iteration 7F: 3 clusters Score -8450670 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -8452786.000000 Penalty: 5459.416504
	Iteration 8F: 3 clusters Score -8452786 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -8454595.000000 Penalty: 5459.416504
	Iteration 9Q: 3 clusters Score -8454595 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -8456275.000000 Penalty: 5459.416504
	Iteration 10Q: 3 clusters Score -8456275 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -8457630.000000 Penalty: 5459.416504
	Iteration 11Q: 3 clusters Score -8457630 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8458677.000000 Penalty: 5459.416504
	Iteration 12Q: 3 clusters Score -8458677 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56480 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8459549.000000 Penalty: 5459.416504
	Iteration 13Q: 3 clusters Score -8459549 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8460188.000000 Penalty: 5459.416504
	Iteration 14Q: 3 clusters Score -8460188 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57878 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8460646.000000 Penalty: 5459.416504
	Iteration 15Q: 3 clusters Score -8460646 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8461039.000000 Penalty: 5459.416504
	Iteration 16Q: 3 clusters Score -8461039 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8461385.000000 Penalty: 5459.416504
	Iteration 17Q: 3 clusters Score -8461385 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8461591.000000 Penalty: 5459.416504
	Iteration 18Q: 3 clusters Score -8461591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8461699.000000 Penalty: 5459.416504
	Iteration 19Q: 3 clusters Score -8461699 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8461772.000000 Penalty: 5459.416504
	Iteration 20F: 3 clusters Score -8461772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8461795.000000 Penalty: 5459.416504
	Iteration 21Q: 3 clusters Score -8461795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8461806.000000 Penalty: 5459.416504
	Iteration 22Q: 3 clusters Score -8461806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8461811.000000 Penalty: 5459.416504
	Iteration 23Q: 3 clusters Score -8461811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8461822.000000 Penalty: 5459.416504
	Iteration 24Q: 3 clusters Score -8461822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8461831.000000 Penalty: 5459.416504
	Iteration 25Q: 3 clusters Score -8461831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8461827.000000 Penalty: 5459.416504
	Iteration 26Q: 3 clusters Score -8461827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8461832.000000 Penalty: 5459.416504
	Iteration 27Q: 3 clusters Score -8461832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8461827.000000 Penalty: 5459.416504
	Iteration 28Q: 3 clusters Score -8461827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8461824.000000 Penalty: 5459.416504
	Iteration 29Q: 3 clusters Score -8461824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8461831.000000 Penalty: 5459.416504
	Iteration 30Q: 3 clusters Score -8461831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8461835.000000 Penalty: 5459.416504
	Iteration 31Q: 3 clusters Score -8461835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58754 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8461836.000000 Penalty: 5459.416504
	Iteration 32Q: 3 clusters Score -8461836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8461837.000000 Penalty: 5459.416504
	Iteration 33Q: 3 clusters Score -8461837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8461840.000000 Penalty: 5459.416504
	Iteration 34Q: 3 clusters Score -8461840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58761 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8461840.000000 Penalty: 5459.416504
	Iteration 35Q: 3 clusters Score -8461840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8461840.000000 Penalty: 5459.416504
	Iteration 36Q: 3 clusters Score -8461840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8461838.000000 Penalty: 5459.416504
	Iteration 37Q: 3 clusters Score -8461838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8461838.000000 Penalty: 5459.416504
	Iteration 38Q: 3 clusters Score -8461838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8461838.000000 Penalty: 5459.416504
	Iteration 39F: 3 clusters Score -8461838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -1426066.000000 Penalty: 2276.687256
	Iteration 0F: 2 clusters Score -1426066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1418630.875000 Penalty: 4553.374512
	Iteration 0F: 3 clusters Score -1418631 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1420791.500000 Penalty: 4553.374512
	Iteration 1F: 3 clusters Score -1420792 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1421195.625000 Penalty: 4553.374512
	Iteration 2F: 3 clusters Score -1421196 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1421665.875000 Penalty: 4553.374512
	Iteration 3F: 3 clusters Score -1421666 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1422147.875000 Penalty: 4553.374512
	Iteration 4F: 3 clusters Score -1422148 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1422661.125000 Penalty: 4553.374512
	Iteration 5F: 3 clusters Score -1422661 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1423164.250000 Penalty: 4553.374512
	Iteration 6F: 3 clusters Score -1423164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1423521.000000 Penalty: 4553.374512
	Iteration 7Q: 3 clusters Score -1423521 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1423771.500000 Penalty: 4553.374512
	Iteration 8Q: 3 clusters Score -1423772 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1423992.125000 Penalty: 4553.374512
	Iteration 9Q: 3 clusters Score -1423992 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1424162.625000 Penalty: 4553.374512
	Iteration 10Q: 3 clusters Score -1424163 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1424323.500000 Penalty: 4553.374512
	Iteration 11Q: 3 clusters Score -1424324 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1424446.375000 Penalty: 4553.374512
	Iteration 12Q: 3 clusters Score -1424446 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1424544.125000 Penalty: 4553.374512
	Iteration 13Q: 3 clusters Score -1424544 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1424618.125000 Penalty: 4553.374512
	Iteration 14Q: 3 clusters Score -1424618 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1424658.250000 Penalty: 4553.374512
	Iteration 15Q: 3 clusters Score -1424658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1424678.625000 Penalty: 4553.374512
	Iteration 16Q: 3 clusters Score -1424679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1424686.250000 Penalty: 4553.374512
	Iteration 17Q: 3 clusters Score -1424686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1424694.000000 Penalty: 4553.374512
	Iteration 18Q: 3 clusters Score -1424694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1424699.375000 Penalty: 4553.374512
	Iteration 19Q: 3 clusters Score -1424699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1424704.125000 Penalty: 4553.374512
	Iteration 20F: 3 clusters Score -1424704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1424707.125000 Penalty: 4553.374512
	Iteration 21Q: 3 clusters Score -1424707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1424706.875000 Penalty: 4553.374512
	Iteration 22Q: 3 clusters Score -1424707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1424709.125000 Penalty: 4553.374512
	Iteration 23Q: 3 clusters Score -1424709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1424708.875000 Penalty: 4553.374512
	Iteration 24Q: 3 clusters Score -1424709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1424709.625000 Penalty: 4553.374512
	Iteration 25Q: 3 clusters Score -1424710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1424711.875000 Penalty: 4553.374512
	Iteration 26Q: 3 clusters Score -1424712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1424712.125000 Penalty: 4553.374512
	Iteration 27Q: 3 clusters Score -1424712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1424710.625000 Penalty: 4553.374512
	Iteration 28Q: 3 clusters Score -1424711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1424714.875000 Penalty: 4553.374512
	Iteration 29Q: 3 clusters Score -1424715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1424715.125000 Penalty: 4553.374512
	Iteration 30Q: 3 clusters Score -1424715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1424717.125000 Penalty: 4553.374512
	Iteration 31Q: 3 clusters Score -1424717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1424716.250000 Penalty: 4553.374512
	Iteration 32Q: 3 clusters Score -1424716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1424719.375000 Penalty: 4553.374512
	Iteration 33Q: 3 clusters Score -1424719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1424718.000000 Penalty: 4553.374512
	Iteration 34Q: 3 clusters Score -1424718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1424718.375000 Penalty: 4553.374512
	Iteration 35Q: 3 clusters Score -1424718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1424721.250000 Penalty: 4553.374512
	Iteration 36Q: 3 clusters Score -1424721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1424723.750000 Penalty: 4553.374512
	Iteration 37Q: 3 clusters Score -1424724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1424725.000000 Penalty: 4553.374512
	Iteration 38Q: 3 clusters Score -1424725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1424726.125000 Penalty: 4553.374512
	Iteration 39Q: 3 clusters Score -1424726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1424725.375000 Penalty: 4553.374512
	Iteration 40F: 3 clusters Score -1424725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1424725.250000 Penalty: 4553.374512
	Iteration 41Q: 3 clusters Score -1424725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1424726.625000 Penalty: 4553.374512
	Iteration 42Q: 3 clusters Score -1424727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1424726.625000 Penalty: 4553.374512
	Iteration 43F: 3 clusters Score -1424727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -764549.937500 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -764549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -759742.250000 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -759742.2 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -761137.937500 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -761137.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -761456.687500 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -761456.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -761745.375000 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -761745.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -762126.000000 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -762126 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -762572.687500 Penalty: 4273.602051
	Iteration 5F: 3 clusters Score -762572.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -763028.187500 Penalty: 4273.602051
	Iteration 6F: 3 clusters Score -763028.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -763355.562500 Penalty: 4273.602051
	Iteration 7F: 3 clusters Score -763355.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -763550.750000 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -763550.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -763658.687500 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -763658.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -763720.625000 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -763720.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -763765.812500 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -763765.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -763799.812500 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -763799.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -763821.312500 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -763821.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -763841.187500 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -763841.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -763856.625000 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -763856.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -763870.562500 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -763870.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -763879.625000 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -763879.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -763891.187500 Penalty: 4273.602051
	Iteration 18Q: 3 clusters Score -763891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -763905.875000 Penalty: 4273.602051
	Iteration 19Q: 3 clusters Score -763905.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -763927.375000 Penalty: 4273.602051
	Iteration 20F: 3 clusters Score -763927.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -763952.250000 Penalty: 4273.602051
	Iteration 21Q: 3 clusters Score -763952.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -763972.562500 Penalty: 4273.602051
	Iteration 22Q: 3 clusters Score -763972.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -763993.687500 Penalty: 4273.602051
	Iteration 23Q: 3 clusters Score -763993.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -764004.250000 Penalty: 4273.602051
	Iteration 24Q: 3 clusters Score -764004.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -764011.000000 Penalty: 4273.602051
	Iteration 25Q: 3 clusters Score -764011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -764016.500000 Penalty: 4273.602051
	Iteration 26Q: 3 clusters Score -764016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -764023.062500 Penalty: 4273.602051
	Iteration 27Q: 3 clusters Score -764023.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -764029.375000 Penalty: 4273.602051
	Iteration 28Q: 3 clusters Score -764029.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -764035.562500 Penalty: 4273.602051
	Iteration 29Q: 3 clusters Score -764035.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -764041.937500 Penalty: 4273.602051
	Iteration 30Q: 3 clusters Score -764041.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -764046.875000 Penalty: 4273.602051
	Iteration 31Q: 3 clusters Score -764046.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -764053.437500 Penalty: 4273.602051
	Iteration 32Q: 3 clusters Score -764053.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -764060.250000 Penalty: 4273.602051
	Iteration 33Q: 3 clusters Score -764060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -764065.687500 Penalty: 4273.602051
	Iteration 34Q: 3 clusters Score -764065.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -764071.812500 Penalty: 4273.602051
	Iteration 35Q: 3 clusters Score -764071.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -764078.437500 Penalty: 4273.602051
	Iteration 36Q: 3 clusters Score -764078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -764081.562500 Penalty: 4273.602051
	Iteration 37Q: 3 clusters Score -764081.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -764085.312500 Penalty: 4273.602051
	Iteration 38Q: 3 clusters Score -764085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -764086.875000 Penalty: 4273.602051
	Iteration 39Q: 3 clusters Score -764086.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -764087.187500 Penalty: 4273.602051
	Iteration 40F: 3 clusters Score -764087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -764089.062500 Penalty: 4273.602051
	Iteration 41Q: 3 clusters Score -764089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -764089.750000 Penalty: 4273.602051
	Iteration 42Q: 3 clusters Score -764089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -764089.750000 Penalty: 4273.602051
	Iteration 43F: 3 clusters Score -764089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -107421.882812 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -107421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105716.242188 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -105716.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106093.773438 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -106093.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106250.218750 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -106250.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106386.023438 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -106386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -106491.015625 Penalty: 3390.251465
	Iteration 4F: 3 clusters Score -106491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -106597.757812 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -106597.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -106678.039062 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -106678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106715.945312 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -106715.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106771.578125 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -106771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106791.929688 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -106791.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -106798.476562 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -106798.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106801.984375 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -106802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106803.250000 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -106803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -106805.468750 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -106805.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106812.453125 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -106812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -106819.242188 Penalty: 3390.251465
	Iteration 15F: 3 clusters Score -106819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -106861.242188 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -106861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106864.656250 Penalty: 3390.251465
	Iteration 17Q: 3 clusters Score -106864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106870.812500 Penalty: 3390.251465
	Iteration 18Q: 3 clusters Score -106870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106877.078125 Penalty: 3390.251465
	Iteration 19Q: 3 clusters Score -106877.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -106889.773438 Penalty: 3390.251465
	Iteration 20F: 3 clusters Score -106889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -107011.046875 Penalty: 3390.251465
	Iteration 21Q: 3 clusters Score -107011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107049.773438 Penalty: 3390.251465
	Iteration 22Q: 3 clusters Score -107049.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -107062.476562 Penalty: 3390.251465
	Iteration 23Q: 3 clusters Score -107062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107065.578125 Penalty: 3390.251465
	Iteration 24Q: 3 clusters Score -107065.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -107065.578125 Penalty: 3390.251465
	Iteration 25F: 3 clusters Score -107065.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Entering Unmasked Estep 
Score: -1226084.875000 Penalty: 2239.829834
	Iteration 0F: 2 clusters Score -1226085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1219412.750000 Penalty: 4479.659668
	Iteration 0F: 3 clusters Score -1219413 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1221305.125000 Penalty: 4479.659668
	Iteration 1F: 3 clusters Score -1221305 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1221566.375000 Penalty: 4479.659668
	Iteration 2F: 3 clusters Score -1221566 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1221752.875000 Penalty: 4479.659668
	Iteration 3Q: 3 clusters Score -1221753 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1221910.250000 Penalty: 4479.659668
	Iteration 4Q: 3 clusters Score -1221910 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1222072.250000 Penalty: 4479.659668
	Iteration 5Q: 3 clusters Score -1222072 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1222234.000000 Penalty: 4479.659668
	Iteration 6Q: 3 clusters Score -1222234 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1222382.500000 Penalty: 4479.659668
	Iteration 7Q: 3 clusters Score -1222382 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1222547.125000 Penalty: 4479.659668
	Iteration 8Q: 3 clusters Score -1222547 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1222734.375000 Penalty: 4479.659668
	Iteration 9Q: 3 clusters Score -1222734 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1222971.875000 Penalty: 4479.659668
	Iteration 10Q: 3 clusters Score -1222972 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1223249.375000 Penalty: 4479.659668
	Iteration 11Q: 3 clusters Score -1223249 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1223533.875000 Penalty: 4479.659668
	Iteration 12Q: 3 clusters Score -1223534 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1223781.000000 Penalty: 4479.659668
	Iteration 13Q: 3 clusters Score -1223781 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1224005.875000 Penalty: 4479.659668
	Iteration 14Q: 3 clusters Score -1224006 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1224214.250000 Penalty: 4479.659668
	Iteration 15Q: 3 clusters Score -1224214 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1224377.250000 Penalty: 4479.659668
	Iteration 16Q: 3 clusters Score -1224377 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1224492.625000 Penalty: 4479.659668
	Iteration 17Q: 3 clusters Score -1224493 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1224586.500000 Penalty: 4479.659668
	Iteration 18Q: 3 clusters Score -1224586 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1224647.750000 Penalty: 4479.659668
	Iteration 19Q: 3 clusters Score -1224648 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1224690.375000 Penalty: 4479.659668
	Iteration 20F: 3 clusters Score -1224690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1224722.750000 Penalty: 4479.659668
	Iteration 21Q: 3 clusters Score -1224723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1224755.000000 Penalty: 4479.659668
	Iteration 22Q: 3 clusters Score -1224755 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1224781.000000 Penalty: 4479.659668
	Iteration 23Q: 3 clusters Score -1224781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1224795.750000 Penalty: 4479.659668
	Iteration 24Q: 3 clusters Score -1224796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1224809.625000 Penalty: 4479.659668
	Iteration 25Q: 3 clusters Score -1224810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1224821.625000 Penalty: 4479.659668
	Iteration 26Q: 3 clusters Score -1224822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1224823.625000 Penalty: 4479.659668
	Iteration 27Q: 3 clusters Score -1224824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1224830.875000 Penalty: 4479.659668
	Iteration 28Q: 3 clusters Score -1224831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1224837.000000 Penalty: 4479.659668
	Iteration 29Q: 3 clusters Score -1224837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1224846.750000 Penalty: 4479.659668
	Iteration 30Q: 3 clusters Score -1224847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1224846.375000 Penalty: 4479.659668
	Iteration 31Q: 3 clusters Score -1224846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1224848.125000 Penalty: 4479.659668
	Iteration 32Q: 3 clusters Score -1224848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1224847.500000 Penalty: 4479.659668
	Iteration 33Q: 3 clusters Score -1224848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1224847.500000 Penalty: 4479.659668
	Iteration 34F: 3 clusters Score -1224848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -1444321.000000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -1444321 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 4842 members 
Entering Unmasked Estep 
Score: -1436825.000000 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -1436825 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1438992.500000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -1438992 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1439311.375000 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -1439311 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1439560.750000 Penalty: 4550.297852
	Iteration 3F: 3 clusters Score -1439561 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1439780.500000 Penalty: 4550.297852
	Iteration 4Q: 3 clusters Score -1439780 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1440010.000000 Penalty: 4550.297852
	Iteration 5Q: 3 clusters Score -1440010 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1440240.000000 Penalty: 4550.297852
	Iteration 6Q: 3 clusters Score -1440240 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1440459.625000 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -1440460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1440712.750000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -1440713 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1440944.750000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -1440945 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1441185.750000 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -1441186 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1441423.125000 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -1441423 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1441636.000000 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -1441636 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1441809.250000 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -1441809 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1441937.375000 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -1441937 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1442013.375000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -1442013 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1442057.250000 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -1442057 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1442098.250000 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -1442098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1442126.750000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -1442127 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1442157.375000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -1442157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1442176.000000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -1442176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1442189.125000 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -1442189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1442197.125000 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -1442197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1442203.500000 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -1442204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1442209.625000 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -1442210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1442213.125000 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -1442213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1442214.500000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -1442214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1442219.875000 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -1442220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1442225.625000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -1442226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1442228.000000 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -1442228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1442230.500000 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -1442230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1442235.375000 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -1442235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1442239.500000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -1442240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1442235.500000 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -1442236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1442237.875000 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -1442238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1442239.375000 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -1442239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1442244.125000 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -1442244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1442244.500000 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -1442244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1442244.625000 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -1442245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1442245.125000 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -1442245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1442244.875000 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -1442245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1442245.000000 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -1442245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1442245.500000 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -1442246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1442245.000000 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -1442245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1442244.750000 Penalty: 4550.297852
	Iteration 44Q: 3 clusters Score -1442245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1442245.625000 Penalty: 4550.297852
	Iteration 45Q: 3 clusters Score -1442246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1442245.625000 Penalty: 4550.297852
	Iteration 46F: 3 clusters Score -1442246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Entering Unmasked Estep 
Score: -785136.187500 Penalty: 2160.233643
	Iteration 0F: 2 clusters Score -785136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -779983.562500 Penalty: 4320.467285
	Iteration 0F: 3 clusters Score -779983.6 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -781907.437500 Penalty: 4320.467285
	Iteration 1F: 3 clusters Score -781907.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -782772.125000 Penalty: 4320.467285
	Iteration 2F: 3 clusters Score -782772.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -783503.312500 Penalty: 4320.467285
	Iteration 3F: 3 clusters Score -783503.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -784072.750000 Penalty: 4320.467285
	Iteration 4F: 3 clusters Score -784072.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -784453.187500 Penalty: 4320.467285
	Iteration 5F: 3 clusters Score -784453.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -784728.750000 Penalty: 4320.467285
	Iteration 6Q: 3 clusters Score -784728.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -784895.687500 Penalty: 4320.467285
	Iteration 7Q: 3 clusters Score -784895.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -785029.312500 Penalty: 4320.467285
	Iteration 8Q: 3 clusters Score -785029.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -785120.937500 Penalty: 4320.467285
	Iteration 9Q: 3 clusters Score -785120.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -785179.500000 Penalty: 4320.467285
	Iteration 10Q: 3 clusters Score -785179.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -785215.375000 Penalty: 4320.467285
	Iteration 11Q: 3 clusters Score -785215.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -785249.125000 Penalty: 4320.467285
	Iteration 12Q: 3 clusters Score -785249.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -785271.625000 Penalty: 4320.467285
	Iteration 13Q: 3 clusters Score -785271.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -785291.625000 Penalty: 4320.467285
	Iteration 14Q: 3 clusters Score -785291.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -785310.125000 Penalty: 4320.467285
	Iteration 15Q: 3 clusters Score -785310.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -785323.187500 Penalty: 4320.467285
	Iteration 16Q: 3 clusters Score -785323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -785330.312500 Penalty: 4320.467285
	Iteration 17Q: 3 clusters Score -785330.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -785338.062500 Penalty: 4320.467285
	Iteration 18Q: 3 clusters Score -785338.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -785348.250000 Penalty: 4320.467285
	Iteration 19Q: 3 clusters Score -785348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -785352.000000 Penalty: 4320.467285
	Iteration 20F: 3 clusters Score -785352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -785355.000000 Penalty: 4320.467285
	Iteration 21Q: 3 clusters Score -785355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -785356.500000 Penalty: 4320.467285
	Iteration 22Q: 3 clusters Score -785356.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -785357.375000 Penalty: 4320.467285
	Iteration 23Q: 3 clusters Score -785357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785358.812500 Penalty: 4320.467285
	Iteration 24Q: 3 clusters Score -785358.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785359.875000 Penalty: 4320.467285
	Iteration 25Q: 3 clusters Score -785359.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785358.937500 Penalty: 4320.467285
	Iteration 26Q: 3 clusters Score -785358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785359.875000 Penalty: 4320.467285
	Iteration 27Q: 3 clusters Score -785359.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -785358.687500 Penalty: 4320.467285
	Iteration 28Q: 3 clusters Score -785358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785360.500000 Penalty: 4320.467285
	Iteration 29Q: 3 clusters Score -785360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -785360.500000 Penalty: 4320.467285
	Iteration 30F: 3 clusters Score -785360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36457 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56632 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98726 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 3498 members 
Entering Unmasked Estep 
Score: -115072128.000000 Penalty: 171962.734375
Splitting cluster 21 changes total score from -115073344.000000 to -115072128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -1238666.750000 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -1238667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1232073.500000 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -1232074 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1233898.125000 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -1233898 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1234212.375000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -1234212 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1234446.750000 Penalty: 4476.804688
	Iteration 3F: 3 clusters Score -1234447 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1234655.875000 Penalty: 4476.804688
	Iteration 4Q: 3 clusters Score -1234656 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1234874.000000 Penalty: 4476.804688
	Iteration 5Q: 3 clusters Score -1234874 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1235059.875000 Penalty: 4476.804688
	Iteration 6Q: 3 clusters Score -1235060 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1235223.000000 Penalty: 4476.804688
	Iteration 7Q: 3 clusters Score -1235223 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1235375.625000 Penalty: 4476.804688
	Iteration 8Q: 3 clusters Score -1235376 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1235501.250000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -1235501 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1235619.500000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -1235620 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1235743.125000 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -1235743 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1235861.250000 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -1235861 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1235955.625000 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -1235956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1236027.250000 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -1236027 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1236088.500000 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -1236088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1236136.750000 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -1236137 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1236173.875000 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -1236174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1236206.250000 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -1236206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1236225.875000 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -1236226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1236251.250000 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -1236251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1236266.875000 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -1236267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1236280.875000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -1236281 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1236294.750000 Penalty: 4476.804688
	Iteration 23Q: 3 clusters Score -1236295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1236307.625000 Penalty: 4476.804688
	Iteration 24Q: 3 clusters Score -1236308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1236319.125000 Penalty: 4476.804688
	Iteration 25Q: 3 clusters Score -1236319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1236324.875000 Penalty: 4476.804688
	Iteration 26Q: 3 clusters Score -1236325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1236338.750000 Penalty: 4476.804688
	Iteration 27Q: 3 clusters Score -1236339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1236344.875000 Penalty: 4476.804688
	Iteration 28Q: 3 clusters Score -1236345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1236351.750000 Penalty: 4476.804688
	Iteration 29Q: 3 clusters Score -1236352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1236352.000000 Penalty: 4476.804688
	Iteration 30Q: 3 clusters Score -1236352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1236360.875000 Penalty: 4476.804688
	Iteration 31Q: 3 clusters Score -1236361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1236367.125000 Penalty: 4476.804688
	Iteration 32Q: 3 clusters Score -1236367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1236367.750000 Penalty: 4476.804688
	Iteration 33Q: 3 clusters Score -1236368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1236369.625000 Penalty: 4476.804688
	Iteration 34Q: 3 clusters Score -1236370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1236371.875000 Penalty: 4476.804688
	Iteration 35Q: 3 clusters Score -1236372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1236377.000000 Penalty: 4476.804688
	Iteration 36Q: 3 clusters Score -1236377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1236376.875000 Penalty: 4476.804688
	Iteration 37Q: 3 clusters Score -1236377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1236375.375000 Penalty: 4476.804688
	Iteration 38Q: 3 clusters Score -1236375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1236375.500000 Penalty: 4476.804688
	Iteration 39Q: 3 clusters Score -1236376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1236376.250000 Penalty: 4476.804688
	Iteration 40F: 3 clusters Score -1236376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -456128.250000 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -456128.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -452722.187500 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -452722.2 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -453511.437500 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -453511.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -453784.656250 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -453784.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -454010.093750 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -454010.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -454162.875000 Penalty: 4005.025879
	Iteration 4F: 3 clusters Score -454162.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -454272.250000 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -454272.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -454357.531250 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -454357.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -454435.156250 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -454435.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -454520.000000 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -454520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -454643.125000 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -454643.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -454776.000000 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -454776 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -454913.687500 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -454913.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -455114.750000 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -455114.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -455359.062500 Penalty: 4005.025879
	Iteration 13F: 3 clusters Score -455359.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -455549.843750 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -455549.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -455706.312500 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -455706.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -455818.250000 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -455818.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -455910.875000 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -455910.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -456014.125000 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -456014.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -456090.218750 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -456090.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -456134.531250 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -456134.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -456161.312500 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -456161.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -456176.718750 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -456176.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -456185.562500 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -456185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -456189.562500 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -456189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -456196.500000 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -456196.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -456198.625000 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -456198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456198.718750 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -456198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456198.718750 Penalty: 4005.025879
	Iteration 28F: 3 clusters Score -456198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36457 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 1281 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56632 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98726 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1931 members 
Entering Unmasked Estep 
Score: -115072136.000000 Penalty: 171962.734375
Splitting cluster 23 changes total score from -115073344.000000 to -115072136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (19436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Entering Unmasked Estep 
Score: -2870373.000000 Penalty: 2448.970947
	Iteration 0F: 2 clusters Score -2870373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2856657.750000 Penalty: 4897.941895
	Iteration 0F: 3 clusters Score -2856658 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2861328.750000 Penalty: 4897.941895
	Iteration 1F: 3 clusters Score -2861329 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2861709.250000 Penalty: 4897.941895
	Iteration 2F: 3 clusters Score -2861709 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2862023.000000 Penalty: 4897.941895
	Iteration 3Q: 3 clusters Score -2862023 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2862318.000000 Penalty: 4897.941895
	Iteration 4Q: 3 clusters Score -2862318 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2862603.250000 Penalty: 4897.941895
	Iteration 5Q: 3 clusters Score -2862603 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2862898.250000 Penalty: 4897.941895
	Iteration 6Q: 3 clusters Score -2862898 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2863230.250000 Penalty: 4897.941895
	Iteration 7Q: 3 clusters Score -2863230 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2863648.000000 Penalty: 4897.941895
	Iteration 8Q: 3 clusters Score -2863648 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2864136.500000 Penalty: 4897.941895
	Iteration 9Q: 3 clusters Score -2864136 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2864682.750000 Penalty: 4897.941895
	Iteration 10Q: 3 clusters Score -2864683 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2865121.750000 Penalty: 4897.941895
	Iteration 11Q: 3 clusters Score -2865122 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2865574.000000 Penalty: 4897.941895
	Iteration 12Q: 3 clusters Score -2865574 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2865984.000000 Penalty: 4897.941895
	Iteration 13Q: 3 clusters Score -2865984 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2866374.000000 Penalty: 4897.941895
	Iteration 14Q: 3 clusters Score -2866374 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2866722.750000 Penalty: 4897.941895
	Iteration 15Q: 3 clusters Score -2866723 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -2867034.000000 Penalty: 4897.941895
	Iteration 16Q: 3 clusters Score -2867034 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2867335.250000 Penalty: 4897.941895
	Iteration 17Q: 3 clusters Score -2867335 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2867576.250000 Penalty: 4897.941895
	Iteration 18Q: 3 clusters Score -2867576 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2867738.000000 Penalty: 4897.941895
	Iteration 19Q: 3 clusters Score -2867738 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2867861.500000 Penalty: 4897.941895
	Iteration 20F: 3 clusters Score -2867862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2867931.750000 Penalty: 4897.941895
	Iteration 21Q: 3 clusters Score -2867932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2868006.000000 Penalty: 4897.941895
	Iteration 22Q: 3 clusters Score -2868006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2868059.750000 Penalty: 4897.941895
	Iteration 23Q: 3 clusters Score -2868060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2868115.000000 Penalty: 4897.941895
	Iteration 24Q: 3 clusters Score -2868115 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2868152.000000 Penalty: 4897.941895
	Iteration 25Q: 3 clusters Score -2868152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2868179.000000 Penalty: 4897.941895
	Iteration 26Q: 3 clusters Score -2868179 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2868209.000000 Penalty: 4897.941895
	Iteration 27Q: 3 clusters Score -2868209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2868217.750000 Penalty: 4897.941895
	Iteration 28Q: 3 clusters Score -2868218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2868226.500000 Penalty: 4897.941895
	Iteration 29Q: 3 clusters Score -2868226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2868230.750000 Penalty: 4897.941895
	Iteration 30Q: 3 clusters Score -2868231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2868236.000000 Penalty: 4897.941895
	Iteration 31Q: 3 clusters Score -2868236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2868236.750000 Penalty: 4897.941895
	Iteration 32Q: 3 clusters Score -2868237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2868238.250000 Penalty: 4897.941895
	Iteration 33Q: 3 clusters Score -2868238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2868236.500000 Penalty: 4897.941895
	Iteration 34Q: 3 clusters Score -2868236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2868235.000000 Penalty: 4897.941895
	Iteration 35Q: 3 clusters Score -2868235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2868246.500000 Penalty: 4897.941895
	Iteration 36Q: 3 clusters Score -2868246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2868247.000000 Penalty: 4897.941895
	Iteration 37Q: 3 clusters Score -2868247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2868248.000000 Penalty: 4897.941895
	Iteration 38Q: 3 clusters Score -2868248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2868254.250000 Penalty: 4897.941895
	Iteration 39Q: 3 clusters Score -2868254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2868262.500000 Penalty: 4897.941895
	Iteration 40F: 3 clusters Score -2868262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2868265.500000 Penalty: 4897.941895
	Iteration 41Q: 3 clusters Score -2868266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2868271.750000 Penalty: 4897.941895
	Iteration 42Q: 3 clusters Score -2868272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2868283.000000 Penalty: 4897.941895
	Iteration 43Q: 3 clusters Score -2868283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2868281.750000 Penalty: 4897.941895
	Iteration 44Q: 3 clusters Score -2868282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2868284.000000 Penalty: 4897.941895
	Iteration 45Q: 3 clusters Score -2868284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2868288.500000 Penalty: 4897.941895
	Iteration 46Q: 3 clusters Score -2868288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2868294.250000 Penalty: 4897.941895
	Iteration 47Q: 3 clusters Score -2868294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2868295.000000 Penalty: 4897.941895
	Iteration 48Q: 3 clusters Score -2868295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2868295.750000 Penalty: 4897.941895
	Iteration 49Q: 3 clusters Score -2868296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2868299.750000 Penalty: 4897.941895
	Iteration 50Q: 3 clusters Score -2868300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2868299.000000 Penalty: 4897.941895
	Iteration 51Q: 3 clusters Score -2868299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2868302.500000 Penalty: 4897.941895
	Iteration 52Q: 3 clusters Score -2868302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2868302.500000 Penalty: 4897.941895
	Iteration 53Q: 3 clusters Score -2868302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2868302.750000 Penalty: 4897.941895
	Iteration 54Q: 3 clusters Score -2868303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2868302.250000 Penalty: 4897.941895
	Iteration 55Q: 3 clusters Score -2868302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2868302.500000 Penalty: 4897.941895
	Iteration 56Q: 3 clusters Score -2868302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2868302.500000 Penalty: 4897.941895
	Iteration 57F: 3 clusters Score -2868302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -606691.562500 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -606691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -602603.187500 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -602603.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -603639.625000 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -603639.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -603895.187500 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -603895.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -604059.000000 Penalty: 4154.083496
	Iteration 3F: 3 clusters Score -604059 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -604138.625000 Penalty: 4154.083496
	Iteration 4Q: 3 clusters Score -604138.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -604192.000000 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -604192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -604242.250000 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -604242.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -604302.250000 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -604302.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -604368.562500 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -604368.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -604438.062500 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -604438.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -604494.750000 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -604494.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -604547.375000 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -604547.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -604615.312500 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -604615.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -604695.062500 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -604695.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -604776.687500 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -604776.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -604870.000000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -604870 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -604955.375000 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -604955.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -605059.375000 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -605059.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -605157.125000 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -605157.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -605266.687500 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -605266.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -605384.687500 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -605384.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -605472.687500 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -605472.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -605549.562500 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -605549.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -605605.500000 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -605605.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -605667.750000 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -605667.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -605716.250000 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -605716.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -605754.000000 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -605754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -605787.000000 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -605787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -605815.312500 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -605815.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -605846.937500 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -605846.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -605869.812500 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -605869.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -605887.125000 Penalty: 4154.083496
	Iteration 31Q: 3 clusters Score -605887.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -605899.125000 Penalty: 4154.083496
	Iteration 32Q: 3 clusters Score -605899.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -605910.250000 Penalty: 4154.083496
	Iteration 33Q: 3 clusters Score -605910.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -605921.312500 Penalty: 4154.083496
	Iteration 34Q: 3 clusters Score -605921.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -605935.687500 Penalty: 4154.083496
	Iteration 35Q: 3 clusters Score -605935.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -605954.812500 Penalty: 4154.083496
	Iteration 36Q: 3 clusters Score -605954.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -605985.000000 Penalty: 4154.083496
	Iteration 37Q: 3 clusters Score -605985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -606033.937500 Penalty: 4154.083496
	Iteration 38Q: 3 clusters Score -606033.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -606086.750000 Penalty: 4154.083496
	Iteration 39Q: 3 clusters Score -606086.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -606131.625000 Penalty: 4154.083496
	Iteration 40F: 3 clusters Score -606131.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -606180.812500 Penalty: 4154.083496
	Iteration 41Q: 3 clusters Score -606180.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -606228.562500 Penalty: 4154.083496
	Iteration 42Q: 3 clusters Score -606228.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -606257.687500 Penalty: 4154.083496
	Iteration 43Q: 3 clusters Score -606257.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -606279.875000 Penalty: 4154.083496
	Iteration 44Q: 3 clusters Score -606279.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -606295.187500 Penalty: 4154.083496
	Iteration 45Q: 3 clusters Score -606295.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -606311.125000 Penalty: 4154.083496
	Iteration 46Q: 3 clusters Score -606311.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -606323.187500 Penalty: 4154.083496
	Iteration 47Q: 3 clusters Score -606323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -606332.625000 Penalty: 4154.083496
	Iteration 48Q: 3 clusters Score -606332.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -606341.187500 Penalty: 4154.083496
	Iteration 49Q: 3 clusters Score -606341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -606345.625000 Penalty: 4154.083496
	Iteration 50Q: 3 clusters Score -606345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -606348.937500 Penalty: 4154.083496
	Iteration 51Q: 3 clusters Score -606348.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -606350.562500 Penalty: 4154.083496
	Iteration 52Q: 3 clusters Score -606350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -606350.312500 Penalty: 4154.083496
	Iteration 53Q: 3 clusters Score -606350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -606352.625000 Penalty: 4154.083496
	Iteration 54Q: 3 clusters Score -606352.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -606352.625000 Penalty: 4154.083496
	Iteration 55Q: 3 clusters Score -606352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -606352.625000 Penalty: 4154.083496
	Iteration 56F: 3 clusters Score -606352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -1089855.500000 Penalty: 2205.878174
	Iteration 0F: 2 clusters Score -1089856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1083865.875000 Penalty: 4411.756348
	Iteration 0F: 3 clusters Score -1083866 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1085448.500000 Penalty: 4411.756348
	Iteration 1F: 3 clusters Score -1085448 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1085713.000000 Penalty: 4411.756348
	Iteration 2F: 3 clusters Score -1085713 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1085867.250000 Penalty: 4411.756348
	Iteration 3Q: 3 clusters Score -1085867 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1085978.875000 Penalty: 4411.756348
	Iteration 4Q: 3 clusters Score -1085979 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1086054.375000 Penalty: 4411.756348
	Iteration 5Q: 3 clusters Score -1086054 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1086109.750000 Penalty: 4411.756348
	Iteration 6Q: 3 clusters Score -1086110 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1086163.000000 Penalty: 4411.756348
	Iteration 7Q: 3 clusters Score -1086163 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1086217.375000 Penalty: 4411.756348
	Iteration 8Q: 3 clusters Score -1086217 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1086260.000000 Penalty: 4411.756348
	Iteration 9Q: 3 clusters Score -1086260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1086302.500000 Penalty: 4411.756348
	Iteration 10Q: 3 clusters Score -1086302 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1086334.500000 Penalty: 4411.756348
	Iteration 11Q: 3 clusters Score -1086334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1086374.125000 Penalty: 4411.756348
	Iteration 12Q: 3 clusters Score -1086374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1086410.000000 Penalty: 4411.756348
	Iteration 13Q: 3 clusters Score -1086410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1086453.125000 Penalty: 4411.756348
	Iteration 14Q: 3 clusters Score -1086453 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1086498.375000 Penalty: 4411.756348
	Iteration 15Q: 3 clusters Score -1086498 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1086547.875000 Penalty: 4411.756348
	Iteration 16Q: 3 clusters Score -1086548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1086596.875000 Penalty: 4411.756348
	Iteration 17Q: 3 clusters Score -1086597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1086651.000000 Penalty: 4411.756348
	Iteration 18Q: 3 clusters Score -1086651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1086704.375000 Penalty: 4411.756348
	Iteration 19Q: 3 clusters Score -1086704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1086758.000000 Penalty: 4411.756348
	Iteration 20F: 3 clusters Score -1086758 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1086815.875000 Penalty: 4411.756348
	Iteration 21Q: 3 clusters Score -1086816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1086877.375000 Penalty: 4411.756348
	Iteration 22Q: 3 clusters Score -1086877 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1086947.875000 Penalty: 4411.756348
	Iteration 23Q: 3 clusters Score -1086948 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1087052.500000 Penalty: 4411.756348
	Iteration 24Q: 3 clusters Score -1087052 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1087142.250000 Penalty: 4411.756348
	Iteration 25Q: 3 clusters Score -1087142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1087225.375000 Penalty: 4411.756348
	Iteration 26Q: 3 clusters Score -1087225 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1087304.500000 Penalty: 4411.756348
	Iteration 27Q: 3 clusters Score -1087304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1087364.375000 Penalty: 4411.756348
	Iteration 28Q: 3 clusters Score -1087364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1087429.375000 Penalty: 4411.756348
	Iteration 29Q: 3 clusters Score -1087429 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1087487.625000 Penalty: 4411.756348
	Iteration 30Q: 3 clusters Score -1087488 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1087535.625000 Penalty: 4411.756348
	Iteration 31Q: 3 clusters Score -1087536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1087583.000000 Penalty: 4411.756348
	Iteration 32Q: 3 clusters Score -1087583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1087632.750000 Penalty: 4411.756348
	Iteration 33Q: 3 clusters Score -1087633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1087687.625000 Penalty: 4411.756348
	Iteration 34Q: 3 clusters Score -1087688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1087733.750000 Penalty: 4411.756348
	Iteration 35Q: 3 clusters Score -1087734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1087763.750000 Penalty: 4411.756348
	Iteration 36Q: 3 clusters Score -1087764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1087792.250000 Penalty: 4411.756348
	Iteration 37Q: 3 clusters Score -1087792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1087815.875000 Penalty: 4411.756348
	Iteration 38Q: 3 clusters Score -1087816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1087836.875000 Penalty: 4411.756348
	Iteration 39Q: 3 clusters Score -1087837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1087856.250000 Penalty: 4411.756348
	Iteration 40F: 3 clusters Score -1087856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1087870.375000 Penalty: 4411.756348
	Iteration 41Q: 3 clusters Score -1087870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1087881.125000 Penalty: 4411.756348
	Iteration 42Q: 3 clusters Score -1087881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1087897.125000 Penalty: 4411.756348
	Iteration 43Q: 3 clusters Score -1087897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1087916.750000 Penalty: 4411.756348
	Iteration 44Q: 3 clusters Score -1087917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1087927.750000 Penalty: 4411.756348
	Iteration 45Q: 3 clusters Score -1087928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1087936.125000 Penalty: 4411.756348
	Iteration 46Q: 3 clusters Score -1087936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1087940.125000 Penalty: 4411.756348
	Iteration 47Q: 3 clusters Score -1087940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1087940.375000 Penalty: 4411.756348
	Iteration 48Q: 3 clusters Score -1087940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1087941.625000 Penalty: 4411.756348
	Iteration 49Q: 3 clusters Score -1087942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1087942.125000 Penalty: 4411.756348
	Iteration 50Q: 3 clusters Score -1087942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1087942.125000 Penalty: 4411.756348
	Iteration 51F: 3 clusters Score -1087942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -328260.218750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -328260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -325480.593750 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -325480.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -326185.031250 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -326185 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -326481.562500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -326481.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -326628.968750 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -326629 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -326746.781250 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -326746.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -326851.250000 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -326851.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -326924.937500 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -326924.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -326986.656250 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -326986.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -327033.062500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -327033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -327071.031250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -327071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -327112.468750 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -327112.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -327129.250000 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -327129.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -327143.312500 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -327143.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -327154.812500 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -327154.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -327163.031250 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -327163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -327173.656250 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -327173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -327175.937500 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -327175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -327178.562500 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -327178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -327183.968750 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -327184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -327190.062500 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -327190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -327194.656250 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -327194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -327196.531250 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -327196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -327197.468750 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -327197.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -327197.468750 Penalty: 3849.403076
	Iteration 23F: 3 clusters Score -327197.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1223445.250000 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -1223445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1216416.125000 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -1216416 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1218511.875000 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -1218512 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1218948.125000 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -1218948 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1219378.625000 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -1219379 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1219716.250000 Penalty: 4516.069824
	Iteration 4F: 3 clusters Score -1219716 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1219994.625000 Penalty: 4516.069824
	Iteration 5F: 3 clusters Score -1219995 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1220224.250000 Penalty: 4516.069824
	Iteration 6Q: 3 clusters Score -1220224 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1220408.625000 Penalty: 4516.069824
	Iteration 7Q: 3 clusters Score -1220409 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1220579.625000 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -1220580 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1220720.625000 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -1220721 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1220829.250000 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -1220829 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1220907.125000 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -1220907 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1220957.375000 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -1220957 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1221000.500000 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -1221000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1221043.750000 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -1221044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1221083.125000 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -1221083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1221116.750000 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -1221117 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1221143.000000 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -1221143 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1221167.000000 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -1221167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1221186.375000 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -1221186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1221210.625000 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -1221211 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1221237.250000 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -1221237 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1221275.000000 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -1221275 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1221316.125000 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -1221316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1221350.500000 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -1221350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1221380.875000 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -1221381 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1221403.250000 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -1221403 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1221428.750000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -1221429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1221448.500000 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -1221448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1221466.125000 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -1221466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1221482.500000 Penalty: 4516.069824
	Iteration 30Q: 3 clusters Score -1221482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1221498.875000 Penalty: 4516.069824
	Iteration 31Q: 3 clusters Score -1221499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1221514.125000 Penalty: 4516.069824
	Iteration 32Q: 3 clusters Score -1221514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1221529.375000 Penalty: 4516.069824
	Iteration 33Q: 3 clusters Score -1221529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1221545.000000 Penalty: 4516.069824
	Iteration 34Q: 3 clusters Score -1221545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1221562.000000 Penalty: 4516.069824
	Iteration 35Q: 3 clusters Score -1221562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1221572.875000 Penalty: 4516.069824
	Iteration 36Q: 3 clusters Score -1221573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1221586.750000 Penalty: 4516.069824
	Iteration 37Q: 3 clusters Score -1221587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1221593.875000 Penalty: 4516.069824
	Iteration 38Q: 3 clusters Score -1221594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1221600.375000 Penalty: 4516.069824
	Iteration 39Q: 3 clusters Score -1221600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1221612.750000 Penalty: 4516.069824
	Iteration 40F: 3 clusters Score -1221613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1221623.000000 Penalty: 4516.069824
	Iteration 41Q: 3 clusters Score -1221623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1221635.875000 Penalty: 4516.069824
	Iteration 42Q: 3 clusters Score -1221636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1221644.500000 Penalty: 4516.069824
	Iteration 43Q: 3 clusters Score -1221644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1221656.000000 Penalty: 4516.069824
	Iteration 44Q: 3 clusters Score -1221656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1221664.500000 Penalty: 4516.069824
	Iteration 45Q: 3 clusters Score -1221664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1221677.375000 Penalty: 4516.069824
	Iteration 46Q: 3 clusters Score -1221677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1221685.125000 Penalty: 4516.069824
	Iteration 47Q: 3 clusters Score -1221685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1221696.625000 Penalty: 4516.069824
	Iteration 48Q: 3 clusters Score -1221697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1221707.250000 Penalty: 4516.069824
	Iteration 49Q: 3 clusters Score -1221707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1221717.625000 Penalty: 4516.069824
	Iteration 50Q: 3 clusters Score -1221718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1221722.125000 Penalty: 4516.069824
	Iteration 51Q: 3 clusters Score -1221722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1221731.500000 Penalty: 4516.069824
	Iteration 52Q: 3 clusters Score -1221732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1221739.875000 Penalty: 4516.069824
	Iteration 53Q: 3 clusters Score -1221740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1221746.750000 Penalty: 4516.069824
	Iteration 54Q: 3 clusters Score -1221747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1221750.750000 Penalty: 4516.069824
	Iteration 55Q: 3 clusters Score -1221751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1221763.000000 Penalty: 4516.069824
	Iteration 56Q: 3 clusters Score -1221763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1221771.125000 Penalty: 4516.069824
	Iteration 57Q: 3 clusters Score -1221771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1221781.375000 Penalty: 4516.069824
	Iteration 58Q: 3 clusters Score -1221781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1221785.750000 Penalty: 4516.069824
	Iteration 59Q: 3 clusters Score -1221786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1221793.500000 Penalty: 4516.069824
	Iteration 60F: 3 clusters Score -1221794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1221799.250000 Penalty: 4516.069824
	Iteration 61Q: 3 clusters Score -1221799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1221806.375000 Penalty: 4516.069824
	Iteration 62Q: 3 clusters Score -1221806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1221813.000000 Penalty: 4516.069824
	Iteration 63Q: 3 clusters Score -1221813 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1221818.875000 Penalty: 4516.069824
	Iteration 64Q: 3 clusters Score -1221819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1221823.500000 Penalty: 4516.069824
	Iteration 65Q: 3 clusters Score -1221824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1221831.625000 Penalty: 4516.069824
	Iteration 66Q: 3 clusters Score -1221832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1221837.000000 Penalty: 4516.069824
	Iteration 67Q: 3 clusters Score -1221837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1221841.875000 Penalty: 4516.069824
	Iteration 68Q: 3 clusters Score -1221842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1221844.125000 Penalty: 4516.069824
	Iteration 69Q: 3 clusters Score -1221844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1221843.625000 Penalty: 4516.069824
	Iteration 70Q: 3 clusters Score -1221844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1221848.125000 Penalty: 4516.069824
	Iteration 71Q: 3 clusters Score -1221848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1221852.625000 Penalty: 4516.069824
	Iteration 72Q: 3 clusters Score -1221853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1221860.875000 Penalty: 4516.069824
	Iteration 73Q: 3 clusters Score -1221861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1221864.875000 Penalty: 4516.069824
	Iteration 74Q: 3 clusters Score -1221865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1221870.125000 Penalty: 4516.069824
	Iteration 75Q: 3 clusters Score -1221870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1221876.250000 Penalty: 4516.069824
	Iteration 76Q: 3 clusters Score -1221876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1221878.750000 Penalty: 4516.069824
	Iteration 77Q: 3 clusters Score -1221879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1221879.250000 Penalty: 4516.069824
	Iteration 78Q: 3 clusters Score -1221879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1221880.500000 Penalty: 4516.069824
	Iteration 79Q: 3 clusters Score -1221880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1221884.250000 Penalty: 4516.069824
	Iteration 80F: 3 clusters Score -1221884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1221883.875000 Penalty: 4516.069824
	Iteration 81Q: 3 clusters Score -1221884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1221887.500000 Penalty: 4516.069824
	Iteration 82Q: 3 clusters Score -1221888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1221887.875000 Penalty: 4516.069824
	Iteration 83Q: 3 clusters Score -1221888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1221888.375000 Penalty: 4516.069824
	Iteration 84Q: 3 clusters Score -1221888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1221886.750000 Penalty: 4516.069824
	Iteration 85Q: 3 clusters Score -1221887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1221890.125000 Penalty: 4516.069824
	Iteration 86Q: 3 clusters Score -1221890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1221891.500000 Penalty: 4516.069824
	Iteration 87Q: 3 clusters Score -1221892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1221894.000000 Penalty: 4516.069824
	Iteration 88Q: 3 clusters Score -1221894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1221894.875000 Penalty: 4516.069824
	Iteration 89Q: 3 clusters Score -1221895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1221893.875000 Penalty: 4516.069824
	Iteration 90Q: 3 clusters Score -1221894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1221895.250000 Penalty: 4516.069824
	Iteration 91Q: 3 clusters Score -1221895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1221893.375000 Penalty: 4516.069824
	Iteration 92Q: 3 clusters Score -1221893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1221893.375000 Penalty: 4516.069824
	Iteration 93F: 3 clusters Score -1221893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (56632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Entering Unmasked Estep 
Score: -8480116.000000 Penalty: 2714.193604
	Iteration 0F: 2 clusters Score -8480116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -8442174.000000 Penalty: 5428.387207
	Iteration 0F: 3 clusters Score -8442174 nChanged 26211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -8457113.000000 Penalty: 5428.387207
	Iteration 1F: 3 clusters Score -8457113 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8458039.000000 Penalty: 5428.387207
	Iteration 2Q: 3 clusters Score -8458039 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -8459354.000000 Penalty: 5428.387207
	Iteration 3F: 3 clusters Score -8459354 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8461138.000000 Penalty: 5428.387207
	Iteration 4F: 3 clusters Score -8461138 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8463396.000000 Penalty: 5428.387207
	Iteration 5F: 3 clusters Score -8463396 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -8465991.000000 Penalty: 5428.387207
	Iteration 6F: 3 clusters Score -8465991 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -8468480.000000 Penalty: 5428.387207
	Iteration 7F: 3 clusters Score -8468480 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -8470430.000000 Penalty: 5428.387207
	Iteration 8F: 3 clusters Score -8470430 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -8472133.000000 Penalty: 5428.387207
	Iteration 9Q: 3 clusters Score -8472133 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -8473525.000000 Penalty: 5428.387207
	Iteration 10Q: 3 clusters Score -8473525 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8474694.000000 Penalty: 5428.387207
	Iteration 11Q: 3 clusters Score -8474694 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8475625.000000 Penalty: 5428.387207
	Iteration 12Q: 3 clusters Score -8475625 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8476299.000000 Penalty: 5428.387207
	Iteration 13Q: 3 clusters Score -8476299 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8476779.000000 Penalty: 5428.387207
	Iteration 14Q: 3 clusters Score -8476779 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8477099.000000 Penalty: 5428.387207
	Iteration 15Q: 3 clusters Score -8477099 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8477319.000000 Penalty: 5428.387207
	Iteration 16Q: 3 clusters Score -8477319 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8477468.000000 Penalty: 5428.387207
	Iteration 17Q: 3 clusters Score -8477468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8477563.000000 Penalty: 5428.387207
	Iteration 18Q: 3 clusters Score -8477563 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8477647.000000 Penalty: 5428.387207
	Iteration 19Q: 3 clusters Score -8477647 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8477686.000000 Penalty: 5428.387207
	Iteration 20F: 3 clusters Score -8477686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8477726.000000 Penalty: 5428.387207
	Iteration 21Q: 3 clusters Score -8477726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8477740.000000 Penalty: 5428.387207
	Iteration 22Q: 3 clusters Score -8477740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8477756.000000 Penalty: 5428.387207
	Iteration 23Q: 3 clusters Score -8477756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8477764.000000 Penalty: 5428.387207
	Iteration 24Q: 3 clusters Score -8477764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8477773.000000 Penalty: 5428.387207
	Iteration 25Q: 3 clusters Score -8477773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8477782.000000 Penalty: 5428.387207
	Iteration 26Q: 3 clusters Score -8477782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8477775.000000 Penalty: 5428.387207
	Iteration 27Q: 3 clusters Score -8477775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8477783.000000 Penalty: 5428.387207
	Iteration 28Q: 3 clusters Score -8477783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8477792.000000 Penalty: 5428.387207
	Iteration 29Q: 3 clusters Score -8477792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8477792.000000 Penalty: 5428.387207
	Iteration 30Q: 3 clusters Score -8477792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8477792.000000 Penalty: 5428.387207
	Iteration 31F: 3 clusters Score -8477792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1973189.500000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1973190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1963512.250000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1963512 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1966505.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1966506 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1966926.375000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1966926 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1967270.375000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1967270 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1967560.375000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1967560 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1967822.250000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1967822 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1968045.875000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1968046 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1968287.875000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1968288 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1968514.750000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1968515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1968708.625000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1968709 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1968847.125000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1968847 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1968971.375000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1968971 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1969091.125000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1969091 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1969198.250000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1969198 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1969290.500000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1969290 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1969370.375000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1969370 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1969437.000000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1969437 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1969495.250000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1969495 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1969562.125000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1969562 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1969635.000000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1969635 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1969705.875000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1969706 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1969792.125000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1969792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1969862.875000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1969863 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1969947.250000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1969947 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1970039.625000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1970040 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1970166.750000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1970167 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1970311.875000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1970312 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1970452.875000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1970453 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1970607.250000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1970607 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1970756.625000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1970757 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1970883.125000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1970883 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1971004.875000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1971005 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1971123.500000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1971124 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1971224.500000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1971224 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1971307.875000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1971308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1971390.750000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1971391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1971461.000000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1971461 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1971514.375000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1971514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1971552.750000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1971553 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1971579.000000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1971579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1971605.875000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1971606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1971624.500000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1971624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1971644.500000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1971644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1971654.250000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1971654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1971669.125000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1971669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1971672.375000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1971672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1971686.500000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1971686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1971694.625000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1971695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1971698.500000 Penalty: 4710.597656
	Iteration 48Q: 3 clusters Score -1971698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1971696.250000 Penalty: 4710.597656
	Iteration 49Q: 3 clusters Score -1971696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1971702.750000 Penalty: 4710.597656
	Iteration 50Q: 3 clusters Score -1971703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1971701.750000 Penalty: 4710.597656
	Iteration 51Q: 3 clusters Score -1971702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1971703.125000 Penalty: 4710.597656
	Iteration 52Q: 3 clusters Score -1971703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1971707.375000 Penalty: 4710.597656
	Iteration 53Q: 3 clusters Score -1971707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1971711.000000 Penalty: 4710.597656
	Iteration 54Q: 3 clusters Score -1971711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1971712.625000 Penalty: 4710.597656
	Iteration 55Q: 3 clusters Score -1971713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1971713.125000 Penalty: 4710.597656
	Iteration 56Q: 3 clusters Score -1971713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1971715.500000 Penalty: 4710.597656
	Iteration 57Q: 3 clusters Score -1971716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1971714.500000 Penalty: 4710.597656
	Iteration 58Q: 3 clusters Score -1971714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -1971715.375000 Penalty: 4710.597656
	Iteration 59Q: 3 clusters Score -1971715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1971715.375000 Penalty: 4710.597656
	Iteration 60F: 3 clusters Score -1971715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1971714.500000 Penalty: 4710.597656
	Iteration 61Q: 3 clusters Score -1971714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1971716.750000 Penalty: 4710.597656
	Iteration 62Q: 3 clusters Score -1971717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1971715.375000 Penalty: 4710.597656
	Iteration 63Q: 3 clusters Score -1971715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1971717.875000 Penalty: 4710.597656
	Iteration 64Q: 3 clusters Score -1971718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1971719.375000 Penalty: 4710.597656
	Iteration 65Q: 3 clusters Score -1971719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1971717.875000 Penalty: 4710.597656
	Iteration 66Q: 3 clusters Score -1971718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1971717.875000 Penalty: 4710.597656
	Iteration 67F: 3 clusters Score -1971718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Entering Unmasked Estep 
Score: -14631962.000000 Penalty: 2848.707764
	Iteration 0F: 2 clusters Score -1.463196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -14566877.000000 Penalty: 5697.415527
	Iteration 0F: 3 clusters Score -1.456688e+07 nChanged 46141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -14593640.000000 Penalty: 5697.415527
	Iteration 1F: 3 clusters Score -1.459364e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -14594747.000000 Penalty: 5697.415527
	Iteration 2Q: 3 clusters Score -1.459475e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -14596043.000000 Penalty: 5697.415527
	Iteration 3Q: 3 clusters Score -1.459604e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -14597471.000000 Penalty: 5697.415527
	Iteration 4Q: 3 clusters Score -1.459747e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -14599094.000000 Penalty: 5697.415527
	Iteration 5Q: 3 clusters Score -1.459909e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -14600945.000000 Penalty: 5697.415527
	Iteration 6Q: 3 clusters Score -1.460094e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -14602997.000000 Penalty: 5697.415527
	Iteration 7F: 3 clusters Score -1.4603e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 64520 members 
Entering Unmasked Estep 
Score: -14605060.000000 Penalty: 5697.415527
	Iteration 8Q: 3 clusters Score -1.460506e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -14607191.000000 Penalty: 5697.415527
	Iteration 9Q: 3 clusters Score -1.460719e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -14609677.000000 Penalty: 5697.415527
	Iteration 10Q: 3 clusters Score -1.460968e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 77424 members 
Entering Unmasked Estep 
Score: -14612722.000000 Penalty: 5697.415527
	Iteration 11Q: 3 clusters Score -1.461272e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -14616488.000000 Penalty: 5697.415527
	Iteration 12F: 3 clusters Score -1.461649e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -14620964.000000 Penalty: 5697.415527
	Iteration 13F: 3 clusters Score -1.462096e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 91812 members 
Entering Unmasked Estep 
Score: -14624640.000000 Penalty: 5697.415527
	Iteration 14Q: 3 clusters Score -1.462464e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -14627156.000000 Penalty: 5697.415527
	Iteration 15Q: 3 clusters Score -1.462716e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 95972 members 
Entering Unmasked Estep 
Score: -14628490.000000 Penalty: 5697.415527
	Iteration 16Q: 3 clusters Score -1.462849e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -14629029.000000 Penalty: 5697.415527
	Iteration 17Q: 3 clusters Score -1.462903e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -14629268.000000 Penalty: 5697.415527
	Iteration 18Q: 3 clusters Score -1.462927e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -14629403.000000 Penalty: 5697.415527
	Iteration 19Q: 3 clusters Score -1.46294e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -14629426.000000 Penalty: 5697.415527
	Iteration 20F: 3 clusters Score -1.462943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 97000 members 
Entering Unmasked Estep 
Score: -14629457.000000 Penalty: 5697.415527
	Iteration 21Q: 3 clusters Score -1.462946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -14629469.000000 Penalty: 5697.415527
	Iteration 22Q: 3 clusters Score -1.462947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -14629490.000000 Penalty: 5697.415527
	Iteration 23Q: 3 clusters Score -1.462949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -14629498.000000 Penalty: 5697.415527
	Iteration 24Q: 3 clusters Score -1.46295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 97034 members 
Entering Unmasked Estep 
Score: -14629514.000000 Penalty: 5697.415527
	Iteration 25Q: 3 clusters Score -1.462951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -14629522.000000 Penalty: 5697.415527
	Iteration 26Q: 3 clusters Score -1.462952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -14629533.000000 Penalty: 5697.415527
	Iteration 27Q: 3 clusters Score -1.462953e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -14629540.000000 Penalty: 5697.415527
	Iteration 28Q: 3 clusters Score -1.462954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -14629543.000000 Penalty: 5697.415527
	Iteration 29Q: 3 clusters Score -1.462954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -14629543.000000 Penalty: 5697.415527
	Iteration 30F: 3 clusters Score -1.462954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72338.765625 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72338.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72530.585938 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72530.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72593.515625 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -72593.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72617.359375 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72617.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72636.906250 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72636.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72645.687500 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72645.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72655.710938 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72655.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72657.453125 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -72657.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72657.914062 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -72657.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72660.859375 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -72660.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72662.320312 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -72662.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72667.328125 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -72667.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72669.718750 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -72669.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72671.578125 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -72671.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72675.640625 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -72675.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72677.921875 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -72677.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72684.882812 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -72684.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72689.578125 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -72689.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72690.710938 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -72690.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72695.437500 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -72695.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72706.546875 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -72706.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -900899.687500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -900899.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -895635.625000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -895635.6 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -896963.187500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -896963.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -897253.625000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -897253.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -897431.500000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -897431.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -897583.125000 Penalty: 4333.059570
	Iteration 4Q: 3 clusters Score -897583.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -897716.687500 Penalty: 4333.059570
	Iteration 5Q: 3 clusters Score -897716.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -897818.000000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -897818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -897919.000000 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -897919 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -898015.250000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -898015.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -898106.812500 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -898106.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -898190.500000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -898190.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -898301.250000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -898301.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -898431.375000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -898431.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -898584.000000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -898584 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -898755.625000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -898755.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -898925.125000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -898925.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -899060.250000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -899060.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -899155.625000 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -899155.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -899215.437500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -899215.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -899255.937500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -899255.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -899292.500000 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -899292.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -899317.062500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -899317.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -899338.062500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -899338.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -899357.812500 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -899357.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -899375.437500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -899375.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -899387.687500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -899387.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -899404.625000 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -899404.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -899418.500000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -899418.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -899431.500000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -899431.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -899447.187500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -899447.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -899457.875000 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -899457.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -899465.812500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -899465.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -899476.312500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -899476.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -899485.812500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -899485.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -899494.687500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -899494.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -899500.125000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -899500.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -899500.312500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -899500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -899503.375000 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -899503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -899504.562500 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -899504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -899506.312500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -899506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -899505.250000 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -899505.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -899504.437500 Penalty: 4333.059570
	Iteration 41Q: 3 clusters Score -899504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -899506.187500 Penalty: 4333.059570
	Iteration 42Q: 3 clusters Score -899506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -899505.937500 Penalty: 4333.059570
	Iteration 43Q: 3 clusters Score -899505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -899505.750000 Penalty: 4333.059570
	Iteration 44Q: 3 clusters Score -899505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -899505.750000 Penalty: 4333.059570
	Iteration 45F: 3 clusters Score -899505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -800243.812500 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -800243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -795351.000000 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -795351 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -796609.687500 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -796609.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -796895.375000 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -796895.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -797130.062500 Penalty: 4282.771973
	Iteration 3F: 3 clusters Score -797130.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -797336.437500 Penalty: 4282.771973
	Iteration 4F: 3 clusters Score -797336.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -797508.062500 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -797508.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -797689.875000 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -797689.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -797864.000000 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -797864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -798035.812500 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -798035.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -798198.625000 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -798198.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -798355.250000 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -798355.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -798497.187500 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -798497.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -798601.875000 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -798601.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -798662.937500 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -798662.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -798698.250000 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -798698.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -798720.187500 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -798720.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -798742.125000 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -798742.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -798758.937500 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -798758.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -798772.437500 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -798772.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -798783.812500 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -798783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -798795.250000 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -798795.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -798812.187500 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -798812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -798816.187500 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -798816.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -798820.687500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -798820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -798826.812500 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -798826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -798827.000000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -798827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -798831.062500 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -798831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -798831.937500 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -798831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -798834.875000 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -798834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -798835.500000 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -798835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -798835.625000 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -798835.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -798835.562500 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -798835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -798837.250000 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -798837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -798838.187500 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -798838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -798837.562500 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -798837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -798837.687500 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -798837.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -798837.687500 Penalty: 4282.771973
	Iteration 36F: 3 clusters Score -798837.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12460.117188 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12460.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12537.020508 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12537.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12571.931641 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12571.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12594.424805 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12594.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12618.586914 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -12618.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12646.348633 Penalty: 2514.176514
	Iteration 5Q: 3 clusters Score -12646.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12660.952148 Penalty: 2514.176514
	Iteration 6Q: 3 clusters Score -12660.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12660.952148 Penalty: 2514.176514
	Iteration 7F: 3 clusters Score -12660.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Entering Unmasked Estep 
Score: -11945712.000000 Penalty: 2800.172607
	Iteration 0F: 2 clusters Score -1.194571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -11891956.000000 Penalty: 5600.345215
	Iteration 0F: 3 clusters Score -1.189196e+07 nChanged 37930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -11913491.000000 Penalty: 5600.345215
	Iteration 1F: 3 clusters Score -1.191349e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -11914286.000000 Penalty: 5600.345215
	Iteration 2Q: 3 clusters Score -1.191429e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -11915199.000000 Penalty: 5600.345215
	Iteration 3Q: 3 clusters Score -1.19152e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -11916587.000000 Penalty: 5600.345215
	Iteration 4Q: 3 clusters Score -1.191659e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -11918533.000000 Penalty: 5600.345215
	Iteration 5F: 3 clusters Score -1.191853e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -11921399.000000 Penalty: 5600.345215
	Iteration 6F: 3 clusters Score -1.19214e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -11925283.000000 Penalty: 5600.345215
	Iteration 7F: 3 clusters Score -1.192528e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -11930054.000000 Penalty: 5600.345215
	Iteration 8F: 3 clusters Score -1.193005e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -11935015.000000 Penalty: 5600.345215
	Iteration 9F: 3 clusters Score -1.193502e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72825 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -11939252.000000 Penalty: 5600.345215
	Iteration 10F: 3 clusters Score -1.193925e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75658 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -11942036.000000 Penalty: 5600.345215
	Iteration 11Q: 3 clusters Score -1.194204e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -11943427.000000 Penalty: 5600.345215
	Iteration 12Q: 3 clusters Score -1.194343e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78107 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11944051.000000 Penalty: 5600.345215
	Iteration 13Q: 3 clusters Score -1.194405e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78547 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11944385.000000 Penalty: 5600.345215
	Iteration 14Q: 3 clusters Score -1.194438e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11944501.000000 Penalty: 5600.345215
	Iteration 15Q: 3 clusters Score -1.19445e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -11944543.000000 Penalty: 5600.345215
	Iteration 16Q: 3 clusters Score -1.194454e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11944584.000000 Penalty: 5600.345215
	Iteration 17Q: 3 clusters Score -1.194458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11944590.000000 Penalty: 5600.345215
	Iteration 18Q: 3 clusters Score -1.194459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -11944599.000000 Penalty: 5600.345215
	Iteration 19Q: 3 clusters Score -1.19446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -11944595.000000 Penalty: 5600.345215
	Iteration 20F: 3 clusters Score -1.19446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -11944603.000000 Penalty: 5600.345215
	Iteration 21Q: 3 clusters Score -1.19446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11944615.000000 Penalty: 5600.345215
	Iteration 22Q: 3 clusters Score -1.194462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -11944614.000000 Penalty: 5600.345215
	Iteration 23Q: 3 clusters Score -1.194461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78991 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11944619.000000 Penalty: 5600.345215
	Iteration 24Q: 3 clusters Score -1.194462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11944614.000000 Penalty: 5600.345215
	Iteration 25Q: 3 clusters Score -1.194461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78992 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11944614.000000 Penalty: 5600.345215
	Iteration 26F: 3 clusters Score -1.194461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -413081.093750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -413081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -409974.625000 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -409974.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -410562.625000 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -410562.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -410722.500000 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -410722.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -410835.593750 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -410835.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -410925.437500 Penalty: 3940.819580
	Iteration 4Q: 3 clusters Score -410925.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -411023.281250 Penalty: 3940.819580
	Iteration 5Q: 3 clusters Score -411023.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -411168.937500 Penalty: 3940.819580
	Iteration 6Q: 3 clusters Score -411168.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -411343.562500 Penalty: 3940.819580
	Iteration 7Q: 3 clusters Score -411343.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -411556.687500 Penalty: 3940.819580
	Iteration 8F: 3 clusters Score -411556.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -411757.875000 Penalty: 3940.819580
	Iteration 9F: 3 clusters Score -411757.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -411980.406250 Penalty: 3940.819580
	Iteration 10F: 3 clusters Score -411980.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -412192.000000 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -412192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -412349.062500 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -412349.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -412498.562500 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -412498.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -412607.250000 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -412607.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -412648.281250 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -412648.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -412665.312500 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -412665.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -412673.562500 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -412673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -412678.406250 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -412678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -412679.031250 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -412679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -412680.156250 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -412680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Entering Unmasked Estep 
Score: -664219.000000 Penalty: 2125.683105
	Iteration 0F: 2 clusters Score -664219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -659573.937500 Penalty: 4251.366211
	Iteration 0F: 3 clusters Score -659573.9 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -661098.500000 Penalty: 4251.366211
	Iteration 1F: 3 clusters Score -661098.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -661617.250000 Penalty: 4251.366211
	Iteration 2F: 3 clusters Score -661617.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -662106.500000 Penalty: 4251.366211
	Iteration 3F: 3 clusters Score -662106.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -662518.187500 Penalty: 4251.366211
	Iteration 4F: 3 clusters Score -662518.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -662763.062500 Penalty: 4251.366211
	Iteration 5F: 3 clusters Score -662763.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -662927.000000 Penalty: 4251.366211
	Iteration 6Q: 3 clusters Score -662927 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -663039.812500 Penalty: 4251.366211
	Iteration 7Q: 3 clusters Score -663039.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -663118.125000 Penalty: 4251.366211
	Iteration 8Q: 3 clusters Score -663118.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -663170.562500 Penalty: 4251.366211
	Iteration 9Q: 3 clusters Score -663170.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -663205.875000 Penalty: 4251.366211
	Iteration 10Q: 3 clusters Score -663205.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -663239.187500 Penalty: 4251.366211
	Iteration 11Q: 3 clusters Score -663239.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -663270.125000 Penalty: 4251.366211
	Iteration 12Q: 3 clusters Score -663270.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -663302.125000 Penalty: 4251.366211
	Iteration 13Q: 3 clusters Score -663302.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -663329.812500 Penalty: 4251.366211
	Iteration 14Q: 3 clusters Score -663329.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -663351.625000 Penalty: 4251.366211
	Iteration 15Q: 3 clusters Score -663351.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -663373.125000 Penalty: 4251.366211
	Iteration 16Q: 3 clusters Score -663373.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -663397.250000 Penalty: 4251.366211
	Iteration 17Q: 3 clusters Score -663397.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -663414.937500 Penalty: 4251.366211
	Iteration 18Q: 3 clusters Score -663414.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -663428.187500 Penalty: 4251.366211
	Iteration 19Q: 3 clusters Score -663428.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -663435.125000 Penalty: 4251.366211
	Iteration 20F: 3 clusters Score -663435.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -663445.375000 Penalty: 4251.366211
	Iteration 21Q: 3 clusters Score -663445.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -663451.875000 Penalty: 4251.366211
	Iteration 22Q: 3 clusters Score -663451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -663453.750000 Penalty: 4251.366211
	Iteration 23Q: 3 clusters Score -663453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -663454.500000 Penalty: 4251.366211
	Iteration 24Q: 3 clusters Score -663454.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -663455.375000 Penalty: 4251.366211
	Iteration 25Q: 3 clusters Score -663455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -663456.625000 Penalty: 4251.366211
	Iteration 26Q: 3 clusters Score -663456.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -663458.937500 Penalty: 4251.366211
	Iteration 27Q: 3 clusters Score -663458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -663460.250000 Penalty: 4251.366211
	Iteration 28Q: 3 clusters Score -663460.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -663460.750000 Penalty: 4251.366211
	Iteration 29Q: 3 clusters Score -663460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -663463.875000 Penalty: 4251.366211
	Iteration 30Q: 3 clusters Score -663463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -663465.937500 Penalty: 4251.366211
	Iteration 31Q: 3 clusters Score -663465.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -663472.875000 Penalty: 4251.366211
	Iteration 32Q: 3 clusters Score -663472.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -663482.437500 Penalty: 4251.366211
	Iteration 33Q: 3 clusters Score -663482.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -663485.875000 Penalty: 4251.366211
	Iteration 34Q: 3 clusters Score -663485.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -663489.187500 Penalty: 4251.366211
	Iteration 35Q: 3 clusters Score -663489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -663490.312500 Penalty: 4251.366211
	Iteration 36Q: 3 clusters Score -663490.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -663491.187500 Penalty: 4251.366211
	Iteration 37Q: 3 clusters Score -663491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -663492.625000 Penalty: 4251.366211
	Iteration 38Q: 3 clusters Score -663492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -663493.250000 Penalty: 4251.366211
	Iteration 39Q: 3 clusters Score -663493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -663494.000000 Penalty: 4251.366211
	Iteration 40F: 3 clusters Score -663494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -663494.000000 Penalty: 4251.366211
	Iteration 41Q: 3 clusters Score -663494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -663494.500000 Penalty: 4251.366211
	Iteration 42Q: 3 clusters Score -663494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -663493.000000 Penalty: 4251.366211
	Iteration 43Q: 3 clusters Score -663493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -663492.687500 Penalty: 4251.366211
	Iteration 44Q: 3 clusters Score -663492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -663493.000000 Penalty: 4251.366211
	Iteration 45Q: 3 clusters Score -663493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -663495.125000 Penalty: 4251.366211
	Iteration 46Q: 3 clusters Score -663495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -663495.500000 Penalty: 4251.366211
	Iteration 47Q: 3 clusters Score -663495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -663495.562500 Penalty: 4251.366211
	Iteration 48Q: 3 clusters Score -663495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -663496.875000 Penalty: 4251.366211
	Iteration 49Q: 3 clusters Score -663496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -663497.562500 Penalty: 4251.366211
	Iteration 50Q: 3 clusters Score -663497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -663497.562500 Penalty: 4251.366211
	Iteration 51F: 3 clusters Score -663497.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -468715.656250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -468715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -465324.343750 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -465324.3 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -466075.750000 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -466075.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -466237.718750 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -466237.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466323.437500 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -466323.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -466397.843750 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -466397.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -466459.312500 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -466459.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -466521.343750 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -466521.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -466577.312500 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -466577.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -466631.968750 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -466632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -466690.937500 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -466690.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -466766.781250 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -466766.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -466838.718750 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -466838.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -466904.343750 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -466904.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -466956.562500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -466956.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -466999.437500 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -466999.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -467036.437500 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -467036.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -467066.062500 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -467066.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -467083.093750 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -467083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -467090.218750 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -467090.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -467097.812500 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -467097.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -467107.781250 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -467107.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -467114.375000 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -467114.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -467125.218750 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -467125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -467133.593750 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -467133.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -467142.500000 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -467142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -467149.125000 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -467149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -467155.062500 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -467155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -467162.468750 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -467162.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -467165.687500 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -467165.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -467170.718750 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -467170.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -467173.625000 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -467173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -467176.968750 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -467177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -467178.593750 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -467178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -467180.156250 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -467180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -467181.125000 Penalty: 3993.939209
	Iteration 34Q: 3 clusters Score -467181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -467182.906250 Penalty: 3993.939209
	Iteration 35Q: 3 clusters Score -467182.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -467183.781250 Penalty: 3993.939209
	Iteration 36Q: 3 clusters Score -467183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -467186.250000 Penalty: 3993.939209
	Iteration 37Q: 3 clusters Score -467186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -467187.437500 Penalty: 3993.939209
	Iteration 38Q: 3 clusters Score -467187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -467187.906250 Penalty: 3993.939209
	Iteration 39Q: 3 clusters Score -467187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -467188.031250 Penalty: 3993.939209
	Iteration 40F: 3 clusters Score -467188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -467189.375000 Penalty: 3993.939209
	Iteration 41Q: 3 clusters Score -467189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -467189.375000 Penalty: 3993.939209
	Iteration 42F: 3 clusters Score -467189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Entering Unmasked Estep 
Score: -4119648.750000 Penalty: 2553.952393
	Iteration 0F: 2 clusters Score -4119649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4099359.250000 Penalty: 5107.904785
	Iteration 0F: 3 clusters Score -4099359 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4107168.750000 Penalty: 5107.904785
	Iteration 1F: 3 clusters Score -4107169 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -4108354.250000 Penalty: 5107.904785
	Iteration 2F: 3 clusters Score -4108354 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4109761.500000 Penalty: 5107.904785
	Iteration 3F: 3 clusters Score -4109762 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -4111138.000000 Penalty: 5107.904785
	Iteration 4F: 3 clusters Score -4111138 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4112402.500000 Penalty: 5107.904785
	Iteration 5F: 3 clusters Score -4112402 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -4113453.250000 Penalty: 5107.904785
	Iteration 6F: 3 clusters Score -4113453 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -4114279.750000 Penalty: 5107.904785
	Iteration 7F: 3 clusters Score -4114280 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -4114973.250000 Penalty: 5107.904785
	Iteration 8Q: 3 clusters Score -4114973 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4115624.250000 Penalty: 5107.904785
	Iteration 9Q: 3 clusters Score -4115624 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -4116199.000000 Penalty: 5107.904785
	Iteration 10Q: 3 clusters Score -4116199 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4116633.000000 Penalty: 5107.904785
	Iteration 11Q: 3 clusters Score -4116633 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -4116958.250000 Penalty: 5107.904785
	Iteration 12Q: 3 clusters Score -4116958 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -4117196.000000 Penalty: 5107.904785
	Iteration 13Q: 3 clusters Score -4117196 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -4117353.500000 Penalty: 5107.904785
	Iteration 14Q: 3 clusters Score -4117354 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4117476.750000 Penalty: 5107.904785
	Iteration 15Q: 3 clusters Score -4117477 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -4117572.500000 Penalty: 5107.904785
	Iteration 16Q: 3 clusters Score -4117572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -4117658.250000 Penalty: 5107.904785
	Iteration 17Q: 3 clusters Score -4117658 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -4117719.500000 Penalty: 5107.904785
	Iteration 18Q: 3 clusters Score -4117720 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -4117793.250000 Penalty: 5107.904785
	Iteration 19Q: 3 clusters Score -4117793 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -4117843.250000 Penalty: 5107.904785
	Iteration 20F: 3 clusters Score -4117843 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4117889.500000 Penalty: 5107.904785
	Iteration 21Q: 3 clusters Score -4117890 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -4117929.250000 Penalty: 5107.904785
	Iteration 22Q: 3 clusters Score -4117929 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4117972.750000 Penalty: 5107.904785
	Iteration 23Q: 3 clusters Score -4117973 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4117983.750000 Penalty: 5107.904785
	Iteration 24Q: 3 clusters Score -4117984 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4118015.250000 Penalty: 5107.904785
	Iteration 25Q: 3 clusters Score -4118015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -4118028.750000 Penalty: 5107.904785
	Iteration 26Q: 3 clusters Score -4118029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -4118047.500000 Penalty: 5107.904785
	Iteration 27Q: 3 clusters Score -4118048 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4118057.000000 Penalty: 5107.904785
	Iteration 28Q: 3 clusters Score -4118057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4118072.750000 Penalty: 5107.904785
	Iteration 29Q: 3 clusters Score -4118073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4118084.250000 Penalty: 5107.904785
	Iteration 30Q: 3 clusters Score -4118084 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4118099.750000 Penalty: 5107.904785
	Iteration 31Q: 3 clusters Score -4118100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -4118104.250000 Penalty: 5107.904785
	Iteration 32Q: 3 clusters Score -4118104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4118113.750000 Penalty: 5107.904785
	Iteration 33Q: 3 clusters Score -4118114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4118123.750000 Penalty: 5107.904785
	Iteration 34Q: 3 clusters Score -4118124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4118136.750000 Penalty: 5107.904785
	Iteration 35Q: 3 clusters Score -4118137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4118147.500000 Penalty: 5107.904785
	Iteration 36Q: 3 clusters Score -4118148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4118160.000000 Penalty: 5107.904785
	Iteration 37Q: 3 clusters Score -4118160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4118161.000000 Penalty: 5107.904785
	Iteration 38Q: 3 clusters Score -4118161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4118166.000000 Penalty: 5107.904785
	Iteration 39Q: 3 clusters Score -4118166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4118180.000000 Penalty: 5107.904785
	Iteration 40F: 3 clusters Score -4118180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4118198.250000 Penalty: 5107.904785
	Iteration 41Q: 3 clusters Score -4118198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4118203.000000 Penalty: 5107.904785
	Iteration 42Q: 3 clusters Score -4118203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4118213.750000 Penalty: 5107.904785
	Iteration 43Q: 3 clusters Score -4118214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4118217.500000 Penalty: 5107.904785
	Iteration 44Q: 3 clusters Score -4118218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4118229.000000 Penalty: 5107.904785
	Iteration 45Q: 3 clusters Score -4118229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4118241.750000 Penalty: 5107.904785
	Iteration 46Q: 3 clusters Score -4118242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4118259.750000 Penalty: 5107.904785
	Iteration 47Q: 3 clusters Score -4118260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4118259.000000 Penalty: 5107.904785
	Iteration 48Q: 3 clusters Score -4118259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4118264.000000 Penalty: 5107.904785
	Iteration 49Q: 3 clusters Score -4118264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -4118259.000000 Penalty: 5107.904785
	Iteration 50Q: 3 clusters Score -4118259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4118270.250000 Penalty: 5107.904785
	Iteration 51Q: 3 clusters Score -4118270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4118265.250000 Penalty: 5107.904785
	Iteration 52Q: 3 clusters Score -4118265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4118276.750000 Penalty: 5107.904785
	Iteration 53Q: 3 clusters Score -4118277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4118279.250000 Penalty: 5107.904785
	Iteration 54Q: 3 clusters Score -4118279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4118287.500000 Penalty: 5107.904785
	Iteration 55Q: 3 clusters Score -4118288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4118291.000000 Penalty: 5107.904785
	Iteration 56Q: 3 clusters Score -4118291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4118300.750000 Penalty: 5107.904785
	Iteration 57Q: 3 clusters Score -4118301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4118305.750000 Penalty: 5107.904785
	Iteration 58Q: 3 clusters Score -4118306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4118300.000000 Penalty: 5107.904785
	Iteration 59Q: 3 clusters Score -4118300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4118305.000000 Penalty: 5107.904785
	Iteration 60F: 3 clusters Score -4118305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4118314.000000 Penalty: 5107.904785
	Iteration 61Q: 3 clusters Score -4118314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4118312.750000 Penalty: 5107.904785
	Iteration 62Q: 3 clusters Score -4118313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4118318.500000 Penalty: 5107.904785
	Iteration 63Q: 3 clusters Score -4118318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4118327.500000 Penalty: 5107.904785
	Iteration 64Q: 3 clusters Score -4118328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4118330.250000 Penalty: 5107.904785
	Iteration 65Q: 3 clusters Score -4118330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4118332.250000 Penalty: 5107.904785
	Iteration 66Q: 3 clusters Score -4118332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4118338.500000 Penalty: 5107.904785
	Iteration 67Q: 3 clusters Score -4118338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4118338.500000 Penalty: 5107.904785
	Iteration 68Q: 3 clusters Score -4118338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4118340.250000 Penalty: 5107.904785
	Iteration 69Q: 3 clusters Score -4118340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4118340.750000 Penalty: 5107.904785
	Iteration 70Q: 3 clusters Score -4118341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4118338.500000 Penalty: 5107.904785
	Iteration 71Q: 3 clusters Score -4118338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4118334.000000 Penalty: 5107.904785
	Iteration 72Q: 3 clusters Score -4118334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4118332.500000 Penalty: 5107.904785
	Iteration 73Q: 3 clusters Score -4118332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4118335.000000 Penalty: 5107.904785
	Iteration 74Q: 3 clusters Score -4118335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4118337.500000 Penalty: 5107.904785
	Iteration 75Q: 3 clusters Score -4118338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4118335.000000 Penalty: 5107.904785
	Iteration 76Q: 3 clusters Score -4118335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4118340.500000 Penalty: 5107.904785
	Iteration 77Q: 3 clusters Score -4118340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4118341.250000 Penalty: 5107.904785
	Iteration 78Q: 3 clusters Score -4118341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4118346.750000 Penalty: 5107.904785
	Iteration 79Q: 3 clusters Score -4118347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4118345.250000 Penalty: 5107.904785
	Iteration 80F: 3 clusters Score -4118345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1610994.000000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1610994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1602597.250000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1602597 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1605045.625000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1605046 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1605375.500000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1605376 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1605618.500000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1605618 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1605787.625000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1605788 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1605948.250000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1605948 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1606083.750000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1606084 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1606218.250000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1606218 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1606354.875000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1606355 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1606476.625000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1606477 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1606603.250000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1606603 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1606727.625000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1606728 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1606876.625000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1606877 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1607031.875000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1607032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1607180.625000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1607181 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1607351.250000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1607351 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1607521.875000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1607522 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1607693.750000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1607694 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1607862.000000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1607862 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1608017.125000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1608017 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1608189.125000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1608189 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1608354.500000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1608354 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1608506.125000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1608506 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1608617.875000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1608618 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1608701.750000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1608702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1608793.125000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1608793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1608863.625000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1608864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1608917.750000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1608918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1608961.875000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1608962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1608997.000000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1608997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1609019.875000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1609020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1609043.000000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1609043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1609077.750000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1609078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1609092.250000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1609092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1609098.625000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1609099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1609116.625000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1609117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1609126.750000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1609127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1609136.125000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1609136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1609149.500000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1609150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1609159.000000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1609159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1609163.500000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1609164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1609165.875000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1609166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1609165.375000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1609165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1609168.000000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1609168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1609167.500000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1609168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1609170.750000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1609171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1609169.500000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1609170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1609169.000000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1609169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1609169.000000 Penalty: 4616.188477
	Iteration 48F: 3 clusters Score -1609169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -289107.093750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -289107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -286439.750000 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -286439.8 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -286965.125000 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -286965.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -287173.812500 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -287173.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287353.437500 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -287353.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -287550.625000 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -287550.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287807.218750 Penalty: 3785.911133
	Iteration 5F: 3 clusters Score -287807.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -288098.156250 Penalty: 3785.911133
	Iteration 6F: 3 clusters Score -288098.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -288543.750000 Penalty: 3785.911133
	Iteration 7F: 3 clusters Score -288543.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -288855.187500 Penalty: 3785.911133
	Iteration 8F: 3 clusters Score -288855.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -289005.187500 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -289005.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -289091.125000 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -289091.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -289123.406250 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -289123.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -289147.625000 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -289147.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -289158.875000 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -289158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -289166.937500 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -289166.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -289180.937500 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -289180.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289184.843750 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -289184.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289188.625000 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -289188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289190.937500 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -289190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289190.750000 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -289190.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -289192.093750 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -289192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289196.062500 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -289196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -289196.375000 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -289196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -289196.375000 Penalty: 3785.911133
	Iteration 23F: 3 clusters Score -289196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36457 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56632 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 1194 members 
Mstep: Class 43 contains 98726 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 871 members 
Entering Unmasked Estep 
Score: -115071952.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115073344.000000 to -115071952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (98726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Entering Unmasked Estep 
Score: -14600032.000000 Penalty: 2852.025879
	Iteration 0F: 2 clusters Score -1.460003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -14533832.000000 Penalty: 5704.051758
	Iteration 0F: 3 clusters Score -1.453383e+07 nChanged 46839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -14560510.000000 Penalty: 5704.051758
	Iteration 1F: 3 clusters Score -1.456051e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -14561544.000000 Penalty: 5704.051758
	Iteration 2Q: 3 clusters Score -1.456154e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -14562881.000000 Penalty: 5704.051758
	Iteration 3Q: 3 clusters Score -1.456288e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -14564752.000000 Penalty: 5704.051758
	Iteration 4Q: 3 clusters Score -1.456475e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -14567263.000000 Penalty: 5704.051758
	Iteration 5F: 3 clusters Score -1.456726e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -14570949.000000 Penalty: 5704.051758
	Iteration 6F: 3 clusters Score -1.457095e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -14575121.000000 Penalty: 5704.051758
	Iteration 7F: 3 clusters Score -1.457512e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -14578546.000000 Penalty: 5704.051758
	Iteration 8F: 3 clusters Score -1.457855e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -14580832.000000 Penalty: 5704.051758
	Iteration 9F: 3 clusters Score -1.458083e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -14582066.000000 Penalty: 5704.051758
	Iteration 10Q: 3 clusters Score -1.458207e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -14582936.000000 Penalty: 5704.051758
	Iteration 11Q: 3 clusters Score -1.458294e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -14583596.000000 Penalty: 5704.051758
	Iteration 12Q: 3 clusters Score -1.45836e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -14584203.000000 Penalty: 5704.051758
	Iteration 13Q: 3 clusters Score -1.45842e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -14584836.000000 Penalty: 5704.051758
	Iteration 14Q: 3 clusters Score -1.458484e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -14585630.000000 Penalty: 5704.051758
	Iteration 15Q: 3 clusters Score -1.458563e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -14586337.000000 Penalty: 5704.051758
	Iteration 16Q: 3 clusters Score -1.458634e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -14587121.000000 Penalty: 5704.051758
	Iteration 17Q: 3 clusters Score -1.458712e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -14587730.000000 Penalty: 5704.051758
	Iteration 18Q: 3 clusters Score -1.458773e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -14588348.000000 Penalty: 5704.051758
	Iteration 19Q: 3 clusters Score -1.458835e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -14588893.000000 Penalty: 5704.051758
	Iteration 20F: 3 clusters Score -1.458889e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -14589267.000000 Penalty: 5704.051758
	Iteration 21Q: 3 clusters Score -1.458927e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -14589598.000000 Penalty: 5704.051758
	Iteration 22Q: 3 clusters Score -1.45896e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -14589927.000000 Penalty: 5704.051758
	Iteration 23Q: 3 clusters Score -1.458993e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -14590128.000000 Penalty: 5704.051758
	Iteration 24Q: 3 clusters Score -1.459013e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -14590313.000000 Penalty: 5704.051758
	Iteration 25Q: 3 clusters Score -1.459031e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -14590429.000000 Penalty: 5704.051758
	Iteration 26Q: 3 clusters Score -1.459043e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -14590503.000000 Penalty: 5704.051758
	Iteration 27Q: 3 clusters Score -1.45905e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -14590626.000000 Penalty: 5704.051758
	Iteration 28Q: 3 clusters Score -1.459063e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -14590692.000000 Penalty: 5704.051758
	Iteration 29Q: 3 clusters Score -1.459069e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -14590712.000000 Penalty: 5704.051758
	Iteration 30Q: 3 clusters Score -1.459071e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -14590735.000000 Penalty: 5704.051758
	Iteration 31Q: 3 clusters Score -1.459074e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -14590689.000000 Penalty: 5704.051758
	Iteration 32Q: 3 clusters Score -1.459069e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -14590651.000000 Penalty: 5704.051758
	Iteration 33Q: 3 clusters Score -1.459065e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56710 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -14590673.000000 Penalty: 5704.051758
	Iteration 34Q: 3 clusters Score -1.459067e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -14590727.000000 Penalty: 5704.051758
	Iteration 35Q: 3 clusters Score -1.459073e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -14590744.000000 Penalty: 5704.051758
	Iteration 36Q: 3 clusters Score -1.459074e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -14590744.000000 Penalty: 5704.051758
	Iteration 37Q: 3 clusters Score -1.459074e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -14590808.000000 Penalty: 5704.051758
	Iteration 38Q: 3 clusters Score -1.459081e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57542 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -14590752.000000 Penalty: 5704.051758
	Iteration 39Q: 3 clusters Score -1.459075e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -14590784.000000 Penalty: 5704.051758
	Iteration 40F: 3 clusters Score -1.459078e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -14590792.000000 Penalty: 5704.051758
	Iteration 41Q: 3 clusters Score -1.459079e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -14590816.000000 Penalty: 5704.051758
	Iteration 42Q: 3 clusters Score -1.459082e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -14590822.000000 Penalty: 5704.051758
	Iteration 43Q: 3 clusters Score -1.459082e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -14590854.000000 Penalty: 5704.051758
	Iteration 44Q: 3 clusters Score -1.459085e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -14590854.000000 Penalty: 5704.051758
	Iteration 45Q: 3 clusters Score -1.459085e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -14590863.000000 Penalty: 5704.051758
	Iteration 46Q: 3 clusters Score -1.459086e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -14590880.000000 Penalty: 5704.051758
	Iteration 47Q: 3 clusters Score -1.459088e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -14590906.000000 Penalty: 5704.051758
	Iteration 48Q: 3 clusters Score -1.459091e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -14590926.000000 Penalty: 5704.051758
	Iteration 49Q: 3 clusters Score -1.459093e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59633 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -14590936.000000 Penalty: 5704.051758
	Iteration 50Q: 3 clusters Score -1.459094e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -14590977.000000 Penalty: 5704.051758
	Iteration 51Q: 3 clusters Score -1.459098e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -14591045.000000 Penalty: 5704.051758
	Iteration 52Q: 3 clusters Score -1.459104e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60279 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -14591059.000000 Penalty: 5704.051758
	Iteration 53Q: 3 clusters Score -1.459106e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -14591098.000000 Penalty: 5704.051758
	Iteration 54Q: 3 clusters Score -1.45911e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -14591153.000000 Penalty: 5704.051758
	Iteration 55Q: 3 clusters Score -1.459115e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -14591159.000000 Penalty: 5704.051758
	Iteration 56Q: 3 clusters Score -1.459116e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -14591198.000000 Penalty: 5704.051758
	Iteration 57Q: 3 clusters Score -1.45912e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -14591233.000000 Penalty: 5704.051758
	Iteration 58Q: 3 clusters Score -1.459123e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -14591233.000000 Penalty: 5704.051758
	Iteration 59Q: 3 clusters Score -1.459123e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -14591243.000000 Penalty: 5704.051758
	Iteration 60F: 3 clusters Score -1.459124e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -14591235.000000 Penalty: 5704.051758
	Iteration 61Q: 3 clusters Score -1.459124e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -14591292.000000 Penalty: 5704.051758
	Iteration 62Q: 3 clusters Score -1.459129e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -14591281.000000 Penalty: 5704.051758
	Iteration 63Q: 3 clusters Score -1.459128e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -14591324.000000 Penalty: 5704.051758
	Iteration 64Q: 3 clusters Score -1.459132e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -14591370.000000 Penalty: 5704.051758
	Iteration 65Q: 3 clusters Score -1.459137e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -14591426.000000 Penalty: 5704.051758
	Iteration 66Q: 3 clusters Score -1.459143e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -14591425.000000 Penalty: 5704.051758
	Iteration 67Q: 3 clusters Score -1.459142e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64517 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -14591432.000000 Penalty: 5704.051758
	Iteration 68Q: 3 clusters Score -1.459143e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64843 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -14591485.000000 Penalty: 5704.051758
	Iteration 69Q: 3 clusters Score -1.459148e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -14591536.000000 Penalty: 5704.051758
	Iteration 70Q: 3 clusters Score -1.459154e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65526 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -14591600.000000 Penalty: 5704.051758
	Iteration 71Q: 3 clusters Score -1.45916e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -14591683.000000 Penalty: 5704.051758
	Iteration 72Q: 3 clusters Score -1.459168e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66285 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -14591751.000000 Penalty: 5704.051758
	Iteration 73Q: 3 clusters Score -1.459175e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66655 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -14591824.000000 Penalty: 5704.051758
	Iteration 74Q: 3 clusters Score -1.459182e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -14591860.000000 Penalty: 5704.051758
	Iteration 75Q: 3 clusters Score -1.459186e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67346 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -14591928.000000 Penalty: 5704.051758
	Iteration 76Q: 3 clusters Score -1.459193e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67653 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -14591934.000000 Penalty: 5704.051758
	Iteration 77Q: 3 clusters Score -1.459193e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67947 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -14592000.000000 Penalty: 5704.051758
	Iteration 78Q: 3 clusters Score -1.4592e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -14592006.000000 Penalty: 5704.051758
	Iteration 79Q: 3 clusters Score -1.459201e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -14592004.000000 Penalty: 5704.051758
	Iteration 80F: 3 clusters Score -1.4592e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -14592013.000000 Penalty: 5704.051758
	Iteration 81Q: 3 clusters Score -1.459201e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -14592043.000000 Penalty: 5704.051758
	Iteration 82Q: 3 clusters Score -1.459204e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -14592055.000000 Penalty: 5704.051758
	Iteration 83Q: 3 clusters Score -1.459206e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -14592044.000000 Penalty: 5704.051758
	Iteration 84Q: 3 clusters Score -1.459204e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -14592088.000000 Penalty: 5704.051758
	Iteration 85Q: 3 clusters Score -1.459209e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -14592097.000000 Penalty: 5704.051758
	Iteration 86Q: 3 clusters Score -1.45921e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -14592132.000000 Penalty: 5704.051758
	Iteration 87Q: 3 clusters Score -1.459213e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -14592156.000000 Penalty: 5704.051758
	Iteration 88Q: 3 clusters Score -1.459216e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -14592161.000000 Penalty: 5704.051758
	Iteration 89Q: 3 clusters Score -1.459216e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -14592176.000000 Penalty: 5704.051758
	Iteration 90Q: 3 clusters Score -1.459218e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71025 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -14592205.000000 Penalty: 5704.051758
	Iteration 91Q: 3 clusters Score -1.45922e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -14592190.000000 Penalty: 5704.051758
	Iteration 92Q: 3 clusters Score -1.459219e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -14592201.000000 Penalty: 5704.051758
	Iteration 93Q: 3 clusters Score -1.45922e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71553 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -14592220.000000 Penalty: 5704.051758
	Iteration 94Q: 3 clusters Score -1.459222e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -14592238.000000 Penalty: 5704.051758
	Iteration 95Q: 3 clusters Score -1.459224e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -14592221.000000 Penalty: 5704.051758
	Iteration 96Q: 3 clusters Score -1.459222e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -14592216.000000 Penalty: 5704.051758
	Iteration 97Q: 3 clusters Score -1.459222e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -14592190.000000 Penalty: 5704.051758
	Iteration 98Q: 3 clusters Score -1.459219e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72269 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -14592222.000000 Penalty: 5704.051758
	Iteration 99Q: 3 clusters Score -1.459222e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -14592207.000000 Penalty: 5704.051758
	Iteration 100F: 3 clusters Score -1.459221e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -14592211.000000 Penalty: 5704.051758
	Iteration 101Q: 3 clusters Score -1.459221e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -14592267.000000 Penalty: 5704.051758
	Iteration 102Q: 3 clusters Score -1.459227e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72887 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -14592272.000000 Penalty: 5704.051758
	Iteration 103Q: 3 clusters Score -1.459227e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -14592326.000000 Penalty: 5704.051758
	Iteration 104Q: 3 clusters Score -1.459233e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -14592302.000000 Penalty: 5704.051758
	Iteration 105Q: 3 clusters Score -1.45923e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -14592349.000000 Penalty: 5704.051758
	Iteration 106Q: 3 clusters Score -1.459235e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -14592357.000000 Penalty: 5704.051758
	Iteration 107Q: 3 clusters Score -1.459236e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73613 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -14592356.000000 Penalty: 5704.051758
	Iteration 108Q: 3 clusters Score -1.459236e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73758 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -14592387.000000 Penalty: 5704.051758
	Iteration 109Q: 3 clusters Score -1.459239e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -14592395.000000 Penalty: 5704.051758
	Iteration 110Q: 3 clusters Score -1.45924e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -14592414.000000 Penalty: 5704.051758
	Iteration 111Q: 3 clusters Score -1.459241e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -14592373.000000 Penalty: 5704.051758
	Iteration 112Q: 3 clusters Score -1.459237e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -14592380.000000 Penalty: 5704.051758
	Iteration 113Q: 3 clusters Score -1.459238e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -14592358.000000 Penalty: 5704.051758
	Iteration 114Q: 3 clusters Score -1.459236e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74747 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -14592353.000000 Penalty: 5704.051758
	Iteration 115Q: 3 clusters Score -1.459235e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -14592385.000000 Penalty: 5704.051758
	Iteration 116Q: 3 clusters Score -1.459238e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -14592374.000000 Penalty: 5704.051758
	Iteration 117Q: 3 clusters Score -1.459237e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -14592360.000000 Penalty: 5704.051758
	Iteration 118Q: 3 clusters Score -1.459236e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -14592379.000000 Penalty: 5704.051758
	Iteration 119Q: 3 clusters Score -1.459238e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -14592382.000000 Penalty: 5704.051758
	Iteration 120F: 3 clusters Score -1.459238e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -14592409.000000 Penalty: 5704.051758
	Iteration 121Q: 3 clusters Score -1.459241e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -14592430.000000 Penalty: 5704.051758
	Iteration 122Q: 3 clusters Score -1.459243e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -14592416.000000 Penalty: 5704.051758
	Iteration 123Q: 3 clusters Score -1.459242e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -14592403.000000 Penalty: 5704.051758
	Iteration 124Q: 3 clusters Score -1.45924e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -14592420.000000 Penalty: 5704.051758
	Iteration 125Q: 3 clusters Score -1.459242e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -14592445.000000 Penalty: 5704.051758
	Iteration 126Q: 3 clusters Score -1.459244e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -14592479.000000 Penalty: 5704.051758
	Iteration 127Q: 3 clusters Score -1.459248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -14592466.000000 Penalty: 5704.051758
	Iteration 128Q: 3 clusters Score -1.459247e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77546 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -14592463.000000 Penalty: 5704.051758
	Iteration 129Q: 3 clusters Score -1.459246e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -14592503.000000 Penalty: 5704.051758
	Iteration 130Q: 3 clusters Score -1.45925e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -14592551.000000 Penalty: 5704.051758
	Iteration 131Q: 3 clusters Score -1.459255e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78180 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -14592565.000000 Penalty: 5704.051758
	Iteration 132Q: 3 clusters Score -1.459256e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -14592623.000000 Penalty: 5704.051758
	Iteration 133Q: 3 clusters Score -1.459262e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -14592646.000000 Penalty: 5704.051758
	Iteration 134Q: 3 clusters Score -1.459265e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78918 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -14592684.000000 Penalty: 5704.051758
	Iteration 135Q: 3 clusters Score -1.459268e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -14592691.000000 Penalty: 5704.051758
	Iteration 136Q: 3 clusters Score -1.459269e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -14592746.000000 Penalty: 5704.051758
	Iteration 137Q: 3 clusters Score -1.459275e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -14592792.000000 Penalty: 5704.051758
	Iteration 138Q: 3 clusters Score -1.459279e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -14592788.000000 Penalty: 5704.051758
	Iteration 139Q: 3 clusters Score -1.459279e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80334 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -14592837.000000 Penalty: 5704.051758
	Iteration 140F: 3 clusters Score -1.459284e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -14592881.000000 Penalty: 5704.051758
	Iteration 141Q: 3 clusters Score -1.459288e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -14592930.000000 Penalty: 5704.051758
	Iteration 142Q: 3 clusters Score -1.459293e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81320 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -14592997.000000 Penalty: 5704.051758
	Iteration 143Q: 3 clusters Score -1.4593e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -14593039.000000 Penalty: 5704.051758
	Iteration 144Q: 3 clusters Score -1.459304e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -14593101.000000 Penalty: 5704.051758
	Iteration 145Q: 3 clusters Score -1.45931e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -14593117.000000 Penalty: 5704.051758
	Iteration 146Q: 3 clusters Score -1.459312e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -14593156.000000 Penalty: 5704.051758
	Iteration 147Q: 3 clusters Score -1.459316e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -14593193.000000 Penalty: 5704.051758
	Iteration 148Q: 3 clusters Score -1.459319e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -14593254.000000 Penalty: 5704.051758
	Iteration 149Q: 3 clusters Score -1.459325e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -14593391.000000 Penalty: 5704.051758
	Iteration 150Q: 3 clusters Score -1.459339e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -14593448.000000 Penalty: 5704.051758
	Iteration 151Q: 3 clusters Score -1.459345e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -14593604.000000 Penalty: 5704.051758
	Iteration 152Q: 3 clusters Score -1.45936e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -14593688.000000 Penalty: 5704.051758
	Iteration 153Q: 3 clusters Score -1.459369e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -14593845.000000 Penalty: 5704.051758
	Iteration 154Q: 3 clusters Score -1.459384e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87712 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -14593993.000000 Penalty: 5704.051758
	Iteration 155Q: 3 clusters Score -1.459399e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -14594226.000000 Penalty: 5704.051758
	Iteration 156Q: 3 clusters Score -1.459423e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -14594471.000000 Penalty: 5704.051758
	Iteration 157Q: 3 clusters Score -1.459447e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -14594732.000000 Penalty: 5704.051758
	Iteration 158Q: 3 clusters Score -1.459473e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -14595017.000000 Penalty: 5704.051758
	Iteration 159Q: 3 clusters Score -1.459502e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91629 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -14595284.000000 Penalty: 5704.051758
	Iteration 160F: 3 clusters Score -1.459528e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -14595641.000000 Penalty: 5704.051758
	Iteration 161Q: 3 clusters Score -1.459564e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -14595978.000000 Penalty: 5704.051758
	Iteration 162Q: 3 clusters Score -1.459598e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -14596286.000000 Penalty: 5704.051758
	Iteration 163Q: 3 clusters Score -1.459629e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94664 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -14596527.000000 Penalty: 5704.051758
	Iteration 164Q: 3 clusters Score -1.459653e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -14596810.000000 Penalty: 5704.051758
	Iteration 165Q: 3 clusters Score -1.459681e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -14597045.000000 Penalty: 5704.051758
	Iteration 166Q: 3 clusters Score -1.459704e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -14597199.000000 Penalty: 5704.051758
	Iteration 167Q: 3 clusters Score -1.45972e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -14597346.000000 Penalty: 5704.051758
	Iteration 168Q: 3 clusters Score -1.459735e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -14597459.000000 Penalty: 5704.051758
	Iteration 169Q: 3 clusters Score -1.459746e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14597495.000000 Penalty: 5704.051758
	Iteration 170Q: 3 clusters Score -1.45975e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -14597569.000000 Penalty: 5704.051758
	Iteration 171Q: 3 clusters Score -1.459757e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -14597614.000000 Penalty: 5704.051758
	Iteration 172Q: 3 clusters Score -1.459761e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14597673.000000 Penalty: 5704.051758
	Iteration 173Q: 3 clusters Score -1.459767e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97239 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14597745.000000 Penalty: 5704.051758
	Iteration 174Q: 3 clusters Score -1.459774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -14597785.000000 Penalty: 5704.051758
	Iteration 175Q: 3 clusters Score -1.459778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97347 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14597812.000000 Penalty: 5704.051758
	Iteration 176Q: 3 clusters Score -1.459781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14597813.000000 Penalty: 5704.051758
	Iteration 177Q: 3 clusters Score -1.459781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -14597839.000000 Penalty: 5704.051758
	Iteration 178Q: 3 clusters Score -1.459784e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -14597848.000000 Penalty: 5704.051758
	Iteration 179Q: 3 clusters Score -1.459785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97491 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -14597856.000000 Penalty: 5704.051758
	Iteration 180F: 3 clusters Score -1.459786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97505 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14597862.000000 Penalty: 5704.051758
	Iteration 181Q: 3 clusters Score -1.459786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -14597872.000000 Penalty: 5704.051758
	Iteration 182Q: 3 clusters Score -1.459787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97524 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14597873.000000 Penalty: 5704.051758
	Iteration 183Q: 3 clusters Score -1.459787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -14597882.000000 Penalty: 5704.051758
	Iteration 184Q: 3 clusters Score -1.459788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -14597882.000000 Penalty: 5704.051758
	Iteration 185Q: 3 clusters Score -1.459788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14597883.000000 Penalty: 5704.051758
	Iteration 186Q: 3 clusters Score -1.459788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -14597881.000000 Penalty: 5704.051758
	Iteration 187Q: 3 clusters Score -1.459788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -14597879.000000 Penalty: 5704.051758
	Iteration 188Q: 3 clusters Score -1.459788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97550 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14597890.000000 Penalty: 5704.051758
	Iteration 189Q: 3 clusters Score -1.459789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14597896.000000 Penalty: 5704.051758
	Iteration 190Q: 3 clusters Score -1.45979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14597899.000000 Penalty: 5704.051758
	Iteration 191Q: 3 clusters Score -1.45979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -14597880.000000 Penalty: 5704.051758
	Iteration 192Q: 3 clusters Score -1.459788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97563 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14597901.000000 Penalty: 5704.051758
	Iteration 193Q: 3 clusters Score -1.45979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -14597889.000000 Penalty: 5704.051758
	Iteration 194Q: 3 clusters Score -1.459789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97568 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -14597890.000000 Penalty: 5704.051758
	Iteration 195Q: 3 clusters Score -1.459789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14597895.000000 Penalty: 5704.051758
	Iteration 196Q: 3 clusters Score -1.45979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14597905.000000 Penalty: 5704.051758
	Iteration 197Q: 3 clusters Score -1.45979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -14597902.000000 Penalty: 5704.051758
	Iteration 198Q: 3 clusters Score -1.45979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14597905.000000 Penalty: 5704.051758
	Iteration 199Q: 3 clusters Score -1.45979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -14597914.000000 Penalty: 5704.051758
	Iteration 200F: 3 clusters Score -1.459791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -14597931.000000 Penalty: 5704.051758
	Iteration 201Q: 3 clusters Score -1.459793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14597930.000000 Penalty: 5704.051758
	Iteration 202Q: 3 clusters Score -1.459793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97596 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -14597934.000000 Penalty: 5704.051758
	Iteration 203Q: 3 clusters Score -1.459793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -14597929.000000 Penalty: 5704.051758
	Iteration 204Q: 3 clusters Score -1.459793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -14597936.000000 Penalty: 5704.051758
	Iteration 205Q: 3 clusters Score -1.459794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97604 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -14597949.000000 Penalty: 5704.051758
	Iteration 206Q: 3 clusters Score -1.459795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14597941.000000 Penalty: 5704.051758
	Iteration 207Q: 3 clusters Score -1.459794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14597951.000000 Penalty: 5704.051758
	Iteration 208Q: 3 clusters Score -1.459795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -14597951.000000 Penalty: 5704.051758
	Iteration 209Q: 3 clusters Score -1.459795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97609 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14597947.000000 Penalty: 5704.051758
	Iteration 210Q: 3 clusters Score -1.459795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97610 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -14597951.000000 Penalty: 5704.051758
	Iteration 211Q: 3 clusters Score -1.459795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97612 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -14597941.000000 Penalty: 5704.051758
	Iteration 212Q: 3 clusters Score -1.459794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97617 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14597941.000000 Penalty: 5704.051758
	Iteration 213Q: 3 clusters Score -1.459794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14597942.000000 Penalty: 5704.051758
	Iteration 214Q: 3 clusters Score -1.459794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14597942.000000 Penalty: 5704.051758
	Iteration 215Q: 3 clusters Score -1.459794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14597939.000000 Penalty: 5704.051758
	Iteration 216Q: 3 clusters Score -1.459794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14597934.000000 Penalty: 5704.051758
	Iteration 217Q: 3 clusters Score -1.459793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -14597934.000000 Penalty: 5704.051758
	Iteration 218F: 3 clusters Score -1.459793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79910.515625 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79910.52 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80117.453125 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80117.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80172.804688 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -80172.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80201.421875 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80201.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80214.585938 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80214.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80220.156250 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80220.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -80223.640625 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80223.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80231.734375 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -80231.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80234.476562 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -80234.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80234.476562 Penalty: 3167.056396
	Iteration 9F: 3 clusters Score -80234.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21741.291016 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21741.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21842.384766 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21842.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21875.521484 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21875.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21898.306641 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -21898.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21900.873047 Penalty: 2561.733887
	Iteration 4Q: 3 clusters Score -21900.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21900.873047 Penalty: 2561.733887
	Iteration 5F: 3 clusters Score -21900.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -97828.468750 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97828.47 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98095.320312 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98095.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98217.648438 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98217.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98358.835938 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -98358.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98497.039062 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -98497.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -98540.398438 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -98579.703125 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -98617.359375 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98617.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98660.882812 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98660.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -98695.750000 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98695.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98716.921875 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98716.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98737.250000 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98737.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98749.226562 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98749.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98750.195312 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98750.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98752.382812 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -98752.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98753.085938 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -98753.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98753.085938 Penalty: 3272.184082
	Iteration 16F: 3 clusters Score -98753.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Entering Unmasked Estep 
Score: -278978.125000 Penalty: 1891.510254
	Iteration 0F: 2 clusters Score -278978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276404.250000 Penalty: 3783.020508
	Iteration 0F: 3 clusters Score -276404.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276924.187500 Penalty: 3783.020508
	Iteration 1F: 3 clusters Score -276924.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -277076.125000 Penalty: 3783.020508
	Iteration 2F: 3 clusters Score -277076.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277165.687500 Penalty: 3783.020508
	Iteration 3Q: 3 clusters Score -277165.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -277221.375000 Penalty: 3783.020508
	Iteration 4Q: 3 clusters Score -277221.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -277253.218750 Penalty: 3783.020508
	Iteration 5Q: 3 clusters Score -277253.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -277272.406250 Penalty: 3783.020508
	Iteration 6Q: 3 clusters Score -277272.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277285.875000 Penalty: 3783.020508
	Iteration 7Q: 3 clusters Score -277285.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -277301.187500 Penalty: 3783.020508
	Iteration 8Q: 3 clusters Score -277301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277316.875000 Penalty: 3783.020508
	Iteration 9Q: 3 clusters Score -277316.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -277330.562500 Penalty: 3783.020508
	Iteration 10Q: 3 clusters Score -277330.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -277350.125000 Penalty: 3783.020508
	Iteration 11Q: 3 clusters Score -277350.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -277371.812500 Penalty: 3783.020508
	Iteration 12Q: 3 clusters Score -277371.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -277394.343750 Penalty: 3783.020508
	Iteration 13Q: 3 clusters Score -277394.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -277413.250000 Penalty: 3783.020508
	Iteration 14Q: 3 clusters Score -277413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -277426.687500 Penalty: 3783.020508
	Iteration 15Q: 3 clusters Score -277426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -277433.781250 Penalty: 3783.020508
	Iteration 16Q: 3 clusters Score -277433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -277438.437500 Penalty: 3783.020508
	Iteration 17Q: 3 clusters Score -277438.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -277444.593750 Penalty: 3783.020508
	Iteration 18Q: 3 clusters Score -277444.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -277449.937500 Penalty: 3783.020508
	Iteration 19Q: 3 clusters Score -277449.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -277456.156250 Penalty: 3783.020508
	Iteration 20F: 3 clusters Score -277456.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277464.468750 Penalty: 3783.020508
	Iteration 21Q: 3 clusters Score -277464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277475.062500 Penalty: 3783.020508
	Iteration 22Q: 3 clusters Score -277475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -277484.656250 Penalty: 3783.020508
	Iteration 23Q: 3 clusters Score -277484.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277491.843750 Penalty: 3783.020508
	Iteration 24Q: 3 clusters Score -277491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -277496.750000 Penalty: 3783.020508
	Iteration 25Q: 3 clusters Score -277496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -277503.281250 Penalty: 3783.020508
	Iteration 26Q: 3 clusters Score -277503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -277513.250000 Penalty: 3783.020508
	Iteration 27Q: 3 clusters Score -277513.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -277522.156250 Penalty: 3783.020508
	Iteration 28Q: 3 clusters Score -277522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -277525.312500 Penalty: 3783.020508
	Iteration 29Q: 3 clusters Score -277525.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -277530.093750 Penalty: 3783.020508
	Iteration 30Q: 3 clusters Score -277530.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -277535.625000 Penalty: 3783.020508
	Iteration 31Q: 3 clusters Score -277535.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -277544.187500 Penalty: 3783.020508
	Iteration 32Q: 3 clusters Score -277544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -277549.593750 Penalty: 3783.020508
	Iteration 33Q: 3 clusters Score -277549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -277555.843750 Penalty: 3783.020508
	Iteration 34Q: 3 clusters Score -277555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -277560.125000 Penalty: 3783.020508
	Iteration 35Q: 3 clusters Score -277560.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -277564.812500 Penalty: 3783.020508
	Iteration 36Q: 3 clusters Score -277564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -277569.062500 Penalty: 3783.020508
	Iteration 37Q: 3 clusters Score -277569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -277575.906250 Penalty: 3783.020508
	Iteration 38Q: 3 clusters Score -277575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -277580.531250 Penalty: 3783.020508
	Iteration 39Q: 3 clusters Score -277580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -277584.937500 Penalty: 3783.020508
	Iteration 40F: 3 clusters Score -277584.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -277586.531250 Penalty: 3783.020508
	Iteration 41Q: 3 clusters Score -277586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -277589.531250 Penalty: 3783.020508
	Iteration 42Q: 3 clusters Score -277589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277591.093750 Penalty: 3783.020508
	Iteration 43Q: 3 clusters Score -277591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -277593.812500 Penalty: 3783.020508
	Iteration 44Q: 3 clusters Score -277593.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277593.843750 Penalty: 3783.020508
	Iteration 45Q: 3 clusters Score -277593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277593.843750 Penalty: 3783.020508
	Iteration 46F: 3 clusters Score -277593.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Entering Unmasked Estep 
Score: -3144366.000000 Penalty: 2472.066650
	Iteration 0F: 2 clusters Score -3144366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -3129570.500000 Penalty: 4944.133301
	Iteration 0F: 3 clusters Score -3129570 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3134785.750000 Penalty: 4944.133301
	Iteration 1F: 3 clusters Score -3134786 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3135326.500000 Penalty: 4944.133301
	Iteration 2F: 3 clusters Score -3135326 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3135822.500000 Penalty: 4944.133301
	Iteration 3F: 3 clusters Score -3135822 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3136298.250000 Penalty: 4944.133301
	Iteration 4Q: 3 clusters Score -3136298 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3136871.500000 Penalty: 4944.133301
	Iteration 5F: 3 clusters Score -3136872 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3137605.250000 Penalty: 4944.133301
	Iteration 6F: 3 clusters Score -3137605 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3138444.000000 Penalty: 4944.133301
	Iteration 7F: 3 clusters Score -3138444 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3139319.250000 Penalty: 4944.133301
	Iteration 8F: 3 clusters Score -3139319 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3140072.750000 Penalty: 4944.133301
	Iteration 9F: 3 clusters Score -3140073 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3140668.000000 Penalty: 4944.133301
	Iteration 10Q: 3 clusters Score -3140668 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3141074.750000 Penalty: 4944.133301
	Iteration 11Q: 3 clusters Score -3141075 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3141422.500000 Penalty: 4944.133301
	Iteration 12Q: 3 clusters Score -3141422 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3141703.000000 Penalty: 4944.133301
	Iteration 13Q: 3 clusters Score -3141703 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3141888.500000 Penalty: 4944.133301
	Iteration 14Q: 3 clusters Score -3141888 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3142038.500000 Penalty: 4944.133301
	Iteration 15Q: 3 clusters Score -3142038 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3142111.500000 Penalty: 4944.133301
	Iteration 16Q: 3 clusters Score -3142112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3142172.000000 Penalty: 4944.133301
	Iteration 17Q: 3 clusters Score -3142172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3142217.250000 Penalty: 4944.133301
	Iteration 18Q: 3 clusters Score -3142217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3142232.500000 Penalty: 4944.133301
	Iteration 19Q: 3 clusters Score -3142232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3142252.000000 Penalty: 4944.133301
	Iteration 20F: 3 clusters Score -3142252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3142276.500000 Penalty: 4944.133301
	Iteration 21Q: 3 clusters Score -3142276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3142288.500000 Penalty: 4944.133301
	Iteration 22Q: 3 clusters Score -3142288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3142301.500000 Penalty: 4944.133301
	Iteration 23Q: 3 clusters Score -3142302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3142316.500000 Penalty: 4944.133301
	Iteration 24Q: 3 clusters Score -3142316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3142322.250000 Penalty: 4944.133301
	Iteration 25Q: 3 clusters Score -3142322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3142326.000000 Penalty: 4944.133301
	Iteration 26Q: 3 clusters Score -3142326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3142327.500000 Penalty: 4944.133301
	Iteration 27Q: 3 clusters Score -3142328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3142334.750000 Penalty: 4944.133301
	Iteration 28Q: 3 clusters Score -3142335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3142328.500000 Penalty: 4944.133301
	Iteration 29Q: 3 clusters Score -3142328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3142333.000000 Penalty: 4944.133301
	Iteration 30Q: 3 clusters Score -3142333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3142334.500000 Penalty: 4944.133301
	Iteration 31Q: 3 clusters Score -3142334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3142333.500000 Penalty: 4944.133301
	Iteration 32Q: 3 clusters Score -3142334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3142333.500000 Penalty: 4944.133301
	Iteration 33F: 3 clusters Score -3142334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117154.140625 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117154.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117505.742188 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117505.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117650.937500 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117650.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -117739.734375 Penalty: 3395.028320
	Iteration 3Q: 3 clusters Score -117739.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117816.757812 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -117816.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -117918.484375 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -117918.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -117967.351562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -117967.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -118028.632812 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118028.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118058.343750 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118058.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -118078.382812 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118078.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118096.015625 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118116.359375 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118116.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118148.250000 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -118148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118173.132812 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -118173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118204.531250 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -118204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118226.648438 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -118226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118235.867188 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -118235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118251.367188 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -118251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118265.101562 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -118265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118272.734375 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -118272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118276.703125 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -118276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118285.062500 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -118285.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -118299.312500 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -118299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118309.867188 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -118309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118327.921875 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -118327.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118356.523438 Penalty: 3395.028320
	Iteration 25Q: 3 clusters Score -118356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118400.093750 Penalty: 3395.028320
	Iteration 26Q: 3 clusters Score -118400.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118424.132812 Penalty: 3395.028320
	Iteration 27Q: 3 clusters Score -118424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118441.609375 Penalty: 3395.028320
	Iteration 28Q: 3 clusters Score -118441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118451.632812 Penalty: 3395.028320
	Iteration 29Q: 3 clusters Score -118451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118466.625000 Penalty: 3395.028320
	Iteration 30Q: 3 clusters Score -118466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118468.125000 Penalty: 3395.028320
	Iteration 31Q: 3 clusters Score -118468.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118468.125000 Penalty: 3395.028320
	Iteration 32F: 3 clusters Score -118468.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67232.000000 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67407.531250 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67407.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67462.875000 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67462.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67477.914062 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67477.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67492.906250 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67492.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -67515.562500 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67515.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67529.289062 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67529.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67538.015625 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -67538.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -67550.109375 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -67550.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -67571.554688 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -67571.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67593.406250 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -67593.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67615.828125 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -67615.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67640.343750 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -67640.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67680.796875 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -67680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67687.851562 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -67687.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67691.328125 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -67691.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67691.328125 Penalty: 3080.457520
	Iteration 16F: 3 clusters Score -67691.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36457 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11700 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 12308 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56632 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98726 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073336.000000 Penalty: 168590.921875
Iteration 399Q: 51 clusters Score -1.150733e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36460 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 12276 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60286 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7294 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56653 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29682 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98735 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073368.000000 Penalty: 168590.921875
Iteration 400F: 51 clusters Score -1.150734e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8040 members 
Mstep: Class 5 contains 36463 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 12235 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60287 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7293 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 56675 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29679 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98749 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073424.000000 Penalty: 168590.921875
Iteration 401Q: 51 clusters Score -1.150734e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 36468 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 12206 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60286 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7294 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56693 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97413 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29678 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98759 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073408.000000 Penalty: 168590.921875
Iteration 402Q: 51 clusters Score -1.150734e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8038 members 
Mstep: Class 5 contains 36473 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 12175 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32034 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 7294 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56716 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97413 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29674 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98770 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073360.000000 Penalty: 168590.921875
Iteration 403Q: 51 clusters Score -1.150734e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8037 members 
Mstep: Class 5 contains 36479 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 12152 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60284 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8365 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 56727 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97413 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5278 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29672 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98772 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073496.000000 Penalty: 168590.921875
Iteration 404Q: 51 clusters Score -1.150735e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 36487 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18620 members 
Mstep: Class 9 contains 12126 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8364 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6067 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19436 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 56745 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97413 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29670 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98771 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073456.000000 Penalty: 168590.921875
Iteration 405Q: 51 clusters Score -1.150735e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8035 members 
Mstep: Class 5 contains 36489 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18622 members 
Mstep: Class 9 contains 12093 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60287 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6066 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19437 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 56775 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97413 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5623 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5275 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29668 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98775 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073456.000000 Penalty: 168590.921875
Iteration 406Q: 51 clusters Score -1.150735e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8033 members 
Mstep: Class 5 contains 36492 members 
Mstep: Class 6 contains 26452 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18622 members 
Mstep: Class 9 contains 12058 members 
Mstep: Class 10 contains 12027 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60287 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6065 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19438 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7294 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 56809 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5624 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29671 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98777 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073520.000000 Penalty: 168590.921875
Iteration 407Q: 51 clusters Score -1.150735e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 36494 members 
Mstep: Class 6 contains 26450 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18620 members 
Mstep: Class 9 contains 12027 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8360 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19438 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56825 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29673 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98789 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073400.000000 Penalty: 168590.921875
Iteration 408Q: 51 clusters Score -1.150734e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 36498 members 
Mstep: Class 6 contains 26454 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9770 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9703 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8358 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19438 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56852 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97415 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5628 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29673 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98793 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073408.000000 Penalty: 168590.921875
Iteration 409Q: 51 clusters Score -1.150734e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 5 contains 36501 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 11950 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 60286 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8356 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4342 members 
Mstep: Class 26 contains 7295 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8999 members 
Mstep: Class 29 contains 56886 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97415 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29672 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98802 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073312.000000 Penalty: 168590.921875
Iteration 410Q: 51 clusters Score -1.150733e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 36505 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11912 members 
Mstep: Class 10 contains 12028 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 60287 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8355 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7296 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 56916 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97414 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5626 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29669 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98810 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073312.000000 Penalty: 168590.921875
Iteration 411Q: 51 clusters Score -1.150733e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 36507 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11880 members 
Mstep: Class 10 contains 12029 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32034 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 60288 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7298 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 56939 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97411 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29673 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98811 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073344.000000 Penalty: 168590.921875
Iteration 412Q: 51 clusters Score -1.150733e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 36509 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 11840 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 60290 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7299 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 56973 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97407 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5628 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80103 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29672 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98815 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073392.000000 Penalty: 168590.921875
Iteration 413Q: 51 clusters Score -1.150734e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16749 members 
Mstep: Class 4 contains 8031 members 
Mstep: Class 5 contains 36511 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 11816 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 60291 members 
Mstep: Class 16 contains 9704 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7300 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 56999 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97405 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80103 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29669 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98818 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073408.000000 Penalty: 168590.921875
Iteration 414Q: 51 clusters Score -1.150734e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 36511 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60293 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7301 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57014 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97403 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29671 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98820 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073424.000000 Penalty: 168590.921875
Iteration 415Q: 51 clusters Score -1.150734e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 36511 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11779 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60293 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7302 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57032 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97403 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29670 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98824 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073392.000000 Penalty: 168590.921875
Iteration 416Q: 51 clusters Score -1.150734e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60294 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57048 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29670 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98826 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073392.000000 Penalty: 168590.921875
Iteration 417Q: 51 clusters Score -1.150734e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60295 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57064 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29668 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98836 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073408.000000 Penalty: 168590.921875
Iteration 418Q: 51 clusters Score -1.150734e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11725 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60296 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57082 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29666 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98836 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073392.000000 Penalty: 168590.921875
Iteration 419Q: 51 clusters Score -1.150734e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36513 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60297 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57087 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29666 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98837 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073344.000000 Penalty: 168590.921875
Iteration 420F: 51 clusters Score -1.150733e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36514 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11712 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60298 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7303 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57092 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29665 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98837 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073360.000000 Penalty: 168590.921875
Iteration 421Q: 51 clusters Score -1.150734e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11700 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60298 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57101 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29664 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98839 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073392.000000 Penalty: 168590.921875
Iteration 422Q: 51 clusters Score -1.150734e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60298 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7304 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57109 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29663 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98847 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073344.000000 Penalty: 168590.921875
Iteration 423Q: 51 clusters Score -1.150733e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18616 members 
Mstep: Class 9 contains 11671 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60297 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7305 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57116 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97402 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5630 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29662 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98853 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073328.000000 Penalty: 168590.921875
Iteration 424Q: 51 clusters Score -1.150733e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 11649 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60299 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7305 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57132 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97401 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29663 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98860 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21329 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073352.000000 Penalty: 168590.921875
Iteration 425Q: 51 clusters Score -1.150734e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11633 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60299 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4343 members 
Mstep: Class 26 contains 7306 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8996 members 
Mstep: Class 29 contains 57143 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97401 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29664 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98860 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21330 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073400.000000 Penalty: 168590.921875
Iteration 426Q: 51 clusters Score -1.150734e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36515 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60301 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7306 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 57164 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97401 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29663 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98859 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21331 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073384.000000 Penalty: 168590.921875
Iteration 427Q: 51 clusters Score -1.150734e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16748 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36516 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11596 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60302 members 
Mstep: Class 16 contains 9705 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6062 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19439 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7306 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8998 members 
Mstep: Class 29 contains 57180 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97401 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29661 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98862 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21332 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073320.000000 Penalty: 168590.921875
Iteration 428Q: 51 clusters Score -1.150733e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11582 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60306 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6061 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19440 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8994 members 
Mstep: Class 29 contains 57192 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97401 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29658 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98862 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073328.000000 Penalty: 168590.921875
Iteration 429Q: 51 clusters Score -1.150733e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16752 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11557 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60307 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19441 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8992 members 
Mstep: Class 29 contains 57206 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97400 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29659 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98870 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 430Q: 51 clusters Score -1.150733e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16755 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11535 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60311 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9644 members 
Mstep: Class 21 contains 6060 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3213 members 
Mstep: Class 24 contains 19441 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8987 members 
Mstep: Class 29 contains 57226 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97397 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29658 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98874 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073176.000000 Penalty: 168590.921875
Iteration 431Q: 51 clusters Score -1.150732e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11515 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60315 members 
Mstep: Class 16 contains 9710 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19442 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 57244 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97393 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5276 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98880 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073200.000000 Penalty: 168590.921875
Iteration 432Q: 51 clusters Score -1.150732e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16758 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11500 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60317 members 
Mstep: Class 16 contains 9711 members 
Mstep: Class 17 contains 5522 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19441 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 57256 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97391 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98884 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2053 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073248.000000 Penalty: 168590.921875
Iteration 433Q: 51 clusters Score -1.150732e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16758 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11481 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8138 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60317 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8306 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19443 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 57274 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97390 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11012 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98887 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 434Q: 51 clusters Score -1.150733e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11454 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60316 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19445 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7307 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8985 members 
Mstep: Class 29 contains 57296 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97390 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98891 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21333 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 435Q: 51 clusters Score -1.150733e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26457 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11431 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8984 members 
Mstep: Class 29 contains 57323 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98890 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21334 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073312.000000 Penalty: 168590.921875
Iteration 436Q: 51 clusters Score -1.150733e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 36517 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11406 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60320 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8983 members 
Mstep: Class 29 contains 57346 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5629 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98891 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21335 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073328.000000 Penalty: 168590.921875
Iteration 437Q: 51 clusters Score -1.150733e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 36518 members 
Mstep: Class 6 contains 26458 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18612 members 
Mstep: Class 9 contains 11376 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8303 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57371 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5628 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98897 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21335 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 438Q: 51 clusters Score -1.150733e+08 nChanged 39
Entering ConstructFrom: 
Score: -115073264.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Entering Unmasked Estep 
Score: -1602188.875000 Penalty: 2303.961670
	Iteration 0F: 2 clusters Score -1602189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1594018.125000 Penalty: 4607.923340
	Iteration 0F: 3 clusters Score -1594018 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1596592.125000 Penalty: 4607.923340
	Iteration 1F: 3 clusters Score -1596592 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1597110.875000 Penalty: 4607.923340
	Iteration 2F: 3 clusters Score -1597111 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1597592.625000 Penalty: 4607.923340
	Iteration 3F: 3 clusters Score -1597593 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1598047.625000 Penalty: 4607.923340
	Iteration 4F: 3 clusters Score -1598048 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1598497.750000 Penalty: 4607.923340
	Iteration 5F: 3 clusters Score -1598498 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1598879.875000 Penalty: 4607.923340
	Iteration 6F: 3 clusters Score -1598880 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1599160.750000 Penalty: 4607.923340
	Iteration 7Q: 3 clusters Score -1599161 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1599362.750000 Penalty: 4607.923340
	Iteration 8Q: 3 clusters Score -1599363 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1599520.125000 Penalty: 4607.923340
	Iteration 9Q: 3 clusters Score -1599520 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1599659.375000 Penalty: 4607.923340
	Iteration 10Q: 3 clusters Score -1599659 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1599774.250000 Penalty: 4607.923340
	Iteration 11Q: 3 clusters Score -1599774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1599886.500000 Penalty: 4607.923340
	Iteration 12Q: 3 clusters Score -1599886 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1600027.375000 Penalty: 4607.923340
	Iteration 13Q: 3 clusters Score -1600027 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1600168.875000 Penalty: 4607.923340
	Iteration 14Q: 3 clusters Score -1600169 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1600297.875000 Penalty: 4607.923340
	Iteration 15Q: 3 clusters Score -1600298 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1600402.500000 Penalty: 4607.923340
	Iteration 16Q: 3 clusters Score -1600402 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1600466.500000 Penalty: 4607.923340
	Iteration 17Q: 3 clusters Score -1600466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1600503.875000 Penalty: 4607.923340
	Iteration 18Q: 3 clusters Score -1600504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1600535.750000 Penalty: 4607.923340
	Iteration 19Q: 3 clusters Score -1600536 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1600569.875000 Penalty: 4607.923340
	Iteration 20F: 3 clusters Score -1600570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1600609.375000 Penalty: 4607.923340
	Iteration 21Q: 3 clusters Score -1600609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1600664.000000 Penalty: 4607.923340
	Iteration 22Q: 3 clusters Score -1600664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1600763.375000 Penalty: 4607.923340
	Iteration 23Q: 3 clusters Score -1600763 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1600885.625000 Penalty: 4607.923340
	Iteration 24Q: 3 clusters Score -1600886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1601043.000000 Penalty: 4607.923340
	Iteration 25Q: 3 clusters Score -1601043 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1601203.500000 Penalty: 4607.923340
	Iteration 26Q: 3 clusters Score -1601204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1601282.750000 Penalty: 4607.923340
	Iteration 27Q: 3 clusters Score -1601283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1601323.625000 Penalty: 4607.923340
	Iteration 28Q: 3 clusters Score -1601324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1601353.250000 Penalty: 4607.923340
	Iteration 29Q: 3 clusters Score -1601353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1601360.750000 Penalty: 4607.923340
	Iteration 30Q: 3 clusters Score -1601361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1601366.875000 Penalty: 4607.923340
	Iteration 31Q: 3 clusters Score -1601367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1601373.625000 Penalty: 4607.923340
	Iteration 32Q: 3 clusters Score -1601374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1601378.500000 Penalty: 4607.923340
	Iteration 33Q: 3 clusters Score -1601378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1601376.500000 Penalty: 4607.923340
	Iteration 34Q: 3 clusters Score -1601376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1601376.375000 Penalty: 4607.923340
	Iteration 35Q: 3 clusters Score -1601376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1601379.250000 Penalty: 4607.923340
	Iteration 36Q: 3 clusters Score -1601379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1601378.125000 Penalty: 4607.923340
	Iteration 37Q: 3 clusters Score -1601378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1601383.750000 Penalty: 4607.923340
	Iteration 38Q: 3 clusters Score -1601384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1601383.125000 Penalty: 4607.923340
	Iteration 39Q: 3 clusters Score -1601383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1601386.375000 Penalty: 4607.923340
	Iteration 40F: 3 clusters Score -1601386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -821267.687500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -821267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -816337.125000 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -816337.1 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -817709.062500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -817709.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -818081.375000 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -818081.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -818410.500000 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -818410.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -818731.500000 Penalty: 4289.430664
	Iteration 4F: 3 clusters Score -818731.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -818983.125000 Penalty: 4289.430664
	Iteration 5F: 3 clusters Score -818983.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -819169.812500 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -819169.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -819349.750000 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -819349.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -819489.375000 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -819489.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -819596.562500 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -819596.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -819661.625000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819661.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -819703.000000 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -819703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -819735.125000 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -819735.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -819751.562500 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -819751.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -819769.687500 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -819769.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -819782.312500 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -819782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -819790.937500 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -819790.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -819799.687500 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -819799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -819803.125000 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -819803.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -819805.375000 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -819805.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -819808.812500 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -819808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -819811.250000 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -819811.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -819812.750000 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -819812.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -819813.312500 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -819813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -819813.312500 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -819813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -819814.750000 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -819814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -819817.125000 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -819817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -819817.437500 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -819817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -819819.000000 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -819819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -819817.875000 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -819817.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -819816.937500 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -819816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -819816.875000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -819816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -819817.812500 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -819817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -819817.812500 Penalty: 4289.430664
	Iteration 33F: 3 clusters Score -819817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -2499753.250000 Penalty: 2412.189697
	Iteration 0F: 2 clusters Score -2499753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2487822.250000 Penalty: 4824.379395
	Iteration 0F: 3 clusters Score -2487822 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2491791.500000 Penalty: 4824.379395
	Iteration 1F: 3 clusters Score -2491792 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2492239.250000 Penalty: 4824.379395
	Iteration 2F: 3 clusters Score -2492239 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2492606.000000 Penalty: 4824.379395
	Iteration 3F: 3 clusters Score -2492606 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2492934.250000 Penalty: 4824.379395
	Iteration 4Q: 3 clusters Score -2492934 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2493241.000000 Penalty: 4824.379395
	Iteration 5Q: 3 clusters Score -2493241 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2493526.750000 Penalty: 4824.379395
	Iteration 6Q: 3 clusters Score -2493527 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2493840.000000 Penalty: 4824.379395
	Iteration 7Q: 3 clusters Score -2493840 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2494227.750000 Penalty: 4824.379395
	Iteration 8Q: 3 clusters Score -2494228 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2494693.000000 Penalty: 4824.379395
	Iteration 9Q: 3 clusters Score -2494693 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2495161.500000 Penalty: 4824.379395
	Iteration 10Q: 3 clusters Score -2495162 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2495607.750000 Penalty: 4824.379395
	Iteration 11Q: 3 clusters Score -2495608 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2496002.000000 Penalty: 4824.379395
	Iteration 12Q: 3 clusters Score -2496002 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2496366.250000 Penalty: 4824.379395
	Iteration 13Q: 3 clusters Score -2496366 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2496678.500000 Penalty: 4824.379395
	Iteration 14Q: 3 clusters Score -2496678 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2496944.500000 Penalty: 4824.379395
	Iteration 15Q: 3 clusters Score -2496944 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2497146.000000 Penalty: 4824.379395
	Iteration 16Q: 3 clusters Score -2497146 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2497292.750000 Penalty: 4824.379395
	Iteration 17Q: 3 clusters Score -2497293 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2497398.250000 Penalty: 4824.379395
	Iteration 18Q: 3 clusters Score -2497398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2497509.500000 Penalty: 4824.379395
	Iteration 19Q: 3 clusters Score -2497510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2497562.500000 Penalty: 4824.379395
	Iteration 20F: 3 clusters Score -2497562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2497597.500000 Penalty: 4824.379395
	Iteration 21Q: 3 clusters Score -2497598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2497633.750000 Penalty: 4824.379395
	Iteration 22Q: 3 clusters Score -2497634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2497649.750000 Penalty: 4824.379395
	Iteration 23Q: 3 clusters Score -2497650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2497671.250000 Penalty: 4824.379395
	Iteration 24Q: 3 clusters Score -2497671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2497690.250000 Penalty: 4824.379395
	Iteration 25Q: 3 clusters Score -2497690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2497701.250000 Penalty: 4824.379395
	Iteration 26Q: 3 clusters Score -2497701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2497709.500000 Penalty: 4824.379395
	Iteration 27Q: 3 clusters Score -2497710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2497720.500000 Penalty: 4824.379395
	Iteration 28Q: 3 clusters Score -2497720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2497729.000000 Penalty: 4824.379395
	Iteration 29Q: 3 clusters Score -2497729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2497737.750000 Penalty: 4824.379395
	Iteration 30Q: 3 clusters Score -2497738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2497742.000000 Penalty: 4824.379395
	Iteration 31Q: 3 clusters Score -2497742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2497745.000000 Penalty: 4824.379395
	Iteration 32Q: 3 clusters Score -2497745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2497748.000000 Penalty: 4824.379395
	Iteration 33Q: 3 clusters Score -2497748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2497748.000000 Penalty: 4824.379395
	Iteration 34Q: 3 clusters Score -2497748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2497751.250000 Penalty: 4824.379395
	Iteration 35Q: 3 clusters Score -2497751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2497753.500000 Penalty: 4824.379395
	Iteration 36Q: 3 clusters Score -2497754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2497757.250000 Penalty: 4824.379395
	Iteration 37Q: 3 clusters Score -2497757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2497754.000000 Penalty: 4824.379395
	Iteration 38Q: 3 clusters Score -2497754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2497757.750000 Penalty: 4824.379395
	Iteration 39Q: 3 clusters Score -2497758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2497760.000000 Penalty: 4824.379395
	Iteration 40F: 3 clusters Score -2497760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2497767.750000 Penalty: 4824.379395
	Iteration 41Q: 3 clusters Score -2497768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2497770.000000 Penalty: 4824.379395
	Iteration 42Q: 3 clusters Score -2497770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2497775.750000 Penalty: 4824.379395
	Iteration 43Q: 3 clusters Score -2497776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2497775.750000 Penalty: 4824.379395
	Iteration 44F: 3 clusters Score -2497776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -1125324.000000 Penalty: 2229.382324
	Iteration 0F: 2 clusters Score -1125324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1118906.125000 Penalty: 4458.764648
	Iteration 0F: 3 clusters Score -1118906 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1120772.625000 Penalty: 4458.764648
	Iteration 1F: 3 clusters Score -1120773 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1121138.500000 Penalty: 4458.764648
	Iteration 2F: 3 clusters Score -1121138 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1121395.375000 Penalty: 4458.764648
	Iteration 3F: 3 clusters Score -1121395 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1121619.625000 Penalty: 4458.764648
	Iteration 4Q: 3 clusters Score -1121620 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1121814.625000 Penalty: 4458.764648
	Iteration 5Q: 3 clusters Score -1121815 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1122013.500000 Penalty: 4458.764648
	Iteration 6Q: 3 clusters Score -1122014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1122222.750000 Penalty: 4458.764648
	Iteration 7Q: 3 clusters Score -1122223 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1122420.500000 Penalty: 4458.764648
	Iteration 8Q: 3 clusters Score -1122420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1122644.875000 Penalty: 4458.764648
	Iteration 9Q: 3 clusters Score -1122645 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1122888.000000 Penalty: 4458.764648
	Iteration 10Q: 3 clusters Score -1122888 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1123192.875000 Penalty: 4458.764648
	Iteration 11Q: 3 clusters Score -1123193 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1123480.875000 Penalty: 4458.764648
	Iteration 12Q: 3 clusters Score -1123481 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1123728.125000 Penalty: 4458.764648
	Iteration 13Q: 3 clusters Score -1123728 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1123907.375000 Penalty: 4458.764648
	Iteration 14Q: 3 clusters Score -1123907 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1124032.125000 Penalty: 4458.764648
	Iteration 15Q: 3 clusters Score -1124032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1124115.875000 Penalty: 4458.764648
	Iteration 16Q: 3 clusters Score -1124116 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1124158.375000 Penalty: 4458.764648
	Iteration 17Q: 3 clusters Score -1124158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1124181.375000 Penalty: 4458.764648
	Iteration 18Q: 3 clusters Score -1124181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1124202.625000 Penalty: 4458.764648
	Iteration 19Q: 3 clusters Score -1124203 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1124219.875000 Penalty: 4458.764648
	Iteration 20F: 3 clusters Score -1124220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1124234.125000 Penalty: 4458.764648
	Iteration 21Q: 3 clusters Score -1124234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1124246.500000 Penalty: 4458.764648
	Iteration 22Q: 3 clusters Score -1124246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1124270.625000 Penalty: 4458.764648
	Iteration 23Q: 3 clusters Score -1124271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1124291.500000 Penalty: 4458.764648
	Iteration 24Q: 3 clusters Score -1124292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1124301.375000 Penalty: 4458.764648
	Iteration 25Q: 3 clusters Score -1124301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1124307.250000 Penalty: 4458.764648
	Iteration 26Q: 3 clusters Score -1124307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1124325.250000 Penalty: 4458.764648
	Iteration 27Q: 3 clusters Score -1124325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1124340.250000 Penalty: 4458.764648
	Iteration 28Q: 3 clusters Score -1124340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1124352.125000 Penalty: 4458.764648
	Iteration 29Q: 3 clusters Score -1124352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1124370.250000 Penalty: 4458.764648
	Iteration 30Q: 3 clusters Score -1124370 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1124395.875000 Penalty: 4458.764648
	Iteration 31Q: 3 clusters Score -1124396 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1124431.125000 Penalty: 4458.764648
	Iteration 32Q: 3 clusters Score -1124431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1124455.375000 Penalty: 4458.764648
	Iteration 33Q: 3 clusters Score -1124455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1124477.875000 Penalty: 4458.764648
	Iteration 34Q: 3 clusters Score -1124478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1124505.875000 Penalty: 4458.764648
	Iteration 35Q: 3 clusters Score -1124506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1124533.750000 Penalty: 4458.764648
	Iteration 36Q: 3 clusters Score -1124534 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1124561.500000 Penalty: 4458.764648
	Iteration 37Q: 3 clusters Score -1124562 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1124592.375000 Penalty: 4458.764648
	Iteration 38Q: 3 clusters Score -1124592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1124615.250000 Penalty: 4458.764648
	Iteration 39Q: 3 clusters Score -1124615 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1124625.625000 Penalty: 4458.764648
	Iteration 40F: 3 clusters Score -1124626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1124639.125000 Penalty: 4458.764648
	Iteration 41Q: 3 clusters Score -1124639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1124646.750000 Penalty: 4458.764648
	Iteration 42Q: 3 clusters Score -1124647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1124658.375000 Penalty: 4458.764648
	Iteration 43Q: 3 clusters Score -1124658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1124669.125000 Penalty: 4458.764648
	Iteration 44Q: 3 clusters Score -1124669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1124683.625000 Penalty: 4458.764648
	Iteration 45Q: 3 clusters Score -1124684 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1124700.625000 Penalty: 4458.764648
	Iteration 46Q: 3 clusters Score -1124701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1124714.500000 Penalty: 4458.764648
	Iteration 47Q: 3 clusters Score -1124714 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1124731.875000 Penalty: 4458.764648
	Iteration 48Q: 3 clusters Score -1124732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1124749.875000 Penalty: 4458.764648
	Iteration 49Q: 3 clusters Score -1124750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1124765.625000 Penalty: 4458.764648
	Iteration 50Q: 3 clusters Score -1124766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1124780.500000 Penalty: 4458.764648
	Iteration 51Q: 3 clusters Score -1124780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1124788.500000 Penalty: 4458.764648
	Iteration 52Q: 3 clusters Score -1124788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1124792.375000 Penalty: 4458.764648
	Iteration 53Q: 3 clusters Score -1124792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1124794.625000 Penalty: 4458.764648
	Iteration 54Q: 3 clusters Score -1124795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1124796.000000 Penalty: 4458.764648
	Iteration 55Q: 3 clusters Score -1124796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1124802.750000 Penalty: 4458.764648
	Iteration 56Q: 3 clusters Score -1124803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1124806.625000 Penalty: 4458.764648
	Iteration 57Q: 3 clusters Score -1124807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1124807.750000 Penalty: 4458.764648
	Iteration 58Q: 3 clusters Score -1124808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1124815.000000 Penalty: 4458.764648
	Iteration 59Q: 3 clusters Score -1124815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1124820.875000 Penalty: 4458.764648
	Iteration 60F: 3 clusters Score -1124821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1124828.875000 Penalty: 4458.764648
	Iteration 61Q: 3 clusters Score -1124829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1124830.125000 Penalty: 4458.764648
	Iteration 62Q: 3 clusters Score -1124830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1124832.750000 Penalty: 4458.764648
	Iteration 63Q: 3 clusters Score -1124833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1124835.250000 Penalty: 4458.764648
	Iteration 64Q: 3 clusters Score -1124835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1124833.750000 Penalty: 4458.764648
	Iteration 65Q: 3 clusters Score -1124834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1124836.500000 Penalty: 4458.764648
	Iteration 66Q: 3 clusters Score -1124836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1124835.750000 Penalty: 4458.764648
	Iteration 67Q: 3 clusters Score -1124836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1124834.375000 Penalty: 4458.764648
	Iteration 68Q: 3 clusters Score -1124834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1124836.500000 Penalty: 4458.764648
	Iteration 69Q: 3 clusters Score -1124836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1124836.250000 Penalty: 4458.764648
	Iteration 70Q: 3 clusters Score -1124836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1124835.750000 Penalty: 4458.764648
	Iteration 71Q: 3 clusters Score -1124836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1124840.000000 Penalty: 4458.764648
	Iteration 72Q: 3 clusters Score -1124840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1124837.250000 Penalty: 4458.764648
	Iteration 73Q: 3 clusters Score -1124837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1124839.375000 Penalty: 4458.764648
	Iteration 74Q: 3 clusters Score -1124839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1124838.500000 Penalty: 4458.764648
	Iteration 75Q: 3 clusters Score -1124838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1124840.500000 Penalty: 4458.764648
	Iteration 76Q: 3 clusters Score -1124840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1124840.250000 Penalty: 4458.764648
	Iteration 77Q: 3 clusters Score -1124840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1124845.750000 Penalty: 4458.764648
	Iteration 78Q: 3 clusters Score -1124846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1124845.500000 Penalty: 4458.764648
	Iteration 79Q: 3 clusters Score -1124846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1124846.625000 Penalty: 4458.764648
	Iteration 80F: 3 clusters Score -1124847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1124849.625000 Penalty: 4458.764648
	Iteration 81Q: 3 clusters Score -1124850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1124852.125000 Penalty: 4458.764648
	Iteration 82Q: 3 clusters Score -1124852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1124852.500000 Penalty: 4458.764648
	Iteration 83Q: 3 clusters Score -1124852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1124852.500000 Penalty: 4458.764648
	Iteration 84Q: 3 clusters Score -1124852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1124853.875000 Penalty: 4458.764648
	Iteration 85Q: 3 clusters Score -1124854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1124853.625000 Penalty: 4458.764648
	Iteration 86Q: 3 clusters Score -1124854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1124854.125000 Penalty: 4458.764648
	Iteration 87Q: 3 clusters Score -1124854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1124855.500000 Penalty: 4458.764648
	Iteration 88Q: 3 clusters Score -1124856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1124856.750000 Penalty: 4458.764648
	Iteration 89Q: 3 clusters Score -1124857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1124855.625000 Penalty: 4458.764648
	Iteration 90Q: 3 clusters Score -1124856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1124856.625000 Penalty: 4458.764648
	Iteration 91Q: 3 clusters Score -1124857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1124856.250000 Penalty: 4458.764648
	Iteration 92Q: 3 clusters Score -1124856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1124858.000000 Penalty: 4458.764648
	Iteration 93Q: 3 clusters Score -1124858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1124858.000000 Penalty: 4458.764648
	Iteration 94Q: 3 clusters Score -1124858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1124858.750000 Penalty: 4458.764648
	Iteration 95Q: 3 clusters Score -1124859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1124858.750000 Penalty: 4458.764648
	Iteration 96F: 3 clusters Score -1124859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Entering Unmasked Estep 
Score: -5473493.500000 Penalty: 2605.379150
	Iteration 0F: 2 clusters Score -5473494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -5448556.500000 Penalty: 5210.758301
	Iteration 0F: 3 clusters Score -5448556 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5457755.000000 Penalty: 5210.758301
	Iteration 1F: 3 clusters Score -5457755 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -5458385.000000 Penalty: 5210.758301
	Iteration 2Q: 3 clusters Score -5458385 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5459089.000000 Penalty: 5210.758301
	Iteration 3Q: 3 clusters Score -5459089 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5460063.500000 Penalty: 5210.758301
	Iteration 4F: 3 clusters Score -5460064 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -5461574.500000 Penalty: 5210.758301
	Iteration 5F: 3 clusters Score -5461574 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5463684.500000 Penalty: 5210.758301
	Iteration 6F: 3 clusters Score -5463684 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -5465982.000000 Penalty: 5210.758301
	Iteration 7F: 3 clusters Score -5465982 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -5467965.000000 Penalty: 5210.758301
	Iteration 8F: 3 clusters Score -5467965 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5469280.000000 Penalty: 5210.758301
	Iteration 9Q: 3 clusters Score -5469280 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5470123.500000 Penalty: 5210.758301
	Iteration 10Q: 3 clusters Score -5470124 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5470552.500000 Penalty: 5210.758301
	Iteration 11Q: 3 clusters Score -5470552 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5470809.500000 Penalty: 5210.758301
	Iteration 12Q: 3 clusters Score -5470810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5470999.000000 Penalty: 5210.758301
	Iteration 13Q: 3 clusters Score -5470999 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5471090.500000 Penalty: 5210.758301
	Iteration 14Q: 3 clusters Score -5471090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5471135.500000 Penalty: 5210.758301
	Iteration 15Q: 3 clusters Score -5471136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5471176.000000 Penalty: 5210.758301
	Iteration 16Q: 3 clusters Score -5471176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5471211.000000 Penalty: 5210.758301
	Iteration 17Q: 3 clusters Score -5471211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5471218.500000 Penalty: 5210.758301
	Iteration 18Q: 3 clusters Score -5471218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5471228.000000 Penalty: 5210.758301
	Iteration 19Q: 3 clusters Score -5471228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5471236.000000 Penalty: 5210.758301
	Iteration 20F: 3 clusters Score -5471236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5471240.500000 Penalty: 5210.758301
	Iteration 21Q: 3 clusters Score -5471240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5471249.500000 Penalty: 5210.758301
	Iteration 22Q: 3 clusters Score -5471250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5471257.000000 Penalty: 5210.758301
	Iteration 23Q: 3 clusters Score -5471257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5471255.500000 Penalty: 5210.758301
	Iteration 24Q: 3 clusters Score -5471256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5471263.000000 Penalty: 5210.758301
	Iteration 25Q: 3 clusters Score -5471263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5471276.000000 Penalty: 5210.758301
	Iteration 26Q: 3 clusters Score -5471276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -5471273.500000 Penalty: 5210.758301
	Iteration 27Q: 3 clusters Score -5471274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5471275.500000 Penalty: 5210.758301
	Iteration 28Q: 3 clusters Score -5471276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5471279.500000 Penalty: 5210.758301
	Iteration 29Q: 3 clusters Score -5471280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5471284.500000 Penalty: 5210.758301
	Iteration 30Q: 3 clusters Score -5471284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5471290.500000 Penalty: 5210.758301
	Iteration 31Q: 3 clusters Score -5471290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5471294.500000 Penalty: 5210.758301
	Iteration 32Q: 3 clusters Score -5471294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5471292.000000 Penalty: 5210.758301
	Iteration 33Q: 3 clusters Score -5471292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5471296.000000 Penalty: 5210.758301
	Iteration 34Q: 3 clusters Score -5471296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5471290.000000 Penalty: 5210.758301
	Iteration 35Q: 3 clusters Score -5471290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5471294.000000 Penalty: 5210.758301
	Iteration 36Q: 3 clusters Score -5471294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5471302.000000 Penalty: 5210.758301
	Iteration 37Q: 3 clusters Score -5471302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5471299.500000 Penalty: 5210.758301
	Iteration 38Q: 3 clusters Score -5471300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5471297.500000 Penalty: 5210.758301
	Iteration 39Q: 3 clusters Score -5471298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5471297.500000 Penalty: 5210.758301
	Iteration 40F: 3 clusters Score -5471298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Entering Unmasked Estep 
Score: -3956263.250000 Penalty: 2525.471191
	Iteration 0F: 2 clusters Score -3956263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3938113.750000 Penalty: 5050.942383
	Iteration 0F: 3 clusters Score -3938114 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -3944274.750000 Penalty: 5050.942383
	Iteration 1F: 3 clusters Score -3944275 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3944748.750000 Penalty: 5050.942383
	Iteration 2F: 3 clusters Score -3944749 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3945129.250000 Penalty: 5050.942383
	Iteration 3Q: 3 clusters Score -3945129 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3945510.000000 Penalty: 5050.942383
	Iteration 4Q: 3 clusters Score -3945510 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -3945892.250000 Penalty: 5050.942383
	Iteration 5Q: 3 clusters Score -3945892 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3946320.500000 Penalty: 5050.942383
	Iteration 6Q: 3 clusters Score -3946320 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3946802.750000 Penalty: 5050.942383
	Iteration 7Q: 3 clusters Score -3946803 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3947225.000000 Penalty: 5050.942383
	Iteration 8Q: 3 clusters Score -3947225 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3947707.250000 Penalty: 5050.942383
	Iteration 9Q: 3 clusters Score -3947707 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3948221.750000 Penalty: 5050.942383
	Iteration 10Q: 3 clusters Score -3948222 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3948737.500000 Penalty: 5050.942383
	Iteration 11Q: 3 clusters Score -3948738 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3949298.250000 Penalty: 5050.942383
	Iteration 12Q: 3 clusters Score -3949298 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3949948.500000 Penalty: 5050.942383
	Iteration 13Q: 3 clusters Score -3949948 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3950685.250000 Penalty: 5050.942383
	Iteration 14Q: 3 clusters Score -3950685 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3951421.000000 Penalty: 5050.942383
	Iteration 15Q: 3 clusters Score -3951421 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3952164.000000 Penalty: 5050.942383
	Iteration 16Q: 3 clusters Score -3952164 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3952801.000000 Penalty: 5050.942383
	Iteration 17Q: 3 clusters Score -3952801 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3953255.250000 Penalty: 5050.942383
	Iteration 18Q: 3 clusters Score -3953255 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3953551.750000 Penalty: 5050.942383
	Iteration 19Q: 3 clusters Score -3953552 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3953776.000000 Penalty: 5050.942383
	Iteration 20F: 3 clusters Score -3953776 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3953931.750000 Penalty: 5050.942383
	Iteration 21Q: 3 clusters Score -3953932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3954017.250000 Penalty: 5050.942383
	Iteration 22Q: 3 clusters Score -3954017 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3954077.500000 Penalty: 5050.942383
	Iteration 23Q: 3 clusters Score -3954078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3954116.000000 Penalty: 5050.942383
	Iteration 24Q: 3 clusters Score -3954116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3954126.250000 Penalty: 5050.942383
	Iteration 25Q: 3 clusters Score -3954126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3954153.000000 Penalty: 5050.942383
	Iteration 26Q: 3 clusters Score -3954153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3954159.250000 Penalty: 5050.942383
	Iteration 27Q: 3 clusters Score -3954159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3954170.750000 Penalty: 5050.942383
	Iteration 28Q: 3 clusters Score -3954171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -3954170.000000 Penalty: 5050.942383
	Iteration 29Q: 3 clusters Score -3954170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -3954177.000000 Penalty: 5050.942383
	Iteration 30Q: 3 clusters Score -3954177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3954182.500000 Penalty: 5050.942383
	Iteration 31Q: 3 clusters Score -3954182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3954188.000000 Penalty: 5050.942383
	Iteration 32Q: 3 clusters Score -3954188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3954180.500000 Penalty: 5050.942383
	Iteration 33Q: 3 clusters Score -3954180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3954186.250000 Penalty: 5050.942383
	Iteration 34Q: 3 clusters Score -3954186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3954186.250000 Penalty: 5050.942383
	Iteration 35F: 3 clusters Score -3954186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Entering Unmasked Estep 
Score: -1734409.500000 Penalty: 2323.080322
	Iteration 0F: 2 clusters Score -1734410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1725709.000000 Penalty: 4646.160645
	Iteration 0F: 3 clusters Score -1725709 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1728381.375000 Penalty: 4646.160645
	Iteration 1F: 3 clusters Score -1728381 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1728820.625000 Penalty: 4646.160645
	Iteration 2F: 3 clusters Score -1728821 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1729202.000000 Penalty: 4646.160645
	Iteration 3F: 3 clusters Score -1729202 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1729599.250000 Penalty: 4646.160645
	Iteration 4F: 3 clusters Score -1729599 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1730038.875000 Penalty: 4646.160645
	Iteration 5F: 3 clusters Score -1730039 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1730460.625000 Penalty: 4646.160645
	Iteration 6F: 3 clusters Score -1730461 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1730782.875000 Penalty: 4646.160645
	Iteration 7Q: 3 clusters Score -1730783 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1731049.750000 Penalty: 4646.160645
	Iteration 8Q: 3 clusters Score -1731050 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1731236.750000 Penalty: 4646.160645
	Iteration 9Q: 3 clusters Score -1731237 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1731391.000000 Penalty: 4646.160645
	Iteration 10Q: 3 clusters Score -1731391 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1731512.625000 Penalty: 4646.160645
	Iteration 11Q: 3 clusters Score -1731513 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1731601.875000 Penalty: 4646.160645
	Iteration 12Q: 3 clusters Score -1731602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1731689.875000 Penalty: 4646.160645
	Iteration 13Q: 3 clusters Score -1731690 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1731754.750000 Penalty: 4646.160645
	Iteration 14Q: 3 clusters Score -1731755 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1731829.250000 Penalty: 4646.160645
	Iteration 15Q: 3 clusters Score -1731829 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1731888.125000 Penalty: 4646.160645
	Iteration 16Q: 3 clusters Score -1731888 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1731939.500000 Penalty: 4646.160645
	Iteration 17Q: 3 clusters Score -1731940 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1731992.625000 Penalty: 4646.160645
	Iteration 18Q: 3 clusters Score -1731993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1732032.125000 Penalty: 4646.160645
	Iteration 19Q: 3 clusters Score -1732032 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1732076.375000 Penalty: 4646.160645
	Iteration 20F: 3 clusters Score -1732076 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1732111.000000 Penalty: 4646.160645
	Iteration 21Q: 3 clusters Score -1732111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1732136.125000 Penalty: 4646.160645
	Iteration 22Q: 3 clusters Score -1732136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1732173.500000 Penalty: 4646.160645
	Iteration 23Q: 3 clusters Score -1732174 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1732202.250000 Penalty: 4646.160645
	Iteration 24Q: 3 clusters Score -1732202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1732243.125000 Penalty: 4646.160645
	Iteration 25Q: 3 clusters Score -1732243 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1732282.750000 Penalty: 4646.160645
	Iteration 26Q: 3 clusters Score -1732283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1732320.000000 Penalty: 4646.160645
	Iteration 27Q: 3 clusters Score -1732320 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1732369.125000 Penalty: 4646.160645
	Iteration 28Q: 3 clusters Score -1732369 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1732414.875000 Penalty: 4646.160645
	Iteration 29Q: 3 clusters Score -1732415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1732467.875000 Penalty: 4646.160645
	Iteration 30Q: 3 clusters Score -1732468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1732535.375000 Penalty: 4646.160645
	Iteration 31Q: 3 clusters Score -1732535 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1732599.875000 Penalty: 4646.160645
	Iteration 32Q: 3 clusters Score -1732600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1732660.375000 Penalty: 4646.160645
	Iteration 33Q: 3 clusters Score -1732660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1732712.375000 Penalty: 4646.160645
	Iteration 34Q: 3 clusters Score -1732712 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1732759.750000 Penalty: 4646.160645
	Iteration 35Q: 3 clusters Score -1732760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1732814.500000 Penalty: 4646.160645
	Iteration 36Q: 3 clusters Score -1732814 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1732873.500000 Penalty: 4646.160645
	Iteration 37Q: 3 clusters Score -1732874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1732929.500000 Penalty: 4646.160645
	Iteration 38Q: 3 clusters Score -1732930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1732964.125000 Penalty: 4646.160645
	Iteration 39Q: 3 clusters Score -1732964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1732993.500000 Penalty: 4646.160645
	Iteration 40F: 3 clusters Score -1732994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1733009.000000 Penalty: 4646.160645
	Iteration 41Q: 3 clusters Score -1733009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1733015.250000 Penalty: 4646.160645
	Iteration 42Q: 3 clusters Score -1733015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1733022.000000 Penalty: 4646.160645
	Iteration 43Q: 3 clusters Score -1733022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1733023.375000 Penalty: 4646.160645
	Iteration 44Q: 3 clusters Score -1733023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1733030.375000 Penalty: 4646.160645
	Iteration 45Q: 3 clusters Score -1733030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1733033.500000 Penalty: 4646.160645
	Iteration 46Q: 3 clusters Score -1733034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1733035.250000 Penalty: 4646.160645
	Iteration 47Q: 3 clusters Score -1733035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1733037.500000 Penalty: 4646.160645
	Iteration 48Q: 3 clusters Score -1733038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1733042.625000 Penalty: 4646.160645
	Iteration 49Q: 3 clusters Score -1733043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1733043.625000 Penalty: 4646.160645
	Iteration 50Q: 3 clusters Score -1733044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1733047.625000 Penalty: 4646.160645
	Iteration 51Q: 3 clusters Score -1733048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1733050.500000 Penalty: 4646.160645
	Iteration 52Q: 3 clusters Score -1733050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1733054.875000 Penalty: 4646.160645
	Iteration 53Q: 3 clusters Score -1733055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1733056.000000 Penalty: 4646.160645
	Iteration 54Q: 3 clusters Score -1733056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1733059.750000 Penalty: 4646.160645
	Iteration 55Q: 3 clusters Score -1733060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1733063.500000 Penalty: 4646.160645
	Iteration 56Q: 3 clusters Score -1733064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1733067.500000 Penalty: 4646.160645
	Iteration 57Q: 3 clusters Score -1733068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1733070.875000 Penalty: 4646.160645
	Iteration 58Q: 3 clusters Score -1733071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1733071.000000 Penalty: 4646.160645
	Iteration 59Q: 3 clusters Score -1733071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1733079.250000 Penalty: 4646.160645
	Iteration 60F: 3 clusters Score -1733079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1733078.625000 Penalty: 4646.160645
	Iteration 61Q: 3 clusters Score -1733079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1733076.000000 Penalty: 4646.160645
	Iteration 62Q: 3 clusters Score -1733076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1733073.250000 Penalty: 4646.160645
	Iteration 63Q: 3 clusters Score -1733073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1733080.125000 Penalty: 4646.160645
	Iteration 64Q: 3 clusters Score -1733080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1733079.750000 Penalty: 4646.160645
	Iteration 65Q: 3 clusters Score -1733080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1733084.375000 Penalty: 4646.160645
	Iteration 66Q: 3 clusters Score -1733084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1733085.375000 Penalty: 4646.160645
	Iteration 67Q: 3 clusters Score -1733085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1733086.750000 Penalty: 4646.160645
	Iteration 68Q: 3 clusters Score -1733087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1733085.625000 Penalty: 4646.160645
	Iteration 69Q: 3 clusters Score -1733086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1733085.625000 Penalty: 4646.160645
	Iteration 70Q: 3 clusters Score -1733086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1733086.875000 Penalty: 4646.160645
	Iteration 71Q: 3 clusters Score -1733087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1733089.875000 Penalty: 4646.160645
	Iteration 72Q: 3 clusters Score -1733090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1733086.875000 Penalty: 4646.160645
	Iteration 73Q: 3 clusters Score -1733087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1733088.375000 Penalty: 4646.160645
	Iteration 74Q: 3 clusters Score -1733088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1733089.250000 Penalty: 4646.160645
	Iteration 75Q: 3 clusters Score -1733089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1733092.875000 Penalty: 4646.160645
	Iteration 76Q: 3 clusters Score -1733093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1733091.000000 Penalty: 4646.160645
	Iteration 77Q: 3 clusters Score -1733091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1733091.625000 Penalty: 4646.160645
	Iteration 78Q: 3 clusters Score -1733092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1733094.250000 Penalty: 4646.160645
	Iteration 79Q: 3 clusters Score -1733094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1733094.000000 Penalty: 4646.160645
	Iteration 80F: 3 clusters Score -1733094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1733093.000000 Penalty: 4646.160645
	Iteration 81Q: 3 clusters Score -1733093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1733093.625000 Penalty: 4646.160645
	Iteration 82Q: 3 clusters Score -1733094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1733092.625000 Penalty: 4646.160645
	Iteration 83Q: 3 clusters Score -1733093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1733092.625000 Penalty: 4646.160645
	Iteration 84F: 3 clusters Score -1733093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Entering Unmasked Estep 
Score: -2574620.500000 Penalty: 2438.240723
	Iteration 0F: 2 clusters Score -2574620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2561619.000000 Penalty: 4876.481445
	Iteration 0F: 3 clusters Score -2561619 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2566123.000000 Penalty: 4876.481445
	Iteration 1F: 3 clusters Score -2566123 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2566868.000000 Penalty: 4876.481445
	Iteration 2F: 3 clusters Score -2566868 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2567569.750000 Penalty: 4876.481445
	Iteration 3F: 3 clusters Score -2567570 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2568267.750000 Penalty: 4876.481445
	Iteration 4F: 3 clusters Score -2568268 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2568797.250000 Penalty: 4876.481445
	Iteration 5F: 3 clusters Score -2568797 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2569183.500000 Penalty: 4876.481445
	Iteration 6Q: 3 clusters Score -2569184 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2569475.750000 Penalty: 4876.481445
	Iteration 7Q: 3 clusters Score -2569476 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2569727.750000 Penalty: 4876.481445
	Iteration 8Q: 3 clusters Score -2569728 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2569980.000000 Penalty: 4876.481445
	Iteration 9Q: 3 clusters Score -2569980 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2570193.250000 Penalty: 4876.481445
	Iteration 10Q: 3 clusters Score -2570193 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2570407.000000 Penalty: 4876.481445
	Iteration 11Q: 3 clusters Score -2570407 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2570616.000000 Penalty: 4876.481445
	Iteration 12Q: 3 clusters Score -2570616 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2570790.500000 Penalty: 4876.481445
	Iteration 13Q: 3 clusters Score -2570790 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2570952.000000 Penalty: 4876.481445
	Iteration 14Q: 3 clusters Score -2570952 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2571086.000000 Penalty: 4876.481445
	Iteration 15Q: 3 clusters Score -2571086 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -2571179.500000 Penalty: 4876.481445
	Iteration 16Q: 3 clusters Score -2571180 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2571280.000000 Penalty: 4876.481445
	Iteration 17Q: 3 clusters Score -2571280 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2571378.000000 Penalty: 4876.481445
	Iteration 18Q: 3 clusters Score -2571378 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2571455.500000 Penalty: 4876.481445
	Iteration 19Q: 3 clusters Score -2571456 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2571517.250000 Penalty: 4876.481445
	Iteration 20F: 3 clusters Score -2571517 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2571585.750000 Penalty: 4876.481445
	Iteration 21Q: 3 clusters Score -2571586 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2571647.500000 Penalty: 4876.481445
	Iteration 22Q: 3 clusters Score -2571648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2571718.000000 Penalty: 4876.481445
	Iteration 23Q: 3 clusters Score -2571718 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2571787.250000 Penalty: 4876.481445
	Iteration 24Q: 3 clusters Score -2571787 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2571848.000000 Penalty: 4876.481445
	Iteration 25Q: 3 clusters Score -2571848 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2571918.750000 Penalty: 4876.481445
	Iteration 26Q: 3 clusters Score -2571919 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2572003.000000 Penalty: 4876.481445
	Iteration 27Q: 3 clusters Score -2572003 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2572111.000000 Penalty: 4876.481445
	Iteration 28Q: 3 clusters Score -2572111 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2572204.750000 Penalty: 4876.481445
	Iteration 29Q: 3 clusters Score -2572205 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2572289.250000 Penalty: 4876.481445
	Iteration 30Q: 3 clusters Score -2572289 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2572382.750000 Penalty: 4876.481445
	Iteration 31Q: 3 clusters Score -2572383 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2572437.250000 Penalty: 4876.481445
	Iteration 32Q: 3 clusters Score -2572437 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2572502.500000 Penalty: 4876.481445
	Iteration 33Q: 3 clusters Score -2572502 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2572546.500000 Penalty: 4876.481445
	Iteration 34Q: 3 clusters Score -2572546 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2572592.250000 Penalty: 4876.481445
	Iteration 35Q: 3 clusters Score -2572592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2572629.000000 Penalty: 4876.481445
	Iteration 36Q: 3 clusters Score -2572629 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2572676.000000 Penalty: 4876.481445
	Iteration 37Q: 3 clusters Score -2572676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2572708.500000 Penalty: 4876.481445
	Iteration 38Q: 3 clusters Score -2572708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2572733.750000 Penalty: 4876.481445
	Iteration 39Q: 3 clusters Score -2572734 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -2572770.500000 Penalty: 4876.481445
	Iteration 40F: 3 clusters Score -2572770 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2572797.750000 Penalty: 4876.481445
	Iteration 41Q: 3 clusters Score -2572798 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2572833.250000 Penalty: 4876.481445
	Iteration 42Q: 3 clusters Score -2572833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2572861.750000 Penalty: 4876.481445
	Iteration 43Q: 3 clusters Score -2572862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2572890.000000 Penalty: 4876.481445
	Iteration 44Q: 3 clusters Score -2572890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2572916.500000 Penalty: 4876.481445
	Iteration 45Q: 3 clusters Score -2572916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2572957.250000 Penalty: 4876.481445
	Iteration 46Q: 3 clusters Score -2572957 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2572989.750000 Penalty: 4876.481445
	Iteration 47Q: 3 clusters Score -2572990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2573003.250000 Penalty: 4876.481445
	Iteration 48Q: 3 clusters Score -2573003 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2573032.250000 Penalty: 4876.481445
	Iteration 49Q: 3 clusters Score -2573032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2573061.500000 Penalty: 4876.481445
	Iteration 50Q: 3 clusters Score -2573062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2573098.250000 Penalty: 4876.481445
	Iteration 51Q: 3 clusters Score -2573098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2573118.000000 Penalty: 4876.481445
	Iteration 52Q: 3 clusters Score -2573118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2573147.500000 Penalty: 4876.481445
	Iteration 53Q: 3 clusters Score -2573148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2573174.500000 Penalty: 4876.481445
	Iteration 54Q: 3 clusters Score -2573174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2573191.250000 Penalty: 4876.481445
	Iteration 55Q: 3 clusters Score -2573191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2573219.000000 Penalty: 4876.481445
	Iteration 56Q: 3 clusters Score -2573219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2573228.250000 Penalty: 4876.481445
	Iteration 57Q: 3 clusters Score -2573228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2573248.500000 Penalty: 4876.481445
	Iteration 58Q: 3 clusters Score -2573248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2573268.000000 Penalty: 4876.481445
	Iteration 59Q: 3 clusters Score -2573268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2573286.000000 Penalty: 4876.481445
	Iteration 60F: 3 clusters Score -2573286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2573305.000000 Penalty: 4876.481445
	Iteration 61Q: 3 clusters Score -2573305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2573324.000000 Penalty: 4876.481445
	Iteration 62Q: 3 clusters Score -2573324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2573339.750000 Penalty: 4876.481445
	Iteration 63Q: 3 clusters Score -2573340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2573351.750000 Penalty: 4876.481445
	Iteration 64Q: 3 clusters Score -2573352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2573370.250000 Penalty: 4876.481445
	Iteration 65Q: 3 clusters Score -2573370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2573397.750000 Penalty: 4876.481445
	Iteration 66Q: 3 clusters Score -2573398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2573412.750000 Penalty: 4876.481445
	Iteration 67Q: 3 clusters Score -2573413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2573430.750000 Penalty: 4876.481445
	Iteration 68Q: 3 clusters Score -2573431 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2573458.500000 Penalty: 4876.481445
	Iteration 69Q: 3 clusters Score -2573458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2573481.750000 Penalty: 4876.481445
	Iteration 70Q: 3 clusters Score -2573482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2573491.500000 Penalty: 4876.481445
	Iteration 71Q: 3 clusters Score -2573492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2573502.250000 Penalty: 4876.481445
	Iteration 72Q: 3 clusters Score -2573502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2573506.250000 Penalty: 4876.481445
	Iteration 73Q: 3 clusters Score -2573506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2573522.500000 Penalty: 4876.481445
	Iteration 74Q: 3 clusters Score -2573522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2573533.750000 Penalty: 4876.481445
	Iteration 75Q: 3 clusters Score -2573534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2573545.750000 Penalty: 4876.481445
	Iteration 76Q: 3 clusters Score -2573546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2573563.500000 Penalty: 4876.481445
	Iteration 77Q: 3 clusters Score -2573564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2573581.250000 Penalty: 4876.481445
	Iteration 78Q: 3 clusters Score -2573581 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2573583.500000 Penalty: 4876.481445
	Iteration 79Q: 3 clusters Score -2573584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2573586.250000 Penalty: 4876.481445
	Iteration 80F: 3 clusters Score -2573586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2573596.500000 Penalty: 4876.481445
	Iteration 81Q: 3 clusters Score -2573596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2573603.250000 Penalty: 4876.481445
	Iteration 82Q: 3 clusters Score -2573603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2573610.500000 Penalty: 4876.481445
	Iteration 83Q: 3 clusters Score -2573610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2573619.500000 Penalty: 4876.481445
	Iteration 84Q: 3 clusters Score -2573620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2573628.000000 Penalty: 4876.481445
	Iteration 85Q: 3 clusters Score -2573628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2573628.500000 Penalty: 4876.481445
	Iteration 86Q: 3 clusters Score -2573628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2573634.750000 Penalty: 4876.481445
	Iteration 87Q: 3 clusters Score -2573635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2573642.750000 Penalty: 4876.481445
	Iteration 88Q: 3 clusters Score -2573643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2573642.250000 Penalty: 4876.481445
	Iteration 89Q: 3 clusters Score -2573642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2573644.500000 Penalty: 4876.481445
	Iteration 90Q: 3 clusters Score -2573644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2573641.750000 Penalty: 4876.481445
	Iteration 91Q: 3 clusters Score -2573642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2573640.250000 Penalty: 4876.481445
	Iteration 92Q: 3 clusters Score -2573640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2573640.250000 Penalty: 4876.481445
	Iteration 93F: 3 clusters Score -2573640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1715170.500000 Penalty: 2315.569336
	Iteration 0F: 2 clusters Score -1715170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1706683.750000 Penalty: 4631.138672
	Iteration 0F: 3 clusters Score -1706684 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1709074.500000 Penalty: 4631.138672
	Iteration 1F: 3 clusters Score -1709074 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1709319.375000 Penalty: 4631.138672
	Iteration 2F: 3 clusters Score -1709319 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1709476.625000 Penalty: 4631.138672
	Iteration 3Q: 3 clusters Score -1709477 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1709601.000000 Penalty: 4631.138672
	Iteration 4Q: 3 clusters Score -1709601 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1709708.000000 Penalty: 4631.138672
	Iteration 5Q: 3 clusters Score -1709708 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1709810.500000 Penalty: 4631.138672
	Iteration 6Q: 3 clusters Score -1709810 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1709908.375000 Penalty: 4631.138672
	Iteration 7Q: 3 clusters Score -1709908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1709983.000000 Penalty: 4631.138672
	Iteration 8Q: 3 clusters Score -1709983 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1710065.750000 Penalty: 4631.138672
	Iteration 9Q: 3 clusters Score -1710066 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1710175.875000 Penalty: 4631.138672
	Iteration 10Q: 3 clusters Score -1710176 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1710312.875000 Penalty: 4631.138672
	Iteration 11Q: 3 clusters Score -1710313 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1710488.625000 Penalty: 4631.138672
	Iteration 12Q: 3 clusters Score -1710489 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1710730.750000 Penalty: 4631.138672
	Iteration 13Q: 3 clusters Score -1710731 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1711014.500000 Penalty: 4631.138672
	Iteration 14Q: 3 clusters Score -1711014 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1711326.375000 Penalty: 4631.138672
	Iteration 15Q: 3 clusters Score -1711326 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1711655.875000 Penalty: 4631.138672
	Iteration 16Q: 3 clusters Score -1711656 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1711977.250000 Penalty: 4631.138672
	Iteration 17Q: 3 clusters Score -1711977 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1712209.750000 Penalty: 4631.138672
	Iteration 18Q: 3 clusters Score -1712210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1712376.125000 Penalty: 4631.138672
	Iteration 19Q: 3 clusters Score -1712376 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1712533.375000 Penalty: 4631.138672
	Iteration 20F: 3 clusters Score -1712533 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1712675.250000 Penalty: 4631.138672
	Iteration 21Q: 3 clusters Score -1712675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1712778.500000 Penalty: 4631.138672
	Iteration 22Q: 3 clusters Score -1712778 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1712873.125000 Penalty: 4631.138672
	Iteration 23Q: 3 clusters Score -1712873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1712929.875000 Penalty: 4631.138672
	Iteration 24Q: 3 clusters Score -1712930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1712979.750000 Penalty: 4631.138672
	Iteration 25Q: 3 clusters Score -1712980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1713030.625000 Penalty: 4631.138672
	Iteration 26Q: 3 clusters Score -1713031 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1713071.375000 Penalty: 4631.138672
	Iteration 27Q: 3 clusters Score -1713071 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1713104.625000 Penalty: 4631.138672
	Iteration 28Q: 3 clusters Score -1713105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1713129.625000 Penalty: 4631.138672
	Iteration 29Q: 3 clusters Score -1713130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1713147.000000 Penalty: 4631.138672
	Iteration 30Q: 3 clusters Score -1713147 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1713156.000000 Penalty: 4631.138672
	Iteration 31Q: 3 clusters Score -1713156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1713164.750000 Penalty: 4631.138672
	Iteration 32Q: 3 clusters Score -1713165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1713167.625000 Penalty: 4631.138672
	Iteration 33Q: 3 clusters Score -1713168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1713169.750000 Penalty: 4631.138672
	Iteration 34Q: 3 clusters Score -1713170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1713172.375000 Penalty: 4631.138672
	Iteration 35Q: 3 clusters Score -1713172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1713175.125000 Penalty: 4631.138672
	Iteration 36Q: 3 clusters Score -1713175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1713180.750000 Penalty: 4631.138672
	Iteration 37Q: 3 clusters Score -1713181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1713181.500000 Penalty: 4631.138672
	Iteration 38Q: 3 clusters Score -1713182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1713185.500000 Penalty: 4631.138672
	Iteration 39Q: 3 clusters Score -1713186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1713189.625000 Penalty: 4631.138672
	Iteration 40F: 3 clusters Score -1713190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1713192.750000 Penalty: 4631.138672
	Iteration 41Q: 3 clusters Score -1713193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1713190.250000 Penalty: 4631.138672
	Iteration 42Q: 3 clusters Score -1713190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1713193.875000 Penalty: 4631.138672
	Iteration 43Q: 3 clusters Score -1713194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1713192.375000 Penalty: 4631.138672
	Iteration 44Q: 3 clusters Score -1713192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1713194.250000 Penalty: 4631.138672
	Iteration 45Q: 3 clusters Score -1713194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1713193.125000 Penalty: 4631.138672
	Iteration 46Q: 3 clusters Score -1713193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1713194.250000 Penalty: 4631.138672
	Iteration 47Q: 3 clusters Score -1713194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1713193.875000 Penalty: 4631.138672
	Iteration 48Q: 3 clusters Score -1713194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1713198.375000 Penalty: 4631.138672
	Iteration 49Q: 3 clusters Score -1713198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1713198.750000 Penalty: 4631.138672
	Iteration 50Q: 3 clusters Score -1713199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1713196.875000 Penalty: 4631.138672
	Iteration 51Q: 3 clusters Score -1713197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1713198.500000 Penalty: 4631.138672
	Iteration 52Q: 3 clusters Score -1713198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1713201.875000 Penalty: 4631.138672
	Iteration 53Q: 3 clusters Score -1713202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1713202.250000 Penalty: 4631.138672
	Iteration 54Q: 3 clusters Score -1713202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1713204.750000 Penalty: 4631.138672
	Iteration 55Q: 3 clusters Score -1713205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1713205.875000 Penalty: 4631.138672
	Iteration 56Q: 3 clusters Score -1713206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1713205.375000 Penalty: 4631.138672
	Iteration 57Q: 3 clusters Score -1713205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1713203.625000 Penalty: 4631.138672
	Iteration 58Q: 3 clusters Score -1713204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1713205.250000 Penalty: 4631.138672
	Iteration 59Q: 3 clusters Score -1713205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1713205.250000 Penalty: 4631.138672
	Iteration 60F: 3 clusters Score -1713205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1783739.125000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1783739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1774783.125000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1774783 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1777476.125000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1777476 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1777867.750000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1777868 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1778237.125000 Penalty: 4660.040039
	Iteration 3F: 3 clusters Score -1778237 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1778611.125000 Penalty: 4660.040039
	Iteration 4Q: 3 clusters Score -1778611 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1778992.125000 Penalty: 4660.040039
	Iteration 5F: 3 clusters Score -1778992 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1779453.000000 Penalty: 4660.040039
	Iteration 6F: 3 clusters Score -1779453 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1779998.875000 Penalty: 4660.040039
	Iteration 7F: 3 clusters Score -1779999 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1780521.875000 Penalty: 4660.040039
	Iteration 8F: 3 clusters Score -1780522 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1781016.750000 Penalty: 4660.040039
	Iteration 9F: 3 clusters Score -1781017 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1781397.750000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1781398 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1781668.375000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1781668 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1781825.000000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1781825 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1781922.375000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1781922 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1781997.125000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1781997 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1782048.875000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1782049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1782098.125000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1782098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1782148.375000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1782148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1782210.000000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1782210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1782271.250000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1782271 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1782352.875000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1782353 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1782430.750000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1782431 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1782518.500000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1782518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1782607.125000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1782607 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1782683.000000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1782683 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1782749.000000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1782749 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1782815.750000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1782816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1782891.500000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1782892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1782953.500000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1782954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1783006.875000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1783007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1783049.125000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1783049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1783077.625000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1783078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1783095.125000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1783095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1783107.125000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1783107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1783128.125000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1783128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1783137.375000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1783137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1783160.000000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1783160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1783170.750000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1783171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1783192.625000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1783193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1783199.250000 Penalty: 4660.040039
	Iteration 39Q: 3 clusters Score -1783199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1783207.375000 Penalty: 4660.040039
	Iteration 40F: 3 clusters Score -1783207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1783203.500000 Penalty: 4660.040039
	Iteration 41Q: 3 clusters Score -1783204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1783210.750000 Penalty: 4660.040039
	Iteration 42Q: 3 clusters Score -1783211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1783210.500000 Penalty: 4660.040039
	Iteration 43Q: 3 clusters Score -1783210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1783212.000000 Penalty: 4660.040039
	Iteration 44Q: 3 clusters Score -1783212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1783213.375000 Penalty: 4660.040039
	Iteration 45Q: 3 clusters Score -1783213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1783213.375000 Penalty: 4660.040039
	Iteration 46F: 3 clusters Score -1783213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1156757.500000 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1156758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1150356.125000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1150356 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1152411.000000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1152411 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1152904.625000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1152905 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1153294.625000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -1153295 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1153631.125000 Penalty: 4466.071777
	Iteration 4F: 3 clusters Score -1153631 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1153881.000000 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -1153881 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1154061.250000 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -1154061 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1154181.250000 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1154181 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1154259.125000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1154259 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1154329.875000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1154330 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1154390.500000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1154390 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1154433.625000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1154434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1154473.125000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1154473 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1154519.625000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1154520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1154556.625000 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1154557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1154593.000000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1154593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1154619.250000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1154619 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1154644.250000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1154644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1154671.375000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1154671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1154689.875000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1154690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1154711.625000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1154712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1154728.375000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1154728 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1154746.875000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1154747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1154766.000000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1154766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1154785.500000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1154786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1154811.000000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1154811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1154834.000000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1154834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1154855.375000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1154855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1154876.875000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1154877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1154891.125000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1154891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1154908.625000 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1154909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1154923.500000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1154924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1154932.125000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1154932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1154945.250000 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1154945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1154960.125000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1154960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1154972.625000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1154973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1154981.750000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1154982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1154986.125000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1154986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1154992.500000 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1154992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1154999.500000 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1155000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1155006.375000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1155006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1155011.500000 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -1155012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1155015.750000 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -1155016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1155019.375000 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -1155019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1155022.250000 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -1155022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1155030.500000 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -1155030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1155038.250000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -1155038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1155042.625000 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -1155043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1155046.375000 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -1155046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1155049.000000 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -1155049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1155052.125000 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -1155052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1155056.875000 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -1155057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1155056.625000 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -1155057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1155059.000000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -1155059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1155057.625000 Penalty: 4466.071777
	Iteration 54Q: 3 clusters Score -1155058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1155061.500000 Penalty: 4466.071777
	Iteration 55Q: 3 clusters Score -1155062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1155064.750000 Penalty: 4466.071777
	Iteration 56Q: 3 clusters Score -1155065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1155062.625000 Penalty: 4466.071777
	Iteration 57Q: 3 clusters Score -1155063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1155066.500000 Penalty: 4466.071777
	Iteration 58Q: 3 clusters Score -1155066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1155069.000000 Penalty: 4466.071777
	Iteration 59Q: 3 clusters Score -1155069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1155073.750000 Penalty: 4466.071777
	Iteration 60F: 3 clusters Score -1155074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1155074.250000 Penalty: 4466.071777
	Iteration 61Q: 3 clusters Score -1155074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1155074.750000 Penalty: 4466.071777
	Iteration 62Q: 3 clusters Score -1155075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1155076.500000 Penalty: 4466.071777
	Iteration 63Q: 3 clusters Score -1155076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1155080.000000 Penalty: 4466.071777
	Iteration 64Q: 3 clusters Score -1155080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1155079.375000 Penalty: 4466.071777
	Iteration 65Q: 3 clusters Score -1155079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1155079.000000 Penalty: 4466.071777
	Iteration 66Q: 3 clusters Score -1155079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1155080.875000 Penalty: 4466.071777
	Iteration 67Q: 3 clusters Score -1155081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1155084.750000 Penalty: 4466.071777
	Iteration 68Q: 3 clusters Score -1155085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1155087.750000 Penalty: 4466.071777
	Iteration 69Q: 3 clusters Score -1155088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1155090.125000 Penalty: 4466.071777
	Iteration 70Q: 3 clusters Score -1155090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1155094.500000 Penalty: 4466.071777
	Iteration 71Q: 3 clusters Score -1155094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1155097.125000 Penalty: 4466.071777
	Iteration 72Q: 3 clusters Score -1155097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1155097.250000 Penalty: 4466.071777
	Iteration 73Q: 3 clusters Score -1155097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1155095.750000 Penalty: 4466.071777
	Iteration 74Q: 3 clusters Score -1155096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1155098.875000 Penalty: 4466.071777
	Iteration 75Q: 3 clusters Score -1155099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1155100.875000 Penalty: 4466.071777
	Iteration 76Q: 3 clusters Score -1155101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1155100.875000 Penalty: 4466.071777
	Iteration 77F: 3 clusters Score -1155101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Entering Unmasked Estep 
Score: -4771994.000000 Penalty: 2572.904785
	Iteration 0F: 2 clusters Score -4771994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -4749990.000000 Penalty: 5145.809570
	Iteration 0F: 3 clusters Score -4749990 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -4757985.500000 Penalty: 5145.809570
	Iteration 1F: 3 clusters Score -4757986 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -4758517.500000 Penalty: 5145.809570
	Iteration 2Q: 3 clusters Score -4758518 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4758962.500000 Penalty: 5145.809570
	Iteration 3Q: 3 clusters Score -4758962 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4759351.000000 Penalty: 5145.809570
	Iteration 4Q: 3 clusters Score -4759351 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4759686.500000 Penalty: 5145.809570
	Iteration 5Q: 3 clusters Score -4759686 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4760098.000000 Penalty: 5145.809570
	Iteration 6Q: 3 clusters Score -4760098 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -4760538.500000 Penalty: 5145.809570
	Iteration 7Q: 3 clusters Score -4760538 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4760987.500000 Penalty: 5145.809570
	Iteration 8Q: 3 clusters Score -4760988 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4761461.500000 Penalty: 5145.809570
	Iteration 9Q: 3 clusters Score -4761462 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4761961.500000 Penalty: 5145.809570
	Iteration 10Q: 3 clusters Score -4761962 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4762599.500000 Penalty: 5145.809570
	Iteration 11Q: 3 clusters Score -4762600 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4763334.500000 Penalty: 5145.809570
	Iteration 12Q: 3 clusters Score -4763334 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -4764106.500000 Penalty: 5145.809570
	Iteration 13Q: 3 clusters Score -4764106 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4764814.500000 Penalty: 5145.809570
	Iteration 14Q: 3 clusters Score -4764814 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -4765425.500000 Penalty: 5145.809570
	Iteration 15Q: 3 clusters Score -4765426 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4765821.000000 Penalty: 5145.809570
	Iteration 16Q: 3 clusters Score -4765821 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -4766055.000000 Penalty: 5145.809570
	Iteration 17Q: 3 clusters Score -4766055 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4766238.500000 Penalty: 5145.809570
	Iteration 18Q: 3 clusters Score -4766238 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4766477.000000 Penalty: 5145.809570
	Iteration 19Q: 3 clusters Score -4766477 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -4766739.000000 Penalty: 5145.809570
	Iteration 20F: 3 clusters Score -4766739 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4766992.500000 Penalty: 5145.809570
	Iteration 21Q: 3 clusters Score -4766992 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -4767270.500000 Penalty: 5145.809570
	Iteration 22Q: 3 clusters Score -4767270 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4767568.000000 Penalty: 5145.809570
	Iteration 23Q: 3 clusters Score -4767568 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4767892.000000 Penalty: 5145.809570
	Iteration 24Q: 3 clusters Score -4767892 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4768114.000000 Penalty: 5145.809570
	Iteration 25Q: 3 clusters Score -4768114 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4768322.500000 Penalty: 5145.809570
	Iteration 26Q: 3 clusters Score -4768322 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4768482.500000 Penalty: 5145.809570
	Iteration 27Q: 3 clusters Score -4768482 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -4768615.000000 Penalty: 5145.809570
	Iteration 28Q: 3 clusters Score -4768615 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4768714.000000 Penalty: 5145.809570
	Iteration 29Q: 3 clusters Score -4768714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4768798.000000 Penalty: 5145.809570
	Iteration 30Q: 3 clusters Score -4768798 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -4768859.000000 Penalty: 5145.809570
	Iteration 31Q: 3 clusters Score -4768859 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4768900.500000 Penalty: 5145.809570
	Iteration 32Q: 3 clusters Score -4768900 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -4768940.500000 Penalty: 5145.809570
	Iteration 33Q: 3 clusters Score -4768940 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4768974.500000 Penalty: 5145.809570
	Iteration 34Q: 3 clusters Score -4768974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4768990.500000 Penalty: 5145.809570
	Iteration 35Q: 3 clusters Score -4768990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4769018.000000 Penalty: 5145.809570
	Iteration 36Q: 3 clusters Score -4769018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -4769024.500000 Penalty: 5145.809570
	Iteration 37Q: 3 clusters Score -4769024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4769039.500000 Penalty: 5145.809570
	Iteration 38Q: 3 clusters Score -4769040 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -4769057.000000 Penalty: 5145.809570
	Iteration 39Q: 3 clusters Score -4769057 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4769076.000000 Penalty: 5145.809570
	Iteration 40F: 3 clusters Score -4769076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4769079.000000 Penalty: 5145.809570
	Iteration 41Q: 3 clusters Score -4769079 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4769091.500000 Penalty: 5145.809570
	Iteration 42Q: 3 clusters Score -4769092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4769111.500000 Penalty: 5145.809570
	Iteration 43Q: 3 clusters Score -4769112 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4769132.500000 Penalty: 5145.809570
	Iteration 44Q: 3 clusters Score -4769132 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4769159.000000 Penalty: 5145.809570
	Iteration 45Q: 3 clusters Score -4769159 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -4769171.500000 Penalty: 5145.809570
	Iteration 46Q: 3 clusters Score -4769172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -4769184.500000 Penalty: 5145.809570
	Iteration 47Q: 3 clusters Score -4769184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4769205.000000 Penalty: 5145.809570
	Iteration 48Q: 3 clusters Score -4769205 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4769219.500000 Penalty: 5145.809570
	Iteration 49Q: 3 clusters Score -4769220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4769219.000000 Penalty: 5145.809570
	Iteration 50Q: 3 clusters Score -4769219 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -4769226.500000 Penalty: 5145.809570
	Iteration 51Q: 3 clusters Score -4769226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4769244.000000 Penalty: 5145.809570
	Iteration 52Q: 3 clusters Score -4769244 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4769266.000000 Penalty: 5145.809570
	Iteration 53Q: 3 clusters Score -4769266 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -4769282.500000 Penalty: 5145.809570
	Iteration 54Q: 3 clusters Score -4769282 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4769298.000000 Penalty: 5145.809570
	Iteration 55Q: 3 clusters Score -4769298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4769311.000000 Penalty: 5145.809570
	Iteration 56Q: 3 clusters Score -4769311 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4769341.000000 Penalty: 5145.809570
	Iteration 57Q: 3 clusters Score -4769341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4769349.000000 Penalty: 5145.809570
	Iteration 58Q: 3 clusters Score -4769349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -4769367.500000 Penalty: 5145.809570
	Iteration 59Q: 3 clusters Score -4769368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4769392.500000 Penalty: 5145.809570
	Iteration 60F: 3 clusters Score -4769392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4769413.000000 Penalty: 5145.809570
	Iteration 61Q: 3 clusters Score -4769413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4769460.000000 Penalty: 5145.809570
	Iteration 62Q: 3 clusters Score -4769460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4769483.500000 Penalty: 5145.809570
	Iteration 63Q: 3 clusters Score -4769484 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4769516.500000 Penalty: 5145.809570
	Iteration 64Q: 3 clusters Score -4769516 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4769557.000000 Penalty: 5145.809570
	Iteration 65Q: 3 clusters Score -4769557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -4769615.500000 Penalty: 5145.809570
	Iteration 66Q: 3 clusters Score -4769616 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4769660.000000 Penalty: 5145.809570
	Iteration 67Q: 3 clusters Score -4769660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4769688.500000 Penalty: 5145.809570
	Iteration 68Q: 3 clusters Score -4769688 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4769726.000000 Penalty: 5145.809570
	Iteration 69Q: 3 clusters Score -4769726 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -4769789.500000 Penalty: 5145.809570
	Iteration 70Q: 3 clusters Score -4769790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4769856.500000 Penalty: 5145.809570
	Iteration 71Q: 3 clusters Score -4769856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4769896.500000 Penalty: 5145.809570
	Iteration 72Q: 3 clusters Score -4769896 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4769946.500000 Penalty: 5145.809570
	Iteration 73Q: 3 clusters Score -4769946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4770000.000000 Penalty: 5145.809570
	Iteration 74Q: 3 clusters Score -4770000 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4770063.500000 Penalty: 5145.809570
	Iteration 75Q: 3 clusters Score -4770064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4770129.000000 Penalty: 5145.809570
	Iteration 76Q: 3 clusters Score -4770129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4770168.500000 Penalty: 5145.809570
	Iteration 77Q: 3 clusters Score -4770168 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4770212.000000 Penalty: 5145.809570
	Iteration 78Q: 3 clusters Score -4770212 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4770238.000000 Penalty: 5145.809570
	Iteration 79Q: 3 clusters Score -4770238 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4770253.500000 Penalty: 5145.809570
	Iteration 80F: 3 clusters Score -4770254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4770269.000000 Penalty: 5145.809570
	Iteration 81Q: 3 clusters Score -4770269 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4770287.000000 Penalty: 5145.809570
	Iteration 82Q: 3 clusters Score -4770287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4770303.500000 Penalty: 5145.809570
	Iteration 83Q: 3 clusters Score -4770304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4770326.500000 Penalty: 5145.809570
	Iteration 84Q: 3 clusters Score -4770326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4770332.500000 Penalty: 5145.809570
	Iteration 85Q: 3 clusters Score -4770332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4770345.500000 Penalty: 5145.809570
	Iteration 86Q: 3 clusters Score -4770346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4770363.000000 Penalty: 5145.809570
	Iteration 87Q: 3 clusters Score -4770363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4770370.500000 Penalty: 5145.809570
	Iteration 88Q: 3 clusters Score -4770370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4770383.000000 Penalty: 5145.809570
	Iteration 89Q: 3 clusters Score -4770383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4770401.500000 Penalty: 5145.809570
	Iteration 90Q: 3 clusters Score -4770402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4770399.500000 Penalty: 5145.809570
	Iteration 91Q: 3 clusters Score -4770400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4770411.500000 Penalty: 5145.809570
	Iteration 92Q: 3 clusters Score -4770412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4770408.500000 Penalty: 5145.809570
	Iteration 93Q: 3 clusters Score -4770408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4770419.000000 Penalty: 5145.809570
	Iteration 94Q: 3 clusters Score -4770419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4770417.000000 Penalty: 5145.809570
	Iteration 95Q: 3 clusters Score -4770417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4770424.000000 Penalty: 5145.809570
	Iteration 96Q: 3 clusters Score -4770424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4770413.500000 Penalty: 5145.809570
	Iteration 97Q: 3 clusters Score -4770414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4770417.500000 Penalty: 5145.809570
	Iteration 98Q: 3 clusters Score -4770418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4770421.500000 Penalty: 5145.809570
	Iteration 99Q: 3 clusters Score -4770422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4770429.000000 Penalty: 5145.809570
	Iteration 100F: 3 clusters Score -4770429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4770425.500000 Penalty: 5145.809570
	Iteration 101Q: 3 clusters Score -4770426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4770431.500000 Penalty: 5145.809570
	Iteration 102Q: 3 clusters Score -4770432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4770430.000000 Penalty: 5145.809570
	Iteration 103Q: 3 clusters Score -4770430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4770443.000000 Penalty: 5145.809570
	Iteration 104Q: 3 clusters Score -4770443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4770440.000000 Penalty: 5145.809570
	Iteration 105Q: 3 clusters Score -4770440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4770452.500000 Penalty: 5145.809570
	Iteration 106Q: 3 clusters Score -4770452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4770453.000000 Penalty: 5145.809570
	Iteration 107Q: 3 clusters Score -4770453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4770466.000000 Penalty: 5145.809570
	Iteration 108Q: 3 clusters Score -4770466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4770470.000000 Penalty: 5145.809570
	Iteration 109Q: 3 clusters Score -4770470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4770466.500000 Penalty: 5145.809570
	Iteration 110Q: 3 clusters Score -4770466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4770466.500000 Penalty: 5145.809570
	Iteration 111Q: 3 clusters Score -4770466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4770465.500000 Penalty: 5145.809570
	Iteration 112Q: 3 clusters Score -4770466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4770466.500000 Penalty: 5145.809570
	Iteration 113Q: 3 clusters Score -4770466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4770474.500000 Penalty: 5145.809570
	Iteration 114Q: 3 clusters Score -4770474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4770479.500000 Penalty: 5145.809570
	Iteration 115Q: 3 clusters Score -4770480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4770473.500000 Penalty: 5145.809570
	Iteration 116Q: 3 clusters Score -4770474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4770477.500000 Penalty: 5145.809570
	Iteration 117Q: 3 clusters Score -4770478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4770481.000000 Penalty: 5145.809570
	Iteration 118Q: 3 clusters Score -4770481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4770486.000000 Penalty: 5145.809570
	Iteration 119Q: 3 clusters Score -4770486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4770482.500000 Penalty: 5145.809570
	Iteration 120F: 3 clusters Score -4770482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4770489.500000 Penalty: 5145.809570
	Iteration 121Q: 3 clusters Score -4770490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4770492.500000 Penalty: 5145.809570
	Iteration 122Q: 3 clusters Score -4770492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4770490.000000 Penalty: 5145.809570
	Iteration 123Q: 3 clusters Score -4770490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4770492.000000 Penalty: 5145.809570
	Iteration 124Q: 3 clusters Score -4770492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4770496.500000 Penalty: 5145.809570
	Iteration 125Q: 3 clusters Score -4770496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4770498.000000 Penalty: 5145.809570
	Iteration 126Q: 3 clusters Score -4770498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4770498.000000 Penalty: 5145.809570
	Iteration 127F: 3 clusters Score -4770498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58642.066406 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58642.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57237.097656 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57237.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57566.445312 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57566.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57768.027344 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -57768.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58016.902344 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -58016.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58265.707031 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -58265.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58374.382812 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -58374.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58430.074219 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -58430.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58480.472656 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58480.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58501.519531 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58501.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58501.519531 Penalty: 3069.378906
	Iteration 9F: 3 clusters Score -58501.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -1448029.875000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -1448030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1440543.875000 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -1440544 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1442724.500000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -1442724 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1443050.500000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -1443050 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1443272.000000 Penalty: 4556.584473
	Iteration 3F: 3 clusters Score -1443272 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1443415.000000 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -1443415 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1443534.750000 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -1443535 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1443654.375000 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -1443654 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1443797.000000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -1443797 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1443946.500000 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -1443946 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1444106.125000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -1444106 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1444292.250000 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -1444292 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1444480.000000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -1444480 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1444691.125000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -1444691 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1444877.375000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -1444877 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1445067.750000 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -1445068 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1445261.625000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -1445262 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1445431.875000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -1445432 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1445595.500000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -1445596 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1445719.125000 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -1445719 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1445798.500000 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -1445798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1445864.875000 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -1445865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1445908.500000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -1445908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1445945.500000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -1445946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1445965.375000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -1445965 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1445981.375000 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -1445981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1445991.125000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -1445991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1445997.625000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -1445998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1446009.750000 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -1446010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1446023.625000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -1446024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1446040.625000 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -1446041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1446048.500000 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -1446048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1446056.875000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -1446057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1446060.875000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -1446061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1446064.625000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -1446065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1446069.000000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -1446069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1446071.750000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -1446072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1446072.875000 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -1446073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1446076.625000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -1446077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1446079.625000 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -1446080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1446084.375000 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -1446084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1446084.875000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -1446085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Entering Unmasked Estep 
Score: -8467279.000000 Penalty: 2729.843994
	Iteration 0F: 2 clusters Score -8467279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8426668.000000 Penalty: 5459.687988
	Iteration 0F: 3 clusters Score -8426668 nChanged 28012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -8443271.000000 Penalty: 5459.687988
	Iteration 1F: 3 clusters Score -8443271 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -8444581.000000 Penalty: 5459.687988
	Iteration 2F: 3 clusters Score -8444581 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8446309.000000 Penalty: 5459.687988
	Iteration 3F: 3 clusters Score -8446309 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8448508.000000 Penalty: 5459.687988
	Iteration 4F: 3 clusters Score -8448508 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -8451236.000000 Penalty: 5459.687988
	Iteration 5F: 3 clusters Score -8451236 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -8454575.000000 Penalty: 5459.687988
	Iteration 6F: 3 clusters Score -8454575 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -8458021.000000 Penalty: 5459.687988
	Iteration 7F: 3 clusters Score -8458021 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8461094.000000 Penalty: 5459.687988
	Iteration 8F: 3 clusters Score -8461094 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8463303.000000 Penalty: 5459.687988
	Iteration 9Q: 3 clusters Score -8463303 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8464480.000000 Penalty: 5459.687988
	Iteration 10Q: 3 clusters Score -8464480 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8465095.000000 Penalty: 5459.687988
	Iteration 11Q: 3 clusters Score -8465095 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57791 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8465413.000000 Penalty: 5459.687988
	Iteration 12Q: 3 clusters Score -8465413 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8465643.000000 Penalty: 5459.687988
	Iteration 13Q: 3 clusters Score -8465643 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8465757.000000 Penalty: 5459.687988
	Iteration 14Q: 3 clusters Score -8465757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8465842.000000 Penalty: 5459.687988
	Iteration 15Q: 3 clusters Score -8465842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8465880.000000 Penalty: 5459.687988
	Iteration 16Q: 3 clusters Score -8465880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8465930.000000 Penalty: 5459.687988
	Iteration 17Q: 3 clusters Score -8465930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8465941.000000 Penalty: 5459.687988
	Iteration 18Q: 3 clusters Score -8465941 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8466004.000000 Penalty: 5459.687988
	Iteration 19Q: 3 clusters Score -8466004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8466039.000000 Penalty: 5459.687988
	Iteration 20F: 3 clusters Score -8466039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8466098.000000 Penalty: 5459.687988
	Iteration 21Q: 3 clusters Score -8466098 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8466155.000000 Penalty: 5459.687988
	Iteration 22Q: 3 clusters Score -8466155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8466248.000000 Penalty: 5459.687988
	Iteration 23Q: 3 clusters Score -8466248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8466292.000000 Penalty: 5459.687988
	Iteration 24Q: 3 clusters Score -8466292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8466313.000000 Penalty: 5459.687988
	Iteration 25Q: 3 clusters Score -8466313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8466348.000000 Penalty: 5459.687988
	Iteration 26Q: 3 clusters Score -8466348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8466375.000000 Penalty: 5459.687988
	Iteration 27Q: 3 clusters Score -8466375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8466390.000000 Penalty: 5459.687988
	Iteration 28Q: 3 clusters Score -8466390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8466408.000000 Penalty: 5459.687988
	Iteration 29Q: 3 clusters Score -8466408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8466412.000000 Penalty: 5459.687988
	Iteration 30Q: 3 clusters Score -8466412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8466418.000000 Penalty: 5459.687988
	Iteration 31Q: 3 clusters Score -8466418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58908 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8466417.000000 Penalty: 5459.687988
	Iteration 32Q: 3 clusters Score -8466417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8466422.000000 Penalty: 5459.687988
	Iteration 33Q: 3 clusters Score -8466422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8466429.000000 Penalty: 5459.687988
	Iteration 34Q: 3 clusters Score -8466429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8466436.000000 Penalty: 5459.687988
	Iteration 35Q: 3 clusters Score -8466436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8466433.000000 Penalty: 5459.687988
	Iteration 36Q: 3 clusters Score -8466433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8466429.000000 Penalty: 5459.687988
	Iteration 37Q: 3 clusters Score -8466429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8466435.000000 Penalty: 5459.687988
	Iteration 38Q: 3 clusters Score -8466435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8466437.000000 Penalty: 5459.687988
	Iteration 39Q: 3 clusters Score -8466437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8466436.000000 Penalty: 5459.687988
	Iteration 40F: 3 clusters Score -8466436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8466446.000000 Penalty: 5459.687988
	Iteration 41Q: 3 clusters Score -8466446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8466446.000000 Penalty: 5459.687988
	Iteration 42Q: 3 clusters Score -8466446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8466445.000000 Penalty: 5459.687988
	Iteration 43Q: 3 clusters Score -8466445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8466445.000000 Penalty: 5459.687988
	Iteration 44F: 3 clusters Score -8466445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -1427715.250000 Penalty: 2276.968018
	Iteration 0F: 2 clusters Score -1427715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1420208.500000 Penalty: 4553.936035
	Iteration 0F: 3 clusters Score -1420208 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1422300.500000 Penalty: 4553.936035
	Iteration 1F: 3 clusters Score -1422300 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1422562.125000 Penalty: 4553.936035
	Iteration 2F: 3 clusters Score -1422562 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1422735.250000 Penalty: 4553.936035
	Iteration 3Q: 3 clusters Score -1422735 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1422908.500000 Penalty: 4553.936035
	Iteration 4Q: 3 clusters Score -1422908 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1423075.250000 Penalty: 4553.936035
	Iteration 5Q: 3 clusters Score -1423075 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1423300.250000 Penalty: 4553.936035
	Iteration 6Q: 3 clusters Score -1423300 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1423574.250000 Penalty: 4553.936035
	Iteration 7Q: 3 clusters Score -1423574 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1423909.875000 Penalty: 4553.936035
	Iteration 8Q: 3 clusters Score -1423910 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1424251.875000 Penalty: 4553.936035
	Iteration 9Q: 3 clusters Score -1424252 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1424564.625000 Penalty: 4553.936035
	Iteration 10Q: 3 clusters Score -1424565 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1424836.250000 Penalty: 4553.936035
	Iteration 11Q: 3 clusters Score -1424836 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1425114.625000 Penalty: 4553.936035
	Iteration 12Q: 3 clusters Score -1425115 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1425369.125000 Penalty: 4553.936035
	Iteration 13Q: 3 clusters Score -1425369 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1425577.875000 Penalty: 4553.936035
	Iteration 14Q: 3 clusters Score -1425578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1425755.500000 Penalty: 4553.936035
	Iteration 15Q: 3 clusters Score -1425756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1425924.750000 Penalty: 4553.936035
	Iteration 16Q: 3 clusters Score -1425925 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1426048.625000 Penalty: 4553.936035
	Iteration 17Q: 3 clusters Score -1426049 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1426147.000000 Penalty: 4553.936035
	Iteration 18Q: 3 clusters Score -1426147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1426212.250000 Penalty: 4553.936035
	Iteration 19Q: 3 clusters Score -1426212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1426261.250000 Penalty: 4553.936035
	Iteration 20F: 3 clusters Score -1426261 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1426298.500000 Penalty: 4553.936035
	Iteration 21Q: 3 clusters Score -1426298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1426320.375000 Penalty: 4553.936035
	Iteration 22Q: 3 clusters Score -1426320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1426333.625000 Penalty: 4553.936035
	Iteration 23Q: 3 clusters Score -1426334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1426350.125000 Penalty: 4553.936035
	Iteration 24Q: 3 clusters Score -1426350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1426354.000000 Penalty: 4553.936035
	Iteration 25Q: 3 clusters Score -1426354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1426365.250000 Penalty: 4553.936035
	Iteration 26Q: 3 clusters Score -1426365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1426368.500000 Penalty: 4553.936035
	Iteration 27Q: 3 clusters Score -1426368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1426377.500000 Penalty: 4553.936035
	Iteration 28Q: 3 clusters Score -1426378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1426384.750000 Penalty: 4553.936035
	Iteration 29Q: 3 clusters Score -1426385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1426387.375000 Penalty: 4553.936035
	Iteration 30Q: 3 clusters Score -1426387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1426390.750000 Penalty: 4553.936035
	Iteration 31Q: 3 clusters Score -1426391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1426391.500000 Penalty: 4553.936035
	Iteration 32Q: 3 clusters Score -1426392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1426389.000000 Penalty: 4553.936035
	Iteration 33Q: 3 clusters Score -1426389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1426396.875000 Penalty: 4553.936035
	Iteration 34Q: 3 clusters Score -1426397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1426398.125000 Penalty: 4553.936035
	Iteration 35Q: 3 clusters Score -1426398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1426398.125000 Penalty: 4553.936035
	Iteration 36Q: 3 clusters Score -1426398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1426401.500000 Penalty: 4553.936035
	Iteration 37Q: 3 clusters Score -1426402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1426400.750000 Penalty: 4553.936035
	Iteration 38Q: 3 clusters Score -1426401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1426401.000000 Penalty: 4553.936035
	Iteration 39Q: 3 clusters Score -1426401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1426401.375000 Penalty: 4553.936035
	Iteration 40F: 3 clusters Score -1426401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1426403.500000 Penalty: 4553.936035
	Iteration 41Q: 3 clusters Score -1426404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1426404.125000 Penalty: 4553.936035
	Iteration 42Q: 3 clusters Score -1426404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1426403.125000 Penalty: 4553.936035
	Iteration 43Q: 3 clusters Score -1426403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1426406.500000 Penalty: 4553.936035
	Iteration 44Q: 3 clusters Score -1426406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1426405.125000 Penalty: 4553.936035
	Iteration 45Q: 3 clusters Score -1426405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1426405.125000 Penalty: 4553.936035
	Iteration 46F: 3 clusters Score -1426405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -764551.500000 Penalty: 2136.801025
	Iteration 0F: 2 clusters Score -764551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -759723.937500 Penalty: 4273.602051
	Iteration 0F: 3 clusters Score -759723.9 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -760977.500000 Penalty: 4273.602051
	Iteration 1F: 3 clusters Score -760977.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -761272.937500 Penalty: 4273.602051
	Iteration 2F: 3 clusters Score -761272.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -761532.000000 Penalty: 4273.602051
	Iteration 3F: 3 clusters Score -761532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -761792.187500 Penalty: 4273.602051
	Iteration 4F: 3 clusters Score -761792.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -762081.687500 Penalty: 4273.602051
	Iteration 5F: 3 clusters Score -762081.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -762378.750000 Penalty: 4273.602051
	Iteration 6F: 3 clusters Score -762378.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -762620.437500 Penalty: 4273.602051
	Iteration 7F: 3 clusters Score -762620.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -762802.062500 Penalty: 4273.602051
	Iteration 8Q: 3 clusters Score -762802.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -762946.812500 Penalty: 4273.602051
	Iteration 9Q: 3 clusters Score -762946.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -763026.625000 Penalty: 4273.602051
	Iteration 10Q: 3 clusters Score -763026.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -763082.937500 Penalty: 4273.602051
	Iteration 11Q: 3 clusters Score -763082.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -763117.312500 Penalty: 4273.602051
	Iteration 12Q: 3 clusters Score -763117.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -763143.750000 Penalty: 4273.602051
	Iteration 13Q: 3 clusters Score -763143.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -763158.812500 Penalty: 4273.602051
	Iteration 14Q: 3 clusters Score -763158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -763170.125000 Penalty: 4273.602051
	Iteration 15Q: 3 clusters Score -763170.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -763184.812500 Penalty: 4273.602051
	Iteration 16Q: 3 clusters Score -763184.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -763192.875000 Penalty: 4273.602051
	Iteration 17Q: 3 clusters Score -763192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -763198.437500 Penalty: 4273.602051
	Iteration 18Q: 3 clusters Score -763198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -763203.437500 Penalty: 4273.602051
	Iteration 19Q: 3 clusters Score -763203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -763205.875000 Penalty: 4273.602051
	Iteration 20F: 3 clusters Score -763205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -763210.625000 Penalty: 4273.602051
	Iteration 21Q: 3 clusters Score -763210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -763217.500000 Penalty: 4273.602051
	Iteration 22Q: 3 clusters Score -763217.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -763223.687500 Penalty: 4273.602051
	Iteration 23Q: 3 clusters Score -763223.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -763240.000000 Penalty: 4273.602051
	Iteration 24Q: 3 clusters Score -763240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -763247.812500 Penalty: 4273.602051
	Iteration 25Q: 3 clusters Score -763247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -763250.437500 Penalty: 4273.602051
	Iteration 26Q: 3 clusters Score -763250.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -763256.687500 Penalty: 4273.602051
	Iteration 27Q: 3 clusters Score -763256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -763260.875000 Penalty: 4273.602051
	Iteration 28Q: 3 clusters Score -763260.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -763265.437500 Penalty: 4273.602051
	Iteration 29Q: 3 clusters Score -763265.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -763267.750000 Penalty: 4273.602051
	Iteration 30Q: 3 clusters Score -763267.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -763270.937500 Penalty: 4273.602051
	Iteration 31Q: 3 clusters Score -763270.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -763271.875000 Penalty: 4273.602051
	Iteration 32Q: 3 clusters Score -763271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -763273.562500 Penalty: 4273.602051
	Iteration 33Q: 3 clusters Score -763273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -763275.125000 Penalty: 4273.602051
	Iteration 34Q: 3 clusters Score -763275.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -763281.000000 Penalty: 4273.602051
	Iteration 35Q: 3 clusters Score -763281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -763290.562500 Penalty: 4273.602051
	Iteration 36Q: 3 clusters Score -763290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -763307.750000 Penalty: 4273.602051
	Iteration 37Q: 3 clusters Score -763307.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -763330.687500 Penalty: 4273.602051
	Iteration 38Q: 3 clusters Score -763330.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -763360.562500 Penalty: 4273.602051
	Iteration 39Q: 3 clusters Score -763360.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -763381.812500 Penalty: 4273.602051
	Iteration 40F: 3 clusters Score -763381.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -763402.500000 Penalty: 4273.602051
	Iteration 41Q: 3 clusters Score -763402.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -763419.812500 Penalty: 4273.602051
	Iteration 42Q: 3 clusters Score -763419.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -763431.375000 Penalty: 4273.602051
	Iteration 43Q: 3 clusters Score -763431.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -763444.687500 Penalty: 4273.602051
	Iteration 44Q: 3 clusters Score -763444.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -763455.875000 Penalty: 4273.602051
	Iteration 45Q: 3 clusters Score -763455.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -763472.187500 Penalty: 4273.602051
	Iteration 46Q: 3 clusters Score -763472.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -763505.812500 Penalty: 4273.602051
	Iteration 47Q: 3 clusters Score -763505.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -763553.000000 Penalty: 4273.602051
	Iteration 48Q: 3 clusters Score -763553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -763604.312500 Penalty: 4273.602051
	Iteration 49Q: 3 clusters Score -763604.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -763662.937500 Penalty: 4273.602051
	Iteration 50Q: 3 clusters Score -763662.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -763711.375000 Penalty: 4273.602051
	Iteration 51Q: 3 clusters Score -763711.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -763749.750000 Penalty: 4273.602051
	Iteration 52Q: 3 clusters Score -763749.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -763783.250000 Penalty: 4273.602051
	Iteration 53Q: 3 clusters Score -763783.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -763800.437500 Penalty: 4273.602051
	Iteration 54Q: 3 clusters Score -763800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -763815.187500 Penalty: 4273.602051
	Iteration 55Q: 3 clusters Score -763815.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -763826.250000 Penalty: 4273.602051
	Iteration 56Q: 3 clusters Score -763826.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -763837.500000 Penalty: 4273.602051
	Iteration 57Q: 3 clusters Score -763837.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -763843.687500 Penalty: 4273.602051
	Iteration 58Q: 3 clusters Score -763843.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -763848.500000 Penalty: 4273.602051
	Iteration 59Q: 3 clusters Score -763848.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -763853.250000 Penalty: 4273.602051
	Iteration 60F: 3 clusters Score -763853.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -763856.937500 Penalty: 4273.602051
	Iteration 61Q: 3 clusters Score -763856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -763860.937500 Penalty: 4273.602051
	Iteration 62Q: 3 clusters Score -763860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -763864.812500 Penalty: 4273.602051
	Iteration 63Q: 3 clusters Score -763864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -763869.062500 Penalty: 4273.602051
	Iteration 64Q: 3 clusters Score -763869.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -763872.937500 Penalty: 4273.602051
	Iteration 65Q: 3 clusters Score -763872.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -763876.187500 Penalty: 4273.602051
	Iteration 66Q: 3 clusters Score -763876.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -763881.500000 Penalty: 4273.602051
	Iteration 67Q: 3 clusters Score -763881.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -763881.625000 Penalty: 4273.602051
	Iteration 68Q: 3 clusters Score -763881.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -763885.000000 Penalty: 4273.602051
	Iteration 69Q: 3 clusters Score -763885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -763885.812500 Penalty: 4273.602051
	Iteration 70Q: 3 clusters Score -763885.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -763887.000000 Penalty: 4273.602051
	Iteration 71Q: 3 clusters Score -763887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -763888.375000 Penalty: 4273.602051
	Iteration 72Q: 3 clusters Score -763888.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -763891.187500 Penalty: 4273.602051
	Iteration 73Q: 3 clusters Score -763891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -763893.875000 Penalty: 4273.602051
	Iteration 74Q: 3 clusters Score -763893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -763896.125000 Penalty: 4273.602051
	Iteration 75Q: 3 clusters Score -763896.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -763900.000000 Penalty: 4273.602051
	Iteration 76Q: 3 clusters Score -763900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -763901.125000 Penalty: 4273.602051
	Iteration 77Q: 3 clusters Score -763901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -763903.375000 Penalty: 4273.602051
	Iteration 78Q: 3 clusters Score -763903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -763901.937500 Penalty: 4273.602051
	Iteration 79Q: 3 clusters Score -763901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -763901.125000 Penalty: 4273.602051
	Iteration 80F: 3 clusters Score -763901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -763902.250000 Penalty: 4273.602051
	Iteration 81Q: 3 clusters Score -763902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -763904.000000 Penalty: 4273.602051
	Iteration 82Q: 3 clusters Score -763904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -763904.562500 Penalty: 4273.602051
	Iteration 83Q: 3 clusters Score -763904.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -763904.562500 Penalty: 4273.602051
	Iteration 84F: 3 clusters Score -763904.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -107421.882812 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -107421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105710.203125 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -105710.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106216.250000 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -106216.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -106524.085938 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -106524.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106726.398438 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -106726.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -106839.234375 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -106839.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -106945.046875 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -106945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107022.054688 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -107022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107067.453125 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -107067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107083.546875 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -107083.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107096.460938 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -107096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107103.304688 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -107103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107108.921875 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -107108.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107116.062500 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -107116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107118.828125 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -107118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107119.812500 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -107119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107121.335938 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -107121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107122.523438 Penalty: 3390.251465
	Iteration 16Q: 3 clusters Score -107122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107122.765625 Penalty: 3390.251465
	Iteration 17F: 3 clusters Score -107122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107128.742188 Penalty: 3390.251465
	Iteration 18Q: 3 clusters Score -107128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107143.078125 Penalty: 3390.251465
	Iteration 19Q: 3 clusters Score -107143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107174.257812 Penalty: 3390.251465
	Iteration 20F: 3 clusters Score -107174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107185.601562 Penalty: 3390.251465
	Iteration 21Q: 3 clusters Score -107185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107186.453125 Penalty: 3390.251465
	Iteration 22Q: 3 clusters Score -107186.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107186.453125 Penalty: 3390.251465
	Iteration 23F: 3 clusters Score -107186.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -1224731.500000 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -1224732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1218155.250000 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -1218155 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1220089.875000 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -1220090 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1220369.250000 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -1220369 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1220549.625000 Penalty: 4479.066895
	Iteration 3Q: 3 clusters Score -1220550 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1220659.625000 Penalty: 4479.066895
	Iteration 4Q: 3 clusters Score -1220660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1220750.500000 Penalty: 4479.066895
	Iteration 5Q: 3 clusters Score -1220750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1220844.875000 Penalty: 4479.066895
	Iteration 6Q: 3 clusters Score -1220845 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1220929.875000 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -1220930 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1221000.750000 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -1221001 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1221104.875000 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -1221105 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1221219.625000 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -1221220 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1221328.375000 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -1221328 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1221461.625000 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -1221462 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1221626.250000 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -1221626 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1221793.750000 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -1221794 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1221992.375000 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -1221992 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1222180.500000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -1222180 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1222370.750000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -1222371 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1222532.000000 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -1222532 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1222674.125000 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -1222674 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1222810.250000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -1222810 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1222935.875000 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -1222936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1223037.875000 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -1223038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1223121.250000 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -1223121 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1223189.000000 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -1223189 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1223248.375000 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -1223248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1223293.125000 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -1223293 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1223335.500000 Penalty: 4479.066895
	Iteration 27Q: 3 clusters Score -1223336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1223359.750000 Penalty: 4479.066895
	Iteration 28Q: 3 clusters Score -1223360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1223379.000000 Penalty: 4479.066895
	Iteration 29Q: 3 clusters Score -1223379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1223405.125000 Penalty: 4479.066895
	Iteration 30Q: 3 clusters Score -1223405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1223417.250000 Penalty: 4479.066895
	Iteration 31Q: 3 clusters Score -1223417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1223429.000000 Penalty: 4479.066895
	Iteration 32Q: 3 clusters Score -1223429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1223431.625000 Penalty: 4479.066895
	Iteration 33Q: 3 clusters Score -1223432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1223433.375000 Penalty: 4479.066895
	Iteration 34Q: 3 clusters Score -1223433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1223440.500000 Penalty: 4479.066895
	Iteration 35Q: 3 clusters Score -1223440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1223451.750000 Penalty: 4479.066895
	Iteration 36Q: 3 clusters Score -1223452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1223458.500000 Penalty: 4479.066895
	Iteration 37Q: 3 clusters Score -1223458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1223463.375000 Penalty: 4479.066895
	Iteration 38Q: 3 clusters Score -1223463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1223465.500000 Penalty: 4479.066895
	Iteration 39Q: 3 clusters Score -1223466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1223467.875000 Penalty: 4479.066895
	Iteration 40F: 3 clusters Score -1223468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1223469.875000 Penalty: 4479.066895
	Iteration 41Q: 3 clusters Score -1223470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1223467.750000 Penalty: 4479.066895
	Iteration 42Q: 3 clusters Score -1223468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1223467.750000 Penalty: 4479.066895
	Iteration 43F: 3 clusters Score -1223468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -1444331.750000 Penalty: 2275.148926
	Iteration 0F: 2 clusters Score -1444332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1436866.125000 Penalty: 4550.297852
	Iteration 0F: 3 clusters Score -1436866 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1438988.125000 Penalty: 4550.297852
	Iteration 1F: 3 clusters Score -1438988 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1439265.500000 Penalty: 4550.297852
	Iteration 2F: 3 clusters Score -1439266 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1439457.500000 Penalty: 4550.297852
	Iteration 3Q: 3 clusters Score -1439458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1439624.625000 Penalty: 4550.297852
	Iteration 4Q: 3 clusters Score -1439625 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1439782.500000 Penalty: 4550.297852
	Iteration 5Q: 3 clusters Score -1439782 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1439964.250000 Penalty: 4550.297852
	Iteration 6Q: 3 clusters Score -1439964 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1440154.375000 Penalty: 4550.297852
	Iteration 7Q: 3 clusters Score -1440154 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1440356.875000 Penalty: 4550.297852
	Iteration 8Q: 3 clusters Score -1440357 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1440551.000000 Penalty: 4550.297852
	Iteration 9Q: 3 clusters Score -1440551 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1440729.125000 Penalty: 4550.297852
	Iteration 10Q: 3 clusters Score -1440729 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1440902.250000 Penalty: 4550.297852
	Iteration 11Q: 3 clusters Score -1440902 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1441046.375000 Penalty: 4550.297852
	Iteration 12Q: 3 clusters Score -1441046 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1441169.375000 Penalty: 4550.297852
	Iteration 13Q: 3 clusters Score -1441169 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1441293.000000 Penalty: 4550.297852
	Iteration 14Q: 3 clusters Score -1441293 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1441408.750000 Penalty: 4550.297852
	Iteration 15Q: 3 clusters Score -1441409 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1441511.000000 Penalty: 4550.297852
	Iteration 16Q: 3 clusters Score -1441511 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1441614.375000 Penalty: 4550.297852
	Iteration 17Q: 3 clusters Score -1441614 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1441710.125000 Penalty: 4550.297852
	Iteration 18Q: 3 clusters Score -1441710 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1441791.375000 Penalty: 4550.297852
	Iteration 19Q: 3 clusters Score -1441791 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1441859.750000 Penalty: 4550.297852
	Iteration 20F: 3 clusters Score -1441860 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1441918.375000 Penalty: 4550.297852
	Iteration 21Q: 3 clusters Score -1441918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1441957.750000 Penalty: 4550.297852
	Iteration 22Q: 3 clusters Score -1441958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1441988.875000 Penalty: 4550.297852
	Iteration 23Q: 3 clusters Score -1441989 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1442013.375000 Penalty: 4550.297852
	Iteration 24Q: 3 clusters Score -1442013 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1442030.000000 Penalty: 4550.297852
	Iteration 25Q: 3 clusters Score -1442030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1442050.375000 Penalty: 4550.297852
	Iteration 26Q: 3 clusters Score -1442050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1442072.750000 Penalty: 4550.297852
	Iteration 27Q: 3 clusters Score -1442073 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1442081.375000 Penalty: 4550.297852
	Iteration 28Q: 3 clusters Score -1442081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1442096.875000 Penalty: 4550.297852
	Iteration 29Q: 3 clusters Score -1442097 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1442110.875000 Penalty: 4550.297852
	Iteration 30Q: 3 clusters Score -1442111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1442119.250000 Penalty: 4550.297852
	Iteration 31Q: 3 clusters Score -1442119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1442127.125000 Penalty: 4550.297852
	Iteration 32Q: 3 clusters Score -1442127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1442139.875000 Penalty: 4550.297852
	Iteration 33Q: 3 clusters Score -1442140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1442149.125000 Penalty: 4550.297852
	Iteration 34Q: 3 clusters Score -1442149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1442159.500000 Penalty: 4550.297852
	Iteration 35Q: 3 clusters Score -1442160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1442170.875000 Penalty: 4550.297852
	Iteration 36Q: 3 clusters Score -1442171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1442181.250000 Penalty: 4550.297852
	Iteration 37Q: 3 clusters Score -1442181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1442189.625000 Penalty: 4550.297852
	Iteration 38Q: 3 clusters Score -1442190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1442194.500000 Penalty: 4550.297852
	Iteration 39Q: 3 clusters Score -1442194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1442203.250000 Penalty: 4550.297852
	Iteration 40F: 3 clusters Score -1442203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1442209.875000 Penalty: 4550.297852
	Iteration 41Q: 3 clusters Score -1442210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1442218.375000 Penalty: 4550.297852
	Iteration 42Q: 3 clusters Score -1442218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1442227.375000 Penalty: 4550.297852
	Iteration 43Q: 3 clusters Score -1442227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1442230.125000 Penalty: 4550.297852
	Iteration 44Q: 3 clusters Score -1442230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1442236.000000 Penalty: 4550.297852
	Iteration 45Q: 3 clusters Score -1442236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1442242.125000 Penalty: 4550.297852
	Iteration 46Q: 3 clusters Score -1442242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1442248.625000 Penalty: 4550.297852
	Iteration 47Q: 3 clusters Score -1442249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1442251.000000 Penalty: 4550.297852
	Iteration 48Q: 3 clusters Score -1442251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1442261.625000 Penalty: 4550.297852
	Iteration 49Q: 3 clusters Score -1442262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1442269.250000 Penalty: 4550.297852
	Iteration 50Q: 3 clusters Score -1442269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1442277.125000 Penalty: 4550.297852
	Iteration 51Q: 3 clusters Score -1442277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1442285.375000 Penalty: 4550.297852
	Iteration 52Q: 3 clusters Score -1442285 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1442289.375000 Penalty: 4550.297852
	Iteration 53Q: 3 clusters Score -1442289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1442292.125000 Penalty: 4550.297852
	Iteration 54Q: 3 clusters Score -1442292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1442304.625000 Penalty: 4550.297852
	Iteration 55Q: 3 clusters Score -1442305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1442311.875000 Penalty: 4550.297852
	Iteration 56Q: 3 clusters Score -1442312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1442323.000000 Penalty: 4550.297852
	Iteration 57Q: 3 clusters Score -1442323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1442329.375000 Penalty: 4550.297852
	Iteration 58Q: 3 clusters Score -1442329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1442335.625000 Penalty: 4550.297852
	Iteration 59Q: 3 clusters Score -1442336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1442342.750000 Penalty: 4550.297852
	Iteration 60F: 3 clusters Score -1442343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1442349.000000 Penalty: 4550.297852
	Iteration 61Q: 3 clusters Score -1442349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1442356.750000 Penalty: 4550.297852
	Iteration 62Q: 3 clusters Score -1442357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1442360.750000 Penalty: 4550.297852
	Iteration 63Q: 3 clusters Score -1442361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1442365.875000 Penalty: 4550.297852
	Iteration 64Q: 3 clusters Score -1442366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1442369.500000 Penalty: 4550.297852
	Iteration 65Q: 3 clusters Score -1442370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1442379.375000 Penalty: 4550.297852
	Iteration 66Q: 3 clusters Score -1442379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1442390.750000 Penalty: 4550.297852
	Iteration 67Q: 3 clusters Score -1442391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1442393.375000 Penalty: 4550.297852
	Iteration 68Q: 3 clusters Score -1442393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1442396.000000 Penalty: 4550.297852
	Iteration 69Q: 3 clusters Score -1442396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1442398.750000 Penalty: 4550.297852
	Iteration 70Q: 3 clusters Score -1442399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1442404.500000 Penalty: 4550.297852
	Iteration 71Q: 3 clusters Score -1442404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1442404.000000 Penalty: 4550.297852
	Iteration 72Q: 3 clusters Score -1442404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1442406.375000 Penalty: 4550.297852
	Iteration 73Q: 3 clusters Score -1442406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1442407.125000 Penalty: 4550.297852
	Iteration 74Q: 3 clusters Score -1442407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1442411.625000 Penalty: 4550.297852
	Iteration 75Q: 3 clusters Score -1442412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1442412.375000 Penalty: 4550.297852
	Iteration 76Q: 3 clusters Score -1442412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1442417.125000 Penalty: 4550.297852
	Iteration 77Q: 3 clusters Score -1442417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1442421.125000 Penalty: 4550.297852
	Iteration 78Q: 3 clusters Score -1442421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1442428.125000 Penalty: 4550.297852
	Iteration 79Q: 3 clusters Score -1442428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1442428.500000 Penalty: 4550.297852
	Iteration 80F: 3 clusters Score -1442428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1442431.000000 Penalty: 4550.297852
	Iteration 81Q: 3 clusters Score -1442431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1442429.500000 Penalty: 4550.297852
	Iteration 82Q: 3 clusters Score -1442430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1442429.500000 Penalty: 4550.297852
	Iteration 83F: 3 clusters Score -1442430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -784120.562500 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -784120.6 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 3085 members 
Entering Unmasked Estep 
Score: -779045.437500 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -779045.4 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -780967.812500 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -780967.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -781721.937500 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -781721.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -782231.187500 Penalty: 4319.812988
	Iteration 3F: 3 clusters Score -782231.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -782545.375000 Penalty: 4319.812988
	Iteration 4F: 3 clusters Score -782545.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -782737.750000 Penalty: 4319.812988
	Iteration 5Q: 3 clusters Score -782737.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -782836.000000 Penalty: 4319.812988
	Iteration 6Q: 3 clusters Score -782836 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -782913.687500 Penalty: 4319.812988
	Iteration 7Q: 3 clusters Score -782913.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -782972.562500 Penalty: 4319.812988
	Iteration 8Q: 3 clusters Score -782972.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -783033.562500 Penalty: 4319.812988
	Iteration 9Q: 3 clusters Score -783033.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -783081.937500 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -783081.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -783116.625000 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -783116.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -783144.875000 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -783144.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -783170.687500 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -783170.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -783191.437500 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -783191.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -783206.875000 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -783206.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -783222.750000 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -783222.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -783241.250000 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -783241.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -783251.437500 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -783251.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -783262.687500 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -783262.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -783274.375000 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -783274.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -783280.437500 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -783280.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -783285.000000 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -783285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -783291.625000 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -783291.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -783298.125000 Penalty: 4319.812988
	Iteration 24Q: 3 clusters Score -783298.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -783312.125000 Penalty: 4319.812988
	Iteration 25Q: 3 clusters Score -783312.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -783342.562500 Penalty: 4319.812988
	Iteration 26Q: 3 clusters Score -783342.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -783374.687500 Penalty: 4319.812988
	Iteration 27Q: 3 clusters Score -783374.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -783396.875000 Penalty: 4319.812988
	Iteration 28Q: 3 clusters Score -783396.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -783417.000000 Penalty: 4319.812988
	Iteration 29Q: 3 clusters Score -783417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -783439.750000 Penalty: 4319.812988
	Iteration 30Q: 3 clusters Score -783439.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -783446.687500 Penalty: 4319.812988
	Iteration 31Q: 3 clusters Score -783446.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -783455.500000 Penalty: 4319.812988
	Iteration 32Q: 3 clusters Score -783455.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -783457.437500 Penalty: 4319.812988
	Iteration 33Q: 3 clusters Score -783457.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -783459.812500 Penalty: 4319.812988
	Iteration 34Q: 3 clusters Score -783459.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -783462.187500 Penalty: 4319.812988
	Iteration 35Q: 3 clusters Score -783462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -783460.812500 Penalty: 4319.812988
	Iteration 36Q: 3 clusters Score -783460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -783460.812500 Penalty: 4319.812988
	Iteration 37F: 3 clusters Score -783460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Entering Unmasked Estep 
Score: -1236629.625000 Penalty: 2237.984375
	Iteration 0F: 2 clusters Score -1236630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1230040.125000 Penalty: 4475.968750
	Iteration 0F: 3 clusters Score -1230040 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1231843.000000 Penalty: 4475.968750
	Iteration 1F: 3 clusters Score -1231843 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1232180.250000 Penalty: 4475.968750
	Iteration 2F: 3 clusters Score -1232180 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1232517.500000 Penalty: 4475.968750
	Iteration 3F: 3 clusters Score -1232518 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1232811.500000 Penalty: 4475.968750
	Iteration 4F: 3 clusters Score -1232812 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1233086.000000 Penalty: 4475.968750
	Iteration 5F: 3 clusters Score -1233086 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1233328.625000 Penalty: 4475.968750
	Iteration 6Q: 3 clusters Score -1233329 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1233528.000000 Penalty: 4475.968750
	Iteration 7Q: 3 clusters Score -1233528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1233683.750000 Penalty: 4475.968750
	Iteration 8Q: 3 clusters Score -1233684 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1233781.625000 Penalty: 4475.968750
	Iteration 9Q: 3 clusters Score -1233782 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1233860.500000 Penalty: 4475.968750
	Iteration 10Q: 3 clusters Score -1233860 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1233915.750000 Penalty: 4475.968750
	Iteration 11Q: 3 clusters Score -1233916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1233958.875000 Penalty: 4475.968750
	Iteration 12Q: 3 clusters Score -1233959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1233986.625000 Penalty: 4475.968750
	Iteration 13Q: 3 clusters Score -1233987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1234025.500000 Penalty: 4475.968750
	Iteration 14Q: 3 clusters Score -1234026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1234058.875000 Penalty: 4475.968750
	Iteration 15Q: 3 clusters Score -1234059 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1234087.750000 Penalty: 4475.968750
	Iteration 16Q: 3 clusters Score -1234088 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1234122.375000 Penalty: 4475.968750
	Iteration 17Q: 3 clusters Score -1234122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1234167.625000 Penalty: 4475.968750
	Iteration 18Q: 3 clusters Score -1234168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1234202.500000 Penalty: 4475.968750
	Iteration 19Q: 3 clusters Score -1234202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1234229.500000 Penalty: 4475.968750
	Iteration 20F: 3 clusters Score -1234230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1234252.625000 Penalty: 4475.968750
	Iteration 21Q: 3 clusters Score -1234253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1234275.500000 Penalty: 4475.968750
	Iteration 22Q: 3 clusters Score -1234276 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1234290.375000 Penalty: 4475.968750
	Iteration 23Q: 3 clusters Score -1234290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1234308.750000 Penalty: 4475.968750
	Iteration 24Q: 3 clusters Score -1234309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1234331.625000 Penalty: 4475.968750
	Iteration 25Q: 3 clusters Score -1234332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1234356.250000 Penalty: 4475.968750
	Iteration 26Q: 3 clusters Score -1234356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1234379.375000 Penalty: 4475.968750
	Iteration 27Q: 3 clusters Score -1234379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1234399.375000 Penalty: 4475.968750
	Iteration 28Q: 3 clusters Score -1234399 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1234418.875000 Penalty: 4475.968750
	Iteration 29Q: 3 clusters Score -1234419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1234427.750000 Penalty: 4475.968750
	Iteration 30Q: 3 clusters Score -1234428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1234441.125000 Penalty: 4475.968750
	Iteration 31Q: 3 clusters Score -1234441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1234451.875000 Penalty: 4475.968750
	Iteration 32Q: 3 clusters Score -1234452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1234470.625000 Penalty: 4475.968750
	Iteration 33Q: 3 clusters Score -1234471 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1234484.375000 Penalty: 4475.968750
	Iteration 34Q: 3 clusters Score -1234484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1234500.750000 Penalty: 4475.968750
	Iteration 35Q: 3 clusters Score -1234501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1234514.500000 Penalty: 4475.968750
	Iteration 36Q: 3 clusters Score -1234514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1234526.375000 Penalty: 4475.968750
	Iteration 37Q: 3 clusters Score -1234526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1234543.625000 Penalty: 4475.968750
	Iteration 38Q: 3 clusters Score -1234544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1234557.125000 Penalty: 4475.968750
	Iteration 39Q: 3 clusters Score -1234557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1234566.250000 Penalty: 4475.968750
	Iteration 40F: 3 clusters Score -1234566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1234574.500000 Penalty: 4475.968750
	Iteration 41Q: 3 clusters Score -1234574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1234589.250000 Penalty: 4475.968750
	Iteration 42Q: 3 clusters Score -1234589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1234600.625000 Penalty: 4475.968750
	Iteration 43Q: 3 clusters Score -1234601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1234602.000000 Penalty: 4475.968750
	Iteration 44Q: 3 clusters Score -1234602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1234606.250000 Penalty: 4475.968750
	Iteration 45Q: 3 clusters Score -1234606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1234609.875000 Penalty: 4475.968750
	Iteration 46Q: 3 clusters Score -1234610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1234614.625000 Penalty: 4475.968750
	Iteration 47Q: 3 clusters Score -1234615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1234620.500000 Penalty: 4475.968750
	Iteration 48Q: 3 clusters Score -1234620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1234624.125000 Penalty: 4475.968750
	Iteration 49Q: 3 clusters Score -1234624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1234631.875000 Penalty: 4475.968750
	Iteration 50Q: 3 clusters Score -1234632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1234632.875000 Penalty: 4475.968750
	Iteration 51Q: 3 clusters Score -1234633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1234637.125000 Penalty: 4475.968750
	Iteration 52Q: 3 clusters Score -1234637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1234638.500000 Penalty: 4475.968750
	Iteration 53Q: 3 clusters Score -1234638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1234639.250000 Penalty: 4475.968750
	Iteration 54Q: 3 clusters Score -1234639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1234640.500000 Penalty: 4475.968750
	Iteration 55Q: 3 clusters Score -1234640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1234645.500000 Penalty: 4475.968750
	Iteration 56Q: 3 clusters Score -1234646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1234646.000000 Penalty: 4475.968750
	Iteration 57Q: 3 clusters Score -1234646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1234648.250000 Penalty: 4475.968750
	Iteration 58Q: 3 clusters Score -1234648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1234651.750000 Penalty: 4475.968750
	Iteration 59Q: 3 clusters Score -1234652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1234652.375000 Penalty: 4475.968750
	Iteration 60F: 3 clusters Score -1234652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1234656.000000 Penalty: 4475.968750
	Iteration 61Q: 3 clusters Score -1234656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1234658.500000 Penalty: 4475.968750
	Iteration 62Q: 3 clusters Score -1234658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1234661.750000 Penalty: 4475.968750
	Iteration 63Q: 3 clusters Score -1234662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1234660.125000 Penalty: 4475.968750
	Iteration 64Q: 3 clusters Score -1234660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1234664.125000 Penalty: 4475.968750
	Iteration 65Q: 3 clusters Score -1234664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1234665.875000 Penalty: 4475.968750
	Iteration 66Q: 3 clusters Score -1234666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1234664.250000 Penalty: 4475.968750
	Iteration 67Q: 3 clusters Score -1234664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1234665.375000 Penalty: 4475.968750
	Iteration 68Q: 3 clusters Score -1234665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1234667.250000 Penalty: 4475.968750
	Iteration 69Q: 3 clusters Score -1234667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1234668.375000 Penalty: 4475.968750
	Iteration 70Q: 3 clusters Score -1234668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1234666.875000 Penalty: 4475.968750
	Iteration 71Q: 3 clusters Score -1234667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1234666.875000 Penalty: 4475.968750
	Iteration 72F: 3 clusters Score -1234667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Entering Unmasked Estep 
Score: -455985.531250 Penalty: 2002.435791
	Iteration 0F: 2 clusters Score -455985.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -452560.656250 Penalty: 4004.871582
	Iteration 0F: 3 clusters Score -452560.7 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -453415.031250 Penalty: 4004.871582
	Iteration 1F: 3 clusters Score -453415 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -453777.750000 Penalty: 4004.871582
	Iteration 2F: 3 clusters Score -453777.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -454092.406250 Penalty: 4004.871582
	Iteration 3F: 3 clusters Score -454092.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -454396.250000 Penalty: 4004.871582
	Iteration 4F: 3 clusters Score -454396.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -454721.437500 Penalty: 4004.871582
	Iteration 5F: 3 clusters Score -454721.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -455034.437500 Penalty: 4004.871582
	Iteration 6F: 3 clusters Score -455034.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -455278.437500 Penalty: 4004.871582
	Iteration 7Q: 3 clusters Score -455278.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -455459.125000 Penalty: 4004.871582
	Iteration 8Q: 3 clusters Score -455459.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -455560.906250 Penalty: 4004.871582
	Iteration 9Q: 3 clusters Score -455560.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -455614.343750 Penalty: 4004.871582
	Iteration 10Q: 3 clusters Score -455614.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -455648.656250 Penalty: 4004.871582
	Iteration 11Q: 3 clusters Score -455648.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -455663.375000 Penalty: 4004.871582
	Iteration 12Q: 3 clusters Score -455663.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -455671.812500 Penalty: 4004.871582
	Iteration 13Q: 3 clusters Score -455671.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -455678.968750 Penalty: 4004.871582
	Iteration 14Q: 3 clusters Score -455679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -455687.843750 Penalty: 4004.871582
	Iteration 15Q: 3 clusters Score -455687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -455688.843750 Penalty: 4004.871582
	Iteration 16Q: 3 clusters Score -455688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -455690.437500 Penalty: 4004.871582
	Iteration 17Q: 3 clusters Score -455690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -455691.843750 Penalty: 4004.871582
	Iteration 18Q: 3 clusters Score -455691.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -455691.843750 Penalty: 4004.871582
	Iteration 19F: 3 clusters Score -455691.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -2871778.000000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -2871778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2858256.750000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -2858257 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2862907.750000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -2862908 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2863487.500000 Penalty: 4898.196777
	Iteration 2F: 3 clusters Score -2863488 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2864118.000000 Penalty: 4898.196777
	Iteration 3F: 3 clusters Score -2864118 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2864856.500000 Penalty: 4898.196777
	Iteration 4F: 3 clusters Score -2864856 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2865581.500000 Penalty: 4898.196777
	Iteration 5F: 3 clusters Score -2865582 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2866266.000000 Penalty: 4898.196777
	Iteration 6F: 3 clusters Score -2866266 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2866767.750000 Penalty: 4898.196777
	Iteration 7Q: 3 clusters Score -2866768 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2867108.500000 Penalty: 4898.196777
	Iteration 8Q: 3 clusters Score -2867108 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2867338.250000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -2867338 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2867459.750000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -2867460 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2867565.000000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -2867565 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2867627.000000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -2867627 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2867661.750000 Penalty: 4898.196777
	Iteration 13Q: 3 clusters Score -2867662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2867686.500000 Penalty: 4898.196777
	Iteration 14Q: 3 clusters Score -2867686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2867699.500000 Penalty: 4898.196777
	Iteration 15Q: 3 clusters Score -2867700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2867722.500000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -2867722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2867731.500000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -2867732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2867756.750000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -2867757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2867771.250000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -2867771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2867772.750000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -2867773 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2867789.000000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -2867789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2867812.750000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -2867813 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2867823.000000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -2867823 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2867847.500000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -2867848 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2867870.000000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -2867870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2867891.750000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -2867892 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2867933.250000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -2867933 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2867995.250000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -2867995 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2868052.750000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -2868053 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2868142.250000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -2868142 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2868240.250000 Penalty: 4898.196777
	Iteration 31Q: 3 clusters Score -2868240 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2868351.000000 Penalty: 4898.196777
	Iteration 32Q: 3 clusters Score -2868351 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2868512.500000 Penalty: 4898.196777
	Iteration 33Q: 3 clusters Score -2868512 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2868749.500000 Penalty: 4898.196777
	Iteration 34Q: 3 clusters Score -2868750 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2869048.000000 Penalty: 4898.196777
	Iteration 35Q: 3 clusters Score -2869048 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2869387.750000 Penalty: 4898.196777
	Iteration 36Q: 3 clusters Score -2869388 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2869736.500000 Penalty: 4898.196777
	Iteration 37Q: 3 clusters Score -2869736 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2870036.250000 Penalty: 4898.196777
	Iteration 38Q: 3 clusters Score -2870036 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2870234.250000 Penalty: 4898.196777
	Iteration 39Q: 3 clusters Score -2870234 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2870398.500000 Penalty: 4898.196777
	Iteration 40F: 3 clusters Score -2870398 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2870487.750000 Penalty: 4898.196777
	Iteration 41Q: 3 clusters Score -2870488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2870561.500000 Penalty: 4898.196777
	Iteration 42Q: 3 clusters Score -2870562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2870608.250000 Penalty: 4898.196777
	Iteration 43Q: 3 clusters Score -2870608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2870622.750000 Penalty: 4898.196777
	Iteration 44Q: 3 clusters Score -2870623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2870641.750000 Penalty: 4898.196777
	Iteration 45Q: 3 clusters Score -2870642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2870653.750000 Penalty: 4898.196777
	Iteration 46Q: 3 clusters Score -2870654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2870661.000000 Penalty: 4898.196777
	Iteration 47Q: 3 clusters Score -2870661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2870674.500000 Penalty: 4898.196777
	Iteration 48Q: 3 clusters Score -2870674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2870673.500000 Penalty: 4898.196777
	Iteration 49Q: 3 clusters Score -2870674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2870677.500000 Penalty: 4898.196777
	Iteration 50Q: 3 clusters Score -2870678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2870678.000000 Penalty: 4898.196777
	Iteration 51Q: 3 clusters Score -2870678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2870684.750000 Penalty: 4898.196777
	Iteration 52Q: 3 clusters Score -2870685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2870684.000000 Penalty: 4898.196777
	Iteration 53Q: 3 clusters Score -2870684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2870681.750000 Penalty: 4898.196777
	Iteration 54Q: 3 clusters Score -2870682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2870679.250000 Penalty: 4898.196777
	Iteration 55Q: 3 clusters Score -2870679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2870682.250000 Penalty: 4898.196777
	Iteration 56Q: 3 clusters Score -2870682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2870682.250000 Penalty: 4898.196777
	Iteration 57F: 3 clusters Score -2870682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -606963.500000 Penalty: 2077.213379
	Iteration 0F: 2 clusters Score -606963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -602887.000000 Penalty: 4154.426758
	Iteration 0F: 3 clusters Score -602887 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -603954.375000 Penalty: 4154.426758
	Iteration 1F: 3 clusters Score -603954.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -604289.687500 Penalty: 4154.426758
	Iteration 2F: 3 clusters Score -604289.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -604555.250000 Penalty: 4154.426758
	Iteration 3F: 3 clusters Score -604555.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -604802.250000 Penalty: 4154.426758
	Iteration 4F: 3 clusters Score -604802.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -605013.125000 Penalty: 4154.426758
	Iteration 5Q: 3 clusters Score -605013.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -605204.187500 Penalty: 4154.426758
	Iteration 6Q: 3 clusters Score -605204.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -605392.937500 Penalty: 4154.426758
	Iteration 7Q: 3 clusters Score -605392.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -605553.312500 Penalty: 4154.426758
	Iteration 8Q: 3 clusters Score -605553.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -605662.750000 Penalty: 4154.426758
	Iteration 9Q: 3 clusters Score -605662.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -605755.875000 Penalty: 4154.426758
	Iteration 10Q: 3 clusters Score -605755.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -605841.687500 Penalty: 4154.426758
	Iteration 11Q: 3 clusters Score -605841.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -605930.187500 Penalty: 4154.426758
	Iteration 12Q: 3 clusters Score -605930.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -606007.375000 Penalty: 4154.426758
	Iteration 13Q: 3 clusters Score -606007.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -606084.875000 Penalty: 4154.426758
	Iteration 14Q: 3 clusters Score -606084.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -606191.187500 Penalty: 4154.426758
	Iteration 15Q: 3 clusters Score -606191.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -606291.187500 Penalty: 4154.426758
	Iteration 16Q: 3 clusters Score -606291.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -606370.062500 Penalty: 4154.426758
	Iteration 17Q: 3 clusters Score -606370.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -606415.250000 Penalty: 4154.426758
	Iteration 18Q: 3 clusters Score -606415.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -606444.500000 Penalty: 4154.426758
	Iteration 19Q: 3 clusters Score -606444.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -606474.437500 Penalty: 4154.426758
	Iteration 20F: 3 clusters Score -606474.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -606506.187500 Penalty: 4154.426758
	Iteration 21Q: 3 clusters Score -606506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -606529.812500 Penalty: 4154.426758
	Iteration 22Q: 3 clusters Score -606529.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -606545.937500 Penalty: 4154.426758
	Iteration 23Q: 3 clusters Score -606545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -606557.062500 Penalty: 4154.426758
	Iteration 24Q: 3 clusters Score -606557.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -606569.750000 Penalty: 4154.426758
	Iteration 25Q: 3 clusters Score -606569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -606576.937500 Penalty: 4154.426758
	Iteration 26Q: 3 clusters Score -606576.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -606581.687500 Penalty: 4154.426758
	Iteration 27Q: 3 clusters Score -606581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -606584.625000 Penalty: 4154.426758
	Iteration 28Q: 3 clusters Score -606584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -606588.312500 Penalty: 4154.426758
	Iteration 29Q: 3 clusters Score -606588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -606591.312500 Penalty: 4154.426758
	Iteration 30Q: 3 clusters Score -606591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -606595.625000 Penalty: 4154.426758
	Iteration 31Q: 3 clusters Score -606595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -606597.937500 Penalty: 4154.426758
	Iteration 32Q: 3 clusters Score -606597.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -606600.562500 Penalty: 4154.426758
	Iteration 33Q: 3 clusters Score -606600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -606602.937500 Penalty: 4154.426758
	Iteration 34Q: 3 clusters Score -606602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -606603.875000 Penalty: 4154.426758
	Iteration 35Q: 3 clusters Score -606603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -606605.750000 Penalty: 4154.426758
	Iteration 36Q: 3 clusters Score -606605.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -606607.000000 Penalty: 4154.426758
	Iteration 37Q: 3 clusters Score -606607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -606608.187500 Penalty: 4154.426758
	Iteration 38Q: 3 clusters Score -606608.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -606608.125000 Penalty: 4154.426758
	Iteration 39Q: 3 clusters Score -606608.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -606609.812500 Penalty: 4154.426758
	Iteration 40F: 3 clusters Score -606609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -606611.500000 Penalty: 4154.426758
	Iteration 41Q: 3 clusters Score -606611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -606610.875000 Penalty: 4154.426758
	Iteration 42Q: 3 clusters Score -606610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -606610.875000 Penalty: 4154.426758
	Iteration 43F: 3 clusters Score -606610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Entering Unmasked Estep 
Score: -1092101.250000 Penalty: 2206.387695
	Iteration 0F: 2 clusters Score -1092101 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 3576 members 
Entering Unmasked Estep 
Score: -1086150.500000 Penalty: 4412.775391
	Iteration 0F: 3 clusters Score -1086150 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1087736.750000 Penalty: 4412.775391
	Iteration 1F: 3 clusters Score -1087737 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1088016.250000 Penalty: 4412.775391
	Iteration 2F: 3 clusters Score -1088016 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1088234.625000 Penalty: 4412.775391
	Iteration 3F: 3 clusters Score -1088235 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1088426.625000 Penalty: 4412.775391
	Iteration 4Q: 3 clusters Score -1088427 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1088594.500000 Penalty: 4412.775391
	Iteration 5Q: 3 clusters Score -1088594 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1088741.875000 Penalty: 4412.775391
	Iteration 6Q: 3 clusters Score -1088742 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1088894.500000 Penalty: 4412.775391
	Iteration 7Q: 3 clusters Score -1088894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1089059.000000 Penalty: 4412.775391
	Iteration 8Q: 3 clusters Score -1089059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1089229.750000 Penalty: 4412.775391
	Iteration 9Q: 3 clusters Score -1089230 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1089392.125000 Penalty: 4412.775391
	Iteration 10Q: 3 clusters Score -1089392 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1089535.125000 Penalty: 4412.775391
	Iteration 11Q: 3 clusters Score -1089535 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1089660.750000 Penalty: 4412.775391
	Iteration 12Q: 3 clusters Score -1089661 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1089763.625000 Penalty: 4412.775391
	Iteration 13Q: 3 clusters Score -1089764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1089853.000000 Penalty: 4412.775391
	Iteration 14Q: 3 clusters Score -1089853 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1089920.625000 Penalty: 4412.775391
	Iteration 15Q: 3 clusters Score -1089921 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1089986.125000 Penalty: 4412.775391
	Iteration 16Q: 3 clusters Score -1089986 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1090028.500000 Penalty: 4412.775391
	Iteration 17Q: 3 clusters Score -1090028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1090073.875000 Penalty: 4412.775391
	Iteration 18Q: 3 clusters Score -1090074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1090117.375000 Penalty: 4412.775391
	Iteration 19Q: 3 clusters Score -1090117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1090142.000000 Penalty: 4412.775391
	Iteration 20F: 3 clusters Score -1090142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1090157.125000 Penalty: 4412.775391
	Iteration 21Q: 3 clusters Score -1090157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1090168.125000 Penalty: 4412.775391
	Iteration 22Q: 3 clusters Score -1090168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1090175.375000 Penalty: 4412.775391
	Iteration 23Q: 3 clusters Score -1090175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1090186.500000 Penalty: 4412.775391
	Iteration 24Q: 3 clusters Score -1090186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1090195.500000 Penalty: 4412.775391
	Iteration 25Q: 3 clusters Score -1090196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1090200.375000 Penalty: 4412.775391
	Iteration 26Q: 3 clusters Score -1090200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1090207.750000 Penalty: 4412.775391
	Iteration 27Q: 3 clusters Score -1090208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1090210.250000 Penalty: 4412.775391
	Iteration 28Q: 3 clusters Score -1090210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1090213.875000 Penalty: 4412.775391
	Iteration 29Q: 3 clusters Score -1090214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1090222.625000 Penalty: 4412.775391
	Iteration 30Q: 3 clusters Score -1090223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1090228.500000 Penalty: 4412.775391
	Iteration 31Q: 3 clusters Score -1090228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1090236.750000 Penalty: 4412.775391
	Iteration 32Q: 3 clusters Score -1090237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1090237.625000 Penalty: 4412.775391
	Iteration 33Q: 3 clusters Score -1090238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1090239.000000 Penalty: 4412.775391
	Iteration 34Q: 3 clusters Score -1090239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1090240.375000 Penalty: 4412.775391
	Iteration 35Q: 3 clusters Score -1090240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1090240.375000 Penalty: 4412.775391
	Iteration 36F: 3 clusters Score -1090240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -328260.218750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -328260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -325475.718750 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -325475.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -326096.093750 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -326096.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -326425.625000 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -326425.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -326819.281250 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -326819.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -327282.031250 Penalty: 3849.403076
	Iteration 4F: 3 clusters Score -327282 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -327585.500000 Penalty: 3849.403076
	Iteration 5F: 3 clusters Score -327585.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -327715.000000 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -327715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -327793.718750 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -327793.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -327848.187500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -327848.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -327925.593750 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -327925.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -327980.000000 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -327980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -328022.593750 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -328022.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -328041.062500 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -328041.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -328051.781250 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -328051.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -328059.437500 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -328059.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -328063.750000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -328063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -328070.750000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -328070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -328073.343750 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -328073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -328075.343750 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -328075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -328075.937500 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -328075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -328076.906250 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -328076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -328078.500000 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -328078.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -328078.750000 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -328078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -328078.750000 Penalty: 3849.403076
	Iteration 23F: 3 clusters Score -328078.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1220719.625000 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1220720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1213694.500000 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1213694 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1215977.750000 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1215978 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1216616.250000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1216616 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1217204.125000 Penalty: 4515.021484
	Iteration 3F: 3 clusters Score -1217204 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1217670.250000 Penalty: 4515.021484
	Iteration 4F: 3 clusters Score -1217670 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1218003.000000 Penalty: 4515.021484
	Iteration 5F: 3 clusters Score -1218003 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1218252.625000 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1218253 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1218443.000000 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1218443 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1218590.375000 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1218590 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1218709.375000 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -1218709 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1218788.250000 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -1218788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1218844.375000 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1218844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1218897.625000 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1218898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1218947.500000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1218948 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1218992.875000 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1218993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1219033.250000 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1219033 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1219068.125000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1219068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1219105.000000 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1219105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1219138.375000 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1219138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1219161.000000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1219161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1219184.250000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1219184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1219199.875000 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1219200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1219218.000000 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1219218 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1219233.250000 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1219233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1219248.250000 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1219248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1219264.750000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1219265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1219281.750000 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1219282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1219301.125000 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -1219301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1219329.375000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -1219329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1219348.875000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -1219349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1219361.875000 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -1219362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1219375.000000 Penalty: 4515.021484
	Iteration 31Q: 3 clusters Score -1219375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1219384.625000 Penalty: 4515.021484
	Iteration 32Q: 3 clusters Score -1219385 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1219396.375000 Penalty: 4515.021484
	Iteration 33Q: 3 clusters Score -1219396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1219404.750000 Penalty: 4515.021484
	Iteration 34Q: 3 clusters Score -1219405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1219413.625000 Penalty: 4515.021484
	Iteration 35Q: 3 clusters Score -1219414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1219420.250000 Penalty: 4515.021484
	Iteration 36Q: 3 clusters Score -1219420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1219430.875000 Penalty: 4515.021484
	Iteration 37Q: 3 clusters Score -1219431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1219437.625000 Penalty: 4515.021484
	Iteration 38Q: 3 clusters Score -1219438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1219444.875000 Penalty: 4515.021484
	Iteration 39Q: 3 clusters Score -1219445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1219451.125000 Penalty: 4515.021484
	Iteration 40F: 3 clusters Score -1219451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1219453.500000 Penalty: 4515.021484
	Iteration 41Q: 3 clusters Score -1219454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1219455.875000 Penalty: 4515.021484
	Iteration 42Q: 3 clusters Score -1219456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1219455.250000 Penalty: 4515.021484
	Iteration 43Q: 3 clusters Score -1219455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1219457.375000 Penalty: 4515.021484
	Iteration 44Q: 3 clusters Score -1219457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1219460.750000 Penalty: 4515.021484
	Iteration 45Q: 3 clusters Score -1219461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1219465.750000 Penalty: 4515.021484
	Iteration 46Q: 3 clusters Score -1219466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1219464.250000 Penalty: 4515.021484
	Iteration 47Q: 3 clusters Score -1219464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1219471.500000 Penalty: 4515.021484
	Iteration 48Q: 3 clusters Score -1219472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1219470.125000 Penalty: 4515.021484
	Iteration 49Q: 3 clusters Score -1219470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1219469.250000 Penalty: 4515.021484
	Iteration 50Q: 3 clusters Score -1219469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1219472.375000 Penalty: 4515.021484
	Iteration 51Q: 3 clusters Score -1219472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1219476.625000 Penalty: 4515.021484
	Iteration 52Q: 3 clusters Score -1219477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1219482.125000 Penalty: 4515.021484
	Iteration 53Q: 3 clusters Score -1219482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1219485.750000 Penalty: 4515.021484
	Iteration 54Q: 3 clusters Score -1219486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1219491.250000 Penalty: 4515.021484
	Iteration 55Q: 3 clusters Score -1219491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1219496.000000 Penalty: 4515.021484
	Iteration 56Q: 3 clusters Score -1219496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1219496.125000 Penalty: 4515.021484
	Iteration 57Q: 3 clusters Score -1219496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1219497.250000 Penalty: 4515.021484
	Iteration 58Q: 3 clusters Score -1219497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1219499.250000 Penalty: 4515.021484
	Iteration 59Q: 3 clusters Score -1219499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1219502.875000 Penalty: 4515.021484
	Iteration 60F: 3 clusters Score -1219503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1219508.500000 Penalty: 4515.021484
	Iteration 61Q: 3 clusters Score -1219508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1219508.750000 Penalty: 4515.021484
	Iteration 62Q: 3 clusters Score -1219509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1219512.875000 Penalty: 4515.021484
	Iteration 63Q: 3 clusters Score -1219513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1219518.625000 Penalty: 4515.021484
	Iteration 64Q: 3 clusters Score -1219519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1219519.250000 Penalty: 4515.021484
	Iteration 65Q: 3 clusters Score -1219519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1219519.250000 Penalty: 4515.021484
	Iteration 66Q: 3 clusters Score -1219519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1219520.375000 Penalty: 4515.021484
	Iteration 67Q: 3 clusters Score -1219520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1219521.125000 Penalty: 4515.021484
	Iteration 68Q: 3 clusters Score -1219521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1219521.125000 Penalty: 4515.021484
	Iteration 69F: 3 clusters Score -1219521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Entering Unmasked Estep 
Score: -8593277.000000 Penalty: 2717.495361
	Iteration 0F: 2 clusters Score -8593277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8554659.000000 Penalty: 5434.990723
	Iteration 0F: 3 clusters Score -8554659 nChanged 26743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8570247.000000 Penalty: 5434.990723
	Iteration 1F: 3 clusters Score -8570247 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8571343.000000 Penalty: 5434.990723
	Iteration 2Q: 3 clusters Score -8571343 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -8572662.000000 Penalty: 5434.990723
	Iteration 3F: 3 clusters Score -8572662 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -8574428.000000 Penalty: 5434.990723
	Iteration 4F: 3 clusters Score -8574428 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -8576415.000000 Penalty: 5434.990723
	Iteration 5F: 3 clusters Score -8576415 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8578495.000000 Penalty: 5434.990723
	Iteration 6F: 3 clusters Score -8578495 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -8580538.000000 Penalty: 5434.990723
	Iteration 7F: 3 clusters Score -8580538 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8582237.000000 Penalty: 5434.990723
	Iteration 8F: 3 clusters Score -8582237 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -8583718.000000 Penalty: 5434.990723
	Iteration 9Q: 3 clusters Score -8583718 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -8585051.000000 Penalty: 5434.990723
	Iteration 10Q: 3 clusters Score -8585051 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -8586302.000000 Penalty: 5434.990723
	Iteration 11Q: 3 clusters Score -8586302 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52451 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -8587480.000000 Penalty: 5434.990723
	Iteration 12Q: 3 clusters Score -8587480 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8588501.000000 Penalty: 5434.990723
	Iteration 13Q: 3 clusters Score -8588501 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8589371.000000 Penalty: 5434.990723
	Iteration 14Q: 3 clusters Score -8589371 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8589884.000000 Penalty: 5434.990723
	Iteration 15Q: 3 clusters Score -8589884 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8590262.000000 Penalty: 5434.990723
	Iteration 16Q: 3 clusters Score -8590262 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8590456.000000 Penalty: 5434.990723
	Iteration 17Q: 3 clusters Score -8590456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56598 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8590601.000000 Penalty: 5434.990723
	Iteration 18Q: 3 clusters Score -8590601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8590682.000000 Penalty: 5434.990723
	Iteration 19Q: 3 clusters Score -8590682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8590722.000000 Penalty: 5434.990723
	Iteration 20F: 3 clusters Score -8590722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56798 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8590742.000000 Penalty: 5434.990723
	Iteration 21Q: 3 clusters Score -8590742 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8590784.000000 Penalty: 5434.990723
	Iteration 22Q: 3 clusters Score -8590784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8590805.000000 Penalty: 5434.990723
	Iteration 23Q: 3 clusters Score -8590805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8590824.000000 Penalty: 5434.990723
	Iteration 24Q: 3 clusters Score -8590824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8590832.000000 Penalty: 5434.990723
	Iteration 25Q: 3 clusters Score -8590832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8590846.000000 Penalty: 5434.990723
	Iteration 26Q: 3 clusters Score -8590846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8590852.000000 Penalty: 5434.990723
	Iteration 27Q: 3 clusters Score -8590852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56885 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8590861.000000 Penalty: 5434.990723
	Iteration 28Q: 3 clusters Score -8590861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56890 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8590869.000000 Penalty: 5434.990723
	Iteration 29Q: 3 clusters Score -8590869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8590865.000000 Penalty: 5434.990723
	Iteration 30Q: 3 clusters Score -8590865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8590869.000000 Penalty: 5434.990723
	Iteration 31Q: 3 clusters Score -8590869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8590867.000000 Penalty: 5434.990723
	Iteration 32Q: 3 clusters Score -8590867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8590868.000000 Penalty: 5434.990723
	Iteration 33Q: 3 clusters Score -8590868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56904 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8590869.000000 Penalty: 5434.990723
	Iteration 34Q: 3 clusters Score -8590869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8590865.000000 Penalty: 5434.990723
	Iteration 35Q: 3 clusters Score -8590865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8590870.000000 Penalty: 5434.990723
	Iteration 36Q: 3 clusters Score -8590870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8590869.000000 Penalty: 5434.990723
	Iteration 37Q: 3 clusters Score -8590869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8590867.000000 Penalty: 5434.990723
	Iteration 38Q: 3 clusters Score -8590867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8590878.000000 Penalty: 5434.990723
	Iteration 39Q: 3 clusters Score -8590878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8590886.000000 Penalty: 5434.990723
	Iteration 40F: 3 clusters Score -8590886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8590882.000000 Penalty: 5434.990723
	Iteration 41Q: 3 clusters Score -8590882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8590882.000000 Penalty: 5434.990723
	Iteration 42F: 3 clusters Score -8590882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1973189.500000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1973190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1963371.500000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1963372 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1966430.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1966430 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1966793.875000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1966794 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1967106.000000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1967106 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1967392.000000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1967392 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1967638.750000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1967639 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1967890.625000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1967891 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1968196.125000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1968196 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1968532.375000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1968532 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1968966.375000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1968966 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1969402.125000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1969402 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1969835.375000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1969835 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1970206.500000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1970206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1970490.125000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1970490 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1970682.250000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1970682 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1970829.625000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1970830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1970931.250000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1970931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1970990.625000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1970991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1971029.000000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1971029 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1971052.250000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1971052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1971071.250000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1971071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1971079.625000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1971080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1971092.125000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1971092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1971112.875000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1971113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1971120.500000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1971120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1971127.000000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1971127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1971138.125000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1971138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1971147.375000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1971147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1971152.250000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1971152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1971153.875000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1971154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1971155.500000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1971156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1971168.375000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1971168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1971181.125000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1971181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1971189.375000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1971189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1971200.000000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1971200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1971209.000000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1971209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1971220.000000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1971220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1971224.875000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1971225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1971229.500000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1971230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1971232.125000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1971232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1971241.000000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1971241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1971244.750000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1971245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1971247.000000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1971247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1971247.500000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1971248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1971249.500000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1971250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1971249.375000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1971249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1971251.125000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1971251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1971251.875000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1971252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1971251.875000 Penalty: 4710.597656
	Iteration 48F: 3 clusters Score -1971252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Entering Unmasked Estep 
Score: -14628369.000000 Penalty: 2848.644043
	Iteration 0F: 2 clusters Score -1.462837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -14563230.000000 Penalty: 5697.288086
	Iteration 0F: 3 clusters Score -1.456323e+07 nChanged 46305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -14589804.000000 Penalty: 5697.288086
	Iteration 1F: 3 clusters Score -1.45898e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -14590850.000000 Penalty: 5697.288086
	Iteration 2Q: 3 clusters Score -1.459085e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -14592146.000000 Penalty: 5697.288086
	Iteration 3Q: 3 clusters Score -1.459215e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -14593782.000000 Penalty: 5697.288086
	Iteration 4Q: 3 clusters Score -1.459378e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -14595785.000000 Penalty: 5697.288086
	Iteration 5Q: 3 clusters Score -1.459578e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -14598133.000000 Penalty: 5697.288086
	Iteration 6Q: 3 clusters Score -1.459813e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -14600690.000000 Penalty: 5697.288086
	Iteration 7F: 3 clusters Score -1.460069e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -14603331.000000 Penalty: 5697.288086
	Iteration 8Q: 3 clusters Score -1.460333e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -14605757.000000 Penalty: 5697.288086
	Iteration 9Q: 3 clusters Score -1.460576e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 68409 members 
Entering Unmasked Estep 
Score: -14608144.000000 Penalty: 5697.288086
	Iteration 10Q: 3 clusters Score -1.460814e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -14610640.000000 Penalty: 5697.288086
	Iteration 11Q: 3 clusters Score -1.461064e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -14613086.000000 Penalty: 5697.288086
	Iteration 12Q: 3 clusters Score -1.461309e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -14615574.000000 Penalty: 5697.288086
	Iteration 13Q: 3 clusters Score -1.461557e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -14617926.000000 Penalty: 5697.288086
	Iteration 14Q: 3 clusters Score -1.461793e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -14620157.000000 Penalty: 5697.288086
	Iteration 15Q: 3 clusters Score -1.462016e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -14621970.000000 Penalty: 5697.288086
	Iteration 16Q: 3 clusters Score -1.462197e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -14623361.000000 Penalty: 5697.288086
	Iteration 17Q: 3 clusters Score -1.462336e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 94229 members 
Entering Unmasked Estep 
Score: -14624258.000000 Penalty: 5697.288086
	Iteration 18Q: 3 clusters Score -1.462426e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -14624844.000000 Penalty: 5697.288086
	Iteration 19Q: 3 clusters Score -1.462484e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 95769 members 
Entering Unmasked Estep 
Score: -14625212.000000 Penalty: 5697.288086
	Iteration 20F: 3 clusters Score -1.462521e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -14625469.000000 Penalty: 5697.288086
	Iteration 21Q: 3 clusters Score -1.462547e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -14625593.000000 Penalty: 5697.288086
	Iteration 22Q: 3 clusters Score -1.462559e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 96485 members 
Entering Unmasked Estep 
Score: -14625677.000000 Penalty: 5697.288086
	Iteration 23Q: 3 clusters Score -1.462568e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -14625771.000000 Penalty: 5697.288086
	Iteration 24Q: 3 clusters Score -1.462577e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -14625814.000000 Penalty: 5697.288086
	Iteration 25Q: 3 clusters Score -1.462581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -14625847.000000 Penalty: 5697.288086
	Iteration 26Q: 3 clusters Score -1.462585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
Score: -14625870.000000 Penalty: 5697.288086
	Iteration 27Q: 3 clusters Score -1.462587e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -14625904.000000 Penalty: 5697.288086
	Iteration 28Q: 3 clusters Score -1.46259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -14625920.000000 Penalty: 5697.288086
	Iteration 29Q: 3 clusters Score -1.462592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -14625937.000000 Penalty: 5697.288086
	Iteration 30Q: 3 clusters Score -1.462594e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -14625948.000000 Penalty: 5697.288086
	Iteration 31Q: 3 clusters Score -1.462595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -14625958.000000 Penalty: 5697.288086
	Iteration 32Q: 3 clusters Score -1.462596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -14625955.000000 Penalty: 5697.288086
	Iteration 33Q: 3 clusters Score -1.462596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 96784 members 
Entering Unmasked Estep 
Score: -14625953.000000 Penalty: 5697.288086
	Iteration 34Q: 3 clusters Score -1.462595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -14625961.000000 Penalty: 5697.288086
	Iteration 35Q: 3 clusters Score -1.462596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -14625960.000000 Penalty: 5697.288086
	Iteration 36Q: 3 clusters Score -1.462596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -14625966.000000 Penalty: 5697.288086
	Iteration 37Q: 3 clusters Score -1.462597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -14625979.000000 Penalty: 5697.288086
	Iteration 38Q: 3 clusters Score -1.462598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -14625977.000000 Penalty: 5697.288086
	Iteration 39Q: 3 clusters Score -1.462598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -14625979.000000 Penalty: 5697.288086
	Iteration 40F: 3 clusters Score -1.462598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -14625991.000000 Penalty: 5697.288086
	Iteration 41Q: 3 clusters Score -1.462599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -14626003.000000 Penalty: 5697.288086
	Iteration 42Q: 3 clusters Score -1.4626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -14625996.000000 Penalty: 5697.288086
	Iteration 43Q: 3 clusters Score -1.4626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -14626011.000000 Penalty: 5697.288086
	Iteration 44Q: 3 clusters Score -1.462601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -14626005.000000 Penalty: 5697.288086
	Iteration 45Q: 3 clusters Score -1.4626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -14626005.000000 Penalty: 5697.288086
	Iteration 46Q: 3 clusters Score -1.4626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 96821 members 
Entering Unmasked Estep 
Score: -14626020.000000 Penalty: 5697.288086
	Iteration 47Q: 3 clusters Score -1.462602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 96824 members 
Entering Unmasked Estep 
Score: -14626015.000000 Penalty: 5697.288086
	Iteration 48Q: 3 clusters Score -1.462602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -14626024.000000 Penalty: 5697.288086
	Iteration 49Q: 3 clusters Score -1.462602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 96831 members 
Entering Unmasked Estep 
Score: -14626021.000000 Penalty: 5697.288086
	Iteration 50Q: 3 clusters Score -1.462602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -14626025.000000 Penalty: 5697.288086
	Iteration 51Q: 3 clusters Score -1.462602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -14626027.000000 Penalty: 5697.288086
	Iteration 52Q: 3 clusters Score -1.462603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -14626021.000000 Penalty: 5697.288086
	Iteration 53Q: 3 clusters Score -1.462602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -14626026.000000 Penalty: 5697.288086
	Iteration 54Q: 3 clusters Score -1.462603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -14626035.000000 Penalty: 5697.288086
	Iteration 55Q: 3 clusters Score -1.462604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 96837 members 
Entering Unmasked Estep 
Score: -14626035.000000 Penalty: 5697.288086
	Iteration 56F: 3 clusters Score -1.462604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72343.460938 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72343.46 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72555.210938 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72555.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -72622.664062 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -72622.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72674.296875 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72674.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72705.171875 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72705.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72736.585938 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72736.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72750.585938 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72750.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72766.492188 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -72766.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72773.007812 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -72773.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72782.726562 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -72782.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72784.179688 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -72784.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72785.039062 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -72785.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72785.507812 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -72785.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72788.476562 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -72788.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72789.554688 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -72789.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -72789.554688 Penalty: 3121.535889
	Iteration 15F: 3 clusters Score -72789.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -900899.687500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -900899.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -895610.500000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -895610.5 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -897057.125000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -897057.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -897412.312500 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -897412.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -897709.187500 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -897709.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -898001.500000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -898001.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -898260.687500 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -898260.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -898471.250000 Penalty: 4333.059570
	Iteration 6Q: 3 clusters Score -898471.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -898694.687500 Penalty: 4333.059570
	Iteration 7Q: 3 clusters Score -898694.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -898879.125000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -898879.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -899037.000000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -899037 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -899148.312500 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -899148.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -899240.625000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -899240.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -899307.625000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -899307.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -899361.250000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -899361.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -899404.375000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -899404.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -899439.312500 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -899439.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -899465.687500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -899465.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -899484.937500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -899484.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -899498.875000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -899498.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -899508.687500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -899508.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -899517.437500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -899517.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -899527.937500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -899527.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -899532.375000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -899532.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -899536.750000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -899536.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -899538.437500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -899538.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -899542.562500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -899542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -899546.062500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -899546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -899546.937500 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -899546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899548.000000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -899548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -899549.875000 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -899549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -899550.062500 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -899550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -899553.562500 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -899553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -899551.625000 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -899551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -899552.312500 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -899552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -899551.562500 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -899551.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -899552.375000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -899552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -899553.437500 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -899553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -899553.562500 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -899553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -899553.812500 Penalty: 4333.059570
	Iteration 38Q: 3 clusters Score -899553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -899552.937500 Penalty: 4333.059570
	Iteration 39Q: 3 clusters Score -899552.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -899551.125000 Penalty: 4333.059570
	Iteration 40F: 3 clusters Score -899551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -800788.687500 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -800788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -795830.687500 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -795830.7 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -797122.062500 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -797122.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -797356.000000 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -797356 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -797520.625000 Penalty: 4283.124512
	Iteration 3F: 3 clusters Score -797520.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -797644.312500 Penalty: 4283.124512
	Iteration 4Q: 3 clusters Score -797644.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -797769.187500 Penalty: 4283.124512
	Iteration 5Q: 3 clusters Score -797769.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -797935.125000 Penalty: 4283.124512
	Iteration 6Q: 3 clusters Score -797935.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -798113.812500 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -798113.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -798349.250000 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -798349.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -798624.875000 Penalty: 4283.124512
	Iteration 9F: 3 clusters Score -798624.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -798859.250000 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -798859.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -799037.125000 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -799037.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -799173.062500 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -799173.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -799267.375000 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -799267.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -799318.875000 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -799318.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -799351.562500 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -799351.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -799376.125000 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -799376.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -799391.625000 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -799391.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -799400.625000 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -799400.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -799414.312500 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -799414.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -799429.000000 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -799429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -799439.062500 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -799439.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -799445.187500 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -799445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -799448.687500 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -799448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -799452.312500 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -799452.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -799455.875000 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -799455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -799456.062500 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -799456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -799459.687500 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -799459.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -799461.687500 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -799461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -799461.687500 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -799461.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -799463.375000 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -799463.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -799463.375000 Penalty: 4283.124512
	Iteration 31F: 3 clusters Score -799463.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12451.980469 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12451.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12582.875977 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12582.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12598.540039 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -12598.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12615.191406 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12615.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12619.652344 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -12619.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12619.652344 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -12619.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Entering Unmasked Estep 
Score: -11945680.000000 Penalty: 2800.172607
	Iteration 0F: 2 clusters Score -1.194568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -11892197.000000 Penalty: 5600.345215
	Iteration 0F: 3 clusters Score -1.18922e+07 nChanged 37709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -11913802.000000 Penalty: 5600.345215
	Iteration 1F: 3 clusters Score -1.19138e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -11914909.000000 Penalty: 5600.345215
	Iteration 2Q: 3 clusters Score -1.191491e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -11916159.000000 Penalty: 5600.345215
	Iteration 3Q: 3 clusters Score -1.191616e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -11917776.000000 Penalty: 5600.345215
	Iteration 4Q: 3 clusters Score -1.191778e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -11919849.000000 Penalty: 5600.345215
	Iteration 5F: 3 clusters Score -1.191985e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -11922399.000000 Penalty: 5600.345215
	Iteration 6F: 3 clusters Score -1.19224e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -11925428.000000 Penalty: 5600.345215
	Iteration 7F: 3 clusters Score -1.192543e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -11928794.000000 Penalty: 5600.345215
	Iteration 8F: 3 clusters Score -1.192879e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -11932082.000000 Penalty: 5600.345215
	Iteration 9F: 3 clusters Score -1.193208e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -11934775.000000 Penalty: 5600.345215
	Iteration 10Q: 3 clusters Score -1.193478e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -11936876.000000 Penalty: 5600.345215
	Iteration 11Q: 3 clusters Score -1.193688e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -11938237.000000 Penalty: 5600.345215
	Iteration 12Q: 3 clusters Score -1.193824e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -11939112.000000 Penalty: 5600.345215
	Iteration 13Q: 3 clusters Score -1.193911e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -11939920.000000 Penalty: 5600.345215
	Iteration 14Q: 3 clusters Score -1.193992e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -11940598.000000 Penalty: 5600.345215
	Iteration 15Q: 3 clusters Score -1.19406e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -11941261.000000 Penalty: 5600.345215
	Iteration 16Q: 3 clusters Score -1.194126e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 74288 members 
Entering Unmasked Estep 
Score: -11941852.000000 Penalty: 5600.345215
	Iteration 17Q: 3 clusters Score -1.194185e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
Score: -11942307.000000 Penalty: 5600.345215
	Iteration 18Q: 3 clusters Score -1.194231e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -11942715.000000 Penalty: 5600.345215
	Iteration 19Q: 3 clusters Score -1.194272e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -11943169.000000 Penalty: 5600.345215
	Iteration 20F: 3 clusters Score -1.194317e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -11943529.000000 Penalty: 5600.345215
	Iteration 21Q: 3 clusters Score -1.194353e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -11943899.000000 Penalty: 5600.345215
	Iteration 22Q: 3 clusters Score -1.19439e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -11944199.000000 Penalty: 5600.345215
	Iteration 23Q: 3 clusters Score -1.19442e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -11944354.000000 Penalty: 5600.345215
	Iteration 24Q: 3 clusters Score -1.194435e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -11944484.000000 Penalty: 5600.345215
	Iteration 25Q: 3 clusters Score -1.194448e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -11944509.000000 Penalty: 5600.345215
	Iteration 26Q: 3 clusters Score -1.194451e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -11944490.000000 Penalty: 5600.345215
	Iteration 27Q: 3 clusters Score -1.194449e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -11944510.000000 Penalty: 5600.345215
	Iteration 28Q: 3 clusters Score -1.194451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -11944514.000000 Penalty: 5600.345215
	Iteration 29Q: 3 clusters Score -1.194451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -11944518.000000 Penalty: 5600.345215
	Iteration 30Q: 3 clusters Score -1.194452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -11944535.000000 Penalty: 5600.345215
	Iteration 31Q: 3 clusters Score -1.194454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -11944534.000000 Penalty: 5600.345215
	Iteration 32Q: 3 clusters Score -1.194453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -11944542.000000 Penalty: 5600.345215
	Iteration 33Q: 3 clusters Score -1.194454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -11944528.000000 Penalty: 5600.345215
	Iteration 34Q: 3 clusters Score -1.194453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -11944544.000000 Penalty: 5600.345215
	Iteration 35Q: 3 clusters Score -1.194454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -11944541.000000 Penalty: 5600.345215
	Iteration 36Q: 3 clusters Score -1.194454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -11944526.000000 Penalty: 5600.345215
	Iteration 37Q: 3 clusters Score -1.194453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79047 members 
Entering Unmasked Estep 
Score: -11944535.000000 Penalty: 5600.345215
	Iteration 38F: 3 clusters Score -1.194454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -11944560.000000 Penalty: 5600.345215
	Iteration 39Q: 3 clusters Score -1.194456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -11944568.000000 Penalty: 5600.345215
	Iteration 40F: 3 clusters Score -1.194457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -11944575.000000 Penalty: 5600.345215
	Iteration 41Q: 3 clusters Score -1.194458e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -11944577.000000 Penalty: 5600.345215
	Iteration 42Q: 3 clusters Score -1.194458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 79031 members 
Entering Unmasked Estep 
Score: -11944576.000000 Penalty: 5600.345215
	Iteration 43Q: 3 clusters Score -1.194458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -11944570.000000 Penalty: 5600.345215
	Iteration 44Q: 3 clusters Score -1.194457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79036 members 
Entering Unmasked Estep 
Score: -11944576.000000 Penalty: 5600.345215
	Iteration 45Q: 3 clusters Score -1.194458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -11944565.000000 Penalty: 5600.345215
	Iteration 46Q: 3 clusters Score -1.194456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -11944573.000000 Penalty: 5600.345215
	Iteration 47Q: 3 clusters Score -1.194457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -11944573.000000 Penalty: 5600.345215
	Iteration 48F: 3 clusters Score -1.194457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Entering Unmasked Estep 
Score: -413081.093750 Penalty: 1970.409790
	Iteration 0F: 2 clusters Score -413081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -409963.968750 Penalty: 3940.819580
	Iteration 0F: 3 clusters Score -409964 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -410690.562500 Penalty: 3940.819580
	Iteration 1F: 3 clusters Score -410690.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -410933.531250 Penalty: 3940.819580
	Iteration 2F: 3 clusters Score -410933.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -411173.656250 Penalty: 3940.819580
	Iteration 3F: 3 clusters Score -411173.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -411454.343750 Penalty: 3940.819580
	Iteration 4F: 3 clusters Score -411454.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -411769.875000 Penalty: 3940.819580
	Iteration 5F: 3 clusters Score -411769.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -412077.375000 Penalty: 3940.819580
	Iteration 6F: 3 clusters Score -412077.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -412289.937500 Penalty: 3940.819580
	Iteration 7F: 3 clusters Score -412289.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -412409.718750 Penalty: 3940.819580
	Iteration 8Q: 3 clusters Score -412409.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -412493.531250 Penalty: 3940.819580
	Iteration 9Q: 3 clusters Score -412493.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -412540.718750 Penalty: 3940.819580
	Iteration 10Q: 3 clusters Score -412540.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -412586.437500 Penalty: 3940.819580
	Iteration 11Q: 3 clusters Score -412586.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -412614.093750 Penalty: 3940.819580
	Iteration 12Q: 3 clusters Score -412614.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -412634.875000 Penalty: 3940.819580
	Iteration 13Q: 3 clusters Score -412634.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -412648.312500 Penalty: 3940.819580
	Iteration 14Q: 3 clusters Score -412648.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -412656.625000 Penalty: 3940.819580
	Iteration 15Q: 3 clusters Score -412656.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -412666.968750 Penalty: 3940.819580
	Iteration 16Q: 3 clusters Score -412667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -412673.937500 Penalty: 3940.819580
	Iteration 17Q: 3 clusters Score -412673.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -412677.625000 Penalty: 3940.819580
	Iteration 18Q: 3 clusters Score -412677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -412678.968750 Penalty: 3940.819580
	Iteration 19Q: 3 clusters Score -412679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -412680.468750 Penalty: 3940.819580
	Iteration 20F: 3 clusters Score -412680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412681.062500 Penalty: 3940.819580
	Iteration 21Q: 3 clusters Score -412681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412681.531250 Penalty: 3940.819580
	Iteration 22Q: 3 clusters Score -412681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -412681.531250 Penalty: 3940.819580
	Iteration 23F: 3 clusters Score -412681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -664108.250000 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -664108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -659423.562500 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -659423.6 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -660822.062500 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -660822.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -661302.187500 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -661302.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -661718.937500 Penalty: 4251.271973
	Iteration 3F: 3 clusters Score -661718.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -662112.625000 Penalty: 4251.271973
	Iteration 4F: 3 clusters Score -662112.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -662440.812500 Penalty: 4251.271973
	Iteration 5F: 3 clusters Score -662440.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -662679.562500 Penalty: 4251.271973
	Iteration 6F: 3 clusters Score -662679.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -662804.250000 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -662804.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -662907.250000 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -662907.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -662974.312500 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -662974.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -663026.375000 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -663026.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -663075.000000 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -663075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -663115.437500 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -663115.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -663152.500000 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -663152.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -663182.437500 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -663182.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -663203.812500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -663203.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -663222.062500 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -663222.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -663232.312500 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -663232.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -663242.000000 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -663242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -663254.187500 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -663254.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -663261.937500 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -663261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -663268.562500 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -663268.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -663276.250000 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -663276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -663280.750000 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -663280.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -663287.437500 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -663287.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -663290.875000 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -663290.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -663292.812500 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -663292.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -663293.687500 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -663293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -663294.625000 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -663294.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -663296.812500 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -663296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -663297.437500 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -663297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -663296.750000 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -663296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -663296.687500 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -663296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -663296.687500 Penalty: 4251.271973
	Iteration 33F: 3 clusters Score -663296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -468715.656250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -468715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -465367.093750 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -465367.1 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -466029.906250 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -466029.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -466193.000000 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -466193 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -466286.937500 Penalty: 3993.939209
	Iteration 3Q: 3 clusters Score -466286.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -466369.406250 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -466369.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -466426.312500 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -466426.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -466465.875000 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -466465.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -466506.031250 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -466506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -466550.843750 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -466550.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -466607.562500 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -466607.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -466656.843750 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -466656.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -466704.937500 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -466704.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -466756.937500 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -466756.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -466811.218750 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -466811.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -466853.593750 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -466853.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -466887.531250 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -466887.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -466918.500000 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -466918.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -466946.906250 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -466946.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -466978.375000 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -466978.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -467012.281250 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -467012.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467032.437500 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -467032.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -467050.656250 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -467050.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -467062.687500 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -467062.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -467073.281250 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -467073.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -467085.468750 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -467085.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -467094.562500 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -467094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -467100.093750 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -467100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -467105.281250 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -467105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -467114.062500 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -467114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -467117.906250 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -467117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -467120.125000 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -467120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -467129.000000 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -467129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -467136.062500 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -467136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -467142.125000 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -467142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -467145.781250 Penalty: 3993.939209
	Iteration 34Q: 3 clusters Score -467145.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -467149.812500 Penalty: 3993.939209
	Iteration 35Q: 3 clusters Score -467149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -467152.187500 Penalty: 3993.939209
	Iteration 36Q: 3 clusters Score -467152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -467153.812500 Penalty: 3993.939209
	Iteration 37Q: 3 clusters Score -467153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -467154.343750 Penalty: 3993.939209
	Iteration 38Q: 3 clusters Score -467154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -467155.093750 Penalty: 3993.939209
	Iteration 39Q: 3 clusters Score -467155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -467156.500000 Penalty: 3993.939209
	Iteration 40F: 3 clusters Score -467156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -467156.875000 Penalty: 3993.939209
	Iteration 41Q: 3 clusters Score -467156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -467157.531250 Penalty: 3993.939209
	Iteration 42Q: 3 clusters Score -467157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -467157.531250 Penalty: 3993.939209
	Iteration 43F: 3 clusters Score -467157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Entering Unmasked Estep 
Score: -4116321.500000 Penalty: 2553.751709
	Iteration 0F: 2 clusters Score -4116322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4096037.500000 Penalty: 5107.503418
	Iteration 0F: 3 clusters Score -4096038 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -4103799.750000 Penalty: 5107.503418
	Iteration 1F: 3 clusters Score -4103800 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4105033.500000 Penalty: 5107.503418
	Iteration 2F: 3 clusters Score -4105034 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4106614.500000 Penalty: 5107.503418
	Iteration 3F: 3 clusters Score -4106614 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -4108292.500000 Penalty: 5107.503418
	Iteration 4F: 3 clusters Score -4108292 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4109730.500000 Penalty: 5107.503418
	Iteration 5F: 3 clusters Score -4109730 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4110758.750000 Penalty: 5107.503418
	Iteration 6F: 3 clusters Score -4110759 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -4111400.500000 Penalty: 5107.503418
	Iteration 7Q: 3 clusters Score -4111400 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4111825.750000 Penalty: 5107.503418
	Iteration 8Q: 3 clusters Score -4111826 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -4112211.750000 Penalty: 5107.503418
	Iteration 9Q: 3 clusters Score -4112212 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4112555.500000 Penalty: 5107.503418
	Iteration 10Q: 3 clusters Score -4112556 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4112873.750000 Penalty: 5107.503418
	Iteration 11Q: 3 clusters Score -4112874 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4113146.250000 Penalty: 5107.503418
	Iteration 12Q: 3 clusters Score -4113146 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -4113445.500000 Penalty: 5107.503418
	Iteration 13Q: 3 clusters Score -4113446 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -4113687.000000 Penalty: 5107.503418
	Iteration 14Q: 3 clusters Score -4113687 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4113902.500000 Penalty: 5107.503418
	Iteration 15Q: 3 clusters Score -4113902 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4114092.750000 Penalty: 5107.503418
	Iteration 16Q: 3 clusters Score -4114093 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4114254.500000 Penalty: 5107.503418
	Iteration 17Q: 3 clusters Score -4114254 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4114356.500000 Penalty: 5107.503418
	Iteration 18Q: 3 clusters Score -4114356 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -4114458.000000 Penalty: 5107.503418
	Iteration 19Q: 3 clusters Score -4114458 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4114534.000000 Penalty: 5107.503418
	Iteration 20F: 3 clusters Score -4114534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4114594.750000 Penalty: 5107.503418
	Iteration 21Q: 3 clusters Score -4114595 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -4114642.250000 Penalty: 5107.503418
	Iteration 22Q: 3 clusters Score -4114642 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -4114697.500000 Penalty: 5107.503418
	Iteration 23Q: 3 clusters Score -4114698 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -4114745.000000 Penalty: 5107.503418
	Iteration 24Q: 3 clusters Score -4114745 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4114780.000000 Penalty: 5107.503418
	Iteration 25Q: 3 clusters Score -4114780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -4114814.250000 Penalty: 5107.503418
	Iteration 26Q: 3 clusters Score -4114814 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -4114851.750000 Penalty: 5107.503418
	Iteration 27Q: 3 clusters Score -4114852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4114863.750000 Penalty: 5107.503418
	Iteration 28Q: 3 clusters Score -4114864 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4114911.250000 Penalty: 5107.503418
	Iteration 29Q: 3 clusters Score -4114911 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -4114938.250000 Penalty: 5107.503418
	Iteration 30Q: 3 clusters Score -4114938 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4114979.750000 Penalty: 5107.503418
	Iteration 31Q: 3 clusters Score -4114980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -4115003.500000 Penalty: 5107.503418
	Iteration 32Q: 3 clusters Score -4115004 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -4115036.500000 Penalty: 5107.503418
	Iteration 33Q: 3 clusters Score -4115036 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4115053.250000 Penalty: 5107.503418
	Iteration 34Q: 3 clusters Score -4115053 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -4115093.250000 Penalty: 5107.503418
	Iteration 35Q: 3 clusters Score -4115093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4115119.500000 Penalty: 5107.503418
	Iteration 36Q: 3 clusters Score -4115120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4115118.500000 Penalty: 5107.503418
	Iteration 37Q: 3 clusters Score -4115118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4115141.000000 Penalty: 5107.503418
	Iteration 38Q: 3 clusters Score -4115141 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4115156.500000 Penalty: 5107.503418
	Iteration 39Q: 3 clusters Score -4115156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4115171.500000 Penalty: 5107.503418
	Iteration 40F: 3 clusters Score -4115172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4115197.000000 Penalty: 5107.503418
	Iteration 41Q: 3 clusters Score -4115197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -4115207.500000 Penalty: 5107.503418
	Iteration 42Q: 3 clusters Score -4115208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -4115214.000000 Penalty: 5107.503418
	Iteration 43Q: 3 clusters Score -4115214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4115222.000000 Penalty: 5107.503418
	Iteration 44Q: 3 clusters Score -4115222 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4115238.750000 Penalty: 5107.503418
	Iteration 45Q: 3 clusters Score -4115239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -4115248.750000 Penalty: 5107.503418
	Iteration 46Q: 3 clusters Score -4115249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4115254.750000 Penalty: 5107.503418
	Iteration 47Q: 3 clusters Score -4115255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -4115268.000000 Penalty: 5107.503418
	Iteration 48Q: 3 clusters Score -4115268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4115269.500000 Penalty: 5107.503418
	Iteration 49Q: 3 clusters Score -4115270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4115271.250000 Penalty: 5107.503418
	Iteration 50Q: 3 clusters Score -4115271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4115271.750000 Penalty: 5107.503418
	Iteration 51Q: 3 clusters Score -4115272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4115291.500000 Penalty: 5107.503418
	Iteration 52Q: 3 clusters Score -4115292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -4115289.250000 Penalty: 5107.503418
	Iteration 53Q: 3 clusters Score -4115289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -4115291.500000 Penalty: 5107.503418
	Iteration 54Q: 3 clusters Score -4115292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4115289.000000 Penalty: 5107.503418
	Iteration 55Q: 3 clusters Score -4115289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4115296.250000 Penalty: 5107.503418
	Iteration 56Q: 3 clusters Score -4115296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4115309.000000 Penalty: 5107.503418
	Iteration 57Q: 3 clusters Score -4115309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -4115312.500000 Penalty: 5107.503418
	Iteration 58Q: 3 clusters Score -4115312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -4115303.000000 Penalty: 5107.503418
	Iteration 59Q: 3 clusters Score -4115303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4115306.250000 Penalty: 5107.503418
	Iteration 60F: 3 clusters Score -4115306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4115306.750000 Penalty: 5107.503418
	Iteration 61Q: 3 clusters Score -4115307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -4115301.750000 Penalty: 5107.503418
	Iteration 62Q: 3 clusters Score -4115302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4115307.500000 Penalty: 5107.503418
	Iteration 63Q: 3 clusters Score -4115308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -4115309.250000 Penalty: 5107.503418
	Iteration 64Q: 3 clusters Score -4115309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -4115314.000000 Penalty: 5107.503418
	Iteration 65Q: 3 clusters Score -4115314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4115323.750000 Penalty: 5107.503418
	Iteration 66Q: 3 clusters Score -4115324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -4115330.250000 Penalty: 5107.503418
	Iteration 67Q: 3 clusters Score -4115330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -4115329.000000 Penalty: 5107.503418
	Iteration 68Q: 3 clusters Score -4115329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4115325.250000 Penalty: 5107.503418
	Iteration 69Q: 3 clusters Score -4115325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4115328.000000 Penalty: 5107.503418
	Iteration 70Q: 3 clusters Score -4115328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4115336.250000 Penalty: 5107.503418
	Iteration 71Q: 3 clusters Score -4115336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4115335.500000 Penalty: 5107.503418
	Iteration 72Q: 3 clusters Score -4115336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4115332.000000 Penalty: 5107.503418
	Iteration 73Q: 3 clusters Score -4115332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4115334.000000 Penalty: 5107.503418
	Iteration 74Q: 3 clusters Score -4115334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -4115324.250000 Penalty: 5107.503418
	Iteration 75Q: 3 clusters Score -4115324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -4115326.500000 Penalty: 5107.503418
	Iteration 76Q: 3 clusters Score -4115326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4115334.500000 Penalty: 5107.503418
	Iteration 77Q: 3 clusters Score -4115334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -4115333.500000 Penalty: 5107.503418
	Iteration 78Q: 3 clusters Score -4115334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4115339.250000 Penalty: 5107.503418
	Iteration 79Q: 3 clusters Score -4115339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4115338.500000 Penalty: 5107.503418
	Iteration 80F: 3 clusters Score -4115338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4115338.250000 Penalty: 5107.503418
	Iteration 81Q: 3 clusters Score -4115338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4115338.250000 Penalty: 5107.503418
	Iteration 82F: 3 clusters Score -4115338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1610995.000000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1610995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1602717.625000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1602718 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1605150.125000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1605150 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1605469.875000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1605470 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1605756.000000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1605756 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1605993.625000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1605994 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1606194.875000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1606195 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1606391.750000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1606392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1606593.500000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1606594 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1606780.875000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1606781 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1606946.000000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1606946 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1607101.625000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1607102 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1607235.875000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1607236 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1607349.750000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1607350 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1607469.250000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1607469 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1607604.875000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1607605 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1607725.875000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1607726 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1607862.875000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1607863 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1608003.500000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1608004 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1608139.500000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1608140 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1608278.500000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1608278 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1608439.875000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1608440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1608578.250000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1608578 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1608704.125000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1608704 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1608799.125000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1608799 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1608876.875000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1608877 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1608928.375000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1608928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1608968.750000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1608969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1608996.625000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1608997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1609021.250000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1609021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1609043.875000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1609044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1609055.125000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1609055 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1609076.750000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1609077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1609087.500000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1609088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1609095.000000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1609095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1609104.250000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1609104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1609105.000000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1609105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1609114.125000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1609114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1609117.875000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1609118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1609122.250000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1609122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1609127.875000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1609128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1609134.625000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1609135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1609138.500000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1609138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1609142.750000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1609143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1609141.500000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1609142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1609146.750000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1609147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1609149.625000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1609150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1609158.250000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1609158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1609155.875000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1609156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1609159.375000 Penalty: 4616.188477
	Iteration 48Q: 3 clusters Score -1609159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1609167.875000 Penalty: 4616.188477
	Iteration 49Q: 3 clusters Score -1609168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1609171.500000 Penalty: 4616.188477
	Iteration 50Q: 3 clusters Score -1609172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1609181.750000 Penalty: 4616.188477
	Iteration 51Q: 3 clusters Score -1609182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1609181.625000 Penalty: 4616.188477
	Iteration 52Q: 3 clusters Score -1609182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1609188.500000 Penalty: 4616.188477
	Iteration 53Q: 3 clusters Score -1609188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1609192.125000 Penalty: 4616.188477
	Iteration 54Q: 3 clusters Score -1609192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1609193.250000 Penalty: 4616.188477
	Iteration 55Q: 3 clusters Score -1609193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1609194.000000 Penalty: 4616.188477
	Iteration 56Q: 3 clusters Score -1609194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1609193.875000 Penalty: 4616.188477
	Iteration 57Q: 3 clusters Score -1609194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1609193.875000 Penalty: 4616.188477
	Iteration 58F: 3 clusters Score -1609194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -289107.093750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -289107.1 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 1081 members 
Entering Unmasked Estep 
Score: -286449.562500 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -286449.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286933.500000 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -286933.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287175.625000 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -287175.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -287416.843750 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -287416.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -287659.031250 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -287659 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -287801.312500 Penalty: 3785.911133
	Iteration 5Q: 3 clusters Score -287801.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -287900.281250 Penalty: 3785.911133
	Iteration 6Q: 3 clusters Score -287900.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287979.750000 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -287979.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288027.687500 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -288027.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -288066.968750 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -288067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288132.625000 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -288132.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -288231.968750 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -288232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -288403.937500 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -288403.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -288660.875000 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -288660.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -288923.531250 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -288923.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -289080.968750 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -289081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289138.187500 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -289138.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289166.562500 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -289166.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289184.906250 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -289184.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -289189.187500 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -289189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289189.281250 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -289189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -289189.906250 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -289189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289190.468750 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -289190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -289190.468750 Penalty: 3785.911133
	Iteration 23F: 3 clusters Score -289190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 36518 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57391 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29655 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 836 members 
Mstep: Class 43 contains 98902 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21335 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1229 members 
Entering Unmasked Estep 
Score: -115071880.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115073264.000000 to -115071880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (98902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Entering Unmasked Estep 
Score: -14626092.000000 Penalty: 2852.467285
	Iteration 0F: 2 clusters Score -1.462609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -14560116.000000 Penalty: 5704.934570
	Iteration 0F: 3 clusters Score -1.456012e+07 nChanged 46706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -14587522.000000 Penalty: 5704.934570
	Iteration 1F: 3 clusters Score -1.458752e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -14589179.000000 Penalty: 5704.934570
	Iteration 2Q: 3 clusters Score -1.458918e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -14591939.000000 Penalty: 5704.934570
	Iteration 3F: 3 clusters Score -1.459194e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64537 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -14596061.000000 Penalty: 5704.934570
	Iteration 4F: 3 clusters Score -1.459606e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -14601700.000000 Penalty: 5704.934570
	Iteration 5F: 3 clusters Score -1.46017e+07 nChanged 7614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -14608179.000000 Penalty: 5704.934570
	Iteration 6F: 3 clusters Score -1.460818e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -14614032.000000 Penalty: 5704.934570
	Iteration 7F: 3 clusters Score -1.461403e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -14618399.000000 Penalty: 5704.934570
	Iteration 8Q: 3 clusters Score -1.46184e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90643 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -14620841.000000 Penalty: 5704.934570
	Iteration 9Q: 3 clusters Score -1.462084e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -14622035.000000 Penalty: 5704.934570
	Iteration 10Q: 3 clusters Score -1.462204e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -14622604.000000 Penalty: 5704.934570
	Iteration 11Q: 3 clusters Score -1.46226e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -14622911.000000 Penalty: 5704.934570
	Iteration 12Q: 3 clusters Score -1.462291e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -14623127.000000 Penalty: 5704.934570
	Iteration 13Q: 3 clusters Score -1.462313e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -14623297.000000 Penalty: 5704.934570
	Iteration 14Q: 3 clusters Score -1.46233e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94616 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -14623410.000000 Penalty: 5704.934570
	Iteration 15Q: 3 clusters Score -1.462341e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -14623555.000000 Penalty: 5704.934570
	Iteration 16Q: 3 clusters Score -1.462356e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -14623707.000000 Penalty: 5704.934570
	Iteration 17Q: 3 clusters Score -1.462371e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95380 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14623807.000000 Penalty: 5704.934570
	Iteration 18Q: 3 clusters Score -1.462381e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -14623863.000000 Penalty: 5704.934570
	Iteration 19Q: 3 clusters Score -1.462386e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -14623917.000000 Penalty: 5704.934570
	Iteration 20F: 3 clusters Score -1.462392e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -14623940.000000 Penalty: 5704.934570
	Iteration 21Q: 3 clusters Score -1.462394e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95966 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -14623997.000000 Penalty: 5704.934570
	Iteration 22Q: 3 clusters Score -1.4624e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -14624030.000000 Penalty: 5704.934570
	Iteration 23Q: 3 clusters Score -1.462403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96161 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -14624071.000000 Penalty: 5704.934570
	Iteration 24Q: 3 clusters Score -1.462407e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96242 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -14624096.000000 Penalty: 5704.934570
	Iteration 25Q: 3 clusters Score -1.46241e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -14624101.000000 Penalty: 5704.934570
	Iteration 26Q: 3 clusters Score -1.46241e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96366 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14624097.000000 Penalty: 5704.934570
	Iteration 27Q: 3 clusters Score -1.46241e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96425 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -14624140.000000 Penalty: 5704.934570
	Iteration 28Q: 3 clusters Score -1.462414e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96477 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -14624136.000000 Penalty: 5704.934570
	Iteration 29Q: 3 clusters Score -1.462414e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -14624174.000000 Penalty: 5704.934570
	Iteration 30Q: 3 clusters Score -1.462417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -14624182.000000 Penalty: 5704.934570
	Iteration 31Q: 3 clusters Score -1.462418e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96589 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -14624178.000000 Penalty: 5704.934570
	Iteration 32Q: 3 clusters Score -1.462418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -14624190.000000 Penalty: 5704.934570
	Iteration 33Q: 3 clusters Score -1.462419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96627 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -14624180.000000 Penalty: 5704.934570
	Iteration 34Q: 3 clusters Score -1.462418e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96651 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -14624200.000000 Penalty: 5704.934570
	Iteration 35Q: 3 clusters Score -1.46242e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -14624202.000000 Penalty: 5704.934570
	Iteration 36Q: 3 clusters Score -1.46242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96698 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -14624207.000000 Penalty: 5704.934570
	Iteration 37Q: 3 clusters Score -1.462421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14624214.000000 Penalty: 5704.934570
	Iteration 38Q: 3 clusters Score -1.462421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96735 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -14624224.000000 Penalty: 5704.934570
	Iteration 39Q: 3 clusters Score -1.462422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96749 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -14624224.000000 Penalty: 5704.934570
	Iteration 40F: 3 clusters Score -1.462422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -14624230.000000 Penalty: 5704.934570
	Iteration 41Q: 3 clusters Score -1.462423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -14624223.000000 Penalty: 5704.934570
	Iteration 42Q: 3 clusters Score -1.462422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96783 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -14624205.000000 Penalty: 5704.934570
	Iteration 43Q: 3 clusters Score -1.46242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -14624220.000000 Penalty: 5704.934570
	Iteration 44Q: 3 clusters Score -1.462422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -14624222.000000 Penalty: 5704.934570
	Iteration 45Q: 3 clusters Score -1.462422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96817 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -14624228.000000 Penalty: 5704.934570
	Iteration 46Q: 3 clusters Score -1.462423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -14624232.000000 Penalty: 5704.934570
	Iteration 47Q: 3 clusters Score -1.462423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14624260.000000 Penalty: 5704.934570
	Iteration 48Q: 3 clusters Score -1.462426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -14624256.000000 Penalty: 5704.934570
	Iteration 49Q: 3 clusters Score -1.462426e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -14624251.000000 Penalty: 5704.934570
	Iteration 50Q: 3 clusters Score -1.462425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -14624250.000000 Penalty: 5704.934570
	Iteration 51Q: 3 clusters Score -1.462425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -14624255.000000 Penalty: 5704.934570
	Iteration 52Q: 3 clusters Score -1.462426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -14624259.000000 Penalty: 5704.934570
	Iteration 53Q: 3 clusters Score -1.462426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -14624256.000000 Penalty: 5704.934570
	Iteration 54Q: 3 clusters Score -1.462426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -14624253.000000 Penalty: 5704.934570
	Iteration 55Q: 3 clusters Score -1.462425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14624254.000000 Penalty: 5704.934570
	Iteration 56Q: 3 clusters Score -1.462425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14624256.000000 Penalty: 5704.934570
	Iteration 57Q: 3 clusters Score -1.462426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96872 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -14624259.000000 Penalty: 5704.934570
	Iteration 58Q: 3 clusters Score -1.462426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96871 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -14624261.000000 Penalty: 5704.934570
	Iteration 59Q: 3 clusters Score -1.462426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -14624249.000000 Penalty: 5704.934570
	Iteration 60F: 3 clusters Score -1.462425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96875 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -14624257.000000 Penalty: 5704.934570
	Iteration 61Q: 3 clusters Score -1.462426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14624260.000000 Penalty: 5704.934570
	Iteration 62Q: 3 clusters Score -1.462426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96877 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14624260.000000 Penalty: 5704.934570
	Iteration 63F: 3 clusters Score -1.462426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79882.156250 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79882.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80042.335938 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80042.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80101.820312 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -80101.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80124.734375 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80124.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80147.476562 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80147.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80168.312500 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80168.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -80173.078125 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80173.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80175.781250 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -80175.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80178.367188 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -80178.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80180.960938 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -80180.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -80180.960938 Penalty: 3167.056396
	Iteration 10F: 3 clusters Score -80180.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21829.285156 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21829.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21955.197266 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21955.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -22014.417969 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -22014.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22026.150391 Penalty: 2561.733887
	Iteration 3Q: 3 clusters Score -22026.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22026.150391 Penalty: 2561.733887
	Iteration 4F: 3 clusters Score -22026.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97872.703125 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97872.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98148.234375 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98148.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98251.617188 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98251.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98306.140625 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98306.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98342.609375 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98342.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -98366.039062 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98366.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -98396.656250 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98396.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98408.843750 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98408.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98437.640625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98437.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98458.039062 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98458.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98475.851562 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98475.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98495.218750 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98495.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98503.875000 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98503.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98511.218750 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98511.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98519.859375 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -98519.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98527.195312 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -98527.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98539.414062 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -98539.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98547.617188 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -98547.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98554.390625 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -98554.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -98562.351562 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -98562.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -98568.335938 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -98568.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98578.273438 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -98578.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98592.437500 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -98592.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98598.718750 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -98598.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -98600.554688 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -98600.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98610.328125 Penalty: 3272.184082
	Iteration 25Q: 3 clusters Score -98610.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98626.781250 Penalty: 3272.184082
	Iteration 26Q: 3 clusters Score -98626.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98634.054688 Penalty: 3272.184082
	Iteration 27Q: 3 clusters Score -98634.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98651.468750 Penalty: 3272.184082
	Iteration 28Q: 3 clusters Score -98651.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -98675.937500 Penalty: 3272.184082
	Iteration 29Q: 3 clusters Score -98675.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98693.000000 Penalty: 3272.184082
	Iteration 30Q: 3 clusters Score -98693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98699.117188 Penalty: 3272.184082
	Iteration 31Q: 3 clusters Score -98699.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98703.976562 Penalty: 3272.184082
	Iteration 32Q: 3 clusters Score -98703.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98708.507812 Penalty: 3272.184082
	Iteration 33Q: 3 clusters Score -98708.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98712.085938 Penalty: 3272.184082
	Iteration 34Q: 3 clusters Score -98712.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98717.867188 Penalty: 3272.184082
	Iteration 35Q: 3 clusters Score -98717.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98719.968750 Penalty: 3272.184082
	Iteration 36Q: 3 clusters Score -98719.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98721.460938 Penalty: 3272.184082
	Iteration 37Q: 3 clusters Score -98721.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98730.750000 Penalty: 3272.184082
	Iteration 38Q: 3 clusters Score -98730.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98740.281250 Penalty: 3272.184082
	Iteration 39Q: 3 clusters Score -98740.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98746.687500 Penalty: 3272.184082
	Iteration 40F: 3 clusters Score -98746.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98751.492188 Penalty: 3272.184082
	Iteration 41Q: 3 clusters Score -98751.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98759.921875 Penalty: 3272.184082
	Iteration 42Q: 3 clusters Score -98759.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98766.414062 Penalty: 3272.184082
	Iteration 43Q: 3 clusters Score -98766.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98772.015625 Penalty: 3272.184082
	Iteration 44Q: 3 clusters Score -98772.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98775.867188 Penalty: 3272.184082
	Iteration 45Q: 3 clusters Score -98775.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98780.398438 Penalty: 3272.184082
	Iteration 46Q: 3 clusters Score -98780.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98782.000000 Penalty: 3272.184082
	Iteration 47Q: 3 clusters Score -98782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98782.000000 Penalty: 3272.184082
	Iteration 48F: 3 clusters Score -98782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -279111.687500 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -279111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276467.812500 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -276467.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -277076.968750 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -277077 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -277286.031250 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -277286 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -277450.000000 Penalty: 3783.261963
	Iteration 3F: 3 clusters Score -277450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -277603.187500 Penalty: 3783.261963
	Iteration 4F: 3 clusters Score -277603.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -277713.187500 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -277713.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -277763.437500 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -277763.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -277797.250000 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -277797.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277836.937500 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -277836.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277877.531250 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -277877.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -277914.406250 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -277914.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -277940.125000 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -277940.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -277959.218750 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -277959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -277972.875000 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -277972.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -277983.312500 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -277983.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -277990.656250 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -277990.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -277994.281250 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -277994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -277999.281250 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -277999.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -278005.781250 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -278005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -278014.218750 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -278014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -278018.968750 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -278019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -278019.781250 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -278019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278019.875000 Penalty: 3783.261963
	Iteration 22Q: 3 clusters Score -278019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -278019.875000 Penalty: 3783.261963
	Iteration 23F: 3 clusters Score -278019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Entering Unmasked Estep 
Score: -3144661.000000 Penalty: 2472.089844
	Iteration 0F: 2 clusters Score -3144661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3129775.000000 Penalty: 4944.179688
	Iteration 0F: 3 clusters Score -3129775 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3135190.500000 Penalty: 4944.179688
	Iteration 1F: 3 clusters Score -3135190 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -3135860.750000 Penalty: 4944.179688
	Iteration 2F: 3 clusters Score -3135861 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3136537.750000 Penalty: 4944.179688
	Iteration 3F: 3 clusters Score -3136538 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3137224.500000 Penalty: 4944.179688
	Iteration 4F: 3 clusters Score -3137224 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3138047.000000 Penalty: 4944.179688
	Iteration 5F: 3 clusters Score -3138047 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -3138875.000000 Penalty: 4944.179688
	Iteration 6F: 3 clusters Score -3138875 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3139792.500000 Penalty: 4944.179688
	Iteration 7F: 3 clusters Score -3139792 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -3140518.250000 Penalty: 4944.179688
	Iteration 8F: 3 clusters Score -3140518 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3141058.000000 Penalty: 4944.179688
	Iteration 9Q: 3 clusters Score -3141058 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3141486.750000 Penalty: 4944.179688
	Iteration 10Q: 3 clusters Score -3141487 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3141826.500000 Penalty: 4944.179688
	Iteration 11Q: 3 clusters Score -3141826 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3142046.750000 Penalty: 4944.179688
	Iteration 12Q: 3 clusters Score -3142047 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3142225.500000 Penalty: 4944.179688
	Iteration 13Q: 3 clusters Score -3142226 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3142342.000000 Penalty: 4944.179688
	Iteration 14Q: 3 clusters Score -3142342 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -3142408.000000 Penalty: 4944.179688
	Iteration 15Q: 3 clusters Score -3142408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3142463.750000 Penalty: 4944.179688
	Iteration 16Q: 3 clusters Score -3142464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3142517.750000 Penalty: 4944.179688
	Iteration 17Q: 3 clusters Score -3142518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3142564.250000 Penalty: 4944.179688
	Iteration 18Q: 3 clusters Score -3142564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3142590.000000 Penalty: 4944.179688
	Iteration 19Q: 3 clusters Score -3142590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3142620.750000 Penalty: 4944.179688
	Iteration 20F: 3 clusters Score -3142621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3142626.750000 Penalty: 4944.179688
	Iteration 21Q: 3 clusters Score -3142627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3142638.000000 Penalty: 4944.179688
	Iteration 22Q: 3 clusters Score -3142638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3142650.500000 Penalty: 4944.179688
	Iteration 23Q: 3 clusters Score -3142650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3142650.500000 Penalty: 4944.179688
	Iteration 24Q: 3 clusters Score -3142650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3142659.750000 Penalty: 4944.179688
	Iteration 25Q: 3 clusters Score -3142660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3142664.250000 Penalty: 4944.179688
	Iteration 26Q: 3 clusters Score -3142664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3142663.250000 Penalty: 4944.179688
	Iteration 27Q: 3 clusters Score -3142663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3142669.000000 Penalty: 4944.179688
	Iteration 28Q: 3 clusters Score -3142669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3142670.750000 Penalty: 4944.179688
	Iteration 29Q: 3 clusters Score -3142671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3142679.500000 Penalty: 4944.179688
	Iteration 30Q: 3 clusters Score -3142680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3142685.750000 Penalty: 4944.179688
	Iteration 31Q: 3 clusters Score -3142686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3142688.750000 Penalty: 4944.179688
	Iteration 32Q: 3 clusters Score -3142689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3142690.250000 Penalty: 4944.179688
	Iteration 33Q: 3 clusters Score -3142690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3142692.500000 Penalty: 4944.179688
	Iteration 34Q: 3 clusters Score -3142692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3142700.750000 Penalty: 4944.179688
	Iteration 35Q: 3 clusters Score -3142701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3142700.000000 Penalty: 4944.179688
	Iteration 36Q: 3 clusters Score -3142700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -3142699.000000 Penalty: 4944.179688
	Iteration 37Q: 3 clusters Score -3142699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3142702.750000 Penalty: 4944.179688
	Iteration 38Q: 3 clusters Score -3142703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3142710.250000 Penalty: 4944.179688
	Iteration 39Q: 3 clusters Score -3142710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3142710.750000 Penalty: 4944.179688
	Iteration 40F: 3 clusters Score -3142711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3142711.000000 Penalty: 4944.179688
	Iteration 41Q: 3 clusters Score -3142711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -3142711.500000 Penalty: 4944.179688
	Iteration 42Q: 3 clusters Score -3142712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3142713.500000 Penalty: 4944.179688
	Iteration 43Q: 3 clusters Score -3142714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -3142713.250000 Penalty: 4944.179688
	Iteration 44Q: 3 clusters Score -3142713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3142712.750000 Penalty: 4944.179688
	Iteration 45Q: 3 clusters Score -3142713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3142718.750000 Penalty: 4944.179688
	Iteration 46Q: 3 clusters Score -3142719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3142718.750000 Penalty: 4944.179688
	Iteration 47F: 3 clusters Score -3142719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117229.906250 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117229.9 nChanged 242
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: -117603.320312 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117603.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117782.265625 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117782.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117913.007812 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -117913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118002.882812 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -118002.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118094.195312 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -118094.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118160.226562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -118160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118241.578125 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118241.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118288.187500 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -118319.593750 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118319.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118349.085938 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118349.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118372.078125 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118372.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118434.187500 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -118434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118459.226562 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -118459.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118463.750000 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -118463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118464.515625 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -118464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118466.062500 Penalty: 3395.028320
	Iteration 16F: 3 clusters Score -118466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118474.937500 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -118474.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118491.539062 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -118491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118517.195312 Penalty: 3395.028320
	Iteration 19Q: 3 clusters Score -118517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118528.125000 Penalty: 3395.028320
	Iteration 20F: 3 clusters Score -118528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118544.750000 Penalty: 3395.028320
	Iteration 21Q: 3 clusters Score -118544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118557.046875 Penalty: 3395.028320
	Iteration 22Q: 3 clusters Score -118557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118560.218750 Penalty: 3395.028320
	Iteration 23Q: 3 clusters Score -118560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118563.734375 Penalty: 3395.028320
	Iteration 24Q: 3 clusters Score -118563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118563.734375 Penalty: 3395.028320
	Iteration 25F: 3 clusters Score -118563.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67213.984375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67213.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67390.460938 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67390.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67456.695312 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67456.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67518.593750 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67518.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67551.492188 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67551.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67596.546875 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67596.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -67615.031250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67615.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -67634.187500 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -67634.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -67652.421875 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -67652.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -67669.554688 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -67669.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67685.296875 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -67685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67689.570312 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -67689.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67701.195312 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -67701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67705.078125 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -67705.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67711.835938 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -67711.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67717.328125 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -67717.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67721.390625 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -67721.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67724.156250 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -67724.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67724.156250 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -67724.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 36518 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11350 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8301 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57391 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29655 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98902 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21335 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073240.000000 Penalty: 168590.921875
Iteration 439Q: 51 clusters Score -1.150732e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 36518 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11312 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60320 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8300 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57420 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98908 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21336 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073304.000000 Penalty: 168590.921875
Iteration 440F: 51 clusters Score -1.150733e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11276 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57447 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29659 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98909 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21336 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073296.000000 Penalty: 168590.921875
Iteration 441Q: 51 clusters Score -1.150733e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 36520 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11251 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57472 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98914 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21336 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 442Q: 51 clusters Score -1.150733e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 26459 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57494 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29653 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98921 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21336 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073224.000000 Penalty: 168590.921875
Iteration 443Q: 51 clusters Score -1.150732e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11199 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8302 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57518 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98921 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21337 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073208.000000 Penalty: 168590.921875
Iteration 444Q: 51 clusters Score -1.150732e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18613 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57535 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29658 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98926 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21337 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073232.000000 Penalty: 168590.921875
Iteration 445Q: 51 clusters Score -1.150732e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8305 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57552 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98934 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21338 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073184.000000 Penalty: 168590.921875
Iteration 446Q: 51 clusters Score -1.150732e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57562 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2822 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29653 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98942 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073136.000000 Penalty: 168590.921875
Iteration 447Q: 51 clusters Score -1.150731e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60320 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4341 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57584 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29652 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98945 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073088.000000 Penalty: 168590.921875
Iteration 448Q: 51 clusters Score -1.150731e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36520 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 11094 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4340 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57604 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98950 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073200.000000 Penalty: 168590.921875
Iteration 449Q: 51 clusters Score -1.150732e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8307 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57625 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98953 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073192.000000 Penalty: 168590.921875
Iteration 450Q: 51 clusters Score -1.150732e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36522 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 11044 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60323 members 
Mstep: Class 16 contains 9716 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8308 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57646 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98955 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073176.000000 Penalty: 168590.921875
Iteration 451Q: 51 clusters Score -1.150732e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36522 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9718 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6059 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57660 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29651 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98959 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073200.000000 Penalty: 168590.921875
Iteration 452Q: 51 clusters Score -1.150732e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36523 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 10988 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57684 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29652 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98963 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073304.000000 Penalty: 168590.921875
Iteration 453Q: 51 clusters Score -1.150733e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36524 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9720 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9643 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57702 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29653 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98966 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073296.000000 Penalty: 168590.921875
Iteration 454Q: 51 clusters Score -1.150733e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36524 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7308 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57725 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98969 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 455Q: 51 clusters Score -1.150733e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36525 members 
Mstep: Class 6 contains 26460 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 10895 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8311 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8981 members 
Mstep: Class 29 contains 57754 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80101 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98977 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21338 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073296.000000 Penalty: 168590.921875
Iteration 456Q: 51 clusters Score -1.150733e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36525 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 10867 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8310 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7309 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57775 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29661 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98979 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073320.000000 Penalty: 168590.921875
Iteration 457Q: 51 clusters Score -1.150733e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36526 members 
Mstep: Class 6 contains 26461 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10843 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8312 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7310 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57792 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80100 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29662 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98979 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 458Q: 51 clusters Score -1.150733e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36527 members 
Mstep: Class 6 contains 26462 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57807 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29660 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98979 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073296.000000 Penalty: 168590.921875
Iteration 459Q: 51 clusters Score -1.150733e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36528 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10818 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9722 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57818 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29660 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98978 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073208.000000 Penalty: 168590.921875
Iteration 460F: 51 clusters Score -1.150732e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36529 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6058 members 
Mstep: Class 22 contains 8313 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57824 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29659 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98982 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073176.000000 Penalty: 168590.921875
Iteration 461Q: 51 clusters Score -1.150732e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36530 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10797 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57832 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29658 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98984 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073200.000000 Penalty: 168590.921875
Iteration 462Q: 51 clusters Score -1.150732e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36530 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10780 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57848 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98987 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073168.000000 Penalty: 168590.921875
Iteration 463Q: 51 clusters Score -1.150732e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36530 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10762 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8314 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57865 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29657 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98987 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073248.000000 Penalty: 168590.921875
Iteration 464Q: 51 clusters Score -1.150732e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36530 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10743 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57879 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29656 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98992 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 465Q: 51 clusters Score -1.150733e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36531 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57892 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29655 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 98998 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21339 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073272.000000 Penalty: 168590.921875
Iteration 466Q: 51 clusters Score -1.150733e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 36531 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57909 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99003 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073288.000000 Penalty: 168590.921875
Iteration 467Q: 51 clusters Score -1.150733e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60318 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57923 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29654 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99009 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21341 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073232.000000 Penalty: 168590.921875
Iteration 468Q: 51 clusters Score -1.150732e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10673 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9726 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57933 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97389 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99013 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073240.000000 Penalty: 168590.921875
Iteration 469Q: 51 clusters Score -1.150732e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60320 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3211 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57940 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97388 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29651 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99017 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 470Q: 51 clusters Score -1.150733e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 26464 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60320 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8315 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57949 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97387 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99017 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21340 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 471Q: 51 clusters Score -1.150733e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36532 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10646 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60319 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57956 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97387 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99018 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21341 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 472Q: 51 clusters Score -1.150733e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10639 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60321 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57959 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97385 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29651 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99020 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21341 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073272.000000 Penalty: 168590.921875
Iteration 473Q: 51 clusters Score -1.150733e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18617 members 
Mstep: Class 9 contains 10629 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57968 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97384 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29650 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99020 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21342 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073256.000000 Penalty: 168590.921875
Iteration 474Q: 51 clusters Score -1.150733e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60323 members 
Mstep: Class 16 contains 9726 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57976 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97383 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99019 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21342 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073216.000000 Penalty: 168590.921875
Iteration 475Q: 51 clusters Score -1.150732e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60323 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57979 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97383 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80096 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99020 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073280.000000 Penalty: 168590.921875
Iteration 476Q: 51 clusters Score -1.150733e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60323 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57981 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97383 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80097 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99020 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073264.000000 Penalty: 168590.921875
Iteration 477Q: 51 clusters Score -1.150733e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60323 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57979 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80098 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99023 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073256.000000 Penalty: 168590.921875
Iteration 478Q: 51 clusters Score -1.150733e+08 nChanged 3
Entering ConstructFrom: 
Score: -115073256.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1601761.625000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1601762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1593603.375000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1593603 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1596147.875000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1596148 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1596566.125000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1596566 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1596930.250000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1596930 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1597240.625000 Penalty: 4607.785645
	Iteration 4Q: 3 clusters Score -1597241 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1597551.625000 Penalty: 4607.785645
	Iteration 5Q: 3 clusters Score -1597552 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1597892.000000 Penalty: 4607.785645
	Iteration 6F: 3 clusters Score -1597892 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1598233.625000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1598234 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1598637.750000 Penalty: 4607.785645
	Iteration 8F: 3 clusters Score -1598638 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1599050.125000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1599050 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1599450.750000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1599451 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1599844.375000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1599844 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1600178.750000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1600179 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1600442.375000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1600442 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1600598.000000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1600598 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1600689.875000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1600690 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1600772.500000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1600772 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1600831.875000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1600832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1600862.125000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1600862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1600886.000000 Penalty: 4607.785645
	Iteration 19Q: 3 clusters Score -1600886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1600899.500000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1600900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1600908.250000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1600908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1600918.625000 Penalty: 4607.785645
	Iteration 22Q: 3 clusters Score -1600919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1600925.875000 Penalty: 4607.785645
	Iteration 23Q: 3 clusters Score -1600926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1600924.750000 Penalty: 4607.785645
	Iteration 24Q: 3 clusters Score -1600925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1600928.125000 Penalty: 4607.785645
	Iteration 25Q: 3 clusters Score -1600928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1600928.625000 Penalty: 4607.785645
	Iteration 26Q: 3 clusters Score -1600929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1600927.125000 Penalty: 4607.785645
	Iteration 27Q: 3 clusters Score -1600927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1600927.750000 Penalty: 4607.785645
	Iteration 28Q: 3 clusters Score -1600928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1600926.875000 Penalty: 4607.785645
	Iteration 29Q: 3 clusters Score -1600927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1600929.375000 Penalty: 4607.785645
	Iteration 30Q: 3 clusters Score -1600929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1600928.750000 Penalty: 4607.785645
	Iteration 31Q: 3 clusters Score -1600929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1600932.125000 Penalty: 4607.785645
	Iteration 32Q: 3 clusters Score -1600932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1600928.125000 Penalty: 4607.785645
	Iteration 33Q: 3 clusters Score -1600928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1600932.875000 Penalty: 4607.785645
	Iteration 34Q: 3 clusters Score -1600933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1600930.250000 Penalty: 4607.785645
	Iteration 35Q: 3 clusters Score -1600930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1600934.625000 Penalty: 4607.785645
	Iteration 36Q: 3 clusters Score -1600935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1600934.375000 Penalty: 4607.785645
	Iteration 37Q: 3 clusters Score -1600934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1600934.375000 Penalty: 4607.785645
	Iteration 38F: 3 clusters Score -1600934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -821267.687500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -821267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -816337.875000 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -816337.9 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -817590.562500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -817590.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -817851.187500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -817851.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -818041.687500 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -818041.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -818211.125000 Penalty: 4289.430664
	Iteration 4Q: 3 clusters Score -818211.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -818383.562500 Penalty: 4289.430664
	Iteration 5Q: 3 clusters Score -818383.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -818544.375000 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -818544.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -818695.500000 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -818695.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -818843.312500 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -818843.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -818974.875000 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -818974.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -819086.750000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819086.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -819192.687500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -819192.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -819299.437500 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -819299.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -819388.000000 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -819388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -819460.687500 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -819460.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -819511.937500 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -819511.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -819549.750000 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -819549.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -819593.000000 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -819593 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -819636.437500 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -819636.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -819673.687500 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -819673.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -819708.000000 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -819708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -819730.125000 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -819730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -819744.750000 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -819744.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -819758.375000 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -819758.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -819768.500000 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -819768.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -819775.625000 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -819775.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -819780.062500 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -819780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -819787.937500 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -819787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -819789.062500 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -819789.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -819792.125000 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -819792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -819791.187500 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -819791.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -819795.250000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -819795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -819795.625000 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -819795.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -819795.625000 Penalty: 4289.430664
	Iteration 33Q: 3 clusters Score -819795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -819796.687500 Penalty: 4289.430664
	Iteration 34Q: 3 clusters Score -819796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -819796.687500 Penalty: 4289.430664
	Iteration 35F: 3 clusters Score -819796.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -2499753.250000 Penalty: 2412.189697
	Iteration 0F: 2 clusters Score -2499753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2487751.250000 Penalty: 4824.379395
	Iteration 0F: 3 clusters Score -2487751 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2491495.250000 Penalty: 4824.379395
	Iteration 1F: 3 clusters Score -2491495 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2491849.250000 Penalty: 4824.379395
	Iteration 2F: 3 clusters Score -2491849 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2492125.750000 Penalty: 4824.379395
	Iteration 3Q: 3 clusters Score -2492126 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2492381.000000 Penalty: 4824.379395
	Iteration 4Q: 3 clusters Score -2492381 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2492592.000000 Penalty: 4824.379395
	Iteration 5Q: 3 clusters Score -2492592 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2492753.750000 Penalty: 4824.379395
	Iteration 6Q: 3 clusters Score -2492754 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2492898.250000 Penalty: 4824.379395
	Iteration 7Q: 3 clusters Score -2492898 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2493040.000000 Penalty: 4824.379395
	Iteration 8Q: 3 clusters Score -2493040 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2493204.000000 Penalty: 4824.379395
	Iteration 9Q: 3 clusters Score -2493204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2493361.500000 Penalty: 4824.379395
	Iteration 10Q: 3 clusters Score -2493362 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2493537.500000 Penalty: 4824.379395
	Iteration 11Q: 3 clusters Score -2493538 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2493689.000000 Penalty: 4824.379395
	Iteration 12Q: 3 clusters Score -2493689 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2493881.250000 Penalty: 4824.379395
	Iteration 13Q: 3 clusters Score -2493881 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2494150.250000 Penalty: 4824.379395
	Iteration 14Q: 3 clusters Score -2494150 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2494474.250000 Penalty: 4824.379395
	Iteration 15Q: 3 clusters Score -2494474 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2494846.750000 Penalty: 4824.379395
	Iteration 16Q: 3 clusters Score -2494847 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2495238.000000 Penalty: 4824.379395
	Iteration 17Q: 3 clusters Score -2495238 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2495657.750000 Penalty: 4824.379395
	Iteration 18Q: 3 clusters Score -2495658 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2496093.250000 Penalty: 4824.379395
	Iteration 19Q: 3 clusters Score -2496093 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2496492.000000 Penalty: 4824.379395
	Iteration 20F: 3 clusters Score -2496492 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2496882.750000 Penalty: 4824.379395
	Iteration 21Q: 3 clusters Score -2496883 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2497257.250000 Penalty: 4824.379395
	Iteration 22Q: 3 clusters Score -2497257 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2497579.500000 Penalty: 4824.379395
	Iteration 23Q: 3 clusters Score -2497580 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2497818.000000 Penalty: 4824.379395
	Iteration 24Q: 3 clusters Score -2497818 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2497989.750000 Penalty: 4824.379395
	Iteration 25Q: 3 clusters Score -2497990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2498117.750000 Penalty: 4824.379395
	Iteration 26Q: 3 clusters Score -2498118 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2498210.000000 Penalty: 4824.379395
	Iteration 27Q: 3 clusters Score -2498210 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2498272.250000 Penalty: 4824.379395
	Iteration 28Q: 3 clusters Score -2498272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -2498316.750000 Penalty: 4824.379395
	Iteration 29Q: 3 clusters Score -2498317 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2498352.250000 Penalty: 4824.379395
	Iteration 30Q: 3 clusters Score -2498352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2498376.250000 Penalty: 4824.379395
	Iteration 31Q: 3 clusters Score -2498376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2498394.500000 Penalty: 4824.379395
	Iteration 32Q: 3 clusters Score -2498394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2498407.750000 Penalty: 4824.379395
	Iteration 33Q: 3 clusters Score -2498408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2498417.000000 Penalty: 4824.379395
	Iteration 34Q: 3 clusters Score -2498417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2498436.500000 Penalty: 4824.379395
	Iteration 35Q: 3 clusters Score -2498436 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2498448.250000 Penalty: 4824.379395
	Iteration 36Q: 3 clusters Score -2498448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2498448.000000 Penalty: 4824.379395
	Iteration 37Q: 3 clusters Score -2498448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2498457.250000 Penalty: 4824.379395
	Iteration 38Q: 3 clusters Score -2498457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2498459.000000 Penalty: 4824.379395
	Iteration 39Q: 3 clusters Score -2498459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2498460.500000 Penalty: 4824.379395
	Iteration 40F: 3 clusters Score -2498460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2498462.750000 Penalty: 4824.379395
	Iteration 41Q: 3 clusters Score -2498463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2498461.750000 Penalty: 4824.379395
	Iteration 42Q: 3 clusters Score -2498462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2498461.500000 Penalty: 4824.379395
	Iteration 43Q: 3 clusters Score -2498462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2498461.000000 Penalty: 4824.379395
	Iteration 44Q: 3 clusters Score -2498461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2498467.250000 Penalty: 4824.379395
	Iteration 45Q: 3 clusters Score -2498467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2498466.250000 Penalty: 4824.379395
	Iteration 46Q: 3 clusters Score -2498466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2498467.500000 Penalty: 4824.379395
	Iteration 47Q: 3 clusters Score -2498468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2498469.500000 Penalty: 4824.379395
	Iteration 48Q: 3 clusters Score -2498470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2498468.250000 Penalty: 4824.379395
	Iteration 49Q: 3 clusters Score -2498468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2498465.500000 Penalty: 4824.379395
	Iteration 50Q: 3 clusters Score -2498466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -2498465.500000 Penalty: 4824.379395
	Iteration 51F: 3 clusters Score -2498466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1123606.125000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -1123606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1117258.625000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -1117259 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1119290.000000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -1119290 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1119763.000000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -1119763 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1120171.375000 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -1120171 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1120629.500000 Penalty: 4458.021484
	Iteration 4F: 3 clusters Score -1120630 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1121106.125000 Penalty: 4458.021484
	Iteration 5F: 3 clusters Score -1121106 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1121507.250000 Penalty: 4458.021484
	Iteration 6F: 3 clusters Score -1121507 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1121872.375000 Penalty: 4458.021484
	Iteration 7Q: 3 clusters Score -1121872 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1122143.500000 Penalty: 4458.021484
	Iteration 8Q: 3 clusters Score -1122144 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1122312.000000 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -1122312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1122430.000000 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -1122430 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1122500.625000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -1122501 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1122560.250000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -1122560 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1122607.750000 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -1122608 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1122660.000000 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -1122660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1122702.000000 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -1122702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1122732.500000 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -1122732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1122762.125000 Penalty: 4458.021484
	Iteration 17Q: 3 clusters Score -1122762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1122805.000000 Penalty: 4458.021484
	Iteration 18Q: 3 clusters Score -1122805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1122847.625000 Penalty: 4458.021484
	Iteration 19Q: 3 clusters Score -1122848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1122879.000000 Penalty: 4458.021484
	Iteration 20F: 3 clusters Score -1122879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1122912.000000 Penalty: 4458.021484
	Iteration 21Q: 3 clusters Score -1122912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1122942.750000 Penalty: 4458.021484
	Iteration 22Q: 3 clusters Score -1122943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1122965.125000 Penalty: 4458.021484
	Iteration 23Q: 3 clusters Score -1122965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1122982.625000 Penalty: 4458.021484
	Iteration 24Q: 3 clusters Score -1122983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1122996.125000 Penalty: 4458.021484
	Iteration 25Q: 3 clusters Score -1122996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1123005.625000 Penalty: 4458.021484
	Iteration 26Q: 3 clusters Score -1123006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1123014.625000 Penalty: 4458.021484
	Iteration 27Q: 3 clusters Score -1123015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1123019.250000 Penalty: 4458.021484
	Iteration 28Q: 3 clusters Score -1123019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1123026.250000 Penalty: 4458.021484
	Iteration 29Q: 3 clusters Score -1123026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1123030.625000 Penalty: 4458.021484
	Iteration 30Q: 3 clusters Score -1123031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1123037.000000 Penalty: 4458.021484
	Iteration 31Q: 3 clusters Score -1123037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1123042.250000 Penalty: 4458.021484
	Iteration 32Q: 3 clusters Score -1123042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1123043.875000 Penalty: 4458.021484
	Iteration 33Q: 3 clusters Score -1123044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1123050.625000 Penalty: 4458.021484
	Iteration 34Q: 3 clusters Score -1123051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1123050.125000 Penalty: 4458.021484
	Iteration 35Q: 3 clusters Score -1123050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1123055.875000 Penalty: 4458.021484
	Iteration 36Q: 3 clusters Score -1123056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1123059.125000 Penalty: 4458.021484
	Iteration 37Q: 3 clusters Score -1123059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1123066.375000 Penalty: 4458.021484
	Iteration 38Q: 3 clusters Score -1123066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1123074.375000 Penalty: 4458.021484
	Iteration 39Q: 3 clusters Score -1123074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1123079.500000 Penalty: 4458.021484
	Iteration 40F: 3 clusters Score -1123080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1123082.500000 Penalty: 4458.021484
	Iteration 41Q: 3 clusters Score -1123082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1123084.375000 Penalty: 4458.021484
	Iteration 42Q: 3 clusters Score -1123084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1123090.500000 Penalty: 4458.021484
	Iteration 43Q: 3 clusters Score -1123090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1123101.125000 Penalty: 4458.021484
	Iteration 44Q: 3 clusters Score -1123101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1123106.125000 Penalty: 4458.021484
	Iteration 45Q: 3 clusters Score -1123106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1123111.125000 Penalty: 4458.021484
	Iteration 46Q: 3 clusters Score -1123111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1123113.000000 Penalty: 4458.021484
	Iteration 47Q: 3 clusters Score -1123113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1123114.500000 Penalty: 4458.021484
	Iteration 48Q: 3 clusters Score -1123114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1123114.125000 Penalty: 4458.021484
	Iteration 49Q: 3 clusters Score -1123114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1123115.750000 Penalty: 4458.021484
	Iteration 50Q: 3 clusters Score -1123116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1123116.625000 Penalty: 4458.021484
	Iteration 51Q: 3 clusters Score -1123117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1123121.250000 Penalty: 4458.021484
	Iteration 52Q: 3 clusters Score -1123121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1123122.375000 Penalty: 4458.021484
	Iteration 53Q: 3 clusters Score -1123122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1123121.750000 Penalty: 4458.021484
	Iteration 54Q: 3 clusters Score -1123122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1123120.875000 Penalty: 4458.021484
	Iteration 55Q: 3 clusters Score -1123121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1123120.875000 Penalty: 4458.021484
	Iteration 56F: 3 clusters Score -1123121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Entering Unmasked Estep 
Score: -5475706.500000 Penalty: 2605.480713
	Iteration 0F: 2 clusters Score -5475706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -5450827.000000 Penalty: 5210.961426
	Iteration 0F: 3 clusters Score -5450827 nChanged 16547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -5460008.000000 Penalty: 5210.961426
	Iteration 1F: 3 clusters Score -5460008 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -5460569.000000 Penalty: 5210.961426
	Iteration 2Q: 3 clusters Score -5460569 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -5461084.000000 Penalty: 5210.961426
	Iteration 3Q: 3 clusters Score -5461084 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5461585.000000 Penalty: 5210.961426
	Iteration 4Q: 3 clusters Score -5461585 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -5462121.500000 Penalty: 5210.961426
	Iteration 5Q: 3 clusters Score -5462122 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -5462794.000000 Penalty: 5210.961426
	Iteration 6Q: 3 clusters Score -5462794 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -5463667.000000 Penalty: 5210.961426
	Iteration 7Q: 3 clusters Score -5463667 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5464821.000000 Penalty: 5210.961426
	Iteration 8F: 3 clusters Score -5464821 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5466191.000000 Penalty: 5210.961426
	Iteration 9F: 3 clusters Score -5466191 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5467624.500000 Penalty: 5210.961426
	Iteration 10F: 3 clusters Score -5467624 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -5468910.500000 Penalty: 5210.961426
	Iteration 11Q: 3 clusters Score -5468910 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5470016.500000 Penalty: 5210.961426
	Iteration 12Q: 3 clusters Score -5470016 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5470854.000000 Penalty: 5210.961426
	Iteration 13Q: 3 clusters Score -5470854 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5471489.500000 Penalty: 5210.961426
	Iteration 14Q: 3 clusters Score -5471490 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5471996.000000 Penalty: 5210.961426
	Iteration 15Q: 3 clusters Score -5471996 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5472361.000000 Penalty: 5210.961426
	Iteration 16Q: 3 clusters Score -5472361 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5472625.000000 Penalty: 5210.961426
	Iteration 17Q: 3 clusters Score -5472625 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5472815.500000 Penalty: 5210.961426
	Iteration 18Q: 3 clusters Score -5472816 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -5472977.500000 Penalty: 5210.961426
	Iteration 19Q: 3 clusters Score -5472978 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5473125.500000 Penalty: 5210.961426
	Iteration 20F: 3 clusters Score -5473126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5473213.000000 Penalty: 5210.961426
	Iteration 21Q: 3 clusters Score -5473213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5473309.500000 Penalty: 5210.961426
	Iteration 22Q: 3 clusters Score -5473310 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5473362.000000 Penalty: 5210.961426
	Iteration 23Q: 3 clusters Score -5473362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5473408.500000 Penalty: 5210.961426
	Iteration 24Q: 3 clusters Score -5473408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5473455.000000 Penalty: 5210.961426
	Iteration 25Q: 3 clusters Score -5473455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5473491.500000 Penalty: 5210.961426
	Iteration 26Q: 3 clusters Score -5473492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5473523.000000 Penalty: 5210.961426
	Iteration 27Q: 3 clusters Score -5473523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5473531.000000 Penalty: 5210.961426
	Iteration 28Q: 3 clusters Score -5473531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5473537.500000 Penalty: 5210.961426
	Iteration 29Q: 3 clusters Score -5473538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5473532.000000 Penalty: 5210.961426
	Iteration 30Q: 3 clusters Score -5473532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5473531.500000 Penalty: 5210.961426
	Iteration 31Q: 3 clusters Score -5473532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5473543.000000 Penalty: 5210.961426
	Iteration 32Q: 3 clusters Score -5473543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5473546.500000 Penalty: 5210.961426
	Iteration 33Q: 3 clusters Score -5473546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5473547.000000 Penalty: 5210.961426
	Iteration 34Q: 3 clusters Score -5473547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5473545.500000 Penalty: 5210.961426
	Iteration 35Q: 3 clusters Score -5473546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5473553.500000 Penalty: 5210.961426
	Iteration 36Q: 3 clusters Score -5473554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5473555.500000 Penalty: 5210.961426
	Iteration 37Q: 3 clusters Score -5473556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5473556.500000 Penalty: 5210.961426
	Iteration 38Q: 3 clusters Score -5473556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5473558.000000 Penalty: 5210.961426
	Iteration 39Q: 3 clusters Score -5473558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5473558.500000 Penalty: 5210.961426
	Iteration 40F: 3 clusters Score -5473558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5473565.500000 Penalty: 5210.961426
	Iteration 41Q: 3 clusters Score -5473566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5473575.000000 Penalty: 5210.961426
	Iteration 42Q: 3 clusters Score -5473575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5473573.000000 Penalty: 5210.961426
	Iteration 43Q: 3 clusters Score -5473573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5473579.000000 Penalty: 5210.961426
	Iteration 44Q: 3 clusters Score -5473579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5473579.000000 Penalty: 5210.961426
	Iteration 45F: 3 clusters Score -5473579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Entering Unmasked Estep 
Score: -3956846.000000 Penalty: 2525.508789
	Iteration 0F: 2 clusters Score -3956846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3938580.250000 Penalty: 5051.017578
	Iteration 0F: 3 clusters Score -3938580 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3945136.250000 Penalty: 5051.017578
	Iteration 1F: 3 clusters Score -3945136 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -3945899.000000 Penalty: 5051.017578
	Iteration 2F: 3 clusters Score -3945899 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3946656.750000 Penalty: 5051.017578
	Iteration 3F: 3 clusters Score -3946657 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3947547.750000 Penalty: 5051.017578
	Iteration 4F: 3 clusters Score -3947548 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3948614.000000 Penalty: 5051.017578
	Iteration 5F: 3 clusters Score -3948614 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3949909.250000 Penalty: 5051.017578
	Iteration 6F: 3 clusters Score -3949909 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3951249.250000 Penalty: 5051.017578
	Iteration 7F: 3 clusters Score -3951249 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3952512.750000 Penalty: 5051.017578
	Iteration 8F: 3 clusters Score -3952513 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3953435.000000 Penalty: 5051.017578
	Iteration 9Q: 3 clusters Score -3953435 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3953979.250000 Penalty: 5051.017578
	Iteration 10Q: 3 clusters Score -3953979 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3954289.000000 Penalty: 5051.017578
	Iteration 11Q: 3 clusters Score -3954289 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3954459.500000 Penalty: 5051.017578
	Iteration 12Q: 3 clusters Score -3954460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3954548.750000 Penalty: 5051.017578
	Iteration 13Q: 3 clusters Score -3954549 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3954610.750000 Penalty: 5051.017578
	Iteration 14Q: 3 clusters Score -3954611 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3954649.250000 Penalty: 5051.017578
	Iteration 15Q: 3 clusters Score -3954649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3954670.000000 Penalty: 5051.017578
	Iteration 16Q: 3 clusters Score -3954670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3954685.750000 Penalty: 5051.017578
	Iteration 17Q: 3 clusters Score -3954686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3954708.750000 Penalty: 5051.017578
	Iteration 18Q: 3 clusters Score -3954709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3954711.750000 Penalty: 5051.017578
	Iteration 19Q: 3 clusters Score -3954712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3954722.500000 Penalty: 5051.017578
	Iteration 20F: 3 clusters Score -3954722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3954737.750000 Penalty: 5051.017578
	Iteration 21Q: 3 clusters Score -3954738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3954744.750000 Penalty: 5051.017578
	Iteration 22Q: 3 clusters Score -3954745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3954745.500000 Penalty: 5051.017578
	Iteration 23Q: 3 clusters Score -3954746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3954750.500000 Penalty: 5051.017578
	Iteration 24Q: 3 clusters Score -3954750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3954750.250000 Penalty: 5051.017578
	Iteration 25Q: 3 clusters Score -3954750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3954750.250000 Penalty: 5051.017578
	Iteration 26F: 3 clusters Score -3954750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Entering Unmasked Estep 
Score: -1734409.500000 Penalty: 2323.080322
	Iteration 0F: 2 clusters Score -1734410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1725689.875000 Penalty: 4646.160645
	Iteration 0F: 3 clusters Score -1725690 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1728368.250000 Penalty: 4646.160645
	Iteration 1F: 3 clusters Score -1728368 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1728861.250000 Penalty: 4646.160645
	Iteration 2F: 3 clusters Score -1728861 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1729271.125000 Penalty: 4646.160645
	Iteration 3F: 3 clusters Score -1729271 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1729645.125000 Penalty: 4646.160645
	Iteration 4F: 3 clusters Score -1729645 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1730031.750000 Penalty: 4646.160645
	Iteration 5F: 3 clusters Score -1730032 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1730501.625000 Penalty: 4646.160645
	Iteration 6F: 3 clusters Score -1730502 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1731030.625000 Penalty: 4646.160645
	Iteration 7F: 3 clusters Score -1731031 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1731538.875000 Penalty: 4646.160645
	Iteration 8F: 3 clusters Score -1731539 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1732027.625000 Penalty: 4646.160645
	Iteration 9F: 3 clusters Score -1732028 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1732389.750000 Penalty: 4646.160645
	Iteration 10Q: 3 clusters Score -1732390 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1732598.875000 Penalty: 4646.160645
	Iteration 11Q: 3 clusters Score -1732599 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1732731.375000 Penalty: 4646.160645
	Iteration 12Q: 3 clusters Score -1732731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1732803.500000 Penalty: 4646.160645
	Iteration 13Q: 3 clusters Score -1732804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1732845.625000 Penalty: 4646.160645
	Iteration 14Q: 3 clusters Score -1732846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1732873.500000 Penalty: 4646.160645
	Iteration 15Q: 3 clusters Score -1732874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1732892.750000 Penalty: 4646.160645
	Iteration 16Q: 3 clusters Score -1732893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1732906.875000 Penalty: 4646.160645
	Iteration 17Q: 3 clusters Score -1732907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1732923.000000 Penalty: 4646.160645
	Iteration 18Q: 3 clusters Score -1732923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1732928.125000 Penalty: 4646.160645
	Iteration 19Q: 3 clusters Score -1732928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1732939.875000 Penalty: 4646.160645
	Iteration 20F: 3 clusters Score -1732940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1732945.000000 Penalty: 4646.160645
	Iteration 21Q: 3 clusters Score -1732945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1732950.500000 Penalty: 4646.160645
	Iteration 22Q: 3 clusters Score -1732950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1732958.750000 Penalty: 4646.160645
	Iteration 23Q: 3 clusters Score -1732959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1732956.750000 Penalty: 4646.160645
	Iteration 24Q: 3 clusters Score -1732957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1732961.625000 Penalty: 4646.160645
	Iteration 25Q: 3 clusters Score -1732962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1732960.375000 Penalty: 4646.160645
	Iteration 26Q: 3 clusters Score -1732960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1732962.125000 Penalty: 4646.160645
	Iteration 27Q: 3 clusters Score -1732962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1732969.250000 Penalty: 4646.160645
	Iteration 28Q: 3 clusters Score -1732969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1732970.625000 Penalty: 4646.160645
	Iteration 29Q: 3 clusters Score -1732971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1732970.000000 Penalty: 4646.160645
	Iteration 30Q: 3 clusters Score -1732970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1732972.375000 Penalty: 4646.160645
	Iteration 31Q: 3 clusters Score -1732972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1732974.500000 Penalty: 4646.160645
	Iteration 32Q: 3 clusters Score -1732974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1732976.500000 Penalty: 4646.160645
	Iteration 33Q: 3 clusters Score -1732976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1732976.750000 Penalty: 4646.160645
	Iteration 34Q: 3 clusters Score -1732977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1732976.000000 Penalty: 4646.160645
	Iteration 35Q: 3 clusters Score -1732976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1732976.625000 Penalty: 4646.160645
	Iteration 36Q: 3 clusters Score -1732977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1732974.500000 Penalty: 4646.160645
	Iteration 37Q: 3 clusters Score -1732974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1732978.250000 Penalty: 4646.160645
	Iteration 38Q: 3 clusters Score -1732978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1732980.500000 Penalty: 4646.160645
	Iteration 39Q: 3 clusters Score -1732980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1732980.500000 Penalty: 4646.160645
	Iteration 40F: 3 clusters Score -1732980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Entering Unmasked Estep 
Score: -2575325.500000 Penalty: 2438.307373
	Iteration 0F: 2 clusters Score -2575326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2562149.250000 Penalty: 4876.614746
	Iteration 0F: 3 clusters Score -2562149 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2566753.750000 Penalty: 4876.614746
	Iteration 1F: 3 clusters Score -2566754 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2567398.500000 Penalty: 4876.614746
	Iteration 2F: 3 clusters Score -2567398 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2568075.250000 Penalty: 4876.614746
	Iteration 3F: 3 clusters Score -2568075 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2568752.250000 Penalty: 4876.614746
	Iteration 4F: 3 clusters Score -2568752 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2569442.500000 Penalty: 4876.614746
	Iteration 5F: 3 clusters Score -2569442 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2570057.500000 Penalty: 4876.614746
	Iteration 6F: 3 clusters Score -2570058 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2570655.250000 Penalty: 4876.614746
	Iteration 7Q: 3 clusters Score -2570655 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2571242.500000 Penalty: 4876.614746
	Iteration 8Q: 3 clusters Score -2571242 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2571796.750000 Penalty: 4876.614746
	Iteration 9Q: 3 clusters Score -2571797 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2572291.750000 Penalty: 4876.614746
	Iteration 10Q: 3 clusters Score -2572292 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2572683.500000 Penalty: 4876.614746
	Iteration 11Q: 3 clusters Score -2572684 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2573004.250000 Penalty: 4876.614746
	Iteration 12Q: 3 clusters Score -2573004 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2573230.500000 Penalty: 4876.614746
	Iteration 13Q: 3 clusters Score -2573230 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2573392.500000 Penalty: 4876.614746
	Iteration 14Q: 3 clusters Score -2573392 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2573506.750000 Penalty: 4876.614746
	Iteration 15Q: 3 clusters Score -2573507 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2573592.250000 Penalty: 4876.614746
	Iteration 16Q: 3 clusters Score -2573592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2573663.250000 Penalty: 4876.614746
	Iteration 17Q: 3 clusters Score -2573663 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2573718.750000 Penalty: 4876.614746
	Iteration 18Q: 3 clusters Score -2573719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2573739.250000 Penalty: 4876.614746
	Iteration 19Q: 3 clusters Score -2573739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2573755.250000 Penalty: 4876.614746
	Iteration 20F: 3 clusters Score -2573755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2573779.000000 Penalty: 4876.614746
	Iteration 21Q: 3 clusters Score -2573779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2573790.750000 Penalty: 4876.614746
	Iteration 22Q: 3 clusters Score -2573791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2573803.000000 Penalty: 4876.614746
	Iteration 23Q: 3 clusters Score -2573803 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2573806.000000 Penalty: 4876.614746
	Iteration 24Q: 3 clusters Score -2573806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2573815.500000 Penalty: 4876.614746
	Iteration 25Q: 3 clusters Score -2573816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2573822.750000 Penalty: 4876.614746
	Iteration 26Q: 3 clusters Score -2573823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -2573829.500000 Penalty: 4876.614746
	Iteration 27Q: 3 clusters Score -2573830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2573836.000000 Penalty: 4876.614746
	Iteration 28Q: 3 clusters Score -2573836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2573846.750000 Penalty: 4876.614746
	Iteration 29Q: 3 clusters Score -2573847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2573856.250000 Penalty: 4876.614746
	Iteration 30Q: 3 clusters Score -2573856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2573866.500000 Penalty: 4876.614746
	Iteration 31Q: 3 clusters Score -2573866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2573883.250000 Penalty: 4876.614746
	Iteration 32Q: 3 clusters Score -2573883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2573890.500000 Penalty: 4876.614746
	Iteration 33Q: 3 clusters Score -2573890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2573903.000000 Penalty: 4876.614746
	Iteration 34Q: 3 clusters Score -2573903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2573926.000000 Penalty: 4876.614746
	Iteration 35Q: 3 clusters Score -2573926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2573937.500000 Penalty: 4876.614746
	Iteration 36Q: 3 clusters Score -2573938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2573952.500000 Penalty: 4876.614746
	Iteration 37Q: 3 clusters Score -2573952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2573967.500000 Penalty: 4876.614746
	Iteration 38Q: 3 clusters Score -2573968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2573964.500000 Penalty: 4876.614746
	Iteration 39Q: 3 clusters Score -2573964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2573967.000000 Penalty: 4876.614746
	Iteration 40F: 3 clusters Score -2573967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2573968.750000 Penalty: 4876.614746
	Iteration 41Q: 3 clusters Score -2573969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2573969.500000 Penalty: 4876.614746
	Iteration 42Q: 3 clusters Score -2573970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2573969.500000 Penalty: 4876.614746
	Iteration 43F: 3 clusters Score -2573970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Entering Unmasked Estep 
Score: -1603782.500000 Penalty: 2298.872314
	Iteration 0F: 2 clusters Score -1603782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1595793.000000 Penalty: 4597.744629
	Iteration 0F: 3 clusters Score -1595793 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1598154.625000 Penalty: 4597.744629
	Iteration 1F: 3 clusters Score -1598155 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1598462.000000 Penalty: 4597.744629
	Iteration 2F: 3 clusters Score -1598462 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1598725.500000 Penalty: 4597.744629
	Iteration 3F: 3 clusters Score -1598726 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1598930.125000 Penalty: 4597.744629
	Iteration 4Q: 3 clusters Score -1598930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1599143.250000 Penalty: 4597.744629
	Iteration 5Q: 3 clusters Score -1599143 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1599368.375000 Penalty: 4597.744629
	Iteration 6Q: 3 clusters Score -1599368 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1599615.250000 Penalty: 4597.744629
	Iteration 7Q: 3 clusters Score -1599615 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1599897.625000 Penalty: 4597.744629
	Iteration 8Q: 3 clusters Score -1599898 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1600200.375000 Penalty: 4597.744629
	Iteration 9Q: 3 clusters Score -1600200 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1600468.625000 Penalty: 4597.744629
	Iteration 10Q: 3 clusters Score -1600469 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1600733.625000 Penalty: 4597.744629
	Iteration 11Q: 3 clusters Score -1600734 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1600935.250000 Penalty: 4597.744629
	Iteration 12Q: 3 clusters Score -1600935 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1601084.125000 Penalty: 4597.744629
	Iteration 13Q: 3 clusters Score -1601084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1601206.875000 Penalty: 4597.744629
	Iteration 14Q: 3 clusters Score -1601207 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1601321.000000 Penalty: 4597.744629
	Iteration 15Q: 3 clusters Score -1601321 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1601418.125000 Penalty: 4597.744629
	Iteration 16Q: 3 clusters Score -1601418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1601499.250000 Penalty: 4597.744629
	Iteration 17Q: 3 clusters Score -1601499 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1601554.500000 Penalty: 4597.744629
	Iteration 18Q: 3 clusters Score -1601554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1601606.875000 Penalty: 4597.744629
	Iteration 19Q: 3 clusters Score -1601607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1601665.000000 Penalty: 4597.744629
	Iteration 20F: 3 clusters Score -1601665 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1601704.375000 Penalty: 4597.744629
	Iteration 21Q: 3 clusters Score -1601704 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1601731.625000 Penalty: 4597.744629
	Iteration 22Q: 3 clusters Score -1601732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1601742.625000 Penalty: 4597.744629
	Iteration 23Q: 3 clusters Score -1601743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1601752.125000 Penalty: 4597.744629
	Iteration 24Q: 3 clusters Score -1601752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1601755.875000 Penalty: 4597.744629
	Iteration 25Q: 3 clusters Score -1601756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1601768.000000 Penalty: 4597.744629
	Iteration 26Q: 3 clusters Score -1601768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1601771.500000 Penalty: 4597.744629
	Iteration 27Q: 3 clusters Score -1601772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1601777.750000 Penalty: 4597.744629
	Iteration 28Q: 3 clusters Score -1601778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1601782.625000 Penalty: 4597.744629
	Iteration 29Q: 3 clusters Score -1601783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1601790.125000 Penalty: 4597.744629
	Iteration 30Q: 3 clusters Score -1601790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1601796.000000 Penalty: 4597.744629
	Iteration 31Q: 3 clusters Score -1601796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1601800.625000 Penalty: 4597.744629
	Iteration 32Q: 3 clusters Score -1601801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1601812.125000 Penalty: 4597.744629
	Iteration 33Q: 3 clusters Score -1601812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1601817.375000 Penalty: 4597.744629
	Iteration 34Q: 3 clusters Score -1601817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1601819.750000 Penalty: 4597.744629
	Iteration 35Q: 3 clusters Score -1601820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1601820.250000 Penalty: 4597.744629
	Iteration 36Q: 3 clusters Score -1601820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1601821.250000 Penalty: 4597.744629
	Iteration 37Q: 3 clusters Score -1601821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1601822.375000 Penalty: 4597.744629
	Iteration 38Q: 3 clusters Score -1601822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1601823.500000 Penalty: 4597.744629
	Iteration 39Q: 3 clusters Score -1601824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1601830.375000 Penalty: 4597.744629
	Iteration 40F: 3 clusters Score -1601830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1601841.875000 Penalty: 4597.744629
	Iteration 41Q: 3 clusters Score -1601842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1601842.250000 Penalty: 4597.744629
	Iteration 42Q: 3 clusters Score -1601842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1601847.125000 Penalty: 4597.744629
	Iteration 43Q: 3 clusters Score -1601847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1601853.125000 Penalty: 4597.744629
	Iteration 44Q: 3 clusters Score -1601853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1601855.875000 Penalty: 4597.744629
	Iteration 45Q: 3 clusters Score -1601856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1601858.750000 Penalty: 4597.744629
	Iteration 46Q: 3 clusters Score -1601859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1601860.000000 Penalty: 4597.744629
	Iteration 47Q: 3 clusters Score -1601860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1601861.500000 Penalty: 4597.744629
	Iteration 48Q: 3 clusters Score -1601862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1601861.375000 Penalty: 4597.744629
	Iteration 49Q: 3 clusters Score -1601861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1601861.375000 Penalty: 4597.744629
	Iteration 50F: 3 clusters Score -1601861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1783739.125000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1783739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1774795.125000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1774795 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1777639.875000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1777640 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1778189.500000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1778190 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1778728.250000 Penalty: 4660.040039
	Iteration 3F: 3 clusters Score -1778728 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1779264.000000 Penalty: 4660.040039
	Iteration 4F: 3 clusters Score -1779264 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1779783.000000 Penalty: 4660.040039
	Iteration 5F: 3 clusters Score -1779783 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1780326.875000 Penalty: 4660.040039
	Iteration 6F: 3 clusters Score -1780327 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1780828.375000 Penalty: 4660.040039
	Iteration 7F: 3 clusters Score -1780828 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1781264.375000 Penalty: 4660.040039
	Iteration 8F: 3 clusters Score -1781264 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1781576.500000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1781576 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1781787.875000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1781788 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1781906.625000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1781907 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1781970.625000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1781971 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1782005.000000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1782005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1782037.250000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1782037 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1782050.375000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1782050 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1782065.500000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1782066 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1782067.500000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1782068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1782075.125000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1782075 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1782083.250000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1782083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1782086.250000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1782086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1782093.625000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1782094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1782097.750000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1782098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1782100.625000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1782101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1782101.375000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1782101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1782106.000000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1782106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1782108.125000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1782108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1782112.125000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1782112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1782108.125000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1782108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1782116.750000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1782117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1782118.250000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1782118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1782119.750000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1782120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1782118.125000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1782118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1782122.875000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1782123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1782124.500000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1782124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1782127.750000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1782128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1782127.750000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1782128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1782127.250000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1782127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1782126.375000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1782126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1782126.875000 Penalty: 4660.040039
	Iteration 39Q: 3 clusters Score -1782127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1782129.000000 Penalty: 4660.040039
	Iteration 40F: 3 clusters Score -1782129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1782129.375000 Penalty: 4660.040039
	Iteration 41Q: 3 clusters Score -1782129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1782128.250000 Penalty: 4660.040039
	Iteration 42Q: 3 clusters Score -1782128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1782136.500000 Penalty: 4660.040039
	Iteration 43Q: 3 clusters Score -1782136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1782130.125000 Penalty: 4660.040039
	Iteration 44Q: 3 clusters Score -1782130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1782136.625000 Penalty: 4660.040039
	Iteration 45Q: 3 clusters Score -1782137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1782138.875000 Penalty: 4660.040039
	Iteration 46Q: 3 clusters Score -1782139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1782142.250000 Penalty: 4660.040039
	Iteration 47Q: 3 clusters Score -1782142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1782140.250000 Penalty: 4660.040039
	Iteration 48Q: 3 clusters Score -1782140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1782143.500000 Penalty: 4660.040039
	Iteration 49Q: 3 clusters Score -1782144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1782144.125000 Penalty: 4660.040039
	Iteration 50Q: 3 clusters Score -1782144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1782146.125000 Penalty: 4660.040039
	Iteration 51Q: 3 clusters Score -1782146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1782147.000000 Penalty: 4660.040039
	Iteration 52Q: 3 clusters Score -1782147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1782151.625000 Penalty: 4660.040039
	Iteration 53Q: 3 clusters Score -1782152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1782152.250000 Penalty: 4660.040039
	Iteration 54Q: 3 clusters Score -1782152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1782149.750000 Penalty: 4660.040039
	Iteration 55Q: 3 clusters Score -1782150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1782155.750000 Penalty: 4660.040039
	Iteration 56Q: 3 clusters Score -1782156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1782159.625000 Penalty: 4660.040039
	Iteration 57Q: 3 clusters Score -1782160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1782155.875000 Penalty: 4660.040039
	Iteration 58Q: 3 clusters Score -1782156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1782162.125000 Penalty: 4660.040039
	Iteration 59Q: 3 clusters Score -1782162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1782162.375000 Penalty: 4660.040039
	Iteration 60F: 3 clusters Score -1782162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1782161.750000 Penalty: 4660.040039
	Iteration 61Q: 3 clusters Score -1782162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1782164.625000 Penalty: 4660.040039
	Iteration 62Q: 3 clusters Score -1782165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1782166.375000 Penalty: 4660.040039
	Iteration 63Q: 3 clusters Score -1782166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1782164.000000 Penalty: 4660.040039
	Iteration 64Q: 3 clusters Score -1782164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1782165.000000 Penalty: 4660.040039
	Iteration 65Q: 3 clusters Score -1782165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1782163.000000 Penalty: 4660.040039
	Iteration 66Q: 3 clusters Score -1782163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1782163.750000 Penalty: 4660.040039
	Iteration 67Q: 3 clusters Score -1782164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1782164.500000 Penalty: 4660.040039
	Iteration 68Q: 3 clusters Score -1782164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1782165.125000 Penalty: 4660.040039
	Iteration 69Q: 3 clusters Score -1782165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1782165.375000 Penalty: 4660.040039
	Iteration 70Q: 3 clusters Score -1782165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1782165.375000 Penalty: 4660.040039
	Iteration 71F: 3 clusters Score -1782165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1156757.500000 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1156758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1150237.625000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1150238 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1152187.125000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1152187 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1152644.375000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1152644 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1153069.500000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -1153070 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1153458.125000 Penalty: 4466.071777
	Iteration 4F: 3 clusters Score -1153458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1153795.500000 Penalty: 4466.071777
	Iteration 5F: 3 clusters Score -1153796 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1154062.375000 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -1154062 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1154283.125000 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1154283 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1154431.500000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1154432 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1154562.125000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1154562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1154662.375000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1154662 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1154730.000000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1154730 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1154788.000000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1154788 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1154840.375000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1154840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1154897.000000 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1154897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1154948.625000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1154949 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1155003.875000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1155004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1155026.375000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1155026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1155054.500000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1155054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1155073.625000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1155074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1155085.875000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1155086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1155106.500000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1155106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1155122.500000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1155122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1155145.125000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1155145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1155161.250000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1155161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1155176.750000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1155177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1155185.625000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1155186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1155194.250000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1155194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1155200.500000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1155200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1155207.625000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1155208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1155222.750000 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1155223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1155237.250000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1155237 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1155255.750000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1155256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1155267.125000 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1155267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1155276.750000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1155277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1155293.250000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1155293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1155303.375000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1155303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1155308.625000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1155309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1155314.375000 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1155314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1155317.750000 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1155318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1155323.125000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1155323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1155331.375000 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -1155331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1155332.125000 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -1155332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1155333.625000 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -1155334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1155337.375000 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -1155337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1155338.375000 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -1155338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1155336.625000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -1155337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1155339.125000 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -1155339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1155337.375000 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -1155337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1155337.625000 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -1155338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1155339.750000 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -1155340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1155338.750000 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -1155339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1155339.000000 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -1155339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1155338.625000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -1155339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1155338.625000 Penalty: 4466.071777
	Iteration 54F: 3 clusters Score -1155339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Entering Unmasked Estep 
Score: -4771847.000000 Penalty: 2572.896973
	Iteration 0F: 2 clusters Score -4771847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4750028.000000 Penalty: 5145.793945
	Iteration 0F: 3 clusters Score -4750028 nChanged 14426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -4757838.000000 Penalty: 5145.793945
	Iteration 1F: 3 clusters Score -4757838 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4758236.000000 Penalty: 5145.793945
	Iteration 2Q: 3 clusters Score -4758236 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -4758564.000000 Penalty: 5145.793945
	Iteration 3Q: 3 clusters Score -4758564 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4758901.500000 Penalty: 5145.793945
	Iteration 4Q: 3 clusters Score -4758902 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4759296.500000 Penalty: 5145.793945
	Iteration 5Q: 3 clusters Score -4759296 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4759743.500000 Penalty: 5145.793945
	Iteration 6Q: 3 clusters Score -4759744 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -4760357.500000 Penalty: 5145.793945
	Iteration 7Q: 3 clusters Score -4760358 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -4761270.000000 Penalty: 5145.793945
	Iteration 8Q: 3 clusters Score -4761270 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -4762524.000000 Penalty: 5145.793945
	Iteration 9F: 3 clusters Score -4762524 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4763994.500000 Penalty: 5145.793945
	Iteration 10F: 3 clusters Score -4763994 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4765524.000000 Penalty: 5145.793945
	Iteration 11F: 3 clusters Score -4765524 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4766948.500000 Penalty: 5145.793945
	Iteration 12F: 3 clusters Score -4766948 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4767971.000000 Penalty: 5145.793945
	Iteration 13Q: 3 clusters Score -4767971 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4768638.000000 Penalty: 5145.793945
	Iteration 14Q: 3 clusters Score -4768638 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4769025.000000 Penalty: 5145.793945
	Iteration 15Q: 3 clusters Score -4769025 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4769249.500000 Penalty: 5145.793945
	Iteration 16Q: 3 clusters Score -4769250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4769388.500000 Penalty: 5145.793945
	Iteration 17Q: 3 clusters Score -4769388 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4769461.000000 Penalty: 5145.793945
	Iteration 18Q: 3 clusters Score -4769461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4769507.000000 Penalty: 5145.793945
	Iteration 19Q: 3 clusters Score -4769507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4769525.500000 Penalty: 5145.793945
	Iteration 20F: 3 clusters Score -4769526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4769538.000000 Penalty: 5145.793945
	Iteration 21Q: 3 clusters Score -4769538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4769553.500000 Penalty: 5145.793945
	Iteration 22Q: 3 clusters Score -4769554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4769556.000000 Penalty: 5145.793945
	Iteration 23Q: 3 clusters Score -4769556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4769558.500000 Penalty: 5145.793945
	Iteration 24Q: 3 clusters Score -4769558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4769560.500000 Penalty: 5145.793945
	Iteration 25Q: 3 clusters Score -4769560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4769561.500000 Penalty: 5145.793945
	Iteration 26Q: 3 clusters Score -4769562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4769565.000000 Penalty: 5145.793945
	Iteration 27Q: 3 clusters Score -4769565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4769564.500000 Penalty: 5145.793945
	Iteration 28Q: 3 clusters Score -4769564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4769574.500000 Penalty: 5145.793945
	Iteration 29Q: 3 clusters Score -4769574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4769578.500000 Penalty: 5145.793945
	Iteration 30Q: 3 clusters Score -4769578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4769578.000000 Penalty: 5145.793945
	Iteration 31Q: 3 clusters Score -4769578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4769578.000000 Penalty: 5145.793945
	Iteration 32F: 3 clusters Score -4769578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58642.066406 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58642.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57260.132812 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57260.13 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57541.925781 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57541.93 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57736.789062 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -57736.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58015.980469 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -58015.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58130.585938 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -58130.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58278.863281 Penalty: 3069.378906
	Iteration 5F: 3 clusters Score -58278.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58401.507812 Penalty: 3069.378906
	Iteration 6F: 3 clusters Score -58401.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58501.753906 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58501.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58573.718750 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58573.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58616.308594 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -58616.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58627.316406 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -58627.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58634.890625 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -58634.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58675.703125 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -58675.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58689.531250 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -58689.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58702.019531 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -58702.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58714.835938 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -58714.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58714.835938 Penalty: 3069.378906
	Iteration 16F: 3 clusters Score -58714.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 139 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57978 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99025 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 348 members 
Entering Unmasked Estep 
Score: -115071664.000000 Penalty: 171962.734375
Splitting cluster 13 changes total score from -115073256.000000 to -115071664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -1448029.875000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -1448030 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 4888 members 
Entering Unmasked Estep 
Score: -1440405.000000 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -1440405 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1442565.000000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -1442565 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1442811.750000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -1442812 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1442968.125000 Penalty: 4556.584473
	Iteration 3Q: 3 clusters Score -1442968 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1443086.375000 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -1443086 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1443177.125000 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -1443177 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1443251.750000 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -1443252 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1443307.375000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -1443307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1443352.625000 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -1443353 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1443398.875000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -1443399 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1443444.250000 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -1443444 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1443494.125000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -1443494 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1443553.750000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -1443554 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1443624.375000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -1443624 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1443735.000000 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -1443735 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1443849.500000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -1443850 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1443994.500000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -1443994 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1444180.375000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -1444180 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1444413.625000 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -1444414 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1444697.750000 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -1444698 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1444994.625000 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -1444995 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1445268.625000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -1445269 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1445498.750000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -1445499 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1445682.500000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -1445682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1445831.500000 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -1445832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1445913.750000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -1445914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1445974.875000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -1445975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1446020.000000 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -1446020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1446060.625000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -1446061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1446090.375000 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -1446090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1446106.875000 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -1446107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1446121.750000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -1446122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1446127.125000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -1446127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1446132.875000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -1446133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1446137.875000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -1446138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1446145.000000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -1446145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1446153.375000 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -1446153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1446151.000000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -1446151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1446155.500000 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -1446156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1446156.000000 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -1446156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1446156.500000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -1446156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1446156.750000 Penalty: 4556.584473
	Iteration 41Q: 3 clusters Score -1446157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1446159.250000 Penalty: 4556.584473
	Iteration 42Q: 3 clusters Score -1446159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1446162.250000 Penalty: 4556.584473
	Iteration 43Q: 3 clusters Score -1446162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1446162.250000 Penalty: 4556.584473
	Iteration 44F: 3 clusters Score -1446162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Entering Unmasked Estep 
Score: -8467449.000000 Penalty: 2729.848145
	Iteration 0F: 2 clusters Score -8467449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -8426945.000000 Penalty: 5459.696289
	Iteration 0F: 3 clusters Score -8426945 nChanged 27997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8443264.000000 Penalty: 5459.696289
	Iteration 1F: 3 clusters Score -8443264 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -8444398.000000 Penalty: 5459.696289
	Iteration 2Q: 3 clusters Score -8444398 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8445672.000000 Penalty: 5459.696289
	Iteration 3Q: 3 clusters Score -8445672 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -8447093.000000 Penalty: 5459.696289
	Iteration 4F: 3 clusters Score -8447093 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -8448828.000000 Penalty: 5459.696289
	Iteration 5F: 3 clusters Score -8448828 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -8450550.000000 Penalty: 5459.696289
	Iteration 6F: 3 clusters Score -8450550 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -8452373.000000 Penalty: 5459.696289
	Iteration 7F: 3 clusters Score -8452373 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -8454341.000000 Penalty: 5459.696289
	Iteration 8F: 3 clusters Score -8454341 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -8456458.000000 Penalty: 5459.696289
	Iteration 9F: 3 clusters Score -8456458 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -8458581.000000 Penalty: 5459.696289
	Iteration 10F: 3 clusters Score -8458581 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -8460752.000000 Penalty: 5459.696289
	Iteration 11Q: 3 clusters Score -8460752 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8462631.000000 Penalty: 5459.696289
	Iteration 12Q: 3 clusters Score -8462631 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -8463927.000000 Penalty: 5459.696289
	Iteration 13Q: 3 clusters Score -8463927 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8464825.000000 Penalty: 5459.696289
	Iteration 14Q: 3 clusters Score -8464825 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8465391.000000 Penalty: 5459.696289
	Iteration 15Q: 3 clusters Score -8465391 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8465824.000000 Penalty: 5459.696289
	Iteration 16Q: 3 clusters Score -8465824 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8466085.000000 Penalty: 5459.696289
	Iteration 17Q: 3 clusters Score -8466085 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8466238.000000 Penalty: 5459.696289
	Iteration 18Q: 3 clusters Score -8466238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8466331.000000 Penalty: 5459.696289
	Iteration 19Q: 3 clusters Score -8466331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8466429.000000 Penalty: 5459.696289
	Iteration 20F: 3 clusters Score -8466429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8466466.000000 Penalty: 5459.696289
	Iteration 21Q: 3 clusters Score -8466466 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8466499.000000 Penalty: 5459.696289
	Iteration 22Q: 3 clusters Score -8466499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8466521.000000 Penalty: 5459.696289
	Iteration 23Q: 3 clusters Score -8466521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8466540.000000 Penalty: 5459.696289
	Iteration 24Q: 3 clusters Score -8466540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8466542.000000 Penalty: 5459.696289
	Iteration 25Q: 3 clusters Score -8466542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8466566.000000 Penalty: 5459.696289
	Iteration 26Q: 3 clusters Score -8466566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8466572.000000 Penalty: 5459.696289
	Iteration 27Q: 3 clusters Score -8466572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8466573.000000 Penalty: 5459.696289
	Iteration 28Q: 3 clusters Score -8466573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8466580.000000 Penalty: 5459.696289
	Iteration 29Q: 3 clusters Score -8466580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8466589.000000 Penalty: 5459.696289
	Iteration 30Q: 3 clusters Score -8466589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8466587.000000 Penalty: 5459.696289
	Iteration 31Q: 3 clusters Score -8466587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58752 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8466578.000000 Penalty: 5459.696289
	Iteration 32Q: 3 clusters Score -8466578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8466598.000000 Penalty: 5459.696289
	Iteration 33Q: 3 clusters Score -8466598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8466599.000000 Penalty: 5459.696289
	Iteration 34Q: 3 clusters Score -8466599 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8466604.000000 Penalty: 5459.696289
	Iteration 35Q: 3 clusters Score -8466604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8466601.000000 Penalty: 5459.696289
	Iteration 36Q: 3 clusters Score -8466601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8466609.000000 Penalty: 5459.696289
	Iteration 37Q: 3 clusters Score -8466609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8466619.000000 Penalty: 5459.696289
	Iteration 38Q: 3 clusters Score -8466619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8466619.000000 Penalty: 5459.696289
	Iteration 39Q: 3 clusters Score -8466619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58793 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8466632.000000 Penalty: 5459.696289
	Iteration 40F: 3 clusters Score -8466632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8466630.000000 Penalty: 5459.696289
	Iteration 41Q: 3 clusters Score -8466630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8466633.000000 Penalty: 5459.696289
	Iteration 42Q: 3 clusters Score -8466633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8466636.000000 Penalty: 5459.696289
	Iteration 43Q: 3 clusters Score -8466636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8466642.000000 Penalty: 5459.696289
	Iteration 44Q: 3 clusters Score -8466642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58809 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8466651.000000 Penalty: 5459.696289
	Iteration 45Q: 3 clusters Score -8466651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8466650.000000 Penalty: 5459.696289
	Iteration 46Q: 3 clusters Score -8466650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8466651.000000 Penalty: 5459.696289
	Iteration 47Q: 3 clusters Score -8466651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8466661.000000 Penalty: 5459.696289
	Iteration 48Q: 3 clusters Score -8466661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8466665.000000 Penalty: 5459.696289
	Iteration 49Q: 3 clusters Score -8466665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8466672.000000 Penalty: 5459.696289
	Iteration 50Q: 3 clusters Score -8466672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8466672.000000 Penalty: 5459.696289
	Iteration 51Q: 3 clusters Score -8466672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8466678.000000 Penalty: 5459.696289
	Iteration 52Q: 3 clusters Score -8466678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8466677.000000 Penalty: 5459.696289
	Iteration 53Q: 3 clusters Score -8466677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8466683.000000 Penalty: 5459.696289
	Iteration 54Q: 3 clusters Score -8466683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8466683.000000 Penalty: 5459.696289
	Iteration 55Q: 3 clusters Score -8466683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8466695.000000 Penalty: 5459.696289
	Iteration 56Q: 3 clusters Score -8466695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8466682.000000 Penalty: 5459.696289
	Iteration 57Q: 3 clusters Score -8466682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8466687.000000 Penalty: 5459.696289
	Iteration 58Q: 3 clusters Score -8466687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8466686.000000 Penalty: 5459.696289
	Iteration 59Q: 3 clusters Score -8466686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8466694.000000 Penalty: 5459.696289
	Iteration 60F: 3 clusters Score -8466694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8466695.000000 Penalty: 5459.696289
	Iteration 61Q: 3 clusters Score -8466695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8466694.000000 Penalty: 5459.696289
	Iteration 62Q: 3 clusters Score -8466694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8466692.000000 Penalty: 5459.696289
	Iteration 63Q: 3 clusters Score -8466692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8466702.000000 Penalty: 5459.696289
	Iteration 64Q: 3 clusters Score -8466702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8466702.000000 Penalty: 5459.696289
	Iteration 65F: 3 clusters Score -8466702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1429612.375000 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1429612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1422026.250000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1422026 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1424185.500000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1424186 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1424545.125000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1424545 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1424829.125000 Penalty: 4554.600098
	Iteration 3F: 3 clusters Score -1424829 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1425083.500000 Penalty: 4554.600098
	Iteration 4Q: 3 clusters Score -1425084 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1425360.875000 Penalty: 4554.600098
	Iteration 5Q: 3 clusters Score -1425361 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1425672.750000 Penalty: 4554.600098
	Iteration 6Q: 3 clusters Score -1425673 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1425969.500000 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1425970 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1426240.875000 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1426241 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1426454.125000 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1426454 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1426632.125000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1426632 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1426782.500000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1426782 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1426906.125000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1426906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1427012.875000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1427013 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1427099.750000 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1427100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1427166.250000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1427166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1427217.250000 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1427217 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1427275.500000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1427276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1427330.875000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1427331 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1427373.625000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1427374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1427406.500000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1427406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1427431.000000 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1427431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1427445.250000 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1427445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1427458.250000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1427458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1427464.000000 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1427464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1427475.375000 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1427475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1427484.875000 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1427485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1427505.375000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1427505 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1427517.625000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1427518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1427539.750000 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1427540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1427556.000000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1427556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1427578.875000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1427579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1427597.500000 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1427598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1427613.750000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1427614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1427638.250000 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1427638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1427669.625000 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1427670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1427711.000000 Penalty: 4554.600098
	Iteration 36Q: 3 clusters Score -1427711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1427741.375000 Penalty: 4554.600098
	Iteration 37Q: 3 clusters Score -1427741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1427781.625000 Penalty: 4554.600098
	Iteration 38Q: 3 clusters Score -1427782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1427806.750000 Penalty: 4554.600098
	Iteration 39Q: 3 clusters Score -1427807 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1427838.625000 Penalty: 4554.600098
	Iteration 40F: 3 clusters Score -1427839 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1427869.750000 Penalty: 4554.600098
	Iteration 41Q: 3 clusters Score -1427870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1427899.625000 Penalty: 4554.600098
	Iteration 42Q: 3 clusters Score -1427900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1427927.125000 Penalty: 4554.600098
	Iteration 43Q: 3 clusters Score -1427927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1427952.250000 Penalty: 4554.600098
	Iteration 44Q: 3 clusters Score -1427952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1427966.750000 Penalty: 4554.600098
	Iteration 45Q: 3 clusters Score -1427967 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1427990.750000 Penalty: 4554.600098
	Iteration 46Q: 3 clusters Score -1427991 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1428004.500000 Penalty: 4554.600098
	Iteration 47Q: 3 clusters Score -1428004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1428015.125000 Penalty: 4554.600098
	Iteration 48Q: 3 clusters Score -1428015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1428023.125000 Penalty: 4554.600098
	Iteration 49Q: 3 clusters Score -1428023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1428026.250000 Penalty: 4554.600098
	Iteration 50Q: 3 clusters Score -1428026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1428030.250000 Penalty: 4554.600098
	Iteration 51Q: 3 clusters Score -1428030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1428041.250000 Penalty: 4554.600098
	Iteration 52Q: 3 clusters Score -1428041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1428047.000000 Penalty: 4554.600098
	Iteration 53Q: 3 clusters Score -1428047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1428052.000000 Penalty: 4554.600098
	Iteration 54Q: 3 clusters Score -1428052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1428055.750000 Penalty: 4554.600098
	Iteration 55Q: 3 clusters Score -1428056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1428056.000000 Penalty: 4554.600098
	Iteration 56Q: 3 clusters Score -1428056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1428065.375000 Penalty: 4554.600098
	Iteration 57Q: 3 clusters Score -1428065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1428067.375000 Penalty: 4554.600098
	Iteration 58Q: 3 clusters Score -1428067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1428065.000000 Penalty: 4554.600098
	Iteration 59Q: 3 clusters Score -1428065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1428064.250000 Penalty: 4554.600098
	Iteration 60F: 3 clusters Score -1428064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1428065.625000 Penalty: 4554.600098
	Iteration 61Q: 3 clusters Score -1428066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1428068.625000 Penalty: 4554.600098
	Iteration 62Q: 3 clusters Score -1428069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1428069.750000 Penalty: 4554.600098
	Iteration 63Q: 3 clusters Score -1428070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1428071.250000 Penalty: 4554.600098
	Iteration 64Q: 3 clusters Score -1428071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1428071.250000 Penalty: 4554.600098
	Iteration 65F: 3 clusters Score -1428071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -764407.187500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -764407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -759560.312500 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -759560.3 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -760884.062500 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -760884.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -761325.812500 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -761325.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -761797.750000 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -761797.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -762271.500000 Penalty: 4273.511719
	Iteration 4F: 3 clusters Score -762271.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -762630.250000 Penalty: 4273.511719
	Iteration 5F: 3 clusters Score -762630.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -762878.437500 Penalty: 4273.511719
	Iteration 6F: 3 clusters Score -762878.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -763072.312500 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -763072.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -763240.187500 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -763240.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -763359.500000 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -763359.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -763416.312500 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -763416.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -763454.625000 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -763454.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -763480.687500 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -763480.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -763506.312500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -763506.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -763523.500000 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -763523.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -763538.500000 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -763538.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -763557.437500 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -763557.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -763567.437500 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -763567.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -763583.437500 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -763583.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -763594.000000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -763594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -763605.375000 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -763605.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -763614.625000 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -763614.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -763625.250000 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -763625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -763641.250000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -763641.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -763655.937500 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -763655.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -763665.750000 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -763665.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -763674.000000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -763674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -763679.937500 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -763679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -763685.250000 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -763685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -763687.875000 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -763687.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -763691.000000 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -763691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -763694.812500 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -763694.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -763699.000000 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -763699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -763701.312500 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -763701.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -763704.500000 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -763704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -763715.437500 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -763715.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -763725.187500 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -763725.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -763734.937500 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -763734.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -763742.187500 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -763742.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -763748.375000 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -763748.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -763750.062500 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -763750.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -763752.625000 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -763752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -763760.937500 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -763760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -763769.062500 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -763769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -763775.187500 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -763775.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -763779.750000 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -763779.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -763785.687500 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -763785.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -763791.812500 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -763791.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -763798.812500 Penalty: 4273.511719
	Iteration 48Q: 3 clusters Score -763798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -763801.937500 Penalty: 4273.511719
	Iteration 49Q: 3 clusters Score -763801.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -763804.062500 Penalty: 4273.511719
	Iteration 50Q: 3 clusters Score -763804.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -763806.000000 Penalty: 4273.511719
	Iteration 51Q: 3 clusters Score -763806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -763808.000000 Penalty: 4273.511719
	Iteration 52Q: 3 clusters Score -763808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -763808.187500 Penalty: 4273.511719
	Iteration 53Q: 3 clusters Score -763808.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -763809.500000 Penalty: 4273.511719
	Iteration 54Q: 3 clusters Score -763809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -763812.687500 Penalty: 4273.511719
	Iteration 55Q: 3 clusters Score -763812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -763814.812500 Penalty: 4273.511719
	Iteration 56Q: 3 clusters Score -763814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -763819.187500 Penalty: 4273.511719
	Iteration 57Q: 3 clusters Score -763819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -763819.375000 Penalty: 4273.511719
	Iteration 58Q: 3 clusters Score -763819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -763821.562500 Penalty: 4273.511719
	Iteration 59Q: 3 clusters Score -763821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -763823.187500 Penalty: 4273.511719
	Iteration 60F: 3 clusters Score -763823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -763824.187500 Penalty: 4273.511719
	Iteration 61Q: 3 clusters Score -763824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -763827.250000 Penalty: 4273.511719
	Iteration 62Q: 3 clusters Score -763827.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -763827.812500 Penalty: 4273.511719
	Iteration 63Q: 3 clusters Score -763827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -763831.812500 Penalty: 4273.511719
	Iteration 64Q: 3 clusters Score -763831.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -763838.500000 Penalty: 4273.511719
	Iteration 65Q: 3 clusters Score -763838.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -763851.875000 Penalty: 4273.511719
	Iteration 66Q: 3 clusters Score -763851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -763874.750000 Penalty: 4273.511719
	Iteration 67Q: 3 clusters Score -763874.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -763898.812500 Penalty: 4273.511719
	Iteration 68Q: 3 clusters Score -763898.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -763926.250000 Penalty: 4273.511719
	Iteration 69Q: 3 clusters Score -763926.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -763958.312500 Penalty: 4273.511719
	Iteration 70Q: 3 clusters Score -763958.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -763981.375000 Penalty: 4273.511719
	Iteration 71Q: 3 clusters Score -763981.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -764005.625000 Penalty: 4273.511719
	Iteration 72Q: 3 clusters Score -764005.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -764021.500000 Penalty: 4273.511719
	Iteration 73Q: 3 clusters Score -764021.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -764041.500000 Penalty: 4273.511719
	Iteration 74Q: 3 clusters Score -764041.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -764057.437500 Penalty: 4273.511719
	Iteration 75Q: 3 clusters Score -764057.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -764084.312500 Penalty: 4273.511719
	Iteration 76Q: 3 clusters Score -764084.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -764108.062500 Penalty: 4273.511719
	Iteration 77Q: 3 clusters Score -764108.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -764122.437500 Penalty: 4273.511719
	Iteration 78Q: 3 clusters Score -764122.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -764133.875000 Penalty: 4273.511719
	Iteration 79Q: 3 clusters Score -764133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -764147.125000 Penalty: 4273.511719
	Iteration 80F: 3 clusters Score -764147.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -764170.375000 Penalty: 4273.511719
	Iteration 81Q: 3 clusters Score -764170.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -764191.500000 Penalty: 4273.511719
	Iteration 82Q: 3 clusters Score -764191.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -764206.250000 Penalty: 4273.511719
	Iteration 83Q: 3 clusters Score -764206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -764212.625000 Penalty: 4273.511719
	Iteration 84Q: 3 clusters Score -764212.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -764219.500000 Penalty: 4273.511719
	Iteration 85Q: 3 clusters Score -764219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -764223.937500 Penalty: 4273.511719
	Iteration 86Q: 3 clusters Score -764223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -764224.312500 Penalty: 4273.511719
	Iteration 87Q: 3 clusters Score -764224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -764224.375000 Penalty: 4273.511719
	Iteration 88Q: 3 clusters Score -764224.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -764226.000000 Penalty: 4273.511719
	Iteration 89Q: 3 clusters Score -764226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -764228.812500 Penalty: 4273.511719
	Iteration 90Q: 3 clusters Score -764228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -764228.812500 Penalty: 4273.511719
	Iteration 91F: 3 clusters Score -764228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -107421.882812 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -107421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105712.625000 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -105712.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -106112.992188 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -106113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106427.710938 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -106427.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -106692.062500 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -106692.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -106960.453125 Penalty: 3390.251465
	Iteration 4F: 3 clusters Score -106960.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -107108.671875 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -107108.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107190.218750 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -107190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107258.187500 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -107258.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107294.875000 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -107294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107308.343750 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -107308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107318.234375 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -107318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107321.015625 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -107321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107321.015625 Penalty: 3390.251465
	Iteration 12F: 3 clusters Score -107321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -1224731.500000 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -1224732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1218049.875000 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -1218050 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1219918.625000 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -1219919 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1220252.625000 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -1220253 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1220535.250000 Penalty: 4479.066895
	Iteration 3F: 3 clusters Score -1220535 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1220795.500000 Penalty: 4479.066895
	Iteration 4Q: 3 clusters Score -1220796 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1221037.375000 Penalty: 4479.066895
	Iteration 5Q: 3 clusters Score -1221037 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1221240.875000 Penalty: 4479.066895
	Iteration 6Q: 3 clusters Score -1221241 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1221391.125000 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -1221391 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1221505.875000 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -1221506 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1221598.000000 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -1221598 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1221681.625000 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -1221682 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1221747.250000 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -1221747 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1221797.875000 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -1221798 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1221841.375000 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -1221841 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1221892.875000 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -1221893 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1221939.500000 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -1221940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1221975.250000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -1221975 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1222005.875000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -1222006 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1222040.250000 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -1222040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1222073.250000 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -1222073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1222095.750000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -1222096 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1222124.125000 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -1222124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1222155.625000 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -1222156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1222179.875000 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -1222180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1222205.500000 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -1222206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1222227.125000 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -1222227 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1222252.750000 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -1222253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1222283.250000 Penalty: 4479.066895
	Iteration 27Q: 3 clusters Score -1222283 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1222307.750000 Penalty: 4479.066895
	Iteration 28Q: 3 clusters Score -1222308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1222327.500000 Penalty: 4479.066895
	Iteration 29Q: 3 clusters Score -1222328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1222348.625000 Penalty: 4479.066895
	Iteration 30Q: 3 clusters Score -1222349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1222360.625000 Penalty: 4479.066895
	Iteration 31Q: 3 clusters Score -1222361 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1222375.000000 Penalty: 4479.066895
	Iteration 32Q: 3 clusters Score -1222375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1222393.250000 Penalty: 4479.066895
	Iteration 33Q: 3 clusters Score -1222393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1222411.750000 Penalty: 4479.066895
	Iteration 34Q: 3 clusters Score -1222412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1222431.375000 Penalty: 4479.066895
	Iteration 35Q: 3 clusters Score -1222431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1222449.125000 Penalty: 4479.066895
	Iteration 36Q: 3 clusters Score -1222449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1222465.750000 Penalty: 4479.066895
	Iteration 37Q: 3 clusters Score -1222466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1222481.125000 Penalty: 4479.066895
	Iteration 38Q: 3 clusters Score -1222481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1222495.750000 Penalty: 4479.066895
	Iteration 39Q: 3 clusters Score -1222496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1222512.375000 Penalty: 4479.066895
	Iteration 40F: 3 clusters Score -1222512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1222527.625000 Penalty: 4479.066895
	Iteration 41Q: 3 clusters Score -1222528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1222541.875000 Penalty: 4479.066895
	Iteration 42Q: 3 clusters Score -1222542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1222557.375000 Penalty: 4479.066895
	Iteration 43Q: 3 clusters Score -1222557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1222566.875000 Penalty: 4479.066895
	Iteration 44Q: 3 clusters Score -1222567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1222575.250000 Penalty: 4479.066895
	Iteration 45Q: 3 clusters Score -1222575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1222584.875000 Penalty: 4479.066895
	Iteration 46Q: 3 clusters Score -1222585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1222596.625000 Penalty: 4479.066895
	Iteration 47Q: 3 clusters Score -1222597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1222608.500000 Penalty: 4479.066895
	Iteration 48Q: 3 clusters Score -1222608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1222627.750000 Penalty: 4479.066895
	Iteration 49Q: 3 clusters Score -1222628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1222645.875000 Penalty: 4479.066895
	Iteration 50Q: 3 clusters Score -1222646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1222661.875000 Penalty: 4479.066895
	Iteration 51Q: 3 clusters Score -1222662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1222689.125000 Penalty: 4479.066895
	Iteration 52Q: 3 clusters Score -1222689 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1222710.500000 Penalty: 4479.066895
	Iteration 53Q: 3 clusters Score -1222710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1222732.125000 Penalty: 4479.066895
	Iteration 54Q: 3 clusters Score -1222732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1222750.750000 Penalty: 4479.066895
	Iteration 55Q: 3 clusters Score -1222751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1222769.750000 Penalty: 4479.066895
	Iteration 56Q: 3 clusters Score -1222770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1222784.375000 Penalty: 4479.066895
	Iteration 57Q: 3 clusters Score -1222784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1222795.375000 Penalty: 4479.066895
	Iteration 58Q: 3 clusters Score -1222795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1222812.875000 Penalty: 4479.066895
	Iteration 59Q: 3 clusters Score -1222813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1222827.750000 Penalty: 4479.066895
	Iteration 60F: 3 clusters Score -1222828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1222837.250000 Penalty: 4479.066895
	Iteration 61Q: 3 clusters Score -1222837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1222847.125000 Penalty: 4479.066895
	Iteration 62Q: 3 clusters Score -1222847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1222859.250000 Penalty: 4479.066895
	Iteration 63Q: 3 clusters Score -1222859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1222867.500000 Penalty: 4479.066895
	Iteration 64Q: 3 clusters Score -1222868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1222879.250000 Penalty: 4479.066895
	Iteration 65Q: 3 clusters Score -1222879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1222894.375000 Penalty: 4479.066895
	Iteration 66Q: 3 clusters Score -1222894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1222902.500000 Penalty: 4479.066895
	Iteration 67Q: 3 clusters Score -1222902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1222913.000000 Penalty: 4479.066895
	Iteration 68Q: 3 clusters Score -1222913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1222929.250000 Penalty: 4479.066895
	Iteration 69Q: 3 clusters Score -1222929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1222944.500000 Penalty: 4479.066895
	Iteration 70Q: 3 clusters Score -1222944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1222950.625000 Penalty: 4479.066895
	Iteration 71Q: 3 clusters Score -1222951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1222957.625000 Penalty: 4479.066895
	Iteration 72Q: 3 clusters Score -1222958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1222966.875000 Penalty: 4479.066895
	Iteration 73Q: 3 clusters Score -1222967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1222975.500000 Penalty: 4479.066895
	Iteration 74Q: 3 clusters Score -1222976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1222986.500000 Penalty: 4479.066895
	Iteration 75Q: 3 clusters Score -1222986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1222994.500000 Penalty: 4479.066895
	Iteration 76Q: 3 clusters Score -1222994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1223004.875000 Penalty: 4479.066895
	Iteration 77Q: 3 clusters Score -1223005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1223017.250000 Penalty: 4479.066895
	Iteration 78Q: 3 clusters Score -1223017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1223024.500000 Penalty: 4479.066895
	Iteration 79Q: 3 clusters Score -1223024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1223031.375000 Penalty: 4479.066895
	Iteration 80F: 3 clusters Score -1223031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1223036.500000 Penalty: 4479.066895
	Iteration 81Q: 3 clusters Score -1223036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1223041.000000 Penalty: 4479.066895
	Iteration 82Q: 3 clusters Score -1223041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1223045.375000 Penalty: 4479.066895
	Iteration 83Q: 3 clusters Score -1223045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1223047.375000 Penalty: 4479.066895
	Iteration 84Q: 3 clusters Score -1223047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1223050.750000 Penalty: 4479.066895
	Iteration 85Q: 3 clusters Score -1223051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1223050.250000 Penalty: 4479.066895
	Iteration 86Q: 3 clusters Score -1223050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1223051.500000 Penalty: 4479.066895
	Iteration 87Q: 3 clusters Score -1223052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1223051.500000 Penalty: 4479.066895
	Iteration 88F: 3 clusters Score -1223052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1444184.000000 Penalty: 2275.123047
	Iteration 0F: 2 clusters Score -1444184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1436770.375000 Penalty: 4550.246094
	Iteration 0F: 3 clusters Score -1436770 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1438993.375000 Penalty: 4550.246094
	Iteration 1F: 3 clusters Score -1438993 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1439317.375000 Penalty: 4550.246094
	Iteration 2F: 3 clusters Score -1439317 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1439615.625000 Penalty: 4550.246094
	Iteration 3F: 3 clusters Score -1439616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1439894.750000 Penalty: 4550.246094
	Iteration 4F: 3 clusters Score -1439895 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1440119.375000 Penalty: 4550.246094
	Iteration 5Q: 3 clusters Score -1440119 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1440308.250000 Penalty: 4550.246094
	Iteration 6Q: 3 clusters Score -1440308 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1440495.625000 Penalty: 4550.246094
	Iteration 7Q: 3 clusters Score -1440496 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1440687.875000 Penalty: 4550.246094
	Iteration 8Q: 3 clusters Score -1440688 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1440885.125000 Penalty: 4550.246094
	Iteration 9Q: 3 clusters Score -1440885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1441082.125000 Penalty: 4550.246094
	Iteration 10Q: 3 clusters Score -1441082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1441238.125000 Penalty: 4550.246094
	Iteration 11Q: 3 clusters Score -1441238 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1441395.750000 Penalty: 4550.246094
	Iteration 12Q: 3 clusters Score -1441396 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1441524.125000 Penalty: 4550.246094
	Iteration 13Q: 3 clusters Score -1441524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1441619.500000 Penalty: 4550.246094
	Iteration 14Q: 3 clusters Score -1441620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1441681.125000 Penalty: 4550.246094
	Iteration 15Q: 3 clusters Score -1441681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1441724.375000 Penalty: 4550.246094
	Iteration 16Q: 3 clusters Score -1441724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1441747.375000 Penalty: 4550.246094
	Iteration 17Q: 3 clusters Score -1441747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1441773.250000 Penalty: 4550.246094
	Iteration 18Q: 3 clusters Score -1441773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1441798.125000 Penalty: 4550.246094
	Iteration 19Q: 3 clusters Score -1441798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1441819.375000 Penalty: 4550.246094
	Iteration 20F: 3 clusters Score -1441819 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1441830.125000 Penalty: 4550.246094
	Iteration 21Q: 3 clusters Score -1441830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1441844.375000 Penalty: 4550.246094
	Iteration 22Q: 3 clusters Score -1441844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1441849.625000 Penalty: 4550.246094
	Iteration 23Q: 3 clusters Score -1441850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1441855.500000 Penalty: 4550.246094
	Iteration 24Q: 3 clusters Score -1441856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1441858.750000 Penalty: 4550.246094
	Iteration 25Q: 3 clusters Score -1441859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1441863.500000 Penalty: 4550.246094
	Iteration 26Q: 3 clusters Score -1441864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1441869.125000 Penalty: 4550.246094
	Iteration 27Q: 3 clusters Score -1441869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1441872.375000 Penalty: 4550.246094
	Iteration 28Q: 3 clusters Score -1441872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1441875.750000 Penalty: 4550.246094
	Iteration 29Q: 3 clusters Score -1441876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1441878.750000 Penalty: 4550.246094
	Iteration 30Q: 3 clusters Score -1441879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1441882.375000 Penalty: 4550.246094
	Iteration 31Q: 3 clusters Score -1441882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1441879.500000 Penalty: 4550.246094
	Iteration 32Q: 3 clusters Score -1441880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1441884.125000 Penalty: 4550.246094
	Iteration 33Q: 3 clusters Score -1441884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1441884.500000 Penalty: 4550.246094
	Iteration 34Q: 3 clusters Score -1441884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1441886.000000 Penalty: 4550.246094
	Iteration 35Q: 3 clusters Score -1441886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1441885.625000 Penalty: 4550.246094
	Iteration 36Q: 3 clusters Score -1441886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1441886.375000 Penalty: 4550.246094
	Iteration 37Q: 3 clusters Score -1441886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1441890.250000 Penalty: 4550.246094
	Iteration 38Q: 3 clusters Score -1441890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1441894.000000 Penalty: 4550.246094
	Iteration 39Q: 3 clusters Score -1441894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1441896.250000 Penalty: 4550.246094
	Iteration 40F: 3 clusters Score -1441896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1441898.125000 Penalty: 4550.246094
	Iteration 41Q: 3 clusters Score -1441898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1441901.500000 Penalty: 4550.246094
	Iteration 42Q: 3 clusters Score -1441902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1441903.250000 Penalty: 4550.246094
	Iteration 43Q: 3 clusters Score -1441903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1441903.250000 Penalty: 4550.246094
	Iteration 44Q: 3 clusters Score -1441903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1441902.500000 Penalty: 4550.246094
	Iteration 45Q: 3 clusters Score -1441902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1441902.750000 Penalty: 4550.246094
	Iteration 46Q: 3 clusters Score -1441903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1441902.750000 Penalty: 4550.246094
	Iteration 47F: 3 clusters Score -1441903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -783848.812500 Penalty: 2159.824463
	Iteration 0F: 2 clusters Score -783848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -778811.187500 Penalty: 4319.648926
	Iteration 0F: 3 clusters Score -778811.2 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -780600.187500 Penalty: 4319.648926
	Iteration 1F: 3 clusters Score -780600.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -781256.250000 Penalty: 4319.648926
	Iteration 2F: 3 clusters Score -781256.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -781744.625000 Penalty: 4319.648926
	Iteration 3F: 3 clusters Score -781744.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -782096.875000 Penalty: 4319.648926
	Iteration 4F: 3 clusters Score -782096.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -782331.500000 Penalty: 4319.648926
	Iteration 5F: 3 clusters Score -782331.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -782514.125000 Penalty: 4319.648926
	Iteration 6Q: 3 clusters Score -782514.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -782652.812500 Penalty: 4319.648926
	Iteration 7Q: 3 clusters Score -782652.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -782746.812500 Penalty: 4319.648926
	Iteration 8Q: 3 clusters Score -782746.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -782823.000000 Penalty: 4319.648926
	Iteration 9Q: 3 clusters Score -782823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -782908.687500 Penalty: 4319.648926
	Iteration 10Q: 3 clusters Score -782908.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -782958.625000 Penalty: 4319.648926
	Iteration 11Q: 3 clusters Score -782958.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -782988.812500 Penalty: 4319.648926
	Iteration 12Q: 3 clusters Score -782988.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -783022.187500 Penalty: 4319.648926
	Iteration 13Q: 3 clusters Score -783022.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -783046.187500 Penalty: 4319.648926
	Iteration 14Q: 3 clusters Score -783046.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -783067.625000 Penalty: 4319.648926
	Iteration 15Q: 3 clusters Score -783067.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -783088.125000 Penalty: 4319.648926
	Iteration 16Q: 3 clusters Score -783088.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -783100.625000 Penalty: 4319.648926
	Iteration 17Q: 3 clusters Score -783100.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -783108.875000 Penalty: 4319.648926
	Iteration 18Q: 3 clusters Score -783108.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -783120.000000 Penalty: 4319.648926
	Iteration 19Q: 3 clusters Score -783120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -783128.562500 Penalty: 4319.648926
	Iteration 20F: 3 clusters Score -783128.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -783142.812500 Penalty: 4319.648926
	Iteration 21Q: 3 clusters Score -783142.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -783152.375000 Penalty: 4319.648926
	Iteration 22Q: 3 clusters Score -783152.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -783165.687500 Penalty: 4319.648926
	Iteration 23Q: 3 clusters Score -783165.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -783185.250000 Penalty: 4319.648926
	Iteration 24Q: 3 clusters Score -783185.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -783202.437500 Penalty: 4319.648926
	Iteration 25Q: 3 clusters Score -783202.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -783219.937500 Penalty: 4319.648926
	Iteration 26Q: 3 clusters Score -783219.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -783236.250000 Penalty: 4319.648926
	Iteration 27Q: 3 clusters Score -783236.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -783256.312500 Penalty: 4319.648926
	Iteration 28Q: 3 clusters Score -783256.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -783277.875000 Penalty: 4319.648926
	Iteration 29Q: 3 clusters Score -783277.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -783292.937500 Penalty: 4319.648926
	Iteration 30Q: 3 clusters Score -783292.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -783303.562500 Penalty: 4319.648926
	Iteration 31Q: 3 clusters Score -783303.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -783311.062500 Penalty: 4319.648926
	Iteration 32Q: 3 clusters Score -783311.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -783317.250000 Penalty: 4319.648926
	Iteration 33Q: 3 clusters Score -783317.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -783327.750000 Penalty: 4319.648926
	Iteration 34Q: 3 clusters Score -783327.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -783338.500000 Penalty: 4319.648926
	Iteration 35Q: 3 clusters Score -783338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -783347.500000 Penalty: 4319.648926
	Iteration 36Q: 3 clusters Score -783347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -783353.937500 Penalty: 4319.648926
	Iteration 37Q: 3 clusters Score -783353.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -783360.000000 Penalty: 4319.648926
	Iteration 38Q: 3 clusters Score -783360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -783368.500000 Penalty: 4319.648926
	Iteration 39Q: 3 clusters Score -783368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -783379.812500 Penalty: 4319.648926
	Iteration 40F: 3 clusters Score -783379.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -783392.812500 Penalty: 4319.648926
	Iteration 41Q: 3 clusters Score -783392.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -783408.500000 Penalty: 4319.648926
	Iteration 42Q: 3 clusters Score -783408.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -783431.875000 Penalty: 4319.648926
	Iteration 43Q: 3 clusters Score -783431.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -783460.125000 Penalty: 4319.648926
	Iteration 44Q: 3 clusters Score -783460.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -783488.062500 Penalty: 4319.648926
	Iteration 45Q: 3 clusters Score -783488.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -783511.937500 Penalty: 4319.648926
	Iteration 46Q: 3 clusters Score -783511.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -783528.687500 Penalty: 4319.648926
	Iteration 47Q: 3 clusters Score -783528.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -783543.562500 Penalty: 4319.648926
	Iteration 48Q: 3 clusters Score -783543.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -783555.937500 Penalty: 4319.648926
	Iteration 49Q: 3 clusters Score -783555.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -783565.125000 Penalty: 4319.648926
	Iteration 50Q: 3 clusters Score -783565.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -783571.687500 Penalty: 4319.648926
	Iteration 51Q: 3 clusters Score -783571.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -783578.125000 Penalty: 4319.648926
	Iteration 52Q: 3 clusters Score -783578.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -783586.937500 Penalty: 4319.648926
	Iteration 53Q: 3 clusters Score -783586.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -783594.125000 Penalty: 4319.648926
	Iteration 54Q: 3 clusters Score -783594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -783596.500000 Penalty: 4319.648926
	Iteration 55Q: 3 clusters Score -783596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -783598.187500 Penalty: 4319.648926
	Iteration 56Q: 3 clusters Score -783598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -783599.437500 Penalty: 4319.648926
	Iteration 57Q: 3 clusters Score -783599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -783601.750000 Penalty: 4319.648926
	Iteration 58Q: 3 clusters Score -783601.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -783601.250000 Penalty: 4319.648926
	Iteration 59Q: 3 clusters Score -783601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -783601.937500 Penalty: 4319.648926
	Iteration 60F: 3 clusters Score -783601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -783601.000000 Penalty: 4319.648926
	Iteration 61Q: 3 clusters Score -783601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -783601.312500 Penalty: 4319.648926
	Iteration 62Q: 3 clusters Score -783601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -783601.062500 Penalty: 4319.648926
	Iteration 63Q: 3 clusters Score -783601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -783601.062500 Penalty: 4319.648926
	Iteration 64F: 3 clusters Score -783601.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1238855.875000 Penalty: 2238.432373
	Iteration 0F: 2 clusters Score -1238856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1232240.625000 Penalty: 4476.864746
	Iteration 0F: 3 clusters Score -1232241 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1234008.250000 Penalty: 4476.864746
	Iteration 1F: 3 clusters Score -1234008 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1234331.625000 Penalty: 4476.864746
	Iteration 2F: 3 clusters Score -1234332 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1234594.750000 Penalty: 4476.864746
	Iteration 3F: 3 clusters Score -1234595 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1234812.000000 Penalty: 4476.864746
	Iteration 4F: 3 clusters Score -1234812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1235002.375000 Penalty: 4476.864746
	Iteration 5Q: 3 clusters Score -1235002 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1235192.500000 Penalty: 4476.864746
	Iteration 6Q: 3 clusters Score -1235192 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1235391.375000 Penalty: 4476.864746
	Iteration 7Q: 3 clusters Score -1235391 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1235573.000000 Penalty: 4476.864746
	Iteration 8Q: 3 clusters Score -1235573 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1235752.250000 Penalty: 4476.864746
	Iteration 9Q: 3 clusters Score -1235752 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1235916.000000 Penalty: 4476.864746
	Iteration 10Q: 3 clusters Score -1235916 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1236080.500000 Penalty: 4476.864746
	Iteration 11Q: 3 clusters Score -1236080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1236234.500000 Penalty: 4476.864746
	Iteration 12Q: 3 clusters Score -1236234 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1236387.625000 Penalty: 4476.864746
	Iteration 13Q: 3 clusters Score -1236388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1236507.750000 Penalty: 4476.864746
	Iteration 14Q: 3 clusters Score -1236508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1236605.500000 Penalty: 4476.864746
	Iteration 15Q: 3 clusters Score -1236606 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1236706.125000 Penalty: 4476.864746
	Iteration 16Q: 3 clusters Score -1236706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1236778.250000 Penalty: 4476.864746
	Iteration 17Q: 3 clusters Score -1236778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1236831.250000 Penalty: 4476.864746
	Iteration 18Q: 3 clusters Score -1236831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1236873.375000 Penalty: 4476.864746
	Iteration 19Q: 3 clusters Score -1236873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1236902.000000 Penalty: 4476.864746
	Iteration 20F: 3 clusters Score -1236902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1236919.375000 Penalty: 4476.864746
	Iteration 21Q: 3 clusters Score -1236919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1236925.375000 Penalty: 4476.864746
	Iteration 22Q: 3 clusters Score -1236925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1236933.250000 Penalty: 4476.864746
	Iteration 23Q: 3 clusters Score -1236933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1236937.750000 Penalty: 4476.864746
	Iteration 24Q: 3 clusters Score -1236938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1236944.125000 Penalty: 4476.864746
	Iteration 25Q: 3 clusters Score -1236944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1236950.500000 Penalty: 4476.864746
	Iteration 26Q: 3 clusters Score -1236950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1236956.250000 Penalty: 4476.864746
	Iteration 27Q: 3 clusters Score -1236956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1236960.250000 Penalty: 4476.864746
	Iteration 28Q: 3 clusters Score -1236960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1236964.125000 Penalty: 4476.864746
	Iteration 29Q: 3 clusters Score -1236964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1236969.625000 Penalty: 4476.864746
	Iteration 30Q: 3 clusters Score -1236970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1236973.250000 Penalty: 4476.864746
	Iteration 31Q: 3 clusters Score -1236973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1236973.750000 Penalty: 4476.864746
	Iteration 32Q: 3 clusters Score -1236974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1236977.500000 Penalty: 4476.864746
	Iteration 33Q: 3 clusters Score -1236978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1236980.375000 Penalty: 4476.864746
	Iteration 34Q: 3 clusters Score -1236980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1236980.375000 Penalty: 4476.864746
	Iteration 35Q: 3 clusters Score -1236980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1236980.375000 Penalty: 4476.864746
	Iteration 36F: 3 clusters Score -1236980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -456136.406250 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -456136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -452765.406250 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -452765.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -453568.125000 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -453568.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -453800.281250 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -453800.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -453958.906250 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -453958.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -454107.656250 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -454107.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -454262.656250 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -454262.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -454425.406250 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -454425.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -454625.593750 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -454625.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -454832.812500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -454832.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -455032.875000 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -455032.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -455176.375000 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -455176.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -455242.906250 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -455242.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -455285.031250 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -455285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -455317.187500 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -455317.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -455341.656250 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -455341.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -455360.187500 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -455360.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -455389.156250 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -455389.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -455414.812500 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -455414.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -455436.468750 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -455436.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -455464.875000 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -455464.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -455493.000000 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -455493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -455518.250000 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -455518.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -455540.906250 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -455540.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -455550.906250 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -455550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -455555.625000 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -455555.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -455562.218750 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -455562.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -455565.218750 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -455565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -455570.218750 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -455570.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -455572.375000 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -455572.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -455575.656250 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -455575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -455578.625000 Penalty: 4005.025879
	Iteration 30Q: 3 clusters Score -455578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -455580.156250 Penalty: 4005.025879
	Iteration 31Q: 3 clusters Score -455580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -455581.062500 Penalty: 4005.025879
	Iteration 32Q: 3 clusters Score -455581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -455583.156250 Penalty: 4005.025879
	Iteration 33Q: 3 clusters Score -455583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -455583.531250 Penalty: 4005.025879
	Iteration 34Q: 3 clusters Score -455583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -455583.500000 Penalty: 4005.025879
	Iteration 35Q: 3 clusters Score -455583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -455584.125000 Penalty: 4005.025879
	Iteration 36Q: 3 clusters Score -455584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -455583.812500 Penalty: 4005.025879
	Iteration 37Q: 3 clusters Score -455583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -455583.812500 Penalty: 4005.025879
	Iteration 38F: 3 clusters Score -455583.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -2871778.000000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -2871778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2858061.000000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -2858061 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2862902.000000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -2862902 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2863645.500000 Penalty: 4898.196777
	Iteration 2F: 3 clusters Score -2863646 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2864531.000000 Penalty: 4898.196777
	Iteration 3F: 3 clusters Score -2864531 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2865518.000000 Penalty: 4898.196777
	Iteration 4F: 3 clusters Score -2865518 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2866461.000000 Penalty: 4898.196777
	Iteration 5F: 3 clusters Score -2866461 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2867253.000000 Penalty: 4898.196777
	Iteration 6F: 3 clusters Score -2867253 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2867897.750000 Penalty: 4898.196777
	Iteration 7Q: 3 clusters Score -2867898 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2868455.000000 Penalty: 4898.196777
	Iteration 8Q: 3 clusters Score -2868455 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -2868957.500000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -2868958 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2869427.500000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -2869428 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2869821.250000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -2869821 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2870112.500000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -2870112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2870322.000000 Penalty: 4898.196777
	Iteration 13Q: 3 clusters Score -2870322 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2870455.250000 Penalty: 4898.196777
	Iteration 14Q: 3 clusters Score -2870455 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2870526.000000 Penalty: 4898.196777
	Iteration 15Q: 3 clusters Score -2870526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2870572.250000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -2870572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2870595.250000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -2870595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2870620.000000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -2870620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2870632.500000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -2870632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2870657.000000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -2870657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2870671.000000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -2870671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2870664.500000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -2870664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2870676.500000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -2870676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2870673.500000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -2870674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2870680.250000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -2870680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2870680.000000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -2870680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2870686.250000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -2870686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2870685.250000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -2870685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2870684.750000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -2870685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2870684.750000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -2870685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2870684.750000 Penalty: 4898.196777
	Iteration 31F: 3 clusters Score -2870685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -606510.500000 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -606510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -602420.375000 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -602420.4 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -603412.187500 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -603412.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -603629.062500 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -603629.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -603756.062500 Penalty: 4154.083496
	Iteration 3F: 3 clusters Score -603756.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -603857.500000 Penalty: 4154.083496
	Iteration 4Q: 3 clusters Score -603857.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -603946.000000 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -603946 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -604033.937500 Penalty: 4154.083496
	Iteration 6Q: 3 clusters Score -604033.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -604125.312500 Penalty: 4154.083496
	Iteration 7Q: 3 clusters Score -604125.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -604241.625000 Penalty: 4154.083496
	Iteration 8Q: 3 clusters Score -604241.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -604381.812500 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -604381.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -604555.062500 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -604555.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -604751.875000 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -604751.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -604903.562500 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -604903.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -605053.687500 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -605053.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -605196.437500 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -605196.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -605321.562500 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -605321.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -605419.125000 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -605419.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -605500.812500 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -605500.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -605550.062500 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -605550.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -605577.437500 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -605577.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -605604.562500 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -605604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -605628.750000 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -605628.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -605647.250000 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -605647.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -605659.562500 Penalty: 4154.083496
	Iteration 23Q: 3 clusters Score -605659.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -605666.000000 Penalty: 4154.083496
	Iteration 24Q: 3 clusters Score -605666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -605668.312500 Penalty: 4154.083496
	Iteration 25Q: 3 clusters Score -605668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -605670.125000 Penalty: 4154.083496
	Iteration 26Q: 3 clusters Score -605670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -605671.187500 Penalty: 4154.083496
	Iteration 27Q: 3 clusters Score -605671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -605674.500000 Penalty: 4154.083496
	Iteration 28Q: 3 clusters Score -605674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -605675.250000 Penalty: 4154.083496
	Iteration 29Q: 3 clusters Score -605675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -605673.625000 Penalty: 4154.083496
	Iteration 30Q: 3 clusters Score -605673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -605674.000000 Penalty: 4154.083496
	Iteration 31Q: 3 clusters Score -605674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -605674.000000 Penalty: 4154.083496
	Iteration 32F: 3 clusters Score -605674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1092550.625000 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -1092551 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 3637 members 
Entering Unmasked Estep 
Score: -1086551.125000 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -1086551 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1088110.750000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -1088111 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1088334.125000 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -1088334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1088472.250000 Penalty: 4412.979492
	Iteration 3Q: 3 clusters Score -1088472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1088561.125000 Penalty: 4412.979492
	Iteration 4Q: 3 clusters Score -1088561 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1088631.500000 Penalty: 4412.979492
	Iteration 5Q: 3 clusters Score -1088632 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1088682.250000 Penalty: 4412.979492
	Iteration 6Q: 3 clusters Score -1088682 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1088730.875000 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -1088731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1088772.250000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -1088772 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1088813.500000 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -1088814 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1088849.750000 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -1088850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1088881.125000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -1088881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1088911.625000 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -1088912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1088935.250000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -1088935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1088958.625000 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -1088959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1088986.250000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -1088986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1089009.250000 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -1089009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1089035.750000 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -1089036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1089071.750000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -1089072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1089110.250000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -1089110 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1089160.750000 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -1089161 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1089211.125000 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -1089211 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1089276.375000 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -1089276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1089352.125000 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -1089352 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1089445.875000 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -1089446 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1089555.500000 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -1089556 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1089684.625000 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -1089685 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1089793.500000 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -1089794 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1089904.875000 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -1089905 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1090005.625000 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -1090006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1090111.500000 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -1090112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1090217.500000 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -1090218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1090303.125000 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -1090303 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1090376.750000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -1090377 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1090428.375000 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -1090428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1090456.750000 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -1090457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1090485.125000 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -1090485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1090504.750000 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -1090505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1090527.625000 Penalty: 4412.979492
	Iteration 38Q: 3 clusters Score -1090528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1090544.875000 Penalty: 4412.979492
	Iteration 39Q: 3 clusters Score -1090545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1090556.500000 Penalty: 4412.979492
	Iteration 40F: 3 clusters Score -1090556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1090571.000000 Penalty: 4412.979492
	Iteration 41Q: 3 clusters Score -1090571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1090578.250000 Penalty: 4412.979492
	Iteration 42Q: 3 clusters Score -1090578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1090588.000000 Penalty: 4412.979492
	Iteration 43Q: 3 clusters Score -1090588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1090593.000000 Penalty: 4412.979492
	Iteration 44Q: 3 clusters Score -1090593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1090593.875000 Penalty: 4412.979492
	Iteration 45Q: 3 clusters Score -1090594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1090594.625000 Penalty: 4412.979492
	Iteration 46Q: 3 clusters Score -1090595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1090595.625000 Penalty: 4412.979492
	Iteration 47Q: 3 clusters Score -1090596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1090599.000000 Penalty: 4412.979492
	Iteration 48Q: 3 clusters Score -1090599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1090602.125000 Penalty: 4412.979492
	Iteration 49Q: 3 clusters Score -1090602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1090602.250000 Penalty: 4412.979492
	Iteration 50Q: 3 clusters Score -1090602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1090605.625000 Penalty: 4412.979492
	Iteration 51Q: 3 clusters Score -1090606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1090610.125000 Penalty: 4412.979492
	Iteration 52Q: 3 clusters Score -1090610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1090610.625000 Penalty: 4412.979492
	Iteration 53Q: 3 clusters Score -1090611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1090610.625000 Penalty: 4412.979492
	Iteration 54Q: 3 clusters Score -1090611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1090613.625000 Penalty: 4412.979492
	Iteration 55Q: 3 clusters Score -1090614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1090618.125000 Penalty: 4412.979492
	Iteration 56Q: 3 clusters Score -1090618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1090620.375000 Penalty: 4412.979492
	Iteration 57Q: 3 clusters Score -1090620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1090621.000000 Penalty: 4412.979492
	Iteration 58Q: 3 clusters Score -1090621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1090622.750000 Penalty: 4412.979492
	Iteration 59Q: 3 clusters Score -1090623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1090623.500000 Penalty: 4412.979492
	Iteration 60F: 3 clusters Score -1090624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1090625.375000 Penalty: 4412.979492
	Iteration 61Q: 3 clusters Score -1090625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1090626.750000 Penalty: 4412.979492
	Iteration 62Q: 3 clusters Score -1090627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1090627.375000 Penalty: 4412.979492
	Iteration 63Q: 3 clusters Score -1090627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1090627.375000 Penalty: 4412.979492
	Iteration 64F: 3 clusters Score -1090627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -328260.218750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -328260.2 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 1210 members 
Entering Unmasked Estep 
Score: -325495.062500 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -325495.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -326187.250000 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -326187.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -326546.937500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -326546.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -326843.812500 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -326843.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -327080.687500 Penalty: 3849.403076
	Iteration 4F: 3 clusters Score -327080.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -327269.812500 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -327269.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -327438.593750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -327438.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -327655.937500 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -327655.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -327973.812500 Penalty: 3849.403076
	Iteration 8F: 3 clusters Score -327973.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -328351.156250 Penalty: 3849.403076
	Iteration 9F: 3 clusters Score -328351.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -328695.062500 Penalty: 3849.403076
	Iteration 10F: 3 clusters Score -328695.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -328773.500000 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -328773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -328787.500000 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -328787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328789.375000 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -328789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -328789.375000 Penalty: 3849.403076
	Iteration 14F: 3 clusters Score -328789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 1219 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57978 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99025 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1128 members 
Entering Unmasked Estep 
Score: -115072392.000000 Penalty: 171962.734375
Splitting cluster 27 changes total score from -115073256.000000 to -115072392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1220859.000000 Penalty: 2257.538574
	Iteration 0F: 2 clusters Score -1220859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1213937.000000 Penalty: 4515.077148
	Iteration 0F: 3 clusters Score -1213937 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1216205.750000 Penalty: 4515.077148
	Iteration 1F: 3 clusters Score -1216206 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1216714.750000 Penalty: 4515.077148
	Iteration 2F: 3 clusters Score -1216715 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1217113.375000 Penalty: 4515.077148
	Iteration 3F: 3 clusters Score -1217113 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1217437.000000 Penalty: 4515.077148
	Iteration 4F: 3 clusters Score -1217437 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1217685.750000 Penalty: 4515.077148
	Iteration 5Q: 3 clusters Score -1217686 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1217871.625000 Penalty: 4515.077148
	Iteration 6Q: 3 clusters Score -1217872 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1218019.375000 Penalty: 4515.077148
	Iteration 7Q: 3 clusters Score -1218019 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1218142.500000 Penalty: 4515.077148
	Iteration 8Q: 3 clusters Score -1218142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1218241.750000 Penalty: 4515.077148
	Iteration 9Q: 3 clusters Score -1218242 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1218303.125000 Penalty: 4515.077148
	Iteration 10Q: 3 clusters Score -1218303 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1218358.250000 Penalty: 4515.077148
	Iteration 11Q: 3 clusters Score -1218358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1218408.875000 Penalty: 4515.077148
	Iteration 12Q: 3 clusters Score -1218409 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1218448.750000 Penalty: 4515.077148
	Iteration 13Q: 3 clusters Score -1218449 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1218480.000000 Penalty: 4515.077148
	Iteration 14Q: 3 clusters Score -1218480 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1218513.875000 Penalty: 4515.077148
	Iteration 15Q: 3 clusters Score -1218514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1218560.125000 Penalty: 4515.077148
	Iteration 16Q: 3 clusters Score -1218560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1218606.000000 Penalty: 4515.077148
	Iteration 17Q: 3 clusters Score -1218606 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1218638.875000 Penalty: 4515.077148
	Iteration 18Q: 3 clusters Score -1218639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1218673.750000 Penalty: 4515.077148
	Iteration 19Q: 3 clusters Score -1218674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1218707.500000 Penalty: 4515.077148
	Iteration 20F: 3 clusters Score -1218708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1218750.625000 Penalty: 4515.077148
	Iteration 21Q: 3 clusters Score -1218751 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1218796.625000 Penalty: 4515.077148
	Iteration 22Q: 3 clusters Score -1218797 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1218847.125000 Penalty: 4515.077148
	Iteration 23Q: 3 clusters Score -1218847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1218887.125000 Penalty: 4515.077148
	Iteration 24Q: 3 clusters Score -1218887 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1218924.375000 Penalty: 4515.077148
	Iteration 25Q: 3 clusters Score -1218924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1218957.750000 Penalty: 4515.077148
	Iteration 26Q: 3 clusters Score -1218958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1218993.000000 Penalty: 4515.077148
	Iteration 27Q: 3 clusters Score -1218993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1219020.125000 Penalty: 4515.077148
	Iteration 28Q: 3 clusters Score -1219020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1219052.000000 Penalty: 4515.077148
	Iteration 29Q: 3 clusters Score -1219052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1219082.000000 Penalty: 4515.077148
	Iteration 30Q: 3 clusters Score -1219082 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1219107.625000 Penalty: 4515.077148
	Iteration 31Q: 3 clusters Score -1219108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1219135.250000 Penalty: 4515.077148
	Iteration 32Q: 3 clusters Score -1219135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1219151.250000 Penalty: 4515.077148
	Iteration 33Q: 3 clusters Score -1219151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1219163.500000 Penalty: 4515.077148
	Iteration 34Q: 3 clusters Score -1219164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1219168.875000 Penalty: 4515.077148
	Iteration 35Q: 3 clusters Score -1219169 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1219178.500000 Penalty: 4515.077148
	Iteration 36Q: 3 clusters Score -1219178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1219188.625000 Penalty: 4515.077148
	Iteration 37Q: 3 clusters Score -1219189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1219191.625000 Penalty: 4515.077148
	Iteration 38Q: 3 clusters Score -1219192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1219199.500000 Penalty: 4515.077148
	Iteration 39Q: 3 clusters Score -1219200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1219198.750000 Penalty: 4515.077148
	Iteration 40F: 3 clusters Score -1219199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1219204.875000 Penalty: 4515.077148
	Iteration 41Q: 3 clusters Score -1219205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1219206.125000 Penalty: 4515.077148
	Iteration 42Q: 3 clusters Score -1219206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1219208.875000 Penalty: 4515.077148
	Iteration 43Q: 3 clusters Score -1219209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1219212.750000 Penalty: 4515.077148
	Iteration 44Q: 3 clusters Score -1219213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1219212.375000 Penalty: 4515.077148
	Iteration 45Q: 3 clusters Score -1219212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1219214.250000 Penalty: 4515.077148
	Iteration 46Q: 3 clusters Score -1219214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1219214.125000 Penalty: 4515.077148
	Iteration 47Q: 3 clusters Score -1219214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1219216.500000 Penalty: 4515.077148
	Iteration 48Q: 3 clusters Score -1219216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1219220.125000 Penalty: 4515.077148
	Iteration 49Q: 3 clusters Score -1219220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1219221.500000 Penalty: 4515.077148
	Iteration 50Q: 3 clusters Score -1219222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1219223.250000 Penalty: 4515.077148
	Iteration 51Q: 3 clusters Score -1219223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1219225.000000 Penalty: 4515.077148
	Iteration 52Q: 3 clusters Score -1219225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1219225.875000 Penalty: 4515.077148
	Iteration 53Q: 3 clusters Score -1219226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1219226.000000 Penalty: 4515.077148
	Iteration 54Q: 3 clusters Score -1219226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1219227.375000 Penalty: 4515.077148
	Iteration 55Q: 3 clusters Score -1219227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1219229.000000 Penalty: 4515.077148
	Iteration 56Q: 3 clusters Score -1219229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1219227.000000 Penalty: 4515.077148
	Iteration 57Q: 3 clusters Score -1219227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1219230.000000 Penalty: 4515.077148
	Iteration 58Q: 3 clusters Score -1219230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1219230.625000 Penalty: 4515.077148
	Iteration 59Q: 3 clusters Score -1219231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1219230.250000 Penalty: 4515.077148
	Iteration 60F: 3 clusters Score -1219230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1219232.750000 Penalty: 4515.077148
	Iteration 61Q: 3 clusters Score -1219233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1219234.250000 Penalty: 4515.077148
	Iteration 62Q: 3 clusters Score -1219234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1219234.750000 Penalty: 4515.077148
	Iteration 63Q: 3 clusters Score -1219235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1219236.000000 Penalty: 4515.077148
	Iteration 64Q: 3 clusters Score -1219236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1219234.125000 Penalty: 4515.077148
	Iteration 65Q: 3 clusters Score -1219234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1219237.250000 Penalty: 4515.077148
	Iteration 66Q: 3 clusters Score -1219237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1219238.000000 Penalty: 4515.077148
	Iteration 67Q: 3 clusters Score -1219238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1219238.000000 Penalty: 4515.077148
	Iteration 68F: 3 clusters Score -1219238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Entering Unmasked Estep 
Score: -8680902.000000 Penalty: 2720.019043
	Iteration 0F: 2 clusters Score -8680902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -8642066.000000 Penalty: 5440.038086
	Iteration 0F: 3 clusters Score -8642066 nChanged 26933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -8657508.000000 Penalty: 5440.038086
	Iteration 1F: 3 clusters Score -8657508 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -8658533.000000 Penalty: 5440.038086
	Iteration 2Q: 3 clusters Score -8658533 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -8659796.000000 Penalty: 5440.038086
	Iteration 3F: 3 clusters Score -8659796 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -8661405.000000 Penalty: 5440.038086
	Iteration 4F: 3 clusters Score -8661405 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -8663335.000000 Penalty: 5440.038086
	Iteration 5F: 3 clusters Score -8663335 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -8665314.000000 Penalty: 5440.038086
	Iteration 6F: 3 clusters Score -8665314 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -8667153.000000 Penalty: 5440.038086
	Iteration 7F: 3 clusters Score -8667153 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8668720.000000 Penalty: 5440.038086
	Iteration 8F: 3 clusters Score -8668720 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8670193.000000 Penalty: 5440.038086
	Iteration 9Q: 3 clusters Score -8670193 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8671391.000000 Penalty: 5440.038086
	Iteration 10Q: 3 clusters Score -8671391 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -8672597.000000 Penalty: 5440.038086
	Iteration 11Q: 3 clusters Score -8672597 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -8673790.000000 Penalty: 5440.038086
	Iteration 12Q: 3 clusters Score -8673790 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -8674930.000000 Penalty: 5440.038086
	Iteration 13Q: 3 clusters Score -8674930 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -8675931.000000 Penalty: 5440.038086
	Iteration 14Q: 3 clusters Score -8675931 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -8676890.000000 Penalty: 5440.038086
	Iteration 15Q: 3 clusters Score -8676890 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -8677458.000000 Penalty: 5440.038086
	Iteration 16Q: 3 clusters Score -8677458 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -8677807.000000 Penalty: 5440.038086
	Iteration 17Q: 3 clusters Score -8677807 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -8678079.000000 Penalty: 5440.038086
	Iteration 18Q: 3 clusters Score -8678079 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -8678238.000000 Penalty: 5440.038086
	Iteration 19Q: 3 clusters Score -8678238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -8678338.000000 Penalty: 5440.038086
	Iteration 20F: 3 clusters Score -8678338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -8678404.000000 Penalty: 5440.038086
	Iteration 21Q: 3 clusters Score -8678404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -8678433.000000 Penalty: 5440.038086
	Iteration 22Q: 3 clusters Score -8678433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -8678456.000000 Penalty: 5440.038086
	Iteration 23Q: 3 clusters Score -8678456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -8678517.000000 Penalty: 5440.038086
	Iteration 24Q: 3 clusters Score -8678517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5440.038086
	Iteration 25Q: 3 clusters Score -8678543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -8678535.000000 Penalty: 5440.038086
	Iteration 26Q: 3 clusters Score -8678535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -8678531.000000 Penalty: 5440.038086
	Iteration 27Q: 3 clusters Score -8678531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -8678546.000000 Penalty: 5440.038086
	Iteration 28Q: 3 clusters Score -8678546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -8678545.000000 Penalty: 5440.038086
	Iteration 29Q: 3 clusters Score -8678545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -8678544.000000 Penalty: 5440.038086
	Iteration 30Q: 3 clusters Score -8678544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5440.038086
	Iteration 31Q: 3 clusters Score -8678543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5440.038086
	Iteration 32Q: 3 clusters Score -8678543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -8678542.000000 Penalty: 5440.038086
	Iteration 33Q: 3 clusters Score -8678542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5440.038086
	Iteration 34Q: 3 clusters Score -8678543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5440.038086
	Iteration 35Q: 3 clusters Score -8678543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -8678544.000000 Penalty: 5440.038086
	Iteration 36Q: 3 clusters Score -8678544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -8678548.000000 Penalty: 5440.038086
	Iteration 37Q: 3 clusters Score -8678548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -8678547.000000 Penalty: 5440.038086
	Iteration 38Q: 3 clusters Score -8678547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -8678550.000000 Penalty: 5440.038086
	Iteration 39Q: 3 clusters Score -8678550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -8678552.000000 Penalty: 5440.038086
	Iteration 40F: 3 clusters Score -8678552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -8678556.000000 Penalty: 5440.038086
	Iteration 41Q: 3 clusters Score -8678556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -8678562.000000 Penalty: 5440.038086
	Iteration 42Q: 3 clusters Score -8678562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8678563.000000 Penalty: 5440.038086
	Iteration 43Q: 3 clusters Score -8678563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -8678565.000000 Penalty: 5440.038086
	Iteration 44Q: 3 clusters Score -8678565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8678572.000000 Penalty: 5440.038086
	Iteration 45Q: 3 clusters Score -8678572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -8678568.000000 Penalty: 5440.038086
	Iteration 46Q: 3 clusters Score -8678568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -8678572.000000 Penalty: 5440.038086
	Iteration 47Q: 3 clusters Score -8678572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -8678570.000000 Penalty: 5440.038086
	Iteration 48Q: 3 clusters Score -8678570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -8678575.000000 Penalty: 5440.038086
	Iteration 49Q: 3 clusters Score -8678575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -8678572.000000 Penalty: 5440.038086
	Iteration 50Q: 3 clusters Score -8678572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8678575.000000 Penalty: 5440.038086
	Iteration 51Q: 3 clusters Score -8678575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8678575.000000 Penalty: 5440.038086
	Iteration 52F: 3 clusters Score -8678575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1973189.500000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1973190 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 6593 members 
Entering Unmasked Estep 
Score: -1963360.250000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1963360 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1966440.625000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1966441 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1966719.625000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1966720 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1966925.000000 Penalty: 4710.597656
	Iteration 3Q: 3 clusters Score -1966925 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1967118.125000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1967118 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1967287.500000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1967288 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1967457.500000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1967458 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1967654.000000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1967654 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1967863.500000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1967864 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1968104.500000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1968104 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1968415.750000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1968416 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1968804.250000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1968804 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1969193.625000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1969194 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1969579.875000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1969580 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1969944.875000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1969945 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1970275.000000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1970275 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1970552.625000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1970553 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1970758.625000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1970759 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1970906.625000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1970907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1971001.500000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1971002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1971085.625000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1971086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1971151.000000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1971151 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1971195.125000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1971195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1971229.250000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1971229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1971251.500000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1971252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1971265.375000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1971265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1971269.750000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1971270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1971272.375000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1971272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1971277.125000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1971277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1971276.500000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1971276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1971279.000000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1971279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1971279.000000 Penalty: 4710.597656
	Iteration 31F: 3 clusters Score -1971279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Entering Unmasked Estep 
Score: -14627373.000000 Penalty: 2848.626465
	Iteration 0F: 2 clusters Score -1.462737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -14562648.000000 Penalty: 5697.252930
	Iteration 0F: 3 clusters Score -1.456265e+07 nChanged 45871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -14588519.000000 Penalty: 5697.252930
	Iteration 1F: 3 clusters Score -1.458852e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -14589457.000000 Penalty: 5697.252930
	Iteration 2Q: 3 clusters Score -1.458946e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -14590548.000000 Penalty: 5697.252930
	Iteration 3Q: 3 clusters Score -1.459055e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -14591859.000000 Penalty: 5697.252930
	Iteration 4Q: 3 clusters Score -1.459186e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -14593826.000000 Penalty: 5697.252930
	Iteration 5Q: 3 clusters Score -1.459383e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -14595917.000000 Penalty: 5697.252930
	Iteration 6Q: 3 clusters Score -1.459592e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -14598335.000000 Penalty: 5697.252930
	Iteration 7Q: 3 clusters Score -1.459834e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -14601057.000000 Penalty: 5697.252930
	Iteration 8F: 3 clusters Score -1.460106e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -14603828.000000 Penalty: 5697.252930
	Iteration 9F: 3 clusters Score -1.460383e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -14606745.000000 Penalty: 5697.252930
	Iteration 10Q: 3 clusters Score -1.460674e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -14609941.000000 Penalty: 5697.252930
	Iteration 11F: 3 clusters Score -1.460994e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -14612975.000000 Penalty: 5697.252930
	Iteration 12Q: 3 clusters Score -1.461298e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -14615995.000000 Penalty: 5697.252930
	Iteration 13Q: 3 clusters Score -1.4616e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 85361 members 
Entering Unmasked Estep 
Score: -14618845.000000 Penalty: 5697.252930
	Iteration 14Q: 3 clusters Score -1.461884e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -14621043.000000 Penalty: 5697.252930
	Iteration 15Q: 3 clusters Score -1.462104e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -14622437.000000 Penalty: 5697.252930
	Iteration 16Q: 3 clusters Score -1.462244e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -14623407.000000 Penalty: 5697.252930
	Iteration 17Q: 3 clusters Score -1.462341e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -14624006.000000 Penalty: 5697.252930
	Iteration 18Q: 3 clusters Score -1.462401e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 94448 members 
Entering Unmasked Estep 
Score: -14624388.000000 Penalty: 5697.252930
	Iteration 19Q: 3 clusters Score -1.462439e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 94936 members 
Entering Unmasked Estep 
Score: -14624680.000000 Penalty: 5697.252930
	Iteration 20F: 3 clusters Score -1.462468e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 95242 members 
Entering Unmasked Estep 
Score: -14624805.000000 Penalty: 5697.252930
	Iteration 21Q: 3 clusters Score -1.46248e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -14624909.000000 Penalty: 5697.252930
	Iteration 22Q: 3 clusters Score -1.462491e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -14624963.000000 Penalty: 5697.252930
	Iteration 23Q: 3 clusters Score -1.462496e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -14624981.000000 Penalty: 5697.252930
	Iteration 24Q: 3 clusters Score -1.462498e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -14625032.000000 Penalty: 5697.252930
	Iteration 25Q: 3 clusters Score -1.462503e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -14625049.000000 Penalty: 5697.252930
	Iteration 26Q: 3 clusters Score -1.462505e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -14625093.000000 Penalty: 5697.252930
	Iteration 27Q: 3 clusters Score -1.462509e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -14625115.000000 Penalty: 5697.252930
	Iteration 28Q: 3 clusters Score -1.462512e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -14625135.000000 Penalty: 5697.252930
	Iteration 29Q: 3 clusters Score -1.462514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -14625154.000000 Penalty: 5697.252930
	Iteration 30Q: 3 clusters Score -1.462515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 95995 members 
Entering Unmasked Estep 
Score: -14625158.000000 Penalty: 5697.252930
	Iteration 31Q: 3 clusters Score -1.462516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -14625171.000000 Penalty: 5697.252930
	Iteration 32Q: 3 clusters Score -1.462517e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 96034 members 
Entering Unmasked Estep 
Score: -14625178.000000 Penalty: 5697.252930
	Iteration 33Q: 3 clusters Score -1.462518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 96045 members 
Entering Unmasked Estep 
Score: -14625187.000000 Penalty: 5697.252930
	Iteration 34Q: 3 clusters Score -1.462519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -14625189.000000 Penalty: 5697.252930
	Iteration 35Q: 3 clusters Score -1.462519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -14625206.000000 Penalty: 5697.252930
	Iteration 36Q: 3 clusters Score -1.462521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 96062 members 
Entering Unmasked Estep 
Score: -14625206.000000 Penalty: 5697.252930
	Iteration 37Q: 3 clusters Score -1.462521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 96073 members 
Entering Unmasked Estep 
Score: -14625201.000000 Penalty: 5697.252930
	Iteration 38Q: 3 clusters Score -1.46252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -14625204.000000 Penalty: 5697.252930
	Iteration 39Q: 3 clusters Score -1.46252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -14625217.000000 Penalty: 5697.252930
	Iteration 40F: 3 clusters Score -1.462522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -14625232.000000 Penalty: 5697.252930
	Iteration 41Q: 3 clusters Score -1.462523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -14625229.000000 Penalty: 5697.252930
	Iteration 42Q: 3 clusters Score -1.462523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 96101 members 
Entering Unmasked Estep 
Score: -14625233.000000 Penalty: 5697.252930
	Iteration 43Q: 3 clusters Score -1.462523e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 96103 members 
Entering Unmasked Estep 
Score: -14625234.000000 Penalty: 5697.252930
	Iteration 44Q: 3 clusters Score -1.462523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 96107 members 
Entering Unmasked Estep 
Score: -14625230.000000 Penalty: 5697.252930
	Iteration 45Q: 3 clusters Score -1.462523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -14625231.000000 Penalty: 5697.252930
	Iteration 46Q: 3 clusters Score -1.462523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -14625227.000000 Penalty: 5697.252930
	Iteration 47Q: 3 clusters Score -1.462523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -14625226.000000 Penalty: 5697.252930
	Iteration 48Q: 3 clusters Score -1.462523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -14625230.000000 Penalty: 5697.252930
	Iteration 49Q: 3 clusters Score -1.462523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 96121 members 
Entering Unmasked Estep 
Score: -14625232.000000 Penalty: 5697.252930
	Iteration 50Q: 3 clusters Score -1.462523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -14625231.000000 Penalty: 5697.252930
	Iteration 51Q: 3 clusters Score -1.462523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -14625234.000000 Penalty: 5697.252930
	Iteration 52Q: 3 clusters Score -1.462523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -14625237.000000 Penalty: 5697.252930
	Iteration 53Q: 3 clusters Score -1.462524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -14625242.000000 Penalty: 5697.252930
	Iteration 54Q: 3 clusters Score -1.462524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 96131 members 
Entering Unmasked Estep 
Score: -14625242.000000 Penalty: 5697.252930
	Iteration 55Q: 3 clusters Score -1.462524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -14625244.000000 Penalty: 5697.252930
	Iteration 56Q: 3 clusters Score -1.462524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -14625243.000000 Penalty: 5697.252930
	Iteration 57Q: 3 clusters Score -1.462524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -14625243.000000 Penalty: 5697.252930
	Iteration 58F: 3 clusters Score -1.462524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72317.460938 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72317.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72495.820312 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72495.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72545.351562 Penalty: 3121.535889
	Iteration 2Q: 3 clusters Score -72545.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72572.414062 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72572.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72584.601562 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72596.429688 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72596.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72600.828125 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72600.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72600.828125 Penalty: 3121.535889
	Iteration 7F: 3 clusters Score -72600.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -900899.687500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -900899.7 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 3097 members 
Entering Unmasked Estep 
Score: -895660.250000 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -895660.2 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -897055.125000 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -897055.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -897348.750000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -897348.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -897614.187500 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -897614.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -897890.125000 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -897890.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -898198.062500 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -898198.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -898500.625000 Penalty: 4333.059570
	Iteration 6F: 3 clusters Score -898500.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -898775.062500 Penalty: 4333.059570
	Iteration 7F: 3 clusters Score -898775.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -898991.375000 Penalty: 4333.059570
	Iteration 8Q: 3 clusters Score -898991.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -899157.062500 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -899157.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -899289.562500 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -899289.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -899382.687500 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -899382.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -899433.937500 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -899433.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -899463.625000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -899463.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -899477.875000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -899477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -899484.625000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -899484.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -899488.687500 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -899488.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -899494.437500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -899494.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -899500.500000 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -899500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -899503.250000 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -899503.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -899507.937500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -899507.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -899512.062500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -899512.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -899512.437500 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -899512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -899513.000000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -899513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -899514.062500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -899514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -899513.312500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -899513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -899513.437500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -899513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -899515.250000 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -899515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -899514.875000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -899514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -899514.875000 Penalty: 4333.059570
	Iteration 29F: 3 clusters Score -899514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -800788.687500 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -800788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -795893.312500 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -795893.3 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -797157.937500 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -797157.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -797421.437500 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -797421.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -797570.250000 Penalty: 4283.124512
	Iteration 3Q: 3 clusters Score -797570.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -797695.062500 Penalty: 4283.124512
	Iteration 4Q: 3 clusters Score -797695.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -797802.562500 Penalty: 4283.124512
	Iteration 5Q: 3 clusters Score -797802.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -797892.437500 Penalty: 4283.124512
	Iteration 6Q: 3 clusters Score -797892.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -797997.125000 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -797997.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -798116.125000 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -798116.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -798257.875000 Penalty: 4283.124512
	Iteration 9Q: 3 clusters Score -798257.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -798440.437500 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -798440.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -798598.875000 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -798598.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -798725.750000 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -798725.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -798860.875000 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -798860.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -798965.312500 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -798965.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -799074.625000 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -799074.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -799170.500000 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -799170.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -799237.312500 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -799237.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -799292.750000 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -799292.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -799326.375000 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -799326.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -799349.125000 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -799349.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -799372.062500 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -799372.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -799386.750000 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -799386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -799396.500000 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -799396.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -799403.125000 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -799403.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -799407.250000 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -799407.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -799413.562500 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -799413.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -799418.687500 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -799418.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -799421.062500 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -799421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -799425.000000 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -799425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -799426.187500 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -799426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -799426.437500 Penalty: 4283.124512
	Iteration 31Q: 3 clusters Score -799426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -799428.312500 Penalty: 4283.124512
	Iteration 32Q: 3 clusters Score -799428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -799430.250000 Penalty: 4283.124512
	Iteration 33Q: 3 clusters Score -799430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -799432.062500 Penalty: 4283.124512
	Iteration 34Q: 3 clusters Score -799432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -799432.750000 Penalty: 4283.124512
	Iteration 35Q: 3 clusters Score -799432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -799432.312500 Penalty: 4283.124512
	Iteration 36Q: 3 clusters Score -799432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -799431.937500 Penalty: 4283.124512
	Iteration 37Q: 3 clusters Score -799431.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -799431.937500 Penalty: 4283.124512
	Iteration 38F: 3 clusters Score -799431.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12466.191406 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12466.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12597.985352 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12597.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12649.341797 Penalty: 2514.176514
	Iteration 2F: 3 clusters Score -12649.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12683.950195 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12683.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12693.554688 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -12693.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12693.554688 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -12693.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Entering Unmasked Estep 
Score: -11945622.000000 Penalty: 2800.172607
	Iteration 0F: 2 clusters Score -1.194562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -11892208.000000 Penalty: 5600.345215
	Iteration 0F: 3 clusters Score -1.189221e+07 nChanged 37529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -11913395.000000 Penalty: 5600.345215
	Iteration 1F: 3 clusters Score -1.19134e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -11914363.000000 Penalty: 5600.345215
	Iteration 2Q: 3 clusters Score -1.191436e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -11915771.000000 Penalty: 5600.345215
	Iteration 3Q: 3 clusters Score -1.191577e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -11917930.000000 Penalty: 5600.345215
	Iteration 4F: 3 clusters Score -1.191793e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -11921556.000000 Penalty: 5600.345215
	Iteration 5F: 3 clusters Score -1.192156e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -11926854.000000 Penalty: 5600.345215
	Iteration 6F: 3 clusters Score -1.192685e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -11932819.000000 Penalty: 5600.345215
	Iteration 7F: 3 clusters Score -1.193282e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74072 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -11937757.000000 Penalty: 5600.345215
	Iteration 8F: 3 clusters Score -1.193776e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11940722.000000 Penalty: 5600.345215
	Iteration 9Q: 3 clusters Score -1.194072e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -11942244.000000 Penalty: 5600.345215
	Iteration 10Q: 3 clusters Score -1.194224e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -11942794.000000 Penalty: 5600.345215
	Iteration 11Q: 3 clusters Score -1.194279e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11943054.000000 Penalty: 5600.345215
	Iteration 12Q: 3 clusters Score -1.194305e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11943144.000000 Penalty: 5600.345215
	Iteration 13Q: 3 clusters Score -1.194314e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11943217.000000 Penalty: 5600.345215
	Iteration 14Q: 3 clusters Score -1.194322e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11943243.000000 Penalty: 5600.345215
	Iteration 15Q: 3 clusters Score -1.194324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79673 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11943287.000000 Penalty: 5600.345215
	Iteration 16Q: 3 clusters Score -1.194329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11943295.000000 Penalty: 5600.345215
	Iteration 17Q: 3 clusters Score -1.19433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11943333.000000 Penalty: 5600.345215
	Iteration 18Q: 3 clusters Score -1.194333e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -11943382.000000 Penalty: 5600.345215
	Iteration 19Q: 3 clusters Score -1.194338e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11943423.000000 Penalty: 5600.345215
	Iteration 20F: 3 clusters Score -1.194342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11943459.000000 Penalty: 5600.345215
	Iteration 21Q: 3 clusters Score -1.194346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79672 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11943491.000000 Penalty: 5600.345215
	Iteration 22Q: 3 clusters Score -1.194349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11943513.000000 Penalty: 5600.345215
	Iteration 23Q: 3 clusters Score -1.194351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11943531.000000 Penalty: 5600.345215
	Iteration 24Q: 3 clusters Score -1.194353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79661 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11943547.000000 Penalty: 5600.345215
	Iteration 25Q: 3 clusters Score -1.194355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -11943544.000000 Penalty: 5600.345215
	Iteration 26Q: 3 clusters Score -1.194354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11943567.000000 Penalty: 5600.345215
	Iteration 27Q: 3 clusters Score -1.194357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79667 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11943568.000000 Penalty: 5600.345215
	Iteration 28Q: 3 clusters Score -1.194357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11943587.000000 Penalty: 5600.345215
	Iteration 29Q: 3 clusters Score -1.194359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11943609.000000 Penalty: 5600.345215
	Iteration 30Q: 3 clusters Score -1.194361e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11943620.000000 Penalty: 5600.345215
	Iteration 31Q: 3 clusters Score -1.194362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11943653.000000 Penalty: 5600.345215
	Iteration 32Q: 3 clusters Score -1.194365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -11943667.000000 Penalty: 5600.345215
	Iteration 33Q: 3 clusters Score -1.194367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11943657.000000 Penalty: 5600.345215
	Iteration 34Q: 3 clusters Score -1.194366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79642 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -11943651.000000 Penalty: 5600.345215
	Iteration 35Q: 3 clusters Score -1.194365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11943648.000000 Penalty: 5600.345215
	Iteration 36Q: 3 clusters Score -1.194365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11943650.000000 Penalty: 5600.345215
	Iteration 37Q: 3 clusters Score -1.194365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11943650.000000 Penalty: 5600.345215
	Iteration 38F: 3 clusters Score -1.194365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -412929.125000 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -412929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -409776.937500 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -409776.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -410430.093750 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -410430.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -410597.968750 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -410598 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -410698.281250 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -410698.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -410789.687500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -410789.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -410880.218750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -410880.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -410993.250000 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -410993.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -411140.968750 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -411141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -411337.968750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -411338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -411554.281250 Penalty: 3940.644043
	Iteration 9F: 3 clusters Score -411554.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -411773.875000 Penalty: 3940.644043
	Iteration 10F: 3 clusters Score -411773.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -411989.781250 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -411989.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -412144.906250 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -412144.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -412222.343750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -412222.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -412259.625000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -412259.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -412281.906250 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -412281.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -412303.093750 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -412303.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -412317.968750 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -412318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -412338.218750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -412338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -412358.562500 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -412358.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -412370.218750 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -412370.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -412381.156250 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -412381.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -412387.812500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -412387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412391.250000 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -412391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -412395.343750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -412395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412399.250000 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -412399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -412400.343750 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -412400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -412402.218750 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -412402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -412402.218750 Penalty: 3940.644043
	Iteration 28F: 3 clusters Score -412402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -664108.250000 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -664108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -659520.250000 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -659520.2 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -660964.187500 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -660964.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -661534.250000 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -661534.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -662003.437500 Penalty: 4251.271973
	Iteration 3F: 3 clusters Score -662003.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -662331.875000 Penalty: 4251.271973
	Iteration 4F: 3 clusters Score -662331.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -662541.750000 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -662541.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -662700.687500 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -662700.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -662820.687500 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -662820.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -662898.687500 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -662898.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -662950.937500 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -662950.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -662987.875000 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -662987.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -663020.625000 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -663020.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -663049.125000 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -663049.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -663069.562500 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -663069.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -663086.312500 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -663086.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -663102.187500 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -663102.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -663115.062500 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -663115.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -663126.562500 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -663126.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -663131.562500 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -663131.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -663137.875000 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -663137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -663143.500000 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -663143.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -663151.500000 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -663151.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -663163.375000 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -663163.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -663171.937500 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -663171.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -663177.187500 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -663177.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -663183.187500 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -663183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -663189.062500 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -663189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -663191.750000 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -663191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -663194.312500 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -663194.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -663196.687500 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -663196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -663198.937500 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -663198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -663200.937500 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -663200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -663201.187500 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -663201.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -663202.250000 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -663202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -663202.250000 Penalty: 4251.271973
	Iteration 34F: 3 clusters Score -663202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -468715.656250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -468715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -465373.687500 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -465373.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -466148.968750 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -466149 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -466408.625000 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -466408.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -466610.437500 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -466610.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -466744.000000 Penalty: 3993.939209
	Iteration 4F: 3 clusters Score -466744 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -466850.593750 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -466850.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -466947.843750 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -466947.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -467033.468750 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -467033.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -467090.156250 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -467090.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -467116.593750 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -467116.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -467138.406250 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -467138.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -467150.968750 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -467151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -467159.937500 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -467159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -467164.031250 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -467164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -467167.093750 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -467167.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -467167.781250 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -467167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -467170.281250 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -467170.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -467172.593750 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -467172.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -467175.187500 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -467175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -467175.531250 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -467175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -467176.156250 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -467176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -467177.031250 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -467177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -467177.218750 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -467177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -467177.343750 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -467177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -467178.437500 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -467178.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -467178.437500 Penalty: 3993.939209
	Iteration 25F: 3 clusters Score -467178.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Entering Unmasked Estep 
Score: -4115539.000000 Penalty: 2553.701660
	Iteration 0F: 2 clusters Score -4115539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4095243.000000 Penalty: 5107.403320
	Iteration 0F: 3 clusters Score -4095243 nChanged 13449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4103093.500000 Penalty: 5107.403320
	Iteration 1F: 3 clusters Score -4103094 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -4104176.250000 Penalty: 5107.403320
	Iteration 2F: 3 clusters Score -4104176 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4105397.250000 Penalty: 5107.403320
	Iteration 3F: 3 clusters Score -4105397 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4106554.250000 Penalty: 5107.403320
	Iteration 4F: 3 clusters Score -4106554 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4107680.500000 Penalty: 5107.403320
	Iteration 5F: 3 clusters Score -4107680 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -4108851.250000 Penalty: 5107.403320
	Iteration 6F: 3 clusters Score -4108851 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4110050.500000 Penalty: 5107.403320
	Iteration 7F: 3 clusters Score -4110050 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -4111121.750000 Penalty: 5107.403320
	Iteration 8Q: 3 clusters Score -4111122 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4111808.500000 Penalty: 5107.403320
	Iteration 9Q: 3 clusters Score -4111808 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4112251.750000 Penalty: 5107.403320
	Iteration 10Q: 3 clusters Score -4112252 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4112540.500000 Penalty: 5107.403320
	Iteration 11Q: 3 clusters Score -4112540 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4112715.250000 Penalty: 5107.403320
	Iteration 12Q: 3 clusters Score -4112715 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -4112892.750000 Penalty: 5107.403320
	Iteration 13Q: 3 clusters Score -4112893 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4113019.250000 Penalty: 5107.403320
	Iteration 14Q: 3 clusters Score -4113019 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -4113124.000000 Penalty: 5107.403320
	Iteration 15Q: 3 clusters Score -4113124 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4113257.000000 Penalty: 5107.403320
	Iteration 16Q: 3 clusters Score -4113257 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4113361.750000 Penalty: 5107.403320
	Iteration 17Q: 3 clusters Score -4113362 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4113429.500000 Penalty: 5107.403320
	Iteration 18Q: 3 clusters Score -4113430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -4113510.500000 Penalty: 5107.403320
	Iteration 19Q: 3 clusters Score -4113510 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4113588.250000 Penalty: 5107.403320
	Iteration 20F: 3 clusters Score -4113588 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4113649.750000 Penalty: 5107.403320
	Iteration 21Q: 3 clusters Score -4113650 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4113710.250000 Penalty: 5107.403320
	Iteration 22Q: 3 clusters Score -4113710 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -4113761.750000 Penalty: 5107.403320
	Iteration 23Q: 3 clusters Score -4113762 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4113822.000000 Penalty: 5107.403320
	Iteration 24Q: 3 clusters Score -4113822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4113862.750000 Penalty: 5107.403320
	Iteration 25Q: 3 clusters Score -4113863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -4113894.250000 Penalty: 5107.403320
	Iteration 26Q: 3 clusters Score -4113894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4113930.000000 Penalty: 5107.403320
	Iteration 27Q: 3 clusters Score -4113930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -4113972.750000 Penalty: 5107.403320
	Iteration 28Q: 3 clusters Score -4113973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4114009.250000 Penalty: 5107.403320
	Iteration 29Q: 3 clusters Score -4114009 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -4114034.000000 Penalty: 5107.403320
	Iteration 30Q: 3 clusters Score -4114034 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -4114073.250000 Penalty: 5107.403320
	Iteration 31Q: 3 clusters Score -4114073 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -4114109.250000 Penalty: 5107.403320
	Iteration 32Q: 3 clusters Score -4114109 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4114137.750000 Penalty: 5107.403320
	Iteration 33Q: 3 clusters Score -4114138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4114173.250000 Penalty: 5107.403320
	Iteration 34Q: 3 clusters Score -4114173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -4114194.750000 Penalty: 5107.403320
	Iteration 35Q: 3 clusters Score -4114195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -4114230.500000 Penalty: 5107.403320
	Iteration 36Q: 3 clusters Score -4114230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4114291.000000 Penalty: 5107.403320
	Iteration 37Q: 3 clusters Score -4114291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -4114341.250000 Penalty: 5107.403320
	Iteration 38Q: 3 clusters Score -4114341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -4114390.000000 Penalty: 5107.403320
	Iteration 39Q: 3 clusters Score -4114390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -4114438.250000 Penalty: 5107.403320
	Iteration 40F: 3 clusters Score -4114438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -4114471.250000 Penalty: 5107.403320
	Iteration 41Q: 3 clusters Score -4114471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -4114493.750000 Penalty: 5107.403320
	Iteration 42Q: 3 clusters Score -4114494 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -4114509.500000 Penalty: 5107.403320
	Iteration 43Q: 3 clusters Score -4114510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -4114522.250000 Penalty: 5107.403320
	Iteration 44Q: 3 clusters Score -4114522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -4114525.750000 Penalty: 5107.403320
	Iteration 45Q: 3 clusters Score -4114526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -4114528.000000 Penalty: 5107.403320
	Iteration 46Q: 3 clusters Score -4114528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4114523.500000 Penalty: 5107.403320
	Iteration 47Q: 3 clusters Score -4114524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4114527.750000 Penalty: 5107.403320
	Iteration 48Q: 3 clusters Score -4114528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4114531.750000 Penalty: 5107.403320
	Iteration 49Q: 3 clusters Score -4114532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4114539.500000 Penalty: 5107.403320
	Iteration 50Q: 3 clusters Score -4114540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4114545.250000 Penalty: 5107.403320
	Iteration 51Q: 3 clusters Score -4114545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -4114541.250000 Penalty: 5107.403320
	Iteration 52Q: 3 clusters Score -4114541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4114558.500000 Penalty: 5107.403320
	Iteration 53Q: 3 clusters Score -4114558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4114561.750000 Penalty: 5107.403320
	Iteration 54Q: 3 clusters Score -4114562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4114554.750000 Penalty: 5107.403320
	Iteration 55Q: 3 clusters Score -4114555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -4114552.750000 Penalty: 5107.403320
	Iteration 56Q: 3 clusters Score -4114553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -4114550.000000 Penalty: 5107.403320
	Iteration 57Q: 3 clusters Score -4114550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4114554.000000 Penalty: 5107.403320
	Iteration 58Q: 3 clusters Score -4114554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4114554.250000 Penalty: 5107.403320
	Iteration 59Q: 3 clusters Score -4114554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -4114563.250000 Penalty: 5107.403320
	Iteration 60F: 3 clusters Score -4114563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -4114565.000000 Penalty: 5107.403320
	Iteration 61Q: 3 clusters Score -4114565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4114567.000000 Penalty: 5107.403320
	Iteration 62Q: 3 clusters Score -4114567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -4114562.250000 Penalty: 5107.403320
	Iteration 63Q: 3 clusters Score -4114562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4114567.000000 Penalty: 5107.403320
	Iteration 64Q: 3 clusters Score -4114567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4114572.750000 Penalty: 5107.403320
	Iteration 65Q: 3 clusters Score -4114573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -4114567.750000 Penalty: 5107.403320
	Iteration 66Q: 3 clusters Score -4114568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4114573.250000 Penalty: 5107.403320
	Iteration 67Q: 3 clusters Score -4114573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4114576.750000 Penalty: 5107.403320
	Iteration 68Q: 3 clusters Score -4114577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4114577.500000 Penalty: 5107.403320
	Iteration 69Q: 3 clusters Score -4114578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -4114576.250000 Penalty: 5107.403320
	Iteration 70Q: 3 clusters Score -4114576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -4114576.000000 Penalty: 5107.403320
	Iteration 71Q: 3 clusters Score -4114576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4114580.250000 Penalty: 5107.403320
	Iteration 72Q: 3 clusters Score -4114580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -4114580.250000 Penalty: 5107.403320
	Iteration 73F: 3 clusters Score -4114580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1610995.000000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1610995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1602706.625000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1602707 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1605101.625000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1605102 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1605430.250000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1605430 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1605683.250000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1605683 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1605894.000000 Penalty: 4616.188477
	Iteration 4Q: 3 clusters Score -1605894 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1606070.375000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1606070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1606234.875000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1606235 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1606393.875000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1606394 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1606537.125000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1606537 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1606681.250000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1606681 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1606819.875000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1606820 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1606953.500000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1606954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1607068.125000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1607068 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1607182.500000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1607182 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1607302.375000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1607302 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1607410.125000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1607410 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1607516.875000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1607517 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1607616.000000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1607616 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1607708.750000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1607709 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1607808.250000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1607808 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1607908.625000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1607909 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1608026.875000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1608027 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1608136.000000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1608136 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1608232.625000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1608233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1608303.750000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1608304 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1608374.000000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1608374 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1608425.625000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1608426 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1608469.625000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1608470 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1608528.750000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1608529 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1608575.250000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1608575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1608615.750000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1608616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1608650.750000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1608651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1608681.375000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1608681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1608714.625000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1608715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1608740.000000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1608740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1608767.375000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1608767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1608791.500000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1608792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1608817.125000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1608817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1608833.375000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1608833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1608856.625000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1608857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1608874.125000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1608874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1608891.625000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1608892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1608908.000000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1608908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1608921.625000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1608922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1608931.750000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1608932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1608938.875000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1608939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1608951.500000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1608952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1608965.000000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1608965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1608972.500000 Penalty: 4616.188477
	Iteration 48Q: 3 clusters Score -1608972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1608976.750000 Penalty: 4616.188477
	Iteration 49Q: 3 clusters Score -1608977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1608977.750000 Penalty: 4616.188477
	Iteration 50Q: 3 clusters Score -1608978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1608982.375000 Penalty: 4616.188477
	Iteration 51Q: 3 clusters Score -1608982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1608986.250000 Penalty: 4616.188477
	Iteration 52Q: 3 clusters Score -1608986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1608987.625000 Penalty: 4616.188477
	Iteration 53Q: 3 clusters Score -1608988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1608987.625000 Penalty: 4616.188477
	Iteration 54F: 3 clusters Score -1608988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -289107.093750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -289107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -286487.562500 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -286487.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -287091.750000 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -287091.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -287443.250000 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -287443.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -287813.187500 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -287813.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -288190.937500 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -288190.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -288538.343750 Penalty: 3785.911133
	Iteration 5F: 3 clusters Score -288538.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288799.968750 Penalty: 3785.911133
	Iteration 6F: 3 clusters Score -288800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288934.312500 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -288934.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289015.156250 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -289015.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289064.656250 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -289064.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289102.000000 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -289102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -289136.000000 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -289136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289171.187500 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -289171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289184.218750 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -289184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289187.187500 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -289187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -289188.562500 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -289188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289189.906250 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -289189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289190.750000 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -289190.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289191.906250 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -289191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289192.781250 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -289192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289192.781250 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -289192.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57978 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 860 members 
Mstep: Class 43 contains 99025 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1205 members 
Entering Unmasked Estep 
Score: -115071920.000000 Penalty: 171962.734375
Splitting cluster 42 changes total score from -115073256.000000 to -115071920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (99025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Entering Unmasked Estep 
Score: -14644243.000000 Penalty: 2852.775879
	Iteration 0F: 2 clusters Score -1.464424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -14578056.000000 Penalty: 5705.551758
	Iteration 0F: 3 clusters Score -1.457806e+07 nChanged 47013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -14605038.000000 Penalty: 5705.551758
	Iteration 1F: 3 clusters Score -1.460504e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -14606121.000000 Penalty: 5705.551758
	Iteration 2Q: 3 clusters Score -1.460612e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -14607748.000000 Penalty: 5705.551758
	Iteration 3Q: 3 clusters Score -1.460775e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -14609625.000000 Penalty: 5705.551758
	Iteration 4Q: 3 clusters Score -1.460962e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 53154 members 
Entering Unmasked Estep 
Score: -14611719.000000 Penalty: 5705.551758
	Iteration 5Q: 3 clusters Score -1.461172e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -14613928.000000 Penalty: 5705.551758
	Iteration 6Q: 3 clusters Score -1.461393e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -14616206.000000 Penalty: 5705.551758
	Iteration 7Q: 3 clusters Score -1.461621e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -14618619.000000 Penalty: 5705.551758
	Iteration 8Q: 3 clusters Score -1.461862e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -14621275.000000 Penalty: 5705.551758
	Iteration 9Q: 3 clusters Score -1.462128e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 65191 members 
Entering Unmasked Estep 
Score: -14624295.000000 Penalty: 5705.551758
	Iteration 10Q: 3 clusters Score -1.46243e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 68410 members 
Entering Unmasked Estep 
Score: -14627273.000000 Penalty: 5705.551758
	Iteration 11Q: 3 clusters Score -1.462727e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -14629797.000000 Penalty: 5705.551758
	Iteration 12Q: 3 clusters Score -1.46298e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -14631757.000000 Penalty: 5705.551758
	Iteration 13Q: 3 clusters Score -1.463176e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -14633308.000000 Penalty: 5705.551758
	Iteration 14Q: 3 clusters Score -1.463331e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -14634596.000000 Penalty: 5705.551758
	Iteration 15Q: 3 clusters Score -1.46346e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -14635622.000000 Penalty: 5705.551758
	Iteration 16Q: 3 clusters Score -1.463562e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -14636662.000000 Penalty: 5705.551758
	Iteration 17Q: 3 clusters Score -1.463666e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -14637710.000000 Penalty: 5705.551758
	Iteration 18Q: 3 clusters Score -1.463771e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -14638695.000000 Penalty: 5705.551758
	Iteration 19Q: 3 clusters Score -1.46387e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -14639475.000000 Penalty: 5705.551758
	Iteration 20F: 3 clusters Score -1.463948e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -14639899.000000 Penalty: 5705.551758
	Iteration 21Q: 3 clusters Score -1.46399e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -14640267.000000 Penalty: 5705.551758
	Iteration 22Q: 3 clusters Score -1.464027e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -14640549.000000 Penalty: 5705.551758
	Iteration 23Q: 3 clusters Score -1.464055e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -14640750.000000 Penalty: 5705.551758
	Iteration 24Q: 3 clusters Score -1.464075e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -14640896.000000 Penalty: 5705.551758
	Iteration 25Q: 3 clusters Score -1.46409e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -14640919.000000 Penalty: 5705.551758
	Iteration 26Q: 3 clusters Score -1.464092e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -14640961.000000 Penalty: 5705.551758
	Iteration 27Q: 3 clusters Score -1.464096e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -14640984.000000 Penalty: 5705.551758
	Iteration 28Q: 3 clusters Score -1.464098e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -14641012.000000 Penalty: 5705.551758
	Iteration 29Q: 3 clusters Score -1.464101e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -14641067.000000 Penalty: 5705.551758
	Iteration 30Q: 3 clusters Score -1.464107e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 89639 members 
Entering Unmasked Estep 
Score: -14641094.000000 Penalty: 5705.551758
	Iteration 31Q: 3 clusters Score -1.464109e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -14641134.000000 Penalty: 5705.551758
	Iteration 32Q: 3 clusters Score -1.464113e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 89994 members 
Entering Unmasked Estep 
Score: -14641173.000000 Penalty: 5705.551758
	Iteration 33Q: 3 clusters Score -1.464117e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -14641192.000000 Penalty: 5705.551758
	Iteration 34Q: 3 clusters Score -1.464119e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -14641200.000000 Penalty: 5705.551758
	Iteration 35Q: 3 clusters Score -1.46412e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 90423 members 
Entering Unmasked Estep 
Score: -14641223.000000 Penalty: 5705.551758
	Iteration 36Q: 3 clusters Score -1.464122e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -14641226.000000 Penalty: 5705.551758
	Iteration 37Q: 3 clusters Score -1.464123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -14641251.000000 Penalty: 5705.551758
	Iteration 38Q: 3 clusters Score -1.464125e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -14641285.000000 Penalty: 5705.551758
	Iteration 39Q: 3 clusters Score -1.464128e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -14641324.000000 Penalty: 5705.551758
	Iteration 40F: 3 clusters Score -1.464132e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -14641322.000000 Penalty: 5705.551758
	Iteration 41Q: 3 clusters Score -1.464132e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 91301 members 
Entering Unmasked Estep 
Score: -14641370.000000 Penalty: 5705.551758
	Iteration 42Q: 3 clusters Score -1.464137e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 91415 members 
Entering Unmasked Estep 
Score: -14641386.000000 Penalty: 5705.551758
	Iteration 43Q: 3 clusters Score -1.464139e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 91534 members 
Entering Unmasked Estep 
Score: -14641398.000000 Penalty: 5705.551758
	Iteration 44Q: 3 clusters Score -1.46414e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 91629 members 
Entering Unmasked Estep 
Score: -14641414.000000 Penalty: 5705.551758
	Iteration 45Q: 3 clusters Score -1.464141e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -14641413.000000 Penalty: 5705.551758
	Iteration 46Q: 3 clusters Score -1.464141e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -14641422.000000 Penalty: 5705.551758
	Iteration 47Q: 3 clusters Score -1.464142e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -14641462.000000 Penalty: 5705.551758
	Iteration 48Q: 3 clusters Score -1.464146e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -14641451.000000 Penalty: 5705.551758
	Iteration 49Q: 3 clusters Score -1.464145e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 92051 members 
Entering Unmasked Estep 
Score: -14641481.000000 Penalty: 5705.551758
	Iteration 50Q: 3 clusters Score -1.464148e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -14641468.000000 Penalty: 5705.551758
	Iteration 51Q: 3 clusters Score -1.464147e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 92274 members 
Entering Unmasked Estep 
Score: -14641466.000000 Penalty: 5705.551758
	Iteration 52Q: 3 clusters Score -1.464147e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -14641486.000000 Penalty: 5705.551758
	Iteration 53Q: 3 clusters Score -1.464149e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -14641516.000000 Penalty: 5705.551758
	Iteration 54Q: 3 clusters Score -1.464152e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -14641477.000000 Penalty: 5705.551758
	Iteration 55Q: 3 clusters Score -1.464148e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -14641511.000000 Penalty: 5705.551758
	Iteration 56Q: 3 clusters Score -1.464151e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -14641517.000000 Penalty: 5705.551758
	Iteration 57Q: 3 clusters Score -1.464152e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
Score: -14641551.000000 Penalty: 5705.551758
	Iteration 58Q: 3 clusters Score -1.464155e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -14641566.000000 Penalty: 5705.551758
	Iteration 59Q: 3 clusters Score -1.464157e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 93555 members 
Entering Unmasked Estep 
Score: -14641592.000000 Penalty: 5705.551758
	Iteration 60F: 3 clusters Score -1.464159e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -14641647.000000 Penalty: 5705.551758
	Iteration 61Q: 3 clusters Score -1.464165e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 93831 members 
Entering Unmasked Estep 
Score: -14641687.000000 Penalty: 5705.551758
	Iteration 62Q: 3 clusters Score -1.464169e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 93980 members 
Entering Unmasked Estep 
Score: -14641729.000000 Penalty: 5705.551758
	Iteration 63Q: 3 clusters Score -1.464173e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 94107 members 
Entering Unmasked Estep 
Score: -14641769.000000 Penalty: 5705.551758
	Iteration 64Q: 3 clusters Score -1.464177e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -14641778.000000 Penalty: 5705.551758
	Iteration 65Q: 3 clusters Score -1.464178e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 94372 members 
Entering Unmasked Estep 
Score: -14641784.000000 Penalty: 5705.551758
	Iteration 66Q: 3 clusters Score -1.464178e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 94519 members 
Entering Unmasked Estep 
Score: -14641793.000000 Penalty: 5705.551758
	Iteration 67Q: 3 clusters Score -1.464179e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 94657 members 
Entering Unmasked Estep 
Score: -14641816.000000 Penalty: 5705.551758
	Iteration 68Q: 3 clusters Score -1.464182e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 94815 members 
Entering Unmasked Estep 
Score: -14641887.000000 Penalty: 5705.551758
	Iteration 69Q: 3 clusters Score -1.464189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -14641926.000000 Penalty: 5705.551758
	Iteration 70Q: 3 clusters Score -1.464193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -14641924.000000 Penalty: 5705.551758
	Iteration 71Q: 3 clusters Score -1.464192e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -14641962.000000 Penalty: 5705.551758
	Iteration 72Q: 3 clusters Score -1.464196e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 95229 members 
Entering Unmasked Estep 
Score: -14641982.000000 Penalty: 5705.551758
	Iteration 73Q: 3 clusters Score -1.464198e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 95322 members 
Entering Unmasked Estep 
Score: -14641983.000000 Penalty: 5705.551758
	Iteration 74Q: 3 clusters Score -1.464198e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -14642006.000000 Penalty: 5705.551758
	Iteration 75Q: 3 clusters Score -1.464201e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 95488 members 
Entering Unmasked Estep 
Score: -14642035.000000 Penalty: 5705.551758
	Iteration 76Q: 3 clusters Score -1.464204e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -14642043.000000 Penalty: 5705.551758
	Iteration 77Q: 3 clusters Score -1.464204e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -14642086.000000 Penalty: 5705.551758
	Iteration 78Q: 3 clusters Score -1.464209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 95755 members 
Entering Unmasked Estep 
Score: -14642093.000000 Penalty: 5705.551758
	Iteration 79Q: 3 clusters Score -1.464209e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -14642114.000000 Penalty: 5705.551758
	Iteration 80F: 3 clusters Score -1.464211e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 95878 members 
Entering Unmasked Estep 
Score: -14642134.000000 Penalty: 5705.551758
	Iteration 81Q: 3 clusters Score -1.464213e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -14642138.000000 Penalty: 5705.551758
	Iteration 82Q: 3 clusters Score -1.464214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 96021 members 
Entering Unmasked Estep 
Score: -14642135.000000 Penalty: 5705.551758
	Iteration 83Q: 3 clusters Score -1.464214e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 96088 members 
Entering Unmasked Estep 
Score: -14642117.000000 Penalty: 5705.551758
	Iteration 84Q: 3 clusters Score -1.464212e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -14642179.000000 Penalty: 5705.551758
	Iteration 85Q: 3 clusters Score -1.464218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -14642201.000000 Penalty: 5705.551758
	Iteration 86Q: 3 clusters Score -1.46422e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -14642220.000000 Penalty: 5705.551758
	Iteration 87Q: 3 clusters Score -1.464222e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -14642231.000000 Penalty: 5705.551758
	Iteration 88Q: 3 clusters Score -1.464223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -14642235.000000 Penalty: 5705.551758
	Iteration 89Q: 3 clusters Score -1.464224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -14642223.000000 Penalty: 5705.551758
	Iteration 90Q: 3 clusters Score -1.464222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 96373 members 
Entering Unmasked Estep 
Score: -14642262.000000 Penalty: 5705.551758
	Iteration 91Q: 3 clusters Score -1.464226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -14642274.000000 Penalty: 5705.551758
	Iteration 92Q: 3 clusters Score -1.464227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 96436 members 
Entering Unmasked Estep 
Score: -14642277.000000 Penalty: 5705.551758
	Iteration 93Q: 3 clusters Score -1.464228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -14642271.000000 Penalty: 5705.551758
	Iteration 94Q: 3 clusters Score -1.464227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -14642271.000000 Penalty: 5705.551758
	Iteration 95Q: 3 clusters Score -1.464227e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 96516 members 
Entering Unmasked Estep 
Score: -14642283.000000 Penalty: 5705.551758
	Iteration 96Q: 3 clusters Score -1.464228e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -14642281.000000 Penalty: 5705.551758
	Iteration 97Q: 3 clusters Score -1.464228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 96549 members 
Entering Unmasked Estep 
Score: -14642276.000000 Penalty: 5705.551758
	Iteration 98Q: 3 clusters Score -1.464228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 96569 members 
Entering Unmasked Estep 
Score: -14642298.000000 Penalty: 5705.551758
	Iteration 99Q: 3 clusters Score -1.46423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -14642287.000000 Penalty: 5705.551758
	Iteration 100F: 3 clusters Score -1.464229e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -14642294.000000 Penalty: 5705.551758
	Iteration 101Q: 3 clusters Score -1.464229e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 96623 members 
Entering Unmasked Estep 
Score: -14642300.000000 Penalty: 5705.551758
	Iteration 102Q: 3 clusters Score -1.46423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 96637 members 
Entering Unmasked Estep 
Score: -14642283.000000 Penalty: 5705.551758
	Iteration 103Q: 3 clusters Score -1.464228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -14642295.000000 Penalty: 5705.551758
	Iteration 104Q: 3 clusters Score -1.46423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 96681 members 
Entering Unmasked Estep 
Score: -14642292.000000 Penalty: 5705.551758
	Iteration 105Q: 3 clusters Score -1.464229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -14642304.000000 Penalty: 5705.551758
	Iteration 106Q: 3 clusters Score -1.46423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 96707 members 
Entering Unmasked Estep 
Score: -14642313.000000 Penalty: 5705.551758
	Iteration 107Q: 3 clusters Score -1.464231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 96719 members 
Entering Unmasked Estep 
Score: -14642307.000000 Penalty: 5705.551758
	Iteration 108Q: 3 clusters Score -1.464231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -14642313.000000 Penalty: 5705.551758
	Iteration 109Q: 3 clusters Score -1.464231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 96752 members 
Entering Unmasked Estep 
Score: -14642314.000000 Penalty: 5705.551758
	Iteration 110Q: 3 clusters Score -1.464231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -14642310.000000 Penalty: 5705.551758
	Iteration 111Q: 3 clusters Score -1.464231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -14642293.000000 Penalty: 5705.551758
	Iteration 112Q: 3 clusters Score -1.464229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 96774 members 
Entering Unmasked Estep 
Score: -14642311.000000 Penalty: 5705.551758
	Iteration 113Q: 3 clusters Score -1.464231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 96781 members 
Entering Unmasked Estep 
Score: -14642322.000000 Penalty: 5705.551758
	Iteration 114Q: 3 clusters Score -1.464232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -14642316.000000 Penalty: 5705.551758
	Iteration 115Q: 3 clusters Score -1.464232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 96793 members 
Entering Unmasked Estep 
Score: -14642326.000000 Penalty: 5705.551758
	Iteration 116Q: 3 clusters Score -1.464233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -14642332.000000 Penalty: 5705.551758
	Iteration 117Q: 3 clusters Score -1.464233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -14642326.000000 Penalty: 5705.551758
	Iteration 118Q: 3 clusters Score -1.464233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -14642324.000000 Penalty: 5705.551758
	Iteration 119Q: 3 clusters Score -1.464232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 96807 members 
Entering Unmasked Estep 
Score: -14642324.000000 Penalty: 5705.551758
	Iteration 120F: 3 clusters Score -1.464232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -14642332.000000 Penalty: 5705.551758
	Iteration 121Q: 3 clusters Score -1.464233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -14642332.000000 Penalty: 5705.551758
	Iteration 122F: 3 clusters Score -1.464233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -79911.460938 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79911.46 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80131.171875 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80131.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80182.101562 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -80182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80204.835938 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80204.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80211.492188 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80211.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80213.664062 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80213.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80213.664062 Penalty: 3167.056396
	Iteration 6F: 3 clusters Score -80213.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21789.494141 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21789.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21874.718750 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21874.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21886.023438 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21886.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21886.023438 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -21886.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -97853.085938 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97853.09 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98079.304688 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98079.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98191.109375 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98191.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98283.062500 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98283.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -98418.664062 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98418.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98503.164062 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98503.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -98561.960938 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98561.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98582.625000 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98582.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98601.515625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98601.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98615.929688 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98615.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98634.000000 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -98638.851562 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98638.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98639.296875 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98639.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -98639.296875 Penalty: 3272.184082
	Iteration 13F: 3 clusters Score -98639.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -279111.687500 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -279111.7 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 1057 members 
Entering Unmasked Estep 
Score: -276529.656250 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -276529.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -277137.812500 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -277137.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277323.750000 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -277323.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277417.781250 Penalty: 3783.261963
	Iteration 3Q: 3 clusters Score -277417.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -277493.875000 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -277493.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -277560.843750 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -277560.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -277606.187500 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -277606.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -277644.250000 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -277644.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -277668.125000 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -277668.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277695.093750 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -277695.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277717.437500 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -277717.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -277731.937500 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -277731.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -277749.968750 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -277750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -277782.781250 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -277782.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -277809.531250 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -277809.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -277830.843750 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -277830.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -277846.562500 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -277846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277854.062500 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -277854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -277859.187500 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -277859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -277865.593750 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -277865.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -277870.468750 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -277870.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -277876.281250 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -277876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -277887.156250 Penalty: 3783.261963
	Iteration 22Q: 3 clusters Score -277887.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277895.156250 Penalty: 3783.261963
	Iteration 23Q: 3 clusters Score -277895.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277899.875000 Penalty: 3783.261963
	Iteration 24Q: 3 clusters Score -277899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277903.187500 Penalty: 3783.261963
	Iteration 25Q: 3 clusters Score -277903.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -277907.937500 Penalty: 3783.261963
	Iteration 26Q: 3 clusters Score -277907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277911.687500 Penalty: 3783.261963
	Iteration 27Q: 3 clusters Score -277911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -277912.000000 Penalty: 3783.261963
	Iteration 28Q: 3 clusters Score -277912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -277912.000000 Penalty: 3783.261963
	Iteration 29F: 3 clusters Score -277912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -3145842.000000 Penalty: 2472.182861
	Iteration 0F: 2 clusters Score -3145842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -3130956.500000 Penalty: 4944.365723
	Iteration 0F: 3 clusters Score -3130956 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3136023.750000 Penalty: 4944.365723
	Iteration 1F: 3 clusters Score -3136024 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3136480.750000 Penalty: 4944.365723
	Iteration 2F: 3 clusters Score -3136481 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -3136938.500000 Penalty: 4944.365723
	Iteration 3F: 3 clusters Score -3136938 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3137335.250000 Penalty: 4944.365723
	Iteration 4Q: 3 clusters Score -3137335 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -3137732.000000 Penalty: 4944.365723
	Iteration 5Q: 3 clusters Score -3137732 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3138160.000000 Penalty: 4944.365723
	Iteration 6Q: 3 clusters Score -3138160 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3138590.750000 Penalty: 4944.365723
	Iteration 7Q: 3 clusters Score -3138591 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3139091.750000 Penalty: 4944.365723
	Iteration 8Q: 3 clusters Score -3139092 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3139611.750000 Penalty: 4944.365723
	Iteration 9Q: 3 clusters Score -3139612 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3140161.500000 Penalty: 4944.365723
	Iteration 10Q: 3 clusters Score -3140162 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3140735.250000 Penalty: 4944.365723
	Iteration 11Q: 3 clusters Score -3140735 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3141261.250000 Penalty: 4944.365723
	Iteration 12Q: 3 clusters Score -3141261 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3141744.500000 Penalty: 4944.365723
	Iteration 13Q: 3 clusters Score -3141744 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -3142160.250000 Penalty: 4944.365723
	Iteration 14Q: 3 clusters Score -3142160 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3142441.750000 Penalty: 4944.365723
	Iteration 15Q: 3 clusters Score -3142442 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -3142689.000000 Penalty: 4944.365723
	Iteration 16Q: 3 clusters Score -3142689 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3142901.000000 Penalty: 4944.365723
	Iteration 17Q: 3 clusters Score -3142901 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3143070.750000 Penalty: 4944.365723
	Iteration 18Q: 3 clusters Score -3143071 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3143221.000000 Penalty: 4944.365723
	Iteration 19Q: 3 clusters Score -3143221 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3143344.000000 Penalty: 4944.365723
	Iteration 20F: 3 clusters Score -3143344 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3143444.500000 Penalty: 4944.365723
	Iteration 21Q: 3 clusters Score -3143444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3143511.750000 Penalty: 4944.365723
	Iteration 22Q: 3 clusters Score -3143512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3143581.000000 Penalty: 4944.365723
	Iteration 23Q: 3 clusters Score -3143581 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3143620.250000 Penalty: 4944.365723
	Iteration 24Q: 3 clusters Score -3143620 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3143663.500000 Penalty: 4944.365723
	Iteration 25Q: 3 clusters Score -3143664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3143693.500000 Penalty: 4944.365723
	Iteration 26Q: 3 clusters Score -3143694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -3143728.750000 Penalty: 4944.365723
	Iteration 27Q: 3 clusters Score -3143729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3143749.500000 Penalty: 4944.365723
	Iteration 28Q: 3 clusters Score -3143750 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3143773.250000 Penalty: 4944.365723
	Iteration 29Q: 3 clusters Score -3143773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3143799.500000 Penalty: 4944.365723
	Iteration 30Q: 3 clusters Score -3143800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3143814.500000 Penalty: 4944.365723
	Iteration 31Q: 3 clusters Score -3143814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3143824.250000 Penalty: 4944.365723
	Iteration 32Q: 3 clusters Score -3143824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3143836.000000 Penalty: 4944.365723
	Iteration 33Q: 3 clusters Score -3143836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3143853.250000 Penalty: 4944.365723
	Iteration 34Q: 3 clusters Score -3143853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3143863.500000 Penalty: 4944.365723
	Iteration 35Q: 3 clusters Score -3143864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3143866.750000 Penalty: 4944.365723
	Iteration 36Q: 3 clusters Score -3143867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3143861.750000 Penalty: 4944.365723
	Iteration 37Q: 3 clusters Score -3143862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3143872.000000 Penalty: 4944.365723
	Iteration 38Q: 3 clusters Score -3143872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3143876.000000 Penalty: 4944.365723
	Iteration 39Q: 3 clusters Score -3143876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3143875.250000 Penalty: 4944.365723
	Iteration 40F: 3 clusters Score -3143875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3143876.500000 Penalty: 4944.365723
	Iteration 41Q: 3 clusters Score -3143876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3143875.250000 Penalty: 4944.365723
	Iteration 42Q: 3 clusters Score -3143875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3143872.000000 Penalty: 4944.365723
	Iteration 43Q: 3 clusters Score -3143872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3143871.500000 Penalty: 4944.365723
	Iteration 44Q: 3 clusters Score -3143872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3143874.000000 Penalty: 4944.365723
	Iteration 45Q: 3 clusters Score -3143874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3143874.000000 Penalty: 4944.365723
	Iteration 46F: 3 clusters Score -3143874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117185.359375 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117185.4 nChanged 272
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: -117682.640625 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117682.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118037.937500 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -118037.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118214.656250 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -118214.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118317.937500 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -118317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118411.476562 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -118411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118500.226562 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -118500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118513.515625 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118513.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118524.398438 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -118538.742188 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118541.304688 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118542.132812 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118543.625000 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -118543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118553.390625 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -118553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118553.609375 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -118553.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118553.609375 Penalty: 3395.028320
	Iteration 15F: 3 clusters Score -118553.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67180.296875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67180.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -67369.468750 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67369.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67489.632812 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -67489.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67579.375000 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -67579.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67690.562500 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -67690.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67792.671875 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67792.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67868.070312 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67868.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67948.890625 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -67948.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67999.226562 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -67999.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68041.351562 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -68041.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68069.195312 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -68069.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68119.835938 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -68119.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68138.984375 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -68138.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68149.632812 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -68149.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68154.296875 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -68154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68158.742188 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -68158.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68161.414062 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -68161.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68162.765625 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -68162.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68162.765625 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -68162.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18618 members 
Mstep: Class 9 contains 10611 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57978 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99025 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073240.000000 Penalty: 168590.921875
Iteration 479Q: 51 clusters Score -1.150732e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 2347 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57979 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99024 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115073288.000000 Penalty: 168590.921875
Iteration 480F: 51 clusters Score -1.150733e+08 nChanged 0
Entering ConstructFrom: 
Score: -115073288.000000 Penalty: 168590.921875
Entering ConstructFrom: 
Trying to split cluster 1 (10828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Entering Unmasked Estep 
Score: -1601761.625000 Penalty: 2303.892822
	Iteration 0F: 2 clusters Score -1601762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1593577.875000 Penalty: 4607.785645
	Iteration 0F: 3 clusters Score -1593578 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1595854.250000 Penalty: 4607.785645
	Iteration 1F: 3 clusters Score -1595854 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1596221.625000 Penalty: 4607.785645
	Iteration 2F: 3 clusters Score -1596222 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1596501.000000 Penalty: 4607.785645
	Iteration 3F: 3 clusters Score -1596501 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1596758.875000 Penalty: 4607.785645
	Iteration 4Q: 3 clusters Score -1596759 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1596994.125000 Penalty: 4607.785645
	Iteration 5Q: 3 clusters Score -1596994 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1597228.625000 Penalty: 4607.785645
	Iteration 6Q: 3 clusters Score -1597229 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1597455.500000 Penalty: 4607.785645
	Iteration 7Q: 3 clusters Score -1597456 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1597664.875000 Penalty: 4607.785645
	Iteration 8Q: 3 clusters Score -1597665 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1597891.750000 Penalty: 4607.785645
	Iteration 9Q: 3 clusters Score -1597892 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1598171.625000 Penalty: 4607.785645
	Iteration 10Q: 3 clusters Score -1598172 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1598487.500000 Penalty: 4607.785645
	Iteration 11Q: 3 clusters Score -1598488 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1598799.875000 Penalty: 4607.785645
	Iteration 12Q: 3 clusters Score -1598800 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1599093.125000 Penalty: 4607.785645
	Iteration 13Q: 3 clusters Score -1599093 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1599338.875000 Penalty: 4607.785645
	Iteration 14Q: 3 clusters Score -1599339 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1599564.875000 Penalty: 4607.785645
	Iteration 15Q: 3 clusters Score -1599565 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1599754.125000 Penalty: 4607.785645
	Iteration 16Q: 3 clusters Score -1599754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1599885.875000 Penalty: 4607.785645
	Iteration 17Q: 3 clusters Score -1599886 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1599967.000000 Penalty: 4607.785645
	Iteration 18Q: 3 clusters Score -1599967 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1600021.000000 Penalty: 4607.785645
	Iteration 19Q: 3 clusters Score -1600021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1600053.000000 Penalty: 4607.785645
	Iteration 20F: 3 clusters Score -1600053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1600081.375000 Penalty: 4607.785645
	Iteration 21Q: 3 clusters Score -1600081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1600104.500000 Penalty: 4607.785645
	Iteration 22Q: 3 clusters Score -1600104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1600127.125000 Penalty: 4607.785645
	Iteration 23Q: 3 clusters Score -1600127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1600145.125000 Penalty: 4607.785645
	Iteration 24Q: 3 clusters Score -1600145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1600156.000000 Penalty: 4607.785645
	Iteration 25Q: 3 clusters Score -1600156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1600169.250000 Penalty: 4607.785645
	Iteration 26Q: 3 clusters Score -1600169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1600176.875000 Penalty: 4607.785645
	Iteration 27Q: 3 clusters Score -1600177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1600180.750000 Penalty: 4607.785645
	Iteration 28Q: 3 clusters Score -1600181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1600190.250000 Penalty: 4607.785645
	Iteration 29Q: 3 clusters Score -1600190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1600191.875000 Penalty: 4607.785645
	Iteration 30Q: 3 clusters Score -1600192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1600193.000000 Penalty: 4607.785645
	Iteration 31Q: 3 clusters Score -1600193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1600195.000000 Penalty: 4607.785645
	Iteration 32Q: 3 clusters Score -1600195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1600200.375000 Penalty: 4607.785645
	Iteration 33Q: 3 clusters Score -1600200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1600202.875000 Penalty: 4607.785645
	Iteration 34Q: 3 clusters Score -1600203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1600206.375000 Penalty: 4607.785645
	Iteration 35Q: 3 clusters Score -1600206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1600205.750000 Penalty: 4607.785645
	Iteration 36Q: 3 clusters Score -1600206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1600209.625000 Penalty: 4607.785645
	Iteration 37Q: 3 clusters Score -1600210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1600210.250000 Penalty: 4607.785645
	Iteration 38Q: 3 clusters Score -1600210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1600210.250000 Penalty: 4607.785645
	Iteration 39Q: 3 clusters Score -1600210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1600209.750000 Penalty: 4607.785645
	Iteration 40F: 3 clusters Score -1600210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1600211.500000 Penalty: 4607.785645
	Iteration 41Q: 3 clusters Score -1600212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1600219.000000 Penalty: 4607.785645
	Iteration 42Q: 3 clusters Score -1600219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1600220.625000 Penalty: 4607.785645
	Iteration 43Q: 3 clusters Score -1600221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1600220.000000 Penalty: 4607.785645
	Iteration 44Q: 3 clusters Score -1600220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1600220.125000 Penalty: 4607.785645
	Iteration 45Q: 3 clusters Score -1600220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1600222.875000 Penalty: 4607.785645
	Iteration 46Q: 3 clusters Score -1600223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1600229.000000 Penalty: 4607.785645
	Iteration 47Q: 3 clusters Score -1600229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1600229.375000 Penalty: 4607.785645
	Iteration 48Q: 3 clusters Score -1600229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1600233.125000 Penalty: 4607.785645
	Iteration 49Q: 3 clusters Score -1600233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1600232.000000 Penalty: 4607.785645
	Iteration 50Q: 3 clusters Score -1600232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1600233.000000 Penalty: 4607.785645
	Iteration 51Q: 3 clusters Score -1600233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1600234.250000 Penalty: 4607.785645
	Iteration 52Q: 3 clusters Score -1600234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1600233.625000 Penalty: 4607.785645
	Iteration 53Q: 3 clusters Score -1600234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1600237.500000 Penalty: 4607.785645
	Iteration 54Q: 3 clusters Score -1600238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1600240.250000 Penalty: 4607.785645
	Iteration 55Q: 3 clusters Score -1600240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1600238.750000 Penalty: 4607.785645
	Iteration 56Q: 3 clusters Score -1600239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1600241.875000 Penalty: 4607.785645
	Iteration 57Q: 3 clusters Score -1600242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1600239.750000 Penalty: 4607.785645
	Iteration 58Q: 3 clusters Score -1600240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1600240.125000 Penalty: 4607.785645
	Iteration 59Q: 3 clusters Score -1600240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1600241.250000 Penalty: 4607.785645
	Iteration 60F: 3 clusters Score -1600241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1600241.625000 Penalty: 4607.785645
	Iteration 61Q: 3 clusters Score -1600242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1600241.625000 Penalty: 4607.785645
	Iteration 62F: 3 clusters Score -1600242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Entering Unmasked Estep 
Score: -821267.687500 Penalty: 2144.715332
	Iteration 0F: 2 clusters Score -821267.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -816341.562500 Penalty: 4289.430664
	Iteration 0F: 3 clusters Score -816341.6 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -817765.187500 Penalty: 4289.430664
	Iteration 1F: 3 clusters Score -817765.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -818089.687500 Penalty: 4289.430664
	Iteration 2F: 3 clusters Score -818089.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -818321.875000 Penalty: 4289.430664
	Iteration 3F: 3 clusters Score -818321.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -818511.687500 Penalty: 4289.430664
	Iteration 4Q: 3 clusters Score -818511.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -818691.812500 Penalty: 4289.430664
	Iteration 5Q: 3 clusters Score -818691.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -818832.937500 Penalty: 4289.430664
	Iteration 6Q: 3 clusters Score -818832.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -818970.812500 Penalty: 4289.430664
	Iteration 7Q: 3 clusters Score -818970.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -819081.750000 Penalty: 4289.430664
	Iteration 8Q: 3 clusters Score -819081.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -819172.937500 Penalty: 4289.430664
	Iteration 9Q: 3 clusters Score -819172.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -819240.750000 Penalty: 4289.430664
	Iteration 10Q: 3 clusters Score -819240.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -819295.437500 Penalty: 4289.430664
	Iteration 11Q: 3 clusters Score -819295.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -819339.875000 Penalty: 4289.430664
	Iteration 12Q: 3 clusters Score -819339.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -819359.687500 Penalty: 4289.430664
	Iteration 13Q: 3 clusters Score -819359.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -819378.437500 Penalty: 4289.430664
	Iteration 14Q: 3 clusters Score -819378.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -819395.875000 Penalty: 4289.430664
	Iteration 15Q: 3 clusters Score -819395.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -819408.000000 Penalty: 4289.430664
	Iteration 16Q: 3 clusters Score -819408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -819417.250000 Penalty: 4289.430664
	Iteration 17Q: 3 clusters Score -819417.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -819430.500000 Penalty: 4289.430664
	Iteration 18Q: 3 clusters Score -819430.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -819438.625000 Penalty: 4289.430664
	Iteration 19Q: 3 clusters Score -819438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -819444.000000 Penalty: 4289.430664
	Iteration 20F: 3 clusters Score -819444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -819453.437500 Penalty: 4289.430664
	Iteration 21Q: 3 clusters Score -819453.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -819464.062500 Penalty: 4289.430664
	Iteration 22Q: 3 clusters Score -819464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -819469.500000 Penalty: 4289.430664
	Iteration 23Q: 3 clusters Score -819469.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -819476.187500 Penalty: 4289.430664
	Iteration 24Q: 3 clusters Score -819476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -819480.125000 Penalty: 4289.430664
	Iteration 25Q: 3 clusters Score -819480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -819484.750000 Penalty: 4289.430664
	Iteration 26Q: 3 clusters Score -819484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -819486.687500 Penalty: 4289.430664
	Iteration 27Q: 3 clusters Score -819486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -819486.687500 Penalty: 4289.430664
	Iteration 28Q: 3 clusters Score -819486.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -819488.437500 Penalty: 4289.430664
	Iteration 29Q: 3 clusters Score -819488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -819490.125000 Penalty: 4289.430664
	Iteration 30Q: 3 clusters Score -819490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -819489.000000 Penalty: 4289.430664
	Iteration 31Q: 3 clusters Score -819489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -819490.250000 Penalty: 4289.430664
	Iteration 32Q: 3 clusters Score -819490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -819490.250000 Penalty: 4289.430664
	Iteration 33F: 3 clusters Score -819490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Entering Unmasked Estep 
Score: -2499753.250000 Penalty: 2412.189697
	Iteration 0F: 2 clusters Score -2499753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2487844.250000 Penalty: 4824.379395
	Iteration 0F: 3 clusters Score -2487844 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2491791.500000 Penalty: 4824.379395
	Iteration 1F: 3 clusters Score -2491792 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2492340.250000 Penalty: 4824.379395
	Iteration 2F: 3 clusters Score -2492340 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2492932.000000 Penalty: 4824.379395
	Iteration 3F: 3 clusters Score -2492932 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -2493620.000000 Penalty: 4824.379395
	Iteration 4F: 3 clusters Score -2493620 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2494349.500000 Penalty: 4824.379395
	Iteration 5F: 3 clusters Score -2494350 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2495031.250000 Penalty: 4824.379395
	Iteration 6F: 3 clusters Score -2495031 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2495579.000000 Penalty: 4824.379395
	Iteration 7F: 3 clusters Score -2495579 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2495938.000000 Penalty: 4824.379395
	Iteration 8Q: 3 clusters Score -2495938 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2496167.500000 Penalty: 4824.379395
	Iteration 9Q: 3 clusters Score -2496168 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2496334.500000 Penalty: 4824.379395
	Iteration 10Q: 3 clusters Score -2496334 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2496451.750000 Penalty: 4824.379395
	Iteration 11Q: 3 clusters Score -2496452 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2496539.500000 Penalty: 4824.379395
	Iteration 12Q: 3 clusters Score -2496540 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2496624.250000 Penalty: 4824.379395
	Iteration 13Q: 3 clusters Score -2496624 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2496727.750000 Penalty: 4824.379395
	Iteration 14Q: 3 clusters Score -2496728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2496816.750000 Penalty: 4824.379395
	Iteration 15Q: 3 clusters Score -2496817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2496903.500000 Penalty: 4824.379395
	Iteration 16Q: 3 clusters Score -2496904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2496982.250000 Penalty: 4824.379395
	Iteration 17Q: 3 clusters Score -2496982 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2497060.000000 Penalty: 4824.379395
	Iteration 18Q: 3 clusters Score -2497060 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2497121.500000 Penalty: 4824.379395
	Iteration 19Q: 3 clusters Score -2497122 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2497177.500000 Penalty: 4824.379395
	Iteration 20F: 3 clusters Score -2497178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2497236.000000 Penalty: 4824.379395
	Iteration 21Q: 3 clusters Score -2497236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2497313.000000 Penalty: 4824.379395
	Iteration 22Q: 3 clusters Score -2497313 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2497364.000000 Penalty: 4824.379395
	Iteration 23Q: 3 clusters Score -2497364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2497410.000000 Penalty: 4824.379395
	Iteration 24Q: 3 clusters Score -2497410 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2497452.750000 Penalty: 4824.379395
	Iteration 25Q: 3 clusters Score -2497453 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2497491.750000 Penalty: 4824.379395
	Iteration 26Q: 3 clusters Score -2497492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2497531.000000 Penalty: 4824.379395
	Iteration 27Q: 3 clusters Score -2497531 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2497560.250000 Penalty: 4824.379395
	Iteration 28Q: 3 clusters Score -2497560 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2497585.000000 Penalty: 4824.379395
	Iteration 29Q: 3 clusters Score -2497585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2497603.750000 Penalty: 4824.379395
	Iteration 30Q: 3 clusters Score -2497604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2497620.500000 Penalty: 4824.379395
	Iteration 31Q: 3 clusters Score -2497620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2497641.500000 Penalty: 4824.379395
	Iteration 32Q: 3 clusters Score -2497642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2497659.250000 Penalty: 4824.379395
	Iteration 33Q: 3 clusters Score -2497659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2497667.750000 Penalty: 4824.379395
	Iteration 34Q: 3 clusters Score -2497668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2497681.000000 Penalty: 4824.379395
	Iteration 35Q: 3 clusters Score -2497681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2497688.250000 Penalty: 4824.379395
	Iteration 36Q: 3 clusters Score -2497688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2497698.750000 Penalty: 4824.379395
	Iteration 37Q: 3 clusters Score -2497699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2497709.250000 Penalty: 4824.379395
	Iteration 38Q: 3 clusters Score -2497709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2497713.250000 Penalty: 4824.379395
	Iteration 39Q: 3 clusters Score -2497713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2497716.000000 Penalty: 4824.379395
	Iteration 40F: 3 clusters Score -2497716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2497719.500000 Penalty: 4824.379395
	Iteration 41Q: 3 clusters Score -2497720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2497726.750000 Penalty: 4824.379395
	Iteration 42Q: 3 clusters Score -2497727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2497730.250000 Penalty: 4824.379395
	Iteration 43Q: 3 clusters Score -2497730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2497726.250000 Penalty: 4824.379395
	Iteration 44Q: 3 clusters Score -2497726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2497730.250000 Penalty: 4824.379395
	Iteration 45Q: 3 clusters Score -2497730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2497734.750000 Penalty: 4824.379395
	Iteration 46Q: 3 clusters Score -2497735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2497739.500000 Penalty: 4824.379395
	Iteration 47Q: 3 clusters Score -2497740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2497743.500000 Penalty: 4824.379395
	Iteration 48Q: 3 clusters Score -2497744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2497740.750000 Penalty: 4824.379395
	Iteration 49Q: 3 clusters Score -2497741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2497742.750000 Penalty: 4824.379395
	Iteration 50Q: 3 clusters Score -2497743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2497745.250000 Penalty: 4824.379395
	Iteration 51Q: 3 clusters Score -2497745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -2497745.250000 Penalty: 4824.379395
	Iteration 52F: 3 clusters Score -2497745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Entering Unmasked Estep 
Score: -1123606.125000 Penalty: 2229.010742
	Iteration 0F: 2 clusters Score -1123606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1117263.125000 Penalty: 4458.021484
	Iteration 0F: 3 clusters Score -1117263 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1119258.750000 Penalty: 4458.021484
	Iteration 1F: 3 clusters Score -1119259 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1119896.750000 Penalty: 4458.021484
	Iteration 2F: 3 clusters Score -1119897 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1120524.125000 Penalty: 4458.021484
	Iteration 3F: 3 clusters Score -1120524 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1121152.750000 Penalty: 4458.021484
	Iteration 4F: 3 clusters Score -1121153 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1121658.000000 Penalty: 4458.021484
	Iteration 5F: 3 clusters Score -1121658 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1122025.250000 Penalty: 4458.021484
	Iteration 6F: 3 clusters Score -1122025 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1122272.500000 Penalty: 4458.021484
	Iteration 7Q: 3 clusters Score -1122272 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1122421.750000 Penalty: 4458.021484
	Iteration 8Q: 3 clusters Score -1122422 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1122508.750000 Penalty: 4458.021484
	Iteration 9Q: 3 clusters Score -1122509 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1122583.625000 Penalty: 4458.021484
	Iteration 10Q: 3 clusters Score -1122584 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1122632.500000 Penalty: 4458.021484
	Iteration 11Q: 3 clusters Score -1122632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1122663.125000 Penalty: 4458.021484
	Iteration 12Q: 3 clusters Score -1122663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1122687.000000 Penalty: 4458.021484
	Iteration 13Q: 3 clusters Score -1122687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1122707.375000 Penalty: 4458.021484
	Iteration 14Q: 3 clusters Score -1122707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1122728.500000 Penalty: 4458.021484
	Iteration 15Q: 3 clusters Score -1122728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1122747.750000 Penalty: 4458.021484
	Iteration 16Q: 3 clusters Score -1122748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1122757.250000 Penalty: 4458.021484
	Iteration 17Q: 3 clusters Score -1122757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1122763.125000 Penalty: 4458.021484
	Iteration 18Q: 3 clusters Score -1122763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1122774.625000 Penalty: 4458.021484
	Iteration 19Q: 3 clusters Score -1122775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1122785.500000 Penalty: 4458.021484
	Iteration 20F: 3 clusters Score -1122786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1122799.750000 Penalty: 4458.021484
	Iteration 21Q: 3 clusters Score -1122800 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1122810.250000 Penalty: 4458.021484
	Iteration 22Q: 3 clusters Score -1122810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1122820.625000 Penalty: 4458.021484
	Iteration 23Q: 3 clusters Score -1122821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1122828.750000 Penalty: 4458.021484
	Iteration 24Q: 3 clusters Score -1122829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1122835.750000 Penalty: 4458.021484
	Iteration 25Q: 3 clusters Score -1122836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1122847.000000 Penalty: 4458.021484
	Iteration 26Q: 3 clusters Score -1122847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1122856.625000 Penalty: 4458.021484
	Iteration 27Q: 3 clusters Score -1122857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1122864.750000 Penalty: 4458.021484
	Iteration 28Q: 3 clusters Score -1122865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1122868.125000 Penalty: 4458.021484
	Iteration 29Q: 3 clusters Score -1122868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1122869.625000 Penalty: 4458.021484
	Iteration 30Q: 3 clusters Score -1122870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1122876.000000 Penalty: 4458.021484
	Iteration 31Q: 3 clusters Score -1122876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1122879.250000 Penalty: 4458.021484
	Iteration 32Q: 3 clusters Score -1122879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1122882.250000 Penalty: 4458.021484
	Iteration 33Q: 3 clusters Score -1122882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1122885.875000 Penalty: 4458.021484
	Iteration 34Q: 3 clusters Score -1122886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1122884.375000 Penalty: 4458.021484
	Iteration 35Q: 3 clusters Score -1122884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1122890.250000 Penalty: 4458.021484
	Iteration 36Q: 3 clusters Score -1122890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1122893.750000 Penalty: 4458.021484
	Iteration 37Q: 3 clusters Score -1122894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1122895.375000 Penalty: 4458.021484
	Iteration 38Q: 3 clusters Score -1122895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1122901.125000 Penalty: 4458.021484
	Iteration 39Q: 3 clusters Score -1122901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1122906.875000 Penalty: 4458.021484
	Iteration 40F: 3 clusters Score -1122907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1122913.375000 Penalty: 4458.021484
	Iteration 41Q: 3 clusters Score -1122913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1122919.375000 Penalty: 4458.021484
	Iteration 42Q: 3 clusters Score -1122919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1122926.000000 Penalty: 4458.021484
	Iteration 43Q: 3 clusters Score -1122926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1122930.750000 Penalty: 4458.021484
	Iteration 44Q: 3 clusters Score -1122931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1122932.875000 Penalty: 4458.021484
	Iteration 45Q: 3 clusters Score -1122933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1122936.500000 Penalty: 4458.021484
	Iteration 46Q: 3 clusters Score -1122936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1122942.125000 Penalty: 4458.021484
	Iteration 47Q: 3 clusters Score -1122942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1122948.250000 Penalty: 4458.021484
	Iteration 48Q: 3 clusters Score -1122948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1122958.250000 Penalty: 4458.021484
	Iteration 49Q: 3 clusters Score -1122958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1122975.375000 Penalty: 4458.021484
	Iteration 50Q: 3 clusters Score -1122975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1122989.750000 Penalty: 4458.021484
	Iteration 51Q: 3 clusters Score -1122990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1122996.250000 Penalty: 4458.021484
	Iteration 52Q: 3 clusters Score -1122996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1123006.625000 Penalty: 4458.021484
	Iteration 53Q: 3 clusters Score -1123007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1123014.375000 Penalty: 4458.021484
	Iteration 54Q: 3 clusters Score -1123014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1123022.750000 Penalty: 4458.021484
	Iteration 55Q: 3 clusters Score -1123023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1123026.750000 Penalty: 4458.021484
	Iteration 56Q: 3 clusters Score -1123027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1123035.875000 Penalty: 4458.021484
	Iteration 57Q: 3 clusters Score -1123036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1123040.375000 Penalty: 4458.021484
	Iteration 58Q: 3 clusters Score -1123040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1123047.375000 Penalty: 4458.021484
	Iteration 59Q: 3 clusters Score -1123047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1123059.000000 Penalty: 4458.021484
	Iteration 60F: 3 clusters Score -1123059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1123067.625000 Penalty: 4458.021484
	Iteration 61Q: 3 clusters Score -1123068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1123079.375000 Penalty: 4458.021484
	Iteration 62Q: 3 clusters Score -1123079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1123089.875000 Penalty: 4458.021484
	Iteration 63Q: 3 clusters Score -1123090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1123102.875000 Penalty: 4458.021484
	Iteration 64Q: 3 clusters Score -1123103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1123118.750000 Penalty: 4458.021484
	Iteration 65Q: 3 clusters Score -1123119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1123131.625000 Penalty: 4458.021484
	Iteration 66Q: 3 clusters Score -1123132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1123141.375000 Penalty: 4458.021484
	Iteration 67Q: 3 clusters Score -1123141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1123147.500000 Penalty: 4458.021484
	Iteration 68Q: 3 clusters Score -1123148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1123150.750000 Penalty: 4458.021484
	Iteration 69Q: 3 clusters Score -1123151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1123156.875000 Penalty: 4458.021484
	Iteration 70Q: 3 clusters Score -1123157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1123161.750000 Penalty: 4458.021484
	Iteration 71Q: 3 clusters Score -1123162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1123162.375000 Penalty: 4458.021484
	Iteration 72Q: 3 clusters Score -1123162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1123167.875000 Penalty: 4458.021484
	Iteration 73Q: 3 clusters Score -1123168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1123172.875000 Penalty: 4458.021484
	Iteration 74Q: 3 clusters Score -1123173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1123174.750000 Penalty: 4458.021484
	Iteration 75Q: 3 clusters Score -1123175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1123178.500000 Penalty: 4458.021484
	Iteration 76Q: 3 clusters Score -1123178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1123181.000000 Penalty: 4458.021484
	Iteration 77Q: 3 clusters Score -1123181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1123183.875000 Penalty: 4458.021484
	Iteration 78Q: 3 clusters Score -1123184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1123184.625000 Penalty: 4458.021484
	Iteration 79Q: 3 clusters Score -1123185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1123186.875000 Penalty: 4458.021484
	Iteration 80F: 3 clusters Score -1123187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1123188.000000 Penalty: 4458.021484
	Iteration 81Q: 3 clusters Score -1123188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1123188.375000 Penalty: 4458.021484
	Iteration 82Q: 3 clusters Score -1123188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1123188.375000 Penalty: 4458.021484
	Iteration 83F: 3 clusters Score -1123188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Entering Unmasked Estep 
Score: -5475706.500000 Penalty: 2605.480713
	Iteration 0F: 2 clusters Score -5475706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -5450706.000000 Penalty: 5210.961426
	Iteration 0F: 3 clusters Score -5450706 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -5459796.000000 Penalty: 5210.961426
	Iteration 1F: 3 clusters Score -5459796 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5460284.500000 Penalty: 5210.961426
	Iteration 2Q: 3 clusters Score -5460284 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5460653.500000 Penalty: 5210.961426
	Iteration 3Q: 3 clusters Score -5460654 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5461034.500000 Penalty: 5210.961426
	Iteration 4Q: 3 clusters Score -5461034 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5461395.500000 Penalty: 5210.961426
	Iteration 5Q: 3 clusters Score -5461396 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -5461852.000000 Penalty: 5210.961426
	Iteration 6Q: 3 clusters Score -5461852 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5462307.500000 Penalty: 5210.961426
	Iteration 7Q: 3 clusters Score -5462308 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -5462997.000000 Penalty: 5210.961426
	Iteration 8Q: 3 clusters Score -5462997 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -5463980.500000 Penalty: 5210.961426
	Iteration 9Q: 3 clusters Score -5463980 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5465367.500000 Penalty: 5210.961426
	Iteration 10F: 3 clusters Score -5465368 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5467121.000000 Penalty: 5210.961426
	Iteration 11F: 3 clusters Score -5467121 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -5469137.000000 Penalty: 5210.961426
	Iteration 12F: 3 clusters Score -5469137 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -5470912.500000 Penalty: 5210.961426
	Iteration 13F: 3 clusters Score -5470912 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5472132.500000 Penalty: 5210.961426
	Iteration 14Q: 3 clusters Score -5472132 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -5472755.000000 Penalty: 5210.961426
	Iteration 15Q: 3 clusters Score -5472755 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5473043.500000 Penalty: 5210.961426
	Iteration 16Q: 3 clusters Score -5473044 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -5473212.000000 Penalty: 5210.961426
	Iteration 17Q: 3 clusters Score -5473212 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5473314.000000 Penalty: 5210.961426
	Iteration 18Q: 3 clusters Score -5473314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -5473359.500000 Penalty: 5210.961426
	Iteration 19Q: 3 clusters Score -5473360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5473375.500000 Penalty: 5210.961426
	Iteration 20F: 3 clusters Score -5473376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5473388.000000 Penalty: 5210.961426
	Iteration 21Q: 3 clusters Score -5473388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -5473396.500000 Penalty: 5210.961426
	Iteration 22Q: 3 clusters Score -5473396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5473401.000000 Penalty: 5210.961426
	Iteration 23Q: 3 clusters Score -5473401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5473407.000000 Penalty: 5210.961426
	Iteration 24Q: 3 clusters Score -5473407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5473409.000000 Penalty: 5210.961426
	Iteration 25Q: 3 clusters Score -5473409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5473409.000000 Penalty: 5210.961426
	Iteration 26F: 3 clusters Score -5473409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Entering Unmasked Estep 
Score: -3956846.000000 Penalty: 2525.508789
	Iteration 0F: 2 clusters Score -3956846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3938620.750000 Penalty: 5051.017578
	Iteration 0F: 3 clusters Score -3938621 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3945072.250000 Penalty: 5051.017578
	Iteration 1F: 3 clusters Score -3945072 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3945747.000000 Penalty: 5051.017578
	Iteration 2F: 3 clusters Score -3945747 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3946545.500000 Penalty: 5051.017578
	Iteration 3F: 3 clusters Score -3946546 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3947603.750000 Penalty: 5051.017578
	Iteration 4F: 3 clusters Score -3947604 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3948949.750000 Penalty: 5051.017578
	Iteration 5F: 3 clusters Score -3948950 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -3950643.000000 Penalty: 5051.017578
	Iteration 6F: 3 clusters Score -3950643 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -3952369.000000 Penalty: 5051.017578
	Iteration 7F: 3 clusters Score -3952369 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3953572.750000 Penalty: 5051.017578
	Iteration 8Q: 3 clusters Score -3953573 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -3954155.500000 Penalty: 5051.017578
	Iteration 9Q: 3 clusters Score -3954156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3954404.500000 Penalty: 5051.017578
	Iteration 10Q: 3 clusters Score -3954404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3954500.250000 Penalty: 5051.017578
	Iteration 11Q: 3 clusters Score -3954500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3954553.250000 Penalty: 5051.017578
	Iteration 12Q: 3 clusters Score -3954553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3954571.750000 Penalty: 5051.017578
	Iteration 13Q: 3 clusters Score -3954572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3954583.250000 Penalty: 5051.017578
	Iteration 14Q: 3 clusters Score -3954583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3954596.500000 Penalty: 5051.017578
	Iteration 15Q: 3 clusters Score -3954596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -3954603.500000 Penalty: 5051.017578
	Iteration 16Q: 3 clusters Score -3954604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3954608.250000 Penalty: 5051.017578
	Iteration 17Q: 3 clusters Score -3954608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3954608.250000 Penalty: 5051.017578
	Iteration 18F: 3 clusters Score -3954608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Entering Unmasked Estep 
Score: -1734409.500000 Penalty: 2323.080322
	Iteration 0F: 2 clusters Score -1734410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1725681.625000 Penalty: 4646.160645
	Iteration 0F: 3 clusters Score -1725682 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1728215.250000 Penalty: 4646.160645
	Iteration 1F: 3 clusters Score -1728215 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1728551.750000 Penalty: 4646.160645
	Iteration 2F: 3 clusters Score -1728552 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1728825.250000 Penalty: 4646.160645
	Iteration 3F: 3 clusters Score -1728825 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1729068.875000 Penalty: 4646.160645
	Iteration 4Q: 3 clusters Score -1729069 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1729307.500000 Penalty: 4646.160645
	Iteration 5Q: 3 clusters Score -1729308 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1729525.875000 Penalty: 4646.160645
	Iteration 6Q: 3 clusters Score -1729526 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1729743.625000 Penalty: 4646.160645
	Iteration 7Q: 3 clusters Score -1729744 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1729974.625000 Penalty: 4646.160645
	Iteration 8Q: 3 clusters Score -1729975 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1730214.500000 Penalty: 4646.160645
	Iteration 9Q: 3 clusters Score -1730214 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1730462.750000 Penalty: 4646.160645
	Iteration 10Q: 3 clusters Score -1730463 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1730782.625000 Penalty: 4646.160645
	Iteration 11Q: 3 clusters Score -1730783 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1731130.125000 Penalty: 4646.160645
	Iteration 12Q: 3 clusters Score -1731130 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1731414.250000 Penalty: 4646.160645
	Iteration 13Q: 3 clusters Score -1731414 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1731612.375000 Penalty: 4646.160645
	Iteration 14Q: 3 clusters Score -1731612 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1731767.375000 Penalty: 4646.160645
	Iteration 15Q: 3 clusters Score -1731767 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1731872.750000 Penalty: 4646.160645
	Iteration 16Q: 3 clusters Score -1731873 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1731964.625000 Penalty: 4646.160645
	Iteration 17Q: 3 clusters Score -1731965 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1732060.125000 Penalty: 4646.160645
	Iteration 18Q: 3 clusters Score -1732060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1732135.000000 Penalty: 4646.160645
	Iteration 19Q: 3 clusters Score -1732135 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1732195.125000 Penalty: 4646.160645
	Iteration 20F: 3 clusters Score -1732195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1732251.250000 Penalty: 4646.160645
	Iteration 21Q: 3 clusters Score -1732251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1732302.375000 Penalty: 4646.160645
	Iteration 22Q: 3 clusters Score -1732302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1732369.000000 Penalty: 4646.160645
	Iteration 23Q: 3 clusters Score -1732369 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1732439.750000 Penalty: 4646.160645
	Iteration 24Q: 3 clusters Score -1732440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1732495.625000 Penalty: 4646.160645
	Iteration 25Q: 3 clusters Score -1732496 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1732566.625000 Penalty: 4646.160645
	Iteration 26Q: 3 clusters Score -1732567 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1732614.125000 Penalty: 4646.160645
	Iteration 27Q: 3 clusters Score -1732614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1732661.000000 Penalty: 4646.160645
	Iteration 28Q: 3 clusters Score -1732661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1732727.625000 Penalty: 4646.160645
	Iteration 29Q: 3 clusters Score -1732728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1732803.125000 Penalty: 4646.160645
	Iteration 30Q: 3 clusters Score -1732803 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1732870.250000 Penalty: 4646.160645
	Iteration 31Q: 3 clusters Score -1732870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1732942.000000 Penalty: 4646.160645
	Iteration 32Q: 3 clusters Score -1732942 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1732998.125000 Penalty: 4646.160645
	Iteration 33Q: 3 clusters Score -1732998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1733013.750000 Penalty: 4646.160645
	Iteration 34Q: 3 clusters Score -1733014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1733023.000000 Penalty: 4646.160645
	Iteration 35Q: 3 clusters Score -1733023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1733028.500000 Penalty: 4646.160645
	Iteration 36Q: 3 clusters Score -1733028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1733030.000000 Penalty: 4646.160645
	Iteration 37Q: 3 clusters Score -1733030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1733035.000000 Penalty: 4646.160645
	Iteration 38Q: 3 clusters Score -1733035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1733036.625000 Penalty: 4646.160645
	Iteration 39Q: 3 clusters Score -1733037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1733039.000000 Penalty: 4646.160645
	Iteration 40F: 3 clusters Score -1733039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1733038.250000 Penalty: 4646.160645
	Iteration 41Q: 3 clusters Score -1733038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1733043.375000 Penalty: 4646.160645
	Iteration 42Q: 3 clusters Score -1733043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1733045.125000 Penalty: 4646.160645
	Iteration 43Q: 3 clusters Score -1733045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1733046.375000 Penalty: 4646.160645
	Iteration 44Q: 3 clusters Score -1733046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1733048.375000 Penalty: 4646.160645
	Iteration 45Q: 3 clusters Score -1733048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1733048.375000 Penalty: 4646.160645
	Iteration 46Q: 3 clusters Score -1733048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1733052.500000 Penalty: 4646.160645
	Iteration 47Q: 3 clusters Score -1733052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1733054.750000 Penalty: 4646.160645
	Iteration 48Q: 3 clusters Score -1733055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1733054.250000 Penalty: 4646.160645
	Iteration 49Q: 3 clusters Score -1733054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1733057.375000 Penalty: 4646.160645
	Iteration 50Q: 3 clusters Score -1733057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1733065.875000 Penalty: 4646.160645
	Iteration 51Q: 3 clusters Score -1733066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1733072.375000 Penalty: 4646.160645
	Iteration 52Q: 3 clusters Score -1733072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1733080.875000 Penalty: 4646.160645
	Iteration 53Q: 3 clusters Score -1733081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1733084.125000 Penalty: 4646.160645
	Iteration 54Q: 3 clusters Score -1733084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1733082.875000 Penalty: 4646.160645
	Iteration 55Q: 3 clusters Score -1733083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1733081.500000 Penalty: 4646.160645
	Iteration 56Q: 3 clusters Score -1733082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1733083.250000 Penalty: 4646.160645
	Iteration 57Q: 3 clusters Score -1733083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1733088.875000 Penalty: 4646.160645
	Iteration 58Q: 3 clusters Score -1733089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1733091.000000 Penalty: 4646.160645
	Iteration 59Q: 3 clusters Score -1733091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1733091.500000 Penalty: 4646.160645
	Iteration 60F: 3 clusters Score -1733092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1733091.750000 Penalty: 4646.160645
	Iteration 61Q: 3 clusters Score -1733092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1733091.875000 Penalty: 4646.160645
	Iteration 62Q: 3 clusters Score -1733092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1733094.000000 Penalty: 4646.160645
	Iteration 63Q: 3 clusters Score -1733094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1733093.625000 Penalty: 4646.160645
	Iteration 64Q: 3 clusters Score -1733094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1733095.750000 Penalty: 4646.160645
	Iteration 65Q: 3 clusters Score -1733096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1733094.875000 Penalty: 4646.160645
	Iteration 66Q: 3 clusters Score -1733095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1733094.875000 Penalty: 4646.160645
	Iteration 67F: 3 clusters Score -1733095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Entering Unmasked Estep 
Score: -2575468.250000 Penalty: 2438.320557
	Iteration 0F: 2 clusters Score -2575468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -2562300.750000 Penalty: 4876.641113
	Iteration 0F: 3 clusters Score -2562301 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2566864.500000 Penalty: 4876.641113
	Iteration 1F: 3 clusters Score -2566864 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2567420.500000 Penalty: 4876.641113
	Iteration 2F: 3 clusters Score -2567420 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2567978.500000 Penalty: 4876.641113
	Iteration 3F: 3 clusters Score -2567978 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2568572.250000 Penalty: 4876.641113
	Iteration 4F: 3 clusters Score -2568572 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2569239.500000 Penalty: 4876.641113
	Iteration 5F: 3 clusters Score -2569240 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2569920.500000 Penalty: 4876.641113
	Iteration 6F: 3 clusters Score -2569920 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2570540.000000 Penalty: 4876.641113
	Iteration 7F: 3 clusters Score -2570540 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2571074.000000 Penalty: 4876.641113
	Iteration 8Q: 3 clusters Score -2571074 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2571558.250000 Penalty: 4876.641113
	Iteration 9Q: 3 clusters Score -2571558 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -2571984.250000 Penalty: 4876.641113
	Iteration 10Q: 3 clusters Score -2571984 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2572329.000000 Penalty: 4876.641113
	Iteration 11Q: 3 clusters Score -2572329 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2572621.000000 Penalty: 4876.641113
	Iteration 12Q: 3 clusters Score -2572621 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2572862.250000 Penalty: 4876.641113
	Iteration 13Q: 3 clusters Score -2572862 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2573084.000000 Penalty: 4876.641113
	Iteration 14Q: 3 clusters Score -2573084 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2573232.500000 Penalty: 4876.641113
	Iteration 15Q: 3 clusters Score -2573232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2573359.250000 Penalty: 4876.641113
	Iteration 16Q: 3 clusters Score -2573359 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2573455.750000 Penalty: 4876.641113
	Iteration 17Q: 3 clusters Score -2573456 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2573501.250000 Penalty: 4876.641113
	Iteration 18Q: 3 clusters Score -2573501 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2573543.750000 Penalty: 4876.641113
	Iteration 19Q: 3 clusters Score -2573544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2573580.500000 Penalty: 4876.641113
	Iteration 20F: 3 clusters Score -2573580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2573598.750000 Penalty: 4876.641113
	Iteration 21Q: 3 clusters Score -2573599 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2573613.750000 Penalty: 4876.641113
	Iteration 22Q: 3 clusters Score -2573614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2573627.750000 Penalty: 4876.641113
	Iteration 23Q: 3 clusters Score -2573628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2573647.000000 Penalty: 4876.641113
	Iteration 24Q: 3 clusters Score -2573647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2573667.250000 Penalty: 4876.641113
	Iteration 25Q: 3 clusters Score -2573667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2573682.250000 Penalty: 4876.641113
	Iteration 26Q: 3 clusters Score -2573682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2573696.250000 Penalty: 4876.641113
	Iteration 27Q: 3 clusters Score -2573696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2573717.250000 Penalty: 4876.641113
	Iteration 28Q: 3 clusters Score -2573717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2573737.250000 Penalty: 4876.641113
	Iteration 29Q: 3 clusters Score -2573737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2573750.500000 Penalty: 4876.641113
	Iteration 30Q: 3 clusters Score -2573750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2573768.500000 Penalty: 4876.641113
	Iteration 31Q: 3 clusters Score -2573768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2573773.500000 Penalty: 4876.641113
	Iteration 32Q: 3 clusters Score -2573774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2573772.750000 Penalty: 4876.641113
	Iteration 33Q: 3 clusters Score -2573773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2573785.500000 Penalty: 4876.641113
	Iteration 34Q: 3 clusters Score -2573786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2573793.250000 Penalty: 4876.641113
	Iteration 35Q: 3 clusters Score -2573793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2573802.250000 Penalty: 4876.641113
	Iteration 36Q: 3 clusters Score -2573802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2573801.250000 Penalty: 4876.641113
	Iteration 37Q: 3 clusters Score -2573801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2573818.250000 Penalty: 4876.641113
	Iteration 38Q: 3 clusters Score -2573818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2573839.250000 Penalty: 4876.641113
	Iteration 39Q: 3 clusters Score -2573839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2573850.250000 Penalty: 4876.641113
	Iteration 40F: 3 clusters Score -2573850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2573857.750000 Penalty: 4876.641113
	Iteration 41Q: 3 clusters Score -2573858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2573876.750000 Penalty: 4876.641113
	Iteration 42Q: 3 clusters Score -2573877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2573888.750000 Penalty: 4876.641113
	Iteration 43Q: 3 clusters Score -2573889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2573896.750000 Penalty: 4876.641113
	Iteration 44Q: 3 clusters Score -2573897 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2573908.750000 Penalty: 4876.641113
	Iteration 45Q: 3 clusters Score -2573909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2573913.750000 Penalty: 4876.641113
	Iteration 46Q: 3 clusters Score -2573914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2573922.250000 Penalty: 4876.641113
	Iteration 47Q: 3 clusters Score -2573922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2573923.250000 Penalty: 4876.641113
	Iteration 48Q: 3 clusters Score -2573923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2573929.750000 Penalty: 4876.641113
	Iteration 49Q: 3 clusters Score -2573930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2573933.000000 Penalty: 4876.641113
	Iteration 50Q: 3 clusters Score -2573933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2573932.000000 Penalty: 4876.641113
	Iteration 51Q: 3 clusters Score -2573932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2573942.250000 Penalty: 4876.641113
	Iteration 52Q: 3 clusters Score -2573942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2573946.250000 Penalty: 4876.641113
	Iteration 53Q: 3 clusters Score -2573946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2573948.000000 Penalty: 4876.641113
	Iteration 54Q: 3 clusters Score -2573948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2573949.250000 Penalty: 4876.641113
	Iteration 55Q: 3 clusters Score -2573949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2573954.000000 Penalty: 4876.641113
	Iteration 56Q: 3 clusters Score -2573954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2573953.250000 Penalty: 4876.641113
	Iteration 57Q: 3 clusters Score -2573953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2573954.750000 Penalty: 4876.641113
	Iteration 58Q: 3 clusters Score -2573955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2573961.500000 Penalty: 4876.641113
	Iteration 59Q: 3 clusters Score -2573962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2573959.250000 Penalty: 4876.641113
	Iteration 60F: 3 clusters Score -2573959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2573961.500000 Penalty: 4876.641113
	Iteration 61Q: 3 clusters Score -2573962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2573961.000000 Penalty: 4876.641113
	Iteration 62Q: 3 clusters Score -2573961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2573958.000000 Penalty: 4876.641113
	Iteration 63Q: 3 clusters Score -2573958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2573966.500000 Penalty: 4876.641113
	Iteration 64Q: 3 clusters Score -2573966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2573966.750000 Penalty: 4876.641113
	Iteration 65Q: 3 clusters Score -2573967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2573972.750000 Penalty: 4876.641113
	Iteration 66Q: 3 clusters Score -2573973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2573981.250000 Penalty: 4876.641113
	Iteration 67Q: 3 clusters Score -2573981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2573976.750000 Penalty: 4876.641113
	Iteration 68Q: 3 clusters Score -2573977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2573976.750000 Penalty: 4876.641113
	Iteration 69Q: 3 clusters Score -2573977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2573976.750000 Penalty: 4876.641113
	Iteration 70F: 3 clusters Score -2573977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Entering Unmasked Estep 
Score: -1603636.000000 Penalty: 2298.848877
	Iteration 0F: 2 clusters Score -1603636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1595579.250000 Penalty: 4597.697754
	Iteration 0F: 3 clusters Score -1595579 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1597989.375000 Penalty: 4597.697754
	Iteration 1F: 3 clusters Score -1597989 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1598401.500000 Penalty: 4597.697754
	Iteration 2F: 3 clusters Score -1598402 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1598763.375000 Penalty: 4597.697754
	Iteration 3F: 3 clusters Score -1598763 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1599097.000000 Penalty: 4597.697754
	Iteration 4F: 3 clusters Score -1599097 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1599466.375000 Penalty: 4597.697754
	Iteration 5F: 3 clusters Score -1599466 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1599817.375000 Penalty: 4597.697754
	Iteration 6F: 3 clusters Score -1599817 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1600120.375000 Penalty: 4597.697754
	Iteration 7Q: 3 clusters Score -1600120 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1600351.125000 Penalty: 4597.697754
	Iteration 8Q: 3 clusters Score -1600351 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1600520.375000 Penalty: 4597.697754
	Iteration 9Q: 3 clusters Score -1600520 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1600644.125000 Penalty: 4597.697754
	Iteration 10Q: 3 clusters Score -1600644 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1600737.125000 Penalty: 4597.697754
	Iteration 11Q: 3 clusters Score -1600737 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1600808.375000 Penalty: 4597.697754
	Iteration 12Q: 3 clusters Score -1600808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1600868.875000 Penalty: 4597.697754
	Iteration 13Q: 3 clusters Score -1600869 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1600927.000000 Penalty: 4597.697754
	Iteration 14Q: 3 clusters Score -1600927 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1600978.500000 Penalty: 4597.697754
	Iteration 15Q: 3 clusters Score -1600978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1601024.500000 Penalty: 4597.697754
	Iteration 16Q: 3 clusters Score -1601024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1601063.250000 Penalty: 4597.697754
	Iteration 17Q: 3 clusters Score -1601063 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1601108.250000 Penalty: 4597.697754
	Iteration 18Q: 3 clusters Score -1601108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1601151.125000 Penalty: 4597.697754
	Iteration 19Q: 3 clusters Score -1601151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1601187.625000 Penalty: 4597.697754
	Iteration 20F: 3 clusters Score -1601188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1601212.250000 Penalty: 4597.697754
	Iteration 21Q: 3 clusters Score -1601212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1601246.375000 Penalty: 4597.697754
	Iteration 22Q: 3 clusters Score -1601246 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1601275.250000 Penalty: 4597.697754
	Iteration 23Q: 3 clusters Score -1601275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1601302.875000 Penalty: 4597.697754
	Iteration 24Q: 3 clusters Score -1601303 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1601342.250000 Penalty: 4597.697754
	Iteration 25Q: 3 clusters Score -1601342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1601373.750000 Penalty: 4597.697754
	Iteration 26Q: 3 clusters Score -1601374 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1601402.250000 Penalty: 4597.697754
	Iteration 27Q: 3 clusters Score -1601402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1601431.375000 Penalty: 4597.697754
	Iteration 28Q: 3 clusters Score -1601431 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1601466.000000 Penalty: 4597.697754
	Iteration 29Q: 3 clusters Score -1601466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1601493.250000 Penalty: 4597.697754
	Iteration 30Q: 3 clusters Score -1601493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1601521.750000 Penalty: 4597.697754
	Iteration 31Q: 3 clusters Score -1601522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1601549.875000 Penalty: 4597.697754
	Iteration 32Q: 3 clusters Score -1601550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1601562.125000 Penalty: 4597.697754
	Iteration 33Q: 3 clusters Score -1601562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1601578.250000 Penalty: 4597.697754
	Iteration 34Q: 3 clusters Score -1601578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1601591.875000 Penalty: 4597.697754
	Iteration 35Q: 3 clusters Score -1601592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1601600.250000 Penalty: 4597.697754
	Iteration 36Q: 3 clusters Score -1601600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1601612.000000 Penalty: 4597.697754
	Iteration 37Q: 3 clusters Score -1601612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1601612.375000 Penalty: 4597.697754
	Iteration 38Q: 3 clusters Score -1601612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1601615.875000 Penalty: 4597.697754
	Iteration 39Q: 3 clusters Score -1601616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1601616.000000 Penalty: 4597.697754
	Iteration 40F: 3 clusters Score -1601616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1601617.875000 Penalty: 4597.697754
	Iteration 41Q: 3 clusters Score -1601618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1601624.500000 Penalty: 4597.697754
	Iteration 42Q: 3 clusters Score -1601624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1601622.875000 Penalty: 4597.697754
	Iteration 43Q: 3 clusters Score -1601623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1601624.625000 Penalty: 4597.697754
	Iteration 44Q: 3 clusters Score -1601625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1601627.875000 Penalty: 4597.697754
	Iteration 45Q: 3 clusters Score -1601628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1601626.875000 Penalty: 4597.697754
	Iteration 46Q: 3 clusters Score -1601627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1601632.625000 Penalty: 4597.697754
	Iteration 47Q: 3 clusters Score -1601633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1601632.250000 Penalty: 4597.697754
	Iteration 48Q: 3 clusters Score -1601632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1601638.250000 Penalty: 4597.697754
	Iteration 49Q: 3 clusters Score -1601638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1601639.625000 Penalty: 4597.697754
	Iteration 50Q: 3 clusters Score -1601640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1601640.125000 Penalty: 4597.697754
	Iteration 51Q: 3 clusters Score -1601640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1601638.250000 Penalty: 4597.697754
	Iteration 52Q: 3 clusters Score -1601638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1601641.750000 Penalty: 4597.697754
	Iteration 53Q: 3 clusters Score -1601642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1601645.250000 Penalty: 4597.697754
	Iteration 54Q: 3 clusters Score -1601645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1601643.000000 Penalty: 4597.697754
	Iteration 55Q: 3 clusters Score -1601643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1601641.625000 Penalty: 4597.697754
	Iteration 56Q: 3 clusters Score -1601642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1601643.250000 Penalty: 4597.697754
	Iteration 57Q: 3 clusters Score -1601643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1601644.000000 Penalty: 4597.697754
	Iteration 58Q: 3 clusters Score -1601644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1601644.000000 Penalty: 4597.697754
	Iteration 59F: 3 clusters Score -1601644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1783739.125000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1783739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1774845.375000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1774845 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1777547.625000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1777548 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1777922.250000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1777922 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1778328.125000 Penalty: 4660.040039
	Iteration 3F: 3 clusters Score -1778328 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1778767.375000 Penalty: 4660.040039
	Iteration 4F: 3 clusters Score -1778767 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1779301.000000 Penalty: 4660.040039
	Iteration 5F: 3 clusters Score -1779301 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1779828.125000 Penalty: 4660.040039
	Iteration 6F: 3 clusters Score -1779828 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1780278.750000 Penalty: 4660.040039
	Iteration 7F: 3 clusters Score -1780279 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1780688.000000 Penalty: 4660.040039
	Iteration 8Q: 3 clusters Score -1780688 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1781023.125000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1781023 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1781346.750000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1781347 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1781647.500000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1781648 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1781949.750000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1781950 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1782239.125000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1782239 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1782476.125000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1782476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1782679.625000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1782680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1782855.625000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1782856 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1782980.750000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1782981 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1783055.375000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1783055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1783095.000000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1783095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1783127.000000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1783127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1783146.500000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1783146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1783162.875000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1783163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1783175.500000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1783176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1783180.125000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1783180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1783182.750000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1783183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1783184.625000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1783185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1783193.125000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1783193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1783198.375000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1783198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1783200.250000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1783200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1783196.500000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1783196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1783202.625000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1783203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1783206.000000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1783206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1783206.375000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1783206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1783208.750000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1783209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1783211.125000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1783211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1783212.125000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1783212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1783214.000000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1783214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1783215.000000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1783215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1783215.000000 Penalty: 4660.040039
	Iteration 39F: 3 clusters Score -1783215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1156757.500000 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1156758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1150278.125000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1150278 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1152050.875000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1152051 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1152373.500000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1152374 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1152663.125000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -1152663 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1152979.125000 Penalty: 4466.071777
	Iteration 4F: 3 clusters Score -1152979 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1153298.750000 Penalty: 4466.071777
	Iteration 5F: 3 clusters Score -1153299 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1153642.250000 Penalty: 4466.071777
	Iteration 6F: 3 clusters Score -1153642 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1153946.500000 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1153946 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1154198.375000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1154198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1154406.375000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1154406 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1154570.125000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1154570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1154713.625000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1154714 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1154843.250000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1154843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1154948.000000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1154948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1155022.500000 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1155022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1155091.000000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1155091 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1155173.500000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1155174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1155243.375000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1155243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1155318.875000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1155319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1155379.250000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1155379 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1155436.125000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1155436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1155478.125000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1155478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1155507.500000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1155508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1155518.750000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1155519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1155530.000000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1155530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1155535.875000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1155536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1155539.000000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1155539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1155546.750000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1155547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1155550.375000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1155550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1155549.250000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1155549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1155550.375000 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1155550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1155551.500000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1155552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1155549.875000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1155550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1155552.500000 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1155552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1155553.500000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1155554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1155554.625000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1155555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1155556.125000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1155556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1155557.875000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1155558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1155557.625000 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1155558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1155556.500000 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1155556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1155556.500000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1155556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Entering Unmasked Estep 
Score: -4771847.000000 Penalty: 2572.896973
	Iteration 0F: 2 clusters Score -4771847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4749930.500000 Penalty: 5145.793945
	Iteration 0F: 3 clusters Score -4749930 nChanged 14495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4758142.000000 Penalty: 5145.793945
	Iteration 1F: 3 clusters Score -4758142 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4758902.000000 Penalty: 5145.793945
	Iteration 2F: 3 clusters Score -4758902 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4759704.000000 Penalty: 5145.793945
	Iteration 3F: 3 clusters Score -4759704 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4760517.500000 Penalty: 5145.793945
	Iteration 4F: 3 clusters Score -4760518 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4761285.500000 Penalty: 5145.793945
	Iteration 5F: 3 clusters Score -4761286 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4762128.500000 Penalty: 5145.793945
	Iteration 6Q: 3 clusters Score -4762128 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -4762967.000000 Penalty: 5145.793945
	Iteration 7Q: 3 clusters Score -4762967 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4763801.000000 Penalty: 5145.793945
	Iteration 8Q: 3 clusters Score -4763801 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4764611.500000 Penalty: 5145.793945
	Iteration 9Q: 3 clusters Score -4764612 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -4765337.000000 Penalty: 5145.793945
	Iteration 10Q: 3 clusters Score -4765337 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -4765949.500000 Penalty: 5145.793945
	Iteration 11Q: 3 clusters Score -4765950 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4766263.500000 Penalty: 5145.793945
	Iteration 12Q: 3 clusters Score -4766264 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4766444.000000 Penalty: 5145.793945
	Iteration 13Q: 3 clusters Score -4766444 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4766561.000000 Penalty: 5145.793945
	Iteration 14Q: 3 clusters Score -4766561 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4766626.000000 Penalty: 5145.793945
	Iteration 15Q: 3 clusters Score -4766626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -4766665.500000 Penalty: 5145.793945
	Iteration 16Q: 3 clusters Score -4766666 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -4766689.000000 Penalty: 5145.793945
	Iteration 17Q: 3 clusters Score -4766689 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4766715.500000 Penalty: 5145.793945
	Iteration 18Q: 3 clusters Score -4766716 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -4766755.500000 Penalty: 5145.793945
	Iteration 19Q: 3 clusters Score -4766756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -4766762.000000 Penalty: 5145.793945
	Iteration 20F: 3 clusters Score -4766762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4766780.500000 Penalty: 5145.793945
	Iteration 21Q: 3 clusters Score -4766780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4766790.000000 Penalty: 5145.793945
	Iteration 22Q: 3 clusters Score -4766790 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4766810.500000 Penalty: 5145.793945
	Iteration 23Q: 3 clusters Score -4766810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4766834.000000 Penalty: 5145.793945
	Iteration 24Q: 3 clusters Score -4766834 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -4766849.000000 Penalty: 5145.793945
	Iteration 25Q: 3 clusters Score -4766849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4766885.000000 Penalty: 5145.793945
	Iteration 26Q: 3 clusters Score -4766885 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4766902.000000 Penalty: 5145.793945
	Iteration 27Q: 3 clusters Score -4766902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4766934.000000 Penalty: 5145.793945
	Iteration 28Q: 3 clusters Score -4766934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -4766940.000000 Penalty: 5145.793945
	Iteration 29Q: 3 clusters Score -4766940 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -4766963.000000 Penalty: 5145.793945
	Iteration 30Q: 3 clusters Score -4766963 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -4766985.500000 Penalty: 5145.793945
	Iteration 31Q: 3 clusters Score -4766986 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4767005.000000 Penalty: 5145.793945
	Iteration 32Q: 3 clusters Score -4767005 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -4767036.000000 Penalty: 5145.793945
	Iteration 33Q: 3 clusters Score -4767036 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -4767071.500000 Penalty: 5145.793945
	Iteration 34Q: 3 clusters Score -4767072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -4767104.500000 Penalty: 5145.793945
	Iteration 35Q: 3 clusters Score -4767104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -4767143.000000 Penalty: 5145.793945
	Iteration 36Q: 3 clusters Score -4767143 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4767187.000000 Penalty: 5145.793945
	Iteration 37Q: 3 clusters Score -4767187 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4767194.500000 Penalty: 5145.793945
	Iteration 38Q: 3 clusters Score -4767194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4767251.500000 Penalty: 5145.793945
	Iteration 39Q: 3 clusters Score -4767252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4767301.000000 Penalty: 5145.793945
	Iteration 40F: 3 clusters Score -4767301 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4767330.500000 Penalty: 5145.793945
	Iteration 41Q: 3 clusters Score -4767330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4767385.000000 Penalty: 5145.793945
	Iteration 42Q: 3 clusters Score -4767385 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4767451.500000 Penalty: 5145.793945
	Iteration 43Q: 3 clusters Score -4767452 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -4767498.000000 Penalty: 5145.793945
	Iteration 44Q: 3 clusters Score -4767498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4767572.500000 Penalty: 5145.793945
	Iteration 45Q: 3 clusters Score -4767572 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4767658.000000 Penalty: 5145.793945
	Iteration 46Q: 3 clusters Score -4767658 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4767709.500000 Penalty: 5145.793945
	Iteration 47Q: 3 clusters Score -4767710 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4767809.500000 Penalty: 5145.793945
	Iteration 48Q: 3 clusters Score -4767810 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4767896.000000 Penalty: 5145.793945
	Iteration 49Q: 3 clusters Score -4767896 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4767978.500000 Penalty: 5145.793945
	Iteration 50Q: 3 clusters Score -4767978 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -4768069.500000 Penalty: 5145.793945
	Iteration 51Q: 3 clusters Score -4768070 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4768162.000000 Penalty: 5145.793945
	Iteration 52Q: 3 clusters Score -4768162 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -4768224.500000 Penalty: 5145.793945
	Iteration 53Q: 3 clusters Score -4768224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4768291.000000 Penalty: 5145.793945
	Iteration 54Q: 3 clusters Score -4768291 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4768393.500000 Penalty: 5145.793945
	Iteration 55Q: 3 clusters Score -4768394 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4768517.000000 Penalty: 5145.793945
	Iteration 56Q: 3 clusters Score -4768517 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4768599.000000 Penalty: 5145.793945
	Iteration 57Q: 3 clusters Score -4768599 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4768676.000000 Penalty: 5145.793945
	Iteration 58Q: 3 clusters Score -4768676 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4768788.000000 Penalty: 5145.793945
	Iteration 59Q: 3 clusters Score -4768788 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4768844.000000 Penalty: 5145.793945
	Iteration 60F: 3 clusters Score -4768844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4768933.500000 Penalty: 5145.793945
	Iteration 61Q: 3 clusters Score -4768934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4768986.500000 Penalty: 5145.793945
	Iteration 62Q: 3 clusters Score -4768986 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4769051.000000 Penalty: 5145.793945
	Iteration 63Q: 3 clusters Score -4769051 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4769105.500000 Penalty: 5145.793945
	Iteration 64Q: 3 clusters Score -4769106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4769144.000000 Penalty: 5145.793945
	Iteration 65Q: 3 clusters Score -4769144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4769179.500000 Penalty: 5145.793945
	Iteration 66Q: 3 clusters Score -4769180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4769216.500000 Penalty: 5145.793945
	Iteration 67Q: 3 clusters Score -4769216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4769261.000000 Penalty: 5145.793945
	Iteration 68Q: 3 clusters Score -4769261 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4769305.000000 Penalty: 5145.793945
	Iteration 69Q: 3 clusters Score -4769305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4769335.000000 Penalty: 5145.793945
	Iteration 70Q: 3 clusters Score -4769335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4769361.500000 Penalty: 5145.793945
	Iteration 71Q: 3 clusters Score -4769362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4769375.000000 Penalty: 5145.793945
	Iteration 72Q: 3 clusters Score -4769375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4769378.000000 Penalty: 5145.793945
	Iteration 73Q: 3 clusters Score -4769378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4769380.500000 Penalty: 5145.793945
	Iteration 74Q: 3 clusters Score -4769380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4769389.000000 Penalty: 5145.793945
	Iteration 75Q: 3 clusters Score -4769389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4769396.500000 Penalty: 5145.793945
	Iteration 76Q: 3 clusters Score -4769396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4769407.000000 Penalty: 5145.793945
	Iteration 77Q: 3 clusters Score -4769407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4769412.000000 Penalty: 5145.793945
	Iteration 78Q: 3 clusters Score -4769412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4769426.500000 Penalty: 5145.793945
	Iteration 79Q: 3 clusters Score -4769426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4769429.000000 Penalty: 5145.793945
	Iteration 80F: 3 clusters Score -4769429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4769440.000000 Penalty: 5145.793945
	Iteration 81Q: 3 clusters Score -4769440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4769447.000000 Penalty: 5145.793945
	Iteration 82Q: 3 clusters Score -4769447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4769454.500000 Penalty: 5145.793945
	Iteration 83Q: 3 clusters Score -4769454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4769464.500000 Penalty: 5145.793945
	Iteration 84Q: 3 clusters Score -4769464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4769475.000000 Penalty: 5145.793945
	Iteration 85Q: 3 clusters Score -4769475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4769490.500000 Penalty: 5145.793945
	Iteration 86Q: 3 clusters Score -4769490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4769496.000000 Penalty: 5145.793945
	Iteration 87Q: 3 clusters Score -4769496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4769505.000000 Penalty: 5145.793945
	Iteration 88Q: 3 clusters Score -4769505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4769503.500000 Penalty: 5145.793945
	Iteration 89Q: 3 clusters Score -4769504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4769507.500000 Penalty: 5145.793945
	Iteration 90Q: 3 clusters Score -4769508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4769507.500000 Penalty: 5145.793945
	Iteration 91Q: 3 clusters Score -4769508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4769508.000000 Penalty: 5145.793945
	Iteration 92Q: 3 clusters Score -4769508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4769517.500000 Penalty: 5145.793945
	Iteration 93Q: 3 clusters Score -4769518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4769519.000000 Penalty: 5145.793945
	Iteration 94Q: 3 clusters Score -4769519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4769521.000000 Penalty: 5145.793945
	Iteration 95Q: 3 clusters Score -4769521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4769521.500000 Penalty: 5145.793945
	Iteration 96Q: 3 clusters Score -4769522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4769523.000000 Penalty: 5145.793945
	Iteration 97Q: 3 clusters Score -4769523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4769521.000000 Penalty: 5145.793945
	Iteration 98Q: 3 clusters Score -4769521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4769520.500000 Penalty: 5145.793945
	Iteration 99Q: 3 clusters Score -4769520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4769522.000000 Penalty: 5145.793945
	Iteration 100F: 3 clusters Score -4769522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4769523.500000 Penalty: 5145.793945
	Iteration 101Q: 3 clusters Score -4769524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4769532.500000 Penalty: 5145.793945
	Iteration 102Q: 3 clusters Score -4769532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4769532.500000 Penalty: 5145.793945
	Iteration 103Q: 3 clusters Score -4769532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4769535.500000 Penalty: 5145.793945
	Iteration 104Q: 3 clusters Score -4769536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4769551.000000 Penalty: 5145.793945
	Iteration 105Q: 3 clusters Score -4769551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4769549.500000 Penalty: 5145.793945
	Iteration 106Q: 3 clusters Score -4769550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4769552.500000 Penalty: 5145.793945
	Iteration 107Q: 3 clusters Score -4769552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4769558.500000 Penalty: 5145.793945
	Iteration 108Q: 3 clusters Score -4769558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4769566.000000 Penalty: 5145.793945
	Iteration 109Q: 3 clusters Score -4769566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4769576.000000 Penalty: 5145.793945
	Iteration 110Q: 3 clusters Score -4769576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4769581.500000 Penalty: 5145.793945
	Iteration 111Q: 3 clusters Score -4769582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4769583.000000 Penalty: 5145.793945
	Iteration 112Q: 3 clusters Score -4769583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4769590.000000 Penalty: 5145.793945
	Iteration 113Q: 3 clusters Score -4769590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4769595.500000 Penalty: 5145.793945
	Iteration 114Q: 3 clusters Score -4769596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4769600.000000 Penalty: 5145.793945
	Iteration 115Q: 3 clusters Score -4769600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4769599.500000 Penalty: 5145.793945
	Iteration 116Q: 3 clusters Score -4769600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4769599.500000 Penalty: 5145.793945
	Iteration 117F: 3 clusters Score -4769600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -58642.066406 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -58642.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57272.929688 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -57272.93 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57571.539062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -57571.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57735.792969 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -57735.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -57840.050781 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -57840.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57993.105469 Penalty: 3069.378906
	Iteration 4F: 3 clusters Score -57993.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58118.582031 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -58118.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58299.937500 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -58299.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58430.976562 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -58430.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58476.765625 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -58476.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58484.292969 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -58484.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58488.644531 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -58488.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58493.375000 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -58493.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58493.375000 Penalty: 3069.378906
	Iteration 12F: 3 clusters Score -58493.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -1448029.875000 Penalty: 2278.292236
	Iteration 0F: 2 clusters Score -1448030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1440480.500000 Penalty: 4556.584473
	Iteration 0F: 3 clusters Score -1440480 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1442624.500000 Penalty: 4556.584473
	Iteration 1F: 3 clusters Score -1442624 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1442901.750000 Penalty: 4556.584473
	Iteration 2F: 3 clusters Score -1442902 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1443062.000000 Penalty: 4556.584473
	Iteration 3Q: 3 clusters Score -1443062 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1443169.000000 Penalty: 4556.584473
	Iteration 4Q: 3 clusters Score -1443169 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1443255.125000 Penalty: 4556.584473
	Iteration 5Q: 3 clusters Score -1443255 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1443322.125000 Penalty: 4556.584473
	Iteration 6Q: 3 clusters Score -1443322 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1443380.000000 Penalty: 4556.584473
	Iteration 7Q: 3 clusters Score -1443380 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1443424.500000 Penalty: 4556.584473
	Iteration 8Q: 3 clusters Score -1443424 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1443457.625000 Penalty: 4556.584473
	Iteration 9Q: 3 clusters Score -1443458 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1443501.000000 Penalty: 4556.584473
	Iteration 10Q: 3 clusters Score -1443501 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1443533.250000 Penalty: 4556.584473
	Iteration 11Q: 3 clusters Score -1443533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1443566.750000 Penalty: 4556.584473
	Iteration 12Q: 3 clusters Score -1443567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1443596.000000 Penalty: 4556.584473
	Iteration 13Q: 3 clusters Score -1443596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1443620.500000 Penalty: 4556.584473
	Iteration 14Q: 3 clusters Score -1443620 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1443650.500000 Penalty: 4556.584473
	Iteration 15Q: 3 clusters Score -1443650 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1443691.125000 Penalty: 4556.584473
	Iteration 16Q: 3 clusters Score -1443691 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1443735.250000 Penalty: 4556.584473
	Iteration 17Q: 3 clusters Score -1443735 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1443788.500000 Penalty: 4556.584473
	Iteration 18Q: 3 clusters Score -1443788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1443839.500000 Penalty: 4556.584473
	Iteration 19Q: 3 clusters Score -1443840 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1443882.250000 Penalty: 4556.584473
	Iteration 20F: 3 clusters Score -1443882 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1443933.875000 Penalty: 4556.584473
	Iteration 21Q: 3 clusters Score -1443934 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1443987.750000 Penalty: 4556.584473
	Iteration 22Q: 3 clusters Score -1443988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1444040.625000 Penalty: 4556.584473
	Iteration 23Q: 3 clusters Score -1444041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1444093.875000 Penalty: 4556.584473
	Iteration 24Q: 3 clusters Score -1444094 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1444161.375000 Penalty: 4556.584473
	Iteration 25Q: 3 clusters Score -1444161 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1444228.125000 Penalty: 4556.584473
	Iteration 26Q: 3 clusters Score -1444228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1444310.500000 Penalty: 4556.584473
	Iteration 27Q: 3 clusters Score -1444310 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1444409.625000 Penalty: 4556.584473
	Iteration 28Q: 3 clusters Score -1444410 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1444510.250000 Penalty: 4556.584473
	Iteration 29Q: 3 clusters Score -1444510 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1444616.375000 Penalty: 4556.584473
	Iteration 30Q: 3 clusters Score -1444616 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1444744.125000 Penalty: 4556.584473
	Iteration 31Q: 3 clusters Score -1444744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1444867.500000 Penalty: 4556.584473
	Iteration 32Q: 3 clusters Score -1444868 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1444990.000000 Penalty: 4556.584473
	Iteration 33Q: 3 clusters Score -1444990 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1445114.000000 Penalty: 4556.584473
	Iteration 34Q: 3 clusters Score -1445114 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1445226.750000 Penalty: 4556.584473
	Iteration 35Q: 3 clusters Score -1445227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1445307.750000 Penalty: 4556.584473
	Iteration 36Q: 3 clusters Score -1445308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1445380.625000 Penalty: 4556.584473
	Iteration 37Q: 3 clusters Score -1445381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1445448.125000 Penalty: 4556.584473
	Iteration 38Q: 3 clusters Score -1445448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1445501.625000 Penalty: 4556.584473
	Iteration 39Q: 3 clusters Score -1445502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1445551.500000 Penalty: 4556.584473
	Iteration 40F: 3 clusters Score -1445552 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1445598.625000 Penalty: 4556.584473
	Iteration 41Q: 3 clusters Score -1445599 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1445631.500000 Penalty: 4556.584473
	Iteration 42Q: 3 clusters Score -1445632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1445660.250000 Penalty: 4556.584473
	Iteration 43Q: 3 clusters Score -1445660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1445688.875000 Penalty: 4556.584473
	Iteration 44Q: 3 clusters Score -1445689 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1445735.875000 Penalty: 4556.584473
	Iteration 45Q: 3 clusters Score -1445736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1445778.875000 Penalty: 4556.584473
	Iteration 46Q: 3 clusters Score -1445779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1445803.875000 Penalty: 4556.584473
	Iteration 47Q: 3 clusters Score -1445804 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1445838.125000 Penalty: 4556.584473
	Iteration 48Q: 3 clusters Score -1445838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1445865.500000 Penalty: 4556.584473
	Iteration 49Q: 3 clusters Score -1445866 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1445888.500000 Penalty: 4556.584473
	Iteration 50Q: 3 clusters Score -1445888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1445909.000000 Penalty: 4556.584473
	Iteration 51Q: 3 clusters Score -1445909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1445931.875000 Penalty: 4556.584473
	Iteration 52Q: 3 clusters Score -1445932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1445948.000000 Penalty: 4556.584473
	Iteration 53Q: 3 clusters Score -1445948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1445963.125000 Penalty: 4556.584473
	Iteration 54Q: 3 clusters Score -1445963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1445971.500000 Penalty: 4556.584473
	Iteration 55Q: 3 clusters Score -1445972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1445976.000000 Penalty: 4556.584473
	Iteration 56Q: 3 clusters Score -1445976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1445981.375000 Penalty: 4556.584473
	Iteration 57Q: 3 clusters Score -1445981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1445985.625000 Penalty: 4556.584473
	Iteration 58Q: 3 clusters Score -1445986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1445987.625000 Penalty: 4556.584473
	Iteration 59Q: 3 clusters Score -1445988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1445990.125000 Penalty: 4556.584473
	Iteration 60F: 3 clusters Score -1445990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1445992.875000 Penalty: 4556.584473
	Iteration 61Q: 3 clusters Score -1445993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1445993.000000 Penalty: 4556.584473
	Iteration 62Q: 3 clusters Score -1445993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1446001.500000 Penalty: 4556.584473
	Iteration 63Q: 3 clusters Score -1446002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1446003.875000 Penalty: 4556.584473
	Iteration 64Q: 3 clusters Score -1446004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1446005.625000 Penalty: 4556.584473
	Iteration 65Q: 3 clusters Score -1446006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1446009.250000 Penalty: 4556.584473
	Iteration 66Q: 3 clusters Score -1446009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1446013.500000 Penalty: 4556.584473
	Iteration 67Q: 3 clusters Score -1446014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1446012.625000 Penalty: 4556.584473
	Iteration 68Q: 3 clusters Score -1446013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1446018.250000 Penalty: 4556.584473
	Iteration 69Q: 3 clusters Score -1446018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1446019.875000 Penalty: 4556.584473
	Iteration 70Q: 3 clusters Score -1446020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1446020.250000 Penalty: 4556.584473
	Iteration 71Q: 3 clusters Score -1446020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1446022.875000 Penalty: 4556.584473
	Iteration 72Q: 3 clusters Score -1446023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1446023.500000 Penalty: 4556.584473
	Iteration 73Q: 3 clusters Score -1446024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1446028.125000 Penalty: 4556.584473
	Iteration 74Q: 3 clusters Score -1446028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1446027.875000 Penalty: 4556.584473
	Iteration 75Q: 3 clusters Score -1446028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1446030.875000 Penalty: 4556.584473
	Iteration 76Q: 3 clusters Score -1446031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1446032.500000 Penalty: 4556.584473
	Iteration 77Q: 3 clusters Score -1446032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1446034.375000 Penalty: 4556.584473
	Iteration 78Q: 3 clusters Score -1446034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1446035.375000 Penalty: 4556.584473
	Iteration 79Q: 3 clusters Score -1446035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1446034.625000 Penalty: 4556.584473
	Iteration 80F: 3 clusters Score -1446035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1446036.250000 Penalty: 4556.584473
	Iteration 81Q: 3 clusters Score -1446036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1446040.750000 Penalty: 4556.584473
	Iteration 82Q: 3 clusters Score -1446041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1446040.750000 Penalty: 4556.584473
	Iteration 83F: 3 clusters Score -1446041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Entering Unmasked Estep 
Score: -8467449.000000 Penalty: 2729.848145
	Iteration 0F: 2 clusters Score -8467449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -8427006.000000 Penalty: 5459.696289
	Iteration 0F: 3 clusters Score -8427006 nChanged 27977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8443577.000000 Penalty: 5459.696289
	Iteration 1F: 3 clusters Score -8443577 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -8445655.000000 Penalty: 5459.696289
	Iteration 2F: 3 clusters Score -8445655 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -8448229.000000 Penalty: 5459.696289
	Iteration 3F: 3 clusters Score -8448229 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -8450747.000000 Penalty: 5459.696289
	Iteration 4F: 3 clusters Score -8450747 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -8453063.000000 Penalty: 5459.696289
	Iteration 5F: 3 clusters Score -8453063 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8455112.000000 Penalty: 5459.696289
	Iteration 6F: 3 clusters Score -8455112 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -8456949.000000 Penalty: 5459.696289
	Iteration 7F: 3 clusters Score -8456949 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -8458402.000000 Penalty: 5459.696289
	Iteration 8Q: 3 clusters Score -8458402 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -8459801.000000 Penalty: 5459.696289
	Iteration 9Q: 3 clusters Score -8459801 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -8461077.000000 Penalty: 5459.696289
	Iteration 10Q: 3 clusters Score -8461077 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8462263.000000 Penalty: 5459.696289
	Iteration 11Q: 3 clusters Score -8462263 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8463312.000000 Penalty: 5459.696289
	Iteration 12Q: 3 clusters Score -8463312 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -8464192.000000 Penalty: 5459.696289
	Iteration 13Q: 3 clusters Score -8464192 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -8464792.000000 Penalty: 5459.696289
	Iteration 14Q: 3 clusters Score -8464792 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8465237.000000 Penalty: 5459.696289
	Iteration 15Q: 3 clusters Score -8465237 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8465535.000000 Penalty: 5459.696289
	Iteration 16Q: 3 clusters Score -8465535 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8465742.000000 Penalty: 5459.696289
	Iteration 17Q: 3 clusters Score -8465742 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57607 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8465854.000000 Penalty: 5459.696289
	Iteration 18Q: 3 clusters Score -8465854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57844 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8465930.000000 Penalty: 5459.696289
	Iteration 19Q: 3 clusters Score -8465930 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8465990.000000 Penalty: 5459.696289
	Iteration 20F: 3 clusters Score -8465990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8466006.000000 Penalty: 5459.696289
	Iteration 21Q: 3 clusters Score -8466006 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8466037.000000 Penalty: 5459.696289
	Iteration 22Q: 3 clusters Score -8466037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8466046.000000 Penalty: 5459.696289
	Iteration 23Q: 3 clusters Score -8466046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8466086.000000 Penalty: 5459.696289
	Iteration 24Q: 3 clusters Score -8466086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8466117.000000 Penalty: 5459.696289
	Iteration 25Q: 3 clusters Score -8466117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8466143.000000 Penalty: 5459.696289
	Iteration 26Q: 3 clusters Score -8466143 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8466181.000000 Penalty: 5459.696289
	Iteration 27Q: 3 clusters Score -8466181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8466194.000000 Penalty: 5459.696289
	Iteration 28Q: 3 clusters Score -8466194 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8466214.000000 Penalty: 5459.696289
	Iteration 29Q: 3 clusters Score -8466214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8466243.000000 Penalty: 5459.696289
	Iteration 30Q: 3 clusters Score -8466243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8466248.000000 Penalty: 5459.696289
	Iteration 31Q: 3 clusters Score -8466248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8466267.000000 Penalty: 5459.696289
	Iteration 32Q: 3 clusters Score -8466267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8466269.000000 Penalty: 5459.696289
	Iteration 33Q: 3 clusters Score -8466269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8466270.000000 Penalty: 5459.696289
	Iteration 34Q: 3 clusters Score -8466270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8466273.000000 Penalty: 5459.696289
	Iteration 35Q: 3 clusters Score -8466273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8466266.000000 Penalty: 5459.696289
	Iteration 36Q: 3 clusters Score -8466266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8466279.000000 Penalty: 5459.696289
	Iteration 37Q: 3 clusters Score -8466279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8466281.000000 Penalty: 5459.696289
	Iteration 38Q: 3 clusters Score -8466281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8466286.000000 Penalty: 5459.696289
	Iteration 39Q: 3 clusters Score -8466286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8466298.000000 Penalty: 5459.696289
	Iteration 40F: 3 clusters Score -8466298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8466290.000000 Penalty: 5459.696289
	Iteration 41Q: 3 clusters Score -8466290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8466291.000000 Penalty: 5459.696289
	Iteration 42Q: 3 clusters Score -8466291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8466291.000000 Penalty: 5459.696289
	Iteration 43F: 3 clusters Score -8466291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Entering Unmasked Estep 
Score: -1429612.375000 Penalty: 2277.300049
	Iteration 0F: 2 clusters Score -1429612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1422082.875000 Penalty: 4554.600098
	Iteration 0F: 3 clusters Score -1422083 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1424313.750000 Penalty: 4554.600098
	Iteration 1F: 3 clusters Score -1424314 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1424576.500000 Penalty: 4554.600098
	Iteration 2F: 3 clusters Score -1424576 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1424777.000000 Penalty: 4554.600098
	Iteration 3Q: 3 clusters Score -1424777 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1424947.375000 Penalty: 4554.600098
	Iteration 4Q: 3 clusters Score -1424947 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1425071.875000 Penalty: 4554.600098
	Iteration 5Q: 3 clusters Score -1425072 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1425183.750000 Penalty: 4554.600098
	Iteration 6Q: 3 clusters Score -1425184 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1425280.375000 Penalty: 4554.600098
	Iteration 7Q: 3 clusters Score -1425280 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1425387.250000 Penalty: 4554.600098
	Iteration 8Q: 3 clusters Score -1425387 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1425492.250000 Penalty: 4554.600098
	Iteration 9Q: 3 clusters Score -1425492 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1425587.750000 Penalty: 4554.600098
	Iteration 10Q: 3 clusters Score -1425588 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1425672.375000 Penalty: 4554.600098
	Iteration 11Q: 3 clusters Score -1425672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1425763.125000 Penalty: 4554.600098
	Iteration 12Q: 3 clusters Score -1425763 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1425847.500000 Penalty: 4554.600098
	Iteration 13Q: 3 clusters Score -1425848 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1425927.375000 Penalty: 4554.600098
	Iteration 14Q: 3 clusters Score -1425927 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1425992.625000 Penalty: 4554.600098
	Iteration 15Q: 3 clusters Score -1425993 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1426057.250000 Penalty: 4554.600098
	Iteration 16Q: 3 clusters Score -1426057 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1426117.125000 Penalty: 4554.600098
	Iteration 17Q: 3 clusters Score -1426117 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1426161.250000 Penalty: 4554.600098
	Iteration 18Q: 3 clusters Score -1426161 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1426208.875000 Penalty: 4554.600098
	Iteration 19Q: 3 clusters Score -1426209 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1426241.375000 Penalty: 4554.600098
	Iteration 20F: 3 clusters Score -1426241 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1426266.250000 Penalty: 4554.600098
	Iteration 21Q: 3 clusters Score -1426266 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1426289.500000 Penalty: 4554.600098
	Iteration 22Q: 3 clusters Score -1426290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1426312.125000 Penalty: 4554.600098
	Iteration 23Q: 3 clusters Score -1426312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1426342.500000 Penalty: 4554.600098
	Iteration 24Q: 3 clusters Score -1426342 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1426377.125000 Penalty: 4554.600098
	Iteration 25Q: 3 clusters Score -1426377 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1426419.375000 Penalty: 4554.600098
	Iteration 26Q: 3 clusters Score -1426419 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1426468.875000 Penalty: 4554.600098
	Iteration 27Q: 3 clusters Score -1426469 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1426541.375000 Penalty: 4554.600098
	Iteration 28Q: 3 clusters Score -1426541 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1426623.500000 Penalty: 4554.600098
	Iteration 29Q: 3 clusters Score -1426624 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1426735.500000 Penalty: 4554.600098
	Iteration 30Q: 3 clusters Score -1426736 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1426888.250000 Penalty: 4554.600098
	Iteration 31Q: 3 clusters Score -1426888 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1427089.875000 Penalty: 4554.600098
	Iteration 32Q: 3 clusters Score -1427090 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1427312.375000 Penalty: 4554.600098
	Iteration 33Q: 3 clusters Score -1427312 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1427509.250000 Penalty: 4554.600098
	Iteration 34Q: 3 clusters Score -1427509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1427671.000000 Penalty: 4554.600098
	Iteration 35Q: 3 clusters Score -1427671 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1427808.625000 Penalty: 4554.600098
	Iteration 36Q: 3 clusters Score -1427809 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1427918.500000 Penalty: 4554.600098
	Iteration 37Q: 3 clusters Score -1427918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1428010.750000 Penalty: 4554.600098
	Iteration 38Q: 3 clusters Score -1428011 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1428080.625000 Penalty: 4554.600098
	Iteration 39Q: 3 clusters Score -1428081 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1428130.500000 Penalty: 4554.600098
	Iteration 40F: 3 clusters Score -1428130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1428161.500000 Penalty: 4554.600098
	Iteration 41Q: 3 clusters Score -1428162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1428187.375000 Penalty: 4554.600098
	Iteration 42Q: 3 clusters Score -1428187 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1428203.375000 Penalty: 4554.600098
	Iteration 43Q: 3 clusters Score -1428203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1428227.750000 Penalty: 4554.600098
	Iteration 44Q: 3 clusters Score -1428228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1428245.500000 Penalty: 4554.600098
	Iteration 45Q: 3 clusters Score -1428246 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1428267.625000 Penalty: 4554.600098
	Iteration 46Q: 3 clusters Score -1428268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1428276.250000 Penalty: 4554.600098
	Iteration 47Q: 3 clusters Score -1428276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1428284.250000 Penalty: 4554.600098
	Iteration 48Q: 3 clusters Score -1428284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1428286.125000 Penalty: 4554.600098
	Iteration 49Q: 3 clusters Score -1428286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1428288.875000 Penalty: 4554.600098
	Iteration 50Q: 3 clusters Score -1428289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1428291.125000 Penalty: 4554.600098
	Iteration 51Q: 3 clusters Score -1428291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1428292.875000 Penalty: 4554.600098
	Iteration 52Q: 3 clusters Score -1428293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1428294.375000 Penalty: 4554.600098
	Iteration 53Q: 3 clusters Score -1428294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1428295.125000 Penalty: 4554.600098
	Iteration 54Q: 3 clusters Score -1428295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1428295.875000 Penalty: 4554.600098
	Iteration 55Q: 3 clusters Score -1428296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1428297.500000 Penalty: 4554.600098
	Iteration 56Q: 3 clusters Score -1428298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1428293.625000 Penalty: 4554.600098
	Iteration 57Q: 3 clusters Score -1428294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1428293.375000 Penalty: 4554.600098
	Iteration 58Q: 3 clusters Score -1428293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1428293.375000 Penalty: 4554.600098
	Iteration 59F: 3 clusters Score -1428293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -764407.187500 Penalty: 2136.755859
	Iteration 0F: 2 clusters Score -764407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -759686.562500 Penalty: 4273.511719
	Iteration 0F: 3 clusters Score -759686.6 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -760973.437500 Penalty: 4273.511719
	Iteration 1F: 3 clusters Score -760973.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -761449.000000 Penalty: 4273.511719
	Iteration 2F: 3 clusters Score -761449 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -761998.312500 Penalty: 4273.511719
	Iteration 3F: 3 clusters Score -761998.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -762561.750000 Penalty: 4273.511719
	Iteration 4F: 3 clusters Score -762561.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -763050.187500 Penalty: 4273.511719
	Iteration 5F: 3 clusters Score -763050.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -763381.687500 Penalty: 4273.511719
	Iteration 6F: 3 clusters Score -763381.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -763540.812500 Penalty: 4273.511719
	Iteration 7Q: 3 clusters Score -763540.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -763627.437500 Penalty: 4273.511719
	Iteration 8Q: 3 clusters Score -763627.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -763697.875000 Penalty: 4273.511719
	Iteration 9Q: 3 clusters Score -763697.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -763746.000000 Penalty: 4273.511719
	Iteration 10Q: 3 clusters Score -763746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -763787.812500 Penalty: 4273.511719
	Iteration 11Q: 3 clusters Score -763787.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -763816.000000 Penalty: 4273.511719
	Iteration 12Q: 3 clusters Score -763816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -763833.937500 Penalty: 4273.511719
	Iteration 13Q: 3 clusters Score -763833.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -763844.562500 Penalty: 4273.511719
	Iteration 14Q: 3 clusters Score -763844.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -763852.875000 Penalty: 4273.511719
	Iteration 15Q: 3 clusters Score -763852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -763859.500000 Penalty: 4273.511719
	Iteration 16Q: 3 clusters Score -763859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -763862.250000 Penalty: 4273.511719
	Iteration 17Q: 3 clusters Score -763862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -763868.625000 Penalty: 4273.511719
	Iteration 18Q: 3 clusters Score -763868.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -763869.500000 Penalty: 4273.511719
	Iteration 19Q: 3 clusters Score -763869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -763875.875000 Penalty: 4273.511719
	Iteration 20F: 3 clusters Score -763875.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -763880.562500 Penalty: 4273.511719
	Iteration 21Q: 3 clusters Score -763880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -763881.562500 Penalty: 4273.511719
	Iteration 22Q: 3 clusters Score -763881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -763881.875000 Penalty: 4273.511719
	Iteration 23Q: 3 clusters Score -763881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -763883.437500 Penalty: 4273.511719
	Iteration 24Q: 3 clusters Score -763883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -763886.312500 Penalty: 4273.511719
	Iteration 25Q: 3 clusters Score -763886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -763889.625000 Penalty: 4273.511719
	Iteration 26Q: 3 clusters Score -763889.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -763891.687500 Penalty: 4273.511719
	Iteration 27Q: 3 clusters Score -763891.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -763897.000000 Penalty: 4273.511719
	Iteration 28Q: 3 clusters Score -763897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -763901.500000 Penalty: 4273.511719
	Iteration 29Q: 3 clusters Score -763901.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -763905.375000 Penalty: 4273.511719
	Iteration 30Q: 3 clusters Score -763905.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -763908.062500 Penalty: 4273.511719
	Iteration 31Q: 3 clusters Score -763908.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -763916.250000 Penalty: 4273.511719
	Iteration 32Q: 3 clusters Score -763916.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -763920.937500 Penalty: 4273.511719
	Iteration 33Q: 3 clusters Score -763920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -763924.875000 Penalty: 4273.511719
	Iteration 34Q: 3 clusters Score -763924.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -763929.687500 Penalty: 4273.511719
	Iteration 35Q: 3 clusters Score -763929.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -763934.187500 Penalty: 4273.511719
	Iteration 36Q: 3 clusters Score -763934.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -763936.062500 Penalty: 4273.511719
	Iteration 37Q: 3 clusters Score -763936.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -763937.000000 Penalty: 4273.511719
	Iteration 38Q: 3 clusters Score -763937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -763936.875000 Penalty: 4273.511719
	Iteration 39Q: 3 clusters Score -763936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -763940.125000 Penalty: 4273.511719
	Iteration 40F: 3 clusters Score -763940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -763939.437500 Penalty: 4273.511719
	Iteration 41Q: 3 clusters Score -763939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -763941.312500 Penalty: 4273.511719
	Iteration 42Q: 3 clusters Score -763941.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -763942.312500 Penalty: 4273.511719
	Iteration 43Q: 3 clusters Score -763942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -763941.687500 Penalty: 4273.511719
	Iteration 44Q: 3 clusters Score -763941.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -763942.625000 Penalty: 4273.511719
	Iteration 45Q: 3 clusters Score -763942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -763943.125000 Penalty: 4273.511719
	Iteration 46Q: 3 clusters Score -763943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -763944.000000 Penalty: 4273.511719
	Iteration 47Q: 3 clusters Score -763944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -763944.000000 Penalty: 4273.511719
	Iteration 48F: 3 clusters Score -763944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Entering Unmasked Estep 
Score: -107421.882812 Penalty: 1695.125732
	Iteration 0F: 2 clusters Score -107421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105673.468750 Penalty: 3390.251465
	Iteration 0F: 3 clusters Score -105673.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106189.406250 Penalty: 3390.251465
	Iteration 1F: 3 clusters Score -106189.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -106463.562500 Penalty: 3390.251465
	Iteration 2F: 3 clusters Score -106463.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -106609.187500 Penalty: 3390.251465
	Iteration 3F: 3 clusters Score -106609.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -106750.445312 Penalty: 3390.251465
	Iteration 4Q: 3 clusters Score -106750.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -106882.617188 Penalty: 3390.251465
	Iteration 5Q: 3 clusters Score -106882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -106933.578125 Penalty: 3390.251465
	Iteration 6Q: 3 clusters Score -106933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106949.414062 Penalty: 3390.251465
	Iteration 7Q: 3 clusters Score -106949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -106955.007812 Penalty: 3390.251465
	Iteration 8Q: 3 clusters Score -106955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106960.789062 Penalty: 3390.251465
	Iteration 9Q: 3 clusters Score -106960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106968.773438 Penalty: 3390.251465
	Iteration 10Q: 3 clusters Score -106968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106974.546875 Penalty: 3390.251465
	Iteration 11Q: 3 clusters Score -106974.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -106983.015625 Penalty: 3390.251465
	Iteration 12Q: 3 clusters Score -106983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -106985.015625 Penalty: 3390.251465
	Iteration 13Q: 3 clusters Score -106985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -106990.773438 Penalty: 3390.251465
	Iteration 14Q: 3 clusters Score -106990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106992.164062 Penalty: 3390.251465
	Iteration 15Q: 3 clusters Score -106992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -106992.164062 Penalty: 3390.251465
	Iteration 16F: 3 clusters Score -106992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Entering Unmasked Estep 
Score: -1224731.500000 Penalty: 2239.533447
	Iteration 0F: 2 clusters Score -1224732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1218133.000000 Penalty: 4479.066895
	Iteration 0F: 3 clusters Score -1218133 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1219861.125000 Penalty: 4479.066895
	Iteration 1F: 3 clusters Score -1219861 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1220140.250000 Penalty: 4479.066895
	Iteration 2F: 3 clusters Score -1220140 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1220378.250000 Penalty: 4479.066895
	Iteration 3Q: 3 clusters Score -1220378 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1220587.875000 Penalty: 4479.066895
	Iteration 4Q: 3 clusters Score -1220588 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1220742.750000 Penalty: 4479.066895
	Iteration 5Q: 3 clusters Score -1220743 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1220859.000000 Penalty: 4479.066895
	Iteration 6Q: 3 clusters Score -1220859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1220970.625000 Penalty: 4479.066895
	Iteration 7Q: 3 clusters Score -1220971 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1221064.500000 Penalty: 4479.066895
	Iteration 8Q: 3 clusters Score -1221064 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1221153.000000 Penalty: 4479.066895
	Iteration 9Q: 3 clusters Score -1221153 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1221273.500000 Penalty: 4479.066895
	Iteration 10Q: 3 clusters Score -1221274 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1221395.375000 Penalty: 4479.066895
	Iteration 11Q: 3 clusters Score -1221395 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1221519.125000 Penalty: 4479.066895
	Iteration 12Q: 3 clusters Score -1221519 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1221675.000000 Penalty: 4479.066895
	Iteration 13Q: 3 clusters Score -1221675 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1221844.625000 Penalty: 4479.066895
	Iteration 14Q: 3 clusters Score -1221845 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1222030.375000 Penalty: 4479.066895
	Iteration 15Q: 3 clusters Score -1222030 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1222237.500000 Penalty: 4479.066895
	Iteration 16Q: 3 clusters Score -1222238 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1222453.000000 Penalty: 4479.066895
	Iteration 17Q: 3 clusters Score -1222453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1222655.375000 Penalty: 4479.066895
	Iteration 18Q: 3 clusters Score -1222655 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1222830.125000 Penalty: 4479.066895
	Iteration 19Q: 3 clusters Score -1222830 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1222967.750000 Penalty: 4479.066895
	Iteration 20F: 3 clusters Score -1222968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1223058.375000 Penalty: 4479.066895
	Iteration 21Q: 3 clusters Score -1223058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1223107.875000 Penalty: 4479.066895
	Iteration 22Q: 3 clusters Score -1223108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1223140.750000 Penalty: 4479.066895
	Iteration 23Q: 3 clusters Score -1223141 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1223166.375000 Penalty: 4479.066895
	Iteration 24Q: 3 clusters Score -1223166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1223180.750000 Penalty: 4479.066895
	Iteration 25Q: 3 clusters Score -1223181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1223193.375000 Penalty: 4479.066895
	Iteration 26Q: 3 clusters Score -1223193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1223199.500000 Penalty: 4479.066895
	Iteration 27Q: 3 clusters Score -1223200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1223203.875000 Penalty: 4479.066895
	Iteration 28Q: 3 clusters Score -1223204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1223203.875000 Penalty: 4479.066895
	Iteration 29Q: 3 clusters Score -1223204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1223204.250000 Penalty: 4479.066895
	Iteration 30Q: 3 clusters Score -1223204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1223206.625000 Penalty: 4479.066895
	Iteration 31Q: 3 clusters Score -1223207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1223206.625000 Penalty: 4479.066895
	Iteration 32F: 3 clusters Score -1223207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1444184.000000 Penalty: 2275.123047
	Iteration 0F: 2 clusters Score -1444184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1436726.250000 Penalty: 4550.246094
	Iteration 0F: 3 clusters Score -1436726 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1438930.125000 Penalty: 4550.246094
	Iteration 1F: 3 clusters Score -1438930 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1439226.000000 Penalty: 4550.246094
	Iteration 2F: 3 clusters Score -1439226 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1439408.875000 Penalty: 4550.246094
	Iteration 3Q: 3 clusters Score -1439409 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1439526.875000 Penalty: 4550.246094
	Iteration 4Q: 3 clusters Score -1439527 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1439618.125000 Penalty: 4550.246094
	Iteration 5Q: 3 clusters Score -1439618 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1439686.250000 Penalty: 4550.246094
	Iteration 6Q: 3 clusters Score -1439686 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1439750.125000 Penalty: 4550.246094
	Iteration 7Q: 3 clusters Score -1439750 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1439830.375000 Penalty: 4550.246094
	Iteration 8Q: 3 clusters Score -1439830 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1439900.875000 Penalty: 4550.246094
	Iteration 9Q: 3 clusters Score -1439901 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1439990.250000 Penalty: 4550.246094
	Iteration 10Q: 3 clusters Score -1439990 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1440073.500000 Penalty: 4550.246094
	Iteration 11Q: 3 clusters Score -1440074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1440175.125000 Penalty: 4550.246094
	Iteration 12Q: 3 clusters Score -1440175 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1440298.125000 Penalty: 4550.246094
	Iteration 13Q: 3 clusters Score -1440298 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1440452.500000 Penalty: 4550.246094
	Iteration 14Q: 3 clusters Score -1440452 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1440631.000000 Penalty: 4550.246094
	Iteration 15Q: 3 clusters Score -1440631 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1440837.125000 Penalty: 4550.246094
	Iteration 16Q: 3 clusters Score -1440837 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1441043.375000 Penalty: 4550.246094
	Iteration 17Q: 3 clusters Score -1441043 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1441246.125000 Penalty: 4550.246094
	Iteration 18Q: 3 clusters Score -1441246 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1441431.250000 Penalty: 4550.246094
	Iteration 19Q: 3 clusters Score -1441431 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1441567.625000 Penalty: 4550.246094
	Iteration 20F: 3 clusters Score -1441568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1441685.375000 Penalty: 4550.246094
	Iteration 21Q: 3 clusters Score -1441685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1441790.500000 Penalty: 4550.246094
	Iteration 22Q: 3 clusters Score -1441790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1441872.625000 Penalty: 4550.246094
	Iteration 23Q: 3 clusters Score -1441873 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1441923.250000 Penalty: 4550.246094
	Iteration 24Q: 3 clusters Score -1441923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1441962.375000 Penalty: 4550.246094
	Iteration 25Q: 3 clusters Score -1441962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1441992.875000 Penalty: 4550.246094
	Iteration 26Q: 3 clusters Score -1441993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1442020.625000 Penalty: 4550.246094
	Iteration 27Q: 3 clusters Score -1442021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1442041.125000 Penalty: 4550.246094
	Iteration 28Q: 3 clusters Score -1442041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1442055.750000 Penalty: 4550.246094
	Iteration 29Q: 3 clusters Score -1442056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1442063.500000 Penalty: 4550.246094
	Iteration 30Q: 3 clusters Score -1442064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1442073.375000 Penalty: 4550.246094
	Iteration 31Q: 3 clusters Score -1442073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1442075.250000 Penalty: 4550.246094
	Iteration 32Q: 3 clusters Score -1442075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1442077.375000 Penalty: 4550.246094
	Iteration 33Q: 3 clusters Score -1442077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1442083.000000 Penalty: 4550.246094
	Iteration 34Q: 3 clusters Score -1442083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1442090.000000 Penalty: 4550.246094
	Iteration 35Q: 3 clusters Score -1442090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1442089.250000 Penalty: 4550.246094
	Iteration 36Q: 3 clusters Score -1442089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1442092.375000 Penalty: 4550.246094
	Iteration 37Q: 3 clusters Score -1442092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1442094.375000 Penalty: 4550.246094
	Iteration 38Q: 3 clusters Score -1442094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1442098.875000 Penalty: 4550.246094
	Iteration 39Q: 3 clusters Score -1442099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1442101.250000 Penalty: 4550.246094
	Iteration 40F: 3 clusters Score -1442101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1442103.500000 Penalty: 4550.246094
	Iteration 41Q: 3 clusters Score -1442104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1442105.375000 Penalty: 4550.246094
	Iteration 42Q: 3 clusters Score -1442105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1442105.375000 Penalty: 4550.246094
	Iteration 43F: 3 clusters Score -1442105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Entering Unmasked Estep 
Score: -783848.812500 Penalty: 2159.824463
	Iteration 0F: 2 clusters Score -783848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -778710.562500 Penalty: 4319.648926
	Iteration 0F: 3 clusters Score -778710.6 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -780429.625000 Penalty: 4319.648926
	Iteration 1F: 3 clusters Score -780429.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -781216.000000 Penalty: 4319.648926
	Iteration 2F: 3 clusters Score -781216 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -781760.625000 Penalty: 4319.648926
	Iteration 3F: 3 clusters Score -781760.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -782125.250000 Penalty: 4319.648926
	Iteration 4F: 3 clusters Score -782125.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -782386.437500 Penalty: 4319.648926
	Iteration 5F: 3 clusters Score -782386.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -782560.937500 Penalty: 4319.648926
	Iteration 6Q: 3 clusters Score -782560.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -782699.000000 Penalty: 4319.648926
	Iteration 7Q: 3 clusters Score -782699 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -782780.187500 Penalty: 4319.648926
	Iteration 8Q: 3 clusters Score -782780.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -782836.937500 Penalty: 4319.648926
	Iteration 9Q: 3 clusters Score -782836.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -782875.250000 Penalty: 4319.648926
	Iteration 10Q: 3 clusters Score -782875.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -782899.437500 Penalty: 4319.648926
	Iteration 11Q: 3 clusters Score -782899.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -782920.687500 Penalty: 4319.648926
	Iteration 12Q: 3 clusters Score -782920.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -782942.000000 Penalty: 4319.648926
	Iteration 13Q: 3 clusters Score -782942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -782962.812500 Penalty: 4319.648926
	Iteration 14Q: 3 clusters Score -782962.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -782988.375000 Penalty: 4319.648926
	Iteration 15Q: 3 clusters Score -782988.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -783024.625000 Penalty: 4319.648926
	Iteration 16Q: 3 clusters Score -783024.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -783065.937500 Penalty: 4319.648926
	Iteration 17Q: 3 clusters Score -783065.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -783118.000000 Penalty: 4319.648926
	Iteration 18Q: 3 clusters Score -783118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -783160.187500 Penalty: 4319.648926
	Iteration 19Q: 3 clusters Score -783160.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -783196.125000 Penalty: 4319.648926
	Iteration 20F: 3 clusters Score -783196.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -783220.187500 Penalty: 4319.648926
	Iteration 21Q: 3 clusters Score -783220.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -783234.312500 Penalty: 4319.648926
	Iteration 22Q: 3 clusters Score -783234.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -783240.312500 Penalty: 4319.648926
	Iteration 23Q: 3 clusters Score -783240.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -783247.750000 Penalty: 4319.648926
	Iteration 24Q: 3 clusters Score -783247.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -783254.937500 Penalty: 4319.648926
	Iteration 25Q: 3 clusters Score -783254.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -783265.250000 Penalty: 4319.648926
	Iteration 26Q: 3 clusters Score -783265.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -783270.500000 Penalty: 4319.648926
	Iteration 27Q: 3 clusters Score -783270.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -783272.437500 Penalty: 4319.648926
	Iteration 28Q: 3 clusters Score -783272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -783276.937500 Penalty: 4319.648926
	Iteration 29Q: 3 clusters Score -783276.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -783280.625000 Penalty: 4319.648926
	Iteration 30Q: 3 clusters Score -783280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -783287.312500 Penalty: 4319.648926
	Iteration 31Q: 3 clusters Score -783287.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -783298.687500 Penalty: 4319.648926
	Iteration 32Q: 3 clusters Score -783298.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -783309.562500 Penalty: 4319.648926
	Iteration 33Q: 3 clusters Score -783309.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -783316.937500 Penalty: 4319.648926
	Iteration 34Q: 3 clusters Score -783316.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -783325.750000 Penalty: 4319.648926
	Iteration 35Q: 3 clusters Score -783325.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -783334.125000 Penalty: 4319.648926
	Iteration 36Q: 3 clusters Score -783334.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -783341.062500 Penalty: 4319.648926
	Iteration 37Q: 3 clusters Score -783341.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -783350.500000 Penalty: 4319.648926
	Iteration 38Q: 3 clusters Score -783350.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -783359.000000 Penalty: 4319.648926
	Iteration 39Q: 3 clusters Score -783359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -783362.812500 Penalty: 4319.648926
	Iteration 40F: 3 clusters Score -783362.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -783366.187500 Penalty: 4319.648926
	Iteration 41Q: 3 clusters Score -783366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -783369.250000 Penalty: 4319.648926
	Iteration 42Q: 3 clusters Score -783369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -783369.937500 Penalty: 4319.648926
	Iteration 43Q: 3 clusters Score -783369.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -783373.062500 Penalty: 4319.648926
	Iteration 44Q: 3 clusters Score -783373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -783373.750000 Penalty: 4319.648926
	Iteration 45Q: 3 clusters Score -783373.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -783377.625000 Penalty: 4319.648926
	Iteration 46Q: 3 clusters Score -783377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -783377.375000 Penalty: 4319.648926
	Iteration 47Q: 3 clusters Score -783377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -783382.750000 Penalty: 4319.648926
	Iteration 48Q: 3 clusters Score -783382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -783384.312500 Penalty: 4319.648926
	Iteration 49Q: 3 clusters Score -783384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -783387.375000 Penalty: 4319.648926
	Iteration 50Q: 3 clusters Score -783387.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -783390.062500 Penalty: 4319.648926
	Iteration 51Q: 3 clusters Score -783390.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -783391.812500 Penalty: 4319.648926
	Iteration 52Q: 3 clusters Score -783391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -783393.562500 Penalty: 4319.648926
	Iteration 53Q: 3 clusters Score -783393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -783394.000000 Penalty: 4319.648926
	Iteration 54Q: 3 clusters Score -783394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -783394.000000 Penalty: 4319.648926
	Iteration 55Q: 3 clusters Score -783394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -783395.625000 Penalty: 4319.648926
	Iteration 56Q: 3 clusters Score -783395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -783396.562500 Penalty: 4319.648926
	Iteration 57Q: 3 clusters Score -783396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -783397.187500 Penalty: 4319.648926
	Iteration 58Q: 3 clusters Score -783397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -783399.125000 Penalty: 4319.648926
	Iteration 59Q: 3 clusters Score -783399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -783399.125000 Penalty: 4319.648926
	Iteration 60F: 3 clusters Score -783399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Entering Unmasked Estep 
Score: -1238855.875000 Penalty: 2238.432373
	Iteration 0F: 2 clusters Score -1238856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1232279.375000 Penalty: 4476.864746
	Iteration 0F: 3 clusters Score -1232279 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1234097.875000 Penalty: 4476.864746
	Iteration 1F: 3 clusters Score -1234098 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1234389.250000 Penalty: 4476.864746
	Iteration 2F: 3 clusters Score -1234389 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1234613.750000 Penalty: 4476.864746
	Iteration 3F: 3 clusters Score -1234614 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1234838.125000 Penalty: 4476.864746
	Iteration 4Q: 3 clusters Score -1234838 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1235041.625000 Penalty: 4476.864746
	Iteration 5Q: 3 clusters Score -1235042 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1235253.875000 Penalty: 4476.864746
	Iteration 6Q: 3 clusters Score -1235254 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1235440.875000 Penalty: 4476.864746
	Iteration 7Q: 3 clusters Score -1235441 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1235603.125000 Penalty: 4476.864746
	Iteration 8Q: 3 clusters Score -1235603 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1235742.125000 Penalty: 4476.864746
	Iteration 9Q: 3 clusters Score -1235742 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1235881.375000 Penalty: 4476.864746
	Iteration 10Q: 3 clusters Score -1235881 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1236004.625000 Penalty: 4476.864746
	Iteration 11Q: 3 clusters Score -1236005 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1236108.625000 Penalty: 4476.864746
	Iteration 12Q: 3 clusters Score -1236109 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1236200.250000 Penalty: 4476.864746
	Iteration 13Q: 3 clusters Score -1236200 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1236279.750000 Penalty: 4476.864746
	Iteration 14Q: 3 clusters Score -1236280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1236350.375000 Penalty: 4476.864746
	Iteration 15Q: 3 clusters Score -1236350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1236410.125000 Penalty: 4476.864746
	Iteration 16Q: 3 clusters Score -1236410 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1236454.750000 Penalty: 4476.864746
	Iteration 17Q: 3 clusters Score -1236455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1236491.625000 Penalty: 4476.864746
	Iteration 18Q: 3 clusters Score -1236492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1236528.625000 Penalty: 4476.864746
	Iteration 19Q: 3 clusters Score -1236529 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1236554.250000 Penalty: 4476.864746
	Iteration 20F: 3 clusters Score -1236554 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1236591.000000 Penalty: 4476.864746
	Iteration 21Q: 3 clusters Score -1236591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1236612.750000 Penalty: 4476.864746
	Iteration 22Q: 3 clusters Score -1236613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1236640.125000 Penalty: 4476.864746
	Iteration 23Q: 3 clusters Score -1236640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1236682.250000 Penalty: 4476.864746
	Iteration 24Q: 3 clusters Score -1236682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1236710.750000 Penalty: 4476.864746
	Iteration 25Q: 3 clusters Score -1236711 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1236745.000000 Penalty: 4476.864746
	Iteration 26Q: 3 clusters Score -1236745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1236788.250000 Penalty: 4476.864746
	Iteration 27Q: 3 clusters Score -1236788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1236832.375000 Penalty: 4476.864746
	Iteration 28Q: 3 clusters Score -1236832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1236876.500000 Penalty: 4476.864746
	Iteration 29Q: 3 clusters Score -1236876 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1236924.000000 Penalty: 4476.864746
	Iteration 30Q: 3 clusters Score -1236924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1236970.750000 Penalty: 4476.864746
	Iteration 31Q: 3 clusters Score -1236971 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1237008.375000 Penalty: 4476.864746
	Iteration 32Q: 3 clusters Score -1237008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1237065.750000 Penalty: 4476.864746
	Iteration 33Q: 3 clusters Score -1237066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1237115.875000 Penalty: 4476.864746
	Iteration 34Q: 3 clusters Score -1237116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1237182.750000 Penalty: 4476.864746
	Iteration 35Q: 3 clusters Score -1237183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1237248.875000 Penalty: 4476.864746
	Iteration 36Q: 3 clusters Score -1237249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1237302.250000 Penalty: 4476.864746
	Iteration 37Q: 3 clusters Score -1237302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1237344.750000 Penalty: 4476.864746
	Iteration 38Q: 3 clusters Score -1237345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1237385.625000 Penalty: 4476.864746
	Iteration 39Q: 3 clusters Score -1237386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1237424.000000 Penalty: 4476.864746
	Iteration 40F: 3 clusters Score -1237424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1237451.625000 Penalty: 4476.864746
	Iteration 41Q: 3 clusters Score -1237452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1237476.250000 Penalty: 4476.864746
	Iteration 42Q: 3 clusters Score -1237476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1237487.375000 Penalty: 4476.864746
	Iteration 43Q: 3 clusters Score -1237487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1237502.750000 Penalty: 4476.864746
	Iteration 44Q: 3 clusters Score -1237503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1237521.250000 Penalty: 4476.864746
	Iteration 45Q: 3 clusters Score -1237521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1237539.875000 Penalty: 4476.864746
	Iteration 46Q: 3 clusters Score -1237540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1237556.000000 Penalty: 4476.864746
	Iteration 47Q: 3 clusters Score -1237556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1237571.750000 Penalty: 4476.864746
	Iteration 48Q: 3 clusters Score -1237572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1237585.875000 Penalty: 4476.864746
	Iteration 49Q: 3 clusters Score -1237586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1237592.000000 Penalty: 4476.864746
	Iteration 50Q: 3 clusters Score -1237592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1237599.875000 Penalty: 4476.864746
	Iteration 51Q: 3 clusters Score -1237600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1237602.375000 Penalty: 4476.864746
	Iteration 52Q: 3 clusters Score -1237602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1237604.625000 Penalty: 4476.864746
	Iteration 53Q: 3 clusters Score -1237605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1237608.750000 Penalty: 4476.864746
	Iteration 54Q: 3 clusters Score -1237609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1237609.500000 Penalty: 4476.864746
	Iteration 55Q: 3 clusters Score -1237610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1237614.500000 Penalty: 4476.864746
	Iteration 56Q: 3 clusters Score -1237614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1237614.125000 Penalty: 4476.864746
	Iteration 57Q: 3 clusters Score -1237614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1237616.125000 Penalty: 4476.864746
	Iteration 58Q: 3 clusters Score -1237616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1237617.625000 Penalty: 4476.864746
	Iteration 59Q: 3 clusters Score -1237618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1237617.625000 Penalty: 4476.864746
	Iteration 60F: 3 clusters Score -1237618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -456136.406250 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -456136.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -452746.812500 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -452746.8 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -453516.031250 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -453516 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -453776.593750 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -453776.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -453976.437500 Penalty: 4005.025879
	Iteration 3F: 3 clusters Score -453976.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -454112.125000 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -454112.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -454232.875000 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -454232.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -454334.562500 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -454334.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -454442.656250 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -454442.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -454533.062500 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -454533.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -454597.406250 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -454597.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -454659.468750 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -454659.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -454710.218750 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -454710.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -454755.812500 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -454755.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -454794.437500 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -454794.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -454828.312500 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -454828.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -454858.468750 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -454858.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -454895.687500 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -454895.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -454959.906250 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -454959.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -455032.812500 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -455032.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -455106.000000 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -455106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -455190.343750 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -455190.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -455284.562500 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -455284.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -455360.593750 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -455360.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -455435.125000 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -455435.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -455485.437500 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -455485.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455533.500000 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -455533.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -455573.312500 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -455573.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -455595.937500 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -455595.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -455604.468750 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -455604.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -455609.062500 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -455609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -455613.625000 Penalty: 4005.025879
	Iteration 30Q: 3 clusters Score -455613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455615.843750 Penalty: 4005.025879
	Iteration 31Q: 3 clusters Score -455615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -455618.312500 Penalty: 4005.025879
	Iteration 32Q: 3 clusters Score -455618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -455619.218750 Penalty: 4005.025879
	Iteration 33Q: 3 clusters Score -455619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455618.781250 Penalty: 4005.025879
	Iteration 34Q: 3 clusters Score -455618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -455618.781250 Penalty: 4005.025879
	Iteration 35F: 3 clusters Score -455618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (19446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Entering Unmasked Estep 
Score: -2871778.000000 Penalty: 2449.098389
	Iteration 0F: 2 clusters Score -2871778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2858080.750000 Penalty: 4898.196777
	Iteration 0F: 3 clusters Score -2858081 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2862682.750000 Penalty: 4898.196777
	Iteration 1F: 3 clusters Score -2862683 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2863232.250000 Penalty: 4898.196777
	Iteration 2F: 3 clusters Score -2863232 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2863751.750000 Penalty: 4898.196777
	Iteration 3F: 3 clusters Score -2863752 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2864355.750000 Penalty: 4898.196777
	Iteration 4F: 3 clusters Score -2864356 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2865120.500000 Penalty: 4898.196777
	Iteration 5F: 3 clusters Score -2865120 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2866002.250000 Penalty: 4898.196777
	Iteration 6F: 3 clusters Score -2866002 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2866829.500000 Penalty: 4898.196777
	Iteration 7F: 3 clusters Score -2866830 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2867411.250000 Penalty: 4898.196777
	Iteration 8F: 3 clusters Score -2867411 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2867863.750000 Penalty: 4898.196777
	Iteration 9Q: 3 clusters Score -2867864 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2868264.750000 Penalty: 4898.196777
	Iteration 10Q: 3 clusters Score -2868265 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2868657.000000 Penalty: 4898.196777
	Iteration 11Q: 3 clusters Score -2868657 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2868979.000000 Penalty: 4898.196777
	Iteration 12Q: 3 clusters Score -2868979 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2869267.500000 Penalty: 4898.196777
	Iteration 13Q: 3 clusters Score -2869268 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2869577.750000 Penalty: 4898.196777
	Iteration 14Q: 3 clusters Score -2869578 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2869826.750000 Penalty: 4898.196777
	Iteration 15Q: 3 clusters Score -2869827 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2870039.750000 Penalty: 4898.196777
	Iteration 16Q: 3 clusters Score -2870040 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2870183.500000 Penalty: 4898.196777
	Iteration 17Q: 3 clusters Score -2870184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2870319.500000 Penalty: 4898.196777
	Iteration 18Q: 3 clusters Score -2870320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2870415.500000 Penalty: 4898.196777
	Iteration 19Q: 3 clusters Score -2870416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2870485.000000 Penalty: 4898.196777
	Iteration 20F: 3 clusters Score -2870485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2870540.750000 Penalty: 4898.196777
	Iteration 21Q: 3 clusters Score -2870541 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2870579.250000 Penalty: 4898.196777
	Iteration 22Q: 3 clusters Score -2870579 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2870604.500000 Penalty: 4898.196777
	Iteration 23Q: 3 clusters Score -2870604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2870630.500000 Penalty: 4898.196777
	Iteration 24Q: 3 clusters Score -2870630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2870644.750000 Penalty: 4898.196777
	Iteration 25Q: 3 clusters Score -2870645 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2870663.500000 Penalty: 4898.196777
	Iteration 26Q: 3 clusters Score -2870664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2870673.250000 Penalty: 4898.196777
	Iteration 27Q: 3 clusters Score -2870673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2870674.250000 Penalty: 4898.196777
	Iteration 28Q: 3 clusters Score -2870674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2870679.500000 Penalty: 4898.196777
	Iteration 29Q: 3 clusters Score -2870680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2870678.750000 Penalty: 4898.196777
	Iteration 30Q: 3 clusters Score -2870679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2870676.750000 Penalty: 4898.196777
	Iteration 31Q: 3 clusters Score -2870677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2870672.750000 Penalty: 4898.196777
	Iteration 32Q: 3 clusters Score -2870673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2870676.500000 Penalty: 4898.196777
	Iteration 33Q: 3 clusters Score -2870676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2870679.250000 Penalty: 4898.196777
	Iteration 34Q: 3 clusters Score -2870679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2870679.000000 Penalty: 4898.196777
	Iteration 35Q: 3 clusters Score -2870679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2870679.000000 Penalty: 4898.196777
	Iteration 36F: 3 clusters Score -2870679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -606510.500000 Penalty: 2077.041748
	Iteration 0F: 2 clusters Score -606510.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -602445.687500 Penalty: 4154.083496
	Iteration 0F: 3 clusters Score -602445.7 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -603353.375000 Penalty: 4154.083496
	Iteration 1F: 3 clusters Score -603353.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -603573.562500 Penalty: 4154.083496
	Iteration 2F: 3 clusters Score -603573.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -603735.375000 Penalty: 4154.083496
	Iteration 3F: 3 clusters Score -603735.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -603924.625000 Penalty: 4154.083496
	Iteration 4F: 3 clusters Score -603924.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -604103.312500 Penalty: 4154.083496
	Iteration 5Q: 3 clusters Score -604103.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -604318.375000 Penalty: 4154.083496
	Iteration 6F: 3 clusters Score -604318.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -604574.250000 Penalty: 4154.083496
	Iteration 7F: 3 clusters Score -604574.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -604878.562500 Penalty: 4154.083496
	Iteration 8F: 3 clusters Score -604878.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -605128.812500 Penalty: 4154.083496
	Iteration 9Q: 3 clusters Score -605128.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -605328.750000 Penalty: 4154.083496
	Iteration 10Q: 3 clusters Score -605328.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -605424.687500 Penalty: 4154.083496
	Iteration 11Q: 3 clusters Score -605424.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -605493.437500 Penalty: 4154.083496
	Iteration 12Q: 3 clusters Score -605493.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -605551.500000 Penalty: 4154.083496
	Iteration 13Q: 3 clusters Score -605551.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -605593.937500 Penalty: 4154.083496
	Iteration 14Q: 3 clusters Score -605593.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -605614.500000 Penalty: 4154.083496
	Iteration 15Q: 3 clusters Score -605614.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -605624.562500 Penalty: 4154.083496
	Iteration 16Q: 3 clusters Score -605624.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -605633.750000 Penalty: 4154.083496
	Iteration 17Q: 3 clusters Score -605633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -605641.562500 Penalty: 4154.083496
	Iteration 18Q: 3 clusters Score -605641.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -605645.937500 Penalty: 4154.083496
	Iteration 19Q: 3 clusters Score -605645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -605649.000000 Penalty: 4154.083496
	Iteration 20F: 3 clusters Score -605649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -605649.187500 Penalty: 4154.083496
	Iteration 21Q: 3 clusters Score -605649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -605650.875000 Penalty: 4154.083496
	Iteration 22Q: 3 clusters Score -605650.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -605650.875000 Penalty: 4154.083496
	Iteration 23F: 3 clusters Score -605650.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -1092550.625000 Penalty: 2206.489746
	Iteration 0F: 2 clusters Score -1092551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1086661.750000 Penalty: 4412.979492
	Iteration 0F: 3 clusters Score -1086662 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1088238.625000 Penalty: 4412.979492
	Iteration 1F: 3 clusters Score -1088239 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1088467.250000 Penalty: 4412.979492
	Iteration 2F: 3 clusters Score -1088467 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1088614.625000 Penalty: 4412.979492
	Iteration 3Q: 3 clusters Score -1088615 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1088706.625000 Penalty: 4412.979492
	Iteration 4Q: 3 clusters Score -1088707 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1088771.750000 Penalty: 4412.979492
	Iteration 5Q: 3 clusters Score -1088772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1088833.375000 Penalty: 4412.979492
	Iteration 6Q: 3 clusters Score -1088833 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1088877.250000 Penalty: 4412.979492
	Iteration 7Q: 3 clusters Score -1088877 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1088920.250000 Penalty: 4412.979492
	Iteration 8Q: 3 clusters Score -1088920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1088954.500000 Penalty: 4412.979492
	Iteration 9Q: 3 clusters Score -1088954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1088982.875000 Penalty: 4412.979492
	Iteration 10Q: 3 clusters Score -1088983 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1089010.625000 Penalty: 4412.979492
	Iteration 11Q: 3 clusters Score -1089011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1089031.375000 Penalty: 4412.979492
	Iteration 12Q: 3 clusters Score -1089031 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1089060.000000 Penalty: 4412.979492
	Iteration 13Q: 3 clusters Score -1089060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1089089.750000 Penalty: 4412.979492
	Iteration 14Q: 3 clusters Score -1089090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1089125.500000 Penalty: 4412.979492
	Iteration 15Q: 3 clusters Score -1089126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1089164.750000 Penalty: 4412.979492
	Iteration 16Q: 3 clusters Score -1089165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1089205.625000 Penalty: 4412.979492
	Iteration 17Q: 3 clusters Score -1089206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1089256.875000 Penalty: 4412.979492
	Iteration 18Q: 3 clusters Score -1089257 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1089305.875000 Penalty: 4412.979492
	Iteration 19Q: 3 clusters Score -1089306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1089362.375000 Penalty: 4412.979492
	Iteration 20F: 3 clusters Score -1089362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1089430.750000 Penalty: 4412.979492
	Iteration 21Q: 3 clusters Score -1089431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1089505.625000 Penalty: 4412.979492
	Iteration 22Q: 3 clusters Score -1089506 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1089598.375000 Penalty: 4412.979492
	Iteration 23Q: 3 clusters Score -1089598 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1089700.750000 Penalty: 4412.979492
	Iteration 24Q: 3 clusters Score -1089701 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1089800.000000 Penalty: 4412.979492
	Iteration 25Q: 3 clusters Score -1089800 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1089891.250000 Penalty: 4412.979492
	Iteration 26Q: 3 clusters Score -1089891 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1089989.250000 Penalty: 4412.979492
	Iteration 27Q: 3 clusters Score -1089989 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1090084.500000 Penalty: 4412.979492
	Iteration 28Q: 3 clusters Score -1090084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1090174.750000 Penalty: 4412.979492
	Iteration 29Q: 3 clusters Score -1090175 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1090251.875000 Penalty: 4412.979492
	Iteration 30Q: 3 clusters Score -1090252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1090318.625000 Penalty: 4412.979492
	Iteration 31Q: 3 clusters Score -1090319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1090383.875000 Penalty: 4412.979492
	Iteration 32Q: 3 clusters Score -1090384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1090427.500000 Penalty: 4412.979492
	Iteration 33Q: 3 clusters Score -1090428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1090464.375000 Penalty: 4412.979492
	Iteration 34Q: 3 clusters Score -1090464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1090501.125000 Penalty: 4412.979492
	Iteration 35Q: 3 clusters Score -1090501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1090529.500000 Penalty: 4412.979492
	Iteration 36Q: 3 clusters Score -1090530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1090549.625000 Penalty: 4412.979492
	Iteration 37Q: 3 clusters Score -1090550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1090557.750000 Penalty: 4412.979492
	Iteration 38Q: 3 clusters Score -1090558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1090562.375000 Penalty: 4412.979492
	Iteration 39Q: 3 clusters Score -1090562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1090566.750000 Penalty: 4412.979492
	Iteration 40F: 3 clusters Score -1090567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1090574.875000 Penalty: 4412.979492
	Iteration 41Q: 3 clusters Score -1090575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1090578.250000 Penalty: 4412.979492
	Iteration 42Q: 3 clusters Score -1090578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1090583.500000 Penalty: 4412.979492
	Iteration 43Q: 3 clusters Score -1090584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1090587.500000 Penalty: 4412.979492
	Iteration 44Q: 3 clusters Score -1090588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1090589.625000 Penalty: 4412.979492
	Iteration 45Q: 3 clusters Score -1090590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1090589.625000 Penalty: 4412.979492
	Iteration 46F: 3 clusters Score -1090590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -328260.218750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -328260.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -325483.343750 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -325483.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -326065.343750 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -326065.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -326281.281250 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -326281.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -326449.625000 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -326449.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -326595.656250 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -326595.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -326770.656250 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -326770.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -327003.593750 Penalty: 3849.403076
	Iteration 6F: 3 clusters Score -327003.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -327354.031250 Penalty: 3849.403076
	Iteration 7F: 3 clusters Score -327354 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327793.750000 Penalty: 3849.403076
	Iteration 8F: 3 clusters Score -327793.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -328184.531250 Penalty: 3849.403076
	Iteration 9F: 3 clusters Score -328184.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -328466.406250 Penalty: 3849.403076
	Iteration 10F: 3 clusters Score -328466.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -328604.281250 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -328604.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -328673.250000 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -328673.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -328710.468750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -328710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -328724.156250 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -328724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -328729.781250 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -328729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -328731.343750 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -328731.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -328732.406250 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -328732.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -328734.187500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -328734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -328734.187500 Penalty: 3849.403076
	Iteration 19F: 3 clusters Score -328734.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 16757 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 36533 members 
Mstep: Class 6 contains 26463 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 18619 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 12031 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 9766 members 
Mstep: Class 15 contains 60322 members 
Mstep: Class 16 contains 9727 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 930 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 9642 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 8316 members 
Mstep: Class 23 contains 3212 members 
Mstep: Class 24 contains 19446 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 7311 members 
Mstep: Class 27 contains 1091 members 
Mstep: Class 28 contains 8982 members 
Mstep: Class 29 contains 57979 members 
Mstep: Class 30 contains 13322 members 
Mstep: Class 31 contains 97382 members 
Mstep: Class 32 contains 541 members 
Mstep: Class 33 contains 6223 members 
Mstep: Class 34 contains 5627 members 
Mstep: Class 35 contains 159 members 
Mstep: Class 36 contains 80099 members 
Mstep: Class 37 contains 2821 members 
Mstep: Class 38 contains 5277 members 
Mstep: Class 39 contains 3141 members 
Mstep: Class 40 contains 29649 members 
Mstep: Class 41 contains 11013 members 
Mstep: Class 42 contains 2065 members 
Mstep: Class 43 contains 99024 members 
Mstep: Class 44 contains 593 members 
Mstep: Class 45 contains 175 members 
Mstep: Class 46 contains 733 members 
Mstep: Class 47 contains 2054 members 
Mstep: Class 48 contains 21343 members 
Mstep: Class 49 contains 939 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1256 members 
Entering Unmasked Estep 
Score: -115072416.000000 Penalty: 171962.734375
Splitting cluster 27 changes total score from -115073288.000000 to -115072416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1220859.000000 Penalty: 2257.538574
	Iteration 0F: 2 clusters Score -1220859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1213907.000000 Penalty: 4515.077148
	Iteration 0F: 3 clusters Score -1213907 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1216172.625000 Penalty: 4515.077148
	Iteration 1F: 3 clusters Score -1216173 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1216795.500000 Penalty: 4515.077148
	Iteration 2F: 3 clusters Score -1216796 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1217326.125000 Penalty: 4515.077148
	Iteration 3F: 3 clusters Score -1217326 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1217716.500000 Penalty: 4515.077148
	Iteration 4F: 3 clusters Score -1217716 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1217991.000000 Penalty: 4515.077148
	Iteration 5F: 3 clusters Score -1217991 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1218172.375000 Penalty: 4515.077148
	Iteration 6Q: 3 clusters Score -1218172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1218298.375000 Penalty: 4515.077148
	Iteration 7Q: 3 clusters Score -1218298 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1218390.625000 Penalty: 4515.077148
	Iteration 8Q: 3 clusters Score -1218391 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1218467.375000 Penalty: 4515.077148
	Iteration 9Q: 3 clusters Score -1218467 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218527.000000 Penalty: 4515.077148
	Iteration 10Q: 3 clusters Score -1218527 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1218570.500000 Penalty: 4515.077148
	Iteration 11Q: 3 clusters Score -1218570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1218602.875000 Penalty: 4515.077148
	Iteration 12Q: 3 clusters Score -1218603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1218626.250000 Penalty: 4515.077148
	Iteration 13Q: 3 clusters Score -1218626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1218645.500000 Penalty: 4515.077148
	Iteration 14Q: 3 clusters Score -1218646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1218663.125000 Penalty: 4515.077148
	Iteration 15Q: 3 clusters Score -1218663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1218679.250000 Penalty: 4515.077148
	Iteration 16Q: 3 clusters Score -1218679 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1218694.625000 Penalty: 4515.077148
	Iteration 17Q: 3 clusters Score -1218695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1218704.750000 Penalty: 4515.077148
	Iteration 18Q: 3 clusters Score -1218705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1218713.625000 Penalty: 4515.077148
	Iteration 19Q: 3 clusters Score -1218714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1218724.000000 Penalty: 4515.077148
	Iteration 20F: 3 clusters Score -1218724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1218731.750000 Penalty: 4515.077148
	Iteration 21Q: 3 clusters Score -1218732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1218742.750000 Penalty: 4515.077148
	Iteration 22Q: 3 clusters Score -1218743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1218749.250000 Penalty: 4515.077148
	Iteration 23Q: 3 clusters Score -1218749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1218757.625000 Penalty: 4515.077148
	Iteration 24Q: 3 clusters Score -1218758 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1218765.750000 Penalty: 4515.077148
	Iteration 25Q: 3 clusters Score -1218766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1218775.250000 Penalty: 4515.077148
	Iteration 26Q: 3 clusters Score -1218775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1218779.875000 Penalty: 4515.077148
	Iteration 27Q: 3 clusters Score -1218780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1218782.625000 Penalty: 4515.077148
	Iteration 28Q: 3 clusters Score -1218783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1218793.125000 Penalty: 4515.077148
	Iteration 29Q: 3 clusters Score -1218793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1218794.625000 Penalty: 4515.077148
	Iteration 30Q: 3 clusters Score -1218795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1218800.375000 Penalty: 4515.077148
	Iteration 31Q: 3 clusters Score -1218800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1218804.875000 Penalty: 4515.077148
	Iteration 32Q: 3 clusters Score -1218805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1218810.500000 Penalty: 4515.077148
	Iteration 33Q: 3 clusters Score -1218810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1218812.625000 Penalty: 4515.077148
	Iteration 34Q: 3 clusters Score -1218813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1218824.125000 Penalty: 4515.077148
	Iteration 35Q: 3 clusters Score -1218824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1218833.875000 Penalty: 4515.077148
	Iteration 36Q: 3 clusters Score -1218834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1218842.875000 Penalty: 4515.077148
	Iteration 37Q: 3 clusters Score -1218843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1218853.375000 Penalty: 4515.077148
	Iteration 38Q: 3 clusters Score -1218853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1218855.875000 Penalty: 4515.077148
	Iteration 39Q: 3 clusters Score -1218856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1218863.000000 Penalty: 4515.077148
	Iteration 40F: 3 clusters Score -1218863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1218867.000000 Penalty: 4515.077148
	Iteration 41Q: 3 clusters Score -1218867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1218870.375000 Penalty: 4515.077148
	Iteration 42Q: 3 clusters Score -1218870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1218875.125000 Penalty: 4515.077148
	Iteration 43Q: 3 clusters Score -1218875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1218880.000000 Penalty: 4515.077148
	Iteration 44Q: 3 clusters Score -1218880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1218887.000000 Penalty: 4515.077148
	Iteration 45Q: 3 clusters Score -1218887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1218890.625000 Penalty: 4515.077148
	Iteration 46Q: 3 clusters Score -1218891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1218892.125000 Penalty: 4515.077148
	Iteration 47Q: 3 clusters Score -1218892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1218899.625000 Penalty: 4515.077148
	Iteration 48Q: 3 clusters Score -1218900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1218903.375000 Penalty: 4515.077148
	Iteration 49Q: 3 clusters Score -1218903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1218910.000000 Penalty: 4515.077148
	Iteration 50Q: 3 clusters Score -1218910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1218912.500000 Penalty: 4515.077148
	Iteration 51Q: 3 clusters Score -1218912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1218918.250000 Penalty: 4515.077148
	Iteration 52Q: 3 clusters Score -1218918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1218921.375000 Penalty: 4515.077148
	Iteration 53Q: 3 clusters Score -1218921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1218930.000000 Penalty: 4515.077148
	Iteration 54Q: 3 clusters Score -1218930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1218938.750000 Penalty: 4515.077148
	Iteration 55Q: 3 clusters Score -1218939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1218948.750000 Penalty: 4515.077148
	Iteration 56Q: 3 clusters Score -1218949 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1218956.500000 Penalty: 4515.077148
	Iteration 57Q: 3 clusters Score -1218956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1218966.375000 Penalty: 4515.077148
	Iteration 58Q: 3 clusters Score -1218966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1218971.625000 Penalty: 4515.077148
	Iteration 59Q: 3 clusters Score -1218972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1218980.750000 Penalty: 4515.077148
	Iteration 60F: 3 clusters Score -1218981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1218991.875000 Penalty: 4515.077148
	Iteration 61Q: 3 clusters Score -1218992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1219002.875000 Penalty: 4515.077148
	Iteration 62Q: 3 clusters Score -1219003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1219015.750000 Penalty: 4515.077148
	Iteration 63Q: 3 clusters Score -1219016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1219025.250000 Penalty: 4515.077148
	Iteration 64Q: 3 clusters Score -1219025 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1219041.875000 Penalty: 4515.077148
	Iteration 65Q: 3 clusters Score -1219042 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1219048.375000 Penalty: 4515.077148
	Iteration 66Q: 3 clusters Score -1219048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1219057.375000 Penalty: 4515.077148
	Iteration 67Q: 3 clusters Score -1219057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1219065.500000 Penalty: 4515.077148
	Iteration 68Q: 3 clusters Score -1219066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1219068.000000 Penalty: 4515.077148
	Iteration 69Q: 3 clusters Score -1219068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1219075.125000 Penalty: 4515.077148
	Iteration 70Q: 3 clusters Score -1219075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1219077.000000 Penalty: 4515.077148
	Iteration 71Q: 3 clusters Score -1219077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1219083.250000 Penalty: 4515.077148
	Iteration 72Q: 3 clusters Score -1219083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1219089.875000 Penalty: 4515.077148
	Iteration 73Q: 3 clusters Score -1219090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1219091.625000 Penalty: 4515.077148
	Iteration 74Q: 3 clusters Score -1219092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1219097.875000 Penalty: 4515.077148
	Iteration 75Q: 3 clusters Score -1219098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1219104.500000 Penalty: 4515.077148
	Iteration 76Q: 3 clusters Score -1219104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1219113.625000 Penalty: 4515.077148
	Iteration 77Q: 3 clusters Score -1219114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1219122.750000 Penalty: 4515.077148
	Iteration 78Q: 3 clusters Score -1219123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1219128.125000 Penalty: 4515.077148
	Iteration 79Q: 3 clusters Score -1219128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1219139.625000 Penalty: 4515.077148
	Iteration 80F: 3 clusters Score -1219140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1219145.625000 Penalty: 4515.077148
	Iteration 81Q: 3 clusters Score -1219146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1219148.000000 Penalty: 4515.077148
	Iteration 82Q: 3 clusters Score -1219148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1219152.625000 Penalty: 4515.077148
	Iteration 83Q: 3 clusters Score -1219153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1219156.000000 Penalty: 4515.077148
	Iteration 84Q: 3 clusters Score -1219156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1219159.375000 Penalty: 4515.077148
	Iteration 85Q: 3 clusters Score -1219159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1219162.500000 Penalty: 4515.077148
	Iteration 86Q: 3 clusters Score -1219162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1219167.000000 Penalty: 4515.077148
	Iteration 87Q: 3 clusters Score -1219167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1219172.250000 Penalty: 4515.077148
	Iteration 88Q: 3 clusters Score -1219172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1219175.750000 Penalty: 4515.077148
	Iteration 89Q: 3 clusters Score -1219176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1219179.875000 Penalty: 4515.077148
	Iteration 90Q: 3 clusters Score -1219180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1219182.250000 Penalty: 4515.077148
	Iteration 91Q: 3 clusters Score -1219182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1219180.375000 Penalty: 4515.077148
	Iteration 92Q: 3 clusters Score -1219180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1219183.375000 Penalty: 4515.077148
	Iteration 93Q: 3 clusters Score -1219183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1219184.125000 Penalty: 4515.077148
	Iteration 94Q: 3 clusters Score -1219184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1219184.375000 Penalty: 4515.077148
	Iteration 95Q: 3 clusters Score -1219184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1219183.125000 Penalty: 4515.077148
	Iteration 96Q: 3 clusters Score -1219183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1219181.750000 Penalty: 4515.077148
	Iteration 97Q: 3 clusters Score -1219182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1219182.875000 Penalty: 4515.077148
	Iteration 98Q: 3 clusters Score -1219183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1219183.500000 Penalty: 4515.077148
	Iteration 99Q: 3 clusters Score -1219184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1219183.000000 Penalty: 4515.077148
	Iteration 100F: 3 clusters Score -1219183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1219185.250000 Penalty: 4515.077148
	Iteration 101Q: 3 clusters Score -1219185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1219185.750000 Penalty: 4515.077148
	Iteration 102Q: 3 clusters Score -1219186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1219185.750000 Penalty: 4515.077148
	Iteration 103F: 3 clusters Score -1219186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (57979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Entering Unmasked Estep 
Score: -8681049.000000 Penalty: 2720.023438
	Iteration 0F: 2 clusters Score -8681049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -8642049.000000 Penalty: 5440.046875
	Iteration 0F: 3 clusters Score -8642049 nChanged 27006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -8657038.000000 Penalty: 5440.046875
	Iteration 1F: 3 clusters Score -8657038 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -8657898.000000 Penalty: 5440.046875
	Iteration 2Q: 3 clusters Score -8657898 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -8659104.000000 Penalty: 5440.046875
	Iteration 3Q: 3 clusters Score -8659104 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8660894.000000 Penalty: 5440.046875
	Iteration 4F: 3 clusters Score -8660894 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8663538.000000 Penalty: 5440.046875
	Iteration 5F: 3 clusters Score -8663538 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -8666940.000000 Penalty: 5440.046875
	Iteration 6F: 3 clusters Score -8666940 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -8670587.000000 Penalty: 5440.046875
	Iteration 7F: 3 clusters Score -8670587 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -8673744.000000 Penalty: 5440.046875
	Iteration 8F: 3 clusters Score -8673744 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8675910.000000 Penalty: 5440.046875
	Iteration 9Q: 3 clusters Score -8675910 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8677201.000000 Penalty: 5440.046875
	Iteration 10Q: 3 clusters Score -8677201 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8677883.000000 Penalty: 5440.046875
	Iteration 11Q: 3 clusters Score -8677883 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8678222.000000 Penalty: 5440.046875
	Iteration 12Q: 3 clusters Score -8678222 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8678416.000000 Penalty: 5440.046875
	Iteration 13Q: 3 clusters Score -8678416 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8678533.000000 Penalty: 5440.046875
	Iteration 14Q: 3 clusters Score -8678533 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8678602.000000 Penalty: 5440.046875
	Iteration 15Q: 3 clusters Score -8678602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8678665.000000 Penalty: 5440.046875
	Iteration 16Q: 3 clusters Score -8678665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8678697.000000 Penalty: 5440.046875
	Iteration 17Q: 3 clusters Score -8678697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8678722.000000 Penalty: 5440.046875
	Iteration 18Q: 3 clusters Score -8678722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8678726.000000 Penalty: 5440.046875
	Iteration 19Q: 3 clusters Score -8678726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8678727.000000 Penalty: 5440.046875
	Iteration 20F: 3 clusters Score -8678727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8678747.000000 Penalty: 5440.046875
	Iteration 21Q: 3 clusters Score -8678747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8678757.000000 Penalty: 5440.046875
	Iteration 22Q: 3 clusters Score -8678757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8678761.000000 Penalty: 5440.046875
	Iteration 23Q: 3 clusters Score -8678761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8678768.000000 Penalty: 5440.046875
	Iteration 24Q: 3 clusters Score -8678768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8678771.000000 Penalty: 5440.046875
	Iteration 25Q: 3 clusters Score -8678771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8678773.000000 Penalty: 5440.046875
	Iteration 26Q: 3 clusters Score -8678773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8678778.000000 Penalty: 5440.046875
	Iteration 27Q: 3 clusters Score -8678778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8678781.000000 Penalty: 5440.046875
	Iteration 28Q: 3 clusters Score -8678781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8678793.000000 Penalty: 5440.046875
	Iteration 29Q: 3 clusters Score -8678793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8678798.000000 Penalty: 5440.046875
	Iteration 30Q: 3 clusters Score -8678798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8678798.000000 Penalty: 5440.046875
	Iteration 31F: 3 clusters Score -8678798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Entering Unmasked Estep 
Score: -1973189.500000 Penalty: 2355.298828
	Iteration 0F: 2 clusters Score -1973190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1963354.500000 Penalty: 4710.597656
	Iteration 0F: 3 clusters Score -1963354 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1966512.500000 Penalty: 4710.597656
	Iteration 1F: 3 clusters Score -1966512 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1966937.625000 Penalty: 4710.597656
	Iteration 2F: 3 clusters Score -1966938 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1967278.875000 Penalty: 4710.597656
	Iteration 3F: 3 clusters Score -1967279 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1967545.250000 Penalty: 4710.597656
	Iteration 4Q: 3 clusters Score -1967545 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1967779.125000 Penalty: 4710.597656
	Iteration 5Q: 3 clusters Score -1967779 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1968009.125000 Penalty: 4710.597656
	Iteration 6Q: 3 clusters Score -1968009 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1968199.500000 Penalty: 4710.597656
	Iteration 7Q: 3 clusters Score -1968200 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1968396.500000 Penalty: 4710.597656
	Iteration 8Q: 3 clusters Score -1968396 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1968613.625000 Penalty: 4710.597656
	Iteration 9Q: 3 clusters Score -1968614 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1968816.250000 Penalty: 4710.597656
	Iteration 10Q: 3 clusters Score -1968816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1969009.875000 Penalty: 4710.597656
	Iteration 11Q: 3 clusters Score -1969010 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1969205.125000 Penalty: 4710.597656
	Iteration 12Q: 3 clusters Score -1969205 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1969371.500000 Penalty: 4710.597656
	Iteration 13Q: 3 clusters Score -1969372 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1969542.875000 Penalty: 4710.597656
	Iteration 14Q: 3 clusters Score -1969543 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1969697.750000 Penalty: 4710.597656
	Iteration 15Q: 3 clusters Score -1969698 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1969881.500000 Penalty: 4710.597656
	Iteration 16Q: 3 clusters Score -1969882 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1970056.875000 Penalty: 4710.597656
	Iteration 17Q: 3 clusters Score -1970057 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1970193.375000 Penalty: 4710.597656
	Iteration 18Q: 3 clusters Score -1970193 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1970318.625000 Penalty: 4710.597656
	Iteration 19Q: 3 clusters Score -1970319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1970439.375000 Penalty: 4710.597656
	Iteration 20F: 3 clusters Score -1970439 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1970534.250000 Penalty: 4710.597656
	Iteration 21Q: 3 clusters Score -1970534 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1970608.625000 Penalty: 4710.597656
	Iteration 22Q: 3 clusters Score -1970609 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1970673.375000 Penalty: 4710.597656
	Iteration 23Q: 3 clusters Score -1970673 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1970723.750000 Penalty: 4710.597656
	Iteration 24Q: 3 clusters Score -1970724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1970777.250000 Penalty: 4710.597656
	Iteration 25Q: 3 clusters Score -1970777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1970832.750000 Penalty: 4710.597656
	Iteration 26Q: 3 clusters Score -1970833 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1970884.750000 Penalty: 4710.597656
	Iteration 27Q: 3 clusters Score -1970885 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1970939.500000 Penalty: 4710.597656
	Iteration 28Q: 3 clusters Score -1970940 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1971001.750000 Penalty: 4710.597656
	Iteration 29Q: 3 clusters Score -1971002 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1971055.000000 Penalty: 4710.597656
	Iteration 30Q: 3 clusters Score -1971055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1971100.250000 Penalty: 4710.597656
	Iteration 31Q: 3 clusters Score -1971100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1971124.500000 Penalty: 4710.597656
	Iteration 32Q: 3 clusters Score -1971124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1971148.750000 Penalty: 4710.597656
	Iteration 33Q: 3 clusters Score -1971149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1971166.125000 Penalty: 4710.597656
	Iteration 34Q: 3 clusters Score -1971166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1971180.000000 Penalty: 4710.597656
	Iteration 35Q: 3 clusters Score -1971180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1971189.625000 Penalty: 4710.597656
	Iteration 36Q: 3 clusters Score -1971190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1971201.875000 Penalty: 4710.597656
	Iteration 37Q: 3 clusters Score -1971202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1971210.875000 Penalty: 4710.597656
	Iteration 38Q: 3 clusters Score -1971211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1971214.125000 Penalty: 4710.597656
	Iteration 39Q: 3 clusters Score -1971214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1971220.250000 Penalty: 4710.597656
	Iteration 40F: 3 clusters Score -1971220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1971226.250000 Penalty: 4710.597656
	Iteration 41Q: 3 clusters Score -1971226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1971240.125000 Penalty: 4710.597656
	Iteration 42Q: 3 clusters Score -1971240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1971247.375000 Penalty: 4710.597656
	Iteration 43Q: 3 clusters Score -1971247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1971252.000000 Penalty: 4710.597656
	Iteration 44Q: 3 clusters Score -1971252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1971258.250000 Penalty: 4710.597656
	Iteration 45Q: 3 clusters Score -1971258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1971260.625000 Penalty: 4710.597656
	Iteration 46Q: 3 clusters Score -1971261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1971262.000000 Penalty: 4710.597656
	Iteration 47Q: 3 clusters Score -1971262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1971262.375000 Penalty: 4710.597656
	Iteration 48Q: 3 clusters Score -1971262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1971263.500000 Penalty: 4710.597656
	Iteration 49Q: 3 clusters Score -1971264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1971264.250000 Penalty: 4710.597656
	Iteration 50Q: 3 clusters Score -1971264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1971266.625000 Penalty: 4710.597656
	Iteration 51Q: 3 clusters Score -1971267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1971269.750000 Penalty: 4710.597656
	Iteration 52Q: 3 clusters Score -1971270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1971270.750000 Penalty: 4710.597656
	Iteration 53Q: 3 clusters Score -1971271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1971268.750000 Penalty: 4710.597656
	Iteration 54Q: 3 clusters Score -1971269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1971271.250000 Penalty: 4710.597656
	Iteration 55Q: 3 clusters Score -1971271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1971269.625000 Penalty: 4710.597656
	Iteration 56Q: 3 clusters Score -1971270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1971273.500000 Penalty: 4710.597656
	Iteration 57Q: 3 clusters Score -1971274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1971270.875000 Penalty: 4710.597656
	Iteration 58Q: 3 clusters Score -1971271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -1971275.000000 Penalty: 4710.597656
	Iteration 59Q: 3 clusters Score -1971275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1971275.000000 Penalty: 4710.597656
	Iteration 60F: 3 clusters Score -1971275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1971279.000000 Penalty: 4710.597656
	Iteration 61Q: 3 clusters Score -1971279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1971279.375000 Penalty: 4710.597656
	Iteration 62Q: 3 clusters Score -1971279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1971280.750000 Penalty: 4710.597656
	Iteration 63Q: 3 clusters Score -1971281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1971280.625000 Penalty: 4710.597656
	Iteration 64Q: 3 clusters Score -1971281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1971281.000000 Penalty: 4710.597656
	Iteration 65Q: 3 clusters Score -1971281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1971283.375000 Penalty: 4710.597656
	Iteration 66Q: 3 clusters Score -1971283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1971281.375000 Penalty: 4710.597656
	Iteration 67Q: 3 clusters Score -1971281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1971281.500000 Penalty: 4710.597656
	Iteration 68Q: 3 clusters Score -1971282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1971281.000000 Penalty: 4710.597656
	Iteration 69Q: 3 clusters Score -1971281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1971283.375000 Penalty: 4710.597656
	Iteration 70Q: 3 clusters Score -1971283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1971285.875000 Penalty: 4710.597656
	Iteration 71Q: 3 clusters Score -1971286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1971286.750000 Penalty: 4710.597656
	Iteration 72Q: 3 clusters Score -1971287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1971284.750000 Penalty: 4710.597656
	Iteration 73Q: 3 clusters Score -1971285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1971285.375000 Penalty: 4710.597656
	Iteration 74Q: 3 clusters Score -1971285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1971285.000000 Penalty: 4710.597656
	Iteration 75Q: 3 clusters Score -1971285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1971286.375000 Penalty: 4710.597656
	Iteration 76Q: 3 clusters Score -1971286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1971285.750000 Penalty: 4710.597656
	Iteration 77Q: 3 clusters Score -1971286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1971286.250000 Penalty: 4710.597656
	Iteration 78Q: 3 clusters Score -1971286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1971286.250000 Penalty: 4710.597656
	Iteration 79F: 3 clusters Score -1971286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (97382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Entering Unmasked Estep 
Score: -14627373.000000 Penalty: 2848.626465
	Iteration 0F: 2 clusters Score -1.462737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -14562346.000000 Penalty: 5697.252930
	Iteration 0F: 3 clusters Score -1.456235e+07 nChanged 45983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -14588651.000000 Penalty: 5697.252930
	Iteration 1F: 3 clusters Score -1.458865e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -14589456.000000 Penalty: 5697.252930
	Iteration 2Q: 3 clusters Score -1.458946e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -14590211.000000 Penalty: 5697.252930
	Iteration 3Q: 3 clusters Score -1.459021e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -14591202.000000 Penalty: 5697.252930
	Iteration 4Q: 3 clusters Score -1.45912e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -14592666.000000 Penalty: 5697.252930
	Iteration 5Q: 3 clusters Score -1.459267e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -14594760.000000 Penalty: 5697.252930
	Iteration 6Q: 3 clusters Score -1.459476e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -14598069.000000 Penalty: 5697.252930
	Iteration 7F: 3 clusters Score -1.459807e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -14602574.000000 Penalty: 5697.252930
	Iteration 8F: 3 clusters Score -1.460257e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -14608213.000000 Penalty: 5697.252930
	Iteration 9F: 3 clusters Score -1.460821e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -14614240.000000 Penalty: 5697.252930
	Iteration 10F: 3 clusters Score -1.461424e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91015 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -14619191.000000 Penalty: 5697.252930
	Iteration 11F: 3 clusters Score -1.461919e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -14622308.000000 Penalty: 5697.252930
	Iteration 12Q: 3 clusters Score -1.462231e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -14623747.000000 Penalty: 5697.252930
	Iteration 13Q: 3 clusters Score -1.462375e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14624291.000000 Penalty: 5697.252930
	Iteration 14Q: 3 clusters Score -1.462429e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14624535.000000 Penalty: 5697.252930
	Iteration 15Q: 3 clusters Score -1.462454e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -14624657.000000 Penalty: 5697.252930
	Iteration 16Q: 3 clusters Score -1.462466e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14624716.000000 Penalty: 5697.252930
	Iteration 17Q: 3 clusters Score -1.462472e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -14624777.000000 Penalty: 5697.252930
	Iteration 18Q: 3 clusters Score -1.462478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14624809.000000 Penalty: 5697.252930
	Iteration 19Q: 3 clusters Score -1.462481e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -14624837.000000 Penalty: 5697.252930
	Iteration 20F: 3 clusters Score -1.462484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14624853.000000 Penalty: 5697.252930
	Iteration 21Q: 3 clusters Score -1.462485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97003 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -14624858.000000 Penalty: 5697.252930
	Iteration 22Q: 3 clusters Score -1.462486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14624851.000000 Penalty: 5697.252930
	Iteration 23Q: 3 clusters Score -1.462485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97004 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -14624858.000000 Penalty: 5697.252930
	Iteration 24Q: 3 clusters Score -1.462486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14624862.000000 Penalty: 5697.252930
	Iteration 25Q: 3 clusters Score -1.462486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14624863.000000 Penalty: 5697.252930
	Iteration 26Q: 3 clusters Score -1.462486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14624868.000000 Penalty: 5697.252930
	Iteration 27Q: 3 clusters Score -1.462487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14624864.000000 Penalty: 5697.252930
	Iteration 28Q: 3 clusters Score -1.462486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -14624867.000000 Penalty: 5697.252930
	Iteration 29Q: 3 clusters Score -1.462487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14624869.000000 Penalty: 5697.252930
	Iteration 30Q: 3 clusters Score -1.462487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14624882.000000 Penalty: 5697.252930
	Iteration 31Q: 3 clusters Score -1.462488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97011 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14624877.000000 Penalty: 5697.252930
	Iteration 32Q: 3 clusters Score -1.462488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -14624888.000000 Penalty: 5697.252930
	Iteration 33Q: 3 clusters Score -1.462489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14624897.000000 Penalty: 5697.252930
	Iteration 34Q: 3 clusters Score -1.46249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14624889.000000 Penalty: 5697.252930
	Iteration 35Q: 3 clusters Score -1.462489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -14624889.000000 Penalty: 5697.252930
	Iteration 36F: 3 clusters Score -1.462489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -73901.179688 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -73901.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72337.765625 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -72337.77 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72575.070312 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -72575.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72688.835938 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -72688.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72733.453125 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -72733.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72762.648438 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -72762.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72788.679688 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -72788.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72807.156250 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -72807.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -72821.601562 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -72821.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72834.859375 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -72834.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72848.109375 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -72848.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72870.546875 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -72870.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72889.898438 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -72889.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72900.203125 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -72900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72904.296875 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -72904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72912.093750 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -72912.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72920.726562 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -72920.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72927.031250 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -72927.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72940.281250 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -72940.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72951.515625 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -72951.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72961.304688 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -72961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72963.062500 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -72963.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Entering Unmasked Estep 
Score: -900899.687500 Penalty: 2166.529785
	Iteration 0F: 2 clusters Score -900899.7 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 3110 members 
Entering Unmasked Estep 
Score: -895637.437500 Penalty: 4333.059570
	Iteration 0F: 3 clusters Score -895637.4 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -896997.937500 Penalty: 4333.059570
	Iteration 1F: 3 clusters Score -896997.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -897233.875000 Penalty: 4333.059570
	Iteration 2F: 3 clusters Score -897233.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -897435.125000 Penalty: 4333.059570
	Iteration 3F: 3 clusters Score -897435.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -897638.812500 Penalty: 4333.059570
	Iteration 4F: 3 clusters Score -897638.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -897872.000000 Penalty: 4333.059570
	Iteration 5F: 3 clusters Score -897872 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -898179.937500 Penalty: 4333.059570
	Iteration 6F: 3 clusters Score -898179.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -898494.437500 Penalty: 4333.059570
	Iteration 7F: 3 clusters Score -898494.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -898782.062500 Penalty: 4333.059570
	Iteration 8F: 3 clusters Score -898782.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -898988.000000 Penalty: 4333.059570
	Iteration 9Q: 3 clusters Score -898988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -899149.500000 Penalty: 4333.059570
	Iteration 10Q: 3 clusters Score -899149.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -899263.500000 Penalty: 4333.059570
	Iteration 11Q: 3 clusters Score -899263.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -899341.625000 Penalty: 4333.059570
	Iteration 12Q: 3 clusters Score -899341.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -899385.875000 Penalty: 4333.059570
	Iteration 13Q: 3 clusters Score -899385.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -899411.875000 Penalty: 4333.059570
	Iteration 14Q: 3 clusters Score -899411.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -899431.375000 Penalty: 4333.059570
	Iteration 15Q: 3 clusters Score -899431.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -899444.000000 Penalty: 4333.059570
	Iteration 16Q: 3 clusters Score -899444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -899457.187500 Penalty: 4333.059570
	Iteration 17Q: 3 clusters Score -899457.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -899465.187500 Penalty: 4333.059570
	Iteration 18Q: 3 clusters Score -899465.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -899470.437500 Penalty: 4333.059570
	Iteration 19Q: 3 clusters Score -899470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -899476.437500 Penalty: 4333.059570
	Iteration 20F: 3 clusters Score -899476.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -899481.062500 Penalty: 4333.059570
	Iteration 21Q: 3 clusters Score -899481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -899485.625000 Penalty: 4333.059570
	Iteration 22Q: 3 clusters Score -899485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -899486.000000 Penalty: 4333.059570
	Iteration 23Q: 3 clusters Score -899486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -899486.312500 Penalty: 4333.059570
	Iteration 24Q: 3 clusters Score -899486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -899490.562500 Penalty: 4333.059570
	Iteration 25Q: 3 clusters Score -899490.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -899493.062500 Penalty: 4333.059570
	Iteration 26Q: 3 clusters Score -899493.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -899497.437500 Penalty: 4333.059570
	Iteration 27Q: 3 clusters Score -899497.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -899497.875000 Penalty: 4333.059570
	Iteration 28Q: 3 clusters Score -899497.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -899501.562500 Penalty: 4333.059570
	Iteration 29Q: 3 clusters Score -899501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -899504.062500 Penalty: 4333.059570
	Iteration 30Q: 3 clusters Score -899504.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -899505.250000 Penalty: 4333.059570
	Iteration 31Q: 3 clusters Score -899505.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -899508.562500 Penalty: 4333.059570
	Iteration 32Q: 3 clusters Score -899508.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -899510.875000 Penalty: 4333.059570
	Iteration 33Q: 3 clusters Score -899510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -899511.750000 Penalty: 4333.059570
	Iteration 34Q: 3 clusters Score -899511.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -899512.875000 Penalty: 4333.059570
	Iteration 35Q: 3 clusters Score -899512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -899515.125000 Penalty: 4333.059570
	Iteration 36Q: 3 clusters Score -899515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -899513.500000 Penalty: 4333.059570
	Iteration 37Q: 3 clusters Score -899513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -899513.500000 Penalty: 4333.059570
	Iteration 38F: 3 clusters Score -899513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -800788.687500 Penalty: 2141.562256
	Iteration 0F: 2 clusters Score -800788.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -795835.500000 Penalty: 4283.124512
	Iteration 0F: 3 clusters Score -795835.5 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -797012.125000 Penalty: 4283.124512
	Iteration 1F: 3 clusters Score -797012.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -797251.625000 Penalty: 4283.124512
	Iteration 2F: 3 clusters Score -797251.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -797448.312500 Penalty: 4283.124512
	Iteration 3F: 3 clusters Score -797448.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -797635.625000 Penalty: 4283.124512
	Iteration 4Q: 3 clusters Score -797635.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -797822.625000 Penalty: 4283.124512
	Iteration 5Q: 3 clusters Score -797822.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -798005.750000 Penalty: 4283.124512
	Iteration 6Q: 3 clusters Score -798005.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -798186.500000 Penalty: 4283.124512
	Iteration 7Q: 3 clusters Score -798186.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -798395.062500 Penalty: 4283.124512
	Iteration 8Q: 3 clusters Score -798395.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -798583.125000 Penalty: 4283.124512
	Iteration 9Q: 3 clusters Score -798583.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -798727.125000 Penalty: 4283.124512
	Iteration 10Q: 3 clusters Score -798727.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -798861.625000 Penalty: 4283.124512
	Iteration 11Q: 3 clusters Score -798861.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -798975.500000 Penalty: 4283.124512
	Iteration 12Q: 3 clusters Score -798975.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -799066.000000 Penalty: 4283.124512
	Iteration 13Q: 3 clusters Score -799066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -799129.250000 Penalty: 4283.124512
	Iteration 14Q: 3 clusters Score -799129.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -799177.187500 Penalty: 4283.124512
	Iteration 15Q: 3 clusters Score -799177.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -799212.625000 Penalty: 4283.124512
	Iteration 16Q: 3 clusters Score -799212.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -799237.437500 Penalty: 4283.124512
	Iteration 17Q: 3 clusters Score -799237.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -799262.625000 Penalty: 4283.124512
	Iteration 18Q: 3 clusters Score -799262.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -799283.875000 Penalty: 4283.124512
	Iteration 19Q: 3 clusters Score -799283.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -799301.625000 Penalty: 4283.124512
	Iteration 20F: 3 clusters Score -799301.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -799318.250000 Penalty: 4283.124512
	Iteration 21Q: 3 clusters Score -799318.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -799335.125000 Penalty: 4283.124512
	Iteration 22Q: 3 clusters Score -799335.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -799347.562500 Penalty: 4283.124512
	Iteration 23Q: 3 clusters Score -799347.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -799360.875000 Penalty: 4283.124512
	Iteration 24Q: 3 clusters Score -799360.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -799375.062500 Penalty: 4283.124512
	Iteration 25Q: 3 clusters Score -799375.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -799382.062500 Penalty: 4283.124512
	Iteration 26Q: 3 clusters Score -799382.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -799387.437500 Penalty: 4283.124512
	Iteration 27Q: 3 clusters Score -799387.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -799394.875000 Penalty: 4283.124512
	Iteration 28Q: 3 clusters Score -799394.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -799399.312500 Penalty: 4283.124512
	Iteration 29Q: 3 clusters Score -799399.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -799402.312500 Penalty: 4283.124512
	Iteration 30Q: 3 clusters Score -799402.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -799404.500000 Penalty: 4283.124512
	Iteration 31Q: 3 clusters Score -799404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -799405.562500 Penalty: 4283.124512
	Iteration 32Q: 3 clusters Score -799405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -799407.937500 Penalty: 4283.124512
	Iteration 33Q: 3 clusters Score -799407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -799408.312500 Penalty: 4283.124512
	Iteration 34Q: 3 clusters Score -799408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -799408.312500 Penalty: 4283.124512
	Iteration 35F: 3 clusters Score -799408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -13326.272461 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -13326.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12513.554688 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -12513.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12640.854492 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -12640.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12674.577148 Penalty: 2514.176514
	Iteration 2F: 3 clusters Score -12674.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12686.323242 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -12686.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12692.197266 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -12692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12698.961914 Penalty: 2514.176514
	Iteration 5Q: 3 clusters Score -12698.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12705.752930 Penalty: 2514.176514
	Iteration 6Q: 3 clusters Score -12705.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12718.003906 Penalty: 2514.176514
	Iteration 7Q: 3 clusters Score -12718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12718.003906 Penalty: 2514.176514
	Iteration 8F: 3 clusters Score -12718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (80099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Entering Unmasked Estep 
Score: -11945622.000000 Penalty: 2800.172607
	Iteration 0F: 2 clusters Score -1.194562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -11892211.000000 Penalty: 5600.345215
	Iteration 0F: 3 clusters Score -1.189221e+07 nChanged 37443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -11913541.000000 Penalty: 5600.345215
	Iteration 1F: 3 clusters Score -1.191354e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -11914443.000000 Penalty: 5600.345215
	Iteration 2Q: 3 clusters Score -1.191444e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -11915491.000000 Penalty: 5600.345215
	Iteration 3Q: 3 clusters Score -1.191549e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -11917029.000000 Penalty: 5600.345215
	Iteration 4Q: 3 clusters Score -1.191703e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -11919123.000000 Penalty: 5600.345215
	Iteration 5F: 3 clusters Score -1.191912e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -11922155.000000 Penalty: 5600.345215
	Iteration 6F: 3 clusters Score -1.192216e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -11926261.000000 Penalty: 5600.345215
	Iteration 7F: 3 clusters Score -1.192626e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -11930825.000000 Penalty: 5600.345215
	Iteration 8F: 3 clusters Score -1.193082e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -11935266.000000 Penalty: 5600.345215
	Iteration 9F: 3 clusters Score -1.193527e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74045 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -11938399.000000 Penalty: 5600.345215
	Iteration 10Q: 3 clusters Score -1.19384e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -11940497.000000 Penalty: 5600.345215
	Iteration 11Q: 3 clusters Score -1.19405e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -11941774.000000 Penalty: 5600.345215
	Iteration 12Q: 3 clusters Score -1.194177e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -11942453.000000 Penalty: 5600.345215
	Iteration 13Q: 3 clusters Score -1.194245e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -11942802.000000 Penalty: 5600.345215
	Iteration 14Q: 3 clusters Score -1.19428e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11942926.000000 Penalty: 5600.345215
	Iteration 15Q: 3 clusters Score -1.194293e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79400 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11943026.000000 Penalty: 5600.345215
	Iteration 16Q: 3 clusters Score -1.194303e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11943070.000000 Penalty: 5600.345215
	Iteration 17Q: 3 clusters Score -1.194307e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79481 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11943106.000000 Penalty: 5600.345215
	Iteration 18Q: 3 clusters Score -1.194311e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79506 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11943108.000000 Penalty: 5600.345215
	Iteration 19Q: 3 clusters Score -1.194311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11943135.000000 Penalty: 5600.345215
	Iteration 20F: 3 clusters Score -1.194314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11943154.000000 Penalty: 5600.345215
	Iteration 21Q: 3 clusters Score -1.194315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11943179.000000 Penalty: 5600.345215
	Iteration 22Q: 3 clusters Score -1.194318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11943199.000000 Penalty: 5600.345215
	Iteration 23Q: 3 clusters Score -1.19432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11943212.000000 Penalty: 5600.345215
	Iteration 24Q: 3 clusters Score -1.194321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11943193.000000 Penalty: 5600.345215
	Iteration 25Q: 3 clusters Score -1.194319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11943202.000000 Penalty: 5600.345215
	Iteration 26Q: 3 clusters Score -1.19432e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11943209.000000 Penalty: 5600.345215
	Iteration 27Q: 3 clusters Score -1.194321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11943213.000000 Penalty: 5600.345215
	Iteration 28Q: 3 clusters Score -1.194321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11943210.000000 Penalty: 5600.345215
	Iteration 29Q: 3 clusters Score -1.194321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11943215.000000 Penalty: 5600.345215
	Iteration 30Q: 3 clusters Score -1.194322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79596 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11943217.000000 Penalty: 5600.345215
	Iteration 31Q: 3 clusters Score -1.194322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79598 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11943221.000000 Penalty: 5600.345215
	Iteration 32Q: 3 clusters Score -1.194322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11943234.000000 Penalty: 5600.345215
	Iteration 33Q: 3 clusters Score -1.194323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -11943233.000000 Penalty: 5600.345215
	Iteration 34Q: 3 clusters Score -1.194323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79602 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -11943239.000000 Penalty: 5600.345215
	Iteration 35Q: 3 clusters Score -1.194324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11943246.000000 Penalty: 5600.345215
	Iteration 36Q: 3 clusters Score -1.194325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11943245.000000 Penalty: 5600.345215
	Iteration 37Q: 3 clusters Score -1.194324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79607 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11943249.000000 Penalty: 5600.345215
	Iteration 38Q: 3 clusters Score -1.194325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11943241.000000 Penalty: 5600.345215
	Iteration 39Q: 3 clusters Score -1.194324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11943241.000000 Penalty: 5600.345215
	Iteration 40F: 3 clusters Score -1.194324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -412929.125000 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -412929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -409798.093750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -409798.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -410510.781250 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -410510.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -410698.906250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -410698.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -410847.000000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -410847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -411005.593750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -411005.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -411191.125000 Penalty: 3940.644043
	Iteration 5F: 3 clusters Score -411191.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -411440.625000 Penalty: 3940.644043
	Iteration 6F: 3 clusters Score -411440.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -411668.875000 Penalty: 3940.644043
	Iteration 7F: 3 clusters Score -411668.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -411851.125000 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -411851.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -411986.062500 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -411986.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -412099.468750 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -412099.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -412176.812500 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -412176.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -412239.218750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -412239.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -412305.781250 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -412305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -412376.812500 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -412376.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -412420.437500 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -412420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -412451.125000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -412451.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -412475.968750 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -412476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -412486.875000 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -412486.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -412497.000000 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -412497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -412509.906250 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -412509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -412518.500000 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -412518.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -412525.562500 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -412525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -412529.000000 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -412529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -412533.781250 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -412533.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -412540.218750 Penalty: 3940.644043
	Iteration 25Q: 3 clusters Score -412540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -412541.156250 Penalty: 3940.644043
	Iteration 26Q: 3 clusters Score -412541.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -412543.531250 Penalty: 3940.644043
	Iteration 27Q: 3 clusters Score -412543.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -412544.250000 Penalty: 3940.644043
	Iteration 28Q: 3 clusters Score -412544.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -412544.250000 Penalty: 3940.644043
	Iteration 29F: 3 clusters Score -412544.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Entering Unmasked Estep 
Score: -664108.250000 Penalty: 2125.635986
	Iteration 0F: 2 clusters Score -664108.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -659520.250000 Penalty: 4251.271973
	Iteration 0F: 3 clusters Score -659520.2 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -661085.875000 Penalty: 4251.271973
	Iteration 1F: 3 clusters Score -661085.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -661624.937500 Penalty: 4251.271973
	Iteration 2F: 3 clusters Score -661624.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -661998.125000 Penalty: 4251.271973
	Iteration 3F: 3 clusters Score -661998.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -662254.750000 Penalty: 4251.271973
	Iteration 4F: 3 clusters Score -662254.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -662498.500000 Penalty: 4251.271973
	Iteration 5Q: 3 clusters Score -662498.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -662684.062500 Penalty: 4251.271973
	Iteration 6Q: 3 clusters Score -662684.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -662801.250000 Penalty: 4251.271973
	Iteration 7Q: 3 clusters Score -662801.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -662886.000000 Penalty: 4251.271973
	Iteration 8Q: 3 clusters Score -662886 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -662923.000000 Penalty: 4251.271973
	Iteration 9Q: 3 clusters Score -662923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -662959.375000 Penalty: 4251.271973
	Iteration 10Q: 3 clusters Score -662959.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -662990.250000 Penalty: 4251.271973
	Iteration 11Q: 3 clusters Score -662990.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -663005.687500 Penalty: 4251.271973
	Iteration 12Q: 3 clusters Score -663005.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -663018.187500 Penalty: 4251.271973
	Iteration 13Q: 3 clusters Score -663018.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -663038.750000 Penalty: 4251.271973
	Iteration 14Q: 3 clusters Score -663038.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -663054.250000 Penalty: 4251.271973
	Iteration 15Q: 3 clusters Score -663054.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -663063.750000 Penalty: 4251.271973
	Iteration 16Q: 3 clusters Score -663063.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -663070.687500 Penalty: 4251.271973
	Iteration 17Q: 3 clusters Score -663070.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -663077.875000 Penalty: 4251.271973
	Iteration 18Q: 3 clusters Score -663077.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -663087.312500 Penalty: 4251.271973
	Iteration 19Q: 3 clusters Score -663087.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -663094.000000 Penalty: 4251.271973
	Iteration 20F: 3 clusters Score -663094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -663103.875000 Penalty: 4251.271973
	Iteration 21Q: 3 clusters Score -663103.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -663109.375000 Penalty: 4251.271973
	Iteration 22Q: 3 clusters Score -663109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -663114.062500 Penalty: 4251.271973
	Iteration 23Q: 3 clusters Score -663114.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -663119.812500 Penalty: 4251.271973
	Iteration 24Q: 3 clusters Score -663119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -663123.125000 Penalty: 4251.271973
	Iteration 25Q: 3 clusters Score -663123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -663124.875000 Penalty: 4251.271973
	Iteration 26Q: 3 clusters Score -663124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -663127.750000 Penalty: 4251.271973
	Iteration 27Q: 3 clusters Score -663127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -663127.500000 Penalty: 4251.271973
	Iteration 28Q: 3 clusters Score -663127.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -663128.062500 Penalty: 4251.271973
	Iteration 29Q: 3 clusters Score -663128.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -663131.375000 Penalty: 4251.271973
	Iteration 30Q: 3 clusters Score -663131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -663131.437500 Penalty: 4251.271973
	Iteration 31Q: 3 clusters Score -663131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -663132.625000 Penalty: 4251.271973
	Iteration 32Q: 3 clusters Score -663132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -663135.375000 Penalty: 4251.271973
	Iteration 33Q: 3 clusters Score -663135.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -663137.375000 Penalty: 4251.271973
	Iteration 34Q: 3 clusters Score -663137.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -663139.687500 Penalty: 4251.271973
	Iteration 35Q: 3 clusters Score -663139.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -663142.187500 Penalty: 4251.271973
	Iteration 36Q: 3 clusters Score -663142.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -663144.062500 Penalty: 4251.271973
	Iteration 37Q: 3 clusters Score -663144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -663143.125000 Penalty: 4251.271973
	Iteration 38Q: 3 clusters Score -663143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -663144.062500 Penalty: 4251.271973
	Iteration 39Q: 3 clusters Score -663144.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -663144.625000 Penalty: 4251.271973
	Iteration 40F: 3 clusters Score -663144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -663144.250000 Penalty: 4251.271973
	Iteration 41Q: 3 clusters Score -663144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -663145.625000 Penalty: 4251.271973
	Iteration 42Q: 3 clusters Score -663145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -663149.375000 Penalty: 4251.271973
	Iteration 43Q: 3 clusters Score -663149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -663150.750000 Penalty: 4251.271973
	Iteration 44Q: 3 clusters Score -663150.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -663152.125000 Penalty: 4251.271973
	Iteration 45Q: 3 clusters Score -663152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -663154.562500 Penalty: 4251.271973
	Iteration 46Q: 3 clusters Score -663154.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -663158.625000 Penalty: 4251.271973
	Iteration 47Q: 3 clusters Score -663158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -663162.125000 Penalty: 4251.271973
	Iteration 48Q: 3 clusters Score -663162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -663163.937500 Penalty: 4251.271973
	Iteration 49Q: 3 clusters Score -663163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -663167.375000 Penalty: 4251.271973
	Iteration 50Q: 3 clusters Score -663167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -663167.562500 Penalty: 4251.271973
	Iteration 51Q: 3 clusters Score -663167.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -663167.875000 Penalty: 4251.271973
	Iteration 52Q: 3 clusters Score -663167.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -663167.875000 Penalty: 4251.271973
	Iteration 53F: 3 clusters Score -663167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (3141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Entering Unmasked Estep 
Score: -468715.656250 Penalty: 1996.969604
	Iteration 0F: 2 clusters Score -468715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -465307.031250 Penalty: 3993.939209
	Iteration 0F: 3 clusters Score -465307 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -465962.437500 Penalty: 3993.939209
	Iteration 1F: 3 clusters Score -465962.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -466161.031250 Penalty: 3993.939209
	Iteration 2F: 3 clusters Score -466161 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -466277.468750 Penalty: 3993.939209
	Iteration 3F: 3 clusters Score -466277.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -466363.437500 Penalty: 3993.939209
	Iteration 4Q: 3 clusters Score -466363.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -466426.343750 Penalty: 3993.939209
	Iteration 5Q: 3 clusters Score -466426.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -466462.875000 Penalty: 3993.939209
	Iteration 6Q: 3 clusters Score -466462.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -466492.562500 Penalty: 3993.939209
	Iteration 7Q: 3 clusters Score -466492.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -466531.500000 Penalty: 3993.939209
	Iteration 8Q: 3 clusters Score -466531.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -466567.125000 Penalty: 3993.939209
	Iteration 9Q: 3 clusters Score -466567.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -466596.687500 Penalty: 3993.939209
	Iteration 10Q: 3 clusters Score -466596.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -466623.937500 Penalty: 3993.939209
	Iteration 11Q: 3 clusters Score -466623.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -466654.281250 Penalty: 3993.939209
	Iteration 12Q: 3 clusters Score -466654.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -466681.062500 Penalty: 3993.939209
	Iteration 13Q: 3 clusters Score -466681.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -466713.937500 Penalty: 3993.939209
	Iteration 14Q: 3 clusters Score -466713.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -466757.625000 Penalty: 3993.939209
	Iteration 15Q: 3 clusters Score -466757.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -466805.843750 Penalty: 3993.939209
	Iteration 16Q: 3 clusters Score -466805.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -466840.531250 Penalty: 3993.939209
	Iteration 17Q: 3 clusters Score -466840.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -466878.812500 Penalty: 3993.939209
	Iteration 18Q: 3 clusters Score -466878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -466903.250000 Penalty: 3993.939209
	Iteration 19Q: 3 clusters Score -466903.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -466936.593750 Penalty: 3993.939209
	Iteration 20F: 3 clusters Score -466936.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -466973.718750 Penalty: 3993.939209
	Iteration 21Q: 3 clusters Score -466973.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -467012.500000 Penalty: 3993.939209
	Iteration 22Q: 3 clusters Score -467012.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -467037.125000 Penalty: 3993.939209
	Iteration 23Q: 3 clusters Score -467037.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -467059.531250 Penalty: 3993.939209
	Iteration 24Q: 3 clusters Score -467059.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -467070.312500 Penalty: 3993.939209
	Iteration 25Q: 3 clusters Score -467070.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -467077.468750 Penalty: 3993.939209
	Iteration 26Q: 3 clusters Score -467077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -467081.343750 Penalty: 3993.939209
	Iteration 27Q: 3 clusters Score -467081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -467084.625000 Penalty: 3993.939209
	Iteration 28Q: 3 clusters Score -467084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -467086.468750 Penalty: 3993.939209
	Iteration 29Q: 3 clusters Score -467086.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -467089.187500 Penalty: 3993.939209
	Iteration 30Q: 3 clusters Score -467089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -467089.812500 Penalty: 3993.939209
	Iteration 31Q: 3 clusters Score -467089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -467091.812500 Penalty: 3993.939209
	Iteration 32Q: 3 clusters Score -467091.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -467092.906250 Penalty: 3993.939209
	Iteration 33Q: 3 clusters Score -467092.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -467096.500000 Penalty: 3993.939209
	Iteration 34Q: 3 clusters Score -467096.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -467100.187500 Penalty: 3993.939209
	Iteration 35Q: 3 clusters Score -467100.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -467108.187500 Penalty: 3993.939209
	Iteration 36Q: 3 clusters Score -467108.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -467113.156250 Penalty: 3993.939209
	Iteration 37Q: 3 clusters Score -467113.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -467124.218750 Penalty: 3993.939209
	Iteration 38Q: 3 clusters Score -467124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -467132.812500 Penalty: 3993.939209
	Iteration 39Q: 3 clusters Score -467132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -467136.718750 Penalty: 3993.939209
	Iteration 40F: 3 clusters Score -467136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -467140.187500 Penalty: 3993.939209
	Iteration 41Q: 3 clusters Score -467140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -467140.812500 Penalty: 3993.939209
	Iteration 42Q: 3 clusters Score -467140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -467141.937500 Penalty: 3993.939209
	Iteration 43Q: 3 clusters Score -467141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -467142.937500 Penalty: 3993.939209
	Iteration 44Q: 3 clusters Score -467142.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -467144.687500 Penalty: 3993.939209
	Iteration 45Q: 3 clusters Score -467144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -467147.812500 Penalty: 3993.939209
	Iteration 46Q: 3 clusters Score -467147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -467150.500000 Penalty: 3993.939209
	Iteration 47Q: 3 clusters Score -467150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -467150.781250 Penalty: 3993.939209
	Iteration 48Q: 3 clusters Score -467150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -467151.312500 Penalty: 3993.939209
	Iteration 49Q: 3 clusters Score -467151.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -467152.375000 Penalty: 3993.939209
	Iteration 50Q: 3 clusters Score -467152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -467152.375000 Penalty: 3993.939209
	Iteration 51F: 3 clusters Score -467152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Entering Unmasked Estep 
Score: -4115539.000000 Penalty: 2553.701660
	Iteration 0F: 2 clusters Score -4115539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -4095174.500000 Penalty: 5107.403320
	Iteration 0F: 3 clusters Score -4095174 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -4103020.250000 Penalty: 5107.403320
	Iteration 1F: 3 clusters Score -4103020 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4104303.250000 Penalty: 5107.403320
	Iteration 2F: 3 clusters Score -4104303 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4105723.000000 Penalty: 5107.403320
	Iteration 3F: 3 clusters Score -4105723 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -4107364.250000 Penalty: 5107.403320
	Iteration 4F: 3 clusters Score -4107364 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4108935.500000 Penalty: 5107.403320
	Iteration 5F: 3 clusters Score -4108936 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4110166.750000 Penalty: 5107.403320
	Iteration 6F: 3 clusters Score -4110167 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4111036.250000 Penalty: 5107.403320
	Iteration 7F: 3 clusters Score -4111036 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -4111627.250000 Penalty: 5107.403320
	Iteration 8Q: 3 clusters Score -4111627 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4112029.000000 Penalty: 5107.403320
	Iteration 9Q: 3 clusters Score -4112029 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4112295.500000 Penalty: 5107.403320
	Iteration 10Q: 3 clusters Score -4112296 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4112469.500000 Penalty: 5107.403320
	Iteration 11Q: 3 clusters Score -4112470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4112570.750000 Penalty: 5107.403320
	Iteration 12Q: 3 clusters Score -4112571 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -4112667.750000 Penalty: 5107.403320
	Iteration 13Q: 3 clusters Score -4112668 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -4112729.500000 Penalty: 5107.403320
	Iteration 14Q: 3 clusters Score -4112730 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4112786.250000 Penalty: 5107.403320
	Iteration 15Q: 3 clusters Score -4112786 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4112806.750000 Penalty: 5107.403320
	Iteration 16Q: 3 clusters Score -4112807 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4112831.000000 Penalty: 5107.403320
	Iteration 17Q: 3 clusters Score -4112831 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4112838.250000 Penalty: 5107.403320
	Iteration 18Q: 3 clusters Score -4112838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4112853.250000 Penalty: 5107.403320
	Iteration 19Q: 3 clusters Score -4112853 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4112866.750000 Penalty: 5107.403320
	Iteration 20F: 3 clusters Score -4112867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -4112871.500000 Penalty: 5107.403320
	Iteration 21Q: 3 clusters Score -4112872 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4112873.750000 Penalty: 5107.403320
	Iteration 22Q: 3 clusters Score -4112874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4112879.250000 Penalty: 5107.403320
	Iteration 23Q: 3 clusters Score -4112879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4112886.750000 Penalty: 5107.403320
	Iteration 24Q: 3 clusters Score -4112887 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4112891.500000 Penalty: 5107.403320
	Iteration 25Q: 3 clusters Score -4112892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4112900.250000 Penalty: 5107.403320
	Iteration 26Q: 3 clusters Score -4112900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -4112900.750000 Penalty: 5107.403320
	Iteration 27Q: 3 clusters Score -4112901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4112909.000000 Penalty: 5107.403320
	Iteration 28Q: 3 clusters Score -4112909 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4112901.750000 Penalty: 5107.403320
	Iteration 29Q: 3 clusters Score -4112902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4112908.500000 Penalty: 5107.403320
	Iteration 30Q: 3 clusters Score -4112908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -4112905.000000 Penalty: 5107.403320
	Iteration 31Q: 3 clusters Score -4112905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -4112912.750000 Penalty: 5107.403320
	Iteration 32Q: 3 clusters Score -4112913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4112911.250000 Penalty: 5107.403320
	Iteration 33Q: 3 clusters Score -4112911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4112907.000000 Penalty: 5107.403320
	Iteration 34Q: 3 clusters Score -4112907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -4112909.750000 Penalty: 5107.403320
	Iteration 35Q: 3 clusters Score -4112910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4112911.500000 Penalty: 5107.403320
	Iteration 36Q: 3 clusters Score -4112912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -4112916.500000 Penalty: 5107.403320
	Iteration 37Q: 3 clusters Score -4112916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -4112917.250000 Penalty: 5107.403320
	Iteration 38Q: 3 clusters Score -4112917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4112913.750000 Penalty: 5107.403320
	Iteration 39Q: 3 clusters Score -4112914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4112913.750000 Penalty: 5107.403320
	Iteration 40F: 3 clusters Score -4112914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Entering Unmasked Estep 
Score: -1610995.000000 Penalty: 2308.094238
	Iteration 0F: 2 clusters Score -1610995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1602601.625000 Penalty: 4616.188477
	Iteration 0F: 3 clusters Score -1602602 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1605150.625000 Penalty: 4616.188477
	Iteration 1F: 3 clusters Score -1605151 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1605573.000000 Penalty: 4616.188477
	Iteration 2F: 3 clusters Score -1605573 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1605917.625000 Penalty: 4616.188477
	Iteration 3F: 3 clusters Score -1605918 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1606212.875000 Penalty: 4616.188477
	Iteration 4F: 3 clusters Score -1606213 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1606460.875000 Penalty: 4616.188477
	Iteration 5Q: 3 clusters Score -1606461 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1606715.375000 Penalty: 4616.188477
	Iteration 6Q: 3 clusters Score -1606715 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1606945.000000 Penalty: 4616.188477
	Iteration 7Q: 3 clusters Score -1606945 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1607148.750000 Penalty: 4616.188477
	Iteration 8Q: 3 clusters Score -1607149 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1607350.625000 Penalty: 4616.188477
	Iteration 9Q: 3 clusters Score -1607351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1607558.375000 Penalty: 4616.188477
	Iteration 10Q: 3 clusters Score -1607558 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1607760.125000 Penalty: 4616.188477
	Iteration 11Q: 3 clusters Score -1607760 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1607905.000000 Penalty: 4616.188477
	Iteration 12Q: 3 clusters Score -1607905 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1608059.000000 Penalty: 4616.188477
	Iteration 13Q: 3 clusters Score -1608059 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1608193.375000 Penalty: 4616.188477
	Iteration 14Q: 3 clusters Score -1608193 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1608336.500000 Penalty: 4616.188477
	Iteration 15Q: 3 clusters Score -1608336 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1608450.625000 Penalty: 4616.188477
	Iteration 16Q: 3 clusters Score -1608451 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1608534.750000 Penalty: 4616.188477
	Iteration 17Q: 3 clusters Score -1608535 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1608591.125000 Penalty: 4616.188477
	Iteration 18Q: 3 clusters Score -1608591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1608625.000000 Penalty: 4616.188477
	Iteration 19Q: 3 clusters Score -1608625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1608644.000000 Penalty: 4616.188477
	Iteration 20F: 3 clusters Score -1608644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1608659.000000 Penalty: 4616.188477
	Iteration 21Q: 3 clusters Score -1608659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1608674.875000 Penalty: 4616.188477
	Iteration 22Q: 3 clusters Score -1608675 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1608690.250000 Penalty: 4616.188477
	Iteration 23Q: 3 clusters Score -1608690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1608692.125000 Penalty: 4616.188477
	Iteration 24Q: 3 clusters Score -1608692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1608701.250000 Penalty: 4616.188477
	Iteration 25Q: 3 clusters Score -1608701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1608713.250000 Penalty: 4616.188477
	Iteration 26Q: 3 clusters Score -1608713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1608715.625000 Penalty: 4616.188477
	Iteration 27Q: 3 clusters Score -1608716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1608714.750000 Penalty: 4616.188477
	Iteration 28Q: 3 clusters Score -1608715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1608724.375000 Penalty: 4616.188477
	Iteration 29Q: 3 clusters Score -1608724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1608725.000000 Penalty: 4616.188477
	Iteration 30Q: 3 clusters Score -1608725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1608726.000000 Penalty: 4616.188477
	Iteration 31Q: 3 clusters Score -1608726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1608731.625000 Penalty: 4616.188477
	Iteration 32Q: 3 clusters Score -1608732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1608733.250000 Penalty: 4616.188477
	Iteration 33Q: 3 clusters Score -1608733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1608733.125000 Penalty: 4616.188477
	Iteration 34Q: 3 clusters Score -1608733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1608737.125000 Penalty: 4616.188477
	Iteration 35Q: 3 clusters Score -1608737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1608742.625000 Penalty: 4616.188477
	Iteration 36Q: 3 clusters Score -1608743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1608740.750000 Penalty: 4616.188477
	Iteration 37Q: 3 clusters Score -1608741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1608748.250000 Penalty: 4616.188477
	Iteration 38Q: 3 clusters Score -1608748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1608751.500000 Penalty: 4616.188477
	Iteration 39Q: 3 clusters Score -1608752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1608752.000000 Penalty: 4616.188477
	Iteration 40F: 3 clusters Score -1608752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1608750.500000 Penalty: 4616.188477
	Iteration 41Q: 3 clusters Score -1608750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1608750.500000 Penalty: 4616.188477
	Iteration 42Q: 3 clusters Score -1608750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1608755.250000 Penalty: 4616.188477
	Iteration 43Q: 3 clusters Score -1608755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1608756.875000 Penalty: 4616.188477
	Iteration 44Q: 3 clusters Score -1608757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1608757.625000 Penalty: 4616.188477
	Iteration 45Q: 3 clusters Score -1608758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1608755.875000 Penalty: 4616.188477
	Iteration 46Q: 3 clusters Score -1608756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1608757.250000 Penalty: 4616.188477
	Iteration 47Q: 3 clusters Score -1608757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1608757.250000 Penalty: 4616.188477
	Iteration 48F: 3 clusters Score -1608757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Entering Unmasked Estep 
Score: -289107.093750 Penalty: 1892.955566
	Iteration 0F: 2 clusters Score -289107.1 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 1017 members 
Entering Unmasked Estep 
Score: -286447.281250 Penalty: 3785.911133
	Iteration 0F: 3 clusters Score -286447.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -287038.312500 Penalty: 3785.911133
	Iteration 1F: 3 clusters Score -287038.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -287297.531250 Penalty: 3785.911133
	Iteration 2F: 3 clusters Score -287297.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -287492.531250 Penalty: 3785.911133
	Iteration 3F: 3 clusters Score -287492.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -287627.812500 Penalty: 3785.911133
	Iteration 4F: 3 clusters Score -287627.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -287743.375000 Penalty: 3785.911133
	Iteration 5Q: 3 clusters Score -287743.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -287832.187500 Penalty: 3785.911133
	Iteration 6Q: 3 clusters Score -287832.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -287890.406250 Penalty: 3785.911133
	Iteration 7Q: 3 clusters Score -287890.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -287927.968750 Penalty: 3785.911133
	Iteration 8Q: 3 clusters Score -287928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -287943.468750 Penalty: 3785.911133
	Iteration 9Q: 3 clusters Score -287943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -287950.625000 Penalty: 3785.911133
	Iteration 10Q: 3 clusters Score -287950.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -287956.031250 Penalty: 3785.911133
	Iteration 11Q: 3 clusters Score -287956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -287960.562500 Penalty: 3785.911133
	Iteration 12Q: 3 clusters Score -287960.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -287964.281250 Penalty: 3785.911133
	Iteration 13Q: 3 clusters Score -287964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -287967.218750 Penalty: 3785.911133
	Iteration 14Q: 3 clusters Score -287967.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287970.031250 Penalty: 3785.911133
	Iteration 15Q: 3 clusters Score -287970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287971.468750 Penalty: 3785.911133
	Iteration 16Q: 3 clusters Score -287971.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -287978.343750 Penalty: 3785.911133
	Iteration 17Q: 3 clusters Score -287978.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287986.562500 Penalty: 3785.911133
	Iteration 18Q: 3 clusters Score -287986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -287987.000000 Penalty: 3785.911133
	Iteration 19Q: 3 clusters Score -287987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -287989.218750 Penalty: 3785.911133
	Iteration 20F: 3 clusters Score -287989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -287997.812500 Penalty: 3785.911133
	Iteration 21Q: 3 clusters Score -287997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287999.500000 Penalty: 3785.911133
	Iteration 22Q: 3 clusters Score -287999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288000.250000 Penalty: 3785.911133
	Iteration 23Q: 3 clusters Score -288000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -288001.968750 Penalty: 3785.911133
	Iteration 24Q: 3 clusters Score -288002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288001.968750 Penalty: 3785.911133
	Iteration 25Q: 3 clusters Score -288002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -288001.968750 Penalty: 3785.911133
	Iteration 26F: 3 clusters Score -288002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (99024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Entering Unmasked Estep 
Score: -14644105.000000 Penalty: 2852.773193
	Iteration 0F: 2 clusters Score -1.46441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -14577807.000000 Penalty: 5705.546387
	Iteration 0F: 3 clusters Score -1.457781e+07 nChanged 46849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -14604993.000000 Penalty: 5705.546387
	Iteration 1F: 3 clusters Score -1.460499e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -14606243.000000 Penalty: 5705.546387
	Iteration 2Q: 3 clusters Score -1.460624e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -14607985.000000 Penalty: 5705.546387
	Iteration 3Q: 3 clusters Score -1.460798e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -14610384.000000 Penalty: 5705.546387
	Iteration 4F: 3 clusters Score -1.461038e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -14613575.000000 Penalty: 5705.546387
	Iteration 5F: 3 clusters Score -1.461358e+07 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -14617368.000000 Penalty: 5705.546387
	Iteration 6F: 3 clusters Score -1.461737e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67805 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -14621214.000000 Penalty: 5705.546387
	Iteration 7F: 3 clusters Score -1.462121e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -14624888.000000 Penalty: 5705.546387
	Iteration 8F: 3 clusters Score -1.462489e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76087 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -14627879.000000 Penalty: 5705.546387
	Iteration 9Q: 3 clusters Score -1.462788e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -14630496.000000 Penalty: 5705.546387
	Iteration 10Q: 3 clusters Score -1.46305e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -14632839.000000 Penalty: 5705.546387
	Iteration 11Q: 3 clusters Score -1.463284e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85886 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -14634758.000000 Penalty: 5705.546387
	Iteration 12Q: 3 clusters Score -1.463476e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88234 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -14636121.000000 Penalty: 5705.546387
	Iteration 13Q: 3 clusters Score -1.463612e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -14637343.000000 Penalty: 5705.546387
	Iteration 14Q: 3 clusters Score -1.463734e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -14638467.000000 Penalty: 5705.546387
	Iteration 15Q: 3 clusters Score -1.463847e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -14639323.000000 Penalty: 5705.546387
	Iteration 16Q: 3 clusters Score -1.463932e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -14640096.000000 Penalty: 5705.546387
	Iteration 17Q: 3 clusters Score -1.46401e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -14640726.000000 Penalty: 5705.546387
	Iteration 18Q: 3 clusters Score -1.464073e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -14641133.000000 Penalty: 5705.546387
	Iteration 19Q: 3 clusters Score -1.464113e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -14641456.000000 Penalty: 5705.546387
	Iteration 20F: 3 clusters Score -1.464146e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -14641724.000000 Penalty: 5705.546387
	Iteration 21Q: 3 clusters Score -1.464172e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96733 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14641902.000000 Penalty: 5705.546387
	Iteration 22Q: 3 clusters Score -1.46419e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -14641990.000000 Penalty: 5705.546387
	Iteration 23Q: 3 clusters Score -1.464199e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -14642106.000000 Penalty: 5705.546387
	Iteration 24Q: 3 clusters Score -1.464211e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -14642159.000000 Penalty: 5705.546387
	Iteration 25Q: 3 clusters Score -1.464216e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -14642196.000000 Penalty: 5705.546387
	Iteration 26Q: 3 clusters Score -1.46422e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97214 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -14642260.000000 Penalty: 5705.546387
	Iteration 27Q: 3 clusters Score -1.464226e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97259 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14642251.000000 Penalty: 5705.546387
	Iteration 28Q: 3 clusters Score -1.464225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -14642277.000000 Penalty: 5705.546387
	Iteration 29Q: 3 clusters Score -1.464228e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14642275.000000 Penalty: 5705.546387
	Iteration 30Q: 3 clusters Score -1.464228e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -14642308.000000 Penalty: 5705.546387
	Iteration 31Q: 3 clusters Score -1.464231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14642315.000000 Penalty: 5705.546387
	Iteration 32Q: 3 clusters Score -1.464232e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97372 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -14642318.000000 Penalty: 5705.546387
	Iteration 33Q: 3 clusters Score -1.464232e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97389 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14642318.000000 Penalty: 5705.546387
	Iteration 34Q: 3 clusters Score -1.464232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -14642345.000000 Penalty: 5705.546387
	Iteration 35Q: 3 clusters Score -1.464234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97416 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -14642344.000000 Penalty: 5705.546387
	Iteration 36Q: 3 clusters Score -1.464234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97433 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -14642349.000000 Penalty: 5705.546387
	Iteration 37Q: 3 clusters Score -1.464235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97457 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -14642354.000000 Penalty: 5705.546387
	Iteration 38Q: 3 clusters Score -1.464235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -14642362.000000 Penalty: 5705.546387
	Iteration 39Q: 3 clusters Score -1.464236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97494 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -14642388.000000 Penalty: 5705.546387
	Iteration 40F: 3 clusters Score -1.464239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -14642377.000000 Penalty: 5705.546387
	Iteration 41Q: 3 clusters Score -1.464238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97524 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -14642383.000000 Penalty: 5705.546387
	Iteration 42Q: 3 clusters Score -1.464238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14642400.000000 Penalty: 5705.546387
	Iteration 43Q: 3 clusters Score -1.46424e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14642428.000000 Penalty: 5705.546387
	Iteration 44Q: 3 clusters Score -1.464243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14642430.000000 Penalty: 5705.546387
	Iteration 45Q: 3 clusters Score -1.464243e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -14642444.000000 Penalty: 5705.546387
	Iteration 46Q: 3 clusters Score -1.464244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14642455.000000 Penalty: 5705.546387
	Iteration 47Q: 3 clusters Score -1.464246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -14642455.000000 Penalty: 5705.546387
	Iteration 48Q: 3 clusters Score -1.464246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97638 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -14642459.000000 Penalty: 5705.546387
	Iteration 49Q: 3 clusters Score -1.464246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -14642460.000000 Penalty: 5705.546387
	Iteration 50Q: 3 clusters Score -1.464246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14642467.000000 Penalty: 5705.546387
	Iteration 51Q: 3 clusters Score -1.464247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97647 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -14642472.000000 Penalty: 5705.546387
	Iteration 52Q: 3 clusters Score -1.464247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97646 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14642464.000000 Penalty: 5705.546387
	Iteration 53Q: 3 clusters Score -1.464246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -14642474.000000 Penalty: 5705.546387
	Iteration 54Q: 3 clusters Score -1.464247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14642483.000000 Penalty: 5705.546387
	Iteration 55Q: 3 clusters Score -1.464248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14642476.000000 Penalty: 5705.546387
	Iteration 56Q: 3 clusters Score -1.464248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -14642477.000000 Penalty: 5705.546387
	Iteration 57Q: 3 clusters Score -1.464248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -14642478.000000 Penalty: 5705.546387
	Iteration 58Q: 3 clusters Score -1.464248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -14642475.000000 Penalty: 5705.546387
	Iteration 59Q: 3 clusters Score -1.464248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -14642482.000000 Penalty: 5705.546387
	Iteration 60F: 3 clusters Score -1.464248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97687 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -14642450.000000 Penalty: 5705.546387
	Iteration 61Q: 3 clusters Score -1.464245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -14642459.000000 Penalty: 5705.546387
	Iteration 62Q: 3 clusters Score -1.464246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14642478.000000 Penalty: 5705.546387
	Iteration 63Q: 3 clusters Score -1.464248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97690 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -14642488.000000 Penalty: 5705.546387
	Iteration 64Q: 3 clusters Score -1.464249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14642492.000000 Penalty: 5705.546387
	Iteration 65Q: 3 clusters Score -1.464249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14642489.000000 Penalty: 5705.546387
	Iteration 66Q: 3 clusters Score -1.464249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -14642489.000000 Penalty: 5705.546387
	Iteration 67F: 3 clusters Score -1.464249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -81529.304688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -81529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79915.015625 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -79915.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80112.992188 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -80112.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -80181.125000 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -80181.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80212.695312 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -80212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80227.976562 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -80227.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80233.773438 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -80233.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80240.359375 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -80240.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80240.359375 Penalty: 3167.056396
	Iteration 7F: 3 clusters Score -80240.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Entering Unmasked Estep 
Score: -22605.181641 Penalty: 1280.866943
	Iteration 0F: 2 clusters Score -22605.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21790.337891 Penalty: 2561.733887
	Iteration 0F: 3 clusters Score -21790.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -21846.724609 Penalty: 2561.733887
	Iteration 1F: 3 clusters Score -21846.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21868.509766 Penalty: 2561.733887
	Iteration 2Q: 3 clusters Score -21868.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21868.509766 Penalty: 2561.733887
	Iteration 3F: 3 clusters Score -21868.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -99544.023438 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -99544.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97853.937500 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -97853.94 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98143.882812 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -98143.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -98276.851562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -98276.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -98316.257812 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -98316.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98358.054688 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -98358.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98397.320312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -98397.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98422.468750 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -98422.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98462.281250 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -98462.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98484.015625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -98484.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -98500.765625 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -98500.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98513.070312 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -98513.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98532.523438 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -98532.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98548.828125 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -98548.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98558.492188 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -98558.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -98569.890625 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -98569.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98575.062500 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -98575.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -98580.437500 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -98580.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -98590.437500 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -98590.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -98615.671875 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -98615.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98621.234375 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -98621.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -98626.406250 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -98626.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (2054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Entering Unmasked Estep 
Score: -279111.687500 Penalty: 1891.630981
	Iteration 0F: 2 clusters Score -279111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -276538.343750 Penalty: 3783.261963
	Iteration 0F: 3 clusters Score -276538.3 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277081.406250 Penalty: 3783.261963
	Iteration 1F: 3 clusters Score -277081.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277272.218750 Penalty: 3783.261963
	Iteration 2F: 3 clusters Score -277272.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -277378.875000 Penalty: 3783.261963
	Iteration 3F: 3 clusters Score -277378.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -277449.562500 Penalty: 3783.261963
	Iteration 4Q: 3 clusters Score -277449.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -277516.781250 Penalty: 3783.261963
	Iteration 5Q: 3 clusters Score -277516.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -277580.593750 Penalty: 3783.261963
	Iteration 6Q: 3 clusters Score -277580.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277636.406250 Penalty: 3783.261963
	Iteration 7Q: 3 clusters Score -277636.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -277688.718750 Penalty: 3783.261963
	Iteration 8Q: 3 clusters Score -277688.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -277728.406250 Penalty: 3783.261963
	Iteration 9Q: 3 clusters Score -277728.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277769.093750 Penalty: 3783.261963
	Iteration 10Q: 3 clusters Score -277769.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -277798.718750 Penalty: 3783.261963
	Iteration 11Q: 3 clusters Score -277798.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277827.781250 Penalty: 3783.261963
	Iteration 12Q: 3 clusters Score -277827.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -277848.250000 Penalty: 3783.261963
	Iteration 13Q: 3 clusters Score -277848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -277863.406250 Penalty: 3783.261963
	Iteration 14Q: 3 clusters Score -277863.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277871.812500 Penalty: 3783.261963
	Iteration 15Q: 3 clusters Score -277871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -277877.843750 Penalty: 3783.261963
	Iteration 16Q: 3 clusters Score -277877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277882.406250 Penalty: 3783.261963
	Iteration 17Q: 3 clusters Score -277882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277883.375000 Penalty: 3783.261963
	Iteration 18Q: 3 clusters Score -277883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277884.625000 Penalty: 3783.261963
	Iteration 19Q: 3 clusters Score -277884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -277885.937500 Penalty: 3783.261963
	Iteration 20F: 3 clusters Score -277885.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -277886.812500 Penalty: 3783.261963
	Iteration 21Q: 3 clusters Score -277886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -277886.812500 Penalty: 3783.261963
	Iteration 22F: 3 clusters Score -277886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (21343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Entering Unmasked Estep 
Score: -3145842.000000 Penalty: 2472.182861
	Iteration 0F: 2 clusters Score -3145842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3131153.750000 Penalty: 4944.365723
	Iteration 0F: 3 clusters Score -3131154 nChanged 9375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3136475.750000 Penalty: 4944.365723
	Iteration 1F: 3 clusters Score -3136476 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3137456.500000 Penalty: 4944.365723
	Iteration 2F: 3 clusters Score -3137456 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -3138559.750000 Penalty: 4944.365723
	Iteration 3F: 3 clusters Score -3138560 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3139675.750000 Penalty: 4944.365723
	Iteration 4F: 3 clusters Score -3139676 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3140625.500000 Penalty: 4944.365723
	Iteration 5F: 3 clusters Score -3140626 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3141222.250000 Penalty: 4944.365723
	Iteration 6F: 3 clusters Score -3141222 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3141591.500000 Penalty: 4944.365723
	Iteration 7Q: 3 clusters Score -3141592 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3141803.500000 Penalty: 4944.365723
	Iteration 8Q: 3 clusters Score -3141804 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -3141960.750000 Penalty: 4944.365723
	Iteration 9Q: 3 clusters Score -3141961 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -3142046.000000 Penalty: 4944.365723
	Iteration 10Q: 3 clusters Score -3142046 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3142148.500000 Penalty: 4944.365723
	Iteration 11Q: 3 clusters Score -3142148 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -3142221.250000 Penalty: 4944.365723
	Iteration 12Q: 3 clusters Score -3142221 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3142296.500000 Penalty: 4944.365723
	Iteration 13Q: 3 clusters Score -3142296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3142377.000000 Penalty: 4944.365723
	Iteration 14Q: 3 clusters Score -3142377 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3142437.000000 Penalty: 4944.365723
	Iteration 15Q: 3 clusters Score -3142437 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3142509.750000 Penalty: 4944.365723
	Iteration 16Q: 3 clusters Score -3142510 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3142579.500000 Penalty: 4944.365723
	Iteration 17Q: 3 clusters Score -3142580 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3142650.500000 Penalty: 4944.365723
	Iteration 18Q: 3 clusters Score -3142650 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3142734.500000 Penalty: 4944.365723
	Iteration 19Q: 3 clusters Score -3142734 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -3142856.250000 Penalty: 4944.365723
	Iteration 20F: 3 clusters Score -3142856 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3142956.500000 Penalty: 4944.365723
	Iteration 21Q: 3 clusters Score -3142956 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3143068.000000 Penalty: 4944.365723
	Iteration 22Q: 3 clusters Score -3143068 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3143155.250000 Penalty: 4944.365723
	Iteration 23Q: 3 clusters Score -3143155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3143230.250000 Penalty: 4944.365723
	Iteration 24Q: 3 clusters Score -3143230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3143298.250000 Penalty: 4944.365723
	Iteration 25Q: 3 clusters Score -3143298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3143367.250000 Penalty: 4944.365723
	Iteration 26Q: 3 clusters Score -3143367 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3143431.750000 Penalty: 4944.365723
	Iteration 27Q: 3 clusters Score -3143432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3143480.750000 Penalty: 4944.365723
	Iteration 28Q: 3 clusters Score -3143481 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3143520.750000 Penalty: 4944.365723
	Iteration 29Q: 3 clusters Score -3143521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3143565.250000 Penalty: 4944.365723
	Iteration 30Q: 3 clusters Score -3143565 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3143590.000000 Penalty: 4944.365723
	Iteration 31Q: 3 clusters Score -3143590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3143620.750000 Penalty: 4944.365723
	Iteration 32Q: 3 clusters Score -3143621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3143647.250000 Penalty: 4944.365723
	Iteration 33Q: 3 clusters Score -3143647 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3143663.500000 Penalty: 4944.365723
	Iteration 34Q: 3 clusters Score -3143664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3143678.000000 Penalty: 4944.365723
	Iteration 35Q: 3 clusters Score -3143678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3143687.750000 Penalty: 4944.365723
	Iteration 36Q: 3 clusters Score -3143688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3143709.750000 Penalty: 4944.365723
	Iteration 37Q: 3 clusters Score -3143710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3143713.000000 Penalty: 4944.365723
	Iteration 38Q: 3 clusters Score -3143713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3143719.000000 Penalty: 4944.365723
	Iteration 39Q: 3 clusters Score -3143719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3143731.500000 Penalty: 4944.365723
	Iteration 40F: 3 clusters Score -3143732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3143742.750000 Penalty: 4944.365723
	Iteration 41Q: 3 clusters Score -3143743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3143743.750000 Penalty: 4944.365723
	Iteration 42Q: 3 clusters Score -3143744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3143756.000000 Penalty: 4944.365723
	Iteration 43Q: 3 clusters Score -3143756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3143760.750000 Penalty: 4944.365723
	Iteration 44Q: 3 clusters Score -3143761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3143772.000000 Penalty: 4944.365723
	Iteration 45Q: 3 clusters Score -3143772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3143780.250000 Penalty: 4944.365723
	Iteration 46Q: 3 clusters Score -3143780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3143782.250000 Penalty: 4944.365723
	Iteration 47Q: 3 clusters Score -3143782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3143783.500000 Penalty: 4944.365723
	Iteration 48Q: 3 clusters Score -3143784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3143784.500000 Penalty: 4944.365723
	Iteration 49Q: 3 clusters Score -3143784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3143789.750000 Penalty: 4944.365723
	Iteration 50Q: 3 clusters Score -3143790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3143793.500000 Penalty: 4944.365723
	Iteration 51Q: 3 clusters Score -3143794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3143793.000000 Penalty: 4944.365723
	Iteration 52Q: 3 clusters Score -3143793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3143798.750000 Penalty: 4944.365723
	Iteration 53Q: 3 clusters Score -3143799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3143793.750000 Penalty: 4944.365723
	Iteration 54Q: 3 clusters Score -3143794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3143795.750000 Penalty: 4944.365723
	Iteration 55Q: 3 clusters Score -3143796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3143800.000000 Penalty: 4944.365723
	Iteration 56Q: 3 clusters Score -3143800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3143801.250000 Penalty: 4944.365723
	Iteration 57Q: 3 clusters Score -3143801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3143799.750000 Penalty: 4944.365723
	Iteration 58Q: 3 clusters Score -3143800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3143800.750000 Penalty: 4944.365723
	Iteration 59Q: 3 clusters Score -3143801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3143799.750000 Penalty: 4944.365723
	Iteration 60F: 3 clusters Score -3143800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3143797.500000 Penalty: 4944.365723
	Iteration 61Q: 3 clusters Score -3143798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3143802.250000 Penalty: 4944.365723
	Iteration 62Q: 3 clusters Score -3143802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3143807.500000 Penalty: 4944.365723
	Iteration 63Q: 3 clusters Score -3143808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3143807.250000 Penalty: 4944.365723
	Iteration 64Q: 3 clusters Score -3143807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3143805.250000 Penalty: 4944.365723
	Iteration 65Q: 3 clusters Score -3143805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3143805.750000 Penalty: 4944.365723
	Iteration 66Q: 3 clusters Score -3143806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3143803.750000 Penalty: 4944.365723
	Iteration 67Q: 3 clusters Score -3143804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3143809.750000 Penalty: 4944.365723
	Iteration 68Q: 3 clusters Score -3143810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3143807.250000 Penalty: 4944.365723
	Iteration 69Q: 3 clusters Score -3143807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3143815.750000 Penalty: 4944.365723
	Iteration 70Q: 3 clusters Score -3143816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3143819.250000 Penalty: 4944.365723
	Iteration 71Q: 3 clusters Score -3143819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3143817.500000 Penalty: 4944.365723
	Iteration 72Q: 3 clusters Score -3143818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3143816.750000 Penalty: 4944.365723
	Iteration 73Q: 3 clusters Score -3143817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3143818.750000 Penalty: 4944.365723
	Iteration 74Q: 3 clusters Score -3143819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3143818.750000 Penalty: 4944.365723
	Iteration 75F: 3 clusters Score -3143819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -119000.671875 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -119000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117167.289062 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -117167.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117597.093750 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -117597.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117843.601562 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -117843.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118065.890625 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -118065.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118182.593750 Penalty: 3395.028320
	Iteration 4Q: 3 clusters Score -118182.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118247.281250 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -118247.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118315.242188 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -118315.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118347.843750 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -118347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -118380.437500 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -118380.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118409.429688 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -118409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118418.968750 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -118419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118421.726562 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -118421.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118421.726562 Penalty: 3395.028320
	Iteration 12F: 3 clusters Score -118421.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -68720.695312 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -68720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67199.289062 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -67199.29 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67379.609375 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -67379.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67433.843750 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -67433.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -67453.492188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -67453.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67462.953125 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -67462.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67472.015625 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -67472.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67479.796875 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -67479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -67479.796875 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -67479.8 nChanged 0
--- Evaluating fit on full set of 2408835 points ---
Entering Unmasked Estep 
Score: -344949088.000000 Penalty: 182213.703125
23->51 Clusters: Score -344949088.000000, best is -345651936.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 802945 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 35242 members 
Mstep: Class 3 contains 34871 members 
Mstep: Class 4 contains 34758 members 
Mstep: Class 5 contains 34923 members 
Mstep: Class 6 contains 34921 members 
Mstep: Class 7 contains 34874 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 34655 members 
Mstep: Class 10 contains 34927 members 
Mstep: Class 11 contains 34922 members 
Mstep: Class 12 contains 34833 members 
Mstep: Class 13 contains 34706 members 
Mstep: Class 14 contains 34849 members 
Mstep: Class 15 contains 35323 members 
Mstep: Class 16 contains 34874 members 
Mstep: Class 17 contains 34641 members 
Mstep: Class 18 contains 35087 members 
Mstep: Class 19 contains 34895 members 
Mstep: Class 20 contains 34865 members 
Mstep: Class 21 contains 35224 members 
Mstep: Class 22 contains 35098 members 
Mstep: Class 23 contains 34842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1258.817139 but Gain 3371.820312
Score: -107358288.000000 Penalty: 74180.000000
Iteration 0F: 23 clusters Score -1.073583e+08 nChanged 767395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3272 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 15891 members 
Mstep: Class 3 contains 25521 members 
Mstep: Class 4 contains 89358 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 6 contains 27692 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 8556 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 8656 members 
Mstep: Class 12 contains 7454 members 
Mstep: Class 13 contains 12391 members 
Mstep: Class 14 contains 431158 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 10775 members 
Mstep: Class 18 contains 8398 members 
Mstep: Class 19 contains 13145 members 
Mstep: Class 20 contains 22541 members 
Mstep: Class 21 contains 53045 members 
Mstep: Class 22 contains 10878 members 
Mstep: Class 23 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111489552.000000 Penalty: 74180.000000
Iteration 1F: 23 clusters Score -1.114896e+08 nChanged 292341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2603 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 13484 members 
Mstep: Class 3 contains 26665 members 
Mstep: Class 4 contains 86072 members 
Mstep: Class 5 contains 4910 members 
Mstep: Class 6 contains 36809 members 
Mstep: Class 7 contains 4013 members 
Mstep: Class 8 contains 2901 members 
Mstep: Class 9 contains 7564 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 10407 members 
Mstep: Class 14 contains 432959 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 5421 members 
Mstep: Class 18 contains 12421 members 
Mstep: Class 19 contains 12335 members 
Mstep: Class 20 contains 24720 members 
Mstep: Class 21 contains 65400 members 
Mstep: Class 22 contains 10655 members 
Mstep: Class 23 contains 5188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -112538080.000000 Penalty: 74180.000000
Iteration 2F: 23 clusters Score -1.125381e+08 nChanged 213734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1497 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 22040 members 
Mstep: Class 3 contains 34291 members 
Mstep: Class 4 contains 84724 members 
Mstep: Class 5 contains 3183 members 
Mstep: Class 6 contains 47952 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 3660 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 8158 members 
Mstep: Class 12 contains 14573 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 358995 members 
Mstep: Class 15 contains 11114 members 
Mstep: Class 16 contains 6644 members 
Mstep: Class 17 contains 4754 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 14093 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 75611 members 
Mstep: Class 22 contains 12529 members 
Mstep: Class 23 contains 6045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -113437544.000000 Penalty: 74180.000000
Iteration 3F: 23 clusters Score -1.134375e+08 nChanged 183019
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 25471 members 
Mstep: Class 3 contains 51643 members 
Mstep: Class 4 contains 93249 members 
Mstep: Class 5 contains 2344 members 
Mstep: Class 6 contains 54570 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 12 contains 22437 members 
Mstep: Class 13 contains 15711 members 
Mstep: Class 14 contains 293217 members 
Mstep: Class 15 contains 13569 members 
Mstep: Class 16 contains 8858 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 23176 members 
Mstep: Class 19 contains 14066 members 
Mstep: Class 20 contains 57080 members 
Mstep: Class 21 contains 74190 members 
Mstep: Class 22 contains 9517 members 
Mstep: Class 23 contains 9484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114064336.000000 Penalty: 74180.000000
Iteration 4F: 23 clusters Score -1.140643e+08 nChanged 143358
Entering Unmasked Mstep 
Mstep: Class 0 contains 294 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 25760 members 
Mstep: Class 3 contains 69277 members 
Mstep: Class 4 contains 107263 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 58549 members 
Mstep: Class 7 contains 2008 members 
Mstep: Class 8 contains 3233 members 
Mstep: Class 9 contains 13163 members 
Mstep: Class 10 contains 4215 members 
Mstep: Class 12 contains 27311 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 244996 members 
Mstep: Class 15 contains 14100 members 
Mstep: Class 16 contains 10440 members 
Mstep: Class 17 contains 7087 members 
Mstep: Class 18 contains 23165 members 
Mstep: Class 19 contains 13436 members 
Mstep: Class 20 contains 67161 members 
Mstep: Class 21 contains 69545 members 
Mstep: Class 22 contains 4909 members 
Mstep: Class 23 contains 12362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114365040.000000 Penalty: 74180.000000
Iteration 5F: 23 clusters Score -1.14365e+08 nChanged 100125
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 75581 members 
Mstep: Class 4 contains 118004 members 
Mstep: Class 5 contains 2647 members 
Mstep: Class 6 contains 62403 members 
Mstep: Class 7 contains 1923 members 
Mstep: Class 8 contains 2963 members 
Mstep: Class 9 contains 15434 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 12 contains 30615 members 
Mstep: Class 13 contains 17117 members 
Mstep: Class 14 contains 211173 members 
Mstep: Class 15 contains 14479 members 
Mstep: Class 16 contains 11573 members 
Mstep: Class 17 contains 7992 members 
Mstep: Class 18 contains 22875 members 
Mstep: Class 19 contains 13509 members 
Mstep: Class 20 contains 76675 members 
Mstep: Class 21 contains 65824 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 13596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114521360.000000 Penalty: 74180.000000
Iteration 6F: 23 clusters Score -1.145214e+08 nChanged 69780
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 26158 members 
Mstep: Class 3 contains 76866 members 
Mstep: Class 4 contains 125371 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 65402 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 12 contains 33055 members 
Mstep: Class 13 contains 17116 members 
Mstep: Class 14 contains 190506 members 
Mstep: Class 15 contains 14862 members 
Mstep: Class 16 contains 12697 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 22151 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 84047 members 
Mstep: Class 21 contains 61245 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 13660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114608384.000000 Penalty: 74180.000000
Iteration 7F: 23 clusters Score -1.146084e+08 nChanged 52047
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 26219 members 
Mstep: Class 3 contains 76602 members 
Mstep: Class 4 contains 129888 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 67408 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 12 contains 34849 members 
Mstep: Class 13 contains 17019 members 
Mstep: Class 14 contains 179619 members 
Mstep: Class 15 contains 15333 members 
Mstep: Class 16 contains 13599 members 
Mstep: Class 17 contains 8872 members 
Mstep: Class 18 contains 21177 members 
Mstep: Class 19 contains 14934 members 
Mstep: Class 20 contains 89040 members 
Mstep: Class 21 contains 56178 members 
Mstep: Class 22 contains 2609 members 
Mstep: Class 23 contains 13468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114657904.000000 Penalty: 74180.000000
Iteration 8F: 23 clusters Score -1.146579e+08 nChanged 38473
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 26139 members 
Mstep: Class 3 contains 75964 members 
Mstep: Class 4 contains 131952 members 
Mstep: Class 5 contains 4563 members 
Mstep: Class 6 contains 68586 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 20391 members 
Mstep: Class 10 contains 1562 members 
Mstep: Class 12 contains 36255 members 
Mstep: Class 13 contains 16940 members 
Mstep: Class 14 contains 174112 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 14209 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 20067 members 
Mstep: Class 19 contains 16001 members 
Mstep: Class 20 contains 92551 members 
Mstep: Class 21 contains 51569 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 13332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114689928.000000 Penalty: 74180.000000
Iteration 9Q: 23 clusters Score -1.146899e+08 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 75260 members 
Mstep: Class 4 contains 132352 members 
Mstep: Class 5 contains 4756 members 
Mstep: Class 6 contains 69276 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 21405 members 
Mstep: Class 10 contains 1404 members 
Mstep: Class 12 contains 37369 members 
Mstep: Class 13 contains 16745 members 
Mstep: Class 14 contains 171943 members 
Mstep: Class 15 contains 16741 members 
Mstep: Class 16 contains 14687 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 18961 members 
Mstep: Class 19 contains 17186 members 
Mstep: Class 20 contains 95086 members 
Mstep: Class 21 contains 47273 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 13210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114711432.000000 Penalty: 74180.000000
Iteration 10Q: 23 clusters Score -1.147114e+08 nChanged 25144
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 25572 members 
Mstep: Class 3 contains 74527 members 
Mstep: Class 4 contains 131896 members 
Mstep: Class 5 contains 4868 members 
Mstep: Class 6 contains 69597 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 22320 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 12 contains 38369 members 
Mstep: Class 13 contains 16528 members 
Mstep: Class 14 contains 170822 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 15167 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 18037 members 
Mstep: Class 19 contains 18347 members 
Mstep: Class 20 contains 97127 members 
Mstep: Class 21 contains 43755 members 
Mstep: Class 22 contains 2439 members 
Mstep: Class 23 contains 13115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114725352.000000 Penalty: 74180.000000
Iteration 11Q: 23 clusters Score -1.147254e+08 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 25100 members 
Mstep: Class 3 contains 73814 members 
Mstep: Class 4 contains 131048 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 69716 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 23207 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 12 contains 39271 members 
Mstep: Class 13 contains 16329 members 
Mstep: Class 14 contains 170092 members 
Mstep: Class 15 contains 18043 members 
Mstep: Class 16 contains 15677 members 
Mstep: Class 17 contains 10904 members 
Mstep: Class 18 contains 17341 members 
Mstep: Class 19 contains 19354 members 
Mstep: Class 20 contains 98983 members 
Mstep: Class 21 contains 40693 members 
Mstep: Class 22 contains 2393 members 
Mstep: Class 23 contains 13062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114736056.000000 Penalty: 74180.000000
Iteration 12Q: 23 clusters Score -1.147361e+08 nChanged 18683
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 24585 members 
Mstep: Class 3 contains 73231 members 
Mstep: Class 4 contains 129958 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 69741 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 24149 members 
Mstep: Class 10 contains 1316 members 
Mstep: Class 12 contains 39992 members 
Mstep: Class 13 contains 16161 members 
Mstep: Class 14 contains 169509 members 
Mstep: Class 15 contains 18441 members 
Mstep: Class 16 contains 16202 members 
Mstep: Class 17 contains 11480 members 
Mstep: Class 18 contains 17063 members 
Mstep: Class 19 contains 20178 members 
Mstep: Class 20 contains 100541 members 
Mstep: Class 21 contains 38029 members 
Mstep: Class 22 contains 2349 members 
Mstep: Class 23 contains 13026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114744616.000000 Penalty: 74180.000000
Iteration 13Q: 23 clusters Score -1.147446e+08 nChanged 16842
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 23998 members 
Mstep: Class 3 contains 72636 members 
Mstep: Class 4 contains 128980 members 
Mstep: Class 5 contains 5015 members 
Mstep: Class 6 contains 69736 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 25050 members 
Mstep: Class 10 contains 1312 members 
Mstep: Class 12 contains 40642 members 
Mstep: Class 13 contains 16086 members 
Mstep: Class 14 contains 168927 members 
Mstep: Class 15 contains 18705 members 
Mstep: Class 16 contains 16726 members 
Mstep: Class 17 contains 12002 members 
Mstep: Class 18 contains 17124 members 
Mstep: Class 19 contains 20897 members 
Mstep: Class 20 contains 101773 members 
Mstep: Class 21 contains 35683 members 
Mstep: Class 22 contains 2325 members 
Mstep: Class 23 contains 12998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114751696.000000 Penalty: 74180.000000
Iteration 14Q: 23 clusters Score -1.147517e+08 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 23352 members 
Mstep: Class 3 contains 72123 members 
Mstep: Class 4 contains 128033 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 69535 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 25883 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 12 contains 41219 members 
Mstep: Class 13 contains 16083 members 
Mstep: Class 14 contains 168382 members 
Mstep: Class 15 contains 18779 members 
Mstep: Class 16 contains 17243 members 
Mstep: Class 17 contains 12441 members 
Mstep: Class 18 contains 17374 members 
Mstep: Class 19 contains 21562 members 
Mstep: Class 20 contains 102923 members 
Mstep: Class 21 contains 33696 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 12972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114758384.000000 Penalty: 74180.000000
Iteration 15Q: 23 clusters Score -1.147584e+08 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 22722 members 
Mstep: Class 3 contains 71580 members 
Mstep: Class 4 contains 127186 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 69191 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 26779 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 12 contains 41732 members 
Mstep: Class 13 contains 16164 members 
Mstep: Class 14 contains 167522 members 
Mstep: Class 15 contains 18725 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 12992 members 
Mstep: Class 18 contains 17834 members 
Mstep: Class 19 contains 22137 members 
Mstep: Class 20 contains 103909 members 
Mstep: Class 21 contains 32073 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 12965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114765008.000000 Penalty: 74180.000000
Iteration 16Q: 23 clusters Score -1.14765e+08 nChanged 14111
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 22046 members 
Mstep: Class 3 contains 71142 members 
Mstep: Class 4 contains 126430 members 
Mstep: Class 5 contains 5090 members 
Mstep: Class 6 contains 68813 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 27599 members 
Mstep: Class 10 contains 1306 members 
Mstep: Class 12 contains 42149 members 
Mstep: Class 13 contains 16353 members 
Mstep: Class 14 contains 166333 members 
Mstep: Class 15 contains 18678 members 
Mstep: Class 16 contains 18157 members 
Mstep: Class 17 contains 13531 members 
Mstep: Class 18 contains 18473 members 
Mstep: Class 19 contains 22659 members 
Mstep: Class 20 contains 104910 members 
Mstep: Class 21 contains 30718 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 12963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114771072.000000 Penalty: 74180.000000
Iteration 17Q: 23 clusters Score -1.147711e+08 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 21305 members 
Mstep: Class 3 contains 70752 members 
Mstep: Class 4 contains 125720 members 
Mstep: Class 5 contains 5095 members 
Mstep: Class 6 contains 68288 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 28387 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 12 contains 42492 members 
Mstep: Class 13 contains 16616 members 
Mstep: Class 14 contains 165017 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 18563 members 
Mstep: Class 17 contains 14137 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 23125 members 
Mstep: Class 20 contains 105769 members 
Mstep: Class 21 contains 29666 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114776512.000000 Penalty: 74180.000000
Iteration 18Q: 23 clusters Score -1.147765e+08 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 20576 members 
Mstep: Class 3 contains 70483 members 
Mstep: Class 4 contains 124959 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 67775 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 29127 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 12 contains 42752 members 
Mstep: Class 13 contains 16943 members 
Mstep: Class 14 contains 163547 members 
Mstep: Class 15 contains 18372 members 
Mstep: Class 16 contains 18886 members 
Mstep: Class 17 contains 14838 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 23579 members 
Mstep: Class 20 contains 106618 members 
Mstep: Class 21 contains 28826 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 13028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114782360.000000 Penalty: 74180.000000
Iteration 19Q: 23 clusters Score -1.147824e+08 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 215 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 19884 members 
Mstep: Class 3 contains 70383 members 
Mstep: Class 4 contains 124076 members 
Mstep: Class 5 contains 5111 members 
Mstep: Class 6 contains 67248 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 29811 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 12 contains 42925 members 
Mstep: Class 13 contains 17300 members 
Mstep: Class 14 contains 162027 members 
Mstep: Class 15 contains 18172 members 
Mstep: Class 16 contains 19184 members 
Mstep: Class 17 contains 15557 members 
Mstep: Class 18 contains 21047 members 
Mstep: Class 19 contains 24032 members 
Mstep: Class 20 contains 107421 members 
Mstep: Class 21 contains 28114 members 
Mstep: Class 22 contains 2283 members 
Mstep: Class 23 contains 13054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114789320.000000 Penalty: 74180.000000
Iteration 20F: 23 clusters Score -1.147893e+08 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 3 contains 70458 members 
Mstep: Class 4 contains 123095 members 
Mstep: Class 5 contains 5126 members 
Mstep: Class 6 contains 66600 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 30266 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 12 contains 43007 members 
Mstep: Class 13 contains 17755 members 
Mstep: Class 14 contains 160403 members 
Mstep: Class 15 contains 17864 members 
Mstep: Class 16 contains 19473 members 
Mstep: Class 17 contains 16470 members 
Mstep: Class 18 contains 21861 members 
Mstep: Class 19 contains 24473 members 
Mstep: Class 20 contains 108108 members 
Mstep: Class 21 contains 27550 members 
Mstep: Class 22 contains 2270 members 
Mstep: Class 23 contains 13084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114796536.000000 Penalty: 74180.000000
Iteration 21Q: 23 clusters Score -1.147965e+08 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 18874 members 
Mstep: Class 3 contains 70798 members 
Mstep: Class 4 contains 121893 members 
Mstep: Class 5 contains 5142 members 
Mstep: Class 6 contains 65974 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 2255 members 
Mstep: Class 9 contains 30819 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 12 contains 43040 members 
Mstep: Class 13 contains 18243 members 
Mstep: Class 14 contains 158683 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 16 contains 19700 members 
Mstep: Class 17 contains 17437 members 
Mstep: Class 18 contains 22882 members 
Mstep: Class 19 contains 24865 members 
Mstep: Class 20 contains 108512 members 
Mstep: Class 21 contains 27113 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114803176.000000 Penalty: 74180.000000
Iteration 22Q: 23 clusters Score -1.148032e+08 nChanged 13141
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 18451 members 
Mstep: Class 3 contains 71331 members 
Mstep: Class 4 contains 120571 members 
Mstep: Class 5 contains 5157 members 
Mstep: Class 6 contains 65376 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 2247 members 
Mstep: Class 9 contains 31344 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 12 contains 43009 members 
Mstep: Class 13 contains 18711 members 
Mstep: Class 14 contains 156979 members 
Mstep: Class 15 contains 17254 members 
Mstep: Class 16 contains 19872 members 
Mstep: Class 17 contains 18393 members 
Mstep: Class 18 contains 23987 members 
Mstep: Class 19 contains 25243 members 
Mstep: Class 20 contains 108729 members 
Mstep: Class 21 contains 26877 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 13148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114809560.000000 Penalty: 74180.000000
Iteration 23Q: 23 clusters Score -1.148096e+08 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 18081 members 
Mstep: Class 3 contains 72140 members 
Mstep: Class 4 contains 119178 members 
Mstep: Class 5 contains 5169 members 
Mstep: Class 6 contains 64774 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 9 contains 31871 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 12 contains 42901 members 
Mstep: Class 13 contains 19207 members 
Mstep: Class 14 contains 155241 members 
Mstep: Class 15 contains 16923 members 
Mstep: Class 16 contains 20039 members 
Mstep: Class 17 contains 19363 members 
Mstep: Class 18 contains 25178 members 
Mstep: Class 19 contains 25589 members 
Mstep: Class 20 contains 108725 members 
Mstep: Class 21 contains 26682 members 
Mstep: Class 22 contains 2303 members 
Mstep: Class 23 contains 13197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114815616.000000 Penalty: 74180.000000
Iteration 24Q: 23 clusters Score -1.148156e+08 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 17725 members 
Mstep: Class 3 contains 73143 members 
Mstep: Class 4 contains 117684 members 
Mstep: Class 5 contains 5175 members 
Mstep: Class 6 contains 64277 members 
Mstep: Class 7 contains 951 members 
Mstep: Class 8 contains 2241 members 
Mstep: Class 9 contains 32323 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 12 contains 42732 members 
Mstep: Class 13 contains 19740 members 
Mstep: Class 14 contains 153458 members 
Mstep: Class 15 contains 16610 members 
Mstep: Class 16 contains 20240 members 
Mstep: Class 17 contains 20394 members 
Mstep: Class 18 contains 26537 members 
Mstep: Class 19 contains 25984 members 
Mstep: Class 20 contains 108402 members 
Mstep: Class 21 contains 26500 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 13235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114823136.000000 Penalty: 74180.000000
Iteration 25Q: 23 clusters Score -1.148231e+08 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 17415 members 
Mstep: Class 3 contains 74370 members 
Mstep: Class 4 contains 116138 members 
Mstep: Class 5 contains 5181 members 
Mstep: Class 6 contains 63930 members 
Mstep: Class 7 contains 943 members 
Mstep: Class 8 contains 2230 members 
Mstep: Class 9 contains 32627 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 12 contains 42512 members 
Mstep: Class 13 contains 20094 members 
Mstep: Class 14 contains 151636 members 
Mstep: Class 15 contains 16580 members 
Mstep: Class 16 contains 20511 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 26417 members 
Mstep: Class 20 contains 107753 members 
Mstep: Class 21 contains 26316 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 13254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114832008.000000 Penalty: 74180.000000
Iteration 26Q: 23 clusters Score -1.14832e+08 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 17153 members 
Mstep: Class 3 contains 75714 members 
Mstep: Class 4 contains 114481 members 
Mstep: Class 5 contains 5184 members 
Mstep: Class 6 contains 63524 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 32814 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 12 contains 42312 members 
Mstep: Class 13 contains 20144 members 
Mstep: Class 14 contains 149843 members 
Mstep: Class 15 contains 17036 members 
Mstep: Class 16 contains 20856 members 
Mstep: Class 17 contains 22218 members 
Mstep: Class 18 contains 29826 members 
Mstep: Class 19 contains 26870 members 
Mstep: Class 20 contains 106715 members 
Mstep: Class 21 contains 26120 members 
Mstep: Class 22 contains 2375 members 
Mstep: Class 23 contains 13282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114839976.000000 Penalty: 74180.000000
Iteration 27Q: 23 clusters Score -1.1484e+08 nChanged 13155
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 16905 members 
Mstep: Class 3 contains 77079 members 
Mstep: Class 4 contains 112890 members 
Mstep: Class 5 contains 5189 members 
Mstep: Class 6 contains 63149 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 2221 members 
Mstep: Class 9 contains 32930 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 12 contains 42028 members 
Mstep: Class 13 contains 20062 members 
Mstep: Class 14 contains 148118 members 
Mstep: Class 15 contains 17454 members 
Mstep: Class 16 contains 21229 members 
Mstep: Class 17 contains 23022 members 
Mstep: Class 18 contains 31888 members 
Mstep: Class 19 contains 27377 members 
Mstep: Class 20 contains 105406 members 
Mstep: Class 21 contains 26064 members 
Mstep: Class 22 contains 2400 members 
Mstep: Class 23 contains 13287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114846056.000000 Penalty: 74180.000000
Iteration 28Q: 23 clusters Score -1.148461e+08 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 16688 members 
Mstep: Class 3 contains 78348 members 
Mstep: Class 4 contains 111311 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 62765 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 33129 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 12 contains 41741 members 
Mstep: Class 13 contains 19939 members 
Mstep: Class 14 contains 146508 members 
Mstep: Class 15 contains 17767 members 
Mstep: Class 16 contains 21609 members 
Mstep: Class 17 contains 23686 members 
Mstep: Class 18 contains 34058 members 
Mstep: Class 19 contains 27907 members 
Mstep: Class 20 contains 104026 members 
Mstep: Class 21 contains 26146 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114852328.000000 Penalty: 74180.000000
Iteration 29Q: 23 clusters Score -1.148523e+08 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 16491 members 
Mstep: Class 3 contains 79469 members 
Mstep: Class 4 contains 109824 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 62458 members 
Mstep: Class 7 contains 938 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 33272 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 12 contains 41461 members 
Mstep: Class 13 contains 19792 members 
Mstep: Class 14 contains 145076 members 
Mstep: Class 15 contains 17941 members 
Mstep: Class 16 contains 21979 members 
Mstep: Class 17 contains 24251 members 
Mstep: Class 18 contains 36499 members 
Mstep: Class 19 contains 28405 members 
Mstep: Class 20 contains 102482 members 
Mstep: Class 21 contains 26223 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 13288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114857776.000000 Penalty: 74180.000000
Iteration 30Q: 23 clusters Score -1.148578e+08 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 16314 members 
Mstep: Class 3 contains 80316 members 
Mstep: Class 4 contains 108313 members 
Mstep: Class 5 contains 5198 members 
Mstep: Class 6 contains 62141 members 
Mstep: Class 7 contains 939 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 33430 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 12 contains 41226 members 
Mstep: Class 13 contains 19580 members 
Mstep: Class 14 contains 143893 members 
Mstep: Class 15 contains 18024 members 
Mstep: Class 16 contains 22304 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 39018 members 
Mstep: Class 19 contains 28992 members 
Mstep: Class 20 contains 101124 members 
Mstep: Class 21 contains 26283 members 
Mstep: Class 22 contains 2484 members 
Mstep: Class 23 contains 13287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114863376.000000 Penalty: 74180.000000
Iteration 31Q: 23 clusters Score -1.148634e+08 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 16151 members 
Mstep: Class 3 contains 80974 members 
Mstep: Class 4 contains 106730 members 
Mstep: Class 5 contains 5197 members 
Mstep: Class 6 contains 61848 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 33561 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 12 contains 40990 members 
Mstep: Class 13 contains 19334 members 
Mstep: Class 14 contains 142946 members 
Mstep: Class 15 contains 18096 members 
Mstep: Class 16 contains 22618 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 41346 members 
Mstep: Class 19 contains 29596 members 
Mstep: Class 20 contains 100260 members 
Mstep: Class 21 contains 26323 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 13277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114869264.000000 Penalty: 74180.000000
Iteration 32Q: 23 clusters Score -1.148693e+08 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 15967 members 
Mstep: Class 3 contains 81396 members 
Mstep: Class 4 contains 105257 members 
Mstep: Class 5 contains 5195 members 
Mstep: Class 6 contains 61515 members 
Mstep: Class 7 contains 936 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 33720 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 12 contains 40761 members 
Mstep: Class 13 contains 19079 members 
Mstep: Class 14 contains 142237 members 
Mstep: Class 15 contains 18115 members 
Mstep: Class 16 contains 22931 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 43243 members 
Mstep: Class 19 contains 30221 members 
Mstep: Class 20 contains 100051 members 
Mstep: Class 21 contains 26288 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 13268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114873560.000000 Penalty: 74180.000000
Iteration 33Q: 23 clusters Score -1.148736e+08 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 15782 members 
Mstep: Class 3 contains 81672 members 
Mstep: Class 4 contains 103790 members 
Mstep: Class 5 contains 5194 members 
Mstep: Class 6 contains 61308 members 
Mstep: Class 7 contains 936 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 33876 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 12 contains 40521 members 
Mstep: Class 13 contains 18791 members 
Mstep: Class 14 contains 141701 members 
Mstep: Class 15 contains 18113 members 
Mstep: Class 16 contains 23203 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 19 contains 30888 members 
Mstep: Class 20 contains 100548 members 
Mstep: Class 21 contains 26276 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 13252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114875440.000000 Penalty: 74180.000000
Iteration 34Q: 23 clusters Score -1.148754e+08 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 15607 members 
Mstep: Class 3 contains 81844 members 
Mstep: Class 4 contains 102392 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 61126 members 
Mstep: Class 7 contains 935 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 33999 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 12 contains 40294 members 
Mstep: Class 13 contains 18433 members 
Mstep: Class 14 contains 141334 members 
Mstep: Class 15 contains 18103 members 
Mstep: Class 16 contains 23430 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 45421 members 
Mstep: Class 19 contains 31600 members 
Mstep: Class 20 contains 101429 members 
Mstep: Class 21 contains 26219 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114877672.000000 Penalty: 74180.000000
Iteration 35Q: 23 clusters Score -1.148777e+08 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 15435 members 
Mstep: Class 3 contains 81963 members 
Mstep: Class 4 contains 101006 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 60957 members 
Mstep: Class 7 contains 934 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 34015 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 12 contains 40104 members 
Mstep: Class 13 contains 18033 members 
Mstep: Class 14 contains 141125 members 
Mstep: Class 15 contains 18093 members 
Mstep: Class 16 contains 23601 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 45982 members 
Mstep: Class 19 contains 32404 members 
Mstep: Class 20 contains 102508 members 
Mstep: Class 21 contains 26163 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114879360.000000 Penalty: 74180.000000
Iteration 36Q: 23 clusters Score -1.148794e+08 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 15248 members 
Mstep: Class 3 contains 82075 members 
Mstep: Class 4 contains 99682 members 
Mstep: Class 5 contains 5193 members 
Mstep: Class 6 contains 60824 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 34017 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 12 contains 39917 members 
Mstep: Class 13 contains 17592 members 
Mstep: Class 14 contains 141017 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 23754 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 46365 members 
Mstep: Class 19 contains 33287 members 
Mstep: Class 20 contains 103560 members 
Mstep: Class 21 contains 26162 members 
Mstep: Class 22 contains 2560 members 
Mstep: Class 23 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114880832.000000 Penalty: 74180.000000
Iteration 37Q: 23 clusters Score -1.148808e+08 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 15098 members 
Mstep: Class 3 contains 82184 members 
Mstep: Class 4 contains 98345 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 60754 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33917 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 12 contains 39752 members 
Mstep: Class 13 contains 17133 members 
Mstep: Class 14 contains 140954 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 23858 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 46592 members 
Mstep: Class 19 contains 34176 members 
Mstep: Class 20 contains 104668 members 
Mstep: Class 21 contains 26146 members 
Mstep: Class 22 contains 2563 members 
Mstep: Class 23 contains 13241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114881992.000000 Penalty: 74180.000000
Iteration 38Q: 23 clusters Score -1.14882e+08 nChanged 5437
Entering ConstructFrom: 
Score: -114881992.000000 Penalty: 74180.000000
Entering ConstructFrom: 
Trying to split cluster 1 (10816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Entering Unmasked Estep 
Score: -1359581.500000 Penalty: 2303.617920
	Iteration 0F: 2 clusters Score -1359582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1351515.625000 Penalty: 4607.235840
	Iteration 0F: 3 clusters Score -1351516 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1356612.000000 Penalty: 4607.235840
	Iteration 1F: 3 clusters Score -1356612 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1359983.250000 Penalty: 4607.235840
	Iteration 2F: 3 clusters Score -1359983 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1361932.625000 Penalty: 4607.235840
	Iteration 3F: 3 clusters Score -1361933 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1362683.625000 Penalty: 4607.235840
	Iteration 4F: 3 clusters Score -1362684 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1363027.875000 Penalty: 4607.235840
	Iteration 5Q: 3 clusters Score -1363028 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1363193.125000 Penalty: 4607.235840
	Iteration 6Q: 3 clusters Score -1363193 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1363279.250000 Penalty: 4607.235840
	Iteration 7Q: 3 clusters Score -1363279 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1363337.125000 Penalty: 4607.235840
	Iteration 8Q: 3 clusters Score -1363337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1363370.500000 Penalty: 4607.235840
	Iteration 9Q: 3 clusters Score -1363370 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1363391.250000 Penalty: 4607.235840
	Iteration 10Q: 3 clusters Score -1363391 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1363404.375000 Penalty: 4607.235840
	Iteration 11Q: 3 clusters Score -1363404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1363415.875000 Penalty: 4607.235840
	Iteration 12Q: 3 clusters Score -1363416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1363417.500000 Penalty: 4607.235840
	Iteration 13Q: 3 clusters Score -1363418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1363422.875000 Penalty: 4607.235840
	Iteration 14Q: 3 clusters Score -1363423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1363429.000000 Penalty: 4607.235840
	Iteration 15Q: 3 clusters Score -1363429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1363431.875000 Penalty: 4607.235840
	Iteration 16Q: 3 clusters Score -1363432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1363438.500000 Penalty: 4607.235840
	Iteration 17Q: 3 clusters Score -1363438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1363441.250000 Penalty: 4607.235840
	Iteration 18Q: 3 clusters Score -1363441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1363442.000000 Penalty: 4607.235840
	Iteration 19Q: 3 clusters Score -1363442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1363446.500000 Penalty: 4607.235840
	Iteration 20F: 3 clusters Score -1363446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1363448.875000 Penalty: 4607.235840
	Iteration 21Q: 3 clusters Score -1363449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1363455.875000 Penalty: 4607.235840
	Iteration 22Q: 3 clusters Score -1363456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1363459.125000 Penalty: 4607.235840
	Iteration 23Q: 3 clusters Score -1363459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1363459.500000 Penalty: 4607.235840
	Iteration 24Q: 3 clusters Score -1363460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1363463.375000 Penalty: 4607.235840
	Iteration 25Q: 3 clusters Score -1363463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1363465.125000 Penalty: 4607.235840
	Iteration 26Q: 3 clusters Score -1363465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1363466.625000 Penalty: 4607.235840
	Iteration 27Q: 3 clusters Score -1363467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1363469.000000 Penalty: 4607.235840
	Iteration 28Q: 3 clusters Score -1363469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1363477.750000 Penalty: 4607.235840
	Iteration 29Q: 3 clusters Score -1363478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1363480.250000 Penalty: 4607.235840
	Iteration 30Q: 3 clusters Score -1363480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1363482.875000 Penalty: 4607.235840
	Iteration 31Q: 3 clusters Score -1363483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1363481.750000 Penalty: 4607.235840
	Iteration 32Q: 3 clusters Score -1363482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1363486.875000 Penalty: 4607.235840
	Iteration 33Q: 3 clusters Score -1363487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1363490.625000 Penalty: 4607.235840
	Iteration 34Q: 3 clusters Score -1363491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1363488.750000 Penalty: 4607.235840
	Iteration 35Q: 3 clusters Score -1363489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1363493.375000 Penalty: 4607.235840
	Iteration 36Q: 3 clusters Score -1363493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1363492.375000 Penalty: 4607.235840
	Iteration 37Q: 3 clusters Score -1363492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1363490.625000 Penalty: 4607.235840
	Iteration 38Q: 3 clusters Score -1363491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1363493.500000 Penalty: 4607.235840
	Iteration 39Q: 3 clusters Score -1363494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1363496.250000 Penalty: 4607.235840
	Iteration 40F: 3 clusters Score -1363496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1363494.625000 Penalty: 4607.235840
	Iteration 41Q: 3 clusters Score -1363495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1363494.375000 Penalty: 4607.235840
	Iteration 42Q: 3 clusters Score -1363494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1363497.125000 Penalty: 4607.235840
	Iteration 43Q: 3 clusters Score -1363497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1363497.750000 Penalty: 4607.235840
	Iteration 44Q: 3 clusters Score -1363498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1363498.500000 Penalty: 4607.235840
	Iteration 45Q: 3 clusters Score -1363498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1363498.500000 Penalty: 4607.235840
	Iteration 46F: 3 clusters Score -1363498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 82265 members 
Mstep: Class 4 contains 97035 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 60631 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Entering Unmasked Estep 
Score: -114885392.000000 Penalty: 77551.820312
Splitting cluster 1 changes total score from -114881992.000000 to -114885392.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (14915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Entering Unmasked Estep 
Score: -2194164.500000 Penalty: 2383.310547
	Iteration 0F: 2 clusters Score -2194164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2183383.000000 Penalty: 4766.621094
	Iteration 0F: 3 clusters Score -2183383 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2186875.250000 Penalty: 4766.621094
	Iteration 1F: 3 clusters Score -2186875 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2187571.500000 Penalty: 4766.621094
	Iteration 2F: 3 clusters Score -2187572 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2188493.000000 Penalty: 4766.621094
	Iteration 3F: 3 clusters Score -2188493 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2189577.250000 Penalty: 4766.621094
	Iteration 4F: 3 clusters Score -2189577 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2190618.250000 Penalty: 4766.621094
	Iteration 5F: 3 clusters Score -2190618 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2191332.250000 Penalty: 4766.621094
	Iteration 6F: 3 clusters Score -2191332 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2191722.750000 Penalty: 4766.621094
	Iteration 7F: 3 clusters Score -2191723 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2191917.250000 Penalty: 4766.621094
	Iteration 8Q: 3 clusters Score -2191917 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2192009.500000 Penalty: 4766.621094
	Iteration 9Q: 3 clusters Score -2192010 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2192060.750000 Penalty: 4766.621094
	Iteration 10Q: 3 clusters Score -2192061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2192092.250000 Penalty: 4766.621094
	Iteration 11Q: 3 clusters Score -2192092 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2192129.750000 Penalty: 4766.621094
	Iteration 12Q: 3 clusters Score -2192130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2192154.250000 Penalty: 4766.621094
	Iteration 13Q: 3 clusters Score -2192154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2192160.750000 Penalty: 4766.621094
	Iteration 14Q: 3 clusters Score -2192161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2192176.250000 Penalty: 4766.621094
	Iteration 15Q: 3 clusters Score -2192176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2192199.250000 Penalty: 4766.621094
	Iteration 16Q: 3 clusters Score -2192199 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2192209.250000 Penalty: 4766.621094
	Iteration 17Q: 3 clusters Score -2192209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2192220.500000 Penalty: 4766.621094
	Iteration 18Q: 3 clusters Score -2192220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2192229.500000 Penalty: 4766.621094
	Iteration 19Q: 3 clusters Score -2192230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2192248.250000 Penalty: 4766.621094
	Iteration 20F: 3 clusters Score -2192248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2192258.000000 Penalty: 4766.621094
	Iteration 21Q: 3 clusters Score -2192258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2192263.750000 Penalty: 4766.621094
	Iteration 22Q: 3 clusters Score -2192264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2192275.750000 Penalty: 4766.621094
	Iteration 23Q: 3 clusters Score -2192276 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2192289.500000 Penalty: 4766.621094
	Iteration 24Q: 3 clusters Score -2192290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2192313.500000 Penalty: 4766.621094
	Iteration 25Q: 3 clusters Score -2192314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2192325.750000 Penalty: 4766.621094
	Iteration 26Q: 3 clusters Score -2192326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2192342.500000 Penalty: 4766.621094
	Iteration 27Q: 3 clusters Score -2192342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2192362.500000 Penalty: 4766.621094
	Iteration 28Q: 3 clusters Score -2192362 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2192383.750000 Penalty: 4766.621094
	Iteration 29Q: 3 clusters Score -2192384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2192404.250000 Penalty: 4766.621094
	Iteration 30Q: 3 clusters Score -2192404 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2192436.000000 Penalty: 4766.621094
	Iteration 31Q: 3 clusters Score -2192436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2192457.000000 Penalty: 4766.621094
	Iteration 32Q: 3 clusters Score -2192457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2192484.250000 Penalty: 4766.621094
	Iteration 33Q: 3 clusters Score -2192484 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2192516.000000 Penalty: 4766.621094
	Iteration 34Q: 3 clusters Score -2192516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2192530.500000 Penalty: 4766.621094
	Iteration 35Q: 3 clusters Score -2192530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2192556.500000 Penalty: 4766.621094
	Iteration 36Q: 3 clusters Score -2192556 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2192591.500000 Penalty: 4766.621094
	Iteration 37Q: 3 clusters Score -2192592 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2192609.250000 Penalty: 4766.621094
	Iteration 38Q: 3 clusters Score -2192609 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2192638.250000 Penalty: 4766.621094
	Iteration 39Q: 3 clusters Score -2192638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2192668.750000 Penalty: 4766.621094
	Iteration 40F: 3 clusters Score -2192669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2192697.250000 Penalty: 4766.621094
	Iteration 41Q: 3 clusters Score -2192697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2192718.000000 Penalty: 4766.621094
	Iteration 42Q: 3 clusters Score -2192718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2192739.000000 Penalty: 4766.621094
	Iteration 43Q: 3 clusters Score -2192739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2192753.500000 Penalty: 4766.621094
	Iteration 44Q: 3 clusters Score -2192754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2192763.750000 Penalty: 4766.621094
	Iteration 45Q: 3 clusters Score -2192764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2192784.250000 Penalty: 4766.621094
	Iteration 46Q: 3 clusters Score -2192784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2192809.250000 Penalty: 4766.621094
	Iteration 47Q: 3 clusters Score -2192809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2192817.250000 Penalty: 4766.621094
	Iteration 48Q: 3 clusters Score -2192817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2192827.000000 Penalty: 4766.621094
	Iteration 49Q: 3 clusters Score -2192827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2192854.500000 Penalty: 4766.621094
	Iteration 50Q: 3 clusters Score -2192854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2192868.000000 Penalty: 4766.621094
	Iteration 51Q: 3 clusters Score -2192868 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2192891.000000 Penalty: 4766.621094
	Iteration 52Q: 3 clusters Score -2192891 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2192909.000000 Penalty: 4766.621094
	Iteration 53Q: 3 clusters Score -2192909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2192910.500000 Penalty: 4766.621094
	Iteration 54Q: 3 clusters Score -2192910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2192913.750000 Penalty: 4766.621094
	Iteration 55Q: 3 clusters Score -2192914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2192917.750000 Penalty: 4766.621094
	Iteration 56Q: 3 clusters Score -2192918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2192923.000000 Penalty: 4766.621094
	Iteration 57Q: 3 clusters Score -2192923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2192920.000000 Penalty: 4766.621094
	Iteration 58Q: 3 clusters Score -2192920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2192922.000000 Penalty: 4766.621094
	Iteration 59Q: 3 clusters Score -2192922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2192922.000000 Penalty: 4766.621094
	Iteration 60F: 3 clusters Score -2192922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2192927.250000 Penalty: 4766.621094
	Iteration 61Q: 3 clusters Score -2192927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -2192931.000000 Penalty: 4766.621094
	Iteration 62Q: 3 clusters Score -2192931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2192926.250000 Penalty: 4766.621094
	Iteration 63Q: 3 clusters Score -2192926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2192928.250000 Penalty: 4766.621094
	Iteration 64Q: 3 clusters Score -2192928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2192931.500000 Penalty: 4766.621094
	Iteration 65Q: 3 clusters Score -2192932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2192928.000000 Penalty: 4766.621094
	Iteration 66Q: 3 clusters Score -2192928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2192932.750000 Penalty: 4766.621094
	Iteration 67Q: 3 clusters Score -2192933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2192930.000000 Penalty: 4766.621094
	Iteration 68Q: 3 clusters Score -2192930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2192932.750000 Penalty: 4766.621094
	Iteration 69Q: 3 clusters Score -2192933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2192936.250000 Penalty: 4766.621094
	Iteration 70Q: 3 clusters Score -2192936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2192939.250000 Penalty: 4766.621094
	Iteration 71Q: 3 clusters Score -2192939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2192943.000000 Penalty: 4766.621094
	Iteration 72Q: 3 clusters Score -2192943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2192943.000000 Penalty: 4766.621094
	Iteration 73Q: 3 clusters Score -2192943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2192945.750000 Penalty: 4766.621094
	Iteration 74Q: 3 clusters Score -2192946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2192944.250000 Penalty: 4766.621094
	Iteration 75Q: 3 clusters Score -2192944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2192946.750000 Penalty: 4766.621094
	Iteration 76Q: 3 clusters Score -2192947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2192942.000000 Penalty: 4766.621094
	Iteration 77Q: 3 clusters Score -2192942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2192943.750000 Penalty: 4766.621094
	Iteration 78Q: 3 clusters Score -2192944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2192952.000000 Penalty: 4766.621094
	Iteration 79Q: 3 clusters Score -2192952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2192952.000000 Penalty: 4766.621094
	Iteration 80F: 3 clusters Score -2192952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Entering Unmasked Estep 
Score: -12207550.000000 Penalty: 2806.790039
	Iteration 0F: 2 clusters Score -1.220755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -12152327.000000 Penalty: 5613.580078
	Iteration 0F: 3 clusters Score -1.215233e+07 nChanged 38677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -12174723.000000 Penalty: 5613.580078
	Iteration 1F: 3 clusters Score -1.217472e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -12176054.000000 Penalty: 5613.580078
	Iteration 2Q: 3 clusters Score -1.217605e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -12177783.000000 Penalty: 5613.580078
	Iteration 3Q: 3 clusters Score -1.217778e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -12180032.000000 Penalty: 5613.580078
	Iteration 4F: 3 clusters Score -1.218003e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -12182769.000000 Penalty: 5613.580078
	Iteration 5F: 3 clusters Score -1.218277e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -12186561.000000 Penalty: 5613.580078
	Iteration 6F: 3 clusters Score -1.218656e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -12191265.000000 Penalty: 5613.580078
	Iteration 7F: 3 clusters Score -1.219126e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -12196361.000000 Penalty: 5613.580078
	Iteration 8F: 3 clusters Score -1.219636e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 71149 members 
Entering Unmasked Estep 
Score: -12201074.000000 Penalty: 5613.580078
	Iteration 9F: 3 clusters Score -1.220107e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -12205201.000000 Penalty: 5613.580078
	Iteration 10Q: 3 clusters Score -1.22052e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -12208724.000000 Penalty: 5613.580078
	Iteration 11Q: 3 clusters Score -1.220872e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -12210649.000000 Penalty: 5613.580078
	Iteration 12Q: 3 clusters Score -1.221065e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -12211531.000000 Penalty: 5613.580078
	Iteration 13Q: 3 clusters Score -1.221153e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 76807 members 
Entering Unmasked Estep 
Score: -12212062.000000 Penalty: 5613.580078
	Iteration 14Q: 3 clusters Score -1.221206e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 76684 members 
Entering Unmasked Estep 
Score: -12212517.000000 Penalty: 5613.580078
	Iteration 15Q: 3 clusters Score -1.221252e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -12212767.000000 Penalty: 5613.580078
	Iteration 16Q: 3 clusters Score -1.221277e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -12212960.000000 Penalty: 5613.580078
	Iteration 17Q: 3 clusters Score -1.221296e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -12212964.000000 Penalty: 5613.580078
	Iteration 18Q: 3 clusters Score -1.221296e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -12213004.000000 Penalty: 5613.580078
	Iteration 19Q: 3 clusters Score -1.2213e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -12213006.000000 Penalty: 5613.580078
	Iteration 20F: 3 clusters Score -1.221301e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -12213004.000000 Penalty: 5613.580078
	Iteration 21Q: 3 clusters Score -1.2213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -12213010.000000 Penalty: 5613.580078
	Iteration 22Q: 3 clusters Score -1.221301e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -12213024.000000 Penalty: 5613.580078
	Iteration 23Q: 3 clusters Score -1.221302e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -12213029.000000 Penalty: 5613.580078
	Iteration 24Q: 3 clusters Score -1.221303e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -12213017.000000 Penalty: 5613.580078
	Iteration 25Q: 3 clusters Score -1.221302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -12213019.000000 Penalty: 5613.580078
	Iteration 26Q: 3 clusters Score -1.221302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -12213006.000000 Penalty: 5613.580078
	Iteration 27Q: 3 clusters Score -1.221301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -12213012.000000 Penalty: 5613.580078
	Iteration 28Q: 3 clusters Score -1.221301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -12213019.000000 Penalty: 5613.580078
	Iteration 29Q: 3 clusters Score -1.221302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -12213010.000000 Penalty: 5613.580078
	Iteration 30Q: 3 clusters Score -1.221301e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -12213004.000000 Penalty: 5613.580078
	Iteration 31Q: 3 clusters Score -1.2213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -12213002.000000 Penalty: 5613.580078
	Iteration 32Q: 3 clusters Score -1.2213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -12213012.000000 Penalty: 5613.580078
	Iteration 33Q: 3 clusters Score -1.221301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -12213018.000000 Penalty: 5613.580078
	Iteration 34Q: 3 clusters Score -1.221302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -12213025.000000 Penalty: 5613.580078
	Iteration 35Q: 3 clusters Score -1.221302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 75727 members 
Entering Unmasked Estep 
Score: -12213014.000000 Penalty: 5613.580078
	Iteration 36Q: 3 clusters Score -1.221301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -12213022.000000 Penalty: 5613.580078
	Iteration 37Q: 3 clusters Score -1.221302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -12213022.000000 Penalty: 5613.580078
	Iteration 38F: 3 clusters Score -1.221302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 97035 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 60631 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Entering Unmasked Estep 
Score: -114890184.000000 Penalty: 80923.640625
Splitting cluster 3 changes total score from -114881992.000000 to -114890184.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (97035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97035 members 
Entering Unmasked Estep 
Score: -14448883.000000 Penalty: 2847.741211
	Iteration 0F: 2 clusters Score -1.444888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -14384043.000000 Penalty: 5695.482422
	Iteration 0F: 3 clusters Score -1.438404e+07 nChanged 45856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -14410454.000000 Penalty: 5695.482422
	Iteration 1F: 3 clusters Score -1.441045e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -14411948.000000 Penalty: 5695.482422
	Iteration 2Q: 3 clusters Score -1.441195e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -14414657.000000 Penalty: 5695.482422
	Iteration 3Q: 3 clusters Score -1.441466e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -14419282.000000 Penalty: 5695.482422
	Iteration 4F: 3 clusters Score -1.441928e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -14425763.000000 Penalty: 5695.482422
	Iteration 5F: 3 clusters Score -1.442576e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -14434016.000000 Penalty: 5695.482422
	Iteration 6F: 3 clusters Score -1.443402e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -14444862.000000 Penalty: 5695.482422
	Iteration 7F: 3 clusters Score -1.444486e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -14457975.000000 Penalty: 5695.482422
	Iteration 8F: 3 clusters Score -1.445798e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -14466254.000000 Penalty: 5695.482422
	Iteration 9F: 3 clusters Score -1.446625e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -14469931.000000 Penalty: 5695.482422
	Iteration 10Q: 3 clusters Score -1.446993e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -14471506.000000 Penalty: 5695.482422
	Iteration 11Q: 3 clusters Score -1.447151e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -14472239.000000 Penalty: 5695.482422
	Iteration 12Q: 3 clusters Score -1.447224e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -14472648.000000 Penalty: 5695.482422
	Iteration 13Q: 3 clusters Score -1.447265e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -14472909.000000 Penalty: 5695.482422
	Iteration 14Q: 3 clusters Score -1.447291e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -14473126.000000 Penalty: 5695.482422
	Iteration 15Q: 3 clusters Score -1.447313e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -14473242.000000 Penalty: 5695.482422
	Iteration 16Q: 3 clusters Score -1.447324e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -14473348.000000 Penalty: 5695.482422
	Iteration 17Q: 3 clusters Score -1.447335e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -14473416.000000 Penalty: 5695.482422
	Iteration 18Q: 3 clusters Score -1.447342e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -14473470.000000 Penalty: 5695.482422
	Iteration 19Q: 3 clusters Score -1.447347e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -14473506.000000 Penalty: 5695.482422
	Iteration 20F: 3 clusters Score -1.447351e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -14473557.000000 Penalty: 5695.482422
	Iteration 21Q: 3 clusters Score -1.447356e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -14473631.000000 Penalty: 5695.482422
	Iteration 22Q: 3 clusters Score -1.447363e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -14473701.000000 Penalty: 5695.482422
	Iteration 23Q: 3 clusters Score -1.44737e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -14473718.000000 Penalty: 5695.482422
	Iteration 24Q: 3 clusters Score -1.447372e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -14473720.000000 Penalty: 5695.482422
	Iteration 25Q: 3 clusters Score -1.447372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -14473745.000000 Penalty: 5695.482422
	Iteration 26Q: 3 clusters Score -1.447374e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -14473747.000000 Penalty: 5695.482422
	Iteration 27Q: 3 clusters Score -1.447375e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -14473748.000000 Penalty: 5695.482422
	Iteration 28Q: 3 clusters Score -1.447375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -14473780.000000 Penalty: 5695.482422
	Iteration 29Q: 3 clusters Score -1.447378e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -14473774.000000 Penalty: 5695.482422
	Iteration 30Q: 3 clusters Score -1.447377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -14473795.000000 Penalty: 5695.482422
	Iteration 31Q: 3 clusters Score -1.44738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -14473793.000000 Penalty: 5695.482422
	Iteration 32Q: 3 clusters Score -1.447379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -14473810.000000 Penalty: 5695.482422
	Iteration 33Q: 3 clusters Score -1.447381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 47726 members 
Entering Unmasked Estep 
Score: -14473813.000000 Penalty: 5695.482422
	Iteration 34Q: 3 clusters Score -1.447381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -14473788.000000 Penalty: 5695.482422
	Iteration 35Q: 3 clusters Score -1.447379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -14473794.000000 Penalty: 5695.482422
	Iteration 36Q: 3 clusters Score -1.447379e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -14473796.000000 Penalty: 5695.482422
	Iteration 37Q: 3 clusters Score -1.44738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -14473804.000000 Penalty: 5695.482422
	Iteration 38Q: 3 clusters Score -1.44738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -14473790.000000 Penalty: 5695.482422
	Iteration 39Q: 3 clusters Score -1.447379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -14473795.000000 Penalty: 5695.482422
	Iteration 40F: 3 clusters Score -1.44738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -14473789.000000 Penalty: 5695.482422
	Iteration 41Q: 3 clusters Score -1.447379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -14473793.000000 Penalty: 5695.482422
	Iteration 42Q: 3 clusters Score -1.447379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -14473790.000000 Penalty: 5695.482422
	Iteration 43Q: 3 clusters Score -1.447379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -14473791.000000 Penalty: 5695.482422
	Iteration 44Q: 3 clusters Score -1.447379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -14473797.000000 Penalty: 5695.482422
	Iteration 45Q: 3 clusters Score -1.44738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -14473801.000000 Penalty: 5695.482422
	Iteration 46Q: 3 clusters Score -1.44738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -14473800.000000 Penalty: 5695.482422
	Iteration 47Q: 3 clusters Score -1.44738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -14473802.000000 Penalty: 5695.482422
	Iteration 48Q: 3 clusters Score -1.44738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -14473802.000000 Penalty: 5695.482422
	Iteration 49Q: 3 clusters Score -1.44738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -14473800.000000 Penalty: 5695.482422
	Iteration 50Q: 3 clusters Score -1.44738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -14473800.000000 Penalty: 5695.482422
	Iteration 51F: 3 clusters Score -1.44738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 5187 members 
Mstep: Class 6 contains 60631 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Entering Unmasked Estep 
Score: -114913296.000000 Penalty: 84295.460938
Splitting cluster 4 changes total score from -114881992.000000 to -114913296.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -691372.250000 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -691372.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -686953.062500 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -686953.1 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -689487.125000 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -689487.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -691066.062500 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -691066.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -692577.375000 Penalty: 4242.739746
	Iteration 3F: 3 clusters Score -692577.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -693297.562500 Penalty: 4242.739746
	Iteration 4F: 3 clusters Score -693297.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -693592.187500 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -693592.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -693693.125000 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -693693.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -693739.562500 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -693739.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -693755.812500 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -693755.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -693780.937500 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -693780.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -693799.937500 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -693799.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -693815.437500 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -693815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -693819.000000 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -693819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -693823.937500 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -693823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -693825.750000 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -693825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -693828.187500 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -693828.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -693829.125000 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -693829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -693832.000000 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -693832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -693831.625000 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -693831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -693837.625000 Penalty: 4242.739746
	Iteration 19F: 3 clusters Score -693837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -693850.062500 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -693850.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -693860.000000 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -693860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -693876.312500 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -693876.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -693901.062500 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -693901.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -693918.937500 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -693918.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -693932.250000 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -693932.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -693938.687500 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -693938.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -693944.875000 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -693944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -693945.000000 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -693945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -693945.000000 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -693945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -693944.250000 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -693944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -693947.187500 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -693947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -693949.312500 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -693949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -693958.000000 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -693958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -693962.062500 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -693962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -693970.000000 Penalty: 4242.739746
	Iteration 35Q: 3 clusters Score -693970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -693975.062500 Penalty: 4242.739746
	Iteration 36Q: 3 clusters Score -693975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -693983.875000 Penalty: 4242.739746
	Iteration 37Q: 3 clusters Score -693983.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -693992.437500 Penalty: 4242.739746
	Iteration 38Q: 3 clusters Score -693992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -693999.187500 Penalty: 4242.739746
	Iteration 39Q: 3 clusters Score -693999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -694049.312500 Penalty: 4242.739746
	Iteration 40F: 3 clusters Score -694049.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -694168.000000 Penalty: 4242.739746
	Iteration 41Q: 3 clusters Score -694168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -694225.500000 Penalty: 4242.739746
	Iteration 42Q: 3 clusters Score -694225.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -694260.500000 Penalty: 4242.739746
	Iteration 43Q: 3 clusters Score -694260.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -694314.562500 Penalty: 4242.739746
	Iteration 44Q: 3 clusters Score -694314.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -694351.125000 Penalty: 4242.739746
	Iteration 45Q: 3 clusters Score -694351.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -694367.562500 Penalty: 4242.739746
	Iteration 46Q: 3 clusters Score -694367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -694372.562500 Penalty: 4242.739746
	Iteration 47Q: 3 clusters Score -694372.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694374.687500 Penalty: 4242.739746
	Iteration 48Q: 3 clusters Score -694374.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -694379.000000 Penalty: 4242.739746
	Iteration 49Q: 3 clusters Score -694379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -694379.250000 Penalty: 4242.739746
	Iteration 50Q: 3 clusters Score -694379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -694380.875000 Penalty: 4242.739746
	Iteration 51Q: 3 clusters Score -694380.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694381.687500 Penalty: 4242.739746
	Iteration 52Q: 3 clusters Score -694381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -694383.000000 Penalty: 4242.739746
	Iteration 53Q: 3 clusters Score -694383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -694384.312500 Penalty: 4242.739746
	Iteration 54Q: 3 clusters Score -694384.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -694383.937500 Penalty: 4242.739746
	Iteration 55Q: 3 clusters Score -694383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -694385.562500 Penalty: 4242.739746
	Iteration 56F: 3 clusters Score -694385.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -694393.375000 Penalty: 4242.739746
	Iteration 57Q: 3 clusters Score -694393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -694395.187500 Penalty: 4242.739746
	Iteration 58Q: 3 clusters Score -694395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -694395.250000 Penalty: 4242.739746
	Iteration 59Q: 3 clusters Score -694395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -694395.562500 Penalty: 4242.739746
	Iteration 60F: 3 clusters Score -694395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -694395.875000 Penalty: 4242.739746
	Iteration 61Q: 3 clusters Score -694395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694396.687500 Penalty: 4242.739746
	Iteration 62Q: 3 clusters Score -694396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -694396.812500 Penalty: 4242.739746
	Iteration 63Q: 3 clusters Score -694396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -694397.250000 Penalty: 4242.739746
	Iteration 64Q: 3 clusters Score -694397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -694397.250000 Penalty: 4242.739746
	Iteration 65F: 3 clusters Score -694397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 60631 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Entering Unmasked Estep 
Score: -114914624.000000 Penalty: 87667.273438
Splitting cluster 5 changes total score from -114881992.000000 to -114914624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (60631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Entering Unmasked Estep 
Score: -8390224.000000 Penalty: 2731.115234
	Iteration 0F: 2 clusters Score -8390224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -8349883.500000 Penalty: 5462.230469
	Iteration 0F: 3 clusters Score -8349884 nChanged 28015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -8366473.000000 Penalty: 5462.230469
	Iteration 1F: 3 clusters Score -8366473 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -8369361.500000 Penalty: 5462.230469
	Iteration 2F: 3 clusters Score -8369362 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8373762.500000 Penalty: 5462.230469
	Iteration 3F: 3 clusters Score -8373762 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -8379310.000000 Penalty: 5462.230469
	Iteration 4F: 3 clusters Score -8379310 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8383823.000000 Penalty: 5462.230469
	Iteration 5F: 3 clusters Score -8383823 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -8386678.500000 Penalty: 5462.230469
	Iteration 6F: 3 clusters Score -8386678 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -8388229.000000 Penalty: 5462.230469
	Iteration 7Q: 3 clusters Score -8388229 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -8389187.000000 Penalty: 5462.230469
	Iteration 8Q: 3 clusters Score -8389187 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -8389760.000000 Penalty: 5462.230469
	Iteration 9Q: 3 clusters Score -8389760 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -8390210.000000 Penalty: 5462.230469
	Iteration 10Q: 3 clusters Score -8390210 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -8390519.000000 Penalty: 5462.230469
	Iteration 11Q: 3 clusters Score -8390519 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8390828.000000 Penalty: 5462.230469
	Iteration 12Q: 3 clusters Score -8390828 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8391098.000000 Penalty: 5462.230469
	Iteration 13Q: 3 clusters Score -8391098 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8391266.000000 Penalty: 5462.230469
	Iteration 14Q: 3 clusters Score -8391266 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -8391408.000000 Penalty: 5462.230469
	Iteration 15Q: 3 clusters Score -8391408 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8391527.000000 Penalty: 5462.230469
	Iteration 16Q: 3 clusters Score -8391527 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -8391631.000000 Penalty: 5462.230469
	Iteration 17Q: 3 clusters Score -8391631 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -8391748.000000 Penalty: 5462.230469
	Iteration 18Q: 3 clusters Score -8391748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -8391840.000000 Penalty: 5462.230469
	Iteration 19Q: 3 clusters Score -8391840 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -8391913.000000 Penalty: 5462.230469
	Iteration 20F: 3 clusters Score -8391913 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -8391935.000000 Penalty: 5462.230469
	Iteration 21Q: 3 clusters Score -8391935 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -8392001.000000 Penalty: 5462.230469
	Iteration 22Q: 3 clusters Score -8392001 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -8392076.000000 Penalty: 5462.230469
	Iteration 23Q: 3 clusters Score -8392076 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -8392119.000000 Penalty: 5462.230469
	Iteration 24Q: 3 clusters Score -8392119 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -8392155.000000 Penalty: 5462.230469
	Iteration 25Q: 3 clusters Score -8392155 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -8392173.000000 Penalty: 5462.230469
	Iteration 26Q: 3 clusters Score -8392173 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -8392181.000000 Penalty: 5462.230469
	Iteration 27Q: 3 clusters Score -8392181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -8392186.000000 Penalty: 5462.230469
	Iteration 28Q: 3 clusters Score -8392186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -8392218.000000 Penalty: 5462.230469
	Iteration 29Q: 3 clusters Score -8392218 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -8392240.000000 Penalty: 5462.230469
	Iteration 30Q: 3 clusters Score -8392240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -8392274.000000 Penalty: 5462.230469
	Iteration 31Q: 3 clusters Score -8392274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -8392283.000000 Penalty: 5462.230469
	Iteration 32Q: 3 clusters Score -8392283 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -8392297.000000 Penalty: 5462.230469
	Iteration 33Q: 3 clusters Score -8392297 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -8392354.000000 Penalty: 5462.230469
	Iteration 34Q: 3 clusters Score -8392354 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -8392331.000000 Penalty: 5462.230469
	Iteration 35Q: 3 clusters Score -8392331 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -8392374.000000 Penalty: 5462.230469
	Iteration 36Q: 3 clusters Score -8392374 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -8392408.000000 Penalty: 5462.230469
	Iteration 37Q: 3 clusters Score -8392408 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -8392457.000000 Penalty: 5462.230469
	Iteration 38Q: 3 clusters Score -8392457 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -8392482.000000 Penalty: 5462.230469
	Iteration 39Q: 3 clusters Score -8392482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -8392529.000000 Penalty: 5462.230469
	Iteration 40F: 3 clusters Score -8392529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -8392553.000000 Penalty: 5462.230469
	Iteration 41Q: 3 clusters Score -8392553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -8392562.000000 Penalty: 5462.230469
	Iteration 42Q: 3 clusters Score -8392562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -8392584.000000 Penalty: 5462.230469
	Iteration 43Q: 3 clusters Score -8392584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -8392586.000000 Penalty: 5462.230469
	Iteration 44Q: 3 clusters Score -8392586 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -8392598.000000 Penalty: 5462.230469
	Iteration 45Q: 3 clusters Score -8392598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -8392588.000000 Penalty: 5462.230469
	Iteration 46Q: 3 clusters Score -8392588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -8392596.000000 Penalty: 5462.230469
	Iteration 47Q: 3 clusters Score -8392596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -8392580.000000 Penalty: 5462.230469
	Iteration 48Q: 3 clusters Score -8392580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -8392569.000000 Penalty: 5462.230469
	Iteration 49Q: 3 clusters Score -8392569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -8392588.000000 Penalty: 5462.230469
	Iteration 50Q: 3 clusters Score -8392588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -8392582.000000 Penalty: 5462.230469
	Iteration 51Q: 3 clusters Score -8392582 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -8392608.000000 Penalty: 5462.230469
	Iteration 52Q: 3 clusters Score -8392608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -8392625.000000 Penalty: 5462.230469
	Iteration 53Q: 3 clusters Score -8392625 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 52554 members 
Entering Unmasked Estep 
Score: -8392644.000000 Penalty: 5462.230469
	Iteration 54Q: 3 clusters Score -8392644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -8392655.000000 Penalty: 5462.230469
	Iteration 55Q: 3 clusters Score -8392655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -8392670.000000 Penalty: 5462.230469
	Iteration 56Q: 3 clusters Score -8392670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -8392673.000000 Penalty: 5462.230469
	Iteration 57Q: 3 clusters Score -8392673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -8392677.000000 Penalty: 5462.230469
	Iteration 58Q: 3 clusters Score -8392677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -8392685.000000 Penalty: 5462.230469
	Iteration 59Q: 3 clusters Score -8392685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -8392670.000000 Penalty: 5462.230469
	Iteration 60F: 3 clusters Score -8392670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -8392678.000000 Penalty: 5462.230469
	Iteration 61Q: 3 clusters Score -8392678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -8392681.000000 Penalty: 5462.230469
	Iteration 62Q: 3 clusters Score -8392681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -8392691.000000 Penalty: 5462.230469
	Iteration 63Q: 3 clusters Score -8392691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -8392688.000000 Penalty: 5462.230469
	Iteration 64Q: 3 clusters Score -8392688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -8392684.000000 Penalty: 5462.230469
	Iteration 65Q: 3 clusters Score -8392684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -8392694.000000 Penalty: 5462.230469
	Iteration 66Q: 3 clusters Score -8392694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -8392700.000000 Penalty: 5462.230469
	Iteration 67Q: 3 clusters Score -8392700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -8392698.000000 Penalty: 5462.230469
	Iteration 68Q: 3 clusters Score -8392698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -8392685.000000 Penalty: 5462.230469
	Iteration 69Q: 3 clusters Score -8392685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -8392679.000000 Penalty: 5462.230469
	Iteration 70Q: 3 clusters Score -8392679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8392685.000000 Penalty: 5462.230469
	Iteration 71Q: 3 clusters Score -8392685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -8392687.000000 Penalty: 5462.230469
	Iteration 72Q: 3 clusters Score -8392687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -8392679.000000 Penalty: 5462.230469
	Iteration 73Q: 3 clusters Score -8392679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -8392675.000000 Penalty: 5462.230469
	Iteration 74Q: 3 clusters Score -8392675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -8392675.000000 Penalty: 5462.230469
	Iteration 75F: 3 clusters Score -8392675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Entering Unmasked Estep 
Score: -114916304.000000 Penalty: 91039.093750
Splitting cluster 6 changes total score from -114881992.000000 to -114916304.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -96641.890625 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -96641.89 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 481 members 
Entering Unmasked Estep 
Score: -95149.210938 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -95149.21 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96246.804688 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -96246.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97374.117188 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -97374.12 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -99148.593750 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -99148.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -99870.054688 Penalty: 3391.848877
	Iteration 4F: 3 clusters Score -99870.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100051.515625 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -100051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100095.148438 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -100095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100113.375000 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -100113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -100115.054688 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -100115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -100115.585938 Penalty: 3391.848877
	Iteration 9F: 3 clusters Score -100115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100122.406250 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -100122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -100122.406250 Penalty: 3391.848877
	Iteration 11F: 3 clusters Score -100122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Entering Unmasked Estep 
Score: -114918032.000000 Penalty: 94410.914062
Splitting cluster 7 changes total score from -114881992.000000 to -114918032.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -316875.718750 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -316875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -314469.656250 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -314469.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -317602.875000 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -317602.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -319004.875000 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -319004.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -319252.187500 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -319252.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -319307.718750 Penalty: 3818.222412
	Iteration 4Q: 3 clusters Score -319307.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -319332.125000 Penalty: 3818.222412
	Iteration 5Q: 3 clusters Score -319332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -319345.656250 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -319345.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -319348.437500 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -319348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -319348.437500 Penalty: 3818.222412
	Iteration 8F: 3 clusters Score -319348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 33791 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Entering Unmasked Estep 
Score: -114918824.000000 Penalty: 97782.734375
Splitting cluster 8 changes total score from -114881992.000000 to -114918824.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (33791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Entering Unmasked Estep 
Score: -4634949.500000 Penalty: 2586.131592
	Iteration 0F: 2 clusters Score -4634950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -4611851.000000 Penalty: 5172.263184
	Iteration 0F: 3 clusters Score -4611851 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4621658.000000 Penalty: 5172.263184
	Iteration 1F: 3 clusters Score -4621658 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4623608.500000 Penalty: 5172.263184
	Iteration 2F: 3 clusters Score -4623608 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4625727.500000 Penalty: 5172.263184
	Iteration 3F: 3 clusters Score -4625728 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4627686.500000 Penalty: 5172.263184
	Iteration 4F: 3 clusters Score -4627686 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4629390.000000 Penalty: 5172.263184
	Iteration 5F: 3 clusters Score -4629390 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -4630687.500000 Penalty: 5172.263184
	Iteration 6F: 3 clusters Score -4630688 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -4631636.000000 Penalty: 5172.263184
	Iteration 7Q: 3 clusters Score -4631636 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4632222.500000 Penalty: 5172.263184
	Iteration 8Q: 3 clusters Score -4632222 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4632617.000000 Penalty: 5172.263184
	Iteration 9Q: 3 clusters Score -4632617 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4632904.000000 Penalty: 5172.263184
	Iteration 10Q: 3 clusters Score -4632904 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4633117.500000 Penalty: 5172.263184
	Iteration 11Q: 3 clusters Score -4633118 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4633285.000000 Penalty: 5172.263184
	Iteration 12Q: 3 clusters Score -4633285 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4633404.500000 Penalty: 5172.263184
	Iteration 13Q: 3 clusters Score -4633404 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4633469.500000 Penalty: 5172.263184
	Iteration 14Q: 3 clusters Score -4633470 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4633543.000000 Penalty: 5172.263184
	Iteration 15Q: 3 clusters Score -4633543 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4633574.000000 Penalty: 5172.263184
	Iteration 16Q: 3 clusters Score -4633574 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4633623.500000 Penalty: 5172.263184
	Iteration 17Q: 3 clusters Score -4633624 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -4633642.500000 Penalty: 5172.263184
	Iteration 18Q: 3 clusters Score -4633642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4633665.000000 Penalty: 5172.263184
	Iteration 19Q: 3 clusters Score -4633665 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4633672.500000 Penalty: 5172.263184
	Iteration 20F: 3 clusters Score -4633672 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -4633702.000000 Penalty: 5172.263184
	Iteration 21Q: 3 clusters Score -4633702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4633727.500000 Penalty: 5172.263184
	Iteration 22Q: 3 clusters Score -4633728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4633748.000000 Penalty: 5172.263184
	Iteration 23Q: 3 clusters Score -4633748 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4633772.000000 Penalty: 5172.263184
	Iteration 24Q: 3 clusters Score -4633772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -4633789.500000 Penalty: 5172.263184
	Iteration 25Q: 3 clusters Score -4633790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4633812.500000 Penalty: 5172.263184
	Iteration 26Q: 3 clusters Score -4633812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -4633833.000000 Penalty: 5172.263184
	Iteration 27Q: 3 clusters Score -4633833 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -4633877.500000 Penalty: 5172.263184
	Iteration 28Q: 3 clusters Score -4633878 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4633894.000000 Penalty: 5172.263184
	Iteration 29Q: 3 clusters Score -4633894 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4633918.000000 Penalty: 5172.263184
	Iteration 30Q: 3 clusters Score -4633918 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4633943.000000 Penalty: 5172.263184
	Iteration 31Q: 3 clusters Score -4633943 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4633953.000000 Penalty: 5172.263184
	Iteration 32Q: 3 clusters Score -4633953 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4633969.000000 Penalty: 5172.263184
	Iteration 33Q: 3 clusters Score -4633969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -4633980.500000 Penalty: 5172.263184
	Iteration 34Q: 3 clusters Score -4633980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4633995.000000 Penalty: 5172.263184
	Iteration 35Q: 3 clusters Score -4633995 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4634002.500000 Penalty: 5172.263184
	Iteration 36Q: 3 clusters Score -4634002 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4634020.000000 Penalty: 5172.263184
	Iteration 37Q: 3 clusters Score -4634020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -4634024.500000 Penalty: 5172.263184
	Iteration 38Q: 3 clusters Score -4634024 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4634061.500000 Penalty: 5172.263184
	Iteration 39Q: 3 clusters Score -4634062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4634068.000000 Penalty: 5172.263184
	Iteration 40F: 3 clusters Score -4634068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4634075.500000 Penalty: 5172.263184
	Iteration 41Q: 3 clusters Score -4634076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -4634087.000000 Penalty: 5172.263184
	Iteration 42Q: 3 clusters Score -4634087 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -4634101.000000 Penalty: 5172.263184
	Iteration 43Q: 3 clusters Score -4634101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4634104.000000 Penalty: 5172.263184
	Iteration 44Q: 3 clusters Score -4634104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4634114.500000 Penalty: 5172.263184
	Iteration 45Q: 3 clusters Score -4634114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4634131.500000 Penalty: 5172.263184
	Iteration 46Q: 3 clusters Score -4634132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4634141.000000 Penalty: 5172.263184
	Iteration 47Q: 3 clusters Score -4634141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4634140.000000 Penalty: 5172.263184
	Iteration 48Q: 3 clusters Score -4634140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -4634153.000000 Penalty: 5172.263184
	Iteration 49Q: 3 clusters Score -4634153 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -4634154.500000 Penalty: 5172.263184
	Iteration 50Q: 3 clusters Score -4634154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -4634171.500000 Penalty: 5172.263184
	Iteration 51Q: 3 clusters Score -4634172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4634175.000000 Penalty: 5172.263184
	Iteration 52Q: 3 clusters Score -4634175 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -4634169.500000 Penalty: 5172.263184
	Iteration 53Q: 3 clusters Score -4634170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4634179.500000 Penalty: 5172.263184
	Iteration 54Q: 3 clusters Score -4634180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -4634180.500000 Penalty: 5172.263184
	Iteration 55Q: 3 clusters Score -4634180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -4634188.500000 Penalty: 5172.263184
	Iteration 56Q: 3 clusters Score -4634188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4634198.000000 Penalty: 5172.263184
	Iteration 57Q: 3 clusters Score -4634198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -4634201.500000 Penalty: 5172.263184
	Iteration 58Q: 3 clusters Score -4634202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -4634208.000000 Penalty: 5172.263184
	Iteration 59Q: 3 clusters Score -4634208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4634200.500000 Penalty: 5172.263184
	Iteration 60F: 3 clusters Score -4634200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4634211.500000 Penalty: 5172.263184
	Iteration 61Q: 3 clusters Score -4634212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4634218.000000 Penalty: 5172.263184
	Iteration 62Q: 3 clusters Score -4634218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -4634220.000000 Penalty: 5172.263184
	Iteration 63Q: 3 clusters Score -4634220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4634227.500000 Penalty: 5172.263184
	Iteration 64Q: 3 clusters Score -4634228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -4634235.500000 Penalty: 5172.263184
	Iteration 65Q: 3 clusters Score -4634236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4634233.000000 Penalty: 5172.263184
	Iteration 66Q: 3 clusters Score -4634233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -4634244.000000 Penalty: 5172.263184
	Iteration 67Q: 3 clusters Score -4634244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -4634246.500000 Penalty: 5172.263184
	Iteration 68Q: 3 clusters Score -4634246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4634259.500000 Penalty: 5172.263184
	Iteration 69Q: 3 clusters Score -4634260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -4634272.500000 Penalty: 5172.263184
	Iteration 70Q: 3 clusters Score -4634272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4634281.500000 Penalty: 5172.263184
	Iteration 71Q: 3 clusters Score -4634282 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -4634288.500000 Penalty: 5172.263184
	Iteration 72Q: 3 clusters Score -4634288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4634301.500000 Penalty: 5172.263184
	Iteration 73Q: 3 clusters Score -4634302 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4634305.000000 Penalty: 5172.263184
	Iteration 74Q: 3 clusters Score -4634305 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -4634325.000000 Penalty: 5172.263184
	Iteration 75Q: 3 clusters Score -4634325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4634332.500000 Penalty: 5172.263184
	Iteration 76Q: 3 clusters Score -4634332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4634339.500000 Penalty: 5172.263184
	Iteration 77Q: 3 clusters Score -4634340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -4634348.500000 Penalty: 5172.263184
	Iteration 78Q: 3 clusters Score -4634348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4634355.500000 Penalty: 5172.263184
	Iteration 79Q: 3 clusters Score -4634356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -4634373.500000 Penalty: 5172.263184
	Iteration 80F: 3 clusters Score -4634374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4634383.500000 Penalty: 5172.263184
	Iteration 81Q: 3 clusters Score -4634384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4634387.500000 Penalty: 5172.263184
	Iteration 82Q: 3 clusters Score -4634388 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -4634408.000000 Penalty: 5172.263184
	Iteration 83Q: 3 clusters Score -4634408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -4634415.000000 Penalty: 5172.263184
	Iteration 84Q: 3 clusters Score -4634415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -4634426.000000 Penalty: 5172.263184
	Iteration 85Q: 3 clusters Score -4634426 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -4634434.500000 Penalty: 5172.263184
	Iteration 86Q: 3 clusters Score -4634434 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4634458.500000 Penalty: 5172.263184
	Iteration 87Q: 3 clusters Score -4634458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -4634463.500000 Penalty: 5172.263184
	Iteration 88Q: 3 clusters Score -4634464 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -4634498.000000 Penalty: 5172.263184
	Iteration 89Q: 3 clusters Score -4634498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4634515.000000 Penalty: 5172.263184
	Iteration 90Q: 3 clusters Score -4634515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4634531.500000 Penalty: 5172.263184
	Iteration 91Q: 3 clusters Score -4634532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4634551.500000 Penalty: 5172.263184
	Iteration 92Q: 3 clusters Score -4634552 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -4634546.000000 Penalty: 5172.263184
	Iteration 93Q: 3 clusters Score -4634546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -4634557.000000 Penalty: 5172.263184
	Iteration 94Q: 3 clusters Score -4634557 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -4634587.500000 Penalty: 5172.263184
	Iteration 95Q: 3 clusters Score -4634588 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -4634598.500000 Penalty: 5172.263184
	Iteration 96Q: 3 clusters Score -4634598 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -4634602.000000 Penalty: 5172.263184
	Iteration 97Q: 3 clusters Score -4634602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4634617.000000 Penalty: 5172.263184
	Iteration 98Q: 3 clusters Score -4634617 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4634643.000000 Penalty: 5172.263184
	Iteration 99Q: 3 clusters Score -4634643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4634653.000000 Penalty: 5172.263184
	Iteration 100F: 3 clusters Score -4634653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4634668.500000 Penalty: 5172.263184
	Iteration 101Q: 3 clusters Score -4634668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -4634673.000000 Penalty: 5172.263184
	Iteration 102Q: 3 clusters Score -4634673 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -4634703.000000 Penalty: 5172.263184
	Iteration 103Q: 3 clusters Score -4634703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4634735.500000 Penalty: 5172.263184
	Iteration 104Q: 3 clusters Score -4634736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -4634741.500000 Penalty: 5172.263184
	Iteration 105Q: 3 clusters Score -4634742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -4634747.000000 Penalty: 5172.263184
	Iteration 106Q: 3 clusters Score -4634747 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -4634740.000000 Penalty: 5172.263184
	Iteration 107Q: 3 clusters Score -4634740 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4634752.000000 Penalty: 5172.263184
	Iteration 108Q: 3 clusters Score -4634752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -4634758.000000 Penalty: 5172.263184
	Iteration 109Q: 3 clusters Score -4634758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -4634761.500000 Penalty: 5172.263184
	Iteration 110Q: 3 clusters Score -4634762 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4634775.500000 Penalty: 5172.263184
	Iteration 111Q: 3 clusters Score -4634776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4634782.500000 Penalty: 5172.263184
	Iteration 112Q: 3 clusters Score -4634782 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -4634814.000000 Penalty: 5172.263184
	Iteration 113Q: 3 clusters Score -4634814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4634836.500000 Penalty: 5172.263184
	Iteration 114Q: 3 clusters Score -4634836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -4634833.500000 Penalty: 5172.263184
	Iteration 115Q: 3 clusters Score -4634834 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4634848.000000 Penalty: 5172.263184
	Iteration 116Q: 3 clusters Score -4634848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -4634861.000000 Penalty: 5172.263184
	Iteration 117Q: 3 clusters Score -4634861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4634860.500000 Penalty: 5172.263184
	Iteration 118Q: 3 clusters Score -4634860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4634867.500000 Penalty: 5172.263184
	Iteration 119Q: 3 clusters Score -4634868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -4634868.000000 Penalty: 5172.263184
	Iteration 120F: 3 clusters Score -4634868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -4634874.000000 Penalty: 5172.263184
	Iteration 121Q: 3 clusters Score -4634874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -4634885.500000 Penalty: 5172.263184
	Iteration 122Q: 3 clusters Score -4634886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4634885.000000 Penalty: 5172.263184
	Iteration 123Q: 3 clusters Score -4634885 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4634891.500000 Penalty: 5172.263184
	Iteration 124Q: 3 clusters Score -4634892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -4634902.500000 Penalty: 5172.263184
	Iteration 125Q: 3 clusters Score -4634902 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4634906.000000 Penalty: 5172.263184
	Iteration 126Q: 3 clusters Score -4634906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4634904.000000 Penalty: 5172.263184
	Iteration 127Q: 3 clusters Score -4634904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4634901.500000 Penalty: 5172.263184
	Iteration 128Q: 3 clusters Score -4634902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4634899.500000 Penalty: 5172.263184
	Iteration 129Q: 3 clusters Score -4634900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4634913.000000 Penalty: 5172.263184
	Iteration 130Q: 3 clusters Score -4634913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4634906.500000 Penalty: 5172.263184
	Iteration 131Q: 3 clusters Score -4634906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4634915.500000 Penalty: 5172.263184
	Iteration 132Q: 3 clusters Score -4634916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -4634918.500000 Penalty: 5172.263184
	Iteration 133Q: 3 clusters Score -4634918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -4634929.500000 Penalty: 5172.263184
	Iteration 134Q: 3 clusters Score -4634930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -4634937.500000 Penalty: 5172.263184
	Iteration 135Q: 3 clusters Score -4634938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -4634940.000000 Penalty: 5172.263184
	Iteration 136Q: 3 clusters Score -4634940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4634952.000000 Penalty: 5172.263184
	Iteration 137Q: 3 clusters Score -4634952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -4634950.500000 Penalty: 5172.263184
	Iteration 138Q: 3 clusters Score -4634950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -4634948.000000 Penalty: 5172.263184
	Iteration 139Q: 3 clusters Score -4634948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4634952.000000 Penalty: 5172.263184
	Iteration 140F: 3 clusters Score -4634952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4634953.500000 Penalty: 5172.263184
	Iteration 141Q: 3 clusters Score -4634954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -4634951.500000 Penalty: 5172.263184
	Iteration 142Q: 3 clusters Score -4634952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4634950.500000 Penalty: 5172.263184
	Iteration 143Q: 3 clusters Score -4634950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4634951.500000 Penalty: 5172.263184
	Iteration 144Q: 3 clusters Score -4634952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4634949.000000 Penalty: 5172.263184
	Iteration 145Q: 3 clusters Score -4634949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4634952.500000 Penalty: 5172.263184
	Iteration 146Q: 3 clusters Score -4634952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4634952.500000 Penalty: 5172.263184
	Iteration 147F: 3 clusters Score -4634952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 1294 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Entering Unmasked Estep 
Score: -114917832.000000 Penalty: 101154.546875
Splitting cluster 9 changes total score from -114881992.000000 to -114917832.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 10 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -165284.906250 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -165284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -163373.984375 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -163374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -164434.859375 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -164434.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -165233.343750 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -165233.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -166011.453125 Penalty: 3554.084717
	Iteration 3F: 3 clusters Score -166011.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -166518.109375 Penalty: 3554.084717
	Iteration 4F: 3 clusters Score -166518.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -167129.312500 Penalty: 3554.084717
	Iteration 5F: 3 clusters Score -167129.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -168205.703125 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -168205.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -168952.843750 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -168952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -169081.109375 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -169081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -169085.625000 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -169085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -169087.046875 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -169087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -169087.046875 Penalty: 3554.084717
	Iteration 11F: 3 clusters Score -169087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 39607 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Entering Unmasked Estep 
Score: -114920200.000000 Penalty: 104526.367188
Splitting cluster 10 changes total score from -114881992.000000 to -114920200.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (39607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Entering Unmasked Estep 
Score: -5838388.500000 Penalty: 2625.516846
	Iteration 0F: 2 clusters Score -5838388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -5811618.000000 Penalty: 5251.033691
	Iteration 0F: 3 clusters Score -5811618 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -5822512.500000 Penalty: 5251.033691
	Iteration 1F: 3 clusters Score -5822512 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5824290.500000 Penalty: 5251.033691
	Iteration 2F: 3 clusters Score -5824290 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5826821.500000 Penalty: 5251.033691
	Iteration 3F: 3 clusters Score -5826822 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5830050.500000 Penalty: 5251.033691
	Iteration 4F: 3 clusters Score -5830050 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5832913.000000 Penalty: 5251.033691
	Iteration 5F: 3 clusters Score -5832913 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5834934.500000 Penalty: 5251.033691
	Iteration 6F: 3 clusters Score -5834934 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -5836353.000000 Penalty: 5251.033691
	Iteration 7Q: 3 clusters Score -5836353 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -5837660.000000 Penalty: 5251.033691
	Iteration 8Q: 3 clusters Score -5837660 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -5838599.500000 Penalty: 5251.033691
	Iteration 9Q: 3 clusters Score -5838600 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5839132.500000 Penalty: 5251.033691
	Iteration 10Q: 3 clusters Score -5839132 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5839428.500000 Penalty: 5251.033691
	Iteration 11Q: 3 clusters Score -5839428 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -5839550.000000 Penalty: 5251.033691
	Iteration 12Q: 3 clusters Score -5839550 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -5839592.000000 Penalty: 5251.033691
	Iteration 13Q: 3 clusters Score -5839592 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -5839630.000000 Penalty: 5251.033691
	Iteration 14Q: 3 clusters Score -5839630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -5839636.000000 Penalty: 5251.033691
	Iteration 15Q: 3 clusters Score -5839636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5839648.000000 Penalty: 5251.033691
	Iteration 16Q: 3 clusters Score -5839648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -5839644.000000 Penalty: 5251.033691
	Iteration 17Q: 3 clusters Score -5839644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -5839641.500000 Penalty: 5251.033691
	Iteration 18Q: 3 clusters Score -5839642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -5839647.000000 Penalty: 5251.033691
	Iteration 19Q: 3 clusters Score -5839647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5839648.000000 Penalty: 5251.033691
	Iteration 20F: 3 clusters Score -5839648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5839656.000000 Penalty: 5251.033691
	Iteration 21Q: 3 clusters Score -5839656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -5839659.500000 Penalty: 5251.033691
	Iteration 22Q: 3 clusters Score -5839660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5839659.000000 Penalty: 5251.033691
	Iteration 23Q: 3 clusters Score -5839659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5839658.000000 Penalty: 5251.033691
	Iteration 24Q: 3 clusters Score -5839658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5839658.000000 Penalty: 5251.033691
	Iteration 25F: 3 clusters Score -5839658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 16670 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Entering Unmasked Estep 
Score: -114920952.000000 Penalty: 107898.187500
Splitting cluster 12 changes total score from -114881992.000000 to -114920952.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (16670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Entering Unmasked Estep 
Score: -2367136.250000 Penalty: 2410.898682
	Iteration 0F: 2 clusters Score -2367136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2355084.750000 Penalty: 4821.797363
	Iteration 0F: 3 clusters Score -2355085 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2359401.250000 Penalty: 4821.797363
	Iteration 1F: 3 clusters Score -2359401 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2360286.250000 Penalty: 4821.797363
	Iteration 2F: 3 clusters Score -2360286 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2361485.250000 Penalty: 4821.797363
	Iteration 3F: 3 clusters Score -2361485 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2363021.500000 Penalty: 4821.797363
	Iteration 4F: 3 clusters Score -2363022 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2364489.250000 Penalty: 4821.797363
	Iteration 5F: 3 clusters Score -2364489 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2365561.250000 Penalty: 4821.797363
	Iteration 6F: 3 clusters Score -2365561 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2366327.500000 Penalty: 4821.797363
	Iteration 7F: 3 clusters Score -2366328 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2366848.500000 Penalty: 4821.797363
	Iteration 8Q: 3 clusters Score -2366848 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2367212.250000 Penalty: 4821.797363
	Iteration 9Q: 3 clusters Score -2367212 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2367567.750000 Penalty: 4821.797363
	Iteration 10Q: 3 clusters Score -2367568 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2367926.250000 Penalty: 4821.797363
	Iteration 11Q: 3 clusters Score -2367926 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2368439.250000 Penalty: 4821.797363
	Iteration 12Q: 3 clusters Score -2368439 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2369271.500000 Penalty: 4821.797363
	Iteration 13Q: 3 clusters Score -2369272 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2370571.750000 Penalty: 4821.797363
	Iteration 14Q: 3 clusters Score -2370572 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2371936.000000 Penalty: 4821.797363
	Iteration 15Q: 3 clusters Score -2371936 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2372927.000000 Penalty: 4821.797363
	Iteration 16Q: 3 clusters Score -2372927 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2373385.500000 Penalty: 4821.797363
	Iteration 17Q: 3 clusters Score -2373386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2373589.500000 Penalty: 4821.797363
	Iteration 18Q: 3 clusters Score -2373590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2373673.750000 Penalty: 4821.797363
	Iteration 19Q: 3 clusters Score -2373674 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2373735.000000 Penalty: 4821.797363
	Iteration 20F: 3 clusters Score -2373735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2373788.750000 Penalty: 4821.797363
	Iteration 21Q: 3 clusters Score -2373789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2373816.250000 Penalty: 4821.797363
	Iteration 22Q: 3 clusters Score -2373816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2373837.000000 Penalty: 4821.797363
	Iteration 23Q: 3 clusters Score -2373837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2373856.250000 Penalty: 4821.797363
	Iteration 24Q: 3 clusters Score -2373856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2373871.000000 Penalty: 4821.797363
	Iteration 25Q: 3 clusters Score -2373871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2373893.000000 Penalty: 4821.797363
	Iteration 26Q: 3 clusters Score -2373893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2373909.750000 Penalty: 4821.797363
	Iteration 27Q: 3 clusters Score -2373910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2373923.000000 Penalty: 4821.797363
	Iteration 28Q: 3 clusters Score -2373923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2373936.500000 Penalty: 4821.797363
	Iteration 29Q: 3 clusters Score -2373936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2373945.500000 Penalty: 4821.797363
	Iteration 30Q: 3 clusters Score -2373946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2373951.500000 Penalty: 4821.797363
	Iteration 31Q: 3 clusters Score -2373952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2373954.000000 Penalty: 4821.797363
	Iteration 32Q: 3 clusters Score -2373954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2373955.750000 Penalty: 4821.797363
	Iteration 33Q: 3 clusters Score -2373956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2373958.000000 Penalty: 4821.797363
	Iteration 34Q: 3 clusters Score -2373958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2373958.000000 Penalty: 4821.797363
	Iteration 35F: 3 clusters Score -2373958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 140975 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Entering Unmasked Estep 
Score: -114926456.000000 Penalty: 111270.007812
Splitting cluster 13 changes total score from -114881992.000000 to -114926456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 14 (140975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Entering Unmasked Estep 
Score: -20964892.000000 Penalty: 2940.371826
	Iteration 0F: 2 clusters Score -2.096489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70373 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -20873774.000000 Penalty: 5880.743652
	Iteration 0F: 3 clusters Score -2.087377e+07 nChanged 67327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -20912982.000000 Penalty: 5880.743652
	Iteration 1F: 3 clusters Score -2.091298e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -20914920.000000 Penalty: 5880.743652
	Iteration 2Q: 3 clusters Score -2.091492e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 74597 members 
Entering Unmasked Estep 
Score: -20917742.000000 Penalty: 5880.743652
	Iteration 3Q: 3 clusters Score -2.091774e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65633 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -20921362.000000 Penalty: 5880.743652
	Iteration 4Q: 3 clusters Score -2.092136e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -20926168.000000 Penalty: 5880.743652
	Iteration 5F: 3 clusters Score -2.092617e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -20932814.000000 Penalty: 5880.743652
	Iteration 6F: 3 clusters Score -2.093281e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -20941682.000000 Penalty: 5880.743652
	Iteration 7F: 3 clusters Score -2.094168e+07 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 64618 members 
Entering Unmasked Estep 
Score: -20950946.000000 Penalty: 5880.743652
	Iteration 8F: 3 clusters Score -2.095095e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -20957922.000000 Penalty: 5880.743652
	Iteration 9F: 3 clusters Score -2.095792e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84053 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -20962190.000000 Penalty: 5880.743652
	Iteration 10F: 3 clusters Score -2.096219e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -20965580.000000 Penalty: 5880.743652
	Iteration 11Q: 3 clusters Score -2.096558e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89707 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -20968318.000000 Penalty: 5880.743652
	Iteration 12Q: 3 clusters Score -2.096832e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92537 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -20971192.000000 Penalty: 5880.743652
	Iteration 13Q: 3 clusters Score -2.097119e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -20973916.000000 Penalty: 5880.743652
	Iteration 14Q: 3 clusters Score -2.097392e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -20976336.000000 Penalty: 5880.743652
	Iteration 15Q: 3 clusters Score -2.097634e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -20977930.000000 Penalty: 5880.743652
	Iteration 16Q: 3 clusters Score -2.097793e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -20978946.000000 Penalty: 5880.743652
	Iteration 17Q: 3 clusters Score -2.097895e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104685 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -20979438.000000 Penalty: 5880.743652
	Iteration 18Q: 3 clusters Score -2.097944e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106117 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -20979790.000000 Penalty: 5880.743652
	Iteration 19Q: 3 clusters Score -2.097979e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -20979986.000000 Penalty: 5880.743652
	Iteration 20F: 3 clusters Score -2.097999e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -20980050.000000 Penalty: 5880.743652
	Iteration 21Q: 3 clusters Score -2.098005e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -20980188.000000 Penalty: 5880.743652
	Iteration 22Q: 3 clusters Score -2.098019e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109537 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -20980166.000000 Penalty: 5880.743652
	Iteration 23Q: 3 clusters Score -2.098017e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -20980180.000000 Penalty: 5880.743652
	Iteration 24Q: 3 clusters Score -2.098018e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -20980216.000000 Penalty: 5880.743652
	Iteration 25Q: 3 clusters Score -2.098022e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110833 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -20980206.000000 Penalty: 5880.743652
	Iteration 26Q: 3 clusters Score -2.098021e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111129 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -20980220.000000 Penalty: 5880.743652
	Iteration 27Q: 3 clusters Score -2.098022e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -20980264.000000 Penalty: 5880.743652
	Iteration 28Q: 3 clusters Score -2.098026e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111591 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -20980308.000000 Penalty: 5880.743652
	Iteration 29Q: 3 clusters Score -2.098031e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111786 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -20980334.000000 Penalty: 5880.743652
	Iteration 30Q: 3 clusters Score -2.098033e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111973 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -20980310.000000 Penalty: 5880.743652
	Iteration 31Q: 3 clusters Score -2.098031e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112132 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -20980274.000000 Penalty: 5880.743652
	Iteration 32Q: 3 clusters Score -2.098027e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -20980260.000000 Penalty: 5880.743652
	Iteration 33Q: 3 clusters Score -2.098026e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -20980288.000000 Penalty: 5880.743652
	Iteration 34Q: 3 clusters Score -2.098029e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -20980306.000000 Penalty: 5880.743652
	Iteration 35Q: 3 clusters Score -2.098031e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112516 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -20980296.000000 Penalty: 5880.743652
	Iteration 36Q: 3 clusters Score -2.09803e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -20980308.000000 Penalty: 5880.743652
	Iteration 37Q: 3 clusters Score -2.098031e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -20980324.000000 Penalty: 5880.743652
	Iteration 38Q: 3 clusters Score -2.098032e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -20980302.000000 Penalty: 5880.743652
	Iteration 39Q: 3 clusters Score -2.09803e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -20980266.000000 Penalty: 5880.743652
	Iteration 40F: 3 clusters Score -2.098027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -20980284.000000 Penalty: 5880.743652
	Iteration 41Q: 3 clusters Score -2.098028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -20980310.000000 Penalty: 5880.743652
	Iteration 42Q: 3 clusters Score -2.098031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 43Q: 3 clusters Score -2.098029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112856 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -20980294.000000 Penalty: 5880.743652
	Iteration 44Q: 3 clusters Score -2.098029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112869 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -20980286.000000 Penalty: 5880.743652
	Iteration 45Q: 3 clusters Score -2.098029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -20980296.000000 Penalty: 5880.743652
	Iteration 46Q: 3 clusters Score -2.09803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -20980302.000000 Penalty: 5880.743652
	Iteration 47Q: 3 clusters Score -2.09803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112896 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -20980282.000000 Penalty: 5880.743652
	Iteration 48Q: 3 clusters Score -2.098028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -20980286.000000 Penalty: 5880.743652
	Iteration 49Q: 3 clusters Score -2.098029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -20980286.000000 Penalty: 5880.743652
	Iteration 50Q: 3 clusters Score -2.098029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112912 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -20980286.000000 Penalty: 5880.743652
	Iteration 51Q: 3 clusters Score -2.098029e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112921 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -20980298.000000 Penalty: 5880.743652
	Iteration 52Q: 3 clusters Score -2.09803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -20980290.000000 Penalty: 5880.743652
	Iteration 53Q: 3 clusters Score -2.098029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -20980306.000000 Penalty: 5880.743652
	Iteration 54Q: 3 clusters Score -2.098031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112940 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -20980302.000000 Penalty: 5880.743652
	Iteration 55Q: 3 clusters Score -2.09803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -20980314.000000 Penalty: 5880.743652
	Iteration 56Q: 3 clusters Score -2.098031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -20980296.000000 Penalty: 5880.743652
	Iteration 57Q: 3 clusters Score -2.09803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -20980296.000000 Penalty: 5880.743652
	Iteration 58Q: 3 clusters Score -2.09803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -20980298.000000 Penalty: 5880.743652
	Iteration 59Q: 3 clusters Score -2.09803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 60F: 3 clusters Score -2.098029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112949 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -20980298.000000 Penalty: 5880.743652
	Iteration 61Q: 3 clusters Score -2.09803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112950 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 62Q: 3 clusters Score -2.098029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -20980300.000000 Penalty: 5880.743652
	Iteration 63Q: 3 clusters Score -2.09803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112956 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 64Q: 3 clusters Score -2.098029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112962 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -20980312.000000 Penalty: 5880.743652
	Iteration 65Q: 3 clusters Score -2.098031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112967 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -20980288.000000 Penalty: 5880.743652
	Iteration 66Q: 3 clusters Score -2.098029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -20980298.000000 Penalty: 5880.743652
	Iteration 67Q: 3 clusters Score -2.09803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112972 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -20980304.000000 Penalty: 5880.743652
	Iteration 68Q: 3 clusters Score -2.09803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 69Q: 3 clusters Score -2.098029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -20980292.000000 Penalty: 5880.743652
	Iteration 70Q: 3 clusters Score -2.098029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112987 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -20980282.000000 Penalty: 5880.743652
	Iteration 71Q: 3 clusters Score -2.098028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -20980290.000000 Penalty: 5880.743652
	Iteration 72Q: 3 clusters Score -2.098029e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112993 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -20980278.000000 Penalty: 5880.743652
	Iteration 73Q: 3 clusters Score -2.098028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -20980270.000000 Penalty: 5880.743652
	Iteration 74Q: 3 clusters Score -2.098027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113000 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -20980280.000000 Penalty: 5880.743652
	Iteration 75Q: 3 clusters Score -2.098028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113006 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -20980280.000000 Penalty: 5880.743652
	Iteration 76Q: 3 clusters Score -2.098028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -20980276.000000 Penalty: 5880.743652
	Iteration 77Q: 3 clusters Score -2.098028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -20980272.000000 Penalty: 5880.743652
	Iteration 78Q: 3 clusters Score -2.098027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113011 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -20980270.000000 Penalty: 5880.743652
	Iteration 79Q: 3 clusters Score -2.098027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -20980260.000000 Penalty: 5880.743652
	Iteration 80F: 3 clusters Score -2.098026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -20980246.000000 Penalty: 5880.743652
	Iteration 81Q: 3 clusters Score -2.098025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113026 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -20980254.000000 Penalty: 5880.743652
	Iteration 82Q: 3 clusters Score -2.098025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113030 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -20980246.000000 Penalty: 5880.743652
	Iteration 83Q: 3 clusters Score -2.098025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -20980250.000000 Penalty: 5880.743652
	Iteration 84Q: 3 clusters Score -2.098025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113042 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -20980258.000000 Penalty: 5880.743652
	Iteration 85Q: 3 clusters Score -2.098026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -20980254.000000 Penalty: 5880.743652
	Iteration 86Q: 3 clusters Score -2.098025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -20980256.000000 Penalty: 5880.743652
	Iteration 87Q: 3 clusters Score -2.098026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113068 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -20980270.000000 Penalty: 5880.743652
	Iteration 88Q: 3 clusters Score -2.098027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113081 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -20980262.000000 Penalty: 5880.743652
	Iteration 89Q: 3 clusters Score -2.098026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -20980266.000000 Penalty: 5880.743652
	Iteration 90Q: 3 clusters Score -2.098027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -20980258.000000 Penalty: 5880.743652
	Iteration 91Q: 3 clusters Score -2.098026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -20980260.000000 Penalty: 5880.743652
	Iteration 92Q: 3 clusters Score -2.098026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113132 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -20980254.000000 Penalty: 5880.743652
	Iteration 93Q: 3 clusters Score -2.098025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -20980262.000000 Penalty: 5880.743652
	Iteration 94Q: 3 clusters Score -2.098026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113150 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -20980258.000000 Penalty: 5880.743652
	Iteration 95Q: 3 clusters Score -2.098026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113155 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -20980266.000000 Penalty: 5880.743652
	Iteration 96Q: 3 clusters Score -2.098027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -20980252.000000 Penalty: 5880.743652
	Iteration 97Q: 3 clusters Score -2.098025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -20980272.000000 Penalty: 5880.743652
	Iteration 98Q: 3 clusters Score -2.098027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -20980264.000000 Penalty: 5880.743652
	Iteration 99Q: 3 clusters Score -2.098026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113172 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -20980266.000000 Penalty: 5880.743652
	Iteration 100F: 3 clusters Score -2.098027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113173 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -20980260.000000 Penalty: 5880.743652
	Iteration 101Q: 3 clusters Score -2.098026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -20980258.000000 Penalty: 5880.743652
	Iteration 102Q: 3 clusters Score -2.098026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113174 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -20980258.000000 Penalty: 5880.743652
	Iteration 103F: 3 clusters Score -2.098026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 18119 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 27801 members 
Entering Unmasked Estep 
Score: -114940696.000000 Penalty: 114641.820312
Splitting cluster 14 changes total score from -114881992.000000 to -114940696.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (18119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Entering Unmasked Estep 
Score: -2654049.250000 Penalty: 2431.569580
	Iteration 0F: 2 clusters Score -2654049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2641243.750000 Penalty: 4863.139160
	Iteration 0F: 3 clusters Score -2641244 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2646367.000000 Penalty: 4863.139160
	Iteration 1F: 3 clusters Score -2646367 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2648181.750000 Penalty: 4863.139160
	Iteration 2F: 3 clusters Score -2648182 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2650458.750000 Penalty: 4863.139160
	Iteration 3F: 3 clusters Score -2650459 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -2652672.750000 Penalty: 4863.139160
	Iteration 4F: 3 clusters Score -2652673 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2654263.750000 Penalty: 4863.139160
	Iteration 5F: 3 clusters Score -2654264 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2655221.250000 Penalty: 4863.139160
	Iteration 6F: 3 clusters Score -2655221 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2656090.000000 Penalty: 4863.139160
	Iteration 7Q: 3 clusters Score -2656090 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2657016.750000 Penalty: 4863.139160
	Iteration 8Q: 3 clusters Score -2657017 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2658102.500000 Penalty: 4863.139160
	Iteration 9Q: 3 clusters Score -2658102 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2659677.250000 Penalty: 4863.139160
	Iteration 10Q: 3 clusters Score -2659677 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2661002.000000 Penalty: 4863.139160
	Iteration 11Q: 3 clusters Score -2661002 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -2661373.000000 Penalty: 4863.139160
	Iteration 12Q: 3 clusters Score -2661373 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2661537.500000 Penalty: 4863.139160
	Iteration 13Q: 3 clusters Score -2661538 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2661637.250000 Penalty: 4863.139160
	Iteration 14Q: 3 clusters Score -2661637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2661673.750000 Penalty: 4863.139160
	Iteration 15Q: 3 clusters Score -2661674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2661697.000000 Penalty: 4863.139160
	Iteration 16Q: 3 clusters Score -2661697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2661714.250000 Penalty: 4863.139160
	Iteration 17Q: 3 clusters Score -2661714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2661726.250000 Penalty: 4863.139160
	Iteration 18Q: 3 clusters Score -2661726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2661727.250000 Penalty: 4863.139160
	Iteration 19Q: 3 clusters Score -2661727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2661729.750000 Penalty: 4863.139160
	Iteration 20F: 3 clusters Score -2661730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2661728.250000 Penalty: 4863.139160
	Iteration 21Q: 3 clusters Score -2661728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2661730.500000 Penalty: 4863.139160
	Iteration 22Q: 3 clusters Score -2661730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2661732.500000 Penalty: 4863.139160
	Iteration 23Q: 3 clusters Score -2661732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2661732.000000 Penalty: 4863.139160
	Iteration 24Q: 3 clusters Score -2661732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2661731.750000 Penalty: 4863.139160
	Iteration 25Q: 3 clusters Score -2661732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2661732.000000 Penalty: 4863.139160
	Iteration 26Q: 3 clusters Score -2661732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2661731.000000 Penalty: 4863.139160
	Iteration 27Q: 3 clusters Score -2661731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2661731.000000 Penalty: 4863.139160
	Iteration 28F: 3 clusters Score -2661731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 27801 members 
Mstep: Class 35 contains 9121 members 
Entering Unmasked Estep 
Score: -114947784.000000 Penalty: 118013.640625
Splitting cluster 15 changes total score from -114881992.000000 to -114947784.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 16 (23960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Entering Unmasked Estep 
Score: -3537998.000000 Penalty: 2500.866943
	Iteration 0F: 2 clusters Score -3537998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3521363.500000 Penalty: 5001.733887
	Iteration 0F: 3 clusters Score -3521364 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3527785.500000 Penalty: 5001.733887
	Iteration 1F: 3 clusters Score -3527786 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3528878.750000 Penalty: 5001.733887
	Iteration 2F: 3 clusters Score -3528879 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -3529884.250000 Penalty: 5001.733887
	Iteration 3F: 3 clusters Score -3529884 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3530844.000000 Penalty: 5001.733887
	Iteration 4F: 3 clusters Score -3530844 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3531858.500000 Penalty: 5001.733887
	Iteration 5F: 3 clusters Score -3531858 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3532864.000000 Penalty: 5001.733887
	Iteration 6F: 3 clusters Score -3532864 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -3533837.750000 Penalty: 5001.733887
	Iteration 7F: 3 clusters Score -3533838 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3534639.250000 Penalty: 5001.733887
	Iteration 8F: 3 clusters Score -3534639 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3535146.000000 Penalty: 5001.733887
	Iteration 9Q: 3 clusters Score -3535146 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3535417.750000 Penalty: 5001.733887
	Iteration 10Q: 3 clusters Score -3535418 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3535609.500000 Penalty: 5001.733887
	Iteration 11Q: 3 clusters Score -3535610 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3535717.500000 Penalty: 5001.733887
	Iteration 12Q: 3 clusters Score -3535718 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3535786.500000 Penalty: 5001.733887
	Iteration 13Q: 3 clusters Score -3535786 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -3535798.750000 Penalty: 5001.733887
	Iteration 14Q: 3 clusters Score -3535799 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3535830.250000 Penalty: 5001.733887
	Iteration 15Q: 3 clusters Score -3535830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3535845.500000 Penalty: 5001.733887
	Iteration 16Q: 3 clusters Score -3535846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -3535858.250000 Penalty: 5001.733887
	Iteration 17Q: 3 clusters Score -3535858 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3535873.750000 Penalty: 5001.733887
	Iteration 18Q: 3 clusters Score -3535874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3535878.750000 Penalty: 5001.733887
	Iteration 19Q: 3 clusters Score -3535879 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3535884.500000 Penalty: 5001.733887
	Iteration 20F: 3 clusters Score -3535884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3535894.750000 Penalty: 5001.733887
	Iteration 21Q: 3 clusters Score -3535895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3535911.750000 Penalty: 5001.733887
	Iteration 22Q: 3 clusters Score -3535912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3535913.000000 Penalty: 5001.733887
	Iteration 23Q: 3 clusters Score -3535913 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3535917.250000 Penalty: 5001.733887
	Iteration 24Q: 3 clusters Score -3535917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3535917.250000 Penalty: 5001.733887
	Iteration 25Q: 3 clusters Score -3535917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3535917.500000 Penalty: 5001.733887
	Iteration 26Q: 3 clusters Score -3535918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -3535917.750000 Penalty: 5001.733887
	Iteration 27Q: 3 clusters Score -3535918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3535919.750000 Penalty: 5001.733887
	Iteration 28Q: 3 clusters Score -3535920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3535920.500000 Penalty: 5001.733887
	Iteration 29Q: 3 clusters Score -3535920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3535920.000000 Penalty: 5001.733887
	Iteration 30Q: 3 clusters Score -3535920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3535929.500000 Penalty: 5001.733887
	Iteration 31Q: 3 clusters Score -3535930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3535935.750000 Penalty: 5001.733887
	Iteration 32Q: 3 clusters Score -3535936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3535937.500000 Penalty: 5001.733887
	Iteration 33Q: 3 clusters Score -3535938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3535944.500000 Penalty: 5001.733887
	Iteration 34Q: 3 clusters Score -3535944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3535948.750000 Penalty: 5001.733887
	Iteration 35Q: 3 clusters Score -3535949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3535942.000000 Penalty: 5001.733887
	Iteration 36Q: 3 clusters Score -3535942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3535948.500000 Penalty: 5001.733887
	Iteration 37Q: 3 clusters Score -3535948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -3535955.000000 Penalty: 5001.733887
	Iteration 38Q: 3 clusters Score -3535955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3535936.000000 Penalty: 5001.733887
	Iteration 39Q: 3 clusters Score -3535936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3535942.000000 Penalty: 5001.733887
	Iteration 40F: 3 clusters Score -3535942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -3535939.250000 Penalty: 5001.733887
	Iteration 41Q: 3 clusters Score -3535939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3535941.750000 Penalty: 5001.733887
	Iteration 42Q: 3 clusters Score -3535942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3535942.250000 Penalty: 5001.733887
	Iteration 43Q: 3 clusters Score -3535942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3535939.500000 Penalty: 5001.733887
	Iteration 44Q: 3 clusters Score -3535940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3535938.750000 Penalty: 5001.733887
	Iteration 45Q: 3 clusters Score -3535939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3535945.500000 Penalty: 5001.733887
	Iteration 46Q: 3 clusters Score -3535946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3535941.500000 Penalty: 5001.733887
	Iteration 47Q: 3 clusters Score -3535942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3535944.500000 Penalty: 5001.733887
	Iteration 48Q: 3 clusters Score -3535944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3535949.000000 Penalty: 5001.733887
	Iteration 49Q: 3 clusters Score -3535949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -3535944.000000 Penalty: 5001.733887
	Iteration 50Q: 3 clusters Score -3535944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3535943.500000 Penalty: 5001.733887
	Iteration 51Q: 3 clusters Score -3535944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3535943.750000 Penalty: 5001.733887
	Iteration 52Q: 3 clusters Score -3535944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3535941.500000 Penalty: 5001.733887
	Iteration 53Q: 3 clusters Score -3535942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3535937.750000 Penalty: 5001.733887
	Iteration 54Q: 3 clusters Score -3535938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3535937.250000 Penalty: 5001.733887
	Iteration 55Q: 3 clusters Score -3535937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3535940.500000 Penalty: 5001.733887
	Iteration 56Q: 3 clusters Score -3535940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -3535942.000000 Penalty: 5001.733887
	Iteration 57Q: 3 clusters Score -3535942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3535942.500000 Penalty: 5001.733887
	Iteration 58Q: 3 clusters Score -3535942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3535944.500000 Penalty: 5001.733887
	Iteration 59Q: 3 clusters Score -3535944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3535944.500000 Penalty: 5001.733887
	Iteration 60F: 3 clusters Score -3535944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3535938.250000 Penalty: 5001.733887
	Iteration 61Q: 3 clusters Score -3535938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3535949.000000 Penalty: 5001.733887
	Iteration 62Q: 3 clusters Score -3535949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -3535951.500000 Penalty: 5001.733887
	Iteration 63Q: 3 clusters Score -3535952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -3535942.250000 Penalty: 5001.733887
	Iteration 64Q: 3 clusters Score -3535942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3535945.250000 Penalty: 5001.733887
	Iteration 65Q: 3 clusters Score -3535945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3535951.000000 Penalty: 5001.733887
	Iteration 66Q: 3 clusters Score -3535951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3535956.750000 Penalty: 5001.733887
	Iteration 67Q: 3 clusters Score -3535957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3535949.500000 Penalty: 5001.733887
	Iteration 68Q: 3 clusters Score -3535950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3535956.000000 Penalty: 5001.733887
	Iteration 69Q: 3 clusters Score -3535956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3535957.000000 Penalty: 5001.733887
	Iteration 70Q: 3 clusters Score -3535957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3535947.000000 Penalty: 5001.733887
	Iteration 71Q: 3 clusters Score -3535947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3535948.500000 Penalty: 5001.733887
	Iteration 72Q: 3 clusters Score -3535948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3535950.750000 Penalty: 5001.733887
	Iteration 73Q: 3 clusters Score -3535951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3535948.500000 Penalty: 5001.733887
	Iteration 74Q: 3 clusters Score -3535948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3535944.000000 Penalty: 5001.733887
	Iteration 75Q: 3 clusters Score -3535944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3535944.000000 Penalty: 5001.733887
	Iteration 76F: 3 clusters Score -3535944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Entering Unmasked Estep 
Score: -3527152.000000 Penalty: 2509.462402
	Iteration 0F: 2 clusters Score -3527152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3509860.500000 Penalty: 5018.924805
	Iteration 0F: 3 clusters Score -3509860 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3516155.750000 Penalty: 5018.924805
	Iteration 1F: 3 clusters Score -3516156 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3516867.500000 Penalty: 5018.924805
	Iteration 2F: 3 clusters Score -3516868 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3517740.250000 Penalty: 5018.924805
	Iteration 3F: 3 clusters Score -3517740 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3518775.250000 Penalty: 5018.924805
	Iteration 4F: 3 clusters Score -3518775 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -3519922.750000 Penalty: 5018.924805
	Iteration 5F: 3 clusters Score -3519923 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3521081.750000 Penalty: 5018.924805
	Iteration 6F: 3 clusters Score -3521082 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3522146.500000 Penalty: 5018.924805
	Iteration 7F: 3 clusters Score -3522146 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3523106.250000 Penalty: 5018.924805
	Iteration 8F: 3 clusters Score -3523106 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3523923.500000 Penalty: 5018.924805
	Iteration 9Q: 3 clusters Score -3523924 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3524514.750000 Penalty: 5018.924805
	Iteration 10Q: 3 clusters Score -3524515 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3524957.000000 Penalty: 5018.924805
	Iteration 11Q: 3 clusters Score -3524957 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3525281.500000 Penalty: 5018.924805
	Iteration 12Q: 3 clusters Score -3525282 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3525544.750000 Penalty: 5018.924805
	Iteration 13Q: 3 clusters Score -3525545 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3525742.750000 Penalty: 5018.924805
	Iteration 14Q: 3 clusters Score -3525743 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3525911.000000 Penalty: 5018.924805
	Iteration 15Q: 3 clusters Score -3525911 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3526016.250000 Penalty: 5018.924805
	Iteration 16Q: 3 clusters Score -3526016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3526090.250000 Penalty: 5018.924805
	Iteration 17Q: 3 clusters Score -3526090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3526126.500000 Penalty: 5018.924805
	Iteration 18Q: 3 clusters Score -3526126 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3526141.750000 Penalty: 5018.924805
	Iteration 19Q: 3 clusters Score -3526142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3526142.000000 Penalty: 5018.924805
	Iteration 20F: 3 clusters Score -3526142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3526154.000000 Penalty: 5018.924805
	Iteration 21Q: 3 clusters Score -3526154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -3526161.000000 Penalty: 5018.924805
	Iteration 22Q: 3 clusters Score -3526161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -3526164.500000 Penalty: 5018.924805
	Iteration 23Q: 3 clusters Score -3526164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3526167.500000 Penalty: 5018.924805
	Iteration 24Q: 3 clusters Score -3526168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3526174.000000 Penalty: 5018.924805
	Iteration 25Q: 3 clusters Score -3526174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3526173.250000 Penalty: 5018.924805
	Iteration 26Q: 3 clusters Score -3526173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -3526178.000000 Penalty: 5018.924805
	Iteration 27Q: 3 clusters Score -3526178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -3526184.500000 Penalty: 5018.924805
	Iteration 28Q: 3 clusters Score -3526184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3526197.000000 Penalty: 5018.924805
	Iteration 29Q: 3 clusters Score -3526197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -3526190.750000 Penalty: 5018.924805
	Iteration 30Q: 3 clusters Score -3526191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3526195.000000 Penalty: 5018.924805
	Iteration 31Q: 3 clusters Score -3526195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3526195.500000 Penalty: 5018.924805
	Iteration 32Q: 3 clusters Score -3526196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3526191.750000 Penalty: 5018.924805
	Iteration 33Q: 3 clusters Score -3526192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3526193.000000 Penalty: 5018.924805
	Iteration 34Q: 3 clusters Score -3526193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3526189.750000 Penalty: 5018.924805
	Iteration 35Q: 3 clusters Score -3526190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3526189.750000 Penalty: 5018.924805
	Iteration 36Q: 3 clusters Score -3526190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3526189.750000 Penalty: 5018.924805
	Iteration 37F: 3 clusters Score -3526190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Entering Unmasked Estep 
Score: -6854147.000000 Penalty: 2666.610596
	Iteration 0F: 2 clusters Score -6854147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -6822672.500000 Penalty: 5333.221191
	Iteration 0F: 3 clusters Score -6822672 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -6836175.000000 Penalty: 5333.221191
	Iteration 1F: 3 clusters Score -6836175 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -6841968.500000 Penalty: 5333.221191
	Iteration 2F: 3 clusters Score -6841968 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6850689.500000 Penalty: 5333.221191
	Iteration 3F: 3 clusters Score -6850690 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6856400.500000 Penalty: 5333.221191
	Iteration 4F: 3 clusters Score -6856400 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -6858562.000000 Penalty: 5333.221191
	Iteration 5F: 3 clusters Score -6858562 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -6859341.000000 Penalty: 5333.221191
	Iteration 6Q: 3 clusters Score -6859341 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -6859784.500000 Penalty: 5333.221191
	Iteration 7Q: 3 clusters Score -6859784 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -6860058.500000 Penalty: 5333.221191
	Iteration 8Q: 3 clusters Score -6860058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -6860217.500000 Penalty: 5333.221191
	Iteration 9Q: 3 clusters Score -6860218 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -6860305.000000 Penalty: 5333.221191
	Iteration 10Q: 3 clusters Score -6860305 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6860374.000000 Penalty: 5333.221191
	Iteration 11Q: 3 clusters Score -6860374 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -6860434.000000 Penalty: 5333.221191
	Iteration 12Q: 3 clusters Score -6860434 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -6860498.000000 Penalty: 5333.221191
	Iteration 13Q: 3 clusters Score -6860498 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -6860607.000000 Penalty: 5333.221191
	Iteration 14Q: 3 clusters Score -6860607 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -6860775.000000 Penalty: 5333.221191
	Iteration 15Q: 3 clusters Score -6860775 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -6860910.000000 Penalty: 5333.221191
	Iteration 16Q: 3 clusters Score -6860910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6860957.500000 Penalty: 5333.221191
	Iteration 17Q: 3 clusters Score -6860958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -6861005.000000 Penalty: 5333.221191
	Iteration 18Q: 3 clusters Score -6861005 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -6861032.000000 Penalty: 5333.221191
	Iteration 19Q: 3 clusters Score -6861032 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -6861045.000000 Penalty: 5333.221191
	Iteration 20F: 3 clusters Score -6861045 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -6861082.000000 Penalty: 5333.221191
	Iteration 21Q: 3 clusters Score -6861082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -6861079.500000 Penalty: 5333.221191
	Iteration 22Q: 3 clusters Score -6861080 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6861064.500000 Penalty: 5333.221191
	Iteration 23Q: 3 clusters Score -6861064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -6861073.500000 Penalty: 5333.221191
	Iteration 24Q: 3 clusters Score -6861074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -6861089.000000 Penalty: 5333.221191
	Iteration 25Q: 3 clusters Score -6861089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -6861099.500000 Penalty: 5333.221191
	Iteration 26Q: 3 clusters Score -6861100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -6861090.500000 Penalty: 5333.221191
	Iteration 27Q: 3 clusters Score -6861090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6861087.000000 Penalty: 5333.221191
	Iteration 28Q: 3 clusters Score -6861087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -6861081.000000 Penalty: 5333.221191
	Iteration 29Q: 3 clusters Score -6861081 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -6861074.500000 Penalty: 5333.221191
	Iteration 30Q: 3 clusters Score -6861074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -6861081.500000 Penalty: 5333.221191
	Iteration 31Q: 3 clusters Score -6861082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -6861081.000000 Penalty: 5333.221191
	Iteration 32Q: 3 clusters Score -6861081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6861095.000000 Penalty: 5333.221191
	Iteration 33Q: 3 clusters Score -6861095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -6861080.500000 Penalty: 5333.221191
	Iteration 34Q: 3 clusters Score -6861080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -6861085.000000 Penalty: 5333.221191
	Iteration 35Q: 3 clusters Score -6861085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -6861089.000000 Penalty: 5333.221191
	Iteration 36Q: 3 clusters Score -6861089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6861085.500000 Penalty: 5333.221191
	Iteration 37Q: 3 clusters Score -6861086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -6861092.000000 Penalty: 5333.221191
	Iteration 38Q: 3 clusters Score -6861092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -6861094.000000 Penalty: 5333.221191
	Iteration 39Q: 3 clusters Score -6861094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -6861083.000000 Penalty: 5333.221191
	Iteration 40F: 3 clusters Score -6861083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -6861076.000000 Penalty: 5333.221191
	Iteration 41Q: 3 clusters Score -6861076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -6861093.000000 Penalty: 5333.221191
	Iteration 42Q: 3 clusters Score -6861093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -6861091.500000 Penalty: 5333.221191
	Iteration 43Q: 3 clusters Score -6861092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -6861100.000000 Penalty: 5333.221191
	Iteration 44Q: 3 clusters Score -6861100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -6861106.000000 Penalty: 5333.221191
	Iteration 45Q: 3 clusters Score -6861106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -6861101.000000 Penalty: 5333.221191
	Iteration 46Q: 3 clusters Score -6861101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -6861104.500000 Penalty: 5333.221191
	Iteration 47Q: 3 clusters Score -6861104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -6861107.500000 Penalty: 5333.221191
	Iteration 48Q: 3 clusters Score -6861108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -6861112.500000 Penalty: 5333.221191
	Iteration 49Q: 3 clusters Score -6861112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -6861111.000000 Penalty: 5333.221191
	Iteration 50Q: 3 clusters Score -6861111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -6861117.000000 Penalty: 5333.221191
	Iteration 51Q: 3 clusters Score -6861117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -6861124.500000 Penalty: 5333.221191
	Iteration 52Q: 3 clusters Score -6861124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -6861121.000000 Penalty: 5333.221191
	Iteration 53Q: 3 clusters Score -6861121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -6861126.000000 Penalty: 5333.221191
	Iteration 54Q: 3 clusters Score -6861126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -6861117.000000 Penalty: 5333.221191
	Iteration 55Q: 3 clusters Score -6861117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -6861108.000000 Penalty: 5333.221191
	Iteration 56Q: 3 clusters Score -6861108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -6861105.000000 Penalty: 5333.221191
	Iteration 57Q: 3 clusters Score -6861105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -6861108.500000 Penalty: 5333.221191
	Iteration 58Q: 3 clusters Score -6861108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6861115.500000 Penalty: 5333.221191
	Iteration 59Q: 3 clusters Score -6861116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -6861115.500000 Penalty: 5333.221191
	Iteration 60F: 3 clusters Score -6861116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -6861108.000000 Penalty: 5333.221191
	Iteration 61Q: 3 clusters Score -6861108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -6861114.500000 Penalty: 5333.221191
	Iteration 62Q: 3 clusters Score -6861114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -6861117.500000 Penalty: 5333.221191
	Iteration 63Q: 3 clusters Score -6861118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -6861130.500000 Penalty: 5333.221191
	Iteration 64Q: 3 clusters Score -6861130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -6861120.500000 Penalty: 5333.221191
	Iteration 65Q: 3 clusters Score -6861120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -6861125.000000 Penalty: 5333.221191
	Iteration 66Q: 3 clusters Score -6861125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -6861136.500000 Penalty: 5333.221191
	Iteration 67Q: 3 clusters Score -6861136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -6861147.000000 Penalty: 5333.221191
	Iteration 68Q: 3 clusters Score -6861147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -6861144.000000 Penalty: 5333.221191
	Iteration 69Q: 3 clusters Score -6861144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -6861147.500000 Penalty: 5333.221191
	Iteration 70Q: 3 clusters Score -6861148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -6861147.000000 Penalty: 5333.221191
	Iteration 71Q: 3 clusters Score -6861147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -6861148.000000 Penalty: 5333.221191
	Iteration 72Q: 3 clusters Score -6861148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -6861147.000000 Penalty: 5333.221191
	Iteration 73Q: 3 clusters Score -6861147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -6861137.000000 Penalty: 5333.221191
	Iteration 74Q: 3 clusters Score -6861137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -6861138.500000 Penalty: 5333.221191
	Iteration 75Q: 3 clusters Score -6861138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -6861134.500000 Penalty: 5333.221191
	Iteration 76Q: 3 clusters Score -6861134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -6861150.000000 Penalty: 5333.221191
	Iteration 77Q: 3 clusters Score -6861150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -6861132.000000 Penalty: 5333.221191
	Iteration 78Q: 3 clusters Score -6861132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -6861132.000000 Penalty: 5333.221191
	Iteration 79Q: 3 clusters Score -6861132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -6861129.500000 Penalty: 5333.221191
	Iteration 80F: 3 clusters Score -6861130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -6861134.000000 Penalty: 5333.221191
	Iteration 81Q: 3 clusters Score -6861134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -6861139.000000 Penalty: 5333.221191
	Iteration 82Q: 3 clusters Score -6861139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -6861136.500000 Penalty: 5333.221191
	Iteration 83Q: 3 clusters Score -6861136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6861138.500000 Penalty: 5333.221191
	Iteration 84Q: 3 clusters Score -6861138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -6861138.500000 Penalty: 5333.221191
	Iteration 85F: 3 clusters Score -6861138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 35120 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 27801 members 
Mstep: Class 35 contains 9121 members 
Mstep: Class 36 contains 37562 members 
Entering Unmasked Estep 
Score: -114954488.000000 Penalty: 121385.460938
Splitting cluster 18 changes total score from -114881992.000000 to -114954488.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (35120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Entering Unmasked Estep 
Score: -4937914.500000 Penalty: 2595.698486
	Iteration 0F: 2 clusters Score -4937914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -4914016.500000 Penalty: 5191.396973
	Iteration 0F: 3 clusters Score -4914016 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4923304.000000 Penalty: 5191.396973
	Iteration 1F: 3 clusters Score -4923304 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4924713.000000 Penalty: 5191.396973
	Iteration 2F: 3 clusters Score -4924713 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4926632.000000 Penalty: 5191.396973
	Iteration 3F: 3 clusters Score -4926632 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -4928968.500000 Penalty: 5191.396973
	Iteration 4F: 3 clusters Score -4928968 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -4931141.500000 Penalty: 5191.396973
	Iteration 5F: 3 clusters Score -4931142 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4932990.500000 Penalty: 5191.396973
	Iteration 6F: 3 clusters Score -4932990 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4934302.000000 Penalty: 5191.396973
	Iteration 7F: 3 clusters Score -4934302 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4935191.500000 Penalty: 5191.396973
	Iteration 8Q: 3 clusters Score -4935192 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4935773.500000 Penalty: 5191.396973
	Iteration 9Q: 3 clusters Score -4935774 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4936254.500000 Penalty: 5191.396973
	Iteration 10Q: 3 clusters Score -4936254 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4936533.500000 Penalty: 5191.396973
	Iteration 11Q: 3 clusters Score -4936534 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4936762.000000 Penalty: 5191.396973
	Iteration 12Q: 3 clusters Score -4936762 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4936911.500000 Penalty: 5191.396973
	Iteration 13Q: 3 clusters Score -4936912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4936989.000000 Penalty: 5191.396973
	Iteration 14Q: 3 clusters Score -4936989 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4937065.500000 Penalty: 5191.396973
	Iteration 15Q: 3 clusters Score -4937066 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -4937103.000000 Penalty: 5191.396973
	Iteration 16Q: 3 clusters Score -4937103 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4937131.000000 Penalty: 5191.396973
	Iteration 17Q: 3 clusters Score -4937131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -4937156.000000 Penalty: 5191.396973
	Iteration 18Q: 3 clusters Score -4937156 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4937193.500000 Penalty: 5191.396973
	Iteration 19Q: 3 clusters Score -4937194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -4937216.000000 Penalty: 5191.396973
	Iteration 20F: 3 clusters Score -4937216 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -4937242.000000 Penalty: 5191.396973
	Iteration 21Q: 3 clusters Score -4937242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4937246.000000 Penalty: 5191.396973
	Iteration 22Q: 3 clusters Score -4937246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4937288.000000 Penalty: 5191.396973
	Iteration 23Q: 3 clusters Score -4937288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -4937311.000000 Penalty: 5191.396973
	Iteration 24Q: 3 clusters Score -4937311 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -4937325.000000 Penalty: 5191.396973
	Iteration 25Q: 3 clusters Score -4937325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -4937350.500000 Penalty: 5191.396973
	Iteration 26Q: 3 clusters Score -4937350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4937374.500000 Penalty: 5191.396973
	Iteration 27Q: 3 clusters Score -4937374 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4937400.500000 Penalty: 5191.396973
	Iteration 28Q: 3 clusters Score -4937400 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4937418.000000 Penalty: 5191.396973
	Iteration 29Q: 3 clusters Score -4937418 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4937417.500000 Penalty: 5191.396973
	Iteration 30Q: 3 clusters Score -4937418 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4937435.000000 Penalty: 5191.396973
	Iteration 31Q: 3 clusters Score -4937435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -4937434.500000 Penalty: 5191.396973
	Iteration 32Q: 3 clusters Score -4937434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -4937446.500000 Penalty: 5191.396973
	Iteration 33Q: 3 clusters Score -4937446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -4937459.000000 Penalty: 5191.396973
	Iteration 34Q: 3 clusters Score -4937459 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4937479.500000 Penalty: 5191.396973
	Iteration 35Q: 3 clusters Score -4937480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4937498.500000 Penalty: 5191.396973
	Iteration 36Q: 3 clusters Score -4937498 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4937516.500000 Penalty: 5191.396973
	Iteration 37Q: 3 clusters Score -4937516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4937516.000000 Penalty: 5191.396973
	Iteration 38Q: 3 clusters Score -4937516 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -4937534.000000 Penalty: 5191.396973
	Iteration 39Q: 3 clusters Score -4937534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -4937553.500000 Penalty: 5191.396973
	Iteration 40F: 3 clusters Score -4937554 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4937577.500000 Penalty: 5191.396973
	Iteration 41Q: 3 clusters Score -4937578 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -4937611.500000 Penalty: 5191.396973
	Iteration 42Q: 3 clusters Score -4937612 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -4937620.000000 Penalty: 5191.396973
	Iteration 43Q: 3 clusters Score -4937620 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4937638.000000 Penalty: 5191.396973
	Iteration 44Q: 3 clusters Score -4937638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -4937661.000000 Penalty: 5191.396973
	Iteration 45Q: 3 clusters Score -4937661 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -4937715.000000 Penalty: 5191.396973
	Iteration 46Q: 3 clusters Score -4937715 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4937718.000000 Penalty: 5191.396973
	Iteration 47Q: 3 clusters Score -4937718 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -4937746.500000 Penalty: 5191.396973
	Iteration 48Q: 3 clusters Score -4937746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4937787.000000 Penalty: 5191.396973
	Iteration 49Q: 3 clusters Score -4937787 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4937805.000000 Penalty: 5191.396973
	Iteration 50Q: 3 clusters Score -4937805 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -4937815.500000 Penalty: 5191.396973
	Iteration 51Q: 3 clusters Score -4937816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4937856.000000 Penalty: 5191.396973
	Iteration 52Q: 3 clusters Score -4937856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4937878.000000 Penalty: 5191.396973
	Iteration 53Q: 3 clusters Score -4937878 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4937911.000000 Penalty: 5191.396973
	Iteration 54Q: 3 clusters Score -4937911 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4937937.000000 Penalty: 5191.396973
	Iteration 55Q: 3 clusters Score -4937937 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -4937953.500000 Penalty: 5191.396973
	Iteration 56Q: 3 clusters Score -4937954 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -4937974.000000 Penalty: 5191.396973
	Iteration 57Q: 3 clusters Score -4937974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4937990.500000 Penalty: 5191.396973
	Iteration 58Q: 3 clusters Score -4937990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4938006.500000 Penalty: 5191.396973
	Iteration 59Q: 3 clusters Score -4938006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -4938028.000000 Penalty: 5191.396973
	Iteration 60F: 3 clusters Score -4938028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4938046.500000 Penalty: 5191.396973
	Iteration 61Q: 3 clusters Score -4938046 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -4938078.000000 Penalty: 5191.396973
	Iteration 62Q: 3 clusters Score -4938078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -4938096.000000 Penalty: 5191.396973
	Iteration 63Q: 3 clusters Score -4938096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4938120.000000 Penalty: 5191.396973
	Iteration 64Q: 3 clusters Score -4938120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4938142.500000 Penalty: 5191.396973
	Iteration 65Q: 3 clusters Score -4938142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4938143.000000 Penalty: 5191.396973
	Iteration 66Q: 3 clusters Score -4938143 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4938158.500000 Penalty: 5191.396973
	Iteration 67Q: 3 clusters Score -4938158 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -4938175.000000 Penalty: 5191.396973
	Iteration 68Q: 3 clusters Score -4938175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4938207.000000 Penalty: 5191.396973
	Iteration 69Q: 3 clusters Score -4938207 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4938223.500000 Penalty: 5191.396973
	Iteration 70Q: 3 clusters Score -4938224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -4938220.000000 Penalty: 5191.396973
	Iteration 71Q: 3 clusters Score -4938220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -4938229.500000 Penalty: 5191.396973
	Iteration 72Q: 3 clusters Score -4938230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -4938244.000000 Penalty: 5191.396973
	Iteration 73Q: 3 clusters Score -4938244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4938266.000000 Penalty: 5191.396973
	Iteration 74Q: 3 clusters Score -4938266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4938271.000000 Penalty: 5191.396973
	Iteration 75Q: 3 clusters Score -4938271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4938290.000000 Penalty: 5191.396973
	Iteration 76Q: 3 clusters Score -4938290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -4938306.500000 Penalty: 5191.396973
	Iteration 77Q: 3 clusters Score -4938306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4938303.500000 Penalty: 5191.396973
	Iteration 78Q: 3 clusters Score -4938304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4938309.000000 Penalty: 5191.396973
	Iteration 79Q: 3 clusters Score -4938309 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4938319.500000 Penalty: 5191.396973
	Iteration 80F: 3 clusters Score -4938320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -4938340.500000 Penalty: 5191.396973
	Iteration 81Q: 3 clusters Score -4938340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -4938348.000000 Penalty: 5191.396973
	Iteration 82Q: 3 clusters Score -4938348 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4938376.500000 Penalty: 5191.396973
	Iteration 83Q: 3 clusters Score -4938376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -4938417.000000 Penalty: 5191.396973
	Iteration 84Q: 3 clusters Score -4938417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -4938439.000000 Penalty: 5191.396973
	Iteration 85Q: 3 clusters Score -4938439 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4938486.000000 Penalty: 5191.396973
	Iteration 86Q: 3 clusters Score -4938486 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4938494.500000 Penalty: 5191.396973
	Iteration 87Q: 3 clusters Score -4938494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -4938526.000000 Penalty: 5191.396973
	Iteration 88Q: 3 clusters Score -4938526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4938540.000000 Penalty: 5191.396973
	Iteration 89Q: 3 clusters Score -4938540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -4938555.000000 Penalty: 5191.396973
	Iteration 90Q: 3 clusters Score -4938555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4938567.000000 Penalty: 5191.396973
	Iteration 91Q: 3 clusters Score -4938567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4938598.000000 Penalty: 5191.396973
	Iteration 92Q: 3 clusters Score -4938598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4938605.500000 Penalty: 5191.396973
	Iteration 93Q: 3 clusters Score -4938606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4938616.500000 Penalty: 5191.396973
	Iteration 94Q: 3 clusters Score -4938616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -4938620.500000 Penalty: 5191.396973
	Iteration 95Q: 3 clusters Score -4938620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -4938638.500000 Penalty: 5191.396973
	Iteration 96Q: 3 clusters Score -4938638 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -4938651.500000 Penalty: 5191.396973
	Iteration 97Q: 3 clusters Score -4938652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4938671.000000 Penalty: 5191.396973
	Iteration 98Q: 3 clusters Score -4938671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -4938698.500000 Penalty: 5191.396973
	Iteration 99Q: 3 clusters Score -4938698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4938714.000000 Penalty: 5191.396973
	Iteration 100F: 3 clusters Score -4938714 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4938719.000000 Penalty: 5191.396973
	Iteration 101Q: 3 clusters Score -4938719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -4938740.500000 Penalty: 5191.396973
	Iteration 102Q: 3 clusters Score -4938740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4938804.500000 Penalty: 5191.396973
	Iteration 103Q: 3 clusters Score -4938804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4938832.000000 Penalty: 5191.396973
	Iteration 104Q: 3 clusters Score -4938832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4938860.500000 Penalty: 5191.396973
	Iteration 105Q: 3 clusters Score -4938860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4938878.500000 Penalty: 5191.396973
	Iteration 106Q: 3 clusters Score -4938878 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -4938905.000000 Penalty: 5191.396973
	Iteration 107Q: 3 clusters Score -4938905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4938932.500000 Penalty: 5191.396973
	Iteration 108Q: 3 clusters Score -4938932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4938947.000000 Penalty: 5191.396973
	Iteration 109Q: 3 clusters Score -4938947 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4938953.500000 Penalty: 5191.396973
	Iteration 110Q: 3 clusters Score -4938954 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4938952.500000 Penalty: 5191.396973
	Iteration 111Q: 3 clusters Score -4938952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4938968.500000 Penalty: 5191.396973
	Iteration 112Q: 3 clusters Score -4938968 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4938976.500000 Penalty: 5191.396973
	Iteration 113Q: 3 clusters Score -4938976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -4938973.500000 Penalty: 5191.396973
	Iteration 114Q: 3 clusters Score -4938974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4938991.000000 Penalty: 5191.396973
	Iteration 115Q: 3 clusters Score -4938991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4939000.500000 Penalty: 5191.396973
	Iteration 116Q: 3 clusters Score -4939000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4939004.000000 Penalty: 5191.396973
	Iteration 117Q: 3 clusters Score -4939004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4939007.000000 Penalty: 5191.396973
	Iteration 118Q: 3 clusters Score -4939007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4939002.000000 Penalty: 5191.396973
	Iteration 119Q: 3 clusters Score -4939002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4939011.500000 Penalty: 5191.396973
	Iteration 120F: 3 clusters Score -4939012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4939016.500000 Penalty: 5191.396973
	Iteration 121Q: 3 clusters Score -4939016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4939009.000000 Penalty: 5191.396973
	Iteration 122Q: 3 clusters Score -4939009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4939019.500000 Penalty: 5191.396973
	Iteration 123Q: 3 clusters Score -4939020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4939025.000000 Penalty: 5191.396973
	Iteration 124Q: 3 clusters Score -4939025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4939026.500000 Penalty: 5191.396973
	Iteration 125Q: 3 clusters Score -4939026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -4939026.500000 Penalty: 5191.396973
	Iteration 126Q: 3 clusters Score -4939026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4939022.000000 Penalty: 5191.396973
	Iteration 127Q: 3 clusters Score -4939022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4939015.000000 Penalty: 5191.396973
	Iteration 128Q: 3 clusters Score -4939015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -4939017.500000 Penalty: 5191.396973
	Iteration 129Q: 3 clusters Score -4939018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4939031.000000 Penalty: 5191.396973
	Iteration 130Q: 3 clusters Score -4939031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4939040.500000 Penalty: 5191.396973
	Iteration 131Q: 3 clusters Score -4939040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4939039.500000 Penalty: 5191.396973
	Iteration 132Q: 3 clusters Score -4939040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4939053.000000 Penalty: 5191.396973
	Iteration 133Q: 3 clusters Score -4939053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4939060.500000 Penalty: 5191.396973
	Iteration 134Q: 3 clusters Score -4939060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4939071.000000 Penalty: 5191.396973
	Iteration 135Q: 3 clusters Score -4939071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4939074.000000 Penalty: 5191.396973
	Iteration 136Q: 3 clusters Score -4939074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -4939084.000000 Penalty: 5191.396973
	Iteration 137Q: 3 clusters Score -4939084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -4939087.000000 Penalty: 5191.396973
	Iteration 138Q: 3 clusters Score -4939087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4939095.000000 Penalty: 5191.396973
	Iteration 139Q: 3 clusters Score -4939095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -4939092.000000 Penalty: 5191.396973
	Iteration 140F: 3 clusters Score -4939092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4939103.500000 Penalty: 5191.396973
	Iteration 141Q: 3 clusters Score -4939104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4939106.000000 Penalty: 5191.396973
	Iteration 142Q: 3 clusters Score -4939106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4939119.000000 Penalty: 5191.396973
	Iteration 143Q: 3 clusters Score -4939119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -4939121.000000 Penalty: 5191.396973
	Iteration 144Q: 3 clusters Score -4939121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4939129.500000 Penalty: 5191.396973
	Iteration 145Q: 3 clusters Score -4939130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4939132.500000 Penalty: 5191.396973
	Iteration 146Q: 3 clusters Score -4939132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -4939129.500000 Penalty: 5191.396973
	Iteration 147Q: 3 clusters Score -4939130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -4939126.000000 Penalty: 5191.396973
	Iteration 148Q: 3 clusters Score -4939126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -4939130.000000 Penalty: 5191.396973
	Iteration 149Q: 3 clusters Score -4939130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4939135.000000 Penalty: 5191.396973
	Iteration 150Q: 3 clusters Score -4939135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4939133.500000 Penalty: 5191.396973
	Iteration 151Q: 3 clusters Score -4939134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4939133.000000 Penalty: 5191.396973
	Iteration 152Q: 3 clusters Score -4939133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4939135.500000 Penalty: 5191.396973
	Iteration 153Q: 3 clusters Score -4939136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -4939138.500000 Penalty: 5191.396973
	Iteration 154Q: 3 clusters Score -4939138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -4939139.500000 Penalty: 5191.396973
	Iteration 155Q: 3 clusters Score -4939140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4939133.500000 Penalty: 5191.396973
	Iteration 156Q: 3 clusters Score -4939134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4939137.500000 Penalty: 5191.396973
	Iteration 157Q: 3 clusters Score -4939138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4939143.500000 Penalty: 5191.396973
	Iteration 158Q: 3 clusters Score -4939144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4939140.500000 Penalty: 5191.396973
	Iteration 159Q: 3 clusters Score -4939140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4939136.000000 Penalty: 5191.396973
	Iteration 160F: 3 clusters Score -4939136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4939137.000000 Penalty: 5191.396973
	Iteration 161Q: 3 clusters Score -4939137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -4939144.500000 Penalty: 5191.396973
	Iteration 162Q: 3 clusters Score -4939144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4939141.000000 Penalty: 5191.396973
	Iteration 163Q: 3 clusters Score -4939141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4939141.000000 Penalty: 5191.396973
	Iteration 164Q: 3 clusters Score -4939141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4939141.000000 Penalty: 5191.396973
	Iteration 165Q: 3 clusters Score -4939141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4939144.000000 Penalty: 5191.396973
	Iteration 166Q: 3 clusters Score -4939144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4939146.500000 Penalty: 5191.396973
	Iteration 167Q: 3 clusters Score -4939146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4939143.500000 Penalty: 5191.396973
	Iteration 168Q: 3 clusters Score -4939144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4939143.000000 Penalty: 5191.396973
	Iteration 169Q: 3 clusters Score -4939143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -4939143.500000 Penalty: 5191.396973
	Iteration 170Q: 3 clusters Score -4939144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4939141.500000 Penalty: 5191.396973
	Iteration 171Q: 3 clusters Score -4939142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -4939144.000000 Penalty: 5191.396973
	Iteration 172Q: 3 clusters Score -4939144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -4939147.500000 Penalty: 5191.396973
	Iteration 173Q: 3 clusters Score -4939148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -4939145.500000 Penalty: 5191.396973
	Iteration 174Q: 3 clusters Score -4939146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4939143.000000 Penalty: 5191.396973
	Iteration 175Q: 3 clusters Score -4939143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4939139.000000 Penalty: 5191.396973
	Iteration 176Q: 3 clusters Score -4939139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4939141.500000 Penalty: 5191.396973
	Iteration 177Q: 3 clusters Score -4939142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4939139.500000 Penalty: 5191.396973
	Iteration 178Q: 3 clusters Score -4939140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -4939139.500000 Penalty: 5191.396973
	Iteration 179F: 3 clusters Score -4939140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 2570 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 27801 members 
Mstep: Class 35 contains 9121 members 
Mstep: Class 36 contains 37562 members 
Mstep: Class 37 contains 31920 members 
Entering Unmasked Estep 
Score: -114954712.000000 Penalty: 124757.281250
Splitting cluster 19 changes total score from -114881992.000000 to -114954712.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (105667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105667 members 
Entering Unmasked Estep 
Score: -15669162.000000 Penalty: 2868.875732
	Iteration 0F: 2 clusters Score -1.566916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -15598811.000000 Penalty: 5737.751465
	Iteration 0F: 3 clusters Score -1.559881e+07 nChanged 50011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -15627836.000000 Penalty: 5737.751465
	Iteration 1F: 3 clusters Score -1.562784e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -15629040.000000 Penalty: 5737.751465
	Iteration 2Q: 3 clusters Score -1.562904e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -15630634.000000 Penalty: 5737.751465
	Iteration 3Q: 3 clusters Score -1.563063e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -15632908.000000 Penalty: 5737.751465
	Iteration 4Q: 3 clusters Score -1.563291e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -15635886.000000 Penalty: 5737.751465
	Iteration 5F: 3 clusters Score -1.563589e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 63711 members 
Entering Unmasked Estep 
Score: -15639379.000000 Penalty: 5737.751465
	Iteration 6F: 3 clusters Score -1.563938e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -15643100.000000 Penalty: 5737.751465
	Iteration 7F: 3 clusters Score -1.56431e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -15646502.000000 Penalty: 5737.751465
	Iteration 8F: 3 clusters Score -1.56465e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -15649420.000000 Penalty: 5737.751465
	Iteration 9Q: 3 clusters Score -1.564942e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 76079 members 
Entering Unmasked Estep 
Score: -15652065.000000 Penalty: 5737.751465
	Iteration 10Q: 3 clusters Score -1.565206e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -15654323.000000 Penalty: 5737.751465
	Iteration 11Q: 3 clusters Score -1.565432e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 81155 members 
Entering Unmasked Estep 
Score: -15656115.000000 Penalty: 5737.751465
	Iteration 12Q: 3 clusters Score -1.565612e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -15657418.000000 Penalty: 5737.751465
	Iteration 13Q: 3 clusters Score -1.565742e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -15658543.000000 Penalty: 5737.751465
	Iteration 14Q: 3 clusters Score -1.565854e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -15659514.000000 Penalty: 5737.751465
	Iteration 15Q: 3 clusters Score -1.565951e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -15660410.000000 Penalty: 5737.751465
	Iteration 16Q: 3 clusters Score -1.566041e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 91477 members 
Entering Unmasked Estep 
Score: -15661305.000000 Penalty: 5737.751465
	Iteration 17Q: 3 clusters Score -1.56613e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 93248 members 
Entering Unmasked Estep 
Score: -15662284.000000 Penalty: 5737.751465
	Iteration 18Q: 3 clusters Score -1.566228e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -15663192.000000 Penalty: 5737.751465
	Iteration 19Q: 3 clusters Score -1.566319e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 96226 members 
Entering Unmasked Estep 
Score: -15663942.000000 Penalty: 5737.751465
	Iteration 20F: 3 clusters Score -1.566394e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 97404 members 
Entering Unmasked Estep 
Score: -15664624.000000 Penalty: 5737.751465
	Iteration 21Q: 3 clusters Score -1.566462e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -15665153.000000 Penalty: 5737.751465
	Iteration 22Q: 3 clusters Score -1.566515e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 99113 members 
Entering Unmasked Estep 
Score: -15665596.000000 Penalty: 5737.751465
	Iteration 23Q: 3 clusters Score -1.56656e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -15665930.000000 Penalty: 5737.751465
	Iteration 24Q: 3 clusters Score -1.566593e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 100329 members 
Entering Unmasked Estep 
Score: -15666210.000000 Penalty: 5737.751465
	Iteration 25Q: 3 clusters Score -1.566621e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 100812 members 
Entering Unmasked Estep 
Score: -15666509.000000 Penalty: 5737.751465
	Iteration 26Q: 3 clusters Score -1.566651e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 101204 members 
Entering Unmasked Estep 
Score: -15666768.000000 Penalty: 5737.751465
	Iteration 27Q: 3 clusters Score -1.566677e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 101569 members 
Entering Unmasked Estep 
Score: -15666955.000000 Penalty: 5737.751465
	Iteration 28Q: 3 clusters Score -1.566696e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -15667204.000000 Penalty: 5737.751465
	Iteration 29Q: 3 clusters Score -1.56672e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 102168 members 
Entering Unmasked Estep 
Score: -15667343.000000 Penalty: 5737.751465
	Iteration 30Q: 3 clusters Score -1.566734e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -15667481.000000 Penalty: 5737.751465
	Iteration 31Q: 3 clusters Score -1.566748e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 102594 members 
Entering Unmasked Estep 
Score: -15667550.000000 Penalty: 5737.751465
	Iteration 32Q: 3 clusters Score -1.566755e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -15667600.000000 Penalty: 5737.751465
	Iteration 33Q: 3 clusters Score -1.56676e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 102927 members 
Entering Unmasked Estep 
Score: -15667673.000000 Penalty: 5737.751465
	Iteration 34Q: 3 clusters Score -1.566767e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 103056 members 
Entering Unmasked Estep 
Score: -15667707.000000 Penalty: 5737.751465
	Iteration 35Q: 3 clusters Score -1.566771e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -15667754.000000 Penalty: 5737.751465
	Iteration 36Q: 3 clusters Score -1.566775e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 103276 members 
Entering Unmasked Estep 
Score: -15667835.000000 Penalty: 5737.751465
	Iteration 37Q: 3 clusters Score -1.566784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 103357 members 
Entering Unmasked Estep 
Score: -15667851.000000 Penalty: 5737.751465
	Iteration 38Q: 3 clusters Score -1.566785e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -15667873.000000 Penalty: 5737.751465
	Iteration 39Q: 3 clusters Score -1.566787e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -15667900.000000 Penalty: 5737.751465
	Iteration 40F: 3 clusters Score -1.56679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -15667882.000000 Penalty: 5737.751465
	Iteration 41Q: 3 clusters Score -1.566788e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -15667889.000000 Penalty: 5737.751465
	Iteration 42Q: 3 clusters Score -1.566789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 103602 members 
Entering Unmasked Estep 
Score: -15667890.000000 Penalty: 5737.751465
	Iteration 43Q: 3 clusters Score -1.566789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -15667869.000000 Penalty: 5737.751465
	Iteration 44Q: 3 clusters Score -1.566787e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 103656 members 
Entering Unmasked Estep 
Score: -15667891.000000 Penalty: 5737.751465
	Iteration 45Q: 3 clusters Score -1.566789e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 103681 members 
Entering Unmasked Estep 
Score: -15667885.000000 Penalty: 5737.751465
	Iteration 46Q: 3 clusters Score -1.566788e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 103701 members 
Entering Unmasked Estep 
Score: -15667901.000000 Penalty: 5737.751465
	Iteration 47Q: 3 clusters Score -1.56679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 103716 members 
Entering Unmasked Estep 
Score: -15667901.000000 Penalty: 5737.751465
	Iteration 48Q: 3 clusters Score -1.56679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 103726 members 
Entering Unmasked Estep 
Score: -15667903.000000 Penalty: 5737.751465
	Iteration 49Q: 3 clusters Score -1.56679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 103737 members 
Entering Unmasked Estep 
Score: -15667901.000000 Penalty: 5737.751465
	Iteration 50Q: 3 clusters Score -1.56679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -15667905.000000 Penalty: 5737.751465
	Iteration 51Q: 3 clusters Score -1.56679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -15667911.000000 Penalty: 5737.751465
	Iteration 52Q: 3 clusters Score -1.566791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 103762 members 
Entering Unmasked Estep 
Score: -15667917.000000 Penalty: 5737.751465
	Iteration 53Q: 3 clusters Score -1.566792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -15667923.000000 Penalty: 5737.751465
	Iteration 54Q: 3 clusters Score -1.566792e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 103787 members 
Entering Unmasked Estep 
Score: -15667929.000000 Penalty: 5737.751465
	Iteration 55Q: 3 clusters Score -1.566793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 103796 members 
Entering Unmasked Estep 
Score: -15667937.000000 Penalty: 5737.751465
	Iteration 56Q: 3 clusters Score -1.566794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -15667925.000000 Penalty: 5737.751465
	Iteration 57Q: 3 clusters Score -1.566792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 103805 members 
Entering Unmasked Estep 
Score: -15667939.000000 Penalty: 5737.751465
	Iteration 58Q: 3 clusters Score -1.566794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -15667940.000000 Penalty: 5737.751465
	Iteration 59Q: 3 clusters Score -1.566794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 103820 members 
Entering Unmasked Estep 
Score: -15667938.000000 Penalty: 5737.751465
	Iteration 60F: 3 clusters Score -1.566794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -15667929.000000 Penalty: 5737.751465
	Iteration 61Q: 3 clusters Score -1.566793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 103834 members 
Entering Unmasked Estep 
Score: -15667942.000000 Penalty: 5737.751465
	Iteration 62Q: 3 clusters Score -1.566794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -15667946.000000 Penalty: 5737.751465
	Iteration 63Q: 3 clusters Score -1.566795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 103843 members 
Entering Unmasked Estep 
Score: -15667928.000000 Penalty: 5737.751465
	Iteration 64Q: 3 clusters Score -1.566793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -15667923.000000 Penalty: 5737.751465
	Iteration 65Q: 3 clusters Score -1.566792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 103851 members 
Entering Unmasked Estep 
Score: -15667918.000000 Penalty: 5737.751465
	Iteration 66Q: 3 clusters Score -1.566792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -15667923.000000 Penalty: 5737.751465
	Iteration 67Q: 3 clusters Score -1.566792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 103862 members 
Entering Unmasked Estep 
Score: -15667933.000000 Penalty: 5737.751465
	Iteration 68Q: 3 clusters Score -1.566793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -15667941.000000 Penalty: 5737.751465
	Iteration 69Q: 3 clusters Score -1.566794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -15667938.000000 Penalty: 5737.751465
	Iteration 70Q: 3 clusters Score -1.566794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -15667938.000000 Penalty: 5737.751465
	Iteration 71F: 3 clusters Score -1.566794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Entering Unmasked Estep 
Score: -3858373.000000 Penalty: 2522.974854
	Iteration 0F: 2 clusters Score -3858373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3840454.750000 Penalty: 5045.949707
	Iteration 0F: 3 clusters Score -3840455 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -3846719.000000 Penalty: 5045.949707
	Iteration 1F: 3 clusters Score -3846719 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3847299.750000 Penalty: 5045.949707
	Iteration 2F: 3 clusters Score -3847300 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3847902.500000 Penalty: 5045.949707
	Iteration 3Q: 3 clusters Score -3847902 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3848541.000000 Penalty: 5045.949707
	Iteration 4Q: 3 clusters Score -3848541 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3849249.250000 Penalty: 5045.949707
	Iteration 5Q: 3 clusters Score -3849249 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3850042.750000 Penalty: 5045.949707
	Iteration 6F: 3 clusters Score -3850043 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3850908.500000 Penalty: 5045.949707
	Iteration 7F: 3 clusters Score -3850908 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -3851763.500000 Penalty: 5045.949707
	Iteration 8Q: 3 clusters Score -3851764 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3852569.750000 Penalty: 5045.949707
	Iteration 9Q: 3 clusters Score -3852570 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -3853248.250000 Penalty: 5045.949707
	Iteration 10Q: 3 clusters Score -3853248 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3853834.500000 Penalty: 5045.949707
	Iteration 11Q: 3 clusters Score -3853834 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3854277.250000 Penalty: 5045.949707
	Iteration 12Q: 3 clusters Score -3854277 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3854618.750000 Penalty: 5045.949707
	Iteration 13Q: 3 clusters Score -3854619 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3854900.250000 Penalty: 5045.949707
	Iteration 14Q: 3 clusters Score -3854900 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3855160.250000 Penalty: 5045.949707
	Iteration 15Q: 3 clusters Score -3855160 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -3855345.500000 Penalty: 5045.949707
	Iteration 16Q: 3 clusters Score -3855346 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3855477.500000 Penalty: 5045.949707
	Iteration 17Q: 3 clusters Score -3855478 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3855587.250000 Penalty: 5045.949707
	Iteration 18Q: 3 clusters Score -3855587 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3855675.000000 Penalty: 5045.949707
	Iteration 19Q: 3 clusters Score -3855675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -3855728.500000 Penalty: 5045.949707
	Iteration 20F: 3 clusters Score -3855728 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3855800.000000 Penalty: 5045.949707
	Iteration 21Q: 3 clusters Score -3855800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3855865.500000 Penalty: 5045.949707
	Iteration 22Q: 3 clusters Score -3855866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3855920.000000 Penalty: 5045.949707
	Iteration 23Q: 3 clusters Score -3855920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3855960.750000 Penalty: 5045.949707
	Iteration 24Q: 3 clusters Score -3855961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3855998.000000 Penalty: 5045.949707
	Iteration 25Q: 3 clusters Score -3855998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3856033.250000 Penalty: 5045.949707
	Iteration 26Q: 3 clusters Score -3856033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3856063.250000 Penalty: 5045.949707
	Iteration 27Q: 3 clusters Score -3856063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3856086.750000 Penalty: 5045.949707
	Iteration 28Q: 3 clusters Score -3856087 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3856124.750000 Penalty: 5045.949707
	Iteration 29Q: 3 clusters Score -3856125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3856142.750000 Penalty: 5045.949707
	Iteration 30Q: 3 clusters Score -3856143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -3856177.000000 Penalty: 5045.949707
	Iteration 31Q: 3 clusters Score -3856177 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3856197.000000 Penalty: 5045.949707
	Iteration 32Q: 3 clusters Score -3856197 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3856219.500000 Penalty: 5045.949707
	Iteration 33Q: 3 clusters Score -3856220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3856236.750000 Penalty: 5045.949707
	Iteration 34Q: 3 clusters Score -3856237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3856253.250000 Penalty: 5045.949707
	Iteration 35Q: 3 clusters Score -3856253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3856261.250000 Penalty: 5045.949707
	Iteration 36Q: 3 clusters Score -3856261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3856272.250000 Penalty: 5045.949707
	Iteration 37Q: 3 clusters Score -3856272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3856287.750000 Penalty: 5045.949707
	Iteration 38Q: 3 clusters Score -3856288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3856295.750000 Penalty: 5045.949707
	Iteration 39Q: 3 clusters Score -3856296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3856301.000000 Penalty: 5045.949707
	Iteration 40F: 3 clusters Score -3856301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3856301.250000 Penalty: 5045.949707
	Iteration 41Q: 3 clusters Score -3856301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3856310.250000 Penalty: 5045.949707
	Iteration 42Q: 3 clusters Score -3856310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3856314.250000 Penalty: 5045.949707
	Iteration 43Q: 3 clusters Score -3856314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3856316.000000 Penalty: 5045.949707
	Iteration 44Q: 3 clusters Score -3856316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3856318.500000 Penalty: 5045.949707
	Iteration 45Q: 3 clusters Score -3856318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3856324.500000 Penalty: 5045.949707
	Iteration 46Q: 3 clusters Score -3856324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3856324.250000 Penalty: 5045.949707
	Iteration 47Q: 3 clusters Score -3856324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3856327.250000 Penalty: 5045.949707
	Iteration 48Q: 3 clusters Score -3856327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3856324.750000 Penalty: 5045.949707
	Iteration 49Q: 3 clusters Score -3856325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3856330.000000 Penalty: 5045.949707
	Iteration 50Q: 3 clusters Score -3856330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3856324.500000 Penalty: 5045.949707
	Iteration 51Q: 3 clusters Score -3856324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3856329.500000 Penalty: 5045.949707
	Iteration 52Q: 3 clusters Score -3856330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3856330.750000 Penalty: 5045.949707
	Iteration 53Q: 3 clusters Score -3856331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3856330.750000 Penalty: 5045.949707
	Iteration 54F: 3 clusters Score -3856331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -333343.062500 Penalty: 1947.212036
	Iteration 0F: 2 clusters Score -333343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -330489.812500 Penalty: 3894.424072
	Iteration 0F: 3 clusters Score -330489.8 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -331954.281250 Penalty: 3894.424072
	Iteration 1F: 3 clusters Score -331954.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333040.718750 Penalty: 3894.424072
	Iteration 2F: 3 clusters Score -333040.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -334250.281250 Penalty: 3894.424072
	Iteration 3F: 3 clusters Score -334250.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -335267.593750 Penalty: 3894.424072
	Iteration 4F: 3 clusters Score -335267.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -335894.687500 Penalty: 3894.424072
	Iteration 5F: 3 clusters Score -335894.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -336353.031250 Penalty: 3894.424072
	Iteration 6Q: 3 clusters Score -336353 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -336754.500000 Penalty: 3894.424072
	Iteration 7Q: 3 clusters Score -336754.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -336977.218750 Penalty: 3894.424072
	Iteration 8Q: 3 clusters Score -336977.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -337164.843750 Penalty: 3894.424072
	Iteration 9Q: 3 clusters Score -337164.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -337434.000000 Penalty: 3894.424072
	Iteration 10Q: 3 clusters Score -337434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -337580.281250 Penalty: 3894.424072
	Iteration 11Q: 3 clusters Score -337580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -337587.000000 Penalty: 3894.424072
	Iteration 12Q: 3 clusters Score -337587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -337601.250000 Penalty: 3894.424072
	Iteration 13F: 3 clusters Score -337601.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -337748.812500 Penalty: 3894.424072
	Iteration 14Q: 3 clusters Score -337748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -338181.093750 Penalty: 3894.424072
	Iteration 15Q: 3 clusters Score -338181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338248.000000 Penalty: 3894.424072
	Iteration 16Q: 3 clusters Score -338248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -338248.000000 Penalty: 3894.424072
	Iteration 17F: 3 clusters Score -338248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 1540 members 
Mstep: Class 23 contains 13244 members 
Mstep: Class 24 contains 75725 members 
Mstep: Class 25 contains 47572 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 53059 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 1904 members 
Mstep: Class 30 contains 28842 members 
Mstep: Class 31 contains 376 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 27801 members 
Mstep: Class 35 contains 9121 members 
Mstep: Class 36 contains 37562 members 
Mstep: Class 37 contains 31920 members 
Mstep: Class 38 contains 1030 members 
Entering Unmasked Estep 
Score: -114958616.000000 Penalty: 128129.093750
Splitting cluster 22 changes total score from -114881992.000000 to -114958616.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (13244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Entering Unmasked Estep 
Score: -1947887.000000 Penalty: 2353.842285
	Iteration 0F: 2 clusters Score -1947887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1938097.375000 Penalty: 4707.684570
	Iteration 0F: 3 clusters Score -1938097 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1941752.375000 Penalty: 4707.684570
	Iteration 1F: 3 clusters Score -1941752 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1942818.875000 Penalty: 4707.684570
	Iteration 2F: 3 clusters Score -1942819 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1943830.500000 Penalty: 4707.684570
	Iteration 3F: 3 clusters Score -1943830 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1944752.875000 Penalty: 4707.684570
	Iteration 4F: 3 clusters Score -1944753 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1945463.375000 Penalty: 4707.684570
	Iteration 5F: 3 clusters Score -1945463 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1945916.125000 Penalty: 4707.684570
	Iteration 6F: 3 clusters Score -1945916 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1946158.375000 Penalty: 4707.684570
	Iteration 7Q: 3 clusters Score -1946158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1946293.125000 Penalty: 4707.684570
	Iteration 8Q: 3 clusters Score -1946293 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1946377.875000 Penalty: 4707.684570
	Iteration 9Q: 3 clusters Score -1946378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1946439.000000 Penalty: 4707.684570
	Iteration 10Q: 3 clusters Score -1946439 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1946483.875000 Penalty: 4707.684570
	Iteration 11Q: 3 clusters Score -1946484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1946515.625000 Penalty: 4707.684570
	Iteration 12Q: 3 clusters Score -1946516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1946545.125000 Penalty: 4707.684570
	Iteration 13Q: 3 clusters Score -1946545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1946558.500000 Penalty: 4707.684570
	Iteration 14Q: 3 clusters Score -1946558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1946574.000000 Penalty: 4707.684570
	Iteration 15Q: 3 clusters Score -1946574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1946586.875000 Penalty: 4707.684570
	Iteration 16Q: 3 clusters Score -1946587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1946589.625000 Penalty: 4707.684570
	Iteration 17Q: 3 clusters Score -1946590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1946602.250000 Penalty: 4707.684570
	Iteration 18Q: 3 clusters Score -1946602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1946601.125000 Penalty: 4707.684570
	Iteration 19Q: 3 clusters Score -1946601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1946608.250000 Penalty: 4707.684570
	Iteration 20F: 3 clusters Score -1946608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1946610.000000 Penalty: 4707.684570
	Iteration 21Q: 3 clusters Score -1946610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1946607.000000 Penalty: 4707.684570
	Iteration 22Q: 3 clusters Score -1946607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1946611.875000 Penalty: 4707.684570
	Iteration 23Q: 3 clusters Score -1946612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1946610.750000 Penalty: 4707.684570
	Iteration 24Q: 3 clusters Score -1946611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1946609.875000 Penalty: 4707.684570
	Iteration 25Q: 3 clusters Score -1946610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1946615.375000 Penalty: 4707.684570
	Iteration 26Q: 3 clusters Score -1946615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1946610.375000 Penalty: 4707.684570
	Iteration 27Q: 3 clusters Score -1946610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1946609.000000 Penalty: 4707.684570
	Iteration 28Q: 3 clusters Score -1946609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1946609.875000 Penalty: 4707.684570
	Iteration 29Q: 3 clusters Score -1946610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1946614.250000 Penalty: 4707.684570
	Iteration 30Q: 3 clusters Score -1946614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1946615.875000 Penalty: 4707.684570
	Iteration 31Q: 3 clusters Score -1946616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1946614.250000 Penalty: 4707.684570
	Iteration 32Q: 3 clusters Score -1946614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1946615.125000 Penalty: 4707.684570
	Iteration 33Q: 3 clusters Score -1946615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1946617.250000 Penalty: 4707.684570
	Iteration 34Q: 3 clusters Score -1946617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1946612.750000 Penalty: 4707.684570
	Iteration 35Q: 3 clusters Score -1946613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1946613.375000 Penalty: 4707.684570
	Iteration 36Q: 3 clusters Score -1946613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1946613.500000 Penalty: 4707.684570
	Iteration 37Q: 3 clusters Score -1946614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1946616.375000 Penalty: 4707.684570
	Iteration 38Q: 3 clusters Score -1946616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1946615.500000 Penalty: 4707.684570
	Iteration 39Q: 3 clusters Score -1946616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1946613.875000 Penalty: 4707.684570
	Iteration 40F: 3 clusters Score -1946614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1946615.000000 Penalty: 4707.684570
	Iteration 41Q: 3 clusters Score -1946615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1946615.125000 Penalty: 4707.684570
	Iteration 42Q: 3 clusters Score -1946615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1946619.750000 Penalty: 4707.684570
	Iteration 43Q: 3 clusters Score -1946620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1946620.625000 Penalty: 4707.684570
	Iteration 44Q: 3 clusters Score -1946621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1946621.125000 Penalty: 4707.684570
	Iteration 45Q: 3 clusters Score -1946621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1946629.375000 Penalty: 4707.684570
	Iteration 46Q: 3 clusters Score -1946629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1946630.750000 Penalty: 4707.684570
	Iteration 47Q: 3 clusters Score -1946631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1946630.375000 Penalty: 4707.684570
	Iteration 48Q: 3 clusters Score -1946630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1946633.500000 Penalty: 4707.684570
	Iteration 49Q: 3 clusters Score -1946634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1946638.250000 Penalty: 4707.684570
	Iteration 50Q: 3 clusters Score -1946638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1946645.250000 Penalty: 4707.684570
	Iteration 51Q: 3 clusters Score -1946645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1946647.750000 Penalty: 4707.684570
	Iteration 52Q: 3 clusters Score -1946648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1946645.375000 Penalty: 4707.684570
	Iteration 53Q: 3 clusters Score -1946645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1946643.375000 Penalty: 4707.684570
	Iteration 54Q: 3 clusters Score -1946643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1946644.750000 Penalty: 4707.684570
	Iteration 55Q: 3 clusters Score -1946645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1946643.375000 Penalty: 4707.684570
	Iteration 56Q: 3 clusters Score -1946643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1946646.000000 Penalty: 4707.684570
	Iteration 57Q: 3 clusters Score -1946646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1946648.875000 Penalty: 4707.684570
	Iteration 58Q: 3 clusters Score -1946649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1946645.875000 Penalty: 4707.684570
	Iteration 59Q: 3 clusters Score -1946646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1946650.000000 Penalty: 4707.684570
	Iteration 60F: 3 clusters Score -1946650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1946650.625000 Penalty: 4707.684570
	Iteration 61Q: 3 clusters Score -1946651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1946651.875000 Penalty: 4707.684570
	Iteration 62Q: 3 clusters Score -1946652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1946653.625000 Penalty: 4707.684570
	Iteration 63Q: 3 clusters Score -1946654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1946651.125000 Penalty: 4707.684570
	Iteration 64Q: 3 clusters Score -1946651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1946651.125000 Penalty: 4707.684570
	Iteration 65F: 3 clusters Score -1946651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 198 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 14915 members 
Mstep: Class 3 contains 6540 members 
Mstep: Class 4 contains 49463 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 7572 members 
Mstep: Class 7 contains 674 members 
Mstep: Class 8 contains 300 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 12 contains 33985 members 
Mstep: Class 13 contains 10653 members 
Mstep: Class 14 contains 113174 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 23960 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 9183 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 105667 members 
Mstep: Class 21 contains 26194 members 
Mstep: Class 22 contains 1540 members 
Mstep: Class 23 contains 13244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -114982040.000000 Penalty: 128129.093750
Iteration 39Q: 39 clusters Score -1.14982e+08 nChanged 30366
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 14813 members 
Mstep: Class 3 contains 6736 members 
Mstep: Class 4 contains 51992 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 8270 members 
Mstep: Class 7 contains 726 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 5616 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6595 members 
Mstep: Class 12 contains 34340 members 
Mstep: Class 13 contains 10621 members 
Mstep: Class 14 contains 113817 members 
Mstep: Class 15 contains 9545 members 
Mstep: Class 16 contains 23919 members 
Mstep: Class 17 contains 24586 members 
Mstep: Class 18 contains 9582 members 
Mstep: Class 19 contains 3574 members 
Mstep: Class 20 contains 105343 members 
Mstep: Class 21 contains 26603 members 
Mstep: Class 22 contains 1765 members 
Mstep: Class 23 contains 13419 members 
Mstep: Class 24 contains 75868 members 
Mstep: Class 25 contains 46404 members 
Mstep: Class 26 contains 3374 members 
Mstep: Class 27 contains 50638 members 
Mstep: Class 28 contains 249 members 
Mstep: Class 29 contains 2136 members 
Mstep: Class 30 contains 27486 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 5752 members 
Mstep: Class 33 contains 6070 members 
Mstep: Class 34 contains 28178 members 
Mstep: Class 35 contains 9188 members 
Mstep: Class 36 contains 36523 members 
Mstep: Class 37 contains 29934 members 
Mstep: Class 38 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115003072.000000 Penalty: 128129.093750
Iteration 40F: 39 clusters Score -1.150031e+08 nChanged 24636
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14561 members 
Mstep: Class 3 contains 6811 members 
Mstep: Class 4 contains 53280 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 8582 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 299 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 32771 members 
Mstep: Class 13 contains 10112 members 
Mstep: Class 14 contains 111233 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 16 contains 22937 members 
Mstep: Class 17 contains 24047 members 
Mstep: Class 18 contains 9891 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 103950 members 
Mstep: Class 21 contains 26129 members 
Mstep: Class 22 contains 1946 members 
Mstep: Class 23 contains 13116 members 
Mstep: Class 24 contains 78596 members 
Mstep: Class 25 contains 46458 members 
Mstep: Class 26 contains 3635 members 
Mstep: Class 27 contains 51516 members 
Mstep: Class 28 contains 273 members 
Mstep: Class 29 contains 2614 members 
Mstep: Class 30 contains 27216 members 
Mstep: Class 31 contains 364 members 
Mstep: Class 32 contains 5866 members 
Mstep: Class 33 contains 6193 members 
Mstep: Class 34 contains 29392 members 
Mstep: Class 35 contains 9887 members 
Mstep: Class 36 contains 36345 members 
Mstep: Class 37 contains 29777 members 
Mstep: Class 38 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115011960.000000 Penalty: 128129.093750
Iteration 41Q: 39 clusters Score -1.15012e+08 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 54383 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 8953 members 
Mstep: Class 7 contains 739 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 31620 members 
Mstep: Class 13 contains 9709 members 
Mstep: Class 14 contains 109393 members 
Mstep: Class 15 contains 10181 members 
Mstep: Class 16 contains 22335 members 
Mstep: Class 17 contains 23757 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 103216 members 
Mstep: Class 21 contains 25807 members 
Mstep: Class 22 contains 2108 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 80075 members 
Mstep: Class 25 contains 46344 members 
Mstep: Class 26 contains 3761 members 
Mstep: Class 27 contains 52006 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 2877 members 
Mstep: Class 30 contains 26766 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 5962 members 
Mstep: Class 33 contains 6236 members 
Mstep: Class 34 contains 30268 members 
Mstep: Class 35 contains 10453 members 
Mstep: Class 36 contains 36038 members 
Mstep: Class 37 contains 29727 members 
Mstep: Class 38 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115016072.000000 Penalty: 128129.093750
Iteration 42Q: 39 clusters Score -1.150161e+08 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 55288 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 9322 members 
Mstep: Class 7 contains 745 members 
Mstep: Class 8 contains 316 members 
Mstep: Class 9 contains 6194 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6993 members 
Mstep: Class 12 contains 30751 members 
Mstep: Class 13 contains 9320 members 
Mstep: Class 14 contains 107902 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 16 contains 21851 members 
Mstep: Class 17 contains 23550 members 
Mstep: Class 18 contains 10352 members 
Mstep: Class 19 contains 3377 members 
Mstep: Class 20 contains 102770 members 
Mstep: Class 21 contains 25526 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 12842 members 
Mstep: Class 24 contains 81054 members 
Mstep: Class 25 contains 46208 members 
Mstep: Class 26 contains 3851 members 
Mstep: Class 27 contains 52399 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 26345 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6042 members 
Mstep: Class 33 contains 6258 members 
Mstep: Class 34 contains 30851 members 
Mstep: Class 35 contains 10942 members 
Mstep: Class 36 contains 35763 members 
Mstep: Class 37 contains 29786 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115019672.000000 Penalty: 128129.093750
Iteration 43Q: 39 clusters Score -1.150197e+08 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 14076 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 56097 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 9627 members 
Mstep: Class 7 contains 745 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 30118 members 
Mstep: Class 13 contains 8970 members 
Mstep: Class 14 contains 106698 members 
Mstep: Class 15 contains 10681 members 
Mstep: Class 16 contains 21444 members 
Mstep: Class 17 contains 23409 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 3366 members 
Mstep: Class 20 contains 102455 members 
Mstep: Class 21 contains 25282 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 12753 members 
Mstep: Class 24 contains 81752 members 
Mstep: Class 25 contains 46044 members 
Mstep: Class 26 contains 3919 members 
Mstep: Class 27 contains 52768 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 3178 members 
Mstep: Class 30 contains 25934 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6111 members 
Mstep: Class 33 contains 6280 members 
Mstep: Class 34 contains 31334 members 
Mstep: Class 35 contains 11278 members 
Mstep: Class 36 contains 35518 members 
Mstep: Class 37 contains 29894 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115023232.000000 Penalty: 128129.093750
Iteration 44Q: 39 clusters Score -1.150232e+08 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13969 members 
Mstep: Class 3 contains 7434 members 
Mstep: Class 4 contains 56782 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 9873 members 
Mstep: Class 7 contains 748 members 
Mstep: Class 8 contains 332 members 
Mstep: Class 9 contains 6484 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7201 members 
Mstep: Class 12 contains 29578 members 
Mstep: Class 13 contains 8628 members 
Mstep: Class 14 contains 105737 members 
Mstep: Class 15 contains 10840 members 
Mstep: Class 16 contains 21108 members 
Mstep: Class 17 contains 23329 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 102230 members 
Mstep: Class 21 contains 25054 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 82250 members 
Mstep: Class 25 contains 45879 members 
Mstep: Class 26 contains 3954 members 
Mstep: Class 27 contains 53108 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 3302 members 
Mstep: Class 30 contains 25502 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6186 members 
Mstep: Class 33 contains 6309 members 
Mstep: Class 34 contains 31718 members 
Mstep: Class 35 contains 11559 members 
Mstep: Class 36 contains 35338 members 
Mstep: Class 37 contains 30036 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115024992.000000 Penalty: 128129.093750
Iteration 45Q: 39 clusters Score -1.15025e+08 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 13891 members 
Mstep: Class 3 contains 7594 members 
Mstep: Class 4 contains 57337 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 10068 members 
Mstep: Class 7 contains 748 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 9 contains 6642 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7273 members 
Mstep: Class 12 contains 29143 members 
Mstep: Class 13 contains 8377 members 
Mstep: Class 14 contains 104978 members 
Mstep: Class 15 contains 10983 members 
Mstep: Class 16 contains 20810 members 
Mstep: Class 17 contains 23337 members 
Mstep: Class 18 contains 10704 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 102050 members 
Mstep: Class 21 contains 24833 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 12645 members 
Mstep: Class 24 contains 82634 members 
Mstep: Class 25 contains 45712 members 
Mstep: Class 26 contains 3982 members 
Mstep: Class 27 contains 53402 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 3395 members 
Mstep: Class 30 contains 25118 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6258 members 
Mstep: Class 33 contains 6329 members 
Mstep: Class 34 contains 31981 members 
Mstep: Class 35 contains 11720 members 
Mstep: Class 36 contains 35157 members 
Mstep: Class 37 contains 30224 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115026176.000000 Penalty: 128129.093750
Iteration 46Q: 39 clusters Score -1.150262e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13836 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 57817 members 
Mstep: Class 5 contains 1906 members 
Mstep: Class 6 contains 10246 members 
Mstep: Class 7 contains 748 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7352 members 
Mstep: Class 12 contains 28824 members 
Mstep: Class 13 contains 8221 members 
Mstep: Class 14 contains 104339 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 20532 members 
Mstep: Class 17 contains 23378 members 
Mstep: Class 18 contains 10771 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 101854 members 
Mstep: Class 21 contains 24623 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 12600 members 
Mstep: Class 24 contains 82964 members 
Mstep: Class 25 contains 45526 members 
Mstep: Class 26 contains 4000 members 
Mstep: Class 27 contains 53669 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 3465 members 
Mstep: Class 30 contains 24807 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6348 members 
Mstep: Class 33 contains 6354 members 
Mstep: Class 34 contains 32163 members 
Mstep: Class 35 contains 11843 members 
Mstep: Class 36 contains 35027 members 
Mstep: Class 37 contains 30270 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027032.000000 Penalty: 128129.093750
Iteration 47Q: 39 clusters Score -1.15027e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13806 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 58124 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 10427 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 28553 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 103782 members 
Mstep: Class 15 contains 11220 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 17 contains 23443 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 101810 members 
Mstep: Class 21 contains 24451 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 12563 members 
Mstep: Class 24 contains 83176 members 
Mstep: Class 25 contains 45369 members 
Mstep: Class 26 contains 4018 members 
Mstep: Class 27 contains 53905 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 3533 members 
Mstep: Class 30 contains 24503 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6424 members 
Mstep: Class 33 contains 6374 members 
Mstep: Class 34 contains 32294 members 
Mstep: Class 35 contains 11951 members 
Mstep: Class 36 contains 34899 members 
Mstep: Class 37 contains 30241 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115027792.000000 Penalty: 128129.093750
Iteration 48Q: 39 clusters Score -1.150278e+08 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 13795 members 
Mstep: Class 3 contains 8000 members 
Mstep: Class 4 contains 58410 members 
Mstep: Class 5 contains 1919 members 
Mstep: Class 6 contains 10606 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 354 members 
Mstep: Class 9 contains 7010 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7521 members 
Mstep: Class 12 contains 28317 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 103308 members 
Mstep: Class 15 contains 11293 members 
Mstep: Class 16 contains 20090 members 
Mstep: Class 17 contains 23521 members 
Mstep: Class 18 contains 10896 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 101782 members 
Mstep: Class 21 contains 24297 members 
Mstep: Class 22 contains 2675 members 
Mstep: Class 23 contains 12533 members 
Mstep: Class 24 contains 83358 members 
Mstep: Class 25 contains 45228 members 
Mstep: Class 26 contains 4028 members 
Mstep: Class 27 contains 54088 members 
Mstep: Class 28 contains 265 members 
Mstep: Class 29 contains 3566 members 
Mstep: Class 30 contains 24228 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6496 members 
Mstep: Class 33 contains 6386 members 
Mstep: Class 34 contains 32389 members 
Mstep: Class 35 contains 12021 members 
Mstep: Class 36 contains 34780 members 
Mstep: Class 37 contains 30189 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029184.000000 Penalty: 128129.093750
Iteration 49Q: 39 clusters Score -1.150292e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 58611 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 10759 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 7094 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7568 members 
Mstep: Class 12 contains 28130 members 
Mstep: Class 13 contains 8098 members 
Mstep: Class 14 contains 102879 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 16 contains 19893 members 
Mstep: Class 17 contains 23637 members 
Mstep: Class 18 contains 10959 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 101814 members 
Mstep: Class 21 contains 24181 members 
Mstep: Class 22 contains 2724 members 
Mstep: Class 23 contains 12514 members 
Mstep: Class 24 contains 83493 members 
Mstep: Class 25 contains 45111 members 
Mstep: Class 26 contains 4029 members 
Mstep: Class 27 contains 54283 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 3594 members 
Mstep: Class 30 contains 23951 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6556 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 32438 members 
Mstep: Class 35 contains 12076 members 
Mstep: Class 36 contains 34651 members 
Mstep: Class 37 contains 30169 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029144.000000 Penalty: 128129.093750
Iteration 50Q: 39 clusters Score -1.150291e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 58768 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 10872 members 
Mstep: Class 7 contains 760 members 
Mstep: Class 8 contains 358 members 
Mstep: Class 9 contains 7171 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7609 members 
Mstep: Class 12 contains 27953 members 
Mstep: Class 13 contains 8093 members 
Mstep: Class 14 contains 102511 members 
Mstep: Class 15 contains 11381 members 
Mstep: Class 16 contains 19717 members 
Mstep: Class 17 contains 23751 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 101860 members 
Mstep: Class 21 contains 24058 members 
Mstep: Class 22 contains 2766 members 
Mstep: Class 23 contains 12491 members 
Mstep: Class 24 contains 83644 members 
Mstep: Class 25 contains 45016 members 
Mstep: Class 26 contains 4036 members 
Mstep: Class 27 contains 54448 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 3627 members 
Mstep: Class 30 contains 23696 members 
Mstep: Class 31 contains 363 members 
Mstep: Class 32 contains 6618 members 
Mstep: Class 33 contains 6392 members 
Mstep: Class 34 contains 32491 members 
Mstep: Class 35 contains 12126 members 
Mstep: Class 36 contains 34564 members 
Mstep: Class 37 contains 30115 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115029808.000000 Penalty: 128129.093750
Iteration 51Q: 39 clusters Score -1.150298e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 8376 members 
Mstep: Class 4 contains 58913 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 10976 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 359 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7658 members 
Mstep: Class 12 contains 27809 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 102188 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 19575 members 
Mstep: Class 17 contains 23843 members 
Mstep: Class 18 contains 11035 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 101916 members 
Mstep: Class 21 contains 23958 members 
Mstep: Class 22 contains 2799 members 
Mstep: Class 23 contains 12477 members 
Mstep: Class 24 contains 83743 members 
Mstep: Class 25 contains 44928 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 54597 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 23443 members 
Mstep: Class 31 contains 364 members 
Mstep: Class 32 contains 6676 members 
Mstep: Class 33 contains 6391 members 
Mstep: Class 34 contains 32530 members 
Mstep: Class 35 contains 12160 members 
Mstep: Class 36 contains 34478 members 
Mstep: Class 37 contains 30050 members 
Mstep: Class 38 contains 1033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030360.000000 Penalty: 128129.093750
Iteration 52Q: 39 clusters Score -1.150304e+08 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 8508 members 
Mstep: Class 4 contains 59034 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 765 members 
Mstep: Class 8 contains 361 members 
Mstep: Class 9 contains 7358 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 27690 members 
Mstep: Class 13 contains 8091 members 
Mstep: Class 14 contains 101877 members 
Mstep: Class 15 contains 11458 members 
Mstep: Class 16 contains 19451 members 
Mstep: Class 17 contains 23969 members 
Mstep: Class 18 contains 11057 members 
Mstep: Class 19 contains 3526 members 
Mstep: Class 20 contains 101942 members 
Mstep: Class 21 contains 23876 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 12461 members 
Mstep: Class 24 contains 83801 members 
Mstep: Class 25 contains 44850 members 
Mstep: Class 26 contains 4038 members 
Mstep: Class 27 contains 54737 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 3692 members 
Mstep: Class 30 contains 23232 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 6729 members 
Mstep: Class 33 contains 6392 members 
Mstep: Class 34 contains 32538 members 
Mstep: Class 35 contains 12183 members 
Mstep: Class 36 contains 34397 members 
Mstep: Class 37 contains 30001 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030384.000000 Penalty: 128129.093750
Iteration 53Q: 39 clusters Score -1.150304e+08 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 8611 members 
Mstep: Class 4 contains 59106 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 11170 members 
Mstep: Class 7 contains 767 members 
Mstep: Class 8 contains 364 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7709 members 
Mstep: Class 12 contains 27597 members 
Mstep: Class 13 contains 8090 members 
Mstep: Class 14 contains 101603 members 
Mstep: Class 15 contains 11480 members 
Mstep: Class 16 contains 19338 members 
Mstep: Class 17 contains 24129 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 101987 members 
Mstep: Class 21 contains 23807 members 
Mstep: Class 22 contains 2844 members 
Mstep: Class 23 contains 12453 members 
Mstep: Class 24 contains 83869 members 
Mstep: Class 25 contains 44748 members 
Mstep: Class 26 contains 4039 members 
Mstep: Class 27 contains 54835 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 23029 members 
Mstep: Class 31 contains 365 members 
Mstep: Class 32 contains 6781 members 
Mstep: Class 33 contains 6394 members 
Mstep: Class 34 contains 32561 members 
Mstep: Class 35 contains 12211 members 
Mstep: Class 36 contains 34325 members 
Mstep: Class 37 contains 29984 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030456.000000 Penalty: 128129.093750
Iteration 54Q: 39 clusters Score -1.150305e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 59163 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 769 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 9 contains 7488 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7740 members 
Mstep: Class 12 contains 27520 members 
Mstep: Class 13 contains 8085 members 
Mstep: Class 14 contains 101352 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 19243 members 
Mstep: Class 17 contains 24266 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 101989 members 
Mstep: Class 21 contains 23750 members 
Mstep: Class 22 contains 2870 members 
Mstep: Class 23 contains 12442 members 
Mstep: Class 24 contains 83969 members 
Mstep: Class 25 contains 44673 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 54912 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 22844 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 6832 members 
Mstep: Class 33 contains 6395 members 
Mstep: Class 34 contains 32568 members 
Mstep: Class 35 contains 12231 members 
Mstep: Class 36 contains 34257 members 
Mstep: Class 37 contains 29957 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115030984.000000 Penalty: 128129.093750
Iteration 55Q: 39 clusters Score -1.15031e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 59202 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 11341 members 
Mstep: Class 7 contains 773 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 7552 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7771 members 
Mstep: Class 12 contains 27454 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 101138 members 
Mstep: Class 15 contains 11524 members 
Mstep: Class 16 contains 19155 members 
Mstep: Class 17 contains 24399 members 
Mstep: Class 18 contains 11142 members 
Mstep: Class 19 contains 3567 members 
Mstep: Class 20 contains 102018 members 
Mstep: Class 21 contains 23717 members 
Mstep: Class 22 contains 2900 members 
Mstep: Class 23 contains 12432 members 
Mstep: Class 24 contains 84045 members 
Mstep: Class 25 contains 44615 members 
Mstep: Class 26 contains 4049 members 
Mstep: Class 27 contains 54966 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3747 members 
Mstep: Class 30 contains 22656 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 6880 members 
Mstep: Class 33 contains 6396 members 
Mstep: Class 34 contains 32575 members 
Mstep: Class 35 contains 12239 members 
Mstep: Class 36 contains 34179 members 
Mstep: Class 37 contains 29932 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031056.000000 Penalty: 128129.093750
Iteration 56Q: 39 clusters Score -1.150311e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 8798 members 
Mstep: Class 4 contains 59210 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 11409 members 
Mstep: Class 7 contains 774 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 7599 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 27400 members 
Mstep: Class 13 contains 8077 members 
Mstep: Class 14 contains 100964 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 19075 members 
Mstep: Class 17 contains 24521 members 
Mstep: Class 18 contains 11151 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 102062 members 
Mstep: Class 21 contains 23678 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 12422 members 
Mstep: Class 24 contains 84115 members 
Mstep: Class 25 contains 44550 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 55028 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3757 members 
Mstep: Class 30 contains 22489 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 6924 members 
Mstep: Class 33 contains 6396 members 
Mstep: Class 34 contains 32561 members 
Mstep: Class 35 contains 12257 members 
Mstep: Class 36 contains 34120 members 
Mstep: Class 37 contains 29931 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031232.000000 Penalty: 128129.093750
Iteration 57Q: 39 clusters Score -1.150312e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 8854 members 
Mstep: Class 4 contains 59213 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 11453 members 
Mstep: Class 7 contains 775 members 
Mstep: Class 8 contains 370 members 
Mstep: Class 9 contains 7644 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7814 members 
Mstep: Class 12 contains 27349 members 
Mstep: Class 13 contains 8070 members 
Mstep: Class 14 contains 100820 members 
Mstep: Class 15 contains 11553 members 
Mstep: Class 16 contains 19017 members 
Mstep: Class 17 contains 24680 members 
Mstep: Class 18 contains 11165 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 102089 members 
Mstep: Class 21 contains 23638 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 12411 members 
Mstep: Class 24 contains 84171 members 
Mstep: Class 25 contains 44482 members 
Mstep: Class 26 contains 4055 members 
Mstep: Class 27 contains 55070 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3770 members 
Mstep: Class 30 contains 22312 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 6966 members 
Mstep: Class 33 contains 6395 members 
Mstep: Class 34 contains 32543 members 
Mstep: Class 35 contains 12278 members 
Mstep: Class 36 contains 34063 members 
Mstep: Class 37 contains 29936 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031376.000000 Penalty: 128129.093750
Iteration 58Q: 39 clusters Score -1.150314e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 59200 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 11490 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 372 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 27302 members 
Mstep: Class 13 contains 8066 members 
Mstep: Class 14 contains 100692 members 
Mstep: Class 15 contains 11554 members 
Mstep: Class 16 contains 18974 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 102113 members 
Mstep: Class 21 contains 23611 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 12409 members 
Mstep: Class 24 contains 84215 members 
Mstep: Class 25 contains 44416 members 
Mstep: Class 26 contains 4057 members 
Mstep: Class 27 contains 55069 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 22124 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7012 members 
Mstep: Class 33 contains 6396 members 
Mstep: Class 34 contains 32537 members 
Mstep: Class 35 contains 12305 members 
Mstep: Class 36 contains 34013 members 
Mstep: Class 37 contains 29960 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115031864.000000 Penalty: 128129.093750
Iteration 59Q: 39 clusters Score -1.150319e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 59193 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 11537 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 373 members 
Mstep: Class 9 contains 7732 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7907 members 
Mstep: Class 12 contains 27248 members 
Mstep: Class 13 contains 8064 members 
Mstep: Class 14 contains 100584 members 
Mstep: Class 15 contains 11557 members 
Mstep: Class 16 contains 18923 members 
Mstep: Class 17 contains 24990 members 
Mstep: Class 18 contains 11185 members 
Mstep: Class 19 contains 3587 members 
Mstep: Class 20 contains 102129 members 
Mstep: Class 21 contains 23597 members 
Mstep: Class 22 contains 3015 members 
Mstep: Class 23 contains 12407 members 
Mstep: Class 24 contains 84266 members 
Mstep: Class 25 contains 44366 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 55065 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3785 members 
Mstep: Class 30 contains 21925 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7050 members 
Mstep: Class 33 contains 6393 members 
Mstep: Class 34 contains 32531 members 
Mstep: Class 35 contains 12331 members 
Mstep: Class 36 contains 33958 members 
Mstep: Class 37 contains 29966 members 
Mstep: Class 38 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115032568.000000 Penalty: 128129.093750
Iteration 60F: 39 clusters Score -1.150326e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 13715 members 
Mstep: Class 3 contains 8961 members 
Mstep: Class 4 contains 59188 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 375 members 
Mstep: Class 9 contains 7757 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7950 members 
Mstep: Class 12 contains 27192 members 
Mstep: Class 13 contains 8061 members 
Mstep: Class 14 contains 100475 members 
Mstep: Class 15 contains 11560 members 
Mstep: Class 16 contains 18869 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 102141 members 
Mstep: Class 21 contains 23580 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 12406 members 
Mstep: Class 24 contains 84340 members 
Mstep: Class 25 contains 44327 members 
Mstep: Class 26 contains 4066 members 
Mstep: Class 27 contains 55062 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 3789 members 
Mstep: Class 30 contains 21749 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7091 members 
Mstep: Class 33 contains 6393 members 
Mstep: Class 34 contains 32546 members 
Mstep: Class 35 contains 12351 members 
Mstep: Class 36 contains 33913 members 
Mstep: Class 37 contains 29942 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033336.000000 Penalty: 128129.093750
Iteration 61Q: 39 clusters Score -1.150333e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 13713 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 59188 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 376 members 
Mstep: Class 9 contains 7774 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 27126 members 
Mstep: Class 13 contains 8060 members 
Mstep: Class 14 contains 100371 members 
Mstep: Class 15 contains 11559 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 102147 members 
Mstep: Class 21 contains 23571 members 
Mstep: Class 22 contains 3057 members 
Mstep: Class 23 contains 12400 members 
Mstep: Class 24 contains 84400 members 
Mstep: Class 25 contains 44308 members 
Mstep: Class 26 contains 4062 members 
Mstep: Class 27 contains 55072 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 3792 members 
Mstep: Class 30 contains 21564 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7132 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 32545 members 
Mstep: Class 35 contains 12376 members 
Mstep: Class 36 contains 33874 members 
Mstep: Class 37 contains 29927 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033376.000000 Penalty: 128129.093750
Iteration 62Q: 39 clusters Score -1.150334e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 9020 members 
Mstep: Class 4 contains 59180 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 11643 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 378 members 
Mstep: Class 9 contains 7789 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 27055 members 
Mstep: Class 13 contains 8058 members 
Mstep: Class 14 contains 100279 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18764 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 11186 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 102172 members 
Mstep: Class 21 contains 23558 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 12394 members 
Mstep: Class 24 contains 84438 members 
Mstep: Class 25 contains 44291 members 
Mstep: Class 26 contains 4054 members 
Mstep: Class 27 contains 55107 members 
Mstep: Class 28 contains 293 members 
Mstep: Class 29 contains 3800 members 
Mstep: Class 30 contains 21362 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7175 members 
Mstep: Class 33 contains 6389 members 
Mstep: Class 34 contains 32529 members 
Mstep: Class 35 contains 12400 members 
Mstep: Class 36 contains 33828 members 
Mstep: Class 37 contains 29929 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033696.000000 Penalty: 128129.093750
Iteration 63Q: 39 clusters Score -1.150337e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 9050 members 
Mstep: Class 4 contains 59169 members 
Mstep: Class 5 contains 1955 members 
Mstep: Class 6 contains 11666 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8017 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 100193 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 18712 members 
Mstep: Class 17 contains 25767 members 
Mstep: Class 18 contains 11180 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 102168 members 
Mstep: Class 21 contains 23558 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 12372 members 
Mstep: Class 24 contains 84512 members 
Mstep: Class 25 contains 44283 members 
Mstep: Class 26 contains 4048 members 
Mstep: Class 27 contains 55112 members 
Mstep: Class 28 contains 294 members 
Mstep: Class 29 contains 3803 members 
Mstep: Class 30 contains 21173 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7210 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 32518 members 
Mstep: Class 35 contains 12408 members 
Mstep: Class 36 contains 33771 members 
Mstep: Class 37 contains 29909 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033640.000000 Penalty: 128129.093750
Iteration 64Q: 39 clusters Score -1.150336e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 59156 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 11684 members 
Mstep: Class 7 contains 785 members 
Mstep: Class 8 contains 384 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 100113 members 
Mstep: Class 15 contains 11553 members 
Mstep: Class 16 contains 18668 members 
Mstep: Class 17 contains 25957 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 3623 members 
Mstep: Class 20 contains 102172 members 
Mstep: Class 21 contains 23550 members 
Mstep: Class 22 contains 3102 members 
Mstep: Class 23 contains 12357 members 
Mstep: Class 24 contains 84561 members 
Mstep: Class 25 contains 44268 members 
Mstep: Class 26 contains 4051 members 
Mstep: Class 27 contains 55133 members 
Mstep: Class 28 contains 296 members 
Mstep: Class 29 contains 3805 members 
Mstep: Class 30 contains 20974 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7233 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 32513 members 
Mstep: Class 35 contains 12442 members 
Mstep: Class 36 contains 33711 members 
Mstep: Class 37 contains 29881 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115033864.000000 Penalty: 128129.093750
Iteration 65Q: 39 clusters Score -1.150339e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 9112 members 
Mstep: Class 4 contains 59148 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 11693 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 7915 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 26925 members 
Mstep: Class 13 contains 8049 members 
Mstep: Class 14 contains 100033 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 18625 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 11166 members 
Mstep: Class 19 contains 3629 members 
Mstep: Class 20 contains 102158 members 
Mstep: Class 21 contains 23536 members 
Mstep: Class 22 contains 3111 members 
Mstep: Class 23 contains 12346 members 
Mstep: Class 24 contains 84609 members 
Mstep: Class 25 contains 44257 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 55154 members 
Mstep: Class 28 contains 298 members 
Mstep: Class 29 contains 3802 members 
Mstep: Class 30 contains 20720 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7260 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 32513 members 
Mstep: Class 35 contains 12457 members 
Mstep: Class 36 contains 33658 members 
Mstep: Class 37 contains 29847 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034240.000000 Penalty: 128129.093750
Iteration 66Q: 39 clusters Score -1.150342e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 9124 members 
Mstep: Class 4 contains 59143 members 
Mstep: Class 5 contains 2001 members 
Mstep: Class 6 contains 11709 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 12 contains 26895 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 99960 members 
Mstep: Class 15 contains 11576 members 
Mstep: Class 16 contains 18586 members 
Mstep: Class 17 contains 26469 members 
Mstep: Class 18 contains 11149 members 
Mstep: Class 19 contains 3636 members 
Mstep: Class 20 contains 102114 members 
Mstep: Class 21 contains 23520 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 12332 members 
Mstep: Class 24 contains 84680 members 
Mstep: Class 25 contains 44254 members 
Mstep: Class 26 contains 4032 members 
Mstep: Class 27 contains 55160 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3806 members 
Mstep: Class 30 contains 20484 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7285 members 
Mstep: Class 33 contains 6390 members 
Mstep: Class 34 contains 32515 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 33603 members 
Mstep: Class 37 contains 29791 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034616.000000 Penalty: 128129.093750
Iteration 67Q: 39 clusters Score -1.150346e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 3 contains 9145 members 
Mstep: Class 4 contains 59137 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 11714 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 8039 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 26874 members 
Mstep: Class 13 contains 8043 members 
Mstep: Class 14 contains 99901 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 18542 members 
Mstep: Class 17 contains 26725 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 102087 members 
Mstep: Class 21 contains 23515 members 
Mstep: Class 22 contains 3122 members 
Mstep: Class 23 contains 12310 members 
Mstep: Class 24 contains 84735 members 
Mstep: Class 25 contains 44242 members 
Mstep: Class 26 contains 4042 members 
Mstep: Class 27 contains 55168 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3808 members 
Mstep: Class 30 contains 20237 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7306 members 
Mstep: Class 33 contains 6389 members 
Mstep: Class 34 contains 32511 members 
Mstep: Class 35 contains 12452 members 
Mstep: Class 36 contains 33552 members 
Mstep: Class 37 contains 29747 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034712.000000 Penalty: 128129.093750
Iteration 68Q: 39 clusters Score -1.150347e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13680 members 
Mstep: Class 3 contains 9157 members 
Mstep: Class 4 contains 59128 members 
Mstep: Class 5 contains 2036 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 8098 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 26849 members 
Mstep: Class 13 contains 8038 members 
Mstep: Class 14 contains 99848 members 
Mstep: Class 15 contains 11584 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 11091 members 
Mstep: Class 19 contains 3654 members 
Mstep: Class 20 contains 102067 members 
Mstep: Class 21 contains 23507 members 
Mstep: Class 22 contains 3129 members 
Mstep: Class 23 contains 12292 members 
Mstep: Class 24 contains 84788 members 
Mstep: Class 25 contains 44239 members 
Mstep: Class 26 contains 4046 members 
Mstep: Class 27 contains 55182 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3809 members 
Mstep: Class 30 contains 20018 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7321 members 
Mstep: Class 33 contains 6389 members 
Mstep: Class 34 contains 32499 members 
Mstep: Class 35 contains 12452 members 
Mstep: Class 36 contains 33491 members 
Mstep: Class 37 contains 29702 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115034968.000000 Penalty: 128129.093750
Iteration 69Q: 39 clusters Score -1.15035e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9167 members 
Mstep: Class 4 contains 59122 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 11726 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 386 members 
Mstep: Class 9 contains 8170 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8198 members 
Mstep: Class 12 contains 26821 members 
Mstep: Class 13 contains 8035 members 
Mstep: Class 14 contains 99808 members 
Mstep: Class 15 contains 11587 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 27227 members 
Mstep: Class 18 contains 11048 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 102039 members 
Mstep: Class 21 contains 23496 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 12280 members 
Mstep: Class 24 contains 84823 members 
Mstep: Class 25 contains 44233 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 55187 members 
Mstep: Class 28 contains 300 members 
Mstep: Class 29 contains 3812 members 
Mstep: Class 30 contains 19787 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7341 members 
Mstep: Class 33 contains 6388 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 12454 members 
Mstep: Class 36 contains 33426 members 
Mstep: Class 37 contains 29672 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035288.000000 Penalty: 128129.093750
Iteration 70Q: 39 clusters Score -1.150353e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9185 members 
Mstep: Class 4 contains 59123 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 11724 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 26801 members 
Mstep: Class 13 contains 8033 members 
Mstep: Class 14 contains 99766 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 18464 members 
Mstep: Class 17 contains 27491 members 
Mstep: Class 18 contains 11022 members 
Mstep: Class 19 contains 3651 members 
Mstep: Class 20 contains 102012 members 
Mstep: Class 21 contains 23491 members 
Mstep: Class 22 contains 3145 members 
Mstep: Class 23 contains 12270 members 
Mstep: Class 24 contains 84836 members 
Mstep: Class 25 contains 44218 members 
Mstep: Class 26 contains 4045 members 
Mstep: Class 27 contains 55185 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3813 members 
Mstep: Class 30 contains 19533 members 
Mstep: Class 31 contains 367 members 
Mstep: Class 32 contains 7356 members 
Mstep: Class 33 contains 6388 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 12453 members 
Mstep: Class 36 contains 33351 members 
Mstep: Class 37 contains 29652 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035728.000000 Penalty: 128129.093750
Iteration 71Q: 39 clusters Score -1.150357e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 13668 members 
Mstep: Class 3 contains 9209 members 
Mstep: Class 4 contains 59135 members 
Mstep: Class 5 contains 2082 members 
Mstep: Class 6 contains 11732 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 8348 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8252 members 
Mstep: Class 12 contains 26777 members 
Mstep: Class 13 contains 8032 members 
Mstep: Class 14 contains 99720 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 18455 members 
Mstep: Class 17 contains 27721 members 
Mstep: Class 18 contains 11003 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 101976 members 
Mstep: Class 21 contains 23491 members 
Mstep: Class 22 contains 3148 members 
Mstep: Class 23 contains 12259 members 
Mstep: Class 24 contains 84849 members 
Mstep: Class 25 contains 44203 members 
Mstep: Class 26 contains 4047 members 
Mstep: Class 27 contains 55192 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3813 members 
Mstep: Class 30 contains 19270 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7366 members 
Mstep: Class 33 contains 6388 members 
Mstep: Class 34 contains 32491 members 
Mstep: Class 35 contains 12452 members 
Mstep: Class 36 contains 33286 members 
Mstep: Class 37 contains 29638 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035784.000000 Penalty: 128129.093750
Iteration 72Q: 39 clusters Score -1.150358e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 9238 members 
Mstep: Class 4 contains 59150 members 
Mstep: Class 5 contains 2092 members 
Mstep: Class 6 contains 11739 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 26757 members 
Mstep: Class 13 contains 8029 members 
Mstep: Class 14 contains 99681 members 
Mstep: Class 15 contains 11585 members 
Mstep: Class 16 contains 18440 members 
Mstep: Class 17 contains 27929 members 
Mstep: Class 18 contains 10991 members 
Mstep: Class 19 contains 3663 members 
Mstep: Class 20 contains 101935 members 
Mstep: Class 21 contains 23486 members 
Mstep: Class 22 contains 3155 members 
Mstep: Class 23 contains 12249 members 
Mstep: Class 24 contains 84864 members 
Mstep: Class 25 contains 44192 members 
Mstep: Class 26 contains 4047 members 
Mstep: Class 27 contains 55196 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3816 members 
Mstep: Class 30 contains 19093 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7381 members 
Mstep: Class 33 contains 6389 members 
Mstep: Class 34 contains 32481 members 
Mstep: Class 35 contains 12440 members 
Mstep: Class 36 contains 33221 members 
Mstep: Class 37 contains 29627 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115035776.000000 Penalty: 128129.093750
Iteration 73Q: 39 clusters Score -1.150358e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 13651 members 
Mstep: Class 3 contains 9258 members 
Mstep: Class 4 contains 59178 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 11755 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 8450 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 12 contains 26737 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 99634 members 
Mstep: Class 15 contains 11577 members 
Mstep: Class 16 contains 18420 members 
Mstep: Class 17 contains 28160 members 
Mstep: Class 18 contains 10987 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 101910 members 
Mstep: Class 21 contains 23478 members 
Mstep: Class 22 contains 3164 members 
Mstep: Class 23 contains 12245 members 
Mstep: Class 24 contains 84867 members 
Mstep: Class 25 contains 44183 members 
Mstep: Class 26 contains 4048 members 
Mstep: Class 27 contains 55211 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3823 members 
Mstep: Class 30 contains 18888 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7400 members 
Mstep: Class 33 contains 6387 members 
Mstep: Class 34 contains 32478 members 
Mstep: Class 35 contains 12428 members 
Mstep: Class 36 contains 33157 members 
Mstep: Class 37 contains 29588 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036256.000000 Penalty: 128129.093750
Iteration 74Q: 39 clusters Score -1.150363e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 13642 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 59196 members 
Mstep: Class 5 contains 2102 members 
Mstep: Class 6 contains 11765 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 387 members 
Mstep: Class 9 contains 8527 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8291 members 
Mstep: Class 12 contains 26721 members 
Mstep: Class 13 contains 8023 members 
Mstep: Class 14 contains 99587 members 
Mstep: Class 15 contains 11571 members 
Mstep: Class 16 contains 18408 members 
Mstep: Class 17 contains 28425 members 
Mstep: Class 18 contains 10969 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 101856 members 
Mstep: Class 21 contains 23476 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 12245 members 
Mstep: Class 24 contains 84886 members 
Mstep: Class 25 contains 44160 members 
Mstep: Class 26 contains 4044 members 
Mstep: Class 27 contains 55217 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3824 members 
Mstep: Class 30 contains 18704 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7429 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 12405 members 
Mstep: Class 36 contains 33088 members 
Mstep: Class 37 contains 29541 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036440.000000 Penalty: 128129.093750
Iteration 75Q: 39 clusters Score -1.150364e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 13639 members 
Mstep: Class 3 contains 9283 members 
Mstep: Class 4 contains 59227 members 
Mstep: Class 5 contains 2104 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 388 members 
Mstep: Class 9 contains 8593 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8300 members 
Mstep: Class 12 contains 26695 members 
Mstep: Class 13 contains 8020 members 
Mstep: Class 14 contains 99532 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 18393 members 
Mstep: Class 17 contains 28692 members 
Mstep: Class 18 contains 10946 members 
Mstep: Class 19 contains 3683 members 
Mstep: Class 20 contains 101805 members 
Mstep: Class 21 contains 23476 members 
Mstep: Class 22 contains 3179 members 
Mstep: Class 23 contains 12247 members 
Mstep: Class 24 contains 84883 members 
Mstep: Class 25 contains 44148 members 
Mstep: Class 26 contains 4041 members 
Mstep: Class 27 contains 55260 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3824 members 
Mstep: Class 30 contains 18496 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32488 members 
Mstep: Class 35 contains 12383 members 
Mstep: Class 36 contains 33031 members 
Mstep: Class 37 contains 29493 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036240.000000 Penalty: 128129.093750
Iteration 76Q: 39 clusters Score -1.150362e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 9297 members 
Mstep: Class 4 contains 59264 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11803 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8309 members 
Mstep: Class 12 contains 26674 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99484 members 
Mstep: Class 15 contains 11560 members 
Mstep: Class 16 contains 18377 members 
Mstep: Class 17 contains 28931 members 
Mstep: Class 18 contains 10931 members 
Mstep: Class 19 contains 3686 members 
Mstep: Class 20 contains 101743 members 
Mstep: Class 21 contains 23469 members 
Mstep: Class 22 contains 3184 members 
Mstep: Class 23 contains 12248 members 
Mstep: Class 24 contains 84906 members 
Mstep: Class 25 contains 44138 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55297 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3822 members 
Mstep: Class 30 contains 18317 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7471 members 
Mstep: Class 33 contains 6379 members 
Mstep: Class 34 contains 32478 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 32960 members 
Mstep: Class 37 contains 29453 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036088.000000 Penalty: 128129.093750
Iteration 77Q: 39 clusters Score -1.150361e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 59296 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 393 members 
Mstep: Class 9 contains 8709 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 26659 members 
Mstep: Class 13 contains 8017 members 
Mstep: Class 14 contains 99444 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18376 members 
Mstep: Class 17 contains 29192 members 
Mstep: Class 18 contains 10915 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 101634 members 
Mstep: Class 21 contains 23469 members 
Mstep: Class 22 contains 3187 members 
Mstep: Class 23 contains 12247 members 
Mstep: Class 24 contains 84907 members 
Mstep: Class 25 contains 44132 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55326 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3823 members 
Mstep: Class 30 contains 18137 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7491 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32474 members 
Mstep: Class 35 contains 12340 members 
Mstep: Class 36 contains 32912 members 
Mstep: Class 37 contains 29399 members 
Mstep: Class 38 contains 1035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115036304.000000 Penalty: 128129.093750
Iteration 78Q: 39 clusters Score -1.150363e+08 nChanged 1167
Entering ConstructFrom: 
Score: -115036304.000000 Penalty: 128129.093750
Entering ConstructFrom: 
Trying to split cluster 1 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -801705.687500 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -801705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -796438.375000 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -796438.4 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -798036.812500 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -798036.8 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -798697.437500 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -798697.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -799432.937500 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -799432.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -800223.562500 Penalty: 4325.186523
	Iteration 4F: 3 clusters Score -800223.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -800827.312500 Penalty: 4325.186523
	Iteration 5F: 3 clusters Score -800827.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -801173.812500 Penalty: 4325.186523
	Iteration 6F: 3 clusters Score -801173.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -801366.187500 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -801366.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -801485.250000 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -801485.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -801570.000000 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -801570 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -801612.875000 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -801612.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -801638.437500 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -801638.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -801653.062500 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -801653.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -801662.437500 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -801662.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -801672.187500 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -801672.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -801688.000000 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -801688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -801695.687500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -801695.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -801702.062500 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -801702.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -801708.375000 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -801708.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -801716.250000 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -801716.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -801728.500000 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -801728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -801735.312500 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -801735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -801742.562500 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -801742.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -801751.375000 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -801751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -801753.812500 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -801753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -801758.875000 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -801758.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -801761.437500 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -801761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -801765.125000 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -801765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -801767.375000 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -801767.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -801769.375000 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -801769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -801769.812500 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -801769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -801771.250000 Penalty: 4325.186523
	Iteration 31Q: 3 clusters Score -801771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -801775.500000 Penalty: 4325.186523
	Iteration 32Q: 3 clusters Score -801775.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -801782.562500 Penalty: 4325.186523
	Iteration 33Q: 3 clusters Score -801782.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -801789.750000 Penalty: 4325.186523
	Iteration 34Q: 3 clusters Score -801789.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -801804.062500 Penalty: 4325.186523
	Iteration 35Q: 3 clusters Score -801804.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -801820.312500 Penalty: 4325.186523
	Iteration 36Q: 3 clusters Score -801820.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -801839.687500 Penalty: 4325.186523
	Iteration 37Q: 3 clusters Score -801839.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -801862.062500 Penalty: 4325.186523
	Iteration 38Q: 3 clusters Score -801862.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -801890.500000 Penalty: 4325.186523
	Iteration 39Q: 3 clusters Score -801890.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -801943.187500 Penalty: 4325.186523
	Iteration 40F: 3 clusters Score -801943.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -802009.000000 Penalty: 4325.186523
	Iteration 41Q: 3 clusters Score -802009 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -802061.250000 Penalty: 4325.186523
	Iteration 42Q: 3 clusters Score -802061.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -802101.250000 Penalty: 4325.186523
	Iteration 43Q: 3 clusters Score -802101.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -802134.000000 Penalty: 4325.186523
	Iteration 44Q: 3 clusters Score -802134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -802153.250000 Penalty: 4325.186523
	Iteration 45Q: 3 clusters Score -802153.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -802177.625000 Penalty: 4325.186523
	Iteration 46Q: 3 clusters Score -802177.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -802201.937500 Penalty: 4325.186523
	Iteration 47Q: 3 clusters Score -802201.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -802219.125000 Penalty: 4325.186523
	Iteration 48Q: 3 clusters Score -802219.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -802234.687500 Penalty: 4325.186523
	Iteration 49Q: 3 clusters Score -802234.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -802243.875000 Penalty: 4325.186523
	Iteration 50Q: 3 clusters Score -802243.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -802247.250000 Penalty: 4325.186523
	Iteration 51Q: 3 clusters Score -802247.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -802249.062500 Penalty: 4325.186523
	Iteration 52Q: 3 clusters Score -802249.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -802253.125000 Penalty: 4325.186523
	Iteration 53Q: 3 clusters Score -802253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -802254.687500 Penalty: 4325.186523
	Iteration 54Q: 3 clusters Score -802254.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -802257.125000 Penalty: 4325.186523
	Iteration 55Q: 3 clusters Score -802257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -802257.375000 Penalty: 4325.186523
	Iteration 56Q: 3 clusters Score -802257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -802258.812500 Penalty: 4325.186523
	Iteration 57Q: 3 clusters Score -802258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -802259.125000 Penalty: 4325.186523
	Iteration 58Q: 3 clusters Score -802259.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -802258.187500 Penalty: 4325.186523
	Iteration 59Q: 3 clusters Score -802258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -802265.312500 Penalty: 4325.186523
	Iteration 60F: 3 clusters Score -802265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -802270.187500 Penalty: 4325.186523
	Iteration 61Q: 3 clusters Score -802270.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -802271.437500 Penalty: 4325.186523
	Iteration 62Q: 3 clusters Score -802271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -802272.000000 Penalty: 4325.186523
	Iteration 63Q: 3 clusters Score -802272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -802273.687500 Penalty: 4325.186523
	Iteration 64Q: 3 clusters Score -802273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -802275.937500 Penalty: 4325.186523
	Iteration 65Q: 3 clusters Score -802275.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -802276.875000 Penalty: 4325.186523
	Iteration 66Q: 3 clusters Score -802276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -802277.750000 Penalty: 4325.186523
	Iteration 67Q: 3 clusters Score -802277.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -802277.375000 Penalty: 4325.186523
	Iteration 68Q: 3 clusters Score -802277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -802277.375000 Penalty: 4325.186523
	Iteration 69F: 3 clusters Score -802277.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 2776 members 
Entering Unmasked Estep 
Score: -115036072.000000 Penalty: 131500.921875
Splitting cluster 1 changes total score from -115036304.000000 to -115036072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Entering Unmasked Estep 
Score: -2014106.375000 Penalty: 2361.148926
	Iteration 0F: 2 clusters Score -2014106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2004044.250000 Penalty: 4722.297852
	Iteration 0F: 3 clusters Score -2004044 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2007311.875000 Penalty: 4722.297852
	Iteration 1F: 3 clusters Score -2007312 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2007868.625000 Penalty: 4722.297852
	Iteration 2F: 3 clusters Score -2007869 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2008353.750000 Penalty: 4722.297852
	Iteration 3F: 3 clusters Score -2008354 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2008810.375000 Penalty: 4722.297852
	Iteration 4F: 3 clusters Score -2008810 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2009215.125000 Penalty: 4722.297852
	Iteration 5F: 3 clusters Score -2009215 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2009623.250000 Penalty: 4722.297852
	Iteration 6F: 3 clusters Score -2009623 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2009947.125000 Penalty: 4722.297852
	Iteration 7Q: 3 clusters Score -2009947 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2010196.000000 Penalty: 4722.297852
	Iteration 8Q: 3 clusters Score -2010196 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2010409.125000 Penalty: 4722.297852
	Iteration 9Q: 3 clusters Score -2010409 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2010576.000000 Penalty: 4722.297852
	Iteration 10Q: 3 clusters Score -2010576 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2010696.500000 Penalty: 4722.297852
	Iteration 11Q: 3 clusters Score -2010696 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2010806.750000 Penalty: 4722.297852
	Iteration 12Q: 3 clusters Score -2010807 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2010883.875000 Penalty: 4722.297852
	Iteration 13Q: 3 clusters Score -2010884 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2010961.625000 Penalty: 4722.297852
	Iteration 14Q: 3 clusters Score -2010962 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2011020.750000 Penalty: 4722.297852
	Iteration 15Q: 3 clusters Score -2011021 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2011057.125000 Penalty: 4722.297852
	Iteration 16Q: 3 clusters Score -2011057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2011098.625000 Penalty: 4722.297852
	Iteration 17Q: 3 clusters Score -2011099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2011131.000000 Penalty: 4722.297852
	Iteration 18Q: 3 clusters Score -2011131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2011162.875000 Penalty: 4722.297852
	Iteration 19Q: 3 clusters Score -2011163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2011188.250000 Penalty: 4722.297852
	Iteration 20F: 3 clusters Score -2011188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2011210.750000 Penalty: 4722.297852
	Iteration 21Q: 3 clusters Score -2011211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2011220.500000 Penalty: 4722.297852
	Iteration 22Q: 3 clusters Score -2011220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2011231.000000 Penalty: 4722.297852
	Iteration 23Q: 3 clusters Score -2011231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2011243.875000 Penalty: 4722.297852
	Iteration 24Q: 3 clusters Score -2011244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2011249.875000 Penalty: 4722.297852
	Iteration 25Q: 3 clusters Score -2011250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2011252.125000 Penalty: 4722.297852
	Iteration 26Q: 3 clusters Score -2011252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2011256.500000 Penalty: 4722.297852
	Iteration 27Q: 3 clusters Score -2011256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2011257.125000 Penalty: 4722.297852
	Iteration 28Q: 3 clusters Score -2011257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2011265.500000 Penalty: 4722.297852
	Iteration 29Q: 3 clusters Score -2011266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2011269.750000 Penalty: 4722.297852
	Iteration 30Q: 3 clusters Score -2011270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2011276.125000 Penalty: 4722.297852
	Iteration 31Q: 3 clusters Score -2011276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2011278.500000 Penalty: 4722.297852
	Iteration 32Q: 3 clusters Score -2011278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2011289.125000 Penalty: 4722.297852
	Iteration 33Q: 3 clusters Score -2011289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2011291.750000 Penalty: 4722.297852
	Iteration 34Q: 3 clusters Score -2011292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2011290.500000 Penalty: 4722.297852
	Iteration 35Q: 3 clusters Score -2011290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -2011289.250000 Penalty: 4722.297852
	Iteration 36Q: 3 clusters Score -2011289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -2011290.375000 Penalty: 4722.297852
	Iteration 37Q: 3 clusters Score -2011290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2011288.125000 Penalty: 4722.297852
	Iteration 38Q: 3 clusters Score -2011288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2011290.625000 Penalty: 4722.297852
	Iteration 39Q: 3 clusters Score -2011291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2011289.875000 Penalty: 4722.297852
	Iteration 40F: 3 clusters Score -2011290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2011289.250000 Penalty: 4722.297852
	Iteration 41Q: 3 clusters Score -2011289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2011294.500000 Penalty: 4722.297852
	Iteration 42Q: 3 clusters Score -2011294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2011293.750000 Penalty: 4722.297852
	Iteration 43Q: 3 clusters Score -2011294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -2011291.875000 Penalty: 4722.297852
	Iteration 44Q: 3 clusters Score -2011292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2011290.875000 Penalty: 4722.297852
	Iteration 45Q: 3 clusters Score -2011291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2011297.500000 Penalty: 4722.297852
	Iteration 46Q: 3 clusters Score -2011298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2011299.750000 Penalty: 4722.297852
	Iteration 47Q: 3 clusters Score -2011300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2011303.125000 Penalty: 4722.297852
	Iteration 48Q: 3 clusters Score -2011303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2011308.500000 Penalty: 4722.297852
	Iteration 49Q: 3 clusters Score -2011308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2011309.375000 Penalty: 4722.297852
	Iteration 50Q: 3 clusters Score -2011309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2011310.125000 Penalty: 4722.297852
	Iteration 51Q: 3 clusters Score -2011310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2011310.250000 Penalty: 4722.297852
	Iteration 52Q: 3 clusters Score -2011310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2011309.750000 Penalty: 4722.297852
	Iteration 53Q: 3 clusters Score -2011310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2011310.250000 Penalty: 4722.297852
	Iteration 54Q: 3 clusters Score -2011310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2011318.375000 Penalty: 4722.297852
	Iteration 55Q: 3 clusters Score -2011318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2011316.125000 Penalty: 4722.297852
	Iteration 56Q: 3 clusters Score -2011316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2011321.875000 Penalty: 4722.297852
	Iteration 57Q: 3 clusters Score -2011322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2011322.000000 Penalty: 4722.297852
	Iteration 58Q: 3 clusters Score -2011322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2011324.000000 Penalty: 4722.297852
	Iteration 59Q: 3 clusters Score -2011324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2011331.250000 Penalty: 4722.297852
	Iteration 60F: 3 clusters Score -2011331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2011335.875000 Penalty: 4722.297852
	Iteration 61Q: 3 clusters Score -2011336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2011335.875000 Penalty: 4722.297852
	Iteration 62Q: 3 clusters Score -2011336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2011336.625000 Penalty: 4722.297852
	Iteration 63Q: 3 clusters Score -2011337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2011338.750000 Penalty: 4722.297852
	Iteration 64Q: 3 clusters Score -2011339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2011334.250000 Penalty: 4722.297852
	Iteration 65Q: 3 clusters Score -2011334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2011336.375000 Penalty: 4722.297852
	Iteration 66Q: 3 clusters Score -2011336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2011338.000000 Penalty: 4722.297852
	Iteration 67Q: 3 clusters Score -2011338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2011339.875000 Penalty: 4722.297852
	Iteration 68Q: 3 clusters Score -2011340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2011338.500000 Penalty: 4722.297852
	Iteration 69Q: 3 clusters Score -2011338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2011338.750000 Penalty: 4722.297852
	Iteration 70Q: 3 clusters Score -2011339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2011336.375000 Penalty: 4722.297852
	Iteration 71Q: 3 clusters Score -2011336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2011340.500000 Penalty: 4722.297852
	Iteration 72Q: 3 clusters Score -2011340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2011342.875000 Penalty: 4722.297852
	Iteration 73Q: 3 clusters Score -2011343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2011341.000000 Penalty: 4722.297852
	Iteration 74Q: 3 clusters Score -2011341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2011343.500000 Penalty: 4722.297852
	Iteration 75Q: 3 clusters Score -2011344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2011343.875000 Penalty: 4722.297852
	Iteration 76Q: 3 clusters Score -2011344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2011346.250000 Penalty: 4722.297852
	Iteration 77Q: 3 clusters Score -2011346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2011346.500000 Penalty: 4722.297852
	Iteration 78Q: 3 clusters Score -2011346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2011348.000000 Penalty: 4722.297852
	Iteration 79Q: 3 clusters Score -2011348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -2011349.125000 Penalty: 4722.297852
	Iteration 80F: 3 clusters Score -2011349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2011352.375000 Penalty: 4722.297852
	Iteration 81Q: 3 clusters Score -2011352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -2011361.875000 Penalty: 4722.297852
	Iteration 82Q: 3 clusters Score -2011362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2011359.000000 Penalty: 4722.297852
	Iteration 83Q: 3 clusters Score -2011359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2011370.375000 Penalty: 4722.297852
	Iteration 84Q: 3 clusters Score -2011370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2011374.625000 Penalty: 4722.297852
	Iteration 85Q: 3 clusters Score -2011375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2011380.500000 Penalty: 4722.297852
	Iteration 86Q: 3 clusters Score -2011380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -2011383.250000 Penalty: 4722.297852
	Iteration 87Q: 3 clusters Score -2011383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2011388.500000 Penalty: 4722.297852
	Iteration 88Q: 3 clusters Score -2011388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2011396.250000 Penalty: 4722.297852
	Iteration 89Q: 3 clusters Score -2011396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2011398.625000 Penalty: 4722.297852
	Iteration 90Q: 3 clusters Score -2011399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2011404.500000 Penalty: 4722.297852
	Iteration 91Q: 3 clusters Score -2011404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2011408.750000 Penalty: 4722.297852
	Iteration 92Q: 3 clusters Score -2011409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2011420.000000 Penalty: 4722.297852
	Iteration 93Q: 3 clusters Score -2011420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2011424.000000 Penalty: 4722.297852
	Iteration 94Q: 3 clusters Score -2011424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2011433.250000 Penalty: 4722.297852
	Iteration 95Q: 3 clusters Score -2011433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2011452.500000 Penalty: 4722.297852
	Iteration 96Q: 3 clusters Score -2011452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2011467.000000 Penalty: 4722.297852
	Iteration 97Q: 3 clusters Score -2011467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2011479.375000 Penalty: 4722.297852
	Iteration 98Q: 3 clusters Score -2011479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2011500.625000 Penalty: 4722.297852
	Iteration 99Q: 3 clusters Score -2011501 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2011520.250000 Penalty: 4722.297852
	Iteration 100F: 3 clusters Score -2011520 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2011540.750000 Penalty: 4722.297852
	Iteration 101Q: 3 clusters Score -2011541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2011569.625000 Penalty: 4722.297852
	Iteration 102Q: 3 clusters Score -2011570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2011592.500000 Penalty: 4722.297852
	Iteration 103Q: 3 clusters Score -2011592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2011630.375000 Penalty: 4722.297852
	Iteration 104Q: 3 clusters Score -2011630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2011668.750000 Penalty: 4722.297852
	Iteration 105Q: 3 clusters Score -2011669 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2011718.750000 Penalty: 4722.297852
	Iteration 106Q: 3 clusters Score -2011719 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2011760.625000 Penalty: 4722.297852
	Iteration 107Q: 3 clusters Score -2011761 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2011807.875000 Penalty: 4722.297852
	Iteration 108Q: 3 clusters Score -2011808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2011862.375000 Penalty: 4722.297852
	Iteration 109Q: 3 clusters Score -2011862 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2011919.250000 Penalty: 4722.297852
	Iteration 110Q: 3 clusters Score -2011919 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2011993.500000 Penalty: 4722.297852
	Iteration 111Q: 3 clusters Score -2011994 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2012065.500000 Penalty: 4722.297852
	Iteration 112Q: 3 clusters Score -2012066 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2012137.875000 Penalty: 4722.297852
	Iteration 113Q: 3 clusters Score -2012138 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2012209.000000 Penalty: 4722.297852
	Iteration 114Q: 3 clusters Score -2012209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2012268.250000 Penalty: 4722.297852
	Iteration 115Q: 3 clusters Score -2012268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2012332.500000 Penalty: 4722.297852
	Iteration 116Q: 3 clusters Score -2012332 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2012375.750000 Penalty: 4722.297852
	Iteration 117Q: 3 clusters Score -2012376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2012402.000000 Penalty: 4722.297852
	Iteration 118Q: 3 clusters Score -2012402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2012428.375000 Penalty: 4722.297852
	Iteration 119Q: 3 clusters Score -2012428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2012441.250000 Penalty: 4722.297852
	Iteration 120F: 3 clusters Score -2012441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2012450.375000 Penalty: 4722.297852
	Iteration 121Q: 3 clusters Score -2012450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2012467.875000 Penalty: 4722.297852
	Iteration 122Q: 3 clusters Score -2012468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2012470.375000 Penalty: 4722.297852
	Iteration 123Q: 3 clusters Score -2012470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2012483.375000 Penalty: 4722.297852
	Iteration 124Q: 3 clusters Score -2012483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2012493.875000 Penalty: 4722.297852
	Iteration 125Q: 3 clusters Score -2012494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2012497.875000 Penalty: 4722.297852
	Iteration 126Q: 3 clusters Score -2012498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2012501.625000 Penalty: 4722.297852
	Iteration 127Q: 3 clusters Score -2012502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2012506.125000 Penalty: 4722.297852
	Iteration 128Q: 3 clusters Score -2012506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2012509.875000 Penalty: 4722.297852
	Iteration 129Q: 3 clusters Score -2012510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2012522.875000 Penalty: 4722.297852
	Iteration 130Q: 3 clusters Score -2012523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2012525.625000 Penalty: 4722.297852
	Iteration 131Q: 3 clusters Score -2012526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2012528.000000 Penalty: 4722.297852
	Iteration 132Q: 3 clusters Score -2012528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2012529.875000 Penalty: 4722.297852
	Iteration 133Q: 3 clusters Score -2012530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2012533.375000 Penalty: 4722.297852
	Iteration 134Q: 3 clusters Score -2012533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2012533.375000 Penalty: 4722.297852
	Iteration 135Q: 3 clusters Score -2012533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2012532.500000 Penalty: 4722.297852
	Iteration 136Q: 3 clusters Score -2012532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2012533.250000 Penalty: 4722.297852
	Iteration 137Q: 3 clusters Score -2012533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2012533.500000 Penalty: 4722.297852
	Iteration 138Q: 3 clusters Score -2012534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2012535.375000 Penalty: 4722.297852
	Iteration 139Q: 3 clusters Score -2012535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2012534.625000 Penalty: 4722.297852
	Iteration 140F: 3 clusters Score -2012535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2012535.875000 Penalty: 4722.297852
	Iteration 141Q: 3 clusters Score -2012536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2012535.875000 Penalty: 4722.297852
	Iteration 142F: 3 clusters Score -2012536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1373526.625000 Penalty: 2266.406738
	Iteration 0F: 2 clusters Score -1373527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1366321.625000 Penalty: 4532.813477
	Iteration 0F: 3 clusters Score -1366322 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1368355.875000 Penalty: 4532.813477
	Iteration 1F: 3 clusters Score -1368356 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1368625.000000 Penalty: 4532.813477
	Iteration 2F: 3 clusters Score -1368625 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1368809.125000 Penalty: 4532.813477
	Iteration 3Q: 3 clusters Score -1368809 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1368958.750000 Penalty: 4532.813477
	Iteration 4Q: 3 clusters Score -1368959 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1369098.500000 Penalty: 4532.813477
	Iteration 5Q: 3 clusters Score -1369098 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1369213.875000 Penalty: 4532.813477
	Iteration 6Q: 3 clusters Score -1369214 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1369335.625000 Penalty: 4532.813477
	Iteration 7Q: 3 clusters Score -1369336 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1369483.125000 Penalty: 4532.813477
	Iteration 8Q: 3 clusters Score -1369483 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1369677.750000 Penalty: 4532.813477
	Iteration 9Q: 3 clusters Score -1369678 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1369915.000000 Penalty: 4532.813477
	Iteration 10Q: 3 clusters Score -1369915 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1370207.500000 Penalty: 4532.813477
	Iteration 11Q: 3 clusters Score -1370208 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1370502.750000 Penalty: 4532.813477
	Iteration 12Q: 3 clusters Score -1370503 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1370782.750000 Penalty: 4532.813477
	Iteration 13Q: 3 clusters Score -1370783 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1371052.875000 Penalty: 4532.813477
	Iteration 14Q: 3 clusters Score -1371053 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1371266.500000 Penalty: 4532.813477
	Iteration 15Q: 3 clusters Score -1371266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1371413.500000 Penalty: 4532.813477
	Iteration 16Q: 3 clusters Score -1371414 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1371529.500000 Penalty: 4532.813477
	Iteration 17Q: 3 clusters Score -1371530 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1371608.750000 Penalty: 4532.813477
	Iteration 18Q: 3 clusters Score -1371609 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1371663.375000 Penalty: 4532.813477
	Iteration 19Q: 3 clusters Score -1371663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1371718.125000 Penalty: 4532.813477
	Iteration 20F: 3 clusters Score -1371718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1371754.125000 Penalty: 4532.813477
	Iteration 21Q: 3 clusters Score -1371754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1371772.750000 Penalty: 4532.813477
	Iteration 22Q: 3 clusters Score -1371773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1371788.500000 Penalty: 4532.813477
	Iteration 23Q: 3 clusters Score -1371788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1371800.250000 Penalty: 4532.813477
	Iteration 24Q: 3 clusters Score -1371800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1371815.500000 Penalty: 4532.813477
	Iteration 25Q: 3 clusters Score -1371816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1371823.125000 Penalty: 4532.813477
	Iteration 26Q: 3 clusters Score -1371823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1371837.125000 Penalty: 4532.813477
	Iteration 27Q: 3 clusters Score -1371837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1371847.375000 Penalty: 4532.813477
	Iteration 28Q: 3 clusters Score -1371847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1371856.750000 Penalty: 4532.813477
	Iteration 29Q: 3 clusters Score -1371857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1371861.250000 Penalty: 4532.813477
	Iteration 30Q: 3 clusters Score -1371861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1371860.625000 Penalty: 4532.813477
	Iteration 31Q: 3 clusters Score -1371861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1371863.500000 Penalty: 4532.813477
	Iteration 32Q: 3 clusters Score -1371864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1371866.625000 Penalty: 4532.813477
	Iteration 33Q: 3 clusters Score -1371867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1371869.750000 Penalty: 4532.813477
	Iteration 34Q: 3 clusters Score -1371870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1371870.125000 Penalty: 4532.813477
	Iteration 35Q: 3 clusters Score -1371870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1371870.125000 Penalty: 4532.813477
	Iteration 36F: 3 clusters Score -1371870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Entering Unmasked Estep 
Score: -8909350.000000 Penalty: 2725.698242
	Iteration 0F: 2 clusters Score -8909350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8869366.000000 Penalty: 5451.396484
	Iteration 0F: 3 clusters Score -8869366 nChanged 27656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -8885128.000000 Penalty: 5451.396484
	Iteration 1F: 3 clusters Score -8885128 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -8885960.000000 Penalty: 5451.396484
	Iteration 2Q: 3 clusters Score -8885960 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8886971.000000 Penalty: 5451.396484
	Iteration 3Q: 3 clusters Score -8886971 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -8888312.000000 Penalty: 5451.396484
	Iteration 4Q: 3 clusters Score -8888312 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -8889928.000000 Penalty: 5451.396484
	Iteration 5F: 3 clusters Score -8889928 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -8891823.000000 Penalty: 5451.396484
	Iteration 6F: 3 clusters Score -8891823 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -8893989.000000 Penalty: 5451.396484
	Iteration 7F: 3 clusters Score -8893989 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8896280.000000 Penalty: 5451.396484
	Iteration 8F: 3 clusters Score -8896280 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8898469.000000 Penalty: 5451.396484
	Iteration 9F: 3 clusters Score -8898469 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -8900285.000000 Penalty: 5451.396484
	Iteration 10Q: 3 clusters Score -8900285 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -8901542.000000 Penalty: 5451.396484
	Iteration 11Q: 3 clusters Score -8901542 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -8902348.000000 Penalty: 5451.396484
	Iteration 12Q: 3 clusters Score -8902348 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8903051.000000 Penalty: 5451.396484
	Iteration 13Q: 3 clusters Score -8903051 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8903579.000000 Penalty: 5451.396484
	Iteration 14Q: 3 clusters Score -8903579 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8903983.000000 Penalty: 5451.396484
	Iteration 15Q: 3 clusters Score -8903983 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8904328.000000 Penalty: 5451.396484
	Iteration 16Q: 3 clusters Score -8904328 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8904621.000000 Penalty: 5451.396484
	Iteration 17Q: 3 clusters Score -8904621 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8904809.000000 Penalty: 5451.396484
	Iteration 18Q: 3 clusters Score -8904809 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8904993.000000 Penalty: 5451.396484
	Iteration 19Q: 3 clusters Score -8904993 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8905157.000000 Penalty: 5451.396484
	Iteration 20F: 3 clusters Score -8905157 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8905298.000000 Penalty: 5451.396484
	Iteration 21Q: 3 clusters Score -8905298 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -8905449.000000 Penalty: 5451.396484
	Iteration 22Q: 3 clusters Score -8905449 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -8905594.000000 Penalty: 5451.396484
	Iteration 23Q: 3 clusters Score -8905594 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -8905730.000000 Penalty: 5451.396484
	Iteration 24Q: 3 clusters Score -8905730 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -8905826.000000 Penalty: 5451.396484
	Iteration 25Q: 3 clusters Score -8905826 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -8905981.000000 Penalty: 5451.396484
	Iteration 26Q: 3 clusters Score -8905981 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -8906093.000000 Penalty: 5451.396484
	Iteration 27Q: 3 clusters Score -8906093 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -8906201.000000 Penalty: 5451.396484
	Iteration 28Q: 3 clusters Score -8906201 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -8906347.000000 Penalty: 5451.396484
	Iteration 29Q: 3 clusters Score -8906347 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -8906443.000000 Penalty: 5451.396484
	Iteration 30Q: 3 clusters Score -8906443 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -8906558.000000 Penalty: 5451.396484
	Iteration 31Q: 3 clusters Score -8906558 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -8906695.000000 Penalty: 5451.396484
	Iteration 32Q: 3 clusters Score -8906695 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -8906858.000000 Penalty: 5451.396484
	Iteration 33Q: 3 clusters Score -8906858 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8906925.000000 Penalty: 5451.396484
	Iteration 34Q: 3 clusters Score -8906925 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -8907031.000000 Penalty: 5451.396484
	Iteration 35Q: 3 clusters Score -8907031 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -8907119.000000 Penalty: 5451.396484
	Iteration 36Q: 3 clusters Score -8907119 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -8907175.000000 Penalty: 5451.396484
	Iteration 37Q: 3 clusters Score -8907175 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -8907228.000000 Penalty: 5451.396484
	Iteration 38Q: 3 clusters Score -8907228 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -8907322.000000 Penalty: 5451.396484
	Iteration 39Q: 3 clusters Score -8907322 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -8907357.000000 Penalty: 5451.396484
	Iteration 40F: 3 clusters Score -8907357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -8907425.000000 Penalty: 5451.396484
	Iteration 41Q: 3 clusters Score -8907425 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -8907465.000000 Penalty: 5451.396484
	Iteration 42Q: 3 clusters Score -8907465 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -8907542.000000 Penalty: 5451.396484
	Iteration 43Q: 3 clusters Score -8907542 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -8907575.000000 Penalty: 5451.396484
	Iteration 44Q: 3 clusters Score -8907575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -8907621.000000 Penalty: 5451.396484
	Iteration 45Q: 3 clusters Score -8907621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -8907656.000000 Penalty: 5451.396484
	Iteration 46Q: 3 clusters Score -8907656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -8907680.000000 Penalty: 5451.396484
	Iteration 47Q: 3 clusters Score -8907680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -8907696.000000 Penalty: 5451.396484
	Iteration 48Q: 3 clusters Score -8907696 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -8907726.000000 Penalty: 5451.396484
	Iteration 49Q: 3 clusters Score -8907726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -8907734.000000 Penalty: 5451.396484
	Iteration 50Q: 3 clusters Score -8907734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -8907763.000000 Penalty: 5451.396484
	Iteration 51Q: 3 clusters Score -8907763 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -8907773.000000 Penalty: 5451.396484
	Iteration 52Q: 3 clusters Score -8907773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -8907754.000000 Penalty: 5451.396484
	Iteration 53Q: 3 clusters Score -8907754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -8907772.000000 Penalty: 5451.396484
	Iteration 54Q: 3 clusters Score -8907772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -8907779.000000 Penalty: 5451.396484
	Iteration 55Q: 3 clusters Score -8907779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -8907796.000000 Penalty: 5451.396484
	Iteration 56Q: 3 clusters Score -8907796 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -8907807.000000 Penalty: 5451.396484
	Iteration 57Q: 3 clusters Score -8907807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -8907806.000000 Penalty: 5451.396484
	Iteration 58Q: 3 clusters Score -8907806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 56313 members 
Entering Unmasked Estep 
Score: -8907838.000000 Penalty: 5451.396484
	Iteration 59Q: 3 clusters Score -8907838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -8907851.000000 Penalty: 5451.396484
	Iteration 60F: 3 clusters Score -8907851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -8907853.000000 Penalty: 5451.396484
	Iteration 61Q: 3 clusters Score -8907853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -8907869.000000 Penalty: 5451.396484
	Iteration 62Q: 3 clusters Score -8907869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -8907874.000000 Penalty: 5451.396484
	Iteration 63Q: 3 clusters Score -8907874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -8907892.000000 Penalty: 5451.396484
	Iteration 64Q: 3 clusters Score -8907892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -8907890.000000 Penalty: 5451.396484
	Iteration 65Q: 3 clusters Score -8907890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -8907913.000000 Penalty: 5451.396484
	Iteration 66Q: 3 clusters Score -8907913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -8907927.000000 Penalty: 5451.396484
	Iteration 67Q: 3 clusters Score -8907927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -8907947.000000 Penalty: 5451.396484
	Iteration 68Q: 3 clusters Score -8907947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -8907953.000000 Penalty: 5451.396484
	Iteration 69Q: 3 clusters Score -8907953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -8907952.000000 Penalty: 5451.396484
	Iteration 70Q: 3 clusters Score -8907952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -8907964.000000 Penalty: 5451.396484
	Iteration 71Q: 3 clusters Score -8907964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -8907972.000000 Penalty: 5451.396484
	Iteration 72Q: 3 clusters Score -8907972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -8907963.000000 Penalty: 5451.396484
	Iteration 73Q: 3 clusters Score -8907963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -8907970.000000 Penalty: 5451.396484
	Iteration 74Q: 3 clusters Score -8907970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -8907975.000000 Penalty: 5451.396484
	Iteration 75Q: 3 clusters Score -8907975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -8907978.000000 Penalty: 5451.396484
	Iteration 76Q: 3 clusters Score -8907978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -8907977.000000 Penalty: 5451.396484
	Iteration 77Q: 3 clusters Score -8907977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -8907979.000000 Penalty: 5451.396484
	Iteration 78Q: 3 clusters Score -8907979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -8907978.000000 Penalty: 5451.396484
	Iteration 79Q: 3 clusters Score -8907978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -8907986.000000 Penalty: 5451.396484
	Iteration 80F: 3 clusters Score -8907986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -8907992.000000 Penalty: 5451.396484
	Iteration 81Q: 3 clusters Score -8907992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -8907992.000000 Penalty: 5451.396484
	Iteration 82Q: 3 clusters Score -8907992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 56889 members 
Entering Unmasked Estep 
Score: -8907992.000000 Penalty: 5451.396484
	Iteration 83Q: 3 clusters Score -8907992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8908010.000000 Penalty: 5451.396484
	Iteration 84Q: 3 clusters Score -8908010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8908005.000000 Penalty: 5451.396484
	Iteration 85Q: 3 clusters Score -8908005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8908005.000000 Penalty: 5451.396484
	Iteration 86F: 3 clusters Score -8908005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Entering Unmasked Estep 
Score: -283683.593750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -283683.6 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 1058 members 
Entering Unmasked Estep 
Score: -281131.500000 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -281131.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -282136.468750 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -282136.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -282741.125000 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -282741.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -283448.875000 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -283448.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283898.625000 Penalty: 3795.662842
	Iteration 4F: 3 clusters Score -283898.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -284070.937500 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -284070.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -284150.562500 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -284150.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -284225.875000 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -284225.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -284331.218750 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -284331.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -284471.812500 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -284471.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284728.625000 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -284728.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284871.875000 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -284871.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -284899.250000 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -284899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -284907.937500 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -284907.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -284920.000000 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -284920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284927.843750 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -284927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -284933.062500 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -284933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284934.125000 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -284934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -284934.218750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -284934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284934.625000 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -284934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284934.625000 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -284934.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 1118 members 
Entering Unmasked Estep 
Score: -115036000.000000 Penalty: 131500.921875
Splitting cluster 5 changes total score from -115036304.000000 to -115036000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1653511.750000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1653512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1644697.625000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1644698 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1647740.000000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1647740 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1648809.625000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1648810 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1649876.250000 Penalty: 4651.012207
	Iteration 3F: 3 clusters Score -1649876 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1650740.500000 Penalty: 4651.012207
	Iteration 4F: 3 clusters Score -1650740 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1651267.000000 Penalty: 4651.012207
	Iteration 5F: 3 clusters Score -1651267 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1651575.625000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1651576 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1651794.250000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1651794 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1651930.250000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1651930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1652015.625000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1652016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1652088.000000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1652088 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1652146.375000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1652146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1652192.375000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1652192 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1652246.125000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1652246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1652283.625000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1652284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1652313.375000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1652313 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1652352.250000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1652352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1652376.250000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1652376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1652388.750000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1652389 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1652395.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1652396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1652415.500000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1652416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1652426.625000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1652427 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1652443.250000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1652443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1652448.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1652449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1652454.000000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1652454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1652460.000000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1652460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1652468.500000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1652468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1652474.250000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1652474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1652480.125000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1652480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1652489.625000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1652490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1652488.750000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1652489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1652494.875000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1652495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1652498.750000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1652499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1652501.250000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1652501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1652498.750000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1652499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1652498.125000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1652498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1652502.375000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1652502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1652502.750000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1652503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1652509.000000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1652509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1652510.000000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1652510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1652506.750000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1652507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1652509.375000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1652509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1652514.250000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1652514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1652514.875000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1652515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1652519.250000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1652519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1652518.625000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1652519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1652522.000000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1652522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1652521.250000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1652521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1652521.000000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1652521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1652524.125000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1652524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1652524.750000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1652525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1652524.875000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1652525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1652525.500000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1652526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1652523.625000 Penalty: 4651.012207
	Iteration 53Q: 3 clusters Score -1652524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1652522.500000 Penalty: 4651.012207
	Iteration 54Q: 3 clusters Score -1652522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1652522.750000 Penalty: 4651.012207
	Iteration 55Q: 3 clusters Score -1652523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1652523.375000 Penalty: 4651.012207
	Iteration 56Q: 3 clusters Score -1652523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1652522.375000 Penalty: 4651.012207
	Iteration 57Q: 3 clusters Score -1652522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1652522.000000 Penalty: 4651.012207
	Iteration 58Q: 3 clusters Score -1652522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1652522.125000 Penalty: 4651.012207
	Iteration 59Q: 3 clusters Score -1652522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1652523.125000 Penalty: 4651.012207
	Iteration 60F: 3 clusters Score -1652523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1652529.125000 Penalty: 4651.012207
	Iteration 61Q: 3 clusters Score -1652529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1652531.000000 Penalty: 4651.012207
	Iteration 62Q: 3 clusters Score -1652531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1652530.875000 Penalty: 4651.012207
	Iteration 63Q: 3 clusters Score -1652531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1652528.875000 Penalty: 4651.012207
	Iteration 64Q: 3 clusters Score -1652529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1652530.000000 Penalty: 4651.012207
	Iteration 65Q: 3 clusters Score -1652530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1652529.500000 Penalty: 4651.012207
	Iteration 66Q: 3 clusters Score -1652530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1652530.625000 Penalty: 4651.012207
	Iteration 67Q: 3 clusters Score -1652531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1652531.750000 Penalty: 4651.012207
	Iteration 68Q: 3 clusters Score -1652532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1652531.125000 Penalty: 4651.012207
	Iteration 69Q: 3 clusters Score -1652531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1652534.375000 Penalty: 4651.012207
	Iteration 70Q: 3 clusters Score -1652534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1652537.750000 Penalty: 4651.012207
	Iteration 71Q: 3 clusters Score -1652538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1652538.000000 Penalty: 4651.012207
	Iteration 72Q: 3 clusters Score -1652538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1652536.125000 Penalty: 4651.012207
	Iteration 73Q: 3 clusters Score -1652536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1652538.500000 Penalty: 4651.012207
	Iteration 74Q: 3 clusters Score -1652538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1652538.875000 Penalty: 4651.012207
	Iteration 75Q: 3 clusters Score -1652539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1652537.750000 Penalty: 4651.012207
	Iteration 76Q: 3 clusters Score -1652538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1652540.000000 Penalty: 4651.012207
	Iteration 77Q: 3 clusters Score -1652540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1652540.125000 Penalty: 4651.012207
	Iteration 78Q: 3 clusters Score -1652540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1652540.125000 Penalty: 4651.012207
	Iteration 79F: 3 clusters Score -1652540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Entering Unmasked Estep 
Score: -91125.968750 Penalty: 1655.604126
	Iteration 0F: 2 clusters Score -91125.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89512.187500 Penalty: 3311.208252
	Iteration 0F: 3 clusters Score -89512.19 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -89915.875000 Penalty: 3311.208252
	Iteration 1F: 3 clusters Score -89915.88 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -90139.031250 Penalty: 3311.208252
	Iteration 2F: 3 clusters Score -90139.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90224.601562 Penalty: 3311.208252
	Iteration 3Q: 3 clusters Score -90224.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90269.835938 Penalty: 3311.208252
	Iteration 4Q: 3 clusters Score -90269.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90311.015625 Penalty: 3311.208252
	Iteration 5Q: 3 clusters Score -90311.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90370.804688 Penalty: 3311.208252
	Iteration 6Q: 3 clusters Score -90370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -90403.015625 Penalty: 3311.208252
	Iteration 7Q: 3 clusters Score -90403.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -90413.882812 Penalty: 3311.208252
	Iteration 8Q: 3 clusters Score -90413.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90424.976562 Penalty: 3311.208252
	Iteration 9Q: 3 clusters Score -90424.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90429.257812 Penalty: 3311.208252
	Iteration 10Q: 3 clusters Score -90429.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90429.820312 Penalty: 3311.208252
	Iteration 11F: 3 clusters Score -90429.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90465.742188 Penalty: 3311.208252
	Iteration 12Q: 3 clusters Score -90465.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90513.179688 Penalty: 3311.208252
	Iteration 13Q: 3 clusters Score -90513.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90521.179688 Penalty: 3311.208252
	Iteration 14Q: 3 clusters Score -90521.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90527.281250 Penalty: 3311.208252
	Iteration 15Q: 3 clusters Score -90527.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -90531.500000 Penalty: 3311.208252
	Iteration 16Q: 3 clusters Score -90531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90533.273438 Penalty: 3311.208252
	Iteration 17Q: 3 clusters Score -90533.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -90540.664062 Penalty: 3311.208252
	Iteration 18Q: 3 clusters Score -90540.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90546.382812 Penalty: 3311.208252
	Iteration 19Q: 3 clusters Score -90546.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -90548.875000 Penalty: 3311.208252
	Iteration 20F: 3 clusters Score -90548.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -54122.742188 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -54122.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52765.960938 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -52765.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52906.179688 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -52906.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52935.691406 Penalty: 2964.270020
	Iteration 2Q: 3 clusters Score -52935.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -52962.703125 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -52962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52974.796875 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -52974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52980.554688 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -52980.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52987.144531 Penalty: 2964.270020
	Iteration 6Q: 3 clusters Score -52987.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52987.144531 Penalty: 2964.270020
	Iteration 7F: 3 clusters Score -52987.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -1253359.875000 Penalty: 2251.303467
	Iteration 0F: 2 clusters Score -1253360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1246449.875000 Penalty: 4502.606934
	Iteration 0F: 3 clusters Score -1246450 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1248638.750000 Penalty: 4502.606934
	Iteration 1F: 3 clusters Score -1248639 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1249263.625000 Penalty: 4502.606934
	Iteration 2F: 3 clusters Score -1249264 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1249847.125000 Penalty: 4502.606934
	Iteration 3F: 3 clusters Score -1249847 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1250416.625000 Penalty: 4502.606934
	Iteration 4F: 3 clusters Score -1250417 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1250924.625000 Penalty: 4502.606934
	Iteration 5F: 3 clusters Score -1250925 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1251366.375000 Penalty: 4502.606934
	Iteration 6F: 3 clusters Score -1251366 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1251747.000000 Penalty: 4502.606934
	Iteration 7F: 3 clusters Score -1251747 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1251989.375000 Penalty: 4502.606934
	Iteration 8Q: 3 clusters Score -1251989 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1252149.125000 Penalty: 4502.606934
	Iteration 9Q: 3 clusters Score -1252149 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1252244.125000 Penalty: 4502.606934
	Iteration 10Q: 3 clusters Score -1252244 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1252301.125000 Penalty: 4502.606934
	Iteration 11Q: 3 clusters Score -1252301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1252332.750000 Penalty: 4502.606934
	Iteration 12Q: 3 clusters Score -1252333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1252368.875000 Penalty: 4502.606934
	Iteration 13Q: 3 clusters Score -1252369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1252393.625000 Penalty: 4502.606934
	Iteration 14Q: 3 clusters Score -1252394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1252413.625000 Penalty: 4502.606934
	Iteration 15Q: 3 clusters Score -1252414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1252423.500000 Penalty: 4502.606934
	Iteration 16Q: 3 clusters Score -1252424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1252432.625000 Penalty: 4502.606934
	Iteration 17Q: 3 clusters Score -1252433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1252445.750000 Penalty: 4502.606934
	Iteration 18Q: 3 clusters Score -1252446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1252453.000000 Penalty: 4502.606934
	Iteration 19Q: 3 clusters Score -1252453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1252459.500000 Penalty: 4502.606934
	Iteration 20F: 3 clusters Score -1252460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1252464.000000 Penalty: 4502.606934
	Iteration 21Q: 3 clusters Score -1252464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1252472.000000 Penalty: 4502.606934
	Iteration 22Q: 3 clusters Score -1252472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1252480.750000 Penalty: 4502.606934
	Iteration 23Q: 3 clusters Score -1252481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1252484.000000 Penalty: 4502.606934
	Iteration 24Q: 3 clusters Score -1252484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1252489.250000 Penalty: 4502.606934
	Iteration 25Q: 3 clusters Score -1252489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1252489.125000 Penalty: 4502.606934
	Iteration 26Q: 3 clusters Score -1252489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1252494.250000 Penalty: 4502.606934
	Iteration 27Q: 3 clusters Score -1252494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1252496.250000 Penalty: 4502.606934
	Iteration 28Q: 3 clusters Score -1252496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1252498.500000 Penalty: 4502.606934
	Iteration 29Q: 3 clusters Score -1252498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1252499.875000 Penalty: 4502.606934
	Iteration 30Q: 3 clusters Score -1252500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1252503.625000 Penalty: 4502.606934
	Iteration 31Q: 3 clusters Score -1252504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1252507.375000 Penalty: 4502.606934
	Iteration 32Q: 3 clusters Score -1252507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1252515.375000 Penalty: 4502.606934
	Iteration 33Q: 3 clusters Score -1252515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1252520.750000 Penalty: 4502.606934
	Iteration 34Q: 3 clusters Score -1252521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1252523.750000 Penalty: 4502.606934
	Iteration 35Q: 3 clusters Score -1252524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1252522.625000 Penalty: 4502.606934
	Iteration 36Q: 3 clusters Score -1252523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1252524.500000 Penalty: 4502.606934
	Iteration 37Q: 3 clusters Score -1252524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1252525.875000 Penalty: 4502.606934
	Iteration 38Q: 3 clusters Score -1252526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1252528.375000 Penalty: 4502.606934
	Iteration 39Q: 3 clusters Score -1252528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1252529.500000 Penalty: 4502.606934
	Iteration 40F: 3 clusters Score -1252530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1252531.000000 Penalty: 4502.606934
	Iteration 41Q: 3 clusters Score -1252531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1252534.875000 Penalty: 4502.606934
	Iteration 42Q: 3 clusters Score -1252535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1252533.000000 Penalty: 4502.606934
	Iteration 43Q: 3 clusters Score -1252533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1252533.500000 Penalty: 4502.606934
	Iteration 44Q: 3 clusters Score -1252534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1252535.750000 Penalty: 4502.606934
	Iteration 45Q: 3 clusters Score -1252536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1252537.875000 Penalty: 4502.606934
	Iteration 46Q: 3 clusters Score -1252538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1252537.250000 Penalty: 4502.606934
	Iteration 47Q: 3 clusters Score -1252537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1252540.500000 Penalty: 4502.606934
	Iteration 48Q: 3 clusters Score -1252540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1252543.250000 Penalty: 4502.606934
	Iteration 49Q: 3 clusters Score -1252543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1252541.500000 Penalty: 4502.606934
	Iteration 50Q: 3 clusters Score -1252542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1252540.500000 Penalty: 4502.606934
	Iteration 51Q: 3 clusters Score -1252540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1252540.500000 Penalty: 4502.606934
	Iteration 52F: 3 clusters Score -1252540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 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 480 members 
Entering Unmasked Estep 
Score: -122471.000000 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122471 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122820.609375 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122820.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -123019.406250 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -123019.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -123448.218750 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -123448.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124363.523438 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -124363.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -124604.828125 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -124604.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -124787.632812 Penalty: 3385.966553
	Iteration 6F: 3 clusters Score -124787.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -124899.703125 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -124899.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -124970.984375 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125022.765625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -125022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125036.656250 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -125036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125040.187500 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -125040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -125047.664062 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -125047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -125049.382812 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -125049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125053.085938 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -125053.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -125058.820312 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -125058.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -125068.679688 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -125068.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -125072.585938 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -125072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125075.257812 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -125075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -125075.257812 Penalty: 3385.966553
	Iteration 19F: 3 clusters Score -125075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 192 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 730 members 
Entering Unmasked Estep 
Score: -115035376.000000 Penalty: 131500.921875
Splitting cluster 10 changes total score from -115036304.000000 to -115035376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (8339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Entering Unmasked Estep 
Score: -1056478.375000 Penalty: 2239.117432
	Iteration 0F: 2 clusters Score -1056478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1049901.250000 Penalty: 4478.234863
	Iteration 0F: 3 clusters Score -1049901 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1052214.250000 Penalty: 4478.234863
	Iteration 1F: 3 clusters Score -1052214 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1053164.875000 Penalty: 4478.234863
	Iteration 2F: 3 clusters Score -1053165 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1054077.625000 Penalty: 4478.234863
	Iteration 3F: 3 clusters Score -1054078 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1054793.625000 Penalty: 4478.234863
	Iteration 4F: 3 clusters Score -1054794 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1055338.250000 Penalty: 4478.234863
	Iteration 5F: 3 clusters Score -1055338 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1055738.625000 Penalty: 4478.234863
	Iteration 6Q: 3 clusters Score -1055739 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1056004.750000 Penalty: 4478.234863
	Iteration 7Q: 3 clusters Score -1056005 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1056166.375000 Penalty: 4478.234863
	Iteration 8Q: 3 clusters Score -1056166 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1056258.750000 Penalty: 4478.234863
	Iteration 9Q: 3 clusters Score -1056259 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1056322.250000 Penalty: 4478.234863
	Iteration 10Q: 3 clusters Score -1056322 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1056376.125000 Penalty: 4478.234863
	Iteration 11Q: 3 clusters Score -1056376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1056422.625000 Penalty: 4478.234863
	Iteration 12Q: 3 clusters Score -1056423 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1056452.375000 Penalty: 4478.234863
	Iteration 13Q: 3 clusters Score -1056452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1056480.500000 Penalty: 4478.234863
	Iteration 14Q: 3 clusters Score -1056480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1056511.750000 Penalty: 4478.234863
	Iteration 15Q: 3 clusters Score -1056512 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1056539.500000 Penalty: 4478.234863
	Iteration 16Q: 3 clusters Score -1056540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1056560.375000 Penalty: 4478.234863
	Iteration 17Q: 3 clusters Score -1056560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1056586.750000 Penalty: 4478.234863
	Iteration 18Q: 3 clusters Score -1056587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1056609.500000 Penalty: 4478.234863
	Iteration 19Q: 3 clusters Score -1056610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1056627.250000 Penalty: 4478.234863
	Iteration 20F: 3 clusters Score -1056627 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1056659.625000 Penalty: 4478.234863
	Iteration 21Q: 3 clusters Score -1056660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1056682.000000 Penalty: 4478.234863
	Iteration 22Q: 3 clusters Score -1056682 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1056703.750000 Penalty: 4478.234863
	Iteration 23Q: 3 clusters Score -1056704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1056717.625000 Penalty: 4478.234863
	Iteration 24Q: 3 clusters Score -1056718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1056732.750000 Penalty: 4478.234863
	Iteration 25Q: 3 clusters Score -1056733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1056744.500000 Penalty: 4478.234863
	Iteration 26Q: 3 clusters Score -1056744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1056763.875000 Penalty: 4478.234863
	Iteration 27Q: 3 clusters Score -1056764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1056774.000000 Penalty: 4478.234863
	Iteration 28Q: 3 clusters Score -1056774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1056785.375000 Penalty: 4478.234863
	Iteration 29Q: 3 clusters Score -1056785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1056796.125000 Penalty: 4478.234863
	Iteration 30Q: 3 clusters Score -1056796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1056802.125000 Penalty: 4478.234863
	Iteration 31Q: 3 clusters Score -1056802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1056808.375000 Penalty: 4478.234863
	Iteration 32Q: 3 clusters Score -1056808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1056813.750000 Penalty: 4478.234863
	Iteration 33Q: 3 clusters Score -1056814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1056816.250000 Penalty: 4478.234863
	Iteration 34Q: 3 clusters Score -1056816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1056819.000000 Penalty: 4478.234863
	Iteration 35Q: 3 clusters Score -1056819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1056826.000000 Penalty: 4478.234863
	Iteration 36Q: 3 clusters Score -1056826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1056828.250000 Penalty: 4478.234863
	Iteration 37Q: 3 clusters Score -1056828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1056832.500000 Penalty: 4478.234863
	Iteration 38Q: 3 clusters Score -1056832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1056836.625000 Penalty: 4478.234863
	Iteration 39Q: 3 clusters Score -1056837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1056837.750000 Penalty: 4478.234863
	Iteration 40F: 3 clusters Score -1056838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1056837.625000 Penalty: 4478.234863
	Iteration 41Q: 3 clusters Score -1056838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1056838.500000 Penalty: 4478.234863
	Iteration 42Q: 3 clusters Score -1056838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1056841.625000 Penalty: 4478.234863
	Iteration 43Q: 3 clusters Score -1056842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1056844.875000 Penalty: 4478.234863
	Iteration 44Q: 3 clusters Score -1056845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1056844.000000 Penalty: 4478.234863
	Iteration 45Q: 3 clusters Score -1056844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1056847.000000 Penalty: 4478.234863
	Iteration 46Q: 3 clusters Score -1056847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1056850.625000 Penalty: 4478.234863
	Iteration 47Q: 3 clusters Score -1056851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1056850.750000 Penalty: 4478.234863
	Iteration 48Q: 3 clusters Score -1056851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1056851.750000 Penalty: 4478.234863
	Iteration 49Q: 3 clusters Score -1056852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1056854.125000 Penalty: 4478.234863
	Iteration 50Q: 3 clusters Score -1056854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1056853.375000 Penalty: 4478.234863
	Iteration 51Q: 3 clusters Score -1056853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1056854.750000 Penalty: 4478.234863
	Iteration 52Q: 3 clusters Score -1056855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1056855.875000 Penalty: 4478.234863
	Iteration 53Q: 3 clusters Score -1056856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1056856.125000 Penalty: 4478.234863
	Iteration 54Q: 3 clusters Score -1056856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1056856.750000 Penalty: 4478.234863
	Iteration 55Q: 3 clusters Score -1056857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1056854.875000 Penalty: 4478.234863
	Iteration 56Q: 3 clusters Score -1056855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1056858.125000 Penalty: 4478.234863
	Iteration 57Q: 3 clusters Score -1056858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1056858.750000 Penalty: 4478.234863
	Iteration 58Q: 3 clusters Score -1056859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1056859.000000 Penalty: 4478.234863
	Iteration 59Q: 3 clusters Score -1056859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1056857.750000 Penalty: 4478.234863
	Iteration 60F: 3 clusters Score -1056858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1056859.375000 Penalty: 4478.234863
	Iteration 61Q: 3 clusters Score -1056859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1056858.625000 Penalty: 4478.234863
	Iteration 62Q: 3 clusters Score -1056859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1056858.875000 Penalty: 4478.234863
	Iteration 63Q: 3 clusters Score -1056859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1056859.750000 Penalty: 4478.234863
	Iteration 64Q: 3 clusters Score -1056860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1056859.750000 Penalty: 4478.234863
	Iteration 65F: 3 clusters Score -1056860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 26633 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 4223 members 
Entering Unmasked Estep 
Score: -115035608.000000 Penalty: 131500.921875
Splitting cluster 11 changes total score from -115036304.000000 to -115035608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (26633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Entering Unmasked Estep 
Score: -3954382.500000 Penalty: 2527.096680
	Iteration 0F: 2 clusters Score -3954382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3936142.250000 Penalty: 5054.193359
	Iteration 0F: 3 clusters Score -3936142 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3942685.500000 Penalty: 5054.193359
	Iteration 1F: 3 clusters Score -3942686 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -3943247.250000 Penalty: 5054.193359
	Iteration 2F: 3 clusters Score -3943247 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3943745.750000 Penalty: 5054.193359
	Iteration 3Q: 3 clusters Score -3943746 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3944259.000000 Penalty: 5054.193359
	Iteration 4Q: 3 clusters Score -3944259 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3944808.750000 Penalty: 5054.193359
	Iteration 5Q: 3 clusters Score -3944809 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3945404.500000 Penalty: 5054.193359
	Iteration 6Q: 3 clusters Score -3945404 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3946094.000000 Penalty: 5054.193359
	Iteration 7Q: 3 clusters Score -3946094 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3946752.000000 Penalty: 5054.193359
	Iteration 8F: 3 clusters Score -3946752 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3947348.500000 Penalty: 5054.193359
	Iteration 9Q: 3 clusters Score -3947348 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3947892.750000 Penalty: 5054.193359
	Iteration 10Q: 3 clusters Score -3947893 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3948431.250000 Penalty: 5054.193359
	Iteration 11Q: 3 clusters Score -3948431 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3948956.750000 Penalty: 5054.193359
	Iteration 12Q: 3 clusters Score -3948957 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3949520.000000 Penalty: 5054.193359
	Iteration 13Q: 3 clusters Score -3949520 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3950252.750000 Penalty: 5054.193359
	Iteration 14Q: 3 clusters Score -3950253 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -3950973.000000 Penalty: 5054.193359
	Iteration 15Q: 3 clusters Score -3950973 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -3951593.500000 Penalty: 5054.193359
	Iteration 16Q: 3 clusters Score -3951594 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3952003.250000 Penalty: 5054.193359
	Iteration 17Q: 3 clusters Score -3952003 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3952237.500000 Penalty: 5054.193359
	Iteration 18Q: 3 clusters Score -3952238 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3952411.500000 Penalty: 5054.193359
	Iteration 19Q: 3 clusters Score -3952412 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3952482.500000 Penalty: 5054.193359
	Iteration 20F: 3 clusters Score -3952482 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3952548.000000 Penalty: 5054.193359
	Iteration 21Q: 3 clusters Score -3952548 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3952562.750000 Penalty: 5054.193359
	Iteration 22Q: 3 clusters Score -3952563 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3952610.000000 Penalty: 5054.193359
	Iteration 23Q: 3 clusters Score -3952610 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3952634.250000 Penalty: 5054.193359
	Iteration 24Q: 3 clusters Score -3952634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3952647.250000 Penalty: 5054.193359
	Iteration 25Q: 3 clusters Score -3952647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -3952655.000000 Penalty: 5054.193359
	Iteration 26Q: 3 clusters Score -3952655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3952665.750000 Penalty: 5054.193359
	Iteration 27Q: 3 clusters Score -3952666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3952656.250000 Penalty: 5054.193359
	Iteration 28Q: 3 clusters Score -3952656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3952675.000000 Penalty: 5054.193359
	Iteration 29Q: 3 clusters Score -3952675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3952669.750000 Penalty: 5054.193359
	Iteration 30Q: 3 clusters Score -3952670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3952689.500000 Penalty: 5054.193359
	Iteration 31Q: 3 clusters Score -3952690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -3952693.750000 Penalty: 5054.193359
	Iteration 32Q: 3 clusters Score -3952694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -3952704.000000 Penalty: 5054.193359
	Iteration 33Q: 3 clusters Score -3952704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -3952698.000000 Penalty: 5054.193359
	Iteration 34Q: 3 clusters Score -3952698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3952699.250000 Penalty: 5054.193359
	Iteration 35Q: 3 clusters Score -3952699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -3952710.500000 Penalty: 5054.193359
	Iteration 36Q: 3 clusters Score -3952710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -3952702.000000 Penalty: 5054.193359
	Iteration 37Q: 3 clusters Score -3952702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3952715.500000 Penalty: 5054.193359
	Iteration 38Q: 3 clusters Score -3952716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3952719.000000 Penalty: 5054.193359
	Iteration 39Q: 3 clusters Score -3952719 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -3952729.500000 Penalty: 5054.193359
	Iteration 40F: 3 clusters Score -3952730 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3952742.500000 Penalty: 5054.193359
	Iteration 41Q: 3 clusters Score -3952742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3952751.250000 Penalty: 5054.193359
	Iteration 42Q: 3 clusters Score -3952751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -3952761.250000 Penalty: 5054.193359
	Iteration 43Q: 3 clusters Score -3952761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -3952771.500000 Penalty: 5054.193359
	Iteration 44Q: 3 clusters Score -3952772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3952776.500000 Penalty: 5054.193359
	Iteration 45Q: 3 clusters Score -3952776 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3952800.500000 Penalty: 5054.193359
	Iteration 46Q: 3 clusters Score -3952800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3952822.000000 Penalty: 5054.193359
	Iteration 47Q: 3 clusters Score -3952822 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3952858.250000 Penalty: 5054.193359
	Iteration 48Q: 3 clusters Score -3952858 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3952886.500000 Penalty: 5054.193359
	Iteration 49Q: 3 clusters Score -3952886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3952923.250000 Penalty: 5054.193359
	Iteration 50Q: 3 clusters Score -3952923 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -3952966.250000 Penalty: 5054.193359
	Iteration 51Q: 3 clusters Score -3952966 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -3953046.000000 Penalty: 5054.193359
	Iteration 52Q: 3 clusters Score -3953046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3953146.750000 Penalty: 5054.193359
	Iteration 53Q: 3 clusters Score -3953147 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3953316.250000 Penalty: 5054.193359
	Iteration 54Q: 3 clusters Score -3953316 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3953542.750000 Penalty: 5054.193359
	Iteration 55Q: 3 clusters Score -3953543 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -3953882.250000 Penalty: 5054.193359
	Iteration 56Q: 3 clusters Score -3953882 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3954282.250000 Penalty: 5054.193359
	Iteration 57Q: 3 clusters Score -3954282 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3954638.750000 Penalty: 5054.193359
	Iteration 58Q: 3 clusters Score -3954639 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3954802.000000 Penalty: 5054.193359
	Iteration 59Q: 3 clusters Score -3954802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -3954882.000000 Penalty: 5054.193359
	Iteration 60F: 3 clusters Score -3954882 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3954930.000000 Penalty: 5054.193359
	Iteration 61Q: 3 clusters Score -3954930 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3954956.000000 Penalty: 5054.193359
	Iteration 62Q: 3 clusters Score -3954956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3954968.250000 Penalty: 5054.193359
	Iteration 63Q: 3 clusters Score -3954968 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3954991.000000 Penalty: 5054.193359
	Iteration 64Q: 3 clusters Score -3954991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -3955003.000000 Penalty: 5054.193359
	Iteration 65Q: 3 clusters Score -3955003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3955023.500000 Penalty: 5054.193359
	Iteration 66Q: 3 clusters Score -3955024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3955031.000000 Penalty: 5054.193359
	Iteration 67Q: 3 clusters Score -3955031 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3955036.250000 Penalty: 5054.193359
	Iteration 68Q: 3 clusters Score -3955036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3955056.000000 Penalty: 5054.193359
	Iteration 69Q: 3 clusters Score -3955056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3955077.250000 Penalty: 5054.193359
	Iteration 70Q: 3 clusters Score -3955077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3955092.750000 Penalty: 5054.193359
	Iteration 71Q: 3 clusters Score -3955093 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3955124.500000 Penalty: 5054.193359
	Iteration 72Q: 3 clusters Score -3955124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3955144.750000 Penalty: 5054.193359
	Iteration 73Q: 3 clusters Score -3955145 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3955175.500000 Penalty: 5054.193359
	Iteration 74Q: 3 clusters Score -3955176 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3955211.000000 Penalty: 5054.193359
	Iteration 75Q: 3 clusters Score -3955211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -3955248.500000 Penalty: 5054.193359
	Iteration 76Q: 3 clusters Score -3955248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3955291.750000 Penalty: 5054.193359
	Iteration 77Q: 3 clusters Score -3955292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3955353.250000 Penalty: 5054.193359
	Iteration 78Q: 3 clusters Score -3955353 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -3955411.000000 Penalty: 5054.193359
	Iteration 79Q: 3 clusters Score -3955411 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3955488.250000 Penalty: 5054.193359
	Iteration 80F: 3 clusters Score -3955488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -3955552.750000 Penalty: 5054.193359
	Iteration 81Q: 3 clusters Score -3955553 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3955616.000000 Penalty: 5054.193359
	Iteration 82Q: 3 clusters Score -3955616 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3955653.500000 Penalty: 5054.193359
	Iteration 83Q: 3 clusters Score -3955654 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3955704.250000 Penalty: 5054.193359
	Iteration 84Q: 3 clusters Score -3955704 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -3955734.250000 Penalty: 5054.193359
	Iteration 85Q: 3 clusters Score -3955734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3955765.000000 Penalty: 5054.193359
	Iteration 86Q: 3 clusters Score -3955765 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3955774.750000 Penalty: 5054.193359
	Iteration 87Q: 3 clusters Score -3955775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3955790.500000 Penalty: 5054.193359
	Iteration 88Q: 3 clusters Score -3955790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3955813.500000 Penalty: 5054.193359
	Iteration 89Q: 3 clusters Score -3955814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -3955820.750000 Penalty: 5054.193359
	Iteration 90Q: 3 clusters Score -3955821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3955823.500000 Penalty: 5054.193359
	Iteration 91Q: 3 clusters Score -3955824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3955831.750000 Penalty: 5054.193359
	Iteration 92Q: 3 clusters Score -3955832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3955834.750000 Penalty: 5054.193359
	Iteration 93Q: 3 clusters Score -3955835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -3955831.750000 Penalty: 5054.193359
	Iteration 94Q: 3 clusters Score -3955832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3955847.500000 Penalty: 5054.193359
	Iteration 95Q: 3 clusters Score -3955848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3955857.250000 Penalty: 5054.193359
	Iteration 96Q: 3 clusters Score -3955857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3955851.250000 Penalty: 5054.193359
	Iteration 97Q: 3 clusters Score -3955851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3955861.000000 Penalty: 5054.193359
	Iteration 98Q: 3 clusters Score -3955861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -3955857.500000 Penalty: 5054.193359
	Iteration 99Q: 3 clusters Score -3955858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -3955858.250000 Penalty: 5054.193359
	Iteration 100F: 3 clusters Score -3955858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -3955861.750000 Penalty: 5054.193359
	Iteration 101Q: 3 clusters Score -3955862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3955860.000000 Penalty: 5054.193359
	Iteration 102Q: 3 clusters Score -3955860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3955858.250000 Penalty: 5054.193359
	Iteration 103Q: 3 clusters Score -3955858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3955861.750000 Penalty: 5054.193359
	Iteration 104Q: 3 clusters Score -3955862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3955864.500000 Penalty: 5054.193359
	Iteration 105Q: 3 clusters Score -3955864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3955865.750000 Penalty: 5054.193359
	Iteration 106Q: 3 clusters Score -3955866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3955863.250000 Penalty: 5054.193359
	Iteration 107Q: 3 clusters Score -3955863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3955863.250000 Penalty: 5054.193359
	Iteration 108F: 3 clusters Score -3955863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 8018 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Entering Unmasked Estep 
Score: -115037136.000000 Penalty: 131500.921875
Splitting cluster 12 changes total score from -115036304.000000 to -115037136.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 13 (8018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Entering Unmasked Estep 
Score: -1150553.875000 Penalty: 2229.382324
	Iteration 0F: 2 clusters Score -1150554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1144189.000000 Penalty: 4458.764648
	Iteration 0F: 3 clusters Score -1144189 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1146240.500000 Penalty: 4458.764648
	Iteration 1F: 3 clusters Score -1146240 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1147350.625000 Penalty: 4458.764648
	Iteration 2F: 3 clusters Score -1147351 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1148883.125000 Penalty: 4458.764648
	Iteration 3F: 3 clusters Score -1148883 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1150150.250000 Penalty: 4458.764648
	Iteration 4F: 3 clusters Score -1150150 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1150830.250000 Penalty: 4458.764648
	Iteration 5F: 3 clusters Score -1150830 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1151099.000000 Penalty: 4458.764648
	Iteration 6Q: 3 clusters Score -1151099 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1151235.500000 Penalty: 4458.764648
	Iteration 7Q: 3 clusters Score -1151236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1151305.625000 Penalty: 4458.764648
	Iteration 8Q: 3 clusters Score -1151306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1151350.000000 Penalty: 4458.764648
	Iteration 9Q: 3 clusters Score -1151350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1151381.125000 Penalty: 4458.764648
	Iteration 10Q: 3 clusters Score -1151381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1151424.375000 Penalty: 4458.764648
	Iteration 11Q: 3 clusters Score -1151424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1151462.250000 Penalty: 4458.764648
	Iteration 12Q: 3 clusters Score -1151462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1151500.375000 Penalty: 4458.764648
	Iteration 13Q: 3 clusters Score -1151500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1151531.750000 Penalty: 4458.764648
	Iteration 14Q: 3 clusters Score -1151532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1151559.750000 Penalty: 4458.764648
	Iteration 15Q: 3 clusters Score -1151560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1151592.375000 Penalty: 4458.764648
	Iteration 16Q: 3 clusters Score -1151592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1151616.250000 Penalty: 4458.764648
	Iteration 17Q: 3 clusters Score -1151616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1151648.250000 Penalty: 4458.764648
	Iteration 18Q: 3 clusters Score -1151648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1151683.125000 Penalty: 4458.764648
	Iteration 19Q: 3 clusters Score -1151683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1151728.125000 Penalty: 4458.764648
	Iteration 20F: 3 clusters Score -1151728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1151763.750000 Penalty: 4458.764648
	Iteration 21Q: 3 clusters Score -1151764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1151794.875000 Penalty: 4458.764648
	Iteration 22Q: 3 clusters Score -1151795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1151824.000000 Penalty: 4458.764648
	Iteration 23Q: 3 clusters Score -1151824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1151865.375000 Penalty: 4458.764648
	Iteration 24Q: 3 clusters Score -1151865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1151881.375000 Penalty: 4458.764648
	Iteration 25Q: 3 clusters Score -1151881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1151887.125000 Penalty: 4458.764648
	Iteration 26Q: 3 clusters Score -1151887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1151893.125000 Penalty: 4458.764648
	Iteration 27Q: 3 clusters Score -1151893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1151894.500000 Penalty: 4458.764648
	Iteration 28Q: 3 clusters Score -1151894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1151900.875000 Penalty: 4458.764648
	Iteration 29Q: 3 clusters Score -1151901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1151903.375000 Penalty: 4458.764648
	Iteration 30Q: 3 clusters Score -1151903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1151903.875000 Penalty: 4458.764648
	Iteration 31Q: 3 clusters Score -1151904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1151906.625000 Penalty: 4458.764648
	Iteration 32Q: 3 clusters Score -1151907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1151906.625000 Penalty: 4458.764648
	Iteration 33F: 3 clusters Score -1151907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 18366 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Entering Unmasked Estep 
Score: -115037328.000000 Penalty: 134872.734375
Splitting cluster 13 changes total score from -115036304.000000 to -115037328.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 14 (99400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Entering Unmasked Estep 
Score: -14916009.000000 Penalty: 2853.713135
	Iteration 0F: 2 clusters Score -1.491601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -14849536.000000 Penalty: 5707.426270
	Iteration 0F: 3 clusters Score -1.484954e+07 nChanged 47238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -14876998.000000 Penalty: 5707.426270
	Iteration 1F: 3 clusters Score -1.4877e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -14877775.000000 Penalty: 5707.426270
	Iteration 2Q: 3 clusters Score -1.487778e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -14878804.000000 Penalty: 5707.426270
	Iteration 3Q: 3 clusters Score -1.48788e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -14880259.000000 Penalty: 5707.426270
	Iteration 4Q: 3 clusters Score -1.488026e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -14882487.000000 Penalty: 5707.426270
	Iteration 5Q: 3 clusters Score -1.488249e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -14886121.000000 Penalty: 5707.426270
	Iteration 6F: 3 clusters Score -1.488612e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -14891247.000000 Penalty: 5707.426270
	Iteration 7F: 3 clusters Score -1.489125e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -14898219.000000 Penalty: 5707.426270
	Iteration 8F: 3 clusters Score -1.489822e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -14904877.000000 Penalty: 5707.426270
	Iteration 9F: 3 clusters Score -1.490488e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -14909309.000000 Penalty: 5707.426270
	Iteration 10F: 3 clusters Score -1.490931e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 96515 members 
Entering Unmasked Estep 
Score: -14911706.000000 Penalty: 5707.426270
	Iteration 11Q: 3 clusters Score -1.491171e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 97701 members 
Entering Unmasked Estep 
Score: -14912674.000000 Penalty: 5707.426270
	Iteration 12Q: 3 clusters Score -1.491267e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -14913113.000000 Penalty: 5707.426270
	Iteration 13Q: 3 clusters Score -1.491311e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -14913332.000000 Penalty: 5707.426270
	Iteration 14Q: 3 clusters Score -1.491333e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -14913445.000000 Penalty: 5707.426270
	Iteration 15Q: 3 clusters Score -1.491344e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -14913521.000000 Penalty: 5707.426270
	Iteration 16Q: 3 clusters Score -1.491352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -14913562.000000 Penalty: 5707.426270
	Iteration 17Q: 3 clusters Score -1.491356e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 98736 members 
Entering Unmasked Estep 
Score: -14913562.000000 Penalty: 5707.426270
	Iteration 18Q: 3 clusters Score -1.491356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 98741 members 
Entering Unmasked Estep 
Score: -14913590.000000 Penalty: 5707.426270
	Iteration 19Q: 3 clusters Score -1.491359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 98753 members 
Entering Unmasked Estep 
Score: -14913603.000000 Penalty: 5707.426270
	Iteration 20F: 3 clusters Score -1.49136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -14913608.000000 Penalty: 5707.426270
	Iteration 21Q: 3 clusters Score -1.491361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -14913612.000000 Penalty: 5707.426270
	Iteration 22Q: 3 clusters Score -1.491361e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -14913630.000000 Penalty: 5707.426270
	Iteration 23Q: 3 clusters Score -1.491363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 98788 members 
Entering Unmasked Estep 
Score: -14913645.000000 Penalty: 5707.426270
	Iteration 24Q: 3 clusters Score -1.491364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 98796 members 
Entering Unmasked Estep 
Score: -14913648.000000 Penalty: 5707.426270
	Iteration 25Q: 3 clusters Score -1.491365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 98800 members 
Entering Unmasked Estep 
Score: -14913657.000000 Penalty: 5707.426270
	Iteration 26Q: 3 clusters Score -1.491366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -14913647.000000 Penalty: 5707.426270
	Iteration 27Q: 3 clusters Score -1.491365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -14913650.000000 Penalty: 5707.426270
	Iteration 28Q: 3 clusters Score -1.491365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -14913648.000000 Penalty: 5707.426270
	Iteration 29Q: 3 clusters Score -1.491365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -14913649.000000 Penalty: 5707.426270
	Iteration 30Q: 3 clusters Score -1.491365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -14913649.000000 Penalty: 5707.426270
	Iteration 31F: 3 clusters Score -1.491365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -1722526.875000 Penalty: 2320.030273
	Iteration 0F: 2 clusters Score -1722527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1713839.625000 Penalty: 4640.060547
	Iteration 0F: 3 clusters Score -1713840 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1716511.500000 Penalty: 4640.060547
	Iteration 1F: 3 clusters Score -1716512 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1716906.750000 Penalty: 4640.060547
	Iteration 2F: 3 clusters Score -1716907 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1717209.625000 Penalty: 4640.060547
	Iteration 3F: 3 clusters Score -1717210 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1717475.250000 Penalty: 4640.060547
	Iteration 4Q: 3 clusters Score -1717475 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1717725.625000 Penalty: 4640.060547
	Iteration 5Q: 3 clusters Score -1717726 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1718001.500000 Penalty: 4640.060547
	Iteration 6Q: 3 clusters Score -1718002 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1718323.375000 Penalty: 4640.060547
	Iteration 7Q: 3 clusters Score -1718323 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1718738.000000 Penalty: 4640.060547
	Iteration 8Q: 3 clusters Score -1718738 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1719241.375000 Penalty: 4640.060547
	Iteration 9Q: 3 clusters Score -1719241 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1719754.000000 Penalty: 4640.060547
	Iteration 10F: 3 clusters Score -1719754 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1720168.500000 Penalty: 4640.060547
	Iteration 11F: 3 clusters Score -1720168 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1720470.250000 Penalty: 4640.060547
	Iteration 12Q: 3 clusters Score -1720470 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1720654.625000 Penalty: 4640.060547
	Iteration 13Q: 3 clusters Score -1720655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1720764.125000 Penalty: 4640.060547
	Iteration 14Q: 3 clusters Score -1720764 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1720824.000000 Penalty: 4640.060547
	Iteration 15Q: 3 clusters Score -1720824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1720871.375000 Penalty: 4640.060547
	Iteration 16Q: 3 clusters Score -1720871 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1720899.875000 Penalty: 4640.060547
	Iteration 17Q: 3 clusters Score -1720900 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1720928.125000 Penalty: 4640.060547
	Iteration 18Q: 3 clusters Score -1720928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1720952.125000 Penalty: 4640.060547
	Iteration 19Q: 3 clusters Score -1720952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1720962.875000 Penalty: 4640.060547
	Iteration 20F: 3 clusters Score -1720963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1720978.625000 Penalty: 4640.060547
	Iteration 21Q: 3 clusters Score -1720979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1720988.500000 Penalty: 4640.060547
	Iteration 22Q: 3 clusters Score -1720988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1720991.500000 Penalty: 4640.060547
	Iteration 23Q: 3 clusters Score -1720992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1721004.375000 Penalty: 4640.060547
	Iteration 24Q: 3 clusters Score -1721004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1721006.500000 Penalty: 4640.060547
	Iteration 25Q: 3 clusters Score -1721006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1721008.375000 Penalty: 4640.060547
	Iteration 26Q: 3 clusters Score -1721008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1721018.000000 Penalty: 4640.060547
	Iteration 27Q: 3 clusters Score -1721018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1721019.250000 Penalty: 4640.060547
	Iteration 28Q: 3 clusters Score -1721019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1721024.625000 Penalty: 4640.060547
	Iteration 29Q: 3 clusters Score -1721025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1721028.500000 Penalty: 4640.060547
	Iteration 30Q: 3 clusters Score -1721028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1721031.250000 Penalty: 4640.060547
	Iteration 31Q: 3 clusters Score -1721031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1721043.250000 Penalty: 4640.060547
	Iteration 32Q: 3 clusters Score -1721043 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1721051.000000 Penalty: 4640.060547
	Iteration 33Q: 3 clusters Score -1721051 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1721067.250000 Penalty: 4640.060547
	Iteration 34Q: 3 clusters Score -1721067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1721075.000000 Penalty: 4640.060547
	Iteration 35Q: 3 clusters Score -1721075 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1721094.375000 Penalty: 4640.060547
	Iteration 36Q: 3 clusters Score -1721094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1721117.125000 Penalty: 4640.060547
	Iteration 37Q: 3 clusters Score -1721117 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1721153.875000 Penalty: 4640.060547
	Iteration 38Q: 3 clusters Score -1721154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1721198.500000 Penalty: 4640.060547
	Iteration 39Q: 3 clusters Score -1721198 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1721259.375000 Penalty: 4640.060547
	Iteration 40F: 3 clusters Score -1721259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1721332.625000 Penalty: 4640.060547
	Iteration 41Q: 3 clusters Score -1721333 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1721438.375000 Penalty: 4640.060547
	Iteration 42Q: 3 clusters Score -1721438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1721536.750000 Penalty: 4640.060547
	Iteration 43Q: 3 clusters Score -1721537 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1721644.750000 Penalty: 4640.060547
	Iteration 44Q: 3 clusters Score -1721645 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1721807.875000 Penalty: 4640.060547
	Iteration 45Q: 3 clusters Score -1721808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1721933.875000 Penalty: 4640.060547
	Iteration 46Q: 3 clusters Score -1721934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1722025.375000 Penalty: 4640.060547
	Iteration 47Q: 3 clusters Score -1722025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1722070.500000 Penalty: 4640.060547
	Iteration 48Q: 3 clusters Score -1722070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1722101.375000 Penalty: 4640.060547
	Iteration 49Q: 3 clusters Score -1722101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1722110.000000 Penalty: 4640.060547
	Iteration 50Q: 3 clusters Score -1722110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1722122.375000 Penalty: 4640.060547
	Iteration 51Q: 3 clusters Score -1722122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1722124.125000 Penalty: 4640.060547
	Iteration 52Q: 3 clusters Score -1722124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1722123.125000 Penalty: 4640.060547
	Iteration 53Q: 3 clusters Score -1722123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1722130.375000 Penalty: 4640.060547
	Iteration 54Q: 3 clusters Score -1722130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1722132.500000 Penalty: 4640.060547
	Iteration 55Q: 3 clusters Score -1722132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1722131.500000 Penalty: 4640.060547
	Iteration 56Q: 3 clusters Score -1722132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1722135.250000 Penalty: 4640.060547
	Iteration 57Q: 3 clusters Score -1722135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1722132.875000 Penalty: 4640.060547
	Iteration 58Q: 3 clusters Score -1722133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1722134.875000 Penalty: 4640.060547
	Iteration 59Q: 3 clusters Score -1722135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1722134.875000 Penalty: 4640.060547
	Iteration 60F: 3 clusters Score -1722135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Entering Unmasked Estep 
Score: -2713515.500000 Penalty: 2434.927490
	Iteration 0F: 2 clusters Score -2713516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2700579.750000 Penalty: 4869.854980
	Iteration 0F: 3 clusters Score -2700580 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2704963.000000 Penalty: 4869.854980
	Iteration 1F: 3 clusters Score -2704963 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2705651.250000 Penalty: 4869.854980
	Iteration 2F: 3 clusters Score -2705651 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2706430.250000 Penalty: 4869.854980
	Iteration 3F: 3 clusters Score -2706430 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2707195.500000 Penalty: 4869.854980
	Iteration 4F: 3 clusters Score -2707196 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -2707861.500000 Penalty: 4869.854980
	Iteration 5F: 3 clusters Score -2707862 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2708430.750000 Penalty: 4869.854980
	Iteration 6F: 3 clusters Score -2708431 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2708890.000000 Penalty: 4869.854980
	Iteration 7Q: 3 clusters Score -2708890 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2709323.500000 Penalty: 4869.854980
	Iteration 8Q: 3 clusters Score -2709324 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2709731.750000 Penalty: 4869.854980
	Iteration 9Q: 3 clusters Score -2709732 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2710154.250000 Penalty: 4869.854980
	Iteration 10Q: 3 clusters Score -2710154 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2710586.750000 Penalty: 4869.854980
	Iteration 11Q: 3 clusters Score -2710587 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2711148.750000 Penalty: 4869.854980
	Iteration 12Q: 3 clusters Score -2711149 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2711848.000000 Penalty: 4869.854980
	Iteration 13Q: 3 clusters Score -2711848 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2712810.500000 Penalty: 4869.854980
	Iteration 14Q: 3 clusters Score -2712810 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2713829.000000 Penalty: 4869.854980
	Iteration 15Q: 3 clusters Score -2713829 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2714287.000000 Penalty: 4869.854980
	Iteration 16Q: 3 clusters Score -2714287 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2714450.250000 Penalty: 4869.854980
	Iteration 17Q: 3 clusters Score -2714450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2714524.500000 Penalty: 4869.854980
	Iteration 18Q: 3 clusters Score -2714524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2714559.750000 Penalty: 4869.854980
	Iteration 19Q: 3 clusters Score -2714560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2714570.000000 Penalty: 4869.854980
	Iteration 20F: 3 clusters Score -2714570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2714570.000000 Penalty: 4869.854980
	Iteration 21Q: 3 clusters Score -2714570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2714573.250000 Penalty: 4869.854980
	Iteration 22Q: 3 clusters Score -2714573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2714580.000000 Penalty: 4869.854980
	Iteration 23Q: 3 clusters Score -2714580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2714577.500000 Penalty: 4869.854980
	Iteration 24Q: 3 clusters Score -2714578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2714579.250000 Penalty: 4869.854980
	Iteration 25Q: 3 clusters Score -2714579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2714580.000000 Penalty: 4869.854980
	Iteration 26Q: 3 clusters Score -2714580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2714574.250000 Penalty: 4869.854980
	Iteration 27Q: 3 clusters Score -2714574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2714574.250000 Penalty: 4869.854980
	Iteration 28F: 3 clusters Score -2714574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Entering Unmasked Estep 
Score: -115037720.000000 Penalty: 138244.546875
Splitting cluster 16 changes total score from -115036304.000000 to -115037720.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (29432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Entering Unmasked Estep 
Score: -4128396.000000 Penalty: 2551.879883
	Iteration 0F: 2 clusters Score -4128396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4108348.500000 Penalty: 5103.759766
	Iteration 0F: 3 clusters Score -4108348 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4116239.750000 Penalty: 5103.759766
	Iteration 1F: 3 clusters Score -4116240 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4117228.250000 Penalty: 5103.759766
	Iteration 2F: 3 clusters Score -4117228 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4118380.750000 Penalty: 5103.759766
	Iteration 3F: 3 clusters Score -4118381 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -4119524.250000 Penalty: 5103.759766
	Iteration 4F: 3 clusters Score -4119524 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4120590.500000 Penalty: 5103.759766
	Iteration 5F: 3 clusters Score -4120590 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4121530.000000 Penalty: 5103.759766
	Iteration 6F: 3 clusters Score -4121530 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -4122292.000000 Penalty: 5103.759766
	Iteration 7Q: 3 clusters Score -4122292 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4122982.000000 Penalty: 5103.759766
	Iteration 8Q: 3 clusters Score -4122982 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4123467.250000 Penalty: 5103.759766
	Iteration 9Q: 3 clusters Score -4123467 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -4123874.250000 Penalty: 5103.759766
	Iteration 10Q: 3 clusters Score -4123874 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4124168.000000 Penalty: 5103.759766
	Iteration 11Q: 3 clusters Score -4124168 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4124378.000000 Penalty: 5103.759766
	Iteration 12Q: 3 clusters Score -4124378 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4124533.500000 Penalty: 5103.759766
	Iteration 13Q: 3 clusters Score -4124534 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4124662.000000 Penalty: 5103.759766
	Iteration 14Q: 3 clusters Score -4124662 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -4124770.500000 Penalty: 5103.759766
	Iteration 15Q: 3 clusters Score -4124770 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -4124850.250000 Penalty: 5103.759766
	Iteration 16Q: 3 clusters Score -4124850 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4124930.250000 Penalty: 5103.759766
	Iteration 17Q: 3 clusters Score -4124930 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4124999.750000 Penalty: 5103.759766
	Iteration 18Q: 3 clusters Score -4125000 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4125048.250000 Penalty: 5103.759766
	Iteration 19Q: 3 clusters Score -4125048 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -4125099.000000 Penalty: 5103.759766
	Iteration 20F: 3 clusters Score -4125099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -4125135.250000 Penalty: 5103.759766
	Iteration 21Q: 3 clusters Score -4125135 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4125207.750000 Penalty: 5103.759766
	Iteration 22Q: 3 clusters Score -4125208 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -4125235.000000 Penalty: 5103.759766
	Iteration 23Q: 3 clusters Score -4125235 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -4125281.000000 Penalty: 5103.759766
	Iteration 24Q: 3 clusters Score -4125281 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -4125328.750000 Penalty: 5103.759766
	Iteration 25Q: 3 clusters Score -4125329 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4125387.000000 Penalty: 5103.759766
	Iteration 26Q: 3 clusters Score -4125387 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -4125430.000000 Penalty: 5103.759766
	Iteration 27Q: 3 clusters Score -4125430 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4125457.750000 Penalty: 5103.759766
	Iteration 28Q: 3 clusters Score -4125458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4125520.500000 Penalty: 5103.759766
	Iteration 29Q: 3 clusters Score -4125520 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4125533.250000 Penalty: 5103.759766
	Iteration 30Q: 3 clusters Score -4125533 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -4125565.500000 Penalty: 5103.759766
	Iteration 31Q: 3 clusters Score -4125566 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -4125624.250000 Penalty: 5103.759766
	Iteration 32Q: 3 clusters Score -4125624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4125661.000000 Penalty: 5103.759766
	Iteration 33Q: 3 clusters Score -4125661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4125726.500000 Penalty: 5103.759766
	Iteration 34Q: 3 clusters Score -4125726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -4125782.000000 Penalty: 5103.759766
	Iteration 35Q: 3 clusters Score -4125782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4125823.500000 Penalty: 5103.759766
	Iteration 36Q: 3 clusters Score -4125824 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -4125850.500000 Penalty: 5103.759766
	Iteration 37Q: 3 clusters Score -4125850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4125891.750000 Penalty: 5103.759766
	Iteration 38Q: 3 clusters Score -4125892 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4125938.750000 Penalty: 5103.759766
	Iteration 39Q: 3 clusters Score -4125939 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4125990.000000 Penalty: 5103.759766
	Iteration 40F: 3 clusters Score -4125990 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4126019.750000 Penalty: 5103.759766
	Iteration 41Q: 3 clusters Score -4126020 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4126058.250000 Penalty: 5103.759766
	Iteration 42Q: 3 clusters Score -4126058 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -4126088.000000 Penalty: 5103.759766
	Iteration 43Q: 3 clusters Score -4126088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -4126110.750000 Penalty: 5103.759766
	Iteration 44Q: 3 clusters Score -4126111 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4126165.250000 Penalty: 5103.759766
	Iteration 45Q: 3 clusters Score -4126165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -4126197.000000 Penalty: 5103.759766
	Iteration 46Q: 3 clusters Score -4126197 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4126249.500000 Penalty: 5103.759766
	Iteration 47Q: 3 clusters Score -4126250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4126304.000000 Penalty: 5103.759766
	Iteration 48Q: 3 clusters Score -4126304 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4126329.000000 Penalty: 5103.759766
	Iteration 49Q: 3 clusters Score -4126329 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4126381.250000 Penalty: 5103.759766
	Iteration 50Q: 3 clusters Score -4126381 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -4126430.000000 Penalty: 5103.759766
	Iteration 51Q: 3 clusters Score -4126430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4126450.000000 Penalty: 5103.759766
	Iteration 52Q: 3 clusters Score -4126450 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4126482.750000 Penalty: 5103.759766
	Iteration 53Q: 3 clusters Score -4126483 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -4126521.500000 Penalty: 5103.759766
	Iteration 54Q: 3 clusters Score -4126522 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4126551.250000 Penalty: 5103.759766
	Iteration 55Q: 3 clusters Score -4126551 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4126582.000000 Penalty: 5103.759766
	Iteration 56Q: 3 clusters Score -4126582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -4126625.000000 Penalty: 5103.759766
	Iteration 57Q: 3 clusters Score -4126625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -4126663.250000 Penalty: 5103.759766
	Iteration 58Q: 3 clusters Score -4126663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -4126673.750000 Penalty: 5103.759766
	Iteration 59Q: 3 clusters Score -4126674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4126697.750000 Penalty: 5103.759766
	Iteration 60F: 3 clusters Score -4126698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -4126730.000000 Penalty: 5103.759766
	Iteration 61Q: 3 clusters Score -4126730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4126758.750000 Penalty: 5103.759766
	Iteration 62Q: 3 clusters Score -4126759 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4126781.000000 Penalty: 5103.759766
	Iteration 63Q: 3 clusters Score -4126781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4126812.750000 Penalty: 5103.759766
	Iteration 64Q: 3 clusters Score -4126813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4126844.250000 Penalty: 5103.759766
	Iteration 65Q: 3 clusters Score -4126844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4126883.500000 Penalty: 5103.759766
	Iteration 66Q: 3 clusters Score -4126884 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -4126922.000000 Penalty: 5103.759766
	Iteration 67Q: 3 clusters Score -4126922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4126968.250000 Penalty: 5103.759766
	Iteration 68Q: 3 clusters Score -4126968 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4127006.750000 Penalty: 5103.759766
	Iteration 69Q: 3 clusters Score -4127007 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4127055.250000 Penalty: 5103.759766
	Iteration 70Q: 3 clusters Score -4127055 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4127113.750000 Penalty: 5103.759766
	Iteration 71Q: 3 clusters Score -4127114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4127174.500000 Penalty: 5103.759766
	Iteration 72Q: 3 clusters Score -4127174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4127208.250000 Penalty: 5103.759766
	Iteration 73Q: 3 clusters Score -4127208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4127244.000000 Penalty: 5103.759766
	Iteration 74Q: 3 clusters Score -4127244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4127268.250000 Penalty: 5103.759766
	Iteration 75Q: 3 clusters Score -4127268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4127284.500000 Penalty: 5103.759766
	Iteration 76Q: 3 clusters Score -4127284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4127297.500000 Penalty: 5103.759766
	Iteration 77Q: 3 clusters Score -4127298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4127306.000000 Penalty: 5103.759766
	Iteration 78Q: 3 clusters Score -4127306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4127322.000000 Penalty: 5103.759766
	Iteration 79Q: 3 clusters Score -4127322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4127326.750000 Penalty: 5103.759766
	Iteration 80F: 3 clusters Score -4127327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4127330.500000 Penalty: 5103.759766
	Iteration 81Q: 3 clusters Score -4127330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4127331.000000 Penalty: 5103.759766
	Iteration 82Q: 3 clusters Score -4127331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4127338.000000 Penalty: 5103.759766
	Iteration 83Q: 3 clusters Score -4127338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4127342.750000 Penalty: 5103.759766
	Iteration 84Q: 3 clusters Score -4127343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4127335.750000 Penalty: 5103.759766
	Iteration 85Q: 3 clusters Score -4127336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4127336.750000 Penalty: 5103.759766
	Iteration 86Q: 3 clusters Score -4127337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4127338.750000 Penalty: 5103.759766
	Iteration 87Q: 3 clusters Score -4127339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4127337.000000 Penalty: 5103.759766
	Iteration 88Q: 3 clusters Score -4127337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4127336.500000 Penalty: 5103.759766
	Iteration 89Q: 3 clusters Score -4127336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4127336.500000 Penalty: 5103.759766
	Iteration 90F: 3 clusters Score -4127336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Entering Unmasked Estep 
Score: -1567450.000000 Penalty: 2305.627441
	Iteration 0F: 2 clusters Score -1567450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1559260.750000 Penalty: 4611.254883
	Iteration 0F: 3 clusters Score -1559261 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1561863.375000 Penalty: 4611.254883
	Iteration 1F: 3 clusters Score -1561863 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1562542.375000 Penalty: 4611.254883
	Iteration 2F: 3 clusters Score -1562542 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1563192.500000 Penalty: 4611.254883
	Iteration 3F: 3 clusters Score -1563192 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1563870.250000 Penalty: 4611.254883
	Iteration 4F: 3 clusters Score -1563870 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1564554.000000 Penalty: 4611.254883
	Iteration 5F: 3 clusters Score -1564554 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1565167.875000 Penalty: 4611.254883
	Iteration 6F: 3 clusters Score -1565168 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1565560.500000 Penalty: 4611.254883
	Iteration 7F: 3 clusters Score -1565560 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1565861.500000 Penalty: 4611.254883
	Iteration 8Q: 3 clusters Score -1565862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1566043.375000 Penalty: 4611.254883
	Iteration 9Q: 3 clusters Score -1566043 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1566180.375000 Penalty: 4611.254883
	Iteration 10Q: 3 clusters Score -1566180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1566268.500000 Penalty: 4611.254883
	Iteration 11Q: 3 clusters Score -1566268 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1566349.500000 Penalty: 4611.254883
	Iteration 12Q: 3 clusters Score -1566350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1566423.875000 Penalty: 4611.254883
	Iteration 13Q: 3 clusters Score -1566424 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1566493.500000 Penalty: 4611.254883
	Iteration 14Q: 3 clusters Score -1566494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1566549.625000 Penalty: 4611.254883
	Iteration 15Q: 3 clusters Score -1566550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1566613.125000 Penalty: 4611.254883
	Iteration 16Q: 3 clusters Score -1566613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1566676.375000 Penalty: 4611.254883
	Iteration 17Q: 3 clusters Score -1566676 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1566755.500000 Penalty: 4611.254883
	Iteration 18Q: 3 clusters Score -1566756 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1566841.250000 Penalty: 4611.254883
	Iteration 19Q: 3 clusters Score -1566841 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1566911.375000 Penalty: 4611.254883
	Iteration 20F: 3 clusters Score -1566911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1566972.250000 Penalty: 4611.254883
	Iteration 21Q: 3 clusters Score -1566972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1567024.500000 Penalty: 4611.254883
	Iteration 22Q: 3 clusters Score -1567024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1567049.250000 Penalty: 4611.254883
	Iteration 23Q: 3 clusters Score -1567049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1567070.375000 Penalty: 4611.254883
	Iteration 24Q: 3 clusters Score -1567070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1567097.000000 Penalty: 4611.254883
	Iteration 25Q: 3 clusters Score -1567097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1567118.125000 Penalty: 4611.254883
	Iteration 26Q: 3 clusters Score -1567118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1567147.250000 Penalty: 4611.254883
	Iteration 27Q: 3 clusters Score -1567147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1567164.125000 Penalty: 4611.254883
	Iteration 28Q: 3 clusters Score -1567164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1567181.125000 Penalty: 4611.254883
	Iteration 29Q: 3 clusters Score -1567181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1567192.875000 Penalty: 4611.254883
	Iteration 30Q: 3 clusters Score -1567193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1567204.375000 Penalty: 4611.254883
	Iteration 31Q: 3 clusters Score -1567204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1567213.625000 Penalty: 4611.254883
	Iteration 32Q: 3 clusters Score -1567214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1567223.500000 Penalty: 4611.254883
	Iteration 33Q: 3 clusters Score -1567224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1567232.875000 Penalty: 4611.254883
	Iteration 34Q: 3 clusters Score -1567233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1567237.625000 Penalty: 4611.254883
	Iteration 35Q: 3 clusters Score -1567238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1567243.875000 Penalty: 4611.254883
	Iteration 36Q: 3 clusters Score -1567244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1567248.500000 Penalty: 4611.254883
	Iteration 37Q: 3 clusters Score -1567248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1567256.125000 Penalty: 4611.254883
	Iteration 38Q: 3 clusters Score -1567256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1567256.875000 Penalty: 4611.254883
	Iteration 39Q: 3 clusters Score -1567257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1567257.750000 Penalty: 4611.254883
	Iteration 40F: 3 clusters Score -1567258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1567261.750000 Penalty: 4611.254883
	Iteration 41Q: 3 clusters Score -1567262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1567261.250000 Penalty: 4611.254883
	Iteration 42Q: 3 clusters Score -1567261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1567260.875000 Penalty: 4611.254883
	Iteration 43Q: 3 clusters Score -1567261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1567262.250000 Penalty: 4611.254883
	Iteration 44Q: 3 clusters Score -1567262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1567260.125000 Penalty: 4611.254883
	Iteration 45Q: 3 clusters Score -1567260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1567262.125000 Penalty: 4611.254883
	Iteration 46Q: 3 clusters Score -1567262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1567263.250000 Penalty: 4611.254883
	Iteration 47Q: 3 clusters Score -1567263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1567263.500000 Penalty: 4611.254883
	Iteration 48Q: 3 clusters Score -1567264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1567263.125000 Penalty: 4611.254883
	Iteration 49Q: 3 clusters Score -1567263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1567261.125000 Penalty: 4611.254883
	Iteration 50Q: 3 clusters Score -1567261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1567263.375000 Penalty: 4611.254883
	Iteration 51Q: 3 clusters Score -1567263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1567261.625000 Penalty: 4611.254883
	Iteration 52Q: 3 clusters Score -1567262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1567261.750000 Penalty: 4611.254883
	Iteration 53Q: 3 clusters Score -1567262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1567264.125000 Penalty: 4611.254883
	Iteration 54Q: 3 clusters Score -1567264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1567260.500000 Penalty: 4611.254883
	Iteration 55Q: 3 clusters Score -1567260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1567262.500000 Penalty: 4611.254883
	Iteration 56Q: 3 clusters Score -1567262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1567262.500000 Penalty: 4611.254883
	Iteration 57F: 3 clusters Score -1567262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -530175.937500 Penalty: 2036.716919
	Iteration 0F: 2 clusters Score -530175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -526479.562500 Penalty: 4073.433838
	Iteration 0F: 3 clusters Score -526479.6 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -527339.812500 Penalty: 4073.433838
	Iteration 1F: 3 clusters Score -527339.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -527536.125000 Penalty: 4073.433838
	Iteration 2F: 3 clusters Score -527536.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -527695.437500 Penalty: 4073.433838
	Iteration 3F: 3 clusters Score -527695.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -527888.750000 Penalty: 4073.433838
	Iteration 4F: 3 clusters Score -527888.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -528161.500000 Penalty: 4073.433838
	Iteration 5F: 3 clusters Score -528161.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -528490.812500 Penalty: 4073.433838
	Iteration 6F: 3 clusters Score -528490.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -528785.750000 Penalty: 4073.433838
	Iteration 7F: 3 clusters Score -528785.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -529041.187500 Penalty: 4073.433838
	Iteration 8F: 3 clusters Score -529041.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -529210.687500 Penalty: 4073.433838
	Iteration 9Q: 3 clusters Score -529210.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -529359.000000 Penalty: 4073.433838
	Iteration 10Q: 3 clusters Score -529359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -529467.187500 Penalty: 4073.433838
	Iteration 11Q: 3 clusters Score -529467.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -529570.750000 Penalty: 4073.433838
	Iteration 12Q: 3 clusters Score -529570.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -529672.312500 Penalty: 4073.433838
	Iteration 13Q: 3 clusters Score -529672.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -529769.625000 Penalty: 4073.433838
	Iteration 14Q: 3 clusters Score -529769.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -529930.687500 Penalty: 4073.433838
	Iteration 15Q: 3 clusters Score -529930.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -530105.187500 Penalty: 4073.433838
	Iteration 16Q: 3 clusters Score -530105.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -530251.000000 Penalty: 4073.433838
	Iteration 17Q: 3 clusters Score -530251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -530326.750000 Penalty: 4073.433838
	Iteration 18Q: 3 clusters Score -530326.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -530362.187500 Penalty: 4073.433838
	Iteration 19Q: 3 clusters Score -530362.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -530389.250000 Penalty: 4073.433838
	Iteration 20F: 3 clusters Score -530389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -530402.500000 Penalty: 4073.433838
	Iteration 21Q: 3 clusters Score -530402.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -530412.375000 Penalty: 4073.433838
	Iteration 22Q: 3 clusters Score -530412.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -530421.312500 Penalty: 4073.433838
	Iteration 23Q: 3 clusters Score -530421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -530426.312500 Penalty: 4073.433838
	Iteration 24Q: 3 clusters Score -530426.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -530429.812500 Penalty: 4073.433838
	Iteration 25Q: 3 clusters Score -530429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -530431.500000 Penalty: 4073.433838
	Iteration 26Q: 3 clusters Score -530431.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -530433.125000 Penalty: 4073.433838
	Iteration 27Q: 3 clusters Score -530433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -530434.250000 Penalty: 4073.433838
	Iteration 28Q: 3 clusters Score -530434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -530433.875000 Penalty: 4073.433838
	Iteration 29Q: 3 clusters Score -530433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -530433.875000 Penalty: 4073.433838
	Iteration 30F: 3 clusters Score -530433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Entering Unmasked Estep 
Score: -115036688.000000 Penalty: 141616.375000
Splitting cluster 19 changes total score from -115036304.000000 to -115036688.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (101538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101538 members 
Entering Unmasked Estep 
Score: -15022772.000000 Penalty: 2858.990723
	Iteration 0F: 2 clusters Score -1.502277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -14955139.000000 Penalty: 5717.981445
	Iteration 0F: 3 clusters Score -1.495514e+07 nChanged 48116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -14983112.000000 Penalty: 5717.981445
	Iteration 1F: 3 clusters Score -1.498311e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -14984433.000000 Penalty: 5717.981445
	Iteration 2Q: 3 clusters Score -1.498443e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -14986284.000000 Penalty: 5717.981445
	Iteration 3Q: 3 clusters Score -1.498628e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -14988615.000000 Penalty: 5717.981445
	Iteration 4Q: 3 clusters Score -1.498862e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -14991462.000000 Penalty: 5717.981445
	Iteration 5F: 3 clusters Score -1.499146e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -14994525.000000 Penalty: 5717.981445
	Iteration 6F: 3 clusters Score -1.499452e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -14997552.000000 Penalty: 5717.981445
	Iteration 7F: 3 clusters Score -1.499755e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -15000376.000000 Penalty: 5717.981445
	Iteration 8F: 3 clusters Score -1.500038e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -15002687.000000 Penalty: 5717.981445
	Iteration 9Q: 3 clusters Score -1.500269e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 59095 members 
Entering Unmasked Estep 
Score: -15004713.000000 Penalty: 5717.981445
	Iteration 10Q: 3 clusters Score -1.500471e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 61579 members 
Entering Unmasked Estep 
Score: -15006261.000000 Penalty: 5717.981445
	Iteration 11Q: 3 clusters Score -1.500626e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -15007797.000000 Penalty: 5717.981445
	Iteration 12Q: 3 clusters Score -1.50078e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -15009105.000000 Penalty: 5717.981445
	Iteration 13Q: 3 clusters Score -1.50091e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 70066 members 
Entering Unmasked Estep 
Score: -15010317.000000 Penalty: 5717.981445
	Iteration 14Q: 3 clusters Score -1.501032e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -15011453.000000 Penalty: 5717.981445
	Iteration 15Q: 3 clusters Score -1.501145e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -15012704.000000 Penalty: 5717.981445
	Iteration 16Q: 3 clusters Score -1.50127e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -15014024.000000 Penalty: 5717.981445
	Iteration 17Q: 3 clusters Score -1.501402e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -15015314.000000 Penalty: 5717.981445
	Iteration 18Q: 3 clusters Score -1.501531e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 84676 members 
Entering Unmasked Estep 
Score: -15016508.000000 Penalty: 5717.981445
	Iteration 19Q: 3 clusters Score -1.501651e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -15017391.000000 Penalty: 5717.981445
	Iteration 20F: 3 clusters Score -1.501739e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -15018184.000000 Penalty: 5717.981445
	Iteration 21Q: 3 clusters Score -1.501818e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -15018802.000000 Penalty: 5717.981445
	Iteration 22Q: 3 clusters Score -1.50188e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -15019317.000000 Penalty: 5717.981445
	Iteration 23Q: 3 clusters Score -1.501932e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -15019641.000000 Penalty: 5717.981445
	Iteration 24Q: 3 clusters Score -1.501964e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 94479 members 
Entering Unmasked Estep 
Score: -15019948.000000 Penalty: 5717.981445
	Iteration 25Q: 3 clusters Score -1.501995e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -15020204.000000 Penalty: 5717.981445
	Iteration 26Q: 3 clusters Score -1.50202e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 95765 members 
Entering Unmasked Estep 
Score: -15020369.000000 Penalty: 5717.981445
	Iteration 27Q: 3 clusters Score -1.502037e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -15020528.000000 Penalty: 5717.981445
	Iteration 28Q: 3 clusters Score -1.502053e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -15020649.000000 Penalty: 5717.981445
	Iteration 29Q: 3 clusters Score -1.502065e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -15020715.000000 Penalty: 5717.981445
	Iteration 30Q: 3 clusters Score -1.502072e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -15020795.000000 Penalty: 5717.981445
	Iteration 31Q: 3 clusters Score -1.50208e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -15020886.000000 Penalty: 5717.981445
	Iteration 32Q: 3 clusters Score -1.502089e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 97452 members 
Entering Unmasked Estep 
Score: -15020891.000000 Penalty: 5717.981445
	Iteration 33Q: 3 clusters Score -1.502089e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -15020927.000000 Penalty: 5717.981445
	Iteration 34Q: 3 clusters Score -1.502093e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -15020980.000000 Penalty: 5717.981445
	Iteration 35Q: 3 clusters Score -1.502098e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -15021025.000000 Penalty: 5717.981445
	Iteration 36Q: 3 clusters Score -1.502102e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 97929 members 
Entering Unmasked Estep 
Score: -15021050.000000 Penalty: 5717.981445
	Iteration 37Q: 3 clusters Score -1.502105e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 97984 members 
Entering Unmasked Estep 
Score: -15021090.000000 Penalty: 5717.981445
	Iteration 38Q: 3 clusters Score -1.502109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -15021090.000000 Penalty: 5717.981445
	Iteration 39Q: 3 clusters Score -1.502109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -15021099.000000 Penalty: 5717.981445
	Iteration 40F: 3 clusters Score -1.50211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -15021094.000000 Penalty: 5717.981445
	Iteration 41Q: 3 clusters Score -1.502109e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -15021086.000000 Penalty: 5717.981445
	Iteration 42Q: 3 clusters Score -1.502109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -15021098.000000 Penalty: 5717.981445
	Iteration 43Q: 3 clusters Score -1.50211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 98168 members 
Entering Unmasked Estep 
Score: -15021092.000000 Penalty: 5717.981445
	Iteration 44Q: 3 clusters Score -1.502109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -15021093.000000 Penalty: 5717.981445
	Iteration 45Q: 3 clusters Score -1.502109e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 98211 members 
Entering Unmasked Estep 
Score: -15021088.000000 Penalty: 5717.981445
	Iteration 46Q: 3 clusters Score -1.502109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 98228 members 
Entering Unmasked Estep 
Score: -15021110.000000 Penalty: 5717.981445
	Iteration 47Q: 3 clusters Score -1.502111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -15021103.000000 Penalty: 5717.981445
	Iteration 48Q: 3 clusters Score -1.50211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -15021105.000000 Penalty: 5717.981445
	Iteration 49Q: 3 clusters Score -1.50211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -15021106.000000 Penalty: 5717.981445
	Iteration 50Q: 3 clusters Score -1.502111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 98309 members 
Entering Unmasked Estep 
Score: -15021110.000000 Penalty: 5717.981445
	Iteration 51Q: 3 clusters Score -1.502111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -15021099.000000 Penalty: 5717.981445
	Iteration 52Q: 3 clusters Score -1.50211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -15021108.000000 Penalty: 5717.981445
	Iteration 53Q: 3 clusters Score -1.502111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -15021117.000000 Penalty: 5717.981445
	Iteration 54Q: 3 clusters Score -1.502112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -15021117.000000 Penalty: 5717.981445
	Iteration 55Q: 3 clusters Score -1.502112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 98394 members 
Entering Unmasked Estep 
Score: -15021119.000000 Penalty: 5717.981445
	Iteration 56Q: 3 clusters Score -1.502112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 98414 members 
Entering Unmasked Estep 
Score: -15021135.000000 Penalty: 5717.981445
	Iteration 57Q: 3 clusters Score -1.502114e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 98432 members 
Entering Unmasked Estep 
Score: -15021140.000000 Penalty: 5717.981445
	Iteration 58Q: 3 clusters Score -1.502114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -15021147.000000 Penalty: 5717.981445
	Iteration 59Q: 3 clusters Score -1.502115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -15021145.000000 Penalty: 5717.981445
	Iteration 60F: 3 clusters Score -1.502114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -15021149.000000 Penalty: 5717.981445
	Iteration 61Q: 3 clusters Score -1.502115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -15021174.000000 Penalty: 5717.981445
	Iteration 62Q: 3 clusters Score -1.502117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 98490 members 
Entering Unmasked Estep 
Score: -15021156.000000 Penalty: 5717.981445
	Iteration 63Q: 3 clusters Score -1.502116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -15021161.000000 Penalty: 5717.981445
	Iteration 64Q: 3 clusters Score -1.502116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -15021148.000000 Penalty: 5717.981445
	Iteration 65Q: 3 clusters Score -1.502115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -15021149.000000 Penalty: 5717.981445
	Iteration 66Q: 3 clusters Score -1.502115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -15021160.000000 Penalty: 5717.981445
	Iteration 67Q: 3 clusters Score -1.502116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -15021156.000000 Penalty: 5717.981445
	Iteration 68Q: 3 clusters Score -1.502116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -15021151.000000 Penalty: 5717.981445
	Iteration 69Q: 3 clusters Score -1.502115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -15021149.000000 Penalty: 5717.981445
	Iteration 70Q: 3 clusters Score -1.502115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -15021153.000000 Penalty: 5717.981445
	Iteration 71Q: 3 clusters Score -1.502115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -15021152.000000 Penalty: 5717.981445
	Iteration 72Q: 3 clusters Score -1.502115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -15021152.000000 Penalty: 5717.981445
	Iteration 73F: 3 clusters Score -1.502115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Entering Unmasked Estep 
Score: -3451892.000000 Penalty: 2495.700439
	Iteration 0F: 2 clusters Score -3451892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3435588.250000 Penalty: 4991.400879
	Iteration 0F: 3 clusters Score -3435588 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -3441320.750000 Penalty: 4991.400879
	Iteration 1F: 3 clusters Score -3441321 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -3441744.500000 Penalty: 4991.400879
	Iteration 2Q: 3 clusters Score -3441744 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3442219.250000 Penalty: 4991.400879
	Iteration 3Q: 3 clusters Score -3442219 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3442801.000000 Penalty: 4991.400879
	Iteration 4F: 3 clusters Score -3442801 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3443699.750000 Penalty: 4991.400879
	Iteration 5F: 3 clusters Score -3443700 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -3445024.250000 Penalty: 4991.400879
	Iteration 6F: 3 clusters Score -3445024 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -3446557.750000 Penalty: 4991.400879
	Iteration 7F: 3 clusters Score -3446558 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3447915.500000 Penalty: 4991.400879
	Iteration 8F: 3 clusters Score -3447916 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3448837.500000 Penalty: 4991.400879
	Iteration 9Q: 3 clusters Score -3448838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3449334.500000 Penalty: 4991.400879
	Iteration 10Q: 3 clusters Score -3449334 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3449625.250000 Penalty: 4991.400879
	Iteration 11Q: 3 clusters Score -3449625 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3449774.250000 Penalty: 4991.400879
	Iteration 12Q: 3 clusters Score -3449774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3449897.000000 Penalty: 4991.400879
	Iteration 13Q: 3 clusters Score -3449897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3449960.500000 Penalty: 4991.400879
	Iteration 14Q: 3 clusters Score -3449960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3450006.250000 Penalty: 4991.400879
	Iteration 15Q: 3 clusters Score -3450006 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3450054.500000 Penalty: 4991.400879
	Iteration 16Q: 3 clusters Score -3450054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3450084.250000 Penalty: 4991.400879
	Iteration 17Q: 3 clusters Score -3450084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3450088.500000 Penalty: 4991.400879
	Iteration 18Q: 3 clusters Score -3450088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3450105.000000 Penalty: 4991.400879
	Iteration 19Q: 3 clusters Score -3450105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3450116.500000 Penalty: 4991.400879
	Iteration 20F: 3 clusters Score -3450116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3450128.750000 Penalty: 4991.400879
	Iteration 21Q: 3 clusters Score -3450129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3450139.500000 Penalty: 4991.400879
	Iteration 22Q: 3 clusters Score -3450140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3450142.000000 Penalty: 4991.400879
	Iteration 23Q: 3 clusters Score -3450142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3450143.500000 Penalty: 4991.400879
	Iteration 24Q: 3 clusters Score -3450144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3450139.250000 Penalty: 4991.400879
	Iteration 25Q: 3 clusters Score -3450139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3450143.250000 Penalty: 4991.400879
	Iteration 26Q: 3 clusters Score -3450143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3450144.000000 Penalty: 4991.400879
	Iteration 27Q: 3 clusters Score -3450144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3450145.250000 Penalty: 4991.400879
	Iteration 28Q: 3 clusters Score -3450145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3450145.000000 Penalty: 4991.400879
	Iteration 29Q: 3 clusters Score -3450145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3450150.750000 Penalty: 4991.400879
	Iteration 30Q: 3 clusters Score -3450151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3450155.250000 Penalty: 4991.400879
	Iteration 31Q: 3 clusters Score -3450155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3450149.750000 Penalty: 4991.400879
	Iteration 32Q: 3 clusters Score -3450150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3450149.000000 Penalty: 4991.400879
	Iteration 33Q: 3 clusters Score -3450149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3450150.500000 Penalty: 4991.400879
	Iteration 34Q: 3 clusters Score -3450150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3450155.250000 Penalty: 4991.400879
	Iteration 35Q: 3 clusters Score -3450155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3450159.750000 Penalty: 4991.400879
	Iteration 36Q: 3 clusters Score -3450160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3450161.250000 Penalty: 4991.400879
	Iteration 37Q: 3 clusters Score -3450161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3450160.750000 Penalty: 4991.400879
	Iteration 38Q: 3 clusters Score -3450161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3450160.500000 Penalty: 4991.400879
	Iteration 39Q: 3 clusters Score -3450160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3450162.000000 Penalty: 4991.400879
	Iteration 40F: 3 clusters Score -3450162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Entering Unmasked Estep 
Score: -431592.531250 Penalty: 2001.739746
	Iteration 0F: 2 clusters Score -431592.5 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 1580 members 
Entering Unmasked Estep 
Score: -428265.968750 Penalty: 4003.479492
	Iteration 0F: 3 clusters Score -428266 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -429516.562500 Penalty: 4003.479492
	Iteration 1F: 3 clusters Score -429516.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -430419.781250 Penalty: 4003.479492
	Iteration 2F: 3 clusters Score -430419.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -430949.843750 Penalty: 4003.479492
	Iteration 3F: 3 clusters Score -430949.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -431232.531250 Penalty: 4003.479492
	Iteration 4F: 3 clusters Score -431232.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -431403.218750 Penalty: 4003.479492
	Iteration 5Q: 3 clusters Score -431403.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -431542.843750 Penalty: 4003.479492
	Iteration 6Q: 3 clusters Score -431542.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -431662.531250 Penalty: 4003.479492
	Iteration 7Q: 3 clusters Score -431662.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -431749.125000 Penalty: 4003.479492
	Iteration 8Q: 3 clusters Score -431749.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -431818.687500 Penalty: 4003.479492
	Iteration 9Q: 3 clusters Score -431818.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -431874.156250 Penalty: 4003.479492
	Iteration 10Q: 3 clusters Score -431874.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -431935.125000 Penalty: 4003.479492
	Iteration 11Q: 3 clusters Score -431935.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -432000.687500 Penalty: 4003.479492
	Iteration 12Q: 3 clusters Score -432000.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -432073.187500 Penalty: 4003.479492
	Iteration 13Q: 3 clusters Score -432073.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -432123.000000 Penalty: 4003.479492
	Iteration 14Q: 3 clusters Score -432123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -432165.281250 Penalty: 4003.479492
	Iteration 15Q: 3 clusters Score -432165.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -432208.656250 Penalty: 4003.479492
	Iteration 16Q: 3 clusters Score -432208.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -432242.156250 Penalty: 4003.479492
	Iteration 17Q: 3 clusters Score -432242.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -432256.250000 Penalty: 4003.479492
	Iteration 18Q: 3 clusters Score -432256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -432269.500000 Penalty: 4003.479492
	Iteration 19Q: 3 clusters Score -432269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -432277.406250 Penalty: 4003.479492
	Iteration 20F: 3 clusters Score -432277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -432301.312500 Penalty: 4003.479492
	Iteration 21Q: 3 clusters Score -432301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -432305.437500 Penalty: 4003.479492
	Iteration 22Q: 3 clusters Score -432305.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -432309.875000 Penalty: 4003.479492
	Iteration 23Q: 3 clusters Score -432309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -432315.343750 Penalty: 4003.479492
	Iteration 24Q: 3 clusters Score -432315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -432321.812500 Penalty: 4003.479492
	Iteration 25Q: 3 clusters Score -432321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -432324.468750 Penalty: 4003.479492
	Iteration 26Q: 3 clusters Score -432324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -432327.718750 Penalty: 4003.479492
	Iteration 27Q: 3 clusters Score -432327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -432328.281250 Penalty: 4003.479492
	Iteration 28Q: 3 clusters Score -432328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -432329.468750 Penalty: 4003.479492
	Iteration 29Q: 3 clusters Score -432329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -432329.468750 Penalty: 4003.479492
	Iteration 30F: 3 clusters Score -432329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 591 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 44130 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 2611 members 
Entering Unmasked Estep 
Score: -115036072.000000 Penalty: 144988.187500
Splitting cluster 22 changes total score from -115036304.000000 to -115036072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (12250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Entering Unmasked Estep 
Score: -1811415.125000 Penalty: 2334.493896
	Iteration 0F: 2 clusters Score -1811415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1802271.000000 Penalty: 4668.987793
	Iteration 0F: 3 clusters Score -1802271 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1805034.125000 Penalty: 4668.987793
	Iteration 1F: 3 clusters Score -1805034 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1805477.500000 Penalty: 4668.987793
	Iteration 2F: 3 clusters Score -1805478 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1806002.875000 Penalty: 4668.987793
	Iteration 3F: 3 clusters Score -1806003 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1806597.750000 Penalty: 4668.987793
	Iteration 4F: 3 clusters Score -1806598 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1807146.375000 Penalty: 4668.987793
	Iteration 5F: 3 clusters Score -1807146 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1807593.000000 Penalty: 4668.987793
	Iteration 6F: 3 clusters Score -1807593 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1807978.500000 Penalty: 4668.987793
	Iteration 7Q: 3 clusters Score -1807978 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1808290.000000 Penalty: 4668.987793
	Iteration 8Q: 3 clusters Score -1808290 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1808526.625000 Penalty: 4668.987793
	Iteration 9Q: 3 clusters Score -1808527 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1808692.250000 Penalty: 4668.987793
	Iteration 10Q: 3 clusters Score -1808692 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1808774.625000 Penalty: 4668.987793
	Iteration 11Q: 3 clusters Score -1808775 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1808837.250000 Penalty: 4668.987793
	Iteration 12Q: 3 clusters Score -1808837 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1808874.500000 Penalty: 4668.987793
	Iteration 13Q: 3 clusters Score -1808874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1808913.250000 Penalty: 4668.987793
	Iteration 14Q: 3 clusters Score -1808913 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1808941.375000 Penalty: 4668.987793
	Iteration 15Q: 3 clusters Score -1808941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1808964.750000 Penalty: 4668.987793
	Iteration 16Q: 3 clusters Score -1808965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1808980.625000 Penalty: 4668.987793
	Iteration 17Q: 3 clusters Score -1808981 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1809000.875000 Penalty: 4668.987793
	Iteration 18Q: 3 clusters Score -1809001 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1809018.625000 Penalty: 4668.987793
	Iteration 19Q: 3 clusters Score -1809019 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1809036.750000 Penalty: 4668.987793
	Iteration 20F: 3 clusters Score -1809037 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1809063.000000 Penalty: 4668.987793
	Iteration 21Q: 3 clusters Score -1809063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1809082.375000 Penalty: 4668.987793
	Iteration 22Q: 3 clusters Score -1809082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1809100.750000 Penalty: 4668.987793
	Iteration 23Q: 3 clusters Score -1809101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1809111.250000 Penalty: 4668.987793
	Iteration 24Q: 3 clusters Score -1809111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1809123.750000 Penalty: 4668.987793
	Iteration 25Q: 3 clusters Score -1809124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1809127.250000 Penalty: 4668.987793
	Iteration 26Q: 3 clusters Score -1809127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1809140.375000 Penalty: 4668.987793
	Iteration 27Q: 3 clusters Score -1809140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1809149.500000 Penalty: 4668.987793
	Iteration 28Q: 3 clusters Score -1809150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1809156.250000 Penalty: 4668.987793
	Iteration 29Q: 3 clusters Score -1809156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1809166.625000 Penalty: 4668.987793
	Iteration 30Q: 3 clusters Score -1809167 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1809174.750000 Penalty: 4668.987793
	Iteration 31Q: 3 clusters Score -1809175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1809182.000000 Penalty: 4668.987793
	Iteration 32Q: 3 clusters Score -1809182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1809192.125000 Penalty: 4668.987793
	Iteration 33Q: 3 clusters Score -1809192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1809197.000000 Penalty: 4668.987793
	Iteration 34Q: 3 clusters Score -1809197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1809209.500000 Penalty: 4668.987793
	Iteration 35Q: 3 clusters Score -1809210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1809216.375000 Penalty: 4668.987793
	Iteration 36Q: 3 clusters Score -1809216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1809223.500000 Penalty: 4668.987793
	Iteration 37Q: 3 clusters Score -1809224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1809233.000000 Penalty: 4668.987793
	Iteration 38Q: 3 clusters Score -1809233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1809239.625000 Penalty: 4668.987793
	Iteration 39Q: 3 clusters Score -1809240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1809236.500000 Penalty: 4668.987793
	Iteration 40F: 3 clusters Score -1809236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1809237.500000 Penalty: 4668.987793
	Iteration 41Q: 3 clusters Score -1809238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1809239.500000 Penalty: 4668.987793
	Iteration 42Q: 3 clusters Score -1809240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1809245.000000 Penalty: 4668.987793
	Iteration 43Q: 3 clusters Score -1809245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1809243.125000 Penalty: 4668.987793
	Iteration 44Q: 3 clusters Score -1809243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1809249.125000 Penalty: 4668.987793
	Iteration 45Q: 3 clusters Score -1809249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1809256.500000 Penalty: 4668.987793
	Iteration 46Q: 3 clusters Score -1809256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1809264.125000 Penalty: 4668.987793
	Iteration 47Q: 3 clusters Score -1809264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1809272.250000 Penalty: 4668.987793
	Iteration 48Q: 3 clusters Score -1809272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1809273.000000 Penalty: 4668.987793
	Iteration 49Q: 3 clusters Score -1809273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1809272.875000 Penalty: 4668.987793
	Iteration 50Q: 3 clusters Score -1809273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1809281.250000 Penalty: 4668.987793
	Iteration 51Q: 3 clusters Score -1809281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1809287.750000 Penalty: 4668.987793
	Iteration 52Q: 3 clusters Score -1809288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1809285.625000 Penalty: 4668.987793
	Iteration 53Q: 3 clusters Score -1809286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1809287.875000 Penalty: 4668.987793
	Iteration 54Q: 3 clusters Score -1809288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1809290.750000 Penalty: 4668.987793
	Iteration 55Q: 3 clusters Score -1809291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1809297.375000 Penalty: 4668.987793
	Iteration 56Q: 3 clusters Score -1809297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1809295.250000 Penalty: 4668.987793
	Iteration 57Q: 3 clusters Score -1809295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1809291.875000 Penalty: 4668.987793
	Iteration 58Q: 3 clusters Score -1809292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1809298.000000 Penalty: 4668.987793
	Iteration 59Q: 3 clusters Score -1809298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1809298.125000 Penalty: 4668.987793
	Iteration 60F: 3 clusters Score -1809298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1809300.250000 Penalty: 4668.987793
	Iteration 61Q: 3 clusters Score -1809300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1809302.625000 Penalty: 4668.987793
	Iteration 62Q: 3 clusters Score -1809303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1809301.000000 Penalty: 4668.987793
	Iteration 63Q: 3 clusters Score -1809301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1809302.250000 Penalty: 4668.987793
	Iteration 64Q: 3 clusters Score -1809302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1809303.125000 Penalty: 4668.987793
	Iteration 65Q: 3 clusters Score -1809303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1809304.250000 Penalty: 4668.987793
	Iteration 66Q: 3 clusters Score -1809304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1809304.250000 Penalty: 4668.987793
	Iteration 67Q: 3 clusters Score -1809304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1809310.000000 Penalty: 4668.987793
	Iteration 68Q: 3 clusters Score -1809310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1809310.375000 Penalty: 4668.987793
	Iteration 69Q: 3 clusters Score -1809310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1809314.125000 Penalty: 4668.987793
	Iteration 70Q: 3 clusters Score -1809314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1809312.750000 Penalty: 4668.987793
	Iteration 71Q: 3 clusters Score -1809313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1809317.500000 Penalty: 4668.987793
	Iteration 72Q: 3 clusters Score -1809318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1809321.125000 Penalty: 4668.987793
	Iteration 73Q: 3 clusters Score -1809321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1809323.875000 Penalty: 4668.987793
	Iteration 74Q: 3 clusters Score -1809324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1809322.500000 Penalty: 4668.987793
	Iteration 75Q: 3 clusters Score -1809322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1809324.375000 Penalty: 4668.987793
	Iteration 76Q: 3 clusters Score -1809324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1809325.125000 Penalty: 4668.987793
	Iteration 77Q: 3 clusters Score -1809325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1809325.500000 Penalty: 4668.987793
	Iteration 78Q: 3 clusters Score -1809326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1809330.750000 Penalty: 4668.987793
	Iteration 79Q: 3 clusters Score -1809331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1809333.000000 Penalty: 4668.987793
	Iteration 80F: 3 clusters Score -1809333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1809332.375000 Penalty: 4668.987793
	Iteration 81Q: 3 clusters Score -1809332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1809333.875000 Penalty: 4668.987793
	Iteration 82Q: 3 clusters Score -1809334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1809334.250000 Penalty: 4668.987793
	Iteration 83Q: 3 clusters Score -1809334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1809337.375000 Penalty: 4668.987793
	Iteration 84Q: 3 clusters Score -1809337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1809339.375000 Penalty: 4668.987793
	Iteration 85Q: 3 clusters Score -1809339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1809342.500000 Penalty: 4668.987793
	Iteration 86Q: 3 clusters Score -1809342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1809340.250000 Penalty: 4668.987793
	Iteration 87Q: 3 clusters Score -1809340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1809340.250000 Penalty: 4668.987793
	Iteration 88Q: 3 clusters Score -1809340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1809340.250000 Penalty: 4668.987793
	Iteration 89F: 3 clusters Score -1809340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (84924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84924 members 
Entering Unmasked Estep 
Score: -12648678.000000 Penalty: 2814.678955
	Iteration 0F: 2 clusters Score -1.264868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -12591903.000000 Penalty: 5629.357910
	Iteration 0F: 3 clusters Score -1.25919e+07 nChanged 39980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -12614867.000000 Penalty: 5629.357910
	Iteration 1F: 3 clusters Score -1.261487e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -12616433.000000 Penalty: 5629.357910
	Iteration 2Q: 3 clusters Score -1.261643e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -12619215.000000 Penalty: 5629.357910
	Iteration 3F: 3 clusters Score -1.261922e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -12624066.000000 Penalty: 5629.357910
	Iteration 4F: 3 clusters Score -1.262407e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -12631135.000000 Penalty: 5629.357910
	Iteration 5F: 3 clusters Score -1.263114e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -12638324.000000 Penalty: 5629.357910
	Iteration 6F: 3 clusters Score -1.263832e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -12642947.000000 Penalty: 5629.357910
	Iteration 7F: 3 clusters Score -1.264295e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 83206 members 
Entering Unmasked Estep 
Score: -12645167.000000 Penalty: 5629.357910
	Iteration 8Q: 3 clusters Score -1.264517e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -12645948.000000 Penalty: 5629.357910
	Iteration 9Q: 3 clusters Score -1.264595e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -12646278.000000 Penalty: 5629.357910
	Iteration 10Q: 3 clusters Score -1.264628e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -12646460.000000 Penalty: 5629.357910
	Iteration 11Q: 3 clusters Score -1.264646e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -12646585.000000 Penalty: 5629.357910
	Iteration 12Q: 3 clusters Score -1.264658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -12646621.000000 Penalty: 5629.357910
	Iteration 13Q: 3 clusters Score -1.264662e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -12646674.000000 Penalty: 5629.357910
	Iteration 14Q: 3 clusters Score -1.264667e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -12646717.000000 Penalty: 5629.357910
	Iteration 15Q: 3 clusters Score -1.264672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
Score: -12646741.000000 Penalty: 5629.357910
	Iteration 16Q: 3 clusters Score -1.264674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -12646780.000000 Penalty: 5629.357910
	Iteration 17Q: 3 clusters Score -1.264678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -12646792.000000 Penalty: 5629.357910
	Iteration 18Q: 3 clusters Score -1.264679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -12646804.000000 Penalty: 5629.357910
	Iteration 19Q: 3 clusters Score -1.26468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -12646823.000000 Penalty: 5629.357910
	Iteration 20F: 3 clusters Score -1.264682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -12646829.000000 Penalty: 5629.357910
	Iteration 21Q: 3 clusters Score -1.264683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -12646838.000000 Penalty: 5629.357910
	Iteration 22Q: 3 clusters Score -1.264684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -12646841.000000 Penalty: 5629.357910
	Iteration 23Q: 3 clusters Score -1.264684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 84413 members 
Entering Unmasked Estep 
Score: -12646848.000000 Penalty: 5629.357910
	Iteration 24Q: 3 clusters Score -1.264685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -12646848.000000 Penalty: 5629.357910
	Iteration 25Q: 3 clusters Score -1.264685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -12646849.000000 Penalty: 5629.357910
	Iteration 26Q: 3 clusters Score -1.264685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -12646849.000000 Penalty: 5629.357910
	Iteration 27Q: 3 clusters Score -1.264685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -12646846.000000 Penalty: 5629.357910
	Iteration 28Q: 3 clusters Score -1.264685e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -12646851.000000 Penalty: 5629.357910
	Iteration 29Q: 3 clusters Score -1.264685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -12646851.000000 Penalty: 5629.357910
	Iteration 30F: 3 clusters Score -1.264685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Entering Unmasked Estep 
Score: -6609397.500000 Penalty: 2652.333984
	Iteration 0F: 2 clusters Score -6609398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -6579540.000000 Penalty: 5304.667969
	Iteration 0F: 3 clusters Score -6579540 nChanged 20230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -6591115.500000 Penalty: 5304.667969
	Iteration 1F: 3 clusters Score -6591116 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -6592138.000000 Penalty: 5304.667969
	Iteration 2Q: 3 clusters Score -6592138 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -6593488.500000 Penalty: 5304.667969
	Iteration 3F: 3 clusters Score -6593488 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -6595186.000000 Penalty: 5304.667969
	Iteration 4F: 3 clusters Score -6595186 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -6597286.000000 Penalty: 5304.667969
	Iteration 5F: 3 clusters Score -6597286 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -6599532.500000 Penalty: 5304.667969
	Iteration 6F: 3 clusters Score -6599532 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -6601813.000000 Penalty: 5304.667969
	Iteration 7F: 3 clusters Score -6601813 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -6603621.000000 Penalty: 5304.667969
	Iteration 8F: 3 clusters Score -6603621 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -6604849.500000 Penalty: 5304.667969
	Iteration 9Q: 3 clusters Score -6604850 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -6605526.000000 Penalty: 5304.667969
	Iteration 10Q: 3 clusters Score -6605526 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -6606072.000000 Penalty: 5304.667969
	Iteration 11Q: 3 clusters Score -6606072 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -6606535.000000 Penalty: 5304.667969
	Iteration 12Q: 3 clusters Score -6606535 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -6606975.000000 Penalty: 5304.667969
	Iteration 13Q: 3 clusters Score -6606975 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -6607367.500000 Penalty: 5304.667969
	Iteration 14Q: 3 clusters Score -6607368 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6607668.500000 Penalty: 5304.667969
	Iteration 15Q: 3 clusters Score -6607668 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -6607899.000000 Penalty: 5304.667969
	Iteration 16Q: 3 clusters Score -6607899 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -6608126.000000 Penalty: 5304.667969
	Iteration 17Q: 3 clusters Score -6608126 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -6608304.500000 Penalty: 5304.667969
	Iteration 18Q: 3 clusters Score -6608304 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -6608433.000000 Penalty: 5304.667969
	Iteration 19Q: 3 clusters Score -6608433 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -6608546.000000 Penalty: 5304.667969
	Iteration 20F: 3 clusters Score -6608546 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6608628.000000 Penalty: 5304.667969
	Iteration 21Q: 3 clusters Score -6608628 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -6608731.000000 Penalty: 5304.667969
	Iteration 22Q: 3 clusters Score -6608731 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -6608859.000000 Penalty: 5304.667969
	Iteration 23Q: 3 clusters Score -6608859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -6609110.000000 Penalty: 5304.667969
	Iteration 24Q: 3 clusters Score -6609110 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6609542.500000 Penalty: 5304.667969
	Iteration 25Q: 3 clusters Score -6609542 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -6609880.000000 Penalty: 5304.667969
	Iteration 26Q: 3 clusters Score -6609880 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -6610060.000000 Penalty: 5304.667969
	Iteration 27Q: 3 clusters Score -6610060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -6610100.000000 Penalty: 5304.667969
	Iteration 28Q: 3 clusters Score -6610100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6610123.500000 Penalty: 5304.667969
	Iteration 29Q: 3 clusters Score -6610124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -6610128.000000 Penalty: 5304.667969
	Iteration 30Q: 3 clusters Score -6610128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6610132.000000 Penalty: 5304.667969
	Iteration 31Q: 3 clusters Score -6610132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6610115.500000 Penalty: 5304.667969
	Iteration 32Q: 3 clusters Score -6610116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6610138.000000 Penalty: 5304.667969
	Iteration 33Q: 3 clusters Score -6610138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6610146.500000 Penalty: 5304.667969
	Iteration 34Q: 3 clusters Score -6610146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -6610146.500000 Penalty: 5304.667969
	Iteration 35Q: 3 clusters Score -6610146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6610143.500000 Penalty: 5304.667969
	Iteration 36Q: 3 clusters Score -6610144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6610142.500000 Penalty: 5304.667969
	Iteration 37Q: 3 clusters Score -6610142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -6610142.500000 Penalty: 5304.667969
	Iteration 38F: 3 clusters Score -6610142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 4040 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 5347 members 
Entering Unmasked Estep 
Score: -115037136.000000 Penalty: 144988.187500
Splitting cluster 25 changes total score from -115036304.000000 to -115037136.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -549934.687500 Penalty: 2059.392090
	Iteration 0F: 2 clusters Score -549934.7 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 1964 members 
Entering Unmasked Estep 
Score: -546201.187500 Penalty: 4118.784180
	Iteration 0F: 3 clusters Score -546201.2 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -547815.750000 Penalty: 4118.784180
	Iteration 1F: 3 clusters Score -547815.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -548815.562500 Penalty: 4118.784180
	Iteration 2F: 3 clusters Score -548815.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -549925.312500 Penalty: 4118.784180
	Iteration 3F: 3 clusters Score -549925.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -550607.187500 Penalty: 4118.784180
	Iteration 4F: 3 clusters Score -550607.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -550951.750000 Penalty: 4118.784180
	Iteration 5F: 3 clusters Score -550951.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -551088.750000 Penalty: 4118.784180
	Iteration 6Q: 3 clusters Score -551088.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -551152.187500 Penalty: 4118.784180
	Iteration 7Q: 3 clusters Score -551152.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -551198.937500 Penalty: 4118.784180
	Iteration 8Q: 3 clusters Score -551198.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -551224.375000 Penalty: 4118.784180
	Iteration 9Q: 3 clusters Score -551224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -551232.937500 Penalty: 4118.784180
	Iteration 10Q: 3 clusters Score -551232.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -551239.875000 Penalty: 4118.784180
	Iteration 11Q: 3 clusters Score -551239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -551243.187500 Penalty: 4118.784180
	Iteration 12Q: 3 clusters Score -551243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -551246.312500 Penalty: 4118.784180
	Iteration 13Q: 3 clusters Score -551246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -551248.812500 Penalty: 4118.784180
	Iteration 14Q: 3 clusters Score -551248.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -551249.812500 Penalty: 4118.784180
	Iteration 15Q: 3 clusters Score -551249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -551249.812500 Penalty: 4118.784180
	Iteration 16F: 3 clusters Score -551249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 5347 members 
Mstep: Class 44 contains 1625 members 
Entering Unmasked Estep 
Score: -115036928.000000 Penalty: 148360.000000
Splitting cluster 26 changes total score from -115036304.000000 to -115036928.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (55358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Entering Unmasked Estep 
Score: -7746422.500000 Penalty: 2708.551025
	Iteration 0F: 2 clusters Score -7746422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -7709308.000000 Penalty: 5417.102051
	Iteration 0F: 3 clusters Score -7709308 nChanged 25623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7724672.000000 Penalty: 5417.102051
	Iteration 1F: 3 clusters Score -7724672 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -7726507.500000 Penalty: 5417.102051
	Iteration 2F: 3 clusters Score -7726508 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -7728141.000000 Penalty: 5417.102051
	Iteration 3F: 3 clusters Score -7728141 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7729530.500000 Penalty: 5417.102051
	Iteration 4F: 3 clusters Score -7729530 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -7730562.000000 Penalty: 5417.102051
	Iteration 5F: 3 clusters Score -7730562 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -7731333.000000 Penalty: 5417.102051
	Iteration 6Q: 3 clusters Score -7731333 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7731979.500000 Penalty: 5417.102051
	Iteration 7Q: 3 clusters Score -7731980 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -7732498.500000 Penalty: 5417.102051
	Iteration 8Q: 3 clusters Score -7732498 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -7732967.500000 Penalty: 5417.102051
	Iteration 9Q: 3 clusters Score -7732968 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -7733446.000000 Penalty: 5417.102051
	Iteration 10Q: 3 clusters Score -7733446 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7733952.500000 Penalty: 5417.102051
	Iteration 11Q: 3 clusters Score -7733952 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7734631.500000 Penalty: 5417.102051
	Iteration 12Q: 3 clusters Score -7734632 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -7735643.500000 Penalty: 5417.102051
	Iteration 13Q: 3 clusters Score -7735644 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -7736863.500000 Penalty: 5417.102051
	Iteration 14Q: 3 clusters Score -7736864 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -7738337.500000 Penalty: 5417.102051
	Iteration 15Q: 3 clusters Score -7738338 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -7739889.500000 Penalty: 5417.102051
	Iteration 16Q: 3 clusters Score -7739890 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -7741354.000000 Penalty: 5417.102051
	Iteration 17Q: 3 clusters Score -7741354 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -7742498.000000 Penalty: 5417.102051
	Iteration 18Q: 3 clusters Score -7742498 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -7743388.500000 Penalty: 5417.102051
	Iteration 19Q: 3 clusters Score -7743388 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -7743958.500000 Penalty: 5417.102051
	Iteration 20F: 3 clusters Score -7743958 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -7744306.000000 Penalty: 5417.102051
	Iteration 21Q: 3 clusters Score -7744306 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -7744560.000000 Penalty: 5417.102051
	Iteration 22Q: 3 clusters Score -7744560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -7744734.500000 Penalty: 5417.102051
	Iteration 23Q: 3 clusters Score -7744734 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 54061 members 
Entering Unmasked Estep 
Score: -7744824.500000 Penalty: 5417.102051
	Iteration 24Q: 3 clusters Score -7744824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -7744895.000000 Penalty: 5417.102051
	Iteration 25Q: 3 clusters Score -7744895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7744938.500000 Penalty: 5417.102051
	Iteration 26Q: 3 clusters Score -7744938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -7744984.000000 Penalty: 5417.102051
	Iteration 27Q: 3 clusters Score -7744984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7745012.500000 Penalty: 5417.102051
	Iteration 28Q: 3 clusters Score -7745012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -7745013.000000 Penalty: 5417.102051
	Iteration 29Q: 3 clusters Score -7745013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -7745027.500000 Penalty: 5417.102051
	Iteration 30Q: 3 clusters Score -7745028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -7745026.000000 Penalty: 5417.102051
	Iteration 31Q: 3 clusters Score -7745026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -7745045.500000 Penalty: 5417.102051
	Iteration 32Q: 3 clusters Score -7745046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -7745049.000000 Penalty: 5417.102051
	Iteration 33Q: 3 clusters Score -7745049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -7745060.500000 Penalty: 5417.102051
	Iteration 34Q: 3 clusters Score -7745060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -7745068.000000 Penalty: 5417.102051
	Iteration 35Q: 3 clusters Score -7745068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7745068.000000 Penalty: 5417.102051
	Iteration 36Q: 3 clusters Score -7745068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -7745082.500000 Penalty: 5417.102051
	Iteration 37Q: 3 clusters Score -7745082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7745079.500000 Penalty: 5417.102051
	Iteration 38Q: 3 clusters Score -7745080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -7745080.000000 Penalty: 5417.102051
	Iteration 39Q: 3 clusters Score -7745080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7745081.000000 Penalty: 5417.102051
	Iteration 40F: 3 clusters Score -7745081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -26383.394531 Penalty: 1413.710083
	Iteration 0F: 2 clusters Score -26383.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25458.806641 Penalty: 2827.420166
	Iteration 0F: 3 clusters Score -25458.81 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25896.455078 Penalty: 2827.420166
	Iteration 1F: 3 clusters Score -25896.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26138.326172 Penalty: 2827.420166
	Iteration 2F: 3 clusters Score -26138.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26214.332031 Penalty: 2827.420166
	Iteration 3Q: 3 clusters Score -26214.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26281.400391 Penalty: 2827.420166
	Iteration 4Q: 3 clusters Score -26281.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26332.576172 Penalty: 2827.420166
	Iteration 5Q: 3 clusters Score -26332.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26355.912109 Penalty: 2827.420166
	Iteration 6Q: 3 clusters Score -26355.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26358.343750 Penalty: 2827.420166
	Iteration 7Q: 3 clusters Score -26358.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26360.382812 Penalty: 2827.420166
	Iteration 8F: 3 clusters Score -26360.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26379.888672 Penalty: 2827.420166
	Iteration 9Q: 3 clusters Score -26379.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26386.414062 Penalty: 2827.420166
	Iteration 10Q: 3 clusters Score -26386.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26386.414062 Penalty: 2827.420166
	Iteration 11F: 3 clusters Score -26386.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 209 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 29369 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 5347 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 90 members 
Entering Unmasked Estep 
Score: -115034928.000000 Penalty: 151731.828125
Splitting cluster 28 changes total score from -115036304.000000 to -115034928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -566502.062500 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -566502.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -562731.000000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -562731 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -563643.750000 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -563643.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -563865.312500 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -563865.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -563991.437500 Penalty: 4091.140625
	Iteration 3F: 3 clusters Score -563991.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -564090.750000 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -564090.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -564196.625000 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -564196.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -564299.875000 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -564299.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -564380.437500 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -564380.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -564445.375000 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -564445.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -564498.000000 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -564498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -564541.625000 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -564541.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -564567.687500 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -564567.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -564586.812500 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -564586.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -564602.437500 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -564602.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -564615.437500 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -564615.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -564629.062500 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -564629.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -564645.187500 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -564645.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -564660.437500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -564660.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -564671.437500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -564671.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -564685.312500 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -564685.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -564705.812500 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -564705.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -564719.062500 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -564719.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -564732.562500 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -564732.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -564749.625000 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -564749.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -564768.500000 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -564768.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -564784.937500 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -564784.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -564803.812500 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -564803.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -564825.062500 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -564825.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -564854.000000 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -564854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -564885.125000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -564885.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -564924.187500 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -564924.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -564970.937500 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -564970.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -565010.312500 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -565010.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -565047.000000 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -565047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -565070.812500 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -565070.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -565085.250000 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -565085.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -565099.812500 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -565099.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -565114.125000 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -565114.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -565128.625000 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -565128.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -565144.000000 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -565144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -565161.875000 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -565161.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -565170.250000 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -565170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -565177.250000 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -565177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -565182.812500 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -565182.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -565187.937500 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -565187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -565197.875000 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -565197.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -565204.625000 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -565204.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -565212.375000 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -565212.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -565215.687500 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -565215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -565218.125000 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -565218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -565220.562500 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -565220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -565224.437500 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -565224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -565224.625000 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -565224.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -565224.375000 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -565224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -565224.375000 Penalty: 4091.140625
	Iteration 54F: 3 clusters Score -565224.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (17964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Entering Unmasked Estep 
Score: -2464244.250000 Penalty: 2429.439209
	Iteration 0F: 2 clusters Score -2464244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2451521.500000 Penalty: 4858.878418
	Iteration 0F: 3 clusters Score -2451522 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2456558.250000 Penalty: 4858.878418
	Iteration 1F: 3 clusters Score -2456558 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2457715.250000 Penalty: 4858.878418
	Iteration 2F: 3 clusters Score -2457715 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2458797.250000 Penalty: 4858.878418
	Iteration 3F: 3 clusters Score -2458797 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2459647.000000 Penalty: 4858.878418
	Iteration 4F: 3 clusters Score -2459647 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2460314.750000 Penalty: 4858.878418
	Iteration 5F: 3 clusters Score -2460315 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2460786.750000 Penalty: 4858.878418
	Iteration 6F: 3 clusters Score -2460787 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2461125.750000 Penalty: 4858.878418
	Iteration 7Q: 3 clusters Score -2461126 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2461357.250000 Penalty: 4858.878418
	Iteration 8Q: 3 clusters Score -2461357 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2461517.750000 Penalty: 4858.878418
	Iteration 9Q: 3 clusters Score -2461518 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2461660.500000 Penalty: 4858.878418
	Iteration 10Q: 3 clusters Score -2461660 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2461756.250000 Penalty: 4858.878418
	Iteration 11Q: 3 clusters Score -2461756 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2461851.500000 Penalty: 4858.878418
	Iteration 12Q: 3 clusters Score -2461852 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2461933.500000 Penalty: 4858.878418
	Iteration 13Q: 3 clusters Score -2461934 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2461999.750000 Penalty: 4858.878418
	Iteration 14Q: 3 clusters Score -2462000 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2462070.000000 Penalty: 4858.878418
	Iteration 15Q: 3 clusters Score -2462070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2462164.000000 Penalty: 4858.878418
	Iteration 16Q: 3 clusters Score -2462164 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2462262.000000 Penalty: 4858.878418
	Iteration 17Q: 3 clusters Score -2462262 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2462320.250000 Penalty: 4858.878418
	Iteration 18Q: 3 clusters Score -2462320 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2462401.750000 Penalty: 4858.878418
	Iteration 19Q: 3 clusters Score -2462402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2462474.500000 Penalty: 4858.878418
	Iteration 20F: 3 clusters Score -2462474 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2462548.500000 Penalty: 4858.878418
	Iteration 21Q: 3 clusters Score -2462548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2462614.500000 Penalty: 4858.878418
	Iteration 22Q: 3 clusters Score -2462614 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -2462705.750000 Penalty: 4858.878418
	Iteration 23Q: 3 clusters Score -2462706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2462768.000000 Penalty: 4858.878418
	Iteration 24Q: 3 clusters Score -2462768 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2462857.750000 Penalty: 4858.878418
	Iteration 25Q: 3 clusters Score -2462858 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2462920.000000 Penalty: 4858.878418
	Iteration 26Q: 3 clusters Score -2462920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2462972.250000 Penalty: 4858.878418
	Iteration 27Q: 3 clusters Score -2462972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2463018.750000 Penalty: 4858.878418
	Iteration 28Q: 3 clusters Score -2463019 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2463041.500000 Penalty: 4858.878418
	Iteration 29Q: 3 clusters Score -2463042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2463065.250000 Penalty: 4858.878418
	Iteration 30Q: 3 clusters Score -2463065 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2463085.250000 Penalty: 4858.878418
	Iteration 31Q: 3 clusters Score -2463085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2463094.000000 Penalty: 4858.878418
	Iteration 32Q: 3 clusters Score -2463094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2463104.250000 Penalty: 4858.878418
	Iteration 33Q: 3 clusters Score -2463104 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2463110.000000 Penalty: 4858.878418
	Iteration 34Q: 3 clusters Score -2463110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2463120.500000 Penalty: 4858.878418
	Iteration 35Q: 3 clusters Score -2463120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2463134.500000 Penalty: 4858.878418
	Iteration 36Q: 3 clusters Score -2463134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2463150.750000 Penalty: 4858.878418
	Iteration 37Q: 3 clusters Score -2463151 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2463164.750000 Penalty: 4858.878418
	Iteration 38Q: 3 clusters Score -2463165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2463179.000000 Penalty: 4858.878418
	Iteration 39Q: 3 clusters Score -2463179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2463182.250000 Penalty: 4858.878418
	Iteration 40F: 3 clusters Score -2463182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2463192.000000 Penalty: 4858.878418
	Iteration 41Q: 3 clusters Score -2463192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2463201.250000 Penalty: 4858.878418
	Iteration 42Q: 3 clusters Score -2463201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2463202.000000 Penalty: 4858.878418
	Iteration 43Q: 3 clusters Score -2463202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2463201.500000 Penalty: 4858.878418
	Iteration 44Q: 3 clusters Score -2463202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2463215.750000 Penalty: 4858.878418
	Iteration 45Q: 3 clusters Score -2463216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2463232.000000 Penalty: 4858.878418
	Iteration 46Q: 3 clusters Score -2463232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -2463241.750000 Penalty: 4858.878418
	Iteration 47Q: 3 clusters Score -2463242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2463247.750000 Penalty: 4858.878418
	Iteration 48Q: 3 clusters Score -2463248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2463254.750000 Penalty: 4858.878418
	Iteration 49Q: 3 clusters Score -2463255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2463253.750000 Penalty: 4858.878418
	Iteration 50Q: 3 clusters Score -2463254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2463260.750000 Penalty: 4858.878418
	Iteration 51Q: 3 clusters Score -2463261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2463262.000000 Penalty: 4858.878418
	Iteration 52Q: 3 clusters Score -2463262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2463265.750000 Penalty: 4858.878418
	Iteration 53Q: 3 clusters Score -2463266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2463265.000000 Penalty: 4858.878418
	Iteration 54Q: 3 clusters Score -2463265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2463264.250000 Penalty: 4858.878418
	Iteration 55Q: 3 clusters Score -2463264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -2463271.750000 Penalty: 4858.878418
	Iteration 56Q: 3 clusters Score -2463272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2463274.250000 Penalty: 4858.878418
	Iteration 57Q: 3 clusters Score -2463274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2463274.500000 Penalty: 4858.878418
	Iteration 58Q: 3 clusters Score -2463274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2463277.500000 Penalty: 4858.878418
	Iteration 59Q: 3 clusters Score -2463278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2463274.250000 Penalty: 4858.878418
	Iteration 60F: 3 clusters Score -2463274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2463275.750000 Penalty: 4858.878418
	Iteration 61Q: 3 clusters Score -2463276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2463279.250000 Penalty: 4858.878418
	Iteration 62Q: 3 clusters Score -2463279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2463276.250000 Penalty: 4858.878418
	Iteration 63Q: 3 clusters Score -2463276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2463274.750000 Penalty: 4858.878418
	Iteration 64Q: 3 clusters Score -2463275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2463271.000000 Penalty: 4858.878418
	Iteration 65Q: 3 clusters Score -2463271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2463271.250000 Penalty: 4858.878418
	Iteration 66Q: 3 clusters Score -2463271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2463272.750000 Penalty: 4858.878418
	Iteration 67Q: 3 clusters Score -2463273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -2463275.000000 Penalty: 4858.878418
	Iteration 68Q: 3 clusters Score -2463275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -2463278.250000 Penalty: 4858.878418
	Iteration 69Q: 3 clusters Score -2463278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2463281.000000 Penalty: 4858.878418
	Iteration 70Q: 3 clusters Score -2463281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2463288.500000 Penalty: 4858.878418
	Iteration 71Q: 3 clusters Score -2463288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2463289.000000 Penalty: 4858.878418
	Iteration 72Q: 3 clusters Score -2463289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2463292.500000 Penalty: 4858.878418
	Iteration 73Q: 3 clusters Score -2463292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2463306.250000 Penalty: 4858.878418
	Iteration 74Q: 3 clusters Score -2463306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2463314.250000 Penalty: 4858.878418
	Iteration 75Q: 3 clusters Score -2463314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2463328.500000 Penalty: 4858.878418
	Iteration 76Q: 3 clusters Score -2463328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2463341.000000 Penalty: 4858.878418
	Iteration 77Q: 3 clusters Score -2463341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2463345.250000 Penalty: 4858.878418
	Iteration 78Q: 3 clusters Score -2463345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2463355.250000 Penalty: 4858.878418
	Iteration 79Q: 3 clusters Score -2463355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2463362.750000 Penalty: 4858.878418
	Iteration 80F: 3 clusters Score -2463363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2463372.000000 Penalty: 4858.878418
	Iteration 81Q: 3 clusters Score -2463372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2463372.250000 Penalty: 4858.878418
	Iteration 82Q: 3 clusters Score -2463372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2463376.500000 Penalty: 4858.878418
	Iteration 83Q: 3 clusters Score -2463376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2463377.000000 Penalty: 4858.878418
	Iteration 84Q: 3 clusters Score -2463377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2463376.750000 Penalty: 4858.878418
	Iteration 85Q: 3 clusters Score -2463377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -2463376.250000 Penalty: 4858.878418
	Iteration 86Q: 3 clusters Score -2463376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2463376.250000 Penalty: 4858.878418
	Iteration 87Q: 3 clusters Score -2463376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2463374.750000 Penalty: 4858.878418
	Iteration 88Q: 3 clusters Score -2463375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2463374.250000 Penalty: 4858.878418
	Iteration 89Q: 3 clusters Score -2463374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2463376.500000 Penalty: 4858.878418
	Iteration 90Q: 3 clusters Score -2463376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2463374.250000 Penalty: 4858.878418
	Iteration 91Q: 3 clusters Score -2463374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2463374.250000 Penalty: 4858.878418
	Iteration 92F: 3 clusters Score -2463374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -45429.781250 Penalty: 1465.204590
	Iteration 0F: 2 clusters Score -45429.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44085.136719 Penalty: 2930.409180
	Iteration 0F: 3 clusters Score -44085.14 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44218.554688 Penalty: 2930.409180
	Iteration 1F: 3 clusters Score -44218.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44262.910156 Penalty: 2930.409180
	Iteration 2Q: 3 clusters Score -44262.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44311.585938 Penalty: 2930.409180
	Iteration 3Q: 3 clusters Score -44311.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44371.347656 Penalty: 2930.409180
	Iteration 4Q: 3 clusters Score -44371.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44405.371094 Penalty: 2930.409180
	Iteration 5Q: 3 clusters Score -44405.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44467.132812 Penalty: 2930.409180
	Iteration 6Q: 3 clusters Score -44467.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44520.367188 Penalty: 2930.409180
	Iteration 7Q: 3 clusters Score -44520.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44604.718750 Penalty: 2930.409180
	Iteration 8Q: 3 clusters Score -44604.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -44754.101562 Penalty: 2930.409180
	Iteration 9Q: 3 clusters Score -44754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44826.246094 Penalty: 2930.409180
	Iteration 10Q: 3 clusters Score -44826.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44966.589844 Penalty: 2930.409180
	Iteration 11Q: 3 clusters Score -44966.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45093.898438 Penalty: 2930.409180
	Iteration 12Q: 3 clusters Score -45093.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45155.953125 Penalty: 2930.409180
	Iteration 13Q: 3 clusters Score -45155.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45211.289062 Penalty: 2930.409180
	Iteration 14Q: 3 clusters Score -45211.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45247.015625 Penalty: 2930.409180
	Iteration 15Q: 3 clusters Score -45247.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -45317.757812 Penalty: 2930.409180
	Iteration 16Q: 3 clusters Score -45317.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -45346.460938 Penalty: 2930.409180
	Iteration 17Q: 3 clusters Score -45346.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45353.347656 Penalty: 2930.409180
	Iteration 18Q: 3 clusters Score -45353.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -45353.738281 Penalty: 2930.409180
	Iteration 19F: 3 clusters Score -45353.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -45366.273438 Penalty: 2930.409180
	Iteration 20F: 3 clusters Score -45366.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45376.640625 Penalty: 2930.409180
	Iteration 21Q: 3 clusters Score -45376.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45376.640625 Penalty: 2930.409180
	Iteration 22F: 3 clusters Score -45376.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -1096095.250000 Penalty: 2213.380615
	Iteration 0F: 2 clusters Score -1096095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1090029.875000 Penalty: 4426.761230
	Iteration 0F: 3 clusters Score -1090030 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1091787.375000 Penalty: 4426.761230
	Iteration 1F: 3 clusters Score -1091787 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1092312.750000 Penalty: 4426.761230
	Iteration 2F: 3 clusters Score -1092313 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1092892.500000 Penalty: 4426.761230
	Iteration 3F: 3 clusters Score -1092892 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1093545.000000 Penalty: 4426.761230
	Iteration 4F: 3 clusters Score -1093545 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1094050.125000 Penalty: 4426.761230
	Iteration 5F: 3 clusters Score -1094050 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1094322.625000 Penalty: 4426.761230
	Iteration 6F: 3 clusters Score -1094323 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1094465.500000 Penalty: 4426.761230
	Iteration 7Q: 3 clusters Score -1094466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1094543.250000 Penalty: 4426.761230
	Iteration 8Q: 3 clusters Score -1094543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1094602.125000 Penalty: 4426.761230
	Iteration 9Q: 3 clusters Score -1094602 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1094631.875000 Penalty: 4426.761230
	Iteration 10Q: 3 clusters Score -1094632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1094644.500000 Penalty: 4426.761230
	Iteration 11Q: 3 clusters Score -1094644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1094650.625000 Penalty: 4426.761230
	Iteration 12Q: 3 clusters Score -1094651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1094659.000000 Penalty: 4426.761230
	Iteration 13Q: 3 clusters Score -1094659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1094665.250000 Penalty: 4426.761230
	Iteration 14Q: 3 clusters Score -1094665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1094670.000000 Penalty: 4426.761230
	Iteration 15Q: 3 clusters Score -1094670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1094674.125000 Penalty: 4426.761230
	Iteration 16Q: 3 clusters Score -1094674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1094675.250000 Penalty: 4426.761230
	Iteration 17Q: 3 clusters Score -1094675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1094675.625000 Penalty: 4426.761230
	Iteration 18Q: 3 clusters Score -1094676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1094676.750000 Penalty: 4426.761230
	Iteration 19Q: 3 clusters Score -1094677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1094677.125000 Penalty: 4426.761230
	Iteration 20F: 3 clusters Score -1094677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1094679.000000 Penalty: 4426.761230
	Iteration 21Q: 3 clusters Score -1094679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1094680.000000 Penalty: 4426.761230
	Iteration 22Q: 3 clusters Score -1094680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1094682.250000 Penalty: 4426.761230
	Iteration 23Q: 3 clusters Score -1094682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1094683.625000 Penalty: 4426.761230
	Iteration 24Q: 3 clusters Score -1094684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1094683.125000 Penalty: 4426.761230
	Iteration 25Q: 3 clusters Score -1094683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1094682.875000 Penalty: 4426.761230
	Iteration 26Q: 3 clusters Score -1094683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1094682.750000 Penalty: 4426.761230
	Iteration 27Q: 3 clusters Score -1094683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1094683.250000 Penalty: 4426.761230
	Iteration 28Q: 3 clusters Score -1094683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1094683.250000 Penalty: 4426.761230
	Iteration 29F: 3 clusters Score -1094683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -912705.875000 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -912705.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -907352.562500 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -907352.6 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -908892.750000 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -908892.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -909407.500000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -909407.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -909768.500000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -909768.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -910037.125000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -910037.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -910249.500000 Penalty: 4345.106934
	Iteration 5Q: 3 clusters Score -910249.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -910421.812500 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -910421.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -910581.187500 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -910581.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -910702.812500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -910702.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -910785.750000 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -910785.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -910843.062500 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -910843.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -910885.125000 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -910885.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -910917.625000 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -910917.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -910944.937500 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -910944.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -910972.500000 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -910972.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -910999.187500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -910999.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -911019.187500 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -911019.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -911031.437500 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -911031.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -911041.312500 Penalty: 4345.106934
	Iteration 18Q: 3 clusters Score -911041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -911046.875000 Penalty: 4345.106934
	Iteration 19Q: 3 clusters Score -911046.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -911056.000000 Penalty: 4345.106934
	Iteration 20F: 3 clusters Score -911056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -911062.250000 Penalty: 4345.106934
	Iteration 21Q: 3 clusters Score -911062.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -911064.625000 Penalty: 4345.106934
	Iteration 22Q: 3 clusters Score -911064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -911068.125000 Penalty: 4345.106934
	Iteration 23Q: 3 clusters Score -911068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -911070.250000 Penalty: 4345.106934
	Iteration 24Q: 3 clusters Score -911070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -911072.125000 Penalty: 4345.106934
	Iteration 25Q: 3 clusters Score -911072.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -911076.500000 Penalty: 4345.106934
	Iteration 26Q: 3 clusters Score -911076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -911076.875000 Penalty: 4345.106934
	Iteration 27Q: 3 clusters Score -911076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -911078.750000 Penalty: 4345.106934
	Iteration 28Q: 3 clusters Score -911078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -911082.500000 Penalty: 4345.106934
	Iteration 29Q: 3 clusters Score -911082.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -911084.375000 Penalty: 4345.106934
	Iteration 30Q: 3 clusters Score -911084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -911085.312500 Penalty: 4345.106934
	Iteration 31Q: 3 clusters Score -911085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -911086.687500 Penalty: 4345.106934
	Iteration 32Q: 3 clusters Score -911086.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -911087.125000 Penalty: 4345.106934
	Iteration 33Q: 3 clusters Score -911087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -911085.875000 Penalty: 4345.106934
	Iteration 34Q: 3 clusters Score -911085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -911087.062500 Penalty: 4345.106934
	Iteration 35Q: 3 clusters Score -911087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -911088.875000 Penalty: 4345.106934
	Iteration 36Q: 3 clusters Score -911088.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -911088.875000 Penalty: 4345.106934
	Iteration 37F: 3 clusters Score -911088.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Entering Unmasked Estep 
Score: -4833803.000000 Penalty: 2576.211426
	Iteration 0F: 2 clusters Score -4833803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4811669.000000 Penalty: 5152.422852
	Iteration 0F: 3 clusters Score -4811669 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -4819671.000000 Penalty: 5152.422852
	Iteration 1F: 3 clusters Score -4819671 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -4820274.000000 Penalty: 5152.422852
	Iteration 2Q: 3 clusters Score -4820274 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4821030.500000 Penalty: 5152.422852
	Iteration 3Q: 3 clusters Score -4821030 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4822000.000000 Penalty: 5152.422852
	Iteration 4F: 3 clusters Score -4822000 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4823187.500000 Penalty: 5152.422852
	Iteration 5F: 3 clusters Score -4823188 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4824577.000000 Penalty: 5152.422852
	Iteration 6F: 3 clusters Score -4824577 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4826187.000000 Penalty: 5152.422852
	Iteration 7F: 3 clusters Score -4826187 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -4827815.000000 Penalty: 5152.422852
	Iteration 8F: 3 clusters Score -4827815 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4829275.500000 Penalty: 5152.422852
	Iteration 9Q: 3 clusters Score -4829276 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -4830225.500000 Penalty: 5152.422852
	Iteration 10Q: 3 clusters Score -4830226 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4830821.500000 Penalty: 5152.422852
	Iteration 11Q: 3 clusters Score -4830822 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -4831091.500000 Penalty: 5152.422852
	Iteration 12Q: 3 clusters Score -4831092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -4831234.000000 Penalty: 5152.422852
	Iteration 13Q: 3 clusters Score -4831234 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4831369.000000 Penalty: 5152.422852
	Iteration 14Q: 3 clusters Score -4831369 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4831444.000000 Penalty: 5152.422852
	Iteration 15Q: 3 clusters Score -4831444 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4831494.500000 Penalty: 5152.422852
	Iteration 16Q: 3 clusters Score -4831494 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -4831535.500000 Penalty: 5152.422852
	Iteration 17Q: 3 clusters Score -4831536 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4831559.000000 Penalty: 5152.422852
	Iteration 18Q: 3 clusters Score -4831559 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -4831570.500000 Penalty: 5152.422852
	Iteration 19Q: 3 clusters Score -4831570 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -4831593.000000 Penalty: 5152.422852
	Iteration 20F: 3 clusters Score -4831593 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -4831625.500000 Penalty: 5152.422852
	Iteration 21Q: 3 clusters Score -4831626 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4831639.500000 Penalty: 5152.422852
	Iteration 22Q: 3 clusters Score -4831640 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4831651.000000 Penalty: 5152.422852
	Iteration 23Q: 3 clusters Score -4831651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -4831659.500000 Penalty: 5152.422852
	Iteration 24Q: 3 clusters Score -4831660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -4831679.000000 Penalty: 5152.422852
	Iteration 25Q: 3 clusters Score -4831679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -4831701.000000 Penalty: 5152.422852
	Iteration 26Q: 3 clusters Score -4831701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4831704.500000 Penalty: 5152.422852
	Iteration 27Q: 3 clusters Score -4831704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -4831710.500000 Penalty: 5152.422852
	Iteration 28Q: 3 clusters Score -4831710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4831705.500000 Penalty: 5152.422852
	Iteration 29Q: 3 clusters Score -4831706 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -4831707.500000 Penalty: 5152.422852
	Iteration 30Q: 3 clusters Score -4831708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -4831716.000000 Penalty: 5152.422852
	Iteration 31Q: 3 clusters Score -4831716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -4831726.500000 Penalty: 5152.422852
	Iteration 32Q: 3 clusters Score -4831726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -4831741.500000 Penalty: 5152.422852
	Iteration 33Q: 3 clusters Score -4831742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4831760.000000 Penalty: 5152.422852
	Iteration 34Q: 3 clusters Score -4831760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -4831769.000000 Penalty: 5152.422852
	Iteration 35Q: 3 clusters Score -4831769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4831791.000000 Penalty: 5152.422852
	Iteration 36Q: 3 clusters Score -4831791 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -4831811.500000 Penalty: 5152.422852
	Iteration 37Q: 3 clusters Score -4831812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -4831827.500000 Penalty: 5152.422852
	Iteration 38Q: 3 clusters Score -4831828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4831838.000000 Penalty: 5152.422852
	Iteration 39Q: 3 clusters Score -4831838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4831859.000000 Penalty: 5152.422852
	Iteration 40F: 3 clusters Score -4831859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4831863.000000 Penalty: 5152.422852
	Iteration 41Q: 3 clusters Score -4831863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -4831870.500000 Penalty: 5152.422852
	Iteration 42Q: 3 clusters Score -4831870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4831875.000000 Penalty: 5152.422852
	Iteration 43Q: 3 clusters Score -4831875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4831890.500000 Penalty: 5152.422852
	Iteration 44Q: 3 clusters Score -4831890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4831904.000000 Penalty: 5152.422852
	Iteration 45Q: 3 clusters Score -4831904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -4831922.500000 Penalty: 5152.422852
	Iteration 46Q: 3 clusters Score -4831922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4831932.000000 Penalty: 5152.422852
	Iteration 47Q: 3 clusters Score -4831932 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4831959.000000 Penalty: 5152.422852
	Iteration 48Q: 3 clusters Score -4831959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -4831977.000000 Penalty: 5152.422852
	Iteration 49Q: 3 clusters Score -4831977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -4831987.000000 Penalty: 5152.422852
	Iteration 50Q: 3 clusters Score -4831987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -4832009.000000 Penalty: 5152.422852
	Iteration 51Q: 3 clusters Score -4832009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4832014.500000 Penalty: 5152.422852
	Iteration 52Q: 3 clusters Score -4832014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -4832031.000000 Penalty: 5152.422852
	Iteration 53Q: 3 clusters Score -4832031 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -4832048.000000 Penalty: 5152.422852
	Iteration 54Q: 3 clusters Score -4832048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4832056.500000 Penalty: 5152.422852
	Iteration 55Q: 3 clusters Score -4832056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4832057.500000 Penalty: 5152.422852
	Iteration 56Q: 3 clusters Score -4832058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -4832064.500000 Penalty: 5152.422852
	Iteration 57Q: 3 clusters Score -4832064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -4832065.000000 Penalty: 5152.422852
	Iteration 58Q: 3 clusters Score -4832065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -4832072.000000 Penalty: 5152.422852
	Iteration 59Q: 3 clusters Score -4832072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4832075.500000 Penalty: 5152.422852
	Iteration 60F: 3 clusters Score -4832076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -4832082.000000 Penalty: 5152.422852
	Iteration 61Q: 3 clusters Score -4832082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -4832082.500000 Penalty: 5152.422852
	Iteration 62Q: 3 clusters Score -4832082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4832081.000000 Penalty: 5152.422852
	Iteration 63Q: 3 clusters Score -4832081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -4832086.500000 Penalty: 5152.422852
	Iteration 64Q: 3 clusters Score -4832086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4832093.500000 Penalty: 5152.422852
	Iteration 65Q: 3 clusters Score -4832094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4832092.500000 Penalty: 5152.422852
	Iteration 66Q: 3 clusters Score -4832092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4832092.000000 Penalty: 5152.422852
	Iteration 67Q: 3 clusters Score -4832092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4832094.500000 Penalty: 5152.422852
	Iteration 68Q: 3 clusters Score -4832094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4832091.000000 Penalty: 5152.422852
	Iteration 69Q: 3 clusters Score -4832091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4832106.000000 Penalty: 5152.422852
	Iteration 70Q: 3 clusters Score -4832106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -4832106.500000 Penalty: 5152.422852
	Iteration 71Q: 3 clusters Score -4832106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -4832107.500000 Penalty: 5152.422852
	Iteration 72Q: 3 clusters Score -4832108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4832119.500000 Penalty: 5152.422852
	Iteration 73Q: 3 clusters Score -4832120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -4832119.000000 Penalty: 5152.422852
	Iteration 74Q: 3 clusters Score -4832119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4832122.500000 Penalty: 5152.422852
	Iteration 75Q: 3 clusters Score -4832122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4832125.500000 Penalty: 5152.422852
	Iteration 76Q: 3 clusters Score -4832126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4832124.500000 Penalty: 5152.422852
	Iteration 77Q: 3 clusters Score -4832124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4832124.000000 Penalty: 5152.422852
	Iteration 78Q: 3 clusters Score -4832124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -4832129.000000 Penalty: 5152.422852
	Iteration 79Q: 3 clusters Score -4832129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -4832127.000000 Penalty: 5152.422852
	Iteration 80F: 3 clusters Score -4832127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4832127.000000 Penalty: 5152.422852
	Iteration 81Q: 3 clusters Score -4832127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4832139.500000 Penalty: 5152.422852
	Iteration 82Q: 3 clusters Score -4832140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -4832136.500000 Penalty: 5152.422852
	Iteration 83Q: 3 clusters Score -4832136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4832129.000000 Penalty: 5152.422852
	Iteration 84Q: 3 clusters Score -4832129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4832140.000000 Penalty: 5152.422852
	Iteration 85Q: 3 clusters Score -4832140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -4832137.500000 Penalty: 5152.422852
	Iteration 86Q: 3 clusters Score -4832138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4832143.500000 Penalty: 5152.422852
	Iteration 87Q: 3 clusters Score -4832144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4832143.500000 Penalty: 5152.422852
	Iteration 88Q: 3 clusters Score -4832144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4832145.500000 Penalty: 5152.422852
	Iteration 89Q: 3 clusters Score -4832146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4832150.500000 Penalty: 5152.422852
	Iteration 90Q: 3 clusters Score -4832150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4832149.000000 Penalty: 5152.422852
	Iteration 91Q: 3 clusters Score -4832149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -4832149.500000 Penalty: 5152.422852
	Iteration 92Q: 3 clusters Score -4832150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -4832151.000000 Penalty: 5152.422852
	Iteration 93Q: 3 clusters Score -4832151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4832151.000000 Penalty: 5152.422852
	Iteration 94Q: 3 clusters Score -4832151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4832152.000000 Penalty: 5152.422852
	Iteration 95Q: 3 clusters Score -4832152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -4832151.000000 Penalty: 5152.422852
	Iteration 96Q: 3 clusters Score -4832151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4832147.000000 Penalty: 5152.422852
	Iteration 97Q: 3 clusters Score -4832147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -4832152.000000 Penalty: 5152.422852
	Iteration 98Q: 3 clusters Score -4832152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -4832154.000000 Penalty: 5152.422852
	Iteration 99Q: 3 clusters Score -4832154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4832155.500000 Penalty: 5152.422852
	Iteration 100F: 3 clusters Score -4832156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -4832159.500000 Penalty: 5152.422852
	Iteration 101Q: 3 clusters Score -4832160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -4832159.000000 Penalty: 5152.422852
	Iteration 102Q: 3 clusters Score -4832159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4832159.500000 Penalty: 5152.422852
	Iteration 103Q: 3 clusters Score -4832160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4832161.500000 Penalty: 5152.422852
	Iteration 104Q: 3 clusters Score -4832162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4832161.500000 Penalty: 5152.422852
	Iteration 105Q: 3 clusters Score -4832162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -4832165.500000 Penalty: 5152.422852
	Iteration 106Q: 3 clusters Score -4832166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4832164.500000 Penalty: 5152.422852
	Iteration 107Q: 3 clusters Score -4832164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -4832163.500000 Penalty: 5152.422852
	Iteration 108Q: 3 clusters Score -4832164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -4832163.500000 Penalty: 5152.422852
	Iteration 109Q: 3 clusters Score -4832164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -4832168.000000 Penalty: 5152.422852
	Iteration 110Q: 3 clusters Score -4832168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4832167.500000 Penalty: 5152.422852
	Iteration 111Q: 3 clusters Score -4832168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4832167.500000 Penalty: 5152.422852
	Iteration 112F: 3 clusters Score -4832168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -1793524.750000 Penalty: 2335.846436
	Iteration 0F: 2 clusters Score -1793525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1784462.000000 Penalty: 4671.692871
	Iteration 0F: 3 clusters Score -1784462 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1787881.750000 Penalty: 4671.692871
	Iteration 1F: 3 clusters Score -1787882 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1788952.750000 Penalty: 4671.692871
	Iteration 2F: 3 clusters Score -1788953 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1790007.500000 Penalty: 4671.692871
	Iteration 3F: 3 clusters Score -1790008 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1790789.750000 Penalty: 4671.692871
	Iteration 4F: 3 clusters Score -1790790 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1791279.750000 Penalty: 4671.692871
	Iteration 5F: 3 clusters Score -1791280 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1791521.125000 Penalty: 4671.692871
	Iteration 6Q: 3 clusters Score -1791521 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1791671.125000 Penalty: 4671.692871
	Iteration 7Q: 3 clusters Score -1791671 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1791759.625000 Penalty: 4671.692871
	Iteration 8Q: 3 clusters Score -1791760 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1791805.750000 Penalty: 4671.692871
	Iteration 9Q: 3 clusters Score -1791806 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1791833.500000 Penalty: 4671.692871
	Iteration 10Q: 3 clusters Score -1791834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1791847.750000 Penalty: 4671.692871
	Iteration 11Q: 3 clusters Score -1791848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1791858.500000 Penalty: 4671.692871
	Iteration 12Q: 3 clusters Score -1791858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1791873.250000 Penalty: 4671.692871
	Iteration 13Q: 3 clusters Score -1791873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1791878.375000 Penalty: 4671.692871
	Iteration 14Q: 3 clusters Score -1791878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1791891.250000 Penalty: 4671.692871
	Iteration 15Q: 3 clusters Score -1791891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1791896.000000 Penalty: 4671.692871
	Iteration 16Q: 3 clusters Score -1791896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1791904.125000 Penalty: 4671.692871
	Iteration 17Q: 3 clusters Score -1791904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1791906.250000 Penalty: 4671.692871
	Iteration 18Q: 3 clusters Score -1791906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1791922.625000 Penalty: 4671.692871
	Iteration 19Q: 3 clusters Score -1791923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1791932.375000 Penalty: 4671.692871
	Iteration 20F: 3 clusters Score -1791932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1791941.000000 Penalty: 4671.692871
	Iteration 21Q: 3 clusters Score -1791941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1791949.250000 Penalty: 4671.692871
	Iteration 22Q: 3 clusters Score -1791949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1791961.500000 Penalty: 4671.692871
	Iteration 23Q: 3 clusters Score -1791962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1791970.125000 Penalty: 4671.692871
	Iteration 24Q: 3 clusters Score -1791970 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1791981.375000 Penalty: 4671.692871
	Iteration 25Q: 3 clusters Score -1791981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1791987.625000 Penalty: 4671.692871
	Iteration 26Q: 3 clusters Score -1791988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1792002.875000 Penalty: 4671.692871
	Iteration 27Q: 3 clusters Score -1792003 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1792027.000000 Penalty: 4671.692871
	Iteration 28Q: 3 clusters Score -1792027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1792045.250000 Penalty: 4671.692871
	Iteration 29Q: 3 clusters Score -1792045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1792076.000000 Penalty: 4671.692871
	Iteration 30Q: 3 clusters Score -1792076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1792103.000000 Penalty: 4671.692871
	Iteration 31Q: 3 clusters Score -1792103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1792127.000000 Penalty: 4671.692871
	Iteration 32Q: 3 clusters Score -1792127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1792164.250000 Penalty: 4671.692871
	Iteration 33Q: 3 clusters Score -1792164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1792185.625000 Penalty: 4671.692871
	Iteration 34Q: 3 clusters Score -1792186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1792200.625000 Penalty: 4671.692871
	Iteration 35Q: 3 clusters Score -1792201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1792224.875000 Penalty: 4671.692871
	Iteration 36Q: 3 clusters Score -1792225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1792246.375000 Penalty: 4671.692871
	Iteration 37Q: 3 clusters Score -1792246 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1792269.500000 Penalty: 4671.692871
	Iteration 38Q: 3 clusters Score -1792270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1792292.125000 Penalty: 4671.692871
	Iteration 39Q: 3 clusters Score -1792292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1792310.875000 Penalty: 4671.692871
	Iteration 40F: 3 clusters Score -1792311 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1792344.375000 Penalty: 4671.692871
	Iteration 41Q: 3 clusters Score -1792344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1792372.500000 Penalty: 4671.692871
	Iteration 42Q: 3 clusters Score -1792372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1792401.500000 Penalty: 4671.692871
	Iteration 43Q: 3 clusters Score -1792402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1792423.500000 Penalty: 4671.692871
	Iteration 44Q: 3 clusters Score -1792424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1792438.125000 Penalty: 4671.692871
	Iteration 45Q: 3 clusters Score -1792438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1792450.000000 Penalty: 4671.692871
	Iteration 46Q: 3 clusters Score -1792450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1792470.250000 Penalty: 4671.692871
	Iteration 47Q: 3 clusters Score -1792470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1792467.250000 Penalty: 4671.692871
	Iteration 48Q: 3 clusters Score -1792467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1792480.125000 Penalty: 4671.692871
	Iteration 49Q: 3 clusters Score -1792480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1792482.000000 Penalty: 4671.692871
	Iteration 50Q: 3 clusters Score -1792482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1792486.375000 Penalty: 4671.692871
	Iteration 51Q: 3 clusters Score -1792486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1792493.625000 Penalty: 4671.692871
	Iteration 52Q: 3 clusters Score -1792494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1792499.750000 Penalty: 4671.692871
	Iteration 53Q: 3 clusters Score -1792500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1792504.125000 Penalty: 4671.692871
	Iteration 54Q: 3 clusters Score -1792504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1792510.500000 Penalty: 4671.692871
	Iteration 55Q: 3 clusters Score -1792510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1792520.000000 Penalty: 4671.692871
	Iteration 56Q: 3 clusters Score -1792520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1792527.000000 Penalty: 4671.692871
	Iteration 57Q: 3 clusters Score -1792527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1792523.000000 Penalty: 4671.692871
	Iteration 58Q: 3 clusters Score -1792523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1792530.125000 Penalty: 4671.692871
	Iteration 59Q: 3 clusters Score -1792530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1792537.125000 Penalty: 4671.692871
	Iteration 60F: 3 clusters Score -1792537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1792540.375000 Penalty: 4671.692871
	Iteration 61Q: 3 clusters Score -1792540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1792543.625000 Penalty: 4671.692871
	Iteration 62Q: 3 clusters Score -1792544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1792549.875000 Penalty: 4671.692871
	Iteration 63Q: 3 clusters Score -1792550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1792553.625000 Penalty: 4671.692871
	Iteration 64Q: 3 clusters Score -1792554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1792556.250000 Penalty: 4671.692871
	Iteration 65Q: 3 clusters Score -1792556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1792559.500000 Penalty: 4671.692871
	Iteration 66Q: 3 clusters Score -1792560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1792562.125000 Penalty: 4671.692871
	Iteration 67Q: 3 clusters Score -1792562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1792561.250000 Penalty: 4671.692871
	Iteration 68Q: 3 clusters Score -1792561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1792567.250000 Penalty: 4671.692871
	Iteration 69Q: 3 clusters Score -1792567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1792567.375000 Penalty: 4671.692871
	Iteration 70Q: 3 clusters Score -1792567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1792568.625000 Penalty: 4671.692871
	Iteration 71Q: 3 clusters Score -1792569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1792575.500000 Penalty: 4671.692871
	Iteration 72Q: 3 clusters Score -1792576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1792577.375000 Penalty: 4671.692871
	Iteration 73Q: 3 clusters Score -1792577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1792577.375000 Penalty: 4671.692871
	Iteration 74Q: 3 clusters Score -1792577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1792578.250000 Penalty: 4671.692871
	Iteration 75Q: 3 clusters Score -1792578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1792580.625000 Penalty: 4671.692871
	Iteration 76Q: 3 clusters Score -1792581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1792578.875000 Penalty: 4671.692871
	Iteration 77Q: 3 clusters Score -1792579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1792581.125000 Penalty: 4671.692871
	Iteration 78Q: 3 clusters Score -1792581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1792585.125000 Penalty: 4671.692871
	Iteration 79Q: 3 clusters Score -1792585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1792585.500000 Penalty: 4671.692871
	Iteration 80F: 3 clusters Score -1792586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1792584.375000 Penalty: 4671.692871
	Iteration 81Q: 3 clusters Score -1792584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1792585.500000 Penalty: 4671.692871
	Iteration 82Q: 3 clusters Score -1792586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1792589.375000 Penalty: 4671.692871
	Iteration 83Q: 3 clusters Score -1792589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1792591.250000 Penalty: 4671.692871
	Iteration 84Q: 3 clusters Score -1792591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1792588.000000 Penalty: 4671.692871
	Iteration 85Q: 3 clusters Score -1792588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1792588.875000 Penalty: 4671.692871
	Iteration 86Q: 3 clusters Score -1792589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1792589.750000 Penalty: 4671.692871
	Iteration 87Q: 3 clusters Score -1792590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1792589.750000 Penalty: 4671.692871
	Iteration 88Q: 3 clusters Score -1792590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1792593.625000 Penalty: 4671.692871
	Iteration 89Q: 3 clusters Score -1792594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1792595.375000 Penalty: 4671.692871
	Iteration 90Q: 3 clusters Score -1792595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1792602.625000 Penalty: 4671.692871
	Iteration 91Q: 3 clusters Score -1792603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1792604.125000 Penalty: 4671.692871
	Iteration 92Q: 3 clusters Score -1792604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1792606.250000 Penalty: 4671.692871
	Iteration 93Q: 3 clusters Score -1792606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1792605.000000 Penalty: 4671.692871
	Iteration 94Q: 3 clusters Score -1792605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1792606.375000 Penalty: 4671.692871
	Iteration 95Q: 3 clusters Score -1792606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1792606.875000 Penalty: 4671.692871
	Iteration 96Q: 3 clusters Score -1792607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1792606.250000 Penalty: 4671.692871
	Iteration 97Q: 3 clusters Score -1792606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1792608.125000 Penalty: 4671.692871
	Iteration 98Q: 3 clusters Score -1792608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1792608.125000 Penalty: 4671.692871
	Iteration 99F: 3 clusters Score -1792608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (32850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Entering Unmasked Estep 
Score: -4895084.500000 Penalty: 2579.127197
	Iteration 0F: 2 clusters Score -4895084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4872598.500000 Penalty: 5158.254395
	Iteration 0F: 3 clusters Score -4872598 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4880834.500000 Penalty: 5158.254395
	Iteration 1F: 3 clusters Score -4880834 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4881410.500000 Penalty: 5158.254395
	Iteration 2Q: 3 clusters Score -4881410 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4881976.500000 Penalty: 5158.254395
	Iteration 3Q: 3 clusters Score -4881976 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4882643.000000 Penalty: 5158.254395
	Iteration 4Q: 3 clusters Score -4882643 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4883436.000000 Penalty: 5158.254395
	Iteration 5F: 3 clusters Score -4883436 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4884497.500000 Penalty: 5158.254395
	Iteration 6F: 3 clusters Score -4884498 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4885906.500000 Penalty: 5158.254395
	Iteration 7F: 3 clusters Score -4885906 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4887509.500000 Penalty: 5158.254395
	Iteration 8F: 3 clusters Score -4887510 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4889234.500000 Penalty: 5158.254395
	Iteration 9F: 3 clusters Score -4889234 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4890729.000000 Penalty: 5158.254395
	Iteration 10Q: 3 clusters Score -4890729 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4891783.500000 Penalty: 5158.254395
	Iteration 11Q: 3 clusters Score -4891784 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4892374.000000 Penalty: 5158.254395
	Iteration 12Q: 3 clusters Score -4892374 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4892712.500000 Penalty: 5158.254395
	Iteration 13Q: 3 clusters Score -4892712 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -4892977.500000 Penalty: 5158.254395
	Iteration 14Q: 3 clusters Score -4892978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -4893196.000000 Penalty: 5158.254395
	Iteration 15Q: 3 clusters Score -4893196 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4893340.000000 Penalty: 5158.254395
	Iteration 16Q: 3 clusters Score -4893340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -4893468.500000 Penalty: 5158.254395
	Iteration 17Q: 3 clusters Score -4893468 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -4893570.500000 Penalty: 5158.254395
	Iteration 18Q: 3 clusters Score -4893570 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -4893593.000000 Penalty: 5158.254395
	Iteration 19Q: 3 clusters Score -4893593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -4893622.500000 Penalty: 5158.254395
	Iteration 20F: 3 clusters Score -4893622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4893639.500000 Penalty: 5158.254395
	Iteration 21Q: 3 clusters Score -4893640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4893662.000000 Penalty: 5158.254395
	Iteration 22Q: 3 clusters Score -4893662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -4893671.500000 Penalty: 5158.254395
	Iteration 23Q: 3 clusters Score -4893672 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4893681.000000 Penalty: 5158.254395
	Iteration 24Q: 3 clusters Score -4893681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -4893697.500000 Penalty: 5158.254395
	Iteration 25Q: 3 clusters Score -4893698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4893696.000000 Penalty: 5158.254395
	Iteration 26Q: 3 clusters Score -4893696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4893699.500000 Penalty: 5158.254395
	Iteration 27Q: 3 clusters Score -4893700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -4893699.000000 Penalty: 5158.254395
	Iteration 28Q: 3 clusters Score -4893699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4893695.500000 Penalty: 5158.254395
	Iteration 29Q: 3 clusters Score -4893696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4893693.500000 Penalty: 5158.254395
	Iteration 30Q: 3 clusters Score -4893694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4893693.000000 Penalty: 5158.254395
	Iteration 31Q: 3 clusters Score -4893693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4893690.500000 Penalty: 5158.254395
	Iteration 32Q: 3 clusters Score -4893690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4893692.500000 Penalty: 5158.254395
	Iteration 33Q: 3 clusters Score -4893692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4893690.000000 Penalty: 5158.254395
	Iteration 34Q: 3 clusters Score -4893690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -4893690.000000 Penalty: 5158.254395
	Iteration 35F: 3 clusters Score -4893690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (29369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Entering Unmasked Estep 
Score: -4158178.500000 Penalty: 2551.348389
	Iteration 0F: 2 clusters Score -4158178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4138051.500000 Penalty: 5102.696777
	Iteration 0F: 3 clusters Score -4138052 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -4146378.500000 Penalty: 5102.696777
	Iteration 1F: 3 clusters Score -4146378 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4148494.500000 Penalty: 5102.696777
	Iteration 2F: 3 clusters Score -4148494 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4151166.250000 Penalty: 5102.696777
	Iteration 3F: 3 clusters Score -4151166 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4153545.250000 Penalty: 5102.696777
	Iteration 4F: 3 clusters Score -4153545 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4155062.750000 Penalty: 5102.696777
	Iteration 5F: 3 clusters Score -4155063 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4156255.750000 Penalty: 5102.696777
	Iteration 6F: 3 clusters Score -4156256 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4157404.000000 Penalty: 5102.696777
	Iteration 7Q: 3 clusters Score -4157404 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4158589.250000 Penalty: 5102.696777
	Iteration 8Q: 3 clusters Score -4158589 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -4159622.500000 Penalty: 5102.696777
	Iteration 9Q: 3 clusters Score -4159622 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4160374.750000 Penalty: 5102.696777
	Iteration 10Q: 3 clusters Score -4160375 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4160944.000000 Penalty: 5102.696777
	Iteration 11Q: 3 clusters Score -4160944 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4161390.500000 Penalty: 5102.696777
	Iteration 12Q: 3 clusters Score -4161390 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4161653.250000 Penalty: 5102.696777
	Iteration 13Q: 3 clusters Score -4161653 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4161838.250000 Penalty: 5102.696777
	Iteration 14Q: 3 clusters Score -4161838 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4161951.000000 Penalty: 5102.696777
	Iteration 15Q: 3 clusters Score -4161951 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4162081.000000 Penalty: 5102.696777
	Iteration 16Q: 3 clusters Score -4162081 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -4162208.000000 Penalty: 5102.696777
	Iteration 17Q: 3 clusters Score -4162208 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -4162307.250000 Penalty: 5102.696777
	Iteration 18Q: 3 clusters Score -4162307 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4162388.000000 Penalty: 5102.696777
	Iteration 19Q: 3 clusters Score -4162388 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4162452.000000 Penalty: 5102.696777
	Iteration 20F: 3 clusters Score -4162452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4162510.000000 Penalty: 5102.696777
	Iteration 21Q: 3 clusters Score -4162510 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -4162556.750000 Penalty: 5102.696777
	Iteration 22Q: 3 clusters Score -4162557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -4162580.000000 Penalty: 5102.696777
	Iteration 23Q: 3 clusters Score -4162580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4162600.000000 Penalty: 5102.696777
	Iteration 24Q: 3 clusters Score -4162600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4162624.000000 Penalty: 5102.696777
	Iteration 25Q: 3 clusters Score -4162624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4162636.000000 Penalty: 5102.696777
	Iteration 26Q: 3 clusters Score -4162636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4162654.500000 Penalty: 5102.696777
	Iteration 27Q: 3 clusters Score -4162654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -4162640.250000 Penalty: 5102.696777
	Iteration 28Q: 3 clusters Score -4162640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -4162665.500000 Penalty: 5102.696777
	Iteration 29Q: 3 clusters Score -4162666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4162673.500000 Penalty: 5102.696777
	Iteration 30Q: 3 clusters Score -4162674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -4162658.250000 Penalty: 5102.696777
	Iteration 31Q: 3 clusters Score -4162658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4162666.000000 Penalty: 5102.696777
	Iteration 32Q: 3 clusters Score -4162666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -4162657.750000 Penalty: 5102.696777
	Iteration 33Q: 3 clusters Score -4162658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4162658.750000 Penalty: 5102.696777
	Iteration 34Q: 3 clusters Score -4162659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4162657.750000 Penalty: 5102.696777
	Iteration 35Q: 3 clusters Score -4162658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -4162655.250000 Penalty: 5102.696777
	Iteration 36Q: 3 clusters Score -4162655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4162657.250000 Penalty: 5102.696777
	Iteration 37Q: 3 clusters Score -4162657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4162657.250000 Penalty: 5102.696777
	Iteration 38Q: 3 clusters Score -4162657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -4162657.250000 Penalty: 5102.696777
	Iteration 39F: 3 clusters Score -4162657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 5913 members 
Mstep: Class 38 contains 1035 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 5347 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 23456 members 
Entering Unmasked Estep 
Score: -115039976.000000 Penalty: 151731.828125
Splitting cluster 37 changes total score from -115036304.000000 to -115039976.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 38 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -136974.390625 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -136974.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -135076.171875 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -135076.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135857.500000 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -135857.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136305.781250 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -136305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -136743.859375 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -136743.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136959.656250 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -136959.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137084.250000 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -137084.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137131.671875 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -137131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137151.562500 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -137151.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137175.265625 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -137175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137184.562500 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -137184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -137192.375000 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -137192.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137196.062500 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -137196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -137199.609375 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -137199.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137200.828125 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -137200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -137200.828125 Penalty: 3443.309814
	Iteration 14F: 3 clusters Score -137200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 5913 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 18324 members 
Mstep: Class 40 contains 1537 members 
Mstep: Class 41 contains 11744 members 
Mstep: Class 42 contains 1603 members 
Mstep: Class 43 contains 5347 members 
Mstep: Class 44 contains 1625 members 
Mstep: Class 45 contains 23456 members 
Mstep: Class 46 contains 605 members 
Entering Unmasked Estep 
Score: -115038360.000000 Penalty: 155103.640625
Splitting cluster 38 changes total score from -115036304.000000 to -115038360.000000
So it's getting split into cluster 46.
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 13640 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59321 members 
Mstep: Class 5 contains 2106 members 
Mstep: Class 6 contains 11814 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 394 members 
Mstep: Class 9 contains 8759 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 8309 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 99400 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 6622 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101538 members 
Mstep: Class 21 contains 23466 members 
Mstep: Class 22 contains 3202 members 
Mstep: Class 23 contains 12250 members 
Mstep: Class 24 contains 84924 members 
Mstep: Class 25 contains 38783 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 55358 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3821 members 
Mstep: Class 30 contains 17964 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 12317 members 
Mstep: Class 36 contains 32850 members 
Mstep: Class 37 contains 5913 members 
Mstep: Class 38 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115043768.000000 Penalty: 155103.640625
Iteration 79Q: 47 clusters Score -1.150438e+08 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 9317 members 
Mstep: Class 4 contains 59544 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 395 members 
Mstep: Class 9 contains 8800 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8413 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 99634 members 
Mstep: Class 15 contains 11551 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 29664 members 
Mstep: Class 18 contains 10902 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 101466 members 
Mstep: Class 21 contains 23525 members 
Mstep: Class 22 contains 3189 members 
Mstep: Class 23 contains 12170 members 
Mstep: Class 24 contains 84548 members 
Mstep: Class 25 contains 39321 members 
Mstep: Class 26 contains 2617 members 
Mstep: Class 27 contains 55618 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 17811 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7708 members 
Mstep: Class 33 contains 6405 members 
Mstep: Class 34 contains 32532 members 
Mstep: Class 35 contains 12497 members 
Mstep: Class 36 contains 32791 members 
Mstep: Class 37 contains 6232 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17751 members 
Mstep: Class 40 contains 1498 members 
Mstep: Class 41 contains 11150 members 
Mstep: Class 42 contains 1586 members 
Mstep: Class 43 contains 5542 members 
Mstep: Class 44 contains 1591 members 
Mstep: Class 45 contains 21846 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115049320.000000 Penalty: 155103.640625
Iteration 80F: 47 clusters Score -1.150493e+08 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 13676 members 
Mstep: Class 3 contains 9321 members 
Mstep: Class 4 contains 59678 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 11603 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 8825 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 8139 members 
Mstep: Class 12 contains 8692 members 
Mstep: Class 13 contains 6465 members 
Mstep: Class 14 contains 99614 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 16 contains 7709 members 
Mstep: Class 17 contains 29737 members 
Mstep: Class 18 contains 10893 members 
Mstep: Class 19 contains 2082 members 
Mstep: Class 20 contains 101352 members 
Mstep: Class 21 contains 23549 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 12093 members 
Mstep: Class 24 contains 84193 members 
Mstep: Class 25 contains 38972 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 55472 members 
Mstep: Class 28 contains 299 members 
Mstep: Class 29 contains 3570 members 
Mstep: Class 30 contains 17632 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7726 members 
Mstep: Class 33 contains 6361 members 
Mstep: Class 34 contains 32435 members 
Mstep: Class 35 contains 12324 members 
Mstep: Class 36 contains 32751 members 
Mstep: Class 37 contains 6348 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17802 members 
Mstep: Class 40 contains 1561 members 
Mstep: Class 41 contains 11106 members 
Mstep: Class 42 contains 1906 members 
Mstep: Class 43 contains 5989 members 
Mstep: Class 44 contains 1787 members 
Mstep: Class 45 contains 22088 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115051072.000000 Penalty: 155103.640625
Iteration 81Q: 47 clusters Score -1.150511e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 9309 members 
Mstep: Class 4 contains 59813 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 11486 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 397 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7973 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 99528 members 
Mstep: Class 15 contains 11547 members 
Mstep: Class 16 contains 8074 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 10871 members 
Mstep: Class 19 contains 2084 members 
Mstep: Class 20 contains 101207 members 
Mstep: Class 21 contains 23552 members 
Mstep: Class 22 contains 3137 members 
Mstep: Class 23 contains 12049 members 
Mstep: Class 24 contains 83854 members 
Mstep: Class 25 contains 38826 members 
Mstep: Class 26 contains 2871 members 
Mstep: Class 27 contains 55457 members 
Mstep: Class 28 contains 295 members 
Mstep: Class 29 contains 3496 members 
Mstep: Class 30 contains 17501 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7743 members 
Mstep: Class 33 contains 6344 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 12178 members 
Mstep: Class 36 contains 32713 members 
Mstep: Class 37 contains 6475 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17757 members 
Mstep: Class 40 contains 1595 members 
Mstep: Class 41 contains 11076 members 
Mstep: Class 42 contains 2143 members 
Mstep: Class 43 contains 6313 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 22015 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115052576.000000 Penalty: 155103.640625
Iteration 82Q: 47 clusters Score -1.150526e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 9295 members 
Mstep: Class 4 contains 59928 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 8900 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7834 members 
Mstep: Class 12 contains 8992 members 
Mstep: Class 13 contains 6461 members 
Mstep: Class 14 contains 99439 members 
Mstep: Class 15 contains 11545 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 29943 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2130 members 
Mstep: Class 20 contains 101080 members 
Mstep: Class 21 contains 23554 members 
Mstep: Class 22 contains 3115 members 
Mstep: Class 23 contains 12028 members 
Mstep: Class 24 contains 83587 members 
Mstep: Class 25 contains 38737 members 
Mstep: Class 26 contains 2951 members 
Mstep: Class 27 contains 55496 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 3442 members 
Mstep: Class 30 contains 17410 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7769 members 
Mstep: Class 33 contains 6336 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 12035 members 
Mstep: Class 36 contains 32656 members 
Mstep: Class 37 contains 6598 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17699 members 
Mstep: Class 40 contains 1612 members 
Mstep: Class 41 contains 11067 members 
Mstep: Class 42 contains 2339 members 
Mstep: Class 43 contains 6604 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 21856 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053160.000000 Penalty: 155103.640625
Iteration 83Q: 47 clusters Score -1.150532e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 13735 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 60014 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 11369 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 9094 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 99327 members 
Mstep: Class 15 contains 11540 members 
Mstep: Class 16 contains 8522 members 
Mstep: Class 17 contains 29993 members 
Mstep: Class 18 contains 10840 members 
Mstep: Class 19 contains 2202 members 
Mstep: Class 20 contains 100991 members 
Mstep: Class 21 contains 23550 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 12013 members 
Mstep: Class 24 contains 83334 members 
Mstep: Class 25 contains 38749 members 
Mstep: Class 26 contains 3000 members 
Mstep: Class 27 contains 55566 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 3403 members 
Mstep: Class 30 contains 17336 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7762 members 
Mstep: Class 33 contains 6337 members 
Mstep: Class 34 contains 32377 members 
Mstep: Class 35 contains 11925 members 
Mstep: Class 36 contains 32607 members 
Mstep: Class 37 contains 6696 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17662 members 
Mstep: Class 40 contains 1617 members 
Mstep: Class 41 contains 11066 members 
Mstep: Class 42 contains 2509 members 
Mstep: Class 43 contains 6823 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 21677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053592.000000 Penalty: 155103.640625
Iteration 84Q: 47 clusters Score -1.150536e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 9268 members 
Mstep: Class 4 contains 60069 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 11337 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7605 members 
Mstep: Class 12 contains 9187 members 
Mstep: Class 13 contains 6455 members 
Mstep: Class 14 contains 99210 members 
Mstep: Class 15 contains 11541 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 30012 members 
Mstep: Class 18 contains 10820 members 
Mstep: Class 19 contains 2260 members 
Mstep: Class 20 contains 100937 members 
Mstep: Class 21 contains 23543 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 12001 members 
Mstep: Class 24 contains 83107 members 
Mstep: Class 25 contains 38797 members 
Mstep: Class 26 contains 3036 members 
Mstep: Class 27 contains 55664 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 3362 members 
Mstep: Class 30 contains 17277 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7761 members 
Mstep: Class 33 contains 6341 members 
Mstep: Class 34 contains 32363 members 
Mstep: Class 35 contains 11832 members 
Mstep: Class 36 contains 32563 members 
Mstep: Class 37 contains 6796 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17617 members 
Mstep: Class 40 contains 1620 members 
Mstep: Class 41 contains 11082 members 
Mstep: Class 42 contains 2625 members 
Mstep: Class 43 contains 7040 members 
Mstep: Class 44 contains 1861 members 
Mstep: Class 45 contains 21486 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115053872.000000 Penalty: 155103.640625
Iteration 85Q: 47 clusters Score -1.150539e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 9249 members 
Mstep: Class 4 contains 60150 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7533 members 
Mstep: Class 12 contains 9250 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 99108 members 
Mstep: Class 15 contains 11547 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 10813 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 20 contains 100871 members 
Mstep: Class 21 contains 23533 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 11995 members 
Mstep: Class 24 contains 82924 members 
Mstep: Class 25 contains 38837 members 
Mstep: Class 26 contains 3058 members 
Mstep: Class 27 contains 55779 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 3334 members 
Mstep: Class 30 contains 17208 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7762 members 
Mstep: Class 33 contains 6340 members 
Mstep: Class 34 contains 32356 members 
Mstep: Class 35 contains 11773 members 
Mstep: Class 36 contains 32511 members 
Mstep: Class 37 contains 6886 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17570 members 
Mstep: Class 40 contains 1621 members 
Mstep: Class 41 contains 11096 members 
Mstep: Class 42 contains 2717 members 
Mstep: Class 43 contains 7215 members 
Mstep: Class 44 contains 1864 members 
Mstep: Class 45 contains 21290 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054160.000000 Penalty: 155103.640625
Iteration 86Q: 47 clusters Score -1.150542e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 13767 members 
Mstep: Class 3 contains 9236 members 
Mstep: Class 4 contains 60221 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 11285 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 99049 members 
Mstep: Class 15 contains 11549 members 
Mstep: Class 16 contains 8953 members 
Mstep: Class 17 contains 30051 members 
Mstep: Class 18 contains 10817 members 
Mstep: Class 19 contains 2387 members 
Mstep: Class 20 contains 100824 members 
Mstep: Class 21 contains 23517 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 11986 members 
Mstep: Class 24 contains 82745 members 
Mstep: Class 25 contains 38876 members 
Mstep: Class 26 contains 3083 members 
Mstep: Class 27 contains 55859 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 3311 members 
Mstep: Class 30 contains 17128 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7762 members 
Mstep: Class 33 contains 6344 members 
Mstep: Class 34 contains 32364 members 
Mstep: Class 35 contains 11702 members 
Mstep: Class 36 contains 32454 members 
Mstep: Class 37 contains 6952 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17524 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 11100 members 
Mstep: Class 42 contains 2786 members 
Mstep: Class 43 contains 7355 members 
Mstep: Class 44 contains 1862 members 
Mstep: Class 45 contains 21165 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054640.000000 Penalty: 155103.640625
Iteration 87Q: 47 clusters Score -1.150546e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13759 members 
Mstep: Class 3 contains 9217 members 
Mstep: Class 4 contains 60288 members 
Mstep: Class 5 contains 1826 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7402 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 6466 members 
Mstep: Class 14 contains 98998 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 10821 members 
Mstep: Class 19 contains 2443 members 
Mstep: Class 20 contains 100801 members 
Mstep: Class 21 contains 23511 members 
Mstep: Class 22 contains 3020 members 
Mstep: Class 23 contains 11983 members 
Mstep: Class 24 contains 82609 members 
Mstep: Class 25 contains 38924 members 
Mstep: Class 26 contains 3108 members 
Mstep: Class 27 contains 55913 members 
Mstep: Class 28 contains 286 members 
Mstep: Class 29 contains 3295 members 
Mstep: Class 30 contains 17061 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7756 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 32381 members 
Mstep: Class 35 contains 11644 members 
Mstep: Class 36 contains 32403 members 
Mstep: Class 37 contains 7008 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17483 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 11112 members 
Mstep: Class 42 contains 2846 members 
Mstep: Class 43 contains 7479 members 
Mstep: Class 44 contains 1863 members 
Mstep: Class 45 contains 21044 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115054776.000000 Penalty: 155103.640625
Iteration 88Q: 47 clusters Score -1.150548e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 9197 members 
Mstep: Class 4 contains 60360 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7339 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 98955 members 
Mstep: Class 15 contains 11558 members 
Mstep: Class 16 contains 9110 members 
Mstep: Class 17 contains 30036 members 
Mstep: Class 18 contains 10830 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 100787 members 
Mstep: Class 21 contains 23495 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 11981 members 
Mstep: Class 24 contains 82486 members 
Mstep: Class 25 contains 38948 members 
Mstep: Class 26 contains 3130 members 
Mstep: Class 27 contains 55997 members 
Mstep: Class 28 contains 285 members 
Mstep: Class 29 contains 3273 members 
Mstep: Class 30 contains 17013 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7744 members 
Mstep: Class 33 contains 6348 members 
Mstep: Class 34 contains 32391 members 
Mstep: Class 35 contains 11586 members 
Mstep: Class 36 contains 32357 members 
Mstep: Class 37 contains 7060 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17442 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 11123 members 
Mstep: Class 42 contains 2880 members 
Mstep: Class 43 contains 7591 members 
Mstep: Class 44 contains 1863 members 
Mstep: Class 45 contains 20955 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055144.000000 Penalty: 155103.640625
Iteration 89Q: 47 clusters Score -1.150551e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 9179 members 
Mstep: Class 4 contains 60426 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9154 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 9448 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 98913 members 
Mstep: Class 15 contains 11564 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 30028 members 
Mstep: Class 18 contains 10819 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 100778 members 
Mstep: Class 21 contains 23485 members 
Mstep: Class 22 contains 3004 members 
Mstep: Class 23 contains 11973 members 
Mstep: Class 24 contains 82380 members 
Mstep: Class 25 contains 38972 members 
Mstep: Class 26 contains 3150 members 
Mstep: Class 27 contains 56071 members 
Mstep: Class 28 contains 284 members 
Mstep: Class 29 contains 3265 members 
Mstep: Class 30 contains 16970 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7741 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 32406 members 
Mstep: Class 35 contains 11550 members 
Mstep: Class 36 contains 32320 members 
Mstep: Class 37 contains 7099 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17410 members 
Mstep: Class 40 contains 1623 members 
Mstep: Class 41 contains 11132 members 
Mstep: Class 42 contains 2906 members 
Mstep: Class 43 contains 7675 members 
Mstep: Class 44 contains 1861 members 
Mstep: Class 45 contains 20887 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055256.000000 Penalty: 155103.640625
Iteration 90Q: 47 clusters Score -1.150553e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 60484 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9184 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7227 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 6472 members 
Mstep: Class 14 contains 98859 members 
Mstep: Class 15 contains 11574 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 29999 members 
Mstep: Class 18 contains 10814 members 
Mstep: Class 19 contains 2539 members 
Mstep: Class 20 contains 100766 members 
Mstep: Class 21 contains 23464 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 82284 members 
Mstep: Class 25 contains 39002 members 
Mstep: Class 26 contains 3173 members 
Mstep: Class 27 contains 56162 members 
Mstep: Class 28 contains 282 members 
Mstep: Class 29 contains 3258 members 
Mstep: Class 30 contains 16929 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7736 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 11522 members 
Mstep: Class 36 contains 32277 members 
Mstep: Class 37 contains 7138 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17385 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11139 members 
Mstep: Class 42 contains 2927 members 
Mstep: Class 43 contains 7759 members 
Mstep: Class 44 contains 1861 members 
Mstep: Class 45 contains 20814 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055600.000000 Penalty: 155103.640625
Iteration 91Q: 47 clusters Score -1.150556e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 9150 members 
Mstep: Class 4 contains 60539 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7179 members 
Mstep: Class 12 contains 9501 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 98821 members 
Mstep: Class 15 contains 11586 members 
Mstep: Class 16 contains 9245 members 
Mstep: Class 17 contains 29966 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 2557 members 
Mstep: Class 20 contains 100755 members 
Mstep: Class 21 contains 23446 members 
Mstep: Class 22 contains 3000 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 82205 members 
Mstep: Class 25 contains 39008 members 
Mstep: Class 26 contains 3190 members 
Mstep: Class 27 contains 56251 members 
Mstep: Class 28 contains 282 members 
Mstep: Class 29 contains 3248 members 
Mstep: Class 30 contains 16910 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7733 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 32433 members 
Mstep: Class 35 contains 11490 members 
Mstep: Class 36 contains 32242 members 
Mstep: Class 37 contains 7183 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17370 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11142 members 
Mstep: Class 42 contains 2950 members 
Mstep: Class 43 contains 7840 members 
Mstep: Class 44 contains 1860 members 
Mstep: Class 45 contains 20760 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055336.000000 Penalty: 155103.640625
Iteration 92Q: 47 clusters Score -1.150553e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 13757 members 
Mstep: Class 3 contains 9137 members 
Mstep: Class 4 contains 60597 members 
Mstep: Class 5 contains 1781 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 98776 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 10797 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 100751 members 
Mstep: Class 21 contains 23436 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 11961 members 
Mstep: Class 24 contains 82143 members 
Mstep: Class 25 contains 39021 members 
Mstep: Class 26 contains 3209 members 
Mstep: Class 27 contains 56340 members 
Mstep: Class 28 contains 280 members 
Mstep: Class 29 contains 3235 members 
Mstep: Class 30 contains 16859 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7726 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 11474 members 
Mstep: Class 36 contains 32212 members 
Mstep: Class 37 contains 7220 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17354 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11144 members 
Mstep: Class 42 contains 2965 members 
Mstep: Class 43 contains 7917 members 
Mstep: Class 44 contains 1859 members 
Mstep: Class 45 contains 20695 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055104.000000 Penalty: 155103.640625
Iteration 93Q: 47 clusters Score -1.150551e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 9122 members 
Mstep: Class 4 contains 60639 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9183 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 9536 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 98750 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 29949 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 2571 members 
Mstep: Class 20 contains 100749 members 
Mstep: Class 21 contains 23433 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 11951 members 
Mstep: Class 24 contains 82069 members 
Mstep: Class 25 contains 39034 members 
Mstep: Class 26 contains 3226 members 
Mstep: Class 27 contains 56418 members 
Mstep: Class 28 contains 277 members 
Mstep: Class 29 contains 3229 members 
Mstep: Class 30 contains 16811 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7718 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 32446 members 
Mstep: Class 35 contains 11448 members 
Mstep: Class 36 contains 32180 members 
Mstep: Class 37 contains 7246 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17342 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11144 members 
Mstep: Class 42 contains 2975 members 
Mstep: Class 43 contains 7990 members 
Mstep: Class 44 contains 1859 members 
Mstep: Class 45 contains 20651 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055224.000000 Penalty: 155103.640625
Iteration 94Q: 47 clusters Score -1.150552e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13745 members 
Mstep: Class 3 contains 9103 members 
Mstep: Class 4 contains 60678 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7123 members 
Mstep: Class 12 contains 9552 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 98708 members 
Mstep: Class 15 contains 11595 members 
Mstep: Class 16 contains 9349 members 
Mstep: Class 17 contains 29941 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 2573 members 
Mstep: Class 20 contains 100768 members 
Mstep: Class 21 contains 23436 members 
Mstep: Class 22 contains 3002 members 
Mstep: Class 23 contains 11948 members 
Mstep: Class 24 contains 82009 members 
Mstep: Class 25 contains 39041 members 
Mstep: Class 26 contains 3243 members 
Mstep: Class 27 contains 56490 members 
Mstep: Class 28 contains 277 members 
Mstep: Class 29 contains 3220 members 
Mstep: Class 30 contains 16766 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7712 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 32445 members 
Mstep: Class 35 contains 11425 members 
Mstep: Class 36 contains 32145 members 
Mstep: Class 37 contains 7264 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17336 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11139 members 
Mstep: Class 42 contains 2982 members 
Mstep: Class 43 contains 8066 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 20631 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055192.000000 Penalty: 155103.640625
Iteration 95Q: 47 clusters Score -1.150552e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 9091 members 
Mstep: Class 4 contains 60717 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 9571 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 98658 members 
Mstep: Class 15 contains 11596 members 
Mstep: Class 16 contains 9371 members 
Mstep: Class 17 contains 29954 members 
Mstep: Class 18 contains 10802 members 
Mstep: Class 19 contains 2584 members 
Mstep: Class 20 contains 100769 members 
Mstep: Class 21 contains 23426 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 11946 members 
Mstep: Class 24 contains 81955 members 
Mstep: Class 25 contains 39061 members 
Mstep: Class 26 contains 3259 members 
Mstep: Class 27 contains 56559 members 
Mstep: Class 28 contains 277 members 
Mstep: Class 29 contains 3215 members 
Mstep: Class 30 contains 16731 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7700 members 
Mstep: Class 33 contains 6353 members 
Mstep: Class 34 contains 32447 members 
Mstep: Class 35 contains 11387 members 
Mstep: Class 36 contains 32111 members 
Mstep: Class 37 contains 7287 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17330 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11142 members 
Mstep: Class 42 contains 2993 members 
Mstep: Class 43 contains 8132 members 
Mstep: Class 44 contains 1858 members 
Mstep: Class 45 contains 20613 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055616.000000 Penalty: 155103.640625
Iteration 96Q: 47 clusters Score -1.150556e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 9076 members 
Mstep: Class 4 contains 60748 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 9140 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 12 contains 9589 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 98611 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 9394 members 
Mstep: Class 17 contains 29978 members 
Mstep: Class 18 contains 10796 members 
Mstep: Class 19 contains 2587 members 
Mstep: Class 20 contains 100758 members 
Mstep: Class 21 contains 23418 members 
Mstep: Class 22 contains 3001 members 
Mstep: Class 23 contains 11940 members 
Mstep: Class 24 contains 81903 members 
Mstep: Class 25 contains 39068 members 
Mstep: Class 26 contains 3278 members 
Mstep: Class 27 contains 56633 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 3211 members 
Mstep: Class 30 contains 16690 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7698 members 
Mstep: Class 33 contains 6353 members 
Mstep: Class 34 contains 32455 members 
Mstep: Class 35 contains 11352 members 
Mstep: Class 36 contains 32086 members 
Mstep: Class 37 contains 7311 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17318 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11145 members 
Mstep: Class 42 contains 2997 members 
Mstep: Class 43 contains 8210 members 
Mstep: Class 44 contains 1858 members 
Mstep: Class 45 contains 20587 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055608.000000 Penalty: 155103.640625
Iteration 97Q: 47 clusters Score -1.150556e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 60764 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 11275 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 98582 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 30038 members 
Mstep: Class 18 contains 10787 members 
Mstep: Class 19 contains 2598 members 
Mstep: Class 20 contains 100739 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 11935 members 
Mstep: Class 24 contains 81864 members 
Mstep: Class 25 contains 39075 members 
Mstep: Class 26 contains 3296 members 
Mstep: Class 27 contains 56702 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 3202 members 
Mstep: Class 30 contains 16650 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7694 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 32455 members 
Mstep: Class 35 contains 11313 members 
Mstep: Class 36 contains 32058 members 
Mstep: Class 37 contains 7334 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17301 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11146 members 
Mstep: Class 42 contains 3002 members 
Mstep: Class 43 contains 8279 members 
Mstep: Class 44 contains 1859 members 
Mstep: Class 45 contains 20568 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055512.000000 Penalty: 155103.640625
Iteration 98Q: 47 clusters Score -1.150555e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 9057 members 
Mstep: Class 4 contains 60776 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 398 members 
Mstep: Class 9 contains 9118 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 98549 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 9422 members 
Mstep: Class 17 contains 30064 members 
Mstep: Class 18 contains 10781 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 100726 members 
Mstep: Class 21 contains 23407 members 
Mstep: Class 22 contains 2998 members 
Mstep: Class 23 contains 11935 members 
Mstep: Class 24 contains 81813 members 
Mstep: Class 25 contains 39087 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 56764 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 3199 members 
Mstep: Class 30 contains 16609 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7688 members 
Mstep: Class 33 contains 6352 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 11281 members 
Mstep: Class 36 contains 32028 members 
Mstep: Class 37 contains 7353 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17293 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11146 members 
Mstep: Class 42 contains 3006 members 
Mstep: Class 43 contains 8353 members 
Mstep: Class 44 contains 1856 members 
Mstep: Class 45 contains 20547 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115055640.000000 Penalty: 155103.640625
Iteration 99Q: 47 clusters Score -1.150556e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 60797 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 399 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 98504 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 9424 members 
Mstep: Class 17 contains 30101 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 100690 members 
Mstep: Class 21 contains 23405 members 
Mstep: Class 22 contains 2999 members 
Mstep: Class 23 contains 11934 members 
Mstep: Class 24 contains 81773 members 
Mstep: Class 25 contains 39094 members 
Mstep: Class 26 contains 3319 members 
Mstep: Class 27 contains 56853 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 3195 members 
Mstep: Class 30 contains 16577 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7687 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 11237 members 
Mstep: Class 36 contains 32001 members 
Mstep: Class 37 contains 7366 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17281 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11143 members 
Mstep: Class 42 contains 3005 members 
Mstep: Class 43 contains 8423 members 
Mstep: Class 44 contains 1858 members 
Mstep: Class 45 contains 20522 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056104.000000 Penalty: 155103.640625
Iteration 100F: 47 clusters Score -1.150561e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 60797 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 11279 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 98467 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 9437 members 
Mstep: Class 17 contains 30101 members 
Mstep: Class 18 contains 10752 members 
Mstep: Class 19 contains 2668 members 
Mstep: Class 20 contains 100655 members 
Mstep: Class 21 contains 23398 members 
Mstep: Class 22 contains 2991 members 
Mstep: Class 23 contains 11932 members 
Mstep: Class 24 contains 81736 members 
Mstep: Class 25 contains 39092 members 
Mstep: Class 26 contains 3320 members 
Mstep: Class 27 contains 56928 members 
Mstep: Class 28 contains 272 members 
Mstep: Class 29 contains 3189 members 
Mstep: Class 30 contains 16547 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7687 members 
Mstep: Class 33 contains 6349 members 
Mstep: Class 34 contains 32467 members 
Mstep: Class 35 contains 11199 members 
Mstep: Class 36 contains 31976 members 
Mstep: Class 37 contains 7375 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17276 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11143 members 
Mstep: Class 42 contains 3008 members 
Mstep: Class 43 contains 8485 members 
Mstep: Class 44 contains 1858 members 
Mstep: Class 45 contains 20513 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056432.000000 Penalty: 155103.640625
Iteration 101Q: 47 clusters Score -1.150564e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 9046 members 
Mstep: Class 4 contains 60803 members 
Mstep: Class 5 contains 1758 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6987 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 98431 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 9450 members 
Mstep: Class 17 contains 30108 members 
Mstep: Class 18 contains 10738 members 
Mstep: Class 19 contains 2731 members 
Mstep: Class 20 contains 100632 members 
Mstep: Class 21 contains 23389 members 
Mstep: Class 22 contains 2984 members 
Mstep: Class 23 contains 11928 members 
Mstep: Class 24 contains 81705 members 
Mstep: Class 25 contains 39101 members 
Mstep: Class 26 contains 3316 members 
Mstep: Class 27 contains 56974 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 3179 members 
Mstep: Class 30 contains 16515 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7686 members 
Mstep: Class 33 contains 6348 members 
Mstep: Class 34 contains 32473 members 
Mstep: Class 35 contains 11167 members 
Mstep: Class 36 contains 31954 members 
Mstep: Class 37 contains 7379 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17269 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11147 members 
Mstep: Class 42 contains 3006 members 
Mstep: Class 43 contains 8530 members 
Mstep: Class 44 contains 1858 members 
Mstep: Class 45 contains 20518 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056168.000000 Penalty: 155103.640625
Iteration 102Q: 47 clusters Score -1.150562e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 9043 members 
Mstep: Class 4 contains 60813 members 
Mstep: Class 5 contains 1768 members 
Mstep: Class 6 contains 11270 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6974 members 
Mstep: Class 12 contains 9685 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 98398 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 9459 members 
Mstep: Class 17 contains 30109 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 2777 members 
Mstep: Class 20 contains 100590 members 
Mstep: Class 21 contains 23380 members 
Mstep: Class 22 contains 2981 members 
Mstep: Class 23 contains 11925 members 
Mstep: Class 24 contains 81676 members 
Mstep: Class 25 contains 39114 members 
Mstep: Class 26 contains 3312 members 
Mstep: Class 27 contains 57022 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3170 members 
Mstep: Class 30 contains 16510 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7682 members 
Mstep: Class 33 contains 6347 members 
Mstep: Class 34 contains 32476 members 
Mstep: Class 35 contains 11141 members 
Mstep: Class 36 contains 31933 members 
Mstep: Class 37 contains 7387 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17267 members 
Mstep: Class 40 contains 1624 members 
Mstep: Class 41 contains 11149 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 8573 members 
Mstep: Class 44 contains 1865 members 
Mstep: Class 45 contains 20517 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056464.000000 Penalty: 155103.640625
Iteration 103Q: 47 clusters Score -1.150565e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 60834 members 
Mstep: Class 5 contains 1757 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 98365 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 9468 members 
Mstep: Class 17 contains 30097 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 2815 members 
Mstep: Class 20 contains 100572 members 
Mstep: Class 21 contains 23382 members 
Mstep: Class 22 contains 2983 members 
Mstep: Class 23 contains 11921 members 
Mstep: Class 24 contains 81638 members 
Mstep: Class 25 contains 39124 members 
Mstep: Class 26 contains 3326 members 
Mstep: Class 27 contains 57069 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 16512 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7679 members 
Mstep: Class 33 contains 6350 members 
Mstep: Class 34 contains 32485 members 
Mstep: Class 35 contains 11125 members 
Mstep: Class 36 contains 31896 members 
Mstep: Class 37 contains 7395 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11150 members 
Mstep: Class 42 contains 3006 members 
Mstep: Class 43 contains 8601 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 20512 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056576.000000 Penalty: 155103.640625
Iteration 104Q: 47 clusters Score -1.150566e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 9038 members 
Mstep: Class 4 contains 60862 members 
Mstep: Class 5 contains 1753 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 9698 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 98337 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 30098 members 
Mstep: Class 18 contains 10726 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 100538 members 
Mstep: Class 21 contains 23380 members 
Mstep: Class 22 contains 2985 members 
Mstep: Class 23 contains 11915 members 
Mstep: Class 24 contains 81616 members 
Mstep: Class 25 contains 39143 members 
Mstep: Class 26 contains 3338 members 
Mstep: Class 27 contains 57113 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 16503 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7678 members 
Mstep: Class 33 contains 6351 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 11095 members 
Mstep: Class 36 contains 31862 members 
Mstep: Class 37 contains 7399 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17266 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11150 members 
Mstep: Class 42 contains 3005 members 
Mstep: Class 43 contains 8628 members 
Mstep: Class 44 contains 1869 members 
Mstep: Class 45 contains 20517 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056488.000000 Penalty: 155103.640625
Iteration 105Q: 47 clusters Score -1.150565e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 60899 members 
Mstep: Class 5 contains 1747 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6948 members 
Mstep: Class 12 contains 9702 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 98320 members 
Mstep: Class 15 contains 11605 members 
Mstep: Class 16 contains 9473 members 
Mstep: Class 17 contains 30095 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 100508 members 
Mstep: Class 21 contains 23377 members 
Mstep: Class 22 contains 2982 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 81589 members 
Mstep: Class 25 contains 39150 members 
Mstep: Class 26 contains 3352 members 
Mstep: Class 27 contains 57154 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 16493 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7674 members 
Mstep: Class 33 contains 6353 members 
Mstep: Class 34 contains 32495 members 
Mstep: Class 35 contains 11077 members 
Mstep: Class 36 contains 31828 members 
Mstep: Class 37 contains 7405 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1625 members 
Mstep: Class 41 contains 11150 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 8650 members 
Mstep: Class 44 contains 1866 members 
Mstep: Class 45 contains 20516 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056680.000000 Penalty: 155103.640625
Iteration 106Q: 47 clusters Score -1.150567e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 13677 members 
Mstep: Class 3 contains 9036 members 
Mstep: Class 4 contains 60926 members 
Mstep: Class 5 contains 1743 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9018 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 9705 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 98304 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 9482 members 
Mstep: Class 17 contains 30108 members 
Mstep: Class 18 contains 10721 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 100465 members 
Mstep: Class 21 contains 23371 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 11909 members 
Mstep: Class 24 contains 81551 members 
Mstep: Class 25 contains 39157 members 
Mstep: Class 26 contains 3359 members 
Mstep: Class 27 contains 57202 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3166 members 
Mstep: Class 30 contains 16479 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7671 members 
Mstep: Class 33 contains 6354 members 
Mstep: Class 34 contains 32501 members 
Mstep: Class 35 contains 11059 members 
Mstep: Class 36 contains 31790 members 
Mstep: Class 37 contains 7414 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17266 members 
Mstep: Class 40 contains 1626 members 
Mstep: Class 41 contains 11151 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 8664 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20515 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115056992.000000 Penalty: 155103.640625
Iteration 107Q: 47 clusters Score -1.15057e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 13678 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 60959 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 9709 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 98285 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9502 members 
Mstep: Class 17 contains 30126 members 
Mstep: Class 18 contains 10727 members 
Mstep: Class 19 contains 2886 members 
Mstep: Class 20 contains 100415 members 
Mstep: Class 21 contains 23356 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 11909 members 
Mstep: Class 24 contains 81513 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 3365 members 
Mstep: Class 27 contains 57230 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 3165 members 
Mstep: Class 30 contains 16453 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7668 members 
Mstep: Class 33 contains 6354 members 
Mstep: Class 34 contains 32499 members 
Mstep: Class 35 contains 11036 members 
Mstep: Class 36 contains 31761 members 
Mstep: Class 37 contains 7419 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17268 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11153 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 8687 members 
Mstep: Class 44 contains 1865 members 
Mstep: Class 45 contains 20526 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057152.000000 Penalty: 155103.640625
Iteration 108Q: 47 clusters Score -1.150572e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 60984 members 
Mstep: Class 5 contains 1737 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6932 members 
Mstep: Class 12 contains 9715 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 98262 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9516 members 
Mstep: Class 17 contains 30135 members 
Mstep: Class 18 contains 10737 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 100358 members 
Mstep: Class 21 contains 23349 members 
Mstep: Class 22 contains 2974 members 
Mstep: Class 23 contains 11908 members 
Mstep: Class 24 contains 81478 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3372 members 
Mstep: Class 27 contains 57278 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 3164 members 
Mstep: Class 30 contains 16410 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7665 members 
Mstep: Class 33 contains 6358 members 
Mstep: Class 34 contains 32501 members 
Mstep: Class 35 contains 11011 members 
Mstep: Class 36 contains 31728 members 
Mstep: Class 37 contains 7422 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17269 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11154 members 
Mstep: Class 42 contains 3009 members 
Mstep: Class 43 contains 8712 members 
Mstep: Class 44 contains 1865 members 
Mstep: Class 45 contains 20530 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057216.000000 Penalty: 155103.640625
Iteration 109Q: 47 clusters Score -1.150572e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 61012 members 
Mstep: Class 5 contains 1732 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 98237 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 30187 members 
Mstep: Class 18 contains 10743 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 100285 members 
Mstep: Class 21 contains 23346 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 11911 members 
Mstep: Class 24 contains 81449 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3383 members 
Mstep: Class 27 contains 57309 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 3161 members 
Mstep: Class 30 contains 16361 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7658 members 
Mstep: Class 33 contains 6357 members 
Mstep: Class 34 contains 32503 members 
Mstep: Class 35 contains 10989 members 
Mstep: Class 36 contains 31682 members 
Mstep: Class 37 contains 7426 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17272 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11155 members 
Mstep: Class 42 contains 3006 members 
Mstep: Class 43 contains 8737 members 
Mstep: Class 44 contains 1863 members 
Mstep: Class 45 contains 20549 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057336.000000 Penalty: 155103.640625
Iteration 110Q: 47 clusters Score -1.150573e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 13674 members 
Mstep: Class 3 contains 9025 members 
Mstep: Class 4 contains 61029 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9128 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 9728 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 98218 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 10751 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 100234 members 
Mstep: Class 21 contains 23339 members 
Mstep: Class 22 contains 2972 members 
Mstep: Class 23 contains 11908 members 
Mstep: Class 24 contains 81432 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3391 members 
Mstep: Class 27 contains 57350 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 3159 members 
Mstep: Class 30 contains 16335 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7652 members 
Mstep: Class 33 contains 6357 members 
Mstep: Class 34 contains 32502 members 
Mstep: Class 35 contains 10978 members 
Mstep: Class 36 contains 31632 members 
Mstep: Class 37 contains 7430 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17271 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11157 members 
Mstep: Class 42 contains 3007 members 
Mstep: Class 43 contains 8758 members 
Mstep: Class 44 contains 1863 members 
Mstep: Class 45 contains 20568 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057248.000000 Penalty: 155103.640625
Iteration 111Q: 47 clusters Score -1.150572e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 61061 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6902 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 98195 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9524 members 
Mstep: Class 17 contains 30264 members 
Mstep: Class 18 contains 10760 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 100148 members 
Mstep: Class 21 contains 23333 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 11907 members 
Mstep: Class 24 contains 81415 members 
Mstep: Class 25 contains 39166 members 
Mstep: Class 26 contains 3394 members 
Mstep: Class 27 contains 57407 members 
Mstep: Class 28 contains 258 members 
Mstep: Class 29 contains 3158 members 
Mstep: Class 30 contains 16311 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7647 members 
Mstep: Class 33 contains 6358 members 
Mstep: Class 34 contains 32501 members 
Mstep: Class 35 contains 10965 members 
Mstep: Class 36 contains 31586 members 
Mstep: Class 37 contains 7439 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17268 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11156 members 
Mstep: Class 42 contains 3010 members 
Mstep: Class 43 contains 8775 members 
Mstep: Class 44 contains 1864 members 
Mstep: Class 45 contains 20571 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057272.000000 Penalty: 155103.640625
Iteration 112Q: 47 clusters Score -1.150573e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 61101 members 
Mstep: Class 5 contains 1717 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9188 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 9744 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 98177 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9530 members 
Mstep: Class 17 contains 30276 members 
Mstep: Class 18 contains 10781 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 100086 members 
Mstep: Class 21 contains 23326 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 11908 members 
Mstep: Class 24 contains 81396 members 
Mstep: Class 25 contains 39165 members 
Mstep: Class 26 contains 3398 members 
Mstep: Class 27 contains 57454 members 
Mstep: Class 28 contains 257 members 
Mstep: Class 29 contains 3156 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7645 members 
Mstep: Class 33 contains 6358 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10953 members 
Mstep: Class 36 contains 31533 members 
Mstep: Class 37 contains 7449 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11156 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8800 members 
Mstep: Class 44 contains 1865 members 
Mstep: Class 45 contains 20579 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057560.000000 Penalty: 155103.640625
Iteration 113Q: 47 clusters Score -1.150576e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 13672 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 61155 members 
Mstep: Class 5 contains 1712 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9220 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 9751 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 98159 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 30280 members 
Mstep: Class 18 contains 10796 members 
Mstep: Class 19 contains 2953 members 
Mstep: Class 20 contains 100019 members 
Mstep: Class 21 contains 23319 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 11907 members 
Mstep: Class 24 contains 81373 members 
Mstep: Class 25 contains 39162 members 
Mstep: Class 26 contains 3406 members 
Mstep: Class 27 contains 57494 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 3153 members 
Mstep: Class 30 contains 16269 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7641 members 
Mstep: Class 33 contains 6357 members 
Mstep: Class 34 contains 32492 members 
Mstep: Class 35 contains 10936 members 
Mstep: Class 36 contains 31476 members 
Mstep: Class 37 contains 7464 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11158 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8819 members 
Mstep: Class 44 contains 1864 members 
Mstep: Class 45 contains 20584 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057424.000000 Penalty: 155103.640625
Iteration 114Q: 47 clusters Score -1.150574e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 13673 members 
Mstep: Class 3 contains 9021 members 
Mstep: Class 4 contains 61202 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9259 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 9757 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 98142 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9539 members 
Mstep: Class 17 contains 30282 members 
Mstep: Class 18 contains 10803 members 
Mstep: Class 19 contains 2956 members 
Mstep: Class 20 contains 99954 members 
Mstep: Class 21 contains 23315 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 11907 members 
Mstep: Class 24 contains 81347 members 
Mstep: Class 25 contains 39157 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 57543 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 3148 members 
Mstep: Class 30 contains 16245 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7637 members 
Mstep: Class 33 contains 6356 members 
Mstep: Class 34 contains 32491 members 
Mstep: Class 35 contains 10925 members 
Mstep: Class 36 contains 31428 members 
Mstep: Class 37 contains 7475 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11159 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 8836 members 
Mstep: Class 44 contains 1866 members 
Mstep: Class 45 contains 20593 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057480.000000 Penalty: 155103.640625
Iteration 115Q: 47 clusters Score -1.150575e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 9016 members 
Mstep: Class 4 contains 61240 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9305 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6898 members 
Mstep: Class 12 contains 9768 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 98127 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 30296 members 
Mstep: Class 18 contains 10815 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 99851 members 
Mstep: Class 21 contains 23305 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11905 members 
Mstep: Class 24 contains 81325 members 
Mstep: Class 25 contains 39155 members 
Mstep: Class 26 contains 3420 members 
Mstep: Class 27 contains 57608 members 
Mstep: Class 28 contains 256 members 
Mstep: Class 29 contains 3143 members 
Mstep: Class 30 contains 16228 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7631 members 
Mstep: Class 33 contains 6355 members 
Mstep: Class 34 contains 32487 members 
Mstep: Class 35 contains 10921 members 
Mstep: Class 36 contains 31381 members 
Mstep: Class 37 contains 7488 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11162 members 
Mstep: Class 42 contains 3011 members 
Mstep: Class 43 contains 8847 members 
Mstep: Class 44 contains 1868 members 
Mstep: Class 45 contains 20598 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115057920.000000 Penalty: 155103.640625
Iteration 116Q: 47 clusters Score -1.150579e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 9013 members 
Mstep: Class 4 contains 61301 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 11233 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9349 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 6487 members 
Mstep: Class 14 contains 98116 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 9549 members 
Mstep: Class 17 contains 30305 members 
Mstep: Class 18 contains 10834 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 99726 members 
Mstep: Class 21 contains 23296 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11906 members 
Mstep: Class 24 contains 81295 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 3425 members 
Mstep: Class 27 contains 57654 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 16241 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7625 members 
Mstep: Class 33 contains 6355 members 
Mstep: Class 34 contains 32491 members 
Mstep: Class 35 contains 10921 members 
Mstep: Class 36 contains 31304 members 
Mstep: Class 37 contains 7505 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1627 members 
Mstep: Class 41 contains 11165 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8849 members 
Mstep: Class 44 contains 1868 members 
Mstep: Class 45 contains 20598 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058200.000000 Penalty: 155103.640625
Iteration 117Q: 47 clusters Score -1.150582e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 9011 members 
Mstep: Class 4 contains 61348 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 11227 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9424 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 9789 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 98105 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30302 members 
Mstep: Class 18 contains 10839 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 99622 members 
Mstep: Class 21 contains 23292 members 
Mstep: Class 22 contains 2969 members 
Mstep: Class 23 contains 11907 members 
Mstep: Class 24 contains 81271 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3431 members 
Mstep: Class 27 contains 57710 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 3133 members 
Mstep: Class 30 contains 16218 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7621 members 
Mstep: Class 33 contains 6359 members 
Mstep: Class 34 contains 32494 members 
Mstep: Class 35 contains 10911 members 
Mstep: Class 36 contains 31247 members 
Mstep: Class 37 contains 7521 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11164 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8858 members 
Mstep: Class 44 contains 1866 members 
Mstep: Class 45 contains 20604 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058128.000000 Penalty: 155103.640625
Iteration 118Q: 47 clusters Score -1.150581e+08 nChanged 755
Entering ConstructFrom: 
Score: -115058128.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -904415.125000 Penalty: 2190.698730
	Iteration 0F: 2 clusters Score -904415.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -898759.500000 Penalty: 4381.397461
	Iteration 0F: 3 clusters Score -898759.5 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -900900.750000 Penalty: 4381.397461
	Iteration 1F: 3 clusters Score -900900.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -901960.687500 Penalty: 4381.397461
	Iteration 2F: 3 clusters Score -901960.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -902699.750000 Penalty: 4381.397461
	Iteration 3F: 3 clusters Score -902699.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -903105.375000 Penalty: 4381.397461
	Iteration 4F: 3 clusters Score -903105.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -903336.687500 Penalty: 4381.397461
	Iteration 5Q: 3 clusters Score -903336.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -903458.125000 Penalty: 4381.397461
	Iteration 6Q: 3 clusters Score -903458.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -903528.937500 Penalty: 4381.397461
	Iteration 7Q: 3 clusters Score -903528.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -903581.562500 Penalty: 4381.397461
	Iteration 8Q: 3 clusters Score -903581.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -903617.750000 Penalty: 4381.397461
	Iteration 9Q: 3 clusters Score -903617.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -903657.125000 Penalty: 4381.397461
	Iteration 10Q: 3 clusters Score -903657.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -903682.625000 Penalty: 4381.397461
	Iteration 11Q: 3 clusters Score -903682.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -903698.125000 Penalty: 4381.397461
	Iteration 12Q: 3 clusters Score -903698.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -903708.750000 Penalty: 4381.397461
	Iteration 13Q: 3 clusters Score -903708.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -903718.812500 Penalty: 4381.397461
	Iteration 14Q: 3 clusters Score -903718.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -903729.000000 Penalty: 4381.397461
	Iteration 15Q: 3 clusters Score -903729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -903736.250000 Penalty: 4381.397461
	Iteration 16Q: 3 clusters Score -903736.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -903739.625000 Penalty: 4381.397461
	Iteration 17Q: 3 clusters Score -903739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -903748.625000 Penalty: 4381.397461
	Iteration 18Q: 3 clusters Score -903748.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -903755.000000 Penalty: 4381.397461
	Iteration 19Q: 3 clusters Score -903755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -903760.437500 Penalty: 4381.397461
	Iteration 20F: 3 clusters Score -903760.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -903766.937500 Penalty: 4381.397461
	Iteration 21Q: 3 clusters Score -903766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -903771.812500 Penalty: 4381.397461
	Iteration 22Q: 3 clusters Score -903771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -903776.687500 Penalty: 4381.397461
	Iteration 23Q: 3 clusters Score -903776.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -903779.500000 Penalty: 4381.397461
	Iteration 24Q: 3 clusters Score -903779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -903783.687500 Penalty: 4381.397461
	Iteration 25Q: 3 clusters Score -903783.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -903784.312500 Penalty: 4381.397461
	Iteration 26Q: 3 clusters Score -903784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -903788.500000 Penalty: 4381.397461
	Iteration 27Q: 3 clusters Score -903788.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -903793.375000 Penalty: 4381.397461
	Iteration 28Q: 3 clusters Score -903793.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -903797.625000 Penalty: 4381.397461
	Iteration 29Q: 3 clusters Score -903797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -903803.312500 Penalty: 4381.397461
	Iteration 30Q: 3 clusters Score -903803.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -903807.812500 Penalty: 4381.397461
	Iteration 31Q: 3 clusters Score -903807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -903810.812500 Penalty: 4381.397461
	Iteration 32Q: 3 clusters Score -903810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -903816.125000 Penalty: 4381.397461
	Iteration 33Q: 3 clusters Score -903816.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -903819.562500 Penalty: 4381.397461
	Iteration 34Q: 3 clusters Score -903819.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -903826.062500 Penalty: 4381.397461
	Iteration 35Q: 3 clusters Score -903826.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -903832.187500 Penalty: 4381.397461
	Iteration 36Q: 3 clusters Score -903832.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -903842.312500 Penalty: 4381.397461
	Iteration 37Q: 3 clusters Score -903842.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -903852.875000 Penalty: 4381.397461
	Iteration 38Q: 3 clusters Score -903852.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -903864.125000 Penalty: 4381.397461
	Iteration 39Q: 3 clusters Score -903864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -903873.250000 Penalty: 4381.397461
	Iteration 40F: 3 clusters Score -903873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -903884.937500 Penalty: 4381.397461
	Iteration 41Q: 3 clusters Score -903884.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -903900.125000 Penalty: 4381.397461
	Iteration 42Q: 3 clusters Score -903900.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -903911.687500 Penalty: 4381.397461
	Iteration 43Q: 3 clusters Score -903911.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -903922.000000 Penalty: 4381.397461
	Iteration 44Q: 3 clusters Score -903922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -903929.750000 Penalty: 4381.397461
	Iteration 45Q: 3 clusters Score -903929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -903932.875000 Penalty: 4381.397461
	Iteration 46Q: 3 clusters Score -903932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -903939.875000 Penalty: 4381.397461
	Iteration 47Q: 3 clusters Score -903939.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -903941.625000 Penalty: 4381.397461
	Iteration 48Q: 3 clusters Score -903941.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -903948.437500 Penalty: 4381.397461
	Iteration 49Q: 3 clusters Score -903948.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -903955.875000 Penalty: 4381.397461
	Iteration 50Q: 3 clusters Score -903955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -903957.375000 Penalty: 4381.397461
	Iteration 51Q: 3 clusters Score -903957.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -903960.562500 Penalty: 4381.397461
	Iteration 52Q: 3 clusters Score -903960.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -903965.562500 Penalty: 4381.397461
	Iteration 53Q: 3 clusters Score -903965.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -903971.312500 Penalty: 4381.397461
	Iteration 54Q: 3 clusters Score -903971.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -903970.937500 Penalty: 4381.397461
	Iteration 55Q: 3 clusters Score -903970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -903975.062500 Penalty: 4381.397461
	Iteration 56Q: 3 clusters Score -903975.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -903979.875000 Penalty: 4381.397461
	Iteration 57Q: 3 clusters Score -903979.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -903981.375000 Penalty: 4381.397461
	Iteration 58Q: 3 clusters Score -903981.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -903984.312500 Penalty: 4381.397461
	Iteration 59Q: 3 clusters Score -903984.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -903989.375000 Penalty: 4381.397461
	Iteration 60F: 3 clusters Score -903989.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -903992.937500 Penalty: 4381.397461
	Iteration 61Q: 3 clusters Score -903992.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -904000.812500 Penalty: 4381.397461
	Iteration 62Q: 3 clusters Score -904000.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -904002.625000 Penalty: 4381.397461
	Iteration 63Q: 3 clusters Score -904002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -904006.687500 Penalty: 4381.397461
	Iteration 64Q: 3 clusters Score -904006.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -904006.125000 Penalty: 4381.397461
	Iteration 65Q: 3 clusters Score -904006.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -904011.500000 Penalty: 4381.397461
	Iteration 66Q: 3 clusters Score -904011.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -904015.937500 Penalty: 4381.397461
	Iteration 67Q: 3 clusters Score -904015.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -904023.750000 Penalty: 4381.397461
	Iteration 68Q: 3 clusters Score -904023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -904031.812500 Penalty: 4381.397461
	Iteration 69Q: 3 clusters Score -904031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -904038.875000 Penalty: 4381.397461
	Iteration 70Q: 3 clusters Score -904038.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -904043.375000 Penalty: 4381.397461
	Iteration 71Q: 3 clusters Score -904043.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -904047.062500 Penalty: 4381.397461
	Iteration 72Q: 3 clusters Score -904047.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -904048.875000 Penalty: 4381.397461
	Iteration 73Q: 3 clusters Score -904048.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -904051.250000 Penalty: 4381.397461
	Iteration 74Q: 3 clusters Score -904051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -904053.875000 Penalty: 4381.397461
	Iteration 75Q: 3 clusters Score -904053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -904055.562500 Penalty: 4381.397461
	Iteration 76Q: 3 clusters Score -904055.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -904057.500000 Penalty: 4381.397461
	Iteration 77Q: 3 clusters Score -904057.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -904056.812500 Penalty: 4381.397461
	Iteration 78Q: 3 clusters Score -904056.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -904058.000000 Penalty: 4381.397461
	Iteration 79Q: 3 clusters Score -904058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -904060.500000 Penalty: 4381.397461
	Iteration 80F: 3 clusters Score -904060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -904062.687500 Penalty: 4381.397461
	Iteration 81Q: 3 clusters Score -904062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -904064.312500 Penalty: 4381.397461
	Iteration 82Q: 3 clusters Score -904064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -904062.375000 Penalty: 4381.397461
	Iteration 83Q: 3 clusters Score -904062.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -904063.125000 Penalty: 4381.397461
	Iteration 84Q: 3 clusters Score -904063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -904063.750000 Penalty: 4381.397461
	Iteration 85Q: 3 clusters Score -904063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -904063.750000 Penalty: 4381.397461
	Iteration 86F: 3 clusters Score -904063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Entering Unmasked Estep 
Score: -2020941.875000 Penalty: 2361.639404
	Iteration 0F: 2 clusters Score -2020942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2010921.000000 Penalty: 4723.278809
	Iteration 0F: 3 clusters Score -2010921 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2014101.750000 Penalty: 4723.278809
	Iteration 1F: 3 clusters Score -2014102 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2014474.250000 Penalty: 4723.278809
	Iteration 2F: 3 clusters Score -2014474 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2014771.125000 Penalty: 4723.278809
	Iteration 3F: 3 clusters Score -2014771 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2015048.250000 Penalty: 4723.278809
	Iteration 4Q: 3 clusters Score -2015048 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2015303.625000 Penalty: 4723.278809
	Iteration 5Q: 3 clusters Score -2015304 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2015574.625000 Penalty: 4723.278809
	Iteration 6Q: 3 clusters Score -2015575 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2015838.875000 Penalty: 4723.278809
	Iteration 7Q: 3 clusters Score -2015839 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2016118.500000 Penalty: 4723.278809
	Iteration 8Q: 3 clusters Score -2016118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2016370.625000 Penalty: 4723.278809
	Iteration 9Q: 3 clusters Score -2016371 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2016604.375000 Penalty: 4723.278809
	Iteration 10Q: 3 clusters Score -2016604 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2016829.625000 Penalty: 4723.278809
	Iteration 11Q: 3 clusters Score -2016830 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2017014.125000 Penalty: 4723.278809
	Iteration 12Q: 3 clusters Score -2017014 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -2017174.000000 Penalty: 4723.278809
	Iteration 13Q: 3 clusters Score -2017174 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2017333.000000 Penalty: 4723.278809
	Iteration 14Q: 3 clusters Score -2017333 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2017486.750000 Penalty: 4723.278809
	Iteration 15Q: 3 clusters Score -2017487 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2017655.625000 Penalty: 4723.278809
	Iteration 16Q: 3 clusters Score -2017656 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2017805.000000 Penalty: 4723.278809
	Iteration 17Q: 3 clusters Score -2017805 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2017976.750000 Penalty: 4723.278809
	Iteration 18Q: 3 clusters Score -2017977 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2018171.250000 Penalty: 4723.278809
	Iteration 19Q: 3 clusters Score -2018171 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2018369.625000 Penalty: 4723.278809
	Iteration 20F: 3 clusters Score -2018370 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2018558.000000 Penalty: 4723.278809
	Iteration 21Q: 3 clusters Score -2018558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2018734.000000 Penalty: 4723.278809
	Iteration 22Q: 3 clusters Score -2018734 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2018895.250000 Penalty: 4723.278809
	Iteration 23Q: 3 clusters Score -2018895 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2019026.250000 Penalty: 4723.278809
	Iteration 24Q: 3 clusters Score -2019026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2019126.625000 Penalty: 4723.278809
	Iteration 25Q: 3 clusters Score -2019127 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2019183.750000 Penalty: 4723.278809
	Iteration 26Q: 3 clusters Score -2019184 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2019222.500000 Penalty: 4723.278809
	Iteration 27Q: 3 clusters Score -2019222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2019243.875000 Penalty: 4723.278809
	Iteration 28Q: 3 clusters Score -2019244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2019252.875000 Penalty: 4723.278809
	Iteration 29Q: 3 clusters Score -2019253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2019265.500000 Penalty: 4723.278809
	Iteration 30Q: 3 clusters Score -2019266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2019271.625000 Penalty: 4723.278809
	Iteration 31Q: 3 clusters Score -2019272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2019280.125000 Penalty: 4723.278809
	Iteration 32Q: 3 clusters Score -2019280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2019280.750000 Penalty: 4723.278809
	Iteration 33Q: 3 clusters Score -2019281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2019282.125000 Penalty: 4723.278809
	Iteration 34Q: 3 clusters Score -2019282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2019290.250000 Penalty: 4723.278809
	Iteration 35Q: 3 clusters Score -2019290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2019296.250000 Penalty: 4723.278809
	Iteration 36Q: 3 clusters Score -2019296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2019301.000000 Penalty: 4723.278809
	Iteration 37Q: 3 clusters Score -2019301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2019309.250000 Penalty: 4723.278809
	Iteration 38Q: 3 clusters Score -2019309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2019310.250000 Penalty: 4723.278809
	Iteration 39Q: 3 clusters Score -2019310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2019317.375000 Penalty: 4723.278809
	Iteration 40F: 3 clusters Score -2019317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2019316.875000 Penalty: 4723.278809
	Iteration 41Q: 3 clusters Score -2019317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2019319.000000 Penalty: 4723.278809
	Iteration 42Q: 3 clusters Score -2019319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2019319.625000 Penalty: 4723.278809
	Iteration 43Q: 3 clusters Score -2019320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2019319.625000 Penalty: 4723.278809
	Iteration 44F: 3 clusters Score -2019320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Entering Unmasked Estep 
Score: -1329494.125000 Penalty: 2258.310547
	Iteration 0F: 2 clusters Score -1329494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1322455.625000 Penalty: 4516.621094
	Iteration 0F: 3 clusters Score -1322456 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1324506.625000 Penalty: 4516.621094
	Iteration 1F: 3 clusters Score -1324507 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1324922.125000 Penalty: 4516.621094
	Iteration 2F: 3 clusters Score -1324922 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1325227.375000 Penalty: 4516.621094
	Iteration 3F: 3 clusters Score -1325227 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1325525.875000 Penalty: 4516.621094
	Iteration 4F: 3 clusters Score -1325526 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1325796.500000 Penalty: 4516.621094
	Iteration 5F: 3 clusters Score -1325796 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1326005.250000 Penalty: 4516.621094
	Iteration 6Q: 3 clusters Score -1326005 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1326182.125000 Penalty: 4516.621094
	Iteration 7Q: 3 clusters Score -1326182 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1326349.875000 Penalty: 4516.621094
	Iteration 8Q: 3 clusters Score -1326350 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1326491.250000 Penalty: 4516.621094
	Iteration 9Q: 3 clusters Score -1326491 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1326623.000000 Penalty: 4516.621094
	Iteration 10Q: 3 clusters Score -1326623 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1326758.000000 Penalty: 4516.621094
	Iteration 11Q: 3 clusters Score -1326758 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1326866.875000 Penalty: 4516.621094
	Iteration 12Q: 3 clusters Score -1326867 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1326975.625000 Penalty: 4516.621094
	Iteration 13Q: 3 clusters Score -1326976 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1327069.875000 Penalty: 4516.621094
	Iteration 14Q: 3 clusters Score -1327070 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1327161.750000 Penalty: 4516.621094
	Iteration 15Q: 3 clusters Score -1327162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1327254.250000 Penalty: 4516.621094
	Iteration 16Q: 3 clusters Score -1327254 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1327329.750000 Penalty: 4516.621094
	Iteration 17Q: 3 clusters Score -1327330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1327394.000000 Penalty: 4516.621094
	Iteration 18Q: 3 clusters Score -1327394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1327450.500000 Penalty: 4516.621094
	Iteration 19Q: 3 clusters Score -1327450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1327494.000000 Penalty: 4516.621094
	Iteration 20F: 3 clusters Score -1327494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1327538.625000 Penalty: 4516.621094
	Iteration 21Q: 3 clusters Score -1327539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1327571.500000 Penalty: 4516.621094
	Iteration 22Q: 3 clusters Score -1327572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1327601.625000 Penalty: 4516.621094
	Iteration 23Q: 3 clusters Score -1327602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1327629.875000 Penalty: 4516.621094
	Iteration 24Q: 3 clusters Score -1327630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1327660.375000 Penalty: 4516.621094
	Iteration 25Q: 3 clusters Score -1327660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1327691.375000 Penalty: 4516.621094
	Iteration 26Q: 3 clusters Score -1327691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1327711.750000 Penalty: 4516.621094
	Iteration 27Q: 3 clusters Score -1327712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1327722.750000 Penalty: 4516.621094
	Iteration 28Q: 3 clusters Score -1327723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1327729.500000 Penalty: 4516.621094
	Iteration 29Q: 3 clusters Score -1327730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1327732.000000 Penalty: 4516.621094
	Iteration 30Q: 3 clusters Score -1327732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1327737.000000 Penalty: 4516.621094
	Iteration 31Q: 3 clusters Score -1327737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1327739.875000 Penalty: 4516.621094
	Iteration 32Q: 3 clusters Score -1327740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1327744.125000 Penalty: 4516.621094
	Iteration 33Q: 3 clusters Score -1327744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1327746.000000 Penalty: 4516.621094
	Iteration 34Q: 3 clusters Score -1327746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1327746.625000 Penalty: 4516.621094
	Iteration 35Q: 3 clusters Score -1327747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1327749.000000 Penalty: 4516.621094
	Iteration 36Q: 3 clusters Score -1327749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1327749.000000 Penalty: 4516.621094
	Iteration 37F: 3 clusters Score -1327749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (61399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Entering Unmasked Estep 
Score: -9212151.000000 Penalty: 2734.236816
	Iteration 0F: 2 clusters Score -9212151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -9170641.000000 Penalty: 5468.473633
	Iteration 0F: 3 clusters Score -9170641 nChanged 28671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -9186911.000000 Penalty: 5468.473633
	Iteration 1F: 3 clusters Score -9186911 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -9187807.000000 Penalty: 5468.473633
	Iteration 2Q: 3 clusters Score -9187807 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -9189037.000000 Penalty: 5468.473633
	Iteration 3Q: 3 clusters Score -9189037 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -9190983.000000 Penalty: 5468.473633
	Iteration 4F: 3 clusters Score -9190983 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -9193570.000000 Penalty: 5468.473633
	Iteration 5F: 3 clusters Score -9193570 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -9196949.000000 Penalty: 5468.473633
	Iteration 6F: 3 clusters Score -9196949 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -9200444.000000 Penalty: 5468.473633
	Iteration 7F: 3 clusters Score -9200444 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -9203525.000000 Penalty: 5468.473633
	Iteration 8F: 3 clusters Score -9203525 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -9206167.000000 Penalty: 5468.473633
	Iteration 9Q: 3 clusters Score -9206167 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -9207978.000000 Penalty: 5468.473633
	Iteration 10Q: 3 clusters Score -9207978 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55611 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9209099.000000 Penalty: 5468.473633
	Iteration 11Q: 3 clusters Score -9209099 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -9209662.000000 Penalty: 5468.473633
	Iteration 12Q: 3 clusters Score -9209662 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -9209991.000000 Penalty: 5468.473633
	Iteration 13Q: 3 clusters Score -9209991 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -9210238.000000 Penalty: 5468.473633
	Iteration 14Q: 3 clusters Score -9210238 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57377 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -9210398.000000 Penalty: 5468.473633
	Iteration 15Q: 3 clusters Score -9210398 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9210537.000000 Penalty: 5468.473633
	Iteration 16Q: 3 clusters Score -9210537 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57887 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9210626.000000 Penalty: 5468.473633
	Iteration 17Q: 3 clusters Score -9210626 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58060 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9210694.000000 Penalty: 5468.473633
	Iteration 18Q: 3 clusters Score -9210694 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9210738.000000 Penalty: 5468.473633
	Iteration 19Q: 3 clusters Score -9210738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9210779.000000 Penalty: 5468.473633
	Iteration 20F: 3 clusters Score -9210779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9210805.000000 Penalty: 5468.473633
	Iteration 21Q: 3 clusters Score -9210805 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9210822.000000 Penalty: 5468.473633
	Iteration 22Q: 3 clusters Score -9210822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9210847.000000 Penalty: 5468.473633
	Iteration 23Q: 3 clusters Score -9210847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9210851.000000 Penalty: 5468.473633
	Iteration 24Q: 3 clusters Score -9210851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -9210872.000000 Penalty: 5468.473633
	Iteration 25Q: 3 clusters Score -9210872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9210873.000000 Penalty: 5468.473633
	Iteration 26Q: 3 clusters Score -9210873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9210878.000000 Penalty: 5468.473633
	Iteration 27Q: 3 clusters Score -9210878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9210889.000000 Penalty: 5468.473633
	Iteration 28Q: 3 clusters Score -9210889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -9210900.000000 Penalty: 5468.473633
	Iteration 29Q: 3 clusters Score -9210900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9210898.000000 Penalty: 5468.473633
	Iteration 30Q: 3 clusters Score -9210898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9210890.000000 Penalty: 5468.473633
	Iteration 31Q: 3 clusters Score -9210890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9210886.000000 Penalty: 5468.473633
	Iteration 32Q: 3 clusters Score -9210886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9210892.000000 Penalty: 5468.473633
	Iteration 33Q: 3 clusters Score -9210892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -9210891.000000 Penalty: 5468.473633
	Iteration 34Q: 3 clusters Score -9210891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9210895.000000 Penalty: 5468.473633
	Iteration 35Q: 3 clusters Score -9210895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9210889.000000 Penalty: 5468.473633
	Iteration 36Q: 3 clusters Score -9210889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9210895.000000 Penalty: 5468.473633
	Iteration 37Q: 3 clusters Score -9210895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9210895.000000 Penalty: 5468.473633
	Iteration 38Q: 3 clusters Score -9210895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9210894.000000 Penalty: 5468.473633
	Iteration 39Q: 3 clusters Score -9210894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -9210896.000000 Penalty: 5468.473633
	Iteration 40F: 3 clusters Score -9210896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9210896.000000 Penalty: 5468.473633
	Iteration 41Q: 3 clusters Score -9210896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9210890.000000 Penalty: 5468.473633
	Iteration 42Q: 3 clusters Score -9210890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9210890.000000 Penalty: 5468.473633
	Iteration 43F: 3 clusters Score -9210890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -222870.218750 Penalty: 1843.549316
	Iteration 0F: 2 clusters Score -222870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -220544.187500 Penalty: 3687.098633
	Iteration 0F: 3 clusters Score -220544.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -221655.625000 Penalty: 3687.098633
	Iteration 1F: 3 clusters Score -221655.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -222459.296875 Penalty: 3687.098633
	Iteration 2F: 3 clusters Score -222459.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222970.593750 Penalty: 3687.098633
	Iteration 3F: 3 clusters Score -222970.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -223190.281250 Penalty: 3687.098633
	Iteration 4F: 3 clusters Score -223190.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -223249.078125 Penalty: 3687.098633
	Iteration 5Q: 3 clusters Score -223249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -223288.375000 Penalty: 3687.098633
	Iteration 6Q: 3 clusters Score -223288.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -223327.859375 Penalty: 3687.098633
	Iteration 7Q: 3 clusters Score -223327.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -223367.265625 Penalty: 3687.098633
	Iteration 8Q: 3 clusters Score -223367.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -223392.500000 Penalty: 3687.098633
	Iteration 9Q: 3 clusters Score -223392.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -223424.078125 Penalty: 3687.098633
	Iteration 10Q: 3 clusters Score -223424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -223472.718750 Penalty: 3687.098633
	Iteration 11Q: 3 clusters Score -223472.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223489.250000 Penalty: 3687.098633
	Iteration 12Q: 3 clusters Score -223489.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223507.265625 Penalty: 3687.098633
	Iteration 13Q: 3 clusters Score -223507.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -223517.203125 Penalty: 3687.098633
	Iteration 14Q: 3 clusters Score -223517.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -223523.812500 Penalty: 3687.098633
	Iteration 15Q: 3 clusters Score -223523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -223526.218750 Penalty: 3687.098633
	Iteration 16Q: 3 clusters Score -223526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -223527.796875 Penalty: 3687.098633
	Iteration 17Q: 3 clusters Score -223527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -223529.421875 Penalty: 3687.098633
	Iteration 18Q: 3 clusters Score -223529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -223529.578125 Penalty: 3687.098633
	Iteration 19Q: 3 clusters Score -223529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -223530.453125 Penalty: 3687.098633
	Iteration 20F: 3 clusters Score -223530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -223531.234375 Penalty: 3687.098633
	Iteration 21Q: 3 clusters Score -223531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223532.671875 Penalty: 3687.098633
	Iteration 22Q: 3 clusters Score -223532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -223534.109375 Penalty: 3687.098633
	Iteration 23Q: 3 clusters Score -223534.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -223535.562500 Penalty: 3687.098633
	Iteration 24Q: 3 clusters Score -223535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -223535.953125 Penalty: 3687.098633
	Iteration 25Q: 3 clusters Score -223536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -223536.687500 Penalty: 3687.098633
	Iteration 26Q: 3 clusters Score -223536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -223536.687500 Penalty: 3687.098633
	Iteration 27F: 3 clusters Score -223536.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1073 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 619 members 
Entering Unmasked Estep 
Score: -115057464.000000 Penalty: 158475.468750
Splitting cluster 5 changes total score from -115058128.000000 to -115057464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Entering Unmasked Estep 
Score: -1563755.625000 Penalty: 2312.645996
	Iteration 0F: 2 clusters Score -1563756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1555321.000000 Penalty: 4625.291992
	Iteration 0F: 3 clusters Score -1555321 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1558215.750000 Penalty: 4625.291992
	Iteration 1F: 3 clusters Score -1558216 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1559058.000000 Penalty: 4625.291992
	Iteration 2F: 3 clusters Score -1559058 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1559988.250000 Penalty: 4625.291992
	Iteration 3F: 3 clusters Score -1559988 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1560901.000000 Penalty: 4625.291992
	Iteration 4F: 3 clusters Score -1560901 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1561557.625000 Penalty: 4625.291992
	Iteration 5F: 3 clusters Score -1561558 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1561903.750000 Penalty: 4625.291992
	Iteration 6Q: 3 clusters Score -1561904 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1562141.125000 Penalty: 4625.291992
	Iteration 7Q: 3 clusters Score -1562141 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1562294.375000 Penalty: 4625.291992
	Iteration 8Q: 3 clusters Score -1562294 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1562430.375000 Penalty: 4625.291992
	Iteration 9Q: 3 clusters Score -1562430 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1562539.875000 Penalty: 4625.291992
	Iteration 10Q: 3 clusters Score -1562540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1562610.125000 Penalty: 4625.291992
	Iteration 11Q: 3 clusters Score -1562610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1562662.625000 Penalty: 4625.291992
	Iteration 12Q: 3 clusters Score -1562663 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1562699.375000 Penalty: 4625.291992
	Iteration 13Q: 3 clusters Score -1562699 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1562726.375000 Penalty: 4625.291992
	Iteration 14Q: 3 clusters Score -1562726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1562745.250000 Penalty: 4625.291992
	Iteration 15Q: 3 clusters Score -1562745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1562761.750000 Penalty: 4625.291992
	Iteration 16Q: 3 clusters Score -1562762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1562780.125000 Penalty: 4625.291992
	Iteration 17Q: 3 clusters Score -1562780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1562791.375000 Penalty: 4625.291992
	Iteration 18Q: 3 clusters Score -1562791 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1562799.750000 Penalty: 4625.291992
	Iteration 19Q: 3 clusters Score -1562800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1562819.750000 Penalty: 4625.291992
	Iteration 20F: 3 clusters Score -1562820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1562824.000000 Penalty: 4625.291992
	Iteration 21Q: 3 clusters Score -1562824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1562831.875000 Penalty: 4625.291992
	Iteration 22Q: 3 clusters Score -1562832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1562832.750000 Penalty: 4625.291992
	Iteration 23Q: 3 clusters Score -1562833 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1562843.125000 Penalty: 4625.291992
	Iteration 24Q: 3 clusters Score -1562843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1562850.000000 Penalty: 4625.291992
	Iteration 25Q: 3 clusters Score -1562850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1562849.750000 Penalty: 4625.291992
	Iteration 26Q: 3 clusters Score -1562850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1562856.875000 Penalty: 4625.291992
	Iteration 27Q: 3 clusters Score -1562857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1562864.125000 Penalty: 4625.291992
	Iteration 28Q: 3 clusters Score -1562864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1562866.125000 Penalty: 4625.291992
	Iteration 29Q: 3 clusters Score -1562866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1562872.875000 Penalty: 4625.291992
	Iteration 30Q: 3 clusters Score -1562873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1562874.125000 Penalty: 4625.291992
	Iteration 31Q: 3 clusters Score -1562874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1562877.625000 Penalty: 4625.291992
	Iteration 32Q: 3 clusters Score -1562878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1562877.750000 Penalty: 4625.291992
	Iteration 33Q: 3 clusters Score -1562878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1562876.625000 Penalty: 4625.291992
	Iteration 34Q: 3 clusters Score -1562877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1562879.875000 Penalty: 4625.291992
	Iteration 35Q: 3 clusters Score -1562880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1562878.125000 Penalty: 4625.291992
	Iteration 36Q: 3 clusters Score -1562878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1562879.875000 Penalty: 4625.291992
	Iteration 37Q: 3 clusters Score -1562880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1562880.125000 Penalty: 4625.291992
	Iteration 38Q: 3 clusters Score -1562880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1562882.500000 Penalty: 4625.291992
	Iteration 39Q: 3 clusters Score -1562882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1562881.875000 Penalty: 4625.291992
	Iteration 40F: 3 clusters Score -1562882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1562881.500000 Penalty: 4625.291992
	Iteration 41Q: 3 clusters Score -1562882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1562884.875000 Penalty: 4625.291992
	Iteration 42Q: 3 clusters Score -1562885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1562881.125000 Penalty: 4625.291992
	Iteration 43Q: 3 clusters Score -1562881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1562882.625000 Penalty: 4625.291992
	Iteration 44Q: 3 clusters Score -1562883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1562884.750000 Penalty: 4625.291992
	Iteration 45Q: 3 clusters Score -1562885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1562887.500000 Penalty: 4625.291992
	Iteration 46Q: 3 clusters Score -1562888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1562886.625000 Penalty: 4625.291992
	Iteration 47Q: 3 clusters Score -1562887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1562887.875000 Penalty: 4625.291992
	Iteration 48Q: 3 clusters Score -1562888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1562888.875000 Penalty: 4625.291992
	Iteration 49Q: 3 clusters Score -1562889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1562888.375000 Penalty: 4625.291992
	Iteration 50Q: 3 clusters Score -1562888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1562889.000000 Penalty: 4625.291992
	Iteration 51Q: 3 clusters Score -1562889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1562887.500000 Penalty: 4625.291992
	Iteration 52Q: 3 clusters Score -1562888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1562888.375000 Penalty: 4625.291992
	Iteration 53Q: 3 clusters Score -1562888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1562886.625000 Penalty: 4625.291992
	Iteration 54Q: 3 clusters Score -1562887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1562888.125000 Penalty: 4625.291992
	Iteration 55Q: 3 clusters Score -1562888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1562885.375000 Penalty: 4625.291992
	Iteration 56Q: 3 clusters Score -1562885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1562885.375000 Penalty: 4625.291992
	Iteration 57F: 3 clusters Score -1562885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -90773.875000 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -90773.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -89190.515625 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -89190.52 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -89668.132812 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -89668.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89819.367188 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -89819.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -89915.398438 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -89915.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89979.671875 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -89979.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -90006.257812 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -90006.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -90021.250000 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -90021.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90025.570312 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -90025.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90030.757812 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -90030.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90032.679688 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -90032.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90034.398438 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -90034.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -90034.398438 Penalty: 3309.328369
	Iteration 11F: 3 clusters Score -90034.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -54971.816406 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -54971.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -53600.519531 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -53600.52 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -53764.542969 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -53764.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53798.000000 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -53798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53805.675781 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -53805.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53820.441406 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -53820.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53821.714844 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -53821.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53821.714844 Penalty: 2971.766357
	Iteration 6F: 3 clusters Score -53821.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Entering Unmasked Estep 
Score: -1379699.625000 Penalty: 2270.816406
	Iteration 0F: 2 clusters Score -1379700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1372401.250000 Penalty: 4541.632812
	Iteration 0F: 3 clusters Score -1372401 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1374496.750000 Penalty: 4541.632812
	Iteration 1F: 3 clusters Score -1374497 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1374852.875000 Penalty: 4541.632812
	Iteration 2F: 3 clusters Score -1374853 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1375141.500000 Penalty: 4541.632812
	Iteration 3F: 3 clusters Score -1375142 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1375465.750000 Penalty: 4541.632812
	Iteration 4Q: 3 clusters Score -1375466 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1375858.875000 Penalty: 4541.632812
	Iteration 5Q: 3 clusters Score -1375859 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1376280.000000 Penalty: 4541.632812
	Iteration 6Q: 3 clusters Score -1376280 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1376701.250000 Penalty: 4541.632812
	Iteration 7F: 3 clusters Score -1376701 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1377111.000000 Penalty: 4541.632812
	Iteration 8F: 3 clusters Score -1377111 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1377483.250000 Penalty: 4541.632812
	Iteration 9F: 3 clusters Score -1377483 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1377790.875000 Penalty: 4541.632812
	Iteration 10Q: 3 clusters Score -1377791 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1378074.125000 Penalty: 4541.632812
	Iteration 11Q: 3 clusters Score -1378074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1378324.500000 Penalty: 4541.632812
	Iteration 12Q: 3 clusters Score -1378324 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1378499.875000 Penalty: 4541.632812
	Iteration 13Q: 3 clusters Score -1378500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1378622.000000 Penalty: 4541.632812
	Iteration 14Q: 3 clusters Score -1378622 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1378734.125000 Penalty: 4541.632812
	Iteration 15Q: 3 clusters Score -1378734 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1378843.125000 Penalty: 4541.632812
	Iteration 16Q: 3 clusters Score -1378843 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1378915.625000 Penalty: 4541.632812
	Iteration 17Q: 3 clusters Score -1378916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1378961.500000 Penalty: 4541.632812
	Iteration 18Q: 3 clusters Score -1378962 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1379000.000000 Penalty: 4541.632812
	Iteration 19Q: 3 clusters Score -1379000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1379023.125000 Penalty: 4541.632812
	Iteration 20F: 3 clusters Score -1379023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1379037.500000 Penalty: 4541.632812
	Iteration 21Q: 3 clusters Score -1379038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1379059.250000 Penalty: 4541.632812
	Iteration 22Q: 3 clusters Score -1379059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1379065.000000 Penalty: 4541.632812
	Iteration 23Q: 3 clusters Score -1379065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1379074.250000 Penalty: 4541.632812
	Iteration 24Q: 3 clusters Score -1379074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1379073.500000 Penalty: 4541.632812
	Iteration 25Q: 3 clusters Score -1379074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1379078.500000 Penalty: 4541.632812
	Iteration 26Q: 3 clusters Score -1379078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1379078.375000 Penalty: 4541.632812
	Iteration 27Q: 3 clusters Score -1379078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1379082.000000 Penalty: 4541.632812
	Iteration 28Q: 3 clusters Score -1379082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1379081.125000 Penalty: 4541.632812
	Iteration 29Q: 3 clusters Score -1379081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1379082.125000 Penalty: 4541.632812
	Iteration 30Q: 3 clusters Score -1379082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1379082.125000 Penalty: 4541.632812
	Iteration 31F: 3 clusters Score -1379082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -122452.468750 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122452.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -122760.195312 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122760.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -122922.195312 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -122922.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -123068.375000 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -123068.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123266.093750 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -123266.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123668.898438 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -123668.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124076.492188 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -124076.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -124342.125000 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -124342.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124424.460938 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124424.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124491.765625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -124491.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124540.640625 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -124540.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124565.804688 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -124565.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124590.304688 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -124590.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124623.265625 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -124623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124658.750000 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -124658.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -124691.421875 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -124691.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -124727.335938 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -124727.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -124765.500000 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -124765.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -124783.593750 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -124783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124799.546875 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -124799.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -124803.179688 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -124803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -124813.250000 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -124813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -124817.015625 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -124817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -124824.445312 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -124824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -124836.960938 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -124837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -124877.429688 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -124877.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -124952.242188 Penalty: 3385.966553
	Iteration 26Q: 3 clusters Score -124952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -125002.710938 Penalty: 3385.966553
	Iteration 27Q: 3 clusters Score -125002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -125039.500000 Penalty: 3385.966553
	Iteration 28Q: 3 clusters Score -125039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -125077.546875 Penalty: 3385.966553
	Iteration 29Q: 3 clusters Score -125077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -125097.710938 Penalty: 3385.966553
	Iteration 30Q: 3 clusters Score -125097.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -125102.515625 Penalty: 3385.966553
	Iteration 31Q: 3 clusters Score -125102.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -125110.648438 Penalty: 3385.966553
	Iteration 32Q: 3 clusters Score -125110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -125119.968750 Penalty: 3385.966553
	Iteration 33Q: 3 clusters Score -125120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -125124.234375 Penalty: 3385.966553
	Iteration 34Q: 3 clusters Score -125124.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -125125.859375 Penalty: 3385.966553
	Iteration 35Q: 3 clusters Score -125125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -125125.859375 Penalty: 3385.966553
	Iteration 36F: 3 clusters Score -125125.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 680 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 242 members 
Entering Unmasked Estep 
Score: -115057376.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115058128.000000 to -115057376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -865981.937500 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -865981.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -860312.937500 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -860312.9 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -862296.875000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -862296.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -863104.750000 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -863104.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -863818.937500 Penalty: 4383.921387
	Iteration 3F: 3 clusters Score -863818.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -864483.062500 Penalty: 4383.921387
	Iteration 4F: 3 clusters Score -864483.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -865029.687500 Penalty: 4383.921387
	Iteration 5F: 3 clusters Score -865029.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -865499.937500 Penalty: 4383.921387
	Iteration 6F: 3 clusters Score -865499.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -865840.687500 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -865840.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -866082.437500 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -866082.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -866231.937500 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -866231.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -866354.875000 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -866354.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -866436.812500 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -866436.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -866481.625000 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -866481.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -866509.375000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -866509.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -866523.687500 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -866523.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -866532.750000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -866532.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -866544.250000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -866544.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -866553.937500 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -866553.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -866564.937500 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -866564.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -866574.062500 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -866574.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -866582.937500 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -866582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -866595.187500 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -866595.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -866602.937500 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -866602.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -866608.875000 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -866608.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -866615.312500 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -866615.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -866625.500000 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -866625.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -866628.187500 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -866628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -866633.687500 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -866633.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -866639.437500 Penalty: 4383.921387
	Iteration 28Q: 3 clusters Score -866639.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -866639.125000 Penalty: 4383.921387
	Iteration 29Q: 3 clusters Score -866639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -866643.750000 Penalty: 4383.921387
	Iteration 30Q: 3 clusters Score -866643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -866645.750000 Penalty: 4383.921387
	Iteration 31Q: 3 clusters Score -866645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -866648.500000 Penalty: 4383.921387
	Iteration 32Q: 3 clusters Score -866648.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -866652.875000 Penalty: 4383.921387
	Iteration 33Q: 3 clusters Score -866652.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -866657.250000 Penalty: 4383.921387
	Iteration 34Q: 3 clusters Score -866657.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -866659.687500 Penalty: 4383.921387
	Iteration 35Q: 3 clusters Score -866659.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -866661.875000 Penalty: 4383.921387
	Iteration 36Q: 3 clusters Score -866661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -866662.375000 Penalty: 4383.921387
	Iteration 37Q: 3 clusters Score -866662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -866662.875000 Penalty: 4383.921387
	Iteration 38Q: 3 clusters Score -866662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -866664.312500 Penalty: 4383.921387
	Iteration 39Q: 3 clusters Score -866664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -866665.937500 Penalty: 4383.921387
	Iteration 40F: 3 clusters Score -866665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -866670.000000 Penalty: 4383.921387
	Iteration 41Q: 3 clusters Score -866670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -866669.750000 Penalty: 4383.921387
	Iteration 42Q: 3 clusters Score -866669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -866671.375000 Penalty: 4383.921387
	Iteration 43Q: 3 clusters Score -866671.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -866672.187500 Penalty: 4383.921387
	Iteration 44Q: 3 clusters Score -866672.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -866671.187500 Penalty: 4383.921387
	Iteration 45Q: 3 clusters Score -866671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -866672.375000 Penalty: 4383.921387
	Iteration 46Q: 3 clusters Score -866672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -866672.187500 Penalty: 4383.921387
	Iteration 47Q: 3 clusters Score -866672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -866673.250000 Penalty: 4383.921387
	Iteration 48Q: 3 clusters Score -866673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -866673.250000 Penalty: 4383.921387
	Iteration 49F: 3 clusters Score -866673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3729 members 
Entering Unmasked Estep 
Score: -115057656.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115058128.000000 to -115057656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Entering Unmasked Estep 
Score: -1460958.375000 Penalty: 2279.103516
	Iteration 0F: 2 clusters Score -1460958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1453435.750000 Penalty: 4558.207031
	Iteration 0F: 3 clusters Score -1453436 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1455636.000000 Penalty: 4558.207031
	Iteration 1F: 3 clusters Score -1455636 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1456030.875000 Penalty: 4558.207031
	Iteration 2F: 3 clusters Score -1456031 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1456349.125000 Penalty: 4558.207031
	Iteration 3F: 3 clusters Score -1456349 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1456599.000000 Penalty: 4558.207031
	Iteration 4Q: 3 clusters Score -1456599 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1456846.500000 Penalty: 4558.207031
	Iteration 5Q: 3 clusters Score -1456846 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1457042.125000 Penalty: 4558.207031
	Iteration 6Q: 3 clusters Score -1457042 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1457199.625000 Penalty: 4558.207031
	Iteration 7Q: 3 clusters Score -1457200 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1457304.875000 Penalty: 4558.207031
	Iteration 8Q: 3 clusters Score -1457305 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1457387.000000 Penalty: 4558.207031
	Iteration 9Q: 3 clusters Score -1457387 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1457479.750000 Penalty: 4558.207031
	Iteration 10Q: 3 clusters Score -1457480 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1457561.000000 Penalty: 4558.207031
	Iteration 11Q: 3 clusters Score -1457561 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1457624.125000 Penalty: 4558.207031
	Iteration 12Q: 3 clusters Score -1457624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1457680.250000 Penalty: 4558.207031
	Iteration 13Q: 3 clusters Score -1457680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1457727.750000 Penalty: 4558.207031
	Iteration 14Q: 3 clusters Score -1457728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1457774.125000 Penalty: 4558.207031
	Iteration 15Q: 3 clusters Score -1457774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1457832.375000 Penalty: 4558.207031
	Iteration 16Q: 3 clusters Score -1457832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1457893.000000 Penalty: 4558.207031
	Iteration 17Q: 3 clusters Score -1457893 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1457964.125000 Penalty: 4558.207031
	Iteration 18Q: 3 clusters Score -1457964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1458028.625000 Penalty: 4558.207031
	Iteration 19Q: 3 clusters Score -1458029 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1458096.500000 Penalty: 4558.207031
	Iteration 20F: 3 clusters Score -1458096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1458153.125000 Penalty: 4558.207031
	Iteration 21Q: 3 clusters Score -1458153 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1458207.250000 Penalty: 4558.207031
	Iteration 22Q: 3 clusters Score -1458207 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1458253.750000 Penalty: 4558.207031
	Iteration 23Q: 3 clusters Score -1458254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1458283.625000 Penalty: 4558.207031
	Iteration 24Q: 3 clusters Score -1458284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1458311.500000 Penalty: 4558.207031
	Iteration 25Q: 3 clusters Score -1458312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1458342.250000 Penalty: 4558.207031
	Iteration 26Q: 3 clusters Score -1458342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1458363.625000 Penalty: 4558.207031
	Iteration 27Q: 3 clusters Score -1458364 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1458392.500000 Penalty: 4558.207031
	Iteration 28Q: 3 clusters Score -1458392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1458406.125000 Penalty: 4558.207031
	Iteration 29Q: 3 clusters Score -1458406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1458421.750000 Penalty: 4558.207031
	Iteration 30Q: 3 clusters Score -1458422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1458438.750000 Penalty: 4558.207031
	Iteration 31Q: 3 clusters Score -1458439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1458449.625000 Penalty: 4558.207031
	Iteration 32Q: 3 clusters Score -1458450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1458468.500000 Penalty: 4558.207031
	Iteration 33Q: 3 clusters Score -1458468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1458489.250000 Penalty: 4558.207031
	Iteration 34Q: 3 clusters Score -1458489 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1458512.625000 Penalty: 4558.207031
	Iteration 35Q: 3 clusters Score -1458513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1458530.500000 Penalty: 4558.207031
	Iteration 36Q: 3 clusters Score -1458530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1458544.375000 Penalty: 4558.207031
	Iteration 37Q: 3 clusters Score -1458544 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1458566.625000 Penalty: 4558.207031
	Iteration 38Q: 3 clusters Score -1458567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1458587.125000 Penalty: 4558.207031
	Iteration 39Q: 3 clusters Score -1458587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1458606.375000 Penalty: 4558.207031
	Iteration 40F: 3 clusters Score -1458606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1458623.750000 Penalty: 4558.207031
	Iteration 41Q: 3 clusters Score -1458624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1458644.250000 Penalty: 4558.207031
	Iteration 42Q: 3 clusters Score -1458644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1458664.500000 Penalty: 4558.207031
	Iteration 43Q: 3 clusters Score -1458664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1458693.875000 Penalty: 4558.207031
	Iteration 44Q: 3 clusters Score -1458694 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1458718.125000 Penalty: 4558.207031
	Iteration 45Q: 3 clusters Score -1458718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1458745.125000 Penalty: 4558.207031
	Iteration 46Q: 3 clusters Score -1458745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1458766.250000 Penalty: 4558.207031
	Iteration 47Q: 3 clusters Score -1458766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1458787.500000 Penalty: 4558.207031
	Iteration 48Q: 3 clusters Score -1458788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1458801.000000 Penalty: 4558.207031
	Iteration 49Q: 3 clusters Score -1458801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1458812.875000 Penalty: 4558.207031
	Iteration 50Q: 3 clusters Score -1458813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1458825.125000 Penalty: 4558.207031
	Iteration 51Q: 3 clusters Score -1458825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1458833.875000 Penalty: 4558.207031
	Iteration 52Q: 3 clusters Score -1458834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1458844.750000 Penalty: 4558.207031
	Iteration 53Q: 3 clusters Score -1458845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1458860.750000 Penalty: 4558.207031
	Iteration 54Q: 3 clusters Score -1458861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1458874.375000 Penalty: 4558.207031
	Iteration 55Q: 3 clusters Score -1458874 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1458885.500000 Penalty: 4558.207031
	Iteration 56Q: 3 clusters Score -1458886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1458897.750000 Penalty: 4558.207031
	Iteration 57Q: 3 clusters Score -1458898 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1458912.000000 Penalty: 4558.207031
	Iteration 58Q: 3 clusters Score -1458912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1458922.125000 Penalty: 4558.207031
	Iteration 59Q: 3 clusters Score -1458922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1458936.250000 Penalty: 4558.207031
	Iteration 60F: 3 clusters Score -1458936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1458949.750000 Penalty: 4558.207031
	Iteration 61Q: 3 clusters Score -1458950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1458962.125000 Penalty: 4558.207031
	Iteration 62Q: 3 clusters Score -1458962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1458977.125000 Penalty: 4558.207031
	Iteration 63Q: 3 clusters Score -1458977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1458985.375000 Penalty: 4558.207031
	Iteration 64Q: 3 clusters Score -1458985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1459000.875000 Penalty: 4558.207031
	Iteration 65Q: 3 clusters Score -1459001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1459013.500000 Penalty: 4558.207031
	Iteration 66Q: 3 clusters Score -1459014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1459026.875000 Penalty: 4558.207031
	Iteration 67Q: 3 clusters Score -1459027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1459040.000000 Penalty: 4558.207031
	Iteration 68Q: 3 clusters Score -1459040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1459057.625000 Penalty: 4558.207031
	Iteration 69Q: 3 clusters Score -1459058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1459079.125000 Penalty: 4558.207031
	Iteration 70Q: 3 clusters Score -1459079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1459090.375000 Penalty: 4558.207031
	Iteration 71Q: 3 clusters Score -1459090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1459100.750000 Penalty: 4558.207031
	Iteration 72Q: 3 clusters Score -1459101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1459107.625000 Penalty: 4558.207031
	Iteration 73Q: 3 clusters Score -1459108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1459114.750000 Penalty: 4558.207031
	Iteration 74Q: 3 clusters Score -1459115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1459119.875000 Penalty: 4558.207031
	Iteration 75Q: 3 clusters Score -1459120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1459130.000000 Penalty: 4558.207031
	Iteration 76Q: 3 clusters Score -1459130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1459136.250000 Penalty: 4558.207031
	Iteration 77Q: 3 clusters Score -1459136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1459141.500000 Penalty: 4558.207031
	Iteration 78Q: 3 clusters Score -1459142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1459140.500000 Penalty: 4558.207031
	Iteration 79Q: 3 clusters Score -1459140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1459143.125000 Penalty: 4558.207031
	Iteration 80F: 3 clusters Score -1459143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1459147.375000 Penalty: 4558.207031
	Iteration 81Q: 3 clusters Score -1459147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1459149.375000 Penalty: 4558.207031
	Iteration 82Q: 3 clusters Score -1459149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1459154.375000 Penalty: 4558.207031
	Iteration 83Q: 3 clusters Score -1459154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1459154.750000 Penalty: 4558.207031
	Iteration 84Q: 3 clusters Score -1459155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1459159.875000 Penalty: 4558.207031
	Iteration 85Q: 3 clusters Score -1459160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1459161.500000 Penalty: 4558.207031
	Iteration 86Q: 3 clusters Score -1459162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1459164.875000 Penalty: 4558.207031
	Iteration 87Q: 3 clusters Score -1459165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1459164.500000 Penalty: 4558.207031
	Iteration 88Q: 3 clusters Score -1459164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1459165.750000 Penalty: 4558.207031
	Iteration 89Q: 3 clusters Score -1459166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1459167.875000 Penalty: 4558.207031
	Iteration 90Q: 3 clusters Score -1459168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1459167.875000 Penalty: 4558.207031
	Iteration 91F: 3 clusters Score -1459168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -937417.000000 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -937417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -931928.187500 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -931928.2 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -933316.250000 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -933316.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -933642.875000 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -933642.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -934028.562500 Penalty: 4354.125977
	Iteration 3F: 3 clusters Score -934028.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -934491.000000 Penalty: 4354.125977
	Iteration 4F: 3 clusters Score -934491 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -935128.187500 Penalty: 4354.125977
	Iteration 5F: 3 clusters Score -935128.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -935720.125000 Penalty: 4354.125977
	Iteration 6F: 3 clusters Score -935720.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -936123.437500 Penalty: 4354.125977
	Iteration 7F: 3 clusters Score -936123.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -936350.625000 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -936350.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -936477.125000 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -936477.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -936554.687500 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -936554.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -936591.312500 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -936591.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -936616.312500 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -936616.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -936631.687500 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -936631.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -936643.937500 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -936643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -936651.250000 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -936651.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -936655.375000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -936655.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -936661.562500 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -936661.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -936663.812500 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -936663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -936668.187500 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -936668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -936669.500000 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -936669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -936670.000000 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -936670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -936671.375000 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -936671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -936673.187500 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -936673.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -936673.250000 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -936673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -936673.062500 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -936673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -936673.875000 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -936673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -936674.937500 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -936674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -936677.875000 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -936677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -936679.500000 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -936679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -936679.687500 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -936679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -936679.000000 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -936679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -936680.062500 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -936680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -936678.625000 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -936678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -936678.625000 Penalty: 4354.125977
	Iteration 34F: 3 clusters Score -936678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (98087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Entering Unmasked Estep 
Score: -14728720.000000 Penalty: 2850.415283
	Iteration 0F: 2 clusters Score -1.472872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -14663080.000000 Penalty: 5700.830566
	Iteration 0F: 3 clusters Score -1.466308e+07 nChanged 46594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -14689330.000000 Penalty: 5700.830566
	Iteration 1F: 3 clusters Score -1.468933e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -14689951.000000 Penalty: 5700.830566
	Iteration 2Q: 3 clusters Score -1.468995e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -14690872.000000 Penalty: 5700.830566
	Iteration 3Q: 3 clusters Score -1.469087e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -14691988.000000 Penalty: 5700.830566
	Iteration 4Q: 3 clusters Score -1.469199e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -14693992.000000 Penalty: 5700.830566
	Iteration 5Q: 3 clusters Score -1.469399e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -14697751.000000 Penalty: 5700.830566
	Iteration 6F: 3 clusters Score -1.469775e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -14704236.000000 Penalty: 5700.830566
	Iteration 7F: 3 clusters Score -1.470424e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -14712958.000000 Penalty: 5700.830566
	Iteration 8F: 3 clusters Score -1.471296e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 91899 members 
Entering Unmasked Estep 
Score: -14720547.000000 Penalty: 5700.830566
	Iteration 9F: 3 clusters Score -1.472055e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 95905 members 
Entering Unmasked Estep 
Score: -14724228.000000 Penalty: 5700.830566
	Iteration 10Q: 3 clusters Score -1.472423e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -14725448.000000 Penalty: 5700.830566
	Iteration 11Q: 3 clusters Score -1.472545e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -14725870.000000 Penalty: 5700.830566
	Iteration 12Q: 3 clusters Score -1.472587e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -14726029.000000 Penalty: 5700.830566
	Iteration 13Q: 3 clusters Score -1.472603e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -14726094.000000 Penalty: 5700.830566
	Iteration 14Q: 3 clusters Score -1.472609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -14726145.000000 Penalty: 5700.830566
	Iteration 15Q: 3 clusters Score -1.472614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -14726176.000000 Penalty: 5700.830566
	Iteration 16Q: 3 clusters Score -1.472618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -14726180.000000 Penalty: 5700.830566
	Iteration 17Q: 3 clusters Score -1.472618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -14726190.000000 Penalty: 5700.830566
	Iteration 18Q: 3 clusters Score -1.472619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 97852 members 
Entering Unmasked Estep 
Score: -14726199.000000 Penalty: 5700.830566
	Iteration 19Q: 3 clusters Score -1.47262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -14726210.000000 Penalty: 5700.830566
	Iteration 20F: 3 clusters Score -1.472621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -14726215.000000 Penalty: 5700.830566
	Iteration 21Q: 3 clusters Score -1.472622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -14726208.000000 Penalty: 5700.830566
	Iteration 22Q: 3 clusters Score -1.472621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -14726218.000000 Penalty: 5700.830566
	Iteration 23Q: 3 clusters Score -1.472622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -14726223.000000 Penalty: 5700.830566
	Iteration 24Q: 3 clusters Score -1.472622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -14726228.000000 Penalty: 5700.830566
	Iteration 25Q: 3 clusters Score -1.472623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -14726228.000000 Penalty: 5700.830566
	Iteration 26F: 3 clusters Score -1.472623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Entering Unmasked Estep 
Score: -1733573.375000 Penalty: 2321.506592
	Iteration 0F: 2 clusters Score -1733573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1724881.625000 Penalty: 4643.013184
	Iteration 0F: 3 clusters Score -1724882 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1727637.000000 Penalty: 4643.013184
	Iteration 1F: 3 clusters Score -1727637 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1728038.625000 Penalty: 4643.013184
	Iteration 2F: 3 clusters Score -1728039 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1728357.125000 Penalty: 4643.013184
	Iteration 3F: 3 clusters Score -1728357 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1728663.500000 Penalty: 4643.013184
	Iteration 4Q: 3 clusters Score -1728664 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1728916.500000 Penalty: 4643.013184
	Iteration 5Q: 3 clusters Score -1728916 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1729165.875000 Penalty: 4643.013184
	Iteration 6Q: 3 clusters Score -1729166 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1729422.000000 Penalty: 4643.013184
	Iteration 7Q: 3 clusters Score -1729422 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1729668.750000 Penalty: 4643.013184
	Iteration 8Q: 3 clusters Score -1729669 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1729929.000000 Penalty: 4643.013184
	Iteration 9Q: 3 clusters Score -1729929 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1730265.625000 Penalty: 4643.013184
	Iteration 10Q: 3 clusters Score -1730266 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1730664.625000 Penalty: 4643.013184
	Iteration 11Q: 3 clusters Score -1730665 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1731140.625000 Penalty: 4643.013184
	Iteration 12Q: 3 clusters Score -1731141 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1731574.750000 Penalty: 4643.013184
	Iteration 13Q: 3 clusters Score -1731575 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1731949.875000 Penalty: 4643.013184
	Iteration 14Q: 3 clusters Score -1731950 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1732206.375000 Penalty: 4643.013184
	Iteration 15Q: 3 clusters Score -1732206 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1732351.875000 Penalty: 4643.013184
	Iteration 16Q: 3 clusters Score -1732352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1732444.250000 Penalty: 4643.013184
	Iteration 17Q: 3 clusters Score -1732444 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1732488.500000 Penalty: 4643.013184
	Iteration 18Q: 3 clusters Score -1732488 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1732504.500000 Penalty: 4643.013184
	Iteration 19Q: 3 clusters Score -1732504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1732510.750000 Penalty: 4643.013184
	Iteration 20F: 3 clusters Score -1732511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1732525.500000 Penalty: 4643.013184
	Iteration 21Q: 3 clusters Score -1732526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1732526.125000 Penalty: 4643.013184
	Iteration 22Q: 3 clusters Score -1732526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1732521.750000 Penalty: 4643.013184
	Iteration 23Q: 3 clusters Score -1732522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1732526.875000 Penalty: 4643.013184
	Iteration 24Q: 3 clusters Score -1732527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1732526.000000 Penalty: 4643.013184
	Iteration 25Q: 3 clusters Score -1732526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1732527.875000 Penalty: 4643.013184
	Iteration 26Q: 3 clusters Score -1732528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1732532.750000 Penalty: 4643.013184
	Iteration 27Q: 3 clusters Score -1732533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1732536.875000 Penalty: 4643.013184
	Iteration 28Q: 3 clusters Score -1732537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1732534.750000 Penalty: 4643.013184
	Iteration 29Q: 3 clusters Score -1732535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1732536.500000 Penalty: 4643.013184
	Iteration 30Q: 3 clusters Score -1732536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1732535.750000 Penalty: 4643.013184
	Iteration 31Q: 3 clusters Score -1732536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1732534.625000 Penalty: 4643.013184
	Iteration 32Q: 3 clusters Score -1732535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1732534.625000 Penalty: 4643.013184
	Iteration 33F: 3 clusters Score -1732535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Entering Unmasked Estep 
Score: -1428575.250000 Penalty: 2272.849365
	Iteration 0F: 2 clusters Score -1428575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1421260.000000 Penalty: 4545.698730
	Iteration 0F: 3 clusters Score -1421260 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1423359.000000 Penalty: 4545.698730
	Iteration 1F: 3 clusters Score -1423359 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1423603.000000 Penalty: 4545.698730
	Iteration 2F: 3 clusters Score -1423603 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1423758.875000 Penalty: 4545.698730
	Iteration 3Q: 3 clusters Score -1423759 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1423885.500000 Penalty: 4545.698730
	Iteration 4Q: 3 clusters Score -1423886 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1423975.625000 Penalty: 4545.698730
	Iteration 5Q: 3 clusters Score -1423976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1424065.750000 Penalty: 4545.698730
	Iteration 6Q: 3 clusters Score -1424066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1424158.000000 Penalty: 4545.698730
	Iteration 7Q: 3 clusters Score -1424158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1424272.500000 Penalty: 4545.698730
	Iteration 8Q: 3 clusters Score -1424272 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1424404.500000 Penalty: 4545.698730
	Iteration 9Q: 3 clusters Score -1424404 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1424559.875000 Penalty: 4545.698730
	Iteration 10Q: 3 clusters Score -1424560 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1424720.875000 Penalty: 4545.698730
	Iteration 11Q: 3 clusters Score -1424721 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1424901.250000 Penalty: 4545.698730
	Iteration 12Q: 3 clusters Score -1424901 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1425115.750000 Penalty: 4545.698730
	Iteration 13Q: 3 clusters Score -1425116 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1425351.375000 Penalty: 4545.698730
	Iteration 14Q: 3 clusters Score -1425351 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1425603.000000 Penalty: 4545.698730
	Iteration 15Q: 3 clusters Score -1425603 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1425875.750000 Penalty: 4545.698730
	Iteration 16Q: 3 clusters Score -1425876 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1426089.250000 Penalty: 4545.698730
	Iteration 17Q: 3 clusters Score -1426089 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1426273.000000 Penalty: 4545.698730
	Iteration 18Q: 3 clusters Score -1426273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1426440.875000 Penalty: 4545.698730
	Iteration 19Q: 3 clusters Score -1426441 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1426575.750000 Penalty: 4545.698730
	Iteration 20F: 3 clusters Score -1426576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1426662.125000 Penalty: 4545.698730
	Iteration 21Q: 3 clusters Score -1426662 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1426721.625000 Penalty: 4545.698730
	Iteration 22Q: 3 clusters Score -1426722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1426758.375000 Penalty: 4545.698730
	Iteration 23Q: 3 clusters Score -1426758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1426784.500000 Penalty: 4545.698730
	Iteration 24Q: 3 clusters Score -1426784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1426796.500000 Penalty: 4545.698730
	Iteration 25Q: 3 clusters Score -1426796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1426807.500000 Penalty: 4545.698730
	Iteration 26Q: 3 clusters Score -1426808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1426818.625000 Penalty: 4545.698730
	Iteration 27Q: 3 clusters Score -1426819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1426827.750000 Penalty: 4545.698730
	Iteration 28Q: 3 clusters Score -1426828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1426834.625000 Penalty: 4545.698730
	Iteration 29Q: 3 clusters Score -1426835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1426839.750000 Penalty: 4545.698730
	Iteration 30Q: 3 clusters Score -1426840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1426841.875000 Penalty: 4545.698730
	Iteration 31Q: 3 clusters Score -1426842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1426839.375000 Penalty: 4545.698730
	Iteration 32Q: 3 clusters Score -1426839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1426843.875000 Penalty: 4545.698730
	Iteration 33Q: 3 clusters Score -1426844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1426847.625000 Penalty: 4545.698730
	Iteration 34Q: 3 clusters Score -1426848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1426854.875000 Penalty: 4545.698730
	Iteration 35Q: 3 clusters Score -1426855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1426858.375000 Penalty: 4545.698730
	Iteration 36Q: 3 clusters Score -1426858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1426861.875000 Penalty: 4545.698730
	Iteration 37Q: 3 clusters Score -1426862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1426862.250000 Penalty: 4545.698730
	Iteration 38Q: 3 clusters Score -1426862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1426865.750000 Penalty: 4545.698730
	Iteration 39Q: 3 clusters Score -1426866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1426867.875000 Penalty: 4545.698730
	Iteration 40F: 3 clusters Score -1426868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1426868.875000 Penalty: 4545.698730
	Iteration 41Q: 3 clusters Score -1426869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1426870.250000 Penalty: 4545.698730
	Iteration 42Q: 3 clusters Score -1426870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1426869.375000 Penalty: 4545.698730
	Iteration 43Q: 3 clusters Score -1426869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1426869.375000 Penalty: 4545.698730
	Iteration 44F: 3 clusters Score -1426869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Entering Unmasked Estep 
Score: -4235352.500000 Penalty: 2559.194336
	Iteration 0F: 2 clusters Score -4235352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4214623.500000 Penalty: 5118.388672
	Iteration 0F: 3 clusters Score -4214624 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4222528.500000 Penalty: 5118.388672
	Iteration 1F: 3 clusters Score -4222528 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4223528.000000 Penalty: 5118.388672
	Iteration 2F: 3 clusters Score -4223528 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4224602.500000 Penalty: 5118.388672
	Iteration 3F: 3 clusters Score -4224602 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -4225767.000000 Penalty: 5118.388672
	Iteration 4F: 3 clusters Score -4225767 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4226932.500000 Penalty: 5118.388672
	Iteration 5F: 3 clusters Score -4226932 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4228024.500000 Penalty: 5118.388672
	Iteration 6F: 3 clusters Score -4228024 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4228977.000000 Penalty: 5118.388672
	Iteration 7F: 3 clusters Score -4228977 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4229745.500000 Penalty: 5118.388672
	Iteration 8Q: 3 clusters Score -4229746 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4230402.500000 Penalty: 5118.388672
	Iteration 9Q: 3 clusters Score -4230402 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4230958.000000 Penalty: 5118.388672
	Iteration 10Q: 3 clusters Score -4230958 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -4231533.000000 Penalty: 5118.388672
	Iteration 11Q: 3 clusters Score -4231533 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -4232155.000000 Penalty: 5118.388672
	Iteration 12Q: 3 clusters Score -4232155 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -4232742.500000 Penalty: 5118.388672
	Iteration 13Q: 3 clusters Score -4232742 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -4233110.000000 Penalty: 5118.388672
	Iteration 14Q: 3 clusters Score -4233110 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4233388.500000 Penalty: 5118.388672
	Iteration 15Q: 3 clusters Score -4233388 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -4233570.500000 Penalty: 5118.388672
	Iteration 16Q: 3 clusters Score -4233570 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4233706.500000 Penalty: 5118.388672
	Iteration 17Q: 3 clusters Score -4233706 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4233825.500000 Penalty: 5118.388672
	Iteration 18Q: 3 clusters Score -4233826 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4233957.000000 Penalty: 5118.388672
	Iteration 19Q: 3 clusters Score -4233957 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -4234072.000000 Penalty: 5118.388672
	Iteration 20F: 3 clusters Score -4234072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4234155.500000 Penalty: 5118.388672
	Iteration 21Q: 3 clusters Score -4234156 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4234241.000000 Penalty: 5118.388672
	Iteration 22Q: 3 clusters Score -4234241 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4234294.500000 Penalty: 5118.388672
	Iteration 23Q: 3 clusters Score -4234294 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4234349.000000 Penalty: 5118.388672
	Iteration 24Q: 3 clusters Score -4234349 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4234383.500000 Penalty: 5118.388672
	Iteration 25Q: 3 clusters Score -4234384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4234413.500000 Penalty: 5118.388672
	Iteration 26Q: 3 clusters Score -4234414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4234451.500000 Penalty: 5118.388672
	Iteration 27Q: 3 clusters Score -4234452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4234464.000000 Penalty: 5118.388672
	Iteration 28Q: 3 clusters Score -4234464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4234491.000000 Penalty: 5118.388672
	Iteration 29Q: 3 clusters Score -4234491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4234524.500000 Penalty: 5118.388672
	Iteration 30Q: 3 clusters Score -4234524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4234533.000000 Penalty: 5118.388672
	Iteration 31Q: 3 clusters Score -4234533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4234545.500000 Penalty: 5118.388672
	Iteration 32Q: 3 clusters Score -4234546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4234564.000000 Penalty: 5118.388672
	Iteration 33Q: 3 clusters Score -4234564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4234589.000000 Penalty: 5118.388672
	Iteration 34Q: 3 clusters Score -4234589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4234602.500000 Penalty: 5118.388672
	Iteration 35Q: 3 clusters Score -4234602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4234616.500000 Penalty: 5118.388672
	Iteration 36Q: 3 clusters Score -4234616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4234621.500000 Penalty: 5118.388672
	Iteration 37Q: 3 clusters Score -4234622 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4234627.000000 Penalty: 5118.388672
	Iteration 38Q: 3 clusters Score -4234627 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4234625.500000 Penalty: 5118.388672
	Iteration 39Q: 3 clusters Score -4234626 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4234628.000000 Penalty: 5118.388672
	Iteration 40F: 3 clusters Score -4234628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4234635.000000 Penalty: 5118.388672
	Iteration 41Q: 3 clusters Score -4234635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4234638.500000 Penalty: 5118.388672
	Iteration 42Q: 3 clusters Score -4234638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4234645.500000 Penalty: 5118.388672
	Iteration 43Q: 3 clusters Score -4234646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4234656.000000 Penalty: 5118.388672
	Iteration 44Q: 3 clusters Score -4234656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4234659.500000 Penalty: 5118.388672
	Iteration 45Q: 3 clusters Score -4234660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4234664.000000 Penalty: 5118.388672
	Iteration 46Q: 3 clusters Score -4234664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4234666.000000 Penalty: 5118.388672
	Iteration 47Q: 3 clusters Score -4234666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4234666.000000 Penalty: 5118.388672
	Iteration 48Q: 3 clusters Score -4234666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4234670.500000 Penalty: 5118.388672
	Iteration 49Q: 3 clusters Score -4234670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4234671.000000 Penalty: 5118.388672
	Iteration 50Q: 3 clusters Score -4234671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4234671.000000 Penalty: 5118.388672
	Iteration 51Q: 3 clusters Score -4234671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4234667.500000 Penalty: 5118.388672
	Iteration 52Q: 3 clusters Score -4234668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4234667.000000 Penalty: 5118.388672
	Iteration 53Q: 3 clusters Score -4234667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4234672.500000 Penalty: 5118.388672
	Iteration 54Q: 3 clusters Score -4234672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4234673.500000 Penalty: 5118.388672
	Iteration 55Q: 3 clusters Score -4234674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4234669.000000 Penalty: 5118.388672
	Iteration 56Q: 3 clusters Score -4234669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4234671.000000 Penalty: 5118.388672
	Iteration 57Q: 3 clusters Score -4234671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4234671.500000 Penalty: 5118.388672
	Iteration 58Q: 3 clusters Score -4234672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4234671.500000 Penalty: 5118.388672
	Iteration 59F: 3 clusters Score -4234672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1566822.875000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1566823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1558673.625000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1558674 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1561237.125000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1561237 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1561923.000000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1561923 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1562594.250000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1562594 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1563274.000000 Penalty: 4608.929688
	Iteration 4F: 3 clusters Score -1563274 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1563960.125000 Penalty: 4608.929688
	Iteration 5F: 3 clusters Score -1563960 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1564533.125000 Penalty: 4608.929688
	Iteration 6F: 3 clusters Score -1564533 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1565013.500000 Penalty: 4608.929688
	Iteration 7F: 3 clusters Score -1565014 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1565395.625000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1565396 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1565685.625000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1565686 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1565891.375000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1565891 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1566062.250000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1566062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1566228.250000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1566228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1566360.500000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1566360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1566443.875000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1566444 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1566485.250000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1566485 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1566516.875000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1566517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1566537.500000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1566538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1566552.250000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1566552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1566568.000000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1566568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1566575.625000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1566576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1566593.750000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1566594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1566609.375000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1566609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1566627.125000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1566627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1566635.250000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1566635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1566650.125000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1566650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1566664.125000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1566664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1566669.625000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1566670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1566672.000000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1566672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1566671.875000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1566672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1566677.375000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1566677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1566678.750000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1566679 nChanged 2
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: -1566680.000000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1566680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1566682.000000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1566682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1566683.375000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1566683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1566683.375000 Penalty: 4608.929688
	Iteration 35F: 3 clusters Score -1566683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -423012.937500 Penalty: 1983.503784
	Iteration 0F: 2 clusters Score -423012.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -419778.437500 Penalty: 3967.007568
	Iteration 0F: 3 clusters Score -419778.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -420436.125000 Penalty: 3967.007568
	Iteration 1F: 3 clusters Score -420436.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -420623.531250 Penalty: 3967.007568
	Iteration 2F: 3 clusters Score -420623.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420727.968750 Penalty: 3967.007568
	Iteration 3Q: 3 clusters Score -420728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420799.343750 Penalty: 3967.007568
	Iteration 4Q: 3 clusters Score -420799.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -420857.000000 Penalty: 3967.007568
	Iteration 5Q: 3 clusters Score -420857 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -420898.593750 Penalty: 3967.007568
	Iteration 6Q: 3 clusters Score -420898.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -420926.218750 Penalty: 3967.007568
	Iteration 7Q: 3 clusters Score -420926.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -420947.031250 Penalty: 3967.007568
	Iteration 8Q: 3 clusters Score -420947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -420964.437500 Penalty: 3967.007568
	Iteration 9Q: 3 clusters Score -420964.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -420977.156250 Penalty: 3967.007568
	Iteration 10Q: 3 clusters Score -420977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -420986.468750 Penalty: 3967.007568
	Iteration 11Q: 3 clusters Score -420986.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -420995.781250 Penalty: 3967.007568
	Iteration 12Q: 3 clusters Score -420995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -421003.406250 Penalty: 3967.007568
	Iteration 13Q: 3 clusters Score -421003.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -421017.500000 Penalty: 3967.007568
	Iteration 14Q: 3 clusters Score -421017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -421025.593750 Penalty: 3967.007568
	Iteration 15Q: 3 clusters Score -421025.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -421033.718750 Penalty: 3967.007568
	Iteration 16Q: 3 clusters Score -421033.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -421043.625000 Penalty: 3967.007568
	Iteration 17Q: 3 clusters Score -421043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -421051.687500 Penalty: 3967.007568
	Iteration 18Q: 3 clusters Score -421051.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -421059.437500 Penalty: 3967.007568
	Iteration 19Q: 3 clusters Score -421059.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -421064.718750 Penalty: 3967.007568
	Iteration 20F: 3 clusters Score -421064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -421069.093750 Penalty: 3967.007568
	Iteration 21Q: 3 clusters Score -421069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -421072.375000 Penalty: 3967.007568
	Iteration 22Q: 3 clusters Score -421072.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -421079.625000 Penalty: 3967.007568
	Iteration 23Q: 3 clusters Score -421079.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -421087.125000 Penalty: 3967.007568
	Iteration 24Q: 3 clusters Score -421087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -421093.281250 Penalty: 3967.007568
	Iteration 25Q: 3 clusters Score -421093.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -421098.093750 Penalty: 3967.007568
	Iteration 26Q: 3 clusters Score -421098.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -421101.406250 Penalty: 3967.007568
	Iteration 27Q: 3 clusters Score -421101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -421104.687500 Penalty: 3967.007568
	Iteration 28Q: 3 clusters Score -421104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -421108.843750 Penalty: 3967.007568
	Iteration 29Q: 3 clusters Score -421108.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -421110.375000 Penalty: 3967.007568
	Iteration 30Q: 3 clusters Score -421110.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -421114.562500 Penalty: 3967.007568
	Iteration 31Q: 3 clusters Score -421114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -421119.812500 Penalty: 3967.007568
	Iteration 32Q: 3 clusters Score -421119.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -421124.000000 Penalty: 3967.007568
	Iteration 33Q: 3 clusters Score -421124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -421131.031250 Penalty: 3967.007568
	Iteration 34Q: 3 clusters Score -421131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -421135.875000 Penalty: 3967.007568
	Iteration 35Q: 3 clusters Score -421135.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -421136.812500 Penalty: 3967.007568
	Iteration 36Q: 3 clusters Score -421136.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -421140.625000 Penalty: 3967.007568
	Iteration 37Q: 3 clusters Score -421140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -421141.218750 Penalty: 3967.007568
	Iteration 38Q: 3 clusters Score -421141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -421141.218750 Penalty: 3967.007568
	Iteration 39F: 3 clusters Score -421141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99529 members 
Entering Unmasked Estep 
Score: -14732992.000000 Penalty: 2854.034668
	Iteration 0F: 2 clusters Score -1.473299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -14666675.000000 Penalty: 5708.069336
	Iteration 0F: 3 clusters Score -1.466668e+07 nChanged 47256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -14695177.000000 Penalty: 5708.069336
	Iteration 1F: 3 clusters Score -1.469518e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -14697971.000000 Penalty: 5708.069336
	Iteration 2F: 3 clusters Score -1.469797e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -14701677.000000 Penalty: 5708.069336
	Iteration 3F: 3 clusters Score -1.470168e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -14705627.000000 Penalty: 5708.069336
	Iteration 4F: 3 clusters Score -1.470563e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55867 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -14709267.000000 Penalty: 5708.069336
	Iteration 5F: 3 clusters Score -1.470927e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -14711720.000000 Penalty: 5708.069336
	Iteration 6F: 3 clusters Score -1.471172e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -14713332.000000 Penalty: 5708.069336
	Iteration 7Q: 3 clusters Score -1.471333e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -14714387.000000 Penalty: 5708.069336
	Iteration 8Q: 3 clusters Score -1.471439e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -14715063.000000 Penalty: 5708.069336
	Iteration 9Q: 3 clusters Score -1.471506e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57544 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -14715779.000000 Penalty: 5708.069336
	Iteration 10Q: 3 clusters Score -1.471578e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -14716607.000000 Penalty: 5708.069336
	Iteration 11Q: 3 clusters Score -1.471661e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -14717433.000000 Penalty: 5708.069336
	Iteration 12Q: 3 clusters Score -1.471743e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -14718269.000000 Penalty: 5708.069336
	Iteration 13Q: 3 clusters Score -1.471827e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -14718860.000000 Penalty: 5708.069336
	Iteration 14Q: 3 clusters Score -1.471886e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -14719349.000000 Penalty: 5708.069336
	Iteration 15Q: 3 clusters Score -1.471935e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -14719683.000000 Penalty: 5708.069336
	Iteration 16Q: 3 clusters Score -1.471968e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -14720071.000000 Penalty: 5708.069336
	Iteration 17Q: 3 clusters Score -1.472007e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -14720368.000000 Penalty: 5708.069336
	Iteration 18Q: 3 clusters Score -1.472037e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65098 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -14720644.000000 Penalty: 5708.069336
	Iteration 19Q: 3 clusters Score -1.472064e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -14720855.000000 Penalty: 5708.069336
	Iteration 20F: 3 clusters Score -1.472086e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -14721156.000000 Penalty: 5708.069336
	Iteration 21Q: 3 clusters Score -1.472116e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68675 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -14721446.000000 Penalty: 5708.069336
	Iteration 22Q: 3 clusters Score -1.472145e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -14721755.000000 Penalty: 5708.069336
	Iteration 23Q: 3 clusters Score -1.472176e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -14722107.000000 Penalty: 5708.069336
	Iteration 24Q: 3 clusters Score -1.472211e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72509 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -14722474.000000 Penalty: 5708.069336
	Iteration 25Q: 3 clusters Score -1.472247e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73816 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -14722792.000000 Penalty: 5708.069336
	Iteration 26Q: 3 clusters Score -1.472279e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -14723149.000000 Penalty: 5708.069336
	Iteration 27Q: 3 clusters Score -1.472315e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -14723489.000000 Penalty: 5708.069336
	Iteration 28Q: 3 clusters Score -1.472349e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -14723837.000000 Penalty: 5708.069336
	Iteration 29Q: 3 clusters Score -1.472384e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78908 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -14724210.000000 Penalty: 5708.069336
	Iteration 30Q: 3 clusters Score -1.472421e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -14724653.000000 Penalty: 5708.069336
	Iteration 31Q: 3 clusters Score -1.472465e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -14725000.000000 Penalty: 5708.069336
	Iteration 32Q: 3 clusters Score -1.4725e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -14725414.000000 Penalty: 5708.069336
	Iteration 33Q: 3 clusters Score -1.472541e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -14725753.000000 Penalty: 5708.069336
	Iteration 34Q: 3 clusters Score -1.472575e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -14726181.000000 Penalty: 5708.069336
	Iteration 35Q: 3 clusters Score -1.472618e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -14726558.000000 Penalty: 5708.069336
	Iteration 36Q: 3 clusters Score -1.472656e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -14726970.000000 Penalty: 5708.069336
	Iteration 37Q: 3 clusters Score -1.472697e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -14727315.000000 Penalty: 5708.069336
	Iteration 38Q: 3 clusters Score -1.472732e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -14727735.000000 Penalty: 5708.069336
	Iteration 39Q: 3 clusters Score -1.472774e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -14728122.000000 Penalty: 5708.069336
	Iteration 40F: 3 clusters Score -1.472812e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -14728566.000000 Penalty: 5708.069336
	Iteration 41Q: 3 clusters Score -1.472857e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -14728955.000000 Penalty: 5708.069336
	Iteration 42Q: 3 clusters Score -1.472896e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -14729320.000000 Penalty: 5708.069336
	Iteration 43Q: 3 clusters Score -1.472932e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -14729573.000000 Penalty: 5708.069336
	Iteration 44Q: 3 clusters Score -1.472957e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -14729762.000000 Penalty: 5708.069336
	Iteration 45Q: 3 clusters Score -1.472976e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -14729918.000000 Penalty: 5708.069336
	Iteration 46Q: 3 clusters Score -1.472992e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94384 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -14730080.000000 Penalty: 5708.069336
	Iteration 47Q: 3 clusters Score -1.473008e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94740 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -14730270.000000 Penalty: 5708.069336
	Iteration 48Q: 3 clusters Score -1.473027e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -14730389.000000 Penalty: 5708.069336
	Iteration 49Q: 3 clusters Score -1.473039e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -14730497.000000 Penalty: 5708.069336
	Iteration 50Q: 3 clusters Score -1.47305e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95547 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -14730547.000000 Penalty: 5708.069336
	Iteration 51Q: 3 clusters Score -1.473055e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -14730604.000000 Penalty: 5708.069336
	Iteration 52Q: 3 clusters Score -1.47306e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95921 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -14730668.000000 Penalty: 5708.069336
	Iteration 53Q: 3 clusters Score -1.473067e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -14730686.000000 Penalty: 5708.069336
	Iteration 54Q: 3 clusters Score -1.473069e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -14730736.000000 Penalty: 5708.069336
	Iteration 55Q: 3 clusters Score -1.473074e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96349 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14730759.000000 Penalty: 5708.069336
	Iteration 56Q: 3 clusters Score -1.473076e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96458 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -14730751.000000 Penalty: 5708.069336
	Iteration 57Q: 3 clusters Score -1.473075e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -14730790.000000 Penalty: 5708.069336
	Iteration 58Q: 3 clusters Score -1.473079e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -14730797.000000 Penalty: 5708.069336
	Iteration 59Q: 3 clusters Score -1.47308e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96706 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -14730800.000000 Penalty: 5708.069336
	Iteration 60F: 3 clusters Score -1.47308e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96758 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -14730818.000000 Penalty: 5708.069336
	Iteration 61Q: 3 clusters Score -1.473082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -14730828.000000 Penalty: 5708.069336
	Iteration 62Q: 3 clusters Score -1.473083e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -14730825.000000 Penalty: 5708.069336
	Iteration 63Q: 3 clusters Score -1.473082e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -14730822.000000 Penalty: 5708.069336
	Iteration 64Q: 3 clusters Score -1.473082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -14730813.000000 Penalty: 5708.069336
	Iteration 65Q: 3 clusters Score -1.473081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -14730816.000000 Penalty: 5708.069336
	Iteration 66Q: 3 clusters Score -1.473082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96934 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -14730820.000000 Penalty: 5708.069336
	Iteration 67Q: 3 clusters Score -1.473082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -14730819.000000 Penalty: 5708.069336
	Iteration 68Q: 3 clusters Score -1.473082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -14730819.000000 Penalty: 5708.069336
	Iteration 69Q: 3 clusters Score -1.473082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -14730830.000000 Penalty: 5708.069336
	Iteration 70Q: 3 clusters Score -1.473083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -14730829.000000 Penalty: 5708.069336
	Iteration 71Q: 3 clusters Score -1.473083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -14730830.000000 Penalty: 5708.069336
	Iteration 72Q: 3 clusters Score -1.473083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -14730829.000000 Penalty: 5708.069336
	Iteration 73Q: 3 clusters Score -1.473083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -14730832.000000 Penalty: 5708.069336
	Iteration 74Q: 3 clusters Score -1.473083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -14730836.000000 Penalty: 5708.069336
	Iteration 75Q: 3 clusters Score -1.473084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97020 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -14730833.000000 Penalty: 5708.069336
	Iteration 76Q: 3 clusters Score -1.473083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97027 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -14730842.000000 Penalty: 5708.069336
	Iteration 77Q: 3 clusters Score -1.473084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -14730837.000000 Penalty: 5708.069336
	Iteration 78Q: 3 clusters Score -1.473084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -14730847.000000 Penalty: 5708.069336
	Iteration 79Q: 3 clusters Score -1.473085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -14730859.000000 Penalty: 5708.069336
	Iteration 80F: 3 clusters Score -1.473086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97069 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -14730889.000000 Penalty: 5708.069336
	Iteration 81Q: 3 clusters Score -1.473089e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97077 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -14730884.000000 Penalty: 5708.069336
	Iteration 82Q: 3 clusters Score -1.473088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -14730873.000000 Penalty: 5708.069336
	Iteration 83Q: 3 clusters Score -1.473087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97092 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -14730873.000000 Penalty: 5708.069336
	Iteration 84Q: 3 clusters Score -1.473087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -14730870.000000 Penalty: 5708.069336
	Iteration 85Q: 3 clusters Score -1.473087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -14730883.000000 Penalty: 5708.069336
	Iteration 86Q: 3 clusters Score -1.473088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -14730888.000000 Penalty: 5708.069336
	Iteration 87Q: 3 clusters Score -1.473089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97114 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -14730875.000000 Penalty: 5708.069336
	Iteration 88Q: 3 clusters Score -1.473088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -14730887.000000 Penalty: 5708.069336
	Iteration 89Q: 3 clusters Score -1.473089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97128 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -14730877.000000 Penalty: 5708.069336
	Iteration 90Q: 3 clusters Score -1.473088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -14730895.000000 Penalty: 5708.069336
	Iteration 91Q: 3 clusters Score -1.47309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97143 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -14730884.000000 Penalty: 5708.069336
	Iteration 92Q: 3 clusters Score -1.473088e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -14730905.000000 Penalty: 5708.069336
	Iteration 93Q: 3 clusters Score -1.47309e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97164 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -14730915.000000 Penalty: 5708.069336
	Iteration 94Q: 3 clusters Score -1.473092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97170 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -14730924.000000 Penalty: 5708.069336
	Iteration 95Q: 3 clusters Score -1.473092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -14730912.000000 Penalty: 5708.069336
	Iteration 96Q: 3 clusters Score -1.473091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97182 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -14730921.000000 Penalty: 5708.069336
	Iteration 97Q: 3 clusters Score -1.473092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97188 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -14730919.000000 Penalty: 5708.069336
	Iteration 98Q: 3 clusters Score -1.473092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -14730919.000000 Penalty: 5708.069336
	Iteration 99Q: 3 clusters Score -1.473092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14730910.000000 Penalty: 5708.069336
	Iteration 100F: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -14730910.000000 Penalty: 5708.069336
	Iteration 101Q: 3 clusters Score -1.473091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -14730914.000000 Penalty: 5708.069336
	Iteration 102Q: 3 clusters Score -1.473091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -14730903.000000 Penalty: 5708.069336
	Iteration 103Q: 3 clusters Score -1.47309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -14730911.000000 Penalty: 5708.069336
	Iteration 104Q: 3 clusters Score -1.473091e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97221 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -14730901.000000 Penalty: 5708.069336
	Iteration 105Q: 3 clusters Score -1.47309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -14730907.000000 Penalty: 5708.069336
	Iteration 106Q: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -14730907.000000 Penalty: 5708.069336
	Iteration 107Q: 3 clusters Score -1.473091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -14730906.000000 Penalty: 5708.069336
	Iteration 108Q: 3 clusters Score -1.473091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97232 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -14730910.000000 Penalty: 5708.069336
	Iteration 109Q: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97234 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14730914.000000 Penalty: 5708.069336
	Iteration 110Q: 3 clusters Score -1.473091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -14730912.000000 Penalty: 5708.069336
	Iteration 111Q: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97240 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -14730912.000000 Penalty: 5708.069336
	Iteration 112Q: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -14730908.000000 Penalty: 5708.069336
	Iteration 113Q: 3 clusters Score -1.473091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -14730902.000000 Penalty: 5708.069336
	Iteration 114Q: 3 clusters Score -1.47309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14730899.000000 Penalty: 5708.069336
	Iteration 115Q: 3 clusters Score -1.47309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14730895.000000 Penalty: 5708.069336
	Iteration 116Q: 3 clusters Score -1.47309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14730904.000000 Penalty: 5708.069336
	Iteration 117Q: 3 clusters Score -1.47309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14730905.000000 Penalty: 5708.069336
	Iteration 118Q: 3 clusters Score -1.47309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14730905.000000 Penalty: 5708.069336
	Iteration 119F: 3 clusters Score -1.47309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Entering Unmasked Estep 
Score: -3425476.000000 Penalty: 2493.822754
	Iteration 0F: 2 clusters Score -3425476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3409241.500000 Penalty: 4987.645508
	Iteration 0F: 3 clusters Score -3409242 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3414958.500000 Penalty: 4987.645508
	Iteration 1F: 3 clusters Score -3414958 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -3415509.750000 Penalty: 4987.645508
	Iteration 2F: 3 clusters Score -3415510 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -3416145.500000 Penalty: 4987.645508
	Iteration 3F: 3 clusters Score -3416146 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3417171.000000 Penalty: 4987.645508
	Iteration 4F: 3 clusters Score -3417171 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3418569.000000 Penalty: 4987.645508
	Iteration 5F: 3 clusters Score -3418569 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3420002.500000 Penalty: 4987.645508
	Iteration 6F: 3 clusters Score -3420002 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3420945.000000 Penalty: 4987.645508
	Iteration 7F: 3 clusters Score -3420945 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -3421485.000000 Penalty: 4987.645508
	Iteration 8Q: 3 clusters Score -3421485 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3421778.500000 Penalty: 4987.645508
	Iteration 9Q: 3 clusters Score -3421778 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -3421969.250000 Penalty: 4987.645508
	Iteration 10Q: 3 clusters Score -3421969 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3422065.000000 Penalty: 4987.645508
	Iteration 11Q: 3 clusters Score -3422065 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3422127.500000 Penalty: 4987.645508
	Iteration 12Q: 3 clusters Score -3422128 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3422180.500000 Penalty: 4987.645508
	Iteration 13Q: 3 clusters Score -3422180 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3422238.000000 Penalty: 4987.645508
	Iteration 14Q: 3 clusters Score -3422238 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3422279.750000 Penalty: 4987.645508
	Iteration 15Q: 3 clusters Score -3422280 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3422319.750000 Penalty: 4987.645508
	Iteration 16Q: 3 clusters Score -3422320 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3422359.750000 Penalty: 4987.645508
	Iteration 17Q: 3 clusters Score -3422360 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3422382.250000 Penalty: 4987.645508
	Iteration 18Q: 3 clusters Score -3422382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3422422.250000 Penalty: 4987.645508
	Iteration 19Q: 3 clusters Score -3422422 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3422443.000000 Penalty: 4987.645508
	Iteration 20F: 3 clusters Score -3422443 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3422476.500000 Penalty: 4987.645508
	Iteration 21Q: 3 clusters Score -3422476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3422514.500000 Penalty: 4987.645508
	Iteration 22Q: 3 clusters Score -3422514 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3422557.750000 Penalty: 4987.645508
	Iteration 23Q: 3 clusters Score -3422558 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3422611.000000 Penalty: 4987.645508
	Iteration 24Q: 3 clusters Score -3422611 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3422648.250000 Penalty: 4987.645508
	Iteration 25Q: 3 clusters Score -3422648 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -3422710.500000 Penalty: 4987.645508
	Iteration 26Q: 3 clusters Score -3422710 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3422772.250000 Penalty: 4987.645508
	Iteration 27Q: 3 clusters Score -3422772 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3422836.000000 Penalty: 4987.645508
	Iteration 28Q: 3 clusters Score -3422836 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3422890.750000 Penalty: 4987.645508
	Iteration 29Q: 3 clusters Score -3422891 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3422967.750000 Penalty: 4987.645508
	Iteration 30Q: 3 clusters Score -3422968 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -3423047.500000 Penalty: 4987.645508
	Iteration 31Q: 3 clusters Score -3423048 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3423100.500000 Penalty: 4987.645508
	Iteration 32Q: 3 clusters Score -3423100 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3423173.000000 Penalty: 4987.645508
	Iteration 33Q: 3 clusters Score -3423173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3423226.250000 Penalty: 4987.645508
	Iteration 34Q: 3 clusters Score -3423226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3423303.750000 Penalty: 4987.645508
	Iteration 35Q: 3 clusters Score -3423304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3423356.750000 Penalty: 4987.645508
	Iteration 36Q: 3 clusters Score -3423357 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3423433.000000 Penalty: 4987.645508
	Iteration 37Q: 3 clusters Score -3423433 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3423491.500000 Penalty: 4987.645508
	Iteration 38Q: 3 clusters Score -3423492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3423524.000000 Penalty: 4987.645508
	Iteration 39Q: 3 clusters Score -3423524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3423556.000000 Penalty: 4987.645508
	Iteration 40F: 3 clusters Score -3423556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3423579.500000 Penalty: 4987.645508
	Iteration 41Q: 3 clusters Score -3423580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3423590.750000 Penalty: 4987.645508
	Iteration 42Q: 3 clusters Score -3423591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3423615.000000 Penalty: 4987.645508
	Iteration 43Q: 3 clusters Score -3423615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3423629.000000 Penalty: 4987.645508
	Iteration 44Q: 3 clusters Score -3423629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -3423647.500000 Penalty: 4987.645508
	Iteration 45Q: 3 clusters Score -3423648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -3423661.500000 Penalty: 4987.645508
	Iteration 46Q: 3 clusters Score -3423662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3423665.250000 Penalty: 4987.645508
	Iteration 47Q: 3 clusters Score -3423665 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -3423673.000000 Penalty: 4987.645508
	Iteration 48Q: 3 clusters Score -3423673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -3423689.500000 Penalty: 4987.645508
	Iteration 49Q: 3 clusters Score -3423690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -3423697.250000 Penalty: 4987.645508
	Iteration 50Q: 3 clusters Score -3423697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3423701.000000 Penalty: 4987.645508
	Iteration 51Q: 3 clusters Score -3423701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3423696.000000 Penalty: 4987.645508
	Iteration 52Q: 3 clusters Score -3423696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3423701.000000 Penalty: 4987.645508
	Iteration 53Q: 3 clusters Score -3423701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3423708.750000 Penalty: 4987.645508
	Iteration 54Q: 3 clusters Score -3423709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3423715.500000 Penalty: 4987.645508
	Iteration 55Q: 3 clusters Score -3423716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3423721.000000 Penalty: 4987.645508
	Iteration 56Q: 3 clusters Score -3423721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3423736.000000 Penalty: 4987.645508
	Iteration 57Q: 3 clusters Score -3423736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3423748.000000 Penalty: 4987.645508
	Iteration 58Q: 3 clusters Score -3423748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3423751.750000 Penalty: 4987.645508
	Iteration 59Q: 3 clusters Score -3423752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -3423751.250000 Penalty: 4987.645508
	Iteration 60F: 3 clusters Score -3423751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3423755.000000 Penalty: 4987.645508
	Iteration 61Q: 3 clusters Score -3423755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -3423758.750000 Penalty: 4987.645508
	Iteration 62Q: 3 clusters Score -3423759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3423762.500000 Penalty: 4987.645508
	Iteration 63Q: 3 clusters Score -3423762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3423756.500000 Penalty: 4987.645508
	Iteration 64Q: 3 clusters Score -3423756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3423753.250000 Penalty: 4987.645508
	Iteration 65Q: 3 clusters Score -3423753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3423758.750000 Penalty: 4987.645508
	Iteration 66Q: 3 clusters Score -3423759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -3423763.000000 Penalty: 4987.645508
	Iteration 67Q: 3 clusters Score -3423763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3423760.500000 Penalty: 4987.645508
	Iteration 68Q: 3 clusters Score -3423760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -3423763.000000 Penalty: 4987.645508
	Iteration 69Q: 3 clusters Score -3423763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3423764.000000 Penalty: 4987.645508
	Iteration 70Q: 3 clusters Score -3423764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3423770.250000 Penalty: 4987.645508
	Iteration 71Q: 3 clusters Score -3423770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3423767.000000 Penalty: 4987.645508
	Iteration 72Q: 3 clusters Score -3423767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3423770.250000 Penalty: 4987.645508
	Iteration 73Q: 3 clusters Score -3423770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -3423773.000000 Penalty: 4987.645508
	Iteration 74Q: 3 clusters Score -3423773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -3423775.750000 Penalty: 4987.645508
	Iteration 75Q: 3 clusters Score -3423776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -3423779.750000 Penalty: 4987.645508
	Iteration 76Q: 3 clusters Score -3423780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -3423778.500000 Penalty: 4987.645508
	Iteration 77Q: 3 clusters Score -3423778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3423778.500000 Penalty: 4987.645508
	Iteration 78Q: 3 clusters Score -3423778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -3423781.250000 Penalty: 4987.645508
	Iteration 79Q: 3 clusters Score -3423781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3423781.000000 Penalty: 4987.645508
	Iteration 80F: 3 clusters Score -3423781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3423781.500000 Penalty: 4987.645508
	Iteration 81Q: 3 clusters Score -3423782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3423781.500000 Penalty: 4987.645508
	Iteration 82Q: 3 clusters Score -3423782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3423781.500000 Penalty: 4987.645508
	Iteration 83F: 3 clusters Score -3423782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -400293.343750 Penalty: 1982.836060
	Iteration 0F: 2 clusters Score -400293.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -397110.187500 Penalty: 3965.672119
	Iteration 0F: 3 clusters Score -397110.2 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -398083.281250 Penalty: 3965.672119
	Iteration 1F: 3 clusters Score -398083.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -398841.250000 Penalty: 3965.672119
	Iteration 2F: 3 clusters Score -398841.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -399441.562500 Penalty: 3965.672119
	Iteration 3F: 3 clusters Score -399441.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -399794.031250 Penalty: 3965.672119
	Iteration 4F: 3 clusters Score -399794 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -400070.062500 Penalty: 3965.672119
	Iteration 5F: 3 clusters Score -400070.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -400294.843750 Penalty: 3965.672119
	Iteration 6Q: 3 clusters Score -400294.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -400499.406250 Penalty: 3965.672119
	Iteration 7Q: 3 clusters Score -400499.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -400580.718750 Penalty: 3965.672119
	Iteration 8Q: 3 clusters Score -400580.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -400631.343750 Penalty: 3965.672119
	Iteration 9Q: 3 clusters Score -400631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -400661.718750 Penalty: 3965.672119
	Iteration 10Q: 3 clusters Score -400661.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -400676.406250 Penalty: 3965.672119
	Iteration 11Q: 3 clusters Score -400676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -400687.531250 Penalty: 3965.672119
	Iteration 12Q: 3 clusters Score -400687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -400693.968750 Penalty: 3965.672119
	Iteration 13Q: 3 clusters Score -400694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -400695.687500 Penalty: 3965.672119
	Iteration 14Q: 3 clusters Score -400695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -400698.781250 Penalty: 3965.672119
	Iteration 15Q: 3 clusters Score -400698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -400701.000000 Penalty: 3965.672119
	Iteration 16Q: 3 clusters Score -400701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -400703.437500 Penalty: 3965.672119
	Iteration 17Q: 3 clusters Score -400703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -400706.375000 Penalty: 3965.672119
	Iteration 18Q: 3 clusters Score -400706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -400706.375000 Penalty: 3965.672119
	Iteration 19F: 3 clusters Score -400706.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 612 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2355 members 
Entering Unmasked Estep 
Score: -115057424.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115058128.000000 to -115057424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1762964.875000 Penalty: 2327.388184
	Iteration 0F: 2 clusters Score -1762965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1754098.500000 Penalty: 4654.776367
	Iteration 0F: 3 clusters Score -1754098 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1756943.500000 Penalty: 4654.776367
	Iteration 1F: 3 clusters Score -1756944 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1757430.125000 Penalty: 4654.776367
	Iteration 2F: 3 clusters Score -1757430 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1757885.250000 Penalty: 4654.776367
	Iteration 3F: 3 clusters Score -1757885 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1758387.375000 Penalty: 4654.776367
	Iteration 4F: 3 clusters Score -1758387 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1758868.250000 Penalty: 4654.776367
	Iteration 5F: 3 clusters Score -1758868 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1759322.625000 Penalty: 4654.776367
	Iteration 6F: 3 clusters Score -1759323 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1759684.250000 Penalty: 4654.776367
	Iteration 7F: 3 clusters Score -1759684 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1759940.000000 Penalty: 4654.776367
	Iteration 8Q: 3 clusters Score -1759940 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1760107.750000 Penalty: 4654.776367
	Iteration 9Q: 3 clusters Score -1760108 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1760270.000000 Penalty: 4654.776367
	Iteration 10Q: 3 clusters Score -1760270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1760419.125000 Penalty: 4654.776367
	Iteration 11Q: 3 clusters Score -1760419 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1760584.625000 Penalty: 4654.776367
	Iteration 12Q: 3 clusters Score -1760585 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1760721.750000 Penalty: 4654.776367
	Iteration 13Q: 3 clusters Score -1760722 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1760842.625000 Penalty: 4654.776367
	Iteration 14Q: 3 clusters Score -1760843 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1760942.875000 Penalty: 4654.776367
	Iteration 15Q: 3 clusters Score -1760943 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1761009.000000 Penalty: 4654.776367
	Iteration 16Q: 3 clusters Score -1761009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1761055.750000 Penalty: 4654.776367
	Iteration 17Q: 3 clusters Score -1761056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1761096.125000 Penalty: 4654.776367
	Iteration 18Q: 3 clusters Score -1761096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1761117.750000 Penalty: 4654.776367
	Iteration 19Q: 3 clusters Score -1761118 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1761140.250000 Penalty: 4654.776367
	Iteration 20F: 3 clusters Score -1761140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1761154.250000 Penalty: 4654.776367
	Iteration 21Q: 3 clusters Score -1761154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1761164.875000 Penalty: 4654.776367
	Iteration 22Q: 3 clusters Score -1761165 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1761179.375000 Penalty: 4654.776367
	Iteration 23Q: 3 clusters Score -1761179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1761186.250000 Penalty: 4654.776367
	Iteration 24Q: 3 clusters Score -1761186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1761196.125000 Penalty: 4654.776367
	Iteration 25Q: 3 clusters Score -1761196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1761197.625000 Penalty: 4654.776367
	Iteration 26Q: 3 clusters Score -1761198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1761202.250000 Penalty: 4654.776367
	Iteration 27Q: 3 clusters Score -1761202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1761208.000000 Penalty: 4654.776367
	Iteration 28Q: 3 clusters Score -1761208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1761206.250000 Penalty: 4654.776367
	Iteration 29Q: 3 clusters Score -1761206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1761210.875000 Penalty: 4654.776367
	Iteration 30Q: 3 clusters Score -1761211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1761222.000000 Penalty: 4654.776367
	Iteration 31Q: 3 clusters Score -1761222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1761227.125000 Penalty: 4654.776367
	Iteration 32Q: 3 clusters Score -1761227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1761231.375000 Penalty: 4654.776367
	Iteration 33Q: 3 clusters Score -1761231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1761232.875000 Penalty: 4654.776367
	Iteration 34Q: 3 clusters Score -1761233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1761238.500000 Penalty: 4654.776367
	Iteration 35Q: 3 clusters Score -1761238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1761240.875000 Penalty: 4654.776367
	Iteration 36Q: 3 clusters Score -1761241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1761241.875000 Penalty: 4654.776367
	Iteration 37Q: 3 clusters Score -1761242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1761245.625000 Penalty: 4654.776367
	Iteration 38Q: 3 clusters Score -1761246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1761247.375000 Penalty: 4654.776367
	Iteration 39Q: 3 clusters Score -1761247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1761247.500000 Penalty: 4654.776367
	Iteration 40F: 3 clusters Score -1761248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1761249.500000 Penalty: 4654.776367
	Iteration 41Q: 3 clusters Score -1761250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1761253.125000 Penalty: 4654.776367
	Iteration 42Q: 3 clusters Score -1761253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1761259.750000 Penalty: 4654.776367
	Iteration 43Q: 3 clusters Score -1761260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1761258.500000 Penalty: 4654.776367
	Iteration 44Q: 3 clusters Score -1761258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1761259.375000 Penalty: 4654.776367
	Iteration 45Q: 3 clusters Score -1761259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1761260.500000 Penalty: 4654.776367
	Iteration 46Q: 3 clusters Score -1761260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1761261.125000 Penalty: 4654.776367
	Iteration 47Q: 3 clusters Score -1761261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1761261.125000 Penalty: 4654.776367
	Iteration 48F: 3 clusters Score -1761261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81241 members 
Entering Unmasked Estep 
Score: -12110557.000000 Penalty: 2803.683594
	Iteration 0F: 2 clusters Score -1.211056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -12056135.000000 Penalty: 5607.367188
	Iteration 0F: 3 clusters Score -1.205614e+07 nChanged 38262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -12077746.000000 Penalty: 5607.367188
	Iteration 1F: 3 clusters Score -1.207775e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -12078395.000000 Penalty: 5607.367188
	Iteration 2Q: 3 clusters Score -1.20784e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -12078904.000000 Penalty: 5607.367188
	Iteration 3Q: 3 clusters Score -1.20789e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -12079622.000000 Penalty: 5607.367188
	Iteration 4Q: 3 clusters Score -1.207962e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -12080581.000000 Penalty: 5607.367188
	Iteration 5Q: 3 clusters Score -1.208058e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -12082269.000000 Penalty: 5607.367188
	Iteration 6Q: 3 clusters Score -1.208227e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -12085064.000000 Penalty: 5607.367188
	Iteration 7F: 3 clusters Score -1.208506e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -12089535.000000 Penalty: 5607.367188
	Iteration 8F: 3 clusters Score -1.208954e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 67848 members 
Entering Unmasked Estep 
Score: -12095537.000000 Penalty: 5607.367188
	Iteration 9F: 3 clusters Score -1.209554e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 73956 members 
Entering Unmasked Estep 
Score: -12101119.000000 Penalty: 5607.367188
	Iteration 10F: 3 clusters Score -1.210112e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -12105143.000000 Penalty: 5607.367188
	Iteration 11F: 3 clusters Score -1.210514e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 80029 members 
Entering Unmasked Estep 
Score: -12106949.000000 Penalty: 5607.367188
	Iteration 12Q: 3 clusters Score -1.210695e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 80683 members 
Entering Unmasked Estep 
Score: -12107610.000000 Penalty: 5607.367188
	Iteration 13Q: 3 clusters Score -1.210761e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 80889 members 
Entering Unmasked Estep 
Score: -12107845.000000 Penalty: 5607.367188
	Iteration 14Q: 3 clusters Score -1.210784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -12107944.000000 Penalty: 5607.367188
	Iteration 15Q: 3 clusters Score -1.210794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 80987 members 
Entering Unmasked Estep 
Score: -12107979.000000 Penalty: 5607.367188
	Iteration 16Q: 3 clusters Score -1.210798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80996 members 
Entering Unmasked Estep 
Score: -12108003.000000 Penalty: 5607.367188
	Iteration 17Q: 3 clusters Score -1.2108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -12108026.000000 Penalty: 5607.367188
	Iteration 18Q: 3 clusters Score -1.210803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 81012 members 
Entering Unmasked Estep 
Score: -12108055.000000 Penalty: 5607.367188
	Iteration 19Q: 3 clusters Score -1.210806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -12108060.000000 Penalty: 5607.367188
	Iteration 20F: 3 clusters Score -1.210806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -12108063.000000 Penalty: 5607.367188
	Iteration 21Q: 3 clusters Score -1.210806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 81022 members 
Entering Unmasked Estep 
Score: -12108069.000000 Penalty: 5607.367188
	Iteration 22Q: 3 clusters Score -1.210807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 81024 members 
Entering Unmasked Estep 
Score: -12108074.000000 Penalty: 5607.367188
	Iteration 23Q: 3 clusters Score -1.210807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -12108074.000000 Penalty: 5607.367188
	Iteration 24Q: 3 clusters Score -1.210807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -12108099.000000 Penalty: 5607.367188
	Iteration 25Q: 3 clusters Score -1.21081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -12108098.000000 Penalty: 5607.367188
	Iteration 26Q: 3 clusters Score -1.21081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -12108097.000000 Penalty: 5607.367188
	Iteration 27Q: 3 clusters Score -1.21081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -12108102.000000 Penalty: 5607.367188
	Iteration 28Q: 3 clusters Score -1.21081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -12108102.000000 Penalty: 5607.367188
	Iteration 29F: 3 clusters Score -1.21081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Entering Unmasked Estep 
Score: -5863646.000000 Penalty: 2622.727295
	Iteration 0F: 2 clusters Score -5863646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5837082.000000 Penalty: 5245.454590
	Iteration 0F: 3 clusters Score -5837082 nChanged 17784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -5846856.500000 Penalty: 5245.454590
	Iteration 1F: 3 clusters Score -5846856 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -5847473.000000 Penalty: 5245.454590
	Iteration 2Q: 3 clusters Score -5847473 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5848159.000000 Penalty: 5245.454590
	Iteration 3Q: 3 clusters Score -5848159 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5849106.000000 Penalty: 5245.454590
	Iteration 4F: 3 clusters Score -5849106 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5850389.500000 Penalty: 5245.454590
	Iteration 5F: 3 clusters Score -5850390 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -5852152.500000 Penalty: 5245.454590
	Iteration 6F: 3 clusters Score -5852152 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -5854037.000000 Penalty: 5245.454590
	Iteration 7F: 3 clusters Score -5854037 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -5855812.500000 Penalty: 5245.454590
	Iteration 8F: 3 clusters Score -5855812 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5857291.500000 Penalty: 5245.454590
	Iteration 9F: 3 clusters Score -5857292 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5858519.500000 Penalty: 5245.454590
	Iteration 10Q: 3 clusters Score -5858520 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5859545.000000 Penalty: 5245.454590
	Iteration 11Q: 3 clusters Score -5859545 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5860317.500000 Penalty: 5245.454590
	Iteration 12Q: 3 clusters Score -5860318 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -5860874.500000 Penalty: 5245.454590
	Iteration 13Q: 3 clusters Score -5860874 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -5861210.500000 Penalty: 5245.454590
	Iteration 14Q: 3 clusters Score -5861210 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5861399.500000 Penalty: 5245.454590
	Iteration 15Q: 3 clusters Score -5861400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5861478.500000 Penalty: 5245.454590
	Iteration 16Q: 3 clusters Score -5861478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5861505.500000 Penalty: 5245.454590
	Iteration 17Q: 3 clusters Score -5861506 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5861530.000000 Penalty: 5245.454590
	Iteration 18Q: 3 clusters Score -5861530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5861553.000000 Penalty: 5245.454590
	Iteration 19Q: 3 clusters Score -5861553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5861579.500000 Penalty: 5245.454590
	Iteration 20F: 3 clusters Score -5861580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5861581.000000 Penalty: 5245.454590
	Iteration 21Q: 3 clusters Score -5861581 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5861596.000000 Penalty: 5245.454590
	Iteration 22Q: 3 clusters Score -5861596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5861621.000000 Penalty: 5245.454590
	Iteration 23Q: 3 clusters Score -5861621 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5861625.500000 Penalty: 5245.454590
	Iteration 24Q: 3 clusters Score -5861626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5861639.000000 Penalty: 5245.454590
	Iteration 25Q: 3 clusters Score -5861639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5861651.000000 Penalty: 5245.454590
	Iteration 26Q: 3 clusters Score -5861651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -5861655.000000 Penalty: 5245.454590
	Iteration 27Q: 3 clusters Score -5861655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5861654.000000 Penalty: 5245.454590
	Iteration 28Q: 3 clusters Score -5861654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5861665.000000 Penalty: 5245.454590
	Iteration 29Q: 3 clusters Score -5861665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5861679.000000 Penalty: 5245.454590
	Iteration 30Q: 3 clusters Score -5861679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -5861675.000000 Penalty: 5245.454590
	Iteration 31Q: 3 clusters Score -5861675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5861684.500000 Penalty: 5245.454590
	Iteration 32Q: 3 clusters Score -5861684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5861678.500000 Penalty: 5245.454590
	Iteration 33Q: 3 clusters Score -5861678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5861687.500000 Penalty: 5245.454590
	Iteration 34Q: 3 clusters Score -5861688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5861677.000000 Penalty: 5245.454590
	Iteration 35Q: 3 clusters Score -5861677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5861679.000000 Penalty: 5245.454590
	Iteration 36Q: 3 clusters Score -5861679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5861688.500000 Penalty: 5245.454590
	Iteration 37Q: 3 clusters Score -5861688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5861694.000000 Penalty: 5245.454590
	Iteration 38Q: 3 clusters Score -5861694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5861693.500000 Penalty: 5245.454590
	Iteration 39Q: 3 clusters Score -5861694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -5861696.000000 Penalty: 5245.454590
	Iteration 40F: 3 clusters Score -5861696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5861691.500000 Penalty: 5245.454590
	Iteration 41Q: 3 clusters Score -5861692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5861683.500000 Penalty: 5245.454590
	Iteration 42Q: 3 clusters Score -5861684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5861696.500000 Penalty: 5245.454590
	Iteration 43Q: 3 clusters Score -5861696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5861696.500000 Penalty: 5245.454590
	Iteration 44Q: 3 clusters Score -5861696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5861706.000000 Penalty: 5245.454590
	Iteration 45Q: 3 clusters Score -5861706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5861705.000000 Penalty: 5245.454590
	Iteration 46Q: 3 clusters Score -5861705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5861707.000000 Penalty: 5245.454590
	Iteration 47Q: 3 clusters Score -5861707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5861711.000000 Penalty: 5245.454590
	Iteration 48Q: 3 clusters Score -5861711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5861705.000000 Penalty: 5245.454590
	Iteration 49Q: 3 clusters Score -5861705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5861704.000000 Penalty: 5245.454590
	Iteration 50Q: 3 clusters Score -5861704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5861705.500000 Penalty: 5245.454590
	Iteration 51Q: 3 clusters Score -5861706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5861705.500000 Penalty: 5245.454590
	Iteration 52F: 3 clusters Score -5861706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Entering Unmasked Estep 
Score: -482278.187500 Penalty: 2019.231689
	Iteration 0F: 2 clusters Score -482278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -478854.437500 Penalty: 4038.463379
	Iteration 0F: 3 clusters Score -478854.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -479958.812500 Penalty: 4038.463379
	Iteration 1F: 3 clusters Score -479958.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -480361.500000 Penalty: 4038.463379
	Iteration 2F: 3 clusters Score -480361.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -480684.093750 Penalty: 4038.463379
	Iteration 3F: 3 clusters Score -480684.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -480954.937500 Penalty: 4038.463379
	Iteration 4F: 3 clusters Score -480954.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -481278.125000 Penalty: 4038.463379
	Iteration 5F: 3 clusters Score -481278.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -481664.000000 Penalty: 4038.463379
	Iteration 6F: 3 clusters Score -481664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -482263.468750 Penalty: 4038.463379
	Iteration 7F: 3 clusters Score -482263.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -482684.093750 Penalty: 4038.463379
	Iteration 8F: 3 clusters Score -482684.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -482811.312500 Penalty: 4038.463379
	Iteration 9Q: 3 clusters Score -482811.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -482869.906250 Penalty: 4038.463379
	Iteration 10Q: 3 clusters Score -482869.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -482888.625000 Penalty: 4038.463379
	Iteration 11Q: 3 clusters Score -482888.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -482896.875000 Penalty: 4038.463379
	Iteration 12Q: 3 clusters Score -482896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -482901.500000 Penalty: 4038.463379
	Iteration 13Q: 3 clusters Score -482901.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -482902.687500 Penalty: 4038.463379
	Iteration 14Q: 3 clusters Score -482902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -482902.687500 Penalty: 4038.463379
	Iteration 15F: 3 clusters Score -482902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1686 members 
Entering Unmasked Estep 
Score: -115057880.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115058128.000000 to -115057880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (57774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Entering Unmasked Estep 
Score: -8102883.500000 Penalty: 2719.145020
	Iteration 0F: 2 clusters Score -8102884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8064364.500000 Penalty: 5438.290039
	Iteration 0F: 3 clusters Score -8064364 nChanged 26666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8079785.500000 Penalty: 5438.290039
	Iteration 1F: 3 clusters Score -8079786 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -8081091.000000 Penalty: 5438.290039
	Iteration 2F: 3 clusters Score -8081091 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -8082551.000000 Penalty: 5438.290039
	Iteration 3F: 3 clusters Score -8082551 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -8084148.500000 Penalty: 5438.290039
	Iteration 4F: 3 clusters Score -8084148 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -8085763.000000 Penalty: 5438.290039
	Iteration 5F: 3 clusters Score -8085763 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8087318.000000 Penalty: 5438.290039
	Iteration 6F: 3 clusters Score -8087318 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -8088778.000000 Penalty: 5438.290039
	Iteration 7F: 3 clusters Score -8088778 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -8090142.000000 Penalty: 5438.290039
	Iteration 8Q: 3 clusters Score -8090142 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -8091411.500000 Penalty: 5438.290039
	Iteration 9Q: 3 clusters Score -8091412 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8092594.500000 Penalty: 5438.290039
	Iteration 10Q: 3 clusters Score -8092594 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -8093726.500000 Penalty: 5438.290039
	Iteration 11Q: 3 clusters Score -8093726 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -8094877.000000 Penalty: 5438.290039
	Iteration 12Q: 3 clusters Score -8094877 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -8095967.000000 Penalty: 5438.290039
	Iteration 13Q: 3 clusters Score -8095967 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8097217.500000 Penalty: 5438.290039
	Iteration 14Q: 3 clusters Score -8097218 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -8098380.500000 Penalty: 5438.290039
	Iteration 15Q: 3 clusters Score -8098380 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -8099392.000000 Penalty: 5438.290039
	Iteration 16Q: 3 clusters Score -8099392 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -8100147.500000 Penalty: 5438.290039
	Iteration 17Q: 3 clusters Score -8100148 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -8100734.500000 Penalty: 5438.290039
	Iteration 18Q: 3 clusters Score -8100734 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -8101112.500000 Penalty: 5438.290039
	Iteration 19Q: 3 clusters Score -8101112 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -8101398.000000 Penalty: 5438.290039
	Iteration 20F: 3 clusters Score -8101398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -8101562.500000 Penalty: 5438.290039
	Iteration 21Q: 3 clusters Score -8101562 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -8101692.500000 Penalty: 5438.290039
	Iteration 22Q: 3 clusters Score -8101692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -8101768.000000 Penalty: 5438.290039
	Iteration 23Q: 3 clusters Score -8101768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -8101822.000000 Penalty: 5438.290039
	Iteration 24Q: 3 clusters Score -8101822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 55529 members 
Entering Unmasked Estep 
Score: -8101877.000000 Penalty: 5438.290039
	Iteration 25Q: 3 clusters Score -8101877 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -8101888.000000 Penalty: 5438.290039
	Iteration 26Q: 3 clusters Score -8101888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -8101920.500000 Penalty: 5438.290039
	Iteration 27Q: 3 clusters Score -8101920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -8101922.500000 Penalty: 5438.290039
	Iteration 28Q: 3 clusters Score -8101922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -8101921.500000 Penalty: 5438.290039
	Iteration 29Q: 3 clusters Score -8101922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -8101949.000000 Penalty: 5438.290039
	Iteration 30Q: 3 clusters Score -8101949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -8101945.000000 Penalty: 5438.290039
	Iteration 31Q: 3 clusters Score -8101945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -8101953.000000 Penalty: 5438.290039
	Iteration 32Q: 3 clusters Score -8101953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -8101965.000000 Penalty: 5438.290039
	Iteration 33Q: 3 clusters Score -8101965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -8101965.000000 Penalty: 5438.290039
	Iteration 34Q: 3 clusters Score -8101965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -8101975.500000 Penalty: 5438.290039
	Iteration 35Q: 3 clusters Score -8101976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -8101979.500000 Penalty: 5438.290039
	Iteration 36Q: 3 clusters Score -8101980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -8101991.500000 Penalty: 5438.290039
	Iteration 37Q: 3 clusters Score -8101992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -8101991.500000 Penalty: 5438.290039
	Iteration 38Q: 3 clusters Score -8101992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -8101993.000000 Penalty: 5438.290039
	Iteration 39Q: 3 clusters Score -8101993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -8101993.500000 Penalty: 5438.290039
	Iteration 40F: 3 clusters Score -8101994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -8101985.500000 Penalty: 5438.290039
	Iteration 41Q: 3 clusters Score -8101986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -8101988.000000 Penalty: 5438.290039
	Iteration 42Q: 3 clusters Score -8101988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -8101990.000000 Penalty: 5438.290039
	Iteration 43Q: 3 clusters Score -8101990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -8101999.500000 Penalty: 5438.290039
	Iteration 44Q: 3 clusters Score -8102000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -8102000.500000 Penalty: 5438.290039
	Iteration 45Q: 3 clusters Score -8102000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -8102001.000000 Penalty: 5438.290039
	Iteration 46Q: 3 clusters Score -8102001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 55881 members 
Entering Unmasked Estep 
Score: -8102000.500000 Penalty: 5438.290039
	Iteration 47Q: 3 clusters Score -8102000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -8101999.000000 Penalty: 5438.290039
	Iteration 48Q: 3 clusters Score -8101999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -8101997.000000 Penalty: 5438.290039
	Iteration 49Q: 3 clusters Score -8101997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -8101995.500000 Penalty: 5438.290039
	Iteration 50Q: 3 clusters Score -8101996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -8102009.000000 Penalty: 5438.290039
	Iteration 51Q: 3 clusters Score -8102009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -8102006.000000 Penalty: 5438.290039
	Iteration 52Q: 3 clusters Score -8102006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -8102008.500000 Penalty: 5438.290039
	Iteration 53Q: 3 clusters Score -8102008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -8102005.000000 Penalty: 5438.290039
	Iteration 54Q: 3 clusters Score -8102005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -8102005.000000 Penalty: 5438.290039
	Iteration 55F: 3 clusters Score -8102005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -21394.349609 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -21394.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20591.242188 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -20591.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21123.654297 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -21123.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21434.744141 Penalty: 2746.517822
	Iteration 2F: 3 clusters Score -21434.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -21601.382812 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -21601.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21632.132812 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -21632.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21655.003906 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -21655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21656.634766 Penalty: 2746.517822
	Iteration 6F: 3 clusters Score -21656.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21670.992188 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -21670.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21670.992188 Penalty: 2746.517822
	Iteration 8F: 3 clusters Score -21670.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 159 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 95 members 
Entering Unmasked Estep 
Score: -115056680.000000 Penalty: 158475.468750
Splitting cluster 28 changes total score from -115058128.000000 to -115056680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -463155.687500 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -463155.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -459833.937500 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -459833.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -460535.343750 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -460535.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -460731.312500 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -460731.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -460870.906250 Penalty: 3992.515869
	Iteration 3F: 3 clusters Score -460870.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -460975.375000 Penalty: 3992.515869
	Iteration 4Q: 3 clusters Score -460975.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -461063.718750 Penalty: 3992.515869
	Iteration 5Q: 3 clusters Score -461063.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -461126.562500 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -461126.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -461184.375000 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -461184.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -461241.156250 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -461241.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -461298.218750 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -461298.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -461357.843750 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -461357.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -461421.500000 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -461421.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -461469.343750 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -461469.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -461501.906250 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -461501.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -461523.031250 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -461523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -461545.281250 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -461545.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -461562.937500 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -461562.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -461576.906250 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -461576.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -461588.218750 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -461588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -461594.406250 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -461594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -461598.406250 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -461598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -461608.406250 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -461608.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -461611.031250 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -461611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -461613.562500 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -461613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -461615.562500 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -461615.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -461617.812500 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -461617.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -461619.875000 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -461619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -461622.343750 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -461622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -461625.718750 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -461625.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -461630.031250 Penalty: 3992.515869
	Iteration 29Q: 3 clusters Score -461630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -461631.250000 Penalty: 3992.515869
	Iteration 30Q: 3 clusters Score -461631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -461634.968750 Penalty: 3992.515869
	Iteration 31Q: 3 clusters Score -461635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -461637.968750 Penalty: 3992.515869
	Iteration 32Q: 3 clusters Score -461638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -461642.437500 Penalty: 3992.515869
	Iteration 33Q: 3 clusters Score -461642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -461648.125000 Penalty: 3992.515869
	Iteration 34Q: 3 clusters Score -461648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -461654.468750 Penalty: 3992.515869
	Iteration 35Q: 3 clusters Score -461654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -461656.968750 Penalty: 3992.515869
	Iteration 36Q: 3 clusters Score -461657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -461659.687500 Penalty: 3992.515869
	Iteration 37Q: 3 clusters Score -461659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -461661.250000 Penalty: 3992.515869
	Iteration 38Q: 3 clusters Score -461661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -461662.968750 Penalty: 3992.515869
	Iteration 39Q: 3 clusters Score -461663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -461667.062500 Penalty: 3992.515869
	Iteration 40F: 3 clusters Score -461667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -461669.500000 Penalty: 3992.515869
	Iteration 41Q: 3 clusters Score -461669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -461671.093750 Penalty: 3992.515869
	Iteration 42Q: 3 clusters Score -461671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -461671.093750 Penalty: 3992.515869
	Iteration 43F: 3 clusters Score -461671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Entering Unmasked Estep 
Score: -2225497.500000 Penalty: 2403.545654
	Iteration 0F: 2 clusters Score -2225498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2213879.000000 Penalty: 4807.091309
	Iteration 0F: 3 clusters Score -2213879 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2218056.000000 Penalty: 4807.091309
	Iteration 1F: 3 clusters Score -2218056 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2218760.500000 Penalty: 4807.091309
	Iteration 2F: 3 clusters Score -2218760 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2219384.000000 Penalty: 4807.091309
	Iteration 3F: 3 clusters Score -2219384 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2219972.750000 Penalty: 4807.091309
	Iteration 4F: 3 clusters Score -2219973 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2220463.500000 Penalty: 4807.091309
	Iteration 5F: 3 clusters Score -2220464 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2220840.250000 Penalty: 4807.091309
	Iteration 6Q: 3 clusters Score -2220840 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2221135.750000 Penalty: 4807.091309
	Iteration 7Q: 3 clusters Score -2221136 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2221398.750000 Penalty: 4807.091309
	Iteration 8Q: 3 clusters Score -2221399 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2221593.000000 Penalty: 4807.091309
	Iteration 9Q: 3 clusters Score -2221593 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2221773.000000 Penalty: 4807.091309
	Iteration 10Q: 3 clusters Score -2221773 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2221912.500000 Penalty: 4807.091309
	Iteration 11Q: 3 clusters Score -2221912 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2222031.500000 Penalty: 4807.091309
	Iteration 12Q: 3 clusters Score -2222032 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2222132.750000 Penalty: 4807.091309
	Iteration 13Q: 3 clusters Score -2222133 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -2222229.750000 Penalty: 4807.091309
	Iteration 14Q: 3 clusters Score -2222230 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2222339.500000 Penalty: 4807.091309
	Iteration 15Q: 3 clusters Score -2222340 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -2222430.750000 Penalty: 4807.091309
	Iteration 16Q: 3 clusters Score -2222431 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2222526.750000 Penalty: 4807.091309
	Iteration 17Q: 3 clusters Score -2222527 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2222646.250000 Penalty: 4807.091309
	Iteration 18Q: 3 clusters Score -2222646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2222756.250000 Penalty: 4807.091309
	Iteration 19Q: 3 clusters Score -2222756 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2222868.750000 Penalty: 4807.091309
	Iteration 20F: 3 clusters Score -2222869 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2222993.000000 Penalty: 4807.091309
	Iteration 21Q: 3 clusters Score -2222993 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2223133.000000 Penalty: 4807.091309
	Iteration 22Q: 3 clusters Score -2223133 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2223311.000000 Penalty: 4807.091309
	Iteration 23Q: 3 clusters Score -2223311 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2223497.750000 Penalty: 4807.091309
	Iteration 24Q: 3 clusters Score -2223498 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2223654.250000 Penalty: 4807.091309
	Iteration 25Q: 3 clusters Score -2223654 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -2223818.750000 Penalty: 4807.091309
	Iteration 26Q: 3 clusters Score -2223819 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2223948.500000 Penalty: 4807.091309
	Iteration 27Q: 3 clusters Score -2223948 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2224066.000000 Penalty: 4807.091309
	Iteration 28Q: 3 clusters Score -2224066 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2224129.250000 Penalty: 4807.091309
	Iteration 29Q: 3 clusters Score -2224129 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2224191.250000 Penalty: 4807.091309
	Iteration 30Q: 3 clusters Score -2224191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2224230.000000 Penalty: 4807.091309
	Iteration 31Q: 3 clusters Score -2224230 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2224258.000000 Penalty: 4807.091309
	Iteration 32Q: 3 clusters Score -2224258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2224290.500000 Penalty: 4807.091309
	Iteration 33Q: 3 clusters Score -2224290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2224308.000000 Penalty: 4807.091309
	Iteration 34Q: 3 clusters Score -2224308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2224332.750000 Penalty: 4807.091309
	Iteration 35Q: 3 clusters Score -2224333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2224356.500000 Penalty: 4807.091309
	Iteration 36Q: 3 clusters Score -2224356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2224368.750000 Penalty: 4807.091309
	Iteration 37Q: 3 clusters Score -2224369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2224378.750000 Penalty: 4807.091309
	Iteration 38Q: 3 clusters Score -2224379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2224389.750000 Penalty: 4807.091309
	Iteration 39Q: 3 clusters Score -2224390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2224394.500000 Penalty: 4807.091309
	Iteration 40F: 3 clusters Score -2224394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2224402.500000 Penalty: 4807.091309
	Iteration 41Q: 3 clusters Score -2224402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2224409.750000 Penalty: 4807.091309
	Iteration 42Q: 3 clusters Score -2224410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2224409.000000 Penalty: 4807.091309
	Iteration 43Q: 3 clusters Score -2224409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2224413.000000 Penalty: 4807.091309
	Iteration 44Q: 3 clusters Score -2224413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2224410.500000 Penalty: 4807.091309
	Iteration 45Q: 3 clusters Score -2224410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2224410.000000 Penalty: 4807.091309
	Iteration 46Q: 3 clusters Score -2224410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2224414.750000 Penalty: 4807.091309
	Iteration 47Q: 3 clusters Score -2224415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2224419.500000 Penalty: 4807.091309
	Iteration 48Q: 3 clusters Score -2224420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2224419.250000 Penalty: 4807.091309
	Iteration 49Q: 3 clusters Score -2224419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2224421.500000 Penalty: 4807.091309
	Iteration 50Q: 3 clusters Score -2224422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2224421.500000 Penalty: 4807.091309
	Iteration 51F: 3 clusters Score -2224422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -45793.445312 Penalty: 1467.218140
	Iteration 0F: 2 clusters Score -45793.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44462.636719 Penalty: 2934.436279
	Iteration 0F: 3 clusters Score -44462.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44778.390625 Penalty: 2934.436279
	Iteration 1F: 3 clusters Score -44778.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44917.308594 Penalty: 2934.436279
	Iteration 2F: 3 clusters Score -44917.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45057.714844 Penalty: 2934.436279
	Iteration 3F: 3 clusters Score -45057.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45236.261719 Penalty: 2934.436279
	Iteration 4F: 3 clusters Score -45236.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45517.859375 Penalty: 2934.436279
	Iteration 5Q: 3 clusters Score -45517.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45654.843750 Penalty: 2934.436279
	Iteration 6Q: 3 clusters Score -45654.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45727.007812 Penalty: 2934.436279
	Iteration 7Q: 3 clusters Score -45727.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45771.179688 Penalty: 2934.436279
	Iteration 8Q: 3 clusters Score -45771.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45791.042969 Penalty: 2934.436279
	Iteration 9Q: 3 clusters Score -45791.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45800.710938 Penalty: 2934.436279
	Iteration 10Q: 3 clusters Score -45800.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45810.503906 Penalty: 2934.436279
	Iteration 11Q: 3 clusters Score -45810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45814.410156 Penalty: 2934.436279
	Iteration 12F: 3 clusters Score -45814.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45866.050781 Penalty: 2934.436279
	Iteration 13Q: 3 clusters Score -45866.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45910.183594 Penalty: 2934.436279
	Iteration 14Q: 3 clusters Score -45910.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45973.394531 Penalty: 2934.436279
	Iteration 15Q: 3 clusters Score -45973.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45973.394531 Penalty: 2934.436279
	Iteration 16F: 3 clusters Score -45973.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 113 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 258 members 
Entering Unmasked Estep 
Score: -115056560.000000 Penalty: 158475.468750
Splitting cluster 31 changes total score from -115058128.000000 to -115056560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -1112706.000000 Penalty: 2216.625488
	Iteration 0F: 2 clusters Score -1112706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1106637.750000 Penalty: 4433.250977
	Iteration 0F: 3 clusters Score -1106638 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1108305.375000 Penalty: 4433.250977
	Iteration 1F: 3 clusters Score -1108305 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1108669.000000 Penalty: 4433.250977
	Iteration 2F: 3 clusters Score -1108669 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1108962.500000 Penalty: 4433.250977
	Iteration 3F: 3 clusters Score -1108962 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1109260.000000 Penalty: 4433.250977
	Iteration 4F: 3 clusters Score -1109260 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1109595.875000 Penalty: 4433.250977
	Iteration 5F: 3 clusters Score -1109596 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1109935.250000 Penalty: 4433.250977
	Iteration 6F: 3 clusters Score -1109935 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1110238.750000 Penalty: 4433.250977
	Iteration 7F: 3 clusters Score -1110239 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1110439.250000 Penalty: 4433.250977
	Iteration 8Q: 3 clusters Score -1110439 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1110588.375000 Penalty: 4433.250977
	Iteration 9Q: 3 clusters Score -1110588 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1110681.000000 Penalty: 4433.250977
	Iteration 10Q: 3 clusters Score -1110681 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1110735.875000 Penalty: 4433.250977
	Iteration 11Q: 3 clusters Score -1110736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1110784.625000 Penalty: 4433.250977
	Iteration 12Q: 3 clusters Score -1110785 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1110817.125000 Penalty: 4433.250977
	Iteration 13Q: 3 clusters Score -1110817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1110848.375000 Penalty: 4433.250977
	Iteration 14Q: 3 clusters Score -1110848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1110872.375000 Penalty: 4433.250977
	Iteration 15Q: 3 clusters Score -1110872 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1110894.000000 Penalty: 4433.250977
	Iteration 16Q: 3 clusters Score -1110894 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1110909.875000 Penalty: 4433.250977
	Iteration 17Q: 3 clusters Score -1110910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1110924.500000 Penalty: 4433.250977
	Iteration 18Q: 3 clusters Score -1110924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1110930.250000 Penalty: 4433.250977
	Iteration 19Q: 3 clusters Score -1110930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1110938.000000 Penalty: 4433.250977
	Iteration 20F: 3 clusters Score -1110938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1110943.000000 Penalty: 4433.250977
	Iteration 21Q: 3 clusters Score -1110943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1110945.500000 Penalty: 4433.250977
	Iteration 22Q: 3 clusters Score -1110946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1110947.375000 Penalty: 4433.250977
	Iteration 23Q: 3 clusters Score -1110947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1110954.500000 Penalty: 4433.250977
	Iteration 24Q: 3 clusters Score -1110954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1110959.375000 Penalty: 4433.250977
	Iteration 25Q: 3 clusters Score -1110959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1110962.000000 Penalty: 4433.250977
	Iteration 26Q: 3 clusters Score -1110962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1110961.250000 Penalty: 4433.250977
	Iteration 27Q: 3 clusters Score -1110961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1110964.000000 Penalty: 4433.250977
	Iteration 28Q: 3 clusters Score -1110964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1110968.375000 Penalty: 4433.250977
	Iteration 29Q: 3 clusters Score -1110968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1110969.375000 Penalty: 4433.250977
	Iteration 30Q: 3 clusters Score -1110969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1110972.125000 Penalty: 4433.250977
	Iteration 31Q: 3 clusters Score -1110972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1110973.125000 Penalty: 4433.250977
	Iteration 32Q: 3 clusters Score -1110973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1110973.000000 Penalty: 4433.250977
	Iteration 33Q: 3 clusters Score -1110973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1110974.500000 Penalty: 4433.250977
	Iteration 34Q: 3 clusters Score -1110974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1110975.125000 Penalty: 4433.250977
	Iteration 35Q: 3 clusters Score -1110975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1110977.750000 Penalty: 4433.250977
	Iteration 36Q: 3 clusters Score -1110978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1110981.125000 Penalty: 4433.250977
	Iteration 37Q: 3 clusters Score -1110981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1110983.625000 Penalty: 4433.250977
	Iteration 38Q: 3 clusters Score -1110984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1110983.250000 Penalty: 4433.250977
	Iteration 39Q: 3 clusters Score -1110983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1110986.750000 Penalty: 4433.250977
	Iteration 40F: 3 clusters Score -1110987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1110987.625000 Penalty: 4433.250977
	Iteration 41Q: 3 clusters Score -1110988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1110990.500000 Penalty: 4433.250977
	Iteration 42Q: 3 clusters Score -1110990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1110990.000000 Penalty: 4433.250977
	Iteration 43Q: 3 clusters Score -1110990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1110993.125000 Penalty: 4433.250977
	Iteration 44Q: 3 clusters Score -1110993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1110992.875000 Penalty: 4433.250977
	Iteration 45Q: 3 clusters Score -1110993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1110993.500000 Penalty: 4433.250977
	Iteration 46Q: 3 clusters Score -1110994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1110992.750000 Penalty: 4433.250977
	Iteration 47Q: 3 clusters Score -1110993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1110992.750000 Penalty: 4433.250977
	Iteration 48F: 3 clusters Score -1110993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -910553.875000 Penalty: 2172.008301
	Iteration 0F: 2 clusters Score -910553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -905235.312500 Penalty: 4344.016602
	Iteration 0F: 3 clusters Score -905235.3 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -906618.812500 Penalty: 4344.016602
	Iteration 1F: 3 clusters Score -906618.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -906872.562500 Penalty: 4344.016602
	Iteration 2F: 3 clusters Score -906872.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -907026.750000 Penalty: 4344.016602
	Iteration 3Q: 3 clusters Score -907026.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -907163.500000 Penalty: 4344.016602
	Iteration 4Q: 3 clusters Score -907163.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -907292.375000 Penalty: 4344.016602
	Iteration 5Q: 3 clusters Score -907292.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -907383.125000 Penalty: 4344.016602
	Iteration 6Q: 3 clusters Score -907383.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -907464.875000 Penalty: 4344.016602
	Iteration 7Q: 3 clusters Score -907464.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -907556.437500 Penalty: 4344.016602
	Iteration 8Q: 3 clusters Score -907556.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -907680.437500 Penalty: 4344.016602
	Iteration 9Q: 3 clusters Score -907680.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -907858.000000 Penalty: 4344.016602
	Iteration 10Q: 3 clusters Score -907858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -908088.812500 Penalty: 4344.016602
	Iteration 11Q: 3 clusters Score -908088.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -908425.000000 Penalty: 4344.016602
	Iteration 12F: 3 clusters Score -908425 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -908783.687500 Penalty: 4344.016602
	Iteration 13F: 3 clusters Score -908783.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -909075.687500 Penalty: 4344.016602
	Iteration 14F: 3 clusters Score -909075.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -909285.000000 Penalty: 4344.016602
	Iteration 15Q: 3 clusters Score -909285 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -909414.687500 Penalty: 4344.016602
	Iteration 16Q: 3 clusters Score -909414.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -909492.500000 Penalty: 4344.016602
	Iteration 17Q: 3 clusters Score -909492.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -909537.187500 Penalty: 4344.016602
	Iteration 18Q: 3 clusters Score -909537.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -909571.000000 Penalty: 4344.016602
	Iteration 19Q: 3 clusters Score -909571 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -909592.437500 Penalty: 4344.016602
	Iteration 20F: 3 clusters Score -909592.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -909604.625000 Penalty: 4344.016602
	Iteration 21Q: 3 clusters Score -909604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -909616.375000 Penalty: 4344.016602
	Iteration 22Q: 3 clusters Score -909616.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -909625.187500 Penalty: 4344.016602
	Iteration 23Q: 3 clusters Score -909625.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -909631.375000 Penalty: 4344.016602
	Iteration 24Q: 3 clusters Score -909631.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -909635.687500 Penalty: 4344.016602
	Iteration 25Q: 3 clusters Score -909635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -909638.312500 Penalty: 4344.016602
	Iteration 26Q: 3 clusters Score -909638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -909645.312500 Penalty: 4344.016602
	Iteration 27Q: 3 clusters Score -909645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -909657.500000 Penalty: 4344.016602
	Iteration 28Q: 3 clusters Score -909657.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -909673.250000 Penalty: 4344.016602
	Iteration 29Q: 3 clusters Score -909673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -909688.000000 Penalty: 4344.016602
	Iteration 30Q: 3 clusters Score -909688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -909696.437500 Penalty: 4344.016602
	Iteration 31Q: 3 clusters Score -909696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -909705.125000 Penalty: 4344.016602
	Iteration 32Q: 3 clusters Score -909705.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -909706.250000 Penalty: 4344.016602
	Iteration 33Q: 3 clusters Score -909706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -909707.000000 Penalty: 4344.016602
	Iteration 34Q: 3 clusters Score -909707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -909709.437500 Penalty: 4344.016602
	Iteration 35Q: 3 clusters Score -909709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -909709.937500 Penalty: 4344.016602
	Iteration 36Q: 3 clusters Score -909709.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -909709.000000 Penalty: 4344.016602
	Iteration 37Q: 3 clusters Score -909709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -909712.625000 Penalty: 4344.016602
	Iteration 38Q: 3 clusters Score -909712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -909713.000000 Penalty: 4344.016602
	Iteration 39Q: 3 clusters Score -909713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -909713.687500 Penalty: 4344.016602
	Iteration 40F: 3 clusters Score -909713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -909714.437500 Penalty: 4344.016602
	Iteration 41Q: 3 clusters Score -909714.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -909714.437500 Penalty: 4344.016602
	Iteration 42F: 3 clusters Score -909714.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Entering Unmasked Estep 
Score: -4835168.000000 Penalty: 2576.440186
	Iteration 0F: 2 clusters Score -4835168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4812944.500000 Penalty: 5152.880371
	Iteration 0F: 3 clusters Score -4812944 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4821176.500000 Penalty: 5152.880371
	Iteration 1F: 3 clusters Score -4821176 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -4821673.500000 Penalty: 5152.880371
	Iteration 2Q: 3 clusters Score -4821674 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -4822151.000000 Penalty: 5152.880371
	Iteration 3Q: 3 clusters Score -4822151 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4822715.000000 Penalty: 5152.880371
	Iteration 4Q: 3 clusters Score -4822715 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4823355.500000 Penalty: 5152.880371
	Iteration 5Q: 3 clusters Score -4823356 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4824203.500000 Penalty: 5152.880371
	Iteration 6Q: 3 clusters Score -4824204 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -4825116.000000 Penalty: 5152.880371
	Iteration 7F: 3 clusters Score -4825116 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4825920.000000 Penalty: 5152.880371
	Iteration 8Q: 3 clusters Score -4825920 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -4826666.000000 Penalty: 5152.880371
	Iteration 9Q: 3 clusters Score -4826666 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4827314.000000 Penalty: 5152.880371
	Iteration 10Q: 3 clusters Score -4827314 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4827913.500000 Penalty: 5152.880371
	Iteration 11Q: 3 clusters Score -4827914 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -4828448.000000 Penalty: 5152.880371
	Iteration 12Q: 3 clusters Score -4828448 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4828944.000000 Penalty: 5152.880371
	Iteration 13Q: 3 clusters Score -4828944 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4829328.000000 Penalty: 5152.880371
	Iteration 14Q: 3 clusters Score -4829328 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -4829582.000000 Penalty: 5152.880371
	Iteration 15Q: 3 clusters Score -4829582 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4829752.000000 Penalty: 5152.880371
	Iteration 16Q: 3 clusters Score -4829752 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -4829859.000000 Penalty: 5152.880371
	Iteration 17Q: 3 clusters Score -4829859 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -4829923.500000 Penalty: 5152.880371
	Iteration 18Q: 3 clusters Score -4829924 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4829995.500000 Penalty: 5152.880371
	Iteration 19Q: 3 clusters Score -4829996 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4830075.000000 Penalty: 5152.880371
	Iteration 20F: 3 clusters Score -4830075 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -4830147.000000 Penalty: 5152.880371
	Iteration 21Q: 3 clusters Score -4830147 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -4830196.000000 Penalty: 5152.880371
	Iteration 22Q: 3 clusters Score -4830196 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -4830272.000000 Penalty: 5152.880371
	Iteration 23Q: 3 clusters Score -4830272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4830309.000000 Penalty: 5152.880371
	Iteration 24Q: 3 clusters Score -4830309 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -4830361.500000 Penalty: 5152.880371
	Iteration 25Q: 3 clusters Score -4830362 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4830410.000000 Penalty: 5152.880371
	Iteration 26Q: 3 clusters Score -4830410 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4830476.000000 Penalty: 5152.880371
	Iteration 27Q: 3 clusters Score -4830476 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4830539.500000 Penalty: 5152.880371
	Iteration 28Q: 3 clusters Score -4830540 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4830605.000000 Penalty: 5152.880371
	Iteration 29Q: 3 clusters Score -4830605 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4830697.000000 Penalty: 5152.880371
	Iteration 30Q: 3 clusters Score -4830697 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4830774.000000 Penalty: 5152.880371
	Iteration 31Q: 3 clusters Score -4830774 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -4830849.000000 Penalty: 5152.880371
	Iteration 32Q: 3 clusters Score -4830849 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4830941.000000 Penalty: 5152.880371
	Iteration 33Q: 3 clusters Score -4830941 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -4831043.000000 Penalty: 5152.880371
	Iteration 34Q: 3 clusters Score -4831043 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -4831125.000000 Penalty: 5152.880371
	Iteration 35Q: 3 clusters Score -4831125 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4831201.500000 Penalty: 5152.880371
	Iteration 36Q: 3 clusters Score -4831202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4831270.500000 Penalty: 5152.880371
	Iteration 37Q: 3 clusters Score -4831270 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4831362.000000 Penalty: 5152.880371
	Iteration 38Q: 3 clusters Score -4831362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4831475.500000 Penalty: 5152.880371
	Iteration 39Q: 3 clusters Score -4831476 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4831581.000000 Penalty: 5152.880371
	Iteration 40F: 3 clusters Score -4831581 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4831657.000000 Penalty: 5152.880371
	Iteration 41Q: 3 clusters Score -4831657 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4831741.000000 Penalty: 5152.880371
	Iteration 42Q: 3 clusters Score -4831741 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4831825.500000 Penalty: 5152.880371
	Iteration 43Q: 3 clusters Score -4831826 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4831911.000000 Penalty: 5152.880371
	Iteration 44Q: 3 clusters Score -4831911 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4831990.000000 Penalty: 5152.880371
	Iteration 45Q: 3 clusters Score -4831990 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4832078.500000 Penalty: 5152.880371
	Iteration 46Q: 3 clusters Score -4832078 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4832165.000000 Penalty: 5152.880371
	Iteration 47Q: 3 clusters Score -4832165 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4832241.000000 Penalty: 5152.880371
	Iteration 48Q: 3 clusters Score -4832241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4832303.000000 Penalty: 5152.880371
	Iteration 49Q: 3 clusters Score -4832303 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4832376.000000 Penalty: 5152.880371
	Iteration 50Q: 3 clusters Score -4832376 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4832430.000000 Penalty: 5152.880371
	Iteration 51Q: 3 clusters Score -4832430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4832501.500000 Penalty: 5152.880371
	Iteration 52Q: 3 clusters Score -4832502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4832546.500000 Penalty: 5152.880371
	Iteration 53Q: 3 clusters Score -4832546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4832592.500000 Penalty: 5152.880371
	Iteration 54Q: 3 clusters Score -4832592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4832631.500000 Penalty: 5152.880371
	Iteration 55Q: 3 clusters Score -4832632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4832678.000000 Penalty: 5152.880371
	Iteration 56Q: 3 clusters Score -4832678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4832708.500000 Penalty: 5152.880371
	Iteration 57Q: 3 clusters Score -4832708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4832739.000000 Penalty: 5152.880371
	Iteration 58Q: 3 clusters Score -4832739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4832769.500000 Penalty: 5152.880371
	Iteration 59Q: 3 clusters Score -4832770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4832786.000000 Penalty: 5152.880371
	Iteration 60F: 3 clusters Score -4832786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4832797.000000 Penalty: 5152.880371
	Iteration 61Q: 3 clusters Score -4832797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4832821.000000 Penalty: 5152.880371
	Iteration 62Q: 3 clusters Score -4832821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4832835.000000 Penalty: 5152.880371
	Iteration 63Q: 3 clusters Score -4832835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4832846.500000 Penalty: 5152.880371
	Iteration 64Q: 3 clusters Score -4832846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4832858.500000 Penalty: 5152.880371
	Iteration 65Q: 3 clusters Score -4832858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4832866.000000 Penalty: 5152.880371
	Iteration 66Q: 3 clusters Score -4832866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4832870.000000 Penalty: 5152.880371
	Iteration 67Q: 3 clusters Score -4832870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4832874.500000 Penalty: 5152.880371
	Iteration 68Q: 3 clusters Score -4832874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4832885.500000 Penalty: 5152.880371
	Iteration 69Q: 3 clusters Score -4832886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4832887.000000 Penalty: 5152.880371
	Iteration 70Q: 3 clusters Score -4832887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4832895.000000 Penalty: 5152.880371
	Iteration 71Q: 3 clusters Score -4832895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4832899.000000 Penalty: 5152.880371
	Iteration 72Q: 3 clusters Score -4832899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4832899.000000 Penalty: 5152.880371
	Iteration 73Q: 3 clusters Score -4832899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4832899.500000 Penalty: 5152.880371
	Iteration 74Q: 3 clusters Score -4832900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4832899.500000 Penalty: 5152.880371
	Iteration 75Q: 3 clusters Score -4832900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4832899.500000 Penalty: 5152.880371
	Iteration 76Q: 3 clusters Score -4832900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4832905.500000 Penalty: 5152.880371
	Iteration 77Q: 3 clusters Score -4832906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4832910.000000 Penalty: 5152.880371
	Iteration 78Q: 3 clusters Score -4832910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4832907.500000 Penalty: 5152.880371
	Iteration 79Q: 3 clusters Score -4832908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4832908.500000 Penalty: 5152.880371
	Iteration 80F: 3 clusters Score -4832908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4832907.500000 Penalty: 5152.880371
	Iteration 81Q: 3 clusters Score -4832908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4832908.500000 Penalty: 5152.880371
	Iteration 82Q: 3 clusters Score -4832908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4832907.000000 Penalty: 5152.880371
	Iteration 83Q: 3 clusters Score -4832907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4832911.000000 Penalty: 5152.880371
	Iteration 84Q: 3 clusters Score -4832911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4832914.000000 Penalty: 5152.880371
	Iteration 85Q: 3 clusters Score -4832914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4832921.000000 Penalty: 5152.880371
	Iteration 86Q: 3 clusters Score -4832921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4832925.500000 Penalty: 5152.880371
	Iteration 87Q: 3 clusters Score -4832926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4832936.000000 Penalty: 5152.880371
	Iteration 88Q: 3 clusters Score -4832936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4832934.000000 Penalty: 5152.880371
	Iteration 89Q: 3 clusters Score -4832934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4832938.000000 Penalty: 5152.880371
	Iteration 90Q: 3 clusters Score -4832938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4832939.000000 Penalty: 5152.880371
	Iteration 91Q: 3 clusters Score -4832939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4832939.000000 Penalty: 5152.880371
	Iteration 92F: 3 clusters Score -4832939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -1587494.625000 Penalty: 2305.673096
	Iteration 0F: 2 clusters Score -1587495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1579312.500000 Penalty: 4611.346191
	Iteration 0F: 3 clusters Score -1579312 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1581859.250000 Penalty: 4611.346191
	Iteration 1F: 3 clusters Score -1581859 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1582449.375000 Penalty: 4611.346191
	Iteration 2F: 3 clusters Score -1582449 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1583038.875000 Penalty: 4611.346191
	Iteration 3F: 3 clusters Score -1583039 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1583549.250000 Penalty: 4611.346191
	Iteration 4F: 3 clusters Score -1583549 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1583950.250000 Penalty: 4611.346191
	Iteration 5F: 3 clusters Score -1583950 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1584201.000000 Penalty: 4611.346191
	Iteration 6Q: 3 clusters Score -1584201 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1584364.875000 Penalty: 4611.346191
	Iteration 7Q: 3 clusters Score -1584365 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1584479.500000 Penalty: 4611.346191
	Iteration 8Q: 3 clusters Score -1584480 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1584565.875000 Penalty: 4611.346191
	Iteration 9Q: 3 clusters Score -1584566 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1584642.875000 Penalty: 4611.346191
	Iteration 10Q: 3 clusters Score -1584643 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1584680.500000 Penalty: 4611.346191
	Iteration 11Q: 3 clusters Score -1584680 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1584714.750000 Penalty: 4611.346191
	Iteration 12Q: 3 clusters Score -1584715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1584742.250000 Penalty: 4611.346191
	Iteration 13Q: 3 clusters Score -1584742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1584759.625000 Penalty: 4611.346191
	Iteration 14Q: 3 clusters Score -1584760 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1584775.125000 Penalty: 4611.346191
	Iteration 15Q: 3 clusters Score -1584775 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1584786.000000 Penalty: 4611.346191
	Iteration 16Q: 3 clusters Score -1584786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1584795.875000 Penalty: 4611.346191
	Iteration 17Q: 3 clusters Score -1584796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1584808.500000 Penalty: 4611.346191
	Iteration 18Q: 3 clusters Score -1584808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1584811.750000 Penalty: 4611.346191
	Iteration 19Q: 3 clusters Score -1584812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1584815.375000 Penalty: 4611.346191
	Iteration 20F: 3 clusters Score -1584815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1584823.125000 Penalty: 4611.346191
	Iteration 21Q: 3 clusters Score -1584823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1584823.875000 Penalty: 4611.346191
	Iteration 22Q: 3 clusters Score -1584824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1584824.625000 Penalty: 4611.346191
	Iteration 23Q: 3 clusters Score -1584825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1584838.250000 Penalty: 4611.346191
	Iteration 24Q: 3 clusters Score -1584838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1584835.000000 Penalty: 4611.346191
	Iteration 25Q: 3 clusters Score -1584835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1584840.750000 Penalty: 4611.346191
	Iteration 26Q: 3 clusters Score -1584841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1584842.875000 Penalty: 4611.346191
	Iteration 27Q: 3 clusters Score -1584843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1584844.875000 Penalty: 4611.346191
	Iteration 28Q: 3 clusters Score -1584845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1584843.500000 Penalty: 4611.346191
	Iteration 29Q: 3 clusters Score -1584844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1584845.750000 Penalty: 4611.346191
	Iteration 30Q: 3 clusters Score -1584846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1584848.250000 Penalty: 4611.346191
	Iteration 31Q: 3 clusters Score -1584848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1584843.000000 Penalty: 4611.346191
	Iteration 32Q: 3 clusters Score -1584843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1584845.000000 Penalty: 4611.346191
	Iteration 33Q: 3 clusters Score -1584845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1584848.000000 Penalty: 4611.346191
	Iteration 34Q: 3 clusters Score -1584848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1584846.250000 Penalty: 4611.346191
	Iteration 35Q: 3 clusters Score -1584846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1584843.125000 Penalty: 4611.346191
	Iteration 36Q: 3 clusters Score -1584843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1584846.750000 Penalty: 4611.346191
	Iteration 37Q: 3 clusters Score -1584847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1584846.875000 Penalty: 4611.346191
	Iteration 38Q: 3 clusters Score -1584847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1584845.250000 Penalty: 4611.346191
	Iteration 39Q: 3 clusters Score -1584845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1584848.250000 Penalty: 4611.346191
	Iteration 40F: 3 clusters Score -1584848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1584847.250000 Penalty: 4611.346191
	Iteration 41Q: 3 clusters Score -1584847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1584852.250000 Penalty: 4611.346191
	Iteration 42Q: 3 clusters Score -1584852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1584851.125000 Penalty: 4611.346191
	Iteration 43Q: 3 clusters Score -1584851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1584851.500000 Penalty: 4611.346191
	Iteration 44Q: 3 clusters Score -1584852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1584851.625000 Penalty: 4611.346191
	Iteration 45Q: 3 clusters Score -1584852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1584854.250000 Penalty: 4611.346191
	Iteration 46Q: 3 clusters Score -1584854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1584858.000000 Penalty: 4611.346191
	Iteration 47Q: 3 clusters Score -1584858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1584859.375000 Penalty: 4611.346191
	Iteration 48Q: 3 clusters Score -1584859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1584859.875000 Penalty: 4611.346191
	Iteration 49Q: 3 clusters Score -1584860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1584861.500000 Penalty: 4611.346191
	Iteration 50Q: 3 clusters Score -1584862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1584866.000000 Penalty: 4611.346191
	Iteration 51Q: 3 clusters Score -1584866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1584868.750000 Penalty: 4611.346191
	Iteration 52Q: 3 clusters Score -1584869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1584869.750000 Penalty: 4611.346191
	Iteration 53Q: 3 clusters Score -1584870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1584873.375000 Penalty: 4611.346191
	Iteration 54Q: 3 clusters Score -1584873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1584875.500000 Penalty: 4611.346191
	Iteration 55Q: 3 clusters Score -1584876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1584876.750000 Penalty: 4611.346191
	Iteration 56Q: 3 clusters Score -1584877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1584881.125000 Penalty: 4611.346191
	Iteration 57Q: 3 clusters Score -1584881 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1584885.375000 Penalty: 4611.346191
	Iteration 58Q: 3 clusters Score -1584885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1584895.625000 Penalty: 4611.346191
	Iteration 59Q: 3 clusters Score -1584896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1584904.250000 Penalty: 4611.346191
	Iteration 60F: 3 clusters Score -1584904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1584916.250000 Penalty: 4611.346191
	Iteration 61Q: 3 clusters Score -1584916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1584937.750000 Penalty: 4611.346191
	Iteration 62Q: 3 clusters Score -1584938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1584949.875000 Penalty: 4611.346191
	Iteration 63Q: 3 clusters Score -1584950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1584972.125000 Penalty: 4611.346191
	Iteration 64Q: 3 clusters Score -1584972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1584993.375000 Penalty: 4611.346191
	Iteration 65Q: 3 clusters Score -1584993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1585022.125000 Penalty: 4611.346191
	Iteration 66Q: 3 clusters Score -1585022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1585070.625000 Penalty: 4611.346191
	Iteration 67Q: 3 clusters Score -1585071 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1585121.250000 Penalty: 4611.346191
	Iteration 68Q: 3 clusters Score -1585121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1585190.000000 Penalty: 4611.346191
	Iteration 69Q: 3 clusters Score -1585190 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1585259.750000 Penalty: 4611.346191
	Iteration 70Q: 3 clusters Score -1585260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1585323.750000 Penalty: 4611.346191
	Iteration 71Q: 3 clusters Score -1585324 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1585396.625000 Penalty: 4611.346191
	Iteration 72Q: 3 clusters Score -1585397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1585470.625000 Penalty: 4611.346191
	Iteration 73Q: 3 clusters Score -1585471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1585521.250000 Penalty: 4611.346191
	Iteration 74Q: 3 clusters Score -1585521 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1585584.625000 Penalty: 4611.346191
	Iteration 75Q: 3 clusters Score -1585585 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1585629.250000 Penalty: 4611.346191
	Iteration 76Q: 3 clusters Score -1585629 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1585671.750000 Penalty: 4611.346191
	Iteration 77Q: 3 clusters Score -1585672 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1585721.250000 Penalty: 4611.346191
	Iteration 78Q: 3 clusters Score -1585721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1585761.250000 Penalty: 4611.346191
	Iteration 79Q: 3 clusters Score -1585761 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1585805.375000 Penalty: 4611.346191
	Iteration 80F: 3 clusters Score -1585805 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1585836.500000 Penalty: 4611.346191
	Iteration 81Q: 3 clusters Score -1585836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1585859.625000 Penalty: 4611.346191
	Iteration 82Q: 3 clusters Score -1585860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1585882.875000 Penalty: 4611.346191
	Iteration 83Q: 3 clusters Score -1585883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1585891.375000 Penalty: 4611.346191
	Iteration 84Q: 3 clusters Score -1585891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1585896.250000 Penalty: 4611.346191
	Iteration 85Q: 3 clusters Score -1585896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1585901.625000 Penalty: 4611.346191
	Iteration 86Q: 3 clusters Score -1585902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1585909.875000 Penalty: 4611.346191
	Iteration 87Q: 3 clusters Score -1585910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1585910.125000 Penalty: 4611.346191
	Iteration 88Q: 3 clusters Score -1585910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1585910.625000 Penalty: 4611.346191
	Iteration 89Q: 3 clusters Score -1585911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1585910.375000 Penalty: 4611.346191
	Iteration 90Q: 3 clusters Score -1585910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1585909.500000 Penalty: 4611.346191
	Iteration 91Q: 3 clusters Score -1585910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1585910.625000 Penalty: 4611.346191
	Iteration 92Q: 3 clusters Score -1585911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1585912.250000 Penalty: 4611.346191
	Iteration 93Q: 3 clusters Score -1585912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1585917.250000 Penalty: 4611.346191
	Iteration 94Q: 3 clusters Score -1585917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1585919.500000 Penalty: 4611.346191
	Iteration 95Q: 3 clusters Score -1585920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1585918.625000 Penalty: 4611.346191
	Iteration 96Q: 3 clusters Score -1585919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1585919.250000 Penalty: 4611.346191
	Iteration 97Q: 3 clusters Score -1585919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1585921.750000 Penalty: 4611.346191
	Iteration 98Q: 3 clusters Score -1585922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1585921.000000 Penalty: 4611.346191
	Iteration 99Q: 3 clusters Score -1585921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1585921.875000 Penalty: 4611.346191
	Iteration 100F: 3 clusters Score -1585922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1585922.500000 Penalty: 4611.346191
	Iteration 101Q: 3 clusters Score -1585922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1585922.250000 Penalty: 4611.346191
	Iteration 102Q: 3 clusters Score -1585922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1585919.500000 Penalty: 4611.346191
	Iteration 103Q: 3 clusters Score -1585920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1585920.000000 Penalty: 4611.346191
	Iteration 104Q: 3 clusters Score -1585920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1585920.750000 Penalty: 4611.346191
	Iteration 105Q: 3 clusters Score -1585921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1585920.750000 Penalty: 4611.346191
	Iteration 106F: 3 clusters Score -1585921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (31201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Entering Unmasked Estep 
Score: -4654219.500000 Penalty: 2566.354980
	Iteration 0F: 2 clusters Score -4654220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4632813.500000 Penalty: 5132.709961
	Iteration 0F: 3 clusters Score -4632814 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -4640877.000000 Penalty: 5132.709961
	Iteration 1F: 3 clusters Score -4640877 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4641425.500000 Penalty: 5132.709961
	Iteration 2F: 3 clusters Score -4641426 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4642035.000000 Penalty: 5132.709961
	Iteration 3Q: 3 clusters Score -4642035 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4642675.000000 Penalty: 5132.709961
	Iteration 4Q: 3 clusters Score -4642675 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4643485.000000 Penalty: 5132.709961
	Iteration 5Q: 3 clusters Score -4643485 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4644495.500000 Penalty: 5132.709961
	Iteration 6F: 3 clusters Score -4644496 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -4645760.000000 Penalty: 5132.709961
	Iteration 7F: 3 clusters Score -4645760 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4647251.000000 Penalty: 5132.709961
	Iteration 8F: 3 clusters Score -4647251 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4648624.500000 Penalty: 5132.709961
	Iteration 9F: 3 clusters Score -4648624 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -4649753.000000 Penalty: 5132.709961
	Iteration 10Q: 3 clusters Score -4649753 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4650532.500000 Penalty: 5132.709961
	Iteration 11Q: 3 clusters Score -4650532 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4651032.000000 Penalty: 5132.709961
	Iteration 12Q: 3 clusters Score -4651032 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4651323.000000 Penalty: 5132.709961
	Iteration 13Q: 3 clusters Score -4651323 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4651512.000000 Penalty: 5132.709961
	Iteration 14Q: 3 clusters Score -4651512 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4651658.500000 Penalty: 5132.709961
	Iteration 15Q: 3 clusters Score -4651658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4651786.500000 Penalty: 5132.709961
	Iteration 16Q: 3 clusters Score -4651786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4651871.500000 Penalty: 5132.709961
	Iteration 17Q: 3 clusters Score -4651872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4651983.500000 Penalty: 5132.709961
	Iteration 18Q: 3 clusters Score -4651984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4652089.000000 Penalty: 5132.709961
	Iteration 19Q: 3 clusters Score -4652089 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4652162.500000 Penalty: 5132.709961
	Iteration 20F: 3 clusters Score -4652162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4652237.000000 Penalty: 5132.709961
	Iteration 21Q: 3 clusters Score -4652237 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4652275.000000 Penalty: 5132.709961
	Iteration 22Q: 3 clusters Score -4652275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4652311.000000 Penalty: 5132.709961
	Iteration 23Q: 3 clusters Score -4652311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4652332.500000 Penalty: 5132.709961
	Iteration 24Q: 3 clusters Score -4652332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4652354.000000 Penalty: 5132.709961
	Iteration 25Q: 3 clusters Score -4652354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4652380.000000 Penalty: 5132.709961
	Iteration 26Q: 3 clusters Score -4652380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4652416.000000 Penalty: 5132.709961
	Iteration 27Q: 3 clusters Score -4652416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4652433.000000 Penalty: 5132.709961
	Iteration 28Q: 3 clusters Score -4652433 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4652460.000000 Penalty: 5132.709961
	Iteration 29Q: 3 clusters Score -4652460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4652482.500000 Penalty: 5132.709961
	Iteration 30Q: 3 clusters Score -4652482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4652497.000000 Penalty: 5132.709961
	Iteration 31Q: 3 clusters Score -4652497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4652499.000000 Penalty: 5132.709961
	Iteration 32Q: 3 clusters Score -4652499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4652504.000000 Penalty: 5132.709961
	Iteration 33Q: 3 clusters Score -4652504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4652501.500000 Penalty: 5132.709961
	Iteration 34Q: 3 clusters Score -4652502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4652501.000000 Penalty: 5132.709961
	Iteration 35Q: 3 clusters Score -4652501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4652509.000000 Penalty: 5132.709961
	Iteration 36Q: 3 clusters Score -4652509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4652514.500000 Penalty: 5132.709961
	Iteration 37Q: 3 clusters Score -4652514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4652514.500000 Penalty: 5132.709961
	Iteration 38Q: 3 clusters Score -4652514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4652515.500000 Penalty: 5132.709961
	Iteration 39Q: 3 clusters Score -4652516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4652515.500000 Penalty: 5132.709961
	Iteration 40F: 3 clusters Score -4652516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Entering Unmasked Estep 
Score: -1113079.500000 Penalty: 2213.809326
	Iteration 0F: 2 clusters Score -1113080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1106973.125000 Penalty: 4427.618652
	Iteration 0F: 3 clusters Score -1106973 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1108666.625000 Penalty: 4427.618652
	Iteration 1F: 3 clusters Score -1108667 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1108989.750000 Penalty: 4427.618652
	Iteration 2F: 3 clusters Score -1108990 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1109232.750000 Penalty: 4427.618652
	Iteration 3F: 3 clusters Score -1109233 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1109417.125000 Penalty: 4427.618652
	Iteration 4Q: 3 clusters Score -1109417 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1109580.375000 Penalty: 4427.618652
	Iteration 5Q: 3 clusters Score -1109580 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1109741.375000 Penalty: 4427.618652
	Iteration 6Q: 3 clusters Score -1109741 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1109907.000000 Penalty: 4427.618652
	Iteration 7Q: 3 clusters Score -1109907 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1110079.250000 Penalty: 4427.618652
	Iteration 8Q: 3 clusters Score -1110079 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1110215.125000 Penalty: 4427.618652
	Iteration 9Q: 3 clusters Score -1110215 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1110338.250000 Penalty: 4427.618652
	Iteration 10Q: 3 clusters Score -1110338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1110481.875000 Penalty: 4427.618652
	Iteration 11Q: 3 clusters Score -1110482 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1110610.875000 Penalty: 4427.618652
	Iteration 12Q: 3 clusters Score -1110611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1110719.000000 Penalty: 4427.618652
	Iteration 13Q: 3 clusters Score -1110719 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1110813.000000 Penalty: 4427.618652
	Iteration 14Q: 3 clusters Score -1110813 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1110892.625000 Penalty: 4427.618652
	Iteration 15Q: 3 clusters Score -1110893 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1110970.000000 Penalty: 4427.618652
	Iteration 16Q: 3 clusters Score -1110970 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1111029.125000 Penalty: 4427.618652
	Iteration 17Q: 3 clusters Score -1111029 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1111088.250000 Penalty: 4427.618652
	Iteration 18Q: 3 clusters Score -1111088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1111136.875000 Penalty: 4427.618652
	Iteration 19Q: 3 clusters Score -1111137 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1111177.250000 Penalty: 4427.618652
	Iteration 20F: 3 clusters Score -1111177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1111212.875000 Penalty: 4427.618652
	Iteration 21Q: 3 clusters Score -1111213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1111237.125000 Penalty: 4427.618652
	Iteration 22Q: 3 clusters Score -1111237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1111260.000000 Penalty: 4427.618652
	Iteration 23Q: 3 clusters Score -1111260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1111283.250000 Penalty: 4427.618652
	Iteration 24Q: 3 clusters Score -1111283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1111297.375000 Penalty: 4427.618652
	Iteration 25Q: 3 clusters Score -1111297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1111304.000000 Penalty: 4427.618652
	Iteration 26Q: 3 clusters Score -1111304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1111318.500000 Penalty: 4427.618652
	Iteration 27Q: 3 clusters Score -1111318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1111324.375000 Penalty: 4427.618652
	Iteration 28Q: 3 clusters Score -1111324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1111330.375000 Penalty: 4427.618652
	Iteration 29Q: 3 clusters Score -1111330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1111333.500000 Penalty: 4427.618652
	Iteration 30Q: 3 clusters Score -1111334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1111336.000000 Penalty: 4427.618652
	Iteration 31Q: 3 clusters Score -1111336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1111337.125000 Penalty: 4427.618652
	Iteration 32Q: 3 clusters Score -1111337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1111341.875000 Penalty: 4427.618652
	Iteration 33Q: 3 clusters Score -1111342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1111343.875000 Penalty: 4427.618652
	Iteration 34Q: 3 clusters Score -1111344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1111346.625000 Penalty: 4427.618652
	Iteration 35Q: 3 clusters Score -1111347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1111348.375000 Penalty: 4427.618652
	Iteration 36Q: 3 clusters Score -1111348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1111349.750000 Penalty: 4427.618652
	Iteration 37Q: 3 clusters Score -1111350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1111353.625000 Penalty: 4427.618652
	Iteration 38Q: 3 clusters Score -1111354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1111353.125000 Penalty: 4427.618652
	Iteration 39Q: 3 clusters Score -1111353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1111358.750000 Penalty: 4427.618652
	Iteration 40F: 3 clusters Score -1111359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1111361.375000 Penalty: 4427.618652
	Iteration 41Q: 3 clusters Score -1111361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1111368.375000 Penalty: 4427.618652
	Iteration 42Q: 3 clusters Score -1111368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1111374.625000 Penalty: 4427.618652
	Iteration 43Q: 3 clusters Score -1111375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1111383.125000 Penalty: 4427.618652
	Iteration 44Q: 3 clusters Score -1111383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1111388.250000 Penalty: 4427.618652
	Iteration 45Q: 3 clusters Score -1111388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1111395.625000 Penalty: 4427.618652
	Iteration 46Q: 3 clusters Score -1111396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1111405.125000 Penalty: 4427.618652
	Iteration 47Q: 3 clusters Score -1111405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1111412.375000 Penalty: 4427.618652
	Iteration 48Q: 3 clusters Score -1111412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1111417.125000 Penalty: 4427.618652
	Iteration 49Q: 3 clusters Score -1111417 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1111427.875000 Penalty: 4427.618652
	Iteration 50Q: 3 clusters Score -1111428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1111438.625000 Penalty: 4427.618652
	Iteration 51Q: 3 clusters Score -1111439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1111447.625000 Penalty: 4427.618652
	Iteration 52Q: 3 clusters Score -1111448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1111457.750000 Penalty: 4427.618652
	Iteration 53Q: 3 clusters Score -1111458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1111463.375000 Penalty: 4427.618652
	Iteration 54Q: 3 clusters Score -1111463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1111472.375000 Penalty: 4427.618652
	Iteration 55Q: 3 clusters Score -1111472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1111475.500000 Penalty: 4427.618652
	Iteration 56Q: 3 clusters Score -1111476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1111482.750000 Penalty: 4427.618652
	Iteration 57Q: 3 clusters Score -1111483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1111490.000000 Penalty: 4427.618652
	Iteration 58Q: 3 clusters Score -1111490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1111496.375000 Penalty: 4427.618652
	Iteration 59Q: 3 clusters Score -1111496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1111502.750000 Penalty: 4427.618652
	Iteration 60F: 3 clusters Score -1111503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1111507.000000 Penalty: 4427.618652
	Iteration 61Q: 3 clusters Score -1111507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1111511.875000 Penalty: 4427.618652
	Iteration 62Q: 3 clusters Score -1111512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1111517.625000 Penalty: 4427.618652
	Iteration 63Q: 3 clusters Score -1111518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1111516.375000 Penalty: 4427.618652
	Iteration 64Q: 3 clusters Score -1111516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1111519.750000 Penalty: 4427.618652
	Iteration 65Q: 3 clusters Score -1111520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1111520.250000 Penalty: 4427.618652
	Iteration 66Q: 3 clusters Score -1111520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1111521.000000 Penalty: 4427.618652
	Iteration 67Q: 3 clusters Score -1111521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1111520.875000 Penalty: 4427.618652
	Iteration 68Q: 3 clusters Score -1111521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1111521.500000 Penalty: 4427.618652
	Iteration 69Q: 3 clusters Score -1111522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1111520.375000 Penalty: 4427.618652
	Iteration 70Q: 3 clusters Score -1111520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1111523.250000 Penalty: 4427.618652
	Iteration 71Q: 3 clusters Score -1111523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1111523.250000 Penalty: 4427.618652
	Iteration 72F: 3 clusters Score -1111523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56847.257812 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56847.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57056.578125 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57056.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57161.460938 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -57161.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57241.507812 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -57241.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57305.812500 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57305.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57348.222656 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57348.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57368.257812 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57368.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57380.421875 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -57380.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57382.582031 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -57382.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57382.582031 Penalty: 3006.482422
	Iteration 9F: 3 clusters Score -57382.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2576299.000000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2576299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2563994.250000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2563994 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2567917.750000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2567918 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2568274.250000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2568274 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2568556.500000 Penalty: 4839.077637
	Iteration 3Q: 3 clusters Score -2568556 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2568782.500000 Penalty: 4839.077637
	Iteration 4Q: 3 clusters Score -2568782 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2568992.000000 Penalty: 4839.077637
	Iteration 5Q: 3 clusters Score -2568992 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2569237.250000 Penalty: 4839.077637
	Iteration 6Q: 3 clusters Score -2569237 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2569560.500000 Penalty: 4839.077637
	Iteration 7Q: 3 clusters Score -2569560 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2569992.000000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -2569992 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2570575.500000 Penalty: 4839.077637
	Iteration 9F: 3 clusters Score -2570576 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -2571295.750000 Penalty: 4839.077637
	Iteration 10F: 3 clusters Score -2571296 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2572059.250000 Penalty: 4839.077637
	Iteration 11F: 3 clusters Score -2572059 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2572799.250000 Penalty: 4839.077637
	Iteration 12F: 3 clusters Score -2572799 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2573430.000000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2573430 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2573828.500000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2573828 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2574067.250000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2574067 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2574215.000000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2574215 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2574320.250000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2574320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2574415.750000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2574416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2574502.750000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2574503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2574580.500000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2574580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2574635.000000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2574635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2574663.750000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2574664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2574684.750000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2574685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2574687.250000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2574687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2574696.500000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2574696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2574700.000000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2574700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2574701.250000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2574701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2574699.000000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2574699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2574699.250000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2574699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2574701.750000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2574702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2574709.000000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2574709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2574710.000000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2574710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2574710.500000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2574710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2574714.000000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2574714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2574713.750000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2574714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2574713.750000 Penalty: 4839.077637
	Iteration 36F: 3 clusters Score -2574714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -232933.765625 Penalty: 1833.986694
	Iteration 0F: 2 clusters Score -232933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230550.890625 Penalty: 3667.973389
	Iteration 0F: 3 clusters Score -230550.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -230937.500000 Penalty: 3667.973389
	Iteration 1F: 3 clusters Score -230937.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -231050.390625 Penalty: 3667.973389
	Iteration 2F: 3 clusters Score -231050.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231097.953125 Penalty: 3667.973389
	Iteration 3Q: 3 clusters Score -231098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231121.031250 Penalty: 3667.973389
	Iteration 4Q: 3 clusters Score -231121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231141.578125 Penalty: 3667.973389
	Iteration 5Q: 3 clusters Score -231141.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -231155.328125 Penalty: 3667.973389
	Iteration 6Q: 3 clusters Score -231155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -231163.312500 Penalty: 3667.973389
	Iteration 7Q: 3 clusters Score -231163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -231168.500000 Penalty: 3667.973389
	Iteration 8Q: 3 clusters Score -231168.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -231174.578125 Penalty: 3667.973389
	Iteration 9Q: 3 clusters Score -231174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -231180.859375 Penalty: 3667.973389
	Iteration 10Q: 3 clusters Score -231180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231184.562500 Penalty: 3667.973389
	Iteration 11Q: 3 clusters Score -231184.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -231187.484375 Penalty: 3667.973389
	Iteration 12Q: 3 clusters Score -231187.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231188.812500 Penalty: 3667.973389
	Iteration 13Q: 3 clusters Score -231188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -231192.359375 Penalty: 3667.973389
	Iteration 14Q: 3 clusters Score -231192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231196.000000 Penalty: 3667.973389
	Iteration 15Q: 3 clusters Score -231196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -231199.921875 Penalty: 3667.973389
	Iteration 16Q: 3 clusters Score -231199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -231202.546875 Penalty: 3667.973389
	Iteration 17Q: 3 clusters Score -231202.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -231206.078125 Penalty: 3667.973389
	Iteration 18Q: 3 clusters Score -231206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -231207.859375 Penalty: 3667.973389
	Iteration 19Q: 3 clusters Score -231207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -231210.000000 Penalty: 3667.973389
	Iteration 20F: 3 clusters Score -231210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231210.640625 Penalty: 3667.973389
	Iteration 21Q: 3 clusters Score -231210.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231211.171875 Penalty: 3667.973389
	Iteration 22Q: 3 clusters Score -231211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231211.171875 Penalty: 3667.973389
	Iteration 23F: 3 clusters Score -231211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Entering Unmasked Estep 
Score: -1656428.500000 Penalty: 2311.516113
	Iteration 0F: 2 clusters Score -1656428 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 5604 members 
Entering Unmasked Estep 
Score: -1648071.375000 Penalty: 4623.032227
	Iteration 0F: 3 clusters Score -1648071 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1650733.750000 Penalty: 4623.032227
	Iteration 1F: 3 clusters Score -1650734 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1651373.625000 Penalty: 4623.032227
	Iteration 2F: 3 clusters Score -1651374 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1652149.000000 Penalty: 4623.032227
	Iteration 3F: 3 clusters Score -1652149 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1653069.500000 Penalty: 4623.032227
	Iteration 4F: 3 clusters Score -1653070 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1653916.750000 Penalty: 4623.032227
	Iteration 5F: 3 clusters Score -1653917 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1654430.625000 Penalty: 4623.032227
	Iteration 6F: 3 clusters Score -1654431 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1654715.125000 Penalty: 4623.032227
	Iteration 7Q: 3 clusters Score -1654715 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1654893.625000 Penalty: 4623.032227
	Iteration 8Q: 3 clusters Score -1654894 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1655020.750000 Penalty: 4623.032227
	Iteration 9Q: 3 clusters Score -1655021 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1655091.750000 Penalty: 4623.032227
	Iteration 10Q: 3 clusters Score -1655092 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1655153.500000 Penalty: 4623.032227
	Iteration 11Q: 3 clusters Score -1655154 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1655200.875000 Penalty: 4623.032227
	Iteration 12Q: 3 clusters Score -1655201 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1655237.625000 Penalty: 4623.032227
	Iteration 13Q: 3 clusters Score -1655238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1655267.250000 Penalty: 4623.032227
	Iteration 14Q: 3 clusters Score -1655267 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1655298.625000 Penalty: 4623.032227
	Iteration 15Q: 3 clusters Score -1655299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1655336.375000 Penalty: 4623.032227
	Iteration 16Q: 3 clusters Score -1655336 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1655395.250000 Penalty: 4623.032227
	Iteration 17Q: 3 clusters Score -1655395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1655443.000000 Penalty: 4623.032227
	Iteration 18Q: 3 clusters Score -1655443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1655497.750000 Penalty: 4623.032227
	Iteration 19Q: 3 clusters Score -1655498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1655560.750000 Penalty: 4623.032227
	Iteration 20F: 3 clusters Score -1655561 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1655614.750000 Penalty: 4623.032227
	Iteration 21Q: 3 clusters Score -1655615 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1655675.375000 Penalty: 4623.032227
	Iteration 22Q: 3 clusters Score -1655675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1655711.375000 Penalty: 4623.032227
	Iteration 23Q: 3 clusters Score -1655711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1655751.000000 Penalty: 4623.032227
	Iteration 24Q: 3 clusters Score -1655751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1655778.625000 Penalty: 4623.032227
	Iteration 25Q: 3 clusters Score -1655779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1655802.625000 Penalty: 4623.032227
	Iteration 26Q: 3 clusters Score -1655803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1655827.000000 Penalty: 4623.032227
	Iteration 27Q: 3 clusters Score -1655827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1655850.000000 Penalty: 4623.032227
	Iteration 28Q: 3 clusters Score -1655850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1655869.250000 Penalty: 4623.032227
	Iteration 29Q: 3 clusters Score -1655869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1655875.000000 Penalty: 4623.032227
	Iteration 30Q: 3 clusters Score -1655875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1655880.125000 Penalty: 4623.032227
	Iteration 31Q: 3 clusters Score -1655880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1655889.625000 Penalty: 4623.032227
	Iteration 32Q: 3 clusters Score -1655890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1655893.750000 Penalty: 4623.032227
	Iteration 33Q: 3 clusters Score -1655894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1655900.625000 Penalty: 4623.032227
	Iteration 34Q: 3 clusters Score -1655901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1655905.000000 Penalty: 4623.032227
	Iteration 35Q: 3 clusters Score -1655905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1655910.125000 Penalty: 4623.032227
	Iteration 36Q: 3 clusters Score -1655910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1655914.000000 Penalty: 4623.032227
	Iteration 37Q: 3 clusters Score -1655914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1655917.000000 Penalty: 4623.032227
	Iteration 38Q: 3 clusters Score -1655917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1655916.250000 Penalty: 4623.032227
	Iteration 39Q: 3 clusters Score -1655916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1655915.625000 Penalty: 4623.032227
	Iteration 40F: 3 clusters Score -1655916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1655920.125000 Penalty: 4623.032227
	Iteration 41Q: 3 clusters Score -1655920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1655920.000000 Penalty: 4623.032227
	Iteration 42Q: 3 clusters Score -1655920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1655920.750000 Penalty: 4623.032227
	Iteration 43Q: 3 clusters Score -1655921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1655921.125000 Penalty: 4623.032227
	Iteration 44Q: 3 clusters Score -1655921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1655921.125000 Penalty: 4623.032227
	Iteration 45F: 3 clusters Score -1655921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -450232.375000 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -450232.4 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 1458 members 
Entering Unmasked Estep 
Score: -446988.062500 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -446988.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -447685.406250 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -447685.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -447844.812500 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -447844.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -447939.281250 Penalty: 3973.138428
	Iteration 3Q: 3 clusters Score -447939.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -448023.031250 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -448023 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -448087.281250 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -448087.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -448149.406250 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -448149.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -448200.406250 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -448200.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -448234.843750 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -448234.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -448273.156250 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -448273.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -448305.375000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -448305.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -448334.906250 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -448334.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -448358.125000 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -448358.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -448383.562500 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -448383.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -448402.500000 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -448402.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -448417.062500 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -448417.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -448430.187500 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -448430.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -448443.781250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -448443.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -448457.468750 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -448457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -448467.093750 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -448467.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -448475.250000 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -448475.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -448482.250000 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -448482.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -448486.687500 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -448486.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -448491.437500 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -448491.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -448495.468750 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -448495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -448497.187500 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -448497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -448498.781250 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -448498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -448503.000000 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -448503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -448504.937500 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -448504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -448507.531250 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -448507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -448511.875000 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -448511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -448516.187500 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -448516.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -448517.781250 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -448517.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -448518.156250 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -448518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -448518.156250 Penalty: 3973.138428
	Iteration 34F: 3 clusters Score -448518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -1322687.375000 Penalty: 2254.202881
	Iteration 0F: 2 clusters Score -1322687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1315770.250000 Penalty: 4508.405762
	Iteration 0F: 3 clusters Score -1315770 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1317762.875000 Penalty: 4508.405762
	Iteration 1F: 3 clusters Score -1317763 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1318048.250000 Penalty: 4508.405762
	Iteration 2F: 3 clusters Score -1318048 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1318249.625000 Penalty: 4508.405762
	Iteration 3Q: 3 clusters Score -1318250 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1318431.375000 Penalty: 4508.405762
	Iteration 4Q: 3 clusters Score -1318431 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1318598.375000 Penalty: 4508.405762
	Iteration 5Q: 3 clusters Score -1318598 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1318784.875000 Penalty: 4508.405762
	Iteration 6Q: 3 clusters Score -1318785 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1318978.625000 Penalty: 4508.405762
	Iteration 7Q: 3 clusters Score -1318979 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1319186.375000 Penalty: 4508.405762
	Iteration 8Q: 3 clusters Score -1319186 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1319371.875000 Penalty: 4508.405762
	Iteration 9Q: 3 clusters Score -1319372 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1319549.625000 Penalty: 4508.405762
	Iteration 10Q: 3 clusters Score -1319550 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1319695.625000 Penalty: 4508.405762
	Iteration 11Q: 3 clusters Score -1319696 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1319846.750000 Penalty: 4508.405762
	Iteration 12Q: 3 clusters Score -1319847 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1320002.625000 Penalty: 4508.405762
	Iteration 13Q: 3 clusters Score -1320003 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1320154.875000 Penalty: 4508.405762
	Iteration 14Q: 3 clusters Score -1320155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1320288.875000 Penalty: 4508.405762
	Iteration 15Q: 3 clusters Score -1320289 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1320390.750000 Penalty: 4508.405762
	Iteration 16Q: 3 clusters Score -1320391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1320472.250000 Penalty: 4508.405762
	Iteration 17Q: 3 clusters Score -1320472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1320543.250000 Penalty: 4508.405762
	Iteration 18Q: 3 clusters Score -1320543 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1320579.375000 Penalty: 4508.405762
	Iteration 19Q: 3 clusters Score -1320579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1320610.000000 Penalty: 4508.405762
	Iteration 20F: 3 clusters Score -1320610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1320638.500000 Penalty: 4508.405762
	Iteration 21Q: 3 clusters Score -1320638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1320673.125000 Penalty: 4508.405762
	Iteration 22Q: 3 clusters Score -1320673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1320681.750000 Penalty: 4508.405762
	Iteration 23Q: 3 clusters Score -1320682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1320686.250000 Penalty: 4508.405762
	Iteration 24Q: 3 clusters Score -1320686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1320691.750000 Penalty: 4508.405762
	Iteration 25Q: 3 clusters Score -1320692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1320697.375000 Penalty: 4508.405762
	Iteration 26Q: 3 clusters Score -1320697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1320700.625000 Penalty: 4508.405762
	Iteration 27Q: 3 clusters Score -1320701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1320705.250000 Penalty: 4508.405762
	Iteration 28Q: 3 clusters Score -1320705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1320707.875000 Penalty: 4508.405762
	Iteration 29Q: 3 clusters Score -1320708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1320709.750000 Penalty: 4508.405762
	Iteration 30Q: 3 clusters Score -1320710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1320711.250000 Penalty: 4508.405762
	Iteration 31Q: 3 clusters Score -1320711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1320712.875000 Penalty: 4508.405762
	Iteration 32Q: 3 clusters Score -1320713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1320715.375000 Penalty: 4508.405762
	Iteration 33Q: 3 clusters Score -1320715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1320717.500000 Penalty: 4508.405762
	Iteration 34Q: 3 clusters Score -1320718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1320719.000000 Penalty: 4508.405762
	Iteration 35Q: 3 clusters Score -1320719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1320719.000000 Penalty: 4508.405762
	Iteration 36F: 3 clusters Score -1320719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Entering Unmasked Estep 
Score: -250717.968750 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -250718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -248274.359375 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -248274.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248789.968750 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -248790 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -248995.296875 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -248995.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -249102.562500 Penalty: 3735.915771
	Iteration 3F: 3 clusters Score -249102.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249175.593750 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -249175.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -249229.593750 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -249229.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -249276.937500 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -249276.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249328.890625 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -249328.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -249387.906250 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -249387.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -249424.421875 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -249424.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -249446.500000 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -249446.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -249459.125000 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -249459.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -249468.281250 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -249468.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249474.234375 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -249474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -249476.531250 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -249476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -249481.281250 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -249481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -249483.953125 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -249484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -249488.328125 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -249488.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -249489.218750 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -249489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -249490.109375 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -249490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -249492.171875 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -249492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -249498.453125 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -249498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -249509.593750 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -249509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -249518.265625 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -249518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -249531.875000 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -249531.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -249555.109375 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -249555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -249562.859375 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -249562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -249565.515625 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -249565.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -249566.687500 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -249566.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -249568.375000 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -249568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -249568.656250 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -249568.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -249568.656250 Penalty: 3735.915771
	Iteration 31F: 3 clusters Score -249568.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Entering Unmasked Estep 
Score: -2860470.250000 Penalty: 2463.479736
	Iteration 0F: 2 clusters Score -2860470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2846041.000000 Penalty: 4926.959473
	Iteration 0F: 3 clusters Score -2846041 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2851205.250000 Penalty: 4926.959473
	Iteration 1F: 3 clusters Score -2851205 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2852272.250000 Penalty: 4926.959473
	Iteration 2F: 3 clusters Score -2852272 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2853553.750000 Penalty: 4926.959473
	Iteration 3F: 3 clusters Score -2853554 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2854791.000000 Penalty: 4926.959473
	Iteration 4F: 3 clusters Score -2854791 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2855716.500000 Penalty: 4926.959473
	Iteration 5F: 3 clusters Score -2855716 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2856339.250000 Penalty: 4926.959473
	Iteration 6F: 3 clusters Score -2856339 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2856695.000000 Penalty: 4926.959473
	Iteration 7Q: 3 clusters Score -2856695 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2856976.250000 Penalty: 4926.959473
	Iteration 8Q: 3 clusters Score -2856976 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2857151.250000 Penalty: 4926.959473
	Iteration 9Q: 3 clusters Score -2857151 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2857301.750000 Penalty: 4926.959473
	Iteration 10Q: 3 clusters Score -2857302 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2857400.500000 Penalty: 4926.959473
	Iteration 11Q: 3 clusters Score -2857400 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2857502.000000 Penalty: 4926.959473
	Iteration 12Q: 3 clusters Score -2857502 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2857569.000000 Penalty: 4926.959473
	Iteration 13Q: 3 clusters Score -2857569 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2857621.250000 Penalty: 4926.959473
	Iteration 14Q: 3 clusters Score -2857621 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2857662.750000 Penalty: 4926.959473
	Iteration 15Q: 3 clusters Score -2857663 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2857696.250000 Penalty: 4926.959473
	Iteration 16Q: 3 clusters Score -2857696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2857718.750000 Penalty: 4926.959473
	Iteration 17Q: 3 clusters Score -2857719 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2857750.250000 Penalty: 4926.959473
	Iteration 18Q: 3 clusters Score -2857750 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2857776.000000 Penalty: 4926.959473
	Iteration 19Q: 3 clusters Score -2857776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2857791.500000 Penalty: 4926.959473
	Iteration 20F: 3 clusters Score -2857792 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2857811.250000 Penalty: 4926.959473
	Iteration 21Q: 3 clusters Score -2857811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2857849.500000 Penalty: 4926.959473
	Iteration 22Q: 3 clusters Score -2857850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2857874.250000 Penalty: 4926.959473
	Iteration 23Q: 3 clusters Score -2857874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2857903.250000 Penalty: 4926.959473
	Iteration 24Q: 3 clusters Score -2857903 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2857940.750000 Penalty: 4926.959473
	Iteration 25Q: 3 clusters Score -2857941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2857968.250000 Penalty: 4926.959473
	Iteration 26Q: 3 clusters Score -2857968 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2857999.500000 Penalty: 4926.959473
	Iteration 27Q: 3 clusters Score -2858000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2858033.250000 Penalty: 4926.959473
	Iteration 28Q: 3 clusters Score -2858033 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2858100.750000 Penalty: 4926.959473
	Iteration 29Q: 3 clusters Score -2858101 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2858158.000000 Penalty: 4926.959473
	Iteration 30Q: 3 clusters Score -2858158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2858223.250000 Penalty: 4926.959473
	Iteration 31Q: 3 clusters Score -2858223 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2858299.500000 Penalty: 4926.959473
	Iteration 32Q: 3 clusters Score -2858300 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2858394.500000 Penalty: 4926.959473
	Iteration 33Q: 3 clusters Score -2858394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2858499.500000 Penalty: 4926.959473
	Iteration 34Q: 3 clusters Score -2858500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2858597.500000 Penalty: 4926.959473
	Iteration 35Q: 3 clusters Score -2858598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2858769.500000 Penalty: 4926.959473
	Iteration 36Q: 3 clusters Score -2858770 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2858953.750000 Penalty: 4926.959473
	Iteration 37Q: 3 clusters Score -2858954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2859111.750000 Penalty: 4926.959473
	Iteration 38Q: 3 clusters Score -2859112 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2859235.000000 Penalty: 4926.959473
	Iteration 39Q: 3 clusters Score -2859235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2859319.250000 Penalty: 4926.959473
	Iteration 40F: 3 clusters Score -2859319 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2859401.250000 Penalty: 4926.959473
	Iteration 41Q: 3 clusters Score -2859401 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2859445.500000 Penalty: 4926.959473
	Iteration 42Q: 3 clusters Score -2859446 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2859484.000000 Penalty: 4926.959473
	Iteration 43Q: 3 clusters Score -2859484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2859507.000000 Penalty: 4926.959473
	Iteration 44Q: 3 clusters Score -2859507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2859538.000000 Penalty: 4926.959473
	Iteration 45Q: 3 clusters Score -2859538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2859551.750000 Penalty: 4926.959473
	Iteration 46Q: 3 clusters Score -2859552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -2859561.750000 Penalty: 4926.959473
	Iteration 47Q: 3 clusters Score -2859562 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2859570.000000 Penalty: 4926.959473
	Iteration 48Q: 3 clusters Score -2859570 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2859580.250000 Penalty: 4926.959473
	Iteration 49Q: 3 clusters Score -2859580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2859585.000000 Penalty: 4926.959473
	Iteration 50Q: 3 clusters Score -2859585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2859592.000000 Penalty: 4926.959473
	Iteration 51Q: 3 clusters Score -2859592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2859595.000000 Penalty: 4926.959473
	Iteration 52Q: 3 clusters Score -2859595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2859601.250000 Penalty: 4926.959473
	Iteration 53Q: 3 clusters Score -2859601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2859601.250000 Penalty: 4926.959473
	Iteration 54Q: 3 clusters Score -2859601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2859606.750000 Penalty: 4926.959473
	Iteration 55Q: 3 clusters Score -2859607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2859606.750000 Penalty: 4926.959473
	Iteration 56Q: 3 clusters Score -2859607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2859617.000000 Penalty: 4926.959473
	Iteration 57Q: 3 clusters Score -2859617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2859614.000000 Penalty: 4926.959473
	Iteration 58Q: 3 clusters Score -2859614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2859618.250000 Penalty: 4926.959473
	Iteration 59Q: 3 clusters Score -2859618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2859625.750000 Penalty: 4926.959473
	Iteration 60F: 3 clusters Score -2859626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2859629.500000 Penalty: 4926.959473
	Iteration 61Q: 3 clusters Score -2859630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2859634.500000 Penalty: 4926.959473
	Iteration 62Q: 3 clusters Score -2859634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2859634.500000 Penalty: 4926.959473
	Iteration 63Q: 3 clusters Score -2859634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2859635.750000 Penalty: 4926.959473
	Iteration 64Q: 3 clusters Score -2859636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2859632.000000 Penalty: 4926.959473
	Iteration 65Q: 3 clusters Score -2859632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2859637.250000 Penalty: 4926.959473
	Iteration 66Q: 3 clusters Score -2859637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2859640.750000 Penalty: 4926.959473
	Iteration 67Q: 3 clusters Score -2859641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2859650.750000 Penalty: 4926.959473
	Iteration 68Q: 3 clusters Score -2859651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2859656.250000 Penalty: 4926.959473
	Iteration 69Q: 3 clusters Score -2859656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2859663.250000 Penalty: 4926.959473
	Iteration 70Q: 3 clusters Score -2859663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2859656.500000 Penalty: 4926.959473
	Iteration 71Q: 3 clusters Score -2859656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2859659.000000 Penalty: 4926.959473
	Iteration 72Q: 3 clusters Score -2859659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2859653.000000 Penalty: 4926.959473
	Iteration 73Q: 3 clusters Score -2859653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2859656.000000 Penalty: 4926.959473
	Iteration 74Q: 3 clusters Score -2859656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2859656.750000 Penalty: 4926.959473
	Iteration 75Q: 3 clusters Score -2859657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2859656.250000 Penalty: 4926.959473
	Iteration 76Q: 3 clusters Score -2859656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2859655.500000 Penalty: 4926.959473
	Iteration 77Q: 3 clusters Score -2859656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2859660.500000 Penalty: 4926.959473
	Iteration 78Q: 3 clusters Score -2859660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2859660.250000 Penalty: 4926.959473
	Iteration 79Q: 3 clusters Score -2859660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2859658.000000 Penalty: 4926.959473
	Iteration 80F: 3 clusters Score -2859658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2859663.000000 Penalty: 4926.959473
	Iteration 81Q: 3 clusters Score -2859663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2859658.750000 Penalty: 4926.959473
	Iteration 82Q: 3 clusters Score -2859659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -2859658.750000 Penalty: 4926.959473
	Iteration 83Q: 3 clusters Score -2859659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2859662.500000 Penalty: 4926.959473
	Iteration 84Q: 3 clusters Score -2859662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2859659.750000 Penalty: 4926.959473
	Iteration 85Q: 3 clusters Score -2859660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2859658.250000 Penalty: 4926.959473
	Iteration 86Q: 3 clusters Score -2859658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2859661.500000 Penalty: 4926.959473
	Iteration 87Q: 3 clusters Score -2859662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2859661.750000 Penalty: 4926.959473
	Iteration 88Q: 3 clusters Score -2859662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -2859665.250000 Penalty: 4926.959473
	Iteration 89Q: 3 clusters Score -2859665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2859669.000000 Penalty: 4926.959473
	Iteration 90Q: 3 clusters Score -2859669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2859673.250000 Penalty: 4926.959473
	Iteration 91Q: 3 clusters Score -2859673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2859677.750000 Penalty: 4926.959473
	Iteration 92Q: 3 clusters Score -2859678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2859674.000000 Penalty: 4926.959473
	Iteration 93Q: 3 clusters Score -2859674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2859677.000000 Penalty: 4926.959473
	Iteration 94Q: 3 clusters Score -2859677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2859677.750000 Penalty: 4926.959473
	Iteration 95Q: 3 clusters Score -2859678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2859676.250000 Penalty: 4926.959473
	Iteration 96Q: 3 clusters Score -2859676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2859681.500000 Penalty: 4926.959473
	Iteration 97Q: 3 clusters Score -2859682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2859679.500000 Penalty: 4926.959473
	Iteration 98Q: 3 clusters Score -2859680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2859678.250000 Penalty: 4926.959473
	Iteration 99Q: 3 clusters Score -2859678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2859681.000000 Penalty: 4926.959473
	Iteration 100F: 3 clusters Score -2859681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2859676.750000 Penalty: 4926.959473
	Iteration 101Q: 3 clusters Score -2859677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2859679.500000 Penalty: 4926.959473
	Iteration 102Q: 3 clusters Score -2859680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2859682.250000 Penalty: 4926.959473
	Iteration 103Q: 3 clusters Score -2859682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2859682.750000 Penalty: 4926.959473
	Iteration 104Q: 3 clusters Score -2859683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2859682.750000 Penalty: 4926.959473
	Iteration 105F: 3 clusters Score -2859683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78263.710938 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78263.71 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78711.789062 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78711.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78836.773438 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78836.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78906.046875 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -78906.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78975.546875 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -78975.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79032.703125 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -79032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79082.312500 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -79082.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79154.085938 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -79154.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79182.539062 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -79182.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -79223.039062 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -79223.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79232.695312 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -79232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79237.718750 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -79237.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79240.164062 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -79240.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79243.273438 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -79243.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79244.960938 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -79244.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79247.578125 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -79247.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79251.281250 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -79251.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79256.976562 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -79256.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79259.296875 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -79259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79260.703125 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -79260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79261.562500 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -79261.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79269.789062 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -79269.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79272.359375 Penalty: 3176.172607
	Iteration 22Q: 3 clusters Score -79272.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79272.359375 Penalty: 3176.172607
	Iteration 23F: 3 clusters Score -79272.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13667 members 
Mstep: Class 3 contains 9010 members 
Mstep: Class 4 contains 61399 members 
Mstep: Class 5 contains 1692 members 
Mstep: Class 6 contains 11217 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9476 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 98087 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30313 members 
Mstep: Class 18 contains 10853 members 
Mstep: Class 19 contains 2975 members 
Mstep: Class 20 contains 99529 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81241 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3436 members 
Mstep: Class 27 contains 57774 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3132 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7616 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10906 members 
Mstep: Class 36 contains 31201 members 
Mstep: Class 37 contains 7530 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11166 members 
Mstep: Class 42 contains 3012 members 
Mstep: Class 43 contains 8862 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20607 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058344.000000 Penalty: 155103.640625
Iteration 119Q: 47 clusters Score -1.150583e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13666 members 
Mstep: Class 3 contains 9005 members 
Mstep: Class 4 contains 61445 members 
Mstep: Class 5 contains 1684 members 
Mstep: Class 6 contains 11213 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9505 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 9802 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 98078 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9556 members 
Mstep: Class 17 contains 30345 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 20 contains 99443 members 
Mstep: Class 21 contains 23281 members 
Mstep: Class 22 contains 2966 members 
Mstep: Class 23 contains 11906 members 
Mstep: Class 24 contains 81220 members 
Mstep: Class 25 contains 39169 members 
Mstep: Class 26 contains 3445 members 
Mstep: Class 27 contains 57818 members 
Mstep: Class 28 contains 254 members 
Mstep: Class 29 contains 3131 members 
Mstep: Class 30 contains 16158 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7613 members 
Mstep: Class 33 contains 6362 members 
Mstep: Class 34 contains 32499 members 
Mstep: Class 35 contains 10901 members 
Mstep: Class 36 contains 31163 members 
Mstep: Class 37 contains 7540 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1628 members 
Mstep: Class 41 contains 11168 members 
Mstep: Class 42 contains 3013 members 
Mstep: Class 43 contains 8865 members 
Mstep: Class 44 contains 1868 members 
Mstep: Class 45 contains 20621 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058736.000000 Penalty: 155103.640625
Iteration 120F: 47 clusters Score -1.150587e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13664 members 
Mstep: Class 3 contains 9000 members 
Mstep: Class 4 contains 61492 members 
Mstep: Class 5 contains 1681 members 
Mstep: Class 6 contains 11196 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 9809 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 98068 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 9546 members 
Mstep: Class 17 contains 30375 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 99357 members 
Mstep: Class 21 contains 23277 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11904 members 
Mstep: Class 24 contains 81211 members 
Mstep: Class 25 contains 39170 members 
Mstep: Class 26 contains 3454 members 
Mstep: Class 27 contains 57863 members 
Mstep: Class 28 contains 255 members 
Mstep: Class 29 contains 3126 members 
Mstep: Class 30 contains 16127 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7608 members 
Mstep: Class 33 contains 6363 members 
Mstep: Class 34 contains 32500 members 
Mstep: Class 35 contains 10894 members 
Mstep: Class 36 contains 31137 members 
Mstep: Class 37 contains 7542 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1629 members 
Mstep: Class 41 contains 11171 members 
Mstep: Class 42 contains 3016 members 
Mstep: Class 43 contains 8870 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115058840.000000 Penalty: 155103.640625
Iteration 121Q: 47 clusters Score -1.150588e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 61523 members 
Mstep: Class 5 contains 1686 members 
Mstep: Class 6 contains 11190 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 9817 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 98057 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 30407 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 2997 members 
Mstep: Class 20 contains 99299 members 
Mstep: Class 21 contains 23272 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 11901 members 
Mstep: Class 24 contains 81215 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3457 members 
Mstep: Class 27 contains 57905 members 
Mstep: Class 28 contains 251 members 
Mstep: Class 29 contains 3118 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 371 members 
Mstep: Class 32 contains 7604 members 
Mstep: Class 33 contains 6366 members 
Mstep: Class 34 contains 32496 members 
Mstep: Class 35 contains 10893 members 
Mstep: Class 36 contains 31111 members 
Mstep: Class 37 contains 7544 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1630 members 
Mstep: Class 41 contains 11174 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8876 members 
Mstep: Class 44 contains 1870 members 
Mstep: Class 45 contains 20645 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059064.000000 Penalty: 155103.640625
Iteration 122Q: 47 clusters Score -1.150591e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 61557 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 11186 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9598 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 9820 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 98049 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 30414 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 3002 members 
Mstep: Class 20 contains 99249 members 
Mstep: Class 21 contains 23270 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 11901 members 
Mstep: Class 24 contains 81213 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 57957 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 16068 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7601 members 
Mstep: Class 33 contains 6371 members 
Mstep: Class 34 contains 32489 members 
Mstep: Class 35 contains 10893 members 
Mstep: Class 36 contains 31086 members 
Mstep: Class 37 contains 7544 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1630 members 
Mstep: Class 41 contains 11179 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8881 members 
Mstep: Class 44 contains 1874 members 
Mstep: Class 45 contains 20657 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059400.000000 Penalty: 155103.640625
Iteration 123Q: 47 clusters Score -1.150594e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 8996 members 
Mstep: Class 4 contains 61591 members 
Mstep: Class 5 contains 1619 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9629 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 9823 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 98040 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9512 members 
Mstep: Class 17 contains 30432 members 
Mstep: Class 18 contains 10863 members 
Mstep: Class 19 contains 3007 members 
Mstep: Class 20 contains 99191 members 
Mstep: Class 21 contains 23270 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 11905 members 
Mstep: Class 24 contains 81209 members 
Mstep: Class 25 contains 39182 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 57985 members 
Mstep: Class 28 contains 244 members 
Mstep: Class 29 contains 3113 members 
Mstep: Class 30 contains 16043 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7600 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 10887 members 
Mstep: Class 36 contains 31067 members 
Mstep: Class 37 contains 7544 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1630 members 
Mstep: Class 41 contains 11182 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8885 members 
Mstep: Class 44 contains 1882 members 
Mstep: Class 45 contains 20669 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115059384.000000 Penalty: 155103.640625
Iteration 124Q: 47 clusters Score -1.150594e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 61620 members 
Mstep: Class 5 contains 1542 members 
Mstep: Class 6 contains 11166 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 9829 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 98034 members 
Mstep: Class 15 contains 11636 members 
Mstep: Class 16 contains 9514 members 
Mstep: Class 17 contains 30450 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 99150 members 
Mstep: Class 21 contains 23268 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11922 members 
Mstep: Class 24 contains 81185 members 
Mstep: Class 25 contains 39186 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 58019 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3108 members 
Mstep: Class 30 contains 16030 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32485 members 
Mstep: Class 35 contains 10882 members 
Mstep: Class 36 contains 31034 members 
Mstep: Class 37 contains 7545 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1629 members 
Mstep: Class 41 contains 11184 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8888 members 
Mstep: Class 44 contains 1875 members 
Mstep: Class 45 contains 20676 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060000.000000 Penalty: 155103.640625
Iteration 125Q: 47 clusters Score -1.1506e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13661 members 
Mstep: Class 3 contains 8993 members 
Mstep: Class 4 contains 61653 members 
Mstep: Class 5 contains 1534 members 
Mstep: Class 6 contains 11163 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9680 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 9832 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 98032 members 
Mstep: Class 15 contains 11636 members 
Mstep: Class 16 contains 9513 members 
Mstep: Class 17 contains 30448 members 
Mstep: Class 18 contains 10878 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 99118 members 
Mstep: Class 21 contains 23269 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 11943 members 
Mstep: Class 24 contains 81167 members 
Mstep: Class 25 contains 39185 members 
Mstep: Class 26 contains 3591 members 
Mstep: Class 27 contains 58035 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 16028 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7596 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 10878 members 
Mstep: Class 36 contains 31015 members 
Mstep: Class 37 contains 7545 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1629 members 
Mstep: Class 41 contains 11185 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8897 members 
Mstep: Class 44 contains 1867 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060208.000000 Penalty: 155103.640625
Iteration 126Q: 47 clusters Score -1.150602e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 13662 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 61674 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9711 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 9834 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 98024 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 9527 members 
Mstep: Class 17 contains 30458 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 99092 members 
Mstep: Class 21 contains 23265 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 11958 members 
Mstep: Class 24 contains 81138 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 3577 members 
Mstep: Class 27 contains 58060 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3101 members 
Mstep: Class 30 contains 16022 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32483 members 
Mstep: Class 35 contains 10872 members 
Mstep: Class 36 contains 30988 members 
Mstep: Class 37 contains 7546 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1629 members 
Mstep: Class 41 contains 11189 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8909 members 
Mstep: Class 44 contains 1860 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060120.000000 Penalty: 155103.640625
Iteration 127Q: 47 clusters Score -1.150601e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13659 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 61699 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 11159 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 400 members 
Mstep: Class 9 contains 9747 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 9837 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 98016 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 30440 members 
Mstep: Class 18 contains 10885 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 99054 members 
Mstep: Class 21 contains 23266 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 11973 members 
Mstep: Class 24 contains 81112 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 3561 members 
Mstep: Class 27 contains 58089 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3092 members 
Mstep: Class 30 contains 16023 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 10864 members 
Mstep: Class 36 contains 30966 members 
Mstep: Class 37 contains 7549 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1630 members 
Mstep: Class 41 contains 11193 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8920 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 20687 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060168.000000 Penalty: 155103.640625
Iteration 128Q: 47 clusters Score -1.150602e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 8984 members 
Mstep: Class 4 contains 61730 members 
Mstep: Class 5 contains 1557 members 
Mstep: Class 6 contains 11158 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9780 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 9840 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 98007 members 
Mstep: Class 15 contains 11638 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 30426 members 
Mstep: Class 18 contains 10889 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 99011 members 
Mstep: Class 21 contains 23266 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 81089 members 
Mstep: Class 25 contains 39183 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 58120 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3090 members 
Mstep: Class 30 contains 16024 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7595 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32485 members 
Mstep: Class 35 contains 10854 members 
Mstep: Class 36 contains 30950 members 
Mstep: Class 37 contains 7552 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1631 members 
Mstep: Class 41 contains 11197 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 1857 members 
Mstep: Class 45 contains 20693 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060120.000000 Penalty: 155103.640625
Iteration 129Q: 47 clusters Score -1.150601e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13666 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 61761 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9808 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6812 members 
Mstep: Class 12 contains 9843 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 98004 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 30422 members 
Mstep: Class 18 contains 10897 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 98974 members 
Mstep: Class 21 contains 23261 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11981 members 
Mstep: Class 24 contains 81072 members 
Mstep: Class 25 contains 39179 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 58128 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3089 members 
Mstep: Class 30 contains 16016 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7595 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32488 members 
Mstep: Class 35 contains 10852 members 
Mstep: Class 36 contains 30935 members 
Mstep: Class 37 contains 7555 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1631 members 
Mstep: Class 41 contains 11200 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8933 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20695 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060208.000000 Penalty: 155103.640625
Iteration 130Q: 47 clusters Score -1.150602e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13666 members 
Mstep: Class 3 contains 8978 members 
Mstep: Class 4 contains 61779 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 11156 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9834 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6813 members 
Mstep: Class 12 contains 9845 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97999 members 
Mstep: Class 15 contains 11635 members 
Mstep: Class 16 contains 9545 members 
Mstep: Class 17 contains 30432 members 
Mstep: Class 18 contains 10901 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 98943 members 
Mstep: Class 21 contains 23257 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 81060 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3538 members 
Mstep: Class 27 contains 58153 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3085 members 
Mstep: Class 30 contains 16010 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7595 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32487 members 
Mstep: Class 35 contains 10853 members 
Mstep: Class 36 contains 30923 members 
Mstep: Class 37 contains 7558 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1632 members 
Mstep: Class 41 contains 11201 members 
Mstep: Class 42 contains 3018 members 
Mstep: Class 43 contains 8936 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20692 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060256.000000 Penalty: 155103.640625
Iteration 131Q: 47 clusters Score -1.150603e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13669 members 
Mstep: Class 3 contains 8976 members 
Mstep: Class 4 contains 61803 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 11161 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9866 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 9847 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97990 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9541 members 
Mstep: Class 17 contains 30439 members 
Mstep: Class 18 contains 10910 members 
Mstep: Class 19 contains 3016 members 
Mstep: Class 20 contains 98912 members 
Mstep: Class 21 contains 23254 members 
Mstep: Class 22 contains 2967 members 
Mstep: Class 23 contains 11976 members 
Mstep: Class 24 contains 81049 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3543 members 
Mstep: Class 27 contains 58178 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3084 members 
Mstep: Class 30 contains 15999 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7593 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 10853 members 
Mstep: Class 36 contains 30899 members 
Mstep: Class 37 contains 7560 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1632 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 8944 members 
Mstep: Class 44 contains 1855 members 
Mstep: Class 45 contains 20684 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060552.000000 Penalty: 155103.640625
Iteration 132Q: 47 clusters Score -1.150606e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 13672 members 
Mstep: Class 3 contains 8974 members 
Mstep: Class 4 contains 61831 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9889 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 9850 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97984 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 30431 members 
Mstep: Class 18 contains 10921 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 98882 members 
Mstep: Class 21 contains 23251 members 
Mstep: Class 22 contains 2964 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 81040 members 
Mstep: Class 25 contains 39183 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 58202 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3081 members 
Mstep: Class 30 contains 15996 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7591 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32484 members 
Mstep: Class 35 contains 10849 members 
Mstep: Class 36 contains 30873 members 
Mstep: Class 37 contains 7564 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17254 members 
Mstep: Class 40 contains 1632 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 8951 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20686 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060536.000000 Penalty: 155103.640625
Iteration 133Q: 47 clusters Score -1.150605e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 8972 members 
Mstep: Class 4 contains 61859 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11144 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9914 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 9853 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97986 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9544 members 
Mstep: Class 17 contains 30407 members 
Mstep: Class 18 contains 10927 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 98854 members 
Mstep: Class 21 contains 23252 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 81039 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 58214 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3077 members 
Mstep: Class 30 contains 16002 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32482 members 
Mstep: Class 35 contains 10844 members 
Mstep: Class 36 contains 30860 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1633 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 8963 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20685 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060328.000000 Penalty: 155103.640625
Iteration 134Q: 47 clusters Score -1.150603e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 61881 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9941 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 9856 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97986 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 30388 members 
Mstep: Class 18 contains 10932 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 98829 members 
Mstep: Class 21 contains 23256 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 11976 members 
Mstep: Class 24 contains 81032 members 
Mstep: Class 25 contains 39179 members 
Mstep: Class 26 contains 3538 members 
Mstep: Class 27 contains 58223 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3074 members 
Mstep: Class 30 contains 16004 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32480 members 
Mstep: Class 35 contains 10839 members 
Mstep: Class 36 contains 30844 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1634 members 
Mstep: Class 41 contains 11200 members 
Mstep: Class 42 contains 3019 members 
Mstep: Class 43 contains 8969 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20685 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060224.000000 Penalty: 155103.640625
Iteration 135Q: 47 clusters Score -1.150602e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 13670 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 61899 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9960 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 9858 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 97985 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 30369 members 
Mstep: Class 18 contains 10952 members 
Mstep: Class 19 contains 3029 members 
Mstep: Class 20 contains 98803 members 
Mstep: Class 21 contains 23255 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 81016 members 
Mstep: Class 25 contains 39181 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58232 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3073 members 
Mstep: Class 30 contains 16017 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32483 members 
Mstep: Class 35 contains 10840 members 
Mstep: Class 36 contains 30816 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11200 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 8976 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20682 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060352.000000 Penalty: 155103.640625
Iteration 136Q: 47 clusters Score -1.150604e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13672 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 61924 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 9861 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97981 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9545 members 
Mstep: Class 17 contains 30352 members 
Mstep: Class 18 contains 10974 members 
Mstep: Class 19 contains 3030 members 
Mstep: Class 20 contains 98779 members 
Mstep: Class 21 contains 23253 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 81007 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58241 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3072 members 
Mstep: Class 30 contains 16015 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7587 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32479 members 
Mstep: Class 35 contains 10838 members 
Mstep: Class 36 contains 30796 members 
Mstep: Class 37 contains 7566 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17255 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 8981 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20689 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060232.000000 Penalty: 155103.640625
Iteration 137Q: 47 clusters Score -1.150602e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 8967 members 
Mstep: Class 4 contains 61953 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 11140 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 10003 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97978 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 30339 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 3031 members 
Mstep: Class 20 contains 98758 members 
Mstep: Class 21 contains 23253 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 80994 members 
Mstep: Class 25 contains 39181 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58249 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3072 members 
Mstep: Class 30 contains 16012 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7586 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32478 members 
Mstep: Class 35 contains 10833 members 
Mstep: Class 36 contains 30766 members 
Mstep: Class 37 contains 7567 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 8987 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20690 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060120.000000 Penalty: 155103.640625
Iteration 138Q: 47 clusters Score -1.150601e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 8964 members 
Mstep: Class 4 contains 61974 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 10012 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97978 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11026 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 98751 members 
Mstep: Class 21 contains 23250 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 80984 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58268 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3071 members 
Mstep: Class 30 contains 16003 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32477 members 
Mstep: Class 35 contains 10831 members 
Mstep: Class 36 contains 30733 members 
Mstep: Class 37 contains 7567 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11199 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 8994 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20687 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060128.000000 Penalty: 155103.640625
Iteration 139Q: 47 clusters Score -1.150601e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 61988 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10022 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97978 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 9555 members 
Mstep: Class 17 contains 30319 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 98745 members 
Mstep: Class 21 contains 23244 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 80969 members 
Mstep: Class 25 contains 39185 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58281 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3066 members 
Mstep: Class 30 contains 15988 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32475 members 
Mstep: Class 35 contains 10827 members 
Mstep: Class 36 contains 30717 members 
Mstep: Class 37 contains 7567 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11200 members 
Mstep: Class 42 contains 3020 members 
Mstep: Class 43 contains 9002 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20686 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060040.000000 Penalty: 155103.640625
Iteration 140F: 47 clusters Score -1.1506e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13681 members 
Mstep: Class 3 contains 8962 members 
Mstep: Class 4 contains 62001 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 11133 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10035 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97976 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 30309 members 
Mstep: Class 18 contains 11070 members 
Mstep: Class 19 contains 3041 members 
Mstep: Class 20 contains 98735 members 
Mstep: Class 21 contains 23243 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 80957 members 
Mstep: Class 25 contains 39182 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58291 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 15979 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32474 members 
Mstep: Class 35 contains 10830 members 
Mstep: Class 36 contains 30701 members 
Mstep: Class 37 contains 7568 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11201 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9007 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060048.000000 Penalty: 155103.640625
Iteration 141Q: 47 clusters Score -1.1506e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13680 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 62018 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10044 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97972 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 30297 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 3045 members 
Mstep: Class 20 contains 98730 members 
Mstep: Class 21 contains 23242 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 80947 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3531 members 
Mstep: Class 27 contains 58288 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 15977 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32474 members 
Mstep: Class 35 contains 10832 members 
Mstep: Class 36 contains 30692 members 
Mstep: Class 37 contains 7568 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11203 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9013 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060112.000000 Penalty: 155103.640625
Iteration 142Q: 47 clusters Score -1.150601e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13682 members 
Mstep: Class 3 contains 8958 members 
Mstep: Class 4 contains 62032 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 11132 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10052 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97970 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 30281 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 98723 members 
Mstep: Class 21 contains 23236 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11972 members 
Mstep: Class 24 contains 80940 members 
Mstep: Class 25 contains 39177 members 
Mstep: Class 26 contains 3532 members 
Mstep: Class 27 contains 58299 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 3060 members 
Mstep: Class 30 contains 15986 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32474 members 
Mstep: Class 35 contains 10830 members 
Mstep: Class 36 contains 30685 members 
Mstep: Class 37 contains 7567 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11204 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9020 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060056.000000 Penalty: 155103.640625
Iteration 143Q: 47 clusters Score -1.150601e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 8957 members 
Mstep: Class 4 contains 62044 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10065 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97967 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 30288 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 98709 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80930 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58304 members 
Mstep: Class 28 contains 231 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 15988 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32473 members 
Mstep: Class 35 contains 10827 members 
Mstep: Class 36 contains 30681 members 
Mstep: Class 37 contains 7568 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11204 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9027 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20681 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060192.000000 Penalty: 155103.640625
Iteration 144Q: 47 clusters Score -1.150602e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8956 members 
Mstep: Class 4 contains 62048 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10074 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97965 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30298 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 98700 members 
Mstep: Class 21 contains 23233 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80919 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58302 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 15996 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32473 members 
Mstep: Class 35 contains 10826 members 
Mstep: Class 36 contains 30679 members 
Mstep: Class 37 contains 7569 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11206 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9033 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20678 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060104.000000 Penalty: 155103.640625
Iteration 145Q: 47 clusters Score -1.150601e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 62053 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97962 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 30307 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 3054 members 
Mstep: Class 20 contains 98686 members 
Mstep: Class 21 contains 23236 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 11972 members 
Mstep: Class 24 contains 80907 members 
Mstep: Class 25 contains 39175 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58299 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16009 members 
Mstep: Class 31 contains 372 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32472 members 
Mstep: Class 35 contains 10826 members 
Mstep: Class 36 contains 30674 members 
Mstep: Class 37 contains 7570 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11208 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9041 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20675 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060192.000000 Penalty: 155103.640625
Iteration 146Q: 47 clusters Score -1.150602e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13687 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 62060 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97959 members 
Mstep: Class 15 contains 11630 members 
Mstep: Class 16 contains 9554 members 
Mstep: Class 17 contains 30302 members 
Mstep: Class 18 contains 11114 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 20 contains 98687 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2958 members 
Mstep: Class 23 contains 11972 members 
Mstep: Class 24 contains 80901 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58310 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16013 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32467 members 
Mstep: Class 35 contains 10822 members 
Mstep: Class 36 contains 30665 members 
Mstep: Class 37 contains 7572 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11210 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9047 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20676 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060168.000000 Penalty: 155103.640625
Iteration 147Q: 47 clusters Score -1.150602e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 13684 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 62069 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97958 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9547 members 
Mstep: Class 17 contains 30291 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 98684 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80900 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58320 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16008 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 10819 members 
Mstep: Class 36 contains 30660 members 
Mstep: Class 37 contains 7572 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9056 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20668 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060224.000000 Penalty: 155103.640625
Iteration 148Q: 47 clusters Score -1.150602e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 62075 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11128 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97960 members 
Mstep: Class 15 contains 11629 members 
Mstep: Class 16 contains 9541 members 
Mstep: Class 17 contains 30283 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 3059 members 
Mstep: Class 20 contains 98681 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80901 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58327 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16006 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 10817 members 
Mstep: Class 36 contains 30641 members 
Mstep: Class 37 contains 7572 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9063 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20660 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060384.000000 Penalty: 155103.640625
Iteration 149Q: 47 clusters Score -1.150604e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 8955 members 
Mstep: Class 4 contains 62085 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97964 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 30290 members 
Mstep: Class 18 contains 11168 members 
Mstep: Class 19 contains 3058 members 
Mstep: Class 20 contains 98677 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2956 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80897 members 
Mstep: Class 25 contains 39171 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58327 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16008 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6373 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 10813 members 
Mstep: Class 36 contains 30618 members 
Mstep: Class 37 contains 7572 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9071 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20657 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060568.000000 Penalty: 155103.640625
Iteration 150Q: 47 clusters Score -1.150606e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13685 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 62087 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11128 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97962 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9531 members 
Mstep: Class 17 contains 30297 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 3063 members 
Mstep: Class 20 contains 98670 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2955 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80897 members 
Mstep: Class 25 contains 39170 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58331 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16012 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6375 members 
Mstep: Class 34 contains 32465 members 
Mstep: Class 35 contains 10811 members 
Mstep: Class 36 contains 30594 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9076 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060520.000000 Penalty: 155103.640625
Iteration 151Q: 47 clusters Score -1.150605e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 13686 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62091 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97957 members 
Mstep: Class 15 contains 11628 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 30306 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 98656 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11971 members 
Mstep: Class 24 contains 80892 members 
Mstep: Class 25 contains 39167 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58343 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3058 members 
Mstep: Class 30 contains 16015 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32465 members 
Mstep: Class 35 contains 10808 members 
Mstep: Class 36 contains 30568 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9080 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20651 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060528.000000 Penalty: 155103.640625
Iteration 152Q: 47 clusters Score -1.150605e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62096 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10115 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97952 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 30309 members 
Mstep: Class 18 contains 11241 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 98646 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11970 members 
Mstep: Class 24 contains 80881 members 
Mstep: Class 25 contains 39166 members 
Mstep: Class 26 contains 3533 members 
Mstep: Class 27 contains 58352 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 16011 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32465 members 
Mstep: Class 35 contains 10807 members 
Mstep: Class 36 contains 30542 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9086 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20654 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060568.000000 Penalty: 155103.640625
Iteration 153Q: 47 clusters Score -1.150606e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62103 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10117 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97950 members 
Mstep: Class 15 contains 11627 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 30307 members 
Mstep: Class 18 contains 11274 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 98636 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11969 members 
Mstep: Class 24 contains 80874 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 58358 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 16011 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7586 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32465 members 
Mstep: Class 35 contains 10808 members 
Mstep: Class 36 contains 30518 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9090 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20651 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060384.000000 Penalty: 155103.640625
Iteration 154Q: 47 clusters Score -1.150604e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62108 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6762 members 
Mstep: Class 12 contains 9865 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97946 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 9535 members 
Mstep: Class 17 contains 30309 members 
Mstep: Class 18 contains 11299 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98625 members 
Mstep: Class 21 contains 23233 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11969 members 
Mstep: Class 24 contains 80868 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58371 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3057 members 
Mstep: Class 30 contains 16023 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7585 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32466 members 
Mstep: Class 35 contains 10807 members 
Mstep: Class 36 contains 30489 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9091 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20651 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060400.000000 Penalty: 155103.640625
Iteration 155Q: 47 clusters Score -1.150604e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62109 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11130 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 9866 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 97943 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9534 members 
Mstep: Class 17 contains 30315 members 
Mstep: Class 18 contains 11329 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 98619 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80865 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58376 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3056 members 
Mstep: Class 30 contains 16025 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7584 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32464 members 
Mstep: Class 35 contains 10806 members 
Mstep: Class 36 contains 30459 members 
Mstep: Class 37 contains 7573 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9092 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20653 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060408.000000 Penalty: 155103.640625
Iteration 156Q: 47 clusters Score -1.150604e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62111 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6758 members 
Mstep: Class 12 contains 9866 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 30320 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 3067 members 
Mstep: Class 20 contains 98608 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80861 members 
Mstep: Class 25 contains 39160 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58383 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3055 members 
Mstep: Class 30 contains 16024 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7583 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10804 members 
Mstep: Class 36 contains 30425 members 
Mstep: Class 37 contains 7575 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9097 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060352.000000 Penalty: 155103.640625
Iteration 157Q: 47 clusters Score -1.150604e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62113 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11131 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10130 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9866 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 30326 members 
Mstep: Class 18 contains 11393 members 
Mstep: Class 19 contains 3068 members 
Mstep: Class 20 contains 98592 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80854 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58379 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16023 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32462 members 
Mstep: Class 35 contains 10802 members 
Mstep: Class 36 contains 30400 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9103 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060392.000000 Penalty: 155103.640625
Iteration 158Q: 47 clusters Score -1.150604e+08 nChanged 152
Entering ConstructFrom: 
Score: -115060392.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Entering Unmasked Estep 
Score: -892530.500000 Penalty: 2186.873535
	Iteration 0F: 2 clusters Score -892530.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -886990.312500 Penalty: 4373.747070
	Iteration 0F: 3 clusters Score -886990.3 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -889083.875000 Penalty: 4373.747070
	Iteration 1F: 3 clusters Score -889083.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -890046.062500 Penalty: 4373.747070
	Iteration 2F: 3 clusters Score -890046.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -890948.062500 Penalty: 4373.747070
	Iteration 3F: 3 clusters Score -890948.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -891551.437500 Penalty: 4373.747070
	Iteration 4F: 3 clusters Score -891551.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -891850.625000 Penalty: 4373.747070
	Iteration 5F: 3 clusters Score -891850.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -892043.000000 Penalty: 4373.747070
	Iteration 6Q: 3 clusters Score -892043 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -892183.125000 Penalty: 4373.747070
	Iteration 7Q: 3 clusters Score -892183.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -892272.437500 Penalty: 4373.747070
	Iteration 8Q: 3 clusters Score -892272.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -892345.437500 Penalty: 4373.747070
	Iteration 9Q: 3 clusters Score -892345.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -892404.125000 Penalty: 4373.747070
	Iteration 10Q: 3 clusters Score -892404.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -892442.437500 Penalty: 4373.747070
	Iteration 11Q: 3 clusters Score -892442.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -892486.125000 Penalty: 4373.747070
	Iteration 12Q: 3 clusters Score -892486.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -892526.750000 Penalty: 4373.747070
	Iteration 13Q: 3 clusters Score -892526.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -892559.250000 Penalty: 4373.747070
	Iteration 14Q: 3 clusters Score -892559.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -892591.000000 Penalty: 4373.747070
	Iteration 15Q: 3 clusters Score -892591 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -892617.937500 Penalty: 4373.747070
	Iteration 16Q: 3 clusters Score -892617.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -892640.000000 Penalty: 4373.747070
	Iteration 17Q: 3 clusters Score -892640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -892660.625000 Penalty: 4373.747070
	Iteration 18Q: 3 clusters Score -892660.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -892676.062500 Penalty: 4373.747070
	Iteration 19Q: 3 clusters Score -892676.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -892683.812500 Penalty: 4373.747070
	Iteration 20F: 3 clusters Score -892683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -892690.437500 Penalty: 4373.747070
	Iteration 21Q: 3 clusters Score -892690.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -892694.375000 Penalty: 4373.747070
	Iteration 22Q: 3 clusters Score -892694.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -892695.500000 Penalty: 4373.747070
	Iteration 23Q: 3 clusters Score -892695.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -892699.187500 Penalty: 4373.747070
	Iteration 24Q: 3 clusters Score -892699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -892706.187500 Penalty: 4373.747070
	Iteration 25Q: 3 clusters Score -892706.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -892707.437500 Penalty: 4373.747070
	Iteration 26Q: 3 clusters Score -892707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -892711.687500 Penalty: 4373.747070
	Iteration 27Q: 3 clusters Score -892711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -892713.875000 Penalty: 4373.747070
	Iteration 28Q: 3 clusters Score -892713.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -892713.625000 Penalty: 4373.747070
	Iteration 29Q: 3 clusters Score -892713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -892719.312500 Penalty: 4373.747070
	Iteration 30Q: 3 clusters Score -892719.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -892728.375000 Penalty: 4373.747070
	Iteration 31Q: 3 clusters Score -892728.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -892734.187500 Penalty: 4373.747070
	Iteration 32Q: 3 clusters Score -892734.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -892741.000000 Penalty: 4373.747070
	Iteration 33Q: 3 clusters Score -892741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -892744.687500 Penalty: 4373.747070
	Iteration 34Q: 3 clusters Score -892744.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -892744.750000 Penalty: 4373.747070
	Iteration 35Q: 3 clusters Score -892744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -892744.937500 Penalty: 4373.747070
	Iteration 36Q: 3 clusters Score -892744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -892744.187500 Penalty: 4373.747070
	Iteration 37Q: 3 clusters Score -892744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -892744.187500 Penalty: 4373.747070
	Iteration 38F: 3 clusters Score -892744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2608 members 
Entering Unmasked Estep 
Score: -115059400.000000 Penalty: 158475.468750
Splitting cluster 1 changes total score from -115060392.000000 to -115059400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -2024681.500000 Penalty: 2362.074463
	Iteration 0F: 2 clusters Score -2024682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2014691.250000 Penalty: 4724.148926
	Iteration 0F: 3 clusters Score -2014691 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2017913.375000 Penalty: 4724.148926
	Iteration 1F: 3 clusters Score -2017913 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2018418.875000 Penalty: 4724.148926
	Iteration 2F: 3 clusters Score -2018419 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2018923.125000 Penalty: 4724.148926
	Iteration 3F: 3 clusters Score -2018923 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2019474.250000 Penalty: 4724.148926
	Iteration 4F: 3 clusters Score -2019474 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2020122.625000 Penalty: 4724.148926
	Iteration 5F: 3 clusters Score -2020123 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2020775.250000 Penalty: 4724.148926
	Iteration 6F: 3 clusters Score -2020775 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2021371.625000 Penalty: 4724.148926
	Iteration 7F: 3 clusters Score -2021372 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2021879.250000 Penalty: 4724.148926
	Iteration 8Q: 3 clusters Score -2021879 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2022261.375000 Penalty: 4724.148926
	Iteration 9Q: 3 clusters Score -2022261 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2022525.875000 Penalty: 4724.148926
	Iteration 10Q: 3 clusters Score -2022526 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2022699.500000 Penalty: 4724.148926
	Iteration 11Q: 3 clusters Score -2022700 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2022804.625000 Penalty: 4724.148926
	Iteration 12Q: 3 clusters Score -2022805 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2022872.250000 Penalty: 4724.148926
	Iteration 13Q: 3 clusters Score -2022872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2022920.625000 Penalty: 4724.148926
	Iteration 14Q: 3 clusters Score -2022921 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2022951.000000 Penalty: 4724.148926
	Iteration 15Q: 3 clusters Score -2022951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2022983.125000 Penalty: 4724.148926
	Iteration 16Q: 3 clusters Score -2022983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2022991.500000 Penalty: 4724.148926
	Iteration 17Q: 3 clusters Score -2022992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2023003.875000 Penalty: 4724.148926
	Iteration 18Q: 3 clusters Score -2023004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2023005.500000 Penalty: 4724.148926
	Iteration 19Q: 3 clusters Score -2023006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2023005.000000 Penalty: 4724.148926
	Iteration 20F: 3 clusters Score -2023005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2023010.000000 Penalty: 4724.148926
	Iteration 21Q: 3 clusters Score -2023010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2023008.125000 Penalty: 4724.148926
	Iteration 22Q: 3 clusters Score -2023008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2023011.250000 Penalty: 4724.148926
	Iteration 23Q: 3 clusters Score -2023011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2023014.125000 Penalty: 4724.148926
	Iteration 24Q: 3 clusters Score -2023014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2023013.750000 Penalty: 4724.148926
	Iteration 25Q: 3 clusters Score -2023014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2023015.250000 Penalty: 4724.148926
	Iteration 26Q: 3 clusters Score -2023015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2023016.375000 Penalty: 4724.148926
	Iteration 27Q: 3 clusters Score -2023016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2023016.375000 Penalty: 4724.148926
	Iteration 28F: 3 clusters Score -2023016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -1320886.750000 Penalty: 2256.708740
	Iteration 0F: 2 clusters Score -1320887 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 4468 members 
Entering Unmasked Estep 
Score: -1313910.250000 Penalty: 4513.417480
	Iteration 0F: 3 clusters Score -1313910 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1315826.500000 Penalty: 4513.417480
	Iteration 1F: 3 clusters Score -1315826 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1316170.625000 Penalty: 4513.417480
	Iteration 2F: 3 clusters Score -1316171 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1316425.750000 Penalty: 4513.417480
	Iteration 3F: 3 clusters Score -1316426 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1316607.125000 Penalty: 4513.417480
	Iteration 4Q: 3 clusters Score -1316607 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1316749.500000 Penalty: 4513.417480
	Iteration 5Q: 3 clusters Score -1316750 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1316863.875000 Penalty: 4513.417480
	Iteration 6Q: 3 clusters Score -1316864 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1316953.875000 Penalty: 4513.417480
	Iteration 7Q: 3 clusters Score -1316954 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1317036.000000 Penalty: 4513.417480
	Iteration 8Q: 3 clusters Score -1317036 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1317102.500000 Penalty: 4513.417480
	Iteration 9Q: 3 clusters Score -1317102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1317165.375000 Penalty: 4513.417480
	Iteration 10Q: 3 clusters Score -1317165 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1317227.625000 Penalty: 4513.417480
	Iteration 11Q: 3 clusters Score -1317228 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1317289.750000 Penalty: 4513.417480
	Iteration 12Q: 3 clusters Score -1317290 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1317357.000000 Penalty: 4513.417480
	Iteration 13Q: 3 clusters Score -1317357 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1317427.375000 Penalty: 4513.417480
	Iteration 14Q: 3 clusters Score -1317427 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1317533.125000 Penalty: 4513.417480
	Iteration 15Q: 3 clusters Score -1317533 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1317656.750000 Penalty: 4513.417480
	Iteration 16Q: 3 clusters Score -1317657 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1317819.875000 Penalty: 4513.417480
	Iteration 17Q: 3 clusters Score -1317820 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1317977.125000 Penalty: 4513.417480
	Iteration 18Q: 3 clusters Score -1317977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1318128.125000 Penalty: 4513.417480
	Iteration 19Q: 3 clusters Score -1318128 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1318266.000000 Penalty: 4513.417480
	Iteration 20F: 3 clusters Score -1318266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1318417.875000 Penalty: 4513.417480
	Iteration 21Q: 3 clusters Score -1318418 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1318562.125000 Penalty: 4513.417480
	Iteration 22Q: 3 clusters Score -1318562 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1318689.875000 Penalty: 4513.417480
	Iteration 23Q: 3 clusters Score -1318690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1318814.625000 Penalty: 4513.417480
	Iteration 24Q: 3 clusters Score -1318815 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1318898.250000 Penalty: 4513.417480
	Iteration 25Q: 3 clusters Score -1318898 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1318953.000000 Penalty: 4513.417480
	Iteration 26Q: 3 clusters Score -1318953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1318988.750000 Penalty: 4513.417480
	Iteration 27Q: 3 clusters Score -1318989 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1319020.250000 Penalty: 4513.417480
	Iteration 28Q: 3 clusters Score -1319020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1319030.250000 Penalty: 4513.417480
	Iteration 29Q: 3 clusters Score -1319030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1319045.125000 Penalty: 4513.417480
	Iteration 30Q: 3 clusters Score -1319045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1319058.750000 Penalty: 4513.417480
	Iteration 31Q: 3 clusters Score -1319059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1319068.000000 Penalty: 4513.417480
	Iteration 32Q: 3 clusters Score -1319068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1319071.125000 Penalty: 4513.417480
	Iteration 33Q: 3 clusters Score -1319071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1319082.000000 Penalty: 4513.417480
	Iteration 34Q: 3 clusters Score -1319082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1319087.250000 Penalty: 4513.417480
	Iteration 35Q: 3 clusters Score -1319087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1319090.875000 Penalty: 4513.417480
	Iteration 36Q: 3 clusters Score -1319091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1319097.125000 Penalty: 4513.417480
	Iteration 37Q: 3 clusters Score -1319097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1319099.500000 Penalty: 4513.417480
	Iteration 38Q: 3 clusters Score -1319100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1319104.000000 Penalty: 4513.417480
	Iteration 39Q: 3 clusters Score -1319104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1319105.000000 Penalty: 4513.417480
	Iteration 40F: 3 clusters Score -1319105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1319104.375000 Penalty: 4513.417480
	Iteration 41Q: 3 clusters Score -1319104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1319104.375000 Penalty: 4513.417480
	Iteration 42F: 3 clusters Score -1319104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Entering Unmasked Estep 
Score: -9315333.000000 Penalty: 2737.108398
	Iteration 0F: 2 clusters Score -9315333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -9273701.000000 Penalty: 5474.216797
	Iteration 0F: 3 clusters Score -9273701 nChanged 28856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -9290707.000000 Penalty: 5474.216797
	Iteration 1F: 3 clusters Score -9290707 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -9292359.000000 Penalty: 5474.216797
	Iteration 2F: 3 clusters Score -9292359 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9294270.000000 Penalty: 5474.216797
	Iteration 3F: 3 clusters Score -9294270 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -9296217.000000 Penalty: 5474.216797
	Iteration 4F: 3 clusters Score -9296217 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -9298397.000000 Penalty: 5474.216797
	Iteration 5F: 3 clusters Score -9298397 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -9300621.000000 Penalty: 5474.216797
	Iteration 6F: 3 clusters Score -9300621 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -9302919.000000 Penalty: 5474.216797
	Iteration 7F: 3 clusters Score -9302919 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -9304868.000000 Penalty: 5474.216797
	Iteration 8F: 3 clusters Score -9304868 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -9306316.000000 Penalty: 5474.216797
	Iteration 9Q: 3 clusters Score -9306316 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -9307346.000000 Penalty: 5474.216797
	Iteration 10Q: 3 clusters Score -9307346 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -9308147.000000 Penalty: 5474.216797
	Iteration 11Q: 3 clusters Score -9308147 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -9308733.000000 Penalty: 5474.216797
	Iteration 12Q: 3 clusters Score -9308733 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -9309218.000000 Penalty: 5474.216797
	Iteration 13Q: 3 clusters Score -9309218 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -9309619.000000 Penalty: 5474.216797
	Iteration 14Q: 3 clusters Score -9309619 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -9309954.000000 Penalty: 5474.216797
	Iteration 15Q: 3 clusters Score -9309954 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -9310370.000000 Penalty: 5474.216797
	Iteration 16Q: 3 clusters Score -9310370 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -9310697.000000 Penalty: 5474.216797
	Iteration 17Q: 3 clusters Score -9310697 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -9311023.000000 Penalty: 5474.216797
	Iteration 18Q: 3 clusters Score -9311023 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9311311.000000 Penalty: 5474.216797
	Iteration 19Q: 3 clusters Score -9311311 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -9311576.000000 Penalty: 5474.216797
	Iteration 20F: 3 clusters Score -9311576 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9311830.000000 Penalty: 5474.216797
	Iteration 21Q: 3 clusters Score -9311830 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9312044.000000 Penalty: 5474.216797
	Iteration 22Q: 3 clusters Score -9312044 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9312244.000000 Penalty: 5474.216797
	Iteration 23Q: 3 clusters Score -9312244 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9312400.000000 Penalty: 5474.216797
	Iteration 24Q: 3 clusters Score -9312400 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9312512.000000 Penalty: 5474.216797
	Iteration 25Q: 3 clusters Score -9312512 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9312639.000000 Penalty: 5474.216797
	Iteration 26Q: 3 clusters Score -9312639 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60298 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9312722.000000 Penalty: 5474.216797
	Iteration 27Q: 3 clusters Score -9312722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9312782.000000 Penalty: 5474.216797
	Iteration 28Q: 3 clusters Score -9312782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9312845.000000 Penalty: 5474.216797
	Iteration 29Q: 3 clusters Score -9312845 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60675 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9312894.000000 Penalty: 5474.216797
	Iteration 30Q: 3 clusters Score -9312894 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9312937.000000 Penalty: 5474.216797
	Iteration 31Q: 3 clusters Score -9312937 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9312972.000000 Penalty: 5474.216797
	Iteration 32Q: 3 clusters Score -9312972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9313020.000000 Penalty: 5474.216797
	Iteration 33Q: 3 clusters Score -9313020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9313058.000000 Penalty: 5474.216797
	Iteration 34Q: 3 clusters Score -9313058 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9313067.000000 Penalty: 5474.216797
	Iteration 35Q: 3 clusters Score -9313067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61052 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9313101.000000 Penalty: 5474.216797
	Iteration 36Q: 3 clusters Score -9313101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9313127.000000 Penalty: 5474.216797
	Iteration 37Q: 3 clusters Score -9313127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9313138.000000 Penalty: 5474.216797
	Iteration 38Q: 3 clusters Score -9313138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9313160.000000 Penalty: 5474.216797
	Iteration 39Q: 3 clusters Score -9313160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9313172.000000 Penalty: 5474.216797
	Iteration 40F: 3 clusters Score -9313172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9313195.000000 Penalty: 5474.216797
	Iteration 41Q: 3 clusters Score -9313195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61179 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9313192.000000 Penalty: 5474.216797
	Iteration 42Q: 3 clusters Score -9313192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9313207.000000 Penalty: 5474.216797
	Iteration 43Q: 3 clusters Score -9313207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9313199.000000 Penalty: 5474.216797
	Iteration 44Q: 3 clusters Score -9313199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9313203.000000 Penalty: 5474.216797
	Iteration 45Q: 3 clusters Score -9313203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61201 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9313198.000000 Penalty: 5474.216797
	Iteration 46Q: 3 clusters Score -9313198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9313207.000000 Penalty: 5474.216797
	Iteration 47Q: 3 clusters Score -9313207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9313202.000000 Penalty: 5474.216797
	Iteration 48Q: 3 clusters Score -9313202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9313211.000000 Penalty: 5474.216797
	Iteration 49Q: 3 clusters Score -9313211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9313211.000000 Penalty: 5474.216797
	Iteration 50Q: 3 clusters Score -9313211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9313212.000000 Penalty: 5474.216797
	Iteration 51Q: 3 clusters Score -9313212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9313228.000000 Penalty: 5474.216797
	Iteration 52Q: 3 clusters Score -9313228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9313226.000000 Penalty: 5474.216797
	Iteration 53Q: 3 clusters Score -9313226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9313228.000000 Penalty: 5474.216797
	Iteration 54Q: 3 clusters Score -9313228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9313230.000000 Penalty: 5474.216797
	Iteration 55Q: 3 clusters Score -9313230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9313236.000000 Penalty: 5474.216797
	Iteration 56Q: 3 clusters Score -9313236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9313251.000000 Penalty: 5474.216797
	Iteration 57Q: 3 clusters Score -9313251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9313258.000000 Penalty: 5474.216797
	Iteration 58Q: 3 clusters Score -9313258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9313257.000000 Penalty: 5474.216797
	Iteration 59Q: 3 clusters Score -9313257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9313273.000000 Penalty: 5474.216797
	Iteration 60F: 3 clusters Score -9313273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9313270.000000 Penalty: 5474.216797
	Iteration 61Q: 3 clusters Score -9313270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9313270.000000 Penalty: 5474.216797
	Iteration 62Q: 3 clusters Score -9313270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9313285.000000 Penalty: 5474.216797
	Iteration 63Q: 3 clusters Score -9313285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9313300.000000 Penalty: 5474.216797
	Iteration 64Q: 3 clusters Score -9313300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9313304.000000 Penalty: 5474.216797
	Iteration 65Q: 3 clusters Score -9313304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9313313.000000 Penalty: 5474.216797
	Iteration 66Q: 3 clusters Score -9313313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9313305.000000 Penalty: 5474.216797
	Iteration 67Q: 3 clusters Score -9313305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9313320.000000 Penalty: 5474.216797
	Iteration 68Q: 3 clusters Score -9313320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61333 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9313319.000000 Penalty: 5474.216797
	Iteration 69Q: 3 clusters Score -9313319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9313318.000000 Penalty: 5474.216797
	Iteration 70Q: 3 clusters Score -9313318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9313322.000000 Penalty: 5474.216797
	Iteration 71Q: 3 clusters Score -9313322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9313322.000000 Penalty: 5474.216797
	Iteration 72F: 3 clusters Score -9313322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Entering Unmasked Estep 
Score: -208865.453125 Penalty: 1828.596924
	Iteration 0F: 2 clusters Score -208865.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -206561.765625 Penalty: 3657.193848
	Iteration 0F: 3 clusters Score -206561.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -207075.281250 Penalty: 3657.193848
	Iteration 1F: 3 clusters Score -207075.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -207413.312500 Penalty: 3657.193848
	Iteration 2F: 3 clusters Score -207413.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -207674.625000 Penalty: 3657.193848
	Iteration 3F: 3 clusters Score -207674.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207861.875000 Penalty: 3657.193848
	Iteration 4F: 3 clusters Score -207861.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -208062.781250 Penalty: 3657.193848
	Iteration 5Q: 3 clusters Score -208062.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -208225.984375 Penalty: 3657.193848
	Iteration 6Q: 3 clusters Score -208226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -208351.609375 Penalty: 3657.193848
	Iteration 7Q: 3 clusters Score -208351.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -208499.656250 Penalty: 3657.193848
	Iteration 8Q: 3 clusters Score -208499.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -208624.718750 Penalty: 3657.193848
	Iteration 9Q: 3 clusters Score -208624.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -208700.390625 Penalty: 3657.193848
	Iteration 10Q: 3 clusters Score -208700.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -208750.843750 Penalty: 3657.193848
	Iteration 11Q: 3 clusters Score -208750.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208767.812500 Penalty: 3657.193848
	Iteration 12Q: 3 clusters Score -208767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -208779.593750 Penalty: 3657.193848
	Iteration 13Q: 3 clusters Score -208779.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -208792.671875 Penalty: 3657.193848
	Iteration 14Q: 3 clusters Score -208792.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -208806.015625 Penalty: 3657.193848
	Iteration 15Q: 3 clusters Score -208806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208828.812500 Penalty: 3657.193848
	Iteration 16Q: 3 clusters Score -208828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -208854.578125 Penalty: 3657.193848
	Iteration 17Q: 3 clusters Score -208854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -208871.546875 Penalty: 3657.193848
	Iteration 18Q: 3 clusters Score -208871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -208888.281250 Penalty: 3657.193848
	Iteration 19Q: 3 clusters Score -208888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -208898.406250 Penalty: 3657.193848
	Iteration 20F: 3 clusters Score -208898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -208904.968750 Penalty: 3657.193848
	Iteration 21Q: 3 clusters Score -208905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -208910.171875 Penalty: 3657.193848
	Iteration 22Q: 3 clusters Score -208910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -208917.328125 Penalty: 3657.193848
	Iteration 23Q: 3 clusters Score -208917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -208918.187500 Penalty: 3657.193848
	Iteration 24Q: 3 clusters Score -208918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -208918.187500 Penalty: 3657.193848
	Iteration 25F: 3 clusters Score -208918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 612 members 
Entering Unmasked Estep 
Score: -115059112.000000 Penalty: 158475.468750
Splitting cluster 5 changes total score from -115060392.000000 to -115059112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Entering Unmasked Estep 
Score: -1550396.875000 Penalty: 2310.692627
	Iteration 0F: 2 clusters Score -1550397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1542056.500000 Penalty: 4621.385254
	Iteration 0F: 3 clusters Score -1542056 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1545123.750000 Penalty: 4621.385254
	Iteration 1F: 3 clusters Score -1545124 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1545909.875000 Penalty: 4621.385254
	Iteration 2F: 3 clusters Score -1545910 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1546587.625000 Penalty: 4621.385254
	Iteration 3F: 3 clusters Score -1546588 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1547220.000000 Penalty: 4621.385254
	Iteration 4F: 3 clusters Score -1547220 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1547801.750000 Penalty: 4621.385254
	Iteration 5F: 3 clusters Score -1547802 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1548200.125000 Penalty: 4621.385254
	Iteration 6F: 3 clusters Score -1548200 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1548458.250000 Penalty: 4621.385254
	Iteration 7Q: 3 clusters Score -1548458 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1548616.625000 Penalty: 4621.385254
	Iteration 8Q: 3 clusters Score -1548617 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1548754.375000 Penalty: 4621.385254
	Iteration 9Q: 3 clusters Score -1548754 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1548867.625000 Penalty: 4621.385254
	Iteration 10Q: 3 clusters Score -1548868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1548934.000000 Penalty: 4621.385254
	Iteration 11Q: 3 clusters Score -1548934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1548984.000000 Penalty: 4621.385254
	Iteration 12Q: 3 clusters Score -1548984 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1549023.125000 Penalty: 4621.385254
	Iteration 13Q: 3 clusters Score -1549023 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1549067.000000 Penalty: 4621.385254
	Iteration 14Q: 3 clusters Score -1549067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1549099.625000 Penalty: 4621.385254
	Iteration 15Q: 3 clusters Score -1549100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1549125.750000 Penalty: 4621.385254
	Iteration 16Q: 3 clusters Score -1549126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1549152.750000 Penalty: 4621.385254
	Iteration 17Q: 3 clusters Score -1549153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1549168.625000 Penalty: 4621.385254
	Iteration 18Q: 3 clusters Score -1549169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1549179.875000 Penalty: 4621.385254
	Iteration 19Q: 3 clusters Score -1549180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1549194.250000 Penalty: 4621.385254
	Iteration 20F: 3 clusters Score -1549194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1549212.625000 Penalty: 4621.385254
	Iteration 21Q: 3 clusters Score -1549213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1549224.500000 Penalty: 4621.385254
	Iteration 22Q: 3 clusters Score -1549224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1549237.875000 Penalty: 4621.385254
	Iteration 23Q: 3 clusters Score -1549238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1549247.125000 Penalty: 4621.385254
	Iteration 24Q: 3 clusters Score -1549247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1549250.500000 Penalty: 4621.385254
	Iteration 25Q: 3 clusters Score -1549250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1549257.750000 Penalty: 4621.385254
	Iteration 26Q: 3 clusters Score -1549258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1549257.500000 Penalty: 4621.385254
	Iteration 27Q: 3 clusters Score -1549258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1549263.375000 Penalty: 4621.385254
	Iteration 28Q: 3 clusters Score -1549263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1549269.125000 Penalty: 4621.385254
	Iteration 29Q: 3 clusters Score -1549269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1549268.375000 Penalty: 4621.385254
	Iteration 30Q: 3 clusters Score -1549268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1549270.000000 Penalty: 4621.385254
	Iteration 31Q: 3 clusters Score -1549270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1549274.500000 Penalty: 4621.385254
	Iteration 32Q: 3 clusters Score -1549274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1549277.875000 Penalty: 4621.385254
	Iteration 33Q: 3 clusters Score -1549278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1549278.625000 Penalty: 4621.385254
	Iteration 34Q: 3 clusters Score -1549279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1549279.375000 Penalty: 4621.385254
	Iteration 35Q: 3 clusters Score -1549279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1549280.750000 Penalty: 4621.385254
	Iteration 36Q: 3 clusters Score -1549281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1549283.625000 Penalty: 4621.385254
	Iteration 37Q: 3 clusters Score -1549284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1549287.125000 Penalty: 4621.385254
	Iteration 38Q: 3 clusters Score -1549287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1549290.375000 Penalty: 4621.385254
	Iteration 39Q: 3 clusters Score -1549290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1549290.750000 Penalty: 4621.385254
	Iteration 40F: 3 clusters Score -1549291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1549295.125000 Penalty: 4621.385254
	Iteration 41Q: 3 clusters Score -1549295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1549294.375000 Penalty: 4621.385254
	Iteration 42Q: 3 clusters Score -1549294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1549297.500000 Penalty: 4621.385254
	Iteration 43Q: 3 clusters Score -1549298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1549299.000000 Penalty: 4621.385254
	Iteration 44Q: 3 clusters Score -1549299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1549303.250000 Penalty: 4621.385254
	Iteration 45Q: 3 clusters Score -1549303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1549311.750000 Penalty: 4621.385254
	Iteration 46Q: 3 clusters Score -1549312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1549311.375000 Penalty: 4621.385254
	Iteration 47Q: 3 clusters Score -1549311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1549311.875000 Penalty: 4621.385254
	Iteration 48Q: 3 clusters Score -1549312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1549312.625000 Penalty: 4621.385254
	Iteration 49Q: 3 clusters Score -1549313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1549312.875000 Penalty: 4621.385254
	Iteration 50Q: 3 clusters Score -1549313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1549313.625000 Penalty: 4621.385254
	Iteration 51Q: 3 clusters Score -1549314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549313.750000 Penalty: 4621.385254
	Iteration 52Q: 3 clusters Score -1549314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1549316.250000 Penalty: 4621.385254
	Iteration 53Q: 3 clusters Score -1549316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1549315.875000 Penalty: 4621.385254
	Iteration 54Q: 3 clusters Score -1549316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1549316.125000 Penalty: 4621.385254
	Iteration 55Q: 3 clusters Score -1549316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1549317.500000 Penalty: 4621.385254
	Iteration 56Q: 3 clusters Score -1549318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1549321.625000 Penalty: 4621.385254
	Iteration 57Q: 3 clusters Score -1549322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1549325.500000 Penalty: 4621.385254
	Iteration 58Q: 3 clusters Score -1549326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1549324.625000 Penalty: 4621.385254
	Iteration 59Q: 3 clusters Score -1549325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1549324.250000 Penalty: 4621.385254
	Iteration 60F: 3 clusters Score -1549324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1549323.125000 Penalty: 4621.385254
	Iteration 61Q: 3 clusters Score -1549323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1549324.000000 Penalty: 4621.385254
	Iteration 62Q: 3 clusters Score -1549324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1549327.500000 Penalty: 4621.385254
	Iteration 63Q: 3 clusters Score -1549328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1549327.500000 Penalty: 4621.385254
	Iteration 64Q: 3 clusters Score -1549328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549326.500000 Penalty: 4621.385254
	Iteration 65Q: 3 clusters Score -1549326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549323.125000 Penalty: 4621.385254
	Iteration 66Q: 3 clusters Score -1549323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549322.375000 Penalty: 4621.385254
	Iteration 67Q: 3 clusters Score -1549322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1549320.750000 Penalty: 4621.385254
	Iteration 68Q: 3 clusters Score -1549321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1549321.125000 Penalty: 4621.385254
	Iteration 69Q: 3 clusters Score -1549321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549324.875000 Penalty: 4621.385254
	Iteration 70Q: 3 clusters Score -1549325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1549327.000000 Penalty: 4621.385254
	Iteration 71Q: 3 clusters Score -1549327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1549327.375000 Penalty: 4621.385254
	Iteration 72Q: 3 clusters Score -1549327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1549325.875000 Penalty: 4621.385254
	Iteration 73Q: 3 clusters Score -1549326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1549325.500000 Penalty: 4621.385254
	Iteration 74Q: 3 clusters Score -1549326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1549327.625000 Penalty: 4621.385254
	Iteration 75Q: 3 clusters Score -1549328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1549326.500000 Penalty: 4621.385254
	Iteration 76Q: 3 clusters Score -1549326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1549326.500000 Penalty: 4621.385254
	Iteration 77F: 3 clusters Score -1549326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -90797.617188 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -90797.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89139.710938 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -89139.71 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89514.960938 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -89514.96 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89685.664062 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -89685.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89756.085938 Penalty: 3308.071045
	Iteration 3Q: 3 clusters Score -89756.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89824.726562 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -89824.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89886.570312 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -89886.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -89914.359375 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -89914.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89961.117188 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -89961.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90021.679688 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -90021.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90051.531250 Penalty: 3308.071045
	Iteration 9Q: 3 clusters Score -90051.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -90089.085938 Penalty: 3308.071045
	Iteration 10Q: 3 clusters Score -90089.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90120.046875 Penalty: 3308.071045
	Iteration 11Q: 3 clusters Score -90120.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -90132.187500 Penalty: 3308.071045
	Iteration 12Q: 3 clusters Score -90132.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90136.671875 Penalty: 3308.071045
	Iteration 13Q: 3 clusters Score -90136.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -90136.671875 Penalty: 3308.071045
	Iteration 14F: 3 clusters Score -90136.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55250.972656 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55250.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -53894.941406 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53894.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -54026.718750 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54026.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54084.058594 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -54084.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54110.296875 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54110.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54120.875000 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54120.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54120.875000 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -54120.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Entering Unmasked Estep 
Score: -1478280.750000 Penalty: 2287.759033
	Iteration 0F: 2 clusters Score -1478281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1470525.750000 Penalty: 4575.518066
	Iteration 0F: 3 clusters Score -1470526 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1472817.125000 Penalty: 4575.518066
	Iteration 1F: 3 clusters Score -1472817 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1473153.500000 Penalty: 4575.518066
	Iteration 2F: 3 clusters Score -1473154 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1473416.375000 Penalty: 4575.518066
	Iteration 3F: 3 clusters Score -1473416 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1473674.750000 Penalty: 4575.518066
	Iteration 4Q: 3 clusters Score -1473675 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1473967.000000 Penalty: 4575.518066
	Iteration 5Q: 3 clusters Score -1473967 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1474342.750000 Penalty: 4575.518066
	Iteration 6F: 3 clusters Score -1474343 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1474768.875000 Penalty: 4575.518066
	Iteration 7F: 3 clusters Score -1474769 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1475306.750000 Penalty: 4575.518066
	Iteration 8F: 3 clusters Score -1475307 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1475929.625000 Penalty: 4575.518066
	Iteration 9F: 3 clusters Score -1475930 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1476564.375000 Penalty: 4575.518066
	Iteration 10F: 3 clusters Score -1476564 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1477083.625000 Penalty: 4575.518066
	Iteration 11Q: 3 clusters Score -1477084 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1477467.000000 Penalty: 4575.518066
	Iteration 12Q: 3 clusters Score -1477467 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1477677.500000 Penalty: 4575.518066
	Iteration 13Q: 3 clusters Score -1477678 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1477775.750000 Penalty: 4575.518066
	Iteration 14Q: 3 clusters Score -1477776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1477828.500000 Penalty: 4575.518066
	Iteration 15Q: 3 clusters Score -1477828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1477853.000000 Penalty: 4575.518066
	Iteration 16Q: 3 clusters Score -1477853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1477868.625000 Penalty: 4575.518066
	Iteration 17Q: 3 clusters Score -1477869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1477878.625000 Penalty: 4575.518066
	Iteration 18Q: 3 clusters Score -1477879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1477887.875000 Penalty: 4575.518066
	Iteration 19Q: 3 clusters Score -1477888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1477895.000000 Penalty: 4575.518066
	Iteration 20F: 3 clusters Score -1477895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1477904.875000 Penalty: 4575.518066
	Iteration 21Q: 3 clusters Score -1477905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1477913.500000 Penalty: 4575.518066
	Iteration 22Q: 3 clusters Score -1477914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1477916.125000 Penalty: 4575.518066
	Iteration 23Q: 3 clusters Score -1477916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1477915.500000 Penalty: 4575.518066
	Iteration 24Q: 3 clusters Score -1477916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1477916.625000 Penalty: 4575.518066
	Iteration 25Q: 3 clusters Score -1477917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1477916.625000 Penalty: 4575.518066
	Iteration 26Q: 3 clusters Score -1477917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1477916.750000 Penalty: 4575.518066
	Iteration 27Q: 3 clusters Score -1477917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1477916.750000 Penalty: 4575.518066
	Iteration 28F: 3 clusters Score -1477917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122457.421875 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122457.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122824.304688 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122824.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -122977.046875 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -122977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -123151.062500 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -123151.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123483.773438 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -123483.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -123989.648438 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -123989.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124319.781250 Penalty: 3385.966553
	Iteration 6F: 3 clusters Score -124319.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124512.234375 Penalty: 3385.966553
	Iteration 7F: 3 clusters Score -124512.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -124679.617188 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124679.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124802.632812 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -124802.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124877.414062 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -124877.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124905.062500 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -124905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -124923.476562 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -124923.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -124955.187500 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -124955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124967.773438 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -124967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -124980.914062 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -124980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -124985.453125 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -124985.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124991.828125 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -124991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -125007.906250 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -125007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -125023.031250 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -125023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -125035.023438 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -125035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -125044.578125 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -125044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125049.296875 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -125049.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -125052.195312 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -125052.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -125053.507812 Penalty: 3385.966553
	Iteration 24Q: 3 clusters Score -125053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -125054.195312 Penalty: 3385.966553
	Iteration 25Q: 3 clusters Score -125054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -125055.773438 Penalty: 3385.966553
	Iteration 26Q: 3 clusters Score -125055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -125059.539062 Penalty: 3385.966553
	Iteration 27Q: 3 clusters Score -125059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -125064.617188 Penalty: 3385.966553
	Iteration 28Q: 3 clusters Score -125064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -125074.398438 Penalty: 3385.966553
	Iteration 29Q: 3 clusters Score -125074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -125074.398438 Penalty: 3385.966553
	Iteration 30F: 3 clusters Score -125074.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 328 members 
Entering Unmasked Estep 
Score: -115059400.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115060392.000000 to -115059400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -846350.687500 Penalty: 2186.800049
	Iteration 0F: 2 clusters Score -846350.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -840836.125000 Penalty: 4373.600098
	Iteration 0F: 3 clusters Score -840836.1 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -842812.812500 Penalty: 4373.600098
	Iteration 1F: 3 clusters Score -842812.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -843493.562500 Penalty: 4373.600098
	Iteration 2F: 3 clusters Score -843493.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -843990.437500 Penalty: 4373.600098
	Iteration 3F: 3 clusters Score -843990.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -844297.062500 Penalty: 4373.600098
	Iteration 4F: 3 clusters Score -844297.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -844492.062500 Penalty: 4373.600098
	Iteration 5Q: 3 clusters Score -844492.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -844650.062500 Penalty: 4373.600098
	Iteration 6Q: 3 clusters Score -844650.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -844767.312500 Penalty: 4373.600098
	Iteration 7Q: 3 clusters Score -844767.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -844889.375000 Penalty: 4373.600098
	Iteration 8Q: 3 clusters Score -844889.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -845049.187500 Penalty: 4373.600098
	Iteration 9Q: 3 clusters Score -845049.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -845230.000000 Penalty: 4373.600098
	Iteration 10Q: 3 clusters Score -845230 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -845379.312500 Penalty: 4373.600098
	Iteration 11Q: 3 clusters Score -845379.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -845491.687500 Penalty: 4373.600098
	Iteration 12Q: 3 clusters Score -845491.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -845592.000000 Penalty: 4373.600098
	Iteration 13Q: 3 clusters Score -845592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -845672.312500 Penalty: 4373.600098
	Iteration 14Q: 3 clusters Score -845672.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -845731.750000 Penalty: 4373.600098
	Iteration 15Q: 3 clusters Score -845731.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -845791.125000 Penalty: 4373.600098
	Iteration 16Q: 3 clusters Score -845791.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -845840.312500 Penalty: 4373.600098
	Iteration 17Q: 3 clusters Score -845840.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -845883.500000 Penalty: 4373.600098
	Iteration 18Q: 3 clusters Score -845883.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -845933.062500 Penalty: 4373.600098
	Iteration 19Q: 3 clusters Score -845933.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -845998.500000 Penalty: 4373.600098
	Iteration 20F: 3 clusters Score -845998.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -846088.187500 Penalty: 4373.600098
	Iteration 21Q: 3 clusters Score -846088.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -846160.687500 Penalty: 4373.600098
	Iteration 22Q: 3 clusters Score -846160.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -846234.187500 Penalty: 4373.600098
	Iteration 23Q: 3 clusters Score -846234.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -846293.187500 Penalty: 4373.600098
	Iteration 24Q: 3 clusters Score -846293.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -846346.500000 Penalty: 4373.600098
	Iteration 25Q: 3 clusters Score -846346.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -846407.062500 Penalty: 4373.600098
	Iteration 26Q: 3 clusters Score -846407.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -846503.062500 Penalty: 4373.600098
	Iteration 27Q: 3 clusters Score -846503.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -846594.062500 Penalty: 4373.600098
	Iteration 28Q: 3 clusters Score -846594.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -846671.375000 Penalty: 4373.600098
	Iteration 29Q: 3 clusters Score -846671.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -846731.125000 Penalty: 4373.600098
	Iteration 30Q: 3 clusters Score -846731.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -846794.875000 Penalty: 4373.600098
	Iteration 31Q: 3 clusters Score -846794.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -846844.687500 Penalty: 4373.600098
	Iteration 32Q: 3 clusters Score -846844.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -846882.812500 Penalty: 4373.600098
	Iteration 33Q: 3 clusters Score -846882.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -846913.187500 Penalty: 4373.600098
	Iteration 34Q: 3 clusters Score -846913.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -846939.125000 Penalty: 4373.600098
	Iteration 35Q: 3 clusters Score -846939.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -846962.750000 Penalty: 4373.600098
	Iteration 36Q: 3 clusters Score -846962.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -846975.500000 Penalty: 4373.600098
	Iteration 37Q: 3 clusters Score -846975.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -846983.062500 Penalty: 4373.600098
	Iteration 38Q: 3 clusters Score -846983.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -846989.625000 Penalty: 4373.600098
	Iteration 39Q: 3 clusters Score -846989.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -846991.375000 Penalty: 4373.600098
	Iteration 40F: 3 clusters Score -846991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -846993.812500 Penalty: 4373.600098
	Iteration 41Q: 3 clusters Score -846993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -846996.125000 Penalty: 4373.600098
	Iteration 42Q: 3 clusters Score -846996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -846996.312500 Penalty: 4373.600098
	Iteration 43Q: 3 clusters Score -846996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -846997.500000 Penalty: 4373.600098
	Iteration 44Q: 3 clusters Score -846997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -846998.437500 Penalty: 4373.600098
	Iteration 45Q: 3 clusters Score -846998.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -846999.375000 Penalty: 4373.600098
	Iteration 46Q: 3 clusters Score -846999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -846999.312500 Penalty: 4373.600098
	Iteration 47Q: 3 clusters Score -846999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -846999.937500 Penalty: 4373.600098
	Iteration 48Q: 3 clusters Score -846999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -847000.312500 Penalty: 4373.600098
	Iteration 49Q: 3 clusters Score -847000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -847000.312500 Penalty: 4373.600098
	Iteration 50F: 3 clusters Score -847000.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2687 members 
Entering Unmasked Estep 
Score: -115059624.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115060392.000000 to -115059624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Entering Unmasked Estep 
Score: -1470909.125000 Penalty: 2280.843750
	Iteration 0F: 2 clusters Score -1470909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1463288.125000 Penalty: 4561.687500
	Iteration 0F: 3 clusters Score -1463288 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1465558.000000 Penalty: 4561.687500
	Iteration 1F: 3 clusters Score -1465558 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1465940.125000 Penalty: 4561.687500
	Iteration 2F: 3 clusters Score -1465940 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1466263.375000 Penalty: 4561.687500
	Iteration 3F: 3 clusters Score -1466263 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1466553.500000 Penalty: 4561.687500
	Iteration 4F: 3 clusters Score -1466554 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1466802.625000 Penalty: 4561.687500
	Iteration 5Q: 3 clusters Score -1466803 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1467034.625000 Penalty: 4561.687500
	Iteration 6Q: 3 clusters Score -1467035 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1467253.375000 Penalty: 4561.687500
	Iteration 7Q: 3 clusters Score -1467253 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1467453.500000 Penalty: 4561.687500
	Iteration 8Q: 3 clusters Score -1467454 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1467659.875000 Penalty: 4561.687500
	Iteration 9Q: 3 clusters Score -1467660 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1467851.750000 Penalty: 4561.687500
	Iteration 10Q: 3 clusters Score -1467852 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1468039.375000 Penalty: 4561.687500
	Iteration 11Q: 3 clusters Score -1468039 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1468194.375000 Penalty: 4561.687500
	Iteration 12Q: 3 clusters Score -1468194 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1468331.125000 Penalty: 4561.687500
	Iteration 13Q: 3 clusters Score -1468331 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1468449.750000 Penalty: 4561.687500
	Iteration 14Q: 3 clusters Score -1468450 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1468550.500000 Penalty: 4561.687500
	Iteration 15Q: 3 clusters Score -1468550 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1468642.750000 Penalty: 4561.687500
	Iteration 16Q: 3 clusters Score -1468643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1468715.750000 Penalty: 4561.687500
	Iteration 17Q: 3 clusters Score -1468716 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1468784.250000 Penalty: 4561.687500
	Iteration 18Q: 3 clusters Score -1468784 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1468830.750000 Penalty: 4561.687500
	Iteration 19Q: 3 clusters Score -1468831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1468879.875000 Penalty: 4561.687500
	Iteration 20F: 3 clusters Score -1468880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1468924.000000 Penalty: 4561.687500
	Iteration 21Q: 3 clusters Score -1468924 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1468961.125000 Penalty: 4561.687500
	Iteration 22Q: 3 clusters Score -1468961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1468991.375000 Penalty: 4561.687500
	Iteration 23Q: 3 clusters Score -1468991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1469002.750000 Penalty: 4561.687500
	Iteration 24Q: 3 clusters Score -1469003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1469014.750000 Penalty: 4561.687500
	Iteration 25Q: 3 clusters Score -1469015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1469028.125000 Penalty: 4561.687500
	Iteration 26Q: 3 clusters Score -1469028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1469039.750000 Penalty: 4561.687500
	Iteration 27Q: 3 clusters Score -1469040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1469056.500000 Penalty: 4561.687500
	Iteration 28Q: 3 clusters Score -1469056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1469067.000000 Penalty: 4561.687500
	Iteration 29Q: 3 clusters Score -1469067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1469071.250000 Penalty: 4561.687500
	Iteration 30Q: 3 clusters Score -1469071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1469076.750000 Penalty: 4561.687500
	Iteration 31Q: 3 clusters Score -1469077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1469076.750000 Penalty: 4561.687500
	Iteration 32Q: 3 clusters Score -1469077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1469080.500000 Penalty: 4561.687500
	Iteration 33Q: 3 clusters Score -1469080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1469080.750000 Penalty: 4561.687500
	Iteration 34Q: 3 clusters Score -1469081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1469080.125000 Penalty: 4561.687500
	Iteration 35Q: 3 clusters Score -1469080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1469080.125000 Penalty: 4561.687500
	Iteration 36F: 3 clusters Score -1469080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -938555.312500 Penalty: 2177.406494
	Iteration 0F: 2 clusters Score -938555.3 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 3287 members 
Entering Unmasked Estep 
Score: -933150.375000 Penalty: 4354.812988
	Iteration 0F: 3 clusters Score -933150.4 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -934640.875000 Penalty: 4354.812988
	Iteration 1F: 3 clusters Score -934640.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -935036.062500 Penalty: 4354.812988
	Iteration 2F: 3 clusters Score -935036.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -935497.625000 Penalty: 4354.812988
	Iteration 3F: 3 clusters Score -935497.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -936096.750000 Penalty: 4354.812988
	Iteration 4F: 3 clusters Score -936096.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -936749.812500 Penalty: 4354.812988
	Iteration 5F: 3 clusters Score -936749.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -937244.250000 Penalty: 4354.812988
	Iteration 6F: 3 clusters Score -937244.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -937539.250000 Penalty: 4354.812988
	Iteration 7Q: 3 clusters Score -937539.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -937670.500000 Penalty: 4354.812988
	Iteration 8Q: 3 clusters Score -937670.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -937736.125000 Penalty: 4354.812988
	Iteration 9Q: 3 clusters Score -937736.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -937782.687500 Penalty: 4354.812988
	Iteration 10Q: 3 clusters Score -937782.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -937807.187500 Penalty: 4354.812988
	Iteration 11Q: 3 clusters Score -937807.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -937821.250000 Penalty: 4354.812988
	Iteration 12Q: 3 clusters Score -937821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -937834.687500 Penalty: 4354.812988
	Iteration 13Q: 3 clusters Score -937834.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -937843.750000 Penalty: 4354.812988
	Iteration 14Q: 3 clusters Score -937843.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -937851.187500 Penalty: 4354.812988
	Iteration 15Q: 3 clusters Score -937851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -937855.875000 Penalty: 4354.812988
	Iteration 16Q: 3 clusters Score -937855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -937859.937500 Penalty: 4354.812988
	Iteration 17Q: 3 clusters Score -937859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -937860.375000 Penalty: 4354.812988
	Iteration 18Q: 3 clusters Score -937860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -937861.000000 Penalty: 4354.812988
	Iteration 19Q: 3 clusters Score -937861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -937861.125000 Penalty: 4354.812988
	Iteration 20F: 3 clusters Score -937861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -937861.375000 Penalty: 4354.812988
	Iteration 21Q: 3 clusters Score -937861.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -937862.125000 Penalty: 4354.812988
	Iteration 22Q: 3 clusters Score -937862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -937862.625000 Penalty: 4354.812988
	Iteration 23Q: 3 clusters Score -937862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -937863.750000 Penalty: 4354.812988
	Iteration 24Q: 3 clusters Score -937863.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -937863.687500 Penalty: 4354.812988
	Iteration 25Q: 3 clusters Score -937863.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -937863.500000 Penalty: 4354.812988
	Iteration 26Q: 3 clusters Score -937863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -937863.500000 Penalty: 4354.812988
	Iteration 27F: 3 clusters Score -937863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97941 members 
Entering Unmasked Estep 
Score: -14708086.000000 Penalty: 2850.045898
	Iteration 0F: 2 clusters Score -1.470809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -14642586.000000 Penalty: 5700.091797
	Iteration 0F: 3 clusters Score -1.464259e+07 nChanged 46497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -14669848.000000 Penalty: 5700.091797
	Iteration 1F: 3 clusters Score -1.466985e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -14671217.000000 Penalty: 5700.091797
	Iteration 2Q: 3 clusters Score -1.467122e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -14673198.000000 Penalty: 5700.091797
	Iteration 3Q: 3 clusters Score -1.46732e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -14675606.000000 Penalty: 5700.091797
	Iteration 4F: 3 clusters Score -1.467561e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -14678695.000000 Penalty: 5700.091797
	Iteration 5F: 3 clusters Score -1.46787e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -14682216.000000 Penalty: 5700.091797
	Iteration 6F: 3 clusters Score -1.468222e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -14686127.000000 Penalty: 5700.091797
	Iteration 7F: 3 clusters Score -1.468613e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -14690721.000000 Penalty: 5700.091797
	Iteration 8F: 3 clusters Score -1.469072e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -14695363.000000 Penalty: 5700.091797
	Iteration 9F: 3 clusters Score -1.469536e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -14699546.000000 Penalty: 5700.091797
	Iteration 10Q: 3 clusters Score -1.469955e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 94423 members 
Entering Unmasked Estep 
Score: -14702571.000000 Penalty: 5700.091797
	Iteration 11Q: 3 clusters Score -1.470257e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -14704218.000000 Penalty: 5700.091797
	Iteration 12Q: 3 clusters Score -1.470422e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 96995 members 
Entering Unmasked Estep 
Score: -14704914.000000 Penalty: 5700.091797
	Iteration 13Q: 3 clusters Score -1.470491e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -14705195.000000 Penalty: 5700.091797
	Iteration 14Q: 3 clusters Score -1.47052e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 97470 members 
Entering Unmasked Estep 
Score: -14705360.000000 Penalty: 5700.091797
	Iteration 15Q: 3 clusters Score -1.470536e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97516 members 
Entering Unmasked Estep 
Score: -14705441.000000 Penalty: 5700.091797
	Iteration 16Q: 3 clusters Score -1.470544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -14705473.000000 Penalty: 5700.091797
	Iteration 17Q: 3 clusters Score -1.470547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 97546 members 
Entering Unmasked Estep 
Score: -14705509.000000 Penalty: 5700.091797
	Iteration 18Q: 3 clusters Score -1.470551e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -14705547.000000 Penalty: 5700.091797
	Iteration 19Q: 3 clusters Score -1.470555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 97569 members 
Entering Unmasked Estep 
Score: -14705567.000000 Penalty: 5700.091797
	Iteration 20F: 3 clusters Score -1.470557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -14705586.000000 Penalty: 5700.091797
	Iteration 21Q: 3 clusters Score -1.470559e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -14705592.000000 Penalty: 5700.091797
	Iteration 22Q: 3 clusters Score -1.470559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -14705616.000000 Penalty: 5700.091797
	Iteration 23Q: 3 clusters Score -1.470562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -14705635.000000 Penalty: 5700.091797
	Iteration 24Q: 3 clusters Score -1.470564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -14705642.000000 Penalty: 5700.091797
	Iteration 25Q: 3 clusters Score -1.470564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 97604 members 
Entering Unmasked Estep 
Score: -14705640.000000 Penalty: 5700.091797
	Iteration 26Q: 3 clusters Score -1.470564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -14705644.000000 Penalty: 5700.091797
	Iteration 27Q: 3 clusters Score -1.470564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -14705644.000000 Penalty: 5700.091797
	Iteration 28F: 3 clusters Score -1.470564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Entering Unmasked Estep 
Score: -1733327.250000 Penalty: 2321.442383
	Iteration 0F: 2 clusters Score -1733327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1724660.250000 Penalty: 4642.884766
	Iteration 0F: 3 clusters Score -1724660 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1727294.125000 Penalty: 4642.884766
	Iteration 1F: 3 clusters Score -1727294 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1727725.000000 Penalty: 4642.884766
	Iteration 2F: 3 clusters Score -1727725 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1728090.375000 Penalty: 4642.884766
	Iteration 3F: 3 clusters Score -1728090 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1728434.500000 Penalty: 4642.884766
	Iteration 4Q: 3 clusters Score -1728434 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1728850.625000 Penalty: 4642.884766
	Iteration 5F: 3 clusters Score -1728851 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1729302.000000 Penalty: 4642.884766
	Iteration 6F: 3 clusters Score -1729302 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1729759.250000 Penalty: 4642.884766
	Iteration 7F: 3 clusters Score -1729759 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1730293.000000 Penalty: 4642.884766
	Iteration 8F: 3 clusters Score -1730293 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1730837.375000 Penalty: 4642.884766
	Iteration 9F: 3 clusters Score -1730837 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1731327.875000 Penalty: 4642.884766
	Iteration 10Q: 3 clusters Score -1731328 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1731730.750000 Penalty: 4642.884766
	Iteration 11Q: 3 clusters Score -1731731 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1731993.500000 Penalty: 4642.884766
	Iteration 12Q: 3 clusters Score -1731994 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1732152.125000 Penalty: 4642.884766
	Iteration 13Q: 3 clusters Score -1732152 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1732224.750000 Penalty: 4642.884766
	Iteration 14Q: 3 clusters Score -1732225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1732246.125000 Penalty: 4642.884766
	Iteration 15Q: 3 clusters Score -1732246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1732265.375000 Penalty: 4642.884766
	Iteration 16Q: 3 clusters Score -1732265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1732285.625000 Penalty: 4642.884766
	Iteration 17Q: 3 clusters Score -1732286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1732294.750000 Penalty: 4642.884766
	Iteration 18Q: 3 clusters Score -1732295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1732301.625000 Penalty: 4642.884766
	Iteration 19Q: 3 clusters Score -1732302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1732305.375000 Penalty: 4642.884766
	Iteration 20F: 3 clusters Score -1732305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1732302.875000 Penalty: 4642.884766
	Iteration 21Q: 3 clusters Score -1732303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1732307.625000 Penalty: 4642.884766
	Iteration 22Q: 3 clusters Score -1732308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1732308.375000 Penalty: 4642.884766
	Iteration 23Q: 3 clusters Score -1732308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1732309.375000 Penalty: 4642.884766
	Iteration 24Q: 3 clusters Score -1732309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1732313.625000 Penalty: 4642.884766
	Iteration 25Q: 3 clusters Score -1732314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1732310.000000 Penalty: 4642.884766
	Iteration 26Q: 3 clusters Score -1732310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1732312.375000 Penalty: 4642.884766
	Iteration 27Q: 3 clusters Score -1732312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1732313.000000 Penalty: 4642.884766
	Iteration 28Q: 3 clusters Score -1732313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1732312.000000 Penalty: 4642.884766
	Iteration 29Q: 3 clusters Score -1732312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1732313.375000 Penalty: 4642.884766
	Iteration 30Q: 3 clusters Score -1732313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1732313.375000 Penalty: 4642.884766
	Iteration 31F: 3 clusters Score -1732313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Entering Unmasked Estep 
Score: -1427828.375000 Penalty: 2272.563477
	Iteration 0F: 2 clusters Score -1427828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1420472.500000 Penalty: 4545.126953
	Iteration 0F: 3 clusters Score -1420472 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1422457.750000 Penalty: 4545.126953
	Iteration 1F: 3 clusters Score -1422458 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1422752.875000 Penalty: 4545.126953
	Iteration 2F: 3 clusters Score -1422753 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1422986.375000 Penalty: 4545.126953
	Iteration 3F: 3 clusters Score -1422986 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1423181.250000 Penalty: 4545.126953
	Iteration 4Q: 3 clusters Score -1423181 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1423372.125000 Penalty: 4545.126953
	Iteration 5Q: 3 clusters Score -1423372 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1423558.625000 Penalty: 4545.126953
	Iteration 6Q: 3 clusters Score -1423559 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1423780.375000 Penalty: 4545.126953
	Iteration 7Q: 3 clusters Score -1423780 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1424036.750000 Penalty: 4545.126953
	Iteration 8Q: 3 clusters Score -1424037 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1424308.625000 Penalty: 4545.126953
	Iteration 9Q: 3 clusters Score -1424309 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1424568.500000 Penalty: 4545.126953
	Iteration 10Q: 3 clusters Score -1424568 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1424806.500000 Penalty: 4545.126953
	Iteration 11Q: 3 clusters Score -1424806 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1425053.250000 Penalty: 4545.126953
	Iteration 12Q: 3 clusters Score -1425053 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1425268.500000 Penalty: 4545.126953
	Iteration 13Q: 3 clusters Score -1425268 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1425438.000000 Penalty: 4545.126953
	Iteration 14Q: 3 clusters Score -1425438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1425550.125000 Penalty: 4545.126953
	Iteration 15Q: 3 clusters Score -1425550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1425640.000000 Penalty: 4545.126953
	Iteration 16Q: 3 clusters Score -1425640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1425703.375000 Penalty: 4545.126953
	Iteration 17Q: 3 clusters Score -1425703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1425748.125000 Penalty: 4545.126953
	Iteration 18Q: 3 clusters Score -1425748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1425775.375000 Penalty: 4545.126953
	Iteration 19Q: 3 clusters Score -1425775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1425796.125000 Penalty: 4545.126953
	Iteration 20F: 3 clusters Score -1425796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1425810.500000 Penalty: 4545.126953
	Iteration 21Q: 3 clusters Score -1425810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1425825.500000 Penalty: 4545.126953
	Iteration 22Q: 3 clusters Score -1425826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1425845.250000 Penalty: 4545.126953
	Iteration 23Q: 3 clusters Score -1425845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1425863.000000 Penalty: 4545.126953
	Iteration 24Q: 3 clusters Score -1425863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1425871.875000 Penalty: 4545.126953
	Iteration 25Q: 3 clusters Score -1425872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1425889.375000 Penalty: 4545.126953
	Iteration 26Q: 3 clusters Score -1425889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1425901.125000 Penalty: 4545.126953
	Iteration 27Q: 3 clusters Score -1425901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1425908.500000 Penalty: 4545.126953
	Iteration 28Q: 3 clusters Score -1425908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1425917.250000 Penalty: 4545.126953
	Iteration 29Q: 3 clusters Score -1425917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1425923.500000 Penalty: 4545.126953
	Iteration 30Q: 3 clusters Score -1425924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1425929.500000 Penalty: 4545.126953
	Iteration 31Q: 3 clusters Score -1425930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1425934.125000 Penalty: 4545.126953
	Iteration 32Q: 3 clusters Score -1425934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1425938.750000 Penalty: 4545.126953
	Iteration 33Q: 3 clusters Score -1425939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1425938.125000 Penalty: 4545.126953
	Iteration 34Q: 3 clusters Score -1425938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1425941.750000 Penalty: 4545.126953
	Iteration 35Q: 3 clusters Score -1425942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1425942.750000 Penalty: 4545.126953
	Iteration 36Q: 3 clusters Score -1425943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1425944.125000 Penalty: 4545.126953
	Iteration 37Q: 3 clusters Score -1425944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1425944.375000 Penalty: 4545.126953
	Iteration 38Q: 3 clusters Score -1425944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1425944.375000 Penalty: 4545.126953
	Iteration 39F: 3 clusters Score -1425944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Entering Unmasked Estep 
Score: -4230260.500000 Penalty: 2559.292480
	Iteration 0F: 2 clusters Score -4230260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -4209670.500000 Penalty: 5118.584961
	Iteration 0F: 3 clusters Score -4209670 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -4217883.000000 Penalty: 5118.584961
	Iteration 1F: 3 clusters Score -4217883 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4219239.000000 Penalty: 5118.584961
	Iteration 2F: 3 clusters Score -4219239 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4220807.000000 Penalty: 5118.584961
	Iteration 3F: 3 clusters Score -4220807 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4222336.000000 Penalty: 5118.584961
	Iteration 4F: 3 clusters Score -4222336 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -4223599.500000 Penalty: 5118.584961
	Iteration 5F: 3 clusters Score -4223600 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4224453.000000 Penalty: 5118.584961
	Iteration 6F: 3 clusters Score -4224453 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4225014.000000 Penalty: 5118.584961
	Iteration 7Q: 3 clusters Score -4225014 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4225361.500000 Penalty: 5118.584961
	Iteration 8Q: 3 clusters Score -4225362 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -4225536.500000 Penalty: 5118.584961
	Iteration 9Q: 3 clusters Score -4225536 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4225652.500000 Penalty: 5118.584961
	Iteration 10Q: 3 clusters Score -4225652 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4225727.500000 Penalty: 5118.584961
	Iteration 11Q: 3 clusters Score -4225728 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -4225795.000000 Penalty: 5118.584961
	Iteration 12Q: 3 clusters Score -4225795 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4225842.000000 Penalty: 5118.584961
	Iteration 13Q: 3 clusters Score -4225842 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -4225880.500000 Penalty: 5118.584961
	Iteration 14Q: 3 clusters Score -4225880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4225905.000000 Penalty: 5118.584961
	Iteration 15Q: 3 clusters Score -4225905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -4225949.000000 Penalty: 5118.584961
	Iteration 16Q: 3 clusters Score -4225949 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -4225974.500000 Penalty: 5118.584961
	Iteration 17Q: 3 clusters Score -4225974 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -4225997.500000 Penalty: 5118.584961
	Iteration 18Q: 3 clusters Score -4225998 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4226010.500000 Penalty: 5118.584961
	Iteration 19Q: 3 clusters Score -4226010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -4226031.000000 Penalty: 5118.584961
	Iteration 20F: 3 clusters Score -4226031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4226049.000000 Penalty: 5118.584961
	Iteration 21Q: 3 clusters Score -4226049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4226053.500000 Penalty: 5118.584961
	Iteration 22Q: 3 clusters Score -4226054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4226062.000000 Penalty: 5118.584961
	Iteration 23Q: 3 clusters Score -4226062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4226062.500000 Penalty: 5118.584961
	Iteration 24Q: 3 clusters Score -4226062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -4226073.500000 Penalty: 5118.584961
	Iteration 25Q: 3 clusters Score -4226074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4226085.000000 Penalty: 5118.584961
	Iteration 26Q: 3 clusters Score -4226085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4226097.500000 Penalty: 5118.584961
	Iteration 27Q: 3 clusters Score -4226098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4226099.000000 Penalty: 5118.584961
	Iteration 28Q: 3 clusters Score -4226099 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4226110.000000 Penalty: 5118.584961
	Iteration 29Q: 3 clusters Score -4226110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4226111.000000 Penalty: 5118.584961
	Iteration 30Q: 3 clusters Score -4226111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4226119.000000 Penalty: 5118.584961
	Iteration 31Q: 3 clusters Score -4226119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -4226127.000000 Penalty: 5118.584961
	Iteration 32Q: 3 clusters Score -4226127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -4226116.500000 Penalty: 5118.584961
	Iteration 33Q: 3 clusters Score -4226116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -4226108.500000 Penalty: 5118.584961
	Iteration 34Q: 3 clusters Score -4226108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4226106.500000 Penalty: 5118.584961
	Iteration 35Q: 3 clusters Score -4226106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4226113.000000 Penalty: 5118.584961
	Iteration 36Q: 3 clusters Score -4226113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4226109.000000 Penalty: 5118.584961
	Iteration 37Q: 3 clusters Score -4226109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -4226101.500000 Penalty: 5118.584961
	Iteration 38Q: 3 clusters Score -4226102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4226108.000000 Penalty: 5118.584961
	Iteration 39Q: 3 clusters Score -4226108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4226121.500000 Penalty: 5118.584961
	Iteration 40F: 3 clusters Score -4226122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4226124.000000 Penalty: 5118.584961
	Iteration 41Q: 3 clusters Score -4226124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4226135.500000 Penalty: 5118.584961
	Iteration 42Q: 3 clusters Score -4226136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4226134.500000 Penalty: 5118.584961
	Iteration 43Q: 3 clusters Score -4226134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4226132.500000 Penalty: 5118.584961
	Iteration 44Q: 3 clusters Score -4226132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4226137.500000 Penalty: 5118.584961
	Iteration 45Q: 3 clusters Score -4226138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4226149.500000 Penalty: 5118.584961
	Iteration 46Q: 3 clusters Score -4226150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4226158.000000 Penalty: 5118.584961
	Iteration 47Q: 3 clusters Score -4226158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4226167.000000 Penalty: 5118.584961
	Iteration 48Q: 3 clusters Score -4226167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4226168.500000 Penalty: 5118.584961
	Iteration 49Q: 3 clusters Score -4226168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4226169.000000 Penalty: 5118.584961
	Iteration 50Q: 3 clusters Score -4226169 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4226187.000000 Penalty: 5118.584961
	Iteration 51Q: 3 clusters Score -4226187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4226194.500000 Penalty: 5118.584961
	Iteration 52Q: 3 clusters Score -4226194 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -4226198.000000 Penalty: 5118.584961
	Iteration 53Q: 3 clusters Score -4226198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4226214.500000 Penalty: 5118.584961
	Iteration 54Q: 3 clusters Score -4226214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -4226216.500000 Penalty: 5118.584961
	Iteration 55Q: 3 clusters Score -4226216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4226242.000000 Penalty: 5118.584961
	Iteration 56Q: 3 clusters Score -4226242 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4226239.000000 Penalty: 5118.584961
	Iteration 57Q: 3 clusters Score -4226239 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -4226238.000000 Penalty: 5118.584961
	Iteration 58Q: 3 clusters Score -4226238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4226268.000000 Penalty: 5118.584961
	Iteration 59Q: 3 clusters Score -4226268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -4226277.500000 Penalty: 5118.584961
	Iteration 60F: 3 clusters Score -4226278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4226291.500000 Penalty: 5118.584961
	Iteration 61Q: 3 clusters Score -4226292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4226308.500000 Penalty: 5118.584961
	Iteration 62Q: 3 clusters Score -4226308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4226335.500000 Penalty: 5118.584961
	Iteration 63Q: 3 clusters Score -4226336 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4226355.000000 Penalty: 5118.584961
	Iteration 64Q: 3 clusters Score -4226355 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4226381.000000 Penalty: 5118.584961
	Iteration 65Q: 3 clusters Score -4226381 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4226396.500000 Penalty: 5118.584961
	Iteration 66Q: 3 clusters Score -4226396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4226432.000000 Penalty: 5118.584961
	Iteration 67Q: 3 clusters Score -4226432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -4226467.000000 Penalty: 5118.584961
	Iteration 68Q: 3 clusters Score -4226467 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -4226499.500000 Penalty: 5118.584961
	Iteration 69Q: 3 clusters Score -4226500 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -4226553.000000 Penalty: 5118.584961
	Iteration 70Q: 3 clusters Score -4226553 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4226584.000000 Penalty: 5118.584961
	Iteration 71Q: 3 clusters Score -4226584 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4226646.500000 Penalty: 5118.584961
	Iteration 72Q: 3 clusters Score -4226646 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -4226721.000000 Penalty: 5118.584961
	Iteration 73Q: 3 clusters Score -4226721 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -4226794.500000 Penalty: 5118.584961
	Iteration 74Q: 3 clusters Score -4226794 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4226831.500000 Penalty: 5118.584961
	Iteration 75Q: 3 clusters Score -4226832 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4226890.500000 Penalty: 5118.584961
	Iteration 76Q: 3 clusters Score -4226890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4226958.500000 Penalty: 5118.584961
	Iteration 77Q: 3 clusters Score -4226958 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4227021.000000 Penalty: 5118.584961
	Iteration 78Q: 3 clusters Score -4227021 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4227114.500000 Penalty: 5118.584961
	Iteration 79Q: 3 clusters Score -4227114 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4227189.500000 Penalty: 5118.584961
	Iteration 80F: 3 clusters Score -4227190 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4227297.500000 Penalty: 5118.584961
	Iteration 81Q: 3 clusters Score -4227298 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -4227408.000000 Penalty: 5118.584961
	Iteration 82Q: 3 clusters Score -4227408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -4227516.500000 Penalty: 5118.584961
	Iteration 83Q: 3 clusters Score -4227516 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4227606.500000 Penalty: 5118.584961
	Iteration 84Q: 3 clusters Score -4227606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4227690.500000 Penalty: 5118.584961
	Iteration 85Q: 3 clusters Score -4227690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4227782.000000 Penalty: 5118.584961
	Iteration 86Q: 3 clusters Score -4227782 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4227880.500000 Penalty: 5118.584961
	Iteration 87Q: 3 clusters Score -4227880 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4228005.500000 Penalty: 5118.584961
	Iteration 88Q: 3 clusters Score -4228006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4228114.000000 Penalty: 5118.584961
	Iteration 89Q: 3 clusters Score -4228114 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4228234.500000 Penalty: 5118.584961
	Iteration 90Q: 3 clusters Score -4228234 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -4228353.000000 Penalty: 5118.584961
	Iteration 91Q: 3 clusters Score -4228353 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -4228469.500000 Penalty: 5118.584961
	Iteration 92Q: 3 clusters Score -4228470 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4228636.500000 Penalty: 5118.584961
	Iteration 93Q: 3 clusters Score -4228636 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4228771.500000 Penalty: 5118.584961
	Iteration 94Q: 3 clusters Score -4228772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4228901.500000 Penalty: 5118.584961
	Iteration 95Q: 3 clusters Score -4228902 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -4228998.000000 Penalty: 5118.584961
	Iteration 96Q: 3 clusters Score -4228998 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -4229057.500000 Penalty: 5118.584961
	Iteration 97Q: 3 clusters Score -4229058 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -4229119.500000 Penalty: 5118.584961
	Iteration 98Q: 3 clusters Score -4229120 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -4229172.000000 Penalty: 5118.584961
	Iteration 99Q: 3 clusters Score -4229172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -4229213.000000 Penalty: 5118.584961
	Iteration 100F: 3 clusters Score -4229213 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4229242.000000 Penalty: 5118.584961
	Iteration 101Q: 3 clusters Score -4229242 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4229277.500000 Penalty: 5118.584961
	Iteration 102Q: 3 clusters Score -4229278 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -4229310.000000 Penalty: 5118.584961
	Iteration 103Q: 3 clusters Score -4229310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4229321.500000 Penalty: 5118.584961
	Iteration 104Q: 3 clusters Score -4229322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4229365.500000 Penalty: 5118.584961
	Iteration 105Q: 3 clusters Score -4229366 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -4229388.000000 Penalty: 5118.584961
	Iteration 106Q: 3 clusters Score -4229388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -4229408.500000 Penalty: 5118.584961
	Iteration 107Q: 3 clusters Score -4229408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4229427.500000 Penalty: 5118.584961
	Iteration 108Q: 3 clusters Score -4229428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4229434.000000 Penalty: 5118.584961
	Iteration 109Q: 3 clusters Score -4229434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -4229445.500000 Penalty: 5118.584961
	Iteration 110Q: 3 clusters Score -4229446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -4229452.000000 Penalty: 5118.584961
	Iteration 111Q: 3 clusters Score -4229452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4229453.500000 Penalty: 5118.584961
	Iteration 112Q: 3 clusters Score -4229454 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4229464.500000 Penalty: 5118.584961
	Iteration 113Q: 3 clusters Score -4229464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -4229457.000000 Penalty: 5118.584961
	Iteration 114Q: 3 clusters Score -4229457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -4229465.000000 Penalty: 5118.584961
	Iteration 115Q: 3 clusters Score -4229465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -4229467.500000 Penalty: 5118.584961
	Iteration 116Q: 3 clusters Score -4229468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4229476.500000 Penalty: 5118.584961
	Iteration 117Q: 3 clusters Score -4229476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -4229494.500000 Penalty: 5118.584961
	Iteration 118Q: 3 clusters Score -4229494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4229492.000000 Penalty: 5118.584961
	Iteration 119Q: 3 clusters Score -4229492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4229506.000000 Penalty: 5118.584961
	Iteration 120F: 3 clusters Score -4229506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4229508.500000 Penalty: 5118.584961
	Iteration 121Q: 3 clusters Score -4229508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4229521.500000 Penalty: 5118.584961
	Iteration 122Q: 3 clusters Score -4229522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4229519.000000 Penalty: 5118.584961
	Iteration 123Q: 3 clusters Score -4229519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4229513.500000 Penalty: 5118.584961
	Iteration 124Q: 3 clusters Score -4229514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4229515.000000 Penalty: 5118.584961
	Iteration 125Q: 3 clusters Score -4229515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -4229516.500000 Penalty: 5118.584961
	Iteration 126Q: 3 clusters Score -4229516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -4229516.000000 Penalty: 5118.584961
	Iteration 127Q: 3 clusters Score -4229516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4229510.500000 Penalty: 5118.584961
	Iteration 128Q: 3 clusters Score -4229510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -4229516.500000 Penalty: 5118.584961
	Iteration 129Q: 3 clusters Score -4229516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4229519.000000 Penalty: 5118.584961
	Iteration 130Q: 3 clusters Score -4229519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -4229514.000000 Penalty: 5118.584961
	Iteration 131Q: 3 clusters Score -4229514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4229510.500000 Penalty: 5118.584961
	Iteration 132Q: 3 clusters Score -4229510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -4229519.000000 Penalty: 5118.584961
	Iteration 133Q: 3 clusters Score -4229519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4229512.500000 Penalty: 5118.584961
	Iteration 134Q: 3 clusters Score -4229512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -4229516.500000 Penalty: 5118.584961
	Iteration 135Q: 3 clusters Score -4229516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4229517.000000 Penalty: 5118.584961
	Iteration 136Q: 3 clusters Score -4229517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4229515.500000 Penalty: 5118.584961
	Iteration 137Q: 3 clusters Score -4229516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4229517.000000 Penalty: 5118.584961
	Iteration 138Q: 3 clusters Score -4229517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4229519.000000 Penalty: 5118.584961
	Iteration 139Q: 3 clusters Score -4229519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4229519.000000 Penalty: 5118.584961
	Iteration 140F: 3 clusters Score -4229519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Entering Unmasked Estep 
Score: -1655059.500000 Penalty: 2317.202637
	Iteration 0F: 2 clusters Score -1655060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1646562.875000 Penalty: 4634.405273
	Iteration 0F: 3 clusters Score -1646563 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1649501.125000 Penalty: 4634.405273
	Iteration 1F: 3 clusters Score -1649501 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1650402.375000 Penalty: 4634.405273
	Iteration 2F: 3 clusters Score -1650402 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1651420.125000 Penalty: 4634.405273
	Iteration 3F: 3 clusters Score -1651420 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1652278.625000 Penalty: 4634.405273
	Iteration 4F: 3 clusters Score -1652279 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1652906.625000 Penalty: 4634.405273
	Iteration 5F: 3 clusters Score -1652907 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1653353.375000 Penalty: 4634.405273
	Iteration 6F: 3 clusters Score -1653353 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1653724.125000 Penalty: 4634.405273
	Iteration 7Q: 3 clusters Score -1653724 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1654037.875000 Penalty: 4634.405273
	Iteration 8Q: 3 clusters Score -1654038 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1654289.375000 Penalty: 4634.405273
	Iteration 9Q: 3 clusters Score -1654289 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1654496.375000 Penalty: 4634.405273
	Iteration 10Q: 3 clusters Score -1654496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1654665.000000 Penalty: 4634.405273
	Iteration 11Q: 3 clusters Score -1654665 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1654793.625000 Penalty: 4634.405273
	Iteration 12Q: 3 clusters Score -1654794 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1654860.625000 Penalty: 4634.405273
	Iteration 13Q: 3 clusters Score -1654861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1654891.375000 Penalty: 4634.405273
	Iteration 14Q: 3 clusters Score -1654891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1654919.000000 Penalty: 4634.405273
	Iteration 15Q: 3 clusters Score -1654919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1654936.875000 Penalty: 4634.405273
	Iteration 16Q: 3 clusters Score -1654937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1654948.500000 Penalty: 4634.405273
	Iteration 17Q: 3 clusters Score -1654948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1654955.750000 Penalty: 4634.405273
	Iteration 18Q: 3 clusters Score -1654956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1654963.750000 Penalty: 4634.405273
	Iteration 19Q: 3 clusters Score -1654964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1654974.500000 Penalty: 4634.405273
	Iteration 20F: 3 clusters Score -1654974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1654985.125000 Penalty: 4634.405273
	Iteration 21Q: 3 clusters Score -1654985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1654988.125000 Penalty: 4634.405273
	Iteration 22Q: 3 clusters Score -1654988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1654996.375000 Penalty: 4634.405273
	Iteration 23Q: 3 clusters Score -1654996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1654998.250000 Penalty: 4634.405273
	Iteration 24Q: 3 clusters Score -1654998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1654998.625000 Penalty: 4634.405273
	Iteration 25Q: 3 clusters Score -1654999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1655001.000000 Penalty: 4634.405273
	Iteration 26Q: 3 clusters Score -1655001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1655001.125000 Penalty: 4634.405273
	Iteration 27Q: 3 clusters Score -1655001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1654999.500000 Penalty: 4634.405273
	Iteration 28Q: 3 clusters Score -1655000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1655001.500000 Penalty: 4634.405273
	Iteration 29Q: 3 clusters Score -1655002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1654998.875000 Penalty: 4634.405273
	Iteration 30Q: 3 clusters Score -1654999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1655000.375000 Penalty: 4634.405273
	Iteration 31Q: 3 clusters Score -1655000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1655002.000000 Penalty: 4634.405273
	Iteration 32Q: 3 clusters Score -1655002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1655004.250000 Penalty: 4634.405273
	Iteration 33Q: 3 clusters Score -1655004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1655003.250000 Penalty: 4634.405273
	Iteration 34Q: 3 clusters Score -1655003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1655005.750000 Penalty: 4634.405273
	Iteration 35Q: 3 clusters Score -1655006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1655005.875000 Penalty: 4634.405273
	Iteration 36Q: 3 clusters Score -1655006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1655006.000000 Penalty: 4634.405273
	Iteration 37Q: 3 clusters Score -1655006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1655004.875000 Penalty: 4634.405273
	Iteration 38Q: 3 clusters Score -1655005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1655004.500000 Penalty: 4634.405273
	Iteration 39Q: 3 clusters Score -1655004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1655004.375000 Penalty: 4634.405273
	Iteration 40F: 3 clusters Score -1655004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1655005.875000 Penalty: 4634.405273
	Iteration 41Q: 3 clusters Score -1655006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1655005.875000 Penalty: 4634.405273
	Iteration 42F: 3 clusters Score -1655006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -436035.406250 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -436035.4 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 1515 members 
Entering Unmasked Estep 
Score: -432721.781250 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -432721.8 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -433416.343750 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -433416.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -433596.187500 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -433596.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -433724.718750 Penalty: 3982.437012
	Iteration 3Q: 3 clusters Score -433724.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -433827.156250 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -433827.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -433918.593750 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -433918.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -433979.187500 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -433979.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -434028.250000 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -434028.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -434076.125000 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -434076.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -434123.312500 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -434123.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -434168.906250 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -434168.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -434209.031250 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -434209 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -434238.625000 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -434238.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -434270.781250 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -434270.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -434306.906250 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -434306.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -434338.843750 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -434338.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -434377.343750 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -434377.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -434413.562500 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -434413.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -434450.500000 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -434450.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -434489.625000 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -434489.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -434532.906250 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -434532.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -434558.468750 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -434558.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -434569.968750 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -434570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -434582.531250 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -434582.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -434593.281250 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -434593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -434599.781250 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -434599.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -434603.593750 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -434603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -434606.593750 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -434606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -434609.000000 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -434609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -434610.843750 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -434610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -434612.937500 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -434612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -434614.156250 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -434614.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -434614.125000 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -434614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -434614.750000 Penalty: 3982.437012
	Iteration 33Q: 3 clusters Score -434614.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -434617.187500 Penalty: 3982.437012
	Iteration 34Q: 3 clusters Score -434617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -434618.156250 Penalty: 3982.437012
	Iteration 35Q: 3 clusters Score -434618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -434618.625000 Penalty: 3982.437012
	Iteration 36Q: 3 clusters Score -434618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -434621.875000 Penalty: 3982.437012
	Iteration 37Q: 3 clusters Score -434621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -434622.531250 Penalty: 3982.437012
	Iteration 38Q: 3 clusters Score -434622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -434625.343750 Penalty: 3982.437012
	Iteration 39Q: 3 clusters Score -434625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -434626.718750 Penalty: 3982.437012
	Iteration 40F: 3 clusters Score -434626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -434627.375000 Penalty: 3982.437012
	Iteration 41Q: 3 clusters Score -434627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -434628.250000 Penalty: 3982.437012
	Iteration 42Q: 3 clusters Score -434628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -434628.250000 Penalty: 3982.437012
	Iteration 43F: 3 clusters Score -434628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Entering Unmasked Estep 
Score: -14595922.000000 Penalty: 2851.648438
	Iteration 0F: 2 clusters Score -1.459592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 49426 members 
Entering Unmasked Estep 
Score: -14530278.000000 Penalty: 5703.296875
	Iteration 0F: 3 clusters Score -1.453028e+07 nChanged 46529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -14557689.000000 Penalty: 5703.296875
	Iteration 1F: 3 clusters Score -1.455769e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -14559259.000000 Penalty: 5703.296875
	Iteration 2Q: 3 clusters Score -1.455926e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -14561121.000000 Penalty: 5703.296875
	Iteration 3Q: 3 clusters Score -1.456112e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -14563093.000000 Penalty: 5703.296875
	Iteration 4Q: 3 clusters Score -1.456309e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -14565129.000000 Penalty: 5703.296875
	Iteration 5Q: 3 clusters Score -1.456513e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -14567160.000000 Penalty: 5703.296875
	Iteration 6Q: 3 clusters Score -1.456716e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -14569054.000000 Penalty: 5703.296875
	Iteration 7Q: 3 clusters Score -1.456905e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -14571055.000000 Penalty: 5703.296875
	Iteration 8Q: 3 clusters Score -1.457106e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -14573073.000000 Penalty: 5703.296875
	Iteration 9Q: 3 clusters Score -1.457307e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -14575196.000000 Penalty: 5703.296875
	Iteration 10Q: 3 clusters Score -1.45752e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -14577288.000000 Penalty: 5703.296875
	Iteration 11Q: 3 clusters Score -1.457729e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -14578952.000000 Penalty: 5703.296875
	Iteration 12Q: 3 clusters Score -1.457895e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -14580131.000000 Penalty: 5703.296875
	Iteration 13Q: 3 clusters Score -1.458013e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -14580890.000000 Penalty: 5703.296875
	Iteration 14Q: 3 clusters Score -1.458089e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -14581506.000000 Penalty: 5703.296875
	Iteration 15Q: 3 clusters Score -1.458151e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -14581953.000000 Penalty: 5703.296875
	Iteration 16Q: 3 clusters Score -1.458195e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -14582477.000000 Penalty: 5703.296875
	Iteration 17Q: 3 clusters Score -1.458248e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -14582927.000000 Penalty: 5703.296875
	Iteration 18Q: 3 clusters Score -1.458293e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -14583313.000000 Penalty: 5703.296875
	Iteration 19Q: 3 clusters Score -1.458331e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -14583729.000000 Penalty: 5703.296875
	Iteration 20F: 3 clusters Score -1.458373e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -14584117.000000 Penalty: 5703.296875
	Iteration 21Q: 3 clusters Score -1.458412e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -14584510.000000 Penalty: 5703.296875
	Iteration 22Q: 3 clusters Score -1.458451e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -14584860.000000 Penalty: 5703.296875
	Iteration 23Q: 3 clusters Score -1.458486e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -14585177.000000 Penalty: 5703.296875
	Iteration 24Q: 3 clusters Score -1.458518e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -14585491.000000 Penalty: 5703.296875
	Iteration 25Q: 3 clusters Score -1.458549e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -14585632.000000 Penalty: 5703.296875
	Iteration 26Q: 3 clusters Score -1.458563e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -14585748.000000 Penalty: 5703.296875
	Iteration 27Q: 3 clusters Score -1.458575e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -14585897.000000 Penalty: 5703.296875
	Iteration 28Q: 3 clusters Score -1.45859e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -14586092.000000 Penalty: 5703.296875
	Iteration 29Q: 3 clusters Score -1.458609e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -14586240.000000 Penalty: 5703.296875
	Iteration 30Q: 3 clusters Score -1.458624e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -14586366.000000 Penalty: 5703.296875
	Iteration 31Q: 3 clusters Score -1.458637e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -14586451.000000 Penalty: 5703.296875
	Iteration 32Q: 3 clusters Score -1.458645e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -14586524.000000 Penalty: 5703.296875
	Iteration 33Q: 3 clusters Score -1.458652e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -14586558.000000 Penalty: 5703.296875
	Iteration 34Q: 3 clusters Score -1.458656e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -14586646.000000 Penalty: 5703.296875
	Iteration 35Q: 3 clusters Score -1.458665e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -14586701.000000 Penalty: 5703.296875
	Iteration 36Q: 3 clusters Score -1.45867e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 71850 members 
Entering Unmasked Estep 
Score: -14586713.000000 Penalty: 5703.296875
	Iteration 37Q: 3 clusters Score -1.458671e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -14586740.000000 Penalty: 5703.296875
	Iteration 38Q: 3 clusters Score -1.458674e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -14586802.000000 Penalty: 5703.296875
	Iteration 39Q: 3 clusters Score -1.45868e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -14586910.000000 Penalty: 5703.296875
	Iteration 40F: 3 clusters Score -1.458691e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 73835 members 
Entering Unmasked Estep 
Score: -14586976.000000 Penalty: 5703.296875
	Iteration 41Q: 3 clusters Score -1.458698e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -14587086.000000 Penalty: 5703.296875
	Iteration 42Q: 3 clusters Score -1.458709e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -14587174.000000 Penalty: 5703.296875
	Iteration 43Q: 3 clusters Score -1.458717e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 75308 members 
Entering Unmasked Estep 
Score: -14587208.000000 Penalty: 5703.296875
	Iteration 44Q: 3 clusters Score -1.458721e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -14587293.000000 Penalty: 5703.296875
	Iteration 45Q: 3 clusters Score -1.458729e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -14587335.000000 Penalty: 5703.296875
	Iteration 46Q: 3 clusters Score -1.458734e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -14587500.000000 Penalty: 5703.296875
	Iteration 47Q: 3 clusters Score -1.45875e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -14587620.000000 Penalty: 5703.296875
	Iteration 48Q: 3 clusters Score -1.458762e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -14587755.000000 Penalty: 5703.296875
	Iteration 49Q: 3 clusters Score -1.458776e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -14587887.000000 Penalty: 5703.296875
	Iteration 50Q: 3 clusters Score -1.458789e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -14587986.000000 Penalty: 5703.296875
	Iteration 51Q: 3 clusters Score -1.458799e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -14588103.000000 Penalty: 5703.296875
	Iteration 52Q: 3 clusters Score -1.45881e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 81112 members 
Entering Unmasked Estep 
Score: -14588240.000000 Penalty: 5703.296875
	Iteration 53Q: 3 clusters Score -1.458824e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -14588441.000000 Penalty: 5703.296875
	Iteration 54Q: 3 clusters Score -1.458844e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 82587 members 
Entering Unmasked Estep 
Score: -14588627.000000 Penalty: 5703.296875
	Iteration 55Q: 3 clusters Score -1.458863e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -14588877.000000 Penalty: 5703.296875
	Iteration 56Q: 3 clusters Score -1.458888e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -14589095.000000 Penalty: 5703.296875
	Iteration 57Q: 3 clusters Score -1.45891e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -14589443.000000 Penalty: 5703.296875
	Iteration 58Q: 3 clusters Score -1.458944e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -14589723.000000 Penalty: 5703.296875
	Iteration 59Q: 3 clusters Score -1.458972e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 86744 members 
Entering Unmasked Estep 
Score: -14590033.000000 Penalty: 5703.296875
	Iteration 60F: 3 clusters Score -1.459003e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -14590530.000000 Penalty: 5703.296875
	Iteration 61Q: 3 clusters Score -1.459053e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -14591145.000000 Penalty: 5703.296875
	Iteration 62Q: 3 clusters Score -1.459114e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -14591738.000000 Penalty: 5703.296875
	Iteration 63Q: 3 clusters Score -1.459174e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -14592122.000000 Penalty: 5703.296875
	Iteration 64Q: 3 clusters Score -1.459212e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -14592348.000000 Penalty: 5703.296875
	Iteration 65Q: 3 clusters Score -1.459235e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -14592548.000000 Penalty: 5703.296875
	Iteration 66Q: 3 clusters Score -1.459255e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -14592665.000000 Penalty: 5703.296875
	Iteration 67Q: 3 clusters Score -1.459266e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -14592762.000000 Penalty: 5703.296875
	Iteration 68Q: 3 clusters Score -1.459276e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 91614 members 
Entering Unmasked Estep 
Score: -14592803.000000 Penalty: 5703.296875
	Iteration 69Q: 3 clusters Score -1.45928e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 91875 members 
Entering Unmasked Estep 
Score: -14592851.000000 Penalty: 5703.296875
	Iteration 70Q: 3 clusters Score -1.459285e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -14592916.000000 Penalty: 5703.296875
	Iteration 71Q: 3 clusters Score -1.459292e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 92347 members 
Entering Unmasked Estep 
Score: -14592997.000000 Penalty: 5703.296875
	Iteration 72Q: 3 clusters Score -1.4593e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -14593011.000000 Penalty: 5703.296875
	Iteration 73Q: 3 clusters Score -1.459301e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -14593027.000000 Penalty: 5703.296875
	Iteration 74Q: 3 clusters Score -1.459303e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -14593084.000000 Penalty: 5703.296875
	Iteration 75Q: 3 clusters Score -1.459308e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 93100 members 
Entering Unmasked Estep 
Score: -14593107.000000 Penalty: 5703.296875
	Iteration 76Q: 3 clusters Score -1.459311e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 93260 members 
Entering Unmasked Estep 
Score: -14593154.000000 Penalty: 5703.296875
	Iteration 77Q: 3 clusters Score -1.459315e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -14593187.000000 Penalty: 5703.296875
	Iteration 78Q: 3 clusters Score -1.459319e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -14593242.000000 Penalty: 5703.296875
	Iteration 79Q: 3 clusters Score -1.459324e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 93633 members 
Entering Unmasked Estep 
Score: -14593250.000000 Penalty: 5703.296875
	Iteration 80F: 3 clusters Score -1.459325e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -14593235.000000 Penalty: 5703.296875
	Iteration 81Q: 3 clusters Score -1.459324e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 93856 members 
Entering Unmasked Estep 
Score: -14593256.000000 Penalty: 5703.296875
	Iteration 82Q: 3 clusters Score -1.459326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 93955 members 
Entering Unmasked Estep 
Score: -14593272.000000 Penalty: 5703.296875
	Iteration 83Q: 3 clusters Score -1.459327e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -14593262.000000 Penalty: 5703.296875
	Iteration 84Q: 3 clusters Score -1.459326e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -14593299.000000 Penalty: 5703.296875
	Iteration 85Q: 3 clusters Score -1.45933e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 94237 members 
Entering Unmasked Estep 
Score: -14593303.000000 Penalty: 5703.296875
	Iteration 86Q: 3 clusters Score -1.45933e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -14593329.000000 Penalty: 5703.296875
	Iteration 87Q: 3 clusters Score -1.459333e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -14593350.000000 Penalty: 5703.296875
	Iteration 88Q: 3 clusters Score -1.459335e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 94496 members 
Entering Unmasked Estep 
Score: -14593346.000000 Penalty: 5703.296875
	Iteration 89Q: 3 clusters Score -1.459335e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 94567 members 
Entering Unmasked Estep 
Score: -14593351.000000 Penalty: 5703.296875
	Iteration 90Q: 3 clusters Score -1.459335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -14593350.000000 Penalty: 5703.296875
	Iteration 91Q: 3 clusters Score -1.459335e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 94708 members 
Entering Unmasked Estep 
Score: -14593374.000000 Penalty: 5703.296875
	Iteration 92Q: 3 clusters Score -1.459337e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 94781 members 
Entering Unmasked Estep 
Score: -14593404.000000 Penalty: 5703.296875
	Iteration 93Q: 3 clusters Score -1.45934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 94855 members 
Entering Unmasked Estep 
Score: -14593418.000000 Penalty: 5703.296875
	Iteration 94Q: 3 clusters Score -1.459342e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 94948 members 
Entering Unmasked Estep 
Score: -14593448.000000 Penalty: 5703.296875
	Iteration 95Q: 3 clusters Score -1.459345e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -14593447.000000 Penalty: 5703.296875
	Iteration 96Q: 3 clusters Score -1.459345e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -14593441.000000 Penalty: 5703.296875
	Iteration 97Q: 3 clusters Score -1.459344e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -14593503.000000 Penalty: 5703.296875
	Iteration 98Q: 3 clusters Score -1.45935e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 95266 members 
Entering Unmasked Estep 
Score: -14593534.000000 Penalty: 5703.296875
	Iteration 99Q: 3 clusters Score -1.459353e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 95341 members 
Entering Unmasked Estep 
Score: -14593574.000000 Penalty: 5703.296875
	Iteration 100F: 3 clusters Score -1.459357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 95409 members 
Entering Unmasked Estep 
Score: -14593611.000000 Penalty: 5703.296875
	Iteration 101Q: 3 clusters Score -1.459361e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -14593606.000000 Penalty: 5703.296875
	Iteration 102Q: 3 clusters Score -1.459361e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 95540 members 
Entering Unmasked Estep 
Score: -14593632.000000 Penalty: 5703.296875
	Iteration 103Q: 3 clusters Score -1.459363e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -14593649.000000 Penalty: 5703.296875
	Iteration 104Q: 3 clusters Score -1.459365e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -14593654.000000 Penalty: 5703.296875
	Iteration 105Q: 3 clusters Score -1.459365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 95727 members 
Entering Unmasked Estep 
Score: -14593663.000000 Penalty: 5703.296875
	Iteration 106Q: 3 clusters Score -1.459366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 95776 members 
Entering Unmasked Estep 
Score: -14593706.000000 Penalty: 5703.296875
	Iteration 107Q: 3 clusters Score -1.459371e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -14593707.000000 Penalty: 5703.296875
	Iteration 108Q: 3 clusters Score -1.459371e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -14593711.000000 Penalty: 5703.296875
	Iteration 109Q: 3 clusters Score -1.459371e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -14593724.000000 Penalty: 5703.296875
	Iteration 110Q: 3 clusters Score -1.459372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -14593747.000000 Penalty: 5703.296875
	Iteration 111Q: 3 clusters Score -1.459375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 96035 members 
Entering Unmasked Estep 
Score: -14593748.000000 Penalty: 5703.296875
	Iteration 112Q: 3 clusters Score -1.459375e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -14593783.000000 Penalty: 5703.296875
	Iteration 113Q: 3 clusters Score -1.459378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -14593792.000000 Penalty: 5703.296875
	Iteration 114Q: 3 clusters Score -1.459379e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -14593816.000000 Penalty: 5703.296875
	Iteration 115Q: 3 clusters Score -1.459382e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -14593818.000000 Penalty: 5703.296875
	Iteration 116Q: 3 clusters Score -1.459382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 96201 members 
Entering Unmasked Estep 
Score: -14593819.000000 Penalty: 5703.296875
	Iteration 117Q: 3 clusters Score -1.459382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -14593820.000000 Penalty: 5703.296875
	Iteration 118Q: 3 clusters Score -1.459382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -14593812.000000 Penalty: 5703.296875
	Iteration 119Q: 3 clusters Score -1.459381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 96243 members 
Entering Unmasked Estep 
Score: -14593815.000000 Penalty: 5703.296875
	Iteration 120F: 3 clusters Score -1.459382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -14593809.000000 Penalty: 5703.296875
	Iteration 121Q: 3 clusters Score -1.459381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 96262 members 
Entering Unmasked Estep 
Score: -14593819.000000 Penalty: 5703.296875
	Iteration 122Q: 3 clusters Score -1.459382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -14593823.000000 Penalty: 5703.296875
	Iteration 123Q: 3 clusters Score -1.459382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -14593816.000000 Penalty: 5703.296875
	Iteration 124Q: 3 clusters Score -1.459382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -14593819.000000 Penalty: 5703.296875
	Iteration 125Q: 3 clusters Score -1.459382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -14593809.000000 Penalty: 5703.296875
	Iteration 126Q: 3 clusters Score -1.459381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -14593815.000000 Penalty: 5703.296875
	Iteration 127Q: 3 clusters Score -1.459382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -14593817.000000 Penalty: 5703.296875
	Iteration 128Q: 3 clusters Score -1.459382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 96293 members 
Entering Unmasked Estep 
Score: -14593817.000000 Penalty: 5703.296875
	Iteration 129Q: 3 clusters Score -1.459382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 96295 members 
Entering Unmasked Estep 
Score: -14593816.000000 Penalty: 5703.296875
	Iteration 130Q: 3 clusters Score -1.459382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -14593821.000000 Penalty: 5703.296875
	Iteration 131Q: 3 clusters Score -1.459382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -14593821.000000 Penalty: 5703.296875
	Iteration 132F: 3 clusters Score -1.459382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Entering Unmasked Estep 
Score: -3417850.500000 Penalty: 2493.236328
	Iteration 0F: 2 clusters Score -3417850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3401833.750000 Penalty: 4986.472656
	Iteration 0F: 3 clusters Score -3401834 nChanged 10245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3407453.500000 Penalty: 4986.472656
	Iteration 1F: 3 clusters Score -3407454 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -3407988.750000 Penalty: 4986.472656
	Iteration 2F: 3 clusters Score -3407989 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -3408578.500000 Penalty: 4986.472656
	Iteration 3F: 3 clusters Score -3408578 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3409336.000000 Penalty: 4986.472656
	Iteration 4F: 3 clusters Score -3409336 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3410365.250000 Penalty: 4986.472656
	Iteration 5F: 3 clusters Score -3410365 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -3411547.000000 Penalty: 4986.472656
	Iteration 6F: 3 clusters Score -3411547 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -3412676.250000 Penalty: 4986.472656
	Iteration 7F: 3 clusters Score -3412676 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3413579.000000 Penalty: 4986.472656
	Iteration 8F: 3 clusters Score -3413579 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3414156.750000 Penalty: 4986.472656
	Iteration 9Q: 3 clusters Score -3414157 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3414509.500000 Penalty: 4986.472656
	Iteration 10Q: 3 clusters Score -3414510 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -3414713.250000 Penalty: 4986.472656
	Iteration 11Q: 3 clusters Score -3414713 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3414846.750000 Penalty: 4986.472656
	Iteration 12Q: 3 clusters Score -3414847 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3414968.000000 Penalty: 4986.472656
	Iteration 13Q: 3 clusters Score -3414968 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3415051.750000 Penalty: 4986.472656
	Iteration 14Q: 3 clusters Score -3415052 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3415103.250000 Penalty: 4986.472656
	Iteration 15Q: 3 clusters Score -3415103 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3415169.000000 Penalty: 4986.472656
	Iteration 16Q: 3 clusters Score -3415169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3415233.750000 Penalty: 4986.472656
	Iteration 17Q: 3 clusters Score -3415234 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3415309.500000 Penalty: 4986.472656
	Iteration 18Q: 3 clusters Score -3415310 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -3415378.250000 Penalty: 4986.472656
	Iteration 19Q: 3 clusters Score -3415378 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3415449.750000 Penalty: 4986.472656
	Iteration 20F: 3 clusters Score -3415450 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3415509.000000 Penalty: 4986.472656
	Iteration 21Q: 3 clusters Score -3415509 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3415573.750000 Penalty: 4986.472656
	Iteration 22Q: 3 clusters Score -3415574 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3415632.750000 Penalty: 4986.472656
	Iteration 23Q: 3 clusters Score -3415633 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3415705.750000 Penalty: 4986.472656
	Iteration 24Q: 3 clusters Score -3415706 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3415775.750000 Penalty: 4986.472656
	Iteration 25Q: 3 clusters Score -3415776 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3415824.000000 Penalty: 4986.472656
	Iteration 26Q: 3 clusters Score -3415824 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -3415880.250000 Penalty: 4986.472656
	Iteration 27Q: 3 clusters Score -3415880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3415923.750000 Penalty: 4986.472656
	Iteration 28Q: 3 clusters Score -3415924 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3415968.250000 Penalty: 4986.472656
	Iteration 29Q: 3 clusters Score -3415968 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3416004.000000 Penalty: 4986.472656
	Iteration 30Q: 3 clusters Score -3416004 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3416039.000000 Penalty: 4986.472656
	Iteration 31Q: 3 clusters Score -3416039 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3416088.250000 Penalty: 4986.472656
	Iteration 32Q: 3 clusters Score -3416088 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -3416121.500000 Penalty: 4986.472656
	Iteration 33Q: 3 clusters Score -3416122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3416144.000000 Penalty: 4986.472656
	Iteration 34Q: 3 clusters Score -3416144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3416179.000000 Penalty: 4986.472656
	Iteration 35Q: 3 clusters Score -3416179 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3416212.250000 Penalty: 4986.472656
	Iteration 36Q: 3 clusters Score -3416212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3416228.250000 Penalty: 4986.472656
	Iteration 37Q: 3 clusters Score -3416228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3416248.250000 Penalty: 4986.472656
	Iteration 38Q: 3 clusters Score -3416248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3416264.000000 Penalty: 4986.472656
	Iteration 39Q: 3 clusters Score -3416264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3416287.750000 Penalty: 4986.472656
	Iteration 40F: 3 clusters Score -3416288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3416289.500000 Penalty: 4986.472656
	Iteration 41Q: 3 clusters Score -3416290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3416317.000000 Penalty: 4986.472656
	Iteration 42Q: 3 clusters Score -3416317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3416329.500000 Penalty: 4986.472656
	Iteration 43Q: 3 clusters Score -3416330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3416342.250000 Penalty: 4986.472656
	Iteration 44Q: 3 clusters Score -3416342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3416361.500000 Penalty: 4986.472656
	Iteration 45Q: 3 clusters Score -3416362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3416358.750000 Penalty: 4986.472656
	Iteration 46Q: 3 clusters Score -3416359 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3416367.750000 Penalty: 4986.472656
	Iteration 47Q: 3 clusters Score -3416368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3416366.750000 Penalty: 4986.472656
	Iteration 48Q: 3 clusters Score -3416367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3416375.250000 Penalty: 4986.472656
	Iteration 49Q: 3 clusters Score -3416375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3416379.500000 Penalty: 4986.472656
	Iteration 50Q: 3 clusters Score -3416380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3416394.500000 Penalty: 4986.472656
	Iteration 51Q: 3 clusters Score -3416394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3416389.250000 Penalty: 4986.472656
	Iteration 52Q: 3 clusters Score -3416389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3416392.000000 Penalty: 4986.472656
	Iteration 53Q: 3 clusters Score -3416392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3416394.750000 Penalty: 4986.472656
	Iteration 54Q: 3 clusters Score -3416395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3416402.750000 Penalty: 4986.472656
	Iteration 55Q: 3 clusters Score -3416403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3416403.000000 Penalty: 4986.472656
	Iteration 56Q: 3 clusters Score -3416403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3416407.750000 Penalty: 4986.472656
	Iteration 57Q: 3 clusters Score -3416408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3416408.500000 Penalty: 4986.472656
	Iteration 58Q: 3 clusters Score -3416408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3416412.500000 Penalty: 4986.472656
	Iteration 59Q: 3 clusters Score -3416412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3416414.250000 Penalty: 4986.472656
	Iteration 60F: 3 clusters Score -3416414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3416416.500000 Penalty: 4986.472656
	Iteration 61Q: 3 clusters Score -3416416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -3416414.500000 Penalty: 4986.472656
	Iteration 62Q: 3 clusters Score -3416414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3416416.000000 Penalty: 4986.472656
	Iteration 63Q: 3 clusters Score -3416416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3416417.500000 Penalty: 4986.472656
	Iteration 64Q: 3 clusters Score -3416418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3416420.000000 Penalty: 4986.472656
	Iteration 65Q: 3 clusters Score -3416420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3416420.250000 Penalty: 4986.472656
	Iteration 66Q: 3 clusters Score -3416420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3416418.000000 Penalty: 4986.472656
	Iteration 67Q: 3 clusters Score -3416418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3416421.500000 Penalty: 4986.472656
	Iteration 68Q: 3 clusters Score -3416422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3416417.000000 Penalty: 4986.472656
	Iteration 69Q: 3 clusters Score -3416417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3416421.250000 Penalty: 4986.472656
	Iteration 70Q: 3 clusters Score -3416421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3416420.500000 Penalty: 4986.472656
	Iteration 71Q: 3 clusters Score -3416420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3416422.500000 Penalty: 4986.472656
	Iteration 72Q: 3 clusters Score -3416422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -3416421.750000 Penalty: 4986.472656
	Iteration 73Q: 3 clusters Score -3416422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3416427.500000 Penalty: 4986.472656
	Iteration 74Q: 3 clusters Score -3416428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3416432.500000 Penalty: 4986.472656
	Iteration 75Q: 3 clusters Score -3416432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3416436.250000 Penalty: 4986.472656
	Iteration 76Q: 3 clusters Score -3416436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3416437.000000 Penalty: 4986.472656
	Iteration 77Q: 3 clusters Score -3416437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3416434.250000 Penalty: 4986.472656
	Iteration 78Q: 3 clusters Score -3416434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3416431.500000 Penalty: 4986.472656
	Iteration 79Q: 3 clusters Score -3416432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3416429.250000 Penalty: 4986.472656
	Iteration 80F: 3 clusters Score -3416429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3416432.250000 Penalty: 4986.472656
	Iteration 81Q: 3 clusters Score -3416432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3416432.750000 Penalty: 4986.472656
	Iteration 82Q: 3 clusters Score -3416433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3416435.500000 Penalty: 4986.472656
	Iteration 83Q: 3 clusters Score -3416436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3416436.500000 Penalty: 4986.472656
	Iteration 84Q: 3 clusters Score -3416436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3416436.500000 Penalty: 4986.472656
	Iteration 85F: 3 clusters Score -3416436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -398343.875000 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -398343.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -395135.593750 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -395135.6 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -395907.937500 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -395907.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -396201.375000 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -396201.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -396490.781250 Penalty: 3963.158203
	Iteration 3F: 3 clusters Score -396490.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -396765.093750 Penalty: 3963.158203
	Iteration 4F: 3 clusters Score -396765.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -396964.437500 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -396964.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -397151.750000 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -397151.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -397417.406250 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -397417.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -397769.718750 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -397769.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -397950.906250 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -397950.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -398089.093750 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -398089.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -398213.593750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -398213.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -398299.218750 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -398299.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -398383.968750 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -398384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -398446.687500 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -398446.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -398503.093750 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -398503.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -398555.281250 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -398555.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -398597.843750 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -398597.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -398628.531250 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -398628.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -398649.031250 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -398649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -398662.093750 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -398662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -398672.750000 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -398672.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -398680.375000 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -398680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -398685.906250 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -398685.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -398690.031250 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -398690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -398694.375000 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -398694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -398697.250000 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -398697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -398697.875000 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -398697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -398698.906250 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -398698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -398700.656250 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -398700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -398702.718750 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -398702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -398703.187500 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -398703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -398705.468750 Penalty: 3963.158203
	Iteration 32Q: 3 clusters Score -398705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -398705.468750 Penalty: 3963.158203
	Iteration 33F: 3 clusters Score -398705.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 1761 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1191 members 
Entering Unmasked Estep 
Score: -115059352.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115060392.000000 to -115059352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Entering Unmasked Estep 
Score: -1772021.750000 Penalty: 2328.718018
	Iteration 0F: 2 clusters Score -1772022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1763193.375000 Penalty: 4657.436035
	Iteration 0F: 3 clusters Score -1763193 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1765776.250000 Penalty: 4657.436035
	Iteration 1F: 3 clusters Score -1765776 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1766222.000000 Penalty: 4657.436035
	Iteration 2F: 3 clusters Score -1766222 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1766646.750000 Penalty: 4657.436035
	Iteration 3F: 3 clusters Score -1766647 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1767075.750000 Penalty: 4657.436035
	Iteration 4F: 3 clusters Score -1767076 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1767488.750000 Penalty: 4657.436035
	Iteration 5F: 3 clusters Score -1767489 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1767903.500000 Penalty: 4657.436035
	Iteration 6F: 3 clusters Score -1767904 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1768221.750000 Penalty: 4657.436035
	Iteration 7Q: 3 clusters Score -1768222 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1768513.625000 Penalty: 4657.436035
	Iteration 8Q: 3 clusters Score -1768514 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1768730.375000 Penalty: 4657.436035
	Iteration 9Q: 3 clusters Score -1768730 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1768871.750000 Penalty: 4657.436035
	Iteration 10Q: 3 clusters Score -1768872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1768954.000000 Penalty: 4657.436035
	Iteration 11Q: 3 clusters Score -1768954 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1769025.750000 Penalty: 4657.436035
	Iteration 12Q: 3 clusters Score -1769026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1769074.250000 Penalty: 4657.436035
	Iteration 13Q: 3 clusters Score -1769074 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1769118.750000 Penalty: 4657.436035
	Iteration 14Q: 3 clusters Score -1769119 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1769151.500000 Penalty: 4657.436035
	Iteration 15Q: 3 clusters Score -1769152 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1769182.250000 Penalty: 4657.436035
	Iteration 16Q: 3 clusters Score -1769182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1769214.375000 Penalty: 4657.436035
	Iteration 17Q: 3 clusters Score -1769214 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1769253.000000 Penalty: 4657.436035
	Iteration 18Q: 3 clusters Score -1769253 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1769287.375000 Penalty: 4657.436035
	Iteration 19Q: 3 clusters Score -1769287 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1769328.000000 Penalty: 4657.436035
	Iteration 20F: 3 clusters Score -1769328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1769367.750000 Penalty: 4657.436035
	Iteration 21Q: 3 clusters Score -1769368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1769411.875000 Penalty: 4657.436035
	Iteration 22Q: 3 clusters Score -1769412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1769446.125000 Penalty: 4657.436035
	Iteration 23Q: 3 clusters Score -1769446 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1769494.500000 Penalty: 4657.436035
	Iteration 24Q: 3 clusters Score -1769494 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1769533.875000 Penalty: 4657.436035
	Iteration 25Q: 3 clusters Score -1769534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1769581.500000 Penalty: 4657.436035
	Iteration 26Q: 3 clusters Score -1769582 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1769627.750000 Penalty: 4657.436035
	Iteration 27Q: 3 clusters Score -1769628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1769678.250000 Penalty: 4657.436035
	Iteration 28Q: 3 clusters Score -1769678 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1769735.625000 Penalty: 4657.436035
	Iteration 29Q: 3 clusters Score -1769736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1769788.125000 Penalty: 4657.436035
	Iteration 30Q: 3 clusters Score -1769788 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1769841.500000 Penalty: 4657.436035
	Iteration 31Q: 3 clusters Score -1769842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1769893.625000 Penalty: 4657.436035
	Iteration 32Q: 3 clusters Score -1769894 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1769940.125000 Penalty: 4657.436035
	Iteration 33Q: 3 clusters Score -1769940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1769978.750000 Penalty: 4657.436035
	Iteration 34Q: 3 clusters Score -1769979 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1770010.875000 Penalty: 4657.436035
	Iteration 35Q: 3 clusters Score -1770011 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1770045.000000 Penalty: 4657.436035
	Iteration 36Q: 3 clusters Score -1770045 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1770072.375000 Penalty: 4657.436035
	Iteration 37Q: 3 clusters Score -1770072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1770099.500000 Penalty: 4657.436035
	Iteration 38Q: 3 clusters Score -1770100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1770133.500000 Penalty: 4657.436035
	Iteration 39Q: 3 clusters Score -1770134 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1770157.750000 Penalty: 4657.436035
	Iteration 40F: 3 clusters Score -1770158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1770187.375000 Penalty: 4657.436035
	Iteration 41Q: 3 clusters Score -1770187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1770201.750000 Penalty: 4657.436035
	Iteration 42Q: 3 clusters Score -1770202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1770220.625000 Penalty: 4657.436035
	Iteration 43Q: 3 clusters Score -1770221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1770234.625000 Penalty: 4657.436035
	Iteration 44Q: 3 clusters Score -1770235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1770250.625000 Penalty: 4657.436035
	Iteration 45Q: 3 clusters Score -1770251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1770262.750000 Penalty: 4657.436035
	Iteration 46Q: 3 clusters Score -1770263 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1770272.250000 Penalty: 4657.436035
	Iteration 47Q: 3 clusters Score -1770272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1770277.250000 Penalty: 4657.436035
	Iteration 48Q: 3 clusters Score -1770277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1770282.875000 Penalty: 4657.436035
	Iteration 49Q: 3 clusters Score -1770283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1770290.250000 Penalty: 4657.436035
	Iteration 50Q: 3 clusters Score -1770290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1770293.625000 Penalty: 4657.436035
	Iteration 51Q: 3 clusters Score -1770294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1770297.250000 Penalty: 4657.436035
	Iteration 52Q: 3 clusters Score -1770297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1770302.875000 Penalty: 4657.436035
	Iteration 53Q: 3 clusters Score -1770303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1770310.375000 Penalty: 4657.436035
	Iteration 54Q: 3 clusters Score -1770310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1770320.500000 Penalty: 4657.436035
	Iteration 55Q: 3 clusters Score -1770320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1770326.375000 Penalty: 4657.436035
	Iteration 56Q: 3 clusters Score -1770326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1770331.625000 Penalty: 4657.436035
	Iteration 57Q: 3 clusters Score -1770332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1770338.375000 Penalty: 4657.436035
	Iteration 58Q: 3 clusters Score -1770338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1770339.500000 Penalty: 4657.436035
	Iteration 59Q: 3 clusters Score -1770340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1770347.125000 Penalty: 4657.436035
	Iteration 60F: 3 clusters Score -1770347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1770351.875000 Penalty: 4657.436035
	Iteration 61Q: 3 clusters Score -1770352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1770354.000000 Penalty: 4657.436035
	Iteration 62Q: 3 clusters Score -1770354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1770356.000000 Penalty: 4657.436035
	Iteration 63Q: 3 clusters Score -1770356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1770358.125000 Penalty: 4657.436035
	Iteration 64Q: 3 clusters Score -1770358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1770356.750000 Penalty: 4657.436035
	Iteration 65Q: 3 clusters Score -1770357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1770358.125000 Penalty: 4657.436035
	Iteration 66Q: 3 clusters Score -1770358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1770358.125000 Penalty: 4657.436035
	Iteration 67Q: 3 clusters Score -1770358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1770357.375000 Penalty: 4657.436035
	Iteration 68Q: 3 clusters Score -1770357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1770358.000000 Penalty: 4657.436035
	Iteration 69Q: 3 clusters Score -1770358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1770359.375000 Penalty: 4657.436035
	Iteration 70Q: 3 clusters Score -1770359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1770359.875000 Penalty: 4657.436035
	Iteration 71Q: 3 clusters Score -1770360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1770360.625000 Penalty: 4657.436035
	Iteration 72Q: 3 clusters Score -1770361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1770360.625000 Penalty: 4657.436035
	Iteration 73F: 3 clusters Score -1770361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Entering Unmasked Estep 
Score: -12053372.000000 Penalty: 2802.474854
	Iteration 0F: 2 clusters Score -1.205337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -11999441.000000 Penalty: 5604.949707
	Iteration 0F: 3 clusters Score -1.199944e+07 nChanged 37782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -12021360.000000 Penalty: 5604.949707
	Iteration 1F: 3 clusters Score -1.202136e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -12022185.000000 Penalty: 5604.949707
	Iteration 2Q: 3 clusters Score -1.202218e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -12023103.000000 Penalty: 5604.949707
	Iteration 3Q: 3 clusters Score -1.20231e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -12024211.000000 Penalty: 5604.949707
	Iteration 4Q: 3 clusters Score -1.202421e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -12025451.000000 Penalty: 5604.949707
	Iteration 5Q: 3 clusters Score -1.202545e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -12026828.000000 Penalty: 5604.949707
	Iteration 6Q: 3 clusters Score -1.202683e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -12028587.000000 Penalty: 5604.949707
	Iteration 7Q: 3 clusters Score -1.202859e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -12031064.000000 Penalty: 5604.949707
	Iteration 8F: 3 clusters Score -1.203106e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -12033878.000000 Penalty: 5604.949707
	Iteration 9F: 3 clusters Score -1.203388e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -12036730.000000 Penalty: 5604.949707
	Iteration 10F: 3 clusters Score -1.203673e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -12039054.000000 Penalty: 5604.949707
	Iteration 11Q: 3 clusters Score -1.203905e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -12040469.000000 Penalty: 5604.949707
	Iteration 12Q: 3 clusters Score -1.204047e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -12041430.000000 Penalty: 5604.949707
	Iteration 13Q: 3 clusters Score -1.204143e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -12042099.000000 Penalty: 5604.949707
	Iteration 14Q: 3 clusters Score -1.20421e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61060 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -12042745.000000 Penalty: 5604.949707
	Iteration 15Q: 3 clusters Score -1.204274e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -12043463.000000 Penalty: 5604.949707
	Iteration 16Q: 3 clusters Score -1.204346e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -12044095.000000 Penalty: 5604.949707
	Iteration 17Q: 3 clusters Score -1.20441e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -12044819.000000 Penalty: 5604.949707
	Iteration 18Q: 3 clusters Score -1.204482e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67466 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -12045600.000000 Penalty: 5604.949707
	Iteration 19Q: 3 clusters Score -1.20456e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -12046206.000000 Penalty: 5604.949707
	Iteration 20F: 3 clusters Score -1.204621e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -12046772.000000 Penalty: 5604.949707
	Iteration 21Q: 3 clusters Score -1.204677e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -12047413.000000 Penalty: 5604.949707
	Iteration 22Q: 3 clusters Score -1.204741e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -12048018.000000 Penalty: 5604.949707
	Iteration 23Q: 3 clusters Score -1.204802e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -12048454.000000 Penalty: 5604.949707
	Iteration 24Q: 3 clusters Score -1.204845e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -12048958.000000 Penalty: 5604.949707
	Iteration 25Q: 3 clusters Score -1.204896e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -12049294.000000 Penalty: 5604.949707
	Iteration 26Q: 3 clusters Score -1.204929e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -12049543.000000 Penalty: 5604.949707
	Iteration 27Q: 3 clusters Score -1.204954e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -12049826.000000 Penalty: 5604.949707
	Iteration 28Q: 3 clusters Score -1.204983e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -12050039.000000 Penalty: 5604.949707
	Iteration 29Q: 3 clusters Score -1.205004e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -12050259.000000 Penalty: 5604.949707
	Iteration 30Q: 3 clusters Score -1.205026e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12050448.000000 Penalty: 5604.949707
	Iteration 31Q: 3 clusters Score -1.205045e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -12050565.000000 Penalty: 5604.949707
	Iteration 32Q: 3 clusters Score -1.205056e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12050637.000000 Penalty: 5604.949707
	Iteration 33Q: 3 clusters Score -1.205064e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -12050702.000000 Penalty: 5604.949707
	Iteration 34Q: 3 clusters Score -1.20507e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12050768.000000 Penalty: 5604.949707
	Iteration 35Q: 3 clusters Score -1.205077e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12050811.000000 Penalty: 5604.949707
	Iteration 36Q: 3 clusters Score -1.205081e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -12050834.000000 Penalty: 5604.949707
	Iteration 37Q: 3 clusters Score -1.205083e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12050855.000000 Penalty: 5604.949707
	Iteration 38Q: 3 clusters Score -1.205086e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12050877.000000 Penalty: 5604.949707
	Iteration 39Q: 3 clusters Score -1.205088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -12050925.000000 Penalty: 5604.949707
	Iteration 40F: 3 clusters Score -1.205092e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12050962.000000 Penalty: 5604.949707
	Iteration 41Q: 3 clusters Score -1.205096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -12050977.000000 Penalty: 5604.949707
	Iteration 42Q: 3 clusters Score -1.205098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -12050995.000000 Penalty: 5604.949707
	Iteration 43Q: 3 clusters Score -1.2051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -12051003.000000 Penalty: 5604.949707
	Iteration 44Q: 3 clusters Score -1.2051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -12051043.000000 Penalty: 5604.949707
	Iteration 45Q: 3 clusters Score -1.205104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79719 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12051037.000000 Penalty: 5604.949707
	Iteration 46Q: 3 clusters Score -1.205104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12051052.000000 Penalty: 5604.949707
	Iteration 47Q: 3 clusters Score -1.205105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -12051060.000000 Penalty: 5604.949707
	Iteration 48Q: 3 clusters Score -1.205106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -12051071.000000 Penalty: 5604.949707
	Iteration 49Q: 3 clusters Score -1.205107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -12051067.000000 Penalty: 5604.949707
	Iteration 50Q: 3 clusters Score -1.205107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12051064.000000 Penalty: 5604.949707
	Iteration 51Q: 3 clusters Score -1.205106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -12051064.000000 Penalty: 5604.949707
	Iteration 52F: 3 clusters Score -1.205106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Entering Unmasked Estep 
Score: -5862551.500000 Penalty: 2622.689453
	Iteration 0F: 2 clusters Score -5862552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -5836111.000000 Penalty: 5245.378906
	Iteration 0F: 3 clusters Score -5836111 nChanged 17778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -5846247.000000 Penalty: 5245.378906
	Iteration 1F: 3 clusters Score -5846247 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -5847095.000000 Penalty: 5245.378906
	Iteration 2F: 3 clusters Score -5847095 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5848047.000000 Penalty: 5245.378906
	Iteration 3F: 3 clusters Score -5848047 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5849274.500000 Penalty: 5245.378906
	Iteration 4F: 3 clusters Score -5849274 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5850666.000000 Penalty: 5245.378906
	Iteration 5F: 3 clusters Score -5850666 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5852150.000000 Penalty: 5245.378906
	Iteration 6F: 3 clusters Score -5852150 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5853524.000000 Penalty: 5245.378906
	Iteration 7F: 3 clusters Score -5853524 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5854778.000000 Penalty: 5245.378906
	Iteration 8Q: 3 clusters Score -5854778 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5855897.500000 Penalty: 5245.378906
	Iteration 9Q: 3 clusters Score -5855898 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5856862.500000 Penalty: 5245.378906
	Iteration 10Q: 3 clusters Score -5856862 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5857475.500000 Penalty: 5245.378906
	Iteration 11Q: 3 clusters Score -5857476 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5857895.000000 Penalty: 5245.378906
	Iteration 12Q: 3 clusters Score -5857895 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -5858203.000000 Penalty: 5245.378906
	Iteration 13Q: 3 clusters Score -5858203 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5858462.500000 Penalty: 5245.378906
	Iteration 14Q: 3 clusters Score -5858462 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -5858695.500000 Penalty: 5245.378906
	Iteration 15Q: 3 clusters Score -5858696 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -5858882.000000 Penalty: 5245.378906
	Iteration 16Q: 3 clusters Score -5858882 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -5859069.500000 Penalty: 5245.378906
	Iteration 17Q: 3 clusters Score -5859070 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -5859230.000000 Penalty: 5245.378906
	Iteration 18Q: 3 clusters Score -5859230 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -5859335.500000 Penalty: 5245.378906
	Iteration 19Q: 3 clusters Score -5859336 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5859453.500000 Penalty: 5245.378906
	Iteration 20F: 3 clusters Score -5859454 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -5859572.000000 Penalty: 5245.378906
	Iteration 21Q: 3 clusters Score -5859572 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -5859671.500000 Penalty: 5245.378906
	Iteration 22Q: 3 clusters Score -5859672 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -5859794.500000 Penalty: 5245.378906
	Iteration 23Q: 3 clusters Score -5859794 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -5859917.500000 Penalty: 5245.378906
	Iteration 24Q: 3 clusters Score -5859918 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5859993.000000 Penalty: 5245.378906
	Iteration 25Q: 3 clusters Score -5859993 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -5860065.500000 Penalty: 5245.378906
	Iteration 26Q: 3 clusters Score -5860066 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -5860116.500000 Penalty: 5245.378906
	Iteration 27Q: 3 clusters Score -5860116 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5860188.500000 Penalty: 5245.378906
	Iteration 28Q: 3 clusters Score -5860188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5860224.000000 Penalty: 5245.378906
	Iteration 29Q: 3 clusters Score -5860224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5860281.500000 Penalty: 5245.378906
	Iteration 30Q: 3 clusters Score -5860282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -5860308.000000 Penalty: 5245.378906
	Iteration 31Q: 3 clusters Score -5860308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -5860338.500000 Penalty: 5245.378906
	Iteration 32Q: 3 clusters Score -5860338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -5860353.000000 Penalty: 5245.378906
	Iteration 33Q: 3 clusters Score -5860353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -5860377.000000 Penalty: 5245.378906
	Iteration 34Q: 3 clusters Score -5860377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -5860399.500000 Penalty: 5245.378906
	Iteration 35Q: 3 clusters Score -5860400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -5860402.500000 Penalty: 5245.378906
	Iteration 36Q: 3 clusters Score -5860402 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5860420.000000 Penalty: 5245.378906
	Iteration 37Q: 3 clusters Score -5860420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5860436.500000 Penalty: 5245.378906
	Iteration 38Q: 3 clusters Score -5860436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -5860445.000000 Penalty: 5245.378906
	Iteration 39Q: 3 clusters Score -5860445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -5860450.000000 Penalty: 5245.378906
	Iteration 40F: 3 clusters Score -5860450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -5860469.500000 Penalty: 5245.378906
	Iteration 41Q: 3 clusters Score -5860470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -5860478.000000 Penalty: 5245.378906
	Iteration 42Q: 3 clusters Score -5860478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5860485.000000 Penalty: 5245.378906
	Iteration 43Q: 3 clusters Score -5860485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -5860494.500000 Penalty: 5245.378906
	Iteration 44Q: 3 clusters Score -5860494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5860500.000000 Penalty: 5245.378906
	Iteration 45Q: 3 clusters Score -5860500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5860508.000000 Penalty: 5245.378906
	Iteration 46Q: 3 clusters Score -5860508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5860508.500000 Penalty: 5245.378906
	Iteration 47Q: 3 clusters Score -5860508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -5860515.000000 Penalty: 5245.378906
	Iteration 48Q: 3 clusters Score -5860515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -5860517.500000 Penalty: 5245.378906
	Iteration 49Q: 3 clusters Score -5860518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5860523.500000 Penalty: 5245.378906
	Iteration 50Q: 3 clusters Score -5860524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5860516.500000 Penalty: 5245.378906
	Iteration 51Q: 3 clusters Score -5860516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -5860525.000000 Penalty: 5245.378906
	Iteration 52Q: 3 clusters Score -5860525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5860534.000000 Penalty: 5245.378906
	Iteration 53Q: 3 clusters Score -5860534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5860539.500000 Penalty: 5245.378906
	Iteration 54Q: 3 clusters Score -5860540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -5860550.000000 Penalty: 5245.378906
	Iteration 55Q: 3 clusters Score -5860550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5860544.500000 Penalty: 5245.378906
	Iteration 56Q: 3 clusters Score -5860544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -5860550.000000 Penalty: 5245.378906
	Iteration 57Q: 3 clusters Score -5860550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -5860546.500000 Penalty: 5245.378906
	Iteration 58Q: 3 clusters Score -5860546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -5860546.500000 Penalty: 5245.378906
	Iteration 59Q: 3 clusters Score -5860546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -5860550.000000 Penalty: 5245.378906
	Iteration 60F: 3 clusters Score -5860550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -5860549.000000 Penalty: 5245.378906
	Iteration 61Q: 3 clusters Score -5860549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -5860558.000000 Penalty: 5245.378906
	Iteration 62Q: 3 clusters Score -5860558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -5860563.500000 Penalty: 5245.378906
	Iteration 63Q: 3 clusters Score -5860564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5860556.500000 Penalty: 5245.378906
	Iteration 64Q: 3 clusters Score -5860556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5860556.500000 Penalty: 5245.378906
	Iteration 65Q: 3 clusters Score -5860556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -5860559.000000 Penalty: 5245.378906
	Iteration 66Q: 3 clusters Score -5860559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -5860561.500000 Penalty: 5245.378906
	Iteration 67Q: 3 clusters Score -5860562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -5860564.000000 Penalty: 5245.378906
	Iteration 68Q: 3 clusters Score -5860564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5860563.000000 Penalty: 5245.378906
	Iteration 69Q: 3 clusters Score -5860563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -5860570.500000 Penalty: 5245.378906
	Iteration 70Q: 3 clusters Score -5860570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5860574.500000 Penalty: 5245.378906
	Iteration 71Q: 3 clusters Score -5860574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -5860577.000000 Penalty: 5245.378906
	Iteration 72Q: 3 clusters Score -5860577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5860578.500000 Penalty: 5245.378906
	Iteration 73Q: 3 clusters Score -5860578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -5860588.000000 Penalty: 5245.378906
	Iteration 74Q: 3 clusters Score -5860588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -5860590.000000 Penalty: 5245.378906
	Iteration 75Q: 3 clusters Score -5860590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5860594.500000 Penalty: 5245.378906
	Iteration 76Q: 3 clusters Score -5860594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -5860594.500000 Penalty: 5245.378906
	Iteration 77Q: 3 clusters Score -5860594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -5860592.500000 Penalty: 5245.378906
	Iteration 78Q: 3 clusters Score -5860592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -5860594.500000 Penalty: 5245.378906
	Iteration 79Q: 3 clusters Score -5860594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5860597.000000 Penalty: 5245.378906
	Iteration 80F: 3 clusters Score -5860597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -5860593.000000 Penalty: 5245.378906
	Iteration 81Q: 3 clusters Score -5860593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -5860596.500000 Penalty: 5245.378906
	Iteration 82Q: 3 clusters Score -5860596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5860598.000000 Penalty: 5245.378906
	Iteration 83Q: 3 clusters Score -5860598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -5860592.500000 Penalty: 5245.378906
	Iteration 84Q: 3 clusters Score -5860592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -5860596.000000 Penalty: 5245.378906
	Iteration 85Q: 3 clusters Score -5860596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -5860595.500000 Penalty: 5245.378906
	Iteration 86Q: 3 clusters Score -5860596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -5860602.000000 Penalty: 5245.378906
	Iteration 87Q: 3 clusters Score -5860602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -5860602.500000 Penalty: 5245.378906
	Iteration 88Q: 3 clusters Score -5860602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -5860604.000000 Penalty: 5245.378906
	Iteration 89Q: 3 clusters Score -5860604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5860602.500000 Penalty: 5245.378906
	Iteration 90Q: 3 clusters Score -5860602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -5860599.000000 Penalty: 5245.378906
	Iteration 91Q: 3 clusters Score -5860599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -5860597.500000 Penalty: 5245.378906
	Iteration 92Q: 3 clusters Score -5860598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5860594.000000 Penalty: 5245.378906
	Iteration 93Q: 3 clusters Score -5860594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -5860598.000000 Penalty: 5245.378906
	Iteration 94Q: 3 clusters Score -5860598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5860603.500000 Penalty: 5245.378906
	Iteration 95Q: 3 clusters Score -5860604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5860609.500000 Penalty: 5245.378906
	Iteration 96Q: 3 clusters Score -5860610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -5860609.500000 Penalty: 5245.378906
	Iteration 97F: 3 clusters Score -5860610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -495676.406250 Penalty: 2026.276123
	Iteration 0F: 2 clusters Score -495676.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -492164.906250 Penalty: 4052.552246
	Iteration 0F: 3 clusters Score -492164.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -493174.812500 Penalty: 4052.552246
	Iteration 1F: 3 clusters Score -493174.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -493784.312500 Penalty: 4052.552246
	Iteration 2F: 3 clusters Score -493784.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -494392.125000 Penalty: 4052.552246
	Iteration 3F: 3 clusters Score -494392.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -494870.781250 Penalty: 4052.552246
	Iteration 4F: 3 clusters Score -494870.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -495200.531250 Penalty: 4052.552246
	Iteration 5F: 3 clusters Score -495200.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -495345.281250 Penalty: 4052.552246
	Iteration 6Q: 3 clusters Score -495345.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -495406.718750 Penalty: 4052.552246
	Iteration 7Q: 3 clusters Score -495406.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -495440.843750 Penalty: 4052.552246
	Iteration 8Q: 3 clusters Score -495440.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -495460.093750 Penalty: 4052.552246
	Iteration 9Q: 3 clusters Score -495460.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -495473.468750 Penalty: 4052.552246
	Iteration 10Q: 3 clusters Score -495473.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -495480.843750 Penalty: 4052.552246
	Iteration 11Q: 3 clusters Score -495480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -495484.125000 Penalty: 4052.552246
	Iteration 12Q: 3 clusters Score -495484.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -495487.312500 Penalty: 4052.552246
	Iteration 13Q: 3 clusters Score -495487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -495490.625000 Penalty: 4052.552246
	Iteration 14Q: 3 clusters Score -495490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -495496.375000 Penalty: 4052.552246
	Iteration 15Q: 3 clusters Score -495496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -495499.906250 Penalty: 4052.552246
	Iteration 16Q: 3 clusters Score -495499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -495504.937500 Penalty: 4052.552246
	Iteration 17Q: 3 clusters Score -495504.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -495509.750000 Penalty: 4052.552246
	Iteration 18Q: 3 clusters Score -495509.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -495513.656250 Penalty: 4052.552246
	Iteration 19Q: 3 clusters Score -495513.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -495517.375000 Penalty: 4052.552246
	Iteration 20F: 3 clusters Score -495517.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -495522.406250 Penalty: 4052.552246
	Iteration 21Q: 3 clusters Score -495522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -495528.625000 Penalty: 4052.552246
	Iteration 22Q: 3 clusters Score -495528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -495543.375000 Penalty: 4052.552246
	Iteration 23Q: 3 clusters Score -495543.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -495561.937500 Penalty: 4052.552246
	Iteration 24Q: 3 clusters Score -495561.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -495576.125000 Penalty: 4052.552246
	Iteration 25Q: 3 clusters Score -495576.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -495589.562500 Penalty: 4052.552246
	Iteration 26Q: 3 clusters Score -495589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -495598.406250 Penalty: 4052.552246
	Iteration 27Q: 3 clusters Score -495598.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -495613.187500 Penalty: 4052.552246
	Iteration 28Q: 3 clusters Score -495613.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -495629.187500 Penalty: 4052.552246
	Iteration 29Q: 3 clusters Score -495629.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -495643.562500 Penalty: 4052.552246
	Iteration 30Q: 3 clusters Score -495643.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -495654.187500 Penalty: 4052.552246
	Iteration 31Q: 3 clusters Score -495654.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -495663.281250 Penalty: 4052.552246
	Iteration 32Q: 3 clusters Score -495663.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -495671.875000 Penalty: 4052.552246
	Iteration 33Q: 3 clusters Score -495671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -495684.812500 Penalty: 4052.552246
	Iteration 34Q: 3 clusters Score -495684.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -495700.093750 Penalty: 4052.552246
	Iteration 35Q: 3 clusters Score -495700.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -495717.000000 Penalty: 4052.552246
	Iteration 36Q: 3 clusters Score -495717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -495730.718750 Penalty: 4052.552246
	Iteration 37Q: 3 clusters Score -495730.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -495744.968750 Penalty: 4052.552246
	Iteration 38Q: 3 clusters Score -495745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -495769.937500 Penalty: 4052.552246
	Iteration 39Q: 3 clusters Score -495769.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -495799.187500 Penalty: 4052.552246
	Iteration 40F: 3 clusters Score -495799.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -495839.000000 Penalty: 4052.552246
	Iteration 41Q: 3 clusters Score -495839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -495894.062500 Penalty: 4052.552246
	Iteration 42Q: 3 clusters Score -495894.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -495948.406250 Penalty: 4052.552246
	Iteration 43Q: 3 clusters Score -495948.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -496004.187500 Penalty: 4052.552246
	Iteration 44Q: 3 clusters Score -496004.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -496035.437500 Penalty: 4052.552246
	Iteration 45Q: 3 clusters Score -496035.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -496042.593750 Penalty: 4052.552246
	Iteration 46Q: 3 clusters Score -496042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -496044.250000 Penalty: 4052.552246
	Iteration 47Q: 3 clusters Score -496044.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -496044.218750 Penalty: 4052.552246
	Iteration 48Q: 3 clusters Score -496044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -496044.218750 Penalty: 4052.552246
	Iteration 49F: 3 clusters Score -496044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 2111 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1424 members 
Entering Unmasked Estep 
Score: -115059616.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115060392.000000 to -115059616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (58381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Entering Unmasked Estep 
Score: -8190596.000000 Penalty: 2721.737061
	Iteration 0F: 2 clusters Score -8190596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -8151513.500000 Penalty: 5443.474121
	Iteration 0F: 3 clusters Score -8151514 nChanged 27108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -8167341.500000 Penalty: 5443.474121
	Iteration 1F: 3 clusters Score -8167342 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -8168715.500000 Penalty: 5443.474121
	Iteration 2F: 3 clusters Score -8168716 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -8170388.000000 Penalty: 5443.474121
	Iteration 3F: 3 clusters Score -8170388 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -8172115.500000 Penalty: 5443.474121
	Iteration 4F: 3 clusters Score -8172116 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -8173925.000000 Penalty: 5443.474121
	Iteration 5F: 3 clusters Score -8173925 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8175972.500000 Penalty: 5443.474121
	Iteration 6F: 3 clusters Score -8175972 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -8178038.000000 Penalty: 5443.474121
	Iteration 7F: 3 clusters Score -8178038 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8180281.000000 Penalty: 5443.474121
	Iteration 8F: 3 clusters Score -8180281 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8182485.000000 Penalty: 5443.474121
	Iteration 9F: 3 clusters Score -8182485 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -8184566.500000 Penalty: 5443.474121
	Iteration 10Q: 3 clusters Score -8184566 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -8186200.500000 Penalty: 5443.474121
	Iteration 11Q: 3 clusters Score -8186200 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -8187319.000000 Penalty: 5443.474121
	Iteration 12Q: 3 clusters Score -8187319 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -8187998.000000 Penalty: 5443.474121
	Iteration 13Q: 3 clusters Score -8187998 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -8188472.500000 Penalty: 5443.474121
	Iteration 14Q: 3 clusters Score -8188472 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -8188755.000000 Penalty: 5443.474121
	Iteration 15Q: 3 clusters Score -8188755 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8188958.500000 Penalty: 5443.474121
	Iteration 16Q: 3 clusters Score -8188958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -8189106.000000 Penalty: 5443.474121
	Iteration 17Q: 3 clusters Score -8189106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -8189181.500000 Penalty: 5443.474121
	Iteration 18Q: 3 clusters Score -8189182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -8189232.500000 Penalty: 5443.474121
	Iteration 19Q: 3 clusters Score -8189232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -8189271.500000 Penalty: 5443.474121
	Iteration 20F: 3 clusters Score -8189272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -8189299.500000 Penalty: 5443.474121
	Iteration 21Q: 3 clusters Score -8189300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -8189313.500000 Penalty: 5443.474121
	Iteration 22Q: 3 clusters Score -8189314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -8189332.000000 Penalty: 5443.474121
	Iteration 23Q: 3 clusters Score -8189332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -8189335.000000 Penalty: 5443.474121
	Iteration 24Q: 3 clusters Score -8189335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -8189331.000000 Penalty: 5443.474121
	Iteration 25Q: 3 clusters Score -8189331 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -8189346.500000 Penalty: 5443.474121
	Iteration 26Q: 3 clusters Score -8189346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -8189347.000000 Penalty: 5443.474121
	Iteration 27Q: 3 clusters Score -8189347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -8189367.000000 Penalty: 5443.474121
	Iteration 28Q: 3 clusters Score -8189367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -8189362.500000 Penalty: 5443.474121
	Iteration 29Q: 3 clusters Score -8189362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -8189363.500000 Penalty: 5443.474121
	Iteration 30Q: 3 clusters Score -8189364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -8189369.500000 Penalty: 5443.474121
	Iteration 31Q: 3 clusters Score -8189370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -8189375.500000 Penalty: 5443.474121
	Iteration 32Q: 3 clusters Score -8189376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -8189385.500000 Penalty: 5443.474121
	Iteration 33Q: 3 clusters Score -8189386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -8189395.500000 Penalty: 5443.474121
	Iteration 34Q: 3 clusters Score -8189396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -8189390.000000 Penalty: 5443.474121
	Iteration 35Q: 3 clusters Score -8189390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -8189396.500000 Penalty: 5443.474121
	Iteration 36Q: 3 clusters Score -8189396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -8189405.500000 Penalty: 5443.474121
	Iteration 37Q: 3 clusters Score -8189406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 56839 members 
Entering Unmasked Estep 
Score: -8189400.500000 Penalty: 5443.474121
	Iteration 38Q: 3 clusters Score -8189400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -8189415.000000 Penalty: 5443.474121
	Iteration 39Q: 3 clusters Score -8189415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -8189425.000000 Penalty: 5443.474121
	Iteration 40F: 3 clusters Score -8189425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 56865 members 
Entering Unmasked Estep 
Score: -8189424.000000 Penalty: 5443.474121
	Iteration 41Q: 3 clusters Score -8189424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -8189436.500000 Penalty: 5443.474121
	Iteration 42Q: 3 clusters Score -8189436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -8189437.500000 Penalty: 5443.474121
	Iteration 43Q: 3 clusters Score -8189438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -8189445.000000 Penalty: 5443.474121
	Iteration 44Q: 3 clusters Score -8189445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -8189443.500000 Penalty: 5443.474121
	Iteration 45Q: 3 clusters Score -8189444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 56885 members 
Entering Unmasked Estep 
Score: -8189446.000000 Penalty: 5443.474121
	Iteration 46Q: 3 clusters Score -8189446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 56891 members 
Entering Unmasked Estep 
Score: -8189449.000000 Penalty: 5443.474121
	Iteration 47Q: 3 clusters Score -8189449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 56890 members 
Entering Unmasked Estep 
Score: -8189455.000000 Penalty: 5443.474121
	Iteration 48Q: 3 clusters Score -8189455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -8189450.000000 Penalty: 5443.474121
	Iteration 49Q: 3 clusters Score -8189450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -8189453.500000 Penalty: 5443.474121
	Iteration 50Q: 3 clusters Score -8189454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 56899 members 
Entering Unmasked Estep 
Score: -8189452.500000 Penalty: 5443.474121
	Iteration 51Q: 3 clusters Score -8189452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -8189450.500000 Penalty: 5443.474121
	Iteration 52Q: 3 clusters Score -8189450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -8189450.500000 Penalty: 5443.474121
	Iteration 53F: 3 clusters Score -8189450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Entering Unmasked Estep 
Score: -18815.123047 Penalty: 1351.857544
	Iteration 0F: 2 clusters Score -18815.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18001.566406 Penalty: 2703.715088
	Iteration 0F: 3 clusters Score -18001.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18267.490234 Penalty: 2703.715088
	Iteration 1F: 3 clusters Score -18267.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18450.220703 Penalty: 2703.715088
	Iteration 2F: 3 clusters Score -18450.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18681.945312 Penalty: 2703.715088
	Iteration 3F: 3 clusters Score -18681.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18809.005859 Penalty: 2703.715088
	Iteration 4Q: 3 clusters Score -18809.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18885.794922 Penalty: 2703.715088
	Iteration 5Q: 3 clusters Score -18885.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18919.162109 Penalty: 2703.715088
	Iteration 6Q: 3 clusters Score -18919.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18998.277344 Penalty: 2703.715088
	Iteration 7Q: 3 clusters Score -18998.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18999.380859 Penalty: 2703.715088
	Iteration 8Q: 3 clusters Score -18999.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18999.380859 Penalty: 2703.715088
	Iteration 9F: 3 clusters Score -18999.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 146 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 87 members 
Entering Unmasked Estep 
Score: -115058600.000000 Penalty: 158475.468750
Splitting cluster 28 changes total score from -115060392.000000 to -115058600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -451374.375000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -451374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -448074.562500 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -448074.6 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -448769.937500 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -448769.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -449021.468750 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -449021.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -449229.000000 Penalty: 3980.006836
	Iteration 3F: 3 clusters Score -449229 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -449445.750000 Penalty: 3980.006836
	Iteration 4F: 3 clusters Score -449445.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -449720.781250 Penalty: 3980.006836
	Iteration 5F: 3 clusters Score -449720.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -450012.312500 Penalty: 3980.006836
	Iteration 6F: 3 clusters Score -450012.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -450221.750000 Penalty: 3980.006836
	Iteration 7F: 3 clusters Score -450221.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -450365.843750 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -450365.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -450449.937500 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -450449.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -450494.750000 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -450494.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -450518.062500 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -450518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -450524.875000 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -450524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -450528.281250 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -450528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -450530.218750 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -450530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -450531.437500 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -450531.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -450531.437500 Penalty: 3980.006836
	Iteration 16F: 3 clusters Score -450531.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Entering Unmasked Estep 
Score: -2205092.000000 Penalty: 2401.205322
	Iteration 0F: 2 clusters Score -2205092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2193625.500000 Penalty: 4802.410645
	Iteration 0F: 3 clusters Score -2193626 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2198091.750000 Penalty: 4802.410645
	Iteration 1F: 3 clusters Score -2198092 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2199182.250000 Penalty: 4802.410645
	Iteration 2F: 3 clusters Score -2199182 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2199983.000000 Penalty: 4802.410645
	Iteration 3F: 3 clusters Score -2199983 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2200606.000000 Penalty: 4802.410645
	Iteration 4F: 3 clusters Score -2200606 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2201016.750000 Penalty: 4802.410645
	Iteration 5F: 3 clusters Score -2201017 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2201298.250000 Penalty: 4802.410645
	Iteration 6Q: 3 clusters Score -2201298 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2201505.500000 Penalty: 4802.410645
	Iteration 7Q: 3 clusters Score -2201506 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2201661.500000 Penalty: 4802.410645
	Iteration 8Q: 3 clusters Score -2201662 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2201795.000000 Penalty: 4802.410645
	Iteration 9Q: 3 clusters Score -2201795 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2201920.750000 Penalty: 4802.410645
	Iteration 10Q: 3 clusters Score -2201921 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2202023.500000 Penalty: 4802.410645
	Iteration 11Q: 3 clusters Score -2202024 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2202136.750000 Penalty: 4802.410645
	Iteration 12Q: 3 clusters Score -2202137 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2202243.000000 Penalty: 4802.410645
	Iteration 13Q: 3 clusters Score -2202243 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2202342.500000 Penalty: 4802.410645
	Iteration 14Q: 3 clusters Score -2202342 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2202433.250000 Penalty: 4802.410645
	Iteration 15Q: 3 clusters Score -2202433 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2202507.250000 Penalty: 4802.410645
	Iteration 16Q: 3 clusters Score -2202507 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2202578.750000 Penalty: 4802.410645
	Iteration 17Q: 3 clusters Score -2202579 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2202653.250000 Penalty: 4802.410645
	Iteration 18Q: 3 clusters Score -2202653 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2202719.750000 Penalty: 4802.410645
	Iteration 19Q: 3 clusters Score -2202720 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2202777.250000 Penalty: 4802.410645
	Iteration 20F: 3 clusters Score -2202777 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2202837.750000 Penalty: 4802.410645
	Iteration 21Q: 3 clusters Score -2202838 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2202904.000000 Penalty: 4802.410645
	Iteration 22Q: 3 clusters Score -2202904 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2202960.500000 Penalty: 4802.410645
	Iteration 23Q: 3 clusters Score -2202960 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2203021.750000 Penalty: 4802.410645
	Iteration 24Q: 3 clusters Score -2203022 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2203078.000000 Penalty: 4802.410645
	Iteration 25Q: 3 clusters Score -2203078 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2203126.000000 Penalty: 4802.410645
	Iteration 26Q: 3 clusters Score -2203126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2203165.250000 Penalty: 4802.410645
	Iteration 27Q: 3 clusters Score -2203165 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2203199.000000 Penalty: 4802.410645
	Iteration 28Q: 3 clusters Score -2203199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2203238.500000 Penalty: 4802.410645
	Iteration 29Q: 3 clusters Score -2203238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -2203263.500000 Penalty: 4802.410645
	Iteration 30Q: 3 clusters Score -2203264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2203286.750000 Penalty: 4802.410645
	Iteration 31Q: 3 clusters Score -2203287 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2203304.500000 Penalty: 4802.410645
	Iteration 32Q: 3 clusters Score -2203304 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2203333.250000 Penalty: 4802.410645
	Iteration 33Q: 3 clusters Score -2203333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2203359.500000 Penalty: 4802.410645
	Iteration 34Q: 3 clusters Score -2203360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2203375.750000 Penalty: 4802.410645
	Iteration 35Q: 3 clusters Score -2203376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2203392.000000 Penalty: 4802.410645
	Iteration 36Q: 3 clusters Score -2203392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2203408.250000 Penalty: 4802.410645
	Iteration 37Q: 3 clusters Score -2203408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2203433.500000 Penalty: 4802.410645
	Iteration 38Q: 3 clusters Score -2203434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -2203442.750000 Penalty: 4802.410645
	Iteration 39Q: 3 clusters Score -2203443 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2203457.500000 Penalty: 4802.410645
	Iteration 40F: 3 clusters Score -2203458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2203473.750000 Penalty: 4802.410645
	Iteration 41Q: 3 clusters Score -2203474 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2203492.000000 Penalty: 4802.410645
	Iteration 42Q: 3 clusters Score -2203492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2203517.500000 Penalty: 4802.410645
	Iteration 43Q: 3 clusters Score -2203518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2203530.000000 Penalty: 4802.410645
	Iteration 44Q: 3 clusters Score -2203530 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2203547.500000 Penalty: 4802.410645
	Iteration 45Q: 3 clusters Score -2203548 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2203564.750000 Penalty: 4802.410645
	Iteration 46Q: 3 clusters Score -2203565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2203581.000000 Penalty: 4802.410645
	Iteration 47Q: 3 clusters Score -2203581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2203597.250000 Penalty: 4802.410645
	Iteration 48Q: 3 clusters Score -2203597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2203611.000000 Penalty: 4802.410645
	Iteration 49Q: 3 clusters Score -2203611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2203623.000000 Penalty: 4802.410645
	Iteration 50Q: 3 clusters Score -2203623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2203634.000000 Penalty: 4802.410645
	Iteration 51Q: 3 clusters Score -2203634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2203650.500000 Penalty: 4802.410645
	Iteration 52Q: 3 clusters Score -2203650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2203658.750000 Penalty: 4802.410645
	Iteration 53Q: 3 clusters Score -2203659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2203665.500000 Penalty: 4802.410645
	Iteration 54Q: 3 clusters Score -2203666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2203677.750000 Penalty: 4802.410645
	Iteration 55Q: 3 clusters Score -2203678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2203688.750000 Penalty: 4802.410645
	Iteration 56Q: 3 clusters Score -2203689 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2203693.000000 Penalty: 4802.410645
	Iteration 57Q: 3 clusters Score -2203693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2203699.000000 Penalty: 4802.410645
	Iteration 58Q: 3 clusters Score -2203699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2203701.000000 Penalty: 4802.410645
	Iteration 59Q: 3 clusters Score -2203701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2203701.750000 Penalty: 4802.410645
	Iteration 60F: 3 clusters Score -2203702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2203709.000000 Penalty: 4802.410645
	Iteration 61Q: 3 clusters Score -2203709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2203712.750000 Penalty: 4802.410645
	Iteration 62Q: 3 clusters Score -2203713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2203718.500000 Penalty: 4802.410645
	Iteration 63Q: 3 clusters Score -2203718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2203720.500000 Penalty: 4802.410645
	Iteration 64Q: 3 clusters Score -2203720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2203732.250000 Penalty: 4802.410645
	Iteration 65Q: 3 clusters Score -2203732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2203733.500000 Penalty: 4802.410645
	Iteration 66Q: 3 clusters Score -2203734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2203739.750000 Penalty: 4802.410645
	Iteration 67Q: 3 clusters Score -2203740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2203744.000000 Penalty: 4802.410645
	Iteration 68Q: 3 clusters Score -2203744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2203753.000000 Penalty: 4802.410645
	Iteration 69Q: 3 clusters Score -2203753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2203760.000000 Penalty: 4802.410645
	Iteration 70Q: 3 clusters Score -2203760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2203764.000000 Penalty: 4802.410645
	Iteration 71Q: 3 clusters Score -2203764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2203762.750000 Penalty: 4802.410645
	Iteration 72Q: 3 clusters Score -2203763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -2203774.250000 Penalty: 4802.410645
	Iteration 73Q: 3 clusters Score -2203774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2203772.000000 Penalty: 4802.410645
	Iteration 74Q: 3 clusters Score -2203772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2203779.750000 Penalty: 4802.410645
	Iteration 75Q: 3 clusters Score -2203780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2203784.250000 Penalty: 4802.410645
	Iteration 76Q: 3 clusters Score -2203784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2203786.250000 Penalty: 4802.410645
	Iteration 77Q: 3 clusters Score -2203786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2203794.000000 Penalty: 4802.410645
	Iteration 78Q: 3 clusters Score -2203794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2203795.000000 Penalty: 4802.410645
	Iteration 79Q: 3 clusters Score -2203795 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2203797.750000 Penalty: 4802.410645
	Iteration 80F: 3 clusters Score -2203798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2203797.000000 Penalty: 4802.410645
	Iteration 81Q: 3 clusters Score -2203797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2203807.000000 Penalty: 4802.410645
	Iteration 82Q: 3 clusters Score -2203807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2203813.250000 Penalty: 4802.410645
	Iteration 83Q: 3 clusters Score -2203813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2203823.750000 Penalty: 4802.410645
	Iteration 84Q: 3 clusters Score -2203824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2203832.500000 Penalty: 4802.410645
	Iteration 85Q: 3 clusters Score -2203832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2203834.750000 Penalty: 4802.410645
	Iteration 86Q: 3 clusters Score -2203835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2203842.500000 Penalty: 4802.410645
	Iteration 87Q: 3 clusters Score -2203842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2203849.000000 Penalty: 4802.410645
	Iteration 88Q: 3 clusters Score -2203849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2203862.500000 Penalty: 4802.410645
	Iteration 89Q: 3 clusters Score -2203862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2203865.000000 Penalty: 4802.410645
	Iteration 90Q: 3 clusters Score -2203865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2203876.000000 Penalty: 4802.410645
	Iteration 91Q: 3 clusters Score -2203876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2203878.500000 Penalty: 4802.410645
	Iteration 92Q: 3 clusters Score -2203878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2203882.250000 Penalty: 4802.410645
	Iteration 93Q: 3 clusters Score -2203882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2203892.000000 Penalty: 4802.410645
	Iteration 94Q: 3 clusters Score -2203892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2203893.250000 Penalty: 4802.410645
	Iteration 95Q: 3 clusters Score -2203893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2203900.750000 Penalty: 4802.410645
	Iteration 96Q: 3 clusters Score -2203901 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2203900.750000 Penalty: 4802.410645
	Iteration 97Q: 3 clusters Score -2203901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2203910.750000 Penalty: 4802.410645
	Iteration 98Q: 3 clusters Score -2203911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2203909.250000 Penalty: 4802.410645
	Iteration 99Q: 3 clusters Score -2203909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2203915.250000 Penalty: 4802.410645
	Iteration 100F: 3 clusters Score -2203915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2203920.500000 Penalty: 4802.410645
	Iteration 101Q: 3 clusters Score -2203920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2203923.500000 Penalty: 4802.410645
	Iteration 102Q: 3 clusters Score -2203924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2203924.750000 Penalty: 4802.410645
	Iteration 103Q: 3 clusters Score -2203925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2203925.750000 Penalty: 4802.410645
	Iteration 104Q: 3 clusters Score -2203926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2203926.250000 Penalty: 4802.410645
	Iteration 105Q: 3 clusters Score -2203926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2203930.500000 Penalty: 4802.410645
	Iteration 106Q: 3 clusters Score -2203930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2203929.250000 Penalty: 4802.410645
	Iteration 107Q: 3 clusters Score -2203929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2203931.750000 Penalty: 4802.410645
	Iteration 108Q: 3 clusters Score -2203932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2203933.000000 Penalty: 4802.410645
	Iteration 109Q: 3 clusters Score -2203933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2203931.000000 Penalty: 4802.410645
	Iteration 110Q: 3 clusters Score -2203931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2203934.500000 Penalty: 4802.410645
	Iteration 111Q: 3 clusters Score -2203934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2203936.000000 Penalty: 4802.410645
	Iteration 112Q: 3 clusters Score -2203936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2203937.250000 Penalty: 4802.410645
	Iteration 113Q: 3 clusters Score -2203937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2203937.000000 Penalty: 4802.410645
	Iteration 114Q: 3 clusters Score -2203937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2203938.750000 Penalty: 4802.410645
	Iteration 115Q: 3 clusters Score -2203939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2203938.750000 Penalty: 4802.410645
	Iteration 116F: 3 clusters Score -2203939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -46145.824219 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -46145.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44796.019531 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -44796.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44942.093750 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -44942.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44966.734375 Penalty: 2938.430908
	Iteration 2Q: 3 clusters Score -44966.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44981.519531 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -44981.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44991.527344 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -44991.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45007.355469 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -45007.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45011.625000 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -45011.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45014.015625 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -45014.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45046.515625 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -45046.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45101.339844 Penalty: 2938.430908
	Iteration 9Q: 3 clusters Score -45101.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45124.773438 Penalty: 2938.430908
	Iteration 10Q: 3 clusters Score -45124.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45165.859375 Penalty: 2938.430908
	Iteration 11Q: 3 clusters Score -45165.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45177.808594 Penalty: 2938.430908
	Iteration 12Q: 3 clusters Score -45177.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45180.628906 Penalty: 2938.430908
	Iteration 13F: 3 clusters Score -45180.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45214.617188 Penalty: 2938.430908
	Iteration 14Q: 3 clusters Score -45214.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45227.011719 Penalty: 2938.430908
	Iteration 15Q: 3 clusters Score -45227.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45236.804688 Penalty: 2938.430908
	Iteration 16Q: 3 clusters Score -45236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45249.269531 Penalty: 2938.430908
	Iteration 17Q: 3 clusters Score -45249.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45257.113281 Penalty: 2938.430908
	Iteration 18Q: 3 clusters Score -45257.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45263.476562 Penalty: 2938.430908
	Iteration 19Q: 3 clusters Score -45263.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45281.710938 Penalty: 2938.430908
	Iteration 20F: 3 clusters Score -45281.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45289.933594 Penalty: 2938.430908
	Iteration 21Q: 3 clusters Score -45289.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45292.179688 Penalty: 2938.430908
	Iteration 22Q: 3 clusters Score -45292.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45298.171875 Penalty: 2938.430908
	Iteration 23Q: 3 clusters Score -45298.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45314.570312 Penalty: 2938.430908
	Iteration 24Q: 3 clusters Score -45314.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45317.855469 Penalty: 2938.430908
	Iteration 25Q: 3 clusters Score -45317.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45317.855469 Penalty: 2938.430908
	Iteration 26F: 3 clusters Score -45317.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -1107940.250000 Penalty: 2215.516113
	Iteration 0F: 2 clusters Score -1107940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1101802.000000 Penalty: 4431.032227
	Iteration 0F: 3 clusters Score -1101802 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1103545.500000 Penalty: 4431.032227
	Iteration 1F: 3 clusters Score -1103546 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1103858.000000 Penalty: 4431.032227
	Iteration 2F: 3 clusters Score -1103858 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1104094.750000 Penalty: 4431.032227
	Iteration 3F: 3 clusters Score -1104095 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1104325.500000 Penalty: 4431.032227
	Iteration 4F: 3 clusters Score -1104326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1104552.875000 Penalty: 4431.032227
	Iteration 5Q: 3 clusters Score -1104553 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1104826.625000 Penalty: 4431.032227
	Iteration 6Q: 3 clusters Score -1104827 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1105107.875000 Penalty: 4431.032227
	Iteration 7F: 3 clusters Score -1105108 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1105351.000000 Penalty: 4431.032227
	Iteration 8Q: 3 clusters Score -1105351 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1105552.750000 Penalty: 4431.032227
	Iteration 9Q: 3 clusters Score -1105553 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1105691.875000 Penalty: 4431.032227
	Iteration 10Q: 3 clusters Score -1105692 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1105808.250000 Penalty: 4431.032227
	Iteration 11Q: 3 clusters Score -1105808 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1105916.000000 Penalty: 4431.032227
	Iteration 12Q: 3 clusters Score -1105916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1105987.125000 Penalty: 4431.032227
	Iteration 13Q: 3 clusters Score -1105987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1106044.500000 Penalty: 4431.032227
	Iteration 14Q: 3 clusters Score -1106044 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1106096.250000 Penalty: 4431.032227
	Iteration 15Q: 3 clusters Score -1106096 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1106133.000000 Penalty: 4431.032227
	Iteration 16Q: 3 clusters Score -1106133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1106160.125000 Penalty: 4431.032227
	Iteration 17Q: 3 clusters Score -1106160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1106179.125000 Penalty: 4431.032227
	Iteration 18Q: 3 clusters Score -1106179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1106189.875000 Penalty: 4431.032227
	Iteration 19Q: 3 clusters Score -1106190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1106201.750000 Penalty: 4431.032227
	Iteration 20F: 3 clusters Score -1106202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1106206.625000 Penalty: 4431.032227
	Iteration 21Q: 3 clusters Score -1106207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1106213.125000 Penalty: 4431.032227
	Iteration 22Q: 3 clusters Score -1106213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1106212.625000 Penalty: 4431.032227
	Iteration 23Q: 3 clusters Score -1106213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1106215.000000 Penalty: 4431.032227
	Iteration 24Q: 3 clusters Score -1106215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1106216.375000 Penalty: 4431.032227
	Iteration 25Q: 3 clusters Score -1106216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1106217.875000 Penalty: 4431.032227
	Iteration 26Q: 3 clusters Score -1106218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1106219.250000 Penalty: 4431.032227
	Iteration 27Q: 3 clusters Score -1106219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1106221.375000 Penalty: 4431.032227
	Iteration 28Q: 3 clusters Score -1106221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1106223.375000 Penalty: 4431.032227
	Iteration 29Q: 3 clusters Score -1106223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1106224.875000 Penalty: 4431.032227
	Iteration 30Q: 3 clusters Score -1106225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1106225.000000 Penalty: 4431.032227
	Iteration 31Q: 3 clusters Score -1106225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1106224.250000 Penalty: 4431.032227
	Iteration 32Q: 3 clusters Score -1106224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1106224.375000 Penalty: 4431.032227
	Iteration 33Q: 3 clusters Score -1106224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1106225.000000 Penalty: 4431.032227
	Iteration 34Q: 3 clusters Score -1106225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1106225.000000 Penalty: 4431.032227
	Iteration 35F: 3 clusters Score -1106225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -912380.687500 Penalty: 2172.553467
	Iteration 0F: 2 clusters Score -912380.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -907022.375000 Penalty: 4345.106934
	Iteration 0F: 3 clusters Score -907022.4 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -908715.062500 Penalty: 4345.106934
	Iteration 1F: 3 clusters Score -908715.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -909349.500000 Penalty: 4345.106934
	Iteration 2F: 3 clusters Score -909349.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -910039.625000 Penalty: 4345.106934
	Iteration 3F: 3 clusters Score -910039.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -910640.500000 Penalty: 4345.106934
	Iteration 4F: 3 clusters Score -910640.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -911010.937500 Penalty: 4345.106934
	Iteration 5F: 3 clusters Score -911010.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -911189.562500 Penalty: 4345.106934
	Iteration 6Q: 3 clusters Score -911189.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -911298.250000 Penalty: 4345.106934
	Iteration 7Q: 3 clusters Score -911298.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -911359.187500 Penalty: 4345.106934
	Iteration 8Q: 3 clusters Score -911359.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -911391.687500 Penalty: 4345.106934
	Iteration 9Q: 3 clusters Score -911391.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -911409.125000 Penalty: 4345.106934
	Iteration 10Q: 3 clusters Score -911409.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -911418.812500 Penalty: 4345.106934
	Iteration 11Q: 3 clusters Score -911418.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -911427.750000 Penalty: 4345.106934
	Iteration 12Q: 3 clusters Score -911427.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -911432.250000 Penalty: 4345.106934
	Iteration 13Q: 3 clusters Score -911432.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -911437.125000 Penalty: 4345.106934
	Iteration 14Q: 3 clusters Score -911437.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -911438.687500 Penalty: 4345.106934
	Iteration 15Q: 3 clusters Score -911438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -911441.687500 Penalty: 4345.106934
	Iteration 16Q: 3 clusters Score -911441.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -911441.312500 Penalty: 4345.106934
	Iteration 17Q: 3 clusters Score -911441.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -911441.312500 Penalty: 4345.106934
	Iteration 18F: 3 clusters Score -911441.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Entering Unmasked Estep 
Score: -4830294.000000 Penalty: 2576.188477
	Iteration 0F: 2 clusters Score -4830294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4807989.000000 Penalty: 5152.376953
	Iteration 0F: 3 clusters Score -4807989 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -4816004.500000 Penalty: 5152.376953
	Iteration 1F: 3 clusters Score -4816004 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4816488.500000 Penalty: 5152.376953
	Iteration 2Q: 3 clusters Score -4816488 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4816973.500000 Penalty: 5152.376953
	Iteration 3Q: 3 clusters Score -4816974 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -4817359.500000 Penalty: 5152.376953
	Iteration 4Q: 3 clusters Score -4817360 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4817926.500000 Penalty: 5152.376953
	Iteration 5Q: 3 clusters Score -4817926 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -4818672.500000 Penalty: 5152.376953
	Iteration 6Q: 3 clusters Score -4818672 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -4819799.000000 Penalty: 5152.376953
	Iteration 7F: 3 clusters Score -4819799 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4821360.500000 Penalty: 5152.376953
	Iteration 8F: 3 clusters Score -4821360 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4823274.500000 Penalty: 5152.376953
	Iteration 9F: 3 clusters Score -4823274 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -4825126.500000 Penalty: 5152.376953
	Iteration 10F: 3 clusters Score -4825126 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4826380.500000 Penalty: 5152.376953
	Iteration 11Q: 3 clusters Score -4826380 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4827175.000000 Penalty: 5152.376953
	Iteration 12Q: 3 clusters Score -4827175 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4827580.500000 Penalty: 5152.376953
	Iteration 13Q: 3 clusters Score -4827580 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4827772.000000 Penalty: 5152.376953
	Iteration 14Q: 3 clusters Score -4827772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4827874.500000 Penalty: 5152.376953
	Iteration 15Q: 3 clusters Score -4827874 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4827923.000000 Penalty: 5152.376953
	Iteration 16Q: 3 clusters Score -4827923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4827960.000000 Penalty: 5152.376953
	Iteration 17Q: 3 clusters Score -4827960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4827987.000000 Penalty: 5152.376953
	Iteration 18Q: 3 clusters Score -4827987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4828010.500000 Penalty: 5152.376953
	Iteration 19Q: 3 clusters Score -4828010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4828019.500000 Penalty: 5152.376953
	Iteration 20F: 3 clusters Score -4828020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4828026.500000 Penalty: 5152.376953
	Iteration 21Q: 3 clusters Score -4828026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4828027.500000 Penalty: 5152.376953
	Iteration 22Q: 3 clusters Score -4828028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4828031.500000 Penalty: 5152.376953
	Iteration 23Q: 3 clusters Score -4828032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4828033.000000 Penalty: 5152.376953
	Iteration 24Q: 3 clusters Score -4828033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4828032.500000 Penalty: 5152.376953
	Iteration 25Q: 3 clusters Score -4828032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4828035.000000 Penalty: 5152.376953
	Iteration 26Q: 3 clusters Score -4828035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4828038.000000 Penalty: 5152.376953
	Iteration 27Q: 3 clusters Score -4828038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4828037.000000 Penalty: 5152.376953
	Iteration 28Q: 3 clusters Score -4828037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4828042.000000 Penalty: 5152.376953
	Iteration 29Q: 3 clusters Score -4828042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4828045.500000 Penalty: 5152.376953
	Iteration 30Q: 3 clusters Score -4828046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4828048.000000 Penalty: 5152.376953
	Iteration 31Q: 3 clusters Score -4828048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4828044.500000 Penalty: 5152.376953
	Iteration 32Q: 3 clusters Score -4828044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4828044.500000 Penalty: 5152.376953
	Iteration 33F: 3 clusters Score -4828044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Entering Unmasked Estep 
Score: -1572242.250000 Penalty: 2303.273682
	Iteration 0F: 2 clusters Score -1572242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1564093.750000 Penalty: 4606.547363
	Iteration 0F: 3 clusters Score -1564094 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1566553.375000 Penalty: 4606.547363
	Iteration 1F: 3 clusters Score -1566553 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1566992.125000 Penalty: 4606.547363
	Iteration 2F: 3 clusters Score -1566992 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1567462.125000 Penalty: 4606.547363
	Iteration 3F: 3 clusters Score -1567462 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1567942.625000 Penalty: 4606.547363
	Iteration 4F: 3 clusters Score -1567943 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1568376.250000 Penalty: 4606.547363
	Iteration 5F: 3 clusters Score -1568376 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1568755.125000 Penalty: 4606.547363
	Iteration 6F: 3 clusters Score -1568755 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1569078.500000 Penalty: 4606.547363
	Iteration 7Q: 3 clusters Score -1569078 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1569328.625000 Penalty: 4606.547363
	Iteration 8Q: 3 clusters Score -1569329 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1569522.875000 Penalty: 4606.547363
	Iteration 9Q: 3 clusters Score -1569523 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1569673.375000 Penalty: 4606.547363
	Iteration 10Q: 3 clusters Score -1569673 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1569811.250000 Penalty: 4606.547363
	Iteration 11Q: 3 clusters Score -1569811 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1569918.625000 Penalty: 4606.547363
	Iteration 12Q: 3 clusters Score -1569919 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1570025.250000 Penalty: 4606.547363
	Iteration 13Q: 3 clusters Score -1570025 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1570106.750000 Penalty: 4606.547363
	Iteration 14Q: 3 clusters Score -1570107 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1570163.875000 Penalty: 4606.547363
	Iteration 15Q: 3 clusters Score -1570164 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1570213.625000 Penalty: 4606.547363
	Iteration 16Q: 3 clusters Score -1570214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1570253.500000 Penalty: 4606.547363
	Iteration 17Q: 3 clusters Score -1570254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1570287.125000 Penalty: 4606.547363
	Iteration 18Q: 3 clusters Score -1570287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1570317.875000 Penalty: 4606.547363
	Iteration 19Q: 3 clusters Score -1570318 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1570349.125000 Penalty: 4606.547363
	Iteration 20F: 3 clusters Score -1570349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1570379.375000 Penalty: 4606.547363
	Iteration 21Q: 3 clusters Score -1570379 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1570402.750000 Penalty: 4606.547363
	Iteration 22Q: 3 clusters Score -1570403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1570423.250000 Penalty: 4606.547363
	Iteration 23Q: 3 clusters Score -1570423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1570433.250000 Penalty: 4606.547363
	Iteration 24Q: 3 clusters Score -1570433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1570451.125000 Penalty: 4606.547363
	Iteration 25Q: 3 clusters Score -1570451 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1570476.375000 Penalty: 4606.547363
	Iteration 26Q: 3 clusters Score -1570476 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1570502.500000 Penalty: 4606.547363
	Iteration 27Q: 3 clusters Score -1570502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1570539.625000 Penalty: 4606.547363
	Iteration 28Q: 3 clusters Score -1570540 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1570563.750000 Penalty: 4606.547363
	Iteration 29Q: 3 clusters Score -1570564 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1570594.000000 Penalty: 4606.547363
	Iteration 30Q: 3 clusters Score -1570594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1570611.000000 Penalty: 4606.547363
	Iteration 31Q: 3 clusters Score -1570611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1570634.125000 Penalty: 4606.547363
	Iteration 32Q: 3 clusters Score -1570634 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1570655.375000 Penalty: 4606.547363
	Iteration 33Q: 3 clusters Score -1570655 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1570670.625000 Penalty: 4606.547363
	Iteration 34Q: 3 clusters Score -1570671 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1570681.250000 Penalty: 4606.547363
	Iteration 35Q: 3 clusters Score -1570681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1570697.750000 Penalty: 4606.547363
	Iteration 36Q: 3 clusters Score -1570698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1570715.250000 Penalty: 4606.547363
	Iteration 37Q: 3 clusters Score -1570715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1570732.000000 Penalty: 4606.547363
	Iteration 38Q: 3 clusters Score -1570732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1570744.250000 Penalty: 4606.547363
	Iteration 39Q: 3 clusters Score -1570744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1570759.250000 Penalty: 4606.547363
	Iteration 40F: 3 clusters Score -1570759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1570769.625000 Penalty: 4606.547363
	Iteration 41Q: 3 clusters Score -1570770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1570781.000000 Penalty: 4606.547363
	Iteration 42Q: 3 clusters Score -1570781 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1570787.250000 Penalty: 4606.547363
	Iteration 43Q: 3 clusters Score -1570787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1570796.875000 Penalty: 4606.547363
	Iteration 44Q: 3 clusters Score -1570797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1570806.375000 Penalty: 4606.547363
	Iteration 45Q: 3 clusters Score -1570806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1570813.000000 Penalty: 4606.547363
	Iteration 46Q: 3 clusters Score -1570813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1570819.500000 Penalty: 4606.547363
	Iteration 47Q: 3 clusters Score -1570820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1570823.125000 Penalty: 4606.547363
	Iteration 48Q: 3 clusters Score -1570823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1570828.875000 Penalty: 4606.547363
	Iteration 49Q: 3 clusters Score -1570829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1570834.125000 Penalty: 4606.547363
	Iteration 50Q: 3 clusters Score -1570834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1570834.000000 Penalty: 4606.547363
	Iteration 51Q: 3 clusters Score -1570834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1570834.000000 Penalty: 4606.547363
	Iteration 52Q: 3 clusters Score -1570834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1570837.000000 Penalty: 4606.547363
	Iteration 53Q: 3 clusters Score -1570837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1570838.000000 Penalty: 4606.547363
	Iteration 54Q: 3 clusters Score -1570838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1570837.750000 Penalty: 4606.547363
	Iteration 55Q: 3 clusters Score -1570838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1570836.500000 Penalty: 4606.547363
	Iteration 56Q: 3 clusters Score -1570836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1570841.000000 Penalty: 4606.547363
	Iteration 57Q: 3 clusters Score -1570841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1570839.875000 Penalty: 4606.547363
	Iteration 58Q: 3 clusters Score -1570840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1570840.375000 Penalty: 4606.547363
	Iteration 59Q: 3 clusters Score -1570840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1570841.375000 Penalty: 4606.547363
	Iteration 60F: 3 clusters Score -1570841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1570839.125000 Penalty: 4606.547363
	Iteration 61Q: 3 clusters Score -1570839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1570842.625000 Penalty: 4606.547363
	Iteration 62Q: 3 clusters Score -1570843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1570845.875000 Penalty: 4606.547363
	Iteration 63Q: 3 clusters Score -1570846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1570845.000000 Penalty: 4606.547363
	Iteration 64Q: 3 clusters Score -1570845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1570848.250000 Penalty: 4606.547363
	Iteration 65Q: 3 clusters Score -1570848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1570850.625000 Penalty: 4606.547363
	Iteration 66Q: 3 clusters Score -1570851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1570853.000000 Penalty: 4606.547363
	Iteration 67Q: 3 clusters Score -1570853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1570855.000000 Penalty: 4606.547363
	Iteration 68Q: 3 clusters Score -1570855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1570854.625000 Penalty: 4606.547363
	Iteration 69Q: 3 clusters Score -1570855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1570854.000000 Penalty: 4606.547363
	Iteration 70Q: 3 clusters Score -1570854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1570855.875000 Penalty: 4606.547363
	Iteration 71Q: 3 clusters Score -1570856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1570861.500000 Penalty: 4606.547363
	Iteration 72Q: 3 clusters Score -1570862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1570861.625000 Penalty: 4606.547363
	Iteration 73Q: 3 clusters Score -1570862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1570868.250000 Penalty: 4606.547363
	Iteration 74Q: 3 clusters Score -1570868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1570867.500000 Penalty: 4606.547363
	Iteration 75Q: 3 clusters Score -1570868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1570870.750000 Penalty: 4606.547363
	Iteration 76Q: 3 clusters Score -1570871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1570873.500000 Penalty: 4606.547363
	Iteration 77Q: 3 clusters Score -1570874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1570873.625000 Penalty: 4606.547363
	Iteration 78Q: 3 clusters Score -1570874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1570875.750000 Penalty: 4606.547363
	Iteration 79Q: 3 clusters Score -1570876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1570878.000000 Penalty: 4606.547363
	Iteration 80F: 3 clusters Score -1570878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1570879.000000 Penalty: 4606.547363
	Iteration 81Q: 3 clusters Score -1570879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1570877.375000 Penalty: 4606.547363
	Iteration 82Q: 3 clusters Score -1570877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1570877.625000 Penalty: 4606.547363
	Iteration 83Q: 3 clusters Score -1570878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1570878.000000 Penalty: 4606.547363
	Iteration 84Q: 3 clusters Score -1570878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1570880.625000 Penalty: 4606.547363
	Iteration 85Q: 3 clusters Score -1570881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1570881.375000 Penalty: 4606.547363
	Iteration 86Q: 3 clusters Score -1570881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1570883.125000 Penalty: 4606.547363
	Iteration 87Q: 3 clusters Score -1570883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1570886.500000 Penalty: 4606.547363
	Iteration 88Q: 3 clusters Score -1570886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1570884.250000 Penalty: 4606.547363
	Iteration 89Q: 3 clusters Score -1570884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1570885.500000 Penalty: 4606.547363
	Iteration 90Q: 3 clusters Score -1570886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1570885.625000 Penalty: 4606.547363
	Iteration 91Q: 3 clusters Score -1570886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1570889.250000 Penalty: 4606.547363
	Iteration 92Q: 3 clusters Score -1570889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1570885.875000 Penalty: 4606.547363
	Iteration 93Q: 3 clusters Score -1570886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1570886.375000 Penalty: 4606.547363
	Iteration 94Q: 3 clusters Score -1570886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1570886.375000 Penalty: 4606.547363
	Iteration 95F: 3 clusters Score -1570886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (30364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Entering Unmasked Estep 
Score: -4530819.000000 Penalty: 2559.611084
	Iteration 0F: 2 clusters Score -4530819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4509939.500000 Penalty: 5119.222168
	Iteration 0F: 3 clusters Score -4509940 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4517512.500000 Penalty: 5119.222168
	Iteration 1F: 3 clusters Score -4517512 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4518090.500000 Penalty: 5119.222168
	Iteration 2Q: 3 clusters Score -4518090 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4518768.500000 Penalty: 5119.222168
	Iteration 3Q: 3 clusters Score -4518768 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -4519562.000000 Penalty: 5119.222168
	Iteration 4Q: 3 clusters Score -4519562 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4520430.000000 Penalty: 5119.222168
	Iteration 5F: 3 clusters Score -4520430 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4521304.500000 Penalty: 5119.222168
	Iteration 6F: 3 clusters Score -4521304 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4522217.000000 Penalty: 5119.222168
	Iteration 7F: 3 clusters Score -4522217 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4523138.000000 Penalty: 5119.222168
	Iteration 8F: 3 clusters Score -4523138 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4524073.000000 Penalty: 5119.222168
	Iteration 9F: 3 clusters Score -4524073 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -4525012.500000 Penalty: 5119.222168
	Iteration 10Q: 3 clusters Score -4525012 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -4525785.500000 Penalty: 5119.222168
	Iteration 11Q: 3 clusters Score -4525786 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4526243.500000 Penalty: 5119.222168
	Iteration 12Q: 3 clusters Score -4526244 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -4526524.000000 Penalty: 5119.222168
	Iteration 13Q: 3 clusters Score -4526524 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -4526770.500000 Penalty: 5119.222168
	Iteration 14Q: 3 clusters Score -4526770 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4526934.500000 Penalty: 5119.222168
	Iteration 15Q: 3 clusters Score -4526934 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -4527059.500000 Penalty: 5119.222168
	Iteration 16Q: 3 clusters Score -4527060 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4527163.000000 Penalty: 5119.222168
	Iteration 17Q: 3 clusters Score -4527163 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4527278.500000 Penalty: 5119.222168
	Iteration 18Q: 3 clusters Score -4527278 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -4527367.500000 Penalty: 5119.222168
	Iteration 19Q: 3 clusters Score -4527368 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4527436.000000 Penalty: 5119.222168
	Iteration 20F: 3 clusters Score -4527436 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -4527504.000000 Penalty: 5119.222168
	Iteration 21Q: 3 clusters Score -4527504 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -4527565.000000 Penalty: 5119.222168
	Iteration 22Q: 3 clusters Score -4527565 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -4527651.000000 Penalty: 5119.222168
	Iteration 23Q: 3 clusters Score -4527651 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4527709.500000 Penalty: 5119.222168
	Iteration 24Q: 3 clusters Score -4527710 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -4527772.000000 Penalty: 5119.222168
	Iteration 25Q: 3 clusters Score -4527772 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4527848.000000 Penalty: 5119.222168
	Iteration 26Q: 3 clusters Score -4527848 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -4527899.500000 Penalty: 5119.222168
	Iteration 27Q: 3 clusters Score -4527900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4527949.500000 Penalty: 5119.222168
	Iteration 28Q: 3 clusters Score -4527950 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -4527997.500000 Penalty: 5119.222168
	Iteration 29Q: 3 clusters Score -4527998 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -4528028.500000 Penalty: 5119.222168
	Iteration 30Q: 3 clusters Score -4528028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4528098.000000 Penalty: 5119.222168
	Iteration 31Q: 3 clusters Score -4528098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4528120.000000 Penalty: 5119.222168
	Iteration 32Q: 3 clusters Score -4528120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4528187.000000 Penalty: 5119.222168
	Iteration 33Q: 3 clusters Score -4528187 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -4528223.000000 Penalty: 5119.222168
	Iteration 34Q: 3 clusters Score -4528223 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4528283.500000 Penalty: 5119.222168
	Iteration 35Q: 3 clusters Score -4528284 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4528324.500000 Penalty: 5119.222168
	Iteration 36Q: 3 clusters Score -4528324 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4528345.000000 Penalty: 5119.222168
	Iteration 37Q: 3 clusters Score -4528345 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4528367.000000 Penalty: 5119.222168
	Iteration 38Q: 3 clusters Score -4528367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -4528426.500000 Penalty: 5119.222168
	Iteration 39Q: 3 clusters Score -4528426 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -4528486.500000 Penalty: 5119.222168
	Iteration 40F: 3 clusters Score -4528486 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4528545.000000 Penalty: 5119.222168
	Iteration 41Q: 3 clusters Score -4528545 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4528589.500000 Penalty: 5119.222168
	Iteration 42Q: 3 clusters Score -4528590 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -4528632.000000 Penalty: 5119.222168
	Iteration 43Q: 3 clusters Score -4528632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4528665.000000 Penalty: 5119.222168
	Iteration 44Q: 3 clusters Score -4528665 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -4528704.000000 Penalty: 5119.222168
	Iteration 45Q: 3 clusters Score -4528704 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4528720.500000 Penalty: 5119.222168
	Iteration 46Q: 3 clusters Score -4528720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4528762.000000 Penalty: 5119.222168
	Iteration 47Q: 3 clusters Score -4528762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4528780.000000 Penalty: 5119.222168
	Iteration 48Q: 3 clusters Score -4528780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4528794.000000 Penalty: 5119.222168
	Iteration 49Q: 3 clusters Score -4528794 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4528802.000000 Penalty: 5119.222168
	Iteration 50Q: 3 clusters Score -4528802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -4528830.000000 Penalty: 5119.222168
	Iteration 51Q: 3 clusters Score -4528830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4528836.500000 Penalty: 5119.222168
	Iteration 52Q: 3 clusters Score -4528836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4528834.500000 Penalty: 5119.222168
	Iteration 53Q: 3 clusters Score -4528834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -4528854.000000 Penalty: 5119.222168
	Iteration 54Q: 3 clusters Score -4528854 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4528863.000000 Penalty: 5119.222168
	Iteration 55Q: 3 clusters Score -4528863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4528876.500000 Penalty: 5119.222168
	Iteration 56Q: 3 clusters Score -4528876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4528887.500000 Penalty: 5119.222168
	Iteration 57Q: 3 clusters Score -4528888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4528894.500000 Penalty: 5119.222168
	Iteration 58Q: 3 clusters Score -4528894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4528894.000000 Penalty: 5119.222168
	Iteration 59Q: 3 clusters Score -4528894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4528896.500000 Penalty: 5119.222168
	Iteration 60F: 3 clusters Score -4528896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -4528894.500000 Penalty: 5119.222168
	Iteration 61Q: 3 clusters Score -4528894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4528905.000000 Penalty: 5119.222168
	Iteration 62Q: 3 clusters Score -4528905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -4528902.000000 Penalty: 5119.222168
	Iteration 63Q: 3 clusters Score -4528902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -4528903.000000 Penalty: 5119.222168
	Iteration 64Q: 3 clusters Score -4528903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4528909.500000 Penalty: 5119.222168
	Iteration 65Q: 3 clusters Score -4528910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -4528904.500000 Penalty: 5119.222168
	Iteration 66Q: 3 clusters Score -4528904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -4528916.500000 Penalty: 5119.222168
	Iteration 67Q: 3 clusters Score -4528916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4528918.500000 Penalty: 5119.222168
	Iteration 68Q: 3 clusters Score -4528918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4528921.000000 Penalty: 5119.222168
	Iteration 69Q: 3 clusters Score -4528921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4528921.500000 Penalty: 5119.222168
	Iteration 70Q: 3 clusters Score -4528922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4528929.000000 Penalty: 5119.222168
	Iteration 71Q: 3 clusters Score -4528929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -4528938.000000 Penalty: 5119.222168
	Iteration 72Q: 3 clusters Score -4528938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4528936.500000 Penalty: 5119.222168
	Iteration 73Q: 3 clusters Score -4528936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4528942.500000 Penalty: 5119.222168
	Iteration 74Q: 3 clusters Score -4528942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4528951.000000 Penalty: 5119.222168
	Iteration 75Q: 3 clusters Score -4528951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4528947.500000 Penalty: 5119.222168
	Iteration 76Q: 3 clusters Score -4528948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4528950.000000 Penalty: 5119.222168
	Iteration 77Q: 3 clusters Score -4528950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4528955.000000 Penalty: 5119.222168
	Iteration 78Q: 3 clusters Score -4528955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4528954.500000 Penalty: 5119.222168
	Iteration 79Q: 3 clusters Score -4528954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4528951.500000 Penalty: 5119.222168
	Iteration 80F: 3 clusters Score -4528952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4528949.500000 Penalty: 5119.222168
	Iteration 81Q: 3 clusters Score -4528950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4528949.000000 Penalty: 5119.222168
	Iteration 82Q: 3 clusters Score -4528949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -4528952.000000 Penalty: 5119.222168
	Iteration 83Q: 3 clusters Score -4528952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4528958.500000 Penalty: 5119.222168
	Iteration 84Q: 3 clusters Score -4528958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4528963.000000 Penalty: 5119.222168
	Iteration 85Q: 3 clusters Score -4528963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4528966.000000 Penalty: 5119.222168
	Iteration 86Q: 3 clusters Score -4528966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4528960.500000 Penalty: 5119.222168
	Iteration 87Q: 3 clusters Score -4528960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4528970.000000 Penalty: 5119.222168
	Iteration 88Q: 3 clusters Score -4528970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4528973.000000 Penalty: 5119.222168
	Iteration 89Q: 3 clusters Score -4528973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4528986.000000 Penalty: 5119.222168
	Iteration 90Q: 3 clusters Score -4528986 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -4528974.500000 Penalty: 5119.222168
	Iteration 91Q: 3 clusters Score -4528974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4528968.500000 Penalty: 5119.222168
	Iteration 92Q: 3 clusters Score -4528968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4528982.000000 Penalty: 5119.222168
	Iteration 93Q: 3 clusters Score -4528982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4528982.000000 Penalty: 5119.222168
	Iteration 94Q: 3 clusters Score -4528982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4528988.000000 Penalty: 5119.222168
	Iteration 95Q: 3 clusters Score -4528988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4528992.000000 Penalty: 5119.222168
	Iteration 96Q: 3 clusters Score -4528992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4528993.500000 Penalty: 5119.222168
	Iteration 97Q: 3 clusters Score -4528994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -4528999.000000 Penalty: 5119.222168
	Iteration 98Q: 3 clusters Score -4528999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4528994.500000 Penalty: 5119.222168
	Iteration 99Q: 3 clusters Score -4528994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4529007.500000 Penalty: 5119.222168
	Iteration 100F: 3 clusters Score -4529008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4529023.000000 Penalty: 5119.222168
	Iteration 101Q: 3 clusters Score -4529023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4529016.000000 Penalty: 5119.222168
	Iteration 102Q: 3 clusters Score -4529016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4529012.500000 Penalty: 5119.222168
	Iteration 103Q: 3 clusters Score -4529012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4529017.000000 Penalty: 5119.222168
	Iteration 104Q: 3 clusters Score -4529017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4529030.000000 Penalty: 5119.222168
	Iteration 105Q: 3 clusters Score -4529030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4529036.000000 Penalty: 5119.222168
	Iteration 106Q: 3 clusters Score -4529036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -4529033.500000 Penalty: 5119.222168
	Iteration 107Q: 3 clusters Score -4529034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4529040.500000 Penalty: 5119.222168
	Iteration 108Q: 3 clusters Score -4529040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4529047.000000 Penalty: 5119.222168
	Iteration 109Q: 3 clusters Score -4529047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4529043.000000 Penalty: 5119.222168
	Iteration 110Q: 3 clusters Score -4529043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4529046.500000 Penalty: 5119.222168
	Iteration 111Q: 3 clusters Score -4529046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4529048.000000 Penalty: 5119.222168
	Iteration 112Q: 3 clusters Score -4529048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4529043.500000 Penalty: 5119.222168
	Iteration 113Q: 3 clusters Score -4529044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4529044.000000 Penalty: 5119.222168
	Iteration 114Q: 3 clusters Score -4529044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4529040.500000 Penalty: 5119.222168
	Iteration 115Q: 3 clusters Score -4529040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4529042.500000 Penalty: 5119.222168
	Iteration 116Q: 3 clusters Score -4529042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -4529042.000000 Penalty: 5119.222168
	Iteration 117Q: 3 clusters Score -4529042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4529043.500000 Penalty: 5119.222168
	Iteration 118Q: 3 clusters Score -4529044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4529047.000000 Penalty: 5119.222168
	Iteration 119Q: 3 clusters Score -4529047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4529060.000000 Penalty: 5119.222168
	Iteration 120F: 3 clusters Score -4529060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4529068.000000 Penalty: 5119.222168
	Iteration 121Q: 3 clusters Score -4529068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4529080.000000 Penalty: 5119.222168
	Iteration 122Q: 3 clusters Score -4529080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4529068.000000 Penalty: 5119.222168
	Iteration 123Q: 3 clusters Score -4529068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4529074.500000 Penalty: 5119.222168
	Iteration 124Q: 3 clusters Score -4529074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4529065.500000 Penalty: 5119.222168
	Iteration 125Q: 3 clusters Score -4529066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4529067.500000 Penalty: 5119.222168
	Iteration 126Q: 3 clusters Score -4529068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4529066.000000 Penalty: 5119.222168
	Iteration 127Q: 3 clusters Score -4529066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4529068.000000 Penalty: 5119.222168
	Iteration 128Q: 3 clusters Score -4529068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4529064.000000 Penalty: 5119.222168
	Iteration 129Q: 3 clusters Score -4529064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4529061.500000 Penalty: 5119.222168
	Iteration 130Q: 3 clusters Score -4529062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4529056.000000 Penalty: 5119.222168
	Iteration 131Q: 3 clusters Score -4529056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4529060.000000 Penalty: 5119.222168
	Iteration 132Q: 3 clusters Score -4529060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4529060.500000 Penalty: 5119.222168
	Iteration 133Q: 3 clusters Score -4529060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4529063.000000 Penalty: 5119.222168
	Iteration 134Q: 3 clusters Score -4529063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4529061.500000 Penalty: 5119.222168
	Iteration 135Q: 3 clusters Score -4529062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4529059.500000 Penalty: 5119.222168
	Iteration 136Q: 3 clusters Score -4529060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4529061.000000 Penalty: 5119.222168
	Iteration 137Q: 3 clusters Score -4529061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4529061.000000 Penalty: 5119.222168
	Iteration 138F: 3 clusters Score -4529061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Entering Unmasked Estep 
Score: -1119967.875000 Penalty: 2215.385010
	Iteration 0F: 2 clusters Score -1119968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1113810.250000 Penalty: 4430.770020
	Iteration 0F: 3 clusters Score -1113810 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1115505.500000 Penalty: 4430.770020
	Iteration 1F: 3 clusters Score -1115506 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1115777.750000 Penalty: 4430.770020
	Iteration 2F: 3 clusters Score -1115778 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1115966.750000 Penalty: 4430.770020
	Iteration 3F: 3 clusters Score -1115967 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1116123.500000 Penalty: 4430.770020
	Iteration 4Q: 3 clusters Score -1116124 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1116292.750000 Penalty: 4430.770020
	Iteration 5Q: 3 clusters Score -1116293 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1116441.375000 Penalty: 4430.770020
	Iteration 6Q: 3 clusters Score -1116441 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1116559.500000 Penalty: 4430.770020
	Iteration 7Q: 3 clusters Score -1116560 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1116665.500000 Penalty: 4430.770020
	Iteration 8Q: 3 clusters Score -1116666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1116773.875000 Penalty: 4430.770020
	Iteration 9Q: 3 clusters Score -1116774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1116859.375000 Penalty: 4430.770020
	Iteration 10Q: 3 clusters Score -1116859 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1116954.250000 Penalty: 4430.770020
	Iteration 11Q: 3 clusters Score -1116954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1117075.125000 Penalty: 4430.770020
	Iteration 12Q: 3 clusters Score -1117075 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1117204.875000 Penalty: 4430.770020
	Iteration 13Q: 3 clusters Score -1117205 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1117330.000000 Penalty: 4430.770020
	Iteration 14Q: 3 clusters Score -1117330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1117447.375000 Penalty: 4430.770020
	Iteration 15Q: 3 clusters Score -1117447 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1117575.625000 Penalty: 4430.770020
	Iteration 16Q: 3 clusters Score -1117576 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1117692.500000 Penalty: 4430.770020
	Iteration 17Q: 3 clusters Score -1117692 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1117822.375000 Penalty: 4430.770020
	Iteration 18Q: 3 clusters Score -1117822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1117934.250000 Penalty: 4430.770020
	Iteration 19Q: 3 clusters Score -1117934 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1118023.625000 Penalty: 4430.770020
	Iteration 20F: 3 clusters Score -1118024 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1118100.375000 Penalty: 4430.770020
	Iteration 21Q: 3 clusters Score -1118100 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1118177.750000 Penalty: 4430.770020
	Iteration 22Q: 3 clusters Score -1118178 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1118232.875000 Penalty: 4430.770020
	Iteration 23Q: 3 clusters Score -1118233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1118272.625000 Penalty: 4430.770020
	Iteration 24Q: 3 clusters Score -1118273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1118306.000000 Penalty: 4430.770020
	Iteration 25Q: 3 clusters Score -1118306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1118326.625000 Penalty: 4430.770020
	Iteration 26Q: 3 clusters Score -1118327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1118345.750000 Penalty: 4430.770020
	Iteration 27Q: 3 clusters Score -1118346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1118361.500000 Penalty: 4430.770020
	Iteration 28Q: 3 clusters Score -1118362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1118373.250000 Penalty: 4430.770020
	Iteration 29Q: 3 clusters Score -1118373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1118375.375000 Penalty: 4430.770020
	Iteration 30Q: 3 clusters Score -1118375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1118386.750000 Penalty: 4430.770020
	Iteration 31Q: 3 clusters Score -1118387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1118398.000000 Penalty: 4430.770020
	Iteration 32Q: 3 clusters Score -1118398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1118409.625000 Penalty: 4430.770020
	Iteration 33Q: 3 clusters Score -1118410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1118413.375000 Penalty: 4430.770020
	Iteration 34Q: 3 clusters Score -1118413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1118419.500000 Penalty: 4430.770020
	Iteration 35Q: 3 clusters Score -1118420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1118420.375000 Penalty: 4430.770020
	Iteration 36Q: 3 clusters Score -1118420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1118425.875000 Penalty: 4430.770020
	Iteration 37Q: 3 clusters Score -1118426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1118426.750000 Penalty: 4430.770020
	Iteration 38Q: 3 clusters Score -1118427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1118429.750000 Penalty: 4430.770020
	Iteration 39Q: 3 clusters Score -1118430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1118430.625000 Penalty: 4430.770020
	Iteration 40F: 3 clusters Score -1118431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1118430.750000 Penalty: 4430.770020
	Iteration 41Q: 3 clusters Score -1118431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1118431.750000 Penalty: 4430.770020
	Iteration 42Q: 3 clusters Score -1118432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1118429.000000 Penalty: 4430.770020
	Iteration 43Q: 3 clusters Score -1118429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1118429.500000 Penalty: 4430.770020
	Iteration 44Q: 3 clusters Score -1118430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1118432.125000 Penalty: 4430.770020
	Iteration 45Q: 3 clusters Score -1118432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1118432.875000 Penalty: 4430.770020
	Iteration 46Q: 3 clusters Score -1118433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1118433.625000 Penalty: 4430.770020
	Iteration 47Q: 3 clusters Score -1118434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1118436.000000 Penalty: 4430.770020
	Iteration 48Q: 3 clusters Score -1118436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1118435.500000 Penalty: 4430.770020
	Iteration 49Q: 3 clusters Score -1118436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1118438.625000 Penalty: 4430.770020
	Iteration 50Q: 3 clusters Score -1118439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1118443.125000 Penalty: 4430.770020
	Iteration 51Q: 3 clusters Score -1118443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1118443.250000 Penalty: 4430.770020
	Iteration 52Q: 3 clusters Score -1118443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1118444.875000 Penalty: 4430.770020
	Iteration 53Q: 3 clusters Score -1118445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1118444.000000 Penalty: 4430.770020
	Iteration 54Q: 3 clusters Score -1118444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1118444.250000 Penalty: 4430.770020
	Iteration 55Q: 3 clusters Score -1118444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1118446.625000 Penalty: 4430.770020
	Iteration 56Q: 3 clusters Score -1118447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1118446.750000 Penalty: 4430.770020
	Iteration 57Q: 3 clusters Score -1118447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1118446.250000 Penalty: 4430.770020
	Iteration 58Q: 3 clusters Score -1118446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1118447.625000 Penalty: 4430.770020
	Iteration 59Q: 3 clusters Score -1118448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1118448.250000 Penalty: 4430.770020
	Iteration 60F: 3 clusters Score -1118448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1118447.625000 Penalty: 4430.770020
	Iteration 61Q: 3 clusters Score -1118448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1118445.375000 Penalty: 4430.770020
	Iteration 62Q: 3 clusters Score -1118445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1118445.375000 Penalty: 4430.770020
	Iteration 63F: 3 clusters Score -1118445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56897.414062 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56897.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57184.925781 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57184.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57313.863281 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -57313.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57366.871094 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -57366.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57387.460938 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57387.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57411.191406 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57411.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57432.148438 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57432.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57437.050781 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -57437.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57440.269531 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -57440.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -57440.269531 Penalty: 3006.482422
	Iteration 9F: 3 clusters Score -57440.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -2576575.000000 Penalty: 2419.582031
	Iteration 0F: 2 clusters Score -2576575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2564357.500000 Penalty: 4839.164062
	Iteration 0F: 3 clusters Score -2564358 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2568460.750000 Penalty: 4839.164062
	Iteration 1F: 3 clusters Score -2568461 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2568963.250000 Penalty: 4839.164062
	Iteration 2F: 3 clusters Score -2568963 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2569471.500000 Penalty: 4839.164062
	Iteration 3F: 3 clusters Score -2569472 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2570081.500000 Penalty: 4839.164062
	Iteration 4F: 3 clusters Score -2570082 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2570881.000000 Penalty: 4839.164062
	Iteration 5F: 3 clusters Score -2570881 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2571695.500000 Penalty: 4839.164062
	Iteration 6F: 3 clusters Score -2571696 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2572422.500000 Penalty: 4839.164062
	Iteration 7F: 3 clusters Score -2572422 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2573022.750000 Penalty: 4839.164062
	Iteration 8Q: 3 clusters Score -2573023 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2573501.000000 Penalty: 4839.164062
	Iteration 9Q: 3 clusters Score -2573501 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2573912.500000 Penalty: 4839.164062
	Iteration 10Q: 3 clusters Score -2573912 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2574207.500000 Penalty: 4839.164062
	Iteration 11Q: 3 clusters Score -2574208 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2574383.500000 Penalty: 4839.164062
	Iteration 12Q: 3 clusters Score -2574384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2574494.250000 Penalty: 4839.164062
	Iteration 13Q: 3 clusters Score -2574494 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2574586.250000 Penalty: 4839.164062
	Iteration 14Q: 3 clusters Score -2574586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2574652.250000 Penalty: 4839.164062
	Iteration 15Q: 3 clusters Score -2574652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2574713.250000 Penalty: 4839.164062
	Iteration 16Q: 3 clusters Score -2574713 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2574765.000000 Penalty: 4839.164062
	Iteration 17Q: 3 clusters Score -2574765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2574838.250000 Penalty: 4839.164062
	Iteration 18Q: 3 clusters Score -2574838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2574907.000000 Penalty: 4839.164062
	Iteration 19Q: 3 clusters Score -2574907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2574954.500000 Penalty: 4839.164062
	Iteration 20F: 3 clusters Score -2574954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2574970.500000 Penalty: 4839.164062
	Iteration 21Q: 3 clusters Score -2574970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2574980.500000 Penalty: 4839.164062
	Iteration 22Q: 3 clusters Score -2574980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2574987.750000 Penalty: 4839.164062
	Iteration 23Q: 3 clusters Score -2574988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2574991.750000 Penalty: 4839.164062
	Iteration 24Q: 3 clusters Score -2574992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2574998.000000 Penalty: 4839.164062
	Iteration 25Q: 3 clusters Score -2574998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2575001.000000 Penalty: 4839.164062
	Iteration 26Q: 3 clusters Score -2575001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2575001.000000 Penalty: 4839.164062
	Iteration 27F: 3 clusters Score -2575001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -234002.718750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -234002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -231609.375000 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -231609.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -231970.828125 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -231970.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232119.000000 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -232119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232191.625000 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -232191.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232224.640625 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -232224.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232238.015625 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -232238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -232250.734375 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -232250.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -232259.593750 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -232259.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232263.062500 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -232263.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -232263.046875 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -232263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -232263.046875 Penalty: 3670.404785
	Iteration 10F: 3 clusters Score -232263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1663099.625000 Penalty: 2312.513428
	Iteration 0F: 2 clusters Score -1663100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1654676.625000 Penalty: 4625.026855
	Iteration 0F: 3 clusters Score -1654677 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1657657.500000 Penalty: 4625.026855
	Iteration 1F: 3 clusters Score -1657658 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1658561.000000 Penalty: 4625.026855
	Iteration 2F: 3 clusters Score -1658561 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1659542.250000 Penalty: 4625.026855
	Iteration 3F: 3 clusters Score -1659542 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1660369.250000 Penalty: 4625.026855
	Iteration 4F: 3 clusters Score -1660369 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1660925.125000 Penalty: 4625.026855
	Iteration 5F: 3 clusters Score -1660925 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1661207.125000 Penalty: 4625.026855
	Iteration 6Q: 3 clusters Score -1661207 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1661390.250000 Penalty: 4625.026855
	Iteration 7Q: 3 clusters Score -1661390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1661501.750000 Penalty: 4625.026855
	Iteration 8Q: 3 clusters Score -1661502 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1661557.250000 Penalty: 4625.026855
	Iteration 9Q: 3 clusters Score -1661557 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1661602.750000 Penalty: 4625.026855
	Iteration 10Q: 3 clusters Score -1661603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1661632.375000 Penalty: 4625.026855
	Iteration 11Q: 3 clusters Score -1661632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1661650.750000 Penalty: 4625.026855
	Iteration 12Q: 3 clusters Score -1661651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1661662.875000 Penalty: 4625.026855
	Iteration 13Q: 3 clusters Score -1661663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1661677.125000 Penalty: 4625.026855
	Iteration 14Q: 3 clusters Score -1661677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1661684.375000 Penalty: 4625.026855
	Iteration 15Q: 3 clusters Score -1661684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1661698.000000 Penalty: 4625.026855
	Iteration 16Q: 3 clusters Score -1661698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1661707.000000 Penalty: 4625.026855
	Iteration 17Q: 3 clusters Score -1661707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1661718.500000 Penalty: 4625.026855
	Iteration 18Q: 3 clusters Score -1661718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1661728.375000 Penalty: 4625.026855
	Iteration 19Q: 3 clusters Score -1661728 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1661735.250000 Penalty: 4625.026855
	Iteration 20F: 3 clusters Score -1661735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1661754.625000 Penalty: 4625.026855
	Iteration 21Q: 3 clusters Score -1661755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1661761.375000 Penalty: 4625.026855
	Iteration 22Q: 3 clusters Score -1661761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1661768.625000 Penalty: 4625.026855
	Iteration 23Q: 3 clusters Score -1661769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1661773.625000 Penalty: 4625.026855
	Iteration 24Q: 3 clusters Score -1661774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1661782.875000 Penalty: 4625.026855
	Iteration 25Q: 3 clusters Score -1661783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1661786.500000 Penalty: 4625.026855
	Iteration 26Q: 3 clusters Score -1661786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1661797.375000 Penalty: 4625.026855
	Iteration 27Q: 3 clusters Score -1661797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1661811.875000 Penalty: 4625.026855
	Iteration 28Q: 3 clusters Score -1661812 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1661816.875000 Penalty: 4625.026855
	Iteration 29Q: 3 clusters Score -1661817 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1661824.750000 Penalty: 4625.026855
	Iteration 30Q: 3 clusters Score -1661825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1661836.875000 Penalty: 4625.026855
	Iteration 31Q: 3 clusters Score -1661837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1661845.500000 Penalty: 4625.026855
	Iteration 32Q: 3 clusters Score -1661846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1661855.625000 Penalty: 4625.026855
	Iteration 33Q: 3 clusters Score -1661856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1661863.375000 Penalty: 4625.026855
	Iteration 34Q: 3 clusters Score -1661863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1661866.500000 Penalty: 4625.026855
	Iteration 35Q: 3 clusters Score -1661866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1661878.000000 Penalty: 4625.026855
	Iteration 36Q: 3 clusters Score -1661878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1661887.625000 Penalty: 4625.026855
	Iteration 37Q: 3 clusters Score -1661888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1661899.250000 Penalty: 4625.026855
	Iteration 38Q: 3 clusters Score -1661899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1661908.625000 Penalty: 4625.026855
	Iteration 39Q: 3 clusters Score -1661909 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1661925.500000 Penalty: 4625.026855
	Iteration 40F: 3 clusters Score -1661926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1661940.750000 Penalty: 4625.026855
	Iteration 41Q: 3 clusters Score -1661941 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1661963.750000 Penalty: 4625.026855
	Iteration 42Q: 3 clusters Score -1661964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1661996.250000 Penalty: 4625.026855
	Iteration 43Q: 3 clusters Score -1661996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1662036.000000 Penalty: 4625.026855
	Iteration 44Q: 3 clusters Score -1662036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1662087.625000 Penalty: 4625.026855
	Iteration 45Q: 3 clusters Score -1662088 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1662137.375000 Penalty: 4625.026855
	Iteration 46Q: 3 clusters Score -1662137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1662182.375000 Penalty: 4625.026855
	Iteration 47Q: 3 clusters Score -1662182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1662241.875000 Penalty: 4625.026855
	Iteration 48Q: 3 clusters Score -1662242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1662297.750000 Penalty: 4625.026855
	Iteration 49Q: 3 clusters Score -1662298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1662341.625000 Penalty: 4625.026855
	Iteration 50Q: 3 clusters Score -1662342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1662381.000000 Penalty: 4625.026855
	Iteration 51Q: 3 clusters Score -1662381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1662406.875000 Penalty: 4625.026855
	Iteration 52Q: 3 clusters Score -1662407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1662437.875000 Penalty: 4625.026855
	Iteration 53Q: 3 clusters Score -1662438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1662464.750000 Penalty: 4625.026855
	Iteration 54Q: 3 clusters Score -1662465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1662489.875000 Penalty: 4625.026855
	Iteration 55Q: 3 clusters Score -1662490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1662504.750000 Penalty: 4625.026855
	Iteration 56Q: 3 clusters Score -1662505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1662528.500000 Penalty: 4625.026855
	Iteration 57Q: 3 clusters Score -1662528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1662543.125000 Penalty: 4625.026855
	Iteration 58Q: 3 clusters Score -1662543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1662557.250000 Penalty: 4625.026855
	Iteration 59Q: 3 clusters Score -1662557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1662563.500000 Penalty: 4625.026855
	Iteration 60F: 3 clusters Score -1662564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1662569.875000 Penalty: 4625.026855
	Iteration 61Q: 3 clusters Score -1662570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1662578.375000 Penalty: 4625.026855
	Iteration 62Q: 3 clusters Score -1662578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1662580.500000 Penalty: 4625.026855
	Iteration 63Q: 3 clusters Score -1662580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1662583.000000 Penalty: 4625.026855
	Iteration 64Q: 3 clusters Score -1662583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1662583.375000 Penalty: 4625.026855
	Iteration 65Q: 3 clusters Score -1662583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1662583.250000 Penalty: 4625.026855
	Iteration 66Q: 3 clusters Score -1662583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1662583.750000 Penalty: 4625.026855
	Iteration 67Q: 3 clusters Score -1662584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1662587.000000 Penalty: 4625.026855
	Iteration 68Q: 3 clusters Score -1662587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1662587.625000 Penalty: 4625.026855
	Iteration 69Q: 3 clusters Score -1662588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1662583.000000 Penalty: 4625.026855
	Iteration 70Q: 3 clusters Score -1662583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1662587.375000 Penalty: 4625.026855
	Iteration 71Q: 3 clusters Score -1662587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1662587.875000 Penalty: 4625.026855
	Iteration 72Q: 3 clusters Score -1662588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1662588.250000 Penalty: 4625.026855
	Iteration 73Q: 3 clusters Score -1662588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1662590.250000 Penalty: 4625.026855
	Iteration 74Q: 3 clusters Score -1662590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1662591.500000 Penalty: 4625.026855
	Iteration 75Q: 3 clusters Score -1662592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1662591.500000 Penalty: 4625.026855
	Iteration 76F: 3 clusters Score -1662592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -451895.187500 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -451895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -448622.500000 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -448622.5 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -449239.718750 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -449239.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -449417.375000 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -449417.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -449525.750000 Penalty: 3974.946289
	Iteration 3F: 3 clusters Score -449525.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -449596.156250 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -449596.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -449649.375000 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -449649.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -449684.250000 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -449684.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -449709.093750 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -449709.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -449724.218750 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -449724.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -449735.812500 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -449735.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -449743.000000 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -449743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -449755.437500 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -449755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -449766.343750 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -449766.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -449778.625000 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -449778.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -449787.500000 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -449787.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -449793.937500 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -449793.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -449797.031250 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -449797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -449799.625000 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -449799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -449802.906250 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -449802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -449804.406250 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -449804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -449806.906250 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -449806.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -449808.593750 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -449808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -449814.687500 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -449814.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -449815.250000 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -449815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -449815.125000 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -449815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -449817.031250 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -449817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -449817.031250 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -449817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -449817.437500 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -449817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -449817.250000 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -449817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -449817.406250 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -449817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -449817.406250 Penalty: 3974.946289
	Iteration 30F: 3 clusters Score -449817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Entering Unmasked Estep 
Score: -1358840.375000 Penalty: 2260.993164
	Iteration 0F: 2 clusters Score -1358840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1351746.625000 Penalty: 4521.986328
	Iteration 0F: 3 clusters Score -1351747 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1353818.875000 Penalty: 4521.986328
	Iteration 1F: 3 clusters Score -1353819 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1354113.750000 Penalty: 4521.986328
	Iteration 2F: 3 clusters Score -1354114 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1354285.875000 Penalty: 4521.986328
	Iteration 3Q: 3 clusters Score -1354286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1354408.375000 Penalty: 4521.986328
	Iteration 4Q: 3 clusters Score -1354408 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1354504.250000 Penalty: 4521.986328
	Iteration 5Q: 3 clusters Score -1354504 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1354584.250000 Penalty: 4521.986328
	Iteration 6Q: 3 clusters Score -1354584 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1354650.500000 Penalty: 4521.986328
	Iteration 7Q: 3 clusters Score -1354650 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1354718.875000 Penalty: 4521.986328
	Iteration 8Q: 3 clusters Score -1354719 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1354793.125000 Penalty: 4521.986328
	Iteration 9Q: 3 clusters Score -1354793 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1354875.250000 Penalty: 4521.986328
	Iteration 10Q: 3 clusters Score -1354875 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1354972.625000 Penalty: 4521.986328
	Iteration 11Q: 3 clusters Score -1354973 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1355080.250000 Penalty: 4521.986328
	Iteration 12Q: 3 clusters Score -1355080 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1355239.375000 Penalty: 4521.986328
	Iteration 13Q: 3 clusters Score -1355239 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1355412.500000 Penalty: 4521.986328
	Iteration 14Q: 3 clusters Score -1355412 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1355618.250000 Penalty: 4521.986328
	Iteration 15Q: 3 clusters Score -1355618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1355839.000000 Penalty: 4521.986328
	Iteration 16Q: 3 clusters Score -1355839 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1356080.750000 Penalty: 4521.986328
	Iteration 17Q: 3 clusters Score -1356081 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1356286.125000 Penalty: 4521.986328
	Iteration 18Q: 3 clusters Score -1356286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1356463.375000 Penalty: 4521.986328
	Iteration 19Q: 3 clusters Score -1356463 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1356589.250000 Penalty: 4521.986328
	Iteration 20F: 3 clusters Score -1356589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1356670.875000 Penalty: 4521.986328
	Iteration 21Q: 3 clusters Score -1356671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1356737.000000 Penalty: 4521.986328
	Iteration 22Q: 3 clusters Score -1356737 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1356792.125000 Penalty: 4521.986328
	Iteration 23Q: 3 clusters Score -1356792 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1356825.750000 Penalty: 4521.986328
	Iteration 24Q: 3 clusters Score -1356826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1356844.875000 Penalty: 4521.986328
	Iteration 25Q: 3 clusters Score -1356845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1356855.250000 Penalty: 4521.986328
	Iteration 26Q: 3 clusters Score -1356855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1356868.500000 Penalty: 4521.986328
	Iteration 27Q: 3 clusters Score -1356868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1356878.500000 Penalty: 4521.986328
	Iteration 28Q: 3 clusters Score -1356878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1356881.875000 Penalty: 4521.986328
	Iteration 29Q: 3 clusters Score -1356882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1356885.125000 Penalty: 4521.986328
	Iteration 30Q: 3 clusters Score -1356885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1356889.250000 Penalty: 4521.986328
	Iteration 31Q: 3 clusters Score -1356889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1356892.875000 Penalty: 4521.986328
	Iteration 32Q: 3 clusters Score -1356893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1356895.125000 Penalty: 4521.986328
	Iteration 33Q: 3 clusters Score -1356895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1356896.750000 Penalty: 4521.986328
	Iteration 34Q: 3 clusters Score -1356897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1356897.375000 Penalty: 4521.986328
	Iteration 35Q: 3 clusters Score -1356897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1356900.000000 Penalty: 4521.986328
	Iteration 36Q: 3 clusters Score -1356900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1356900.000000 Penalty: 4521.986328
	Iteration 37F: 3 clusters Score -1356900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -248994.062500 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -248994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -246514.328125 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -246514.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -247089.390625 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -247089.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -247324.906250 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -247324.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -247450.750000 Penalty: 3731.914795
	Iteration 3F: 3 clusters Score -247450.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247519.515625 Penalty: 3731.914795
	Iteration 4Q: 3 clusters Score -247519.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -247565.671875 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -247565.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -247615.359375 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -247615.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247641.109375 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -247641.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -247669.578125 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -247669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -247691.343750 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -247691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247704.015625 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -247704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -247713.421875 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -247713.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -247721.171875 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -247721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -247725.625000 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -247725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -247728.000000 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -247728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -247729.843750 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -247729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -247731.046875 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -247731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -247731.046875 Penalty: 3731.914795
	Iteration 17F: 3 clusters Score -247731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Entering Unmasked Estep 
Score: -2865575.750000 Penalty: 2464.020752
	Iteration 0F: 2 clusters Score -2865576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2850917.500000 Penalty: 4928.041504
	Iteration 0F: 3 clusters Score -2850918 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2856180.750000 Penalty: 4928.041504
	Iteration 1F: 3 clusters Score -2856181 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2857118.250000 Penalty: 4928.041504
	Iteration 2F: 3 clusters Score -2857118 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2858141.250000 Penalty: 4928.041504
	Iteration 3F: 3 clusters Score -2858141 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2859300.500000 Penalty: 4928.041504
	Iteration 4F: 3 clusters Score -2859300 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2860517.250000 Penalty: 4928.041504
	Iteration 5F: 3 clusters Score -2860517 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2861533.000000 Penalty: 4928.041504
	Iteration 6F: 3 clusters Score -2861533 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2862306.250000 Penalty: 4928.041504
	Iteration 7F: 3 clusters Score -2862306 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2862810.500000 Penalty: 4928.041504
	Iteration 8Q: 3 clusters Score -2862810 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2863180.750000 Penalty: 4928.041504
	Iteration 9Q: 3 clusters Score -2863181 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2863439.500000 Penalty: 4928.041504
	Iteration 10Q: 3 clusters Score -2863440 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2863627.500000 Penalty: 4928.041504
	Iteration 11Q: 3 clusters Score -2863628 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2863778.250000 Penalty: 4928.041504
	Iteration 12Q: 3 clusters Score -2863778 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2863881.500000 Penalty: 4928.041504
	Iteration 13Q: 3 clusters Score -2863882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2863978.500000 Penalty: 4928.041504
	Iteration 14Q: 3 clusters Score -2863978 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2864038.000000 Penalty: 4928.041504
	Iteration 15Q: 3 clusters Score -2864038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2864081.500000 Penalty: 4928.041504
	Iteration 16Q: 3 clusters Score -2864082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2864131.250000 Penalty: 4928.041504
	Iteration 17Q: 3 clusters Score -2864131 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2864162.500000 Penalty: 4928.041504
	Iteration 18Q: 3 clusters Score -2864162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2864196.500000 Penalty: 4928.041504
	Iteration 19Q: 3 clusters Score -2864196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2864234.750000 Penalty: 4928.041504
	Iteration 20F: 3 clusters Score -2864235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2864258.250000 Penalty: 4928.041504
	Iteration 21Q: 3 clusters Score -2864258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2864279.500000 Penalty: 4928.041504
	Iteration 22Q: 3 clusters Score -2864280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2864292.250000 Penalty: 4928.041504
	Iteration 23Q: 3 clusters Score -2864292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2864313.750000 Penalty: 4928.041504
	Iteration 24Q: 3 clusters Score -2864314 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2864327.000000 Penalty: 4928.041504
	Iteration 25Q: 3 clusters Score -2864327 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2864354.250000 Penalty: 4928.041504
	Iteration 26Q: 3 clusters Score -2864354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2864375.000000 Penalty: 4928.041504
	Iteration 27Q: 3 clusters Score -2864375 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2864404.250000 Penalty: 4928.041504
	Iteration 28Q: 3 clusters Score -2864404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2864417.500000 Penalty: 4928.041504
	Iteration 29Q: 3 clusters Score -2864418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2864431.500000 Penalty: 4928.041504
	Iteration 30Q: 3 clusters Score -2864432 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2864453.750000 Penalty: 4928.041504
	Iteration 31Q: 3 clusters Score -2864454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2864463.250000 Penalty: 4928.041504
	Iteration 32Q: 3 clusters Score -2864463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2864467.250000 Penalty: 4928.041504
	Iteration 33Q: 3 clusters Score -2864467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2864482.750000 Penalty: 4928.041504
	Iteration 34Q: 3 clusters Score -2864483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2864503.000000 Penalty: 4928.041504
	Iteration 35Q: 3 clusters Score -2864503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2864510.750000 Penalty: 4928.041504
	Iteration 36Q: 3 clusters Score -2864511 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2864520.000000 Penalty: 4928.041504
	Iteration 37Q: 3 clusters Score -2864520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2864521.500000 Penalty: 4928.041504
	Iteration 38Q: 3 clusters Score -2864522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2864526.750000 Penalty: 4928.041504
	Iteration 39Q: 3 clusters Score -2864527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2864538.750000 Penalty: 4928.041504
	Iteration 40F: 3 clusters Score -2864539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2864545.500000 Penalty: 4928.041504
	Iteration 41Q: 3 clusters Score -2864546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2864553.250000 Penalty: 4928.041504
	Iteration 42Q: 3 clusters Score -2864553 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2864567.000000 Penalty: 4928.041504
	Iteration 43Q: 3 clusters Score -2864567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2864588.250000 Penalty: 4928.041504
	Iteration 44Q: 3 clusters Score -2864588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2864600.750000 Penalty: 4928.041504
	Iteration 45Q: 3 clusters Score -2864601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2864604.500000 Penalty: 4928.041504
	Iteration 46Q: 3 clusters Score -2864604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2864612.250000 Penalty: 4928.041504
	Iteration 47Q: 3 clusters Score -2864612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2864617.000000 Penalty: 4928.041504
	Iteration 48Q: 3 clusters Score -2864617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2864622.500000 Penalty: 4928.041504
	Iteration 49Q: 3 clusters Score -2864622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2864629.750000 Penalty: 4928.041504
	Iteration 50Q: 3 clusters Score -2864630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2864633.000000 Penalty: 4928.041504
	Iteration 51Q: 3 clusters Score -2864633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2864636.500000 Penalty: 4928.041504
	Iteration 52Q: 3 clusters Score -2864636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2864635.750000 Penalty: 4928.041504
	Iteration 53Q: 3 clusters Score -2864636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2864643.250000 Penalty: 4928.041504
	Iteration 54Q: 3 clusters Score -2864643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2864641.750000 Penalty: 4928.041504
	Iteration 55Q: 3 clusters Score -2864642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2864644.250000 Penalty: 4928.041504
	Iteration 56Q: 3 clusters Score -2864644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2864644.000000 Penalty: 4928.041504
	Iteration 57Q: 3 clusters Score -2864644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2864653.750000 Penalty: 4928.041504
	Iteration 58Q: 3 clusters Score -2864654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2864656.500000 Penalty: 4928.041504
	Iteration 59Q: 3 clusters Score -2864656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2864664.500000 Penalty: 4928.041504
	Iteration 60F: 3 clusters Score -2864664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2864672.250000 Penalty: 4928.041504
	Iteration 61Q: 3 clusters Score -2864672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2864674.250000 Penalty: 4928.041504
	Iteration 62Q: 3 clusters Score -2864674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2864683.000000 Penalty: 4928.041504
	Iteration 63Q: 3 clusters Score -2864683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2864697.000000 Penalty: 4928.041504
	Iteration 64Q: 3 clusters Score -2864697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2864705.000000 Penalty: 4928.041504
	Iteration 65Q: 3 clusters Score -2864705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2864709.750000 Penalty: 4928.041504
	Iteration 66Q: 3 clusters Score -2864710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2864727.750000 Penalty: 4928.041504
	Iteration 67Q: 3 clusters Score -2864728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2864728.000000 Penalty: 4928.041504
	Iteration 68Q: 3 clusters Score -2864728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2864728.000000 Penalty: 4928.041504
	Iteration 69Q: 3 clusters Score -2864728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2864734.250000 Penalty: 4928.041504
	Iteration 70Q: 3 clusters Score -2864734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2864732.250000 Penalty: 4928.041504
	Iteration 71Q: 3 clusters Score -2864732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2864745.750000 Penalty: 4928.041504
	Iteration 72Q: 3 clusters Score -2864746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2864754.000000 Penalty: 4928.041504
	Iteration 73Q: 3 clusters Score -2864754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2864773.750000 Penalty: 4928.041504
	Iteration 74Q: 3 clusters Score -2864774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2864770.000000 Penalty: 4928.041504
	Iteration 75Q: 3 clusters Score -2864770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2864773.750000 Penalty: 4928.041504
	Iteration 76Q: 3 clusters Score -2864774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2864773.250000 Penalty: 4928.041504
	Iteration 77Q: 3 clusters Score -2864773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2864784.250000 Penalty: 4928.041504
	Iteration 78Q: 3 clusters Score -2864784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2864781.750000 Penalty: 4928.041504
	Iteration 79Q: 3 clusters Score -2864782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2864779.750000 Penalty: 4928.041504
	Iteration 80F: 3 clusters Score -2864780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2864780.750000 Penalty: 4928.041504
	Iteration 81Q: 3 clusters Score -2864781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2864778.250000 Penalty: 4928.041504
	Iteration 82Q: 3 clusters Score -2864778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2864777.500000 Penalty: 4928.041504
	Iteration 83Q: 3 clusters Score -2864778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2864784.500000 Penalty: 4928.041504
	Iteration 84Q: 3 clusters Score -2864784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2864784.500000 Penalty: 4928.041504
	Iteration 85Q: 3 clusters Score -2864784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2864790.750000 Penalty: 4928.041504
	Iteration 86Q: 3 clusters Score -2864791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -2864790.750000 Penalty: 4928.041504
	Iteration 87Q: 3 clusters Score -2864791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2864788.500000 Penalty: 4928.041504
	Iteration 88Q: 3 clusters Score -2864788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2864795.250000 Penalty: 4928.041504
	Iteration 89Q: 3 clusters Score -2864795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2864798.250000 Penalty: 4928.041504
	Iteration 90Q: 3 clusters Score -2864798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2864799.500000 Penalty: 4928.041504
	Iteration 91Q: 3 clusters Score -2864800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2864804.250000 Penalty: 4928.041504
	Iteration 92Q: 3 clusters Score -2864804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2864803.250000 Penalty: 4928.041504
	Iteration 93Q: 3 clusters Score -2864803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2864802.000000 Penalty: 4928.041504
	Iteration 94Q: 3 clusters Score -2864802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2864806.000000 Penalty: 4928.041504
	Iteration 95Q: 3 clusters Score -2864806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -2864805.250000 Penalty: 4928.041504
	Iteration 96Q: 3 clusters Score -2864805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2864807.500000 Penalty: 4928.041504
	Iteration 97Q: 3 clusters Score -2864808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2864808.750000 Penalty: 4928.041504
	Iteration 98Q: 3 clusters Score -2864809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2864808.000000 Penalty: 4928.041504
	Iteration 99Q: 3 clusters Score -2864808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2864805.750000 Penalty: 4928.041504
	Iteration 100F: 3 clusters Score -2864806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2864806.750000 Penalty: 4928.041504
	Iteration 101Q: 3 clusters Score -2864807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2864811.250000 Penalty: 4928.041504
	Iteration 102Q: 3 clusters Score -2864811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2864813.250000 Penalty: 4928.041504
	Iteration 103Q: 3 clusters Score -2864813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2864808.250000 Penalty: 4928.041504
	Iteration 104Q: 3 clusters Score -2864808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2864807.750000 Penalty: 4928.041504
	Iteration 105Q: 3 clusters Score -2864808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2864812.750000 Penalty: 4928.041504
	Iteration 106Q: 3 clusters Score -2864813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2864810.750000 Penalty: 4928.041504
	Iteration 107Q: 3 clusters Score -2864811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2864809.000000 Penalty: 4928.041504
	Iteration 108Q: 3 clusters Score -2864809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2864814.250000 Penalty: 4928.041504
	Iteration 109Q: 3 clusters Score -2864814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2864815.250000 Penalty: 4928.041504
	Iteration 110Q: 3 clusters Score -2864815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2864815.750000 Penalty: 4928.041504
	Iteration 111Q: 3 clusters Score -2864816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2864812.500000 Penalty: 4928.041504
	Iteration 112Q: 3 clusters Score -2864812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2864812.500000 Penalty: 4928.041504
	Iteration 113Q: 3 clusters Score -2864812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2864813.750000 Penalty: 4928.041504
	Iteration 114Q: 3 clusters Score -2864814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2864812.500000 Penalty: 4928.041504
	Iteration 115Q: 3 clusters Score -2864812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2864815.250000 Penalty: 4928.041504
	Iteration 116Q: 3 clusters Score -2864815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2864816.750000 Penalty: 4928.041504
	Iteration 117Q: 3 clusters Score -2864817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2864819.750000 Penalty: 4928.041504
	Iteration 118Q: 3 clusters Score -2864820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2864820.500000 Penalty: 4928.041504
	Iteration 119Q: 3 clusters Score -2864820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2864822.000000 Penalty: 4928.041504
	Iteration 120F: 3 clusters Score -2864822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2864820.250000 Penalty: 4928.041504
	Iteration 121Q: 3 clusters Score -2864820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2864824.750000 Penalty: 4928.041504
	Iteration 122Q: 3 clusters Score -2864825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2864823.000000 Penalty: 4928.041504
	Iteration 123Q: 3 clusters Score -2864823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2864822.250000 Penalty: 4928.041504
	Iteration 124Q: 3 clusters Score -2864822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2864818.750000 Penalty: 4928.041504
	Iteration 125Q: 3 clusters Score -2864819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2864822.500000 Penalty: 4928.041504
	Iteration 126Q: 3 clusters Score -2864822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2864821.750000 Penalty: 4928.041504
	Iteration 127Q: 3 clusters Score -2864822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2864823.500000 Penalty: 4928.041504
	Iteration 128Q: 3 clusters Score -2864824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2864822.750000 Penalty: 4928.041504
	Iteration 129Q: 3 clusters Score -2864823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2864827.250000 Penalty: 4928.041504
	Iteration 130Q: 3 clusters Score -2864827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2864830.000000 Penalty: 4928.041504
	Iteration 131Q: 3 clusters Score -2864830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2864830.000000 Penalty: 4928.041504
	Iteration 132F: 3 clusters Score -2864830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78239.367188 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78239.37 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -78641.585938 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78641.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78806.179688 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78806.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -78962.796875 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -78962.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79092.710938 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -79092.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -79180.312500 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -79180.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79237.625000 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -79237.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79292.437500 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -79292.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -79305.062500 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -79305.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79318.187500 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -79318.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -79329.828125 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -79329.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79337.164062 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -79337.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79337.164062 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -79337.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62114 members 
Mstep: Class 5 contains 1593 members 
Mstep: Class 6 contains 11129 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10146 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11425 members 
Mstep: Class 19 contains 3069 members 
Mstep: Class 20 contains 98576 members 
Mstep: Class 21 contains 23234 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80846 members 
Mstep: Class 25 contains 39158 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 58381 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16031 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10801 members 
Mstep: Class 36 contains 30364 members 
Mstep: Class 37 contains 7578 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9108 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060472.000000 Penalty: 155103.640625
Iteration 159Q: 47 clusters Score -1.150605e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62115 members 
Mstep: Class 5 contains 1594 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10157 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 9541 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 11458 members 
Mstep: Class 19 contains 3071 members 
Mstep: Class 20 contains 98565 members 
Mstep: Class 21 contains 23235 members 
Mstep: Class 22 contains 2952 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80841 members 
Mstep: Class 25 contains 39156 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58380 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3054 members 
Mstep: Class 30 contains 16036 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10800 members 
Mstep: Class 36 contains 30329 members 
Mstep: Class 37 contains 7579 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9117 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20650 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060728.000000 Penalty: 155103.640625
Iteration 160F: 47 clusters Score -1.150607e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62120 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10166 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 97941 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30316 members 
Mstep: Class 18 contains 11490 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 98558 members 
Mstep: Class 21 contains 23233 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80834 members 
Mstep: Class 25 contains 39156 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58387 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 3052 members 
Mstep: Class 30 contains 16037 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32461 members 
Mstep: Class 35 contains 10799 members 
Mstep: Class 36 contains 30301 members 
Mstep: Class 37 contains 7580 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9121 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061136.000000 Penalty: 155103.640625
Iteration 161Q: 47 clusters Score -1.150611e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62128 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10177 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6744 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97936 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 9543 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 18 contains 11515 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 98543 members 
Mstep: Class 21 contains 23231 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80831 members 
Mstep: Class 25 contains 39154 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58393 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 16041 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32463 members 
Mstep: Class 35 contains 10799 members 
Mstep: Class 36 contains 30279 members 
Mstep: Class 37 contains 7582 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9128 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20647 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061064.000000 Penalty: 155103.640625
Iteration 162Q: 47 clusters Score -1.150611e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62132 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10187 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6743 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97929 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 9545 members 
Mstep: Class 17 contains 30300 members 
Mstep: Class 18 contains 11537 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 98532 members 
Mstep: Class 21 contains 23230 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80830 members 
Mstep: Class 25 contains 39154 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58405 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3049 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32462 members 
Mstep: Class 35 contains 10799 members 
Mstep: Class 36 contains 30261 members 
Mstep: Class 37 contains 7582 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9134 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060952.000000 Penalty: 155103.640625
Iteration 163Q: 47 clusters Score -1.15061e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62136 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10195 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6749 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97925 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 9550 members 
Mstep: Class 17 contains 30296 members 
Mstep: Class 18 contains 11556 members 
Mstep: Class 19 contains 3076 members 
Mstep: Class 20 contains 98520 members 
Mstep: Class 21 contains 23227 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80825 members 
Mstep: Class 25 contains 39156 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58408 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3046 members 
Mstep: Class 30 contains 16053 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32460 members 
Mstep: Class 35 contains 10796 members 
Mstep: Class 36 contains 30244 members 
Mstep: Class 37 contains 7582 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9139 members 
Mstep: Class 44 contains 1854 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061016.000000 Penalty: 155103.640625
Iteration 164Q: 47 clusters Score -1.15061e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62135 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10208 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97920 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9556 members 
Mstep: Class 17 contains 30290 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 98514 members 
Mstep: Class 21 contains 23226 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11966 members 
Mstep: Class 24 contains 80817 members 
Mstep: Class 25 contains 39160 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 58418 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3045 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32456 members 
Mstep: Class 35 contains 10792 members 
Mstep: Class 36 contains 30224 members 
Mstep: Class 37 contains 7582 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9147 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20642 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060896.000000 Penalty: 155103.640625
Iteration 165Q: 47 clusters Score -1.150609e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8952 members 
Mstep: Class 4 contains 62137 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10213 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97913 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 30283 members 
Mstep: Class 18 contains 11600 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 98507 members 
Mstep: Class 21 contains 23226 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80815 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3537 members 
Mstep: Class 27 contains 58432 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3039 members 
Mstep: Class 30 contains 16063 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32453 members 
Mstep: Class 35 contains 10789 members 
Mstep: Class 36 contains 30200 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9152 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20640 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060840.000000 Penalty: 155103.640625
Iteration 166Q: 47 clusters Score -1.150608e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8951 members 
Mstep: Class 4 contains 62139 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10227 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97911 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 30275 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 98491 members 
Mstep: Class 21 contains 23228 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80812 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 58440 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3035 members 
Mstep: Class 30 contains 16071 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32451 members 
Mstep: Class 35 contains 10784 members 
Mstep: Class 36 contains 30179 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9160 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20638 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060848.000000 Penalty: 155103.640625
Iteration 167Q: 47 clusters Score -1.150608e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8949 members 
Mstep: Class 4 contains 62143 members 
Mstep: Class 5 contains 1597 members 
Mstep: Class 6 contains 11127 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10235 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97907 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 9559 members 
Mstep: Class 17 contains 30261 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 98486 members 
Mstep: Class 21 contains 23227 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80813 members 
Mstep: Class 25 contains 39163 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 58441 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3033 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32451 members 
Mstep: Class 35 contains 10780 members 
Mstep: Class 36 contains 30160 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9166 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20639 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060968.000000 Penalty: 155103.640625
Iteration 168Q: 47 clusters Score -1.15061e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10243 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97904 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9560 members 
Mstep: Class 17 contains 30250 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 98482 members 
Mstep: Class 21 contains 23226 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80813 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3540 members 
Mstep: Class 27 contains 58444 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 16093 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32450 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 30140 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9172 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060904.000000 Penalty: 155103.640625
Iteration 169Q: 47 clusters Score -1.150609e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8945 members 
Mstep: Class 4 contains 62150 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10247 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97901 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 30238 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 98488 members 
Mstep: Class 21 contains 23226 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80811 members 
Mstep: Class 25 contains 39164 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 58447 members 
Mstep: Class 28 contains 233 members 
Mstep: Class 29 contains 3032 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32447 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 30108 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9176 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061000.000000 Penalty: 155103.640625
Iteration 170Q: 47 clusters Score -1.15061e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 62151 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10255 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6751 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97896 members 
Mstep: Class 15 contains 11621 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 30230 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 98489 members 
Mstep: Class 21 contains 23223 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80812 members 
Mstep: Class 25 contains 39167 members 
Mstep: Class 26 contains 3546 members 
Mstep: Class 27 contains 58450 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3031 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32446 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 30081 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9178 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060880.000000 Penalty: 155103.640625
Iteration 171Q: 47 clusters Score -1.150609e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 62153 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97892 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30214 members 
Mstep: Class 18 contains 11742 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 98481 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80812 members 
Mstep: Class 25 contains 39172 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 58457 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 16110 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32446 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 30051 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9178 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060976.000000 Penalty: 155103.640625
Iteration 172Q: 47 clusters Score -1.15061e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8942 members 
Mstep: Class 4 contains 62153 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10272 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97887 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 98477 members 
Mstep: Class 21 contains 23220 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80813 members 
Mstep: Class 25 contains 39174 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 58464 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3028 members 
Mstep: Class 30 contains 16112 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32445 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 30025 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115060952.000000 Penalty: 155103.640625
Iteration 173Q: 47 clusters Score -1.15061e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 62158 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97885 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 98476 members 
Mstep: Class 21 contains 23219 members 
Mstep: Class 22 contains 2949 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80812 members 
Mstep: Class 25 contains 39175 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 58472 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3024 members 
Mstep: Class 30 contains 16121 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32445 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29998 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061104.000000 Penalty: 155103.640625
Iteration 174Q: 47 clusters Score -1.150611e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 62159 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97881 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9573 members 
Mstep: Class 17 contains 30181 members 
Mstep: Class 18 contains 11825 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 98470 members 
Mstep: Class 21 contains 23219 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80806 members 
Mstep: Class 25 contains 39176 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 58488 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 16126 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32443 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29966 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061112.000000 Penalty: 155103.640625
Iteration 175Q: 47 clusters Score -1.150611e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8940 members 
Mstep: Class 4 contains 62165 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97874 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9576 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 11848 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 98463 members 
Mstep: Class 21 contains 23220 members 
Mstep: Class 22 contains 2948 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80802 members 
Mstep: Class 25 contains 39176 members 
Mstep: Class 26 contains 3549 members 
Mstep: Class 27 contains 58499 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3018 members 
Mstep: Class 30 contains 16127 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32442 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29944 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061064.000000 Penalty: 155103.640625
Iteration 176Q: 47 clusters Score -1.150611e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 4 contains 62168 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97874 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 3073 members 
Mstep: Class 20 contains 98462 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80801 members 
Mstep: Class 25 contains 39176 members 
Mstep: Class 26 contains 3552 members 
Mstep: Class 27 contains 58498 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3017 members 
Mstep: Class 30 contains 16130 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32442 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29926 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061064.000000 Penalty: 155103.640625
Iteration 177Q: 47 clusters Score -1.150611e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8938 members 
Mstep: Class 4 contains 62174 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6752 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97868 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9577 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 11875 members 
Mstep: Class 19 contains 3074 members 
Mstep: Class 20 contains 98454 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80800 members 
Mstep: Class 25 contains 39177 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58505 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16135 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32441 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29910 members 
Mstep: Class 37 contains 7583 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061056.000000 Penalty: 155103.640625
Iteration 178Q: 47 clusters Score -1.150611e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62179 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97867 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9575 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 11895 members 
Mstep: Class 19 contains 3075 members 
Mstep: Class 20 contains 98452 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80798 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58509 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16132 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 10774 members 
Mstep: Class 36 contains 29891 members 
Mstep: Class 37 contains 7584 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061144.000000 Penalty: 155103.640625
Iteration 179Q: 47 clusters Score -1.150611e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62181 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11125 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10299 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6754 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97865 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9573 members 
Mstep: Class 17 contains 30157 members 
Mstep: Class 18 contains 11906 members 
Mstep: Class 19 contains 3078 members 
Mstep: Class 20 contains 98447 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80794 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58515 members 
Mstep: Class 28 contains 232 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16136 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 10774 members 
Mstep: Class 36 contains 29873 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061320.000000 Penalty: 155103.640625
Iteration 180F: 47 clusters Score -1.150613e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62184 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11126 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6756 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97862 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30152 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98447 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80791 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58519 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32439 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29854 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061528.000000 Penalty: 155103.640625
Iteration 181Q: 47 clusters Score -1.150615e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11124 members 
Mstep: Class 7 contains 790 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97860 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 18 contains 11938 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98447 members 
Mstep: Class 21 contains 23222 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80788 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58524 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29832 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061536.000000 Penalty: 155103.640625
Iteration 182Q: 47 clusters Score -1.150615e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62182 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10302 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6763 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97858 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9573 members 
Mstep: Class 17 contains 30159 members 
Mstep: Class 18 contains 11960 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98450 members 
Mstep: Class 21 contains 23221 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80784 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58527 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16142 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29806 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061408.000000 Penalty: 155103.640625
Iteration 183Q: 47 clusters Score -1.150614e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62181 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6764 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97855 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30157 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98447 members 
Mstep: Class 21 contains 23220 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80785 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58530 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16145 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32440 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29784 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061408.000000 Penalty: 155103.640625
Iteration 184Q: 47 clusters Score -1.150614e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62182 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6765 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97852 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98446 members 
Mstep: Class 21 contains 23216 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80783 members 
Mstep: Class 25 contains 39178 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58532 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16143 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32438 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29771 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20638 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061320.000000 Penalty: 155103.640625
Iteration 185Q: 47 clusters Score -1.150613e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11120 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6767 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97853 members 
Mstep: Class 15 contains 11620 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30158 members 
Mstep: Class 18 contains 12010 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98440 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80780 members 
Mstep: Class 25 contains 39179 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58534 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16150 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32436 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29755 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17265 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20639 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061480.000000 Penalty: 155103.640625
Iteration 186Q: 47 clusters Score -1.150615e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6770 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97853 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30158 members 
Mstep: Class 18 contains 12026 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98441 members 
Mstep: Class 21 contains 23216 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80775 members 
Mstep: Class 25 contains 39180 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58540 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16156 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32435 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29736 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17264 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20639 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061440.000000 Penalty: 155103.640625
Iteration 187Q: 47 clusters Score -1.150614e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62184 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 9867 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97852 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30161 members 
Mstep: Class 18 contains 12038 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98437 members 
Mstep: Class 21 contains 23216 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80775 members 
Mstep: Class 25 contains 39182 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58541 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16161 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32435 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29723 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20639 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061432.000000 Penalty: 155103.640625
Iteration 188Q: 47 clusters Score -1.150614e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 4 contains 62186 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11118 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97850 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30163 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98438 members 
Mstep: Class 21 contains 23216 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80773 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58547 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16168 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6376 members 
Mstep: Class 34 contains 32434 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 29698 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20638 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061376.000000 Penalty: 155103.640625
Iteration 189Q: 47 clusters Score -1.150614e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97846 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30158 members 
Mstep: Class 18 contains 12067 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98437 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80773 members 
Mstep: Class 25 contains 39184 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58551 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16182 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32434 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 29684 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1843 members 
Mstep: Class 45 contains 20639 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061392.000000 Penalty: 155103.640625
Iteration 190Q: 47 clusters Score -1.150614e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62182 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10316 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6777 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97844 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30151 members 
Mstep: Class 18 contains 12081 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98439 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80772 members 
Mstep: Class 25 contains 39185 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58551 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16192 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32433 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29665 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20641 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061448.000000 Penalty: 155103.640625
Iteration 191Q: 47 clusters Score -1.150614e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 97843 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30149 members 
Mstep: Class 18 contains 12091 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98438 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80772 members 
Mstep: Class 25 contains 39185 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58552 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16203 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32433 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29651 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061600.000000 Penalty: 155103.640625
Iteration 192Q: 47 clusters Score -1.150616e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62183 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97840 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30153 members 
Mstep: Class 18 contains 12109 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98433 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80772 members 
Mstep: Class 25 contains 39186 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58555 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16209 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29629 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061552.000000 Penalty: 155103.640625
Iteration 193Q: 47 clusters Score -1.150616e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62189 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6781 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97839 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30152 members 
Mstep: Class 18 contains 12123 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98427 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80770 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58554 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16227 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6377 members 
Mstep: Class 34 contains 32431 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29606 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061552.000000 Penalty: 155103.640625
Iteration 194Q: 47 clusters Score -1.150616e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97835 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9565 members 
Mstep: Class 17 contains 30154 members 
Mstep: Class 18 contains 12137 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98425 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80767 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58557 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16236 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6378 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29583 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9180 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20645 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061504.000000 Penalty: 155103.640625
Iteration 195Q: 47 clusters Score -1.150615e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62191 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97832 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30155 members 
Mstep: Class 18 contains 12146 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98426 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80759 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58566 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16237 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6379 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29571 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20646 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061440.000000 Penalty: 155103.640625
Iteration 196Q: 47 clusters Score -1.150614e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62191 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97830 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30160 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98425 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80754 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58572 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16237 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32431 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29563 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20646 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061424.000000 Penalty: 155103.640625
Iteration 197Q: 47 clusters Score -1.150614e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62191 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97825 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 12157 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98423 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80752 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58579 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16239 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32431 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29554 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20647 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061536.000000 Penalty: 155103.640625
Iteration 198Q: 47 clusters Score -1.150615e+08 nChanged 46
Entering ConstructFrom: 
Score: -115061536.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Entering Unmasked Estep 
Score: -883047.812500 Penalty: 2184.141602
	Iteration 0F: 2 clusters Score -883047.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -877483.812500 Penalty: 4368.283203
	Iteration 0F: 3 clusters Score -877483.8 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -879281.312500 Penalty: 4368.283203
	Iteration 1F: 3 clusters Score -879281.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -880089.312500 Penalty: 4368.283203
	Iteration 2F: 3 clusters Score -880089.3 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -880929.937500 Penalty: 4368.283203
	Iteration 3F: 3 clusters Score -880929.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -881551.000000 Penalty: 4368.283203
	Iteration 4F: 3 clusters Score -881551 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -881869.937500 Penalty: 4368.283203
	Iteration 5F: 3 clusters Score -881869.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -882027.937500 Penalty: 4368.283203
	Iteration 6Q: 3 clusters Score -882027.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -882143.375000 Penalty: 4368.283203
	Iteration 7Q: 3 clusters Score -882143.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -882226.937500 Penalty: 4368.283203
	Iteration 8Q: 3 clusters Score -882226.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -882301.562500 Penalty: 4368.283203
	Iteration 9Q: 3 clusters Score -882301.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -882380.437500 Penalty: 4368.283203
	Iteration 10Q: 3 clusters Score -882380.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -882468.062500 Penalty: 4368.283203
	Iteration 11Q: 3 clusters Score -882468.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -882560.375000 Penalty: 4368.283203
	Iteration 12Q: 3 clusters Score -882560.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -882647.500000 Penalty: 4368.283203
	Iteration 13Q: 3 clusters Score -882647.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -882714.437500 Penalty: 4368.283203
	Iteration 14Q: 3 clusters Score -882714.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -882777.937500 Penalty: 4368.283203
	Iteration 15Q: 3 clusters Score -882777.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -882830.937500 Penalty: 4368.283203
	Iteration 16Q: 3 clusters Score -882830.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -882873.125000 Penalty: 4368.283203
	Iteration 17Q: 3 clusters Score -882873.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -882915.062500 Penalty: 4368.283203
	Iteration 18Q: 3 clusters Score -882915.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -882950.875000 Penalty: 4368.283203
	Iteration 19Q: 3 clusters Score -882950.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -882997.250000 Penalty: 4368.283203
	Iteration 20F: 3 clusters Score -882997.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -883033.562500 Penalty: 4368.283203
	Iteration 21Q: 3 clusters Score -883033.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -883065.812500 Penalty: 4368.283203
	Iteration 22Q: 3 clusters Score -883065.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -883096.875000 Penalty: 4368.283203
	Iteration 23Q: 3 clusters Score -883096.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -883121.125000 Penalty: 4368.283203
	Iteration 24Q: 3 clusters Score -883121.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -883140.312500 Penalty: 4368.283203
	Iteration 25Q: 3 clusters Score -883140.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -883169.125000 Penalty: 4368.283203
	Iteration 26Q: 3 clusters Score -883169.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -883198.375000 Penalty: 4368.283203
	Iteration 27Q: 3 clusters Score -883198.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -883224.000000 Penalty: 4368.283203
	Iteration 28Q: 3 clusters Score -883224 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -883245.937500 Penalty: 4368.283203
	Iteration 29Q: 3 clusters Score -883245.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -883262.062500 Penalty: 4368.283203
	Iteration 30Q: 3 clusters Score -883262.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -883278.500000 Penalty: 4368.283203
	Iteration 31Q: 3 clusters Score -883278.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -883287.125000 Penalty: 4368.283203
	Iteration 32Q: 3 clusters Score -883287.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -883290.375000 Penalty: 4368.283203
	Iteration 33Q: 3 clusters Score -883290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -883294.937500 Penalty: 4368.283203
	Iteration 34Q: 3 clusters Score -883294.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -883301.812500 Penalty: 4368.283203
	Iteration 35Q: 3 clusters Score -883301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -883311.187500 Penalty: 4368.283203
	Iteration 36Q: 3 clusters Score -883311.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -883317.562500 Penalty: 4368.283203
	Iteration 37Q: 3 clusters Score -883317.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -883319.000000 Penalty: 4368.283203
	Iteration 38Q: 3 clusters Score -883319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -883319.937500 Penalty: 4368.283203
	Iteration 39Q: 3 clusters Score -883319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -883321.625000 Penalty: 4368.283203
	Iteration 40F: 3 clusters Score -883321.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -883324.375000 Penalty: 4368.283203
	Iteration 41Q: 3 clusters Score -883324.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -883324.687500 Penalty: 4368.283203
	Iteration 42Q: 3 clusters Score -883324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -883323.750000 Penalty: 4368.283203
	Iteration 43Q: 3 clusters Score -883323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -883323.750000 Penalty: 4368.283203
	Iteration 44F: 3 clusters Score -883323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3281 members 
Entering Unmasked Estep 
Score: -115060728.000000 Penalty: 158475.468750
Splitting cluster 1 changes total score from -115061536.000000 to -115060728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Entering Unmasked Estep 
Score: -2024827.250000 Penalty: 2362.092529
	Iteration 0F: 2 clusters Score -2024827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2014796.750000 Penalty: 4724.185059
	Iteration 0F: 3 clusters Score -2014797 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2018036.875000 Penalty: 4724.185059
	Iteration 1F: 3 clusters Score -2018037 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2018386.625000 Penalty: 4724.185059
	Iteration 2F: 3 clusters Score -2018387 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2018678.375000 Penalty: 4724.185059
	Iteration 3Q: 3 clusters Score -2018678 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2018928.375000 Penalty: 4724.185059
	Iteration 4Q: 3 clusters Score -2018928 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2019178.500000 Penalty: 4724.185059
	Iteration 5Q: 3 clusters Score -2019178 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2019437.125000 Penalty: 4724.185059
	Iteration 6Q: 3 clusters Score -2019437 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2019725.500000 Penalty: 4724.185059
	Iteration 7Q: 3 clusters Score -2019726 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2020087.375000 Penalty: 4724.185059
	Iteration 8Q: 3 clusters Score -2020087 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2020495.875000 Penalty: 4724.185059
	Iteration 9Q: 3 clusters Score -2020496 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2020886.875000 Penalty: 4724.185059
	Iteration 10Q: 3 clusters Score -2020887 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2021305.500000 Penalty: 4724.185059
	Iteration 11Q: 3 clusters Score -2021306 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2021700.250000 Penalty: 4724.185059
	Iteration 12Q: 3 clusters Score -2021700 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2022028.000000 Penalty: 4724.185059
	Iteration 13Q: 3 clusters Score -2022028 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2022323.625000 Penalty: 4724.185059
	Iteration 14Q: 3 clusters Score -2022324 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2022547.750000 Penalty: 4724.185059
	Iteration 15Q: 3 clusters Score -2022548 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2022682.250000 Penalty: 4724.185059
	Iteration 16Q: 3 clusters Score -2022682 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2022760.500000 Penalty: 4724.185059
	Iteration 17Q: 3 clusters Score -2022760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2022801.625000 Penalty: 4724.185059
	Iteration 18Q: 3 clusters Score -2022802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -2022837.250000 Penalty: 4724.185059
	Iteration 19Q: 3 clusters Score -2022837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2022868.875000 Penalty: 4724.185059
	Iteration 20F: 3 clusters Score -2022869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2022890.000000 Penalty: 4724.185059
	Iteration 21Q: 3 clusters Score -2022890 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2022907.000000 Penalty: 4724.185059
	Iteration 22Q: 3 clusters Score -2022907 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2022925.125000 Penalty: 4724.185059
	Iteration 23Q: 3 clusters Score -2022925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2022925.875000 Penalty: 4724.185059
	Iteration 24Q: 3 clusters Score -2022926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2022936.875000 Penalty: 4724.185059
	Iteration 25Q: 3 clusters Score -2022937 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2022940.125000 Penalty: 4724.185059
	Iteration 26Q: 3 clusters Score -2022940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2022944.250000 Penalty: 4724.185059
	Iteration 27Q: 3 clusters Score -2022944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2022944.250000 Penalty: 4724.185059
	Iteration 28Q: 3 clusters Score -2022944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2022949.000000 Penalty: 4724.185059
	Iteration 29Q: 3 clusters Score -2022949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2022949.250000 Penalty: 4724.185059
	Iteration 30Q: 3 clusters Score -2022949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2022950.875000 Penalty: 4724.185059
	Iteration 31Q: 3 clusters Score -2022951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2022951.750000 Penalty: 4724.185059
	Iteration 32Q: 3 clusters Score -2022952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2022954.500000 Penalty: 4724.185059
	Iteration 33Q: 3 clusters Score -2022954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2022951.125000 Penalty: 4724.185059
	Iteration 34Q: 3 clusters Score -2022951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2022955.625000 Penalty: 4724.185059
	Iteration 35Q: 3 clusters Score -2022956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2022956.625000 Penalty: 4724.185059
	Iteration 36Q: 3 clusters Score -2022957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2022956.500000 Penalty: 4724.185059
	Iteration 37Q: 3 clusters Score -2022956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2022954.750000 Penalty: 4724.185059
	Iteration 38Q: 3 clusters Score -2022955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2022958.125000 Penalty: 4724.185059
	Iteration 39Q: 3 clusters Score -2022958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2022957.875000 Penalty: 4724.185059
	Iteration 40F: 3 clusters Score -2022958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2022956.625000 Penalty: 4724.185059
	Iteration 41Q: 3 clusters Score -2022957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2022961.000000 Penalty: 4724.185059
	Iteration 42Q: 3 clusters Score -2022961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2022960.500000 Penalty: 4724.185059
	Iteration 43Q: 3 clusters Score -2022960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2022960.125000 Penalty: 4724.185059
	Iteration 44Q: 3 clusters Score -2022960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -2022963.750000 Penalty: 4724.185059
	Iteration 45Q: 3 clusters Score -2022964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2022958.250000 Penalty: 4724.185059
	Iteration 46Q: 3 clusters Score -2022958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2022962.375000 Penalty: 4724.185059
	Iteration 47Q: 3 clusters Score -2022962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2022961.375000 Penalty: 4724.185059
	Iteration 48Q: 3 clusters Score -2022961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2022961.875000 Penalty: 4724.185059
	Iteration 49Q: 3 clusters Score -2022962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2022960.625000 Penalty: 4724.185059
	Iteration 50Q: 3 clusters Score -2022961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2022963.000000 Penalty: 4724.185059
	Iteration 51Q: 3 clusters Score -2022963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2022962.750000 Penalty: 4724.185059
	Iteration 52Q: 3 clusters Score -2022963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2022962.750000 Penalty: 4724.185059
	Iteration 53F: 3 clusters Score -2022963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Entering Unmasked Estep 
Score: -1318466.000000 Penalty: 2256.265137
	Iteration 0F: 2 clusters Score -1318466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1311463.625000 Penalty: 4512.530273
	Iteration 0F: 3 clusters Score -1311464 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1313414.500000 Penalty: 4512.530273
	Iteration 1F: 3 clusters Score -1313414 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1313648.625000 Penalty: 4512.530273
	Iteration 2F: 3 clusters Score -1313649 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1313823.375000 Penalty: 4512.530273
	Iteration 3Q: 3 clusters Score -1313823 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1313948.750000 Penalty: 4512.530273
	Iteration 4Q: 3 clusters Score -1313949 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1314057.500000 Penalty: 4512.530273
	Iteration 5Q: 3 clusters Score -1314058 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1314170.125000 Penalty: 4512.530273
	Iteration 6Q: 3 clusters Score -1314170 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1314277.250000 Penalty: 4512.530273
	Iteration 7Q: 3 clusters Score -1314277 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1314385.125000 Penalty: 4512.530273
	Iteration 8Q: 3 clusters Score -1314385 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1314496.000000 Penalty: 4512.530273
	Iteration 9Q: 3 clusters Score -1314496 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1314629.250000 Penalty: 4512.530273
	Iteration 10Q: 3 clusters Score -1314629 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1314773.125000 Penalty: 4512.530273
	Iteration 11Q: 3 clusters Score -1314773 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1314907.000000 Penalty: 4512.530273
	Iteration 12Q: 3 clusters Score -1314907 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1315079.250000 Penalty: 4512.530273
	Iteration 13Q: 3 clusters Score -1315079 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1315273.875000 Penalty: 4512.530273
	Iteration 14Q: 3 clusters Score -1315274 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1315481.375000 Penalty: 4512.530273
	Iteration 15Q: 3 clusters Score -1315481 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1315685.750000 Penalty: 4512.530273
	Iteration 16Q: 3 clusters Score -1315686 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1315876.750000 Penalty: 4512.530273
	Iteration 17Q: 3 clusters Score -1315877 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1316022.750000 Penalty: 4512.530273
	Iteration 18Q: 3 clusters Score -1316023 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1316148.125000 Penalty: 4512.530273
	Iteration 19Q: 3 clusters Score -1316148 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1316257.250000 Penalty: 4512.530273
	Iteration 20F: 3 clusters Score -1316257 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1316365.625000 Penalty: 4512.530273
	Iteration 21Q: 3 clusters Score -1316366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1316447.000000 Penalty: 4512.530273
	Iteration 22Q: 3 clusters Score -1316447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1316497.750000 Penalty: 4512.530273
	Iteration 23Q: 3 clusters Score -1316498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1316528.500000 Penalty: 4512.530273
	Iteration 24Q: 3 clusters Score -1316528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1316563.000000 Penalty: 4512.530273
	Iteration 25Q: 3 clusters Score -1316563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1316583.125000 Penalty: 4512.530273
	Iteration 26Q: 3 clusters Score -1316583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1316601.250000 Penalty: 4512.530273
	Iteration 27Q: 3 clusters Score -1316601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1316621.500000 Penalty: 4512.530273
	Iteration 28Q: 3 clusters Score -1316622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1316632.000000 Penalty: 4512.530273
	Iteration 29Q: 3 clusters Score -1316632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1316635.000000 Penalty: 4512.530273
	Iteration 30Q: 3 clusters Score -1316635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1316637.250000 Penalty: 4512.530273
	Iteration 31Q: 3 clusters Score -1316637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1316641.250000 Penalty: 4512.530273
	Iteration 32Q: 3 clusters Score -1316641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1316642.125000 Penalty: 4512.530273
	Iteration 33Q: 3 clusters Score -1316642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1316644.875000 Penalty: 4512.530273
	Iteration 34Q: 3 clusters Score -1316645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1316644.875000 Penalty: 4512.530273
	Iteration 35F: 3 clusters Score -1316645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62192 members 
Entering Unmasked Estep 
Score: -9326487.000000 Penalty: 2737.419434
	Iteration 0F: 2 clusters Score -9326487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -9284854.000000 Penalty: 5474.838867
	Iteration 0F: 3 clusters Score -9284854 nChanged 29067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -9301547.000000 Penalty: 5474.838867
	Iteration 1F: 3 clusters Score -9301547 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -9302579.000000 Penalty: 5474.838867
	Iteration 2Q: 3 clusters Score -9302579 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -9304032.000000 Penalty: 5474.838867
	Iteration 3Q: 3 clusters Score -9304032 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -9305813.000000 Penalty: 5474.838867
	Iteration 4F: 3 clusters Score -9305813 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -9307873.000000 Penalty: 5474.838867
	Iteration 5F: 3 clusters Score -9307873 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9310308.000000 Penalty: 5474.838867
	Iteration 6F: 3 clusters Score -9310308 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9312916.000000 Penalty: 5474.838867
	Iteration 7F: 3 clusters Score -9312916 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -9315158.000000 Penalty: 5474.838867
	Iteration 8F: 3 clusters Score -9315158 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -9317003.000000 Penalty: 5474.838867
	Iteration 9Q: 3 clusters Score -9317003 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -9318287.000000 Penalty: 5474.838867
	Iteration 10Q: 3 clusters Score -9318287 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -9319147.000000 Penalty: 5474.838867
	Iteration 11Q: 3 clusters Score -9319147 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -9319642.000000 Penalty: 5474.838867
	Iteration 12Q: 3 clusters Score -9319642 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -9319981.000000 Penalty: 5474.838867
	Iteration 13Q: 3 clusters Score -9319981 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -9320283.000000 Penalty: 5474.838867
	Iteration 14Q: 3 clusters Score -9320283 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -9320478.000000 Penalty: 5474.838867
	Iteration 15Q: 3 clusters Score -9320478 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -9320617.000000 Penalty: 5474.838867
	Iteration 16Q: 3 clusters Score -9320617 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -9320761.000000 Penalty: 5474.838867
	Iteration 17Q: 3 clusters Score -9320761 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -9320959.000000 Penalty: 5474.838867
	Iteration 18Q: 3 clusters Score -9320959 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -9321147.000000 Penalty: 5474.838867
	Iteration 19Q: 3 clusters Score -9321147 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -9321338.000000 Penalty: 5474.838867
	Iteration 20F: 3 clusters Score -9321338 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -9321495.000000 Penalty: 5474.838867
	Iteration 21Q: 3 clusters Score -9321495 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -9321650.000000 Penalty: 5474.838867
	Iteration 22Q: 3 clusters Score -9321650 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -9321827.000000 Penalty: 5474.838867
	Iteration 23Q: 3 clusters Score -9321827 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -9321973.000000 Penalty: 5474.838867
	Iteration 24Q: 3 clusters Score -9321973 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -9322147.000000 Penalty: 5474.838867
	Iteration 25Q: 3 clusters Score -9322147 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -9322298.000000 Penalty: 5474.838867
	Iteration 26Q: 3 clusters Score -9322298 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -9322433.000000 Penalty: 5474.838867
	Iteration 27Q: 3 clusters Score -9322433 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -9322555.000000 Penalty: 5474.838867
	Iteration 28Q: 3 clusters Score -9322555 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -9322672.000000 Penalty: 5474.838867
	Iteration 29Q: 3 clusters Score -9322672 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -9322788.000000 Penalty: 5474.838867
	Iteration 30Q: 3 clusters Score -9322788 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -9322871.000000 Penalty: 5474.838867
	Iteration 31Q: 3 clusters Score -9322871 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -9323012.000000 Penalty: 5474.838867
	Iteration 32Q: 3 clusters Score -9323012 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -9323112.000000 Penalty: 5474.838867
	Iteration 33Q: 3 clusters Score -9323112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -9323169.000000 Penalty: 5474.838867
	Iteration 34Q: 3 clusters Score -9323169 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -9323256.000000 Penalty: 5474.838867
	Iteration 35Q: 3 clusters Score -9323256 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -9323276.000000 Penalty: 5474.838867
	Iteration 36Q: 3 clusters Score -9323276 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -9323304.000000 Penalty: 5474.838867
	Iteration 37Q: 3 clusters Score -9323304 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -9323347.000000 Penalty: 5474.838867
	Iteration 38Q: 3 clusters Score -9323347 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -9323394.000000 Penalty: 5474.838867
	Iteration 39Q: 3 clusters Score -9323394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -9323459.000000 Penalty: 5474.838867
	Iteration 40F: 3 clusters Score -9323459 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -9323477.000000 Penalty: 5474.838867
	Iteration 41Q: 3 clusters Score -9323477 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -9323493.000000 Penalty: 5474.838867
	Iteration 42Q: 3 clusters Score -9323493 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -9323506.000000 Penalty: 5474.838867
	Iteration 43Q: 3 clusters Score -9323506 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -9323524.000000 Penalty: 5474.838867
	Iteration 44Q: 3 clusters Score -9323524 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9323524.000000 Penalty: 5474.838867
	Iteration 45Q: 3 clusters Score -9323524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -9323534.000000 Penalty: 5474.838867
	Iteration 46Q: 3 clusters Score -9323534 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -9323574.000000 Penalty: 5474.838867
	Iteration 47Q: 3 clusters Score -9323574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -9323581.000000 Penalty: 5474.838867
	Iteration 48Q: 3 clusters Score -9323581 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -9323618.000000 Penalty: 5474.838867
	Iteration 49Q: 3 clusters Score -9323618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -9323621.000000 Penalty: 5474.838867
	Iteration 50Q: 3 clusters Score -9323621 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -9323654.000000 Penalty: 5474.838867
	Iteration 51Q: 3 clusters Score -9323654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -9323639.000000 Penalty: 5474.838867
	Iteration 52Q: 3 clusters Score -9323639 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -9323663.000000 Penalty: 5474.838867
	Iteration 53Q: 3 clusters Score -9323663 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -9323671.000000 Penalty: 5474.838867
	Iteration 54Q: 3 clusters Score -9323671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -9323668.000000 Penalty: 5474.838867
	Iteration 55Q: 3 clusters Score -9323668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53964 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -9323682.000000 Penalty: 5474.838867
	Iteration 56Q: 3 clusters Score -9323682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -9323687.000000 Penalty: 5474.838867
	Iteration 57Q: 3 clusters Score -9323687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -9323684.000000 Penalty: 5474.838867
	Iteration 58Q: 3 clusters Score -9323684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -9323679.000000 Penalty: 5474.838867
	Iteration 59Q: 3 clusters Score -9323679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -9323701.000000 Penalty: 5474.838867
	Iteration 60F: 3 clusters Score -9323701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -9323698.000000 Penalty: 5474.838867
	Iteration 61Q: 3 clusters Score -9323698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -9323721.000000 Penalty: 5474.838867
	Iteration 62Q: 3 clusters Score -9323721 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -9323763.000000 Penalty: 5474.838867
	Iteration 63Q: 3 clusters Score -9323763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -9323770.000000 Penalty: 5474.838867
	Iteration 64Q: 3 clusters Score -9323770 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -9323780.000000 Penalty: 5474.838867
	Iteration 65Q: 3 clusters Score -9323780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9323777.000000 Penalty: 5474.838867
	Iteration 66Q: 3 clusters Score -9323777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -9323788.000000 Penalty: 5474.838867
	Iteration 67Q: 3 clusters Score -9323788 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54996 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -9323809.000000 Penalty: 5474.838867
	Iteration 68Q: 3 clusters Score -9323809 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -9323851.000000 Penalty: 5474.838867
	Iteration 69Q: 3 clusters Score -9323851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -9323851.000000 Penalty: 5474.838867
	Iteration 70Q: 3 clusters Score -9323851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -9323861.000000 Penalty: 5474.838867
	Iteration 71Q: 3 clusters Score -9323861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -9323860.000000 Penalty: 5474.838867
	Iteration 72Q: 3 clusters Score -9323860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -9323853.000000 Penalty: 5474.838867
	Iteration 73Q: 3 clusters Score -9323853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -9323857.000000 Penalty: 5474.838867
	Iteration 74Q: 3 clusters Score -9323857 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9323869.000000 Penalty: 5474.838867
	Iteration 75Q: 3 clusters Score -9323869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9323893.000000 Penalty: 5474.838867
	Iteration 76Q: 3 clusters Score -9323893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -9323885.000000 Penalty: 5474.838867
	Iteration 77Q: 3 clusters Score -9323885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -9323887.000000 Penalty: 5474.838867
	Iteration 78Q: 3 clusters Score -9323887 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -9323909.000000 Penalty: 5474.838867
	Iteration 79Q: 3 clusters Score -9323909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -9323925.000000 Penalty: 5474.838867
	Iteration 80F: 3 clusters Score -9323925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9323936.000000 Penalty: 5474.838867
	Iteration 81Q: 3 clusters Score -9323936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -9323948.000000 Penalty: 5474.838867
	Iteration 82Q: 3 clusters Score -9323948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -9323931.000000 Penalty: 5474.838867
	Iteration 83Q: 3 clusters Score -9323931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -9323916.000000 Penalty: 5474.838867
	Iteration 84Q: 3 clusters Score -9323916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -9323925.000000 Penalty: 5474.838867
	Iteration 85Q: 3 clusters Score -9323925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -9323926.000000 Penalty: 5474.838867
	Iteration 86Q: 3 clusters Score -9323926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -9323912.000000 Penalty: 5474.838867
	Iteration 87Q: 3 clusters Score -9323912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -9323950.000000 Penalty: 5474.838867
	Iteration 88Q: 3 clusters Score -9323950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -9323942.000000 Penalty: 5474.838867
	Iteration 89Q: 3 clusters Score -9323942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -9323958.000000 Penalty: 5474.838867
	Iteration 90Q: 3 clusters Score -9323958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -9323963.000000 Penalty: 5474.838867
	Iteration 91Q: 3 clusters Score -9323963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56470 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9323966.000000 Penalty: 5474.838867
	Iteration 92Q: 3 clusters Score -9323966 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56530 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -9323970.000000 Penalty: 5474.838867
	Iteration 93Q: 3 clusters Score -9323970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56600 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -9323976.000000 Penalty: 5474.838867
	Iteration 94Q: 3 clusters Score -9323976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9323985.000000 Penalty: 5474.838867
	Iteration 95Q: 3 clusters Score -9323985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -9323997.000000 Penalty: 5474.838867
	Iteration 96Q: 3 clusters Score -9323997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -9324004.000000 Penalty: 5474.838867
	Iteration 97Q: 3 clusters Score -9324004 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -9324008.000000 Penalty: 5474.838867
	Iteration 98Q: 3 clusters Score -9324008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56915 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9324000.000000 Penalty: 5474.838867
	Iteration 99Q: 3 clusters Score -9324000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -9324020.000000 Penalty: 5474.838867
	Iteration 100F: 3 clusters Score -9324020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -9324025.000000 Penalty: 5474.838867
	Iteration 101Q: 3 clusters Score -9324025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9324038.000000 Penalty: 5474.838867
	Iteration 102Q: 3 clusters Score -9324038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57121 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -9324026.000000 Penalty: 5474.838867
	Iteration 103Q: 3 clusters Score -9324026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -9324042.000000 Penalty: 5474.838867
	Iteration 104Q: 3 clusters Score -9324042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -9324026.000000 Penalty: 5474.838867
	Iteration 105Q: 3 clusters Score -9324026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -9324046.000000 Penalty: 5474.838867
	Iteration 106Q: 3 clusters Score -9324046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9324037.000000 Penalty: 5474.838867
	Iteration 107Q: 3 clusters Score -9324037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57314 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -9324029.000000 Penalty: 5474.838867
	Iteration 108Q: 3 clusters Score -9324029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -9324039.000000 Penalty: 5474.838867
	Iteration 109Q: 3 clusters Score -9324039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -9324044.000000 Penalty: 5474.838867
	Iteration 110Q: 3 clusters Score -9324044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -9324050.000000 Penalty: 5474.838867
	Iteration 111Q: 3 clusters Score -9324050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -9324057.000000 Penalty: 5474.838867
	Iteration 112Q: 3 clusters Score -9324057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -9324069.000000 Penalty: 5474.838867
	Iteration 113Q: 3 clusters Score -9324069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9324054.000000 Penalty: 5474.838867
	Iteration 114Q: 3 clusters Score -9324054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -9324071.000000 Penalty: 5474.838867
	Iteration 115Q: 3 clusters Score -9324071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -9324088.000000 Penalty: 5474.838867
	Iteration 116Q: 3 clusters Score -9324088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -9324113.000000 Penalty: 5474.838867
	Iteration 117Q: 3 clusters Score -9324113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -9324113.000000 Penalty: 5474.838867
	Iteration 118Q: 3 clusters Score -9324113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -9324125.000000 Penalty: 5474.838867
	Iteration 119Q: 3 clusters Score -9324125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9324117.000000 Penalty: 5474.838867
	Iteration 120F: 3 clusters Score -9324117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -9324143.000000 Penalty: 5474.838867
	Iteration 121Q: 3 clusters Score -9324143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9324153.000000 Penalty: 5474.838867
	Iteration 122Q: 3 clusters Score -9324153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9324166.000000 Penalty: 5474.838867
	Iteration 123Q: 3 clusters Score -9324166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -9324173.000000 Penalty: 5474.838867
	Iteration 124Q: 3 clusters Score -9324173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58020 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9324182.000000 Penalty: 5474.838867
	Iteration 125Q: 3 clusters Score -9324182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58053 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9324184.000000 Penalty: 5474.838867
	Iteration 126Q: 3 clusters Score -9324184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9324188.000000 Penalty: 5474.838867
	Iteration 127Q: 3 clusters Score -9324188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -9324219.000000 Penalty: 5474.838867
	Iteration 128Q: 3 clusters Score -9324219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9324227.000000 Penalty: 5474.838867
	Iteration 129Q: 3 clusters Score -9324227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9324227.000000 Penalty: 5474.838867
	Iteration 130Q: 3 clusters Score -9324227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -9324222.000000 Penalty: 5474.838867
	Iteration 131Q: 3 clusters Score -9324222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9324221.000000 Penalty: 5474.838867
	Iteration 132Q: 3 clusters Score -9324221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9324230.000000 Penalty: 5474.838867
	Iteration 133Q: 3 clusters Score -9324230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -9324230.000000 Penalty: 5474.838867
	Iteration 134Q: 3 clusters Score -9324230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58429 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -9324227.000000 Penalty: 5474.838867
	Iteration 135Q: 3 clusters Score -9324227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9324227.000000 Penalty: 5474.838867
	Iteration 136Q: 3 clusters Score -9324227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9324218.000000 Penalty: 5474.838867
	Iteration 137Q: 3 clusters Score -9324218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -9324235.000000 Penalty: 5474.838867
	Iteration 138Q: 3 clusters Score -9324235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9324244.000000 Penalty: 5474.838867
	Iteration 139Q: 3 clusters Score -9324244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9324252.000000 Penalty: 5474.838867
	Iteration 140F: 3 clusters Score -9324252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9324272.000000 Penalty: 5474.838867
	Iteration 141Q: 3 clusters Score -9324272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -9324271.000000 Penalty: 5474.838867
	Iteration 142Q: 3 clusters Score -9324271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -9324273.000000 Penalty: 5474.838867
	Iteration 143Q: 3 clusters Score -9324273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9324290.000000 Penalty: 5474.838867
	Iteration 144Q: 3 clusters Score -9324290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -9324298.000000 Penalty: 5474.838867
	Iteration 145Q: 3 clusters Score -9324298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -9324295.000000 Penalty: 5474.838867
	Iteration 146Q: 3 clusters Score -9324295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9324295.000000 Penalty: 5474.838867
	Iteration 147Q: 3 clusters Score -9324295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -9324311.000000 Penalty: 5474.838867
	Iteration 148Q: 3 clusters Score -9324311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -9324319.000000 Penalty: 5474.838867
	Iteration 149Q: 3 clusters Score -9324319 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -9324320.000000 Penalty: 5474.838867
	Iteration 150Q: 3 clusters Score -9324320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9324327.000000 Penalty: 5474.838867
	Iteration 151Q: 3 clusters Score -9324327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -9324324.000000 Penalty: 5474.838867
	Iteration 152Q: 3 clusters Score -9324324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9324340.000000 Penalty: 5474.838867
	Iteration 153Q: 3 clusters Score -9324340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -9324355.000000 Penalty: 5474.838867
	Iteration 154Q: 3 clusters Score -9324355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9324354.000000 Penalty: 5474.838867
	Iteration 155Q: 3 clusters Score -9324354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9324362.000000 Penalty: 5474.838867
	Iteration 156Q: 3 clusters Score -9324362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -9324349.000000 Penalty: 5474.838867
	Iteration 157Q: 3 clusters Score -9324349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59115 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9324360.000000 Penalty: 5474.838867
	Iteration 158Q: 3 clusters Score -9324360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59129 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9324361.000000 Penalty: 5474.838867
	Iteration 159Q: 3 clusters Score -9324361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9324366.000000 Penalty: 5474.838867
	Iteration 160F: 3 clusters Score -9324366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9324362.000000 Penalty: 5474.838867
	Iteration 161Q: 3 clusters Score -9324362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -9324386.000000 Penalty: 5474.838867
	Iteration 162Q: 3 clusters Score -9324386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9324375.000000 Penalty: 5474.838867
	Iteration 163Q: 3 clusters Score -9324375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -9324367.000000 Penalty: 5474.838867
	Iteration 164Q: 3 clusters Score -9324367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9324381.000000 Penalty: 5474.838867
	Iteration 165Q: 3 clusters Score -9324381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9324376.000000 Penalty: 5474.838867
	Iteration 166Q: 3 clusters Score -9324376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -9324373.000000 Penalty: 5474.838867
	Iteration 167Q: 3 clusters Score -9324373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9324369.000000 Penalty: 5474.838867
	Iteration 168Q: 3 clusters Score -9324369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9324360.000000 Penalty: 5474.838867
	Iteration 169Q: 3 clusters Score -9324360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9324357.000000 Penalty: 5474.838867
	Iteration 170Q: 3 clusters Score -9324357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9324356.000000 Penalty: 5474.838867
	Iteration 171Q: 3 clusters Score -9324356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9324359.000000 Penalty: 5474.838867
	Iteration 172Q: 3 clusters Score -9324359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -9324360.000000 Penalty: 5474.838867
	Iteration 173Q: 3 clusters Score -9324360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -9324355.000000 Penalty: 5474.838867
	Iteration 174Q: 3 clusters Score -9324355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -9324364.000000 Penalty: 5474.838867
	Iteration 175Q: 3 clusters Score -9324364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9324375.000000 Penalty: 5474.838867
	Iteration 176Q: 3 clusters Score -9324375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9324365.000000 Penalty: 5474.838867
	Iteration 177Q: 3 clusters Score -9324365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9324372.000000 Penalty: 5474.838867
	Iteration 178Q: 3 clusters Score -9324372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9324371.000000 Penalty: 5474.838867
	Iteration 179Q: 3 clusters Score -9324371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9324382.000000 Penalty: 5474.838867
	Iteration 180F: 3 clusters Score -9324382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -9324388.000000 Penalty: 5474.838867
	Iteration 181Q: 3 clusters Score -9324388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9324393.000000 Penalty: 5474.838867
	Iteration 182Q: 3 clusters Score -9324393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -9324383.000000 Penalty: 5474.838867
	Iteration 183Q: 3 clusters Score -9324383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9324382.000000 Penalty: 5474.838867
	Iteration 184Q: 3 clusters Score -9324382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9324384.000000 Penalty: 5474.838867
	Iteration 185Q: 3 clusters Score -9324384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9324386.000000 Penalty: 5474.838867
	Iteration 186Q: 3 clusters Score -9324386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9324377.000000 Penalty: 5474.838867
	Iteration 187Q: 3 clusters Score -9324377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9324378.000000 Penalty: 5474.838867
	Iteration 188Q: 3 clusters Score -9324378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9324378.000000 Penalty: 5474.838867
	Iteration 189Q: 3 clusters Score -9324378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9324378.000000 Penalty: 5474.838867
	Iteration 190F: 3 clusters Score -9324378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Entering Unmasked Estep 
Score: -209768.625000 Penalty: 1830.148682
	Iteration 0F: 2 clusters Score -209768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -207477.640625 Penalty: 3660.297363
	Iteration 0F: 3 clusters Score -207477.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208139.156250 Penalty: 3660.297363
	Iteration 1F: 3 clusters Score -208139.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -208498.375000 Penalty: 3660.297363
	Iteration 2F: 3 clusters Score -208498.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -208861.343750 Penalty: 3660.297363
	Iteration 3F: 3 clusters Score -208861.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -209118.687500 Penalty: 3660.297363
	Iteration 4F: 3 clusters Score -209118.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209319.703125 Penalty: 3660.297363
	Iteration 5Q: 3 clusters Score -209319.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -209467.234375 Penalty: 3660.297363
	Iteration 6Q: 3 clusters Score -209467.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -209555.015625 Penalty: 3660.297363
	Iteration 7Q: 3 clusters Score -209555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -209602.375000 Penalty: 3660.297363
	Iteration 8Q: 3 clusters Score -209602.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209627.718750 Penalty: 3660.297363
	Iteration 9Q: 3 clusters Score -209627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -209636.531250 Penalty: 3660.297363
	Iteration 10Q: 3 clusters Score -209636.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209643.968750 Penalty: 3660.297363
	Iteration 11Q: 3 clusters Score -209644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -209645.796875 Penalty: 3660.297363
	Iteration 12Q: 3 clusters Score -209645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -209646.234375 Penalty: 3660.297363
	Iteration 13Q: 3 clusters Score -209646.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -209647.796875 Penalty: 3660.297363
	Iteration 14Q: 3 clusters Score -209647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -209647.796875 Penalty: 3660.297363
	Iteration 15F: 3 clusters Score -209647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Entering Unmasked Estep 
Score: -1548478.375000 Penalty: 2310.403076
	Iteration 0F: 2 clusters Score -1548478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1540070.000000 Penalty: 4620.806152
	Iteration 0F: 3 clusters Score -1540070 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1542956.750000 Penalty: 4620.806152
	Iteration 1F: 3 clusters Score -1542957 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1543608.125000 Penalty: 4620.806152
	Iteration 2F: 3 clusters Score -1543608 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1544336.750000 Penalty: 4620.806152
	Iteration 3F: 3 clusters Score -1544337 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1545093.875000 Penalty: 4620.806152
	Iteration 4F: 3 clusters Score -1545094 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1545740.875000 Penalty: 4620.806152
	Iteration 5F: 3 clusters Score -1545741 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1546256.625000 Penalty: 4620.806152
	Iteration 6F: 3 clusters Score -1546257 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1546617.500000 Penalty: 4620.806152
	Iteration 7Q: 3 clusters Score -1546618 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1546898.000000 Penalty: 4620.806152
	Iteration 8Q: 3 clusters Score -1546898 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1547132.250000 Penalty: 4620.806152
	Iteration 9Q: 3 clusters Score -1547132 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1547323.750000 Penalty: 4620.806152
	Iteration 10Q: 3 clusters Score -1547324 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1547470.000000 Penalty: 4620.806152
	Iteration 11Q: 3 clusters Score -1547470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1547533.250000 Penalty: 4620.806152
	Iteration 12Q: 3 clusters Score -1547533 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1547576.750000 Penalty: 4620.806152
	Iteration 13Q: 3 clusters Score -1547577 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1547601.000000 Penalty: 4620.806152
	Iteration 14Q: 3 clusters Score -1547601 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1547625.750000 Penalty: 4620.806152
	Iteration 15Q: 3 clusters Score -1547626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1547629.125000 Penalty: 4620.806152
	Iteration 16Q: 3 clusters Score -1547629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1547641.625000 Penalty: 4620.806152
	Iteration 17Q: 3 clusters Score -1547642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1547643.500000 Penalty: 4620.806152
	Iteration 18Q: 3 clusters Score -1547644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1547643.250000 Penalty: 4620.806152
	Iteration 19Q: 3 clusters Score -1547643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1547646.000000 Penalty: 4620.806152
	Iteration 20F: 3 clusters Score -1547646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1547647.500000 Penalty: 4620.806152
	Iteration 21Q: 3 clusters Score -1547648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1547649.875000 Penalty: 4620.806152
	Iteration 22Q: 3 clusters Score -1547650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1547651.875000 Penalty: 4620.806152
	Iteration 23Q: 3 clusters Score -1547652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1547652.750000 Penalty: 4620.806152
	Iteration 24Q: 3 clusters Score -1547653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1547657.125000 Penalty: 4620.806152
	Iteration 25Q: 3 clusters Score -1547657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1547658.000000 Penalty: 4620.806152
	Iteration 26Q: 3 clusters Score -1547658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1547658.125000 Penalty: 4620.806152
	Iteration 27Q: 3 clusters Score -1547658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1547662.375000 Penalty: 4620.806152
	Iteration 28Q: 3 clusters Score -1547662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1547662.125000 Penalty: 4620.806152
	Iteration 29Q: 3 clusters Score -1547662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1547663.250000 Penalty: 4620.806152
	Iteration 30Q: 3 clusters Score -1547663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1547661.250000 Penalty: 4620.806152
	Iteration 31Q: 3 clusters Score -1547661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1547666.250000 Penalty: 4620.806152
	Iteration 32Q: 3 clusters Score -1547666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1547664.625000 Penalty: 4620.806152
	Iteration 33Q: 3 clusters Score -1547665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1547660.375000 Penalty: 4620.806152
	Iteration 34Q: 3 clusters Score -1547660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1547663.250000 Penalty: 4620.806152
	Iteration 35Q: 3 clusters Score -1547663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1547663.375000 Penalty: 4620.806152
	Iteration 36Q: 3 clusters Score -1547663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1547664.000000 Penalty: 4620.806152
	Iteration 37Q: 3 clusters Score -1547664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1547664.000000 Penalty: 4620.806152
	Iteration 38F: 3 clusters Score -1547664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -91076.125000 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -91076.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89447.031250 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -89447.03 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89888.320312 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -89888.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90082.343750 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -90082.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90188.835938 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -90188.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90280.132812 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -90280.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -90345.226562 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -90345.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90396.523438 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -90396.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90424.554688 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -90424.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90451.117188 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -90451.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90458.148438 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -90458.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90465.250000 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -90465.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90466.406250 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -90466.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90466.406250 Penalty: 3309.955811
	Iteration 12F: 3 clusters Score -90466.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55250.972656 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55250.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53888.191406 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53888.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54044.300781 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54044.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54101.312500 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -54101.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54119.835938 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54119.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54144.269531 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54144.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54144.269531 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -54144.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Entering Unmasked Estep 
Score: -1502551.375000 Penalty: 2291.855713
	Iteration 0F: 2 clusters Score -1502551 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 5076 members 
Entering Unmasked Estep 
Score: -1494656.000000 Penalty: 4583.711426
	Iteration 0F: 3 clusters Score -1494656 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1496955.625000 Penalty: 4583.711426
	Iteration 1F: 3 clusters Score -1496956 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1497325.500000 Penalty: 4583.711426
	Iteration 2F: 3 clusters Score -1497326 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1497703.625000 Penalty: 4583.711426
	Iteration 3F: 3 clusters Score -1497704 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1498132.125000 Penalty: 4583.711426
	Iteration 4F: 3 clusters Score -1498132 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1498603.000000 Penalty: 4583.711426
	Iteration 5F: 3 clusters Score -1498603 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1499204.125000 Penalty: 4583.711426
	Iteration 6F: 3 clusters Score -1499204 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1499767.500000 Penalty: 4583.711426
	Iteration 7F: 3 clusters Score -1499768 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1500267.625000 Penalty: 4583.711426
	Iteration 8F: 3 clusters Score -1500268 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1500619.000000 Penalty: 4583.711426
	Iteration 9Q: 3 clusters Score -1500619 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1500824.375000 Penalty: 4583.711426
	Iteration 10Q: 3 clusters Score -1500824 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1500930.625000 Penalty: 4583.711426
	Iteration 11Q: 3 clusters Score -1500931 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1500986.000000 Penalty: 4583.711426
	Iteration 12Q: 3 clusters Score -1500986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1501040.250000 Penalty: 4583.711426
	Iteration 13Q: 3 clusters Score -1501040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1501088.500000 Penalty: 4583.711426
	Iteration 14Q: 3 clusters Score -1501088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1501150.375000 Penalty: 4583.711426
	Iteration 15Q: 3 clusters Score -1501150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1501201.375000 Penalty: 4583.711426
	Iteration 16Q: 3 clusters Score -1501201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1501257.000000 Penalty: 4583.711426
	Iteration 17Q: 3 clusters Score -1501257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1501319.125000 Penalty: 4583.711426
	Iteration 18Q: 3 clusters Score -1501319 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1501393.500000 Penalty: 4583.711426
	Iteration 19Q: 3 clusters Score -1501394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1501457.750000 Penalty: 4583.711426
	Iteration 20F: 3 clusters Score -1501458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1501535.125000 Penalty: 4583.711426
	Iteration 21Q: 3 clusters Score -1501535 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1501620.750000 Penalty: 4583.711426
	Iteration 22Q: 3 clusters Score -1501621 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1501720.125000 Penalty: 4583.711426
	Iteration 23Q: 3 clusters Score -1501720 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1501854.125000 Penalty: 4583.711426
	Iteration 24Q: 3 clusters Score -1501854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1502001.500000 Penalty: 4583.711426
	Iteration 25Q: 3 clusters Score -1502002 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1502143.000000 Penalty: 4583.711426
	Iteration 26Q: 3 clusters Score -1502143 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1502258.500000 Penalty: 4583.711426
	Iteration 27Q: 3 clusters Score -1502258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1502328.625000 Penalty: 4583.711426
	Iteration 28Q: 3 clusters Score -1502329 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1502384.250000 Penalty: 4583.711426
	Iteration 29Q: 3 clusters Score -1502384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1502414.875000 Penalty: 4583.711426
	Iteration 30Q: 3 clusters Score -1502415 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1502435.375000 Penalty: 4583.711426
	Iteration 31Q: 3 clusters Score -1502435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1502456.500000 Penalty: 4583.711426
	Iteration 32Q: 3 clusters Score -1502456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1502463.125000 Penalty: 4583.711426
	Iteration 33Q: 3 clusters Score -1502463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1502468.500000 Penalty: 4583.711426
	Iteration 34Q: 3 clusters Score -1502468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1502476.125000 Penalty: 4583.711426
	Iteration 35Q: 3 clusters Score -1502476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1502477.750000 Penalty: 4583.711426
	Iteration 36Q: 3 clusters Score -1502478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1502486.000000 Penalty: 4583.711426
	Iteration 37Q: 3 clusters Score -1502486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1502491.750000 Penalty: 4583.711426
	Iteration 38Q: 3 clusters Score -1502492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1502494.250000 Penalty: 4583.711426
	Iteration 39Q: 3 clusters Score -1502494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1502500.750000 Penalty: 4583.711426
	Iteration 40F: 3 clusters Score -1502501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1502505.125000 Penalty: 4583.711426
	Iteration 41Q: 3 clusters Score -1502505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1502505.250000 Penalty: 4583.711426
	Iteration 42Q: 3 clusters Score -1502505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1502507.125000 Penalty: 4583.711426
	Iteration 43Q: 3 clusters Score -1502507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1502507.375000 Penalty: 4583.711426
	Iteration 44Q: 3 clusters Score -1502507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1502511.625000 Penalty: 4583.711426
	Iteration 45Q: 3 clusters Score -1502512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1502512.625000 Penalty: 4583.711426
	Iteration 46Q: 3 clusters Score -1502513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1502516.375000 Penalty: 4583.711426
	Iteration 47Q: 3 clusters Score -1502516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1502518.125000 Penalty: 4583.711426
	Iteration 48Q: 3 clusters Score -1502518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1502518.875000 Penalty: 4583.711426
	Iteration 49Q: 3 clusters Score -1502519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1502520.500000 Penalty: 4583.711426
	Iteration 50Q: 3 clusters Score -1502520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1502521.000000 Penalty: 4583.711426
	Iteration 51Q: 3 clusters Score -1502521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1502520.125000 Penalty: 4583.711426
	Iteration 52Q: 3 clusters Score -1502520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1502520.875000 Penalty: 4583.711426
	Iteration 53Q: 3 clusters Score -1502521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1502519.625000 Penalty: 4583.711426
	Iteration 54Q: 3 clusters Score -1502520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1502520.500000 Penalty: 4583.711426
	Iteration 55Q: 3 clusters Score -1502520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1502521.000000 Penalty: 4583.711426
	Iteration 56Q: 3 clusters Score -1502521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1502523.000000 Penalty: 4583.711426
	Iteration 57Q: 3 clusters Score -1502523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1502523.000000 Penalty: 4583.711426
	Iteration 58F: 3 clusters Score -1502523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122522.453125 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122522.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122917.570312 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122917.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123369.390625 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -123369.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -124181.265625 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -124181.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124495.953125 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -124496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124642.250000 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -124642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -124710.117188 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -124710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -124792.523438 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -124792.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -124819.476562 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124819.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -124830.312500 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -124830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -124842.460938 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -124842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -124856.101562 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -124856.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -124870.875000 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -124870.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -124884.187500 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -124884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -124895.351562 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -124895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -124908.984375 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -124909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -124919.234375 Penalty: 3385.966553
	Iteration 16Q: 3 clusters Score -124919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -124929.765625 Penalty: 3385.966553
	Iteration 17Q: 3 clusters Score -124929.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -124935.585938 Penalty: 3385.966553
	Iteration 18Q: 3 clusters Score -124935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -124942.585938 Penalty: 3385.966553
	Iteration 19Q: 3 clusters Score -124942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -124951.343750 Penalty: 3385.966553
	Iteration 20F: 3 clusters Score -124951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -124962.085938 Penalty: 3385.966553
	Iteration 21Q: 3 clusters Score -124962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -124965.632812 Penalty: 3385.966553
	Iteration 22Q: 3 clusters Score -124965.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -124969.539062 Penalty: 3385.966553
	Iteration 23Q: 3 clusters Score -124969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -124969.539062 Penalty: 3385.966553
	Iteration 24F: 3 clusters Score -124969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 657 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 265 members 
Entering Unmasked Estep 
Score: -115060328.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115061536.000000 to -115060328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Entering Unmasked Estep 
Score: -849453.687500 Penalty: 2187.752930
	Iteration 0F: 2 clusters Score -849453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -843891.500000 Penalty: 4375.505859
	Iteration 0F: 3 clusters Score -843891.5 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -845906.125000 Penalty: 4375.505859
	Iteration 1F: 3 clusters Score -845906.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -846619.625000 Penalty: 4375.505859
	Iteration 2F: 3 clusters Score -846619.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -847191.312500 Penalty: 4375.505859
	Iteration 3F: 3 clusters Score -847191.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -847718.625000 Penalty: 4375.505859
	Iteration 4F: 3 clusters Score -847718.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -848144.687500 Penalty: 4375.505859
	Iteration 5F: 3 clusters Score -848144.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -848407.437500 Penalty: 4375.505859
	Iteration 6F: 3 clusters Score -848407.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -848569.437500 Penalty: 4375.505859
	Iteration 7Q: 3 clusters Score -848569.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -848668.187500 Penalty: 4375.505859
	Iteration 8Q: 3 clusters Score -848668.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -848754.625000 Penalty: 4375.505859
	Iteration 9Q: 3 clusters Score -848754.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -848828.375000 Penalty: 4375.505859
	Iteration 10Q: 3 clusters Score -848828.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -848885.937500 Penalty: 4375.505859
	Iteration 11Q: 3 clusters Score -848885.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -848933.750000 Penalty: 4375.505859
	Iteration 12Q: 3 clusters Score -848933.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -848967.000000 Penalty: 4375.505859
	Iteration 13Q: 3 clusters Score -848967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -848995.250000 Penalty: 4375.505859
	Iteration 14Q: 3 clusters Score -848995.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -849025.187500 Penalty: 4375.505859
	Iteration 15Q: 3 clusters Score -849025.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -849049.812500 Penalty: 4375.505859
	Iteration 16Q: 3 clusters Score -849049.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -849063.812500 Penalty: 4375.505859
	Iteration 17Q: 3 clusters Score -849063.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -849085.437500 Penalty: 4375.505859
	Iteration 18Q: 3 clusters Score -849085.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -849100.562500 Penalty: 4375.505859
	Iteration 19Q: 3 clusters Score -849100.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -849115.000000 Penalty: 4375.505859
	Iteration 20F: 3 clusters Score -849115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -849121.312500 Penalty: 4375.505859
	Iteration 21Q: 3 clusters Score -849121.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -849135.000000 Penalty: 4375.505859
	Iteration 22Q: 3 clusters Score -849135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -849159.000000 Penalty: 4375.505859
	Iteration 23Q: 3 clusters Score -849159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -849181.875000 Penalty: 4375.505859
	Iteration 24Q: 3 clusters Score -849181.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -849209.187500 Penalty: 4375.505859
	Iteration 25Q: 3 clusters Score -849209.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -849236.437500 Penalty: 4375.505859
	Iteration 26Q: 3 clusters Score -849236.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -849272.625000 Penalty: 4375.505859
	Iteration 27Q: 3 clusters Score -849272.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -849308.062500 Penalty: 4375.505859
	Iteration 28Q: 3 clusters Score -849308.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -849345.250000 Penalty: 4375.505859
	Iteration 29Q: 3 clusters Score -849345.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -849367.375000 Penalty: 4375.505859
	Iteration 30Q: 3 clusters Score -849367.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -849382.062500 Penalty: 4375.505859
	Iteration 31Q: 3 clusters Score -849382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -849396.500000 Penalty: 4375.505859
	Iteration 32Q: 3 clusters Score -849396.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -849408.000000 Penalty: 4375.505859
	Iteration 33Q: 3 clusters Score -849408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -849420.937500 Penalty: 4375.505859
	Iteration 34Q: 3 clusters Score -849420.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -849435.687500 Penalty: 4375.505859
	Iteration 35Q: 3 clusters Score -849435.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -849450.375000 Penalty: 4375.505859
	Iteration 36Q: 3 clusters Score -849450.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -849462.437500 Penalty: 4375.505859
	Iteration 37Q: 3 clusters Score -849462.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -849474.000000 Penalty: 4375.505859
	Iteration 38Q: 3 clusters Score -849474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -849490.500000 Penalty: 4375.505859
	Iteration 39Q: 3 clusters Score -849490.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -849510.000000 Penalty: 4375.505859
	Iteration 40F: 3 clusters Score -849510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -849525.125000 Penalty: 4375.505859
	Iteration 41Q: 3 clusters Score -849525.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -849545.062500 Penalty: 4375.505859
	Iteration 42Q: 3 clusters Score -849545.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -849562.250000 Penalty: 4375.505859
	Iteration 43Q: 3 clusters Score -849562.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -849588.375000 Penalty: 4375.505859
	Iteration 44Q: 3 clusters Score -849588.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -849615.250000 Penalty: 4375.505859
	Iteration 45Q: 3 clusters Score -849615.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -849640.500000 Penalty: 4375.505859
	Iteration 46Q: 3 clusters Score -849640.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -849660.062500 Penalty: 4375.505859
	Iteration 47Q: 3 clusters Score -849660.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -849675.687500 Penalty: 4375.505859
	Iteration 48Q: 3 clusters Score -849675.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -849688.000000 Penalty: 4375.505859
	Iteration 49Q: 3 clusters Score -849688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -849695.937500 Penalty: 4375.505859
	Iteration 50Q: 3 clusters Score -849695.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -849702.875000 Penalty: 4375.505859
	Iteration 51Q: 3 clusters Score -849702.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -849709.687500 Penalty: 4375.505859
	Iteration 52Q: 3 clusters Score -849709.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -849719.312500 Penalty: 4375.505859
	Iteration 53Q: 3 clusters Score -849719.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -849729.125000 Penalty: 4375.505859
	Iteration 54Q: 3 clusters Score -849729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -849731.375000 Penalty: 4375.505859
	Iteration 55Q: 3 clusters Score -849731.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -849735.937500 Penalty: 4375.505859
	Iteration 56Q: 3 clusters Score -849735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -849738.250000 Penalty: 4375.505859
	Iteration 57Q: 3 clusters Score -849738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -849742.125000 Penalty: 4375.505859
	Iteration 58Q: 3 clusters Score -849742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -849746.062500 Penalty: 4375.505859
	Iteration 59Q: 3 clusters Score -849746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -849747.875000 Penalty: 4375.505859
	Iteration 60F: 3 clusters Score -849747.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -849748.625000 Penalty: 4375.505859
	Iteration 61Q: 3 clusters Score -849748.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -849753.000000 Penalty: 4375.505859
	Iteration 62Q: 3 clusters Score -849753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -849755.125000 Penalty: 4375.505859
	Iteration 63Q: 3 clusters Score -849755.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -849755.875000 Penalty: 4375.505859
	Iteration 64Q: 3 clusters Score -849755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -849756.812500 Penalty: 4375.505859
	Iteration 65Q: 3 clusters Score -849756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -849756.875000 Penalty: 4375.505859
	Iteration 66Q: 3 clusters Score -849756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -849756.250000 Penalty: 4375.505859
	Iteration 67Q: 3 clusters Score -849756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -849756.250000 Penalty: 4375.505859
	Iteration 68F: 3 clusters Score -849756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2576 members 
Entering Unmasked Estep 
Score: -115060320.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115061536.000000 to -115060320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1471054.750000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1471055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1463470.625000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1463471 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1465620.375000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1465620 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1465950.125000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1465950 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1466189.500000 Penalty: 4561.737793
	Iteration 3F: 3 clusters Score -1466190 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1466365.125000 Penalty: 4561.737793
	Iteration 4Q: 3 clusters Score -1466365 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1466505.125000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -1466505 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1466642.125000 Penalty: 4561.737793
	Iteration 6Q: 3 clusters Score -1466642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1466768.750000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -1466769 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1466893.875000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1466894 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1467023.000000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1467023 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1467168.000000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1467168 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1467315.750000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1467316 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1467471.500000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1467472 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1467639.500000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1467640 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1467825.875000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1467826 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1468013.750000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1468014 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1468179.625000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1468180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1468341.000000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1468341 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1468503.625000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1468504 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1468650.375000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1468650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1468771.375000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1468771 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1468857.000000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1468857 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1468918.000000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1468918 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1468971.875000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1468972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1469015.750000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1469016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1469043.125000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1469043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1469063.000000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1469063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1469075.875000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1469076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1469094.250000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1469094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1469108.375000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1469108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1469119.875000 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1469120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1469137.250000 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1469137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1469159.875000 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1469160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1469173.375000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1469173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1469179.125000 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1469179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1469187.750000 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1469188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1469192.500000 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1469192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1469194.375000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1469194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1469193.875000 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1469194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1469199.250000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1469199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1469200.000000 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1469200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1469202.000000 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1469202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1469204.750000 Penalty: 4561.737793
	Iteration 42Q: 3 clusters Score -1469205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1469208.375000 Penalty: 4561.737793
	Iteration 43Q: 3 clusters Score -1469208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1469214.500000 Penalty: 4561.737793
	Iteration 44Q: 3 clusters Score -1469214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1469220.125000 Penalty: 4561.737793
	Iteration 45Q: 3 clusters Score -1469220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1469222.000000 Penalty: 4561.737793
	Iteration 46Q: 3 clusters Score -1469222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1469225.250000 Penalty: 4561.737793
	Iteration 47Q: 3 clusters Score -1469225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1469227.750000 Penalty: 4561.737793
	Iteration 48Q: 3 clusters Score -1469228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1469230.375000 Penalty: 4561.737793
	Iteration 49Q: 3 clusters Score -1469230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1469231.625000 Penalty: 4561.737793
	Iteration 50Q: 3 clusters Score -1469232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1469232.625000 Penalty: 4561.737793
	Iteration 51Q: 3 clusters Score -1469233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1469232.625000 Penalty: 4561.737793
	Iteration 52F: 3 clusters Score -1469233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Entering Unmasked Estep 
Score: -938274.812500 Penalty: 2177.330078
	Iteration 0F: 2 clusters Score -938274.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -932951.062500 Penalty: 4354.660156
	Iteration 0F: 3 clusters Score -932951.1 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -934742.250000 Penalty: 4354.660156
	Iteration 1F: 3 clusters Score -934742.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -935559.000000 Penalty: 4354.660156
	Iteration 2F: 3 clusters Score -935559 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -936475.812500 Penalty: 4354.660156
	Iteration 3F: 3 clusters Score -936475.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -937109.187500 Penalty: 4354.660156
	Iteration 4F: 3 clusters Score -937109.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -937417.250000 Penalty: 4354.660156
	Iteration 5F: 3 clusters Score -937417.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -937518.812500 Penalty: 4354.660156
	Iteration 6Q: 3 clusters Score -937518.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -937559.062500 Penalty: 4354.660156
	Iteration 7Q: 3 clusters Score -937559.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -937574.187500 Penalty: 4354.660156
	Iteration 8Q: 3 clusters Score -937574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -937582.687500 Penalty: 4354.660156
	Iteration 9Q: 3 clusters Score -937582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -937589.062500 Penalty: 4354.660156
	Iteration 10Q: 3 clusters Score -937589.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -937593.062500 Penalty: 4354.660156
	Iteration 11Q: 3 clusters Score -937593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -937598.250000 Penalty: 4354.660156
	Iteration 12Q: 3 clusters Score -937598.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -937599.687500 Penalty: 4354.660156
	Iteration 13Q: 3 clusters Score -937599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -937600.125000 Penalty: 4354.660156
	Iteration 14Q: 3 clusters Score -937600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -937601.750000 Penalty: 4354.660156
	Iteration 15Q: 3 clusters Score -937601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -937601.562500 Penalty: 4354.660156
	Iteration 16Q: 3 clusters Score -937601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -937602.625000 Penalty: 4354.660156
	Iteration 17Q: 3 clusters Score -937602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -937604.500000 Penalty: 4354.660156
	Iteration 18Q: 3 clusters Score -937604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -937604.500000 Penalty: 4354.660156
	Iteration 19F: 3 clusters Score -937604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97815 members 
Entering Unmasked Estep 
Score: -14690019.000000 Penalty: 2849.726562
	Iteration 0F: 2 clusters Score -1.469002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -14624786.000000 Penalty: 5699.453125
	Iteration 0F: 3 clusters Score -1.462479e+07 nChanged 46408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -14651071.000000 Penalty: 5699.453125
	Iteration 1F: 3 clusters Score -1.465107e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -14651910.000000 Penalty: 5699.453125
	Iteration 2Q: 3 clusters Score -1.465191e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -14652691.000000 Penalty: 5699.453125
	Iteration 3Q: 3 clusters Score -1.465269e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -14653815.000000 Penalty: 5699.453125
	Iteration 4Q: 3 clusters Score -1.465382e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -14655156.000000 Penalty: 5699.453125
	Iteration 5Q: 3 clusters Score -1.465516e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -14656968.000000 Penalty: 5699.453125
	Iteration 6Q: 3 clusters Score -1.465697e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -14659176.000000 Penalty: 5699.453125
	Iteration 7F: 3 clusters Score -1.465918e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -14661659.000000 Penalty: 5699.453125
	Iteration 8F: 3 clusters Score -1.466166e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -14664163.000000 Penalty: 5699.453125
	Iteration 9F: 3 clusters Score -1.466416e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -14666889.000000 Penalty: 5699.453125
	Iteration 10F: 3 clusters Score -1.466689e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -14669519.000000 Penalty: 5699.453125
	Iteration 11Q: 3 clusters Score -1.466952e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -14672923.000000 Penalty: 5699.453125
	Iteration 12Q: 3 clusters Score -1.467292e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -14676523.000000 Penalty: 5699.453125
	Iteration 13Q: 3 clusters Score -1.467652e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -14679954.000000 Penalty: 5699.453125
	Iteration 14Q: 3 clusters Score -1.467995e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -14682973.000000 Penalty: 5699.453125
	Iteration 15Q: 3 clusters Score -1.468297e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -14684928.000000 Penalty: 5699.453125
	Iteration 16Q: 3 clusters Score -1.468493e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14686088.000000 Penalty: 5699.453125
	Iteration 17Q: 3 clusters Score -1.468609e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -14686670.000000 Penalty: 5699.453125
	Iteration 18Q: 3 clusters Score -1.468667e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -14686973.000000 Penalty: 5699.453125
	Iteration 19Q: 3 clusters Score -1.468697e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96826 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -14687163.000000 Penalty: 5699.453125
	Iteration 20F: 3 clusters Score -1.468716e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14687305.000000 Penalty: 5699.453125
	Iteration 21Q: 3 clusters Score -1.46873e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97028 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14687403.000000 Penalty: 5699.453125
	Iteration 22Q: 3 clusters Score -1.46874e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14687440.000000 Penalty: 5699.453125
	Iteration 23Q: 3 clusters Score -1.468744e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97116 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -14687479.000000 Penalty: 5699.453125
	Iteration 24Q: 3 clusters Score -1.468748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97152 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14687497.000000 Penalty: 5699.453125
	Iteration 25Q: 3 clusters Score -1.46875e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14687541.000000 Penalty: 5699.453125
	Iteration 26Q: 3 clusters Score -1.468754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14687551.000000 Penalty: 5699.453125
	Iteration 27Q: 3 clusters Score -1.468755e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14687570.000000 Penalty: 5699.453125
	Iteration 28Q: 3 clusters Score -1.468757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14687584.000000 Penalty: 5699.453125
	Iteration 29Q: 3 clusters Score -1.468758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14687582.000000 Penalty: 5699.453125
	Iteration 30Q: 3 clusters Score -1.468758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14687586.000000 Penalty: 5699.453125
	Iteration 31Q: 3 clusters Score -1.468759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14687585.000000 Penalty: 5699.453125
	Iteration 32Q: 3 clusters Score -1.468758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97258 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14687600.000000 Penalty: 5699.453125
	Iteration 33Q: 3 clusters Score -1.46876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97267 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14687596.000000 Penalty: 5699.453125
	Iteration 34Q: 3 clusters Score -1.46876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -14687594.000000 Penalty: 5699.453125
	Iteration 35Q: 3 clusters Score -1.468759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97270 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14687604.000000 Penalty: 5699.453125
	Iteration 36Q: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14687602.000000 Penalty: 5699.453125
	Iteration 37Q: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14687600.000000 Penalty: 5699.453125
	Iteration 38Q: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14687599.000000 Penalty: 5699.453125
	Iteration 39Q: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97280 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14687605.000000 Penalty: 5699.453125
	Iteration 40F: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14687609.000000 Penalty: 5699.453125
	Iteration 41Q: 3 clusters Score -1.468761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -14687603.000000 Penalty: 5699.453125
	Iteration 42Q: 3 clusters Score -1.46876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14687604.000000 Penalty: 5699.453125
	Iteration 43Q: 3 clusters Score -1.46876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -14687604.000000 Penalty: 5699.453125
	Iteration 44F: 3 clusters Score -1.46876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Entering Unmasked Estep 
Score: -1732885.625000 Penalty: 2321.378418
	Iteration 0F: 2 clusters Score -1732886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1724240.750000 Penalty: 4642.756836
	Iteration 0F: 3 clusters Score -1724241 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1726778.875000 Penalty: 4642.756836
	Iteration 1F: 3 clusters Score -1726779 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1727150.875000 Penalty: 4642.756836
	Iteration 2F: 3 clusters Score -1727151 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1727501.500000 Penalty: 4642.756836
	Iteration 3F: 3 clusters Score -1727502 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1727909.625000 Penalty: 4642.756836
	Iteration 4F: 3 clusters Score -1727910 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1728355.500000 Penalty: 4642.756836
	Iteration 5F: 3 clusters Score -1728356 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1728828.125000 Penalty: 4642.756836
	Iteration 6F: 3 clusters Score -1728828 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1729266.000000 Penalty: 4642.756836
	Iteration 7F: 3 clusters Score -1729266 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1729696.000000 Penalty: 4642.756836
	Iteration 8Q: 3 clusters Score -1729696 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1730162.375000 Penalty: 4642.756836
	Iteration 9F: 3 clusters Score -1730162 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1730627.750000 Penalty: 4642.756836
	Iteration 10Q: 3 clusters Score -1730628 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1731031.125000 Penalty: 4642.756836
	Iteration 11Q: 3 clusters Score -1731031 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1731360.875000 Penalty: 4642.756836
	Iteration 12Q: 3 clusters Score -1731361 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1731546.875000 Penalty: 4642.756836
	Iteration 13Q: 3 clusters Score -1731547 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1731656.875000 Penalty: 4642.756836
	Iteration 14Q: 3 clusters Score -1731657 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1731710.125000 Penalty: 4642.756836
	Iteration 15Q: 3 clusters Score -1731710 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1731728.000000 Penalty: 4642.756836
	Iteration 16Q: 3 clusters Score -1731728 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1731736.750000 Penalty: 4642.756836
	Iteration 17Q: 3 clusters Score -1731737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1731745.000000 Penalty: 4642.756836
	Iteration 18Q: 3 clusters Score -1731745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1731749.875000 Penalty: 4642.756836
	Iteration 19Q: 3 clusters Score -1731750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1731757.000000 Penalty: 4642.756836
	Iteration 20F: 3 clusters Score -1731757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1731761.000000 Penalty: 4642.756836
	Iteration 21Q: 3 clusters Score -1731761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1731769.875000 Penalty: 4642.756836
	Iteration 22Q: 3 clusters Score -1731770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1731767.375000 Penalty: 4642.756836
	Iteration 23Q: 3 clusters Score -1731767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1731769.125000 Penalty: 4642.756836
	Iteration 24Q: 3 clusters Score -1731769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1731772.375000 Penalty: 4642.756836
	Iteration 25Q: 3 clusters Score -1731772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1731772.500000 Penalty: 4642.756836
	Iteration 26Q: 3 clusters Score -1731772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1731776.875000 Penalty: 4642.756836
	Iteration 27Q: 3 clusters Score -1731777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1731778.500000 Penalty: 4642.756836
	Iteration 28Q: 3 clusters Score -1731778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1731776.750000 Penalty: 4642.756836
	Iteration 29Q: 3 clusters Score -1731777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1731775.375000 Penalty: 4642.756836
	Iteration 30Q: 3 clusters Score -1731775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1731781.000000 Penalty: 4642.756836
	Iteration 31Q: 3 clusters Score -1731781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1731785.125000 Penalty: 4642.756836
	Iteration 32Q: 3 clusters Score -1731785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1731784.000000 Penalty: 4642.756836
	Iteration 33Q: 3 clusters Score -1731784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1731781.875000 Penalty: 4642.756836
	Iteration 34Q: 3 clusters Score -1731782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1731786.125000 Penalty: 4642.756836
	Iteration 35Q: 3 clusters Score -1731786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1731790.125000 Penalty: 4642.756836
	Iteration 36Q: 3 clusters Score -1731790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1731793.375000 Penalty: 4642.756836
	Iteration 37Q: 3 clusters Score -1731793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1731794.750000 Penalty: 4642.756836
	Iteration 38Q: 3 clusters Score -1731795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1731792.375000 Penalty: 4642.756836
	Iteration 39Q: 3 clusters Score -1731792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1731794.000000 Penalty: 4642.756836
	Iteration 40F: 3 clusters Score -1731794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1731790.625000 Penalty: 4642.756836
	Iteration 41Q: 3 clusters Score -1731791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1731793.000000 Penalty: 4642.756836
	Iteration 42Q: 3 clusters Score -1731793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1731796.500000 Penalty: 4642.756836
	Iteration 43Q: 3 clusters Score -1731796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1731798.750000 Penalty: 4642.756836
	Iteration 44Q: 3 clusters Score -1731799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1731798.750000 Penalty: 4642.756836
	Iteration 45Q: 3 clusters Score -1731799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1731798.750000 Penalty: 4642.756836
	Iteration 46F: 3 clusters Score -1731799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1431558.500000 Penalty: 2273.186523
	Iteration 0F: 2 clusters Score -1431558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1424262.250000 Penalty: 4546.373047
	Iteration 0F: 3 clusters Score -1424262 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1426318.250000 Penalty: 4546.373047
	Iteration 1F: 3 clusters Score -1426318 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1426612.000000 Penalty: 4546.373047
	Iteration 2F: 3 clusters Score -1426612 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1426802.750000 Penalty: 4546.373047
	Iteration 3Q: 3 clusters Score -1426803 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1426941.500000 Penalty: 4546.373047
	Iteration 4Q: 3 clusters Score -1426942 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1427058.500000 Penalty: 4546.373047
	Iteration 5Q: 3 clusters Score -1427058 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1427169.875000 Penalty: 4546.373047
	Iteration 6Q: 3 clusters Score -1427170 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1427272.750000 Penalty: 4546.373047
	Iteration 7Q: 3 clusters Score -1427273 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1427377.375000 Penalty: 4546.373047
	Iteration 8Q: 3 clusters Score -1427377 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1427492.875000 Penalty: 4546.373047
	Iteration 9Q: 3 clusters Score -1427493 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1427613.125000 Penalty: 4546.373047
	Iteration 10Q: 3 clusters Score -1427613 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1427740.125000 Penalty: 4546.373047
	Iteration 11Q: 3 clusters Score -1427740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1427849.500000 Penalty: 4546.373047
	Iteration 12Q: 3 clusters Score -1427850 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1427954.750000 Penalty: 4546.373047
	Iteration 13Q: 3 clusters Score -1427955 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1428078.125000 Penalty: 4546.373047
	Iteration 14Q: 3 clusters Score -1428078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1428206.750000 Penalty: 4546.373047
	Iteration 15Q: 3 clusters Score -1428207 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1428362.500000 Penalty: 4546.373047
	Iteration 16Q: 3 clusters Score -1428362 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1428503.750000 Penalty: 4546.373047
	Iteration 17Q: 3 clusters Score -1428504 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1428658.750000 Penalty: 4546.373047
	Iteration 18Q: 3 clusters Score -1428659 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1428797.375000 Penalty: 4546.373047
	Iteration 19Q: 3 clusters Score -1428797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1428908.125000 Penalty: 4546.373047
	Iteration 20F: 3 clusters Score -1428908 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1429014.750000 Penalty: 4546.373047
	Iteration 21Q: 3 clusters Score -1429015 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1429111.750000 Penalty: 4546.373047
	Iteration 22Q: 3 clusters Score -1429112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1429202.875000 Penalty: 4546.373047
	Iteration 23Q: 3 clusters Score -1429203 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1429267.625000 Penalty: 4546.373047
	Iteration 24Q: 3 clusters Score -1429268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1429317.875000 Penalty: 4546.373047
	Iteration 25Q: 3 clusters Score -1429318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1429363.875000 Penalty: 4546.373047
	Iteration 26Q: 3 clusters Score -1429364 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1429402.500000 Penalty: 4546.373047
	Iteration 27Q: 3 clusters Score -1429402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1429442.375000 Penalty: 4546.373047
	Iteration 28Q: 3 clusters Score -1429442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1429472.375000 Penalty: 4546.373047
	Iteration 29Q: 3 clusters Score -1429472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1429496.000000 Penalty: 4546.373047
	Iteration 30Q: 3 clusters Score -1429496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1429512.875000 Penalty: 4546.373047
	Iteration 31Q: 3 clusters Score -1429513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1429536.500000 Penalty: 4546.373047
	Iteration 32Q: 3 clusters Score -1429536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1429553.375000 Penalty: 4546.373047
	Iteration 33Q: 3 clusters Score -1429553 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1429583.000000 Penalty: 4546.373047
	Iteration 34Q: 3 clusters Score -1429583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1429603.625000 Penalty: 4546.373047
	Iteration 35Q: 3 clusters Score -1429604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1429613.375000 Penalty: 4546.373047
	Iteration 36Q: 3 clusters Score -1429613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1429632.625000 Penalty: 4546.373047
	Iteration 37Q: 3 clusters Score -1429633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1429639.125000 Penalty: 4546.373047
	Iteration 38Q: 3 clusters Score -1429639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1429644.375000 Penalty: 4546.373047
	Iteration 39Q: 3 clusters Score -1429644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1429654.875000 Penalty: 4546.373047
	Iteration 40F: 3 clusters Score -1429655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1429658.625000 Penalty: 4546.373047
	Iteration 41Q: 3 clusters Score -1429659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1429662.875000 Penalty: 4546.373047
	Iteration 42Q: 3 clusters Score -1429663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1429664.750000 Penalty: 4546.373047
	Iteration 43Q: 3 clusters Score -1429665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1429664.750000 Penalty: 4546.373047
	Iteration 44F: 3 clusters Score -1429665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Entering Unmasked Estep 
Score: -4206450.500000 Penalty: 2557.972412
	Iteration 0F: 2 clusters Score -4206450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4185834.500000 Penalty: 5115.944824
	Iteration 0F: 3 clusters Score -4185834 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -4193599.000000 Penalty: 5115.944824
	Iteration 1F: 3 clusters Score -4193599 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4194657.000000 Penalty: 5115.944824
	Iteration 2F: 3 clusters Score -4194657 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -4195859.000000 Penalty: 5115.944824
	Iteration 3F: 3 clusters Score -4195859 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4196993.000000 Penalty: 5115.944824
	Iteration 4F: 3 clusters Score -4196993 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4198014.500000 Penalty: 5115.944824
	Iteration 5F: 3 clusters Score -4198014 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4198846.000000 Penalty: 5115.944824
	Iteration 6F: 3 clusters Score -4198846 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4199511.000000 Penalty: 5115.944824
	Iteration 7Q: 3 clusters Score -4199511 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4200026.500000 Penalty: 5115.944824
	Iteration 8Q: 3 clusters Score -4200026 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4200403.000000 Penalty: 5115.944824
	Iteration 9Q: 3 clusters Score -4200403 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -4200761.500000 Penalty: 5115.944824
	Iteration 10Q: 3 clusters Score -4200762 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4201055.500000 Penalty: 5115.944824
	Iteration 11Q: 3 clusters Score -4201056 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4201295.000000 Penalty: 5115.944824
	Iteration 12Q: 3 clusters Score -4201295 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -4201481.000000 Penalty: 5115.944824
	Iteration 13Q: 3 clusters Score -4201481 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4201657.500000 Penalty: 5115.944824
	Iteration 14Q: 3 clusters Score -4201658 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4201815.500000 Penalty: 5115.944824
	Iteration 15Q: 3 clusters Score -4201816 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -4201942.000000 Penalty: 5115.944824
	Iteration 16Q: 3 clusters Score -4201942 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -4202076.500000 Penalty: 5115.944824
	Iteration 17Q: 3 clusters Score -4202076 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -4202227.000000 Penalty: 5115.944824
	Iteration 18Q: 3 clusters Score -4202227 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -4202386.500000 Penalty: 5115.944824
	Iteration 19Q: 3 clusters Score -4202386 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4202535.500000 Penalty: 5115.944824
	Iteration 20F: 3 clusters Score -4202536 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4202719.500000 Penalty: 5115.944824
	Iteration 21Q: 3 clusters Score -4202720 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -4202829.500000 Penalty: 5115.944824
	Iteration 22Q: 3 clusters Score -4202830 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -4202938.000000 Penalty: 5115.944824
	Iteration 23Q: 3 clusters Score -4202938 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4203080.500000 Penalty: 5115.944824
	Iteration 24Q: 3 clusters Score -4203080 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4203188.500000 Penalty: 5115.944824
	Iteration 25Q: 3 clusters Score -4203188 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4203338.500000 Penalty: 5115.944824
	Iteration 26Q: 3 clusters Score -4203338 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -4203436.500000 Penalty: 5115.944824
	Iteration 27Q: 3 clusters Score -4203436 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -4203559.500000 Penalty: 5115.944824
	Iteration 28Q: 3 clusters Score -4203560 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4203668.000000 Penalty: 5115.944824
	Iteration 29Q: 3 clusters Score -4203668 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -4203836.000000 Penalty: 5115.944824
	Iteration 30Q: 3 clusters Score -4203836 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -4203924.000000 Penalty: 5115.944824
	Iteration 31Q: 3 clusters Score -4203924 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -4204048.000000 Penalty: 5115.944824
	Iteration 32Q: 3 clusters Score -4204048 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4204146.500000 Penalty: 5115.944824
	Iteration 33Q: 3 clusters Score -4204146 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4204251.000000 Penalty: 5115.944824
	Iteration 34Q: 3 clusters Score -4204251 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -4204356.500000 Penalty: 5115.944824
	Iteration 35Q: 3 clusters Score -4204356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -4204445.500000 Penalty: 5115.944824
	Iteration 36Q: 3 clusters Score -4204446 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -4204515.000000 Penalty: 5115.944824
	Iteration 37Q: 3 clusters Score -4204515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -4204559.500000 Penalty: 5115.944824
	Iteration 38Q: 3 clusters Score -4204560 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -4204598.500000 Penalty: 5115.944824
	Iteration 39Q: 3 clusters Score -4204598 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4204628.500000 Penalty: 5115.944824
	Iteration 40F: 3 clusters Score -4204628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4204662.000000 Penalty: 5115.944824
	Iteration 41Q: 3 clusters Score -4204662 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4204684.000000 Penalty: 5115.944824
	Iteration 42Q: 3 clusters Score -4204684 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4204716.500000 Penalty: 5115.944824
	Iteration 43Q: 3 clusters Score -4204716 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -4204738.500000 Penalty: 5115.944824
	Iteration 44Q: 3 clusters Score -4204738 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4204741.000000 Penalty: 5115.944824
	Iteration 45Q: 3 clusters Score -4204741 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -4204753.500000 Penalty: 5115.944824
	Iteration 46Q: 3 clusters Score -4204754 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4204774.500000 Penalty: 5115.944824
	Iteration 47Q: 3 clusters Score -4204774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -4204794.500000 Penalty: 5115.944824
	Iteration 48Q: 3 clusters Score -4204794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -4204815.000000 Penalty: 5115.944824
	Iteration 49Q: 3 clusters Score -4204815 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4204825.500000 Penalty: 5115.944824
	Iteration 50Q: 3 clusters Score -4204826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -4204850.500000 Penalty: 5115.944824
	Iteration 51Q: 3 clusters Score -4204850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4204863.500000 Penalty: 5115.944824
	Iteration 52Q: 3 clusters Score -4204864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -4204862.000000 Penalty: 5115.944824
	Iteration 53Q: 3 clusters Score -4204862 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4204872.000000 Penalty: 5115.944824
	Iteration 54Q: 3 clusters Score -4204872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4204896.000000 Penalty: 5115.944824
	Iteration 55Q: 3 clusters Score -4204896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4204904.500000 Penalty: 5115.944824
	Iteration 56Q: 3 clusters Score -4204904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4204916.000000 Penalty: 5115.944824
	Iteration 57Q: 3 clusters Score -4204916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4204928.000000 Penalty: 5115.944824
	Iteration 58Q: 3 clusters Score -4204928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4204949.000000 Penalty: 5115.944824
	Iteration 59Q: 3 clusters Score -4204949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -4204946.500000 Penalty: 5115.944824
	Iteration 60F: 3 clusters Score -4204946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4204959.000000 Penalty: 5115.944824
	Iteration 61Q: 3 clusters Score -4204959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4204968.000000 Penalty: 5115.944824
	Iteration 62Q: 3 clusters Score -4204968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4204983.500000 Penalty: 5115.944824
	Iteration 63Q: 3 clusters Score -4204984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -4204988.000000 Penalty: 5115.944824
	Iteration 64Q: 3 clusters Score -4204988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -4204984.500000 Penalty: 5115.944824
	Iteration 65Q: 3 clusters Score -4204984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4204985.000000 Penalty: 5115.944824
	Iteration 66Q: 3 clusters Score -4204985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4204985.500000 Penalty: 5115.944824
	Iteration 67Q: 3 clusters Score -4204986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -4204996.000000 Penalty: 5115.944824
	Iteration 68Q: 3 clusters Score -4204996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4205004.000000 Penalty: 5115.944824
	Iteration 69Q: 3 clusters Score -4205004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4205002.500000 Penalty: 5115.944824
	Iteration 70Q: 3 clusters Score -4205002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4204999.000000 Penalty: 5115.944824
	Iteration 71Q: 3 clusters Score -4204999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4205006.500000 Penalty: 5115.944824
	Iteration 72Q: 3 clusters Score -4205006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4205014.000000 Penalty: 5115.944824
	Iteration 73Q: 3 clusters Score -4205014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4205012.500000 Penalty: 5115.944824
	Iteration 74Q: 3 clusters Score -4205012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4205021.500000 Penalty: 5115.944824
	Iteration 75Q: 3 clusters Score -4205022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -4205034.000000 Penalty: 5115.944824
	Iteration 76Q: 3 clusters Score -4205034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4205032.500000 Penalty: 5115.944824
	Iteration 77Q: 3 clusters Score -4205032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4205035.000000 Penalty: 5115.944824
	Iteration 78Q: 3 clusters Score -4205035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4205032.000000 Penalty: 5115.944824
	Iteration 79Q: 3 clusters Score -4205032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4205031.000000 Penalty: 5115.944824
	Iteration 80F: 3 clusters Score -4205031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4205035.000000 Penalty: 5115.944824
	Iteration 81Q: 3 clusters Score -4205035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4205038.500000 Penalty: 5115.944824
	Iteration 82Q: 3 clusters Score -4205038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4205045.000000 Penalty: 5115.944824
	Iteration 83Q: 3 clusters Score -4205045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4205042.500000 Penalty: 5115.944824
	Iteration 84Q: 3 clusters Score -4205042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4205045.500000 Penalty: 5115.944824
	Iteration 85Q: 3 clusters Score -4205046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4205044.500000 Penalty: 5115.944824
	Iteration 86Q: 3 clusters Score -4205044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4205043.000000 Penalty: 5115.944824
	Iteration 87Q: 3 clusters Score -4205043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4205049.000000 Penalty: 5115.944824
	Iteration 88Q: 3 clusters Score -4205049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -4205051.500000 Penalty: 5115.944824
	Iteration 89Q: 3 clusters Score -4205052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4205063.500000 Penalty: 5115.944824
	Iteration 90Q: 3 clusters Score -4205064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4205069.500000 Penalty: 5115.944824
	Iteration 91Q: 3 clusters Score -4205070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4205068.500000 Penalty: 5115.944824
	Iteration 92Q: 3 clusters Score -4205068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4205070.000000 Penalty: 5115.944824
	Iteration 93Q: 3 clusters Score -4205070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -4205073.500000 Penalty: 5115.944824
	Iteration 94Q: 3 clusters Score -4205074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4205078.500000 Penalty: 5115.944824
	Iteration 95Q: 3 clusters Score -4205078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -4205075.000000 Penalty: 5115.944824
	Iteration 96Q: 3 clusters Score -4205075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4205080.000000 Penalty: 5115.944824
	Iteration 97Q: 3 clusters Score -4205080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4205076.500000 Penalty: 5115.944824
	Iteration 98Q: 3 clusters Score -4205076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4205080.500000 Penalty: 5115.944824
	Iteration 99Q: 3 clusters Score -4205080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -4205081.500000 Penalty: 5115.944824
	Iteration 100F: 3 clusters Score -4205082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4205077.500000 Penalty: 5115.944824
	Iteration 101Q: 3 clusters Score -4205078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4205075.000000 Penalty: 5115.944824
	Iteration 102Q: 3 clusters Score -4205075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -4205076.000000 Penalty: 5115.944824
	Iteration 103Q: 3 clusters Score -4205076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4205080.500000 Penalty: 5115.944824
	Iteration 104Q: 3 clusters Score -4205080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -4205080.500000 Penalty: 5115.944824
	Iteration 105Q: 3 clusters Score -4205080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4205080.000000 Penalty: 5115.944824
	Iteration 106Q: 3 clusters Score -4205080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4205080.500000 Penalty: 5115.944824
	Iteration 107Q: 3 clusters Score -4205080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4205083.500000 Penalty: 5115.944824
	Iteration 108Q: 3 clusters Score -4205084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4205086.500000 Penalty: 5115.944824
	Iteration 109Q: 3 clusters Score -4205086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4205085.500000 Penalty: 5115.944824
	Iteration 110Q: 3 clusters Score -4205086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4205087.500000 Penalty: 5115.944824
	Iteration 111Q: 3 clusters Score -4205088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4205095.500000 Penalty: 5115.944824
	Iteration 112Q: 3 clusters Score -4205096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4205098.000000 Penalty: 5115.944824
	Iteration 113Q: 3 clusters Score -4205098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -4205095.000000 Penalty: 5115.944824
	Iteration 114Q: 3 clusters Score -4205095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4205090.500000 Penalty: 5115.944824
	Iteration 115Q: 3 clusters Score -4205090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4205086.500000 Penalty: 5115.944824
	Iteration 116Q: 3 clusters Score -4205086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4205094.000000 Penalty: 5115.944824
	Iteration 117Q: 3 clusters Score -4205094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4205090.500000 Penalty: 5115.944824
	Iteration 118Q: 3 clusters Score -4205090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4205096.000000 Penalty: 5115.944824
	Iteration 119Q: 3 clusters Score -4205096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4205093.500000 Penalty: 5115.944824
	Iteration 120F: 3 clusters Score -4205094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4205096.500000 Penalty: 5115.944824
	Iteration 121Q: 3 clusters Score -4205096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4205096.500000 Penalty: 5115.944824
	Iteration 122Q: 3 clusters Score -4205096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4205100.500000 Penalty: 5115.944824
	Iteration 123Q: 3 clusters Score -4205100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4205109.500000 Penalty: 5115.944824
	Iteration 124Q: 3 clusters Score -4205110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4205111.500000 Penalty: 5115.944824
	Iteration 125Q: 3 clusters Score -4205112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -4205113.000000 Penalty: 5115.944824
	Iteration 126Q: 3 clusters Score -4205113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4205112.500000 Penalty: 5115.944824
	Iteration 127Q: 3 clusters Score -4205112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4205105.000000 Penalty: 5115.944824
	Iteration 128Q: 3 clusters Score -4205105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4205107.500000 Penalty: 5115.944824
	Iteration 129Q: 3 clusters Score -4205108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4205107.000000 Penalty: 5115.944824
	Iteration 130Q: 3 clusters Score -4205107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4205105.500000 Penalty: 5115.944824
	Iteration 131Q: 3 clusters Score -4205106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4205111.500000 Penalty: 5115.944824
	Iteration 132Q: 3 clusters Score -4205112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4205111.000000 Penalty: 5115.944824
	Iteration 133Q: 3 clusters Score -4205111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4205120.500000 Penalty: 5115.944824
	Iteration 134Q: 3 clusters Score -4205120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4205120.500000 Penalty: 5115.944824
	Iteration 135Q: 3 clusters Score -4205120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5115.944824
	Iteration 136Q: 3 clusters Score -4205124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4205120.500000 Penalty: 5115.944824
	Iteration 137Q: 3 clusters Score -4205120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4205118.000000 Penalty: 5115.944824
	Iteration 138Q: 3 clusters Score -4205118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4205118.500000 Penalty: 5115.944824
	Iteration 139Q: 3 clusters Score -4205118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5115.944824
	Iteration 140F: 3 clusters Score -4205124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4205125.000000 Penalty: 5115.944824
	Iteration 141Q: 3 clusters Score -4205125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -4205128.500000 Penalty: 5115.944824
	Iteration 142Q: 3 clusters Score -4205128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4205123.000000 Penalty: 5115.944824
	Iteration 143Q: 3 clusters Score -4205123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4205128.000000 Penalty: 5115.944824
	Iteration 144Q: 3 clusters Score -4205128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4205131.000000 Penalty: 5115.944824
	Iteration 145Q: 3 clusters Score -4205131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4205124.000000 Penalty: 5115.944824
	Iteration 146Q: 3 clusters Score -4205124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4205117.500000 Penalty: 5115.944824
	Iteration 147Q: 3 clusters Score -4205118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4205115.500000 Penalty: 5115.944824
	Iteration 148Q: 3 clusters Score -4205116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4205124.000000 Penalty: 5115.944824
	Iteration 149Q: 3 clusters Score -4205124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4205123.500000 Penalty: 5115.944824
	Iteration 150Q: 3 clusters Score -4205124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4205121.500000 Penalty: 5115.944824
	Iteration 151Q: 3 clusters Score -4205122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4205129.500000 Penalty: 5115.944824
	Iteration 152Q: 3 clusters Score -4205130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4205128.500000 Penalty: 5115.944824
	Iteration 153Q: 3 clusters Score -4205128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -4205133.000000 Penalty: 5115.944824
	Iteration 154Q: 3 clusters Score -4205133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4205132.000000 Penalty: 5115.944824
	Iteration 155Q: 3 clusters Score -4205132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4205133.500000 Penalty: 5115.944824
	Iteration 156Q: 3 clusters Score -4205134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4205132.500000 Penalty: 5115.944824
	Iteration 157Q: 3 clusters Score -4205132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4205140.500000 Penalty: 5115.944824
	Iteration 158Q: 3 clusters Score -4205140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4205147.000000 Penalty: 5115.944824
	Iteration 159Q: 3 clusters Score -4205147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4205152.500000 Penalty: 5115.944824
	Iteration 160F: 3 clusters Score -4205152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4205153.500000 Penalty: 5115.944824
	Iteration 161Q: 3 clusters Score -4205154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4205160.000000 Penalty: 5115.944824
	Iteration 162Q: 3 clusters Score -4205160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4205159.500000 Penalty: 5115.944824
	Iteration 163Q: 3 clusters Score -4205160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4205157.000000 Penalty: 5115.944824
	Iteration 164Q: 3 clusters Score -4205157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4205162.000000 Penalty: 5115.944824
	Iteration 165Q: 3 clusters Score -4205162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -4205162.000000 Penalty: 5115.944824
	Iteration 166Q: 3 clusters Score -4205162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4205161.000000 Penalty: 5115.944824
	Iteration 167Q: 3 clusters Score -4205161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4205161.500000 Penalty: 5115.944824
	Iteration 168Q: 3 clusters Score -4205162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4205165.000000 Penalty: 5115.944824
	Iteration 169Q: 3 clusters Score -4205165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4205163.000000 Penalty: 5115.944824
	Iteration 170Q: 3 clusters Score -4205163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4205164.000000 Penalty: 5115.944824
	Iteration 171Q: 3 clusters Score -4205164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4205167.500000 Penalty: 5115.944824
	Iteration 172Q: 3 clusters Score -4205168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4205171.500000 Penalty: 5115.944824
	Iteration 173Q: 3 clusters Score -4205172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4205164.000000 Penalty: 5115.944824
	Iteration 174Q: 3 clusters Score -4205164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4205170.500000 Penalty: 5115.944824
	Iteration 175Q: 3 clusters Score -4205170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4205173.000000 Penalty: 5115.944824
	Iteration 176Q: 3 clusters Score -4205173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4205169.500000 Penalty: 5115.944824
	Iteration 177Q: 3 clusters Score -4205170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4205167.500000 Penalty: 5115.944824
	Iteration 178Q: 3 clusters Score -4205168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4205166.500000 Penalty: 5115.944824
	Iteration 179Q: 3 clusters Score -4205166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4205168.000000 Penalty: 5115.944824
	Iteration 180F: 3 clusters Score -4205168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -4205166.000000 Penalty: 5115.944824
	Iteration 181Q: 3 clusters Score -4205166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4205165.500000 Penalty: 5115.944824
	Iteration 182Q: 3 clusters Score -4205166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4205161.500000 Penalty: 5115.944824
	Iteration 183Q: 3 clusters Score -4205162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4205164.000000 Penalty: 5115.944824
	Iteration 184Q: 3 clusters Score -4205164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4205167.000000 Penalty: 5115.944824
	Iteration 185Q: 3 clusters Score -4205167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4205167.500000 Penalty: 5115.944824
	Iteration 186Q: 3 clusters Score -4205168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4205170.000000 Penalty: 5115.944824
	Iteration 187Q: 3 clusters Score -4205170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4205171.500000 Penalty: 5115.944824
	Iteration 188Q: 3 clusters Score -4205172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4205172.500000 Penalty: 5115.944824
	Iteration 189Q: 3 clusters Score -4205172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4205178.000000 Penalty: 5115.944824
	Iteration 190Q: 3 clusters Score -4205178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -4205168.500000 Penalty: 5115.944824
	Iteration 191Q: 3 clusters Score -4205168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4205179.000000 Penalty: 5115.944824
	Iteration 192Q: 3 clusters Score -4205179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -4205184.000000 Penalty: 5115.944824
	Iteration 193Q: 3 clusters Score -4205184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4205179.500000 Penalty: 5115.944824
	Iteration 194Q: 3 clusters Score -4205180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4205184.500000 Penalty: 5115.944824
	Iteration 195Q: 3 clusters Score -4205184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4205190.500000 Penalty: 5115.944824
	Iteration 196Q: 3 clusters Score -4205190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4205190.500000 Penalty: 5115.944824
	Iteration 197Q: 3 clusters Score -4205190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4205193.000000 Penalty: 5115.944824
	Iteration 198Q: 3 clusters Score -4205193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4205196.000000 Penalty: 5115.944824
	Iteration 199Q: 3 clusters Score -4205196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4205193.000000 Penalty: 5115.944824
	Iteration 200F: 3 clusters Score -4205193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4205195.500000 Penalty: 5115.944824
	Iteration 201Q: 3 clusters Score -4205196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4205192.000000 Penalty: 5115.944824
	Iteration 202Q: 3 clusters Score -4205192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4205192.500000 Penalty: 5115.944824
	Iteration 203Q: 3 clusters Score -4205192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4205197.000000 Penalty: 5115.944824
	Iteration 204Q: 3 clusters Score -4205197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -4205197.000000 Penalty: 5115.944824
	Iteration 205F: 3 clusters Score -4205197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Entering Unmasked Estep 
Score: -1766287.875000 Penalty: 2332.624268
	Iteration 0F: 2 clusters Score -1766288 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 6096 members 
Entering Unmasked Estep 
Score: -1757311.375000 Penalty: 4665.248535
	Iteration 0F: 3 clusters Score -1757311 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1760467.250000 Penalty: 4665.248535
	Iteration 1F: 3 clusters Score -1760467 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1761532.375000 Penalty: 4665.248535
	Iteration 2F: 3 clusters Score -1761532 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1762438.125000 Penalty: 4665.248535
	Iteration 3F: 3 clusters Score -1762438 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1763187.000000 Penalty: 4665.248535
	Iteration 4F: 3 clusters Score -1763187 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1763768.250000 Penalty: 4665.248535
	Iteration 5F: 3 clusters Score -1763768 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1764208.000000 Penalty: 4665.248535
	Iteration 6F: 3 clusters Score -1764208 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1764533.500000 Penalty: 4665.248535
	Iteration 7Q: 3 clusters Score -1764534 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1764789.125000 Penalty: 4665.248535
	Iteration 8Q: 3 clusters Score -1764789 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1764962.500000 Penalty: 4665.248535
	Iteration 9Q: 3 clusters Score -1764962 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1765085.750000 Penalty: 4665.248535
	Iteration 10Q: 3 clusters Score -1765086 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1765171.250000 Penalty: 4665.248535
	Iteration 11Q: 3 clusters Score -1765171 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1765242.250000 Penalty: 4665.248535
	Iteration 12Q: 3 clusters Score -1765242 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1765298.500000 Penalty: 4665.248535
	Iteration 13Q: 3 clusters Score -1765298 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1765340.500000 Penalty: 4665.248535
	Iteration 14Q: 3 clusters Score -1765340 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1765374.500000 Penalty: 4665.248535
	Iteration 15Q: 3 clusters Score -1765374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1765409.125000 Penalty: 4665.248535
	Iteration 16Q: 3 clusters Score -1765409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1765437.375000 Penalty: 4665.248535
	Iteration 17Q: 3 clusters Score -1765437 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1765460.250000 Penalty: 4665.248535
	Iteration 18Q: 3 clusters Score -1765460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1765473.250000 Penalty: 4665.248535
	Iteration 19Q: 3 clusters Score -1765473 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1765490.375000 Penalty: 4665.248535
	Iteration 20F: 3 clusters Score -1765490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1765502.125000 Penalty: 4665.248535
	Iteration 21Q: 3 clusters Score -1765502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1765513.500000 Penalty: 4665.248535
	Iteration 22Q: 3 clusters Score -1765514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1765522.125000 Penalty: 4665.248535
	Iteration 23Q: 3 clusters Score -1765522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1765538.875000 Penalty: 4665.248535
	Iteration 24Q: 3 clusters Score -1765539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1765549.375000 Penalty: 4665.248535
	Iteration 25Q: 3 clusters Score -1765549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1765557.250000 Penalty: 4665.248535
	Iteration 26Q: 3 clusters Score -1765557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1765567.750000 Penalty: 4665.248535
	Iteration 27Q: 3 clusters Score -1765568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1765577.000000 Penalty: 4665.248535
	Iteration 28Q: 3 clusters Score -1765577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1765589.875000 Penalty: 4665.248535
	Iteration 29Q: 3 clusters Score -1765590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1765598.625000 Penalty: 4665.248535
	Iteration 30Q: 3 clusters Score -1765599 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1765608.625000 Penalty: 4665.248535
	Iteration 31Q: 3 clusters Score -1765609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1765620.625000 Penalty: 4665.248535
	Iteration 32Q: 3 clusters Score -1765621 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1765627.875000 Penalty: 4665.248535
	Iteration 33Q: 3 clusters Score -1765628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1765638.625000 Penalty: 4665.248535
	Iteration 34Q: 3 clusters Score -1765639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1765648.250000 Penalty: 4665.248535
	Iteration 35Q: 3 clusters Score -1765648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1765650.875000 Penalty: 4665.248535
	Iteration 36Q: 3 clusters Score -1765651 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1765653.750000 Penalty: 4665.248535
	Iteration 37Q: 3 clusters Score -1765654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1765658.125000 Penalty: 4665.248535
	Iteration 38Q: 3 clusters Score -1765658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1765667.000000 Penalty: 4665.248535
	Iteration 39Q: 3 clusters Score -1765667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1765666.750000 Penalty: 4665.248535
	Iteration 40F: 3 clusters Score -1765667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1765668.750000 Penalty: 4665.248535
	Iteration 41Q: 3 clusters Score -1765669 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1765667.750000 Penalty: 4665.248535
	Iteration 42Q: 3 clusters Score -1765668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1765671.500000 Penalty: 4665.248535
	Iteration 43Q: 3 clusters Score -1765672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1765674.250000 Penalty: 4665.248535
	Iteration 44Q: 3 clusters Score -1765674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1765677.750000 Penalty: 4665.248535
	Iteration 45Q: 3 clusters Score -1765678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1765681.750000 Penalty: 4665.248535
	Iteration 46Q: 3 clusters Score -1765682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1765687.500000 Penalty: 4665.248535
	Iteration 47Q: 3 clusters Score -1765688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1765688.750000 Penalty: 4665.248535
	Iteration 48Q: 3 clusters Score -1765689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1765688.750000 Penalty: 4665.248535
	Iteration 49Q: 3 clusters Score -1765689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1765685.875000 Penalty: 4665.248535
	Iteration 50Q: 3 clusters Score -1765686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1765687.000000 Penalty: 4665.248535
	Iteration 51Q: 3 clusters Score -1765687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1765689.625000 Penalty: 4665.248535
	Iteration 52Q: 3 clusters Score -1765690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1765686.750000 Penalty: 4665.248535
	Iteration 53Q: 3 clusters Score -1765687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1765687.000000 Penalty: 4665.248535
	Iteration 54Q: 3 clusters Score -1765687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1765687.000000 Penalty: 4665.248535
	Iteration 55F: 3 clusters Score -1765687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -437497.093750 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -437497.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -434202.031250 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -434202 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -434835.000000 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -434835 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -434977.125000 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -434977.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -435071.125000 Penalty: 3984.211914
	Iteration 3Q: 3 clusters Score -435071.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -435134.625000 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -435134.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -435197.093750 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -435197.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435267.000000 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -435267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -435349.000000 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -435349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -435429.468750 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -435429.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -435506.843750 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -435506.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -435565.593750 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -435565.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -435616.000000 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -435616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -435668.062500 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -435668.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -435710.656250 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -435710.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -435743.656250 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -435743.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -435778.218750 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -435778.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -435813.781250 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -435813.8 nChanged 56
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: -435853.218750 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -435853.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -435892.187500 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -435892.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -435935.687500 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -435935.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -435977.125000 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -435977.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -436011.875000 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -436011.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -436043.250000 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -436043.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -436059.250000 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -436059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -436077.718750 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -436077.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -436095.718750 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -436095.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -436111.000000 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -436111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -436122.562500 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -436122.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -436133.406250 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -436133.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -436146.812500 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -436146.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -436154.093750 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -436154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -436166.187500 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -436166.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -436175.125000 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -436175.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -436180.875000 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -436180.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -436187.312500 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -436187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -436189.000000 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -436189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -436192.093750 Penalty: 3984.211914
	Iteration 36Q: 3 clusters Score -436192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -436193.468750 Penalty: 3984.211914
	Iteration 37Q: 3 clusters Score -436193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -436194.437500 Penalty: 3984.211914
	Iteration 38Q: 3 clusters Score -436194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -436194.031250 Penalty: 3984.211914
	Iteration 39Q: 3 clusters Score -436194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -436194.031250 Penalty: 3984.211914
	Iteration 40F: 3 clusters Score -436194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98420 members 
Entering Unmasked Estep 
Score: -14573795.000000 Penalty: 2851.255859
	Iteration 0F: 2 clusters Score -1.45738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -14507826.000000 Penalty: 5702.511719
	Iteration 0F: 3 clusters Score -1.450783e+07 nChanged 46533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -14535215.000000 Penalty: 5702.511719
	Iteration 1F: 3 clusters Score -1.453522e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -14537094.000000 Penalty: 5702.511719
	Iteration 2Q: 3 clusters Score -1.453709e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -14539966.000000 Penalty: 5702.511719
	Iteration 3F: 3 clusters Score -1.453997e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -14544191.000000 Penalty: 5702.511719
	Iteration 4F: 3 clusters Score -1.454419e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -14549606.000000 Penalty: 5702.511719
	Iteration 5F: 3 clusters Score -1.454961e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 74750 members 
Entering Unmasked Estep 
Score: -14555624.000000 Penalty: 5702.511719
	Iteration 6F: 3 clusters Score -1.455562e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -14561277.000000 Penalty: 5702.511719
	Iteration 7F: 3 clusters Score -1.456128e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -14565687.000000 Penalty: 5702.511719
	Iteration 8Q: 3 clusters Score -1.456569e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -14567935.000000 Penalty: 5702.511719
	Iteration 9Q: 3 clusters Score -1.456794e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 87029 members 
Entering Unmasked Estep 
Score: -14568952.000000 Penalty: 5702.511719
	Iteration 10Q: 3 clusters Score -1.456895e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 87886 members 
Entering Unmasked Estep 
Score: -14569579.000000 Penalty: 5702.511719
	Iteration 11Q: 3 clusters Score -1.456958e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -14569856.000000 Penalty: 5702.511719
	Iteration 12Q: 3 clusters Score -1.456986e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -14569973.000000 Penalty: 5702.511719
	Iteration 13Q: 3 clusters Score -1.456997e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
Score: -14570094.000000 Penalty: 5702.511719
	Iteration 14Q: 3 clusters Score -1.457009e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -14570146.000000 Penalty: 5702.511719
	Iteration 15Q: 3 clusters Score -1.457015e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 90121 members 
Entering Unmasked Estep 
Score: -14570195.000000 Penalty: 5702.511719
	Iteration 16Q: 3 clusters Score -1.45702e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -14570322.000000 Penalty: 5702.511719
	Iteration 17Q: 3 clusters Score -1.457032e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -14570398.000000 Penalty: 5702.511719
	Iteration 18Q: 3 clusters Score -1.45704e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -14570480.000000 Penalty: 5702.511719
	Iteration 19Q: 3 clusters Score -1.457048e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 91373 members 
Entering Unmasked Estep 
Score: -14570531.000000 Penalty: 5702.511719
	Iteration 20F: 3 clusters Score -1.457053e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 91667 members 
Entering Unmasked Estep 
Score: -14570589.000000 Penalty: 5702.511719
	Iteration 21Q: 3 clusters Score -1.457059e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -14570678.000000 Penalty: 5702.511719
	Iteration 22Q: 3 clusters Score -1.457068e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 92188 members 
Entering Unmasked Estep 
Score: -14570739.000000 Penalty: 5702.511719
	Iteration 23Q: 3 clusters Score -1.457074e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 92413 members 
Entering Unmasked Estep 
Score: -14570783.000000 Penalty: 5702.511719
	Iteration 24Q: 3 clusters Score -1.457078e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -14570843.000000 Penalty: 5702.511719
	Iteration 25Q: 3 clusters Score -1.457084e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -14570880.000000 Penalty: 5702.511719
	Iteration 26Q: 3 clusters Score -1.457088e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -14570915.000000 Penalty: 5702.511719
	Iteration 27Q: 3 clusters Score -1.457092e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -14570898.000000 Penalty: 5702.511719
	Iteration 28Q: 3 clusters Score -1.45709e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -14570941.000000 Penalty: 5702.511719
	Iteration 29Q: 3 clusters Score -1.457094e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -14570982.000000 Penalty: 5702.511719
	Iteration 30Q: 3 clusters Score -1.457098e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -14570993.000000 Penalty: 5702.511719
	Iteration 31Q: 3 clusters Score -1.457099e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 93867 members 
Entering Unmasked Estep 
Score: -14571028.000000 Penalty: 5702.511719
	Iteration 32Q: 3 clusters Score -1.457103e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -14571083.000000 Penalty: 5702.511719
	Iteration 33Q: 3 clusters Score -1.457108e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -14571104.000000 Penalty: 5702.511719
	Iteration 34Q: 3 clusters Score -1.45711e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -14571145.000000 Penalty: 5702.511719
	Iteration 35Q: 3 clusters Score -1.457114e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 94411 members 
Entering Unmasked Estep 
Score: -14571181.000000 Penalty: 5702.511719
	Iteration 36Q: 3 clusters Score -1.457118e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 94547 members 
Entering Unmasked Estep 
Score: -14571254.000000 Penalty: 5702.511719
	Iteration 37Q: 3 clusters Score -1.457125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 94673 members 
Entering Unmasked Estep 
Score: -14571275.000000 Penalty: 5702.511719
	Iteration 38Q: 3 clusters Score -1.457128e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -14571281.000000 Penalty: 5702.511719
	Iteration 39Q: 3 clusters Score -1.457128e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 94928 members 
Entering Unmasked Estep 
Score: -14571366.000000 Penalty: 5702.511719
	Iteration 40F: 3 clusters Score -1.457137e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -14571370.000000 Penalty: 5702.511719
	Iteration 41Q: 3 clusters Score -1.457137e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -14571400.000000 Penalty: 5702.511719
	Iteration 42Q: 3 clusters Score -1.45714e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -14571395.000000 Penalty: 5702.511719
	Iteration 43Q: 3 clusters Score -1.45714e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -14571405.000000 Penalty: 5702.511719
	Iteration 44Q: 3 clusters Score -1.45714e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -14571432.000000 Penalty: 5702.511719
	Iteration 45Q: 3 clusters Score -1.457143e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -14571448.000000 Penalty: 5702.511719
	Iteration 46Q: 3 clusters Score -1.457145e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 95541 members 
Entering Unmasked Estep 
Score: -14571460.000000 Penalty: 5702.511719
	Iteration 47Q: 3 clusters Score -1.457146e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -14571493.000000 Penalty: 5702.511719
	Iteration 48Q: 3 clusters Score -1.457149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 95674 members 
Entering Unmasked Estep 
Score: -14571499.000000 Penalty: 5702.511719
	Iteration 49Q: 3 clusters Score -1.45715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 95725 members 
Entering Unmasked Estep 
Score: -14571504.000000 Penalty: 5702.511719
	Iteration 50Q: 3 clusters Score -1.45715e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -14571523.000000 Penalty: 5702.511719
	Iteration 51Q: 3 clusters Score -1.457152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -14571525.000000 Penalty: 5702.511719
	Iteration 52Q: 3 clusters Score -1.457152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -14571551.000000 Penalty: 5702.511719
	Iteration 53Q: 3 clusters Score -1.457155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 95853 members 
Entering Unmasked Estep 
Score: -14571556.000000 Penalty: 5702.511719
	Iteration 54Q: 3 clusters Score -1.457156e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -14571565.000000 Penalty: 5702.511719
	Iteration 55Q: 3 clusters Score -1.457156e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -14571564.000000 Penalty: 5702.511719
	Iteration 56Q: 3 clusters Score -1.457156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 95935 members 
Entering Unmasked Estep 
Score: -14571566.000000 Penalty: 5702.511719
	Iteration 57Q: 3 clusters Score -1.457157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -14571584.000000 Penalty: 5702.511719
	Iteration 58Q: 3 clusters Score -1.457158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 95987 members 
Entering Unmasked Estep 
Score: -14571579.000000 Penalty: 5702.511719
	Iteration 59Q: 3 clusters Score -1.457158e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -14571582.000000 Penalty: 5702.511719
	Iteration 60F: 3 clusters Score -1.457158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -14571583.000000 Penalty: 5702.511719
	Iteration 61Q: 3 clusters Score -1.457158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 96052 members 
Entering Unmasked Estep 
Score: -14571586.000000 Penalty: 5702.511719
	Iteration 62Q: 3 clusters Score -1.457159e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 96070 members 
Entering Unmasked Estep 
Score: -14571605.000000 Penalty: 5702.511719
	Iteration 63Q: 3 clusters Score -1.45716e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 96083 members 
Entering Unmasked Estep 
Score: -14571600.000000 Penalty: 5702.511719
	Iteration 64Q: 3 clusters Score -1.45716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -14571609.000000 Penalty: 5702.511719
	Iteration 65Q: 3 clusters Score -1.457161e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 96110 members 
Entering Unmasked Estep 
Score: -14571615.000000 Penalty: 5702.511719
	Iteration 66Q: 3 clusters Score -1.457162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -14571632.000000 Penalty: 5702.511719
	Iteration 67Q: 3 clusters Score -1.457163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 96147 members 
Entering Unmasked Estep 
Score: -14571631.000000 Penalty: 5702.511719
	Iteration 68Q: 3 clusters Score -1.457163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -14571632.000000 Penalty: 5702.511719
	Iteration 69Q: 3 clusters Score -1.457163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 96171 members 
Entering Unmasked Estep 
Score: -14571633.000000 Penalty: 5702.511719
	Iteration 70Q: 3 clusters Score -1.457163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -14571622.000000 Penalty: 5702.511719
	Iteration 71Q: 3 clusters Score -1.457162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -14571635.000000 Penalty: 5702.511719
	Iteration 72Q: 3 clusters Score -1.457164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -14571636.000000 Penalty: 5702.511719
	Iteration 73Q: 3 clusters Score -1.457164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 96194 members 
Entering Unmasked Estep 
Score: -14571641.000000 Penalty: 5702.511719
	Iteration 74Q: 3 clusters Score -1.457164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -14571633.000000 Penalty: 5702.511719
	Iteration 75Q: 3 clusters Score -1.457163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -14571632.000000 Penalty: 5702.511719
	Iteration 76Q: 3 clusters Score -1.457163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 96203 members 
Entering Unmasked Estep 
Score: -14571634.000000 Penalty: 5702.511719
	Iteration 77Q: 3 clusters Score -1.457163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -14571634.000000 Penalty: 5702.511719
	Iteration 78Q: 3 clusters Score -1.457163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 96213 members 
Entering Unmasked Estep 
Score: -14571637.000000 Penalty: 5702.511719
	Iteration 79Q: 3 clusters Score -1.457164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -14571632.000000 Penalty: 5702.511719
	Iteration 80F: 3 clusters Score -1.457163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -14571645.000000 Penalty: 5702.511719
	Iteration 81Q: 3 clusters Score -1.457164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -14571641.000000 Penalty: 5702.511719
	Iteration 82Q: 3 clusters Score -1.457164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 96225 members 
Entering Unmasked Estep 
Score: -14571644.000000 Penalty: 5702.511719
	Iteration 83Q: 3 clusters Score -1.457164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -14571646.000000 Penalty: 5702.511719
	Iteration 84Q: 3 clusters Score -1.457165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -14571646.000000 Penalty: 5702.511719
	Iteration 85Q: 3 clusters Score -1.457165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 96232 members 
Entering Unmasked Estep 
Score: -14571636.000000 Penalty: 5702.511719
	Iteration 86Q: 3 clusters Score -1.457164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -14571633.000000 Penalty: 5702.511719
	Iteration 87Q: 3 clusters Score -1.457163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 96235 members 
Entering Unmasked Estep 
Score: -14571641.000000 Penalty: 5702.511719
	Iteration 88Q: 3 clusters Score -1.457164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 96237 members 
Entering Unmasked Estep 
Score: -14571637.000000 Penalty: 5702.511719
	Iteration 89Q: 3 clusters Score -1.457164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -14571642.000000 Penalty: 5702.511719
	Iteration 90Q: 3 clusters Score -1.457164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -14571641.000000 Penalty: 5702.511719
	Iteration 91Q: 3 clusters Score -1.457164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -14571659.000000 Penalty: 5702.511719
	Iteration 92Q: 3 clusters Score -1.457166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -14571658.000000 Penalty: 5702.511719
	Iteration 93Q: 3 clusters Score -1.457166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 96253 members 
Entering Unmasked Estep 
Score: -14571664.000000 Penalty: 5702.511719
	Iteration 94Q: 3 clusters Score -1.457166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 96255 members 
Entering Unmasked Estep 
Score: -14571659.000000 Penalty: 5702.511719
	Iteration 95Q: 3 clusters Score -1.457166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 96258 members 
Entering Unmasked Estep 
Score: -14571669.000000 Penalty: 5702.511719
	Iteration 96Q: 3 clusters Score -1.457167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -14571666.000000 Penalty: 5702.511719
	Iteration 97Q: 3 clusters Score -1.457167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -14571666.000000 Penalty: 5702.511719
	Iteration 98Q: 3 clusters Score -1.457167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -14571662.000000 Penalty: 5702.511719
	Iteration 99Q: 3 clusters Score -1.457166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -14571660.000000 Penalty: 5702.511719
	Iteration 100F: 3 clusters Score -1.457166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -14571661.000000 Penalty: 5702.511719
	Iteration 101Q: 3 clusters Score -1.457166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -14571654.000000 Penalty: 5702.511719
	Iteration 102Q: 3 clusters Score -1.457165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -14571657.000000 Penalty: 5702.511719
	Iteration 103Q: 3 clusters Score -1.457166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 96285 members 
Entering Unmasked Estep 
Score: -14571660.000000 Penalty: 5702.511719
	Iteration 104Q: 3 clusters Score -1.457166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -14571655.000000 Penalty: 5702.511719
	Iteration 105Q: 3 clusters Score -1.457166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 96296 members 
Entering Unmasked Estep 
Score: -14571651.000000 Penalty: 5702.511719
	Iteration 106Q: 3 clusters Score -1.457165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -14571662.000000 Penalty: 5702.511719
	Iteration 107Q: 3 clusters Score -1.457166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -14571662.000000 Penalty: 5702.511719
	Iteration 108Q: 3 clusters Score -1.457166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -14571668.000000 Penalty: 5702.511719
	Iteration 109Q: 3 clusters Score -1.457167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -14571663.000000 Penalty: 5702.511719
	Iteration 110Q: 3 clusters Score -1.457166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -14571658.000000 Penalty: 5702.511719
	Iteration 111Q: 3 clusters Score -1.457166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 96305 members 
Entering Unmasked Estep 
Score: -14571655.000000 Penalty: 5702.511719
	Iteration 112Q: 3 clusters Score -1.457166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -14571658.000000 Penalty: 5702.511719
	Iteration 113Q: 3 clusters Score -1.457166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -14571658.000000 Penalty: 5702.511719
	Iteration 114F: 3 clusters Score -1.457166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Entering Unmasked Estep 
Score: -3414869.250000 Penalty: 2493.011963
	Iteration 0F: 2 clusters Score -3414869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3398696.750000 Penalty: 4986.023926
	Iteration 0F: 3 clusters Score -3398697 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3404339.250000 Penalty: 4986.023926
	Iteration 1F: 3 clusters Score -3404339 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3404853.250000 Penalty: 4986.023926
	Iteration 2F: 3 clusters Score -3404853 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3405432.750000 Penalty: 4986.023926
	Iteration 3F: 3 clusters Score -3405433 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -3406164.250000 Penalty: 4986.023926
	Iteration 4F: 3 clusters Score -3406164 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3407143.000000 Penalty: 4986.023926
	Iteration 5F: 3 clusters Score -3407143 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -3408369.000000 Penalty: 4986.023926
	Iteration 6F: 3 clusters Score -3408369 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3409539.500000 Penalty: 4986.023926
	Iteration 7F: 3 clusters Score -3409540 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3410439.250000 Penalty: 4986.023926
	Iteration 8F: 3 clusters Score -3410439 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3411047.750000 Penalty: 4986.023926
	Iteration 9Q: 3 clusters Score -3411048 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3411547.500000 Penalty: 4986.023926
	Iteration 10Q: 3 clusters Score -3411548 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3411898.750000 Penalty: 4986.023926
	Iteration 11Q: 3 clusters Score -3411899 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3412161.250000 Penalty: 4986.023926
	Iteration 12Q: 3 clusters Score -3412161 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3412382.000000 Penalty: 4986.023926
	Iteration 13Q: 3 clusters Score -3412382 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3412560.250000 Penalty: 4986.023926
	Iteration 14Q: 3 clusters Score -3412560 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3412702.750000 Penalty: 4986.023926
	Iteration 15Q: 3 clusters Score -3412703 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3412809.000000 Penalty: 4986.023926
	Iteration 16Q: 3 clusters Score -3412809 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3412895.500000 Penalty: 4986.023926
	Iteration 17Q: 3 clusters Score -3412896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3412939.750000 Penalty: 4986.023926
	Iteration 18Q: 3 clusters Score -3412940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3412970.250000 Penalty: 4986.023926
	Iteration 19Q: 3 clusters Score -3412970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3413026.000000 Penalty: 4986.023926
	Iteration 20F: 3 clusters Score -3413026 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3413051.500000 Penalty: 4986.023926
	Iteration 21Q: 3 clusters Score -3413052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3413055.250000 Penalty: 4986.023926
	Iteration 22Q: 3 clusters Score -3413055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3413067.250000 Penalty: 4986.023926
	Iteration 23Q: 3 clusters Score -3413067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3413082.750000 Penalty: 4986.023926
	Iteration 24Q: 3 clusters Score -3413083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3413094.750000 Penalty: 4986.023926
	Iteration 25Q: 3 clusters Score -3413095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3413108.750000 Penalty: 4986.023926
	Iteration 26Q: 3 clusters Score -3413109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3413114.500000 Penalty: 4986.023926
	Iteration 27Q: 3 clusters Score -3413114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3413109.000000 Penalty: 4986.023926
	Iteration 28Q: 3 clusters Score -3413109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3413115.750000 Penalty: 4986.023926
	Iteration 29Q: 3 clusters Score -3413116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3413124.250000 Penalty: 4986.023926
	Iteration 30Q: 3 clusters Score -3413124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3413132.750000 Penalty: 4986.023926
	Iteration 31Q: 3 clusters Score -3413133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3413145.250000 Penalty: 4986.023926
	Iteration 32Q: 3 clusters Score -3413145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3413150.250000 Penalty: 4986.023926
	Iteration 33Q: 3 clusters Score -3413150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3413154.000000 Penalty: 4986.023926
	Iteration 34Q: 3 clusters Score -3413154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3413152.250000 Penalty: 4986.023926
	Iteration 35Q: 3 clusters Score -3413152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3413165.250000 Penalty: 4986.023926
	Iteration 36Q: 3 clusters Score -3413165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3413171.000000 Penalty: 4986.023926
	Iteration 37Q: 3 clusters Score -3413171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3413171.250000 Penalty: 4986.023926
	Iteration 38Q: 3 clusters Score -3413171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3413173.500000 Penalty: 4986.023926
	Iteration 39Q: 3 clusters Score -3413174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3413166.750000 Penalty: 4986.023926
	Iteration 40F: 3 clusters Score -3413167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3413170.500000 Penalty: 4986.023926
	Iteration 41Q: 3 clusters Score -3413170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3413170.750000 Penalty: 4986.023926
	Iteration 42Q: 3 clusters Score -3413171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3413170.500000 Penalty: 4986.023926
	Iteration 43Q: 3 clusters Score -3413170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3413172.500000 Penalty: 4986.023926
	Iteration 44Q: 3 clusters Score -3413172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3413172.500000 Penalty: 4986.023926
	Iteration 45F: 3 clusters Score -3413172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Entering Unmasked Estep 
Score: -397039.500000 Penalty: 1980.737549
	Iteration 0F: 2 clusters Score -397039.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -393861.968750 Penalty: 3961.475098
	Iteration 0F: 3 clusters Score -393862 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -394773.593750 Penalty: 3961.475098
	Iteration 1F: 3 clusters Score -394773.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395235.000000 Penalty: 3961.475098
	Iteration 2F: 3 clusters Score -395235 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -395595.656250 Penalty: 3961.475098
	Iteration 3F: 3 clusters Score -395595.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -395930.562500 Penalty: 3961.475098
	Iteration 4F: 3 clusters Score -395930.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396231.187500 Penalty: 3961.475098
	Iteration 5F: 3 clusters Score -396231.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -396356.343750 Penalty: 3961.475098
	Iteration 6Q: 3 clusters Score -396356.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -396423.593750 Penalty: 3961.475098
	Iteration 7Q: 3 clusters Score -396423.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -396492.093750 Penalty: 3961.475098
	Iteration 8Q: 3 clusters Score -396492.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -396531.000000 Penalty: 3961.475098
	Iteration 9Q: 3 clusters Score -396531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -396569.093750 Penalty: 3961.475098
	Iteration 10Q: 3 clusters Score -396569.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -396616.718750 Penalty: 3961.475098
	Iteration 11Q: 3 clusters Score -396616.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -396653.687500 Penalty: 3961.475098
	Iteration 12Q: 3 clusters Score -396653.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -396672.906250 Penalty: 3961.475098
	Iteration 13Q: 3 clusters Score -396672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396696.718750 Penalty: 3961.475098
	Iteration 14Q: 3 clusters Score -396696.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -396723.218750 Penalty: 3961.475098
	Iteration 15Q: 3 clusters Score -396723.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -396744.343750 Penalty: 3961.475098
	Iteration 16Q: 3 clusters Score -396744.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -396782.437500 Penalty: 3961.475098
	Iteration 17Q: 3 clusters Score -396782.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -396811.031250 Penalty: 3961.475098
	Iteration 18Q: 3 clusters Score -396811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -396826.625000 Penalty: 3961.475098
	Iteration 19Q: 3 clusters Score -396826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -396843.625000 Penalty: 3961.475098
	Iteration 20F: 3 clusters Score -396843.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -396853.218750 Penalty: 3961.475098
	Iteration 21Q: 3 clusters Score -396853.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -396867.000000 Penalty: 3961.475098
	Iteration 22Q: 3 clusters Score -396867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -396888.843750 Penalty: 3961.475098
	Iteration 23Q: 3 clusters Score -396888.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -396915.562500 Penalty: 3961.475098
	Iteration 24Q: 3 clusters Score -396915.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -396942.031250 Penalty: 3961.475098
	Iteration 25Q: 3 clusters Score -396942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -396968.218750 Penalty: 3961.475098
	Iteration 26Q: 3 clusters Score -396968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -396995.812500 Penalty: 3961.475098
	Iteration 27Q: 3 clusters Score -396995.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -397037.468750 Penalty: 3961.475098
	Iteration 28Q: 3 clusters Score -397037.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -397075.500000 Penalty: 3961.475098
	Iteration 29Q: 3 clusters Score -397075.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -397108.312500 Penalty: 3961.475098
	Iteration 30Q: 3 clusters Score -397108.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -397128.062500 Penalty: 3961.475098
	Iteration 31Q: 3 clusters Score -397128.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -397144.375000 Penalty: 3961.475098
	Iteration 32Q: 3 clusters Score -397144.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -397160.312500 Penalty: 3961.475098
	Iteration 33Q: 3 clusters Score -397160.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -397174.937500 Penalty: 3961.475098
	Iteration 34Q: 3 clusters Score -397174.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -397180.468750 Penalty: 3961.475098
	Iteration 35Q: 3 clusters Score -397180.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -397181.406250 Penalty: 3961.475098
	Iteration 36Q: 3 clusters Score -397181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -397181.187500 Penalty: 3961.475098
	Iteration 37Q: 3 clusters Score -397181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -397181.093750 Penalty: 3961.475098
	Iteration 38Q: 3 clusters Score -397181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -397182.343750 Penalty: 3961.475098
	Iteration 39Q: 3 clusters Score -397182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -397182.343750 Penalty: 3961.475098
	Iteration 40F: 3 clusters Score -397182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1272 members 
Entering Unmasked Estep 
Score: -115060224.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115061536.000000 to -115060224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1771894.000000 Penalty: 2328.697266
	Iteration 0F: 2 clusters Score -1771894 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 5977 members 
Entering Unmasked Estep 
Score: -1762978.125000 Penalty: 4657.394531
	Iteration 0F: 3 clusters Score -1762978 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1765881.750000 Penalty: 4657.394531
	Iteration 1F: 3 clusters Score -1765882 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1766422.250000 Penalty: 4657.394531
	Iteration 2F: 3 clusters Score -1766422 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1766978.125000 Penalty: 4657.394531
	Iteration 3F: 3 clusters Score -1766978 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1767552.000000 Penalty: 4657.394531
	Iteration 4F: 3 clusters Score -1767552 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1768024.375000 Penalty: 4657.394531
	Iteration 5F: 3 clusters Score -1768024 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1768349.000000 Penalty: 4657.394531
	Iteration 6Q: 3 clusters Score -1768349 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1768583.750000 Penalty: 4657.394531
	Iteration 7Q: 3 clusters Score -1768584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1768730.125000 Penalty: 4657.394531
	Iteration 8Q: 3 clusters Score -1768730 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1768822.875000 Penalty: 4657.394531
	Iteration 9Q: 3 clusters Score -1768823 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1768869.875000 Penalty: 4657.394531
	Iteration 10Q: 3 clusters Score -1768870 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1768910.375000 Penalty: 4657.394531
	Iteration 11Q: 3 clusters Score -1768910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1768936.000000 Penalty: 4657.394531
	Iteration 12Q: 3 clusters Score -1768936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1768952.875000 Penalty: 4657.394531
	Iteration 13Q: 3 clusters Score -1768953 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1768976.625000 Penalty: 4657.394531
	Iteration 14Q: 3 clusters Score -1768977 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1769000.125000 Penalty: 4657.394531
	Iteration 15Q: 3 clusters Score -1769000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1769019.125000 Penalty: 4657.394531
	Iteration 16Q: 3 clusters Score -1769019 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1769030.375000 Penalty: 4657.394531
	Iteration 17Q: 3 clusters Score -1769030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1769037.875000 Penalty: 4657.394531
	Iteration 18Q: 3 clusters Score -1769038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1769063.125000 Penalty: 4657.394531
	Iteration 19Q: 3 clusters Score -1769063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1769075.000000 Penalty: 4657.394531
	Iteration 20F: 3 clusters Score -1769075 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1769082.375000 Penalty: 4657.394531
	Iteration 21Q: 3 clusters Score -1769082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1769095.875000 Penalty: 4657.394531
	Iteration 22Q: 3 clusters Score -1769096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1769096.625000 Penalty: 4657.394531
	Iteration 23Q: 3 clusters Score -1769097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1769104.000000 Penalty: 4657.394531
	Iteration 24Q: 3 clusters Score -1769104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1769104.125000 Penalty: 4657.394531
	Iteration 25Q: 3 clusters Score -1769104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1769105.750000 Penalty: 4657.394531
	Iteration 26Q: 3 clusters Score -1769106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1769109.625000 Penalty: 4657.394531
	Iteration 27Q: 3 clusters Score -1769110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1769110.625000 Penalty: 4657.394531
	Iteration 28Q: 3 clusters Score -1769111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1769110.125000 Penalty: 4657.394531
	Iteration 29Q: 3 clusters Score -1769110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1769111.500000 Penalty: 4657.394531
	Iteration 30Q: 3 clusters Score -1769112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1769111.250000 Penalty: 4657.394531
	Iteration 31Q: 3 clusters Score -1769111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1769115.750000 Penalty: 4657.394531
	Iteration 32Q: 3 clusters Score -1769116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1769119.125000 Penalty: 4657.394531
	Iteration 33Q: 3 clusters Score -1769119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1769116.875000 Penalty: 4657.394531
	Iteration 34Q: 3 clusters Score -1769117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1769120.250000 Penalty: 4657.394531
	Iteration 35Q: 3 clusters Score -1769120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1769120.250000 Penalty: 4657.394531
	Iteration 36Q: 3 clusters Score -1769120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1769119.500000 Penalty: 4657.394531
	Iteration 37Q: 3 clusters Score -1769120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1769119.500000 Penalty: 4657.394531
	Iteration 38F: 3 clusters Score -1769120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80751 members 
Entering Unmasked Estep 
Score: -12039543.000000 Penalty: 2802.183105
	Iteration 0F: 2 clusters Score -1.203954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -11985289.000000 Penalty: 5604.366211
	Iteration 0F: 3 clusters Score -1.198529e+07 nChanged 38100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -12007012.000000 Penalty: 5604.366211
	Iteration 1F: 3 clusters Score -1.200701e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -12007662.000000 Penalty: 5604.366211
	Iteration 2Q: 3 clusters Score -1.200766e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -12008500.000000 Penalty: 5604.366211
	Iteration 3Q: 3 clusters Score -1.20085e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -12009258.000000 Penalty: 5604.366211
	Iteration 4Q: 3 clusters Score -1.200926e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -12010224.000000 Penalty: 5604.366211
	Iteration 5Q: 3 clusters Score -1.201022e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -12011365.000000 Penalty: 5604.366211
	Iteration 6Q: 3 clusters Score -1.201136e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -12012859.000000 Penalty: 5604.366211
	Iteration 7Q: 3 clusters Score -1.201286e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -12014866.000000 Penalty: 5604.366211
	Iteration 8Q: 3 clusters Score -1.201487e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -12017373.000000 Penalty: 5604.366211
	Iteration 9F: 3 clusters Score -1.201737e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -12020211.000000 Penalty: 5604.366211
	Iteration 10F: 3 clusters Score -1.202021e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -12022651.000000 Penalty: 5604.366211
	Iteration 11F: 3 clusters Score -1.202265e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -12024113.000000 Penalty: 5604.366211
	Iteration 12Q: 3 clusters Score -1.202411e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -12024780.000000 Penalty: 5604.366211
	Iteration 13Q: 3 clusters Score -1.202478e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -12025110.000000 Penalty: 5604.366211
	Iteration 14Q: 3 clusters Score -1.202511e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -12025340.000000 Penalty: 5604.366211
	Iteration 15Q: 3 clusters Score -1.202534e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -12025519.000000 Penalty: 5604.366211
	Iteration 16Q: 3 clusters Score -1.202552e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -12025683.000000 Penalty: 5604.366211
	Iteration 17Q: 3 clusters Score -1.202568e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -12025819.000000 Penalty: 5604.366211
	Iteration 18Q: 3 clusters Score -1.202582e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -12026028.000000 Penalty: 5604.366211
	Iteration 19Q: 3 clusters Score -1.202603e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -12026176.000000 Penalty: 5604.366211
	Iteration 20F: 3 clusters Score -1.202618e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -12026326.000000 Penalty: 5604.366211
	Iteration 21Q: 3 clusters Score -1.202633e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -12026516.000000 Penalty: 5604.366211
	Iteration 22Q: 3 clusters Score -1.202652e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -12026652.000000 Penalty: 5604.366211
	Iteration 23Q: 3 clusters Score -1.202665e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -12026806.000000 Penalty: 5604.366211
	Iteration 24Q: 3 clusters Score -1.202681e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -12026979.000000 Penalty: 5604.366211
	Iteration 25Q: 3 clusters Score -1.202698e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -12027199.000000 Penalty: 5604.366211
	Iteration 26Q: 3 clusters Score -1.20272e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -12027475.000000 Penalty: 5604.366211
	Iteration 27Q: 3 clusters Score -1.202748e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -12027774.000000 Penalty: 5604.366211
	Iteration 28Q: 3 clusters Score -1.202777e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -12028099.000000 Penalty: 5604.366211
	Iteration 29Q: 3 clusters Score -1.20281e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -12028342.000000 Penalty: 5604.366211
	Iteration 30Q: 3 clusters Score -1.202834e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -12028575.000000 Penalty: 5604.366211
	Iteration 31Q: 3 clusters Score -1.202858e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -12028855.000000 Penalty: 5604.366211
	Iteration 32Q: 3 clusters Score -1.202886e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -12029199.000000 Penalty: 5604.366211
	Iteration 33Q: 3 clusters Score -1.20292e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -12029614.000000 Penalty: 5604.366211
	Iteration 34Q: 3 clusters Score -1.202961e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -12030067.000000 Penalty: 5604.366211
	Iteration 35Q: 3 clusters Score -1.203007e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -12030463.000000 Penalty: 5604.366211
	Iteration 36Q: 3 clusters Score -1.203046e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -12030883.000000 Penalty: 5604.366211
	Iteration 37Q: 3 clusters Score -1.203088e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -12031363.000000 Penalty: 5604.366211
	Iteration 38Q: 3 clusters Score -1.203136e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -12031855.000000 Penalty: 5604.366211
	Iteration 39Q: 3 clusters Score -1.203186e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -12032374.000000 Penalty: 5604.366211
	Iteration 40F: 3 clusters Score -1.203237e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -12032830.000000 Penalty: 5604.366211
	Iteration 41Q: 3 clusters Score -1.203283e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -12033368.000000 Penalty: 5604.366211
	Iteration 42Q: 3 clusters Score -1.203337e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -12033908.000000 Penalty: 5604.366211
	Iteration 43Q: 3 clusters Score -1.203391e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -12034344.000000 Penalty: 5604.366211
	Iteration 44Q: 3 clusters Score -1.203434e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73474 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -12034791.000000 Penalty: 5604.366211
	Iteration 45Q: 3 clusters Score -1.203479e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74336 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -12035143.000000 Penalty: 5604.366211
	Iteration 46Q: 3 clusters Score -1.203514e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75110 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -12035473.000000 Penalty: 5604.366211
	Iteration 47Q: 3 clusters Score -1.203547e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -12035744.000000 Penalty: 5604.366211
	Iteration 48Q: 3 clusters Score -1.203574e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -12035991.000000 Penalty: 5604.366211
	Iteration 49Q: 3 clusters Score -1.203599e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76912 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -12036187.000000 Penalty: 5604.366211
	Iteration 50Q: 3 clusters Score -1.203619e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -12036351.000000 Penalty: 5604.366211
	Iteration 51Q: 3 clusters Score -1.203635e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -12036559.000000 Penalty: 5604.366211
	Iteration 52Q: 3 clusters Score -1.203656e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -12036658.000000 Penalty: 5604.366211
	Iteration 53Q: 3 clusters Score -1.203666e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -12036743.000000 Penalty: 5604.366211
	Iteration 54Q: 3 clusters Score -1.203674e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -12036863.000000 Penalty: 5604.366211
	Iteration 55Q: 3 clusters Score -1.203686e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12036959.000000 Penalty: 5604.366211
	Iteration 56Q: 3 clusters Score -1.203696e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12037044.000000 Penalty: 5604.366211
	Iteration 57Q: 3 clusters Score -1.203704e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -12037115.000000 Penalty: 5604.366211
	Iteration 58Q: 3 clusters Score -1.203712e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -12037184.000000 Penalty: 5604.366211
	Iteration 59Q: 3 clusters Score -1.203718e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -12037245.000000 Penalty: 5604.366211
	Iteration 60F: 3 clusters Score -1.203724e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -12037268.000000 Penalty: 5604.366211
	Iteration 61Q: 3 clusters Score -1.203727e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -12037298.000000 Penalty: 5604.366211
	Iteration 62Q: 3 clusters Score -1.20373e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79704 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12037347.000000 Penalty: 5604.366211
	Iteration 63Q: 3 clusters Score -1.203735e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79769 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -12037395.000000 Penalty: 5604.366211
	Iteration 64Q: 3 clusters Score -1.20374e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12037422.000000 Penalty: 5604.366211
	Iteration 65Q: 3 clusters Score -1.203742e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12037449.000000 Penalty: 5604.366211
	Iteration 66Q: 3 clusters Score -1.203745e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12037478.000000 Penalty: 5604.366211
	Iteration 67Q: 3 clusters Score -1.203748e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -12037530.000000 Penalty: 5604.366211
	Iteration 68Q: 3 clusters Score -1.203753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -12037549.000000 Penalty: 5604.366211
	Iteration 69Q: 3 clusters Score -1.203755e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80002 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12037572.000000 Penalty: 5604.366211
	Iteration 70Q: 3 clusters Score -1.203757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12037580.000000 Penalty: 5604.366211
	Iteration 71Q: 3 clusters Score -1.203758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12037582.000000 Penalty: 5604.366211
	Iteration 72Q: 3 clusters Score -1.203758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80042 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12037603.000000 Penalty: 5604.366211
	Iteration 73Q: 3 clusters Score -1.20376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12037602.000000 Penalty: 5604.366211
	Iteration 74Q: 3 clusters Score -1.20376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12037611.000000 Penalty: 5604.366211
	Iteration 75Q: 3 clusters Score -1.203761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12037620.000000 Penalty: 5604.366211
	Iteration 76Q: 3 clusters Score -1.203762e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12037636.000000 Penalty: 5604.366211
	Iteration 77Q: 3 clusters Score -1.203764e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80088 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12037645.000000 Penalty: 5604.366211
	Iteration 78Q: 3 clusters Score -1.203764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12037661.000000 Penalty: 5604.366211
	Iteration 79Q: 3 clusters Score -1.203766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12037667.000000 Penalty: 5604.366211
	Iteration 80F: 3 clusters Score -1.203767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12037671.000000 Penalty: 5604.366211
	Iteration 81Q: 3 clusters Score -1.203767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12037672.000000 Penalty: 5604.366211
	Iteration 82Q: 3 clusters Score -1.203767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12037679.000000 Penalty: 5604.366211
	Iteration 83Q: 3 clusters Score -1.203768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12037664.000000 Penalty: 5604.366211
	Iteration 84Q: 3 clusters Score -1.203766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -12037665.000000 Penalty: 5604.366211
	Iteration 85Q: 3 clusters Score -1.203766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -12037668.000000 Penalty: 5604.366211
	Iteration 86Q: 3 clusters Score -1.203767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12037668.000000 Penalty: 5604.366211
	Iteration 87Q: 3 clusters Score -1.203767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12037668.000000 Penalty: 5604.366211
	Iteration 88Q: 3 clusters Score -1.203767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12037668.000000 Penalty: 5604.366211
	Iteration 89F: 3 clusters Score -1.203767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Entering Unmasked Estep 
Score: -5866705.500000 Penalty: 2622.872803
	Iteration 0F: 2 clusters Score -5866706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -5840244.000000 Penalty: 5245.745605
	Iteration 0F: 3 clusters Score -5840244 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -5850069.500000 Penalty: 5245.745605
	Iteration 1F: 3 clusters Score -5850070 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5850678.000000 Penalty: 5245.745605
	Iteration 2Q: 3 clusters Score -5850678 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -5851258.500000 Penalty: 5245.745605
	Iteration 3Q: 3 clusters Score -5851258 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -5852016.500000 Penalty: 5245.745605
	Iteration 4Q: 3 clusters Score -5852016 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5852920.000000 Penalty: 5245.745605
	Iteration 5Q: 3 clusters Score -5852920 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -5854002.500000 Penalty: 5245.745605
	Iteration 6F: 3 clusters Score -5854002 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5855199.500000 Penalty: 5245.745605
	Iteration 7F: 3 clusters Score -5855200 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -5856425.500000 Penalty: 5245.745605
	Iteration 8F: 3 clusters Score -5856426 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5857438.500000 Penalty: 5245.745605
	Iteration 9F: 3 clusters Score -5857438 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -5858256.000000 Penalty: 5245.745605
	Iteration 10Q: 3 clusters Score -5858256 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -5858997.000000 Penalty: 5245.745605
	Iteration 11Q: 3 clusters Score -5858997 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -5859690.500000 Penalty: 5245.745605
	Iteration 12Q: 3 clusters Score -5859690 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -5860371.000000 Penalty: 5245.745605
	Iteration 13Q: 3 clusters Score -5860371 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -5861056.500000 Penalty: 5245.745605
	Iteration 14Q: 3 clusters Score -5861056 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -5861799.500000 Penalty: 5245.745605
	Iteration 15Q: 3 clusters Score -5861800 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5862526.000000 Penalty: 5245.745605
	Iteration 16Q: 3 clusters Score -5862526 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -5863184.500000 Penalty: 5245.745605
	Iteration 17Q: 3 clusters Score -5863184 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -5863740.500000 Penalty: 5245.745605
	Iteration 18Q: 3 clusters Score -5863740 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -5864140.500000 Penalty: 5245.745605
	Iteration 19Q: 3 clusters Score -5864140 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -5864427.000000 Penalty: 5245.745605
	Iteration 20F: 3 clusters Score -5864427 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -5864535.500000 Penalty: 5245.745605
	Iteration 21Q: 3 clusters Score -5864536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -5864599.000000 Penalty: 5245.745605
	Iteration 22Q: 3 clusters Score -5864599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5864629.000000 Penalty: 5245.745605
	Iteration 23Q: 3 clusters Score -5864629 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5864658.000000 Penalty: 5245.745605
	Iteration 24Q: 3 clusters Score -5864658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5864679.000000 Penalty: 5245.745605
	Iteration 25Q: 3 clusters Score -5864679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -5864704.500000 Penalty: 5245.745605
	Iteration 26Q: 3 clusters Score -5864704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -5864705.000000 Penalty: 5245.745605
	Iteration 27Q: 3 clusters Score -5864705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5864715.000000 Penalty: 5245.745605
	Iteration 28Q: 3 clusters Score -5864715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5864726.000000 Penalty: 5245.745605
	Iteration 29Q: 3 clusters Score -5864726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -5864731.500000 Penalty: 5245.745605
	Iteration 30Q: 3 clusters Score -5864732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5864746.000000 Penalty: 5245.745605
	Iteration 31Q: 3 clusters Score -5864746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5864734.500000 Penalty: 5245.745605
	Iteration 32Q: 3 clusters Score -5864734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5864746.500000 Penalty: 5245.745605
	Iteration 33Q: 3 clusters Score -5864746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5864742.500000 Penalty: 5245.745605
	Iteration 34Q: 3 clusters Score -5864742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -5864745.000000 Penalty: 5245.745605
	Iteration 35Q: 3 clusters Score -5864745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -5864759.500000 Penalty: 5245.745605
	Iteration 36Q: 3 clusters Score -5864760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -5864765.500000 Penalty: 5245.745605
	Iteration 37Q: 3 clusters Score -5864766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -5864762.500000 Penalty: 5245.745605
	Iteration 38Q: 3 clusters Score -5864762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5864767.000000 Penalty: 5245.745605
	Iteration 39Q: 3 clusters Score -5864767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -5864767.000000 Penalty: 5245.745605
	Iteration 40F: 3 clusters Score -5864767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -5864767.500000 Penalty: 5245.745605
	Iteration 41Q: 3 clusters Score -5864768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -5864771.500000 Penalty: 5245.745605
	Iteration 42Q: 3 clusters Score -5864772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5864774.000000 Penalty: 5245.745605
	Iteration 43Q: 3 clusters Score -5864774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -5864773.500000 Penalty: 5245.745605
	Iteration 44Q: 3 clusters Score -5864774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -5864768.000000 Penalty: 5245.745605
	Iteration 45Q: 3 clusters Score -5864768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5864761.000000 Penalty: 5245.745605
	Iteration 46Q: 3 clusters Score -5864761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -5864760.000000 Penalty: 5245.745605
	Iteration 47Q: 3 clusters Score -5864760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -5864761.000000 Penalty: 5245.745605
	Iteration 48Q: 3 clusters Score -5864761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5864768.000000 Penalty: 5245.745605
	Iteration 49Q: 3 clusters Score -5864768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -5864773.500000 Penalty: 5245.745605
	Iteration 50Q: 3 clusters Score -5864774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -5864775.500000 Penalty: 5245.745605
	Iteration 51Q: 3 clusters Score -5864776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -5864771.500000 Penalty: 5245.745605
	Iteration 52Q: 3 clusters Score -5864772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -5864774.000000 Penalty: 5245.745605
	Iteration 53Q: 3 clusters Score -5864774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5864772.500000 Penalty: 5245.745605
	Iteration 54Q: 3 clusters Score -5864772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -5864787.000000 Penalty: 5245.745605
	Iteration 55Q: 3 clusters Score -5864787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -5864787.000000 Penalty: 5245.745605
	Iteration 56Q: 3 clusters Score -5864787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -5864786.500000 Penalty: 5245.745605
	Iteration 57Q: 3 clusters Score -5864786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -5864795.000000 Penalty: 5245.745605
	Iteration 58Q: 3 clusters Score -5864795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5864792.500000 Penalty: 5245.745605
	Iteration 59Q: 3 clusters Score -5864792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5864791.000000 Penalty: 5245.745605
	Iteration 60F: 3 clusters Score -5864791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5864795.500000 Penalty: 5245.745605
	Iteration 61Q: 3 clusters Score -5864796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -5864798.500000 Penalty: 5245.745605
	Iteration 62Q: 3 clusters Score -5864798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -5864799.000000 Penalty: 5245.745605
	Iteration 63Q: 3 clusters Score -5864799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5864802.000000 Penalty: 5245.745605
	Iteration 64Q: 3 clusters Score -5864802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5864798.000000 Penalty: 5245.745605
	Iteration 65Q: 3 clusters Score -5864798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5864800.500000 Penalty: 5245.745605
	Iteration 66Q: 3 clusters Score -5864800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5864799.500000 Penalty: 5245.745605
	Iteration 67Q: 3 clusters Score -5864800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -5864801.000000 Penalty: 5245.745605
	Iteration 68Q: 3 clusters Score -5864801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5864804.000000 Penalty: 5245.745605
	Iteration 69Q: 3 clusters Score -5864804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5864807.500000 Penalty: 5245.745605
	Iteration 70Q: 3 clusters Score -5864808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -5864808.000000 Penalty: 5245.745605
	Iteration 71Q: 3 clusters Score -5864808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -5864811.000000 Penalty: 5245.745605
	Iteration 72Q: 3 clusters Score -5864811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -5864807.500000 Penalty: 5245.745605
	Iteration 73Q: 3 clusters Score -5864808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5864807.500000 Penalty: 5245.745605
	Iteration 74Q: 3 clusters Score -5864808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -5864807.500000 Penalty: 5245.745605
	Iteration 75F: 3 clusters Score -5864808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Entering Unmasked Estep 
Score: -498111.718750 Penalty: 2027.535767
	Iteration 0F: 2 clusters Score -498111.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -494576.718750 Penalty: 4055.071533
	Iteration 0F: 3 clusters Score -494576.7 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -495811.468750 Penalty: 4055.071533
	Iteration 1F: 3 clusters Score -495811.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -496719.718750 Penalty: 4055.071533
	Iteration 2F: 3 clusters Score -496719.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -497533.031250 Penalty: 4055.071533
	Iteration 3F: 3 clusters Score -497533 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -498065.875000 Penalty: 4055.071533
	Iteration 4F: 3 clusters Score -498065.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -498329.312500 Penalty: 4055.071533
	Iteration 5F: 3 clusters Score -498329.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -498453.156250 Penalty: 4055.071533
	Iteration 6Q: 3 clusters Score -498453.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -498532.562500 Penalty: 4055.071533
	Iteration 7Q: 3 clusters Score -498532.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -498571.281250 Penalty: 4055.071533
	Iteration 8Q: 3 clusters Score -498571.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -498595.875000 Penalty: 4055.071533
	Iteration 9Q: 3 clusters Score -498595.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -498604.281250 Penalty: 4055.071533
	Iteration 10Q: 3 clusters Score -498604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -498608.281250 Penalty: 4055.071533
	Iteration 11Q: 3 clusters Score -498608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -498612.343750 Penalty: 4055.071533
	Iteration 12Q: 3 clusters Score -498612.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -498616.250000 Penalty: 4055.071533
	Iteration 13Q: 3 clusters Score -498616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -498620.031250 Penalty: 4055.071533
	Iteration 14Q: 3 clusters Score -498620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -498620.750000 Penalty: 4055.071533
	Iteration 15Q: 3 clusters Score -498620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -498621.375000 Penalty: 4055.071533
	Iteration 16Q: 3 clusters Score -498621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -498621.375000 Penalty: 4055.071533
	Iteration 17F: 3 clusters Score -498621.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 2463 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1090 members 
Entering Unmasked Estep 
Score: -115061024.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115061536.000000 to -115061024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (58593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Entering Unmasked Estep 
Score: -8221995.500000 Penalty: 2722.635986
	Iteration 0F: 2 clusters Score -8221996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -8182673.000000 Penalty: 5445.271973
	Iteration 0F: 3 clusters Score -8182673 nChanged 27248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -8198666.000000 Penalty: 5445.271973
	Iteration 1F: 3 clusters Score -8198666 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -8200045.500000 Penalty: 5445.271973
	Iteration 2F: 3 clusters Score -8200046 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -8201725.500000 Penalty: 5445.271973
	Iteration 3F: 3 clusters Score -8201726 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -8203940.500000 Penalty: 5445.271973
	Iteration 4F: 3 clusters Score -8203940 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8206509.500000 Penalty: 5445.271973
	Iteration 5F: 3 clusters Score -8206510 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8209414.000000 Penalty: 5445.271973
	Iteration 6F: 3 clusters Score -8209414 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -8212520.500000 Penalty: 5445.271973
	Iteration 7F: 3 clusters Score -8212520 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -8215354.500000 Penalty: 5445.271973
	Iteration 8F: 3 clusters Score -8215354 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -8217585.000000 Penalty: 5445.271973
	Iteration 9Q: 3 clusters Score -8217585 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -8218858.000000 Penalty: 5445.271973
	Iteration 10Q: 3 clusters Score -8218858 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -8219563.000000 Penalty: 5445.271973
	Iteration 11Q: 3 clusters Score -8219563 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -8220006.500000 Penalty: 5445.271973
	Iteration 12Q: 3 clusters Score -8220006 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -8220277.500000 Penalty: 5445.271973
	Iteration 13Q: 3 clusters Score -8220278 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -8220453.500000 Penalty: 5445.271973
	Iteration 14Q: 3 clusters Score -8220454 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 57250 members 
Entering Unmasked Estep 
Score: -8220596.000000 Penalty: 5445.271973
	Iteration 15Q: 3 clusters Score -8220596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -8220705.500000 Penalty: 5445.271973
	Iteration 16Q: 3 clusters Score -8220706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -8220784.500000 Penalty: 5445.271973
	Iteration 17Q: 3 clusters Score -8220784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -8220832.000000 Penalty: 5445.271973
	Iteration 18Q: 3 clusters Score -8220832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -8220876.500000 Penalty: 5445.271973
	Iteration 19Q: 3 clusters Score -8220876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -8220926.500000 Penalty: 5445.271973
	Iteration 20F: 3 clusters Score -8220926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -8220966.500000 Penalty: 5445.271973
	Iteration 21Q: 3 clusters Score -8220966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -8220999.000000 Penalty: 5445.271973
	Iteration 22Q: 3 clusters Score -8220999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -8221026.500000 Penalty: 5445.271973
	Iteration 23Q: 3 clusters Score -8221026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -8221035.500000 Penalty: 5445.271973
	Iteration 24Q: 3 clusters Score -8221036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -8221053.000000 Penalty: 5445.271973
	Iteration 25Q: 3 clusters Score -8221053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8221060.500000 Penalty: 5445.271973
	Iteration 26Q: 3 clusters Score -8221060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -8221053.500000 Penalty: 5445.271973
	Iteration 27Q: 3 clusters Score -8221054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -8221052.500000 Penalty: 5445.271973
	Iteration 28Q: 3 clusters Score -8221052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -8221052.000000 Penalty: 5445.271973
	Iteration 29Q: 3 clusters Score -8221052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -8221067.500000 Penalty: 5445.271973
	Iteration 30Q: 3 clusters Score -8221068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 57344 members 
Entering Unmasked Estep 
Score: -8221066.500000 Penalty: 5445.271973
	Iteration 31Q: 3 clusters Score -8221066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -8221075.000000 Penalty: 5445.271973
	Iteration 32Q: 3 clusters Score -8221075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -8221079.500000 Penalty: 5445.271973
	Iteration 33Q: 3 clusters Score -8221080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -8221095.500000 Penalty: 5445.271973
	Iteration 34Q: 3 clusters Score -8221096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -8221095.000000 Penalty: 5445.271973
	Iteration 35Q: 3 clusters Score -8221095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -8221095.500000 Penalty: 5445.271973
	Iteration 36Q: 3 clusters Score -8221096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8221099.500000 Penalty: 5445.271973
	Iteration 37Q: 3 clusters Score -8221100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -8221107.000000 Penalty: 5445.271973
	Iteration 38Q: 3 clusters Score -8221107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8221113.500000 Penalty: 5445.271973
	Iteration 39Q: 3 clusters Score -8221114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -8221108.000000 Penalty: 5445.271973
	Iteration 40F: 3 clusters Score -8221108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8221110.000000 Penalty: 5445.271973
	Iteration 41Q: 3 clusters Score -8221110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 57342 members 
Entering Unmasked Estep 
Score: -8221110.000000 Penalty: 5445.271973
	Iteration 42F: 3 clusters Score -8221110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -18626.261719 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -18626.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17739.855469 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -17739.86 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18066.283203 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -18066.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18117.804688 Penalty: 2710.060547
	Iteration 2F: 3 clusters Score -18117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18214.093750 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -18214.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18353.810547 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -18353.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18400.693359 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -18400.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18405.771484 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -18405.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18410.546875 Penalty: 2710.060547
	Iteration 7Q: 3 clusters Score -18410.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18410.546875 Penalty: 2710.060547
	Iteration 8F: 3 clusters Score -18410.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -445717.406250 Penalty: 1986.898193
	Iteration 0F: 2 clusters Score -445717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -442436.781250 Penalty: 3973.796387
	Iteration 0F: 3 clusters Score -442436.8 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -443122.125000 Penalty: 3973.796387
	Iteration 1F: 3 clusters Score -443122.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -443303.406250 Penalty: 3973.796387
	Iteration 2F: 3 clusters Score -443303.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -443418.125000 Penalty: 3973.796387
	Iteration 3Q: 3 clusters Score -443418.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -443506.031250 Penalty: 3973.796387
	Iteration 4Q: 3 clusters Score -443506 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -443577.187500 Penalty: 3973.796387
	Iteration 5Q: 3 clusters Score -443577.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -443625.906250 Penalty: 3973.796387
	Iteration 6Q: 3 clusters Score -443625.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -443665.000000 Penalty: 3973.796387
	Iteration 7Q: 3 clusters Score -443665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -443701.750000 Penalty: 3973.796387
	Iteration 8Q: 3 clusters Score -443701.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -443741.500000 Penalty: 3973.796387
	Iteration 9Q: 3 clusters Score -443741.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -443768.406250 Penalty: 3973.796387
	Iteration 10Q: 3 clusters Score -443768.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -443789.937500 Penalty: 3973.796387
	Iteration 11Q: 3 clusters Score -443789.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -443809.718750 Penalty: 3973.796387
	Iteration 12Q: 3 clusters Score -443809.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -443822.781250 Penalty: 3973.796387
	Iteration 13Q: 3 clusters Score -443822.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -443834.875000 Penalty: 3973.796387
	Iteration 14Q: 3 clusters Score -443834.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -443848.500000 Penalty: 3973.796387
	Iteration 15Q: 3 clusters Score -443848.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -443867.687500 Penalty: 3973.796387
	Iteration 16Q: 3 clusters Score -443867.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -443889.562500 Penalty: 3973.796387
	Iteration 17Q: 3 clusters Score -443889.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -443910.250000 Penalty: 3973.796387
	Iteration 18Q: 3 clusters Score -443910.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -443930.781250 Penalty: 3973.796387
	Iteration 19Q: 3 clusters Score -443930.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -443954.718750 Penalty: 3973.796387
	Iteration 20F: 3 clusters Score -443954.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -443982.093750 Penalty: 3973.796387
	Iteration 21Q: 3 clusters Score -443982.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -444005.531250 Penalty: 3973.796387
	Iteration 22Q: 3 clusters Score -444005.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -444036.937500 Penalty: 3973.796387
	Iteration 23Q: 3 clusters Score -444036.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -444070.468750 Penalty: 3973.796387
	Iteration 24Q: 3 clusters Score -444070.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -444112.875000 Penalty: 3973.796387
	Iteration 25Q: 3 clusters Score -444112.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -444152.062500 Penalty: 3973.796387
	Iteration 26Q: 3 clusters Score -444152.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -444186.531250 Penalty: 3973.796387
	Iteration 27Q: 3 clusters Score -444186.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -444206.593750 Penalty: 3973.796387
	Iteration 28Q: 3 clusters Score -444206.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444230.031250 Penalty: 3973.796387
	Iteration 29Q: 3 clusters Score -444230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -444265.500000 Penalty: 3973.796387
	Iteration 30Q: 3 clusters Score -444265.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -444289.625000 Penalty: 3973.796387
	Iteration 31Q: 3 clusters Score -444289.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -444323.500000 Penalty: 3973.796387
	Iteration 32Q: 3 clusters Score -444323.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -444356.875000 Penalty: 3973.796387
	Iteration 33Q: 3 clusters Score -444356.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -444384.656250 Penalty: 3973.796387
	Iteration 34Q: 3 clusters Score -444384.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -444405.031250 Penalty: 3973.796387
	Iteration 35Q: 3 clusters Score -444405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -444426.406250 Penalty: 3973.796387
	Iteration 36Q: 3 clusters Score -444426.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -444445.531250 Penalty: 3973.796387
	Iteration 37Q: 3 clusters Score -444445.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -444458.031250 Penalty: 3973.796387
	Iteration 38Q: 3 clusters Score -444458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -444471.093750 Penalty: 3973.796387
	Iteration 39Q: 3 clusters Score -444471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -444480.156250 Penalty: 3973.796387
	Iteration 40F: 3 clusters Score -444480.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -444482.843750 Penalty: 3973.796387
	Iteration 41Q: 3 clusters Score -444482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -444487.906250 Penalty: 3973.796387
	Iteration 42Q: 3 clusters Score -444487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -444489.718750 Penalty: 3973.796387
	Iteration 43Q: 3 clusters Score -444489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -444491.312500 Penalty: 3973.796387
	Iteration 44Q: 3 clusters Score -444491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -444494.031250 Penalty: 3973.796387
	Iteration 45Q: 3 clusters Score -444494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -444494.937500 Penalty: 3973.796387
	Iteration 46Q: 3 clusters Score -444494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -444497.156250 Penalty: 3973.796387
	Iteration 47Q: 3 clusters Score -444497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -444498.500000 Penalty: 3973.796387
	Iteration 48Q: 3 clusters Score -444498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -444500.625000 Penalty: 3973.796387
	Iteration 49Q: 3 clusters Score -444500.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -444505.375000 Penalty: 3973.796387
	Iteration 50Q: 3 clusters Score -444505.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -444511.500000 Penalty: 3973.796387
	Iteration 51Q: 3 clusters Score -444511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -444516.500000 Penalty: 3973.796387
	Iteration 52Q: 3 clusters Score -444516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -444524.937500 Penalty: 3973.796387
	Iteration 53Q: 3 clusters Score -444524.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -444536.937500 Penalty: 3973.796387
	Iteration 54Q: 3 clusters Score -444536.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -444550.968750 Penalty: 3973.796387
	Iteration 55Q: 3 clusters Score -444551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -444563.375000 Penalty: 3973.796387
	Iteration 56Q: 3 clusters Score -444563.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -444581.281250 Penalty: 3973.796387
	Iteration 57Q: 3 clusters Score -444581.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -444608.281250 Penalty: 3973.796387
	Iteration 58Q: 3 clusters Score -444608.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -444642.625000 Penalty: 3973.796387
	Iteration 59Q: 3 clusters Score -444642.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -444680.625000 Penalty: 3973.796387
	Iteration 60F: 3 clusters Score -444680.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -444733.375000 Penalty: 3973.796387
	Iteration 61Q: 3 clusters Score -444733.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -444773.718750 Penalty: 3973.796387
	Iteration 62Q: 3 clusters Score -444773.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -444806.031250 Penalty: 3973.796387
	Iteration 63Q: 3 clusters Score -444806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -444827.312500 Penalty: 3973.796387
	Iteration 64Q: 3 clusters Score -444827.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -444842.468750 Penalty: 3973.796387
	Iteration 65Q: 3 clusters Score -444842.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -444851.406250 Penalty: 3973.796387
	Iteration 66Q: 3 clusters Score -444851.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -444855.125000 Penalty: 3973.796387
	Iteration 67Q: 3 clusters Score -444855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -444857.000000 Penalty: 3973.796387
	Iteration 68Q: 3 clusters Score -444857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -444859.000000 Penalty: 3973.796387
	Iteration 69Q: 3 clusters Score -444859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -444861.000000 Penalty: 3973.796387
	Iteration 70Q: 3 clusters Score -444861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -444861.218750 Penalty: 3973.796387
	Iteration 71Q: 3 clusters Score -444861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -444861.812500 Penalty: 3973.796387
	Iteration 72Q: 3 clusters Score -444861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -444862.687500 Penalty: 3973.796387
	Iteration 73Q: 3 clusters Score -444862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -444862.875000 Penalty: 3973.796387
	Iteration 74Q: 3 clusters Score -444862.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -444863.781250 Penalty: 3973.796387
	Iteration 75Q: 3 clusters Score -444863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -444863.781250 Penalty: 3973.796387
	Iteration 76F: 3 clusters Score -444863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Entering Unmasked Estep 
Score: -2234904.750000 Penalty: 2404.570312
	Iteration 0F: 2 clusters Score -2234905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2223314.000000 Penalty: 4809.140625
	Iteration 0F: 3 clusters Score -2223314 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2227523.000000 Penalty: 4809.140625
	Iteration 1F: 3 clusters Score -2227523 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2228302.000000 Penalty: 4809.140625
	Iteration 2F: 3 clusters Score -2228302 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2229039.750000 Penalty: 4809.140625
	Iteration 3F: 3 clusters Score -2229040 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2229683.750000 Penalty: 4809.140625
	Iteration 4F: 3 clusters Score -2229684 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2230284.250000 Penalty: 4809.140625
	Iteration 5F: 3 clusters Score -2230284 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2230867.500000 Penalty: 4809.140625
	Iteration 6F: 3 clusters Score -2230868 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2231335.250000 Penalty: 4809.140625
	Iteration 7Q: 3 clusters Score -2231335 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2231689.000000 Penalty: 4809.140625
	Iteration 8Q: 3 clusters Score -2231689 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2231972.000000 Penalty: 4809.140625
	Iteration 9Q: 3 clusters Score -2231972 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2232179.250000 Penalty: 4809.140625
	Iteration 10Q: 3 clusters Score -2232179 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2232343.750000 Penalty: 4809.140625
	Iteration 11Q: 3 clusters Score -2232344 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2232479.750000 Penalty: 4809.140625
	Iteration 12Q: 3 clusters Score -2232480 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2232621.250000 Penalty: 4809.140625
	Iteration 13Q: 3 clusters Score -2232621 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2232749.000000 Penalty: 4809.140625
	Iteration 14Q: 3 clusters Score -2232749 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2232857.250000 Penalty: 4809.140625
	Iteration 15Q: 3 clusters Score -2232857 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -2232956.000000 Penalty: 4809.140625
	Iteration 16Q: 3 clusters Score -2232956 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2233054.250000 Penalty: 4809.140625
	Iteration 17Q: 3 clusters Score -2233054 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2233139.000000 Penalty: 4809.140625
	Iteration 18Q: 3 clusters Score -2233139 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2233236.750000 Penalty: 4809.140625
	Iteration 19Q: 3 clusters Score -2233237 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2233323.500000 Penalty: 4809.140625
	Iteration 20F: 3 clusters Score -2233324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2233394.750000 Penalty: 4809.140625
	Iteration 21Q: 3 clusters Score -2233395 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2233440.500000 Penalty: 4809.140625
	Iteration 22Q: 3 clusters Score -2233440 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2233499.750000 Penalty: 4809.140625
	Iteration 23Q: 3 clusters Score -2233500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2233538.500000 Penalty: 4809.140625
	Iteration 24Q: 3 clusters Score -2233538 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2233564.250000 Penalty: 4809.140625
	Iteration 25Q: 3 clusters Score -2233564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2233588.500000 Penalty: 4809.140625
	Iteration 26Q: 3 clusters Score -2233588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2233606.250000 Penalty: 4809.140625
	Iteration 27Q: 3 clusters Score -2233606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2233626.250000 Penalty: 4809.140625
	Iteration 28Q: 3 clusters Score -2233626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2233646.000000 Penalty: 4809.140625
	Iteration 29Q: 3 clusters Score -2233646 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2233660.250000 Penalty: 4809.140625
	Iteration 30Q: 3 clusters Score -2233660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2233671.000000 Penalty: 4809.140625
	Iteration 31Q: 3 clusters Score -2233671 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2233687.000000 Penalty: 4809.140625
	Iteration 32Q: 3 clusters Score -2233687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2233699.750000 Penalty: 4809.140625
	Iteration 33Q: 3 clusters Score -2233700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2233706.500000 Penalty: 4809.140625
	Iteration 34Q: 3 clusters Score -2233706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2233714.500000 Penalty: 4809.140625
	Iteration 35Q: 3 clusters Score -2233714 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2233724.500000 Penalty: 4809.140625
	Iteration 36Q: 3 clusters Score -2233724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2233736.250000 Penalty: 4809.140625
	Iteration 37Q: 3 clusters Score -2233736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2233747.250000 Penalty: 4809.140625
	Iteration 38Q: 3 clusters Score -2233747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2233754.250000 Penalty: 4809.140625
	Iteration 39Q: 3 clusters Score -2233754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2233756.500000 Penalty: 4809.140625
	Iteration 40F: 3 clusters Score -2233756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2233762.000000 Penalty: 4809.140625
	Iteration 41Q: 3 clusters Score -2233762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2233764.000000 Penalty: 4809.140625
	Iteration 42Q: 3 clusters Score -2233764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2233771.000000 Penalty: 4809.140625
	Iteration 43Q: 3 clusters Score -2233771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2233768.250000 Penalty: 4809.140625
	Iteration 44Q: 3 clusters Score -2233768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2233769.500000 Penalty: 4809.140625
	Iteration 45Q: 3 clusters Score -2233770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2233771.500000 Penalty: 4809.140625
	Iteration 46Q: 3 clusters Score -2233772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2233772.750000 Penalty: 4809.140625
	Iteration 47Q: 3 clusters Score -2233773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2233776.750000 Penalty: 4809.140625
	Iteration 48Q: 3 clusters Score -2233777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2233777.000000 Penalty: 4809.140625
	Iteration 49Q: 3 clusters Score -2233777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2233779.000000 Penalty: 4809.140625
	Iteration 50Q: 3 clusters Score -2233779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2233779.250000 Penalty: 4809.140625
	Iteration 51Q: 3 clusters Score -2233779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2233780.000000 Penalty: 4809.140625
	Iteration 52Q: 3 clusters Score -2233780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2233778.000000 Penalty: 4809.140625
	Iteration 53Q: 3 clusters Score -2233778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2233780.000000 Penalty: 4809.140625
	Iteration 54Q: 3 clusters Score -2233780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2233777.000000 Penalty: 4809.140625
	Iteration 55Q: 3 clusters Score -2233777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2233775.500000 Penalty: 4809.140625
	Iteration 56Q: 3 clusters Score -2233776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2233776.750000 Penalty: 4809.140625
	Iteration 57Q: 3 clusters Score -2233777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2233776.750000 Penalty: 4809.140625
	Iteration 58F: 3 clusters Score -2233777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -46145.824219 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -46145.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44781.902344 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -44781.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45019.867188 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -45019.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45114.820312 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -45114.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45165.757812 Penalty: 2938.430908
	Iteration 3Q: 3 clusters Score -45165.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -45195.421875 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -45195.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45211.570312 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -45211.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45221.476562 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -45221.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45222.972656 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -45222.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45222.972656 Penalty: 2938.430908
	Iteration 8F: 3 clusters Score -45222.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -1107794.750000 Penalty: 2215.483154
	Iteration 0F: 2 clusters Score -1107795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1101684.250000 Penalty: 4430.966309
	Iteration 0F: 3 clusters Score -1101684 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1103395.750000 Penalty: 4430.966309
	Iteration 1F: 3 clusters Score -1103396 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1103775.500000 Penalty: 4430.966309
	Iteration 2F: 3 clusters Score -1103776 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1104182.500000 Penalty: 4430.966309
	Iteration 3F: 3 clusters Score -1104182 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1104656.000000 Penalty: 4430.966309
	Iteration 4F: 3 clusters Score -1104656 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1105128.875000 Penalty: 4430.966309
	Iteration 5F: 3 clusters Score -1105129 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1105463.875000 Penalty: 4430.966309
	Iteration 6F: 3 clusters Score -1105464 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1105695.375000 Penalty: 4430.966309
	Iteration 7Q: 3 clusters Score -1105695 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1105834.000000 Penalty: 4430.966309
	Iteration 8Q: 3 clusters Score -1105834 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1105918.625000 Penalty: 4430.966309
	Iteration 9Q: 3 clusters Score -1105919 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1105966.000000 Penalty: 4430.966309
	Iteration 10Q: 3 clusters Score -1105966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1106002.000000 Penalty: 4430.966309
	Iteration 11Q: 3 clusters Score -1106002 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1106021.750000 Penalty: 4430.966309
	Iteration 12Q: 3 clusters Score -1106022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1106033.625000 Penalty: 4430.966309
	Iteration 13Q: 3 clusters Score -1106034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1106043.375000 Penalty: 4430.966309
	Iteration 14Q: 3 clusters Score -1106043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1106051.125000 Penalty: 4430.966309
	Iteration 15Q: 3 clusters Score -1106051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1106056.000000 Penalty: 4430.966309
	Iteration 16Q: 3 clusters Score -1106056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1106061.375000 Penalty: 4430.966309
	Iteration 17Q: 3 clusters Score -1106061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1106064.500000 Penalty: 4430.966309
	Iteration 18Q: 3 clusters Score -1106064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1106066.750000 Penalty: 4430.966309
	Iteration 19Q: 3 clusters Score -1106067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1106068.000000 Penalty: 4430.966309
	Iteration 20F: 3 clusters Score -1106068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1106067.375000 Penalty: 4430.966309
	Iteration 21Q: 3 clusters Score -1106067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1106067.750000 Penalty: 4430.966309
	Iteration 22Q: 3 clusters Score -1106068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1106068.125000 Penalty: 4430.966309
	Iteration 23Q: 3 clusters Score -1106068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1106070.375000 Penalty: 4430.966309
	Iteration 24Q: 3 clusters Score -1106070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1106071.750000 Penalty: 4430.966309
	Iteration 25Q: 3 clusters Score -1106072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1106072.625000 Penalty: 4430.966309
	Iteration 26Q: 3 clusters Score -1106073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1106072.625000 Penalty: 4430.966309
	Iteration 27F: 3 clusters Score -1106073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Entering Unmasked Estep 
Score: -912901.812500 Penalty: 2172.708984
	Iteration 0F: 2 clusters Score -912901.8 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 3112 members 
Entering Unmasked Estep 
Score: -907585.500000 Penalty: 4345.417969
	Iteration 0F: 3 clusters Score -907585.5 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -909258.375000 Penalty: 4345.417969
	Iteration 1F: 3 clusters Score -909258.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -909799.875000 Penalty: 4345.417969
	Iteration 2F: 3 clusters Score -909799.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -910224.812500 Penalty: 4345.417969
	Iteration 3F: 3 clusters Score -910224.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -910554.500000 Penalty: 4345.417969
	Iteration 4F: 3 clusters Score -910554.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -910826.000000 Penalty: 4345.417969
	Iteration 5F: 3 clusters Score -910826 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -911038.875000 Penalty: 4345.417969
	Iteration 6Q: 3 clusters Score -911038.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -911245.125000 Penalty: 4345.417969
	Iteration 7Q: 3 clusters Score -911245.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -911447.312500 Penalty: 4345.417969
	Iteration 8Q: 3 clusters Score -911447.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -911613.312500 Penalty: 4345.417969
	Iteration 9Q: 3 clusters Score -911613.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -911743.500000 Penalty: 4345.417969
	Iteration 10Q: 3 clusters Score -911743.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -911839.125000 Penalty: 4345.417969
	Iteration 11Q: 3 clusters Score -911839.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -911892.312500 Penalty: 4345.417969
	Iteration 12Q: 3 clusters Score -911892.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -911926.375000 Penalty: 4345.417969
	Iteration 13Q: 3 clusters Score -911926.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -911945.687500 Penalty: 4345.417969
	Iteration 14Q: 3 clusters Score -911945.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -911960.000000 Penalty: 4345.417969
	Iteration 15Q: 3 clusters Score -911960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -911970.562500 Penalty: 4345.417969
	Iteration 16Q: 3 clusters Score -911970.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -911974.875000 Penalty: 4345.417969
	Iteration 17Q: 3 clusters Score -911974.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -911978.375000 Penalty: 4345.417969
	Iteration 18Q: 3 clusters Score -911978.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -911981.375000 Penalty: 4345.417969
	Iteration 19Q: 3 clusters Score -911981.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -911985.750000 Penalty: 4345.417969
	Iteration 20F: 3 clusters Score -911985.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -911991.125000 Penalty: 4345.417969
	Iteration 21Q: 3 clusters Score -911991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -911992.437500 Penalty: 4345.417969
	Iteration 22Q: 3 clusters Score -911992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -911992.812500 Penalty: 4345.417969
	Iteration 23Q: 3 clusters Score -911992.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -911993.875000 Penalty: 4345.417969
	Iteration 24Q: 3 clusters Score -911993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -911995.875000 Penalty: 4345.417969
	Iteration 25Q: 3 clusters Score -911995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -911996.250000 Penalty: 4345.417969
	Iteration 26Q: 3 clusters Score -911996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -911999.625000 Penalty: 4345.417969
	Iteration 27Q: 3 clusters Score -911999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -911998.437500 Penalty: 4345.417969
	Iteration 28Q: 3 clusters Score -911998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -911998.937500 Penalty: 4345.417969
	Iteration 29Q: 3 clusters Score -911998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -912001.937500 Penalty: 4345.417969
	Iteration 30Q: 3 clusters Score -912001.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -912002.250000 Penalty: 4345.417969
	Iteration 31Q: 3 clusters Score -912002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -912002.375000 Penalty: 4345.417969
	Iteration 32Q: 3 clusters Score -912002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -912003.687500 Penalty: 4345.417969
	Iteration 33Q: 3 clusters Score -912003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -912004.375000 Penalty: 4345.417969
	Iteration 34Q: 3 clusters Score -912004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -912005.875000 Penalty: 4345.417969
	Iteration 35Q: 3 clusters Score -912005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -912005.937500 Penalty: 4345.417969
	Iteration 36Q: 3 clusters Score -912005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -912005.625000 Penalty: 4345.417969
	Iteration 37Q: 3 clusters Score -912005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -912005.625000 Penalty: 4345.417969
	Iteration 38F: 3 clusters Score -912005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Entering Unmasked Estep 
Score: -4825522.000000 Penalty: 2575.936035
	Iteration 0F: 2 clusters Score -4825522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -4803353.000000 Penalty: 5151.872070
	Iteration 0F: 3 clusters Score -4803353 nChanged 14584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4811262.500000 Penalty: 5151.872070
	Iteration 1F: 3 clusters Score -4811262 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4811763.000000 Penalty: 5151.872070
	Iteration 2Q: 3 clusters Score -4811763 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4812195.500000 Penalty: 5151.872070
	Iteration 3Q: 3 clusters Score -4812196 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4812744.500000 Penalty: 5151.872070
	Iteration 4Q: 3 clusters Score -4812744 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -4813487.500000 Penalty: 5151.872070
	Iteration 5Q: 3 clusters Score -4813488 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4814548.000000 Penalty: 5151.872070
	Iteration 6F: 3 clusters Score -4814548 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4816026.000000 Penalty: 5151.872070
	Iteration 7F: 3 clusters Score -4816026 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4817756.000000 Penalty: 5151.872070
	Iteration 8F: 3 clusters Score -4817756 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4819610.000000 Penalty: 5151.872070
	Iteration 9F: 3 clusters Score -4819610 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4821245.500000 Penalty: 5151.872070
	Iteration 10F: 3 clusters Score -4821246 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -4822445.500000 Penalty: 5151.872070
	Iteration 11Q: 3 clusters Score -4822446 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4823182.000000 Penalty: 5151.872070
	Iteration 12Q: 3 clusters Score -4823182 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4823577.500000 Penalty: 5151.872070
	Iteration 13Q: 3 clusters Score -4823578 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -4823784.500000 Penalty: 5151.872070
	Iteration 14Q: 3 clusters Score -4823784 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4823881.500000 Penalty: 5151.872070
	Iteration 15Q: 3 clusters Score -4823882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -4823908.500000 Penalty: 5151.872070
	Iteration 16Q: 3 clusters Score -4823908 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -4823951.000000 Penalty: 5151.872070
	Iteration 17Q: 3 clusters Score -4823951 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4823956.000000 Penalty: 5151.872070
	Iteration 18Q: 3 clusters Score -4823956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4823965.000000 Penalty: 5151.872070
	Iteration 19Q: 3 clusters Score -4823965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4823976.000000 Penalty: 5151.872070
	Iteration 20F: 3 clusters Score -4823976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -4823982.000000 Penalty: 5151.872070
	Iteration 21Q: 3 clusters Score -4823982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -4823996.500000 Penalty: 5151.872070
	Iteration 22Q: 3 clusters Score -4823996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4823995.500000 Penalty: 5151.872070
	Iteration 23Q: 3 clusters Score -4823996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4824005.000000 Penalty: 5151.872070
	Iteration 24Q: 3 clusters Score -4824005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -4824005.500000 Penalty: 5151.872070
	Iteration 25Q: 3 clusters Score -4824006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4824005.000000 Penalty: 5151.872070
	Iteration 26Q: 3 clusters Score -4824005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4824006.500000 Penalty: 5151.872070
	Iteration 27Q: 3 clusters Score -4824006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4824006.500000 Penalty: 5151.872070
	Iteration 28F: 3 clusters Score -4824006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Entering Unmasked Estep 
Score: -1568662.000000 Penalty: 2302.722168
	Iteration 0F: 2 clusters Score -1568662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1560566.625000 Penalty: 4605.444336
	Iteration 0F: 3 clusters Score -1560567 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1563213.625000 Penalty: 4605.444336
	Iteration 1F: 3 clusters Score -1563214 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1563906.125000 Penalty: 4605.444336
	Iteration 2F: 3 clusters Score -1563906 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1564644.750000 Penalty: 4605.444336
	Iteration 3F: 3 clusters Score -1564645 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1565350.875000 Penalty: 4605.444336
	Iteration 4F: 3 clusters Score -1565351 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1565921.375000 Penalty: 4605.444336
	Iteration 5F: 3 clusters Score -1565921 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1566341.625000 Penalty: 4605.444336
	Iteration 6F: 3 clusters Score -1566342 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1566595.000000 Penalty: 4605.444336
	Iteration 7Q: 3 clusters Score -1566595 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1566753.250000 Penalty: 4605.444336
	Iteration 8Q: 3 clusters Score -1566753 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1566823.250000 Penalty: 4605.444336
	Iteration 9Q: 3 clusters Score -1566823 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1566876.875000 Penalty: 4605.444336
	Iteration 10Q: 3 clusters Score -1566877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1566905.500000 Penalty: 4605.444336
	Iteration 11Q: 3 clusters Score -1566906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1566930.125000 Penalty: 4605.444336
	Iteration 12Q: 3 clusters Score -1566930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1566940.625000 Penalty: 4605.444336
	Iteration 13Q: 3 clusters Score -1566941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1566956.250000 Penalty: 4605.444336
	Iteration 14Q: 3 clusters Score -1566956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1566969.000000 Penalty: 4605.444336
	Iteration 15Q: 3 clusters Score -1566969 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1566975.750000 Penalty: 4605.444336
	Iteration 16Q: 3 clusters Score -1566976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1566987.375000 Penalty: 4605.444336
	Iteration 17Q: 3 clusters Score -1566987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1566989.625000 Penalty: 4605.444336
	Iteration 18Q: 3 clusters Score -1566990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1566998.000000 Penalty: 4605.444336
	Iteration 19Q: 3 clusters Score -1566998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1566999.875000 Penalty: 4605.444336
	Iteration 20F: 3 clusters Score -1567000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1567007.375000 Penalty: 4605.444336
	Iteration 21Q: 3 clusters Score -1567007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1567016.250000 Penalty: 4605.444336
	Iteration 22Q: 3 clusters Score -1567016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1567028.500000 Penalty: 4605.444336
	Iteration 23Q: 3 clusters Score -1567028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1567036.125000 Penalty: 4605.444336
	Iteration 24Q: 3 clusters Score -1567036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1567038.000000 Penalty: 4605.444336
	Iteration 25Q: 3 clusters Score -1567038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1567044.000000 Penalty: 4605.444336
	Iteration 26Q: 3 clusters Score -1567044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1567052.875000 Penalty: 4605.444336
	Iteration 27Q: 3 clusters Score -1567053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1567059.875000 Penalty: 4605.444336
	Iteration 28Q: 3 clusters Score -1567060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1567067.250000 Penalty: 4605.444336
	Iteration 29Q: 3 clusters Score -1567067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1567065.125000 Penalty: 4605.444336
	Iteration 30Q: 3 clusters Score -1567065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1567072.375000 Penalty: 4605.444336
	Iteration 31Q: 3 clusters Score -1567072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1567078.500000 Penalty: 4605.444336
	Iteration 32Q: 3 clusters Score -1567078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1567083.000000 Penalty: 4605.444336
	Iteration 33Q: 3 clusters Score -1567083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1567081.375000 Penalty: 4605.444336
	Iteration 34Q: 3 clusters Score -1567081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1567086.625000 Penalty: 4605.444336
	Iteration 35Q: 3 clusters Score -1567087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1567095.375000 Penalty: 4605.444336
	Iteration 36Q: 3 clusters Score -1567095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1567100.125000 Penalty: 4605.444336
	Iteration 37Q: 3 clusters Score -1567100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1567100.625000 Penalty: 4605.444336
	Iteration 38Q: 3 clusters Score -1567101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1567105.750000 Penalty: 4605.444336
	Iteration 39Q: 3 clusters Score -1567106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1567105.125000 Penalty: 4605.444336
	Iteration 40F: 3 clusters Score -1567105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1567113.625000 Penalty: 4605.444336
	Iteration 41Q: 3 clusters Score -1567114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1567120.500000 Penalty: 4605.444336
	Iteration 42Q: 3 clusters Score -1567120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1567126.500000 Penalty: 4605.444336
	Iteration 43Q: 3 clusters Score -1567126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1567140.375000 Penalty: 4605.444336
	Iteration 44Q: 3 clusters Score -1567140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1567146.000000 Penalty: 4605.444336
	Iteration 45Q: 3 clusters Score -1567146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1567155.625000 Penalty: 4605.444336
	Iteration 46Q: 3 clusters Score -1567156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1567154.750000 Penalty: 4605.444336
	Iteration 47Q: 3 clusters Score -1567155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1567164.500000 Penalty: 4605.444336
	Iteration 48Q: 3 clusters Score -1567164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1567172.500000 Penalty: 4605.444336
	Iteration 49Q: 3 clusters Score -1567172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1567192.875000 Penalty: 4605.444336
	Iteration 50Q: 3 clusters Score -1567193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1567199.375000 Penalty: 4605.444336
	Iteration 51Q: 3 clusters Score -1567199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1567218.125000 Penalty: 4605.444336
	Iteration 52Q: 3 clusters Score -1567218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1567224.250000 Penalty: 4605.444336
	Iteration 53Q: 3 clusters Score -1567224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1567237.750000 Penalty: 4605.444336
	Iteration 54Q: 3 clusters Score -1567238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1567244.250000 Penalty: 4605.444336
	Iteration 55Q: 3 clusters Score -1567244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1567258.000000 Penalty: 4605.444336
	Iteration 56Q: 3 clusters Score -1567258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1567270.250000 Penalty: 4605.444336
	Iteration 57Q: 3 clusters Score -1567270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1567282.250000 Penalty: 4605.444336
	Iteration 58Q: 3 clusters Score -1567282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1567301.875000 Penalty: 4605.444336
	Iteration 59Q: 3 clusters Score -1567302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1567320.875000 Penalty: 4605.444336
	Iteration 60F: 3 clusters Score -1567321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1567346.250000 Penalty: 4605.444336
	Iteration 61Q: 3 clusters Score -1567346 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1567364.375000 Penalty: 4605.444336
	Iteration 62Q: 3 clusters Score -1567364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1567382.750000 Penalty: 4605.444336
	Iteration 63Q: 3 clusters Score -1567383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1567404.375000 Penalty: 4605.444336
	Iteration 64Q: 3 clusters Score -1567404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1567422.750000 Penalty: 4605.444336
	Iteration 65Q: 3 clusters Score -1567423 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1567432.625000 Penalty: 4605.444336
	Iteration 66Q: 3 clusters Score -1567433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1567447.000000 Penalty: 4605.444336
	Iteration 67Q: 3 clusters Score -1567447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1567458.250000 Penalty: 4605.444336
	Iteration 68Q: 3 clusters Score -1567458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1567471.250000 Penalty: 4605.444336
	Iteration 69Q: 3 clusters Score -1567471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1567477.625000 Penalty: 4605.444336
	Iteration 70Q: 3 clusters Score -1567478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1567491.875000 Penalty: 4605.444336
	Iteration 71Q: 3 clusters Score -1567492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1567508.125000 Penalty: 4605.444336
	Iteration 72Q: 3 clusters Score -1567508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1567523.750000 Penalty: 4605.444336
	Iteration 73Q: 3 clusters Score -1567524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1567536.500000 Penalty: 4605.444336
	Iteration 74Q: 3 clusters Score -1567536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1567545.500000 Penalty: 4605.444336
	Iteration 75Q: 3 clusters Score -1567546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1567552.125000 Penalty: 4605.444336
	Iteration 76Q: 3 clusters Score -1567552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1567560.000000 Penalty: 4605.444336
	Iteration 77Q: 3 clusters Score -1567560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1567566.500000 Penalty: 4605.444336
	Iteration 78Q: 3 clusters Score -1567566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1567576.250000 Penalty: 4605.444336
	Iteration 79Q: 3 clusters Score -1567576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1567580.250000 Penalty: 4605.444336
	Iteration 80F: 3 clusters Score -1567580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1567581.000000 Penalty: 4605.444336
	Iteration 81Q: 3 clusters Score -1567581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1567585.250000 Penalty: 4605.444336
	Iteration 82Q: 3 clusters Score -1567585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1567587.375000 Penalty: 4605.444336
	Iteration 83Q: 3 clusters Score -1567587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1567592.250000 Penalty: 4605.444336
	Iteration 84Q: 3 clusters Score -1567592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1567597.875000 Penalty: 4605.444336
	Iteration 85Q: 3 clusters Score -1567598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1567601.625000 Penalty: 4605.444336
	Iteration 86Q: 3 clusters Score -1567602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1567600.125000 Penalty: 4605.444336
	Iteration 87Q: 3 clusters Score -1567600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1567599.875000 Penalty: 4605.444336
	Iteration 88Q: 3 clusters Score -1567600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1567604.125000 Penalty: 4605.444336
	Iteration 89Q: 3 clusters Score -1567604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1567606.500000 Penalty: 4605.444336
	Iteration 90Q: 3 clusters Score -1567606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1567610.750000 Penalty: 4605.444336
	Iteration 91Q: 3 clusters Score -1567611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1567619.125000 Penalty: 4605.444336
	Iteration 92Q: 3 clusters Score -1567619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1567621.750000 Penalty: 4605.444336
	Iteration 93Q: 3 clusters Score -1567622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1567623.500000 Penalty: 4605.444336
	Iteration 94Q: 3 clusters Score -1567624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1567627.875000 Penalty: 4605.444336
	Iteration 95Q: 3 clusters Score -1567628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1567627.125000 Penalty: 4605.444336
	Iteration 96Q: 3 clusters Score -1567627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1567629.500000 Penalty: 4605.444336
	Iteration 97Q: 3 clusters Score -1567630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1567634.250000 Penalty: 4605.444336
	Iteration 98Q: 3 clusters Score -1567634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1567635.375000 Penalty: 4605.444336
	Iteration 99Q: 3 clusters Score -1567635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1567634.125000 Penalty: 4605.444336
	Iteration 100F: 3 clusters Score -1567634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1567635.625000 Penalty: 4605.444336
	Iteration 101Q: 3 clusters Score -1567636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1567634.875000 Penalty: 4605.444336
	Iteration 102Q: 3 clusters Score -1567635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1567636.000000 Penalty: 4605.444336
	Iteration 103Q: 3 clusters Score -1567636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1567636.750000 Penalty: 4605.444336
	Iteration 104Q: 3 clusters Score -1567637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1567638.750000 Penalty: 4605.444336
	Iteration 105Q: 3 clusters Score -1567639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1567640.000000 Penalty: 4605.444336
	Iteration 106Q: 3 clusters Score -1567640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1567639.625000 Penalty: 4605.444336
	Iteration 107Q: 3 clusters Score -1567640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1567639.750000 Penalty: 4605.444336
	Iteration 108Q: 3 clusters Score -1567640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1567641.375000 Penalty: 4605.444336
	Iteration 109Q: 3 clusters Score -1567641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1567645.250000 Penalty: 4605.444336
	Iteration 110Q: 3 clusters Score -1567645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1567646.125000 Penalty: 4605.444336
	Iteration 111Q: 3 clusters Score -1567646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1567645.875000 Penalty: 4605.444336
	Iteration 112Q: 3 clusters Score -1567646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1567644.000000 Penalty: 4605.444336
	Iteration 113Q: 3 clusters Score -1567644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1567643.875000 Penalty: 4605.444336
	Iteration 114Q: 3 clusters Score -1567644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1567647.125000 Penalty: 4605.444336
	Iteration 115Q: 3 clusters Score -1567647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1567647.125000 Penalty: 4605.444336
	Iteration 116F: 3 clusters Score -1567647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Entering Unmasked Estep 
Score: -4409760.500000 Penalty: 2552.804932
	Iteration 0F: 2 clusters Score -4409760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4389543.500000 Penalty: 5105.609863
	Iteration 0F: 3 clusters Score -4389544 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4396812.000000 Penalty: 5105.609863
	Iteration 1F: 3 clusters Score -4396812 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4397477.500000 Penalty: 5105.609863
	Iteration 2F: 3 clusters Score -4397478 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4398129.500000 Penalty: 5105.609863
	Iteration 3F: 3 clusters Score -4398130 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4398811.500000 Penalty: 5105.609863
	Iteration 4F: 3 clusters Score -4398812 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4399597.500000 Penalty: 5105.609863
	Iteration 5F: 3 clusters Score -4399598 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4400537.000000 Penalty: 5105.609863
	Iteration 6F: 3 clusters Score -4400537 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4401650.000000 Penalty: 5105.609863
	Iteration 7F: 3 clusters Score -4401650 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -4402881.500000 Penalty: 5105.609863
	Iteration 8F: 3 clusters Score -4402882 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4404097.500000 Penalty: 5105.609863
	Iteration 9F: 3 clusters Score -4404098 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -4405154.000000 Penalty: 5105.609863
	Iteration 10Q: 3 clusters Score -4405154 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -4405913.000000 Penalty: 5105.609863
	Iteration 11Q: 3 clusters Score -4405913 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -4406459.500000 Penalty: 5105.609863
	Iteration 12Q: 3 clusters Score -4406460 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4406848.000000 Penalty: 5105.609863
	Iteration 13Q: 3 clusters Score -4406848 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4407101.500000 Penalty: 5105.609863
	Iteration 14Q: 3 clusters Score -4407102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -4407281.500000 Penalty: 5105.609863
	Iteration 15Q: 3 clusters Score -4407282 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4407435.000000 Penalty: 5105.609863
	Iteration 16Q: 3 clusters Score -4407435 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4407581.000000 Penalty: 5105.609863
	Iteration 17Q: 3 clusters Score -4407581 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4407697.500000 Penalty: 5105.609863
	Iteration 18Q: 3 clusters Score -4407698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4407769.000000 Penalty: 5105.609863
	Iteration 19Q: 3 clusters Score -4407769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4407820.500000 Penalty: 5105.609863
	Iteration 20F: 3 clusters Score -4407820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4407842.500000 Penalty: 5105.609863
	Iteration 21Q: 3 clusters Score -4407842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4407860.500000 Penalty: 5105.609863
	Iteration 22Q: 3 clusters Score -4407860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -4407866.000000 Penalty: 5105.609863
	Iteration 23Q: 3 clusters Score -4407866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -4407874.000000 Penalty: 5105.609863
	Iteration 24Q: 3 clusters Score -4407874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4407879.000000 Penalty: 5105.609863
	Iteration 25Q: 3 clusters Score -4407879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -4407890.000000 Penalty: 5105.609863
	Iteration 26Q: 3 clusters Score -4407890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -4407895.500000 Penalty: 5105.609863
	Iteration 27Q: 3 clusters Score -4407896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -4407911.000000 Penalty: 5105.609863
	Iteration 28Q: 3 clusters Score -4407911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -4407914.500000 Penalty: 5105.609863
	Iteration 29Q: 3 clusters Score -4407914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -4407914.500000 Penalty: 5105.609863
	Iteration 30Q: 3 clusters Score -4407914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4407915.000000 Penalty: 5105.609863
	Iteration 31Q: 3 clusters Score -4407915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4407921.500000 Penalty: 5105.609863
	Iteration 32Q: 3 clusters Score -4407922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4407922.500000 Penalty: 5105.609863
	Iteration 33Q: 3 clusters Score -4407922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -4407921.000000 Penalty: 5105.609863
	Iteration 34Q: 3 clusters Score -4407921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -4407923.500000 Penalty: 5105.609863
	Iteration 35Q: 3 clusters Score -4407924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4407921.000000 Penalty: 5105.609863
	Iteration 36Q: 3 clusters Score -4407921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4407924.000000 Penalty: 5105.609863
	Iteration 37Q: 3 clusters Score -4407924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -4407924.000000 Penalty: 5105.609863
	Iteration 38F: 3 clusters Score -4407924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Entering Unmasked Estep 
Score: -1120965.500000 Penalty: 2215.614014
	Iteration 0F: 2 clusters Score -1120966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1114760.750000 Penalty: 4431.228027
	Iteration 0F: 3 clusters Score -1114761 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1116607.250000 Penalty: 4431.228027
	Iteration 1F: 3 clusters Score -1116607 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1116913.750000 Penalty: 4431.228027
	Iteration 2F: 3 clusters Score -1116914 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1117098.875000 Penalty: 4431.228027
	Iteration 3F: 3 clusters Score -1117099 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1117255.750000 Penalty: 4431.228027
	Iteration 4Q: 3 clusters Score -1117256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1117395.250000 Penalty: 4431.228027
	Iteration 5Q: 3 clusters Score -1117395 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1117508.125000 Penalty: 4431.228027
	Iteration 6Q: 3 clusters Score -1117508 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1117618.750000 Penalty: 4431.228027
	Iteration 7Q: 3 clusters Score -1117619 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1117759.000000 Penalty: 4431.228027
	Iteration 8Q: 3 clusters Score -1117759 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1117880.375000 Penalty: 4431.228027
	Iteration 9Q: 3 clusters Score -1117880 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1118001.250000 Penalty: 4431.228027
	Iteration 10Q: 3 clusters Score -1118001 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1118111.750000 Penalty: 4431.228027
	Iteration 11Q: 3 clusters Score -1118112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1118200.250000 Penalty: 4431.228027
	Iteration 12Q: 3 clusters Score -1118200 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1118298.000000 Penalty: 4431.228027
	Iteration 13Q: 3 clusters Score -1118298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1118391.875000 Penalty: 4431.228027
	Iteration 14Q: 3 clusters Score -1118392 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1118502.250000 Penalty: 4431.228027
	Iteration 15Q: 3 clusters Score -1118502 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1118600.000000 Penalty: 4431.228027
	Iteration 16Q: 3 clusters Score -1118600 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1118683.750000 Penalty: 4431.228027
	Iteration 17Q: 3 clusters Score -1118684 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1118749.375000 Penalty: 4431.228027
	Iteration 18Q: 3 clusters Score -1118749 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1118809.250000 Penalty: 4431.228027
	Iteration 19Q: 3 clusters Score -1118809 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1118858.750000 Penalty: 4431.228027
	Iteration 20F: 3 clusters Score -1118859 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1118893.750000 Penalty: 4431.228027
	Iteration 21Q: 3 clusters Score -1118894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1118918.250000 Penalty: 4431.228027
	Iteration 22Q: 3 clusters Score -1118918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1118938.750000 Penalty: 4431.228027
	Iteration 23Q: 3 clusters Score -1118939 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1118958.875000 Penalty: 4431.228027
	Iteration 24Q: 3 clusters Score -1118959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1118963.750000 Penalty: 4431.228027
	Iteration 25Q: 3 clusters Score -1118964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1118968.125000 Penalty: 4431.228027
	Iteration 26Q: 3 clusters Score -1118968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1118969.750000 Penalty: 4431.228027
	Iteration 27Q: 3 clusters Score -1118970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1118973.625000 Penalty: 4431.228027
	Iteration 28Q: 3 clusters Score -1118974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1118975.500000 Penalty: 4431.228027
	Iteration 29Q: 3 clusters Score -1118976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1118980.375000 Penalty: 4431.228027
	Iteration 30Q: 3 clusters Score -1118980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1118982.500000 Penalty: 4431.228027
	Iteration 31Q: 3 clusters Score -1118982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1118985.875000 Penalty: 4431.228027
	Iteration 32Q: 3 clusters Score -1118986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1118989.625000 Penalty: 4431.228027
	Iteration 33Q: 3 clusters Score -1118990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1118993.375000 Penalty: 4431.228027
	Iteration 34Q: 3 clusters Score -1118993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1118994.375000 Penalty: 4431.228027
	Iteration 35Q: 3 clusters Score -1118994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1118994.625000 Penalty: 4431.228027
	Iteration 36Q: 3 clusters Score -1118995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1118995.875000 Penalty: 4431.228027
	Iteration 37Q: 3 clusters Score -1118996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1118996.500000 Penalty: 4431.228027
	Iteration 38Q: 3 clusters Score -1118996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1118995.375000 Penalty: 4431.228027
	Iteration 39Q: 3 clusters Score -1118995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1118996.750000 Penalty: 4431.228027
	Iteration 40F: 3 clusters Score -1118997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1118996.750000 Penalty: 4431.228027
	Iteration 41Q: 3 clusters Score -1118997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1118997.000000 Penalty: 4431.228027
	Iteration 42Q: 3 clusters Score -1118997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1118999.750000 Penalty: 4431.228027
	Iteration 43Q: 3 clusters Score -1119000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1119000.875000 Penalty: 4431.228027
	Iteration 44Q: 3 clusters Score -1119001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1119000.750000 Penalty: 4431.228027
	Iteration 45Q: 3 clusters Score -1119001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1119000.500000 Penalty: 4431.228027
	Iteration 46Q: 3 clusters Score -1119000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1119002.375000 Penalty: 4431.228027
	Iteration 47Q: 3 clusters Score -1119002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1119002.000000 Penalty: 4431.228027
	Iteration 48Q: 3 clusters Score -1119002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1119001.125000 Penalty: 4431.228027
	Iteration 49Q: 3 clusters Score -1119001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1119003.625000 Penalty: 4431.228027
	Iteration 50Q: 3 clusters Score -1119004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1119001.375000 Penalty: 4431.228027
	Iteration 51Q: 3 clusters Score -1119001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1119006.750000 Penalty: 4431.228027
	Iteration 52Q: 3 clusters Score -1119007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1119005.375000 Penalty: 4431.228027
	Iteration 53Q: 3 clusters Score -1119005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1119007.375000 Penalty: 4431.228027
	Iteration 54Q: 3 clusters Score -1119007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1119008.750000 Penalty: 4431.228027
	Iteration 55Q: 3 clusters Score -1119009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1119007.625000 Penalty: 4431.228027
	Iteration 56Q: 3 clusters Score -1119008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1119007.250000 Penalty: 4431.228027
	Iteration 57Q: 3 clusters Score -1119007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1119008.750000 Penalty: 4431.228027
	Iteration 58Q: 3 clusters Score -1119009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1119008.500000 Penalty: 4431.228027
	Iteration 59Q: 3 clusters Score -1119008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1119008.500000 Penalty: 4431.228027
	Iteration 60F: 3 clusters Score -1119008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -56870.199219 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56870.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57140.273438 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57140.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57237.425781 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -57237.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57272.113281 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -57272.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57298.312500 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57298.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57327.914062 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57327.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57333.578125 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57333.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57333.578125 Penalty: 3006.482422
	Iteration 7F: 3 clusters Score -57333.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Entering Unmasked Estep 
Score: -2576406.500000 Penalty: 2419.567627
	Iteration 0F: 2 clusters Score -2576406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2564193.250000 Penalty: 4839.135254
	Iteration 0F: 3 clusters Score -2564193 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2568483.750000 Penalty: 4839.135254
	Iteration 1F: 3 clusters Score -2568484 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -2569241.500000 Penalty: 4839.135254
	Iteration 2F: 3 clusters Score -2569242 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2570052.500000 Penalty: 4839.135254
	Iteration 3F: 3 clusters Score -2570052 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2570808.750000 Penalty: 4839.135254
	Iteration 4F: 3 clusters Score -2570809 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2571482.250000 Penalty: 4839.135254
	Iteration 5F: 3 clusters Score -2571482 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2572081.250000 Penalty: 4839.135254
	Iteration 6F: 3 clusters Score -2572081 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2572576.750000 Penalty: 4839.135254
	Iteration 7Q: 3 clusters Score -2572577 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2572980.500000 Penalty: 4839.135254
	Iteration 8Q: 3 clusters Score -2572980 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2573334.500000 Penalty: 4839.135254
	Iteration 9Q: 3 clusters Score -2573334 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2573618.000000 Penalty: 4839.135254
	Iteration 10Q: 3 clusters Score -2573618 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2573916.750000 Penalty: 4839.135254
	Iteration 11Q: 3 clusters Score -2573917 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2574152.500000 Penalty: 4839.135254
	Iteration 12Q: 3 clusters Score -2574152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2574346.250000 Penalty: 4839.135254
	Iteration 13Q: 3 clusters Score -2574346 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2574514.250000 Penalty: 4839.135254
	Iteration 14Q: 3 clusters Score -2574514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2574663.750000 Penalty: 4839.135254
	Iteration 15Q: 3 clusters Score -2574664 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2574769.000000 Penalty: 4839.135254
	Iteration 16Q: 3 clusters Score -2574769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2574806.750000 Penalty: 4839.135254
	Iteration 17Q: 3 clusters Score -2574807 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2574821.500000 Penalty: 4839.135254
	Iteration 18Q: 3 clusters Score -2574822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2574836.000000 Penalty: 4839.135254
	Iteration 19Q: 3 clusters Score -2574836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2574838.750000 Penalty: 4839.135254
	Iteration 20F: 3 clusters Score -2574839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2574842.000000 Penalty: 4839.135254
	Iteration 21Q: 3 clusters Score -2574842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2574842.000000 Penalty: 4839.135254
	Iteration 22F: 3 clusters Score -2574842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -234002.718750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -234002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -231639.015625 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -231639 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -232077.203125 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -232077.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -232208.468750 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -232208.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -232276.765625 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -232276.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -232311.125000 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -232311.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -232335.765625 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -232335.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232359.828125 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -232359.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232382.921875 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -232382.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232412.765625 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -232412.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232455.562500 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -232455.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232488.046875 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -232488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -232529.328125 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -232529.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -232578.859375 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -232578.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -232624.515625 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -232624.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -232664.437500 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -232664.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232715.359375 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -232715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -232755.734375 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -232755.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -232799.765625 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -232799.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232829.015625 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -232829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232850.296875 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -232850.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232874.750000 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -232874.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -232892.578125 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -232892.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -232900.453125 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -232900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -232909.468750 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -232909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -232915.750000 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -232915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -232920.812500 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -232920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -232923.218750 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -232923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232929.703125 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -232929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232939.890625 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -232939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232953.812500 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -232953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232961.046875 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -232961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232966.171875 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -232966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -232967.328125 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -232967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -232970.000000 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -232970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232971.406250 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -232971.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232972.703125 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -232972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232974.296875 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -232974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232974.937500 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -232974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232974.937500 Penalty: 3670.404785
	Iteration 38F: 3 clusters Score -232974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Entering Unmasked Estep 
Score: -1663526.375000 Penalty: 2312.579834
	Iteration 0F: 2 clusters Score -1663526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1655130.000000 Penalty: 4625.159668
	Iteration 0F: 3 clusters Score -1655130 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1657957.500000 Penalty: 4625.159668
	Iteration 1F: 3 clusters Score -1657958 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1658614.625000 Penalty: 4625.159668
	Iteration 2F: 3 clusters Score -1658615 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1659435.375000 Penalty: 4625.159668
	Iteration 3F: 3 clusters Score -1659435 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1660226.125000 Penalty: 4625.159668
	Iteration 4F: 3 clusters Score -1660226 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1660873.750000 Penalty: 4625.159668
	Iteration 5F: 3 clusters Score -1660874 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1661267.125000 Penalty: 4625.159668
	Iteration 6F: 3 clusters Score -1661267 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1661532.250000 Penalty: 4625.159668
	Iteration 7Q: 3 clusters Score -1661532 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1661715.250000 Penalty: 4625.159668
	Iteration 8Q: 3 clusters Score -1661715 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1661822.625000 Penalty: 4625.159668
	Iteration 9Q: 3 clusters Score -1661823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1661897.125000 Penalty: 4625.159668
	Iteration 10Q: 3 clusters Score -1661897 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1661961.875000 Penalty: 4625.159668
	Iteration 11Q: 3 clusters Score -1661962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1662015.250000 Penalty: 4625.159668
	Iteration 12Q: 3 clusters Score -1662015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1662068.875000 Penalty: 4625.159668
	Iteration 13Q: 3 clusters Score -1662069 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1662129.500000 Penalty: 4625.159668
	Iteration 14Q: 3 clusters Score -1662130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1662171.750000 Penalty: 4625.159668
	Iteration 15Q: 3 clusters Score -1662172 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1662214.875000 Penalty: 4625.159668
	Iteration 16Q: 3 clusters Score -1662215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1662239.625000 Penalty: 4625.159668
	Iteration 17Q: 3 clusters Score -1662240 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1662270.000000 Penalty: 4625.159668
	Iteration 18Q: 3 clusters Score -1662270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1662291.500000 Penalty: 4625.159668
	Iteration 19Q: 3 clusters Score -1662292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1662313.500000 Penalty: 4625.159668
	Iteration 20F: 3 clusters Score -1662314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1662337.750000 Penalty: 4625.159668
	Iteration 21Q: 3 clusters Score -1662338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1662360.875000 Penalty: 4625.159668
	Iteration 22Q: 3 clusters Score -1662361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1662391.000000 Penalty: 4625.159668
	Iteration 23Q: 3 clusters Score -1662391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1662419.750000 Penalty: 4625.159668
	Iteration 24Q: 3 clusters Score -1662420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1662458.125000 Penalty: 4625.159668
	Iteration 25Q: 3 clusters Score -1662458 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1662504.625000 Penalty: 4625.159668
	Iteration 26Q: 3 clusters Score -1662505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1662551.750000 Penalty: 4625.159668
	Iteration 27Q: 3 clusters Score -1662552 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1662623.625000 Penalty: 4625.159668
	Iteration 28Q: 3 clusters Score -1662624 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1662675.125000 Penalty: 4625.159668
	Iteration 29Q: 3 clusters Score -1662675 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1662728.375000 Penalty: 4625.159668
	Iteration 30Q: 3 clusters Score -1662728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1662767.625000 Penalty: 4625.159668
	Iteration 31Q: 3 clusters Score -1662768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1662801.750000 Penalty: 4625.159668
	Iteration 32Q: 3 clusters Score -1662802 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1662836.000000 Penalty: 4625.159668
	Iteration 33Q: 3 clusters Score -1662836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1662861.375000 Penalty: 4625.159668
	Iteration 34Q: 3 clusters Score -1662861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1662890.375000 Penalty: 4625.159668
	Iteration 35Q: 3 clusters Score -1662890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1662907.375000 Penalty: 4625.159668
	Iteration 36Q: 3 clusters Score -1662907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1662934.000000 Penalty: 4625.159668
	Iteration 37Q: 3 clusters Score -1662934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1662954.625000 Penalty: 4625.159668
	Iteration 38Q: 3 clusters Score -1662955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1662968.500000 Penalty: 4625.159668
	Iteration 39Q: 3 clusters Score -1662968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1662979.625000 Penalty: 4625.159668
	Iteration 40F: 3 clusters Score -1662980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1662993.125000 Penalty: 4625.159668
	Iteration 41Q: 3 clusters Score -1662993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1662999.250000 Penalty: 4625.159668
	Iteration 42Q: 3 clusters Score -1662999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1663003.875000 Penalty: 4625.159668
	Iteration 43Q: 3 clusters Score -1663004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1663004.500000 Penalty: 4625.159668
	Iteration 44Q: 3 clusters Score -1663004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1663008.250000 Penalty: 4625.159668
	Iteration 45Q: 3 clusters Score -1663008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1663010.000000 Penalty: 4625.159668
	Iteration 46Q: 3 clusters Score -1663010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1663011.375000 Penalty: 4625.159668
	Iteration 47Q: 3 clusters Score -1663011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1663014.625000 Penalty: 4625.159668
	Iteration 48Q: 3 clusters Score -1663015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1663013.625000 Penalty: 4625.159668
	Iteration 49Q: 3 clusters Score -1663014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1663014.750000 Penalty: 4625.159668
	Iteration 50Q: 3 clusters Score -1663015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1663014.875000 Penalty: 4625.159668
	Iteration 51Q: 3 clusters Score -1663015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1663013.250000 Penalty: 4625.159668
	Iteration 52Q: 3 clusters Score -1663013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1663015.250000 Penalty: 4625.159668
	Iteration 53Q: 3 clusters Score -1663015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1663014.125000 Penalty: 4625.159668
	Iteration 54Q: 3 clusters Score -1663014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1663014.125000 Penalty: 4625.159668
	Iteration 55F: 3 clusters Score -1663014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -451625.593750 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -451625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -448316.937500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -448316.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -448990.375000 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -448990.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -449159.781250 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -449159.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -449258.031250 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -449258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -449317.437500 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -449317.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -449357.812500 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -449357.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -449384.750000 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -449384.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -449406.562500 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -449406.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -449429.968750 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -449430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -449450.000000 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -449450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -449471.093750 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -449471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -449483.156250 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -449483.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -449491.562500 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -449491.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -449498.750000 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -449498.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -449503.031250 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -449503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -449511.843750 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -449511.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -449527.656250 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -449527.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -449550.468750 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -449550.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -449588.250000 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -449588.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -449629.531250 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -449629.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -449678.281250 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -449678.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -449714.156250 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -449714.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -449740.531250 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -449740.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -449757.062500 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -449757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -449769.250000 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -449769.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -449775.687500 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -449775.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -449783.406250 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -449783.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -449790.000000 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -449790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -449797.468750 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -449797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -449800.468750 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -449800.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -449804.343750 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -449804.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -449812.625000 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -449812.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -449826.093750 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -449826.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -449840.781250 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -449840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -449851.906250 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -449851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -449858.468750 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -449858.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -449866.437500 Penalty: 3974.618164
	Iteration 36Q: 3 clusters Score -449866.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -449874.062500 Penalty: 3974.618164
	Iteration 37Q: 3 clusters Score -449874.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -449882.875000 Penalty: 3974.618164
	Iteration 38Q: 3 clusters Score -449882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -449892.000000 Penalty: 3974.618164
	Iteration 39Q: 3 clusters Score -449892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -449897.375000 Penalty: 3974.618164
	Iteration 40F: 3 clusters Score -449897.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -449898.531250 Penalty: 3974.618164
	Iteration 41Q: 3 clusters Score -449898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -449901.343750 Penalty: 3974.618164
	Iteration 42Q: 3 clusters Score -449901.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -449900.718750 Penalty: 3974.618164
	Iteration 43Q: 3 clusters Score -449900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -449902.375000 Penalty: 3974.618164
	Iteration 44Q: 3 clusters Score -449902.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -449903.593750 Penalty: 3974.618164
	Iteration 45Q: 3 clusters Score -449903.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -449907.281250 Penalty: 3974.618164
	Iteration 46Q: 3 clusters Score -449907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -449908.437500 Penalty: 3974.618164
	Iteration 47Q: 3 clusters Score -449908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -449909.625000 Penalty: 3974.618164
	Iteration 48Q: 3 clusters Score -449909.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -449913.781250 Penalty: 3974.618164
	Iteration 49Q: 3 clusters Score -449913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -449915.531250 Penalty: 3974.618164
	Iteration 50Q: 3 clusters Score -449915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -449919.281250 Penalty: 3974.618164
	Iteration 51Q: 3 clusters Score -449919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -449921.218750 Penalty: 3974.618164
	Iteration 52Q: 3 clusters Score -449921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -449925.562500 Penalty: 3974.618164
	Iteration 53Q: 3 clusters Score -449925.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -449927.906250 Penalty: 3974.618164
	Iteration 54Q: 3 clusters Score -449927.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -449929.437500 Penalty: 3974.618164
	Iteration 55Q: 3 clusters Score -449929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -449929.437500 Penalty: 3974.618164
	Iteration 56F: 3 clusters Score -449929.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -1369491.375000 Penalty: 2262.973145
	Iteration 0F: 2 clusters Score -1369491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1362295.625000 Penalty: 4525.946289
	Iteration 0F: 3 clusters Score -1362296 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1364251.500000 Penalty: 4525.946289
	Iteration 1F: 3 clusters Score -1364252 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1364522.000000 Penalty: 4525.946289
	Iteration 2F: 3 clusters Score -1364522 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1364730.750000 Penalty: 4525.946289
	Iteration 3F: 3 clusters Score -1364731 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1364893.000000 Penalty: 4525.946289
	Iteration 4Q: 3 clusters Score -1364893 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1365048.000000 Penalty: 4525.946289
	Iteration 5Q: 3 clusters Score -1365048 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1365168.500000 Penalty: 4525.946289
	Iteration 6Q: 3 clusters Score -1365168 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1365264.125000 Penalty: 4525.946289
	Iteration 7Q: 3 clusters Score -1365264 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1365374.625000 Penalty: 4525.946289
	Iteration 8Q: 3 clusters Score -1365375 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1365491.375000 Penalty: 4525.946289
	Iteration 9Q: 3 clusters Score -1365491 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1365607.500000 Penalty: 4525.946289
	Iteration 10Q: 3 clusters Score -1365608 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1365745.500000 Penalty: 4525.946289
	Iteration 11Q: 3 clusters Score -1365746 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1365870.250000 Penalty: 4525.946289
	Iteration 12Q: 3 clusters Score -1365870 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1366007.125000 Penalty: 4525.946289
	Iteration 13Q: 3 clusters Score -1366007 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1366149.500000 Penalty: 4525.946289
	Iteration 14Q: 3 clusters Score -1366150 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1366302.000000 Penalty: 4525.946289
	Iteration 15Q: 3 clusters Score -1366302 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1366460.750000 Penalty: 4525.946289
	Iteration 16Q: 3 clusters Score -1366461 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1366646.750000 Penalty: 4525.946289
	Iteration 17Q: 3 clusters Score -1366647 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1366796.125000 Penalty: 4525.946289
	Iteration 18Q: 3 clusters Score -1366796 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1366918.000000 Penalty: 4525.946289
	Iteration 19Q: 3 clusters Score -1366918 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1367017.750000 Penalty: 4525.946289
	Iteration 20F: 3 clusters Score -1367018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1367112.750000 Penalty: 4525.946289
	Iteration 21Q: 3 clusters Score -1367113 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1367182.875000 Penalty: 4525.946289
	Iteration 22Q: 3 clusters Score -1367183 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1367253.625000 Penalty: 4525.946289
	Iteration 23Q: 3 clusters Score -1367254 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1367319.500000 Penalty: 4525.946289
	Iteration 24Q: 3 clusters Score -1367320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1367357.750000 Penalty: 4525.946289
	Iteration 25Q: 3 clusters Score -1367358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1367380.750000 Penalty: 4525.946289
	Iteration 26Q: 3 clusters Score -1367381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1367403.750000 Penalty: 4525.946289
	Iteration 27Q: 3 clusters Score -1367404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1367417.500000 Penalty: 4525.946289
	Iteration 28Q: 3 clusters Score -1367418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1367440.875000 Penalty: 4525.946289
	Iteration 29Q: 3 clusters Score -1367441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1367454.750000 Penalty: 4525.946289
	Iteration 30Q: 3 clusters Score -1367455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1367467.500000 Penalty: 4525.946289
	Iteration 31Q: 3 clusters Score -1367468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1367478.500000 Penalty: 4525.946289
	Iteration 32Q: 3 clusters Score -1367478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1367484.625000 Penalty: 4525.946289
	Iteration 33Q: 3 clusters Score -1367485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1367492.000000 Penalty: 4525.946289
	Iteration 34Q: 3 clusters Score -1367492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1367497.625000 Penalty: 4525.946289
	Iteration 35Q: 3 clusters Score -1367498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1367499.000000 Penalty: 4525.946289
	Iteration 36Q: 3 clusters Score -1367499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1367506.250000 Penalty: 4525.946289
	Iteration 37Q: 3 clusters Score -1367506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1367507.250000 Penalty: 4525.946289
	Iteration 38Q: 3 clusters Score -1367507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1367508.500000 Penalty: 4525.946289
	Iteration 39Q: 3 clusters Score -1367508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1367506.750000 Penalty: 4525.946289
	Iteration 40F: 3 clusters Score -1367507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -248052.859375 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -248052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -245572.093750 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -245572.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246122.843750 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -246122.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -246379.531250 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -246379.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246648.093750 Penalty: 3729.767334
	Iteration 3F: 3 clusters Score -246648.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -246826.328125 Penalty: 3729.767334
	Iteration 4F: 3 clusters Score -246826.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -246934.625000 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -246934.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -247024.031250 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -247024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -247077.453125 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -247077.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -247098.265625 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -247098.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -247114.671875 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -247114.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -247132.375000 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -247132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -247140.250000 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -247140.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -247153.781250 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -247153.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -247181.281250 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -247181.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -247203.390625 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -247203.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -247222.421875 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -247222.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -247237.843750 Penalty: 3729.767334
	Iteration 16Q: 3 clusters Score -247237.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -247255.031250 Penalty: 3729.767334
	Iteration 17Q: 3 clusters Score -247255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -247268.875000 Penalty: 3729.767334
	Iteration 18Q: 3 clusters Score -247268.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -247278.562500 Penalty: 3729.767334
	Iteration 19Q: 3 clusters Score -247278.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -247282.984375 Penalty: 3729.767334
	Iteration 20F: 3 clusters Score -247283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -247287.578125 Penalty: 3729.767334
	Iteration 21Q: 3 clusters Score -247287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -247289.562500 Penalty: 3729.767334
	Iteration 22Q: 3 clusters Score -247289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -247289.843750 Penalty: 3729.767334
	Iteration 23Q: 3 clusters Score -247289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -247290.500000 Penalty: 3729.767334
	Iteration 24Q: 3 clusters Score -247290.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -247291.953125 Penalty: 3729.767334
	Iteration 25Q: 3 clusters Score -247292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -247293.171875 Penalty: 3729.767334
	Iteration 26Q: 3 clusters Score -247293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -247293.718750 Penalty: 3729.767334
	Iteration 27Q: 3 clusters Score -247293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -247293.718750 Penalty: 3729.767334
	Iteration 28F: 3 clusters Score -247293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Entering Unmasked Estep 
Score: -2864497.500000 Penalty: 2463.972656
	Iteration 0F: 2 clusters Score -2864498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2850068.750000 Penalty: 4927.945312
	Iteration 0F: 3 clusters Score -2850069 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2855294.750000 Penalty: 4927.945312
	Iteration 1F: 3 clusters Score -2855295 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2856167.750000 Penalty: 4927.945312
	Iteration 2F: 3 clusters Score -2856168 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2857072.500000 Penalty: 4927.945312
	Iteration 3F: 3 clusters Score -2857072 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2857925.500000 Penalty: 4927.945312
	Iteration 4F: 3 clusters Score -2857926 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2858684.000000 Penalty: 4927.945312
	Iteration 5F: 3 clusters Score -2858684 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2859289.750000 Penalty: 4927.945312
	Iteration 6F: 3 clusters Score -2859290 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2859745.250000 Penalty: 4927.945312
	Iteration 7Q: 3 clusters Score -2859745 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2860092.000000 Penalty: 4927.945312
	Iteration 8Q: 3 clusters Score -2860092 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2860357.500000 Penalty: 4927.945312
	Iteration 9Q: 3 clusters Score -2860358 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2860550.500000 Penalty: 4927.945312
	Iteration 10Q: 3 clusters Score -2860550 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2860653.750000 Penalty: 4927.945312
	Iteration 11Q: 3 clusters Score -2860654 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2860729.000000 Penalty: 4927.945312
	Iteration 12Q: 3 clusters Score -2860729 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2860774.500000 Penalty: 4927.945312
	Iteration 13Q: 3 clusters Score -2860774 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2860816.250000 Penalty: 4927.945312
	Iteration 14Q: 3 clusters Score -2860816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2860837.250000 Penalty: 4927.945312
	Iteration 15Q: 3 clusters Score -2860837 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2860865.750000 Penalty: 4927.945312
	Iteration 16Q: 3 clusters Score -2860866 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2860886.750000 Penalty: 4927.945312
	Iteration 17Q: 3 clusters Score -2860887 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2860902.750000 Penalty: 4927.945312
	Iteration 18Q: 3 clusters Score -2860903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2860911.250000 Penalty: 4927.945312
	Iteration 19Q: 3 clusters Score -2860911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2860930.000000 Penalty: 4927.945312
	Iteration 20F: 3 clusters Score -2860930 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2860937.000000 Penalty: 4927.945312
	Iteration 21Q: 3 clusters Score -2860937 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2860940.750000 Penalty: 4927.945312
	Iteration 22Q: 3 clusters Score -2860941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2860960.500000 Penalty: 4927.945312
	Iteration 23Q: 3 clusters Score -2860960 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2860983.000000 Penalty: 4927.945312
	Iteration 24Q: 3 clusters Score -2860983 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2861001.500000 Penalty: 4927.945312
	Iteration 25Q: 3 clusters Score -2861002 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2861028.500000 Penalty: 4927.945312
	Iteration 26Q: 3 clusters Score -2861028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2861043.750000 Penalty: 4927.945312
	Iteration 27Q: 3 clusters Score -2861044 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2861089.750000 Penalty: 4927.945312
	Iteration 28Q: 3 clusters Score -2861090 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2861140.500000 Penalty: 4927.945312
	Iteration 29Q: 3 clusters Score -2861140 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2861255.250000 Penalty: 4927.945312
	Iteration 30Q: 3 clusters Score -2861255 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2861337.250000 Penalty: 4927.945312
	Iteration 31Q: 3 clusters Score -2861337 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2861442.750000 Penalty: 4927.945312
	Iteration 32Q: 3 clusters Score -2861443 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2861572.500000 Penalty: 4927.945312
	Iteration 33Q: 3 clusters Score -2861572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2861711.000000 Penalty: 4927.945312
	Iteration 34Q: 3 clusters Score -2861711 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2861833.500000 Penalty: 4927.945312
	Iteration 35Q: 3 clusters Score -2861834 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2861908.000000 Penalty: 4927.945312
	Iteration 36Q: 3 clusters Score -2861908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2861986.000000 Penalty: 4927.945312
	Iteration 37Q: 3 clusters Score -2861986 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2862070.500000 Penalty: 4927.945312
	Iteration 38Q: 3 clusters Score -2862070 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2862140.000000 Penalty: 4927.945312
	Iteration 39Q: 3 clusters Score -2862140 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2862244.250000 Penalty: 4927.945312
	Iteration 40F: 3 clusters Score -2862244 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2862370.500000 Penalty: 4927.945312
	Iteration 41Q: 3 clusters Score -2862370 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2862503.250000 Penalty: 4927.945312
	Iteration 42Q: 3 clusters Score -2862503 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2862643.000000 Penalty: 4927.945312
	Iteration 43Q: 3 clusters Score -2862643 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2862785.500000 Penalty: 4927.945312
	Iteration 44Q: 3 clusters Score -2862786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2862898.000000 Penalty: 4927.945312
	Iteration 45Q: 3 clusters Score -2862898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2862982.750000 Penalty: 4927.945312
	Iteration 46Q: 3 clusters Score -2862983 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2863053.000000 Penalty: 4927.945312
	Iteration 47Q: 3 clusters Score -2863053 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2863119.250000 Penalty: 4927.945312
	Iteration 48Q: 3 clusters Score -2863119 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -2863175.750000 Penalty: 4927.945312
	Iteration 49Q: 3 clusters Score -2863176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -2863221.750000 Penalty: 4927.945312
	Iteration 50Q: 3 clusters Score -2863222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2863254.750000 Penalty: 4927.945312
	Iteration 51Q: 3 clusters Score -2863255 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2863273.500000 Penalty: 4927.945312
	Iteration 52Q: 3 clusters Score -2863274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2863287.000000 Penalty: 4927.945312
	Iteration 53Q: 3 clusters Score -2863287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2863307.250000 Penalty: 4927.945312
	Iteration 54Q: 3 clusters Score -2863307 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2863325.000000 Penalty: 4927.945312
	Iteration 55Q: 3 clusters Score -2863325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2863327.500000 Penalty: 4927.945312
	Iteration 56Q: 3 clusters Score -2863328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2863328.500000 Penalty: 4927.945312
	Iteration 57Q: 3 clusters Score -2863328 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2863345.500000 Penalty: 4927.945312
	Iteration 58Q: 3 clusters Score -2863346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2863355.000000 Penalty: 4927.945312
	Iteration 59Q: 3 clusters Score -2863355 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2863367.250000 Penalty: 4927.945312
	Iteration 60F: 3 clusters Score -2863367 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2863375.250000 Penalty: 4927.945312
	Iteration 61Q: 3 clusters Score -2863375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2863394.000000 Penalty: 4927.945312
	Iteration 62Q: 3 clusters Score -2863394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2863403.750000 Penalty: 4927.945312
	Iteration 63Q: 3 clusters Score -2863404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2863411.500000 Penalty: 4927.945312
	Iteration 64Q: 3 clusters Score -2863412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2863419.500000 Penalty: 4927.945312
	Iteration 65Q: 3 clusters Score -2863420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2863442.250000 Penalty: 4927.945312
	Iteration 66Q: 3 clusters Score -2863442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2863445.750000 Penalty: 4927.945312
	Iteration 67Q: 3 clusters Score -2863446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2863451.750000 Penalty: 4927.945312
	Iteration 68Q: 3 clusters Score -2863452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2863462.000000 Penalty: 4927.945312
	Iteration 69Q: 3 clusters Score -2863462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2863470.250000 Penalty: 4927.945312
	Iteration 70Q: 3 clusters Score -2863470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2863486.750000 Penalty: 4927.945312
	Iteration 71Q: 3 clusters Score -2863487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2863495.000000 Penalty: 4927.945312
	Iteration 72Q: 3 clusters Score -2863495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2863495.500000 Penalty: 4927.945312
	Iteration 73Q: 3 clusters Score -2863496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2863501.500000 Penalty: 4927.945312
	Iteration 74Q: 3 clusters Score -2863502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2863507.500000 Penalty: 4927.945312
	Iteration 75Q: 3 clusters Score -2863508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2863512.000000 Penalty: 4927.945312
	Iteration 76Q: 3 clusters Score -2863512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2863512.500000 Penalty: 4927.945312
	Iteration 77Q: 3 clusters Score -2863512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2863527.000000 Penalty: 4927.945312
	Iteration 78Q: 3 clusters Score -2863527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2863527.000000 Penalty: 4927.945312
	Iteration 79Q: 3 clusters Score -2863527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2863532.000000 Penalty: 4927.945312
	Iteration 80F: 3 clusters Score -2863532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2863542.000000 Penalty: 4927.945312
	Iteration 81Q: 3 clusters Score -2863542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2863539.250000 Penalty: 4927.945312
	Iteration 82Q: 3 clusters Score -2863539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2863552.000000 Penalty: 4927.945312
	Iteration 83Q: 3 clusters Score -2863552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2863559.250000 Penalty: 4927.945312
	Iteration 84Q: 3 clusters Score -2863559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2863573.250000 Penalty: 4927.945312
	Iteration 85Q: 3 clusters Score -2863573 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2863589.000000 Penalty: 4927.945312
	Iteration 86Q: 3 clusters Score -2863589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2863590.250000 Penalty: 4927.945312
	Iteration 87Q: 3 clusters Score -2863590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2863600.250000 Penalty: 4927.945312
	Iteration 88Q: 3 clusters Score -2863600 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2863608.000000 Penalty: 4927.945312
	Iteration 89Q: 3 clusters Score -2863608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2863604.250000 Penalty: 4927.945312
	Iteration 90Q: 3 clusters Score -2863604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2863615.500000 Penalty: 4927.945312
	Iteration 91Q: 3 clusters Score -2863616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2863623.250000 Penalty: 4927.945312
	Iteration 92Q: 3 clusters Score -2863623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -2863623.750000 Penalty: 4927.945312
	Iteration 93Q: 3 clusters Score -2863624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -2863619.750000 Penalty: 4927.945312
	Iteration 94Q: 3 clusters Score -2863620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2863623.250000 Penalty: 4927.945312
	Iteration 95Q: 3 clusters Score -2863623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2863630.500000 Penalty: 4927.945312
	Iteration 96Q: 3 clusters Score -2863630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2863635.500000 Penalty: 4927.945312
	Iteration 97Q: 3 clusters Score -2863636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2863638.250000 Penalty: 4927.945312
	Iteration 98Q: 3 clusters Score -2863638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2863631.250000 Penalty: 4927.945312
	Iteration 99Q: 3 clusters Score -2863631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2863639.750000 Penalty: 4927.945312
	Iteration 100F: 3 clusters Score -2863640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2863638.250000 Penalty: 4927.945312
	Iteration 101Q: 3 clusters Score -2863638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2863644.500000 Penalty: 4927.945312
	Iteration 102Q: 3 clusters Score -2863644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2863645.250000 Penalty: 4927.945312
	Iteration 103Q: 3 clusters Score -2863645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2863652.750000 Penalty: 4927.945312
	Iteration 104Q: 3 clusters Score -2863653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2863648.500000 Penalty: 4927.945312
	Iteration 105Q: 3 clusters Score -2863648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2863647.000000 Penalty: 4927.945312
	Iteration 106Q: 3 clusters Score -2863647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2863653.000000 Penalty: 4927.945312
	Iteration 107Q: 3 clusters Score -2863653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2863654.750000 Penalty: 4927.945312
	Iteration 108Q: 3 clusters Score -2863655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2863662.500000 Penalty: 4927.945312
	Iteration 109Q: 3 clusters Score -2863662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2863666.750000 Penalty: 4927.945312
	Iteration 110Q: 3 clusters Score -2863667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2863664.750000 Penalty: 4927.945312
	Iteration 111Q: 3 clusters Score -2863665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2863670.750000 Penalty: 4927.945312
	Iteration 112Q: 3 clusters Score -2863671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -2863666.750000 Penalty: 4927.945312
	Iteration 113Q: 3 clusters Score -2863667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2863675.500000 Penalty: 4927.945312
	Iteration 114Q: 3 clusters Score -2863676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2863678.000000 Penalty: 4927.945312
	Iteration 115Q: 3 clusters Score -2863678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2863682.250000 Penalty: 4927.945312
	Iteration 116Q: 3 clusters Score -2863682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2863681.250000 Penalty: 4927.945312
	Iteration 117Q: 3 clusters Score -2863681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -2863682.750000 Penalty: 4927.945312
	Iteration 118Q: 3 clusters Score -2863683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2863680.000000 Penalty: 4927.945312
	Iteration 119Q: 3 clusters Score -2863680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2863681.000000 Penalty: 4927.945312
	Iteration 120F: 3 clusters Score -2863681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2863683.000000 Penalty: 4927.945312
	Iteration 121Q: 3 clusters Score -2863683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2863682.500000 Penalty: 4927.945312
	Iteration 122Q: 3 clusters Score -2863682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2863682.500000 Penalty: 4927.945312
	Iteration 123Q: 3 clusters Score -2863682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2863685.750000 Penalty: 4927.945312
	Iteration 124Q: 3 clusters Score -2863686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2863683.250000 Penalty: 4927.945312
	Iteration 125Q: 3 clusters Score -2863683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2863683.250000 Penalty: 4927.945312
	Iteration 126F: 3 clusters Score -2863683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78209.437500 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78209.44 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78556.890625 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78556.89 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78768.703125 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78768.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -78837.914062 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -78837.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -78896.992188 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -78896.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -78939.195312 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -78939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -78976.726562 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -78976.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -79006.593750 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -79006.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79032.125000 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -79032.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -79062.351562 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -79062.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79100.132812 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -79100.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79128.648438 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -79128.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -79141.085938 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -79141.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -79141.085938 Penalty: 3176.172607
	Iteration 13F: 3 clusters Score -79141.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62192 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6779 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97815 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98420 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80751 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58593 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16250 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061536.000000 Penalty: 155103.640625
Iteration 199Q: 47 clusters Score -1.150615e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62193 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10314 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6780 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97810 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30163 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98419 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80748 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58599 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16258 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32429 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29522 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061728.000000 Penalty: 155103.640625
Iteration 200F: 47 clusters Score -1.150617e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62194 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 791 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10310 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97807 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30161 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98417 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80748 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58603 members 
Mstep: Class 28 contains 243 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16266 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32428 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29507 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1844 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062072.000000 Penalty: 155103.640625
Iteration 201Q: 47 clusters Score -1.150621e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62195 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10311 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97807 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30160 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98410 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80747 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3553 members 
Mstep: Class 27 contains 58601 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16281 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32428 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29498 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20648 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061904.000000 Penalty: 155103.640625
Iteration 202Q: 47 clusters Score -1.150619e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62195 members 
Mstep: Class 5 contains 1602 members 
Mstep: Class 6 contains 11116 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10313 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97807 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30159 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 98408 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11967 members 
Mstep: Class 24 contains 80745 members 
Mstep: Class 25 contains 39187 members 
Mstep: Class 26 contains 3556 members 
Mstep: Class 27 contains 58597 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16300 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32428 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29478 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20646 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061896.000000 Penalty: 155103.640625
Iteration 203Q: 47 clusters Score -1.150619e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62196 members 
Mstep: Class 5 contains 1604 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10317 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97805 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 12205 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98406 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11968 members 
Mstep: Class 24 contains 80742 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3556 members 
Mstep: Class 27 contains 58596 members 
Mstep: Class 28 contains 236 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16298 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29462 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20646 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062072.000000 Penalty: 155103.640625
Iteration 204Q: 47 clusters Score -1.150621e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62198 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97802 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98402 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11966 members 
Mstep: Class 24 contains 80740 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 58600 members 
Mstep: Class 28 contains 235 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16301 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32430 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 29447 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20647 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061992.000000 Penalty: 155103.640625
Iteration 205Q: 47 clusters Score -1.15062e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62202 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97797 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30161 members 
Mstep: Class 18 contains 12223 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98405 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11966 members 
Mstep: Class 24 contains 80734 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 58608 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16302 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32428 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 29438 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20647 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062024.000000 Penalty: 155103.640625
Iteration 206Q: 47 clusters Score -1.15062e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62207 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97795 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30163 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98404 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80729 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 58615 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16300 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32427 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 29432 members 
Mstep: Class 37 contains 7585 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20645 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062032.000000 Penalty: 155103.640625
Iteration 207Q: 47 clusters Score -1.15062e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 62210 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97793 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30168 members 
Mstep: Class 18 contains 12231 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98402 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80724 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 58623 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16301 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32427 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 29427 members 
Mstep: Class 37 contains 7586 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20644 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061928.000000 Penalty: 155103.640625
Iteration 208Q: 47 clusters Score -1.150619e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62210 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97788 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30175 members 
Mstep: Class 18 contains 12236 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98398 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80722 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58633 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32427 members 
Mstep: Class 35 contains 10779 members 
Mstep: Class 36 contains 29423 members 
Mstep: Class 37 contains 7589 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9179 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20642 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061960.000000 Penalty: 155103.640625
Iteration 209Q: 47 clusters Score -1.15062e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62210 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97786 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30182 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98393 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80721 members 
Mstep: Class 25 contains 39188 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58640 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32424 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29421 members 
Mstep: Class 37 contains 7589 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20640 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062024.000000 Penalty: 155103.640625
Iteration 210Q: 47 clusters Score -1.15062e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62212 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10319 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97784 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30180 members 
Mstep: Class 18 contains 12245 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98394 members 
Mstep: Class 21 contains 23211 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80720 members 
Mstep: Class 25 contains 39189 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58650 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29415 members 
Mstep: Class 37 contains 7589 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9182 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20638 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062000.000000 Penalty: 155103.640625
Iteration 211Q: 47 clusters Score -1.15062e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62211 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97780 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30185 members 
Mstep: Class 18 contains 12249 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98391 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80720 members 
Mstep: Class 25 contains 39189 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58652 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29407 members 
Mstep: Class 37 contains 7590 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9182 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20636 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061920.000000 Penalty: 155103.640625
Iteration 212Q: 47 clusters Score -1.150619e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62211 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97778 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30184 members 
Mstep: Class 18 contains 12253 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98397 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80718 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6380 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29400 members 
Mstep: Class 37 contains 7591 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061896.000000 Penalty: 155103.640625
Iteration 213Q: 47 clusters Score -1.150619e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62215 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97774 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30186 members 
Mstep: Class 18 contains 12261 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98396 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80718 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16295 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29389 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061848.000000 Penalty: 155103.640625
Iteration 214Q: 47 clusters Score -1.150618e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62218 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10321 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97774 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12276 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98394 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80716 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58654 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29376 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061832.000000 Penalty: 155103.640625
Iteration 215Q: 47 clusters Score -1.150618e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62219 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9868 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97773 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30195 members 
Mstep: Class 18 contains 12286 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98388 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80715 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58652 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16291 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29367 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061840.000000 Penalty: 155103.640625
Iteration 216Q: 47 clusters Score -1.150618e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62220 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10325 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97773 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30194 members 
Mstep: Class 18 contains 12297 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98384 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80713 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58652 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29361 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061848.000000 Penalty: 155103.640625
Iteration 217Q: 47 clusters Score -1.150618e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62221 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97768 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30191 members 
Mstep: Class 18 contains 12309 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98385 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80711 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58659 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32418 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29348 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061792.000000 Penalty: 155103.640625
Iteration 218Q: 47 clusters Score -1.150618e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62221 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97767 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12318 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98387 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80710 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58662 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16295 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29336 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115061768.000000 Penalty: 155103.640625
Iteration 219Q: 47 clusters Score -1.150618e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62222 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10327 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97766 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30188 members 
Mstep: Class 18 contains 12331 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98385 members 
Mstep: Class 21 contains 23215 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80710 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58664 members 
Mstep: Class 28 contains 234 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16295 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29322 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062088.000000 Penalty: 155103.640625
Iteration 220F: 47 clusters Score -1.150621e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10327 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97766 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98383 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80710 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58665 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062328.000000 Penalty: 155103.640625
Iteration 221Q: 47 clusters Score -1.150623e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 793 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10328 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97766 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12356 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98381 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80710 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58666 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29300 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062320.000000 Penalty: 155103.640625
Iteration 222Q: 47 clusters Score -1.150623e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10331 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97766 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30188 members 
Mstep: Class 18 contains 12361 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98380 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80709 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3558 members 
Mstep: Class 27 contains 58668 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16290 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29295 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062312.000000 Penalty: 155103.640625
Iteration 223Q: 47 clusters Score -1.150623e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97765 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30187 members 
Mstep: Class 18 contains 12366 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98380 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80709 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3559 members 
Mstep: Class 27 contains 58670 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29286 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062296.000000 Penalty: 155103.640625
Iteration 224Q: 47 clusters Score -1.150623e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97765 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30188 members 
Mstep: Class 18 contains 12371 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98380 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80709 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3562 members 
Mstep: Class 27 contains 58670 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16292 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29278 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062240.000000 Penalty: 155103.640625
Iteration 225Q: 47 clusters Score -1.150622e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97765 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98378 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 80709 members 
Mstep: Class 25 contains 39190 members 
Mstep: Class 26 contains 3566 members 
Mstep: Class 27 contains 58670 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16289 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29274 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20634 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062160.000000 Penalty: 155103.640625
Iteration 226Q: 47 clusters Score -1.150622e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1600 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97765 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12380 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98375 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 80708 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3571 members 
Mstep: Class 27 contains 58668 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16294 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29268 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20635 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062256.000000 Penalty: 155103.640625
Iteration 227Q: 47 clusters Score -1.150623e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1596 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97765 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12387 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98373 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80705 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3574 members 
Mstep: Class 27 contains 58668 members 
Mstep: Class 28 contains 240 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16298 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29259 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20637 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062288.000000 Penalty: 155103.640625
Iteration 228Q: 47 clusters Score -1.150623e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97764 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12389 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98373 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80704 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 58667 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16301 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29255 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20640 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062272.000000 Penalty: 155103.640625
Iteration 229Q: 47 clusters Score -1.150623e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1589 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97762 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98374 members 
Mstep: Class 21 contains 23211 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11961 members 
Mstep: Class 24 contains 80702 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3583 members 
Mstep: Class 27 contains 58666 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16299 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29238 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20643 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062208.000000 Penalty: 155103.640625
Iteration 230Q: 47 clusters Score -1.150622e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97761 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98371 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11962 members 
Mstep: Class 24 contains 80701 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3587 members 
Mstep: Class 27 contains 58664 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16303 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7582 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29227 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20645 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062264.000000 Penalty: 155103.640625
Iteration 231Q: 47 clusters Score -1.150623e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97760 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12426 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98372 members 
Mstep: Class 21 contains 23211 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80698 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3590 members 
Mstep: Class 27 contains 58666 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16309 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29213 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20647 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062200.000000 Penalty: 155103.640625
Iteration 232Q: 47 clusters Score -1.150622e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1578 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6500 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30189 members 
Mstep: Class 18 contains 12429 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98373 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80696 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 58662 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16319 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29205 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20650 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062024.000000 Penalty: 155103.640625
Iteration 233Q: 47 clusters Score -1.15062e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98373 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11966 members 
Mstep: Class 24 contains 80694 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3595 members 
Mstep: Class 27 contains 58661 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16325 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29193 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20651 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062080.000000 Penalty: 155103.640625
Iteration 234Q: 47 clusters Score -1.150621e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6782 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 18 contains 12442 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98370 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2944 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3597 members 
Mstep: Class 27 contains 58661 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16327 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29185 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062040.000000 Penalty: 155103.640625
Iteration 235Q: 47 clusters Score -1.15062e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62223 members 
Mstep: Class 5 contains 1573 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10331 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6498 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30192 members 
Mstep: Class 18 contains 12449 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98368 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39191 members 
Mstep: Class 26 contains 3598 members 
Mstep: Class 27 contains 58661 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16327 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29174 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17263 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062056.000000 Penalty: 155103.640625
Iteration 236Q: 47 clusters Score -1.150621e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10331 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97759 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30197 members 
Mstep: Class 18 contains 12448 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98364 members 
Mstep: Class 21 contains 23214 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80694 members 
Mstep: Class 25 contains 39192 members 
Mstep: Class 26 contains 3600 members 
Mstep: Class 27 contains 58659 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16343 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29160 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20652 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062136.000000 Penalty: 155103.640625
Iteration 237Q: 47 clusters Score -1.150621e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1569 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97758 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30201 members 
Mstep: Class 18 contains 12457 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98361 members 
Mstep: Class 21 contains 23213 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80694 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3602 members 
Mstep: Class 27 contains 58657 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16348 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29143 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20653 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062152.000000 Penalty: 155103.640625
Iteration 238Q: 47 clusters Score -1.150622e+08 nChanged 79
Entering ConstructFrom: 
Score: -115062152.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Entering Unmasked Estep 
Score: -883736.500000 Penalty: 2184.290283
	Iteration 0F: 2 clusters Score -883736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -878184.125000 Penalty: 4368.580566
	Iteration 0F: 3 clusters Score -878184.1 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -879851.875000 Penalty: 4368.580566
	Iteration 1F: 3 clusters Score -879851.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -880452.812500 Penalty: 4368.580566
	Iteration 2F: 3 clusters Score -880452.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -881062.625000 Penalty: 4368.580566
	Iteration 3F: 3 clusters Score -881062.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -881657.312500 Penalty: 4368.580566
	Iteration 4F: 3 clusters Score -881657.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -882084.875000 Penalty: 4368.580566
	Iteration 5F: 3 clusters Score -882084.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -882370.000000 Penalty: 4368.580566
	Iteration 6F: 3 clusters Score -882370 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -882565.625000 Penalty: 4368.580566
	Iteration 7Q: 3 clusters Score -882565.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -882697.062500 Penalty: 4368.580566
	Iteration 8Q: 3 clusters Score -882697.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -882809.875000 Penalty: 4368.580566
	Iteration 9Q: 3 clusters Score -882809.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -882916.062500 Penalty: 4368.580566
	Iteration 10Q: 3 clusters Score -882916.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -882994.500000 Penalty: 4368.580566
	Iteration 11Q: 3 clusters Score -882994.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -883062.812500 Penalty: 4368.580566
	Iteration 12Q: 3 clusters Score -883062.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -883123.937500 Penalty: 4368.580566
	Iteration 13Q: 3 clusters Score -883123.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -883186.937500 Penalty: 4368.580566
	Iteration 14Q: 3 clusters Score -883186.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -883250.250000 Penalty: 4368.580566
	Iteration 15Q: 3 clusters Score -883250.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -883321.750000 Penalty: 4368.580566
	Iteration 16Q: 3 clusters Score -883321.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -883404.187500 Penalty: 4368.580566
	Iteration 17Q: 3 clusters Score -883404.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -883479.375000 Penalty: 4368.580566
	Iteration 18Q: 3 clusters Score -883479.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -883563.812500 Penalty: 4368.580566
	Iteration 19Q: 3 clusters Score -883563.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -883647.312500 Penalty: 4368.580566
	Iteration 20F: 3 clusters Score -883647.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -883714.437500 Penalty: 4368.580566
	Iteration 21Q: 3 clusters Score -883714.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -883766.312500 Penalty: 4368.580566
	Iteration 22Q: 3 clusters Score -883766.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -883812.125000 Penalty: 4368.580566
	Iteration 23Q: 3 clusters Score -883812.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -883838.312500 Penalty: 4368.580566
	Iteration 24Q: 3 clusters Score -883838.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -883857.312500 Penalty: 4368.580566
	Iteration 25Q: 3 clusters Score -883857.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -883874.312500 Penalty: 4368.580566
	Iteration 26Q: 3 clusters Score -883874.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -883881.375000 Penalty: 4368.580566
	Iteration 27Q: 3 clusters Score -883881.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -883887.062500 Penalty: 4368.580566
	Iteration 28Q: 3 clusters Score -883887.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -883890.562500 Penalty: 4368.580566
	Iteration 29Q: 3 clusters Score -883890.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -883894.625000 Penalty: 4368.580566
	Iteration 30Q: 3 clusters Score -883894.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -883896.312500 Penalty: 4368.580566
	Iteration 31Q: 3 clusters Score -883896.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -883896.812500 Penalty: 4368.580566
	Iteration 32Q: 3 clusters Score -883896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -883896.875000 Penalty: 4368.580566
	Iteration 33Q: 3 clusters Score -883896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -883898.500000 Penalty: 4368.580566
	Iteration 34Q: 3 clusters Score -883898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -883898.625000 Penalty: 4368.580566
	Iteration 35Q: 3 clusters Score -883898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -883898.625000 Penalty: 4368.580566
	Iteration 36F: 3 clusters Score -883898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3222 members 
Entering Unmasked Estep 
Score: -115061112.000000 Penalty: 158475.468750
Splitting cluster 1 changes total score from -115062152.000000 to -115061112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Entering Unmasked Estep 
Score: -2024848.125000 Penalty: 2362.092529
	Iteration 0F: 2 clusters Score -2024848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2014789.625000 Penalty: 4724.185059
	Iteration 0F: 3 clusters Score -2014790 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2017938.125000 Penalty: 4724.185059
	Iteration 1F: 3 clusters Score -2017938 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2018330.500000 Penalty: 4724.185059
	Iteration 2F: 3 clusters Score -2018330 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2018679.125000 Penalty: 4724.185059
	Iteration 3F: 3 clusters Score -2018679 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2019040.250000 Penalty: 4724.185059
	Iteration 4F: 3 clusters Score -2019040 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2019430.000000 Penalty: 4724.185059
	Iteration 5Q: 3 clusters Score -2019430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2019882.625000 Penalty: 4724.185059
	Iteration 6Q: 3 clusters Score -2019883 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2020357.875000 Penalty: 4724.185059
	Iteration 7Q: 3 clusters Score -2020358 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2020852.500000 Penalty: 4724.185059
	Iteration 8Q: 3 clusters Score -2020852 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2021331.375000 Penalty: 4724.185059
	Iteration 9Q: 3 clusters Score -2021331 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2021782.500000 Penalty: 4724.185059
	Iteration 10Q: 3 clusters Score -2021782 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2022128.125000 Penalty: 4724.185059
	Iteration 11Q: 3 clusters Score -2022128 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2022341.625000 Penalty: 4724.185059
	Iteration 12Q: 3 clusters Score -2022342 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2022492.000000 Penalty: 4724.185059
	Iteration 13Q: 3 clusters Score -2022492 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2022612.250000 Penalty: 4724.185059
	Iteration 14Q: 3 clusters Score -2022612 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2022710.625000 Penalty: 4724.185059
	Iteration 15Q: 3 clusters Score -2022711 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2022810.625000 Penalty: 4724.185059
	Iteration 16Q: 3 clusters Score -2022811 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2022916.500000 Penalty: 4724.185059
	Iteration 17Q: 3 clusters Score -2022916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2023004.875000 Penalty: 4724.185059
	Iteration 18Q: 3 clusters Score -2023005 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2023069.125000 Penalty: 4724.185059
	Iteration 19Q: 3 clusters Score -2023069 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2023127.625000 Penalty: 4724.185059
	Iteration 20F: 3 clusters Score -2023128 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2023186.375000 Penalty: 4724.185059
	Iteration 21Q: 3 clusters Score -2023186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2023221.500000 Penalty: 4724.185059
	Iteration 22Q: 3 clusters Score -2023222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2023248.000000 Penalty: 4724.185059
	Iteration 23Q: 3 clusters Score -2023248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2023273.750000 Penalty: 4724.185059
	Iteration 24Q: 3 clusters Score -2023274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2023300.500000 Penalty: 4724.185059
	Iteration 25Q: 3 clusters Score -2023300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -2023333.250000 Penalty: 4724.185059
	Iteration 26Q: 3 clusters Score -2023333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2023354.000000 Penalty: 4724.185059
	Iteration 27Q: 3 clusters Score -2023354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2023366.125000 Penalty: 4724.185059
	Iteration 28Q: 3 clusters Score -2023366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2023372.625000 Penalty: 4724.185059
	Iteration 29Q: 3 clusters Score -2023373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2023380.250000 Penalty: 4724.185059
	Iteration 30Q: 3 clusters Score -2023380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2023388.750000 Penalty: 4724.185059
	Iteration 31Q: 3 clusters Score -2023389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -2023398.625000 Penalty: 4724.185059
	Iteration 32Q: 3 clusters Score -2023399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2023399.750000 Penalty: 4724.185059
	Iteration 33Q: 3 clusters Score -2023400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2023396.000000 Penalty: 4724.185059
	Iteration 34Q: 3 clusters Score -2023396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2023396.125000 Penalty: 4724.185059
	Iteration 35Q: 3 clusters Score -2023396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2023403.500000 Penalty: 4724.185059
	Iteration 36Q: 3 clusters Score -2023404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2023403.250000 Penalty: 4724.185059
	Iteration 37Q: 3 clusters Score -2023403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2023409.750000 Penalty: 4724.185059
	Iteration 38Q: 3 clusters Score -2023410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2023412.750000 Penalty: 4724.185059
	Iteration 39Q: 3 clusters Score -2023413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2023417.375000 Penalty: 4724.185059
	Iteration 40F: 3 clusters Score -2023417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2023419.875000 Penalty: 4724.185059
	Iteration 41Q: 3 clusters Score -2023420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2023420.500000 Penalty: 4724.185059
	Iteration 42Q: 3 clusters Score -2023420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2023423.625000 Penalty: 4724.185059
	Iteration 43Q: 3 clusters Score -2023424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2023426.250000 Penalty: 4724.185059
	Iteration 44Q: 3 clusters Score -2023426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2023426.250000 Penalty: 4724.185059
	Iteration 45F: 3 clusters Score -2023426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -1318303.125000 Penalty: 2256.237549
	Iteration 0F: 2 clusters Score -1318303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1311287.875000 Penalty: 4512.475098
	Iteration 0F: 3 clusters Score -1311288 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1313222.875000 Penalty: 4512.475098
	Iteration 1F: 3 clusters Score -1313223 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1313545.125000 Penalty: 4512.475098
	Iteration 2F: 3 clusters Score -1313545 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1313801.750000 Penalty: 4512.475098
	Iteration 3F: 3 clusters Score -1313802 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1314019.500000 Penalty: 4512.475098
	Iteration 4Q: 3 clusters Score -1314020 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1314228.125000 Penalty: 4512.475098
	Iteration 5Q: 3 clusters Score -1314228 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1314419.500000 Penalty: 4512.475098
	Iteration 6Q: 3 clusters Score -1314420 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1314645.250000 Penalty: 4512.475098
	Iteration 7Q: 3 clusters Score -1314645 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1314878.625000 Penalty: 4512.475098
	Iteration 8Q: 3 clusters Score -1314879 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1315118.250000 Penalty: 4512.475098
	Iteration 9Q: 3 clusters Score -1315118 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1315303.625000 Penalty: 4512.475098
	Iteration 10Q: 3 clusters Score -1315304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1315465.125000 Penalty: 4512.475098
	Iteration 11Q: 3 clusters Score -1315465 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1315615.500000 Penalty: 4512.475098
	Iteration 12Q: 3 clusters Score -1315616 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1315756.625000 Penalty: 4512.475098
	Iteration 13Q: 3 clusters Score -1315757 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1315871.750000 Penalty: 4512.475098
	Iteration 14Q: 3 clusters Score -1315872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1315993.625000 Penalty: 4512.475098
	Iteration 15Q: 3 clusters Score -1315994 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1316113.625000 Penalty: 4512.475098
	Iteration 16Q: 3 clusters Score -1316114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1316200.625000 Penalty: 4512.475098
	Iteration 17Q: 3 clusters Score -1316201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1316260.625000 Penalty: 4512.475098
	Iteration 18Q: 3 clusters Score -1316261 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1316325.125000 Penalty: 4512.475098
	Iteration 19Q: 3 clusters Score -1316325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1316361.375000 Penalty: 4512.475098
	Iteration 20F: 3 clusters Score -1316361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1316378.625000 Penalty: 4512.475098
	Iteration 21Q: 3 clusters Score -1316379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1316398.875000 Penalty: 4512.475098
	Iteration 22Q: 3 clusters Score -1316399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1316418.000000 Penalty: 4512.475098
	Iteration 23Q: 3 clusters Score -1316418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1316432.500000 Penalty: 4512.475098
	Iteration 24Q: 3 clusters Score -1316432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1316442.500000 Penalty: 4512.475098
	Iteration 25Q: 3 clusters Score -1316442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1316447.875000 Penalty: 4512.475098
	Iteration 26Q: 3 clusters Score -1316448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1316449.625000 Penalty: 4512.475098
	Iteration 27Q: 3 clusters Score -1316450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1316453.625000 Penalty: 4512.475098
	Iteration 28Q: 3 clusters Score -1316454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1316454.375000 Penalty: 4512.475098
	Iteration 29Q: 3 clusters Score -1316454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1316453.000000 Penalty: 4512.475098
	Iteration 30Q: 3 clusters Score -1316453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1316456.625000 Penalty: 4512.475098
	Iteration 31Q: 3 clusters Score -1316457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1316460.875000 Penalty: 4512.475098
	Iteration 32Q: 3 clusters Score -1316461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1316460.250000 Penalty: 4512.475098
	Iteration 33Q: 3 clusters Score -1316460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1316460.750000 Penalty: 4512.475098
	Iteration 34Q: 3 clusters Score -1316461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1316460.750000 Penalty: 4512.475098
	Iteration 35F: 3 clusters Score -1316461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62224 members 
Entering Unmasked Estep 
Score: -9331155.000000 Penalty: 2737.547119
	Iteration 0F: 2 clusters Score -9331155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -9289294.000000 Penalty: 5475.094238
	Iteration 0F: 3 clusters Score -9289294 nChanged 28989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -9305549.000000 Penalty: 5475.094238
	Iteration 1F: 3 clusters Score -9305549 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -9306431.000000 Penalty: 5475.094238
	Iteration 2Q: 3 clusters Score -9306431 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -9307487.000000 Penalty: 5475.094238
	Iteration 3Q: 3 clusters Score -9307487 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -9308666.000000 Penalty: 5475.094238
	Iteration 4Q: 3 clusters Score -9308666 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -9309931.000000 Penalty: 5475.094238
	Iteration 5Q: 3 clusters Score -9309931 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -9311489.000000 Penalty: 5475.094238
	Iteration 6Q: 3 clusters Score -9311489 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -9312850.000000 Penalty: 5475.094238
	Iteration 7F: 3 clusters Score -9312850 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5475.094238
	Iteration 8Q: 3 clusters Score -9314297 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9315700.000000 Penalty: 5475.094238
	Iteration 9Q: 3 clusters Score -9315700 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -9316994.000000 Penalty: 5475.094238
	Iteration 10Q: 3 clusters Score -9316994 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -9318194.000000 Penalty: 5475.094238
	Iteration 11Q: 3 clusters Score -9318194 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -9319290.000000 Penalty: 5475.094238
	Iteration 12Q: 3 clusters Score -9319290 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -9320155.000000 Penalty: 5475.094238
	Iteration 13Q: 3 clusters Score -9320155 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -9320763.000000 Penalty: 5475.094238
	Iteration 14Q: 3 clusters Score -9320763 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -9321237.000000 Penalty: 5475.094238
	Iteration 15Q: 3 clusters Score -9321237 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -9321479.000000 Penalty: 5475.094238
	Iteration 16Q: 3 clusters Score -9321479 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -9321682.000000 Penalty: 5475.094238
	Iteration 17Q: 3 clusters Score -9321682 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -9321842.000000 Penalty: 5475.094238
	Iteration 18Q: 3 clusters Score -9321842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -9321972.000000 Penalty: 5475.094238
	Iteration 19Q: 3 clusters Score -9321972 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -9322122.000000 Penalty: 5475.094238
	Iteration 20F: 3 clusters Score -9322122 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -9322304.000000 Penalty: 5475.094238
	Iteration 21Q: 3 clusters Score -9322304 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -9322453.000000 Penalty: 5475.094238
	Iteration 22Q: 3 clusters Score -9322453 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -9322579.000000 Penalty: 5475.094238
	Iteration 23Q: 3 clusters Score -9322579 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -9322761.000000 Penalty: 5475.094238
	Iteration 24Q: 3 clusters Score -9322761 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -9322925.000000 Penalty: 5475.094238
	Iteration 25Q: 3 clusters Score -9322925 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9323014.000000 Penalty: 5475.094238
	Iteration 26Q: 3 clusters Score -9323014 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -9323178.000000 Penalty: 5475.094238
	Iteration 27Q: 3 clusters Score -9323178 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -9323312.000000 Penalty: 5475.094238
	Iteration 28Q: 3 clusters Score -9323312 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -9323433.000000 Penalty: 5475.094238
	Iteration 29Q: 3 clusters Score -9323433 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -9323578.000000 Penalty: 5475.094238
	Iteration 30Q: 3 clusters Score -9323578 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -9323707.000000 Penalty: 5475.094238
	Iteration 31Q: 3 clusters Score -9323707 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -9323861.000000 Penalty: 5475.094238
	Iteration 32Q: 3 clusters Score -9323861 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -9323982.000000 Penalty: 5475.094238
	Iteration 33Q: 3 clusters Score -9323982 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9324105.000000 Penalty: 5475.094238
	Iteration 34Q: 3 clusters Score -9324105 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -9324226.000000 Penalty: 5475.094238
	Iteration 35Q: 3 clusters Score -9324226 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -9324353.000000 Penalty: 5475.094238
	Iteration 36Q: 3 clusters Score -9324353 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -9324405.000000 Penalty: 5475.094238
	Iteration 37Q: 3 clusters Score -9324405 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -9324523.000000 Penalty: 5475.094238
	Iteration 38Q: 3 clusters Score -9324523 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -9324623.000000 Penalty: 5475.094238
	Iteration 39Q: 3 clusters Score -9324623 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -9324651.000000 Penalty: 5475.094238
	Iteration 40F: 3 clusters Score -9324651 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -9324760.000000 Penalty: 5475.094238
	Iteration 41Q: 3 clusters Score -9324760 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -9324888.000000 Penalty: 5475.094238
	Iteration 42Q: 3 clusters Score -9324888 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -9324979.000000 Penalty: 5475.094238
	Iteration 43Q: 3 clusters Score -9324979 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -9325068.000000 Penalty: 5475.094238
	Iteration 44Q: 3 clusters Score -9325068 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -9325169.000000 Penalty: 5475.094238
	Iteration 45Q: 3 clusters Score -9325169 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -9325254.000000 Penalty: 5475.094238
	Iteration 46Q: 3 clusters Score -9325254 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -9325339.000000 Penalty: 5475.094238
	Iteration 47Q: 3 clusters Score -9325339 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -9325427.000000 Penalty: 5475.094238
	Iteration 48Q: 3 clusters Score -9325427 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -9325515.000000 Penalty: 5475.094238
	Iteration 49Q: 3 clusters Score -9325515 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -9325597.000000 Penalty: 5475.094238
	Iteration 50Q: 3 clusters Score -9325597 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9325692.000000 Penalty: 5475.094238
	Iteration 51Q: 3 clusters Score -9325692 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -9325780.000000 Penalty: 5475.094238
	Iteration 52Q: 3 clusters Score -9325780 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -9325891.000000 Penalty: 5475.094238
	Iteration 53Q: 3 clusters Score -9325891 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -9325928.000000 Penalty: 5475.094238
	Iteration 54Q: 3 clusters Score -9325928 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -9326010.000000 Penalty: 5475.094238
	Iteration 55Q: 3 clusters Score -9326010 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -9326109.000000 Penalty: 5475.094238
	Iteration 56Q: 3 clusters Score -9326109 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -9326183.000000 Penalty: 5475.094238
	Iteration 57Q: 3 clusters Score -9326183 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -9326257.000000 Penalty: 5475.094238
	Iteration 58Q: 3 clusters Score -9326257 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -9326350.000000 Penalty: 5475.094238
	Iteration 59Q: 3 clusters Score -9326350 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -9326424.000000 Penalty: 5475.094238
	Iteration 60F: 3 clusters Score -9326424 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -9326493.000000 Penalty: 5475.094238
	Iteration 61Q: 3 clusters Score -9326493 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -9326604.000000 Penalty: 5475.094238
	Iteration 62Q: 3 clusters Score -9326604 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -9326729.000000 Penalty: 5475.094238
	Iteration 63Q: 3 clusters Score -9326729 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -9326831.000000 Penalty: 5475.094238
	Iteration 64Q: 3 clusters Score -9326831 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9326908.000000 Penalty: 5475.094238
	Iteration 65Q: 3 clusters Score -9326908 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -9327043.000000 Penalty: 5475.094238
	Iteration 66Q: 3 clusters Score -9327043 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9327143.000000 Penalty: 5475.094238
	Iteration 67Q: 3 clusters Score -9327143 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9327276.000000 Penalty: 5475.094238
	Iteration 68Q: 3 clusters Score -9327276 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -9327435.000000 Penalty: 5475.094238
	Iteration 69Q: 3 clusters Score -9327435 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -9327572.000000 Penalty: 5475.094238
	Iteration 70Q: 3 clusters Score -9327572 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9327693.000000 Penalty: 5475.094238
	Iteration 71Q: 3 clusters Score -9327693 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -9327804.000000 Penalty: 5475.094238
	Iteration 72Q: 3 clusters Score -9327804 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -9327865.000000 Penalty: 5475.094238
	Iteration 73Q: 3 clusters Score -9327865 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9327934.000000 Penalty: 5475.094238
	Iteration 74Q: 3 clusters Score -9327934 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -9328031.000000 Penalty: 5475.094238
	Iteration 75Q: 3 clusters Score -9328031 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -9328088.000000 Penalty: 5475.094238
	Iteration 76Q: 3 clusters Score -9328088 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -9328128.000000 Penalty: 5475.094238
	Iteration 77Q: 3 clusters Score -9328128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -9328140.000000 Penalty: 5475.094238
	Iteration 78Q: 3 clusters Score -9328140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -9328176.000000 Penalty: 5475.094238
	Iteration 79Q: 3 clusters Score -9328176 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -9328194.000000 Penalty: 5475.094238
	Iteration 80F: 3 clusters Score -9328194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 52680 members 
Entering Unmasked Estep 
Score: -9328223.000000 Penalty: 5475.094238
	Iteration 81Q: 3 clusters Score -9328223 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -9328252.000000 Penalty: 5475.094238
	Iteration 82Q: 3 clusters Score -9328252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -9328256.000000 Penalty: 5475.094238
	Iteration 83Q: 3 clusters Score -9328256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -9328255.000000 Penalty: 5475.094238
	Iteration 84Q: 3 clusters Score -9328255 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -9328290.000000 Penalty: 5475.094238
	Iteration 85Q: 3 clusters Score -9328290 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -9328304.000000 Penalty: 5475.094238
	Iteration 86Q: 3 clusters Score -9328304 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -9328312.000000 Penalty: 5475.094238
	Iteration 87Q: 3 clusters Score -9328312 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -9328310.000000 Penalty: 5475.094238
	Iteration 88Q: 3 clusters Score -9328310 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -9328346.000000 Penalty: 5475.094238
	Iteration 89Q: 3 clusters Score -9328346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -9328333.000000 Penalty: 5475.094238
	Iteration 90Q: 3 clusters Score -9328333 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -9328353.000000 Penalty: 5475.094238
	Iteration 91Q: 3 clusters Score -9328353 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -9328345.000000 Penalty: 5475.094238
	Iteration 92Q: 3 clusters Score -9328345 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -9328360.000000 Penalty: 5475.094238
	Iteration 93Q: 3 clusters Score -9328360 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -9328357.000000 Penalty: 5475.094238
	Iteration 94Q: 3 clusters Score -9328357 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -9328368.000000 Penalty: 5475.094238
	Iteration 95Q: 3 clusters Score -9328368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -9328380.000000 Penalty: 5475.094238
	Iteration 96Q: 3 clusters Score -9328380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -9328403.000000 Penalty: 5475.094238
	Iteration 97Q: 3 clusters Score -9328403 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -9328416.000000 Penalty: 5475.094238
	Iteration 98Q: 3 clusters Score -9328416 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -9328450.000000 Penalty: 5475.094238
	Iteration 99Q: 3 clusters Score -9328450 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -9328458.000000 Penalty: 5475.094238
	Iteration 100F: 3 clusters Score -9328458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -9328483.000000 Penalty: 5475.094238
	Iteration 101Q: 3 clusters Score -9328483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -9328487.000000 Penalty: 5475.094238
	Iteration 102Q: 3 clusters Score -9328487 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -9328485.000000 Penalty: 5475.094238
	Iteration 103Q: 3 clusters Score -9328485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -9328495.000000 Penalty: 5475.094238
	Iteration 104Q: 3 clusters Score -9328495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -9328497.000000 Penalty: 5475.094238
	Iteration 105Q: 3 clusters Score -9328497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -9328508.000000 Penalty: 5475.094238
	Iteration 106Q: 3 clusters Score -9328508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -9328510.000000 Penalty: 5475.094238
	Iteration 107Q: 3 clusters Score -9328510 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -9328493.000000 Penalty: 5475.094238
	Iteration 108Q: 3 clusters Score -9328493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -9328521.000000 Penalty: 5475.094238
	Iteration 109Q: 3 clusters Score -9328521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -9328527.000000 Penalty: 5475.094238
	Iteration 110Q: 3 clusters Score -9328527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -9328548.000000 Penalty: 5475.094238
	Iteration 111Q: 3 clusters Score -9328548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -9328556.000000 Penalty: 5475.094238
	Iteration 112Q: 3 clusters Score -9328556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -9328556.000000 Penalty: 5475.094238
	Iteration 113Q: 3 clusters Score -9328556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -9328580.000000 Penalty: 5475.094238
	Iteration 114Q: 3 clusters Score -9328580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -9328591.000000 Penalty: 5475.094238
	Iteration 115Q: 3 clusters Score -9328591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 55979 members 
Entering Unmasked Estep 
Score: -9328597.000000 Penalty: 5475.094238
	Iteration 116Q: 3 clusters Score -9328597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -9328598.000000 Penalty: 5475.094238
	Iteration 117Q: 3 clusters Score -9328598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -9328584.000000 Penalty: 5475.094238
	Iteration 118Q: 3 clusters Score -9328584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -9328590.000000 Penalty: 5475.094238
	Iteration 119Q: 3 clusters Score -9328590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -9328597.000000 Penalty: 5475.094238
	Iteration 120F: 3 clusters Score -9328597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -9328601.000000 Penalty: 5475.094238
	Iteration 121Q: 3 clusters Score -9328601 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -9328601.000000 Penalty: 5475.094238
	Iteration 122Q: 3 clusters Score -9328601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -9328612.000000 Penalty: 5475.094238
	Iteration 123Q: 3 clusters Score -9328612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -9328607.000000 Penalty: 5475.094238
	Iteration 124Q: 3 clusters Score -9328607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -9328631.000000 Penalty: 5475.094238
	Iteration 125Q: 3 clusters Score -9328631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -9328651.000000 Penalty: 5475.094238
	Iteration 126Q: 3 clusters Score -9328651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -9328649.000000 Penalty: 5475.094238
	Iteration 127Q: 3 clusters Score -9328649 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -9328653.000000 Penalty: 5475.094238
	Iteration 128Q: 3 clusters Score -9328653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -9328646.000000 Penalty: 5475.094238
	Iteration 129Q: 3 clusters Score -9328646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 56756 members 
Entering Unmasked Estep 
Score: -9328660.000000 Penalty: 5475.094238
	Iteration 130Q: 3 clusters Score -9328660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -9328689.000000 Penalty: 5475.094238
	Iteration 131Q: 3 clusters Score -9328689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -9328686.000000 Penalty: 5475.094238
	Iteration 132Q: 3 clusters Score -9328686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -9328685.000000 Penalty: 5475.094238
	Iteration 133Q: 3 clusters Score -9328685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -9328672.000000 Penalty: 5475.094238
	Iteration 134Q: 3 clusters Score -9328672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -9328682.000000 Penalty: 5475.094238
	Iteration 135Q: 3 clusters Score -9328682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -9328698.000000 Penalty: 5475.094238
	Iteration 136Q: 3 clusters Score -9328698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -9328706.000000 Penalty: 5475.094238
	Iteration 137Q: 3 clusters Score -9328706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -9328709.000000 Penalty: 5475.094238
	Iteration 138Q: 3 clusters Score -9328709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -9328714.000000 Penalty: 5475.094238
	Iteration 139Q: 3 clusters Score -9328714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -9328713.000000 Penalty: 5475.094238
	Iteration 140F: 3 clusters Score -9328713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -9328700.000000 Penalty: 5475.094238
	Iteration 141Q: 3 clusters Score -9328700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -9328695.000000 Penalty: 5475.094238
	Iteration 142Q: 3 clusters Score -9328695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -9328696.000000 Penalty: 5475.094238
	Iteration 143Q: 3 clusters Score -9328696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -9328703.000000 Penalty: 5475.094238
	Iteration 144Q: 3 clusters Score -9328703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -9328699.000000 Penalty: 5475.094238
	Iteration 145Q: 3 clusters Score -9328699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 57518 members 
Entering Unmasked Estep 
Score: -9328703.000000 Penalty: 5475.094238
	Iteration 146Q: 3 clusters Score -9328703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -9328704.000000 Penalty: 5475.094238
	Iteration 147Q: 3 clusters Score -9328704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -9328726.000000 Penalty: 5475.094238
	Iteration 148Q: 3 clusters Score -9328726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 57661 members 
Entering Unmasked Estep 
Score: -9328728.000000 Penalty: 5475.094238
	Iteration 149Q: 3 clusters Score -9328728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 57707 members 
Entering Unmasked Estep 
Score: -9328756.000000 Penalty: 5475.094238
	Iteration 150Q: 3 clusters Score -9328756 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -9328788.000000 Penalty: 5475.094238
	Iteration 151Q: 3 clusters Score -9328788 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -9328805.000000 Penalty: 5475.094238
	Iteration 152Q: 3 clusters Score -9328805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -9328781.000000 Penalty: 5475.094238
	Iteration 153Q: 3 clusters Score -9328781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -9328809.000000 Penalty: 5475.094238
	Iteration 154Q: 3 clusters Score -9328809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 57938 members 
Entering Unmasked Estep 
Score: -9328817.000000 Penalty: 5475.094238
	Iteration 155Q: 3 clusters Score -9328817 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -9328808.000000 Penalty: 5475.094238
	Iteration 156Q: 3 clusters Score -9328808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -9328814.000000 Penalty: 5475.094238
	Iteration 157Q: 3 clusters Score -9328814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -9328822.000000 Penalty: 5475.094238
	Iteration 158Q: 3 clusters Score -9328822 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -9328825.000000 Penalty: 5475.094238
	Iteration 159Q: 3 clusters Score -9328825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -9328841.000000 Penalty: 5475.094238
	Iteration 160F: 3 clusters Score -9328841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -9328849.000000 Penalty: 5475.094238
	Iteration 161Q: 3 clusters Score -9328849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -9328849.000000 Penalty: 5475.094238
	Iteration 162Q: 3 clusters Score -9328849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -9328867.000000 Penalty: 5475.094238
	Iteration 163Q: 3 clusters Score -9328867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 58230 members 
Entering Unmasked Estep 
Score: -9328879.000000 Penalty: 5475.094238
	Iteration 164Q: 3 clusters Score -9328879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -9328884.000000 Penalty: 5475.094238
	Iteration 165Q: 3 clusters Score -9328884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -9328905.000000 Penalty: 5475.094238
	Iteration 166Q: 3 clusters Score -9328905 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -9328902.000000 Penalty: 5475.094238
	Iteration 167Q: 3 clusters Score -9328902 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -9328893.000000 Penalty: 5475.094238
	Iteration 168Q: 3 clusters Score -9328893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -9328916.000000 Penalty: 5475.094238
	Iteration 169Q: 3 clusters Score -9328916 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -9328897.000000 Penalty: 5475.094238
	Iteration 170Q: 3 clusters Score -9328897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 58547 members 
Entering Unmasked Estep 
Score: -9328896.000000 Penalty: 5475.094238
	Iteration 171Q: 3 clusters Score -9328896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -9328902.000000 Penalty: 5475.094238
	Iteration 172Q: 3 clusters Score -9328902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -9328897.000000 Penalty: 5475.094238
	Iteration 173Q: 3 clusters Score -9328897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -9328925.000000 Penalty: 5475.094238
	Iteration 174Q: 3 clusters Score -9328925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -9328946.000000 Penalty: 5475.094238
	Iteration 175Q: 3 clusters Score -9328946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -9328964.000000 Penalty: 5475.094238
	Iteration 176Q: 3 clusters Score -9328964 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -9328960.000000 Penalty: 5475.094238
	Iteration 177Q: 3 clusters Score -9328960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -9328962.000000 Penalty: 5475.094238
	Iteration 178Q: 3 clusters Score -9328962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -9328969.000000 Penalty: 5475.094238
	Iteration 179Q: 3 clusters Score -9328969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -9328962.000000 Penalty: 5475.094238
	Iteration 180F: 3 clusters Score -9328962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -9328969.000000 Penalty: 5475.094238
	Iteration 181Q: 3 clusters Score -9328969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -9328968.000000 Penalty: 5475.094238
	Iteration 182Q: 3 clusters Score -9328968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -9328966.000000 Penalty: 5475.094238
	Iteration 183Q: 3 clusters Score -9328966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -9328971.000000 Penalty: 5475.094238
	Iteration 184Q: 3 clusters Score -9328971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -9328974.000000 Penalty: 5475.094238
	Iteration 185Q: 3 clusters Score -9328974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -9328976.000000 Penalty: 5475.094238
	Iteration 186Q: 3 clusters Score -9328976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -9328979.000000 Penalty: 5475.094238
	Iteration 187Q: 3 clusters Score -9328979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -9329004.000000 Penalty: 5475.094238
	Iteration 188Q: 3 clusters Score -9329004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 59081 members 
Entering Unmasked Estep 
Score: -9328992.000000 Penalty: 5475.094238
	Iteration 189Q: 3 clusters Score -9328992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -9328996.000000 Penalty: 5475.094238
	Iteration 190Q: 3 clusters Score -9328996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 59116 members 
Entering Unmasked Estep 
Score: -9328996.000000 Penalty: 5475.094238
	Iteration 191Q: 3 clusters Score -9328996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -9328991.000000 Penalty: 5475.094238
	Iteration 192Q: 3 clusters Score -9328991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -9328989.000000 Penalty: 5475.094238
	Iteration 193Q: 3 clusters Score -9328989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -9328992.000000 Penalty: 5475.094238
	Iteration 194Q: 3 clusters Score -9328992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -9329004.000000 Penalty: 5475.094238
	Iteration 195Q: 3 clusters Score -9329004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -9329002.000000 Penalty: 5475.094238
	Iteration 196Q: 3 clusters Score -9329002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -9329025.000000 Penalty: 5475.094238
	Iteration 197Q: 3 clusters Score -9329025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -9329020.000000 Penalty: 5475.094238
	Iteration 198Q: 3 clusters Score -9329020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 59204 members 
Entering Unmasked Estep 
Score: -9329018.000000 Penalty: 5475.094238
	Iteration 199Q: 3 clusters Score -9329018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -9329018.000000 Penalty: 5475.094238
	Iteration 200F: 3 clusters Score -9329018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -9329019.000000 Penalty: 5475.094238
	Iteration 201Q: 3 clusters Score -9329019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -9329016.000000 Penalty: 5475.094238
	Iteration 202Q: 3 clusters Score -9329016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -9329019.000000 Penalty: 5475.094238
	Iteration 203Q: 3 clusters Score -9329019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -9329019.000000 Penalty: 5475.094238
	Iteration 204F: 3 clusters Score -9329019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -204339.500000 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -204339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -202171.250000 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -202171.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -203141.531250 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -203141.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -203695.875000 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -203695.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203965.265625 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -203965.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -204124.828125 Penalty: 3649.031494
	Iteration 4F: 3 clusters Score -204124.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -204266.437500 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -204266.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -204354.937500 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -204354.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -204399.625000 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -204399.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -204425.296875 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -204425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -204440.203125 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -204440.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -204450.265625 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -204450.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -204458.671875 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -204458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -204462.062500 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -204462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -204464.109375 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -204464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -204465.484375 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -204465.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -204467.828125 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -204467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -204467.828125 Penalty: 3649.031494
	Iteration 16F: 3 clusters Score -204467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1148 members 
Entering Unmasked Estep 
Score: -115061016.000000 Penalty: 158475.468750
Splitting cluster 5 changes total score from -115062152.000000 to -115061016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Entering Unmasked Estep 
Score: -1548258.375000 Penalty: 2310.380615
	Iteration 0F: 2 clusters Score -1548258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1539863.750000 Penalty: 4620.761230
	Iteration 0F: 3 clusters Score -1539864 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1542690.750000 Penalty: 4620.761230
	Iteration 1F: 3 clusters Score -1542691 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1543558.000000 Penalty: 4620.761230
	Iteration 2F: 3 clusters Score -1543558 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1544560.625000 Penalty: 4620.761230
	Iteration 3F: 3 clusters Score -1544561 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1545392.750000 Penalty: 4620.761230
	Iteration 4F: 3 clusters Score -1545393 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1545879.000000 Penalty: 4620.761230
	Iteration 5F: 3 clusters Score -1545879 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1546157.625000 Penalty: 4620.761230
	Iteration 6Q: 3 clusters Score -1546158 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1546311.500000 Penalty: 4620.761230
	Iteration 7Q: 3 clusters Score -1546312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1546401.875000 Penalty: 4620.761230
	Iteration 8Q: 3 clusters Score -1546402 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1546465.875000 Penalty: 4620.761230
	Iteration 9Q: 3 clusters Score -1546466 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1546523.125000 Penalty: 4620.761230
	Iteration 10Q: 3 clusters Score -1546523 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1546567.875000 Penalty: 4620.761230
	Iteration 11Q: 3 clusters Score -1546568 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1546610.125000 Penalty: 4620.761230
	Iteration 12Q: 3 clusters Score -1546610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1546653.000000 Penalty: 4620.761230
	Iteration 13Q: 3 clusters Score -1546653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1546690.750000 Penalty: 4620.761230
	Iteration 14Q: 3 clusters Score -1546691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1546718.625000 Penalty: 4620.761230
	Iteration 15Q: 3 clusters Score -1546719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1546753.875000 Penalty: 4620.761230
	Iteration 16Q: 3 clusters Score -1546754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1546790.750000 Penalty: 4620.761230
	Iteration 17Q: 3 clusters Score -1546791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1546841.375000 Penalty: 4620.761230
	Iteration 18Q: 3 clusters Score -1546841 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1546894.875000 Penalty: 4620.761230
	Iteration 19Q: 3 clusters Score -1546895 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1546952.625000 Penalty: 4620.761230
	Iteration 20F: 3 clusters Score -1546953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1546994.000000 Penalty: 4620.761230
	Iteration 21Q: 3 clusters Score -1546994 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1547022.125000 Penalty: 4620.761230
	Iteration 22Q: 3 clusters Score -1547022 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1547043.875000 Penalty: 4620.761230
	Iteration 23Q: 3 clusters Score -1547044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1547059.875000 Penalty: 4620.761230
	Iteration 24Q: 3 clusters Score -1547060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1547068.500000 Penalty: 4620.761230
	Iteration 25Q: 3 clusters Score -1547068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1547076.500000 Penalty: 4620.761230
	Iteration 26Q: 3 clusters Score -1547076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1547088.875000 Penalty: 4620.761230
	Iteration 27Q: 3 clusters Score -1547089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1547094.125000 Penalty: 4620.761230
	Iteration 28Q: 3 clusters Score -1547094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1547104.750000 Penalty: 4620.761230
	Iteration 29Q: 3 clusters Score -1547105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1547113.250000 Penalty: 4620.761230
	Iteration 30Q: 3 clusters Score -1547113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1547121.625000 Penalty: 4620.761230
	Iteration 31Q: 3 clusters Score -1547122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1547131.500000 Penalty: 4620.761230
	Iteration 32Q: 3 clusters Score -1547132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1547141.250000 Penalty: 4620.761230
	Iteration 33Q: 3 clusters Score -1547141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1547148.750000 Penalty: 4620.761230
	Iteration 34Q: 3 clusters Score -1547149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1547158.750000 Penalty: 4620.761230
	Iteration 35Q: 3 clusters Score -1547159 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1547173.875000 Penalty: 4620.761230
	Iteration 36Q: 3 clusters Score -1547174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1547175.000000 Penalty: 4620.761230
	Iteration 37Q: 3 clusters Score -1547175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1547182.375000 Penalty: 4620.761230
	Iteration 38Q: 3 clusters Score -1547182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1547184.125000 Penalty: 4620.761230
	Iteration 39Q: 3 clusters Score -1547184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1547192.500000 Penalty: 4620.761230
	Iteration 40F: 3 clusters Score -1547192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1547201.625000 Penalty: 4620.761230
	Iteration 41Q: 3 clusters Score -1547202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1547205.000000 Penalty: 4620.761230
	Iteration 42Q: 3 clusters Score -1547205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1547212.750000 Penalty: 4620.761230
	Iteration 43Q: 3 clusters Score -1547213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1547215.375000 Penalty: 4620.761230
	Iteration 44Q: 3 clusters Score -1547215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1547217.250000 Penalty: 4620.761230
	Iteration 45Q: 3 clusters Score -1547217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1547225.000000 Penalty: 4620.761230
	Iteration 46Q: 3 clusters Score -1547225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1547228.500000 Penalty: 4620.761230
	Iteration 47Q: 3 clusters Score -1547228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1547234.500000 Penalty: 4620.761230
	Iteration 48Q: 3 clusters Score -1547234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1547245.125000 Penalty: 4620.761230
	Iteration 49Q: 3 clusters Score -1547245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1547250.500000 Penalty: 4620.761230
	Iteration 50Q: 3 clusters Score -1547250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1547252.875000 Penalty: 4620.761230
	Iteration 51Q: 3 clusters Score -1547253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1547254.750000 Penalty: 4620.761230
	Iteration 52Q: 3 clusters Score -1547255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1547256.250000 Penalty: 4620.761230
	Iteration 53Q: 3 clusters Score -1547256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1547257.375000 Penalty: 4620.761230
	Iteration 54Q: 3 clusters Score -1547257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1547258.000000 Penalty: 4620.761230
	Iteration 55Q: 3 clusters Score -1547258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1547258.750000 Penalty: 4620.761230
	Iteration 56Q: 3 clusters Score -1547259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1547263.375000 Penalty: 4620.761230
	Iteration 57Q: 3 clusters Score -1547263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1547266.375000 Penalty: 4620.761230
	Iteration 58Q: 3 clusters Score -1547266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1547267.750000 Penalty: 4620.761230
	Iteration 59Q: 3 clusters Score -1547268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1547266.375000 Penalty: 4620.761230
	Iteration 60F: 3 clusters Score -1547266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1547261.625000 Penalty: 4620.761230
	Iteration 61Q: 3 clusters Score -1547262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1547265.000000 Penalty: 4620.761230
	Iteration 62Q: 3 clusters Score -1547265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1547265.625000 Penalty: 4620.761230
	Iteration 63Q: 3 clusters Score -1547266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1547265.875000 Penalty: 4620.761230
	Iteration 64Q: 3 clusters Score -1547266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1547265.750000 Penalty: 4620.761230
	Iteration 65Q: 3 clusters Score -1547266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1547263.625000 Penalty: 4620.761230
	Iteration 66Q: 3 clusters Score -1547264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1547267.500000 Penalty: 4620.761230
	Iteration 67Q: 3 clusters Score -1547268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1547266.250000 Penalty: 4620.761230
	Iteration 68Q: 3 clusters Score -1547266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1547266.625000 Penalty: 4620.761230
	Iteration 69Q: 3 clusters Score -1547267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1547265.625000 Penalty: 4620.761230
	Iteration 70Q: 3 clusters Score -1547266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1547265.625000 Penalty: 4620.761230
	Iteration 71F: 3 clusters Score -1547266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -91353.898438 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -91353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89713.875000 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -89713.88 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90069.140625 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -90069.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90239.664062 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -90239.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90344.023438 Penalty: 3311.833496
	Iteration 3F: 3 clusters Score -90344.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90421.359375 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -90421.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90499.507812 Penalty: 3311.833496
	Iteration 5F: 3 clusters Score -90499.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90566.750000 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -90566.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90643.320312 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -90643.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90679.835938 Penalty: 3311.833496
	Iteration 8Q: 3 clusters Score -90679.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90696.820312 Penalty: 3311.833496
	Iteration 9Q: 3 clusters Score -90696.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90706.320312 Penalty: 3311.833496
	Iteration 10Q: 3 clusters Score -90706.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90709.554688 Penalty: 3311.833496
	Iteration 11Q: 3 clusters Score -90709.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90710.742188 Penalty: 3311.833496
	Iteration 12Q: 3 clusters Score -90710.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90710.742188 Penalty: 3311.833496
	Iteration 13F: 3 clusters Score -90710.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55250.972656 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55250.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53869.125000 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53869.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54006.660156 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54006.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54052.843750 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -54052.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54070.703125 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54078.769531 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54078.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54078.769531 Penalty: 2974.240234
	Iteration 5F: 3 clusters Score -54078.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Entering Unmasked Estep 
Score: -1504932.750000 Penalty: 2292.288330
	Iteration 0F: 2 clusters Score -1504933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1496972.000000 Penalty: 4584.576660
	Iteration 0F: 3 clusters Score -1496972 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1499354.625000 Penalty: 4584.576660
	Iteration 1F: 3 clusters Score -1499355 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1499779.250000 Penalty: 4584.576660
	Iteration 2F: 3 clusters Score -1499779 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1500160.250000 Penalty: 4584.576660
	Iteration 3F: 3 clusters Score -1500160 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1500539.125000 Penalty: 4584.576660
	Iteration 4F: 3 clusters Score -1500539 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1500994.250000 Penalty: 4584.576660
	Iteration 5F: 3 clusters Score -1500994 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1501524.625000 Penalty: 4584.576660
	Iteration 6F: 3 clusters Score -1501525 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1502037.375000 Penalty: 4584.576660
	Iteration 7F: 3 clusters Score -1502037 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1502599.375000 Penalty: 4584.576660
	Iteration 8F: 3 clusters Score -1502599 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1503211.375000 Penalty: 4584.576660
	Iteration 9F: 3 clusters Score -1503211 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1503772.750000 Penalty: 4584.576660
	Iteration 10F: 3 clusters Score -1503773 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1504173.375000 Penalty: 4584.576660
	Iteration 11Q: 3 clusters Score -1504173 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1504407.750000 Penalty: 4584.576660
	Iteration 12Q: 3 clusters Score -1504408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1504556.375000 Penalty: 4584.576660
	Iteration 13Q: 3 clusters Score -1504556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1504641.625000 Penalty: 4584.576660
	Iteration 14Q: 3 clusters Score -1504642 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1504709.500000 Penalty: 4584.576660
	Iteration 15Q: 3 clusters Score -1504710 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1504769.000000 Penalty: 4584.576660
	Iteration 16Q: 3 clusters Score -1504769 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1504820.000000 Penalty: 4584.576660
	Iteration 17Q: 3 clusters Score -1504820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1504851.875000 Penalty: 4584.576660
	Iteration 18Q: 3 clusters Score -1504852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1504872.750000 Penalty: 4584.576660
	Iteration 19Q: 3 clusters Score -1504873 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1504885.125000 Penalty: 4584.576660
	Iteration 20F: 3 clusters Score -1504885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1504891.000000 Penalty: 4584.576660
	Iteration 21Q: 3 clusters Score -1504891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1504897.125000 Penalty: 4584.576660
	Iteration 22Q: 3 clusters Score -1504897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1504897.250000 Penalty: 4584.576660
	Iteration 23Q: 3 clusters Score -1504897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1504894.000000 Penalty: 4584.576660
	Iteration 24Q: 3 clusters Score -1504894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1504901.125000 Penalty: 4584.576660
	Iteration 25Q: 3 clusters Score -1504901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1504901.875000 Penalty: 4584.576660
	Iteration 26Q: 3 clusters Score -1504902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1504902.500000 Penalty: 4584.576660
	Iteration 27Q: 3 clusters Score -1504902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1504901.125000 Penalty: 4584.576660
	Iteration 28Q: 3 clusters Score -1504901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1504903.375000 Penalty: 4584.576660
	Iteration 29Q: 3 clusters Score -1504903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1504905.375000 Penalty: 4584.576660
	Iteration 30Q: 3 clusters Score -1504905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1504906.500000 Penalty: 4584.576660
	Iteration 31Q: 3 clusters Score -1504906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1504909.000000 Penalty: 4584.576660
	Iteration 32Q: 3 clusters Score -1504909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1504909.500000 Penalty: 4584.576660
	Iteration 33Q: 3 clusters Score -1504910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1504911.875000 Penalty: 4584.576660
	Iteration 34Q: 3 clusters Score -1504912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1504911.625000 Penalty: 4584.576660
	Iteration 35Q: 3 clusters Score -1504912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1504912.375000 Penalty: 4584.576660
	Iteration 36Q: 3 clusters Score -1504912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1504916.250000 Penalty: 4584.576660
	Iteration 37Q: 3 clusters Score -1504916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1504915.500000 Penalty: 4584.576660
	Iteration 38Q: 3 clusters Score -1504916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1504914.250000 Penalty: 4584.576660
	Iteration 39Q: 3 clusters Score -1504914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1504914.250000 Penalty: 4584.576660
	Iteration 40F: 3 clusters Score -1504914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122496.250000 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122496.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -122894.023438 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123098.101562 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -123098.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123354.437500 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -123354.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123997.203125 Penalty: 3385.966553
	Iteration 4Q: 3 clusters Score -123997.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124313.843750 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -124313.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124467.773438 Penalty: 3385.966553
	Iteration 6F: 3 clusters Score -124467.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -124586.539062 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -124586.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -124665.742188 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124665.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124747.804688 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -124747.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -124814.179688 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -124814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -124855.429688 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -124855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -124891.421875 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -124891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124917.554688 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -124917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -124917.554688 Penalty: 3385.966553
	Iteration 14F: 3 clusters Score -124917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 248 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 674 members 
Entering Unmasked Estep 
Score: -115061000.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115062152.000000 to -115061000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Entering Unmasked Estep 
Score: -850357.187500 Penalty: 2188.045654
	Iteration 0F: 2 clusters Score -850357.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -844813.625000 Penalty: 4376.091309
	Iteration 0F: 3 clusters Score -844813.6 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -846569.812500 Penalty: 4376.091309
	Iteration 1F: 3 clusters Score -846569.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -847133.562500 Penalty: 4376.091309
	Iteration 2F: 3 clusters Score -847133.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -847551.000000 Penalty: 4376.091309
	Iteration 3F: 3 clusters Score -847551 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -847902.500000 Penalty: 4376.091309
	Iteration 4F: 3 clusters Score -847902.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -848198.562500 Penalty: 4376.091309
	Iteration 5F: 3 clusters Score -848198.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -848456.875000 Penalty: 4376.091309
	Iteration 6Q: 3 clusters Score -848456.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -848731.625000 Penalty: 4376.091309
	Iteration 7Q: 3 clusters Score -848731.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -849017.562500 Penalty: 4376.091309
	Iteration 8Q: 3 clusters Score -849017.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -849297.937500 Penalty: 4376.091309
	Iteration 9Q: 3 clusters Score -849297.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -849562.437500 Penalty: 4376.091309
	Iteration 10Q: 3 clusters Score -849562.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -849831.562500 Penalty: 4376.091309
	Iteration 11Q: 3 clusters Score -849831.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -850081.562500 Penalty: 4376.091309
	Iteration 12Q: 3 clusters Score -850081.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -850276.625000 Penalty: 4376.091309
	Iteration 13Q: 3 clusters Score -850276.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -850437.375000 Penalty: 4376.091309
	Iteration 14Q: 3 clusters Score -850437.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -850583.125000 Penalty: 4376.091309
	Iteration 15Q: 3 clusters Score -850583.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -850695.750000 Penalty: 4376.091309
	Iteration 16Q: 3 clusters Score -850695.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -850765.562500 Penalty: 4376.091309
	Iteration 17Q: 3 clusters Score -850765.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -850817.437500 Penalty: 4376.091309
	Iteration 18Q: 3 clusters Score -850817.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -850856.250000 Penalty: 4376.091309
	Iteration 19Q: 3 clusters Score -850856.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -850916.500000 Penalty: 4376.091309
	Iteration 20F: 3 clusters Score -850916.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -850960.000000 Penalty: 4376.091309
	Iteration 21Q: 3 clusters Score -850960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -850978.000000 Penalty: 4376.091309
	Iteration 22Q: 3 clusters Score -850978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -850986.937500 Penalty: 4376.091309
	Iteration 23Q: 3 clusters Score -850986.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -850998.437500 Penalty: 4376.091309
	Iteration 24Q: 3 clusters Score -850998.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -851003.687500 Penalty: 4376.091309
	Iteration 25Q: 3 clusters Score -851003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -851009.750000 Penalty: 4376.091309
	Iteration 26Q: 3 clusters Score -851009.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -851013.875000 Penalty: 4376.091309
	Iteration 27Q: 3 clusters Score -851013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -851014.000000 Penalty: 4376.091309
	Iteration 28Q: 3 clusters Score -851014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -851017.562500 Penalty: 4376.091309
	Iteration 29Q: 3 clusters Score -851017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -851019.875000 Penalty: 4376.091309
	Iteration 30Q: 3 clusters Score -851019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -851018.750000 Penalty: 4376.091309
	Iteration 31Q: 3 clusters Score -851018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -851021.312500 Penalty: 4376.091309
	Iteration 32Q: 3 clusters Score -851021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -851020.187500 Penalty: 4376.091309
	Iteration 33Q: 3 clusters Score -851020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -851022.562500 Penalty: 4376.091309
	Iteration 34Q: 3 clusters Score -851022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -851021.937500 Penalty: 4376.091309
	Iteration 35Q: 3 clusters Score -851021.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -851021.562500 Penalty: 4376.091309
	Iteration 36Q: 3 clusters Score -851021.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -851021.437500 Penalty: 4376.091309
	Iteration 37Q: 3 clusters Score -851021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -851021.437500 Penalty: 4376.091309
	Iteration 38F: 3 clusters Score -851021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 3597 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3190 members 
Entering Unmasked Estep 
Score: -115061512.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115062152.000000 to -115061512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Entering Unmasked Estep 
Score: -1471354.750000 Penalty: 2280.919189
	Iteration 0F: 2 clusters Score -1471355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1463689.875000 Penalty: 4561.838379
	Iteration 0F: 3 clusters Score -1463690 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1465962.375000 Penalty: 4561.838379
	Iteration 1F: 3 clusters Score -1465962 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1466257.375000 Penalty: 4561.838379
	Iteration 2F: 3 clusters Score -1466257 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1466482.375000 Penalty: 4561.838379
	Iteration 3F: 3 clusters Score -1466482 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1466691.750000 Penalty: 4561.838379
	Iteration 4Q: 3 clusters Score -1466692 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1466887.625000 Penalty: 4561.838379
	Iteration 5Q: 3 clusters Score -1466888 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1467121.500000 Penalty: 4561.838379
	Iteration 6Q: 3 clusters Score -1467122 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1467379.500000 Penalty: 4561.838379
	Iteration 7Q: 3 clusters Score -1467380 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1467629.750000 Penalty: 4561.838379
	Iteration 8Q: 3 clusters Score -1467630 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1467892.500000 Penalty: 4561.838379
	Iteration 9Q: 3 clusters Score -1467892 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1468170.125000 Penalty: 4561.838379
	Iteration 10Q: 3 clusters Score -1468170 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1468460.000000 Penalty: 4561.838379
	Iteration 11Q: 3 clusters Score -1468460 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1468717.625000 Penalty: 4561.838379
	Iteration 12Q: 3 clusters Score -1468718 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1468950.750000 Penalty: 4561.838379
	Iteration 13Q: 3 clusters Score -1468951 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1469104.000000 Penalty: 4561.838379
	Iteration 14Q: 3 clusters Score -1469104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1469211.250000 Penalty: 4561.838379
	Iteration 15Q: 3 clusters Score -1469211 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1469306.625000 Penalty: 4561.838379
	Iteration 16Q: 3 clusters Score -1469307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1469378.000000 Penalty: 4561.838379
	Iteration 17Q: 3 clusters Score -1469378 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1469445.000000 Penalty: 4561.838379
	Iteration 18Q: 3 clusters Score -1469445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1469477.625000 Penalty: 4561.838379
	Iteration 19Q: 3 clusters Score -1469478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1469506.250000 Penalty: 4561.838379
	Iteration 20F: 3 clusters Score -1469506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1469517.125000 Penalty: 4561.838379
	Iteration 21Q: 3 clusters Score -1469517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1469536.375000 Penalty: 4561.838379
	Iteration 22Q: 3 clusters Score -1469536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1469554.000000 Penalty: 4561.838379
	Iteration 23Q: 3 clusters Score -1469554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1469563.750000 Penalty: 4561.838379
	Iteration 24Q: 3 clusters Score -1469564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1469573.750000 Penalty: 4561.838379
	Iteration 25Q: 3 clusters Score -1469574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1469581.500000 Penalty: 4561.838379
	Iteration 26Q: 3 clusters Score -1469582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1469589.000000 Penalty: 4561.838379
	Iteration 27Q: 3 clusters Score -1469589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1469591.250000 Penalty: 4561.838379
	Iteration 28Q: 3 clusters Score -1469591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1469594.875000 Penalty: 4561.838379
	Iteration 29Q: 3 clusters Score -1469595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1469597.000000 Penalty: 4561.838379
	Iteration 30Q: 3 clusters Score -1469597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1469597.000000 Penalty: 4561.838379
	Iteration 31F: 3 clusters Score -1469597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -937737.875000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -937737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -932315.562500 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -932315.6 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -933926.812500 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -933926.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -934351.062500 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -934351.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -934662.375000 Penalty: 4354.355469
	Iteration 3F: 3 clusters Score -934662.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -934927.375000 Penalty: 4354.355469
	Iteration 4F: 3 clusters Score -934927.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -935165.937500 Penalty: 4354.355469
	Iteration 5F: 3 clusters Score -935165.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -935408.250000 Penalty: 4354.355469
	Iteration 6Q: 3 clusters Score -935408.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -935674.625000 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -935674.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -935958.625000 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -935958.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -936266.687500 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -936266.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -936562.687500 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -936562.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -936762.812500 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -936762.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -936869.562500 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -936869.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -936926.250000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -936926.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -936958.000000 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -936958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -936974.812500 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -936974.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -936985.312500 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -936985.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -936989.562500 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -936989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -936993.625000 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -936993.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -936999.625000 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -936999.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -937002.625000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -937002.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -937006.750000 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -937006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -937011.750000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -937011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -937013.000000 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -937013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -937017.062500 Penalty: 4354.355469
	Iteration 24Q: 3 clusters Score -937017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -937018.000000 Penalty: 4354.355469
	Iteration 25Q: 3 clusters Score -937018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -937019.562500 Penalty: 4354.355469
	Iteration 26Q: 3 clusters Score -937019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -937020.937500 Penalty: 4354.355469
	Iteration 27Q: 3 clusters Score -937020.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -937022.437500 Penalty: 4354.355469
	Iteration 28Q: 3 clusters Score -937022.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -937024.625000 Penalty: 4354.355469
	Iteration 29Q: 3 clusters Score -937024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -937024.625000 Penalty: 4354.355469
	Iteration 30Q: 3 clusters Score -937024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -937023.437500 Penalty: 4354.355469
	Iteration 31Q: 3 clusters Score -937023.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -937027.062500 Penalty: 4354.355469
	Iteration 32Q: 3 clusters Score -937027.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -937028.187500 Penalty: 4354.355469
	Iteration 33Q: 3 clusters Score -937028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -937028.000000 Penalty: 4354.355469
	Iteration 34Q: 3 clusters Score -937028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -937030.437500 Penalty: 4354.355469
	Iteration 35Q: 3 clusters Score -937030.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -937030.875000 Penalty: 4354.355469
	Iteration 36Q: 3 clusters Score -937030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -937031.062500 Penalty: 4354.355469
	Iteration 37Q: 3 clusters Score -937031.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -937031.062500 Penalty: 4354.355469
	Iteration 38F: 3 clusters Score -937031.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Entering Unmasked Estep 
Score: -14681743.000000 Penalty: 2849.579590
	Iteration 0F: 2 clusters Score -1.468174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -14616538.000000 Penalty: 5699.159180
	Iteration 0F: 3 clusters Score -1.461654e+07 nChanged 46146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -14642554.000000 Penalty: 5699.159180
	Iteration 1F: 3 clusters Score -1.464255e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -14643482.000000 Penalty: 5699.159180
	Iteration 2Q: 3 clusters Score -1.464348e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -14644539.000000 Penalty: 5699.159180
	Iteration 3Q: 3 clusters Score -1.464454e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -14646018.000000 Penalty: 5699.159180
	Iteration 4Q: 3 clusters Score -1.464602e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -14648451.000000 Penalty: 5699.159180
	Iteration 5F: 3 clusters Score -1.464845e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -14652181.000000 Penalty: 5699.159180
	Iteration 6F: 3 clusters Score -1.465218e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -14657974.000000 Penalty: 5699.159180
	Iteration 7F: 3 clusters Score -1.465797e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -14664580.000000 Penalty: 5699.159180
	Iteration 8F: 3 clusters Score -1.466458e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -14670877.000000 Penalty: 5699.159180
	Iteration 9F: 3 clusters Score -1.467088e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92503 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -14675049.000000 Penalty: 5699.159180
	Iteration 10Q: 3 clusters Score -1.467505e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94983 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -14677331.000000 Penalty: 5699.159180
	Iteration 11Q: 3 clusters Score -1.467733e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96181 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -14678315.000000 Penalty: 5699.159180
	Iteration 12Q: 3 clusters Score -1.467832e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14678771.000000 Penalty: 5699.159180
	Iteration 13Q: 3 clusters Score -1.467877e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14679031.000000 Penalty: 5699.159180
	Iteration 14Q: 3 clusters Score -1.467903e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97118 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -14679151.000000 Penalty: 5699.159180
	Iteration 15Q: 3 clusters Score -1.467915e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14679229.000000 Penalty: 5699.159180
	Iteration 16Q: 3 clusters Score -1.467923e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97213 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14679261.000000 Penalty: 5699.159180
	Iteration 17Q: 3 clusters Score -1.467926e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97237 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -14679298.000000 Penalty: 5699.159180
	Iteration 18Q: 3 clusters Score -1.46793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97252 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14679297.000000 Penalty: 5699.159180
	Iteration 19Q: 3 clusters Score -1.46793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14679310.000000 Penalty: 5699.159180
	Iteration 20F: 3 clusters Score -1.467931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14679314.000000 Penalty: 5699.159180
	Iteration 21Q: 3 clusters Score -1.467931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14679324.000000 Penalty: 5699.159180
	Iteration 22Q: 3 clusters Score -1.467932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -14679323.000000 Penalty: 5699.159180
	Iteration 23Q: 3 clusters Score -1.467932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14679324.000000 Penalty: 5699.159180
	Iteration 24Q: 3 clusters Score -1.467932e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -14679324.000000 Penalty: 5699.159180
	Iteration 25F: 3 clusters Score -1.467932e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Entering Unmasked Estep 
Score: -1732150.625000 Penalty: 2321.271729
	Iteration 0F: 2 clusters Score -1732151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1723503.250000 Penalty: 4642.543457
	Iteration 0F: 3 clusters Score -1723503 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1726261.250000 Penalty: 4642.543457
	Iteration 1F: 3 clusters Score -1726261 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1726806.750000 Penalty: 4642.543457
	Iteration 2F: 3 clusters Score -1726807 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1727372.500000 Penalty: 4642.543457
	Iteration 3F: 3 clusters Score -1727372 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1727985.750000 Penalty: 4642.543457
	Iteration 4F: 3 clusters Score -1727986 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1728599.875000 Penalty: 4642.543457
	Iteration 5F: 3 clusters Score -1728600 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1729084.250000 Penalty: 4642.543457
	Iteration 6F: 3 clusters Score -1729084 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1729442.375000 Penalty: 4642.543457
	Iteration 7Q: 3 clusters Score -1729442 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1729666.500000 Penalty: 4642.543457
	Iteration 8Q: 3 clusters Score -1729666 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1729837.375000 Penalty: 4642.543457
	Iteration 9Q: 3 clusters Score -1729837 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1729957.875000 Penalty: 4642.543457
	Iteration 10Q: 3 clusters Score -1729958 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1730039.375000 Penalty: 4642.543457
	Iteration 11Q: 3 clusters Score -1730039 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1730104.250000 Penalty: 4642.543457
	Iteration 12Q: 3 clusters Score -1730104 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1730158.750000 Penalty: 4642.543457
	Iteration 13Q: 3 clusters Score -1730159 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1730203.375000 Penalty: 4642.543457
	Iteration 14Q: 3 clusters Score -1730203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1730274.125000 Penalty: 4642.543457
	Iteration 15Q: 3 clusters Score -1730274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1730340.875000 Penalty: 4642.543457
	Iteration 16Q: 3 clusters Score -1730341 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1730391.625000 Penalty: 4642.543457
	Iteration 17Q: 3 clusters Score -1730392 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1730445.875000 Penalty: 4642.543457
	Iteration 18Q: 3 clusters Score -1730446 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1730509.000000 Penalty: 4642.543457
	Iteration 19Q: 3 clusters Score -1730509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1730537.000000 Penalty: 4642.543457
	Iteration 20F: 3 clusters Score -1730537 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1730574.250000 Penalty: 4642.543457
	Iteration 21Q: 3 clusters Score -1730574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1730585.000000 Penalty: 4642.543457
	Iteration 22Q: 3 clusters Score -1730585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1730599.000000 Penalty: 4642.543457
	Iteration 23Q: 3 clusters Score -1730599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1730602.625000 Penalty: 4642.543457
	Iteration 24Q: 3 clusters Score -1730603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1730612.125000 Penalty: 4642.543457
	Iteration 25Q: 3 clusters Score -1730612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1730621.000000 Penalty: 4642.543457
	Iteration 26Q: 3 clusters Score -1730621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1730617.750000 Penalty: 4642.543457
	Iteration 27Q: 3 clusters Score -1730618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1730617.875000 Penalty: 4642.543457
	Iteration 28Q: 3 clusters Score -1730618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1730620.750000 Penalty: 4642.543457
	Iteration 29Q: 3 clusters Score -1730621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1730619.875000 Penalty: 4642.543457
	Iteration 30Q: 3 clusters Score -1730620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1730621.500000 Penalty: 4642.543457
	Iteration 31Q: 3 clusters Score -1730622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1730624.375000 Penalty: 4642.543457
	Iteration 32Q: 3 clusters Score -1730624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1730626.125000 Penalty: 4642.543457
	Iteration 33Q: 3 clusters Score -1730626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1730625.500000 Penalty: 4642.543457
	Iteration 34Q: 3 clusters Score -1730626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1730623.125000 Penalty: 4642.543457
	Iteration 35Q: 3 clusters Score -1730623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1730623.125000 Penalty: 4642.543457
	Iteration 36Q: 3 clusters Score -1730623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1730624.750000 Penalty: 4642.543457
	Iteration 37Q: 3 clusters Score -1730625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1730625.375000 Penalty: 4642.543457
	Iteration 38Q: 3 clusters Score -1730625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1730624.125000 Penalty: 4642.543457
	Iteration 39Q: 3 clusters Score -1730624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1730626.125000 Penalty: 4642.543457
	Iteration 40F: 3 clusters Score -1730626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1730624.875000 Penalty: 4642.543457
	Iteration 41Q: 3 clusters Score -1730625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1730627.750000 Penalty: 4642.543457
	Iteration 42Q: 3 clusters Score -1730628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1730627.500000 Penalty: 4642.543457
	Iteration 43Q: 3 clusters Score -1730628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1730628.625000 Penalty: 4642.543457
	Iteration 44Q: 3 clusters Score -1730629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1730626.625000 Penalty: 4642.543457
	Iteration 45Q: 3 clusters Score -1730627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1730626.625000 Penalty: 4642.543457
	Iteration 46F: 3 clusters Score -1730627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Entering Unmasked Estep 
Score: -1431715.250000 Penalty: 2273.212646
	Iteration 0F: 2 clusters Score -1431715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1424218.375000 Penalty: 4546.425293
	Iteration 0F: 3 clusters Score -1424218 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1426492.750000 Penalty: 4546.425293
	Iteration 1F: 3 clusters Score -1426493 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1426885.375000 Penalty: 4546.425293
	Iteration 2F: 3 clusters Score -1426885 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1427185.500000 Penalty: 4546.425293
	Iteration 3F: 3 clusters Score -1427186 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1427469.625000 Penalty: 4546.425293
	Iteration 4F: 3 clusters Score -1427470 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1427728.625000 Penalty: 4546.425293
	Iteration 5Q: 3 clusters Score -1427729 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1427979.375000 Penalty: 4546.425293
	Iteration 6Q: 3 clusters Score -1427979 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1428238.250000 Penalty: 4546.425293
	Iteration 7Q: 3 clusters Score -1428238 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1428461.125000 Penalty: 4546.425293
	Iteration 8Q: 3 clusters Score -1428461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1428629.750000 Penalty: 4546.425293
	Iteration 9Q: 3 clusters Score -1428630 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1428796.375000 Penalty: 4546.425293
	Iteration 10Q: 3 clusters Score -1428796 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1428962.750000 Penalty: 4546.425293
	Iteration 11Q: 3 clusters Score -1428963 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1429104.000000 Penalty: 4546.425293
	Iteration 12Q: 3 clusters Score -1429104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1429235.000000 Penalty: 4546.425293
	Iteration 13Q: 3 clusters Score -1429235 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1429335.375000 Penalty: 4546.425293
	Iteration 14Q: 3 clusters Score -1429335 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1429421.250000 Penalty: 4546.425293
	Iteration 15Q: 3 clusters Score -1429421 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1429488.750000 Penalty: 4546.425293
	Iteration 16Q: 3 clusters Score -1429489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1429534.750000 Penalty: 4546.425293
	Iteration 17Q: 3 clusters Score -1429535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1429575.125000 Penalty: 4546.425293
	Iteration 18Q: 3 clusters Score -1429575 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1429612.375000 Penalty: 4546.425293
	Iteration 19Q: 3 clusters Score -1429612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1429653.125000 Penalty: 4546.425293
	Iteration 20F: 3 clusters Score -1429653 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1429703.250000 Penalty: 4546.425293
	Iteration 21Q: 3 clusters Score -1429703 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1429734.750000 Penalty: 4546.425293
	Iteration 22Q: 3 clusters Score -1429735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1429764.375000 Penalty: 4546.425293
	Iteration 23Q: 3 clusters Score -1429764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1429775.750000 Penalty: 4546.425293
	Iteration 24Q: 3 clusters Score -1429776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1429788.875000 Penalty: 4546.425293
	Iteration 25Q: 3 clusters Score -1429789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1429796.625000 Penalty: 4546.425293
	Iteration 26Q: 3 clusters Score -1429797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1429801.500000 Penalty: 4546.425293
	Iteration 27Q: 3 clusters Score -1429802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1429804.375000 Penalty: 4546.425293
	Iteration 28Q: 3 clusters Score -1429804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1429814.500000 Penalty: 4546.425293
	Iteration 29Q: 3 clusters Score -1429814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1429821.125000 Penalty: 4546.425293
	Iteration 30Q: 3 clusters Score -1429821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1429830.250000 Penalty: 4546.425293
	Iteration 31Q: 3 clusters Score -1429830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1429830.750000 Penalty: 4546.425293
	Iteration 32Q: 3 clusters Score -1429831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1429833.625000 Penalty: 4546.425293
	Iteration 33Q: 3 clusters Score -1429834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1429834.875000 Penalty: 4546.425293
	Iteration 34Q: 3 clusters Score -1429835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1429836.875000 Penalty: 4546.425293
	Iteration 35Q: 3 clusters Score -1429837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1429837.000000 Penalty: 4546.425293
	Iteration 36Q: 3 clusters Score -1429837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1429837.000000 Penalty: 4546.425293
	Iteration 37F: 3 clusters Score -1429837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Entering Unmasked Estep 
Score: -4211921.500000 Penalty: 2558.317383
	Iteration 0F: 2 clusters Score -4211922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -4191234.000000 Penalty: 5116.634766
	Iteration 0F: 3 clusters Score -4191234 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4198967.500000 Penalty: 5116.634766
	Iteration 1F: 3 clusters Score -4198968 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4200072.000000 Penalty: 5116.634766
	Iteration 2F: 3 clusters Score -4200072 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -4201341.500000 Penalty: 5116.634766
	Iteration 3F: 3 clusters Score -4201342 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -4202632.000000 Penalty: 5116.634766
	Iteration 4F: 3 clusters Score -4202632 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4203839.000000 Penalty: 5116.634766
	Iteration 5F: 3 clusters Score -4203839 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4204834.500000 Penalty: 5116.634766
	Iteration 6F: 3 clusters Score -4204834 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4205633.000000 Penalty: 5116.634766
	Iteration 7Q: 3 clusters Score -4205633 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4206356.500000 Penalty: 5116.634766
	Iteration 8Q: 3 clusters Score -4206356 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4206968.500000 Penalty: 5116.634766
	Iteration 9Q: 3 clusters Score -4206968 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4207473.500000 Penalty: 5116.634766
	Iteration 10Q: 3 clusters Score -4207474 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -4207884.000000 Penalty: 5116.634766
	Iteration 11Q: 3 clusters Score -4207884 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4208183.000000 Penalty: 5116.634766
	Iteration 12Q: 3 clusters Score -4208183 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4208425.000000 Penalty: 5116.634766
	Iteration 13Q: 3 clusters Score -4208425 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4208622.500000 Penalty: 5116.634766
	Iteration 14Q: 3 clusters Score -4208622 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4208758.500000 Penalty: 5116.634766
	Iteration 15Q: 3 clusters Score -4208758 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -4208881.500000 Penalty: 5116.634766
	Iteration 16Q: 3 clusters Score -4208882 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -4208957.000000 Penalty: 5116.634766
	Iteration 17Q: 3 clusters Score -4208957 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -4209021.500000 Penalty: 5116.634766
	Iteration 18Q: 3 clusters Score -4209022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -4209095.500000 Penalty: 5116.634766
	Iteration 19Q: 3 clusters Score -4209096 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -4209168.500000 Penalty: 5116.634766
	Iteration 20F: 3 clusters Score -4209168 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -4209196.000000 Penalty: 5116.634766
	Iteration 21Q: 3 clusters Score -4209196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -4209242.500000 Penalty: 5116.634766
	Iteration 22Q: 3 clusters Score -4209242 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4209280.500000 Penalty: 5116.634766
	Iteration 23Q: 3 clusters Score -4209280 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4209319.500000 Penalty: 5116.634766
	Iteration 24Q: 3 clusters Score -4209320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4209373.500000 Penalty: 5116.634766
	Iteration 25Q: 3 clusters Score -4209374 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -4209456.000000 Penalty: 5116.634766
	Iteration 26Q: 3 clusters Score -4209456 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -4209524.500000 Penalty: 5116.634766
	Iteration 27Q: 3 clusters Score -4209524 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -4209586.000000 Penalty: 5116.634766
	Iteration 28Q: 3 clusters Score -4209586 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -4209685.000000 Penalty: 5116.634766
	Iteration 29Q: 3 clusters Score -4209685 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4209749.000000 Penalty: 5116.634766
	Iteration 30Q: 3 clusters Score -4209749 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4209843.000000 Penalty: 5116.634766
	Iteration 31Q: 3 clusters Score -4209843 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4209907.000000 Penalty: 5116.634766
	Iteration 32Q: 3 clusters Score -4209907 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -4209990.500000 Penalty: 5116.634766
	Iteration 33Q: 3 clusters Score -4209990 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4210084.500000 Penalty: 5116.634766
	Iteration 34Q: 3 clusters Score -4210084 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4210141.000000 Penalty: 5116.634766
	Iteration 35Q: 3 clusters Score -4210141 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -4210183.000000 Penalty: 5116.634766
	Iteration 36Q: 3 clusters Score -4210183 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -4210217.500000 Penalty: 5116.634766
	Iteration 37Q: 3 clusters Score -4210218 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -4210259.000000 Penalty: 5116.634766
	Iteration 38Q: 3 clusters Score -4210259 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4210294.000000 Penalty: 5116.634766
	Iteration 39Q: 3 clusters Score -4210294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -4210327.500000 Penalty: 5116.634766
	Iteration 40F: 3 clusters Score -4210328 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -4210353.500000 Penalty: 5116.634766
	Iteration 41Q: 3 clusters Score -4210354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -4210384.500000 Penalty: 5116.634766
	Iteration 42Q: 3 clusters Score -4210384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4210405.000000 Penalty: 5116.634766
	Iteration 43Q: 3 clusters Score -4210405 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -4210430.000000 Penalty: 5116.634766
	Iteration 44Q: 3 clusters Score -4210430 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -4210455.500000 Penalty: 5116.634766
	Iteration 45Q: 3 clusters Score -4210456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4210476.000000 Penalty: 5116.634766
	Iteration 46Q: 3 clusters Score -4210476 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4210484.000000 Penalty: 5116.634766
	Iteration 47Q: 3 clusters Score -4210484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4210500.500000 Penalty: 5116.634766
	Iteration 48Q: 3 clusters Score -4210500 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4210512.500000 Penalty: 5116.634766
	Iteration 49Q: 3 clusters Score -4210512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -4210544.000000 Penalty: 5116.634766
	Iteration 50Q: 3 clusters Score -4210544 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -4210545.000000 Penalty: 5116.634766
	Iteration 51Q: 3 clusters Score -4210545 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4210561.000000 Penalty: 5116.634766
	Iteration 52Q: 3 clusters Score -4210561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -4210563.500000 Penalty: 5116.634766
	Iteration 53Q: 3 clusters Score -4210564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -4210588.500000 Penalty: 5116.634766
	Iteration 54Q: 3 clusters Score -4210588 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -4210612.000000 Penalty: 5116.634766
	Iteration 55Q: 3 clusters Score -4210612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -4210616.500000 Penalty: 5116.634766
	Iteration 56Q: 3 clusters Score -4210616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4210630.000000 Penalty: 5116.634766
	Iteration 57Q: 3 clusters Score -4210630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4210629.500000 Penalty: 5116.634766
	Iteration 58Q: 3 clusters Score -4210630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4210647.500000 Penalty: 5116.634766
	Iteration 59Q: 3 clusters Score -4210648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4210650.000000 Penalty: 5116.634766
	Iteration 60F: 3 clusters Score -4210650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4210663.000000 Penalty: 5116.634766
	Iteration 61Q: 3 clusters Score -4210663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4210673.500000 Penalty: 5116.634766
	Iteration 62Q: 3 clusters Score -4210674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4210666.000000 Penalty: 5116.634766
	Iteration 63Q: 3 clusters Score -4210666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -4210673.000000 Penalty: 5116.634766
	Iteration 64Q: 3 clusters Score -4210673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -4210693.000000 Penalty: 5116.634766
	Iteration 65Q: 3 clusters Score -4210693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -4210710.000000 Penalty: 5116.634766
	Iteration 66Q: 3 clusters Score -4210710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4210710.500000 Penalty: 5116.634766
	Iteration 67Q: 3 clusters Score -4210710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4210723.500000 Penalty: 5116.634766
	Iteration 68Q: 3 clusters Score -4210724 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -4210740.000000 Penalty: 5116.634766
	Iteration 69Q: 3 clusters Score -4210740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4210744.500000 Penalty: 5116.634766
	Iteration 70Q: 3 clusters Score -4210744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -4210761.000000 Penalty: 5116.634766
	Iteration 71Q: 3 clusters Score -4210761 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -4210774.500000 Penalty: 5116.634766
	Iteration 72Q: 3 clusters Score -4210774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4210780.500000 Penalty: 5116.634766
	Iteration 73Q: 3 clusters Score -4210780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4210791.000000 Penalty: 5116.634766
	Iteration 74Q: 3 clusters Score -4210791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4210791.500000 Penalty: 5116.634766
	Iteration 75Q: 3 clusters Score -4210792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4210804.500000 Penalty: 5116.634766
	Iteration 76Q: 3 clusters Score -4210804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4210804.000000 Penalty: 5116.634766
	Iteration 77Q: 3 clusters Score -4210804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4210824.500000 Penalty: 5116.634766
	Iteration 78Q: 3 clusters Score -4210824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -4210824.500000 Penalty: 5116.634766
	Iteration 79Q: 3 clusters Score -4210824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4210831.500000 Penalty: 5116.634766
	Iteration 80F: 3 clusters Score -4210832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4210834.500000 Penalty: 5116.634766
	Iteration 81Q: 3 clusters Score -4210834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4210834.000000 Penalty: 5116.634766
	Iteration 82Q: 3 clusters Score -4210834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4210834.000000 Penalty: 5116.634766
	Iteration 83Q: 3 clusters Score -4210834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4210842.500000 Penalty: 5116.634766
	Iteration 84Q: 3 clusters Score -4210842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4210839.500000 Penalty: 5116.634766
	Iteration 85Q: 3 clusters Score -4210840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4210844.000000 Penalty: 5116.634766
	Iteration 86Q: 3 clusters Score -4210844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4210853.000000 Penalty: 5116.634766
	Iteration 87Q: 3 clusters Score -4210853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4210854.500000 Penalty: 5116.634766
	Iteration 88Q: 3 clusters Score -4210854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -4210862.000000 Penalty: 5116.634766
	Iteration 89Q: 3 clusters Score -4210862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4210868.500000 Penalty: 5116.634766
	Iteration 90Q: 3 clusters Score -4210868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4210869.000000 Penalty: 5116.634766
	Iteration 91Q: 3 clusters Score -4210869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4210866.500000 Penalty: 5116.634766
	Iteration 92Q: 3 clusters Score -4210866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4210863.500000 Penalty: 5116.634766
	Iteration 93Q: 3 clusters Score -4210864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4210878.000000 Penalty: 5116.634766
	Iteration 94Q: 3 clusters Score -4210878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4210875.500000 Penalty: 5116.634766
	Iteration 95Q: 3 clusters Score -4210876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4210882.000000 Penalty: 5116.634766
	Iteration 96Q: 3 clusters Score -4210882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4210884.000000 Penalty: 5116.634766
	Iteration 97Q: 3 clusters Score -4210884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4210893.500000 Penalty: 5116.634766
	Iteration 98Q: 3 clusters Score -4210894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4210886.000000 Penalty: 5116.634766
	Iteration 99Q: 3 clusters Score -4210886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4210891.000000 Penalty: 5116.634766
	Iteration 100F: 3 clusters Score -4210891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4210880.000000 Penalty: 5116.634766
	Iteration 101Q: 3 clusters Score -4210880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4210881.500000 Penalty: 5116.634766
	Iteration 102Q: 3 clusters Score -4210882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4210888.000000 Penalty: 5116.634766
	Iteration 103Q: 3 clusters Score -4210888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4210894.500000 Penalty: 5116.634766
	Iteration 104Q: 3 clusters Score -4210894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4210897.500000 Penalty: 5116.634766
	Iteration 105Q: 3 clusters Score -4210898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4210898.500000 Penalty: 5116.634766
	Iteration 106Q: 3 clusters Score -4210898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4210898.500000 Penalty: 5116.634766
	Iteration 107Q: 3 clusters Score -4210898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4210897.000000 Penalty: 5116.634766
	Iteration 108Q: 3 clusters Score -4210897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4210891.500000 Penalty: 5116.634766
	Iteration 109Q: 3 clusters Score -4210892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4210895.500000 Penalty: 5116.634766
	Iteration 110Q: 3 clusters Score -4210896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4210903.000000 Penalty: 5116.634766
	Iteration 111Q: 3 clusters Score -4210903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4210910.000000 Penalty: 5116.634766
	Iteration 112Q: 3 clusters Score -4210910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4210917.000000 Penalty: 5116.634766
	Iteration 113Q: 3 clusters Score -4210917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4210927.000000 Penalty: 5116.634766
	Iteration 114Q: 3 clusters Score -4210927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4210931.500000 Penalty: 5116.634766
	Iteration 115Q: 3 clusters Score -4210932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4210933.000000 Penalty: 5116.634766
	Iteration 116Q: 3 clusters Score -4210933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -4210931.500000 Penalty: 5116.634766
	Iteration 117Q: 3 clusters Score -4210932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4210935.500000 Penalty: 5116.634766
	Iteration 118Q: 3 clusters Score -4210936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -4210931.500000 Penalty: 5116.634766
	Iteration 119Q: 3 clusters Score -4210932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4210937.500000 Penalty: 5116.634766
	Iteration 120F: 3 clusters Score -4210938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4210936.000000 Penalty: 5116.634766
	Iteration 121Q: 3 clusters Score -4210936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4210942.500000 Penalty: 5116.634766
	Iteration 122Q: 3 clusters Score -4210942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4210940.500000 Penalty: 5116.634766
	Iteration 123Q: 3 clusters Score -4210940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -4210951.500000 Penalty: 5116.634766
	Iteration 124Q: 3 clusters Score -4210952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4210952.500000 Penalty: 5116.634766
	Iteration 125Q: 3 clusters Score -4210952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4210962.500000 Penalty: 5116.634766
	Iteration 126Q: 3 clusters Score -4210962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4210964.000000 Penalty: 5116.634766
	Iteration 127Q: 3 clusters Score -4210964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4210967.000000 Penalty: 5116.634766
	Iteration 128Q: 3 clusters Score -4210967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4210967.500000 Penalty: 5116.634766
	Iteration 129Q: 3 clusters Score -4210968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4210964.000000 Penalty: 5116.634766
	Iteration 130Q: 3 clusters Score -4210964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -4210969.000000 Penalty: 5116.634766
	Iteration 131Q: 3 clusters Score -4210969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4210967.000000 Penalty: 5116.634766
	Iteration 132Q: 3 clusters Score -4210967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4210966.500000 Penalty: 5116.634766
	Iteration 133Q: 3 clusters Score -4210966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -4210977.500000 Penalty: 5116.634766
	Iteration 134Q: 3 clusters Score -4210978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4210976.000000 Penalty: 5116.634766
	Iteration 135Q: 3 clusters Score -4210976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -4210977.500000 Penalty: 5116.634766
	Iteration 136Q: 3 clusters Score -4210978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4210976.500000 Penalty: 5116.634766
	Iteration 137Q: 3 clusters Score -4210976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4210978.000000 Penalty: 5116.634766
	Iteration 138Q: 3 clusters Score -4210978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4210975.500000 Penalty: 5116.634766
	Iteration 139Q: 3 clusters Score -4210976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4210977.500000 Penalty: 5116.634766
	Iteration 140F: 3 clusters Score -4210978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4210979.500000 Penalty: 5116.634766
	Iteration 141Q: 3 clusters Score -4210980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4210979.000000 Penalty: 5116.634766
	Iteration 142Q: 3 clusters Score -4210979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4210980.500000 Penalty: 5116.634766
	Iteration 143Q: 3 clusters Score -4210980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4210982.000000 Penalty: 5116.634766
	Iteration 144Q: 3 clusters Score -4210982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4210984.500000 Penalty: 5116.634766
	Iteration 145Q: 3 clusters Score -4210984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4210985.000000 Penalty: 5116.634766
	Iteration 146Q: 3 clusters Score -4210985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4210983.500000 Penalty: 5116.634766
	Iteration 147Q: 3 clusters Score -4210984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4210986.500000 Penalty: 5116.634766
	Iteration 148Q: 3 clusters Score -4210986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -4210993.000000 Penalty: 5116.634766
	Iteration 149Q: 3 clusters Score -4210993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4210993.500000 Penalty: 5116.634766
	Iteration 150Q: 3 clusters Score -4210994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4210997.000000 Penalty: 5116.634766
	Iteration 151Q: 3 clusters Score -4210997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4210994.500000 Penalty: 5116.634766
	Iteration 152Q: 3 clusters Score -4210994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4210990.000000 Penalty: 5116.634766
	Iteration 153Q: 3 clusters Score -4210990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4210994.500000 Penalty: 5116.634766
	Iteration 154Q: 3 clusters Score -4210994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4210990.500000 Penalty: 5116.634766
	Iteration 155Q: 3 clusters Score -4210990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4210993.000000 Penalty: 5116.634766
	Iteration 156Q: 3 clusters Score -4210993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4210991.000000 Penalty: 5116.634766
	Iteration 157Q: 3 clusters Score -4210991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4210993.000000 Penalty: 5116.634766
	Iteration 158Q: 3 clusters Score -4210993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4210994.500000 Penalty: 5116.634766
	Iteration 159Q: 3 clusters Score -4210994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4210992.500000 Penalty: 5116.634766
	Iteration 160F: 3 clusters Score -4210992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4210998.000000 Penalty: 5116.634766
	Iteration 161Q: 3 clusters Score -4210998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4210998.500000 Penalty: 5116.634766
	Iteration 162Q: 3 clusters Score -4210998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4210999.000000 Penalty: 5116.634766
	Iteration 163Q: 3 clusters Score -4210999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4210999.000000 Penalty: 5116.634766
	Iteration 164F: 3 clusters Score -4210999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Entering Unmasked Estep 
Score: -1813552.375000 Penalty: 2338.808594
	Iteration 0F: 2 clusters Score -1813552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1804301.000000 Penalty: 4677.617188
	Iteration 0F: 3 clusters Score -1804301 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1807446.500000 Penalty: 4677.617188
	Iteration 1F: 3 clusters Score -1807446 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1808668.625000 Penalty: 4677.617188
	Iteration 2F: 3 clusters Score -1808669 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1810093.500000 Penalty: 4677.617188
	Iteration 3F: 3 clusters Score -1810094 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1811220.125000 Penalty: 4677.617188
	Iteration 4F: 3 clusters Score -1811220 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1811872.125000 Penalty: 4677.617188
	Iteration 5F: 3 clusters Score -1811872 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1812290.250000 Penalty: 4677.617188
	Iteration 6Q: 3 clusters Score -1812290 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1812597.250000 Penalty: 4677.617188
	Iteration 7Q: 3 clusters Score -1812597 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1812823.875000 Penalty: 4677.617188
	Iteration 8Q: 3 clusters Score -1812824 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1813019.625000 Penalty: 4677.617188
	Iteration 9Q: 3 clusters Score -1813020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1813194.375000 Penalty: 4677.617188
	Iteration 10Q: 3 clusters Score -1813194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1813298.875000 Penalty: 4677.617188
	Iteration 11Q: 3 clusters Score -1813299 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1813382.750000 Penalty: 4677.617188
	Iteration 12Q: 3 clusters Score -1813383 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1813436.625000 Penalty: 4677.617188
	Iteration 13Q: 3 clusters Score -1813437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1813463.375000 Penalty: 4677.617188
	Iteration 14Q: 3 clusters Score -1813463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1813482.125000 Penalty: 4677.617188
	Iteration 15Q: 3 clusters Score -1813482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1813487.750000 Penalty: 4677.617188
	Iteration 16Q: 3 clusters Score -1813488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1813496.500000 Penalty: 4677.617188
	Iteration 17Q: 3 clusters Score -1813496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1813504.000000 Penalty: 4677.617188
	Iteration 18Q: 3 clusters Score -1813504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1813502.250000 Penalty: 4677.617188
	Iteration 19Q: 3 clusters Score -1813502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1813510.000000 Penalty: 4677.617188
	Iteration 20F: 3 clusters Score -1813510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1813513.375000 Penalty: 4677.617188
	Iteration 21Q: 3 clusters Score -1813513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1813517.375000 Penalty: 4677.617188
	Iteration 22Q: 3 clusters Score -1813517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1813518.000000 Penalty: 4677.617188
	Iteration 23Q: 3 clusters Score -1813518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1813518.875000 Penalty: 4677.617188
	Iteration 24Q: 3 clusters Score -1813519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1813517.375000 Penalty: 4677.617188
	Iteration 25Q: 3 clusters Score -1813517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1813517.375000 Penalty: 4677.617188
	Iteration 26F: 3 clusters Score -1813517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -437491.500000 Penalty: 1992.105957
	Iteration 0F: 2 clusters Score -437491.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -434120.968750 Penalty: 3984.211914
	Iteration 0F: 3 clusters Score -434121 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434800.562500 Penalty: 3984.211914
	Iteration 1F: 3 clusters Score -434800.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -435010.437500 Penalty: 3984.211914
	Iteration 2F: 3 clusters Score -435010.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -435164.718750 Penalty: 3984.211914
	Iteration 3F: 3 clusters Score -435164.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -435291.562500 Penalty: 3984.211914
	Iteration 4Q: 3 clusters Score -435291.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -435401.187500 Penalty: 3984.211914
	Iteration 5Q: 3 clusters Score -435401.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -435476.187500 Penalty: 3984.211914
	Iteration 6Q: 3 clusters Score -435476.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -435541.718750 Penalty: 3984.211914
	Iteration 7Q: 3 clusters Score -435541.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -435595.906250 Penalty: 3984.211914
	Iteration 8Q: 3 clusters Score -435595.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -435651.250000 Penalty: 3984.211914
	Iteration 9Q: 3 clusters Score -435651.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -435690.718750 Penalty: 3984.211914
	Iteration 10Q: 3 clusters Score -435690.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -435720.656250 Penalty: 3984.211914
	Iteration 11Q: 3 clusters Score -435720.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -435747.843750 Penalty: 3984.211914
	Iteration 12Q: 3 clusters Score -435747.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -435780.218750 Penalty: 3984.211914
	Iteration 13Q: 3 clusters Score -435780.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -435817.000000 Penalty: 3984.211914
	Iteration 14Q: 3 clusters Score -435817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -435847.031250 Penalty: 3984.211914
	Iteration 15Q: 3 clusters Score -435847 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -435884.843750 Penalty: 3984.211914
	Iteration 16Q: 3 clusters Score -435884.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -435925.562500 Penalty: 3984.211914
	Iteration 17Q: 3 clusters Score -435925.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -435958.875000 Penalty: 3984.211914
	Iteration 18Q: 3 clusters Score -435958.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -435990.281250 Penalty: 3984.211914
	Iteration 19Q: 3 clusters Score -435990.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -436017.750000 Penalty: 3984.211914
	Iteration 20F: 3 clusters Score -436017.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -436034.812500 Penalty: 3984.211914
	Iteration 21Q: 3 clusters Score -436034.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -436047.531250 Penalty: 3984.211914
	Iteration 22Q: 3 clusters Score -436047.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -436054.937500 Penalty: 3984.211914
	Iteration 23Q: 3 clusters Score -436054.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -436060.812500 Penalty: 3984.211914
	Iteration 24Q: 3 clusters Score -436060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -436065.187500 Penalty: 3984.211914
	Iteration 25Q: 3 clusters Score -436065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -436067.562500 Penalty: 3984.211914
	Iteration 26Q: 3 clusters Score -436067.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -436073.281250 Penalty: 3984.211914
	Iteration 27Q: 3 clusters Score -436073.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -436079.531250 Penalty: 3984.211914
	Iteration 28Q: 3 clusters Score -436079.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -436083.656250 Penalty: 3984.211914
	Iteration 29Q: 3 clusters Score -436083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -436087.718750 Penalty: 3984.211914
	Iteration 30Q: 3 clusters Score -436087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -436090.406250 Penalty: 3984.211914
	Iteration 31Q: 3 clusters Score -436090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -436091.750000 Penalty: 3984.211914
	Iteration 32Q: 3 clusters Score -436091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -436093.375000 Penalty: 3984.211914
	Iteration 33Q: 3 clusters Score -436093.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -436095.656250 Penalty: 3984.211914
	Iteration 34Q: 3 clusters Score -436095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -436099.062500 Penalty: 3984.211914
	Iteration 35Q: 3 clusters Score -436099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -436103.250000 Penalty: 3984.211914
	Iteration 36Q: 3 clusters Score -436103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -436109.343750 Penalty: 3984.211914
	Iteration 37Q: 3 clusters Score -436109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -436112.531250 Penalty: 3984.211914
	Iteration 38Q: 3 clusters Score -436112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -436116.593750 Penalty: 3984.211914
	Iteration 39Q: 3 clusters Score -436116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -436121.968750 Penalty: 3984.211914
	Iteration 40F: 3 clusters Score -436122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -436126.250000 Penalty: 3984.211914
	Iteration 41Q: 3 clusters Score -436126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -436129.875000 Penalty: 3984.211914
	Iteration 42Q: 3 clusters Score -436129.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -436135.718750 Penalty: 3984.211914
	Iteration 43Q: 3 clusters Score -436135.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -436142.843750 Penalty: 3984.211914
	Iteration 44Q: 3 clusters Score -436142.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -436155.312500 Penalty: 3984.211914
	Iteration 45Q: 3 clusters Score -436155.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -436164.375000 Penalty: 3984.211914
	Iteration 46Q: 3 clusters Score -436164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -436171.437500 Penalty: 3984.211914
	Iteration 47Q: 3 clusters Score -436171.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -436180.750000 Penalty: 3984.211914
	Iteration 48Q: 3 clusters Score -436180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -436184.937500 Penalty: 3984.211914
	Iteration 49Q: 3 clusters Score -436184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -436187.750000 Penalty: 3984.211914
	Iteration 50Q: 3 clusters Score -436187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -436189.468750 Penalty: 3984.211914
	Iteration 51Q: 3 clusters Score -436189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -436189.343750 Penalty: 3984.211914
	Iteration 52Q: 3 clusters Score -436189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -436191.250000 Penalty: 3984.211914
	Iteration 53Q: 3 clusters Score -436191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -436191.250000 Penalty: 3984.211914
	Iteration 54F: 3 clusters Score -436191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Entering Unmasked Estep 
Score: -14564407.000000 Penalty: 2851.087158
	Iteration 0F: 2 clusters Score -1.456441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -14498462.000000 Penalty: 5702.174316
	Iteration 0F: 3 clusters Score -1.449846e+07 nChanged 46522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -14525470.000000 Penalty: 5702.174316
	Iteration 1F: 3 clusters Score -1.452547e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -14526635.000000 Penalty: 5702.174316
	Iteration 2Q: 3 clusters Score -1.452664e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -14528008.000000 Penalty: 5702.174316
	Iteration 3Q: 3 clusters Score -1.452801e+07 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -14529703.000000 Penalty: 5702.174316
	Iteration 4Q: 3 clusters Score -1.45297e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -14531903.000000 Penalty: 5702.174316
	Iteration 5Q: 3 clusters Score -1.45319e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -14534617.000000 Penalty: 5702.174316
	Iteration 6F: 3 clusters Score -1.453462e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -14537352.000000 Penalty: 5702.174316
	Iteration 7F: 3 clusters Score -1.453735e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -14539822.000000 Penalty: 5702.174316
	Iteration 8F: 3 clusters Score -1.453982e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -14541640.000000 Penalty: 5702.174316
	Iteration 9Q: 3 clusters Score -1.454164e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -14542895.000000 Penalty: 5702.174316
	Iteration 10Q: 3 clusters Score -1.45429e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -14544028.000000 Penalty: 5702.174316
	Iteration 11Q: 3 clusters Score -1.454403e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -14545182.000000 Penalty: 5702.174316
	Iteration 12Q: 3 clusters Score -1.454518e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -14546392.000000 Penalty: 5702.174316
	Iteration 13Q: 3 clusters Score -1.454639e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -14547450.000000 Penalty: 5702.174316
	Iteration 14Q: 3 clusters Score -1.454745e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -14548446.000000 Penalty: 5702.174316
	Iteration 15Q: 3 clusters Score -1.454845e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -14549160.000000 Penalty: 5702.174316
	Iteration 16Q: 3 clusters Score -1.454916e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59416 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -14549654.000000 Penalty: 5702.174316
	Iteration 17Q: 3 clusters Score -1.454965e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -14549903.000000 Penalty: 5702.174316
	Iteration 18Q: 3 clusters Score -1.45499e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60794 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -14550108.000000 Penalty: 5702.174316
	Iteration 19Q: 3 clusters Score -1.455011e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -14550281.000000 Penalty: 5702.174316
	Iteration 20F: 3 clusters Score -1.455028e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -14550429.000000 Penalty: 5702.174316
	Iteration 21Q: 3 clusters Score -1.455043e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -14550592.000000 Penalty: 5702.174316
	Iteration 22Q: 3 clusters Score -1.455059e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63671 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -14550688.000000 Penalty: 5702.174316
	Iteration 23Q: 3 clusters Score -1.455069e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -14550809.000000 Penalty: 5702.174316
	Iteration 24Q: 3 clusters Score -1.455081e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -14550946.000000 Penalty: 5702.174316
	Iteration 25Q: 3 clusters Score -1.455095e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -14551154.000000 Penalty: 5702.174316
	Iteration 26Q: 3 clusters Score -1.455115e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -14551348.000000 Penalty: 5702.174316
	Iteration 27Q: 3 clusters Score -1.455135e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -14551650.000000 Penalty: 5702.174316
	Iteration 28Q: 3 clusters Score -1.455165e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -14551930.000000 Penalty: 5702.174316
	Iteration 29Q: 3 clusters Score -1.455193e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -14552381.000000 Penalty: 5702.174316
	Iteration 30Q: 3 clusters Score -1.455238e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72070 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -14552697.000000 Penalty: 5702.174316
	Iteration 31Q: 3 clusters Score -1.45527e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73451 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -14553116.000000 Penalty: 5702.174316
	Iteration 32Q: 3 clusters Score -1.455312e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -14553562.000000 Penalty: 5702.174316
	Iteration 33Q: 3 clusters Score -1.455356e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -14554098.000000 Penalty: 5702.174316
	Iteration 34Q: 3 clusters Score -1.45541e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -14554535.000000 Penalty: 5702.174316
	Iteration 35Q: 3 clusters Score -1.455454e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -14555058.000000 Penalty: 5702.174316
	Iteration 36Q: 3 clusters Score -1.455506e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -14555642.000000 Penalty: 5702.174316
	Iteration 37Q: 3 clusters Score -1.455564e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -14556156.000000 Penalty: 5702.174316
	Iteration 38Q: 3 clusters Score -1.455616e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -14556668.000000 Penalty: 5702.174316
	Iteration 39Q: 3 clusters Score -1.455667e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -14557244.000000 Penalty: 5702.174316
	Iteration 40F: 3 clusters Score -1.455724e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -14557932.000000 Penalty: 5702.174316
	Iteration 41Q: 3 clusters Score -1.455793e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -14558669.000000 Penalty: 5702.174316
	Iteration 42Q: 3 clusters Score -1.455867e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -14559387.000000 Penalty: 5702.174316
	Iteration 43Q: 3 clusters Score -1.455939e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90157 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -14560133.000000 Penalty: 5702.174316
	Iteration 44Q: 3 clusters Score -1.456013e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -14560784.000000 Penalty: 5702.174316
	Iteration 45Q: 3 clusters Score -1.456078e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -14561433.000000 Penalty: 5702.174316
	Iteration 46Q: 3 clusters Score -1.456143e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92485 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -14561869.000000 Penalty: 5702.174316
	Iteration 47Q: 3 clusters Score -1.456187e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92972 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -14562260.000000 Penalty: 5702.174316
	Iteration 48Q: 3 clusters Score -1.456226e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93352 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -14562526.000000 Penalty: 5702.174316
	Iteration 49Q: 3 clusters Score -1.456253e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93660 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -14562700.000000 Penalty: 5702.174316
	Iteration 50Q: 3 clusters Score -1.45627e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -14562817.000000 Penalty: 5702.174316
	Iteration 51Q: 3 clusters Score -1.456282e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -14562867.000000 Penalty: 5702.174316
	Iteration 52Q: 3 clusters Score -1.456287e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -14562900.000000 Penalty: 5702.174316
	Iteration 53Q: 3 clusters Score -1.45629e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94386 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -14562955.000000 Penalty: 5702.174316
	Iteration 54Q: 3 clusters Score -1.456296e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94494 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -14562954.000000 Penalty: 5702.174316
	Iteration 55Q: 3 clusters Score -1.456295e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94586 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -14562945.000000 Penalty: 5702.174316
	Iteration 56Q: 3 clusters Score -1.456294e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -14563005.000000 Penalty: 5702.174316
	Iteration 57Q: 3 clusters Score -1.4563e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -14563016.000000 Penalty: 5702.174316
	Iteration 58Q: 3 clusters Score -1.456302e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -14563031.000000 Penalty: 5702.174316
	Iteration 59Q: 3 clusters Score -1.456303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94804 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -14563051.000000 Penalty: 5702.174316
	Iteration 60F: 3 clusters Score -1.456305e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -14563050.000000 Penalty: 5702.174316
	Iteration 61Q: 3 clusters Score -1.456305e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -14563073.000000 Penalty: 5702.174316
	Iteration 62Q: 3 clusters Score -1.456307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -14563060.000000 Penalty: 5702.174316
	Iteration 63Q: 3 clusters Score -1.456306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94902 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -14563060.000000 Penalty: 5702.174316
	Iteration 64Q: 3 clusters Score -1.456306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -14563045.000000 Penalty: 5702.174316
	Iteration 65Q: 3 clusters Score -1.456304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -14563062.000000 Penalty: 5702.174316
	Iteration 66Q: 3 clusters Score -1.456306e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -14563061.000000 Penalty: 5702.174316
	Iteration 67Q: 3 clusters Score -1.456306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94943 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -14563054.000000 Penalty: 5702.174316
	Iteration 68Q: 3 clusters Score -1.456305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14563054.000000 Penalty: 5702.174316
	Iteration 69Q: 3 clusters Score -1.456305e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94954 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -14563058.000000 Penalty: 5702.174316
	Iteration 70Q: 3 clusters Score -1.456306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94958 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -14563065.000000 Penalty: 5702.174316
	Iteration 71Q: 3 clusters Score -1.456306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94962 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14563053.000000 Penalty: 5702.174316
	Iteration 72Q: 3 clusters Score -1.456305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94968 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -14563060.000000 Penalty: 5702.174316
	Iteration 73Q: 3 clusters Score -1.456306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14563057.000000 Penalty: 5702.174316
	Iteration 74Q: 3 clusters Score -1.456306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -14563065.000000 Penalty: 5702.174316
	Iteration 75Q: 3 clusters Score -1.456306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94977 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -14563065.000000 Penalty: 5702.174316
	Iteration 76Q: 3 clusters Score -1.456306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -14563060.000000 Penalty: 5702.174316
	Iteration 77Q: 3 clusters Score -1.456306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14563078.000000 Penalty: 5702.174316
	Iteration 78Q: 3 clusters Score -1.456308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94981 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14563078.000000 Penalty: 5702.174316
	Iteration 79F: 3 clusters Score -1.456308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Entering Unmasked Estep 
Score: -3414757.750000 Penalty: 2493.001221
	Iteration 0F: 2 clusters Score -3414758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3398635.000000 Penalty: 4986.002441
	Iteration 0F: 3 clusters Score -3398635 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3404264.250000 Penalty: 4986.002441
	Iteration 1F: 3 clusters Score -3404264 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3404790.000000 Penalty: 4986.002441
	Iteration 2F: 3 clusters Score -3404790 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3405334.750000 Penalty: 4986.002441
	Iteration 3F: 3 clusters Score -3405335 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -3405864.000000 Penalty: 4986.002441
	Iteration 4F: 3 clusters Score -3405864 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3406346.250000 Penalty: 4986.002441
	Iteration 5Q: 3 clusters Score -3406346 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3406852.500000 Penalty: 4986.002441
	Iteration 6Q: 3 clusters Score -3406852 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -3407464.000000 Penalty: 4986.002441
	Iteration 7Q: 3 clusters Score -3407464 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3408154.500000 Penalty: 4986.002441
	Iteration 8Q: 3 clusters Score -3408154 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -3408906.750000 Penalty: 4986.002441
	Iteration 9Q: 3 clusters Score -3408907 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3409677.000000 Penalty: 4986.002441
	Iteration 10Q: 3 clusters Score -3409677 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -3410408.500000 Penalty: 4986.002441
	Iteration 11Q: 3 clusters Score -3410408 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -3411018.750000 Penalty: 4986.002441
	Iteration 12Q: 3 clusters Score -3411019 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3411506.250000 Penalty: 4986.002441
	Iteration 13Q: 3 clusters Score -3411506 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3411960.750000 Penalty: 4986.002441
	Iteration 14Q: 3 clusters Score -3411961 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3412326.250000 Penalty: 4986.002441
	Iteration 15Q: 3 clusters Score -3412326 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -3412565.500000 Penalty: 4986.002441
	Iteration 16Q: 3 clusters Score -3412566 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -3412707.000000 Penalty: 4986.002441
	Iteration 17Q: 3 clusters Score -3412707 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3412797.000000 Penalty: 4986.002441
	Iteration 18Q: 3 clusters Score -3412797 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3412846.000000 Penalty: 4986.002441
	Iteration 19Q: 3 clusters Score -3412846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3412862.000000 Penalty: 4986.002441
	Iteration 20F: 3 clusters Score -3412862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3412892.000000 Penalty: 4986.002441
	Iteration 21Q: 3 clusters Score -3412892 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3412899.000000 Penalty: 4986.002441
	Iteration 22Q: 3 clusters Score -3412899 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3412901.000000 Penalty: 4986.002441
	Iteration 23Q: 3 clusters Score -3412901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -3412914.500000 Penalty: 4986.002441
	Iteration 24Q: 3 clusters Score -3412914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3412922.250000 Penalty: 4986.002441
	Iteration 25Q: 3 clusters Score -3412922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3412927.000000 Penalty: 4986.002441
	Iteration 26Q: 3 clusters Score -3412927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3412943.000000 Penalty: 4986.002441
	Iteration 27Q: 3 clusters Score -3412943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3412945.500000 Penalty: 4986.002441
	Iteration 28Q: 3 clusters Score -3412946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3412939.000000 Penalty: 4986.002441
	Iteration 29Q: 3 clusters Score -3412939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3412949.250000 Penalty: 4986.002441
	Iteration 30Q: 3 clusters Score -3412949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3412947.500000 Penalty: 4986.002441
	Iteration 31Q: 3 clusters Score -3412948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3412944.250000 Penalty: 4986.002441
	Iteration 32Q: 3 clusters Score -3412944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3412944.750000 Penalty: 4986.002441
	Iteration 33Q: 3 clusters Score -3412945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3412942.000000 Penalty: 4986.002441
	Iteration 34Q: 3 clusters Score -3412942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3412943.250000 Penalty: 4986.002441
	Iteration 35Q: 3 clusters Score -3412943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3412937.500000 Penalty: 4986.002441
	Iteration 36Q: 3 clusters Score -3412938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -3412938.000000 Penalty: 4986.002441
	Iteration 37Q: 3 clusters Score -3412938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3412936.000000 Penalty: 4986.002441
	Iteration 38Q: 3 clusters Score -3412936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3412935.750000 Penalty: 4986.002441
	Iteration 39Q: 3 clusters Score -3412936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3412935.750000 Penalty: 4986.002441
	Iteration 40F: 3 clusters Score -3412936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Entering Unmasked Estep 
Score: -397542.656250 Penalty: 1981.074463
	Iteration 0F: 2 clusters Score -397542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -394421.906250 Penalty: 3962.148926
	Iteration 0F: 3 clusters Score -394421.9 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -395514.843750 Penalty: 3962.148926
	Iteration 1F: 3 clusters Score -395514.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -396143.000000 Penalty: 3962.148926
	Iteration 2F: 3 clusters Score -396143 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396630.843750 Penalty: 3962.148926
	Iteration 3F: 3 clusters Score -396630.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -396930.625000 Penalty: 3962.148926
	Iteration 4F: 3 clusters Score -396930.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -397098.500000 Penalty: 3962.148926
	Iteration 5F: 3 clusters Score -397098.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -397197.812500 Penalty: 3962.148926
	Iteration 6Q: 3 clusters Score -397197.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -397271.875000 Penalty: 3962.148926
	Iteration 7Q: 3 clusters Score -397271.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -397331.375000 Penalty: 3962.148926
	Iteration 8Q: 3 clusters Score -397331.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -397386.812500 Penalty: 3962.148926
	Iteration 9Q: 3 clusters Score -397386.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -397451.656250 Penalty: 3962.148926
	Iteration 10Q: 3 clusters Score -397451.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -397521.875000 Penalty: 3962.148926
	Iteration 11Q: 3 clusters Score -397521.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -397568.625000 Penalty: 3962.148926
	Iteration 12Q: 3 clusters Score -397568.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -397615.468750 Penalty: 3962.148926
	Iteration 13Q: 3 clusters Score -397615.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -397646.937500 Penalty: 3962.148926
	Iteration 14Q: 3 clusters Score -397646.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -397687.781250 Penalty: 3962.148926
	Iteration 15Q: 3 clusters Score -397687.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -397731.781250 Penalty: 3962.148926
	Iteration 16Q: 3 clusters Score -397731.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -397756.312500 Penalty: 3962.148926
	Iteration 17Q: 3 clusters Score -397756.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -397780.750000 Penalty: 3962.148926
	Iteration 18Q: 3 clusters Score -397780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -397810.062500 Penalty: 3962.148926
	Iteration 19Q: 3 clusters Score -397810.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -397838.562500 Penalty: 3962.148926
	Iteration 20F: 3 clusters Score -397838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -397857.000000 Penalty: 3962.148926
	Iteration 21Q: 3 clusters Score -397857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -397866.718750 Penalty: 3962.148926
	Iteration 22Q: 3 clusters Score -397866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -397877.750000 Penalty: 3962.148926
	Iteration 23Q: 3 clusters Score -397877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -397885.937500 Penalty: 3962.148926
	Iteration 24Q: 3 clusters Score -397885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -397891.812500 Penalty: 3962.148926
	Iteration 25Q: 3 clusters Score -397891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -397894.937500 Penalty: 3962.148926
	Iteration 26Q: 3 clusters Score -397894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -397900.031250 Penalty: 3962.148926
	Iteration 27Q: 3 clusters Score -397900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -397904.218750 Penalty: 3962.148926
	Iteration 28Q: 3 clusters Score -397904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -397908.375000 Penalty: 3962.148926
	Iteration 29Q: 3 clusters Score -397908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -397911.218750 Penalty: 3962.148926
	Iteration 30Q: 3 clusters Score -397911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -397914.656250 Penalty: 3962.148926
	Iteration 31Q: 3 clusters Score -397914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -397915.156250 Penalty: 3962.148926
	Iteration 32Q: 3 clusters Score -397915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -397915.156250 Penalty: 3962.148926
	Iteration 33F: 3 clusters Score -397915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 726 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2220 members 
Entering Unmasked Estep 
Score: -115061160.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115062152.000000 to -115061160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Entering Unmasked Estep 
Score: -1771613.125000 Penalty: 2328.655762
	Iteration 0F: 2 clusters Score -1771613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1762783.750000 Penalty: 4657.311523
	Iteration 0F: 3 clusters Score -1762784 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1765574.000000 Penalty: 4657.311523
	Iteration 1F: 3 clusters Score -1765574 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1766037.625000 Penalty: 4657.311523
	Iteration 2F: 3 clusters Score -1766038 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1766445.500000 Penalty: 4657.311523
	Iteration 3F: 3 clusters Score -1766446 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1766766.000000 Penalty: 4657.311523
	Iteration 4Q: 3 clusters Score -1766766 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1767071.750000 Penalty: 4657.311523
	Iteration 5Q: 3 clusters Score -1767072 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1767344.500000 Penalty: 4657.311523
	Iteration 6Q: 3 clusters Score -1767344 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1767549.875000 Penalty: 4657.311523
	Iteration 7Q: 3 clusters Score -1767550 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1767727.750000 Penalty: 4657.311523
	Iteration 8Q: 3 clusters Score -1767728 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1767894.625000 Penalty: 4657.311523
	Iteration 9Q: 3 clusters Score -1767895 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1768058.250000 Penalty: 4657.311523
	Iteration 10Q: 3 clusters Score -1768058 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1768204.250000 Penalty: 4657.311523
	Iteration 11Q: 3 clusters Score -1768204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1768318.375000 Penalty: 4657.311523
	Iteration 12Q: 3 clusters Score -1768318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1768453.500000 Penalty: 4657.311523
	Iteration 13Q: 3 clusters Score -1768454 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1768597.125000 Penalty: 4657.311523
	Iteration 14Q: 3 clusters Score -1768597 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1768729.500000 Penalty: 4657.311523
	Iteration 15Q: 3 clusters Score -1768730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1768842.125000 Penalty: 4657.311523
	Iteration 16Q: 3 clusters Score -1768842 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1768950.000000 Penalty: 4657.311523
	Iteration 17Q: 3 clusters Score -1768950 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1769049.875000 Penalty: 4657.311523
	Iteration 18Q: 3 clusters Score -1769050 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1769127.875000 Penalty: 4657.311523
	Iteration 19Q: 3 clusters Score -1769128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1769209.625000 Penalty: 4657.311523
	Iteration 20F: 3 clusters Score -1769210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1769264.125000 Penalty: 4657.311523
	Iteration 21Q: 3 clusters Score -1769264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1769322.625000 Penalty: 4657.311523
	Iteration 22Q: 3 clusters Score -1769323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1769362.125000 Penalty: 4657.311523
	Iteration 23Q: 3 clusters Score -1769362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1769395.500000 Penalty: 4657.311523
	Iteration 24Q: 3 clusters Score -1769396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1769416.250000 Penalty: 4657.311523
	Iteration 25Q: 3 clusters Score -1769416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1769437.875000 Penalty: 4657.311523
	Iteration 26Q: 3 clusters Score -1769438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1769458.500000 Penalty: 4657.311523
	Iteration 27Q: 3 clusters Score -1769458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1769483.625000 Penalty: 4657.311523
	Iteration 28Q: 3 clusters Score -1769484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1769505.125000 Penalty: 4657.311523
	Iteration 29Q: 3 clusters Score -1769505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1769540.625000 Penalty: 4657.311523
	Iteration 30Q: 3 clusters Score -1769541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1769562.625000 Penalty: 4657.311523
	Iteration 31Q: 3 clusters Score -1769563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1769586.625000 Penalty: 4657.311523
	Iteration 32Q: 3 clusters Score -1769587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1769604.500000 Penalty: 4657.311523
	Iteration 33Q: 3 clusters Score -1769604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1769635.500000 Penalty: 4657.311523
	Iteration 34Q: 3 clusters Score -1769636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1769653.250000 Penalty: 4657.311523
	Iteration 35Q: 3 clusters Score -1769653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1769688.500000 Penalty: 4657.311523
	Iteration 36Q: 3 clusters Score -1769688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1769710.250000 Penalty: 4657.311523
	Iteration 37Q: 3 clusters Score -1769710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1769736.125000 Penalty: 4657.311523
	Iteration 38Q: 3 clusters Score -1769736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1769752.500000 Penalty: 4657.311523
	Iteration 39Q: 3 clusters Score -1769752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1769771.000000 Penalty: 4657.311523
	Iteration 40F: 3 clusters Score -1769771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1769782.500000 Penalty: 4657.311523
	Iteration 41Q: 3 clusters Score -1769782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1769792.125000 Penalty: 4657.311523
	Iteration 42Q: 3 clusters Score -1769792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1769805.875000 Penalty: 4657.311523
	Iteration 43Q: 3 clusters Score -1769806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1769816.625000 Penalty: 4657.311523
	Iteration 44Q: 3 clusters Score -1769817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1769824.250000 Penalty: 4657.311523
	Iteration 45Q: 3 clusters Score -1769824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1769830.750000 Penalty: 4657.311523
	Iteration 46Q: 3 clusters Score -1769831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1769839.750000 Penalty: 4657.311523
	Iteration 47Q: 3 clusters Score -1769840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1769852.875000 Penalty: 4657.311523
	Iteration 48Q: 3 clusters Score -1769853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1769868.625000 Penalty: 4657.311523
	Iteration 49Q: 3 clusters Score -1769869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1769879.125000 Penalty: 4657.311523
	Iteration 50Q: 3 clusters Score -1769879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1769890.125000 Penalty: 4657.311523
	Iteration 51Q: 3 clusters Score -1769890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1769898.375000 Penalty: 4657.311523
	Iteration 52Q: 3 clusters Score -1769898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1769906.875000 Penalty: 4657.311523
	Iteration 53Q: 3 clusters Score -1769907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1769922.500000 Penalty: 4657.311523
	Iteration 54Q: 3 clusters Score -1769922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1769934.250000 Penalty: 4657.311523
	Iteration 55Q: 3 clusters Score -1769934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1769949.750000 Penalty: 4657.311523
	Iteration 56Q: 3 clusters Score -1769950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1769967.750000 Penalty: 4657.311523
	Iteration 57Q: 3 clusters Score -1769968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1769986.250000 Penalty: 4657.311523
	Iteration 58Q: 3 clusters Score -1769986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1770007.125000 Penalty: 4657.311523
	Iteration 59Q: 3 clusters Score -1770007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1770021.500000 Penalty: 4657.311523
	Iteration 60F: 3 clusters Score -1770022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1770027.125000 Penalty: 4657.311523
	Iteration 61Q: 3 clusters Score -1770027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1770028.250000 Penalty: 4657.311523
	Iteration 62Q: 3 clusters Score -1770028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1770031.250000 Penalty: 4657.311523
	Iteration 63Q: 3 clusters Score -1770031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1770033.500000 Penalty: 4657.311523
	Iteration 64Q: 3 clusters Score -1770034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1770036.125000 Penalty: 4657.311523
	Iteration 65Q: 3 clusters Score -1770036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1770035.250000 Penalty: 4657.311523
	Iteration 66Q: 3 clusters Score -1770035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1770033.375000 Penalty: 4657.311523
	Iteration 67Q: 3 clusters Score -1770033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1770037.375000 Penalty: 4657.311523
	Iteration 68Q: 3 clusters Score -1770037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1770037.125000 Penalty: 4657.311523
	Iteration 69Q: 3 clusters Score -1770037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1770037.125000 Penalty: 4657.311523
	Iteration 70F: 3 clusters Score -1770037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80695 members 
Entering Unmasked Estep 
Score: -12031346.000000 Penalty: 2802.011230
	Iteration 0F: 2 clusters Score -1.203135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -11977463.000000 Penalty: 5604.022461
	Iteration 0F: 3 clusters Score -1.197746e+07 nChanged 37799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -11999264.000000 Penalty: 5604.022461
	Iteration 1F: 3 clusters Score -1.199926e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -12000060.000000 Penalty: 5604.022461
	Iteration 2Q: 3 clusters Score -1.200006e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -12000856.000000 Penalty: 5604.022461
	Iteration 3Q: 3 clusters Score -1.200086e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -12001653.000000 Penalty: 5604.022461
	Iteration 4Q: 3 clusters Score -1.200165e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -12002620.000000 Penalty: 5604.022461
	Iteration 5Q: 3 clusters Score -1.200262e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -12003963.000000 Penalty: 5604.022461
	Iteration 6Q: 3 clusters Score -1.200396e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51996 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -12005961.000000 Penalty: 5604.022461
	Iteration 7Q: 3 clusters Score -1.200596e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -12008905.000000 Penalty: 5604.022461
	Iteration 8F: 3 clusters Score -1.20089e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -12012966.000000 Penalty: 5604.022461
	Iteration 9F: 3 clusters Score -1.201297e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -12017646.000000 Penalty: 5604.022461
	Iteration 10F: 3 clusters Score -1.201765e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -12021952.000000 Penalty: 5604.022461
	Iteration 11F: 3 clusters Score -1.202195e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -12025168.000000 Penalty: 5604.022461
	Iteration 12Q: 3 clusters Score -1.202517e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78070 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -12027034.000000 Penalty: 5604.022461
	Iteration 13Q: 3 clusters Score -1.202703e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -12027916.000000 Penalty: 5604.022461
	Iteration 14Q: 3 clusters Score -1.202792e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12028447.000000 Penalty: 5604.022461
	Iteration 15Q: 3 clusters Score -1.202845e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12028686.000000 Penalty: 5604.022461
	Iteration 16Q: 3 clusters Score -1.202869e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80103 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -12028826.000000 Penalty: 5604.022461
	Iteration 17Q: 3 clusters Score -1.202883e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -12028890.000000 Penalty: 5604.022461
	Iteration 18Q: 3 clusters Score -1.202889e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -12028935.000000 Penalty: 5604.022461
	Iteration 19Q: 3 clusters Score -1.202894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80204 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12028954.000000 Penalty: 5604.022461
	Iteration 20F: 3 clusters Score -1.202895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12028979.000000 Penalty: 5604.022461
	Iteration 21Q: 3 clusters Score -1.202898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12028999.000000 Penalty: 5604.022461
	Iteration 22Q: 3 clusters Score -1.2029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12029001.000000 Penalty: 5604.022461
	Iteration 23Q: 3 clusters Score -1.2029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80260 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -12029005.000000 Penalty: 5604.022461
	Iteration 24Q: 3 clusters Score -1.2029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80269 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -12029017.000000 Penalty: 5604.022461
	Iteration 25Q: 3 clusters Score -1.202902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80270 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12029032.000000 Penalty: 5604.022461
	Iteration 26Q: 3 clusters Score -1.202903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12029050.000000 Penalty: 5604.022461
	Iteration 27Q: 3 clusters Score -1.202905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12029055.000000 Penalty: 5604.022461
	Iteration 28Q: 3 clusters Score -1.202906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80275 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -12029056.000000 Penalty: 5604.022461
	Iteration 29Q: 3 clusters Score -1.202906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12029054.000000 Penalty: 5604.022461
	Iteration 30Q: 3 clusters Score -1.202905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -12029053.000000 Penalty: 5604.022461
	Iteration 31Q: 3 clusters Score -1.202905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12029062.000000 Penalty: 5604.022461
	Iteration 32Q: 3 clusters Score -1.202906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12029053.000000 Penalty: 5604.022461
	Iteration 33Q: 3 clusters Score -1.202905e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80279 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12029053.000000 Penalty: 5604.022461
	Iteration 34F: 3 clusters Score -1.202905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -5867706.500000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -5867706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5841065.500000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -5841066 nChanged 17840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5850820.000000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -5850820 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -5851350.000000 Penalty: 5245.833984
	Iteration 2Q: 3 clusters Score -5851350 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -5851868.500000 Penalty: 5245.833984
	Iteration 3Q: 3 clusters Score -5851868 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -5852374.500000 Penalty: 5245.833984
	Iteration 4Q: 3 clusters Score -5852374 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5852881.000000 Penalty: 5245.833984
	Iteration 5Q: 3 clusters Score -5852881 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -5853496.500000 Penalty: 5245.833984
	Iteration 6Q: 3 clusters Score -5853496 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -5854259.000000 Penalty: 5245.833984
	Iteration 7Q: 3 clusters Score -5854259 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -5854977.000000 Penalty: 5245.833984
	Iteration 8Q: 3 clusters Score -5854977 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5855751.500000 Penalty: 5245.833984
	Iteration 9Q: 3 clusters Score -5855752 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -5856534.500000 Penalty: 5245.833984
	Iteration 10Q: 3 clusters Score -5856534 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5857252.500000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -5857252 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -5857880.000000 Penalty: 5245.833984
	Iteration 12Q: 3 clusters Score -5857880 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5858425.500000 Penalty: 5245.833984
	Iteration 13Q: 3 clusters Score -5858426 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -5858858.500000 Penalty: 5245.833984
	Iteration 14Q: 3 clusters Score -5858858 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -5859338.500000 Penalty: 5245.833984
	Iteration 15Q: 3 clusters Score -5859338 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5859857.500000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -5859858 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5860351.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -5860351 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -5860898.000000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -5860898 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -5861433.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -5861433 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5861978.500000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -5861978 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -5862477.000000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -5862477 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -5862997.000000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -5862997 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -5863451.500000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -5863452 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -5863831.500000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -5863832 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -5864151.000000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -5864151 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5864424.000000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -5864424 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -5864643.000000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -5864643 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5864805.500000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -5864806 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -5864948.000000 Penalty: 5245.833984
	Iteration 29Q: 3 clusters Score -5864948 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -5865060.500000 Penalty: 5245.833984
	Iteration 30Q: 3 clusters Score -5865060 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5865162.500000 Penalty: 5245.833984
	Iteration 31Q: 3 clusters Score -5865162 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -5865217.000000 Penalty: 5245.833984
	Iteration 32Q: 3 clusters Score -5865217 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -5865287.500000 Penalty: 5245.833984
	Iteration 33Q: 3 clusters Score -5865288 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -5865349.500000 Penalty: 5245.833984
	Iteration 34Q: 3 clusters Score -5865350 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
Score: -5865408.500000 Penalty: 5245.833984
	Iteration 35Q: 3 clusters Score -5865408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5865444.000000 Penalty: 5245.833984
	Iteration 36Q: 3 clusters Score -5865444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -5865471.000000 Penalty: 5245.833984
	Iteration 37Q: 3 clusters Score -5865471 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -5865493.500000 Penalty: 5245.833984
	Iteration 38Q: 3 clusters Score -5865494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -5865517.000000 Penalty: 5245.833984
	Iteration 39Q: 3 clusters Score -5865517 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5865523.000000 Penalty: 5245.833984
	Iteration 40F: 3 clusters Score -5865523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5865541.000000 Penalty: 5245.833984
	Iteration 41Q: 3 clusters Score -5865541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -5865549.000000 Penalty: 5245.833984
	Iteration 42Q: 3 clusters Score -5865549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -5865568.000000 Penalty: 5245.833984
	Iteration 43Q: 3 clusters Score -5865568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5865565.500000 Penalty: 5245.833984
	Iteration 44Q: 3 clusters Score -5865566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -5865569.500000 Penalty: 5245.833984
	Iteration 45Q: 3 clusters Score -5865570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5865568.000000 Penalty: 5245.833984
	Iteration 46Q: 3 clusters Score -5865568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -5865572.500000 Penalty: 5245.833984
	Iteration 47Q: 3 clusters Score -5865572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -5865583.000000 Penalty: 5245.833984
	Iteration 48Q: 3 clusters Score -5865583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5865580.500000 Penalty: 5245.833984
	Iteration 49Q: 3 clusters Score -5865580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -5865589.000000 Penalty: 5245.833984
	Iteration 50Q: 3 clusters Score -5865589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5865590.000000 Penalty: 5245.833984
	Iteration 51Q: 3 clusters Score -5865590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5865591.000000 Penalty: 5245.833984
	Iteration 52Q: 3 clusters Score -5865591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5865596.500000 Penalty: 5245.833984
	Iteration 53Q: 3 clusters Score -5865596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5865606.000000 Penalty: 5245.833984
	Iteration 54Q: 3 clusters Score -5865606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -5865606.500000 Penalty: 5245.833984
	Iteration 55Q: 3 clusters Score -5865606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -5865615.000000 Penalty: 5245.833984
	Iteration 56Q: 3 clusters Score -5865615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -5865608.500000 Penalty: 5245.833984
	Iteration 57Q: 3 clusters Score -5865608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5865611.000000 Penalty: 5245.833984
	Iteration 58Q: 3 clusters Score -5865611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -5865618.000000 Penalty: 5245.833984
	Iteration 59Q: 3 clusters Score -5865618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5865618.000000 Penalty: 5245.833984
	Iteration 60F: 3 clusters Score -5865618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -5865622.500000 Penalty: 5245.833984
	Iteration 61Q: 3 clusters Score -5865622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -5865621.000000 Penalty: 5245.833984
	Iteration 62Q: 3 clusters Score -5865621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5865624.500000 Penalty: 5245.833984
	Iteration 63Q: 3 clusters Score -5865624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -5865623.000000 Penalty: 5245.833984
	Iteration 64Q: 3 clusters Score -5865623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5865623.500000 Penalty: 5245.833984
	Iteration 65Q: 3 clusters Score -5865624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -5865632.000000 Penalty: 5245.833984
	Iteration 66Q: 3 clusters Score -5865632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -5865626.000000 Penalty: 5245.833984
	Iteration 67Q: 3 clusters Score -5865626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -5865637.000000 Penalty: 5245.833984
	Iteration 68Q: 3 clusters Score -5865637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -5865635.000000 Penalty: 5245.833984
	Iteration 69Q: 3 clusters Score -5865635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5865633.500000 Penalty: 5245.833984
	Iteration 70Q: 3 clusters Score -5865634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -5865633.500000 Penalty: 5245.833984
	Iteration 71Q: 3 clusters Score -5865634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -5865633.000000 Penalty: 5245.833984
	Iteration 72Q: 3 clusters Score -5865633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -5865625.500000 Penalty: 5245.833984
	Iteration 73Q: 3 clusters Score -5865626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5865631.000000 Penalty: 5245.833984
	Iteration 74Q: 3 clusters Score -5865631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -5865639.000000 Penalty: 5245.833984
	Iteration 75Q: 3 clusters Score -5865639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5865639.000000 Penalty: 5245.833984
	Iteration 76Q: 3 clusters Score -5865639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5865639.000000 Penalty: 5245.833984
	Iteration 77F: 3 clusters Score -5865639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -505037.031250 Penalty: 2031.070190
	Iteration 0F: 2 clusters Score -505037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -501394.406250 Penalty: 4062.140381
	Iteration 0F: 3 clusters Score -501394.4 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -502377.593750 Penalty: 4062.140381
	Iteration 1F: 3 clusters Score -502377.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -502989.468750 Penalty: 4062.140381
	Iteration 2F: 3 clusters Score -502989.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -503784.250000 Penalty: 4062.140381
	Iteration 3F: 3 clusters Score -503784.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -504550.437500 Penalty: 4062.140381
	Iteration 4F: 3 clusters Score -504550.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -505110.125000 Penalty: 4062.140381
	Iteration 5F: 3 clusters Score -505110.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -505448.343750 Penalty: 4062.140381
	Iteration 6F: 3 clusters Score -505448.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -505774.468750 Penalty: 4062.140381
	Iteration 7F: 3 clusters Score -505774.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -505987.812500 Penalty: 4062.140381
	Iteration 8Q: 3 clusters Score -505987.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -506112.843750 Penalty: 4062.140381
	Iteration 9Q: 3 clusters Score -506112.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -506185.156250 Penalty: 4062.140381
	Iteration 10Q: 3 clusters Score -506185.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -506226.031250 Penalty: 4062.140381
	Iteration 11Q: 3 clusters Score -506226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -506239.281250 Penalty: 4062.140381
	Iteration 12Q: 3 clusters Score -506239.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -506242.281250 Penalty: 4062.140381
	Iteration 13Q: 3 clusters Score -506242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -506242.281250 Penalty: 4062.140381
	Iteration 14F: 3 clusters Score -506242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 2484 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1120 members 
Entering Unmasked Estep 
Score: -115062064.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115062152.000000 to -115062064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (58655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Entering Unmasked Estep 
Score: -8231436.000000 Penalty: 2722.898193
	Iteration 0F: 2 clusters Score -8231436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -8192017.000000 Penalty: 5445.796387
	Iteration 0F: 3 clusters Score -8192017 nChanged 27295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -8208148.000000 Penalty: 5445.796387
	Iteration 1F: 3 clusters Score -8208148 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8209911.500000 Penalty: 5445.796387
	Iteration 2F: 3 clusters Score -8209912 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -8211619.500000 Penalty: 5445.796387
	Iteration 3F: 3 clusters Score -8211620 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8212970.500000 Penalty: 5445.796387
	Iteration 4F: 3 clusters Score -8212970 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -8214403.000000 Penalty: 5445.796387
	Iteration 5F: 3 clusters Score -8214403 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8215807.000000 Penalty: 5445.796387
	Iteration 6F: 3 clusters Score -8215807 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -8217452.500000 Penalty: 5445.796387
	Iteration 7F: 3 clusters Score -8217452 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8219238.000000 Penalty: 5445.796387
	Iteration 8F: 3 clusters Score -8219238 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -8221307.000000 Penalty: 5445.796387
	Iteration 9F: 3 clusters Score -8221307 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -8223330.500000 Penalty: 5445.796387
	Iteration 10Q: 3 clusters Score -8223330 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -8225188.000000 Penalty: 5445.796387
	Iteration 11Q: 3 clusters Score -8225188 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8226769.000000 Penalty: 5445.796387
	Iteration 12Q: 3 clusters Score -8226769 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8227850.500000 Penalty: 5445.796387
	Iteration 13Q: 3 clusters Score -8227850 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8228486.500000 Penalty: 5445.796387
	Iteration 14Q: 3 clusters Score -8228486 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8228981.500000 Penalty: 5445.796387
	Iteration 15Q: 3 clusters Score -8228982 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8229280.000000 Penalty: 5445.796387
	Iteration 16Q: 3 clusters Score -8229280 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8229456.500000 Penalty: 5445.796387
	Iteration 17Q: 3 clusters Score -8229456 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8229554.000000 Penalty: 5445.796387
	Iteration 18Q: 3 clusters Score -8229554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8229607.500000 Penalty: 5445.796387
	Iteration 19Q: 3 clusters Score -8229608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8229654.500000 Penalty: 5445.796387
	Iteration 20F: 3 clusters Score -8229654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8229696.000000 Penalty: 5445.796387
	Iteration 21Q: 3 clusters Score -8229696 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8229722.500000 Penalty: 5445.796387
	Iteration 22Q: 3 clusters Score -8229722 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8229739.000000 Penalty: 5445.796387
	Iteration 23Q: 3 clusters Score -8229739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8229756.000000 Penalty: 5445.796387
	Iteration 24Q: 3 clusters Score -8229756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8229754.500000 Penalty: 5445.796387
	Iteration 25Q: 3 clusters Score -8229754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8229771.500000 Penalty: 5445.796387
	Iteration 26Q: 3 clusters Score -8229772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8229781.500000 Penalty: 5445.796387
	Iteration 27Q: 3 clusters Score -8229782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8229781.500000 Penalty: 5445.796387
	Iteration 28Q: 3 clusters Score -8229782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8229792.000000 Penalty: 5445.796387
	Iteration 29Q: 3 clusters Score -8229792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8229806.500000 Penalty: 5445.796387
	Iteration 30Q: 3 clusters Score -8229806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8229810.500000 Penalty: 5445.796387
	Iteration 31Q: 3 clusters Score -8229810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8229821.500000 Penalty: 5445.796387
	Iteration 32Q: 3 clusters Score -8229822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8229817.500000 Penalty: 5445.796387
	Iteration 33Q: 3 clusters Score -8229818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8229817.000000 Penalty: 5445.796387
	Iteration 34Q: 3 clusters Score -8229817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57330 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8229817.000000 Penalty: 5445.796387
	Iteration 35Q: 3 clusters Score -8229817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8229821.000000 Penalty: 5445.796387
	Iteration 36Q: 3 clusters Score -8229821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8229829.500000 Penalty: 5445.796387
	Iteration 37Q: 3 clusters Score -8229830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8229825.500000 Penalty: 5445.796387
	Iteration 38Q: 3 clusters Score -8229826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8229834.000000 Penalty: 5445.796387
	Iteration 39Q: 3 clusters Score -8229834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8229839.000000 Penalty: 5445.796387
	Iteration 40F: 3 clusters Score -8229839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57340 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8229838.500000 Penalty: 5445.796387
	Iteration 41Q: 3 clusters Score -8229838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57339 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8229837.000000 Penalty: 5445.796387
	Iteration 42Q: 3 clusters Score -8229837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8229842.000000 Penalty: 5445.796387
	Iteration 43Q: 3 clusters Score -8229842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8229839.500000 Penalty: 5445.796387
	Iteration 44Q: 3 clusters Score -8229840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8229841.000000 Penalty: 5445.796387
	Iteration 45Q: 3 clusters Score -8229841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8229835.500000 Penalty: 5445.796387
	Iteration 46Q: 3 clusters Score -8229836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8229835.500000 Penalty: 5445.796387
	Iteration 47F: 3 clusters Score -8229836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Entering Unmasked Estep 
Score: -18282.894531 Penalty: 1358.162842
	Iteration 0F: 2 clusters Score -18282.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -17482.646484 Penalty: 2716.325684
	Iteration 0F: 3 clusters Score -17482.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17998.927734 Penalty: 2716.325684
	Iteration 1F: 3 clusters Score -17998.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18251.394531 Penalty: 2716.325684
	Iteration 2F: 3 clusters Score -18251.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18310.732422 Penalty: 2716.325684
	Iteration 3Q: 3 clusters Score -18310.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18392.542969 Penalty: 2716.325684
	Iteration 4Q: 3 clusters Score -18392.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18402.833984 Penalty: 2716.325684
	Iteration 5Q: 3 clusters Score -18402.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18402.833984 Penalty: 2716.325684
	Iteration 6F: 3 clusters Score -18402.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 165 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 74 members 
Entering Unmasked Estep 
Score: -115060288.000000 Penalty: 158475.468750
Splitting cluster 28 changes total score from -115062152.000000 to -115060288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Entering Unmasked Estep 
Score: -445717.406250 Penalty: 1986.898193
	Iteration 0F: 2 clusters Score -445717.4 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 1533 members 
Entering Unmasked Estep 
Score: -442450.156250 Penalty: 3973.796387
	Iteration 0F: 3 clusters Score -442450.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -443151.000000 Penalty: 3973.796387
	Iteration 1F: 3 clusters Score -443151 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -443321.687500 Penalty: 3973.796387
	Iteration 2F: 3 clusters Score -443321.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -443440.593750 Penalty: 3973.796387
	Iteration 3F: 3 clusters Score -443440.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -443522.593750 Penalty: 3973.796387
	Iteration 4Q: 3 clusters Score -443522.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -443609.000000 Penalty: 3973.796387
	Iteration 5Q: 3 clusters Score -443609 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -443706.218750 Penalty: 3973.796387
	Iteration 6Q: 3 clusters Score -443706.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -443826.468750 Penalty: 3973.796387
	Iteration 7Q: 3 clusters Score -443826.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -443971.125000 Penalty: 3973.796387
	Iteration 8Q: 3 clusters Score -443971.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -444143.062500 Penalty: 3973.796387
	Iteration 9Q: 3 clusters Score -444143.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -444300.687500 Penalty: 3973.796387
	Iteration 10Q: 3 clusters Score -444300.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -444436.093750 Penalty: 3973.796387
	Iteration 11Q: 3 clusters Score -444436.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -444551.062500 Penalty: 3973.796387
	Iteration 12Q: 3 clusters Score -444551.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -444634.968750 Penalty: 3973.796387
	Iteration 13Q: 3 clusters Score -444635 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -444698.718750 Penalty: 3973.796387
	Iteration 14Q: 3 clusters Score -444698.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -444750.093750 Penalty: 3973.796387
	Iteration 15Q: 3 clusters Score -444750.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -444791.312500 Penalty: 3973.796387
	Iteration 16Q: 3 clusters Score -444791.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -444816.812500 Penalty: 3973.796387
	Iteration 17Q: 3 clusters Score -444816.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -444833.531250 Penalty: 3973.796387
	Iteration 18Q: 3 clusters Score -444833.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -444845.281250 Penalty: 3973.796387
	Iteration 19Q: 3 clusters Score -444845.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -444850.968750 Penalty: 3973.796387
	Iteration 20F: 3 clusters Score -444851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -444856.250000 Penalty: 3973.796387
	Iteration 21Q: 3 clusters Score -444856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -444861.843750 Penalty: 3973.796387
	Iteration 22Q: 3 clusters Score -444861.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -444865.812500 Penalty: 3973.796387
	Iteration 23Q: 3 clusters Score -444865.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -444868.312500 Penalty: 3973.796387
	Iteration 24Q: 3 clusters Score -444868.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -444870.468750 Penalty: 3973.796387
	Iteration 25Q: 3 clusters Score -444870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -444872.062500 Penalty: 3973.796387
	Iteration 26Q: 3 clusters Score -444872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -444874.187500 Penalty: 3973.796387
	Iteration 27Q: 3 clusters Score -444874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -444877.125000 Penalty: 3973.796387
	Iteration 28Q: 3 clusters Score -444877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -444877.312500 Penalty: 3973.796387
	Iteration 29Q: 3 clusters Score -444877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -444877.312500 Penalty: 3973.796387
	Iteration 30F: 3 clusters Score -444877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Entering Unmasked Estep 
Score: -2250672.250000 Penalty: 2406.288818
	Iteration 0F: 2 clusters Score -2250672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2239044.250000 Penalty: 4812.577637
	Iteration 0F: 3 clusters Score -2239044 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2243221.750000 Penalty: 4812.577637
	Iteration 1F: 3 clusters Score -2243222 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2244069.500000 Penalty: 4812.577637
	Iteration 2F: 3 clusters Score -2244070 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2244910.500000 Penalty: 4812.577637
	Iteration 3F: 3 clusters Score -2244910 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2245694.250000 Penalty: 4812.577637
	Iteration 4F: 3 clusters Score -2245694 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2246416.750000 Penalty: 4812.577637
	Iteration 5F: 3 clusters Score -2246417 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2246992.500000 Penalty: 4812.577637
	Iteration 6F: 3 clusters Score -2246992 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2247428.500000 Penalty: 4812.577637
	Iteration 7Q: 3 clusters Score -2247428 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2247770.500000 Penalty: 4812.577637
	Iteration 8Q: 3 clusters Score -2247770 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2248017.750000 Penalty: 4812.577637
	Iteration 9Q: 3 clusters Score -2248018 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2248225.250000 Penalty: 4812.577637
	Iteration 10Q: 3 clusters Score -2248225 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2248388.250000 Penalty: 4812.577637
	Iteration 11Q: 3 clusters Score -2248388 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2248526.500000 Penalty: 4812.577637
	Iteration 12Q: 3 clusters Score -2248526 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2248665.250000 Penalty: 4812.577637
	Iteration 13Q: 3 clusters Score -2248665 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2248798.500000 Penalty: 4812.577637
	Iteration 14Q: 3 clusters Score -2248798 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2248923.000000 Penalty: 4812.577637
	Iteration 15Q: 3 clusters Score -2248923 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2249020.750000 Penalty: 4812.577637
	Iteration 16Q: 3 clusters Score -2249021 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2249093.500000 Penalty: 4812.577637
	Iteration 17Q: 3 clusters Score -2249094 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2249148.250000 Penalty: 4812.577637
	Iteration 18Q: 3 clusters Score -2249148 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2249195.250000 Penalty: 4812.577637
	Iteration 19Q: 3 clusters Score -2249195 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2249241.750000 Penalty: 4812.577637
	Iteration 20F: 3 clusters Score -2249242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2249283.500000 Penalty: 4812.577637
	Iteration 21Q: 3 clusters Score -2249284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2249326.500000 Penalty: 4812.577637
	Iteration 22Q: 3 clusters Score -2249326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2249343.750000 Penalty: 4812.577637
	Iteration 23Q: 3 clusters Score -2249344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2249364.250000 Penalty: 4812.577637
	Iteration 24Q: 3 clusters Score -2249364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2249380.750000 Penalty: 4812.577637
	Iteration 25Q: 3 clusters Score -2249381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2249398.000000 Penalty: 4812.577637
	Iteration 26Q: 3 clusters Score -2249398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -2249418.000000 Penalty: 4812.577637
	Iteration 27Q: 3 clusters Score -2249418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2249431.000000 Penalty: 4812.577637
	Iteration 28Q: 3 clusters Score -2249431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -2249444.000000 Penalty: 4812.577637
	Iteration 29Q: 3 clusters Score -2249444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2249452.750000 Penalty: 4812.577637
	Iteration 30Q: 3 clusters Score -2249453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2249457.250000 Penalty: 4812.577637
	Iteration 31Q: 3 clusters Score -2249457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2249466.000000 Penalty: 4812.577637
	Iteration 32Q: 3 clusters Score -2249466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2249472.500000 Penalty: 4812.577637
	Iteration 33Q: 3 clusters Score -2249472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2249485.250000 Penalty: 4812.577637
	Iteration 34Q: 3 clusters Score -2249485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2249492.500000 Penalty: 4812.577637
	Iteration 35Q: 3 clusters Score -2249492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2249494.250000 Penalty: 4812.577637
	Iteration 36Q: 3 clusters Score -2249494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2249494.250000 Penalty: 4812.577637
	Iteration 37Q: 3 clusters Score -2249494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2249494.750000 Penalty: 4812.577637
	Iteration 38Q: 3 clusters Score -2249495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2249495.750000 Penalty: 4812.577637
	Iteration 39Q: 3 clusters Score -2249496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2249497.000000 Penalty: 4812.577637
	Iteration 40F: 3 clusters Score -2249497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2249500.500000 Penalty: 4812.577637
	Iteration 41Q: 3 clusters Score -2249500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2249502.500000 Penalty: 4812.577637
	Iteration 42Q: 3 clusters Score -2249502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2249502.000000 Penalty: 4812.577637
	Iteration 43Q: 3 clusters Score -2249502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2249502.000000 Penalty: 4812.577637
	Iteration 44F: 3 clusters Score -2249502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -46145.824219 Penalty: 1469.215454
	Iteration 0F: 2 clusters Score -46145.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44852.011719 Penalty: 2938.430908
	Iteration 0F: 3 clusters Score -44852.01 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -45065.167969 Penalty: 2938.430908
	Iteration 1F: 3 clusters Score -45065.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -45237.898438 Penalty: 2938.430908
	Iteration 2F: 3 clusters Score -45237.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -45347.011719 Penalty: 2938.430908
	Iteration 3F: 3 clusters Score -45347.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -45471.085938 Penalty: 2938.430908
	Iteration 4Q: 3 clusters Score -45471.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -45547.769531 Penalty: 2938.430908
	Iteration 5Q: 3 clusters Score -45547.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -45577.679688 Penalty: 2938.430908
	Iteration 6Q: 3 clusters Score -45577.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -45592.140625 Penalty: 2938.430908
	Iteration 7Q: 3 clusters Score -45592.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -45606.312500 Penalty: 2938.430908
	Iteration 8Q: 3 clusters Score -45606.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -45606.312500 Penalty: 2938.430908
	Iteration 9F: 3 clusters Score -45606.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Entering Unmasked Estep 
Score: -1107800.750000 Penalty: 2215.483154
	Iteration 0F: 2 clusters Score -1107801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1101697.000000 Penalty: 4430.966309
	Iteration 0F: 3 clusters Score -1101697 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1103294.875000 Penalty: 4430.966309
	Iteration 1F: 3 clusters Score -1103295 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1103597.625000 Penalty: 4430.966309
	Iteration 2F: 3 clusters Score -1103598 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1103885.625000 Penalty: 4430.966309
	Iteration 3F: 3 clusters Score -1103886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1104189.375000 Penalty: 4430.966309
	Iteration 4F: 3 clusters Score -1104189 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1104529.750000 Penalty: 4430.966309
	Iteration 5F: 3 clusters Score -1104530 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1104926.125000 Penalty: 4430.966309
	Iteration 6F: 3 clusters Score -1104926 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1105280.250000 Penalty: 4430.966309
	Iteration 7F: 3 clusters Score -1105280 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1105547.875000 Penalty: 4430.966309
	Iteration 8Q: 3 clusters Score -1105548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1105727.875000 Penalty: 4430.966309
	Iteration 9Q: 3 clusters Score -1105728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1105859.625000 Penalty: 4430.966309
	Iteration 10Q: 3 clusters Score -1105860 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1105943.000000 Penalty: 4430.966309
	Iteration 11Q: 3 clusters Score -1105943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1105989.625000 Penalty: 4430.966309
	Iteration 12Q: 3 clusters Score -1105990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1106021.375000 Penalty: 4430.966309
	Iteration 13Q: 3 clusters Score -1106021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1106043.625000 Penalty: 4430.966309
	Iteration 14Q: 3 clusters Score -1106044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1106065.750000 Penalty: 4430.966309
	Iteration 15Q: 3 clusters Score -1106066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1106087.125000 Penalty: 4430.966309
	Iteration 16Q: 3 clusters Score -1106087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1106097.500000 Penalty: 4430.966309
	Iteration 17Q: 3 clusters Score -1106098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1106104.875000 Penalty: 4430.966309
	Iteration 18Q: 3 clusters Score -1106105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1106109.125000 Penalty: 4430.966309
	Iteration 19Q: 3 clusters Score -1106109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1106112.625000 Penalty: 4430.966309
	Iteration 20F: 3 clusters Score -1106113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1106119.125000 Penalty: 4430.966309
	Iteration 21Q: 3 clusters Score -1106119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1106124.750000 Penalty: 4430.966309
	Iteration 22Q: 3 clusters Score -1106125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1106128.875000 Penalty: 4430.966309
	Iteration 23Q: 3 clusters Score -1106129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1106132.000000 Penalty: 4430.966309
	Iteration 24Q: 3 clusters Score -1106132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1106136.250000 Penalty: 4430.966309
	Iteration 25Q: 3 clusters Score -1106136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1106139.125000 Penalty: 4430.966309
	Iteration 26Q: 3 clusters Score -1106139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1106139.625000 Penalty: 4430.966309
	Iteration 27Q: 3 clusters Score -1106140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1106141.625000 Penalty: 4430.966309
	Iteration 28Q: 3 clusters Score -1106142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1106144.875000 Penalty: 4430.966309
	Iteration 29Q: 3 clusters Score -1106145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1106148.125000 Penalty: 4430.966309
	Iteration 30Q: 3 clusters Score -1106148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1106150.125000 Penalty: 4430.966309
	Iteration 31Q: 3 clusters Score -1106150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1106152.625000 Penalty: 4430.966309
	Iteration 32Q: 3 clusters Score -1106153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1106154.750000 Penalty: 4430.966309
	Iteration 33Q: 3 clusters Score -1106155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1106156.625000 Penalty: 4430.966309
	Iteration 34Q: 3 clusters Score -1106157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1106159.250000 Penalty: 4430.966309
	Iteration 35Q: 3 clusters Score -1106159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1106157.250000 Penalty: 4430.966309
	Iteration 36Q: 3 clusters Score -1106157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1106162.125000 Penalty: 4430.966309
	Iteration 37Q: 3 clusters Score -1106162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1106161.500000 Penalty: 4430.966309
	Iteration 38Q: 3 clusters Score -1106162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1106161.750000 Penalty: 4430.966309
	Iteration 39Q: 3 clusters Score -1106162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1106164.625000 Penalty: 4430.966309
	Iteration 40F: 3 clusters Score -1106165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1106164.750000 Penalty: 4430.966309
	Iteration 41Q: 3 clusters Score -1106165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1106164.750000 Penalty: 4430.966309
	Iteration 42Q: 3 clusters Score -1106165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1106164.750000 Penalty: 4430.966309
	Iteration 43F: 3 clusters Score -1106165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -913030.687500 Penalty: 2172.747803
	Iteration 0F: 2 clusters Score -913030.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -907685.375000 Penalty: 4345.495605
	Iteration 0F: 3 clusters Score -907685.4 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -909559.875000 Penalty: 4345.495605
	Iteration 1F: 3 clusters Score -909559.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -910303.187500 Penalty: 4345.495605
	Iteration 2F: 3 clusters Score -910303.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -910964.625000 Penalty: 4345.495605
	Iteration 3F: 3 clusters Score -910964.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -911434.750000 Penalty: 4345.495605
	Iteration 4F: 3 clusters Score -911434.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -911689.562500 Penalty: 4345.495605
	Iteration 5F: 3 clusters Score -911689.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -911822.437500 Penalty: 4345.495605
	Iteration 6Q: 3 clusters Score -911822.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -911903.187500 Penalty: 4345.495605
	Iteration 7Q: 3 clusters Score -911903.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -911954.062500 Penalty: 4345.495605
	Iteration 8Q: 3 clusters Score -911954.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -911986.812500 Penalty: 4345.495605
	Iteration 9Q: 3 clusters Score -911986.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -912006.375000 Penalty: 4345.495605
	Iteration 10Q: 3 clusters Score -912006.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -912018.437500 Penalty: 4345.495605
	Iteration 11Q: 3 clusters Score -912018.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -912024.937500 Penalty: 4345.495605
	Iteration 12Q: 3 clusters Score -912024.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -912033.687500 Penalty: 4345.495605
	Iteration 13Q: 3 clusters Score -912033.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -912038.250000 Penalty: 4345.495605
	Iteration 14Q: 3 clusters Score -912038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -912043.062500 Penalty: 4345.495605
	Iteration 15Q: 3 clusters Score -912043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -912043.312500 Penalty: 4345.495605
	Iteration 16Q: 3 clusters Score -912043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -912043.250000 Penalty: 4345.495605
	Iteration 17Q: 3 clusters Score -912043.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -912044.937500 Penalty: 4345.495605
	Iteration 18Q: 3 clusters Score -912044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -912043.562500 Penalty: 4345.495605
	Iteration 19Q: 3 clusters Score -912043.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -912044.937500 Penalty: 4345.495605
	Iteration 20F: 3 clusters Score -912044.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Entering Unmasked Estep 
Score: -4824501.000000 Penalty: 2575.882568
	Iteration 0F: 2 clusters Score -4824501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -4802386.000000 Penalty: 5151.765137
	Iteration 0F: 3 clusters Score -4802386 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -4810266.000000 Penalty: 5151.765137
	Iteration 1F: 3 clusters Score -4810266 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4810734.000000 Penalty: 5151.765137
	Iteration 2Q: 3 clusters Score -4810734 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4811136.500000 Penalty: 5151.765137
	Iteration 3Q: 3 clusters Score -4811136 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4811487.000000 Penalty: 5151.765137
	Iteration 4Q: 3 clusters Score -4811487 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4811834.000000 Penalty: 5151.765137
	Iteration 5Q: 3 clusters Score -4811834 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4812173.500000 Penalty: 5151.765137
	Iteration 6Q: 3 clusters Score -4812174 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4812578.000000 Penalty: 5151.765137
	Iteration 7Q: 3 clusters Score -4812578 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4813034.000000 Penalty: 5151.765137
	Iteration 8Q: 3 clusters Score -4813034 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -4813582.500000 Penalty: 5151.765137
	Iteration 9Q: 3 clusters Score -4813582 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4814291.500000 Penalty: 5151.765137
	Iteration 10Q: 3 clusters Score -4814292 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4815222.000000 Penalty: 5151.765137
	Iteration 11Q: 3 clusters Score -4815222 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4816367.500000 Penalty: 5151.765137
	Iteration 12Q: 3 clusters Score -4816368 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4817516.500000 Penalty: 5151.765137
	Iteration 13Q: 3 clusters Score -4817516 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4818484.500000 Penalty: 5151.765137
	Iteration 14Q: 3 clusters Score -4818484 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4819352.500000 Penalty: 5151.765137
	Iteration 15Q: 3 clusters Score -4819352 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4819980.500000 Penalty: 5151.765137
	Iteration 16Q: 3 clusters Score -4819980 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4820529.500000 Penalty: 5151.765137
	Iteration 17Q: 3 clusters Score -4820530 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4820961.500000 Penalty: 5151.765137
	Iteration 18Q: 3 clusters Score -4820962 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4821310.500000 Penalty: 5151.765137
	Iteration 19Q: 3 clusters Score -4821310 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4821533.000000 Penalty: 5151.765137
	Iteration 20F: 3 clusters Score -4821533 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4821686.000000 Penalty: 5151.765137
	Iteration 21Q: 3 clusters Score -4821686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4821817.000000 Penalty: 5151.765137
	Iteration 22Q: 3 clusters Score -4821817 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4821931.000000 Penalty: 5151.765137
	Iteration 23Q: 3 clusters Score -4821931 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4822030.000000 Penalty: 5151.765137
	Iteration 24Q: 3 clusters Score -4822030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4822090.000000 Penalty: 5151.765137
	Iteration 25Q: 3 clusters Score -4822090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4822129.000000 Penalty: 5151.765137
	Iteration 26Q: 3 clusters Score -4822129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4822151.000000 Penalty: 5151.765137
	Iteration 27Q: 3 clusters Score -4822151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4822169.000000 Penalty: 5151.765137
	Iteration 28Q: 3 clusters Score -4822169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4822203.500000 Penalty: 5151.765137
	Iteration 29Q: 3 clusters Score -4822204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4822216.500000 Penalty: 5151.765137
	Iteration 30Q: 3 clusters Score -4822216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4822230.500000 Penalty: 5151.765137
	Iteration 31Q: 3 clusters Score -4822230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4822233.000000 Penalty: 5151.765137
	Iteration 32Q: 3 clusters Score -4822233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4822240.000000 Penalty: 5151.765137
	Iteration 33Q: 3 clusters Score -4822240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4822248.000000 Penalty: 5151.765137
	Iteration 34Q: 3 clusters Score -4822248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4822253.000000 Penalty: 5151.765137
	Iteration 35Q: 3 clusters Score -4822253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4822249.500000 Penalty: 5151.765137
	Iteration 36Q: 3 clusters Score -4822250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4822250.500000 Penalty: 5151.765137
	Iteration 37Q: 3 clusters Score -4822250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4822250.000000 Penalty: 5151.765137
	Iteration 38Q: 3 clusters Score -4822250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4822253.500000 Penalty: 5151.765137
	Iteration 39Q: 3 clusters Score -4822254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4822253.500000 Penalty: 5151.765137
	Iteration 40F: 3 clusters Score -4822254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Entering Unmasked Estep 
Score: -1568629.375000 Penalty: 2302.722168
	Iteration 0F: 2 clusters Score -1568629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1560459.625000 Penalty: 4605.444336
	Iteration 0F: 3 clusters Score -1560460 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1563159.250000 Penalty: 4605.444336
	Iteration 1F: 3 clusters Score -1563159 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1563913.000000 Penalty: 4605.444336
	Iteration 2F: 3 clusters Score -1563913 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1564734.125000 Penalty: 4605.444336
	Iteration 3F: 3 clusters Score -1564734 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1565591.250000 Penalty: 4605.444336
	Iteration 4F: 3 clusters Score -1565591 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1566176.875000 Penalty: 4605.444336
	Iteration 5F: 3 clusters Score -1566177 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1566488.000000 Penalty: 4605.444336
	Iteration 6F: 3 clusters Score -1566488 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1566655.625000 Penalty: 4605.444336
	Iteration 7Q: 3 clusters Score -1566656 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1566754.250000 Penalty: 4605.444336
	Iteration 8Q: 3 clusters Score -1566754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1566803.000000 Penalty: 4605.444336
	Iteration 9Q: 3 clusters Score -1566803 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1566831.625000 Penalty: 4605.444336
	Iteration 10Q: 3 clusters Score -1566832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1566849.125000 Penalty: 4605.444336
	Iteration 11Q: 3 clusters Score -1566849 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1566861.750000 Penalty: 4605.444336
	Iteration 12Q: 3 clusters Score -1566862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1566864.500000 Penalty: 4605.444336
	Iteration 13Q: 3 clusters Score -1566864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1566870.750000 Penalty: 4605.444336
	Iteration 14Q: 3 clusters Score -1566871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1566873.125000 Penalty: 4605.444336
	Iteration 15Q: 3 clusters Score -1566873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1566876.750000 Penalty: 4605.444336
	Iteration 16Q: 3 clusters Score -1566877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1566877.500000 Penalty: 4605.444336
	Iteration 17Q: 3 clusters Score -1566878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1566876.625000 Penalty: 4605.444336
	Iteration 18Q: 3 clusters Score -1566877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1566877.125000 Penalty: 4605.444336
	Iteration 19Q: 3 clusters Score -1566877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1566877.375000 Penalty: 4605.444336
	Iteration 20F: 3 clusters Score -1566877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1566874.000000 Penalty: 4605.444336
	Iteration 21Q: 3 clusters Score -1566874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1566875.375000 Penalty: 4605.444336
	Iteration 22Q: 3 clusters Score -1566875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1566876.000000 Penalty: 4605.444336
	Iteration 23Q: 3 clusters Score -1566876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1566876.000000 Penalty: 4605.444336
	Iteration 24F: 3 clusters Score -1566876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Entering Unmasked Estep 
Score: -4348358.000000 Penalty: 2549.287842
	Iteration 0F: 2 clusters Score -4348358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4328252.000000 Penalty: 5098.575684
	Iteration 0F: 3 clusters Score -4328252 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4335503.500000 Penalty: 5098.575684
	Iteration 1F: 3 clusters Score -4335504 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4336147.500000 Penalty: 5098.575684
	Iteration 2F: 3 clusters Score -4336148 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4336903.000000 Penalty: 5098.575684
	Iteration 3F: 3 clusters Score -4336903 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -4337872.000000 Penalty: 5098.575684
	Iteration 4F: 3 clusters Score -4337872 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -4339091.000000 Penalty: 5098.575684
	Iteration 5F: 3 clusters Score -4339091 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4340453.500000 Penalty: 5098.575684
	Iteration 6F: 3 clusters Score -4340454 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4341872.000000 Penalty: 5098.575684
	Iteration 7F: 3 clusters Score -4341872 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -4343154.500000 Penalty: 5098.575684
	Iteration 8F: 3 clusters Score -4343154 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4344190.000000 Penalty: 5098.575684
	Iteration 9Q: 3 clusters Score -4344190 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4344973.500000 Penalty: 5098.575684
	Iteration 10Q: 3 clusters Score -4344974 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4345482.500000 Penalty: 5098.575684
	Iteration 11Q: 3 clusters Score -4345482 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4345770.000000 Penalty: 5098.575684
	Iteration 12Q: 3 clusters Score -4345770 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4345933.000000 Penalty: 5098.575684
	Iteration 13Q: 3 clusters Score -4345933 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4346019.500000 Penalty: 5098.575684
	Iteration 14Q: 3 clusters Score -4346020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4346070.500000 Penalty: 5098.575684
	Iteration 15Q: 3 clusters Score -4346070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4346100.000000 Penalty: 5098.575684
	Iteration 16Q: 3 clusters Score -4346100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4346109.000000 Penalty: 5098.575684
	Iteration 17Q: 3 clusters Score -4346109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4346117.000000 Penalty: 5098.575684
	Iteration 18Q: 3 clusters Score -4346117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4346124.500000 Penalty: 5098.575684
	Iteration 19Q: 3 clusters Score -4346124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4346133.000000 Penalty: 5098.575684
	Iteration 20F: 3 clusters Score -4346133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4346136.500000 Penalty: 5098.575684
	Iteration 21Q: 3 clusters Score -4346136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4346142.000000 Penalty: 5098.575684
	Iteration 22Q: 3 clusters Score -4346142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4346151.500000 Penalty: 5098.575684
	Iteration 23Q: 3 clusters Score -4346152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4346153.000000 Penalty: 5098.575684
	Iteration 24Q: 3 clusters Score -4346153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4346153.000000 Penalty: 5098.575684
	Iteration 25F: 3 clusters Score -4346153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -1121980.500000 Penalty: 2215.843018
	Iteration 0F: 2 clusters Score -1121980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1115859.375000 Penalty: 4431.686035
	Iteration 0F: 3 clusters Score -1115859 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1117521.000000 Penalty: 4431.686035
	Iteration 1F: 3 clusters Score -1117521 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1117836.250000 Penalty: 4431.686035
	Iteration 2F: 3 clusters Score -1117836 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1118056.125000 Penalty: 4431.686035
	Iteration 3F: 3 clusters Score -1118056 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1118235.875000 Penalty: 4431.686035
	Iteration 4Q: 3 clusters Score -1118236 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1118394.500000 Penalty: 4431.686035
	Iteration 5Q: 3 clusters Score -1118394 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1118539.625000 Penalty: 4431.686035
	Iteration 6Q: 3 clusters Score -1118540 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1118698.375000 Penalty: 4431.686035
	Iteration 7Q: 3 clusters Score -1118698 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1118834.625000 Penalty: 4431.686035
	Iteration 8Q: 3 clusters Score -1118835 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1118957.875000 Penalty: 4431.686035
	Iteration 9Q: 3 clusters Score -1118958 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1119072.000000 Penalty: 4431.686035
	Iteration 10Q: 3 clusters Score -1119072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1119189.125000 Penalty: 4431.686035
	Iteration 11Q: 3 clusters Score -1119189 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1119312.375000 Penalty: 4431.686035
	Iteration 12Q: 3 clusters Score -1119312 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1119421.875000 Penalty: 4431.686035
	Iteration 13Q: 3 clusters Score -1119422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1119520.250000 Penalty: 4431.686035
	Iteration 14Q: 3 clusters Score -1119520 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1119615.500000 Penalty: 4431.686035
	Iteration 15Q: 3 clusters Score -1119616 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1119736.750000 Penalty: 4431.686035
	Iteration 16Q: 3 clusters Score -1119737 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1119840.125000 Penalty: 4431.686035
	Iteration 17Q: 3 clusters Score -1119840 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1119918.875000 Penalty: 4431.686035
	Iteration 18Q: 3 clusters Score -1119919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1119967.875000 Penalty: 4431.686035
	Iteration 19Q: 3 clusters Score -1119968 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1120003.500000 Penalty: 4431.686035
	Iteration 20F: 3 clusters Score -1120004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1120030.125000 Penalty: 4431.686035
	Iteration 21Q: 3 clusters Score -1120030 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1120053.375000 Penalty: 4431.686035
	Iteration 22Q: 3 clusters Score -1120053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1120074.500000 Penalty: 4431.686035
	Iteration 23Q: 3 clusters Score -1120074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1120091.125000 Penalty: 4431.686035
	Iteration 24Q: 3 clusters Score -1120091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1120099.125000 Penalty: 4431.686035
	Iteration 25Q: 3 clusters Score -1120099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1120105.875000 Penalty: 4431.686035
	Iteration 26Q: 3 clusters Score -1120106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1120108.250000 Penalty: 4431.686035
	Iteration 27Q: 3 clusters Score -1120108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1120111.125000 Penalty: 4431.686035
	Iteration 28Q: 3 clusters Score -1120111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1120112.250000 Penalty: 4431.686035
	Iteration 29Q: 3 clusters Score -1120112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1120116.125000 Penalty: 4431.686035
	Iteration 30Q: 3 clusters Score -1120116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1120114.125000 Penalty: 4431.686035
	Iteration 31Q: 3 clusters Score -1120114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1120113.750000 Penalty: 4431.686035
	Iteration 32Q: 3 clusters Score -1120114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1120113.500000 Penalty: 4431.686035
	Iteration 33Q: 3 clusters Score -1120114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1120113.500000 Penalty: 4431.686035
	Iteration 34F: 3 clusters Score -1120114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56918.261719 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56918.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57109.863281 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57109.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -57159.937500 Penalty: 3006.482422
	Iteration 2Q: 3 clusters Score -57159.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -57182.488281 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -57182.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57192.796875 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -57213.824219 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57213.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -57252.101562 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57263.246094 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -57263.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57290.277344 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -57290.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57313.832031 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -57313.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57329.937500 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -57329.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57349.101562 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -57349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57356.312500 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -57356.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57366.058594 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -57366.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57370.738281 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -57370.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57370.738281 Penalty: 3006.482422
	Iteration 15F: 3 clusters Score -57370.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Entering Unmasked Estep 
Score: -2575952.500000 Penalty: 2419.524658
	Iteration 0F: 2 clusters Score -2575952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2563576.250000 Penalty: 4839.049316
	Iteration 0F: 3 clusters Score -2563576 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2567731.000000 Penalty: 4839.049316
	Iteration 1F: 3 clusters Score -2567731 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2568142.250000 Penalty: 4839.049316
	Iteration 2F: 3 clusters Score -2568142 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -2568536.500000 Penalty: 4839.049316
	Iteration 3F: 3 clusters Score -2568536 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2568930.750000 Penalty: 4839.049316
	Iteration 4Q: 3 clusters Score -2568931 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2569275.000000 Penalty: 4839.049316
	Iteration 5Q: 3 clusters Score -2569275 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2569631.750000 Penalty: 4839.049316
	Iteration 6Q: 3 clusters Score -2569632 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2570023.250000 Penalty: 4839.049316
	Iteration 7Q: 3 clusters Score -2570023 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2570400.250000 Penalty: 4839.049316
	Iteration 8Q: 3 clusters Score -2570400 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2570766.500000 Penalty: 4839.049316
	Iteration 9Q: 3 clusters Score -2570766 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2571064.000000 Penalty: 4839.049316
	Iteration 10Q: 3 clusters Score -2571064 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2571321.500000 Penalty: 4839.049316
	Iteration 11Q: 3 clusters Score -2571322 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2571542.250000 Penalty: 4839.049316
	Iteration 12Q: 3 clusters Score -2571542 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2571732.250000 Penalty: 4839.049316
	Iteration 13Q: 3 clusters Score -2571732 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2571940.750000 Penalty: 4839.049316
	Iteration 14Q: 3 clusters Score -2571941 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2572155.000000 Penalty: 4839.049316
	Iteration 15Q: 3 clusters Score -2572155 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2572404.000000 Penalty: 4839.049316
	Iteration 16Q: 3 clusters Score -2572404 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2572657.750000 Penalty: 4839.049316
	Iteration 17Q: 3 clusters Score -2572658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2572902.250000 Penalty: 4839.049316
	Iteration 18Q: 3 clusters Score -2572902 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2573128.250000 Penalty: 4839.049316
	Iteration 19Q: 3 clusters Score -2573128 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2573334.000000 Penalty: 4839.049316
	Iteration 20F: 3 clusters Score -2573334 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2573536.250000 Penalty: 4839.049316
	Iteration 21Q: 3 clusters Score -2573536 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2573705.750000 Penalty: 4839.049316
	Iteration 22Q: 3 clusters Score -2573706 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2573838.750000 Penalty: 4839.049316
	Iteration 23Q: 3 clusters Score -2573839 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2573933.750000 Penalty: 4839.049316
	Iteration 24Q: 3 clusters Score -2573934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2574010.250000 Penalty: 4839.049316
	Iteration 25Q: 3 clusters Score -2574010 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2574076.750000 Penalty: 4839.049316
	Iteration 26Q: 3 clusters Score -2574077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2574150.750000 Penalty: 4839.049316
	Iteration 27Q: 3 clusters Score -2574151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2574220.750000 Penalty: 4839.049316
	Iteration 28Q: 3 clusters Score -2574221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2574306.000000 Penalty: 4839.049316
	Iteration 29Q: 3 clusters Score -2574306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2574354.500000 Penalty: 4839.049316
	Iteration 30Q: 3 clusters Score -2574354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2574368.750000 Penalty: 4839.049316
	Iteration 31Q: 3 clusters Score -2574369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2574375.000000 Penalty: 4839.049316
	Iteration 32Q: 3 clusters Score -2574375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -2574377.750000 Penalty: 4839.049316
	Iteration 33Q: 3 clusters Score -2574378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2574378.500000 Penalty: 4839.049316
	Iteration 34Q: 3 clusters Score -2574378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2574379.250000 Penalty: 4839.049316
	Iteration 35Q: 3 clusters Score -2574379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2574382.250000 Penalty: 4839.049316
	Iteration 36Q: 3 clusters Score -2574382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2574381.000000 Penalty: 4839.049316
	Iteration 37Q: 3 clusters Score -2574381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2574382.750000 Penalty: 4839.049316
	Iteration 38Q: 3 clusters Score -2574383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2574385.500000 Penalty: 4839.049316
	Iteration 39Q: 3 clusters Score -2574386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2574387.000000 Penalty: 4839.049316
	Iteration 40F: 3 clusters Score -2574387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2574384.750000 Penalty: 4839.049316
	Iteration 41Q: 3 clusters Score -2574385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2574383.000000 Penalty: 4839.049316
	Iteration 42Q: 3 clusters Score -2574383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2574383.000000 Penalty: 4839.049316
	Iteration 43F: 3 clusters Score -2574383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -234002.718750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -234002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231604.375000 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -231604.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -231996.500000 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -231996.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -232109.437500 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -232109.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -232167.828125 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -232167.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -232196.031250 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -232196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -232222.937500 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -232222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232240.296875 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -232240.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232256.984375 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -232257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -232268.062500 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -232268.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232279.937500 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -232279.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -232300.578125 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -232300.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -232326.250000 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -232326.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -232350.093750 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -232350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -232362.828125 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -232362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -232379.796875 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -232379.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232391.031250 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -232391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -232409.734375 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -232409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -232421.593750 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -232421.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -232432.484375 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -232432.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -232447.437500 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -232447.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -232467.062500 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -232467.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -232485.281250 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -232485.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232500.312500 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -232500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -232509.859375 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -232509.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -232515.062500 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -232515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -232523.187500 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -232523.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -232530.343750 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -232530.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -232536.640625 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -232536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -232543.656250 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -232543.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -232551.718750 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -232551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -232564.859375 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -232564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -232578.984375 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -232579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -232588.281250 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -232588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -232596.734375 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -232596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -232603.953125 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -232604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -232612.546875 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -232612.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -232625.562500 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -232625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -232639.203125 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -232639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -232650.281250 Penalty: 3670.404785
	Iteration 38Q: 3 clusters Score -232650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -232660.687500 Penalty: 3670.404785
	Iteration 39Q: 3 clusters Score -232660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -232671.750000 Penalty: 3670.404785
	Iteration 40F: 3 clusters Score -232671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -232677.109375 Penalty: 3670.404785
	Iteration 41Q: 3 clusters Score -232677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -232680.578125 Penalty: 3670.404785
	Iteration 42Q: 3 clusters Score -232680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -232680.796875 Penalty: 3670.404785
	Iteration 43Q: 3 clusters Score -232680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -232682.250000 Penalty: 3670.404785
	Iteration 44Q: 3 clusters Score -232682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232684.046875 Penalty: 3670.404785
	Iteration 45Q: 3 clusters Score -232684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232685.125000 Penalty: 3670.404785
	Iteration 46Q: 3 clusters Score -232685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -232685.562500 Penalty: 3670.404785
	Iteration 47Q: 3 clusters Score -232685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -232691.812500 Penalty: 3670.404785
	Iteration 48Q: 3 clusters Score -232691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -232694.187500 Penalty: 3670.404785
	Iteration 49Q: 3 clusters Score -232694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -232698.531250 Penalty: 3670.404785
	Iteration 50Q: 3 clusters Score -232698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -232700.515625 Penalty: 3670.404785
	Iteration 51Q: 3 clusters Score -232700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -232703.687500 Penalty: 3670.404785
	Iteration 52Q: 3 clusters Score -232703.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -232706.109375 Penalty: 3670.404785
	Iteration 53Q: 3 clusters Score -232706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -232710.062500 Penalty: 3670.404785
	Iteration 54Q: 3 clusters Score -232710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -232713.625000 Penalty: 3670.404785
	Iteration 55Q: 3 clusters Score -232713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232718.484375 Penalty: 3670.404785
	Iteration 56Q: 3 clusters Score -232718.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -232726.640625 Penalty: 3670.404785
	Iteration 57Q: 3 clusters Score -232726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -232728.937500 Penalty: 3670.404785
	Iteration 58Q: 3 clusters Score -232728.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232729.515625 Penalty: 3670.404785
	Iteration 59Q: 3 clusters Score -232729.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -232729.515625 Penalty: 3670.404785
	Iteration 60F: 3 clusters Score -232729.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Entering Unmasked Estep 
Score: -1663241.625000 Penalty: 2312.535400
	Iteration 0F: 2 clusters Score -1663242 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 5641 members 
Entering Unmasked Estep 
Score: -1654815.250000 Penalty: 4625.070801
	Iteration 0F: 3 clusters Score -1654815 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1657289.625000 Penalty: 4625.070801
	Iteration 1F: 3 clusters Score -1657290 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1657609.750000 Penalty: 4625.070801
	Iteration 2F: 3 clusters Score -1657610 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1657946.875000 Penalty: 4625.070801
	Iteration 3F: 3 clusters Score -1657947 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1658395.375000 Penalty: 4625.070801
	Iteration 4F: 3 clusters Score -1658395 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1659005.875000 Penalty: 4625.070801
	Iteration 5F: 3 clusters Score -1659006 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1659797.125000 Penalty: 4625.070801
	Iteration 6F: 3 clusters Score -1659797 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1660472.875000 Penalty: 4625.070801
	Iteration 7F: 3 clusters Score -1660473 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1660922.750000 Penalty: 4625.070801
	Iteration 8F: 3 clusters Score -1660923 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1661228.000000 Penalty: 4625.070801
	Iteration 9Q: 3 clusters Score -1661228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1661449.750000 Penalty: 4625.070801
	Iteration 10Q: 3 clusters Score -1661450 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1661612.750000 Penalty: 4625.070801
	Iteration 11Q: 3 clusters Score -1661613 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1661721.125000 Penalty: 4625.070801
	Iteration 12Q: 3 clusters Score -1661721 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1661798.375000 Penalty: 4625.070801
	Iteration 13Q: 3 clusters Score -1661798 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1661860.250000 Penalty: 4625.070801
	Iteration 14Q: 3 clusters Score -1661860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1661908.125000 Penalty: 4625.070801
	Iteration 15Q: 3 clusters Score -1661908 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1661946.250000 Penalty: 4625.070801
	Iteration 16Q: 3 clusters Score -1661946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1661998.875000 Penalty: 4625.070801
	Iteration 17Q: 3 clusters Score -1661999 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1662060.125000 Penalty: 4625.070801
	Iteration 18Q: 3 clusters Score -1662060 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1662137.500000 Penalty: 4625.070801
	Iteration 19Q: 3 clusters Score -1662138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1662234.375000 Penalty: 4625.070801
	Iteration 20F: 3 clusters Score -1662234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1662340.750000 Penalty: 4625.070801
	Iteration 21Q: 3 clusters Score -1662341 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1662439.500000 Penalty: 4625.070801
	Iteration 22Q: 3 clusters Score -1662440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1662506.125000 Penalty: 4625.070801
	Iteration 23Q: 3 clusters Score -1662506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1662561.375000 Penalty: 4625.070801
	Iteration 24Q: 3 clusters Score -1662561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1662610.875000 Penalty: 4625.070801
	Iteration 25Q: 3 clusters Score -1662611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1662650.250000 Penalty: 4625.070801
	Iteration 26Q: 3 clusters Score -1662650 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1662673.750000 Penalty: 4625.070801
	Iteration 27Q: 3 clusters Score -1662674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1662699.875000 Penalty: 4625.070801
	Iteration 28Q: 3 clusters Score -1662700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1662716.000000 Penalty: 4625.070801
	Iteration 29Q: 3 clusters Score -1662716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1662730.375000 Penalty: 4625.070801
	Iteration 30Q: 3 clusters Score -1662730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1662734.750000 Penalty: 4625.070801
	Iteration 31Q: 3 clusters Score -1662735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1662735.000000 Penalty: 4625.070801
	Iteration 32Q: 3 clusters Score -1662735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1662736.750000 Penalty: 4625.070801
	Iteration 33Q: 3 clusters Score -1662737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1662734.875000 Penalty: 4625.070801
	Iteration 34Q: 3 clusters Score -1662735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1662734.875000 Penalty: 4625.070801
	Iteration 35F: 3 clusters Score -1662735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -451625.593750 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -451625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -448352.312500 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -448352.3 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -449050.093750 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -449050.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -449199.937500 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -449199.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -449267.781250 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -449267.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -449314.875000 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -449314.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -449344.843750 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -449344.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -449365.875000 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -449365.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -449390.906250 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -449390.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -449414.343750 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -449414.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -449433.093750 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -449433.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -449449.156250 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -449449.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -449463.125000 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -449463.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -449478.531250 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -449478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -449491.687500 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -449491.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -449511.750000 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -449511.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -449526.718750 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -449526.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -449544.531250 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -449544.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -449557.937500 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -449557.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -449569.093750 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -449569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -449575.812500 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -449575.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -449583.250000 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -449583.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -449589.093750 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -449589.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -449600.937500 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -449600.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -449609.406250 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -449609.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -449614.000000 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -449614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -449623.375000 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -449623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -449634.406250 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -449634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -449642.750000 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -449642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -449652.125000 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -449652.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -449661.687500 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -449661.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -449667.093750 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -449667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449669.718750 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -449669.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -449673.468750 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -449673.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -449676.812500 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -449676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -449679.125000 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -449679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -449680.625000 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -449680.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -449681.562500 Penalty: 3974.618164
	Iteration 36Q: 3 clusters Score -449681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -449683.437500 Penalty: 3974.618164
	Iteration 37Q: 3 clusters Score -449683.4 nChanged 5
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: -449684.781250 Penalty: 3974.618164
	Iteration 38Q: 3 clusters Score -449684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -449686.593750 Penalty: 3974.618164
	Iteration 39Q: 3 clusters Score -449686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -449689.062500 Penalty: 3974.618164
	Iteration 40F: 3 clusters Score -449689.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -449690.437500 Penalty: 3974.618164
	Iteration 41Q: 3 clusters Score -449690.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -449691.812500 Penalty: 3974.618164
	Iteration 42Q: 3 clusters Score -449691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -449693.062500 Penalty: 3974.618164
	Iteration 43Q: 3 clusters Score -449693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -449695.125000 Penalty: 3974.618164
	Iteration 44Q: 3 clusters Score -449695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -449697.500000 Penalty: 3974.618164
	Iteration 45Q: 3 clusters Score -449697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -449699.625000 Penalty: 3974.618164
	Iteration 46Q: 3 clusters Score -449699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -449701.125000 Penalty: 3974.618164
	Iteration 47Q: 3 clusters Score -449701.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -449701.218750 Penalty: 3974.618164
	Iteration 48Q: 3 clusters Score -449701.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -449701.218750 Penalty: 3974.618164
	Iteration 49F: 3 clusters Score -449701.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Entering Unmasked Estep 
Score: -1369478.500000 Penalty: 2262.973145
	Iteration 0F: 2 clusters Score -1369478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1362376.500000 Penalty: 4525.946289
	Iteration 0F: 3 clusters Score -1362376 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1364330.875000 Penalty: 4525.946289
	Iteration 1F: 3 clusters Score -1364331 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1364694.125000 Penalty: 4525.946289
	Iteration 2F: 3 clusters Score -1364694 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1364999.250000 Penalty: 4525.946289
	Iteration 3F: 3 clusters Score -1364999 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1365312.500000 Penalty: 4525.946289
	Iteration 4F: 3 clusters Score -1365312 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1365620.125000 Penalty: 4525.946289
	Iteration 5Q: 3 clusters Score -1365620 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1365928.750000 Penalty: 4525.946289
	Iteration 6Q: 3 clusters Score -1365929 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1366225.375000 Penalty: 4525.946289
	Iteration 7Q: 3 clusters Score -1366225 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1366520.500000 Penalty: 4525.946289
	Iteration 8Q: 3 clusters Score -1366520 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1366781.375000 Penalty: 4525.946289
	Iteration 9Q: 3 clusters Score -1366781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1366963.000000 Penalty: 4525.946289
	Iteration 10Q: 3 clusters Score -1366963 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1367103.500000 Penalty: 4525.946289
	Iteration 11Q: 3 clusters Score -1367104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1367232.500000 Penalty: 4525.946289
	Iteration 12Q: 3 clusters Score -1367232 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1367310.750000 Penalty: 4525.946289
	Iteration 13Q: 3 clusters Score -1367311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1367365.500000 Penalty: 4525.946289
	Iteration 14Q: 3 clusters Score -1367366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1367407.500000 Penalty: 4525.946289
	Iteration 15Q: 3 clusters Score -1367408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1367431.000000 Penalty: 4525.946289
	Iteration 16Q: 3 clusters Score -1367431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1367450.875000 Penalty: 4525.946289
	Iteration 17Q: 3 clusters Score -1367451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1367458.000000 Penalty: 4525.946289
	Iteration 18Q: 3 clusters Score -1367458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1367464.500000 Penalty: 4525.946289
	Iteration 19Q: 3 clusters Score -1367464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1367469.250000 Penalty: 4525.946289
	Iteration 20F: 3 clusters Score -1367469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1367473.875000 Penalty: 4525.946289
	Iteration 21Q: 3 clusters Score -1367474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1367471.250000 Penalty: 4525.946289
	Iteration 22Q: 3 clusters Score -1367471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1367471.250000 Penalty: 4525.946289
	Iteration 23F: 3 clusters Score -1367471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -248691.078125 Penalty: 1865.421021
	Iteration 0F: 2 clusters Score -248691.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246243.796875 Penalty: 3730.842041
	Iteration 0F: 3 clusters Score -246243.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -246907.796875 Penalty: 3730.842041
	Iteration 1F: 3 clusters Score -246907.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247237.234375 Penalty: 3730.842041
	Iteration 2F: 3 clusters Score -247237.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -247441.734375 Penalty: 3730.842041
	Iteration 3F: 3 clusters Score -247441.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -247552.375000 Penalty: 3730.842041
	Iteration 4F: 3 clusters Score -247552.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -247643.453125 Penalty: 3730.842041
	Iteration 5Q: 3 clusters Score -247643.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247684.906250 Penalty: 3730.842041
	Iteration 6Q: 3 clusters Score -247684.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -247718.546875 Penalty: 3730.842041
	Iteration 7Q: 3 clusters Score -247718.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -247740.453125 Penalty: 3730.842041
	Iteration 8Q: 3 clusters Score -247740.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -247756.578125 Penalty: 3730.842041
	Iteration 9Q: 3 clusters Score -247756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -247765.812500 Penalty: 3730.842041
	Iteration 10Q: 3 clusters Score -247765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -247774.328125 Penalty: 3730.842041
	Iteration 11Q: 3 clusters Score -247774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -247780.187500 Penalty: 3730.842041
	Iteration 12Q: 3 clusters Score -247780.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -247787.000000 Penalty: 3730.842041
	Iteration 13Q: 3 clusters Score -247787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247792.687500 Penalty: 3730.842041
	Iteration 14Q: 3 clusters Score -247792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247793.765625 Penalty: 3730.842041
	Iteration 15Q: 3 clusters Score -247793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247793.765625 Penalty: 3730.842041
	Iteration 16F: 3 clusters Score -247793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Entering Unmasked Estep 
Score: -2865375.500000 Penalty: 2464.056885
	Iteration 0F: 2 clusters Score -2865376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2850879.500000 Penalty: 4928.113770
	Iteration 0F: 3 clusters Score -2850880 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2856358.500000 Penalty: 4928.113770
	Iteration 1F: 3 clusters Score -2856358 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2857318.500000 Penalty: 4928.113770
	Iteration 2F: 3 clusters Score -2857318 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2858266.750000 Penalty: 4928.113770
	Iteration 3F: 3 clusters Score -2858267 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2859174.000000 Penalty: 4928.113770
	Iteration 4F: 3 clusters Score -2859174 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2859892.500000 Penalty: 4928.113770
	Iteration 5F: 3 clusters Score -2859892 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2860446.500000 Penalty: 4928.113770
	Iteration 6F: 3 clusters Score -2860446 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2860848.500000 Penalty: 4928.113770
	Iteration 7Q: 3 clusters Score -2860848 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2861081.750000 Penalty: 4928.113770
	Iteration 8Q: 3 clusters Score -2861082 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2861276.250000 Penalty: 4928.113770
	Iteration 9Q: 3 clusters Score -2861276 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2861420.000000 Penalty: 4928.113770
	Iteration 10Q: 3 clusters Score -2861420 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2861547.500000 Penalty: 4928.113770
	Iteration 11Q: 3 clusters Score -2861548 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2861650.500000 Penalty: 4928.113770
	Iteration 12Q: 3 clusters Score -2861650 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2861736.000000 Penalty: 4928.113770
	Iteration 13Q: 3 clusters Score -2861736 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2861799.000000 Penalty: 4928.113770
	Iteration 14Q: 3 clusters Score -2861799 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2861850.500000 Penalty: 4928.113770
	Iteration 15Q: 3 clusters Score -2861850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2861881.750000 Penalty: 4928.113770
	Iteration 16Q: 3 clusters Score -2861882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2861909.000000 Penalty: 4928.113770
	Iteration 17Q: 3 clusters Score -2861909 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2861941.500000 Penalty: 4928.113770
	Iteration 18Q: 3 clusters Score -2861942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2861959.500000 Penalty: 4928.113770
	Iteration 19Q: 3 clusters Score -2861960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2861978.250000 Penalty: 4928.113770
	Iteration 20F: 3 clusters Score -2861978 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2861995.250000 Penalty: 4928.113770
	Iteration 21Q: 3 clusters Score -2861995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2862031.500000 Penalty: 4928.113770
	Iteration 22Q: 3 clusters Score -2862032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2862038.000000 Penalty: 4928.113770
	Iteration 23Q: 3 clusters Score -2862038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2862071.000000 Penalty: 4928.113770
	Iteration 24Q: 3 clusters Score -2862071 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2862081.000000 Penalty: 4928.113770
	Iteration 25Q: 3 clusters Score -2862081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2862099.250000 Penalty: 4928.113770
	Iteration 26Q: 3 clusters Score -2862099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2862122.750000 Penalty: 4928.113770
	Iteration 27Q: 3 clusters Score -2862123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2862147.750000 Penalty: 4928.113770
	Iteration 28Q: 3 clusters Score -2862148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2862175.500000 Penalty: 4928.113770
	Iteration 29Q: 3 clusters Score -2862176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2862198.750000 Penalty: 4928.113770
	Iteration 30Q: 3 clusters Score -2862199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2862214.250000 Penalty: 4928.113770
	Iteration 31Q: 3 clusters Score -2862214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2862240.250000 Penalty: 4928.113770
	Iteration 32Q: 3 clusters Score -2862240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2862263.750000 Penalty: 4928.113770
	Iteration 33Q: 3 clusters Score -2862264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2862290.000000 Penalty: 4928.113770
	Iteration 34Q: 3 clusters Score -2862290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2862334.500000 Penalty: 4928.113770
	Iteration 35Q: 3 clusters Score -2862334 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2862368.250000 Penalty: 4928.113770
	Iteration 36Q: 3 clusters Score -2862368 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2862409.500000 Penalty: 4928.113770
	Iteration 37Q: 3 clusters Score -2862410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2862445.750000 Penalty: 4928.113770
	Iteration 38Q: 3 clusters Score -2862446 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2862490.000000 Penalty: 4928.113770
	Iteration 39Q: 3 clusters Score -2862490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2862520.750000 Penalty: 4928.113770
	Iteration 40F: 3 clusters Score -2862521 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2862568.750000 Penalty: 4928.113770
	Iteration 41Q: 3 clusters Score -2862569 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -2862604.000000 Penalty: 4928.113770
	Iteration 42Q: 3 clusters Score -2862604 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2862649.500000 Penalty: 4928.113770
	Iteration 43Q: 3 clusters Score -2862650 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2862691.750000 Penalty: 4928.113770
	Iteration 44Q: 3 clusters Score -2862692 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -2862749.500000 Penalty: 4928.113770
	Iteration 45Q: 3 clusters Score -2862750 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2862816.500000 Penalty: 4928.113770
	Iteration 46Q: 3 clusters Score -2862816 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2862894.000000 Penalty: 4928.113770
	Iteration 47Q: 3 clusters Score -2862894 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2862966.250000 Penalty: 4928.113770
	Iteration 48Q: 3 clusters Score -2862966 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2863058.500000 Penalty: 4928.113770
	Iteration 49Q: 3 clusters Score -2863058 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2863148.750000 Penalty: 4928.113770
	Iteration 50Q: 3 clusters Score -2863149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2863223.250000 Penalty: 4928.113770
	Iteration 51Q: 3 clusters Score -2863223 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2863296.500000 Penalty: 4928.113770
	Iteration 52Q: 3 clusters Score -2863296 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2863376.500000 Penalty: 4928.113770
	Iteration 53Q: 3 clusters Score -2863376 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2863445.250000 Penalty: 4928.113770
	Iteration 54Q: 3 clusters Score -2863445 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2863508.000000 Penalty: 4928.113770
	Iteration 55Q: 3 clusters Score -2863508 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2863558.750000 Penalty: 4928.113770
	Iteration 56Q: 3 clusters Score -2863559 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2863606.750000 Penalty: 4928.113770
	Iteration 57Q: 3 clusters Score -2863607 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2863645.750000 Penalty: 4928.113770
	Iteration 58Q: 3 clusters Score -2863646 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2863692.250000 Penalty: 4928.113770
	Iteration 59Q: 3 clusters Score -2863692 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2863735.000000 Penalty: 4928.113770
	Iteration 60F: 3 clusters Score -2863735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2863756.000000 Penalty: 4928.113770
	Iteration 61Q: 3 clusters Score -2863756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2863777.750000 Penalty: 4928.113770
	Iteration 62Q: 3 clusters Score -2863778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2863801.250000 Penalty: 4928.113770
	Iteration 63Q: 3 clusters Score -2863801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2863823.000000 Penalty: 4928.113770
	Iteration 64Q: 3 clusters Score -2863823 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2863864.500000 Penalty: 4928.113770
	Iteration 65Q: 3 clusters Score -2863864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2863889.000000 Penalty: 4928.113770
	Iteration 66Q: 3 clusters Score -2863889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2863917.000000 Penalty: 4928.113770
	Iteration 67Q: 3 clusters Score -2863917 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2863944.250000 Penalty: 4928.113770
	Iteration 68Q: 3 clusters Score -2863944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2863973.500000 Penalty: 4928.113770
	Iteration 69Q: 3 clusters Score -2863974 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2864042.750000 Penalty: 4928.113770
	Iteration 70Q: 3 clusters Score -2864043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2864113.500000 Penalty: 4928.113770
	Iteration 71Q: 3 clusters Score -2864114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2864217.000000 Penalty: 4928.113770
	Iteration 72Q: 3 clusters Score -2864217 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2864301.000000 Penalty: 4928.113770
	Iteration 73Q: 3 clusters Score -2864301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2864375.000000 Penalty: 4928.113770
	Iteration 74Q: 3 clusters Score -2864375 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2864417.250000 Penalty: 4928.113770
	Iteration 75Q: 3 clusters Score -2864417 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2864433.500000 Penalty: 4928.113770
	Iteration 76Q: 3 clusters Score -2864434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2864441.500000 Penalty: 4928.113770
	Iteration 77Q: 3 clusters Score -2864442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2864448.000000 Penalty: 4928.113770
	Iteration 78Q: 3 clusters Score -2864448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2864463.250000 Penalty: 4928.113770
	Iteration 79Q: 3 clusters Score -2864463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2864464.500000 Penalty: 4928.113770
	Iteration 80F: 3 clusters Score -2864464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2864472.750000 Penalty: 4928.113770
	Iteration 81Q: 3 clusters Score -2864473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2864474.000000 Penalty: 4928.113770
	Iteration 82Q: 3 clusters Score -2864474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2864470.000000 Penalty: 4928.113770
	Iteration 83Q: 3 clusters Score -2864470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2864469.000000 Penalty: 4928.113770
	Iteration 84Q: 3 clusters Score -2864469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2864471.000000 Penalty: 4928.113770
	Iteration 85Q: 3 clusters Score -2864471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2864475.250000 Penalty: 4928.113770
	Iteration 86Q: 3 clusters Score -2864475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2864476.000000 Penalty: 4928.113770
	Iteration 87Q: 3 clusters Score -2864476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -2864476.000000 Penalty: 4928.113770
	Iteration 88F: 3 clusters Score -2864476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -78221.234375 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78221.23 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78643.601562 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78643.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78757.187500 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78757.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78816.109375 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -78816.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -78863.492188 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -78863.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -78888.265625 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -78888.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78921.148438 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -78921.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -78954.921875 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -78954.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79007.171875 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -79007.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79061.867188 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -79061.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79111.828125 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -79111.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79155.500000 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -79155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -79201.421875 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -79201.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79224.382812 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -79224.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79238.382812 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -79238.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79255.484375 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -79255.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79267.625000 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -79267.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79269.539062 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -79269.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79271.335938 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -79271.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79272.796875 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -79272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79274.796875 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -79274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10333 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97757 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12465 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98353 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2946 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80695 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3604 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16363 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29126 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20655 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062168.000000 Penalty: 155103.640625
Iteration 239Q: 47 clusters Score -1.150622e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62224 members 
Mstep: Class 5 contains 1566 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97755 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 12476 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98350 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2945 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80696 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3605 members 
Mstep: Class 27 contains 58655 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16382 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29104 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20656 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062120.000000 Penalty: 155103.640625
Iteration 240F: 47 clusters Score -1.150621e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62225 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 794 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97754 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30208 members 
Mstep: Class 18 contains 12481 members 
Mstep: Class 19 contains 3080 members 
Mstep: Class 20 contains 98345 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80694 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3606 members 
Mstep: Class 27 contains 58657 members 
Mstep: Class 28 contains 241 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16393 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32423 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29086 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20658 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062152.000000 Penalty: 155103.640625
Iteration 241Q: 47 clusters Score -1.150622e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62229 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10336 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 18 contains 12489 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 98339 members 
Mstep: Class 21 contains 23211 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80691 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 58661 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16409 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32422 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29066 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20658 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062120.000000 Penalty: 155103.640625
Iteration 242Q: 47 clusters Score -1.150621e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8935 members 
Mstep: Class 4 contains 62230 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10340 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97752 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 18 contains 12504 members 
Mstep: Class 19 contains 3081 members 
Mstep: Class 20 contains 98337 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80690 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3607 members 
Mstep: Class 27 contains 58662 members 
Mstep: Class 28 contains 239 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16416 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32421 members 
Mstep: Class 35 contains 10778 members 
Mstep: Class 36 contains 29042 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20658 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062184.000000 Penalty: 155103.640625
Iteration 243Q: 47 clusters Score -1.150622e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 62233 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10342 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97751 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30205 members 
Mstep: Class 18 contains 12514 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98334 members 
Mstep: Class 21 contains 23210 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80690 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3608 members 
Mstep: Class 27 contains 58668 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16423 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 29025 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1848 members 
Mstep: Class 45 contains 20658 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062136.000000 Penalty: 155103.640625
Iteration 244Q: 47 clusters Score -1.150621e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8933 members 
Mstep: Class 4 contains 62235 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10345 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6793 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97751 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30209 members 
Mstep: Class 18 contains 12524 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98333 members 
Mstep: Class 21 contains 23208 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80690 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3610 members 
Mstep: Class 27 contains 58669 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16432 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6381 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 29003 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20659 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062096.000000 Penalty: 155103.640625
Iteration 245Q: 47 clusters Score -1.150621e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8931 members 
Mstep: Class 4 contains 62236 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10346 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97748 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30209 members 
Mstep: Class 18 contains 12536 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98331 members 
Mstep: Class 21 contains 23207 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80691 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3609 members 
Mstep: Class 27 contains 58674 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16438 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28984 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11211 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20659 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062128.000000 Penalty: 155103.640625
Iteration 246Q: 47 clusters Score -1.150621e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 62239 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97748 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 18 contains 12551 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98328 members 
Mstep: Class 21 contains 23205 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11965 members 
Mstep: Class 24 contains 80690 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3610 members 
Mstep: Class 27 contains 58677 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16440 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28964 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11212 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1845 members 
Mstep: Class 45 contains 20660 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062080.000000 Penalty: 155103.640625
Iteration 247Q: 47 clusters Score -1.150621e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8929 members 
Mstep: Class 4 contains 62239 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10352 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 97747 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 18 contains 12566 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98327 members 
Mstep: Class 21 contains 23205 members 
Mstep: Class 22 contains 2942 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80691 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3613 members 
Mstep: Class 27 contains 58680 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16439 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32420 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28947 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20660 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062104.000000 Penalty: 155103.640625
Iteration 248Q: 47 clusters Score -1.150621e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 62239 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10358 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97745 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30214 members 
Mstep: Class 18 contains 12582 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98324 members 
Mstep: Class 21 contains 23205 members 
Mstep: Class 22 contains 2941 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80692 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3614 members 
Mstep: Class 27 contains 58682 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16434 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32419 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28929 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1846 members 
Mstep: Class 45 contains 20662 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062192.000000 Penalty: 155103.640625
Iteration 249Q: 47 clusters Score -1.150622e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8927 members 
Mstep: Class 4 contains 62244 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97745 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30214 members 
Mstep: Class 18 contains 12599 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98319 members 
Mstep: Class 21 contains 23205 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80691 members 
Mstep: Class 25 contains 39194 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58683 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16436 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32418 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11213 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1847 members 
Mstep: Class 45 contains 20663 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062184.000000 Penalty: 155103.640625
Iteration 250Q: 47 clusters Score -1.150622e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8924 members 
Mstep: Class 4 contains 62249 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97742 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30208 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98313 members 
Mstep: Class 21 contains 23206 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80693 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58688 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16441 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32418 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28886 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20664 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062280.000000 Penalty: 155103.640625
Iteration 251Q: 47 clusters Score -1.150623e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8922 members 
Mstep: Class 4 contains 62253 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97736 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30210 members 
Mstep: Class 18 contains 12630 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98305 members 
Mstep: Class 21 contains 23205 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80693 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58701 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16442 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32415 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28866 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20664 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062264.000000 Penalty: 155103.640625
Iteration 252Q: 47 clusters Score -1.150623e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62255 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97732 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30213 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98303 members 
Mstep: Class 21 contains 23203 members 
Mstep: Class 22 contains 2940 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80690 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58714 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3016 members 
Mstep: Class 30 contains 16442 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32414 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28849 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20664 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062272.000000 Penalty: 155103.640625
Iteration 253Q: 47 clusters Score -1.150623e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62255 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97730 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30217 members 
Mstep: Class 18 contains 12659 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98304 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80686 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58725 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 16443 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32413 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28828 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11214 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20664 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062168.000000 Penalty: 155103.640625
Iteration 254Q: 47 clusters Score -1.150622e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97726 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12671 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98299 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80683 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58725 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3015 members 
Mstep: Class 30 contains 16449 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32413 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28812 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11215 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20667 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062072.000000 Penalty: 155103.640625
Iteration 255Q: 47 clusters Score -1.150621e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11108 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97719 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30226 members 
Mstep: Class 18 contains 12681 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98298 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80678 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58736 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 16444 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32413 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28798 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20668 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062152.000000 Penalty: 155103.640625
Iteration 256Q: 47 clusters Score -1.150622e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97715 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30227 members 
Mstep: Class 18 contains 12684 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98296 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80675 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58743 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16441 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32411 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28795 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20670 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062072.000000 Penalty: 155103.640625
Iteration 257Q: 47 clusters Score -1.150621e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97712 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30227 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 20 contains 98294 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80674 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58749 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16440 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32410 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28792 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20671 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062048.000000 Penalty: 155103.640625
Iteration 258Q: 47 clusters Score -1.15062e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97711 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98290 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80674 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58754 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16442 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10777 members 
Mstep: Class 36 contains 28796 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9181 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20671 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062096.000000 Penalty: 155103.640625
Iteration 259Q: 47 clusters Score -1.150621e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97710 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12694 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98288 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80673 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58754 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16439 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32410 members 
Mstep: Class 35 contains 10776 members 
Mstep: Class 36 contains 28791 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9182 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20671 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062176.000000 Penalty: 155103.640625
Iteration 260F: 47 clusters Score -1.150622e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97711 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98285 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80671 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58758 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16436 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10775 members 
Mstep: Class 36 contains 28789 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9185 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20669 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062200.000000 Penalty: 155103.640625
Iteration 261Q: 47 clusters Score -1.150622e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62255 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97712 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30217 members 
Mstep: Class 18 contains 12705 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98285 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80670 members 
Mstep: Class 25 contains 39192 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58757 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16437 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10773 members 
Mstep: Class 36 contains 28785 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9191 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20670 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062144.000000 Penalty: 155103.640625
Iteration 262Q: 47 clusters Score -1.150621e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97709 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 12709 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98283 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80670 members 
Mstep: Class 25 contains 39193 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58759 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16438 members 
Mstep: Class 31 contains 374 members 
Mstep: Class 32 contains 7581 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10769 members 
Mstep: Class 36 contains 28784 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9196 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20669 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062128.000000 Penalty: 155103.640625
Iteration 263Q: 47 clusters Score -1.150621e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62256 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97707 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30218 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98280 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80669 members 
Mstep: Class 25 contains 39195 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58762 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16441 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7580 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10765 members 
Mstep: Class 36 contains 28775 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9199 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20672 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062144.000000 Penalty: 155103.640625
Iteration 264Q: 47 clusters Score -1.150621e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6803 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97704 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12729 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98279 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80668 members 
Mstep: Class 25 contains 39196 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58766 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16438 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7579 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10761 members 
Mstep: Class 36 contains 28764 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17258 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9200 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20676 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062136.000000 Penalty: 155103.640625
Iteration 265Q: 47 clusters Score -1.150621e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97701 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12739 members 
Mstep: Class 19 contains 3083 members 
Mstep: Class 20 contains 98276 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39197 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58771 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16438 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7579 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32410 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28754 members 
Mstep: Class 37 contains 7592 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9201 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062096.000000 Penalty: 155103.640625
Iteration 266Q: 47 clusters Score -1.150621e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10370 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97699 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30225 members 
Mstep: Class 18 contains 12745 members 
Mstep: Class 19 contains 3084 members 
Mstep: Class 20 contains 98271 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58773 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16441 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7578 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32410 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28748 members 
Mstep: Class 37 contains 7593 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9201 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062144.000000 Penalty: 155103.640625
Iteration 267Q: 47 clusters Score -1.150621e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97697 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12742 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 98268 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58775 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16445 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7576 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32410 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28750 members 
Mstep: Class 37 contains 7593 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9201 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20682 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062120.000000 Penalty: 155103.640625
Iteration 268Q: 47 clusters Score -1.150621e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6798 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97696 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12744 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98266 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58777 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16448 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7576 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32409 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28749 members 
Mstep: Class 37 contains 7594 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9202 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20682 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062128.000000 Penalty: 155103.640625
Iteration 269Q: 47 clusters Score -1.150621e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97693 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12750 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98269 members 
Mstep: Class 21 contains 23199 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58782 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7576 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32408 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28741 members 
Mstep: Class 37 contains 7596 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062136.000000 Penalty: 155103.640625
Iteration 270Q: 47 clusters Score -1.150621e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12752 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98265 members 
Mstep: Class 21 contains 23198 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39198 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58786 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16449 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7576 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32406 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28742 members 
Mstep: Class 37 contains 7597 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1853 members 
Mstep: Class 45 contains 20684 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062104.000000 Penalty: 155103.640625
Iteration 271Q: 47 clusters Score -1.150621e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6792 members 
Mstep: Class 12 contains 9869 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12753 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98263 members 
Mstep: Class 21 contains 23197 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58788 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16453 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7575 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32402 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28741 members 
Mstep: Class 37 contains 7597 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20686 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062168.000000 Penalty: 155103.640625
Iteration 272Q: 47 clusters Score -1.150622e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11114 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 9870 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30217 members 
Mstep: Class 18 contains 12757 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98262 members 
Mstep: Class 21 contains 23195 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80667 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58790 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16455 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7575 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32399 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28737 members 
Mstep: Class 37 contains 7597 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20687 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062208.000000 Penalty: 155103.640625
Iteration 273Q: 47 clusters Score -1.150622e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10368 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97693 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12763 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98261 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80667 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58793 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16456 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32398 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28731 members 
Mstep: Class 37 contains 7597 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20686 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062152.000000 Penalty: 155103.640625
Iteration 274Q: 47 clusters Score -1.150622e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12768 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98259 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80666 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16455 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32398 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28728 members 
Mstep: Class 37 contains 7598 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20686 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062272.000000 Penalty: 155103.640625
Iteration 275Q: 47 clusters Score -1.150623e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12772 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98259 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80664 members 
Mstep: Class 25 contains 39199 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58801 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3013 members 
Mstep: Class 30 contains 16454 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32398 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28725 members 
Mstep: Class 37 contains 7600 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20683 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062200.000000 Penalty: 155103.640625
Iteration 276Q: 47 clusters Score -1.150622e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98257 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80665 members 
Mstep: Class 25 contains 39200 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58800 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16451 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28722 members 
Mstep: Class 37 contains 7604 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062160.000000 Penalty: 155103.640625
Iteration 277Q: 47 clusters Score -1.150622e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62257 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12780 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98253 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80664 members 
Mstep: Class 25 contains 39201 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58799 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16449 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20679 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062192.000000 Penalty: 155103.640625
Iteration 278Q: 47 clusters Score -1.150622e+08 nChanged 21
Entering ConstructFrom: 
Score: -115062192.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -882194.062500 Penalty: 2183.807373
	Iteration 0F: 2 clusters Score -882194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -876723.812500 Penalty: 4367.614746
	Iteration 0F: 3 clusters Score -876723.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -878869.875000 Penalty: 4367.614746
	Iteration 1F: 3 clusters Score -878869.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -879754.562500 Penalty: 4367.614746
	Iteration 2F: 3 clusters Score -879754.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -880491.750000 Penalty: 4367.614746
	Iteration 3F: 3 clusters Score -880491.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -881037.875000 Penalty: 4367.614746
	Iteration 4F: 3 clusters Score -881037.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -881388.562500 Penalty: 4367.614746
	Iteration 5F: 3 clusters Score -881388.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -881594.000000 Penalty: 4367.614746
	Iteration 6Q: 3 clusters Score -881594 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -881728.125000 Penalty: 4367.614746
	Iteration 7Q: 3 clusters Score -881728.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -881808.625000 Penalty: 4367.614746
	Iteration 8Q: 3 clusters Score -881808.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -881851.750000 Penalty: 4367.614746
	Iteration 9Q: 3 clusters Score -881851.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -881889.625000 Penalty: 4367.614746
	Iteration 10Q: 3 clusters Score -881889.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -881908.437500 Penalty: 4367.614746
	Iteration 11Q: 3 clusters Score -881908.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -881920.312500 Penalty: 4367.614746
	Iteration 12Q: 3 clusters Score -881920.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -881929.812500 Penalty: 4367.614746
	Iteration 13Q: 3 clusters Score -881929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -881934.687500 Penalty: 4367.614746
	Iteration 14Q: 3 clusters Score -881934.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -881938.812500 Penalty: 4367.614746
	Iteration 15Q: 3 clusters Score -881938.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -881941.937500 Penalty: 4367.614746
	Iteration 16Q: 3 clusters Score -881941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -881947.375000 Penalty: 4367.614746
	Iteration 17Q: 3 clusters Score -881947.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -881950.437500 Penalty: 4367.614746
	Iteration 18Q: 3 clusters Score -881950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -881953.187500 Penalty: 4367.614746
	Iteration 19Q: 3 clusters Score -881953.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -881956.062500 Penalty: 4367.614746
	Iteration 20F: 3 clusters Score -881956.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -881956.500000 Penalty: 4367.614746
	Iteration 21Q: 3 clusters Score -881956.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -881957.250000 Penalty: 4367.614746
	Iteration 22Q: 3 clusters Score -881957.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -881959.187500 Penalty: 4367.614746
	Iteration 23Q: 3 clusters Score -881959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -881959.937500 Penalty: 4367.614746
	Iteration 24Q: 3 clusters Score -881959.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -881961.562500 Penalty: 4367.614746
	Iteration 25Q: 3 clusters Score -881961.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -881962.875000 Penalty: 4367.614746
	Iteration 26Q: 3 clusters Score -881962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -881962.687500 Penalty: 4367.614746
	Iteration 27Q: 3 clusters Score -881962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -881964.312500 Penalty: 4367.614746
	Iteration 28Q: 3 clusters Score -881964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -881964.312500 Penalty: 4367.614746
	Iteration 29F: 3 clusters Score -881964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Entering Unmasked Estep 
Score: -2024996.375000 Penalty: 2362.110840
	Iteration 0F: 2 clusters Score -2024996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2014958.125000 Penalty: 4724.221680
	Iteration 0F: 3 clusters Score -2014958 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2018215.250000 Penalty: 4724.221680
	Iteration 1F: 3 clusters Score -2018215 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2018676.875000 Penalty: 4724.221680
	Iteration 2F: 3 clusters Score -2018677 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2019013.375000 Penalty: 4724.221680
	Iteration 3F: 3 clusters Score -2019013 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2019279.125000 Penalty: 4724.221680
	Iteration 4Q: 3 clusters Score -2019279 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2019496.125000 Penalty: 4724.221680
	Iteration 5Q: 3 clusters Score -2019496 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2019711.875000 Penalty: 4724.221680
	Iteration 6Q: 3 clusters Score -2019712 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2019921.125000 Penalty: 4724.221680
	Iteration 7Q: 3 clusters Score -2019921 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2020139.750000 Penalty: 4724.221680
	Iteration 8Q: 3 clusters Score -2020140 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2020346.500000 Penalty: 4724.221680
	Iteration 9Q: 3 clusters Score -2020346 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2020579.000000 Penalty: 4724.221680
	Iteration 10Q: 3 clusters Score -2020579 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2020859.750000 Penalty: 4724.221680
	Iteration 11Q: 3 clusters Score -2020860 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2021201.750000 Penalty: 4724.221680
	Iteration 12Q: 3 clusters Score -2021202 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2021586.625000 Penalty: 4724.221680
	Iteration 13Q: 3 clusters Score -2021587 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2021978.250000 Penalty: 4724.221680
	Iteration 14Q: 3 clusters Score -2021978 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2022309.125000 Penalty: 4724.221680
	Iteration 15Q: 3 clusters Score -2022309 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2022560.000000 Penalty: 4724.221680
	Iteration 16Q: 3 clusters Score -2022560 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2022678.375000 Penalty: 4724.221680
	Iteration 17Q: 3 clusters Score -2022678 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2022755.000000 Penalty: 4724.221680
	Iteration 18Q: 3 clusters Score -2022755 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2022802.500000 Penalty: 4724.221680
	Iteration 19Q: 3 clusters Score -2022802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2022841.875000 Penalty: 4724.221680
	Iteration 20F: 3 clusters Score -2022842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2022879.625000 Penalty: 4724.221680
	Iteration 21Q: 3 clusters Score -2022880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2022909.000000 Penalty: 4724.221680
	Iteration 22Q: 3 clusters Score -2022909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2022934.750000 Penalty: 4724.221680
	Iteration 23Q: 3 clusters Score -2022935 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2022947.250000 Penalty: 4724.221680
	Iteration 24Q: 3 clusters Score -2022947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2022978.875000 Penalty: 4724.221680
	Iteration 25Q: 3 clusters Score -2022979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2022995.500000 Penalty: 4724.221680
	Iteration 26Q: 3 clusters Score -2022996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2023002.625000 Penalty: 4724.221680
	Iteration 27Q: 3 clusters Score -2023003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2023006.625000 Penalty: 4724.221680
	Iteration 28Q: 3 clusters Score -2023007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2023014.250000 Penalty: 4724.221680
	Iteration 29Q: 3 clusters Score -2023014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2023018.125000 Penalty: 4724.221680
	Iteration 30Q: 3 clusters Score -2023018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2023023.875000 Penalty: 4724.221680
	Iteration 31Q: 3 clusters Score -2023024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2023028.125000 Penalty: 4724.221680
	Iteration 32Q: 3 clusters Score -2023028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2023026.500000 Penalty: 4724.221680
	Iteration 33Q: 3 clusters Score -2023026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2023030.625000 Penalty: 4724.221680
	Iteration 34Q: 3 clusters Score -2023031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2023031.875000 Penalty: 4724.221680
	Iteration 35Q: 3 clusters Score -2023032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2023042.625000 Penalty: 4724.221680
	Iteration 36Q: 3 clusters Score -2023043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2023038.875000 Penalty: 4724.221680
	Iteration 37Q: 3 clusters Score -2023039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2023047.875000 Penalty: 4724.221680
	Iteration 38Q: 3 clusters Score -2023048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2023048.000000 Penalty: 4724.221680
	Iteration 39Q: 3 clusters Score -2023048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2023046.500000 Penalty: 4724.221680
	Iteration 40F: 3 clusters Score -2023046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -2023043.750000 Penalty: 4724.221680
	Iteration 41Q: 3 clusters Score -2023044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -2023049.750000 Penalty: 4724.221680
	Iteration 42Q: 3 clusters Score -2023050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2023052.000000 Penalty: 4724.221680
	Iteration 43Q: 3 clusters Score -2023052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2023053.500000 Penalty: 4724.221680
	Iteration 44Q: 3 clusters Score -2023054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2023053.125000 Penalty: 4724.221680
	Iteration 45Q: 3 clusters Score -2023053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2023054.125000 Penalty: 4724.221680
	Iteration 46Q: 3 clusters Score -2023054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2023055.625000 Penalty: 4724.221680
	Iteration 47Q: 3 clusters Score -2023056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2023053.375000 Penalty: 4724.221680
	Iteration 48Q: 3 clusters Score -2023053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2023054.250000 Penalty: 4724.221680
	Iteration 49Q: 3 clusters Score -2023054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2023055.500000 Penalty: 4724.221680
	Iteration 50Q: 3 clusters Score -2023056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2023054.625000 Penalty: 4724.221680
	Iteration 51Q: 3 clusters Score -2023055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2023056.375000 Penalty: 4724.221680
	Iteration 52Q: 3 clusters Score -2023056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2023060.625000 Penalty: 4724.221680
	Iteration 53Q: 3 clusters Score -2023061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2023057.375000 Penalty: 4724.221680
	Iteration 54Q: 3 clusters Score -2023057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2023058.500000 Penalty: 4724.221680
	Iteration 55Q: 3 clusters Score -2023058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2023059.500000 Penalty: 4724.221680
	Iteration 56Q: 3 clusters Score -2023060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2023061.250000 Penalty: 4724.221680
	Iteration 57Q: 3 clusters Score -2023061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2023058.875000 Penalty: 4724.221680
	Iteration 58Q: 3 clusters Score -2023059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2023060.000000 Penalty: 4724.221680
	Iteration 59Q: 3 clusters Score -2023060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2023062.000000 Penalty: 4724.221680
	Iteration 60F: 3 clusters Score -2023062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2023068.125000 Penalty: 4724.221680
	Iteration 61Q: 3 clusters Score -2023068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2023065.250000 Penalty: 4724.221680
	Iteration 62Q: 3 clusters Score -2023065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2023070.250000 Penalty: 4724.221680
	Iteration 63Q: 3 clusters Score -2023070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -2023069.625000 Penalty: 4724.221680
	Iteration 64Q: 3 clusters Score -2023070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2023073.500000 Penalty: 4724.221680
	Iteration 65Q: 3 clusters Score -2023074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2023072.750000 Penalty: 4724.221680
	Iteration 66Q: 3 clusters Score -2023073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2023071.750000 Penalty: 4724.221680
	Iteration 67Q: 3 clusters Score -2023072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2023074.000000 Penalty: 4724.221680
	Iteration 68Q: 3 clusters Score -2023074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2023071.875000 Penalty: 4724.221680
	Iteration 69Q: 3 clusters Score -2023072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2023072.250000 Penalty: 4724.221680
	Iteration 70Q: 3 clusters Score -2023072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2023072.375000 Penalty: 4724.221680
	Iteration 71Q: 3 clusters Score -2023072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2023071.750000 Penalty: 4724.221680
	Iteration 72Q: 3 clusters Score -2023072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2023071.875000 Penalty: 4724.221680
	Iteration 73Q: 3 clusters Score -2023072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2023071.875000 Penalty: 4724.221680
	Iteration 74F: 3 clusters Score -2023072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Entering Unmasked Estep 
Score: -1316051.125000 Penalty: 2255.820801
	Iteration 0F: 2 clusters Score -1316051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1309125.250000 Penalty: 4511.641602
	Iteration 0F: 3 clusters Score -1309125 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1310981.250000 Penalty: 4511.641602
	Iteration 1F: 3 clusters Score -1310981 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1311246.750000 Penalty: 4511.641602
	Iteration 2F: 3 clusters Score -1311247 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1311441.625000 Penalty: 4511.641602
	Iteration 3Q: 3 clusters Score -1311442 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1311619.500000 Penalty: 4511.641602
	Iteration 4Q: 3 clusters Score -1311620 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1311772.000000 Penalty: 4511.641602
	Iteration 5Q: 3 clusters Score -1311772 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1311912.750000 Penalty: 4511.641602
	Iteration 6Q: 3 clusters Score -1311913 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1312083.750000 Penalty: 4511.641602
	Iteration 7Q: 3 clusters Score -1312084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1312248.000000 Penalty: 4511.641602
	Iteration 8Q: 3 clusters Score -1312248 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1312401.000000 Penalty: 4511.641602
	Iteration 9Q: 3 clusters Score -1312401 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1312558.125000 Penalty: 4511.641602
	Iteration 10Q: 3 clusters Score -1312558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1312664.375000 Penalty: 4511.641602
	Iteration 11Q: 3 clusters Score -1312664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1312775.875000 Penalty: 4511.641602
	Iteration 12Q: 3 clusters Score -1312776 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1312900.375000 Penalty: 4511.641602
	Iteration 13Q: 3 clusters Score -1312900 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1312999.125000 Penalty: 4511.641602
	Iteration 14Q: 3 clusters Score -1312999 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1313092.875000 Penalty: 4511.641602
	Iteration 15Q: 3 clusters Score -1313093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1313165.625000 Penalty: 4511.641602
	Iteration 16Q: 3 clusters Score -1313166 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1313235.750000 Penalty: 4511.641602
	Iteration 17Q: 3 clusters Score -1313236 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1313290.000000 Penalty: 4511.641602
	Iteration 18Q: 3 clusters Score -1313290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1313343.250000 Penalty: 4511.641602
	Iteration 19Q: 3 clusters Score -1313343 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1313405.000000 Penalty: 4511.641602
	Iteration 20F: 3 clusters Score -1313405 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1313448.875000 Penalty: 4511.641602
	Iteration 21Q: 3 clusters Score -1313449 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1313493.625000 Penalty: 4511.641602
	Iteration 22Q: 3 clusters Score -1313494 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1313536.250000 Penalty: 4511.641602
	Iteration 23Q: 3 clusters Score -1313536 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1313585.875000 Penalty: 4511.641602
	Iteration 24Q: 3 clusters Score -1313586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1313635.125000 Penalty: 4511.641602
	Iteration 25Q: 3 clusters Score -1313635 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1313677.750000 Penalty: 4511.641602
	Iteration 26Q: 3 clusters Score -1313678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1313719.250000 Penalty: 4511.641602
	Iteration 27Q: 3 clusters Score -1313719 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1313763.625000 Penalty: 4511.641602
	Iteration 28Q: 3 clusters Score -1313764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1313798.250000 Penalty: 4511.641602
	Iteration 29Q: 3 clusters Score -1313798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1313837.875000 Penalty: 4511.641602
	Iteration 30Q: 3 clusters Score -1313838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1313869.000000 Penalty: 4511.641602
	Iteration 31Q: 3 clusters Score -1313869 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1313914.500000 Penalty: 4511.641602
	Iteration 32Q: 3 clusters Score -1313914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1313971.875000 Penalty: 4511.641602
	Iteration 33Q: 3 clusters Score -1313972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1314012.000000 Penalty: 4511.641602
	Iteration 34Q: 3 clusters Score -1314012 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1314040.375000 Penalty: 4511.641602
	Iteration 35Q: 3 clusters Score -1314040 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1314067.750000 Penalty: 4511.641602
	Iteration 36Q: 3 clusters Score -1314068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1314085.625000 Penalty: 4511.641602
	Iteration 37Q: 3 clusters Score -1314086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1314097.500000 Penalty: 4511.641602
	Iteration 38Q: 3 clusters Score -1314098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1314108.000000 Penalty: 4511.641602
	Iteration 39Q: 3 clusters Score -1314108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1314118.750000 Penalty: 4511.641602
	Iteration 40F: 3 clusters Score -1314119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1314127.625000 Penalty: 4511.641602
	Iteration 41Q: 3 clusters Score -1314128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1314132.625000 Penalty: 4511.641602
	Iteration 42Q: 3 clusters Score -1314133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1314144.500000 Penalty: 4511.641602
	Iteration 43Q: 3 clusters Score -1314144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1314147.000000 Penalty: 4511.641602
	Iteration 44Q: 3 clusters Score -1314147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1314151.125000 Penalty: 4511.641602
	Iteration 45Q: 3 clusters Score -1314151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1314156.375000 Penalty: 4511.641602
	Iteration 46Q: 3 clusters Score -1314156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1314160.875000 Penalty: 4511.641602
	Iteration 47Q: 3 clusters Score -1314161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1314161.000000 Penalty: 4511.641602
	Iteration 48Q: 3 clusters Score -1314161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1314168.000000 Penalty: 4511.641602
	Iteration 49Q: 3 clusters Score -1314168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1314176.000000 Penalty: 4511.641602
	Iteration 50Q: 3 clusters Score -1314176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1314180.625000 Penalty: 4511.641602
	Iteration 51Q: 3 clusters Score -1314181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1314184.250000 Penalty: 4511.641602
	Iteration 52Q: 3 clusters Score -1314184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1314187.500000 Penalty: 4511.641602
	Iteration 53Q: 3 clusters Score -1314188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1314190.750000 Penalty: 4511.641602
	Iteration 54Q: 3 clusters Score -1314191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1314201.500000 Penalty: 4511.641602
	Iteration 55Q: 3 clusters Score -1314202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1314210.750000 Penalty: 4511.641602
	Iteration 56Q: 3 clusters Score -1314211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1314218.375000 Penalty: 4511.641602
	Iteration 57Q: 3 clusters Score -1314218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1314230.125000 Penalty: 4511.641602
	Iteration 58Q: 3 clusters Score -1314230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1314234.625000 Penalty: 4511.641602
	Iteration 59Q: 3 clusters Score -1314235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1314239.875000 Penalty: 4511.641602
	Iteration 60F: 3 clusters Score -1314240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1314242.375000 Penalty: 4511.641602
	Iteration 61Q: 3 clusters Score -1314242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1314244.000000 Penalty: 4511.641602
	Iteration 62Q: 3 clusters Score -1314244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1314246.250000 Penalty: 4511.641602
	Iteration 63Q: 3 clusters Score -1314246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1314245.625000 Penalty: 4511.641602
	Iteration 64Q: 3 clusters Score -1314246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1314246.375000 Penalty: 4511.641602
	Iteration 65Q: 3 clusters Score -1314246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1314245.500000 Penalty: 4511.641602
	Iteration 66Q: 3 clusters Score -1314246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1314246.875000 Penalty: 4511.641602
	Iteration 67Q: 3 clusters Score -1314247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1314246.375000 Penalty: 4511.641602
	Iteration 68Q: 3 clusters Score -1314246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1314246.375000 Penalty: 4511.641602
	Iteration 69F: 3 clusters Score -1314246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Entering Unmasked Estep 
Score: -9336023.000000 Penalty: 2737.682617
	Iteration 0F: 2 clusters Score -9336023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -9294198.000000 Penalty: 5475.365234
	Iteration 0F: 3 clusters Score -9294198 nChanged 28999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -9310600.000000 Penalty: 5475.365234
	Iteration 1F: 3 clusters Score -9310600 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -9311661.000000 Penalty: 5475.365234
	Iteration 2Q: 3 clusters Score -9311661 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -9313057.000000 Penalty: 5475.365234
	Iteration 3F: 3 clusters Score -9313057 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -9314736.000000 Penalty: 5475.365234
	Iteration 4F: 3 clusters Score -9314736 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9316725.000000 Penalty: 5475.365234
	Iteration 5F: 3 clusters Score -9316725 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -9318629.000000 Penalty: 5475.365234
	Iteration 6F: 3 clusters Score -9318629 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -9320632.000000 Penalty: 5475.365234
	Iteration 7F: 3 clusters Score -9320632 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9322498.000000 Penalty: 5475.365234
	Iteration 8F: 3 clusters Score -9322498 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9324026.000000 Penalty: 5475.365234
	Iteration 9Q: 3 clusters Score -9324026 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -9325447.000000 Penalty: 5475.365234
	Iteration 10Q: 3 clusters Score -9325447 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -9326666.000000 Penalty: 5475.365234
	Iteration 11Q: 3 clusters Score -9326666 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -9327574.000000 Penalty: 5475.365234
	Iteration 12Q: 3 clusters Score -9327574 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -9328238.000000 Penalty: 5475.365234
	Iteration 13Q: 3 clusters Score -9328238 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -9328726.000000 Penalty: 5475.365234
	Iteration 14Q: 3 clusters Score -9328726 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -9329224.000000 Penalty: 5475.365234
	Iteration 15Q: 3 clusters Score -9329224 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -9329787.000000 Penalty: 5475.365234
	Iteration 16Q: 3 clusters Score -9329787 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -9330194.000000 Penalty: 5475.365234
	Iteration 17Q: 3 clusters Score -9330194 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -9330604.000000 Penalty: 5475.365234
	Iteration 18Q: 3 clusters Score -9330604 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -9331004.000000 Penalty: 5475.365234
	Iteration 19Q: 3 clusters Score -9331004 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -9331392.000000 Penalty: 5475.365234
	Iteration 20F: 3 clusters Score -9331392 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -9331725.000000 Penalty: 5475.365234
	Iteration 21Q: 3 clusters Score -9331725 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -9331982.000000 Penalty: 5475.365234
	Iteration 22Q: 3 clusters Score -9331982 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -9332186.000000 Penalty: 5475.365234
	Iteration 23Q: 3 clusters Score -9332186 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -9332378.000000 Penalty: 5475.365234
	Iteration 24Q: 3 clusters Score -9332378 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -9332509.000000 Penalty: 5475.365234
	Iteration 25Q: 3 clusters Score -9332509 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -9332703.000000 Penalty: 5475.365234
	Iteration 26Q: 3 clusters Score -9332703 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -9332823.000000 Penalty: 5475.365234
	Iteration 27Q: 3 clusters Score -9332823 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -9332977.000000 Penalty: 5475.365234
	Iteration 28Q: 3 clusters Score -9332977 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -9333110.000000 Penalty: 5475.365234
	Iteration 29Q: 3 clusters Score -9333110 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9333261.000000 Penalty: 5475.365234
	Iteration 30Q: 3 clusters Score -9333261 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -9333392.000000 Penalty: 5475.365234
	Iteration 31Q: 3 clusters Score -9333392 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -9333532.000000 Penalty: 5475.365234
	Iteration 32Q: 3 clusters Score -9333532 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -9333638.000000 Penalty: 5475.365234
	Iteration 33Q: 3 clusters Score -9333638 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -9333769.000000 Penalty: 5475.365234
	Iteration 34Q: 3 clusters Score -9333769 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -9333825.000000 Penalty: 5475.365234
	Iteration 35Q: 3 clusters Score -9333825 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -9333887.000000 Penalty: 5475.365234
	Iteration 36Q: 3 clusters Score -9333887 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -9333928.000000 Penalty: 5475.365234
	Iteration 37Q: 3 clusters Score -9333928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -9333982.000000 Penalty: 5475.365234
	Iteration 38Q: 3 clusters Score -9333982 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57364 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -9334057.000000 Penalty: 5475.365234
	Iteration 39Q: 3 clusters Score -9334057 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9334133.000000 Penalty: 5475.365234
	Iteration 40F: 3 clusters Score -9334133 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -9334188.000000 Penalty: 5475.365234
	Iteration 41Q: 3 clusters Score -9334188 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9334280.000000 Penalty: 5475.365234
	Iteration 42Q: 3 clusters Score -9334280 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9334389.000000 Penalty: 5475.365234
	Iteration 43Q: 3 clusters Score -9334389 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9334451.000000 Penalty: 5475.365234
	Iteration 44Q: 3 clusters Score -9334451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -9334481.000000 Penalty: 5475.365234
	Iteration 45Q: 3 clusters Score -9334481 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9334523.000000 Penalty: 5475.365234
	Iteration 46Q: 3 clusters Score -9334523 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9334590.000000 Penalty: 5475.365234
	Iteration 47Q: 3 clusters Score -9334590 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9334624.000000 Penalty: 5475.365234
	Iteration 48Q: 3 clusters Score -9334624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9334630.000000 Penalty: 5475.365234
	Iteration 49Q: 3 clusters Score -9334630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9334637.000000 Penalty: 5475.365234
	Iteration 50Q: 3 clusters Score -9334637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9334660.000000 Penalty: 5475.365234
	Iteration 51Q: 3 clusters Score -9334660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -9334706.000000 Penalty: 5475.365234
	Iteration 52Q: 3 clusters Score -9334706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9334720.000000 Penalty: 5475.365234
	Iteration 53Q: 3 clusters Score -9334720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9334704.000000 Penalty: 5475.365234
	Iteration 54Q: 3 clusters Score -9334704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -9334724.000000 Penalty: 5475.365234
	Iteration 55Q: 3 clusters Score -9334724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9334730.000000 Penalty: 5475.365234
	Iteration 56Q: 3 clusters Score -9334730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9334724.000000 Penalty: 5475.365234
	Iteration 57Q: 3 clusters Score -9334724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9334727.000000 Penalty: 5475.365234
	Iteration 58Q: 3 clusters Score -9334727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9334731.000000 Penalty: 5475.365234
	Iteration 59Q: 3 clusters Score -9334731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9334752.000000 Penalty: 5475.365234
	Iteration 60F: 3 clusters Score -9334752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9334770.000000 Penalty: 5475.365234
	Iteration 61Q: 3 clusters Score -9334770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9334760.000000 Penalty: 5475.365234
	Iteration 62Q: 3 clusters Score -9334760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9334767.000000 Penalty: 5475.365234
	Iteration 63Q: 3 clusters Score -9334767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -9334800.000000 Penalty: 5475.365234
	Iteration 64Q: 3 clusters Score -9334800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9334797.000000 Penalty: 5475.365234
	Iteration 65Q: 3 clusters Score -9334797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9334809.000000 Penalty: 5475.365234
	Iteration 66Q: 3 clusters Score -9334809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9334814.000000 Penalty: 5475.365234
	Iteration 67Q: 3 clusters Score -9334814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -9334814.000000 Penalty: 5475.365234
	Iteration 68Q: 3 clusters Score -9334814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9334802.000000 Penalty: 5475.365234
	Iteration 69Q: 3 clusters Score -9334802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9334810.000000 Penalty: 5475.365234
	Iteration 70Q: 3 clusters Score -9334810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59616 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9334802.000000 Penalty: 5475.365234
	Iteration 71Q: 3 clusters Score -9334802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59622 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9334804.000000 Penalty: 5475.365234
	Iteration 72Q: 3 clusters Score -9334804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59627 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9334808.000000 Penalty: 5475.365234
	Iteration 73Q: 3 clusters Score -9334808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9334810.000000 Penalty: 5475.365234
	Iteration 74Q: 3 clusters Score -9334810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9334819.000000 Penalty: 5475.365234
	Iteration 75Q: 3 clusters Score -9334819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9334816.000000 Penalty: 5475.365234
	Iteration 76Q: 3 clusters Score -9334816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -9334810.000000 Penalty: 5475.365234
	Iteration 77Q: 3 clusters Score -9334810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9334808.000000 Penalty: 5475.365234
	Iteration 78Q: 3 clusters Score -9334808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59667 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9334808.000000 Penalty: 5475.365234
	Iteration 79Q: 3 clusters Score -9334808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9334805.000000 Penalty: 5475.365234
	Iteration 80F: 3 clusters Score -9334805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9334806.000000 Penalty: 5475.365234
	Iteration 81Q: 3 clusters Score -9334806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9334806.000000 Penalty: 5475.365234
	Iteration 82Q: 3 clusters Score -9334806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9334806.000000 Penalty: 5475.365234
	Iteration 83F: 3 clusters Score -9334806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -202955.718750 Penalty: 1823.087158
	Iteration 0F: 2 clusters Score -202955.7 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 756 members 
Entering Unmasked Estep 
Score: -200813.187500 Penalty: 3646.174316
	Iteration 0F: 3 clusters Score -200813.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201610.718750 Penalty: 3646.174316
	Iteration 1F: 3 clusters Score -201610.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -202068.640625 Penalty: 3646.174316
	Iteration 2F: 3 clusters Score -202068.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -202314.453125 Penalty: 3646.174316
	Iteration 3F: 3 clusters Score -202314.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -202440.421875 Penalty: 3646.174316
	Iteration 4Q: 3 clusters Score -202440.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -202624.250000 Penalty: 3646.174316
	Iteration 5Q: 3 clusters Score -202624.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -202722.203125 Penalty: 3646.174316
	Iteration 6Q: 3 clusters Score -202722.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -202784.281250 Penalty: 3646.174316
	Iteration 7Q: 3 clusters Score -202784.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -202840.343750 Penalty: 3646.174316
	Iteration 8Q: 3 clusters Score -202840.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -202889.203125 Penalty: 3646.174316
	Iteration 9Q: 3 clusters Score -202889.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -202913.359375 Penalty: 3646.174316
	Iteration 10Q: 3 clusters Score -202913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -202948.421875 Penalty: 3646.174316
	Iteration 11Q: 3 clusters Score -202948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -202982.000000 Penalty: 3646.174316
	Iteration 12Q: 3 clusters Score -202982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -203006.000000 Penalty: 3646.174316
	Iteration 13Q: 3 clusters Score -203006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -203028.296875 Penalty: 3646.174316
	Iteration 14Q: 3 clusters Score -203028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -203059.250000 Penalty: 3646.174316
	Iteration 15Q: 3 clusters Score -203059.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -203073.828125 Penalty: 3646.174316
	Iteration 16Q: 3 clusters Score -203073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -203078.843750 Penalty: 3646.174316
	Iteration 17Q: 3 clusters Score -203078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -203080.531250 Penalty: 3646.174316
	Iteration 18Q: 3 clusters Score -203080.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -203083.312500 Penalty: 3646.174316
	Iteration 19F: 3 clusters Score -203083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -203092.218750 Penalty: 3646.174316
	Iteration 20F: 3 clusters Score -203092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -203101.078125 Penalty: 3646.174316
	Iteration 21Q: 3 clusters Score -203101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -203107.937500 Penalty: 3646.174316
	Iteration 22Q: 3 clusters Score -203107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -203109.703125 Penalty: 3646.174316
	Iteration 23Q: 3 clusters Score -203109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -203109.703125 Penalty: 3646.174316
	Iteration 24F: 3 clusters Score -203109.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1233 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 325 members 
Entering Unmasked Estep 
Score: -115060952.000000 Penalty: 158475.468750
Splitting cluster 5 changes total score from -115062192.000000 to -115060952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Entering Unmasked Estep 
Score: -1547605.500000 Penalty: 2310.291260
	Iteration 0F: 2 clusters Score -1547606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1539289.625000 Penalty: 4620.582520
	Iteration 0F: 3 clusters Score -1539290 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1541872.250000 Penalty: 4620.582520
	Iteration 1F: 3 clusters Score -1541872 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1542334.250000 Penalty: 4620.582520
	Iteration 2F: 3 clusters Score -1542334 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1542816.875000 Penalty: 4620.582520
	Iteration 3F: 3 clusters Score -1542817 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1543256.000000 Penalty: 4620.582520
	Iteration 4F: 3 clusters Score -1543256 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1543739.750000 Penalty: 4620.582520
	Iteration 5F: 3 clusters Score -1543740 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1544240.250000 Penalty: 4620.582520
	Iteration 6F: 3 clusters Score -1544240 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1544717.875000 Penalty: 4620.582520
	Iteration 7F: 3 clusters Score -1544718 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1545133.250000 Penalty: 4620.582520
	Iteration 8Q: 3 clusters Score -1545133 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1545496.500000 Penalty: 4620.582520
	Iteration 9Q: 3 clusters Score -1545496 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1545736.375000 Penalty: 4620.582520
	Iteration 10Q: 3 clusters Score -1545736 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1545898.125000 Penalty: 4620.582520
	Iteration 11Q: 3 clusters Score -1545898 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1546024.375000 Penalty: 4620.582520
	Iteration 12Q: 3 clusters Score -1546024 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1546105.000000 Penalty: 4620.582520
	Iteration 13Q: 3 clusters Score -1546105 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1546168.500000 Penalty: 4620.582520
	Iteration 14Q: 3 clusters Score -1546168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1546214.750000 Penalty: 4620.582520
	Iteration 15Q: 3 clusters Score -1546215 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1546255.750000 Penalty: 4620.582520
	Iteration 16Q: 3 clusters Score -1546256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1546285.375000 Penalty: 4620.582520
	Iteration 17Q: 3 clusters Score -1546285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1546319.750000 Penalty: 4620.582520
	Iteration 18Q: 3 clusters Score -1546320 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1546340.750000 Penalty: 4620.582520
	Iteration 19Q: 3 clusters Score -1546341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1546362.375000 Penalty: 4620.582520
	Iteration 20F: 3 clusters Score -1546362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1546377.750000 Penalty: 4620.582520
	Iteration 21Q: 3 clusters Score -1546378 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1546392.500000 Penalty: 4620.582520
	Iteration 22Q: 3 clusters Score -1546392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1546408.000000 Penalty: 4620.582520
	Iteration 23Q: 3 clusters Score -1546408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1546417.000000 Penalty: 4620.582520
	Iteration 24Q: 3 clusters Score -1546417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1546423.500000 Penalty: 4620.582520
	Iteration 25Q: 3 clusters Score -1546424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1546432.625000 Penalty: 4620.582520
	Iteration 26Q: 3 clusters Score -1546433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1546430.000000 Penalty: 4620.582520
	Iteration 27Q: 3 clusters Score -1546430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1546432.000000 Penalty: 4620.582520
	Iteration 28Q: 3 clusters Score -1546432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1546437.875000 Penalty: 4620.582520
	Iteration 29Q: 3 clusters Score -1546438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1546437.750000 Penalty: 4620.582520
	Iteration 30Q: 3 clusters Score -1546438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1546434.625000 Penalty: 4620.582520
	Iteration 31Q: 3 clusters Score -1546435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1546438.375000 Penalty: 4620.582520
	Iteration 32Q: 3 clusters Score -1546438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1546442.875000 Penalty: 4620.582520
	Iteration 33Q: 3 clusters Score -1546443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1546446.250000 Penalty: 4620.582520
	Iteration 34Q: 3 clusters Score -1546446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1546451.500000 Penalty: 4620.582520
	Iteration 35Q: 3 clusters Score -1546452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1546455.875000 Penalty: 4620.582520
	Iteration 36Q: 3 clusters Score -1546456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1546452.625000 Penalty: 4620.582520
	Iteration 37Q: 3 clusters Score -1546453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1546463.750000 Penalty: 4620.582520
	Iteration 38Q: 3 clusters Score -1546464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1546469.875000 Penalty: 4620.582520
	Iteration 39Q: 3 clusters Score -1546470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1546472.500000 Penalty: 4620.582520
	Iteration 40F: 3 clusters Score -1546472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1546483.625000 Penalty: 4620.582520
	Iteration 41Q: 3 clusters Score -1546484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1546485.500000 Penalty: 4620.582520
	Iteration 42Q: 3 clusters Score -1546486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1546486.000000 Penalty: 4620.582520
	Iteration 43Q: 3 clusters Score -1546486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1546489.875000 Penalty: 4620.582520
	Iteration 44Q: 3 clusters Score -1546490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1546489.875000 Penalty: 4620.582520
	Iteration 45Q: 3 clusters Score -1546490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1546490.500000 Penalty: 4620.582520
	Iteration 46Q: 3 clusters Score -1546490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1546492.250000 Penalty: 4620.582520
	Iteration 47Q: 3 clusters Score -1546492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1546492.875000 Penalty: 4620.582520
	Iteration 48Q: 3 clusters Score -1546493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1546491.875000 Penalty: 4620.582520
	Iteration 49Q: 3 clusters Score -1546492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1546492.250000 Penalty: 4620.582520
	Iteration 50Q: 3 clusters Score -1546492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1546495.250000 Penalty: 4620.582520
	Iteration 51Q: 3 clusters Score -1546495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1546498.375000 Penalty: 4620.582520
	Iteration 52Q: 3 clusters Score -1546498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1546498.625000 Penalty: 4620.582520
	Iteration 53Q: 3 clusters Score -1546499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1546497.750000 Penalty: 4620.582520
	Iteration 54Q: 3 clusters Score -1546498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1546499.500000 Penalty: 4620.582520
	Iteration 55Q: 3 clusters Score -1546500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1546502.750000 Penalty: 4620.582520
	Iteration 56Q: 3 clusters Score -1546503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1546505.500000 Penalty: 4620.582520
	Iteration 57Q: 3 clusters Score -1546506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1546505.750000 Penalty: 4620.582520
	Iteration 58Q: 3 clusters Score -1546506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1546506.250000 Penalty: 4620.582520
	Iteration 59Q: 3 clusters Score -1546506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1546504.625000 Penalty: 4620.582520
	Iteration 60F: 3 clusters Score -1546505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1546505.875000 Penalty: 4620.582520
	Iteration 61Q: 3 clusters Score -1546506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1546514.625000 Penalty: 4620.582520
	Iteration 62Q: 3 clusters Score -1546515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1546518.375000 Penalty: 4620.582520
	Iteration 63Q: 3 clusters Score -1546518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1546518.000000 Penalty: 4620.582520
	Iteration 64Q: 3 clusters Score -1546518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1546519.000000 Penalty: 4620.582520
	Iteration 65Q: 3 clusters Score -1546519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1546520.000000 Penalty: 4620.582520
	Iteration 66Q: 3 clusters Score -1546520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1546524.750000 Penalty: 4620.582520
	Iteration 67Q: 3 clusters Score -1546525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1546527.750000 Penalty: 4620.582520
	Iteration 68Q: 3 clusters Score -1546528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1546533.375000 Penalty: 4620.582520
	Iteration 69Q: 3 clusters Score -1546533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1546540.875000 Penalty: 4620.582520
	Iteration 70Q: 3 clusters Score -1546541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1546543.250000 Penalty: 4620.582520
	Iteration 71Q: 3 clusters Score -1546543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1546548.125000 Penalty: 4620.582520
	Iteration 72Q: 3 clusters Score -1546548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1546553.500000 Penalty: 4620.582520
	Iteration 73Q: 3 clusters Score -1546554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1546557.375000 Penalty: 4620.582520
	Iteration 74Q: 3 clusters Score -1546557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1546557.625000 Penalty: 4620.582520
	Iteration 75Q: 3 clusters Score -1546558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1546560.000000 Penalty: 4620.582520
	Iteration 76Q: 3 clusters Score -1546560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1546559.500000 Penalty: 4620.582520
	Iteration 77Q: 3 clusters Score -1546560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1546554.875000 Penalty: 4620.582520
	Iteration 78Q: 3 clusters Score -1546555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1546556.250000 Penalty: 4620.582520
	Iteration 79Q: 3 clusters Score -1546556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1546558.000000 Penalty: 4620.582520
	Iteration 80F: 3 clusters Score -1546558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1546559.000000 Penalty: 4620.582520
	Iteration 81Q: 3 clusters Score -1546559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1546559.000000 Penalty: 4620.582520
	Iteration 82Q: 3 clusters Score -1546559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1546557.125000 Penalty: 4620.582520
	Iteration 83Q: 3 clusters Score -1546557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1546559.625000 Penalty: 4620.582520
	Iteration 84Q: 3 clusters Score -1546560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1546562.000000 Penalty: 4620.582520
	Iteration 85Q: 3 clusters Score -1546562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1546562.000000 Penalty: 4620.582520
	Iteration 86F: 3 clusters Score -1546562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -91445.351562 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -91445.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89763.273438 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -89763.27 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90137.171875 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -90137.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90413.203125 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -90413.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90557.132812 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -90557.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90619.500000 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -90619.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90658.062500 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -90658.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90679.804688 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -90679.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90726.617188 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -90726.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90755.601562 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -90755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -90787.992188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -90787.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90812.781250 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -90812.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90827.460938 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -90827.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90848.046875 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -90848.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90852.937500 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -90852.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90859.390625 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -90859.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90862.843750 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -90862.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90866.546875 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -90866.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90874.281250 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -90874.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90880.789062 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -90880.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90884.765625 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -90884.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90888.742188 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -90888.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90899.101562 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -90899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90905.601562 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -90905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90910.546875 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -90910.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90914.546875 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -90914.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90915.390625 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -90915.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90915.390625 Penalty: 3312.457520
	Iteration 26F: 3 clusters Score -90915.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55250.972656 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55250.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -53896.375000 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53896.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -54062.394531 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54062.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -54112.285156 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -54112.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -54131.433594 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54131.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -54149.652344 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54149.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54167.679688 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -54167.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54173.050781 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -54173.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54177.625000 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -54177.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -54192.007812 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -54192.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -54197.402344 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -54197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -54205.867188 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -54205.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54210.195312 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -54210.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -54210.195312 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -54210.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Entering Unmasked Estep 
Score: -1509735.625000 Penalty: 2293.103027
	Iteration 0F: 2 clusters Score -1509736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1501798.500000 Penalty: 4586.206055
	Iteration 0F: 3 clusters Score -1501798 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1504104.875000 Penalty: 4586.206055
	Iteration 1F: 3 clusters Score -1504105 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1504458.375000 Penalty: 4586.206055
	Iteration 2F: 3 clusters Score -1504458 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1504720.875000 Penalty: 4586.206055
	Iteration 3F: 3 clusters Score -1504721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1504930.250000 Penalty: 4586.206055
	Iteration 4Q: 3 clusters Score -1504930 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1505112.500000 Penalty: 4586.206055
	Iteration 5Q: 3 clusters Score -1505112 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1505331.125000 Penalty: 4586.206055
	Iteration 6Q: 3 clusters Score -1505331 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1505566.250000 Penalty: 4586.206055
	Iteration 7Q: 3 clusters Score -1505566 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1505802.125000 Penalty: 4586.206055
	Iteration 8Q: 3 clusters Score -1505802 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1506120.000000 Penalty: 4586.206055
	Iteration 9Q: 3 clusters Score -1506120 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1506438.250000 Penalty: 4586.206055
	Iteration 10Q: 3 clusters Score -1506438 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1506767.125000 Penalty: 4586.206055
	Iteration 11Q: 3 clusters Score -1506767 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1507064.875000 Penalty: 4586.206055
	Iteration 12Q: 3 clusters Score -1507065 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1507348.125000 Penalty: 4586.206055
	Iteration 13Q: 3 clusters Score -1507348 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1507639.625000 Penalty: 4586.206055
	Iteration 14Q: 3 clusters Score -1507640 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1507919.875000 Penalty: 4586.206055
	Iteration 15Q: 3 clusters Score -1507920 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1508183.125000 Penalty: 4586.206055
	Iteration 16Q: 3 clusters Score -1508183 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1508401.125000 Penalty: 4586.206055
	Iteration 17Q: 3 clusters Score -1508401 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1508521.375000 Penalty: 4586.206055
	Iteration 18Q: 3 clusters Score -1508521 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1508612.125000 Penalty: 4586.206055
	Iteration 19Q: 3 clusters Score -1508612 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1508683.125000 Penalty: 4586.206055
	Iteration 20F: 3 clusters Score -1508683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1508769.375000 Penalty: 4586.206055
	Iteration 21Q: 3 clusters Score -1508769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1508909.750000 Penalty: 4586.206055
	Iteration 22Q: 3 clusters Score -1508910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1509079.500000 Penalty: 4586.206055
	Iteration 23Q: 3 clusters Score -1509080 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1509249.750000 Penalty: 4586.206055
	Iteration 24Q: 3 clusters Score -1509250 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1509400.250000 Penalty: 4586.206055
	Iteration 25Q: 3 clusters Score -1509400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1509494.750000 Penalty: 4586.206055
	Iteration 26Q: 3 clusters Score -1509495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1509558.000000 Penalty: 4586.206055
	Iteration 27Q: 3 clusters Score -1509558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1509611.750000 Penalty: 4586.206055
	Iteration 28Q: 3 clusters Score -1509612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1509640.625000 Penalty: 4586.206055
	Iteration 29Q: 3 clusters Score -1509641 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1509665.500000 Penalty: 4586.206055
	Iteration 30Q: 3 clusters Score -1509666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1509675.000000 Penalty: 4586.206055
	Iteration 31Q: 3 clusters Score -1509675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1509681.625000 Penalty: 4586.206055
	Iteration 32Q: 3 clusters Score -1509682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1509685.750000 Penalty: 4586.206055
	Iteration 33Q: 3 clusters Score -1509686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1509693.750000 Penalty: 4586.206055
	Iteration 34Q: 3 clusters Score -1509694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1509705.250000 Penalty: 4586.206055
	Iteration 35Q: 3 clusters Score -1509705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1509712.375000 Penalty: 4586.206055
	Iteration 36Q: 3 clusters Score -1509712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1509718.375000 Penalty: 4586.206055
	Iteration 37Q: 3 clusters Score -1509718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1509720.750000 Penalty: 4586.206055
	Iteration 38Q: 3 clusters Score -1509721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1509724.250000 Penalty: 4586.206055
	Iteration 39Q: 3 clusters Score -1509724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1509727.125000 Penalty: 4586.206055
	Iteration 40F: 3 clusters Score -1509727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1509727.875000 Penalty: 4586.206055
	Iteration 41Q: 3 clusters Score -1509728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1509726.750000 Penalty: 4586.206055
	Iteration 42Q: 3 clusters Score -1509727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1509727.875000 Penalty: 4586.206055
	Iteration 43Q: 3 clusters Score -1509728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1509725.375000 Penalty: 4586.206055
	Iteration 44Q: 3 clusters Score -1509725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1509725.375000 Penalty: 4586.206055
	Iteration 45F: 3 clusters Score -1509725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 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 461 members 
Entering Unmasked Estep 
Score: -122481.781250 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122481.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -122953.671875 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122953.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123534.171875 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -123534.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124283.320312 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -124283.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -124522.773438 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -124522.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -124663.593750 Penalty: 3385.966553
	Iteration 5Q: 3 clusters Score -124663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -124726.125000 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -124726.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -124795.460938 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -124795.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124847.593750 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -124847.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -124925.601562 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -124925.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125014.351562 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -125014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125092.515625 Penalty: 3385.966553
	Iteration 11Q: 3 clusters Score -125092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125100.781250 Penalty: 3385.966553
	Iteration 12Q: 3 clusters Score -125100.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -125113.078125 Penalty: 3385.966553
	Iteration 13Q: 3 clusters Score -125113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125119.125000 Penalty: 3385.966553
	Iteration 14Q: 3 clusters Score -125119.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125120.023438 Penalty: 3385.966553
	Iteration 15Q: 3 clusters Score -125120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125120.023438 Penalty: 3385.966553
	Iteration 16F: 3 clusters Score -125120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 250 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 672 members 
Entering Unmasked Estep 
Score: -115061184.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115062192.000000 to -115061184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (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: -850357.687500 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -850357.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -844690.062500 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -844690.1 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -846619.875000 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -846619.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -847236.125000 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -847236.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -847727.500000 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -847727.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -848102.125000 Penalty: 4376.164062
	Iteration 4F: 3 clusters Score -848102.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -848373.625000 Penalty: 4376.164062
	Iteration 5F: 3 clusters Score -848373.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -848552.187500 Penalty: 4376.164062
	Iteration 6Q: 3 clusters Score -848552.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -848664.187500 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -848664.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -848751.062500 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -848751.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -848832.000000 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -848832 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -848899.500000 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -848899.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -848969.625000 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -848969.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -849045.125000 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -849045.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -849156.000000 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -849156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -849285.875000 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -849285.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -849455.312500 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -849455.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -849676.812500 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -849676.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -849923.312500 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -849923.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -850188.062500 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -850188.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -850394.125000 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -850394.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -850534.562500 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -850534.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -850638.125000 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -850638.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -850720.875000 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -850720.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -850779.375000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -850779.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -850824.500000 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -850824.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -850863.687500 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -850863.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -850889.562500 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -850889.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -850916.187500 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -850916.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -850934.687500 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -850934.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -850956.562500 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -850956.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -850970.375000 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -850970.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -850974.375000 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -850974.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -850982.375000 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -850982.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -850984.187500 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -850984.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -850987.125000 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -850987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -850987.750000 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -850987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -850986.937500 Penalty: 4376.164062
	Iteration 36Q: 3 clusters Score -850986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -850986.937500 Penalty: 4376.164062
	Iteration 37F: 3 clusters Score -850986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3078 members 
Entering Unmasked Estep 
Score: -115061480.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115062192.000000 to -115061480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Entering Unmasked Estep 
Score: -1471646.375000 Penalty: 2280.969482
	Iteration 0F: 2 clusters Score -1471646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1464030.625000 Penalty: 4561.938965
	Iteration 0F: 3 clusters Score -1464031 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1466178.875000 Penalty: 4561.938965
	Iteration 1F: 3 clusters Score -1466179 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1466478.875000 Penalty: 4561.938965
	Iteration 2F: 3 clusters Score -1466479 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1466694.125000 Penalty: 4561.938965
	Iteration 3Q: 3 clusters Score -1466694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1466864.625000 Penalty: 4561.938965
	Iteration 4Q: 3 clusters Score -1466865 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1467031.875000 Penalty: 4561.938965
	Iteration 5Q: 3 clusters Score -1467032 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1467220.000000 Penalty: 4561.938965
	Iteration 6Q: 3 clusters Score -1467220 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1467437.875000 Penalty: 4561.938965
	Iteration 7Q: 3 clusters Score -1467438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1467712.625000 Penalty: 4561.938965
	Iteration 8Q: 3 clusters Score -1467713 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1468043.875000 Penalty: 4561.938965
	Iteration 9Q: 3 clusters Score -1468044 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1468396.000000 Penalty: 4561.938965
	Iteration 10Q: 3 clusters Score -1468396 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1468729.000000 Penalty: 4561.938965
	Iteration 11Q: 3 clusters Score -1468729 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1468998.750000 Penalty: 4561.938965
	Iteration 12Q: 3 clusters Score -1468999 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1469247.750000 Penalty: 4561.938965
	Iteration 13Q: 3 clusters Score -1469248 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1469426.125000 Penalty: 4561.938965
	Iteration 14Q: 3 clusters Score -1469426 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1469524.000000 Penalty: 4561.938965
	Iteration 15Q: 3 clusters Score -1469524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1469599.250000 Penalty: 4561.938965
	Iteration 16Q: 3 clusters Score -1469599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1469640.750000 Penalty: 4561.938965
	Iteration 17Q: 3 clusters Score -1469641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1469682.500000 Penalty: 4561.938965
	Iteration 18Q: 3 clusters Score -1469682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1469710.000000 Penalty: 4561.938965
	Iteration 19Q: 3 clusters Score -1469710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1469727.125000 Penalty: 4561.938965
	Iteration 20F: 3 clusters Score -1469727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1469747.625000 Penalty: 4561.938965
	Iteration 21Q: 3 clusters Score -1469748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1469769.375000 Penalty: 4561.938965
	Iteration 22Q: 3 clusters Score -1469769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1469783.250000 Penalty: 4561.938965
	Iteration 23Q: 3 clusters Score -1469783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1469800.750000 Penalty: 4561.938965
	Iteration 24Q: 3 clusters Score -1469801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1469806.125000 Penalty: 4561.938965
	Iteration 25Q: 3 clusters Score -1469806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1469813.875000 Penalty: 4561.938965
	Iteration 26Q: 3 clusters Score -1469814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1469818.500000 Penalty: 4561.938965
	Iteration 27Q: 3 clusters Score -1469818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1469818.250000 Penalty: 4561.938965
	Iteration 28Q: 3 clusters Score -1469818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1469821.875000 Penalty: 4561.938965
	Iteration 29Q: 3 clusters Score -1469822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1469823.000000 Penalty: 4561.938965
	Iteration 30Q: 3 clusters Score -1469823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1469822.250000 Penalty: 4561.938965
	Iteration 31Q: 3 clusters Score -1469822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1469822.250000 Penalty: 4561.938965
	Iteration 32F: 3 clusters Score -1469822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Entering Unmasked Estep 
Score: -937740.000000 Penalty: 2177.177734
	Iteration 0F: 2 clusters Score -937740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -932338.875000 Penalty: 4354.355469
	Iteration 0F: 3 clusters Score -932338.9 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -933866.562500 Penalty: 4354.355469
	Iteration 1F: 3 clusters Score -933866.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -934295.250000 Penalty: 4354.355469
	Iteration 2F: 3 clusters Score -934295.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -934736.687500 Penalty: 4354.355469
	Iteration 3F: 3 clusters Score -934736.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -935328.062500 Penalty: 4354.355469
	Iteration 4F: 3 clusters Score -935328.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -936024.062500 Penalty: 4354.355469
	Iteration 5F: 3 clusters Score -936024.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -936551.062500 Penalty: 4354.355469
	Iteration 6F: 3 clusters Score -936551.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -936809.812500 Penalty: 4354.355469
	Iteration 7Q: 3 clusters Score -936809.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -936922.375000 Penalty: 4354.355469
	Iteration 8Q: 3 clusters Score -936922.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -936966.125000 Penalty: 4354.355469
	Iteration 9Q: 3 clusters Score -936966.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -936984.875000 Penalty: 4354.355469
	Iteration 10Q: 3 clusters Score -936984.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -936992.812500 Penalty: 4354.355469
	Iteration 11Q: 3 clusters Score -936992.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -936999.000000 Penalty: 4354.355469
	Iteration 12Q: 3 clusters Score -936999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -937002.375000 Penalty: 4354.355469
	Iteration 13Q: 3 clusters Score -937002.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -937004.000000 Penalty: 4354.355469
	Iteration 14Q: 3 clusters Score -937004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -937007.312500 Penalty: 4354.355469
	Iteration 15Q: 3 clusters Score -937007.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -937009.187500 Penalty: 4354.355469
	Iteration 16Q: 3 clusters Score -937009.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -937013.812500 Penalty: 4354.355469
	Iteration 17Q: 3 clusters Score -937013.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -937018.312500 Penalty: 4354.355469
	Iteration 18Q: 3 clusters Score -937018.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -937021.687500 Penalty: 4354.355469
	Iteration 19Q: 3 clusters Score -937021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -937022.625000 Penalty: 4354.355469
	Iteration 20F: 3 clusters Score -937022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -937024.062500 Penalty: 4354.355469
	Iteration 21Q: 3 clusters Score -937024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -937025.000000 Penalty: 4354.355469
	Iteration 22Q: 3 clusters Score -937025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -937024.937500 Penalty: 4354.355469
	Iteration 23Q: 3 clusters Score -937024.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -937024.937500 Penalty: 4354.355469
	Iteration 24F: 3 clusters Score -937024.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97692 members 
Entering Unmasked Estep 
Score: -14672493.000000 Penalty: 2849.414795
	Iteration 0F: 2 clusters Score -1.467249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -14606882.000000 Penalty: 5698.829590
	Iteration 0F: 3 clusters Score -1.460688e+07 nChanged 46375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -14633789.000000 Penalty: 5698.829590
	Iteration 1F: 3 clusters Score -1.463379e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -14634555.000000 Penalty: 5698.829590
	Iteration 2Q: 3 clusters Score -1.463456e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -14635240.000000 Penalty: 5698.829590
	Iteration 3Q: 3 clusters Score -1.463524e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -14635976.000000 Penalty: 5698.829590
	Iteration 4Q: 3 clusters Score -1.463598e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -14637123.000000 Penalty: 5698.829590
	Iteration 5Q: 3 clusters Score -1.463712e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -14638377.000000 Penalty: 5698.829590
	Iteration 6Q: 3 clusters Score -1.463838e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -14640259.000000 Penalty: 5698.829590
	Iteration 7Q: 3 clusters Score -1.464026e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -14642748.000000 Penalty: 5698.829590
	Iteration 8Q: 3 clusters Score -1.464275e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -14645821.000000 Penalty: 5698.829590
	Iteration 9F: 3 clusters Score -1.464582e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -14649422.000000 Penalty: 5698.829590
	Iteration 10F: 3 clusters Score -1.464942e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -14652986.000000 Penalty: 5698.829590
	Iteration 11F: 3 clusters Score -1.465299e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -14656035.000000 Penalty: 5698.829590
	Iteration 12Q: 3 clusters Score -1.465604e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -14658664.000000 Penalty: 5698.829590
	Iteration 13Q: 3 clusters Score -1.465866e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 83666 members 
Entering Unmasked Estep 
Score: -14660684.000000 Penalty: 5698.829590
	Iteration 14Q: 3 clusters Score -1.466068e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 86289 members 
Entering Unmasked Estep 
Score: -14662540.000000 Penalty: 5698.829590
	Iteration 15Q: 3 clusters Score -1.466254e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -14664125.000000 Penalty: 5698.829590
	Iteration 16Q: 3 clusters Score -1.466412e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -14665403.000000 Penalty: 5698.829590
	Iteration 17Q: 3 clusters Score -1.46654e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -14666481.000000 Penalty: 5698.829590
	Iteration 18Q: 3 clusters Score -1.466648e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -14667393.000000 Penalty: 5698.829590
	Iteration 19Q: 3 clusters Score -1.466739e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -14668179.000000 Penalty: 5698.829590
	Iteration 20F: 3 clusters Score -1.466818e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -14668781.000000 Penalty: 5698.829590
	Iteration 21Q: 3 clusters Score -1.466878e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 95920 members 
Entering Unmasked Estep 
Score: -14669137.000000 Penalty: 5698.829590
	Iteration 22Q: 3 clusters Score -1.466914e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 96330 members 
Entering Unmasked Estep 
Score: -14669362.000000 Penalty: 5698.829590
	Iteration 23Q: 3 clusters Score -1.466936e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -14669537.000000 Penalty: 5698.829590
	Iteration 24Q: 3 clusters Score -1.466954e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 96760 members 
Entering Unmasked Estep 
Score: -14669667.000000 Penalty: 5698.829590
	Iteration 25Q: 3 clusters Score -1.466967e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 96886 members 
Entering Unmasked Estep 
Score: -14669772.000000 Penalty: 5698.829590
	Iteration 26Q: 3 clusters Score -1.466977e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -14669843.000000 Penalty: 5698.829590
	Iteration 27Q: 3 clusters Score -1.466984e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -14669879.000000 Penalty: 5698.829590
	Iteration 28Q: 3 clusters Score -1.466988e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -14669901.000000 Penalty: 5698.829590
	Iteration 29Q: 3 clusters Score -1.46699e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 97066 members 
Entering Unmasked Estep 
Score: -14669914.000000 Penalty: 5698.829590
	Iteration 30Q: 3 clusters Score -1.466991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 97084 members 
Entering Unmasked Estep 
Score: -14669940.000000 Penalty: 5698.829590
	Iteration 31Q: 3 clusters Score -1.466994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -14669944.000000 Penalty: 5698.829590
	Iteration 32Q: 3 clusters Score -1.466994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -14669973.000000 Penalty: 5698.829590
	Iteration 33Q: 3 clusters Score -1.466997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -14669981.000000 Penalty: 5698.829590
	Iteration 34Q: 3 clusters Score -1.466998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 97125 members 
Entering Unmasked Estep 
Score: -14669976.000000 Penalty: 5698.829590
	Iteration 35Q: 3 clusters Score -1.466998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -14669980.000000 Penalty: 5698.829590
	Iteration 36Q: 3 clusters Score -1.466998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -14669993.000000 Penalty: 5698.829590
	Iteration 37Q: 3 clusters Score -1.466999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 97139 members 
Entering Unmasked Estep 
Score: -14670001.000000 Penalty: 5698.829590
	Iteration 38Q: 3 clusters Score -1.467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 97141 members 
Entering Unmasked Estep 
Score: -14669991.000000 Penalty: 5698.829590
	Iteration 39Q: 3 clusters Score -1.466999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -14669988.000000 Penalty: 5698.829590
	Iteration 40F: 3 clusters Score -1.466999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 97143 members 
Entering Unmasked Estep 
Score: -14669996.000000 Penalty: 5698.829590
	Iteration 41Q: 3 clusters Score -1.467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 97145 members 
Entering Unmasked Estep 
Score: -14669995.000000 Penalty: 5698.829590
	Iteration 42Q: 3 clusters Score -1.467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 97147 members 
Entering Unmasked Estep 
Score: -14669994.000000 Penalty: 5698.829590
	Iteration 43Q: 3 clusters Score -1.466999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -14670000.000000 Penalty: 5698.829590
	Iteration 44Q: 3 clusters Score -1.467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -14670003.000000 Penalty: 5698.829590
	Iteration 45Q: 3 clusters Score -1.467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -14670004.000000 Penalty: 5698.829590
	Iteration 46Q: 3 clusters Score -1.467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -14670018.000000 Penalty: 5698.829590
	Iteration 47Q: 3 clusters Score -1.467002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 97153 members 
Entering Unmasked Estep 
Score: -14670019.000000 Penalty: 5698.829590
	Iteration 48Q: 3 clusters Score -1.467002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -14670013.000000 Penalty: 5698.829590
	Iteration 49Q: 3 clusters Score -1.467001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -14670007.000000 Penalty: 5698.829590
	Iteration 50Q: 3 clusters Score -1.467001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -14670009.000000 Penalty: 5698.829590
	Iteration 51Q: 3 clusters Score -1.467001e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 97156 members 
Entering Unmasked Estep 
Score: -14670009.000000 Penalty: 5698.829590
	Iteration 52F: 3 clusters Score -1.467001e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Entering Unmasked Estep 
Score: -1732425.000000 Penalty: 2321.314453
	Iteration 0F: 2 clusters Score -1732425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1723647.125000 Penalty: 4642.628906
	Iteration 0F: 3 clusters Score -1723647 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1726288.250000 Penalty: 4642.628906
	Iteration 1F: 3 clusters Score -1726288 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1726656.500000 Penalty: 4642.628906
	Iteration 2F: 3 clusters Score -1726656 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1727020.500000 Penalty: 4642.628906
	Iteration 3F: 3 clusters Score -1727020 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1727481.625000 Penalty: 4642.628906
	Iteration 4F: 3 clusters Score -1727482 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1727979.750000 Penalty: 4642.628906
	Iteration 5F: 3 clusters Score -1727980 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1728460.125000 Penalty: 4642.628906
	Iteration 6F: 3 clusters Score -1728460 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1728935.875000 Penalty: 4642.628906
	Iteration 7F: 3 clusters Score -1728936 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1729407.375000 Penalty: 4642.628906
	Iteration 8F: 3 clusters Score -1729407 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1729813.125000 Penalty: 4642.628906
	Iteration 9Q: 3 clusters Score -1729813 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1730105.875000 Penalty: 4642.628906
	Iteration 10Q: 3 clusters Score -1730106 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1730315.500000 Penalty: 4642.628906
	Iteration 11Q: 3 clusters Score -1730316 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1730454.750000 Penalty: 4642.628906
	Iteration 12Q: 3 clusters Score -1730455 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1730529.250000 Penalty: 4642.628906
	Iteration 13Q: 3 clusters Score -1730529 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1730572.875000 Penalty: 4642.628906
	Iteration 14Q: 3 clusters Score -1730573 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1730603.625000 Penalty: 4642.628906
	Iteration 15Q: 3 clusters Score -1730604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1730632.625000 Penalty: 4642.628906
	Iteration 16Q: 3 clusters Score -1730633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1730651.375000 Penalty: 4642.628906
	Iteration 17Q: 3 clusters Score -1730651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1730671.000000 Penalty: 4642.628906
	Iteration 18Q: 3 clusters Score -1730671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1730687.875000 Penalty: 4642.628906
	Iteration 19Q: 3 clusters Score -1730688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1730705.625000 Penalty: 4642.628906
	Iteration 20F: 3 clusters Score -1730706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1730711.500000 Penalty: 4642.628906
	Iteration 21Q: 3 clusters Score -1730712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1730720.750000 Penalty: 4642.628906
	Iteration 22Q: 3 clusters Score -1730721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1730738.375000 Penalty: 4642.628906
	Iteration 23Q: 3 clusters Score -1730738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1730750.875000 Penalty: 4642.628906
	Iteration 24Q: 3 clusters Score -1730751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1730761.750000 Penalty: 4642.628906
	Iteration 25Q: 3 clusters Score -1730762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1730768.250000 Penalty: 4642.628906
	Iteration 26Q: 3 clusters Score -1730768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1730775.750000 Penalty: 4642.628906
	Iteration 27Q: 3 clusters Score -1730776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1730779.250000 Penalty: 4642.628906
	Iteration 28Q: 3 clusters Score -1730779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1730791.000000 Penalty: 4642.628906
	Iteration 29Q: 3 clusters Score -1730791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1730797.875000 Penalty: 4642.628906
	Iteration 30Q: 3 clusters Score -1730798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1730802.875000 Penalty: 4642.628906
	Iteration 31Q: 3 clusters Score -1730803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1730809.625000 Penalty: 4642.628906
	Iteration 32Q: 3 clusters Score -1730810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1730811.000000 Penalty: 4642.628906
	Iteration 33Q: 3 clusters Score -1730811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1730814.000000 Penalty: 4642.628906
	Iteration 34Q: 3 clusters Score -1730814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1730816.625000 Penalty: 4642.628906
	Iteration 35Q: 3 clusters Score -1730817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1730822.500000 Penalty: 4642.628906
	Iteration 36Q: 3 clusters Score -1730822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1730828.000000 Penalty: 4642.628906
	Iteration 37Q: 3 clusters Score -1730828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1730834.875000 Penalty: 4642.628906
	Iteration 38Q: 3 clusters Score -1730835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1730839.750000 Penalty: 4642.628906
	Iteration 39Q: 3 clusters Score -1730840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1730848.500000 Penalty: 4642.628906
	Iteration 40F: 3 clusters Score -1730848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1730851.125000 Penalty: 4642.628906
	Iteration 41Q: 3 clusters Score -1730851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1730853.375000 Penalty: 4642.628906
	Iteration 42Q: 3 clusters Score -1730853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1730857.125000 Penalty: 4642.628906
	Iteration 43Q: 3 clusters Score -1730857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1730863.000000 Penalty: 4642.628906
	Iteration 44Q: 3 clusters Score -1730863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1730869.875000 Penalty: 4642.628906
	Iteration 45Q: 3 clusters Score -1730870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1730885.625000 Penalty: 4642.628906
	Iteration 46Q: 3 clusters Score -1730886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1730901.125000 Penalty: 4642.628906
	Iteration 47Q: 3 clusters Score -1730901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1730909.500000 Penalty: 4642.628906
	Iteration 48Q: 3 clusters Score -1730910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1730918.750000 Penalty: 4642.628906
	Iteration 49Q: 3 clusters Score -1730919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1730917.750000 Penalty: 4642.628906
	Iteration 50Q: 3 clusters Score -1730918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1730923.375000 Penalty: 4642.628906
	Iteration 51Q: 3 clusters Score -1730923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1730922.750000 Penalty: 4642.628906
	Iteration 52Q: 3 clusters Score -1730923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1730923.750000 Penalty: 4642.628906
	Iteration 53Q: 3 clusters Score -1730924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1730924.375000 Penalty: 4642.628906
	Iteration 54Q: 3 clusters Score -1730924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1730930.125000 Penalty: 4642.628906
	Iteration 55Q: 3 clusters Score -1730930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1730930.500000 Penalty: 4642.628906
	Iteration 56Q: 3 clusters Score -1730930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1730929.875000 Penalty: 4642.628906
	Iteration 57Q: 3 clusters Score -1730930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1730929.875000 Penalty: 4642.628906
	Iteration 58F: 3 clusters Score -1730930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Entering Unmasked Estep 
Score: -1432198.250000 Penalty: 2273.290283
	Iteration 0F: 2 clusters Score -1432198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1424834.125000 Penalty: 4546.580566
	Iteration 0F: 3 clusters Score -1424834 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1426893.000000 Penalty: 4546.580566
	Iteration 1F: 3 clusters Score -1426893 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1427153.375000 Penalty: 4546.580566
	Iteration 2F: 3 clusters Score -1427153 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1427356.875000 Penalty: 4546.580566
	Iteration 3Q: 3 clusters Score -1427357 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1427524.250000 Penalty: 4546.580566
	Iteration 4Q: 3 clusters Score -1427524 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1427654.125000 Penalty: 4546.580566
	Iteration 5Q: 3 clusters Score -1427654 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1427788.500000 Penalty: 4546.580566
	Iteration 6Q: 3 clusters Score -1427788 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1427943.250000 Penalty: 4546.580566
	Iteration 7Q: 3 clusters Score -1427943 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1428135.125000 Penalty: 4546.580566
	Iteration 8Q: 3 clusters Score -1428135 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1428350.750000 Penalty: 4546.580566
	Iteration 9Q: 3 clusters Score -1428351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1428583.500000 Penalty: 4546.580566
	Iteration 10Q: 3 clusters Score -1428584 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1428832.750000 Penalty: 4546.580566
	Iteration 11Q: 3 clusters Score -1428833 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1429091.125000 Penalty: 4546.580566
	Iteration 12Q: 3 clusters Score -1429091 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1429337.000000 Penalty: 4546.580566
	Iteration 13Q: 3 clusters Score -1429337 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1429557.750000 Penalty: 4546.580566
	Iteration 14Q: 3 clusters Score -1429558 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1429746.000000 Penalty: 4546.580566
	Iteration 15Q: 3 clusters Score -1429746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1429874.875000 Penalty: 4546.580566
	Iteration 16Q: 3 clusters Score -1429875 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1429980.875000 Penalty: 4546.580566
	Iteration 17Q: 3 clusters Score -1429981 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1430051.250000 Penalty: 4546.580566
	Iteration 18Q: 3 clusters Score -1430051 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1430105.500000 Penalty: 4546.580566
	Iteration 19Q: 3 clusters Score -1430106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1430151.500000 Penalty: 4546.580566
	Iteration 20F: 3 clusters Score -1430152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1430186.625000 Penalty: 4546.580566
	Iteration 21Q: 3 clusters Score -1430187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1430230.500000 Penalty: 4546.580566
	Iteration 22Q: 3 clusters Score -1430230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1430258.750000 Penalty: 4546.580566
	Iteration 23Q: 3 clusters Score -1430259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1430276.875000 Penalty: 4546.580566
	Iteration 24Q: 3 clusters Score -1430277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1430293.375000 Penalty: 4546.580566
	Iteration 25Q: 3 clusters Score -1430293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1430318.875000 Penalty: 4546.580566
	Iteration 26Q: 3 clusters Score -1430319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1430328.625000 Penalty: 4546.580566
	Iteration 27Q: 3 clusters Score -1430329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1430336.500000 Penalty: 4546.580566
	Iteration 28Q: 3 clusters Score -1430336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1430337.125000 Penalty: 4546.580566
	Iteration 29Q: 3 clusters Score -1430337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1430346.000000 Penalty: 4546.580566
	Iteration 30Q: 3 clusters Score -1430346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1430345.125000 Penalty: 4546.580566
	Iteration 31Q: 3 clusters Score -1430345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1430346.250000 Penalty: 4546.580566
	Iteration 32Q: 3 clusters Score -1430346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1430346.250000 Penalty: 4546.580566
	Iteration 33F: 3 clusters Score -1430346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Entering Unmasked Estep 
Score: -4213618.000000 Penalty: 2558.448730
	Iteration 0F: 2 clusters Score -4213618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -4192937.000000 Penalty: 5116.897461
	Iteration 0F: 3 clusters Score -4192937 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4201131.000000 Penalty: 5116.897461
	Iteration 1F: 3 clusters Score -4201131 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -4202372.500000 Penalty: 5116.897461
	Iteration 2F: 3 clusters Score -4202372 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -4203652.500000 Penalty: 5116.897461
	Iteration 3F: 3 clusters Score -4203652 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -4204921.000000 Penalty: 5116.897461
	Iteration 4F: 3 clusters Score -4204921 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4206122.000000 Penalty: 5116.897461
	Iteration 5F: 3 clusters Score -4206122 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4207002.500000 Penalty: 5116.897461
	Iteration 6F: 3 clusters Score -4207002 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -4207632.500000 Penalty: 5116.897461
	Iteration 7Q: 3 clusters Score -4207632 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4208066.500000 Penalty: 5116.897461
	Iteration 8Q: 3 clusters Score -4208066 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -4208339.000000 Penalty: 5116.897461
	Iteration 9Q: 3 clusters Score -4208339 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4208582.000000 Penalty: 5116.897461
	Iteration 10Q: 3 clusters Score -4208582 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -4208745.000000 Penalty: 5116.897461
	Iteration 11Q: 3 clusters Score -4208745 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4208862.500000 Penalty: 5116.897461
	Iteration 12Q: 3 clusters Score -4208862 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4208953.000000 Penalty: 5116.897461
	Iteration 13Q: 3 clusters Score -4208953 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4209019.500000 Penalty: 5116.897461
	Iteration 14Q: 3 clusters Score -4209020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4209062.500000 Penalty: 5116.897461
	Iteration 15Q: 3 clusters Score -4209062 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4209090.000000 Penalty: 5116.897461
	Iteration 16Q: 3 clusters Score -4209090 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4209133.000000 Penalty: 5116.897461
	Iteration 17Q: 3 clusters Score -4209133 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4209153.500000 Penalty: 5116.897461
	Iteration 18Q: 3 clusters Score -4209154 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4209174.000000 Penalty: 5116.897461
	Iteration 19Q: 3 clusters Score -4209174 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4209182.000000 Penalty: 5116.897461
	Iteration 20F: 3 clusters Score -4209182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -4209188.000000 Penalty: 5116.897461
	Iteration 21Q: 3 clusters Score -4209188 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4209213.000000 Penalty: 5116.897461
	Iteration 22Q: 3 clusters Score -4209213 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4209227.000000 Penalty: 5116.897461
	Iteration 23Q: 3 clusters Score -4209227 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4209244.000000 Penalty: 5116.897461
	Iteration 24Q: 3 clusters Score -4209244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4209263.500000 Penalty: 5116.897461
	Iteration 25Q: 3 clusters Score -4209264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4209280.000000 Penalty: 5116.897461
	Iteration 26Q: 3 clusters Score -4209280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4209300.500000 Penalty: 5116.897461
	Iteration 27Q: 3 clusters Score -4209300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -4209315.500000 Penalty: 5116.897461
	Iteration 28Q: 3 clusters Score -4209316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4209307.500000 Penalty: 5116.897461
	Iteration 29Q: 3 clusters Score -4209308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4209317.000000 Penalty: 5116.897461
	Iteration 30Q: 3 clusters Score -4209317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4209335.500000 Penalty: 5116.897461
	Iteration 31Q: 3 clusters Score -4209336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4209338.500000 Penalty: 5116.897461
	Iteration 32Q: 3 clusters Score -4209338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -4209362.500000 Penalty: 5116.897461
	Iteration 33Q: 3 clusters Score -4209362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4209378.500000 Penalty: 5116.897461
	Iteration 34Q: 3 clusters Score -4209378 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -4209400.000000 Penalty: 5116.897461
	Iteration 35Q: 3 clusters Score -4209400 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4209435.000000 Penalty: 5116.897461
	Iteration 36Q: 3 clusters Score -4209435 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -4209481.000000 Penalty: 5116.897461
	Iteration 37Q: 3 clusters Score -4209481 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4209509.000000 Penalty: 5116.897461
	Iteration 38Q: 3 clusters Score -4209509 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4209570.500000 Penalty: 5116.897461
	Iteration 39Q: 3 clusters Score -4209570 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -4209643.000000 Penalty: 5116.897461
	Iteration 40F: 3 clusters Score -4209643 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -4209702.000000 Penalty: 5116.897461
	Iteration 41Q: 3 clusters Score -4209702 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4209778.000000 Penalty: 5116.897461
	Iteration 42Q: 3 clusters Score -4209778 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -4209904.500000 Penalty: 5116.897461
	Iteration 43Q: 3 clusters Score -4209904 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4210002.500000 Penalty: 5116.897461
	Iteration 44Q: 3 clusters Score -4210002 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -4210128.000000 Penalty: 5116.897461
	Iteration 45Q: 3 clusters Score -4210128 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -4210305.000000 Penalty: 5116.897461
	Iteration 46Q: 3 clusters Score -4210305 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -4210452.500000 Penalty: 5116.897461
	Iteration 47Q: 3 clusters Score -4210452 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4210592.000000 Penalty: 5116.897461
	Iteration 48Q: 3 clusters Score -4210592 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -4210717.000000 Penalty: 5116.897461
	Iteration 49Q: 3 clusters Score -4210717 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4210830.500000 Penalty: 5116.897461
	Iteration 50Q: 3 clusters Score -4210830 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4210924.000000 Penalty: 5116.897461
	Iteration 51Q: 3 clusters Score -4210924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -4211015.000000 Penalty: 5116.897461
	Iteration 52Q: 3 clusters Score -4211015 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4211082.500000 Penalty: 5116.897461
	Iteration 53Q: 3 clusters Score -4211082 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4211168.500000 Penalty: 5116.897461
	Iteration 54Q: 3 clusters Score -4211168 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4211269.500000 Penalty: 5116.897461
	Iteration 55Q: 3 clusters Score -4211270 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -4211367.000000 Penalty: 5116.897461
	Iteration 56Q: 3 clusters Score -4211367 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -4211447.500000 Penalty: 5116.897461
	Iteration 57Q: 3 clusters Score -4211448 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4211506.500000 Penalty: 5116.897461
	Iteration 58Q: 3 clusters Score -4211506 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4211580.500000 Penalty: 5116.897461
	Iteration 59Q: 3 clusters Score -4211580 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4211651.500000 Penalty: 5116.897461
	Iteration 60F: 3 clusters Score -4211652 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -4211727.500000 Penalty: 5116.897461
	Iteration 61Q: 3 clusters Score -4211728 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4211824.500000 Penalty: 5116.897461
	Iteration 62Q: 3 clusters Score -4211824 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4211908.500000 Penalty: 5116.897461
	Iteration 63Q: 3 clusters Score -4211908 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -4212022.000000 Penalty: 5116.897461
	Iteration 64Q: 3 clusters Score -4212022 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -4212150.000000 Penalty: 5116.897461
	Iteration 65Q: 3 clusters Score -4212150 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -4212314.000000 Penalty: 5116.897461
	Iteration 66Q: 3 clusters Score -4212314 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -4212457.500000 Penalty: 5116.897461
	Iteration 67Q: 3 clusters Score -4212458 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -4212574.500000 Penalty: 5116.897461
	Iteration 68Q: 3 clusters Score -4212574 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4212642.500000 Penalty: 5116.897461
	Iteration 69Q: 3 clusters Score -4212642 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -4212708.500000 Penalty: 5116.897461
	Iteration 70Q: 3 clusters Score -4212708 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -4212765.000000 Penalty: 5116.897461
	Iteration 71Q: 3 clusters Score -4212765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -4212797.000000 Penalty: 5116.897461
	Iteration 72Q: 3 clusters Score -4212797 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -4212827.500000 Penalty: 5116.897461
	Iteration 73Q: 3 clusters Score -4212828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -4212854.500000 Penalty: 5116.897461
	Iteration 74Q: 3 clusters Score -4212854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -4212863.000000 Penalty: 5116.897461
	Iteration 75Q: 3 clusters Score -4212863 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -4212886.000000 Penalty: 5116.897461
	Iteration 76Q: 3 clusters Score -4212886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -4212911.000000 Penalty: 5116.897461
	Iteration 77Q: 3 clusters Score -4212911 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4212935.500000 Penalty: 5116.897461
	Iteration 78Q: 3 clusters Score -4212936 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -4212947.000000 Penalty: 5116.897461
	Iteration 79Q: 3 clusters Score -4212947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -4212964.000000 Penalty: 5116.897461
	Iteration 80F: 3 clusters Score -4212964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -4212985.000000 Penalty: 5116.897461
	Iteration 81Q: 3 clusters Score -4212985 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4212994.500000 Penalty: 5116.897461
	Iteration 82Q: 3 clusters Score -4212994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -4213009.500000 Penalty: 5116.897461
	Iteration 83Q: 3 clusters Score -4213010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4213007.500000 Penalty: 5116.897461
	Iteration 84Q: 3 clusters Score -4213008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -4213015.000000 Penalty: 5116.897461
	Iteration 85Q: 3 clusters Score -4213015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -4213010.500000 Penalty: 5116.897461
	Iteration 86Q: 3 clusters Score -4213010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4213016.000000 Penalty: 5116.897461
	Iteration 87Q: 3 clusters Score -4213016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -4213015.500000 Penalty: 5116.897461
	Iteration 88Q: 3 clusters Score -4213016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4213021.500000 Penalty: 5116.897461
	Iteration 89Q: 3 clusters Score -4213022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -4213021.000000 Penalty: 5116.897461
	Iteration 90Q: 3 clusters Score -4213021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4213025.500000 Penalty: 5116.897461
	Iteration 91Q: 3 clusters Score -4213026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4213023.000000 Penalty: 5116.897461
	Iteration 92Q: 3 clusters Score -4213023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -4213023.500000 Penalty: 5116.897461
	Iteration 93Q: 3 clusters Score -4213024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4213024.000000 Penalty: 5116.897461
	Iteration 94Q: 3 clusters Score -4213024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4213025.500000 Penalty: 5116.897461
	Iteration 95Q: 3 clusters Score -4213026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4213023.500000 Penalty: 5116.897461
	Iteration 96Q: 3 clusters Score -4213024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4213021.000000 Penalty: 5116.897461
	Iteration 97Q: 3 clusters Score -4213021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4213029.000000 Penalty: 5116.897461
	Iteration 98Q: 3 clusters Score -4213029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4213024.000000 Penalty: 5116.897461
	Iteration 99Q: 3 clusters Score -4213024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -4213033.500000 Penalty: 5116.897461
	Iteration 100F: 3 clusters Score -4213034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -4213034.000000 Penalty: 5116.897461
	Iteration 101Q: 3 clusters Score -4213034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4213036.000000 Penalty: 5116.897461
	Iteration 102Q: 3 clusters Score -4213036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4213039.500000 Penalty: 5116.897461
	Iteration 103Q: 3 clusters Score -4213040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -4213040.500000 Penalty: 5116.897461
	Iteration 104Q: 3 clusters Score -4213040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -4213042.000000 Penalty: 5116.897461
	Iteration 105Q: 3 clusters Score -4213042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4213046.500000 Penalty: 5116.897461
	Iteration 106Q: 3 clusters Score -4213046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -4213043.500000 Penalty: 5116.897461
	Iteration 107Q: 3 clusters Score -4213044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4213040.500000 Penalty: 5116.897461
	Iteration 108Q: 3 clusters Score -4213040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4213038.000000 Penalty: 5116.897461
	Iteration 109Q: 3 clusters Score -4213038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4213039.000000 Penalty: 5116.897461
	Iteration 110Q: 3 clusters Score -4213039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4213044.500000 Penalty: 5116.897461
	Iteration 111Q: 3 clusters Score -4213044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -4213043.000000 Penalty: 5116.897461
	Iteration 112Q: 3 clusters Score -4213043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4213039.000000 Penalty: 5116.897461
	Iteration 113Q: 3 clusters Score -4213039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4213040.500000 Penalty: 5116.897461
	Iteration 114Q: 3 clusters Score -4213040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4213040.500000 Penalty: 5116.897461
	Iteration 115F: 3 clusters Score -4213040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Entering Unmasked Estep 
Score: -1862879.500000 Penalty: 2345.075439
	Iteration 0F: 2 clusters Score -1862880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1853424.375000 Penalty: 4690.150879
	Iteration 0F: 3 clusters Score -1853424 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1856621.500000 Penalty: 4690.150879
	Iteration 1F: 3 clusters Score -1856622 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1857650.000000 Penalty: 4690.150879
	Iteration 2F: 3 clusters Score -1857650 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1858887.625000 Penalty: 4690.150879
	Iteration 3F: 3 clusters Score -1858888 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1860131.375000 Penalty: 4690.150879
	Iteration 4F: 3 clusters Score -1860131 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1861098.125000 Penalty: 4690.150879
	Iteration 5F: 3 clusters Score -1861098 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1861651.250000 Penalty: 4690.150879
	Iteration 6F: 3 clusters Score -1861651 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1861978.875000 Penalty: 4690.150879
	Iteration 7Q: 3 clusters Score -1861979 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1862210.250000 Penalty: 4690.150879
	Iteration 8Q: 3 clusters Score -1862210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1862364.625000 Penalty: 4690.150879
	Iteration 9Q: 3 clusters Score -1862365 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1862495.875000 Penalty: 4690.150879
	Iteration 10Q: 3 clusters Score -1862496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1862608.750000 Penalty: 4690.150879
	Iteration 11Q: 3 clusters Score -1862609 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1862675.375000 Penalty: 4690.150879
	Iteration 12Q: 3 clusters Score -1862675 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1862708.500000 Penalty: 4690.150879
	Iteration 13Q: 3 clusters Score -1862708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1862738.625000 Penalty: 4690.150879
	Iteration 14Q: 3 clusters Score -1862739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1862750.375000 Penalty: 4690.150879
	Iteration 15Q: 3 clusters Score -1862750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1862767.000000 Penalty: 4690.150879
	Iteration 16Q: 3 clusters Score -1862767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1862785.125000 Penalty: 4690.150879
	Iteration 17Q: 3 clusters Score -1862785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1862789.875000 Penalty: 4690.150879
	Iteration 18Q: 3 clusters Score -1862790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1862792.875000 Penalty: 4690.150879
	Iteration 19Q: 3 clusters Score -1862793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1862797.625000 Penalty: 4690.150879
	Iteration 20F: 3 clusters Score -1862798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1862800.125000 Penalty: 4690.150879
	Iteration 21Q: 3 clusters Score -1862800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1862802.500000 Penalty: 4690.150879
	Iteration 22Q: 3 clusters Score -1862802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1862801.500000 Penalty: 4690.150879
	Iteration 23Q: 3 clusters Score -1862802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1862801.625000 Penalty: 4690.150879
	Iteration 24Q: 3 clusters Score -1862802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1862804.875000 Penalty: 4690.150879
	Iteration 25Q: 3 clusters Score -1862805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1862805.125000 Penalty: 4690.150879
	Iteration 26Q: 3 clusters Score -1862805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1862807.750000 Penalty: 4690.150879
	Iteration 27Q: 3 clusters Score -1862808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1862808.125000 Penalty: 4690.150879
	Iteration 28Q: 3 clusters Score -1862808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1862807.000000 Penalty: 4690.150879
	Iteration 29Q: 3 clusters Score -1862807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1862809.250000 Penalty: 4690.150879
	Iteration 30Q: 3 clusters Score -1862809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1862810.500000 Penalty: 4690.150879
	Iteration 31Q: 3 clusters Score -1862810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1862813.000000 Penalty: 4690.150879
	Iteration 32Q: 3 clusters Score -1862813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1862807.000000 Penalty: 4690.150879
	Iteration 33Q: 3 clusters Score -1862807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1862810.875000 Penalty: 4690.150879
	Iteration 34Q: 3 clusters Score -1862811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1862813.000000 Penalty: 4690.150879
	Iteration 35Q: 3 clusters Score -1862813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1862814.750000 Penalty: 4690.150879
	Iteration 36Q: 3 clusters Score -1862815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1862816.250000 Penalty: 4690.150879
	Iteration 37Q: 3 clusters Score -1862816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1862815.625000 Penalty: 4690.150879
	Iteration 38Q: 3 clusters Score -1862816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1862814.500000 Penalty: 4690.150879
	Iteration 39Q: 3 clusters Score -1862814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1862814.500000 Penalty: 4690.150879
	Iteration 40F: 3 clusters Score -1862814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -438342.343750 Penalty: 1992.588379
	Iteration 0F: 2 clusters Score -438342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -435060.031250 Penalty: 3985.176758
	Iteration 0F: 3 clusters Score -435060 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -435819.875000 Penalty: 3985.176758
	Iteration 1F: 3 clusters Score -435819.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -436056.375000 Penalty: 3985.176758
	Iteration 2F: 3 clusters Score -436056.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -436208.593750 Penalty: 3985.176758
	Iteration 3F: 3 clusters Score -436208.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -436318.312500 Penalty: 3985.176758
	Iteration 4Q: 3 clusters Score -436318.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -436409.968750 Penalty: 3985.176758
	Iteration 5Q: 3 clusters Score -436410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -436467.343750 Penalty: 3985.176758
	Iteration 6Q: 3 clusters Score -436467.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -436509.687500 Penalty: 3985.176758
	Iteration 7Q: 3 clusters Score -436509.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -436548.125000 Penalty: 3985.176758
	Iteration 8Q: 3 clusters Score -436548.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -436577.843750 Penalty: 3985.176758
	Iteration 9Q: 3 clusters Score -436577.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -436604.531250 Penalty: 3985.176758
	Iteration 10Q: 3 clusters Score -436604.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -436625.312500 Penalty: 3985.176758
	Iteration 11Q: 3 clusters Score -436625.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -436647.468750 Penalty: 3985.176758
	Iteration 12Q: 3 clusters Score -436647.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -436670.875000 Penalty: 3985.176758
	Iteration 13Q: 3 clusters Score -436670.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -436688.218750 Penalty: 3985.176758
	Iteration 14Q: 3 clusters Score -436688.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -436711.000000 Penalty: 3985.176758
	Iteration 15Q: 3 clusters Score -436711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436734.625000 Penalty: 3985.176758
	Iteration 16Q: 3 clusters Score -436734.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -436755.281250 Penalty: 3985.176758
	Iteration 17Q: 3 clusters Score -436755.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -436775.406250 Penalty: 3985.176758
	Iteration 18Q: 3 clusters Score -436775.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -436797.312500 Penalty: 3985.176758
	Iteration 19Q: 3 clusters Score -436797.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -436818.500000 Penalty: 3985.176758
	Iteration 20F: 3 clusters Score -436818.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -436834.625000 Penalty: 3985.176758
	Iteration 21Q: 3 clusters Score -436834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -436842.687500 Penalty: 3985.176758
	Iteration 22Q: 3 clusters Score -436842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -436852.187500 Penalty: 3985.176758
	Iteration 23Q: 3 clusters Score -436852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -436861.625000 Penalty: 3985.176758
	Iteration 24Q: 3 clusters Score -436861.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -436863.000000 Penalty: 3985.176758
	Iteration 25Q: 3 clusters Score -436863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -436866.687500 Penalty: 3985.176758
	Iteration 26Q: 3 clusters Score -436866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -436869.593750 Penalty: 3985.176758
	Iteration 27Q: 3 clusters Score -436869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -436872.718750 Penalty: 3985.176758
	Iteration 28Q: 3 clusters Score -436872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -436874.343750 Penalty: 3985.176758
	Iteration 29Q: 3 clusters Score -436874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -436874.875000 Penalty: 3985.176758
	Iteration 30Q: 3 clusters Score -436874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -436874.875000 Penalty: 3985.176758
	Iteration 31F: 3 clusters Score -436874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (98251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Entering Unmasked Estep 
Score: -14550021.000000 Penalty: 2850.829590
	Iteration 0F: 2 clusters Score -1.455002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -14484104.000000 Penalty: 5701.659180
	Iteration 0F: 3 clusters Score -1.44841e+07 nChanged 46666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -14511306.000000 Penalty: 5701.659180
	Iteration 1F: 3 clusters Score -1.451131e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -14512820.000000 Penalty: 5701.659180
	Iteration 2Q: 3 clusters Score -1.451282e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -14514789.000000 Penalty: 5701.659180
	Iteration 3Q: 3 clusters Score -1.451479e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -14517460.000000 Penalty: 5701.659180
	Iteration 4F: 3 clusters Score -1.451746e+07 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -14520721.000000 Penalty: 5701.659180
	Iteration 5F: 3 clusters Score -1.452072e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -14524676.000000 Penalty: 5701.659180
	Iteration 6F: 3 clusters Score -1.452468e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -14528924.000000 Penalty: 5701.659180
	Iteration 7F: 3 clusters Score -1.452892e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70218 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -14532893.000000 Penalty: 5701.659180
	Iteration 8F: 3 clusters Score -1.453289e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -14536507.000000 Penalty: 5701.659180
	Iteration 9F: 3 clusters Score -1.453651e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -14539227.000000 Penalty: 5701.659180
	Iteration 10Q: 3 clusters Score -1.453923e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -14541422.000000 Penalty: 5701.659180
	Iteration 11Q: 3 clusters Score -1.454142e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -14543346.000000 Penalty: 5701.659180
	Iteration 12Q: 3 clusters Score -1.454335e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -14544945.000000 Penalty: 5701.659180
	Iteration 13Q: 3 clusters Score -1.454494e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -14546032.000000 Penalty: 5701.659180
	Iteration 14Q: 3 clusters Score -1.454603e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -14546647.000000 Penalty: 5701.659180
	Iteration 15Q: 3 clusters Score -1.454665e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -14547129.000000 Penalty: 5701.659180
	Iteration 16Q: 3 clusters Score -1.454713e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -14547486.000000 Penalty: 5701.659180
	Iteration 17Q: 3 clusters Score -1.454749e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92197 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -14547698.000000 Penalty: 5701.659180
	Iteration 18Q: 3 clusters Score -1.45477e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -14547883.000000 Penalty: 5701.659180
	Iteration 19Q: 3 clusters Score -1.454788e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -14547992.000000 Penalty: 5701.659180
	Iteration 20F: 3 clusters Score -1.454799e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -14548078.000000 Penalty: 5701.659180
	Iteration 21Q: 3 clusters Score -1.454808e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -14548104.000000 Penalty: 5701.659180
	Iteration 22Q: 3 clusters Score -1.45481e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -14548157.000000 Penalty: 5701.659180
	Iteration 23Q: 3 clusters Score -1.454816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94241 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -14548187.000000 Penalty: 5701.659180
	Iteration 24Q: 3 clusters Score -1.454819e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -14548225.000000 Penalty: 5701.659180
	Iteration 25Q: 3 clusters Score -1.454822e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94564 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -14548278.000000 Penalty: 5701.659180
	Iteration 26Q: 3 clusters Score -1.454828e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94688 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -14548302.000000 Penalty: 5701.659180
	Iteration 27Q: 3 clusters Score -1.45483e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -14548340.000000 Penalty: 5701.659180
	Iteration 28Q: 3 clusters Score -1.454834e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94841 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -14548348.000000 Penalty: 5701.659180
	Iteration 29Q: 3 clusters Score -1.454835e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -14548343.000000 Penalty: 5701.659180
	Iteration 30Q: 3 clusters Score -1.454834e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -14548345.000000 Penalty: 5701.659180
	Iteration 31Q: 3 clusters Score -1.454834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -14548362.000000 Penalty: 5701.659180
	Iteration 32Q: 3 clusters Score -1.454836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94999 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -14548391.000000 Penalty: 5701.659180
	Iteration 33Q: 3 clusters Score -1.454839e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -14548382.000000 Penalty: 5701.659180
	Iteration 34Q: 3 clusters Score -1.454838e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -14548371.000000 Penalty: 5701.659180
	Iteration 35Q: 3 clusters Score -1.454837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -14548386.000000 Penalty: 5701.659180
	Iteration 36Q: 3 clusters Score -1.454839e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95092 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -14548406.000000 Penalty: 5701.659180
	Iteration 37Q: 3 clusters Score -1.454841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -14548404.000000 Penalty: 5701.659180
	Iteration 38Q: 3 clusters Score -1.45484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95117 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -14548404.000000 Penalty: 5701.659180
	Iteration 39Q: 3 clusters Score -1.45484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95127 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14548399.000000 Penalty: 5701.659180
	Iteration 40F: 3 clusters Score -1.45484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -14548393.000000 Penalty: 5701.659180
	Iteration 41Q: 3 clusters Score -1.454839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -14548398.000000 Penalty: 5701.659180
	Iteration 42Q: 3 clusters Score -1.45484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14548403.000000 Penalty: 5701.659180
	Iteration 43Q: 3 clusters Score -1.45484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -14548405.000000 Penalty: 5701.659180
	Iteration 44Q: 3 clusters Score -1.45484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95154 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -14548422.000000 Penalty: 5701.659180
	Iteration 45Q: 3 clusters Score -1.454842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -14548414.000000 Penalty: 5701.659180
	Iteration 46Q: 3 clusters Score -1.454841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -14548423.000000 Penalty: 5701.659180
	Iteration 47Q: 3 clusters Score -1.454842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14548418.000000 Penalty: 5701.659180
	Iteration 48Q: 3 clusters Score -1.454842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14548416.000000 Penalty: 5701.659180
	Iteration 49Q: 3 clusters Score -1.454842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14548419.000000 Penalty: 5701.659180
	Iteration 50Q: 3 clusters Score -1.454842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95160 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14548419.000000 Penalty: 5701.659180
	Iteration 51F: 3 clusters Score -1.454842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Entering Unmasked Estep 
Score: -3411851.750000 Penalty: 2492.787354
	Iteration 0F: 2 clusters Score -3411852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3395763.750000 Penalty: 4985.574707
	Iteration 0F: 3 clusters Score -3395764 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -3402010.750000 Penalty: 4985.574707
	Iteration 1F: 3 clusters Score -3402011 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -3403424.750000 Penalty: 4985.574707
	Iteration 2F: 3 clusters Score -3403425 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3405185.750000 Penalty: 4985.574707
	Iteration 3F: 3 clusters Score -3405186 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3406772.000000 Penalty: 4985.574707
	Iteration 4F: 3 clusters Score -3406772 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3407771.500000 Penalty: 4985.574707
	Iteration 5F: 3 clusters Score -3407772 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -3408339.500000 Penalty: 4985.574707
	Iteration 6Q: 3 clusters Score -3408340 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3408676.750000 Penalty: 4985.574707
	Iteration 7Q: 3 clusters Score -3408677 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3408839.500000 Penalty: 4985.574707
	Iteration 8Q: 3 clusters Score -3408840 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3408970.500000 Penalty: 4985.574707
	Iteration 9Q: 3 clusters Score -3408970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -3409071.250000 Penalty: 4985.574707
	Iteration 10Q: 3 clusters Score -3409071 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3409164.000000 Penalty: 4985.574707
	Iteration 11Q: 3 clusters Score -3409164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3409255.000000 Penalty: 4985.574707
	Iteration 12Q: 3 clusters Score -3409255 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3409354.500000 Penalty: 4985.574707
	Iteration 13Q: 3 clusters Score -3409354 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3409413.000000 Penalty: 4985.574707
	Iteration 14Q: 3 clusters Score -3409413 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3409479.000000 Penalty: 4985.574707
	Iteration 15Q: 3 clusters Score -3409479 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3409562.500000 Penalty: 4985.574707
	Iteration 16Q: 3 clusters Score -3409562 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3409646.250000 Penalty: 4985.574707
	Iteration 17Q: 3 clusters Score -3409646 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3409717.250000 Penalty: 4985.574707
	Iteration 18Q: 3 clusters Score -3409717 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3409787.250000 Penalty: 4985.574707
	Iteration 19Q: 3 clusters Score -3409787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3409859.500000 Penalty: 4985.574707
	Iteration 20F: 3 clusters Score -3409860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3409914.000000 Penalty: 4985.574707
	Iteration 21Q: 3 clusters Score -3409914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3409939.000000 Penalty: 4985.574707
	Iteration 22Q: 3 clusters Score -3409939 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3409966.500000 Penalty: 4985.574707
	Iteration 23Q: 3 clusters Score -3409966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3410000.750000 Penalty: 4985.574707
	Iteration 24Q: 3 clusters Score -3410001 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3410018.250000 Penalty: 4985.574707
	Iteration 25Q: 3 clusters Score -3410018 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3410036.750000 Penalty: 4985.574707
	Iteration 26Q: 3 clusters Score -3410037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3410048.500000 Penalty: 4985.574707
	Iteration 27Q: 3 clusters Score -3410048 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3410069.250000 Penalty: 4985.574707
	Iteration 28Q: 3 clusters Score -3410069 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3410085.500000 Penalty: 4985.574707
	Iteration 29Q: 3 clusters Score -3410086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3410101.250000 Penalty: 4985.574707
	Iteration 30Q: 3 clusters Score -3410101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3410110.250000 Penalty: 4985.574707
	Iteration 31Q: 3 clusters Score -3410110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3410118.250000 Penalty: 4985.574707
	Iteration 32Q: 3 clusters Score -3410118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3410127.250000 Penalty: 4985.574707
	Iteration 33Q: 3 clusters Score -3410127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3410126.500000 Penalty: 4985.574707
	Iteration 34Q: 3 clusters Score -3410126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3410129.250000 Penalty: 4985.574707
	Iteration 35Q: 3 clusters Score -3410129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3410136.500000 Penalty: 4985.574707
	Iteration 36Q: 3 clusters Score -3410136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3410152.000000 Penalty: 4985.574707
	Iteration 37Q: 3 clusters Score -3410152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3410147.250000 Penalty: 4985.574707
	Iteration 38Q: 3 clusters Score -3410147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3410152.750000 Penalty: 4985.574707
	Iteration 39Q: 3 clusters Score -3410153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3410161.500000 Penalty: 4985.574707
	Iteration 40F: 3 clusters Score -3410162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3410158.500000 Penalty: 4985.574707
	Iteration 41Q: 3 clusters Score -3410158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3410166.250000 Penalty: 4985.574707
	Iteration 42Q: 3 clusters Score -3410166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3410170.250000 Penalty: 4985.574707
	Iteration 43Q: 3 clusters Score -3410170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3410176.750000 Penalty: 4985.574707
	Iteration 44Q: 3 clusters Score -3410177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3410176.750000 Penalty: 4985.574707
	Iteration 45Q: 3 clusters Score -3410177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3410179.000000 Penalty: 4985.574707
	Iteration 46Q: 3 clusters Score -3410179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3410178.500000 Penalty: 4985.574707
	Iteration 47Q: 3 clusters Score -3410178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3410181.000000 Penalty: 4985.574707
	Iteration 48Q: 3 clusters Score -3410181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3410181.500000 Penalty: 4985.574707
	Iteration 49Q: 3 clusters Score -3410182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3410179.250000 Penalty: 4985.574707
	Iteration 50Q: 3 clusters Score -3410179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3410185.750000 Penalty: 4985.574707
	Iteration 51Q: 3 clusters Score -3410186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3410185.500000 Penalty: 4985.574707
	Iteration 52Q: 3 clusters Score -3410186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3410189.750000 Penalty: 4985.574707
	Iteration 53Q: 3 clusters Score -3410190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3410189.750000 Penalty: 4985.574707
	Iteration 54F: 3 clusters Score -3410190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -396451.250000 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -396451.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -393245.468750 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -393245.5 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -394080.093750 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -394080.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -394532.093750 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -394532.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -395127.281250 Penalty: 3960.800049
	Iteration 3F: 3 clusters Score -395127.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -395478.093750 Penalty: 3960.800049
	Iteration 4F: 3 clusters Score -395478.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395697.906250 Penalty: 3960.800049
	Iteration 5F: 3 clusters Score -395697.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -395921.375000 Penalty: 3960.800049
	Iteration 6F: 3 clusters Score -395921.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -396140.437500 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -396140.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -396401.812500 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -396401.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -396610.468750 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -396610.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -396723.968750 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -396724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -396767.906250 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -396767.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -396797.468750 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -396797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -396817.843750 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -396817.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -396838.656250 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -396838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -396847.281250 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -396847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -396857.000000 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -396857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -396869.968750 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -396870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -396882.031250 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -396882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -396890.312500 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -396890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -396898.187500 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -396898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -396905.343750 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -396905.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -396910.750000 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -396910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -396913.562500 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -396913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -396918.406250 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -396918.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -396920.125000 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -396920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -396925.156250 Penalty: 3960.800049
	Iteration 26Q: 3 clusters Score -396925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -396932.125000 Penalty: 3960.800049
	Iteration 27Q: 3 clusters Score -396932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -396934.750000 Penalty: 3960.800049
	Iteration 28Q: 3 clusters Score -396934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -396935.843750 Penalty: 3960.800049
	Iteration 29Q: 3 clusters Score -396935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -396937.625000 Penalty: 3960.800049
	Iteration 30Q: 3 clusters Score -396937.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -396939.968750 Penalty: 3960.800049
	Iteration 31Q: 3 clusters Score -396940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -396940.031250 Penalty: 3960.800049
	Iteration 32Q: 3 clusters Score -396940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -396940.937500 Penalty: 3960.800049
	Iteration 33Q: 3 clusters Score -396940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -396943.156250 Penalty: 3960.800049
	Iteration 34Q: 3 clusters Score -396943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -396943.937500 Penalty: 3960.800049
	Iteration 35Q: 3 clusters Score -396943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -396945.875000 Penalty: 3960.800049
	Iteration 36Q: 3 clusters Score -396945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -396946.937500 Penalty: 3960.800049
	Iteration 37Q: 3 clusters Score -396946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -396949.531250 Penalty: 3960.800049
	Iteration 38Q: 3 clusters Score -396949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -396949.718750 Penalty: 3960.800049
	Iteration 39Q: 3 clusters Score -396949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -396951.343750 Penalty: 3960.800049
	Iteration 40F: 3 clusters Score -396951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -396951.937500 Penalty: 3960.800049
	Iteration 41Q: 3 clusters Score -396951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -396952.468750 Penalty: 3960.800049
	Iteration 42Q: 3 clusters Score -396952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -396953.468750 Penalty: 3960.800049
	Iteration 43Q: 3 clusters Score -396953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -396956.093750 Penalty: 3960.800049
	Iteration 44Q: 3 clusters Score -396956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -396959.031250 Penalty: 3960.800049
	Iteration 45Q: 3 clusters Score -396959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -396960.718750 Penalty: 3960.800049
	Iteration 46Q: 3 clusters Score -396960.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -396963.625000 Penalty: 3960.800049
	Iteration 47Q: 3 clusters Score -396963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -396965.031250 Penalty: 3960.800049
	Iteration 48Q: 3 clusters Score -396965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -396968.812500 Penalty: 3960.800049
	Iteration 49Q: 3 clusters Score -396968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -396969.968750 Penalty: 3960.800049
	Iteration 50Q: 3 clusters Score -396970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -396970.656250 Penalty: 3960.800049
	Iteration 51Q: 3 clusters Score -396970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -396970.656250 Penalty: 3960.800049
	Iteration 52F: 3 clusters Score -396970.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 586 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 2352 members 
Entering Unmasked Estep 
Score: -115061224.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115062192.000000 to -115061224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Entering Unmasked Estep 
Score: -1771323.625000 Penalty: 2328.614258
	Iteration 0F: 2 clusters Score -1771324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1762444.375000 Penalty: 4657.228516
	Iteration 0F: 3 clusters Score -1762444 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1765268.875000 Penalty: 4657.228516
	Iteration 1F: 3 clusters Score -1765269 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1765678.375000 Penalty: 4657.228516
	Iteration 2F: 3 clusters Score -1765678 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1766072.250000 Penalty: 4657.228516
	Iteration 3F: 3 clusters Score -1766072 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1766377.250000 Penalty: 4657.228516
	Iteration 4Q: 3 clusters Score -1766377 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1766618.000000 Penalty: 4657.228516
	Iteration 5Q: 3 clusters Score -1766618 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1766823.750000 Penalty: 4657.228516
	Iteration 6Q: 3 clusters Score -1766824 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1767010.000000 Penalty: 4657.228516
	Iteration 7Q: 3 clusters Score -1767010 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1767184.500000 Penalty: 4657.228516
	Iteration 8Q: 3 clusters Score -1767184 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1767335.000000 Penalty: 4657.228516
	Iteration 9Q: 3 clusters Score -1767335 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1767484.000000 Penalty: 4657.228516
	Iteration 10Q: 3 clusters Score -1767484 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1767607.875000 Penalty: 4657.228516
	Iteration 11Q: 3 clusters Score -1767608 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1767719.750000 Penalty: 4657.228516
	Iteration 12Q: 3 clusters Score -1767720 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1767829.375000 Penalty: 4657.228516
	Iteration 13Q: 3 clusters Score -1767829 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1767951.875000 Penalty: 4657.228516
	Iteration 14Q: 3 clusters Score -1767952 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1768064.625000 Penalty: 4657.228516
	Iteration 15Q: 3 clusters Score -1768065 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1768191.375000 Penalty: 4657.228516
	Iteration 16Q: 3 clusters Score -1768191 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1768321.125000 Penalty: 4657.228516
	Iteration 17Q: 3 clusters Score -1768321 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1768451.375000 Penalty: 4657.228516
	Iteration 18Q: 3 clusters Score -1768451 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1768583.000000 Penalty: 4657.228516
	Iteration 19Q: 3 clusters Score -1768583 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1768704.250000 Penalty: 4657.228516
	Iteration 20F: 3 clusters Score -1768704 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1768838.750000 Penalty: 4657.228516
	Iteration 21Q: 3 clusters Score -1768839 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1768992.375000 Penalty: 4657.228516
	Iteration 22Q: 3 clusters Score -1768992 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1769142.250000 Penalty: 4657.228516
	Iteration 23Q: 3 clusters Score -1769142 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1769265.250000 Penalty: 4657.228516
	Iteration 24Q: 3 clusters Score -1769265 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1769366.750000 Penalty: 4657.228516
	Iteration 25Q: 3 clusters Score -1769367 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1769474.500000 Penalty: 4657.228516
	Iteration 26Q: 3 clusters Score -1769474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1769561.750000 Penalty: 4657.228516
	Iteration 27Q: 3 clusters Score -1769562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1769620.750000 Penalty: 4657.228516
	Iteration 28Q: 3 clusters Score -1769621 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1769665.750000 Penalty: 4657.228516
	Iteration 29Q: 3 clusters Score -1769666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1769695.375000 Penalty: 4657.228516
	Iteration 30Q: 3 clusters Score -1769695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1769718.250000 Penalty: 4657.228516
	Iteration 31Q: 3 clusters Score -1769718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1769739.875000 Penalty: 4657.228516
	Iteration 32Q: 3 clusters Score -1769740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1769759.875000 Penalty: 4657.228516
	Iteration 33Q: 3 clusters Score -1769760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1769775.375000 Penalty: 4657.228516
	Iteration 34Q: 3 clusters Score -1769775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1769784.875000 Penalty: 4657.228516
	Iteration 35Q: 3 clusters Score -1769785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1769797.875000 Penalty: 4657.228516
	Iteration 36Q: 3 clusters Score -1769798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1769802.000000 Penalty: 4657.228516
	Iteration 37Q: 3 clusters Score -1769802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1769806.250000 Penalty: 4657.228516
	Iteration 38Q: 3 clusters Score -1769806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1769809.500000 Penalty: 4657.228516
	Iteration 39Q: 3 clusters Score -1769810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1769808.625000 Penalty: 4657.228516
	Iteration 40F: 3 clusters Score -1769809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1769813.375000 Penalty: 4657.228516
	Iteration 41Q: 3 clusters Score -1769813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1769814.500000 Penalty: 4657.228516
	Iteration 42Q: 3 clusters Score -1769814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1769818.500000 Penalty: 4657.228516
	Iteration 43Q: 3 clusters Score -1769818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1769817.750000 Penalty: 4657.228516
	Iteration 44Q: 3 clusters Score -1769818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1769819.000000 Penalty: 4657.228516
	Iteration 45Q: 3 clusters Score -1769819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1769823.375000 Penalty: 4657.228516
	Iteration 46Q: 3 clusters Score -1769823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1769826.375000 Penalty: 4657.228516
	Iteration 47Q: 3 clusters Score -1769826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1769825.750000 Penalty: 4657.228516
	Iteration 48Q: 3 clusters Score -1769826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1769832.625000 Penalty: 4657.228516
	Iteration 49Q: 3 clusters Score -1769833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1769834.750000 Penalty: 4657.228516
	Iteration 50Q: 3 clusters Score -1769835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1769838.125000 Penalty: 4657.228516
	Iteration 51Q: 3 clusters Score -1769838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1769837.750000 Penalty: 4657.228516
	Iteration 52Q: 3 clusters Score -1769838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1769837.625000 Penalty: 4657.228516
	Iteration 53Q: 3 clusters Score -1769838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1769837.625000 Penalty: 4657.228516
	Iteration 54F: 3 clusters Score -1769838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Entering Unmasked Estep 
Score: -12026831.000000 Penalty: 2801.912842
	Iteration 0F: 2 clusters Score -1.202683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -11972946.000000 Penalty: 5603.825684
	Iteration 0F: 3 clusters Score -1.197295e+07 nChanged 37663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -11993849.000000 Penalty: 5603.825684
	Iteration 1F: 3 clusters Score -1.199385e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -11994421.000000 Penalty: 5603.825684
	Iteration 2Q: 3 clusters Score -1.199442e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -11994948.000000 Penalty: 5603.825684
	Iteration 3Q: 3 clusters Score -1.199495e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -11995466.000000 Penalty: 5603.825684
	Iteration 4Q: 3 clusters Score -1.199547e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -11995978.000000 Penalty: 5603.825684
	Iteration 5Q: 3 clusters Score -1.199598e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -11996648.000000 Penalty: 5603.825684
	Iteration 6Q: 3 clusters Score -1.199665e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -11997702.000000 Penalty: 5603.825684
	Iteration 7Q: 3 clusters Score -1.19977e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -11999348.000000 Penalty: 5603.825684
	Iteration 8Q: 3 clusters Score -1.199935e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -12002255.000000 Penalty: 5603.825684
	Iteration 9F: 3 clusters Score -1.200226e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -12007178.000000 Penalty: 5603.825684
	Iteration 10F: 3 clusters Score -1.200718e+07 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68815 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -12013558.000000 Penalty: 5603.825684
	Iteration 11F: 3 clusters Score -1.201356e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -12019286.000000 Penalty: 5603.825684
	Iteration 12F: 3 clusters Score -1.201929e+07 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77947 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -12022658.000000 Penalty: 5603.825684
	Iteration 13Q: 3 clusters Score -1.202266e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -12024043.000000 Penalty: 5603.825684
	Iteration 14Q: 3 clusters Score -1.202404e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12024526.000000 Penalty: 5603.825684
	Iteration 15Q: 3 clusters Score -1.202453e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79982 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12024757.000000 Penalty: 5603.825684
	Iteration 16Q: 3 clusters Score -1.202476e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -12024847.000000 Penalty: 5603.825684
	Iteration 17Q: 3 clusters Score -1.202485e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -12024927.000000 Penalty: 5603.825684
	Iteration 18Q: 3 clusters Score -1.202493e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80080 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12024974.000000 Penalty: 5603.825684
	Iteration 19Q: 3 clusters Score -1.202497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -12025001.000000 Penalty: 5603.825684
	Iteration 20F: 3 clusters Score -1.2025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12025015.000000 Penalty: 5603.825684
	Iteration 21Q: 3 clusters Score -1.202502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12025022.000000 Penalty: 5603.825684
	Iteration 22Q: 3 clusters Score -1.202502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12025042.000000 Penalty: 5603.825684
	Iteration 23Q: 3 clusters Score -1.202504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12025039.000000 Penalty: 5603.825684
	Iteration 24Q: 3 clusters Score -1.202504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -12025036.000000 Penalty: 5603.825684
	Iteration 25Q: 3 clusters Score -1.202504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -12025044.000000 Penalty: 5603.825684
	Iteration 26Q: 3 clusters Score -1.202504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12025058.000000 Penalty: 5603.825684
	Iteration 27Q: 3 clusters Score -1.202506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12025058.000000 Penalty: 5603.825684
	Iteration 28F: 3 clusters Score -1.202506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Entering Unmasked Estep 
Score: -5868829.000000 Penalty: 2622.967773
	Iteration 0F: 2 clusters Score -5868829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5842163.500000 Penalty: 5245.935547
	Iteration 0F: 3 clusters Score -5842164 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5852135.000000 Penalty: 5245.935547
	Iteration 1F: 3 clusters Score -5852135 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -5852861.500000 Penalty: 5245.935547
	Iteration 2Q: 3 clusters Score -5852862 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -5853736.500000 Penalty: 5245.935547
	Iteration 3F: 3 clusters Score -5853736 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5855075.500000 Penalty: 5245.935547
	Iteration 4F: 3 clusters Score -5855076 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -5856916.000000 Penalty: 5245.935547
	Iteration 5F: 3 clusters Score -5856916 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -5859169.500000 Penalty: 5245.935547
	Iteration 6F: 3 clusters Score -5859170 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5861461.500000 Penalty: 5245.935547
	Iteration 7F: 3 clusters Score -5861462 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5863310.000000 Penalty: 5245.935547
	Iteration 8F: 3 clusters Score -5863310 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -5864705.500000 Penalty: 5245.935547
	Iteration 9Q: 3 clusters Score -5864706 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5865520.000000 Penalty: 5245.935547
	Iteration 10Q: 3 clusters Score -5865520 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5865957.500000 Penalty: 5245.935547
	Iteration 11Q: 3 clusters Score -5865958 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5866220.000000 Penalty: 5245.935547
	Iteration 12Q: 3 clusters Score -5866220 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5866362.000000 Penalty: 5245.935547
	Iteration 13Q: 3 clusters Score -5866362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5866429.500000 Penalty: 5245.935547
	Iteration 14Q: 3 clusters Score -5866430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5866490.000000 Penalty: 5245.935547
	Iteration 15Q: 3 clusters Score -5866490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5866533.500000 Penalty: 5245.935547
	Iteration 16Q: 3 clusters Score -5866534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5866555.500000 Penalty: 5245.935547
	Iteration 17Q: 3 clusters Score -5866556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5866570.500000 Penalty: 5245.935547
	Iteration 18Q: 3 clusters Score -5866570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5866581.500000 Penalty: 5245.935547
	Iteration 19Q: 3 clusters Score -5866582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5866597.000000 Penalty: 5245.935547
	Iteration 20F: 3 clusters Score -5866597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5866609.500000 Penalty: 5245.935547
	Iteration 21Q: 3 clusters Score -5866610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5866624.000000 Penalty: 5245.935547
	Iteration 22Q: 3 clusters Score -5866624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5866637.000000 Penalty: 5245.935547
	Iteration 23Q: 3 clusters Score -5866637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5866636.000000 Penalty: 5245.935547
	Iteration 24Q: 3 clusters Score -5866636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5866649.000000 Penalty: 5245.935547
	Iteration 25Q: 3 clusters Score -5866649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5866651.500000 Penalty: 5245.935547
	Iteration 26Q: 3 clusters Score -5866652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5866657.000000 Penalty: 5245.935547
	Iteration 27Q: 3 clusters Score -5866657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5866658.000000 Penalty: 5245.935547
	Iteration 28Q: 3 clusters Score -5866658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5866657.500000 Penalty: 5245.935547
	Iteration 29Q: 3 clusters Score -5866658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5866661.500000 Penalty: 5245.935547
	Iteration 30Q: 3 clusters Score -5866662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5866663.000000 Penalty: 5245.935547
	Iteration 31Q: 3 clusters Score -5866663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5866672.500000 Penalty: 5245.935547
	Iteration 32Q: 3 clusters Score -5866672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5866672.500000 Penalty: 5245.935547
	Iteration 33Q: 3 clusters Score -5866672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5866673.500000 Penalty: 5245.935547
	Iteration 34Q: 3 clusters Score -5866674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5866673.500000 Penalty: 5245.935547
	Iteration 35F: 3 clusters Score -5866674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -506554.625000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -506554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -502955.593750 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -502955.6 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -504287.500000 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -504287.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -505208.531250 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -505208.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -505932.593750 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -505932.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -506399.156250 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -506399.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -506681.000000 Penalty: 4063.652344
	Iteration 5F: 3 clusters Score -506681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -506825.093750 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -506825.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -506905.375000 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -506905.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -506936.375000 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -506936.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -506946.531250 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -506946.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -506957.062500 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -506957.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -506967.687500 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -506967.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -506975.562500 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -506975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -506983.531250 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -506983.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -506987.062500 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -506987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -506992.375000 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -506992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -506994.343750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -506994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -506997.750000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -506997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -506998.937500 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -506998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -506998.593750 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -506998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -506999.000000 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -506999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -507000.281250 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -507000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -507000.406250 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -507000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -507001.406250 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -507001.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -507003.281250 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -507003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -507005.187500 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -507005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -507006.531250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -507006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -507006.531250 Penalty: 4063.652344
	Iteration 27F: 3 clusters Score -507006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1519 members 
Entering Unmasked Estep 
Score: -115061480.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115062192.000000 to -115061480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (58797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Entering Unmasked Estep 
Score: -8252043.500000 Penalty: 2723.497803
	Iteration 0F: 2 clusters Score -8252044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -8212744.500000 Penalty: 5446.995605
	Iteration 0F: 3 clusters Score -8212744 nChanged 27109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8228484.500000 Penalty: 5446.995605
	Iteration 1F: 3 clusters Score -8228484 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -8229914.000000 Penalty: 5446.995605
	Iteration 2F: 3 clusters Score -8229914 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -8231552.500000 Penalty: 5446.995605
	Iteration 3F: 3 clusters Score -8231552 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -8233102.000000 Penalty: 5446.995605
	Iteration 4F: 3 clusters Score -8233102 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -8234521.500000 Penalty: 5446.995605
	Iteration 5F: 3 clusters Score -8234522 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -8235782.500000 Penalty: 5446.995605
	Iteration 6Q: 3 clusters Score -8235782 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -8236878.500000 Penalty: 5446.995605
	Iteration 7Q: 3 clusters Score -8236878 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -8237942.000000 Penalty: 5446.995605
	Iteration 8Q: 3 clusters Score -8237942 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -8238788.000000 Penalty: 5446.995605
	Iteration 9Q: 3 clusters Score -8238788 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -8239495.500000 Penalty: 5446.995605
	Iteration 10Q: 3 clusters Score -8239496 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -8240005.500000 Penalty: 5446.995605
	Iteration 11Q: 3 clusters Score -8240006 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -8240409.000000 Penalty: 5446.995605
	Iteration 12Q: 3 clusters Score -8240409 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8240675.500000 Penalty: 5446.995605
	Iteration 13Q: 3 clusters Score -8240676 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -8240851.500000 Penalty: 5446.995605
	Iteration 14Q: 3 clusters Score -8240852 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8241035.500000 Penalty: 5446.995605
	Iteration 15Q: 3 clusters Score -8241036 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -8241208.500000 Penalty: 5446.995605
	Iteration 16Q: 3 clusters Score -8241208 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -8241404.500000 Penalty: 5446.995605
	Iteration 17Q: 3 clusters Score -8241404 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -8241640.500000 Penalty: 5446.995605
	Iteration 18Q: 3 clusters Score -8241640 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -8241879.500000 Penalty: 5446.995605
	Iteration 19Q: 3 clusters Score -8241880 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8242208.000000 Penalty: 5446.995605
	Iteration 20F: 3 clusters Score -8242208 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -8242636.500000 Penalty: 5446.995605
	Iteration 21Q: 3 clusters Score -8242636 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8243162.500000 Penalty: 5446.995605
	Iteration 22Q: 3 clusters Score -8243162 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8243809.500000 Penalty: 5446.995605
	Iteration 23Q: 3 clusters Score -8243810 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8244554.000000 Penalty: 5446.995605
	Iteration 24Q: 3 clusters Score -8244554 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -8245348.500000 Penalty: 5446.995605
	Iteration 25Q: 3 clusters Score -8245348 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -8246212.000000 Penalty: 5446.995605
	Iteration 26Q: 3 clusters Score -8246212 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -8247068.500000 Penalty: 5446.995605
	Iteration 27Q: 3 clusters Score -8247068 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -8247938.000000 Penalty: 5446.995605
	Iteration 28Q: 3 clusters Score -8247938 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 51919 members 
Entering Unmasked Estep 
Score: -8248628.000000 Penalty: 5446.995605
	Iteration 29Q: 3 clusters Score -8248628 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -8249227.500000 Penalty: 5446.995605
	Iteration 30Q: 3 clusters Score -8249228 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -8249647.500000 Penalty: 5446.995605
	Iteration 31Q: 3 clusters Score -8249648 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -8249979.000000 Penalty: 5446.995605
	Iteration 32Q: 3 clusters Score -8249979 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 55262 members 
Entering Unmasked Estep 
Score: -8250238.000000 Penalty: 5446.995605
	Iteration 33Q: 3 clusters Score -8250238 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -8250387.500000 Penalty: 5446.995605
	Iteration 34Q: 3 clusters Score -8250388 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -8250533.000000 Penalty: 5446.995605
	Iteration 35Q: 3 clusters Score -8250533 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -8250642.500000 Penalty: 5446.995605
	Iteration 36Q: 3 clusters Score -8250642 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -8250740.500000 Penalty: 5446.995605
	Iteration 37Q: 3 clusters Score -8250740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -8250799.500000 Penalty: 5446.995605
	Iteration 38Q: 3 clusters Score -8250800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 56497 members 
Entering Unmasked Estep 
Score: -8250834.500000 Penalty: 5446.995605
	Iteration 39Q: 3 clusters Score -8250834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -8250862.000000 Penalty: 5446.995605
	Iteration 40F: 3 clusters Score -8250862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -8250893.000000 Penalty: 5446.995605
	Iteration 41Q: 3 clusters Score -8250893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 56674 members 
Entering Unmasked Estep 
Score: -8250932.500000 Penalty: 5446.995605
	Iteration 42Q: 3 clusters Score -8250932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -8250942.500000 Penalty: 5446.995605
	Iteration 43Q: 3 clusters Score -8250942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -8250958.000000 Penalty: 5446.995605
	Iteration 44Q: 3 clusters Score -8250958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -8250982.000000 Penalty: 5446.995605
	Iteration 45Q: 3 clusters Score -8250982 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -8251008.500000 Penalty: 5446.995605
	Iteration 46Q: 3 clusters Score -8251008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
Score: -8251012.000000 Penalty: 5446.995605
	Iteration 47Q: 3 clusters Score -8251012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -8251033.000000 Penalty: 5446.995605
	Iteration 48Q: 3 clusters Score -8251033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -8251033.500000 Penalty: 5446.995605
	Iteration 49Q: 3 clusters Score -8251034 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -8251034.000000 Penalty: 5446.995605
	Iteration 50Q: 3 clusters Score -8251034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -8251039.000000 Penalty: 5446.995605
	Iteration 51Q: 3 clusters Score -8251039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -8251041.000000 Penalty: 5446.995605
	Iteration 52Q: 3 clusters Score -8251041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -8251053.500000 Penalty: 5446.995605
	Iteration 53Q: 3 clusters Score -8251054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -8251061.000000 Penalty: 5446.995605
	Iteration 54Q: 3 clusters Score -8251061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -8251075.000000 Penalty: 5446.995605
	Iteration 55Q: 3 clusters Score -8251075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -8251067.000000 Penalty: 5446.995605
	Iteration 56Q: 3 clusters Score -8251067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 57056 members 
Entering Unmasked Estep 
Score: -8251069.500000 Penalty: 5446.995605
	Iteration 57Q: 3 clusters Score -8251070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -8251073.000000 Penalty: 5446.995605
	Iteration 58Q: 3 clusters Score -8251073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -8251080.500000 Penalty: 5446.995605
	Iteration 59Q: 3 clusters Score -8251080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -8251088.500000 Penalty: 5446.995605
	Iteration 60F: 3 clusters Score -8251088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 57080 members 
Entering Unmasked Estep 
Score: -8251076.500000 Penalty: 5446.995605
	Iteration 61Q: 3 clusters Score -8251076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -8251074.000000 Penalty: 5446.995605
	Iteration 62Q: 3 clusters Score -8251074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -8251081.500000 Penalty: 5446.995605
	Iteration 63Q: 3 clusters Score -8251082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -8251089.000000 Penalty: 5446.995605
	Iteration 64Q: 3 clusters Score -8251089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -8251083.000000 Penalty: 5446.995605
	Iteration 65Q: 3 clusters Score -8251083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 57117 members 
Entering Unmasked Estep 
Score: -8251099.500000 Penalty: 5446.995605
	Iteration 66Q: 3 clusters Score -8251100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -8251099.000000 Penalty: 5446.995605
	Iteration 67Q: 3 clusters Score -8251099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -8251105.500000 Penalty: 5446.995605
	Iteration 68Q: 3 clusters Score -8251106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -8251102.000000 Penalty: 5446.995605
	Iteration 69Q: 3 clusters Score -8251102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -8251107.500000 Penalty: 5446.995605
	Iteration 70Q: 3 clusters Score -8251108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 57144 members 
Entering Unmasked Estep 
Score: -8251117.500000 Penalty: 5446.995605
	Iteration 71Q: 3 clusters Score -8251118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -8251118.000000 Penalty: 5446.995605
	Iteration 72Q: 3 clusters Score -8251118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -8251124.000000 Penalty: 5446.995605
	Iteration 73Q: 3 clusters Score -8251124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -8251123.000000 Penalty: 5446.995605
	Iteration 74Q: 3 clusters Score -8251123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8251132.000000 Penalty: 5446.995605
	Iteration 75Q: 3 clusters Score -8251132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -8251127.500000 Penalty: 5446.995605
	Iteration 76Q: 3 clusters Score -8251128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -8251132.000000 Penalty: 5446.995605
	Iteration 77Q: 3 clusters Score -8251132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -8251131.500000 Penalty: 5446.995605
	Iteration 78Q: 3 clusters Score -8251132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -8251135.500000 Penalty: 5446.995605
	Iteration 79Q: 3 clusters Score -8251136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -8251134.500000 Penalty: 5446.995605
	Iteration 80F: 3 clusters Score -8251134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -8251129.000000 Penalty: 5446.995605
	Iteration 81Q: 3 clusters Score -8251129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -8251136.500000 Penalty: 5446.995605
	Iteration 82Q: 3 clusters Score -8251136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -8251132.500000 Penalty: 5446.995605
	Iteration 83Q: 3 clusters Score -8251132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -8251147.500000 Penalty: 5446.995605
	Iteration 84Q: 3 clusters Score -8251148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -8251155.500000 Penalty: 5446.995605
	Iteration 85Q: 3 clusters Score -8251156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -8251157.500000 Penalty: 5446.995605
	Iteration 86Q: 3 clusters Score -8251158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -8251166.500000 Penalty: 5446.995605
	Iteration 87Q: 3 clusters Score -8251166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -8251180.000000 Penalty: 5446.995605
	Iteration 88Q: 3 clusters Score -8251180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -8251201.500000 Penalty: 5446.995605
	Iteration 89Q: 3 clusters Score -8251202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -8251228.000000 Penalty: 5446.995605
	Iteration 90Q: 3 clusters Score -8251228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -8251251.000000 Penalty: 5446.995605
	Iteration 91Q: 3 clusters Score -8251251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -8251260.500000 Penalty: 5446.995605
	Iteration 92Q: 3 clusters Score -8251260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 57410 members 
Entering Unmasked Estep 
Score: -8251275.000000 Penalty: 5446.995605
	Iteration 93Q: 3 clusters Score -8251275 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -8251292.500000 Penalty: 5446.995605
	Iteration 94Q: 3 clusters Score -8251292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -8251313.000000 Penalty: 5446.995605
	Iteration 95Q: 3 clusters Score -8251313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 57469 members 
Entering Unmasked Estep 
Score: -8251325.000000 Penalty: 5446.995605
	Iteration 96Q: 3 clusters Score -8251325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -8251357.500000 Penalty: 5446.995605
	Iteration 97Q: 3 clusters Score -8251358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -8251400.500000 Penalty: 5446.995605
	Iteration 98Q: 3 clusters Score -8251400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -8251417.500000 Penalty: 5446.995605
	Iteration 99Q: 3 clusters Score -8251418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -8251453.500000 Penalty: 5446.995605
	Iteration 100F: 3 clusters Score -8251454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 57551 members 
Entering Unmasked Estep 
Score: -8251470.000000 Penalty: 5446.995605
	Iteration 101Q: 3 clusters Score -8251470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -8251482.000000 Penalty: 5446.995605
	Iteration 102Q: 3 clusters Score -8251482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -8251486.500000 Penalty: 5446.995605
	Iteration 103Q: 3 clusters Score -8251486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -8251493.500000 Penalty: 5446.995605
	Iteration 104Q: 3 clusters Score -8251494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -8251507.500000 Penalty: 5446.995605
	Iteration 105Q: 3 clusters Score -8251508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -8251504.500000 Penalty: 5446.995605
	Iteration 106Q: 3 clusters Score -8251504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -8251513.000000 Penalty: 5446.995605
	Iteration 107Q: 3 clusters Score -8251513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -8251519.500000 Penalty: 5446.995605
	Iteration 108Q: 3 clusters Score -8251520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -8251519.000000 Penalty: 5446.995605
	Iteration 109Q: 3 clusters Score -8251519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -8251521.500000 Penalty: 5446.995605
	Iteration 110Q: 3 clusters Score -8251522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -8251533.500000 Penalty: 5446.995605
	Iteration 111Q: 3 clusters Score -8251534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -8251532.500000 Penalty: 5446.995605
	Iteration 112Q: 3 clusters Score -8251532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -8251531.500000 Penalty: 5446.995605
	Iteration 113Q: 3 clusters Score -8251532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -8251526.500000 Penalty: 5446.995605
	Iteration 114Q: 3 clusters Score -8251526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -8251532.500000 Penalty: 5446.995605
	Iteration 115Q: 3 clusters Score -8251532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -8251530.500000 Penalty: 5446.995605
	Iteration 116Q: 3 clusters Score -8251530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -8251536.000000 Penalty: 5446.995605
	Iteration 117Q: 3 clusters Score -8251536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -8251537.000000 Penalty: 5446.995605
	Iteration 118Q: 3 clusters Score -8251537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -8251537.000000 Penalty: 5446.995605
	Iteration 119F: 3 clusters Score -8251537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -18009.207031 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -18009.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -17068.958984 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -17068.96 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -17531.812500 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -17531.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17746.302734 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -17746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -17800.746094 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -17800.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17831.826172 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -17831.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17831.826172 Penalty: 2714.246094
	Iteration 5F: 3 clusters Score -17831.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -445145.531250 Penalty: 1986.569214
	Iteration 0F: 2 clusters Score -445145.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -441863.062500 Penalty: 3973.138428
	Iteration 0F: 3 clusters Score -441863.1 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -442504.062500 Penalty: 3973.138428
	Iteration 1F: 3 clusters Score -442504.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -442673.250000 Penalty: 3973.138428
	Iteration 2F: 3 clusters Score -442673.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -442773.562500 Penalty: 3973.138428
	Iteration 3F: 3 clusters Score -442773.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -442852.718750 Penalty: 3973.138428
	Iteration 4Q: 3 clusters Score -442852.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -442916.375000 Penalty: 3973.138428
	Iteration 5Q: 3 clusters Score -442916.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -442971.093750 Penalty: 3973.138428
	Iteration 6Q: 3 clusters Score -442971.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -443021.906250 Penalty: 3973.138428
	Iteration 7Q: 3 clusters Score -443021.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -443073.406250 Penalty: 3973.138428
	Iteration 8Q: 3 clusters Score -443073.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -443132.250000 Penalty: 3973.138428
	Iteration 9Q: 3 clusters Score -443132.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -443182.875000 Penalty: 3973.138428
	Iteration 10Q: 3 clusters Score -443182.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -443224.187500 Penalty: 3973.138428
	Iteration 11Q: 3 clusters Score -443224.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -443289.906250 Penalty: 3973.138428
	Iteration 12Q: 3 clusters Score -443289.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -443354.250000 Penalty: 3973.138428
	Iteration 13Q: 3 clusters Score -443354.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -443411.531250 Penalty: 3973.138428
	Iteration 14Q: 3 clusters Score -443411.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -443475.281250 Penalty: 3973.138428
	Iteration 15Q: 3 clusters Score -443475.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -443534.531250 Penalty: 3973.138428
	Iteration 16Q: 3 clusters Score -443534.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -443595.531250 Penalty: 3973.138428
	Iteration 17Q: 3 clusters Score -443595.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -443659.218750 Penalty: 3973.138428
	Iteration 18Q: 3 clusters Score -443659.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -443728.093750 Penalty: 3973.138428
	Iteration 19Q: 3 clusters Score -443728.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -443795.250000 Penalty: 3973.138428
	Iteration 20F: 3 clusters Score -443795.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -443843.906250 Penalty: 3973.138428
	Iteration 21Q: 3 clusters Score -443843.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -443890.531250 Penalty: 3973.138428
	Iteration 22Q: 3 clusters Score -443890.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -443923.750000 Penalty: 3973.138428
	Iteration 23Q: 3 clusters Score -443923.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -443965.031250 Penalty: 3973.138428
	Iteration 24Q: 3 clusters Score -443965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -444015.375000 Penalty: 3973.138428
	Iteration 25Q: 3 clusters Score -444015.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -444074.218750 Penalty: 3973.138428
	Iteration 26Q: 3 clusters Score -444074.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -444125.781250 Penalty: 3973.138428
	Iteration 27Q: 3 clusters Score -444125.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -444172.312500 Penalty: 3973.138428
	Iteration 28Q: 3 clusters Score -444172.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -444213.750000 Penalty: 3973.138428
	Iteration 29Q: 3 clusters Score -444213.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -444240.687500 Penalty: 3973.138428
	Iteration 30Q: 3 clusters Score -444240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -444259.625000 Penalty: 3973.138428
	Iteration 31Q: 3 clusters Score -444259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -444269.000000 Penalty: 3973.138428
	Iteration 32Q: 3 clusters Score -444269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -444274.312500 Penalty: 3973.138428
	Iteration 33Q: 3 clusters Score -444274.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -444277.625000 Penalty: 3973.138428
	Iteration 34Q: 3 clusters Score -444277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -444279.000000 Penalty: 3973.138428
	Iteration 35Q: 3 clusters Score -444279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -444280.468750 Penalty: 3973.138428
	Iteration 36Q: 3 clusters Score -444280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -444280.875000 Penalty: 3973.138428
	Iteration 37Q: 3 clusters Score -444280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -444281.718750 Penalty: 3973.138428
	Iteration 38Q: 3 clusters Score -444281.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -444281.843750 Penalty: 3973.138428
	Iteration 39Q: 3 clusters Score -444281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -444281.843750 Penalty: 3973.138428
	Iteration 40F: 3 clusters Score -444281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Entering Unmasked Estep 
Score: -2261965.000000 Penalty: 2407.558838
	Iteration 0F: 2 clusters Score -2261965 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 8271 members 
Entering Unmasked Estep 
Score: -2250142.500000 Penalty: 4815.117676
	Iteration 0F: 3 clusters Score -2250142 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2254507.500000 Penalty: 4815.117676
	Iteration 1F: 3 clusters Score -2254508 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2255354.250000 Penalty: 4815.117676
	Iteration 2F: 3 clusters Score -2255354 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2256221.250000 Penalty: 4815.117676
	Iteration 3F: 3 clusters Score -2256221 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2257052.250000 Penalty: 4815.117676
	Iteration 4F: 3 clusters Score -2257052 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2257776.750000 Penalty: 4815.117676
	Iteration 5F: 3 clusters Score -2257777 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2258324.750000 Penalty: 4815.117676
	Iteration 6F: 3 clusters Score -2258325 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2258770.000000 Penalty: 4815.117676
	Iteration 7Q: 3 clusters Score -2258770 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2259091.500000 Penalty: 4815.117676
	Iteration 8Q: 3 clusters Score -2259092 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2259322.000000 Penalty: 4815.117676
	Iteration 9Q: 3 clusters Score -2259322 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2259485.250000 Penalty: 4815.117676
	Iteration 10Q: 3 clusters Score -2259485 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2259589.000000 Penalty: 4815.117676
	Iteration 11Q: 3 clusters Score -2259589 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2259655.500000 Penalty: 4815.117676
	Iteration 12Q: 3 clusters Score -2259656 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2259694.750000 Penalty: 4815.117676
	Iteration 13Q: 3 clusters Score -2259695 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2259753.500000 Penalty: 4815.117676
	Iteration 14Q: 3 clusters Score -2259754 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2259797.000000 Penalty: 4815.117676
	Iteration 15Q: 3 clusters Score -2259797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2259825.000000 Penalty: 4815.117676
	Iteration 16Q: 3 clusters Score -2259825 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2259853.750000 Penalty: 4815.117676
	Iteration 17Q: 3 clusters Score -2259854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2259882.250000 Penalty: 4815.117676
	Iteration 18Q: 3 clusters Score -2259882 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2259902.500000 Penalty: 4815.117676
	Iteration 19Q: 3 clusters Score -2259902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2259923.000000 Penalty: 4815.117676
	Iteration 20F: 3 clusters Score -2259923 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2259949.500000 Penalty: 4815.117676
	Iteration 21Q: 3 clusters Score -2259950 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2259964.500000 Penalty: 4815.117676
	Iteration 22Q: 3 clusters Score -2259964 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2259982.250000 Penalty: 4815.117676
	Iteration 23Q: 3 clusters Score -2259982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2259987.250000 Penalty: 4815.117676
	Iteration 24Q: 3 clusters Score -2259987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2259994.500000 Penalty: 4815.117676
	Iteration 25Q: 3 clusters Score -2259994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2260007.250000 Penalty: 4815.117676
	Iteration 26Q: 3 clusters Score -2260007 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2260016.000000 Penalty: 4815.117676
	Iteration 27Q: 3 clusters Score -2260016 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2260022.500000 Penalty: 4815.117676
	Iteration 28Q: 3 clusters Score -2260022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2260029.250000 Penalty: 4815.117676
	Iteration 29Q: 3 clusters Score -2260029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2260039.500000 Penalty: 4815.117676
	Iteration 30Q: 3 clusters Score -2260040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2260040.500000 Penalty: 4815.117676
	Iteration 31Q: 3 clusters Score -2260040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2260034.750000 Penalty: 4815.117676
	Iteration 32Q: 3 clusters Score -2260035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2260036.750000 Penalty: 4815.117676
	Iteration 33Q: 3 clusters Score -2260037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2260037.750000 Penalty: 4815.117676
	Iteration 34Q: 3 clusters Score -2260038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2260041.500000 Penalty: 4815.117676
	Iteration 35Q: 3 clusters Score -2260042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2260040.000000 Penalty: 4815.117676
	Iteration 36Q: 3 clusters Score -2260040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2260050.250000 Penalty: 4815.117676
	Iteration 37Q: 3 clusters Score -2260050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2260054.750000 Penalty: 4815.117676
	Iteration 38Q: 3 clusters Score -2260055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2260057.500000 Penalty: 4815.117676
	Iteration 39Q: 3 clusters Score -2260058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2260069.500000 Penalty: 4815.117676
	Iteration 40F: 3 clusters Score -2260070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2260076.500000 Penalty: 4815.117676
	Iteration 41Q: 3 clusters Score -2260076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2260082.750000 Penalty: 4815.117676
	Iteration 42Q: 3 clusters Score -2260083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2260085.500000 Penalty: 4815.117676
	Iteration 43Q: 3 clusters Score -2260086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2260091.750000 Penalty: 4815.117676
	Iteration 44Q: 3 clusters Score -2260092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2260090.750000 Penalty: 4815.117676
	Iteration 45Q: 3 clusters Score -2260091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2260100.250000 Penalty: 4815.117676
	Iteration 46Q: 3 clusters Score -2260100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2260107.250000 Penalty: 4815.117676
	Iteration 47Q: 3 clusters Score -2260107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2260115.250000 Penalty: 4815.117676
	Iteration 48Q: 3 clusters Score -2260115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2260121.000000 Penalty: 4815.117676
	Iteration 49Q: 3 clusters Score -2260121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2260126.000000 Penalty: 4815.117676
	Iteration 50Q: 3 clusters Score -2260126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2260137.500000 Penalty: 4815.117676
	Iteration 51Q: 3 clusters Score -2260138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2260141.500000 Penalty: 4815.117676
	Iteration 52Q: 3 clusters Score -2260142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2260158.000000 Penalty: 4815.117676
	Iteration 53Q: 3 clusters Score -2260158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2260161.500000 Penalty: 4815.117676
	Iteration 54Q: 3 clusters Score -2260162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2260166.750000 Penalty: 4815.117676
	Iteration 55Q: 3 clusters Score -2260167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2260185.250000 Penalty: 4815.117676
	Iteration 56Q: 3 clusters Score -2260185 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2260193.250000 Penalty: 4815.117676
	Iteration 57Q: 3 clusters Score -2260193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2260205.500000 Penalty: 4815.117676
	Iteration 58Q: 3 clusters Score -2260206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2260210.250000 Penalty: 4815.117676
	Iteration 59Q: 3 clusters Score -2260210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2260226.500000 Penalty: 4815.117676
	Iteration 60F: 3 clusters Score -2260226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2260242.500000 Penalty: 4815.117676
	Iteration 61Q: 3 clusters Score -2260242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2260254.000000 Penalty: 4815.117676
	Iteration 62Q: 3 clusters Score -2260254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2260270.250000 Penalty: 4815.117676
	Iteration 63Q: 3 clusters Score -2260270 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2260292.500000 Penalty: 4815.117676
	Iteration 64Q: 3 clusters Score -2260292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2260308.250000 Penalty: 4815.117676
	Iteration 65Q: 3 clusters Score -2260308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2260330.500000 Penalty: 4815.117676
	Iteration 66Q: 3 clusters Score -2260330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2260364.250000 Penalty: 4815.117676
	Iteration 67Q: 3 clusters Score -2260364 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2260396.250000 Penalty: 4815.117676
	Iteration 68Q: 3 clusters Score -2260396 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2260421.250000 Penalty: 4815.117676
	Iteration 69Q: 3 clusters Score -2260421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2260449.750000 Penalty: 4815.117676
	Iteration 70Q: 3 clusters Score -2260450 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2260477.250000 Penalty: 4815.117676
	Iteration 71Q: 3 clusters Score -2260477 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2260501.250000 Penalty: 4815.117676
	Iteration 72Q: 3 clusters Score -2260501 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2260527.750000 Penalty: 4815.117676
	Iteration 73Q: 3 clusters Score -2260528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2260556.500000 Penalty: 4815.117676
	Iteration 74Q: 3 clusters Score -2260556 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2260581.750000 Penalty: 4815.117676
	Iteration 75Q: 3 clusters Score -2260582 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2260621.000000 Penalty: 4815.117676
	Iteration 76Q: 3 clusters Score -2260621 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2260659.250000 Penalty: 4815.117676
	Iteration 77Q: 3 clusters Score -2260659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2260697.750000 Penalty: 4815.117676
	Iteration 78Q: 3 clusters Score -2260698 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2260733.000000 Penalty: 4815.117676
	Iteration 79Q: 3 clusters Score -2260733 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2260784.250000 Penalty: 4815.117676
	Iteration 80F: 3 clusters Score -2260784 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2260821.750000 Penalty: 4815.117676
	Iteration 81Q: 3 clusters Score -2260822 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2260861.750000 Penalty: 4815.117676
	Iteration 82Q: 3 clusters Score -2260862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2260911.750000 Penalty: 4815.117676
	Iteration 83Q: 3 clusters Score -2260912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2260969.000000 Penalty: 4815.117676
	Iteration 84Q: 3 clusters Score -2260969 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2261042.750000 Penalty: 4815.117676
	Iteration 85Q: 3 clusters Score -2261043 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -2261106.250000 Penalty: 4815.117676
	Iteration 86Q: 3 clusters Score -2261106 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2261173.250000 Penalty: 4815.117676
	Iteration 87Q: 3 clusters Score -2261173 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2261231.000000 Penalty: 4815.117676
	Iteration 88Q: 3 clusters Score -2261231 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2261314.250000 Penalty: 4815.117676
	Iteration 89Q: 3 clusters Score -2261314 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2261364.750000 Penalty: 4815.117676
	Iteration 90Q: 3 clusters Score -2261365 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2261418.750000 Penalty: 4815.117676
	Iteration 91Q: 3 clusters Score -2261419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2261466.500000 Penalty: 4815.117676
	Iteration 92Q: 3 clusters Score -2261466 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2261501.750000 Penalty: 4815.117676
	Iteration 93Q: 3 clusters Score -2261502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2261525.000000 Penalty: 4815.117676
	Iteration 94Q: 3 clusters Score -2261525 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2261557.250000 Penalty: 4815.117676
	Iteration 95Q: 3 clusters Score -2261557 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2261585.000000 Penalty: 4815.117676
	Iteration 96Q: 3 clusters Score -2261585 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2261609.250000 Penalty: 4815.117676
	Iteration 97Q: 3 clusters Score -2261609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2261638.250000 Penalty: 4815.117676
	Iteration 98Q: 3 clusters Score -2261638 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2261650.000000 Penalty: 4815.117676
	Iteration 99Q: 3 clusters Score -2261650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2261669.250000 Penalty: 4815.117676
	Iteration 100F: 3 clusters Score -2261669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2261690.000000 Penalty: 4815.117676
	Iteration 101Q: 3 clusters Score -2261690 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2261705.750000 Penalty: 4815.117676
	Iteration 102Q: 3 clusters Score -2261706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2261715.750000 Penalty: 4815.117676
	Iteration 103Q: 3 clusters Score -2261716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2261732.750000 Penalty: 4815.117676
	Iteration 104Q: 3 clusters Score -2261733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2261736.750000 Penalty: 4815.117676
	Iteration 105Q: 3 clusters Score -2261737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2261747.500000 Penalty: 4815.117676
	Iteration 106Q: 3 clusters Score -2261748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2261760.500000 Penalty: 4815.117676
	Iteration 107Q: 3 clusters Score -2261760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2261767.500000 Penalty: 4815.117676
	Iteration 108Q: 3 clusters Score -2261768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2261779.000000 Penalty: 4815.117676
	Iteration 109Q: 3 clusters Score -2261779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2261783.500000 Penalty: 4815.117676
	Iteration 110Q: 3 clusters Score -2261784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2261792.750000 Penalty: 4815.117676
	Iteration 111Q: 3 clusters Score -2261793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2261794.250000 Penalty: 4815.117676
	Iteration 112Q: 3 clusters Score -2261794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2261802.000000 Penalty: 4815.117676
	Iteration 113Q: 3 clusters Score -2261802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2261800.000000 Penalty: 4815.117676
	Iteration 114Q: 3 clusters Score -2261800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2261799.750000 Penalty: 4815.117676
	Iteration 115Q: 3 clusters Score -2261800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2261807.750000 Penalty: 4815.117676
	Iteration 116Q: 3 clusters Score -2261808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2261805.000000 Penalty: 4815.117676
	Iteration 117Q: 3 clusters Score -2261805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2261802.500000 Penalty: 4815.117676
	Iteration 118Q: 3 clusters Score -2261802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2261806.500000 Penalty: 4815.117676
	Iteration 119Q: 3 clusters Score -2261806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2261808.000000 Penalty: 4815.117676
	Iteration 120F: 3 clusters Score -2261808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2261808.250000 Penalty: 4815.117676
	Iteration 121Q: 3 clusters Score -2261808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2261805.750000 Penalty: 4815.117676
	Iteration 122Q: 3 clusters Score -2261806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2261809.500000 Penalty: 4815.117676
	Iteration 123Q: 3 clusters Score -2261810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2261811.500000 Penalty: 4815.117676
	Iteration 124Q: 3 clusters Score -2261812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2261816.250000 Penalty: 4815.117676
	Iteration 125Q: 3 clusters Score -2261816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2261818.750000 Penalty: 4815.117676
	Iteration 126Q: 3 clusters Score -2261819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2261821.000000 Penalty: 4815.117676
	Iteration 127Q: 3 clusters Score -2261821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2261820.750000 Penalty: 4815.117676
	Iteration 128Q: 3 clusters Score -2261821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2261825.250000 Penalty: 4815.117676
	Iteration 129Q: 3 clusters Score -2261825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2261824.500000 Penalty: 4815.117676
	Iteration 130Q: 3 clusters Score -2261824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2261825.500000 Penalty: 4815.117676
	Iteration 131Q: 3 clusters Score -2261826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2261824.500000 Penalty: 4815.117676
	Iteration 132Q: 3 clusters Score -2261824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2261824.250000 Penalty: 4815.117676
	Iteration 133Q: 3 clusters Score -2261824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2261823.000000 Penalty: 4815.117676
	Iteration 134Q: 3 clusters Score -2261823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2261829.000000 Penalty: 4815.117676
	Iteration 135Q: 3 clusters Score -2261829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2261828.750000 Penalty: 4815.117676
	Iteration 136Q: 3 clusters Score -2261829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2261829.750000 Penalty: 4815.117676
	Iteration 137Q: 3 clusters Score -2261830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2261837.000000 Penalty: 4815.117676
	Iteration 138Q: 3 clusters Score -2261837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2261835.750000 Penalty: 4815.117676
	Iteration 139Q: 3 clusters Score -2261836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2261836.750000 Penalty: 4815.117676
	Iteration 140F: 3 clusters Score -2261837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2261837.000000 Penalty: 4815.117676
	Iteration 141Q: 3 clusters Score -2261837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2261840.250000 Penalty: 4815.117676
	Iteration 142Q: 3 clusters Score -2261840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2261840.250000 Penalty: 4815.117676
	Iteration 143F: 3 clusters Score -2261840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -46025.316406 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -46025.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44728.128906 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -44728.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44893.988281 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -44893.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44989.589844 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -44989.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45037.269531 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -45037.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45071.679688 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -45071.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45105.089844 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -45105.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45191.742188 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -45191.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45290.378906 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -45290.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45392.468750 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -45392.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45452.605469 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -45452.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45500.703125 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -45500.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45542.894531 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -45542.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45572.589844 Penalty: 2937.102783
	Iteration 12Q: 3 clusters Score -45572.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45601.304688 Penalty: 2937.102783
	Iteration 13Q: 3 clusters Score -45601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45647.320312 Penalty: 2937.102783
	Iteration 14Q: 3 clusters Score -45647.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45749.792969 Penalty: 2937.102783
	Iteration 15Q: 3 clusters Score -45749.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45915.097656 Penalty: 2937.102783
	Iteration 16Q: 3 clusters Score -45915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45980.503906 Penalty: 2937.102783
	Iteration 17Q: 3 clusters Score -45980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46064.894531 Penalty: 2937.102783
	Iteration 18Q: 3 clusters Score -46064.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46119.156250 Penalty: 2937.102783
	Iteration 19Q: 3 clusters Score -46119.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46163.863281 Penalty: 2937.102783
	Iteration 20F: 3 clusters Score -46163.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46167.843750 Penalty: 2937.102783
	Iteration 21Q: 3 clusters Score -46167.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46167.843750 Penalty: 2937.102783
	Iteration 22F: 3 clusters Score -46167.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 128 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 245 members 
Entering Unmasked Estep 
Score: -115060536.000000 Penalty: 158475.468750
Splitting cluster 31 changes total score from -115062192.000000 to -115060536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -1106818.375000 Penalty: 2215.254395
	Iteration 0F: 2 clusters Score -1106818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1100677.500000 Penalty: 4430.508789
	Iteration 0F: 3 clusters Score -1100678 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1102376.500000 Penalty: 4430.508789
	Iteration 1F: 3 clusters Score -1102376 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1102721.500000 Penalty: 4430.508789
	Iteration 2F: 3 clusters Score -1102722 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1103031.125000 Penalty: 4430.508789
	Iteration 3F: 3 clusters Score -1103031 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1103352.375000 Penalty: 4430.508789
	Iteration 4F: 3 clusters Score -1103352 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1103678.750000 Penalty: 4430.508789
	Iteration 5F: 3 clusters Score -1103679 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1104017.625000 Penalty: 4430.508789
	Iteration 6F: 3 clusters Score -1104018 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1104285.375000 Penalty: 4430.508789
	Iteration 7F: 3 clusters Score -1104285 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1104484.375000 Penalty: 4430.508789
	Iteration 8Q: 3 clusters Score -1104484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1104647.875000 Penalty: 4430.508789
	Iteration 9Q: 3 clusters Score -1104648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1104788.500000 Penalty: 4430.508789
	Iteration 10Q: 3 clusters Score -1104788 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1104872.125000 Penalty: 4430.508789
	Iteration 11Q: 3 clusters Score -1104872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1104928.375000 Penalty: 4430.508789
	Iteration 12Q: 3 clusters Score -1104928 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1104971.875000 Penalty: 4430.508789
	Iteration 13Q: 3 clusters Score -1104972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1105001.125000 Penalty: 4430.508789
	Iteration 14Q: 3 clusters Score -1105001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1105025.250000 Penalty: 4430.508789
	Iteration 15Q: 3 clusters Score -1105025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1105045.750000 Penalty: 4430.508789
	Iteration 16Q: 3 clusters Score -1105046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1105057.375000 Penalty: 4430.508789
	Iteration 17Q: 3 clusters Score -1105057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1105065.375000 Penalty: 4430.508789
	Iteration 18Q: 3 clusters Score -1105065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1105076.875000 Penalty: 4430.508789
	Iteration 19Q: 3 clusters Score -1105077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1105088.750000 Penalty: 4430.508789
	Iteration 20F: 3 clusters Score -1105089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1105096.000000 Penalty: 4430.508789
	Iteration 21Q: 3 clusters Score -1105096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1105101.000000 Penalty: 4430.508789
	Iteration 22Q: 3 clusters Score -1105101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1105104.500000 Penalty: 4430.508789
	Iteration 23Q: 3 clusters Score -1105104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1105110.500000 Penalty: 4430.508789
	Iteration 24Q: 3 clusters Score -1105110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1105119.000000 Penalty: 4430.508789
	Iteration 25Q: 3 clusters Score -1105119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1105122.125000 Penalty: 4430.508789
	Iteration 26Q: 3 clusters Score -1105122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1105125.500000 Penalty: 4430.508789
	Iteration 27Q: 3 clusters Score -1105126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1105127.500000 Penalty: 4430.508789
	Iteration 28Q: 3 clusters Score -1105128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1105128.125000 Penalty: 4430.508789
	Iteration 29Q: 3 clusters Score -1105128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1105126.625000 Penalty: 4430.508789
	Iteration 30Q: 3 clusters Score -1105127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1105126.625000 Penalty: 4430.508789
	Iteration 31F: 3 clusters Score -1105127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -913294.687500 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -913294.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -907837.562500 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -907837.6 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -909597.687500 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -909597.7 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -910228.250000 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -910228.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -910889.562500 Penalty: 4345.651367
	Iteration 3F: 3 clusters Score -910889.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -911450.500000 Penalty: 4345.651367
	Iteration 4F: 3 clusters Score -911450.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -911822.250000 Penalty: 4345.651367
	Iteration 5F: 3 clusters Score -911822.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -912042.312500 Penalty: 4345.651367
	Iteration 6Q: 3 clusters Score -912042.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -912171.875000 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -912171.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -912245.562500 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -912245.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -912292.000000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -912292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -912319.125000 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -912319.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -912335.125000 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -912335.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -912347.500000 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -912347.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -912352.000000 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -912352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -912359.625000 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -912359.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -912362.437500 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -912362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -912369.250000 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -912369.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -912369.625000 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -912369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -912370.875000 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -912370.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -912375.062500 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -912375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -912375.187500 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -912375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -912374.375000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -912374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -912373.687500 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -912373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -912374.812500 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -912374.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -912376.750000 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -912376.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -912375.937500 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -912375.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -912376.625000 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -912376.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -912377.562500 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -912377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -912379.500000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -912379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -912380.750000 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -912380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -912381.687500 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -912381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -912382.562500 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -912382.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -912382.125000 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -912382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -912384.125000 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -912384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -912383.437500 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -912383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -912385.500000 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -912385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -912385.500000 Penalty: 4345.651367
	Iteration 36F: 3 clusters Score -912385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Entering Unmasked Estep 
Score: -4820732.000000 Penalty: 2575.683594
	Iteration 0F: 2 clusters Score -4820732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -4798726.500000 Penalty: 5151.367188
	Iteration 0F: 3 clusters Score -4798726 nChanged 14585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -4806619.500000 Penalty: 5151.367188
	Iteration 1F: 3 clusters Score -4806620 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -4807358.500000 Penalty: 5151.367188
	Iteration 2F: 3 clusters Score -4807358 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4808243.500000 Penalty: 5151.367188
	Iteration 3F: 3 clusters Score -4808244 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4809392.500000 Penalty: 5151.367188
	Iteration 4F: 3 clusters Score -4809392 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4810692.000000 Penalty: 5151.367188
	Iteration 5F: 3 clusters Score -4810692 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4812101.500000 Penalty: 5151.367188
	Iteration 6F: 3 clusters Score -4812102 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4813575.000000 Penalty: 5151.367188
	Iteration 7F: 3 clusters Score -4813575 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4814936.500000 Penalty: 5151.367188
	Iteration 8F: 3 clusters Score -4814936 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4816098.000000 Penalty: 5151.367188
	Iteration 9Q: 3 clusters Score -4816098 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4816979.500000 Penalty: 5151.367188
	Iteration 10Q: 3 clusters Score -4816980 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -4817552.500000 Penalty: 5151.367188
	Iteration 11Q: 3 clusters Score -4817552 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4817910.500000 Penalty: 5151.367188
	Iteration 12Q: 3 clusters Score -4817910 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4818139.500000 Penalty: 5151.367188
	Iteration 13Q: 3 clusters Score -4818140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4818279.500000 Penalty: 5151.367188
	Iteration 14Q: 3 clusters Score -4818280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4818343.000000 Penalty: 5151.367188
	Iteration 15Q: 3 clusters Score -4818343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4818387.500000 Penalty: 5151.367188
	Iteration 16Q: 3 clusters Score -4818388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -4818417.500000 Penalty: 5151.367188
	Iteration 17Q: 3 clusters Score -4818418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4818445.000000 Penalty: 5151.367188
	Iteration 18Q: 3 clusters Score -4818445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4818475.500000 Penalty: 5151.367188
	Iteration 19Q: 3 clusters Score -4818476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4818495.500000 Penalty: 5151.367188
	Iteration 20F: 3 clusters Score -4818496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4818500.000000 Penalty: 5151.367188
	Iteration 21Q: 3 clusters Score -4818500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4818500.000000 Penalty: 5151.367188
	Iteration 22Q: 3 clusters Score -4818500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4818501.000000 Penalty: 5151.367188
	Iteration 23Q: 3 clusters Score -4818501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4818500.000000 Penalty: 5151.367188
	Iteration 24Q: 3 clusters Score -4818500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4818506.500000 Penalty: 5151.367188
	Iteration 25Q: 3 clusters Score -4818506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4818511.000000 Penalty: 5151.367188
	Iteration 26Q: 3 clusters Score -4818511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -4818514.500000 Penalty: 5151.367188
	Iteration 27Q: 3 clusters Score -4818514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4818514.000000 Penalty: 5151.367188
	Iteration 28Q: 3 clusters Score -4818514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4818514.500000 Penalty: 5151.367188
	Iteration 29Q: 3 clusters Score -4818514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4818518.500000 Penalty: 5151.367188
	Iteration 30Q: 3 clusters Score -4818518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4818523.000000 Penalty: 5151.367188
	Iteration 31Q: 3 clusters Score -4818523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4818523.000000 Penalty: 5151.367188
	Iteration 32F: 3 clusters Score -4818523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Entering Unmasked Estep 
Score: -1566028.625000 Penalty: 2302.307373
	Iteration 0F: 2 clusters Score -1566029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1557937.750000 Penalty: 4604.614746
	Iteration 0F: 3 clusters Score -1557938 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1560717.750000 Penalty: 4604.614746
	Iteration 1F: 3 clusters Score -1560718 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1561333.375000 Penalty: 4604.614746
	Iteration 2F: 3 clusters Score -1561333 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1561923.625000 Penalty: 4604.614746
	Iteration 3F: 3 clusters Score -1561924 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1562533.000000 Penalty: 4604.614746
	Iteration 4F: 3 clusters Score -1562533 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1563073.875000 Penalty: 4604.614746
	Iteration 5F: 3 clusters Score -1563074 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1563482.625000 Penalty: 4604.614746
	Iteration 6F: 3 clusters Score -1563483 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1563758.125000 Penalty: 4604.614746
	Iteration 7Q: 3 clusters Score -1563758 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1563967.375000 Penalty: 4604.614746
	Iteration 8Q: 3 clusters Score -1563967 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1564107.375000 Penalty: 4604.614746
	Iteration 9Q: 3 clusters Score -1564107 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1564197.750000 Penalty: 4604.614746
	Iteration 10Q: 3 clusters Score -1564198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1564257.375000 Penalty: 4604.614746
	Iteration 11Q: 3 clusters Score -1564257 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1564311.750000 Penalty: 4604.614746
	Iteration 12Q: 3 clusters Score -1564312 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1564350.375000 Penalty: 4604.614746
	Iteration 13Q: 3 clusters Score -1564350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1564384.750000 Penalty: 4604.614746
	Iteration 14Q: 3 clusters Score -1564385 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1564407.250000 Penalty: 4604.614746
	Iteration 15Q: 3 clusters Score -1564407 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1564429.625000 Penalty: 4604.614746
	Iteration 16Q: 3 clusters Score -1564430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1564453.125000 Penalty: 4604.614746
	Iteration 17Q: 3 clusters Score -1564453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1564472.125000 Penalty: 4604.614746
	Iteration 18Q: 3 clusters Score -1564472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1564479.000000 Penalty: 4604.614746
	Iteration 19Q: 3 clusters Score -1564479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1564484.750000 Penalty: 4604.614746
	Iteration 20F: 3 clusters Score -1564485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1564499.500000 Penalty: 4604.614746
	Iteration 21Q: 3 clusters Score -1564500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1564506.000000 Penalty: 4604.614746
	Iteration 22Q: 3 clusters Score -1564506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1564505.500000 Penalty: 4604.614746
	Iteration 23Q: 3 clusters Score -1564506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1564504.250000 Penalty: 4604.614746
	Iteration 24Q: 3 clusters Score -1564504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1564510.625000 Penalty: 4604.614746
	Iteration 25Q: 3 clusters Score -1564511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1564517.625000 Penalty: 4604.614746
	Iteration 26Q: 3 clusters Score -1564518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1564518.625000 Penalty: 4604.614746
	Iteration 27Q: 3 clusters Score -1564519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1564521.500000 Penalty: 4604.614746
	Iteration 28Q: 3 clusters Score -1564522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1564525.000000 Penalty: 4604.614746
	Iteration 29Q: 3 clusters Score -1564525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1564530.125000 Penalty: 4604.614746
	Iteration 30Q: 3 clusters Score -1564530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1564537.500000 Penalty: 4604.614746
	Iteration 31Q: 3 clusters Score -1564538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1564542.500000 Penalty: 4604.614746
	Iteration 32Q: 3 clusters Score -1564542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1564548.500000 Penalty: 4604.614746
	Iteration 33Q: 3 clusters Score -1564548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1564560.125000 Penalty: 4604.614746
	Iteration 34Q: 3 clusters Score -1564560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1564573.625000 Penalty: 4604.614746
	Iteration 35Q: 3 clusters Score -1564574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1564591.250000 Penalty: 4604.614746
	Iteration 36Q: 3 clusters Score -1564591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1564607.625000 Penalty: 4604.614746
	Iteration 37Q: 3 clusters Score -1564608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1564627.500000 Penalty: 4604.614746
	Iteration 38Q: 3 clusters Score -1564628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1564657.375000 Penalty: 4604.614746
	Iteration 39Q: 3 clusters Score -1564657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1564700.500000 Penalty: 4604.614746
	Iteration 40F: 3 clusters Score -1564700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1564769.000000 Penalty: 4604.614746
	Iteration 41Q: 3 clusters Score -1564769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1564848.500000 Penalty: 4604.614746
	Iteration 42Q: 3 clusters Score -1564848 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1564908.125000 Penalty: 4604.614746
	Iteration 43Q: 3 clusters Score -1564908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1564944.875000 Penalty: 4604.614746
	Iteration 44Q: 3 clusters Score -1564945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1564962.750000 Penalty: 4604.614746
	Iteration 45Q: 3 clusters Score -1564963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1564980.625000 Penalty: 4604.614746
	Iteration 46Q: 3 clusters Score -1564981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1564989.250000 Penalty: 4604.614746
	Iteration 47Q: 3 clusters Score -1564989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1564990.750000 Penalty: 4604.614746
	Iteration 48Q: 3 clusters Score -1564991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1564997.500000 Penalty: 4604.614746
	Iteration 49Q: 3 clusters Score -1564998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1565004.625000 Penalty: 4604.614746
	Iteration 50Q: 3 clusters Score -1565005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1565004.875000 Penalty: 4604.614746
	Iteration 51Q: 3 clusters Score -1565005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1565006.125000 Penalty: 4604.614746
	Iteration 52Q: 3 clusters Score -1565006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1565008.125000 Penalty: 4604.614746
	Iteration 53Q: 3 clusters Score -1565008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1565016.750000 Penalty: 4604.614746
	Iteration 54Q: 3 clusters Score -1565017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1565013.875000 Penalty: 4604.614746
	Iteration 55Q: 3 clusters Score -1565014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1565016.875000 Penalty: 4604.614746
	Iteration 56Q: 3 clusters Score -1565017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1565016.500000 Penalty: 4604.614746
	Iteration 57Q: 3 clusters Score -1565016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1565019.000000 Penalty: 4604.614746
	Iteration 58Q: 3 clusters Score -1565019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1565019.000000 Penalty: 4604.614746
	Iteration 59F: 3 clusters Score -1565019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Entering Unmasked Estep 
Score: -4288647.000000 Penalty: 2545.832520
	Iteration 0F: 2 clusters Score -4288647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4268855.000000 Penalty: 5091.665039
	Iteration 0F: 3 clusters Score -4268855 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -4276167.500000 Penalty: 5091.665039
	Iteration 1F: 3 clusters Score -4276168 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -4276780.500000 Penalty: 5091.665039
	Iteration 2F: 3 clusters Score -4276780 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4277281.500000 Penalty: 5091.665039
	Iteration 3Q: 3 clusters Score -4277282 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4277777.000000 Penalty: 5091.665039
	Iteration 4Q: 3 clusters Score -4277777 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4278317.500000 Penalty: 5091.665039
	Iteration 5Q: 3 clusters Score -4278318 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4278958.500000 Penalty: 5091.665039
	Iteration 6Q: 3 clusters Score -4278958 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4279754.500000 Penalty: 5091.665039
	Iteration 7Q: 3 clusters Score -4279754 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4280626.000000 Penalty: 5091.665039
	Iteration 8F: 3 clusters Score -4280626 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -4281625.500000 Penalty: 5091.665039
	Iteration 9F: 3 clusters Score -4281626 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -4282648.000000 Penalty: 5091.665039
	Iteration 10F: 3 clusters Score -4282648 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4283628.000000 Penalty: 5091.665039
	Iteration 11Q: 3 clusters Score -4283628 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4284596.500000 Penalty: 5091.665039
	Iteration 12Q: 3 clusters Score -4284596 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4285338.500000 Penalty: 5091.665039
	Iteration 13Q: 3 clusters Score -4285338 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4285828.500000 Penalty: 5091.665039
	Iteration 14Q: 3 clusters Score -4285828 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4286122.000000 Penalty: 5091.665039
	Iteration 15Q: 3 clusters Score -4286122 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4286280.500000 Penalty: 5091.665039
	Iteration 16Q: 3 clusters Score -4286280 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4286389.000000 Penalty: 5091.665039
	Iteration 17Q: 3 clusters Score -4286389 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4286475.000000 Penalty: 5091.665039
	Iteration 18Q: 3 clusters Score -4286475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4286510.000000 Penalty: 5091.665039
	Iteration 19Q: 3 clusters Score -4286510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4286540.500000 Penalty: 5091.665039
	Iteration 20F: 3 clusters Score -4286540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4286572.000000 Penalty: 5091.665039
	Iteration 21Q: 3 clusters Score -4286572 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4286621.000000 Penalty: 5091.665039
	Iteration 22Q: 3 clusters Score -4286621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4286674.500000 Penalty: 5091.665039
	Iteration 23Q: 3 clusters Score -4286674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4286718.000000 Penalty: 5091.665039
	Iteration 24Q: 3 clusters Score -4286718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4286734.000000 Penalty: 5091.665039
	Iteration 25Q: 3 clusters Score -4286734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4286747.500000 Penalty: 5091.665039
	Iteration 26Q: 3 clusters Score -4286748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4286753.500000 Penalty: 5091.665039
	Iteration 27Q: 3 clusters Score -4286754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4286756.500000 Penalty: 5091.665039
	Iteration 28Q: 3 clusters Score -4286756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4286763.500000 Penalty: 5091.665039
	Iteration 29Q: 3 clusters Score -4286764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4286768.000000 Penalty: 5091.665039
	Iteration 30Q: 3 clusters Score -4286768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4286771.500000 Penalty: 5091.665039
	Iteration 31Q: 3 clusters Score -4286772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4286776.500000 Penalty: 5091.665039
	Iteration 32Q: 3 clusters Score -4286776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4286779.500000 Penalty: 5091.665039
	Iteration 33Q: 3 clusters Score -4286780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4286782.500000 Penalty: 5091.665039
	Iteration 34Q: 3 clusters Score -4286782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4286788.500000 Penalty: 5091.665039
	Iteration 35Q: 3 clusters Score -4286788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4286790.500000 Penalty: 5091.665039
	Iteration 36Q: 3 clusters Score -4286790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4286792.000000 Penalty: 5091.665039
	Iteration 37Q: 3 clusters Score -4286792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4286795.500000 Penalty: 5091.665039
	Iteration 38Q: 3 clusters Score -4286796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4286798.500000 Penalty: 5091.665039
	Iteration 39Q: 3 clusters Score -4286798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4286805.500000 Penalty: 5091.665039
	Iteration 40F: 3 clusters Score -4286806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4286813.500000 Penalty: 5091.665039
	Iteration 41Q: 3 clusters Score -4286814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4286813.500000 Penalty: 5091.665039
	Iteration 42Q: 3 clusters Score -4286814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4286813.500000 Penalty: 5091.665039
	Iteration 43F: 3 clusters Score -4286814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -1123980.750000 Penalty: 2216.299561
	Iteration 0F: 2 clusters Score -1123981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1117881.625000 Penalty: 4432.599121
	Iteration 0F: 3 clusters Score -1117882 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1119540.375000 Penalty: 4432.599121
	Iteration 1F: 3 clusters Score -1119540 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1119805.250000 Penalty: 4432.599121
	Iteration 2F: 3 clusters Score -1119805 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1119980.625000 Penalty: 4432.599121
	Iteration 3F: 3 clusters Score -1119981 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1120104.000000 Penalty: 4432.599121
	Iteration 4Q: 3 clusters Score -1120104 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1120205.500000 Penalty: 4432.599121
	Iteration 5Q: 3 clusters Score -1120206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1120292.250000 Penalty: 4432.599121
	Iteration 6Q: 3 clusters Score -1120292 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1120373.375000 Penalty: 4432.599121
	Iteration 7Q: 3 clusters Score -1120373 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1120441.125000 Penalty: 4432.599121
	Iteration 8Q: 3 clusters Score -1120441 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1120507.750000 Penalty: 4432.599121
	Iteration 9Q: 3 clusters Score -1120508 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1120579.875000 Penalty: 4432.599121
	Iteration 10Q: 3 clusters Score -1120580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1120648.500000 Penalty: 4432.599121
	Iteration 11Q: 3 clusters Score -1120648 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1120716.750000 Penalty: 4432.599121
	Iteration 12Q: 3 clusters Score -1120717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1120771.125000 Penalty: 4432.599121
	Iteration 13Q: 3 clusters Score -1120771 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1120815.375000 Penalty: 4432.599121
	Iteration 14Q: 3 clusters Score -1120815 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1120865.500000 Penalty: 4432.599121
	Iteration 15Q: 3 clusters Score -1120866 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1120914.250000 Penalty: 4432.599121
	Iteration 16Q: 3 clusters Score -1120914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1120960.250000 Penalty: 4432.599121
	Iteration 17Q: 3 clusters Score -1120960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1121019.000000 Penalty: 4432.599121
	Iteration 18Q: 3 clusters Score -1121019 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1121072.125000 Penalty: 4432.599121
	Iteration 19Q: 3 clusters Score -1121072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1121135.000000 Penalty: 4432.599121
	Iteration 20F: 3 clusters Score -1121135 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1121216.875000 Penalty: 4432.599121
	Iteration 21Q: 3 clusters Score -1121217 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1121310.750000 Penalty: 4432.599121
	Iteration 22Q: 3 clusters Score -1121311 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1121393.625000 Penalty: 4432.599121
	Iteration 23Q: 3 clusters Score -1121394 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1121474.500000 Penalty: 4432.599121
	Iteration 24Q: 3 clusters Score -1121474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1121558.750000 Penalty: 4432.599121
	Iteration 25Q: 3 clusters Score -1121559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1121630.875000 Penalty: 4432.599121
	Iteration 26Q: 3 clusters Score -1121631 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1121690.500000 Penalty: 4432.599121
	Iteration 27Q: 3 clusters Score -1121690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1121744.375000 Penalty: 4432.599121
	Iteration 28Q: 3 clusters Score -1121744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1121807.750000 Penalty: 4432.599121
	Iteration 29Q: 3 clusters Score -1121808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1121878.625000 Penalty: 4432.599121
	Iteration 30Q: 3 clusters Score -1121879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1121939.000000 Penalty: 4432.599121
	Iteration 31Q: 3 clusters Score -1121939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1121994.000000 Penalty: 4432.599121
	Iteration 32Q: 3 clusters Score -1121994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1122031.375000 Penalty: 4432.599121
	Iteration 33Q: 3 clusters Score -1122031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1122072.125000 Penalty: 4432.599121
	Iteration 34Q: 3 clusters Score -1122072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1122105.000000 Penalty: 4432.599121
	Iteration 35Q: 3 clusters Score -1122105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1122130.750000 Penalty: 4432.599121
	Iteration 36Q: 3 clusters Score -1122131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1122146.625000 Penalty: 4432.599121
	Iteration 37Q: 3 clusters Score -1122147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1122160.625000 Penalty: 4432.599121
	Iteration 38Q: 3 clusters Score -1122161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1122183.000000 Penalty: 4432.599121
	Iteration 39Q: 3 clusters Score -1122183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1122192.125000 Penalty: 4432.599121
	Iteration 40F: 3 clusters Score -1122192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1122201.250000 Penalty: 4432.599121
	Iteration 41Q: 3 clusters Score -1122201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1122206.000000 Penalty: 4432.599121
	Iteration 42Q: 3 clusters Score -1122206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1122213.000000 Penalty: 4432.599121
	Iteration 43Q: 3 clusters Score -1122213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1122221.125000 Penalty: 4432.599121
	Iteration 44Q: 3 clusters Score -1122221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1122224.500000 Penalty: 4432.599121
	Iteration 45Q: 3 clusters Score -1122224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1122226.875000 Penalty: 4432.599121
	Iteration 46Q: 3 clusters Score -1122227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1122231.000000 Penalty: 4432.599121
	Iteration 47Q: 3 clusters Score -1122231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1122236.125000 Penalty: 4432.599121
	Iteration 48Q: 3 clusters Score -1122236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1122239.250000 Penalty: 4432.599121
	Iteration 49Q: 3 clusters Score -1122239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1122245.750000 Penalty: 4432.599121
	Iteration 50Q: 3 clusters Score -1122246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1122251.375000 Penalty: 4432.599121
	Iteration 51Q: 3 clusters Score -1122251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1122257.000000 Penalty: 4432.599121
	Iteration 52Q: 3 clusters Score -1122257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1122258.875000 Penalty: 4432.599121
	Iteration 53Q: 3 clusters Score -1122259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1122265.250000 Penalty: 4432.599121
	Iteration 54Q: 3 clusters Score -1122265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1122265.750000 Penalty: 4432.599121
	Iteration 55Q: 3 clusters Score -1122266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1122268.375000 Penalty: 4432.599121
	Iteration 56Q: 3 clusters Score -1122268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1122272.875000 Penalty: 4432.599121
	Iteration 57Q: 3 clusters Score -1122273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1122277.125000 Penalty: 4432.599121
	Iteration 58Q: 3 clusters Score -1122277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1122280.750000 Penalty: 4432.599121
	Iteration 59Q: 3 clusters Score -1122281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1122283.625000 Penalty: 4432.599121
	Iteration 60F: 3 clusters Score -1122284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1122283.375000 Penalty: 4432.599121
	Iteration 61Q: 3 clusters Score -1122283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1122283.375000 Penalty: 4432.599121
	Iteration 62F: 3 clusters Score -1122283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56821.039062 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56821.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57013.769531 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57013.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57118.578125 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -57118.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57211.824219 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -57211.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -57288.382812 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57288.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57354.179688 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57354.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57389.187500 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57389.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57400.093750 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -57400.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57413.984375 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -57413.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57416.398438 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -57416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57417.855469 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -57417.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57418.820312 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -57418.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57418.820312 Penalty: 3006.482422
	Iteration 12F: 3 clusters Score -57418.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Entering Unmasked Estep 
Score: -2575522.250000 Penalty: 2419.481201
	Iteration 0F: 2 clusters Score -2575522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2563173.250000 Penalty: 4838.962402
	Iteration 0F: 3 clusters Score -2563173 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2567289.000000 Penalty: 4838.962402
	Iteration 1F: 3 clusters Score -2567289 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2567612.500000 Penalty: 4838.962402
	Iteration 2F: 3 clusters Score -2567612 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2567845.500000 Penalty: 4838.962402
	Iteration 3Q: 3 clusters Score -2567846 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2567998.750000 Penalty: 4838.962402
	Iteration 4Q: 3 clusters Score -2567999 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2568139.250000 Penalty: 4838.962402
	Iteration 5Q: 3 clusters Score -2568139 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2568288.750000 Penalty: 4838.962402
	Iteration 6Q: 3 clusters Score -2568289 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2568457.750000 Penalty: 4838.962402
	Iteration 7Q: 3 clusters Score -2568458 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2568665.000000 Penalty: 4838.962402
	Iteration 8Q: 3 clusters Score -2568665 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2568898.500000 Penalty: 4838.962402
	Iteration 9Q: 3 clusters Score -2568898 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2569190.500000 Penalty: 4838.962402
	Iteration 10Q: 3 clusters Score -2569190 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2569616.750000 Penalty: 4838.962402
	Iteration 11Q: 3 clusters Score -2569617 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2570247.500000 Penalty: 4838.962402
	Iteration 12F: 3 clusters Score -2570248 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2571060.500000 Penalty: 4838.962402
	Iteration 13F: 3 clusters Score -2571060 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2571878.500000 Penalty: 4838.962402
	Iteration 14F: 3 clusters Score -2571878 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2572520.250000 Penalty: 4838.962402
	Iteration 15Q: 3 clusters Score -2572520 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2572961.250000 Penalty: 4838.962402
	Iteration 16Q: 3 clusters Score -2572961 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2573232.750000 Penalty: 4838.962402
	Iteration 17Q: 3 clusters Score -2573233 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2573373.750000 Penalty: 4838.962402
	Iteration 18Q: 3 clusters Score -2573374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2573452.500000 Penalty: 4838.962402
	Iteration 19Q: 3 clusters Score -2573452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2573528.000000 Penalty: 4838.962402
	Iteration 20F: 3 clusters Score -2573528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2573590.250000 Penalty: 4838.962402
	Iteration 21Q: 3 clusters Score -2573590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2573637.500000 Penalty: 4838.962402
	Iteration 22Q: 3 clusters Score -2573638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2573672.000000 Penalty: 4838.962402
	Iteration 23Q: 3 clusters Score -2573672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2573710.750000 Penalty: 4838.962402
	Iteration 24Q: 3 clusters Score -2573711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2573727.250000 Penalty: 4838.962402
	Iteration 25Q: 3 clusters Score -2573727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2573751.750000 Penalty: 4838.962402
	Iteration 26Q: 3 clusters Score -2573752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2573758.750000 Penalty: 4838.962402
	Iteration 27Q: 3 clusters Score -2573759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2573769.250000 Penalty: 4838.962402
	Iteration 28Q: 3 clusters Score -2573769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2573771.750000 Penalty: 4838.962402
	Iteration 29Q: 3 clusters Score -2573772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2573772.000000 Penalty: 4838.962402
	Iteration 30Q: 3 clusters Score -2573772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2573777.000000 Penalty: 4838.962402
	Iteration 31Q: 3 clusters Score -2573777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2573778.750000 Penalty: 4838.962402
	Iteration 32Q: 3 clusters Score -2573779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2573778.500000 Penalty: 4838.962402
	Iteration 33Q: 3 clusters Score -2573778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2573777.250000 Penalty: 4838.962402
	Iteration 34Q: 3 clusters Score -2573777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2573780.250000 Penalty: 4838.962402
	Iteration 35Q: 3 clusters Score -2573780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2573783.500000 Penalty: 4838.962402
	Iteration 36Q: 3 clusters Score -2573784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2573783.500000 Penalty: 4838.962402
	Iteration 37F: 3 clusters Score -2573784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -234002.718750 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -234002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231636.812500 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -231636.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -232087.578125 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -232087.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -232195.578125 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -232195.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -232248.109375 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -232248.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -232287.546875 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -232287.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232315.046875 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -232315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -232325.437500 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -232325.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232336.843750 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -232336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232347.125000 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -232347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232353.328125 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -232353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232359.375000 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -232359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -232362.234375 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -232362.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -232363.828125 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -232363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -232365.375000 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -232365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232367.125000 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -232367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232368.718750 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -232368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -232369.390625 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -232369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232369.843750 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -232369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -232369.843750 Penalty: 3670.404785
	Iteration 18F: 3 clusters Score -232369.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Entering Unmasked Estep 
Score: -1663968.625000 Penalty: 2312.645996
	Iteration 0F: 2 clusters Score -1663969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1655549.000000 Penalty: 4625.291992
	Iteration 0F: 3 clusters Score -1655549 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1658141.875000 Penalty: 4625.291992
	Iteration 1F: 3 clusters Score -1658142 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1658700.875000 Penalty: 4625.291992
	Iteration 2F: 3 clusters Score -1658701 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1659461.125000 Penalty: 4625.291992
	Iteration 3F: 3 clusters Score -1659461 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1660317.875000 Penalty: 4625.291992
	Iteration 4F: 3 clusters Score -1660318 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1661255.750000 Penalty: 4625.291992
	Iteration 5F: 3 clusters Score -1661256 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1661948.125000 Penalty: 4625.291992
	Iteration 6F: 3 clusters Score -1661948 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1662366.500000 Penalty: 4625.291992
	Iteration 7F: 3 clusters Score -1662366 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1662579.750000 Penalty: 4625.291992
	Iteration 8Q: 3 clusters Score -1662580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1662696.250000 Penalty: 4625.291992
	Iteration 9Q: 3 clusters Score -1662696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1662774.500000 Penalty: 4625.291992
	Iteration 10Q: 3 clusters Score -1662774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1662832.500000 Penalty: 4625.291992
	Iteration 11Q: 3 clusters Score -1662832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1662874.375000 Penalty: 4625.291992
	Iteration 12Q: 3 clusters Score -1662874 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1662919.250000 Penalty: 4625.291992
	Iteration 13Q: 3 clusters Score -1662919 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1662976.500000 Penalty: 4625.291992
	Iteration 14Q: 3 clusters Score -1662976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1663040.125000 Penalty: 4625.291992
	Iteration 15Q: 3 clusters Score -1663040 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1663106.750000 Penalty: 4625.291992
	Iteration 16Q: 3 clusters Score -1663107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1663166.875000 Penalty: 4625.291992
	Iteration 17Q: 3 clusters Score -1663167 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1663218.125000 Penalty: 4625.291992
	Iteration 18Q: 3 clusters Score -1663218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1663253.875000 Penalty: 4625.291992
	Iteration 19Q: 3 clusters Score -1663254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1663277.875000 Penalty: 4625.291992
	Iteration 20F: 3 clusters Score -1663278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1663305.375000 Penalty: 4625.291992
	Iteration 21Q: 3 clusters Score -1663305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1663334.875000 Penalty: 4625.291992
	Iteration 22Q: 3 clusters Score -1663335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1663357.750000 Penalty: 4625.291992
	Iteration 23Q: 3 clusters Score -1663358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1663377.000000 Penalty: 4625.291992
	Iteration 24Q: 3 clusters Score -1663377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1663393.875000 Penalty: 4625.291992
	Iteration 25Q: 3 clusters Score -1663394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1663406.750000 Penalty: 4625.291992
	Iteration 26Q: 3 clusters Score -1663407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1663420.875000 Penalty: 4625.291992
	Iteration 27Q: 3 clusters Score -1663421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1663428.000000 Penalty: 4625.291992
	Iteration 28Q: 3 clusters Score -1663428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1663443.125000 Penalty: 4625.291992
	Iteration 29Q: 3 clusters Score -1663443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1663446.625000 Penalty: 4625.291992
	Iteration 30Q: 3 clusters Score -1663447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1663451.750000 Penalty: 4625.291992
	Iteration 31Q: 3 clusters Score -1663452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1663450.500000 Penalty: 4625.291992
	Iteration 32Q: 3 clusters Score -1663450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1663450.125000 Penalty: 4625.291992
	Iteration 33Q: 3 clusters Score -1663450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1663453.875000 Penalty: 4625.291992
	Iteration 34Q: 3 clusters Score -1663454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1663455.500000 Penalty: 4625.291992
	Iteration 35Q: 3 clusters Score -1663456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1663456.875000 Penalty: 4625.291992
	Iteration 36Q: 3 clusters Score -1663457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1663457.375000 Penalty: 4625.291992
	Iteration 37Q: 3 clusters Score -1663457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1663457.375000 Penalty: 4625.291992
	Iteration 38F: 3 clusters Score -1663457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -451625.593750 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -451625.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -448375.406250 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -448375.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -449026.218750 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -449026.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -449168.937500 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -449168.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -449249.031250 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -449249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -449292.781250 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -449292.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -449321.718750 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -449321.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -449339.531250 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -449339.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -449356.937500 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -449356.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -449374.875000 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -449374.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -449388.781250 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -449388.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -449403.781250 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -449403.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -449418.156250 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -449418.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -449436.937500 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -449436.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -449455.156250 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -449455.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -449468.375000 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -449468.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -449480.218750 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -449480.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -449490.718750 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -449490.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -449503.687500 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -449503.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -449519.125000 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -449519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -449533.468750 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -449533.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -449549.406250 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -449549.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -449562.781250 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -449562.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -449581.250000 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -449581.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -449598.781250 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -449598.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -449609.437500 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -449609.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -449621.343750 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -449621.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -449630.375000 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -449630.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -449641.031250 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -449641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -449651.593750 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -449651.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -449661.000000 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -449661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -449668.281250 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -449668.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -449672.906250 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -449672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -449677.031250 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -449677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -449677.968750 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -449678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -449680.656250 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -449680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -449682.531250 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -449682.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -449682.531250 Penalty: 3974.618164
	Iteration 36F: 3 clusters Score -449682.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -1372664.125000 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -1372664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1365417.125000 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -1365417 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1367492.375000 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -1367492 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1367750.000000 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -1367750 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1367907.000000 Penalty: 4527.133301
	Iteration 3Q: 3 clusters Score -1367907 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1368048.000000 Penalty: 4527.133301
	Iteration 4Q: 3 clusters Score -1368048 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1368152.250000 Penalty: 4527.133301
	Iteration 5Q: 3 clusters Score -1368152 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1368249.125000 Penalty: 4527.133301
	Iteration 6Q: 3 clusters Score -1368249 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1368328.750000 Penalty: 4527.133301
	Iteration 7Q: 3 clusters Score -1368329 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1368388.750000 Penalty: 4527.133301
	Iteration 8Q: 3 clusters Score -1368389 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1368429.500000 Penalty: 4527.133301
	Iteration 9Q: 3 clusters Score -1368430 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1368457.125000 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -1368457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1368489.375000 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -1368489 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1368523.250000 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -1368523 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1368554.625000 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -1368555 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1368576.125000 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -1368576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1368600.375000 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -1368600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1368617.750000 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -1368618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1368624.250000 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -1368624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1368646.875000 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -1368647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1368658.375000 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -1368658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1368677.000000 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -1368677 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1368683.625000 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -1368684 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1368695.875000 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -1368696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1368704.125000 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -1368704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1368719.250000 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -1368719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1368728.750000 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -1368729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1368742.500000 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -1368742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1368754.500000 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -1368754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1368764.000000 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -1368764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1368769.000000 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -1368769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1368782.250000 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -1368782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1368787.000000 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -1368787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1368796.500000 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -1368796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1368806.000000 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -1368806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1368810.750000 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -1368811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1368820.875000 Penalty: 4527.133301
	Iteration 35Q: 3 clusters Score -1368821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1368829.500000 Penalty: 4527.133301
	Iteration 36Q: 3 clusters Score -1368830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1368837.875000 Penalty: 4527.133301
	Iteration 37Q: 3 clusters Score -1368838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1368849.250000 Penalty: 4527.133301
	Iteration 38Q: 3 clusters Score -1368849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1368856.625000 Penalty: 4527.133301
	Iteration 39Q: 3 clusters Score -1368857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1368861.375000 Penalty: 4527.133301
	Iteration 40F: 3 clusters Score -1368861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1368871.750000 Penalty: 4527.133301
	Iteration 41Q: 3 clusters Score -1368872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1368880.750000 Penalty: 4527.133301
	Iteration 42Q: 3 clusters Score -1368881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1368890.000000 Penalty: 4527.133301
	Iteration 43Q: 3 clusters Score -1368890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1368904.125000 Penalty: 4527.133301
	Iteration 44Q: 3 clusters Score -1368904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1368914.625000 Penalty: 4527.133301
	Iteration 45Q: 3 clusters Score -1368915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1368929.750000 Penalty: 4527.133301
	Iteration 46Q: 3 clusters Score -1368930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1368943.250000 Penalty: 4527.133301
	Iteration 47Q: 3 clusters Score -1368943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1368963.875000 Penalty: 4527.133301
	Iteration 48Q: 3 clusters Score -1368964 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1368992.000000 Penalty: 4527.133301
	Iteration 49Q: 3 clusters Score -1368992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1369031.250000 Penalty: 4527.133301
	Iteration 50Q: 3 clusters Score -1369031 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1369066.750000 Penalty: 4527.133301
	Iteration 51Q: 3 clusters Score -1369067 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1369118.375000 Penalty: 4527.133301
	Iteration 52Q: 3 clusters Score -1369118 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1369170.000000 Penalty: 4527.133301
	Iteration 53Q: 3 clusters Score -1369170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1369235.750000 Penalty: 4527.133301
	Iteration 54Q: 3 clusters Score -1369236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1369293.000000 Penalty: 4527.133301
	Iteration 55Q: 3 clusters Score -1369293 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1369357.250000 Penalty: 4527.133301
	Iteration 56Q: 3 clusters Score -1369357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1369408.375000 Penalty: 4527.133301
	Iteration 57Q: 3 clusters Score -1369408 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1369450.250000 Penalty: 4527.133301
	Iteration 58Q: 3 clusters Score -1369450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1369490.750000 Penalty: 4527.133301
	Iteration 59Q: 3 clusters Score -1369491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1369534.375000 Penalty: 4527.133301
	Iteration 60F: 3 clusters Score -1369534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1369564.500000 Penalty: 4527.133301
	Iteration 61Q: 3 clusters Score -1369564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1369591.750000 Penalty: 4527.133301
	Iteration 62Q: 3 clusters Score -1369592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1369618.125000 Penalty: 4527.133301
	Iteration 63Q: 3 clusters Score -1369618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1369646.000000 Penalty: 4527.133301
	Iteration 64Q: 3 clusters Score -1369646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1369671.125000 Penalty: 4527.133301
	Iteration 65Q: 3 clusters Score -1369671 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1369697.375000 Penalty: 4527.133301
	Iteration 66Q: 3 clusters Score -1369697 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1369729.875000 Penalty: 4527.133301
	Iteration 67Q: 3 clusters Score -1369730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1369759.625000 Penalty: 4527.133301
	Iteration 68Q: 3 clusters Score -1369760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1369785.750000 Penalty: 4527.133301
	Iteration 69Q: 3 clusters Score -1369786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1369808.000000 Penalty: 4527.133301
	Iteration 70Q: 3 clusters Score -1369808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1369831.875000 Penalty: 4527.133301
	Iteration 71Q: 3 clusters Score -1369832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1369857.375000 Penalty: 4527.133301
	Iteration 72Q: 3 clusters Score -1369857 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1369889.750000 Penalty: 4527.133301
	Iteration 73Q: 3 clusters Score -1369890 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1369911.250000 Penalty: 4527.133301
	Iteration 74Q: 3 clusters Score -1369911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1369933.125000 Penalty: 4527.133301
	Iteration 75Q: 3 clusters Score -1369933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1369967.750000 Penalty: 4527.133301
	Iteration 76Q: 3 clusters Score -1369968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1370005.875000 Penalty: 4527.133301
	Iteration 77Q: 3 clusters Score -1370006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1370042.750000 Penalty: 4527.133301
	Iteration 78Q: 3 clusters Score -1370043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1370083.875000 Penalty: 4527.133301
	Iteration 79Q: 3 clusters Score -1370084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1370127.500000 Penalty: 4527.133301
	Iteration 80F: 3 clusters Score -1370128 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1370161.250000 Penalty: 4527.133301
	Iteration 81Q: 3 clusters Score -1370161 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1370206.500000 Penalty: 4527.133301
	Iteration 82Q: 3 clusters Score -1370206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1370245.625000 Penalty: 4527.133301
	Iteration 83Q: 3 clusters Score -1370246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1370282.625000 Penalty: 4527.133301
	Iteration 84Q: 3 clusters Score -1370283 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1370305.000000 Penalty: 4527.133301
	Iteration 85Q: 3 clusters Score -1370305 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1370329.625000 Penalty: 4527.133301
	Iteration 86Q: 3 clusters Score -1370330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1370346.750000 Penalty: 4527.133301
	Iteration 87Q: 3 clusters Score -1370347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1370376.625000 Penalty: 4527.133301
	Iteration 88Q: 3 clusters Score -1370377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1370395.625000 Penalty: 4527.133301
	Iteration 89Q: 3 clusters Score -1370396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1370412.625000 Penalty: 4527.133301
	Iteration 90Q: 3 clusters Score -1370413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1370427.250000 Penalty: 4527.133301
	Iteration 91Q: 3 clusters Score -1370427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1370444.250000 Penalty: 4527.133301
	Iteration 92Q: 3 clusters Score -1370444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1370455.125000 Penalty: 4527.133301
	Iteration 93Q: 3 clusters Score -1370455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1370462.500000 Penalty: 4527.133301
	Iteration 94Q: 3 clusters Score -1370462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1370471.250000 Penalty: 4527.133301
	Iteration 95Q: 3 clusters Score -1370471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1370477.375000 Penalty: 4527.133301
	Iteration 96Q: 3 clusters Score -1370477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1370480.000000 Penalty: 4527.133301
	Iteration 97Q: 3 clusters Score -1370480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1370478.875000 Penalty: 4527.133301
	Iteration 98Q: 3 clusters Score -1370479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1370484.750000 Penalty: 4527.133301
	Iteration 99Q: 3 clusters Score -1370485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1370486.000000 Penalty: 4527.133301
	Iteration 100F: 3 clusters Score -1370486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1370486.500000 Penalty: 4527.133301
	Iteration 101Q: 3 clusters Score -1370486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1370487.500000 Penalty: 4527.133301
	Iteration 102Q: 3 clusters Score -1370488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1370491.875000 Penalty: 4527.133301
	Iteration 103Q: 3 clusters Score -1370492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1370491.875000 Penalty: 4527.133301
	Iteration 104Q: 3 clusters Score -1370492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1370494.750000 Penalty: 4527.133301
	Iteration 105Q: 3 clusters Score -1370495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1370493.750000 Penalty: 4527.133301
	Iteration 106Q: 3 clusters Score -1370494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1370497.750000 Penalty: 4527.133301
	Iteration 107Q: 3 clusters Score -1370498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1370497.000000 Penalty: 4527.133301
	Iteration 108Q: 3 clusters Score -1370497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1370498.625000 Penalty: 4527.133301
	Iteration 109Q: 3 clusters Score -1370499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1370501.375000 Penalty: 4527.133301
	Iteration 110Q: 3 clusters Score -1370501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1370501.875000 Penalty: 4527.133301
	Iteration 111Q: 3 clusters Score -1370502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1370501.625000 Penalty: 4527.133301
	Iteration 112Q: 3 clusters Score -1370502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1370503.125000 Penalty: 4527.133301
	Iteration 113Q: 3 clusters Score -1370503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1370501.375000 Penalty: 4527.133301
	Iteration 114Q: 3 clusters Score -1370501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1370501.000000 Penalty: 4527.133301
	Iteration 115Q: 3 clusters Score -1370501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1370503.250000 Penalty: 4527.133301
	Iteration 116Q: 3 clusters Score -1370503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1370502.125000 Penalty: 4527.133301
	Iteration 117Q: 3 clusters Score -1370502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1370502.125000 Penalty: 4527.133301
	Iteration 118Q: 3 clusters Score -1370502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1370502.125000 Penalty: 4527.133301
	Iteration 119F: 3 clusters Score -1370502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -249296.656250 Penalty: 1865.957397
	Iteration 0F: 2 clusters Score -249296.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -246849.515625 Penalty: 3731.914795
	Iteration 0F: 3 clusters Score -246849.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -247396.109375 Penalty: 3731.914795
	Iteration 1F: 3 clusters Score -247396.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -247587.375000 Penalty: 3731.914795
	Iteration 2F: 3 clusters Score -247587.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -247745.234375 Penalty: 3731.914795
	Iteration 3F: 3 clusters Score -247745.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -247841.812500 Penalty: 3731.914795
	Iteration 4Q: 3 clusters Score -247841.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -247942.421875 Penalty: 3731.914795
	Iteration 5Q: 3 clusters Score -247942.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -248012.859375 Penalty: 3731.914795
	Iteration 6Q: 3 clusters Score -248012.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -248057.921875 Penalty: 3731.914795
	Iteration 7Q: 3 clusters Score -248057.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -248110.406250 Penalty: 3731.914795
	Iteration 8Q: 3 clusters Score -248110.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -248145.125000 Penalty: 3731.914795
	Iteration 9Q: 3 clusters Score -248145.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -248175.703125 Penalty: 3731.914795
	Iteration 10Q: 3 clusters Score -248175.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -248233.703125 Penalty: 3731.914795
	Iteration 11Q: 3 clusters Score -248233.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -248281.250000 Penalty: 3731.914795
	Iteration 12Q: 3 clusters Score -248281.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -248308.218750 Penalty: 3731.914795
	Iteration 13Q: 3 clusters Score -248308.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -248328.968750 Penalty: 3731.914795
	Iteration 14Q: 3 clusters Score -248329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -248348.937500 Penalty: 3731.914795
	Iteration 15Q: 3 clusters Score -248348.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -248362.906250 Penalty: 3731.914795
	Iteration 16Q: 3 clusters Score -248362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -248368.765625 Penalty: 3731.914795
	Iteration 17Q: 3 clusters Score -248368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -248372.109375 Penalty: 3731.914795
	Iteration 18Q: 3 clusters Score -248372.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248374.281250 Penalty: 3731.914795
	Iteration 19Q: 3 clusters Score -248374.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -248378.578125 Penalty: 3731.914795
	Iteration 20F: 3 clusters Score -248378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248385.375000 Penalty: 3731.914795
	Iteration 21Q: 3 clusters Score -248385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248387.109375 Penalty: 3731.914795
	Iteration 22Q: 3 clusters Score -248387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -248390.156250 Penalty: 3731.914795
	Iteration 23Q: 3 clusters Score -248390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -248391.359375 Penalty: 3731.914795
	Iteration 24Q: 3 clusters Score -248391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -248391.359375 Penalty: 3731.914795
	Iteration 25F: 3 clusters Score -248391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Entering Unmasked Estep 
Score: -2868600.000000 Penalty: 2464.356689
	Iteration 0F: 2 clusters Score -2868600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2854068.750000 Penalty: 4928.713379
	Iteration 0F: 3 clusters Score -2854069 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2859546.500000 Penalty: 4928.713379
	Iteration 1F: 3 clusters Score -2859546 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2860481.750000 Penalty: 4928.713379
	Iteration 2F: 3 clusters Score -2860482 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2861449.750000 Penalty: 4928.713379
	Iteration 3F: 3 clusters Score -2861450 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2862413.750000 Penalty: 4928.713379
	Iteration 4F: 3 clusters Score -2862414 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2863189.250000 Penalty: 4928.713379
	Iteration 5F: 3 clusters Score -2863189 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2863709.500000 Penalty: 4928.713379
	Iteration 6Q: 3 clusters Score -2863710 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2864062.750000 Penalty: 4928.713379
	Iteration 7Q: 3 clusters Score -2864063 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2864338.750000 Penalty: 4928.713379
	Iteration 8Q: 3 clusters Score -2864339 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -2864584.500000 Penalty: 4928.713379
	Iteration 9Q: 3 clusters Score -2864584 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2864809.000000 Penalty: 4928.713379
	Iteration 10Q: 3 clusters Score -2864809 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2865018.000000 Penalty: 4928.713379
	Iteration 11Q: 3 clusters Score -2865018 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2865218.250000 Penalty: 4928.713379
	Iteration 12Q: 3 clusters Score -2865218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2865393.500000 Penalty: 4928.713379
	Iteration 13Q: 3 clusters Score -2865394 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2865545.750000 Penalty: 4928.713379
	Iteration 14Q: 3 clusters Score -2865546 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2865674.500000 Penalty: 4928.713379
	Iteration 15Q: 3 clusters Score -2865674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2865777.250000 Penalty: 4928.713379
	Iteration 16Q: 3 clusters Score -2865777 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2865860.000000 Penalty: 4928.713379
	Iteration 17Q: 3 clusters Score -2865860 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2865925.250000 Penalty: 4928.713379
	Iteration 18Q: 3 clusters Score -2865925 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2865998.500000 Penalty: 4928.713379
	Iteration 19Q: 3 clusters Score -2865998 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2866054.750000 Penalty: 4928.713379
	Iteration 20F: 3 clusters Score -2866055 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2866097.250000 Penalty: 4928.713379
	Iteration 21Q: 3 clusters Score -2866097 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2866128.000000 Penalty: 4928.713379
	Iteration 22Q: 3 clusters Score -2866128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2866162.000000 Penalty: 4928.713379
	Iteration 23Q: 3 clusters Score -2866162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2866189.250000 Penalty: 4928.713379
	Iteration 24Q: 3 clusters Score -2866189 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2866235.000000 Penalty: 4928.713379
	Iteration 25Q: 3 clusters Score -2866235 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2866268.250000 Penalty: 4928.713379
	Iteration 26Q: 3 clusters Score -2866268 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2866299.000000 Penalty: 4928.713379
	Iteration 27Q: 3 clusters Score -2866299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2866326.250000 Penalty: 4928.713379
	Iteration 28Q: 3 clusters Score -2866326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2866366.000000 Penalty: 4928.713379
	Iteration 29Q: 3 clusters Score -2866366 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -2866389.500000 Penalty: 4928.713379
	Iteration 30Q: 3 clusters Score -2866390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2866427.500000 Penalty: 4928.713379
	Iteration 31Q: 3 clusters Score -2866428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2866445.500000 Penalty: 4928.713379
	Iteration 32Q: 3 clusters Score -2866446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2866463.750000 Penalty: 4928.713379
	Iteration 33Q: 3 clusters Score -2866464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2866493.250000 Penalty: 4928.713379
	Iteration 34Q: 3 clusters Score -2866493 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2866516.500000 Penalty: 4928.713379
	Iteration 35Q: 3 clusters Score -2866516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2866536.250000 Penalty: 4928.713379
	Iteration 36Q: 3 clusters Score -2866536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -2866542.750000 Penalty: 4928.713379
	Iteration 37Q: 3 clusters Score -2866543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2866556.750000 Penalty: 4928.713379
	Iteration 38Q: 3 clusters Score -2866557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2866588.750000 Penalty: 4928.713379
	Iteration 39Q: 3 clusters Score -2866589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2866606.250000 Penalty: 4928.713379
	Iteration 40F: 3 clusters Score -2866606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2866622.750000 Penalty: 4928.713379
	Iteration 41Q: 3 clusters Score -2866623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2866632.000000 Penalty: 4928.713379
	Iteration 42Q: 3 clusters Score -2866632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2866652.250000 Penalty: 4928.713379
	Iteration 43Q: 3 clusters Score -2866652 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2866671.250000 Penalty: 4928.713379
	Iteration 44Q: 3 clusters Score -2866671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2866690.000000 Penalty: 4928.713379
	Iteration 45Q: 3 clusters Score -2866690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2866697.500000 Penalty: 4928.713379
	Iteration 46Q: 3 clusters Score -2866698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2866700.250000 Penalty: 4928.713379
	Iteration 47Q: 3 clusters Score -2866700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2866708.000000 Penalty: 4928.713379
	Iteration 48Q: 3 clusters Score -2866708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2866722.250000 Penalty: 4928.713379
	Iteration 49Q: 3 clusters Score -2866722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2866725.500000 Penalty: 4928.713379
	Iteration 50Q: 3 clusters Score -2866726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2866731.250000 Penalty: 4928.713379
	Iteration 51Q: 3 clusters Score -2866731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2866745.000000 Penalty: 4928.713379
	Iteration 52Q: 3 clusters Score -2866745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2866770.250000 Penalty: 4928.713379
	Iteration 53Q: 3 clusters Score -2866770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2866784.250000 Penalty: 4928.713379
	Iteration 54Q: 3 clusters Score -2866784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2866795.500000 Penalty: 4928.713379
	Iteration 55Q: 3 clusters Score -2866796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2866814.500000 Penalty: 4928.713379
	Iteration 56Q: 3 clusters Score -2866814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2866832.750000 Penalty: 4928.713379
	Iteration 57Q: 3 clusters Score -2866833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2866854.250000 Penalty: 4928.713379
	Iteration 58Q: 3 clusters Score -2866854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2866888.250000 Penalty: 4928.713379
	Iteration 59Q: 3 clusters Score -2866888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2866905.500000 Penalty: 4928.713379
	Iteration 60F: 3 clusters Score -2866906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2866909.500000 Penalty: 4928.713379
	Iteration 61Q: 3 clusters Score -2866910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2866921.500000 Penalty: 4928.713379
	Iteration 62Q: 3 clusters Score -2866922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2866927.750000 Penalty: 4928.713379
	Iteration 63Q: 3 clusters Score -2866928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2866941.250000 Penalty: 4928.713379
	Iteration 64Q: 3 clusters Score -2866941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2866957.750000 Penalty: 4928.713379
	Iteration 65Q: 3 clusters Score -2866958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2866970.000000 Penalty: 4928.713379
	Iteration 66Q: 3 clusters Score -2866970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2866978.500000 Penalty: 4928.713379
	Iteration 67Q: 3 clusters Score -2866978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2866987.000000 Penalty: 4928.713379
	Iteration 68Q: 3 clusters Score -2866987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2866988.250000 Penalty: 4928.713379
	Iteration 69Q: 3 clusters Score -2866988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2866992.750000 Penalty: 4928.713379
	Iteration 70Q: 3 clusters Score -2866993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2867006.750000 Penalty: 4928.713379
	Iteration 71Q: 3 clusters Score -2867007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2867015.750000 Penalty: 4928.713379
	Iteration 72Q: 3 clusters Score -2867016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2867032.000000 Penalty: 4928.713379
	Iteration 73Q: 3 clusters Score -2867032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2867042.500000 Penalty: 4928.713379
	Iteration 74Q: 3 clusters Score -2867042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2867056.000000 Penalty: 4928.713379
	Iteration 75Q: 3 clusters Score -2867056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2867070.000000 Penalty: 4928.713379
	Iteration 76Q: 3 clusters Score -2867070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2867082.500000 Penalty: 4928.713379
	Iteration 77Q: 3 clusters Score -2867082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2867090.000000 Penalty: 4928.713379
	Iteration 78Q: 3 clusters Score -2867090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2867104.500000 Penalty: 4928.713379
	Iteration 79Q: 3 clusters Score -2867104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2867117.500000 Penalty: 4928.713379
	Iteration 80F: 3 clusters Score -2867118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2867123.000000 Penalty: 4928.713379
	Iteration 81Q: 3 clusters Score -2867123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2867137.750000 Penalty: 4928.713379
	Iteration 82Q: 3 clusters Score -2867138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2867158.750000 Penalty: 4928.713379
	Iteration 83Q: 3 clusters Score -2867159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2867175.000000 Penalty: 4928.713379
	Iteration 84Q: 3 clusters Score -2867175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2867184.750000 Penalty: 4928.713379
	Iteration 85Q: 3 clusters Score -2867185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2867201.500000 Penalty: 4928.713379
	Iteration 86Q: 3 clusters Score -2867202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2867210.250000 Penalty: 4928.713379
	Iteration 87Q: 3 clusters Score -2867210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2867223.500000 Penalty: 4928.713379
	Iteration 88Q: 3 clusters Score -2867224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2867228.750000 Penalty: 4928.713379
	Iteration 89Q: 3 clusters Score -2867229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2867233.500000 Penalty: 4928.713379
	Iteration 90Q: 3 clusters Score -2867234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2867237.500000 Penalty: 4928.713379
	Iteration 91Q: 3 clusters Score -2867238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2867237.500000 Penalty: 4928.713379
	Iteration 92Q: 3 clusters Score -2867238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2867242.250000 Penalty: 4928.713379
	Iteration 93Q: 3 clusters Score -2867242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2867240.250000 Penalty: 4928.713379
	Iteration 94Q: 3 clusters Score -2867240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2867246.500000 Penalty: 4928.713379
	Iteration 95Q: 3 clusters Score -2867246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2867247.000000 Penalty: 4928.713379
	Iteration 96Q: 3 clusters Score -2867247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2867251.250000 Penalty: 4928.713379
	Iteration 97Q: 3 clusters Score -2867251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2867250.750000 Penalty: 4928.713379
	Iteration 98Q: 3 clusters Score -2867251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2867247.500000 Penalty: 4928.713379
	Iteration 99Q: 3 clusters Score -2867248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2867247.500000 Penalty: 4928.713379
	Iteration 100F: 3 clusters Score -2867248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78357.328125 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78357.33 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78689.242188 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78689.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -78784.296875 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78784.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78857.718750 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -78857.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -78895.234375 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -78895.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78921.046875 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -78921.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78922.187500 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -78922.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78922.187500 Penalty: 3176.172607
	Iteration 7F: 3 clusters Score -78922.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62258 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10367 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97692 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30222 members 
Mstep: Class 18 contains 12784 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80663 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58797 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16447 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28723 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9203 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062264.000000 Penalty: 155103.640625
Iteration 279Q: 47 clusters Score -1.150623e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62260 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10363 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97691 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12790 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98251 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80661 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58798 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16446 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28719 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9204 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20678 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062168.000000 Penalty: 155103.640625
Iteration 280F: 47 clusters Score -1.150622e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62261 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97690 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12795 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98250 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80661 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58799 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16449 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28713 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9205 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20676 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062208.000000 Penalty: 155103.640625
Iteration 281Q: 47 clusters Score -1.150622e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62263 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97687 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30224 members 
Mstep: Class 18 contains 12797 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98247 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80661 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58805 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16450 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28709 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9207 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20674 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062200.000000 Penalty: 155103.640625
Iteration 282Q: 47 clusters Score -1.150622e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62263 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97682 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12793 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98246 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80661 members 
Mstep: Class 25 contains 39202 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58814 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16454 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28710 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9208 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20672 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062240.000000 Penalty: 155103.640625
Iteration 283Q: 47 clusters Score -1.150622e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62263 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97675 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30217 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98247 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80660 members 
Mstep: Class 25 contains 39203 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58824 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16456 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32396 members 
Mstep: Class 35 contains 10760 members 
Mstep: Class 36 contains 28705 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9208 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20672 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062224.000000 Penalty: 155103.640625
Iteration 284Q: 47 clusters Score -1.150622e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62264 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 18 contains 12789 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98245 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80660 members 
Mstep: Class 25 contains 39204 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58825 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16472 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32396 members 
Mstep: Class 35 contains 10761 members 
Mstep: Class 36 contains 28700 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9208 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20674 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062216.000000 Penalty: 155103.640625
Iteration 285Q: 47 clusters Score -1.150622e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62266 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11112 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97674 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9572 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 18 contains 12785 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98242 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80658 members 
Mstep: Class 25 contains 39205 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58826 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16489 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32396 members 
Mstep: Class 35 contains 10761 members 
Mstep: Class 36 contains 28696 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9209 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20672 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062296.000000 Penalty: 155103.640625
Iteration 286Q: 47 clusters Score -1.150623e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62268 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97675 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30211 members 
Mstep: Class 18 contains 12785 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98237 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80655 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58827 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16506 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32396 members 
Mstep: Class 35 contains 10761 members 
Mstep: Class 36 contains 28684 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9210 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20669 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062360.000000 Penalty: 155103.640625
Iteration 287Q: 47 clusters Score -1.150624e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62269 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11110 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97675 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30213 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98231 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80653 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58824 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16519 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10759 members 
Mstep: Class 36 contains 28678 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9212 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20668 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062368.000000 Penalty: 155103.640625
Iteration 288Q: 47 clusters Score -1.150624e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62269 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11109 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10364 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97673 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12780 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98226 members 
Mstep: Class 21 contains 23192 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80652 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58827 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16524 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32398 members 
Mstep: Class 35 contains 10758 members 
Mstep: Class 36 contains 28677 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9214 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20667 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062384.000000 Penalty: 155103.640625
Iteration 289Q: 47 clusters Score -1.150624e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62269 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10365 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97671 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30223 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98220 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80651 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58833 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16537 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10757 members 
Mstep: Class 36 contains 28671 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9216 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20667 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062320.000000 Penalty: 155103.640625
Iteration 290Q: 47 clusters Score -1.150623e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62269 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6789 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97671 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12774 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 98216 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80649 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58838 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16545 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32397 members 
Mstep: Class 35 contains 10757 members 
Mstep: Class 36 contains 28665 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9218 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20668 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062360.000000 Penalty: 155103.640625
Iteration 291Q: 47 clusters Score -1.150624e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62272 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6784 members 
Mstep: Class 12 contains 9872 members 
Mstep: Class 13 contains 6496 members 
Mstep: Class 14 contains 97670 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30219 members 
Mstep: Class 18 contains 12758 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 20 contains 98214 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80648 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58845 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16560 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32395 members 
Mstep: Class 35 contains 10757 members 
Mstep: Class 36 contains 28664 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9218 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20670 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062288.000000 Penalty: 155103.640625
Iteration 292Q: 47 clusters Score -1.150623e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62277 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11105 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 9873 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97669 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30216 members 
Mstep: Class 18 contains 12735 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 98211 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80648 members 
Mstep: Class 25 contains 39207 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58848 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16583 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32396 members 
Mstep: Class 35 contains 10756 members 
Mstep: Class 36 contains 28666 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9219 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20670 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062256.000000 Penalty: 155103.640625
Iteration 293Q: 47 clusters Score -1.150623e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13694 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62279 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11104 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10375 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6785 members 
Mstep: Class 12 contains 9874 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97668 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 98201 members 
Mstep: Class 21 contains 23195 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80646 members 
Mstep: Class 25 contains 39208 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58851 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16603 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32395 members 
Mstep: Class 35 contains 10756 members 
Mstep: Class 36 contains 28670 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9219 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20673 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062368.000000 Penalty: 155103.640625
Iteration 294Q: 47 clusters Score -1.150624e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62282 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11103 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 9875 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97665 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30221 members 
Mstep: Class 18 contains 12685 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 98192 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80645 members 
Mstep: Class 25 contains 39208 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58860 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16633 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32393 members 
Mstep: Class 35 contains 10755 members 
Mstep: Class 36 contains 28663 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9219 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20675 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062456.000000 Penalty: 155103.640625
Iteration 295Q: 47 clusters Score -1.150625e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62284 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 9877 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97665 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30234 members 
Mstep: Class 18 contains 12645 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 98186 members 
Mstep: Class 21 contains 23195 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80645 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58858 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16656 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32390 members 
Mstep: Class 35 contains 10754 members 
Mstep: Class 36 contains 28668 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9220 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062600.000000 Penalty: 155103.640625
Iteration 296Q: 47 clusters Score -1.150626e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62288 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11100 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10381 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97664 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30242 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 3086 members 
Mstep: Class 20 contains 98177 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2936 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80642 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58867 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16690 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32385 members 
Mstep: Class 35 contains 10754 members 
Mstep: Class 36 contains 28685 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9221 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062576.000000 Penalty: 155103.640625
Iteration 297Q: 47 clusters Score -1.150626e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62289 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11100 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10383 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6803 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97663 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30251 members 
Mstep: Class 18 contains 12548 members 
Mstep: Class 19 contains 3089 members 
Mstep: Class 20 contains 98161 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2935 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80641 members 
Mstep: Class 25 contains 39208 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58871 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16721 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32381 members 
Mstep: Class 35 contains 10754 members 
Mstep: Class 36 contains 28687 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9222 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20677 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062640.000000 Penalty: 155103.640625
Iteration 298Q: 47 clusters Score -1.150626e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62291 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11096 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6807 members 
Mstep: Class 12 contains 9878 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97658 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 9571 members 
Mstep: Class 17 contains 30274 members 
Mstep: Class 18 contains 12512 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 98139 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80641 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58884 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16734 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7574 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32381 members 
Mstep: Class 35 contains 10753 members 
Mstep: Class 36 contains 28690 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9222 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20679 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062528.000000 Penalty: 155103.640625
Iteration 299Q: 47 clusters Score -1.150625e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8921 members 
Mstep: Class 4 contains 62294 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11093 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10377 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 9879 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97656 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30296 members 
Mstep: Class 18 contains 12475 members 
Mstep: Class 19 contains 3095 members 
Mstep: Class 20 contains 98117 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 2933 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80639 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58897 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16753 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7573 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32382 members 
Mstep: Class 35 contains 10753 members 
Mstep: Class 36 contains 28695 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9224 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20680 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062608.000000 Penalty: 155103.640625
Iteration 300F: 47 clusters Score -1.150626e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8920 members 
Mstep: Class 4 contains 62297 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11088 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97655 members 
Mstep: Class 15 contains 11617 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30315 members 
Mstep: Class 18 contains 12439 members 
Mstep: Class 19 contains 3095 members 
Mstep: Class 20 contains 98104 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 2933 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80639 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58902 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16777 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7572 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32381 members 
Mstep: Class 35 contains 10753 members 
Mstep: Class 36 contains 28686 members 
Mstep: Class 37 contains 7606 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3021 members 
Mstep: Class 43 contains 9225 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20687 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062576.000000 Penalty: 155103.640625
Iteration 301Q: 47 clusters Score -1.150626e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13695 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 62299 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 97653 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30327 members 
Mstep: Class 18 contains 12382 members 
Mstep: Class 19 contains 3097 members 
Mstep: Class 20 contains 98103 members 
Mstep: Class 21 contains 23196 members 
Mstep: Class 22 contains 2933 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80637 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58905 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7571 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32382 members 
Mstep: Class 35 contains 10751 members 
Mstep: Class 36 contains 28696 members 
Mstep: Class 37 contains 7607 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9225 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20694 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062648.000000 Penalty: 155103.640625
Iteration 302Q: 47 clusters Score -1.150626e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62302 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97652 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30341 members 
Mstep: Class 18 contains 12336 members 
Mstep: Class 19 contains 3099 members 
Mstep: Class 20 contains 98076 members 
Mstep: Class 21 contains 23195 members 
Mstep: Class 22 contains 2932 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80638 members 
Mstep: Class 25 contains 39208 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58912 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3012 members 
Mstep: Class 30 contains 16817 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10750 members 
Mstep: Class 36 contains 28712 members 
Mstep: Class 37 contains 7608 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17258 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9225 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20703 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062680.000000 Penalty: 155103.640625
Iteration 303Q: 47 clusters Score -1.150627e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 13693 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62306 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97654 members 
Mstep: Class 15 contains 11616 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30352 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 3105 members 
Mstep: Class 20 contains 98052 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80632 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58910 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 16845 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32389 members 
Mstep: Class 35 contains 10748 members 
Mstep: Class 36 contains 28738 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9227 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20704 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062456.000000 Penalty: 155103.640625
Iteration 304Q: 47 clusters Score -1.150625e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62308 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10375 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97653 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30357 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 98021 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80630 members 
Mstep: Class 25 contains 39206 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58912 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 16857 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7569 members 
Mstep: Class 33 contains 6382 members 
Mstep: Class 34 contains 32389 members 
Mstep: Class 35 contains 10744 members 
Mstep: Class 36 contains 28775 members 
Mstep: Class 37 contains 7609 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1635 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9233 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20704 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062448.000000 Penalty: 155103.640625
Iteration 305Q: 47 clusters Score -1.150624e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62314 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97652 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9567 members 
Mstep: Class 17 contains 30357 members 
Mstep: Class 18 contains 12231 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 97999 members 
Mstep: Class 21 contains 23194 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80626 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58914 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 16867 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7568 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10743 members 
Mstep: Class 36 contains 28799 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9238 members 
Mstep: Class 44 contains 1852 members 
Mstep: Class 45 contains 20700 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062448.000000 Penalty: 155103.640625
Iteration 306Q: 47 clusters Score -1.150624e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13691 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62317 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11086 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97653 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9566 members 
Mstep: Class 17 contains 30359 members 
Mstep: Class 18 contains 12203 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 97981 members 
Mstep: Class 21 contains 23193 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80625 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58917 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 16892 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7566 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32385 members 
Mstep: Class 35 contains 10743 members 
Mstep: Class 36 contains 28819 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9239 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20698 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062536.000000 Penalty: 155103.640625
Iteration 307Q: 47 clusters Score -1.150625e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 13690 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62319 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97649 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30366 members 
Mstep: Class 18 contains 12177 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 97969 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 80624 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58925 members 
Mstep: Class 28 contains 238 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16899 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7564 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32384 members 
Mstep: Class 35 contains 10741 members 
Mstep: Class 36 contains 28836 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9241 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20701 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062616.000000 Penalty: 155103.640625
Iteration 308Q: 47 clusters Score -1.150626e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 13689 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62319 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11088 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10373 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 97647 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30367 members 
Mstep: Class 18 contains 12171 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 97950 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80619 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58923 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16908 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7563 members 
Mstep: Class 33 contains 6383 members 
Mstep: Class 34 contains 32383 members 
Mstep: Class 35 contains 10741 members 
Mstep: Class 36 contains 28848 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11218 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9247 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20702 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062712.000000 Penalty: 155103.640625
Iteration 309Q: 47 clusters Score -1.150627e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62322 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10376 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 97644 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30374 members 
Mstep: Class 18 contains 12159 members 
Mstep: Class 19 contains 3110 members 
Mstep: Class 20 contains 97933 members 
Mstep: Class 21 contains 23191 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80617 members 
Mstep: Class 25 contains 39212 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58923 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16909 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7563 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32384 members 
Mstep: Class 35 contains 10741 members 
Mstep: Class 36 contains 28859 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9251 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20706 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062792.000000 Penalty: 155103.640625
Iteration 310Q: 47 clusters Score -1.150628e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62325 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11089 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6830 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 97644 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30370 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 3111 members 
Mstep: Class 20 contains 97925 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80613 members 
Mstep: Class 25 contains 39213 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58924 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16926 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7562 members 
Mstep: Class 33 contains 6385 members 
Mstep: Class 34 contains 32385 members 
Mstep: Class 35 contains 10738 members 
Mstep: Class 36 contains 28855 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20708 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062920.000000 Penalty: 155103.640625
Iteration 311Q: 47 clusters Score -1.150629e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62330 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10383 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6492 members 
Mstep: Class 14 contains 97643 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30378 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 3108 members 
Mstep: Class 20 contains 97903 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80609 members 
Mstep: Class 25 contains 39212 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58929 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16944 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7561 members 
Mstep: Class 33 contains 6385 members 
Mstep: Class 34 contains 32385 members 
Mstep: Class 35 contains 10736 members 
Mstep: Class 36 contains 28859 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1637 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3022 members 
Mstep: Class 43 contains 9256 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20707 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062976.000000 Penalty: 155103.640625
Iteration 312Q: 47 clusters Score -1.15063e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11088 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10391 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97639 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30386 members 
Mstep: Class 18 contains 12129 members 
Mstep: Class 19 contains 3101 members 
Mstep: Class 20 contains 97883 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80609 members 
Mstep: Class 25 contains 39213 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58935 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16949 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7560 members 
Mstep: Class 33 contains 6385 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10735 members 
Mstep: Class 36 contains 28864 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17258 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3023 members 
Mstep: Class 43 contains 9258 members 
Mstep: Class 44 contains 1849 members 
Mstep: Class 45 contains 20706 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 155103.640625
Iteration 313Q: 47 clusters Score -1.150629e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11087 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10396 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97638 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30391 members 
Mstep: Class 18 contains 12119 members 
Mstep: Class 19 contains 3101 members 
Mstep: Class 20 contains 97867 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80604 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58947 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3010 members 
Mstep: Class 30 contains 16952 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7558 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32385 members 
Mstep: Class 35 contains 10735 members 
Mstep: Class 36 contains 28871 members 
Mstep: Class 37 contains 7611 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17257 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9260 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20707 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062912.000000 Penalty: 155103.640625
Iteration 314Q: 47 clusters Score -1.150629e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11085 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 9881 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97635 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12122 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97850 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80598 members 
Mstep: Class 25 contains 39211 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58962 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16947 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7556 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28875 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17256 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9261 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20712 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062928.000000 Penalty: 155103.640625
Iteration 315Q: 47 clusters Score -1.150629e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10410 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97634 members 
Mstep: Class 15 contains 11612 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12121 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97842 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80596 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58969 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7553 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28868 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17258 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20714 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062944.000000 Penalty: 155103.640625
Iteration 316Q: 47 clusters Score -1.150629e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 9882 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97634 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30391 members 
Mstep: Class 18 contains 12122 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97832 members 
Mstep: Class 21 contains 23190 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80594 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58975 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16959 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7551 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28867 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17260 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20715 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062960.000000 Penalty: 155103.640625
Iteration 317Q: 47 clusters Score -1.15063e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62336 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11080 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6820 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97633 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9568 members 
Mstep: Class 17 contains 30391 members 
Mstep: Class 18 contains 12123 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97826 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80594 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58976 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16957 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7551 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28870 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17259 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11217 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1850 members 
Mstep: Class 45 contains 20716 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062920.000000 Penalty: 155103.640625
Iteration 318Q: 47 clusters Score -1.150629e+08 nChanged 28
Entering ConstructFrom: 
Score: -115062920.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Entering Unmasked Estep 
Score: -887403.187500 Penalty: 2185.067871
	Iteration 0F: 2 clusters Score -887403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -881940.500000 Penalty: 4370.135742
	Iteration 0F: 3 clusters Score -881940.5 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -883923.312500 Penalty: 4370.135742
	Iteration 1F: 3 clusters Score -883923.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -884753.750000 Penalty: 4370.135742
	Iteration 2F: 3 clusters Score -884753.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -885401.750000 Penalty: 4370.135742
	Iteration 3F: 3 clusters Score -885401.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -885812.250000 Penalty: 4370.135742
	Iteration 4F: 3 clusters Score -885812.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -886045.562500 Penalty: 4370.135742
	Iteration 5Q: 3 clusters Score -886045.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -886198.187500 Penalty: 4370.135742
	Iteration 6Q: 3 clusters Score -886198.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -886309.750000 Penalty: 4370.135742
	Iteration 7Q: 3 clusters Score -886309.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -886379.875000 Penalty: 4370.135742
	Iteration 8Q: 3 clusters Score -886379.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -886430.187500 Penalty: 4370.135742
	Iteration 9Q: 3 clusters Score -886430.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -886454.062500 Penalty: 4370.135742
	Iteration 10Q: 3 clusters Score -886454.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -886474.375000 Penalty: 4370.135742
	Iteration 11Q: 3 clusters Score -886474.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -886492.125000 Penalty: 4370.135742
	Iteration 12Q: 3 clusters Score -886492.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -886505.625000 Penalty: 4370.135742
	Iteration 13Q: 3 clusters Score -886505.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -886515.187500 Penalty: 4370.135742
	Iteration 14Q: 3 clusters Score -886515.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -886525.062500 Penalty: 4370.135742
	Iteration 15Q: 3 clusters Score -886525.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -886536.562500 Penalty: 4370.135742
	Iteration 16Q: 3 clusters Score -886536.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -886555.750000 Penalty: 4370.135742
	Iteration 17Q: 3 clusters Score -886555.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -886570.437500 Penalty: 4370.135742
	Iteration 18Q: 3 clusters Score -886570.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -886578.812500 Penalty: 4370.135742
	Iteration 19Q: 3 clusters Score -886578.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -886584.500000 Penalty: 4370.135742
	Iteration 20F: 3 clusters Score -886584.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -886586.187500 Penalty: 4370.135742
	Iteration 21Q: 3 clusters Score -886586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -886587.250000 Penalty: 4370.135742
	Iteration 22Q: 3 clusters Score -886587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -886587.812500 Penalty: 4370.135742
	Iteration 23Q: 3 clusters Score -886587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -886588.000000 Penalty: 4370.135742
	Iteration 24Q: 3 clusters Score -886588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -886590.187500 Penalty: 4370.135742
	Iteration 25Q: 3 clusters Score -886590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -886591.875000 Penalty: 4370.135742
	Iteration 26Q: 3 clusters Score -886591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -886591.250000 Penalty: 4370.135742
	Iteration 27Q: 3 clusters Score -886591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -886594.437500 Penalty: 4370.135742
	Iteration 28Q: 3 clusters Score -886594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -886595.500000 Penalty: 4370.135742
	Iteration 29Q: 3 clusters Score -886595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -886596.750000 Penalty: 4370.135742
	Iteration 30Q: 3 clusters Score -886596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -886598.437500 Penalty: 4370.135742
	Iteration 31Q: 3 clusters Score -886598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -886599.812500 Penalty: 4370.135742
	Iteration 32Q: 3 clusters Score -886599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -886600.687500 Penalty: 4370.135742
	Iteration 33Q: 3 clusters Score -886600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -886601.937500 Penalty: 4370.135742
	Iteration 34Q: 3 clusters Score -886601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -886604.375000 Penalty: 4370.135742
	Iteration 35Q: 3 clusters Score -886604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -886606.250000 Penalty: 4370.135742
	Iteration 36Q: 3 clusters Score -886606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -886607.875000 Penalty: 4370.135742
	Iteration 37Q: 3 clusters Score -886607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -886608.875000 Penalty: 4370.135742
	Iteration 38Q: 3 clusters Score -886608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -886608.000000 Penalty: 4370.135742
	Iteration 39Q: 3 clusters Score -886608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -886609.750000 Penalty: 4370.135742
	Iteration 40F: 3 clusters Score -886609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -886610.437500 Penalty: 4370.135742
	Iteration 41Q: 3 clusters Score -886610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -886611.125000 Penalty: 4370.135742
	Iteration 42Q: 3 clusters Score -886611.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -886611.625000 Penalty: 4370.135742
	Iteration 43Q: 3 clusters Score -886611.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -886611.937500 Penalty: 4370.135742
	Iteration 44Q: 3 clusters Score -886611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -886611.937500 Penalty: 4370.135742
	Iteration 45F: 3 clusters Score -886611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -2024296.375000 Penalty: 2362.020264
	Iteration 0F: 2 clusters Score -2024296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2014314.250000 Penalty: 4724.040527
	Iteration 0F: 3 clusters Score -2014314 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2017371.125000 Penalty: 4724.040527
	Iteration 1F: 3 clusters Score -2017371 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -2017767.125000 Penalty: 4724.040527
	Iteration 2F: 3 clusters Score -2017767 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2018131.500000 Penalty: 4724.040527
	Iteration 3F: 3 clusters Score -2018132 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2018514.500000 Penalty: 4724.040527
	Iteration 4F: 3 clusters Score -2018514 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -2018963.750000 Penalty: 4724.040527
	Iteration 5F: 3 clusters Score -2018964 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -2019505.500000 Penalty: 4724.040527
	Iteration 6F: 3 clusters Score -2019506 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2019978.750000 Penalty: 4724.040527
	Iteration 7F: 3 clusters Score -2019979 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2020376.750000 Penalty: 4724.040527
	Iteration 8F: 3 clusters Score -2020377 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2020678.000000 Penalty: 4724.040527
	Iteration 9Q: 3 clusters Score -2020678 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2020878.625000 Penalty: 4724.040527
	Iteration 10Q: 3 clusters Score -2020879 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2021041.750000 Penalty: 4724.040527
	Iteration 11Q: 3 clusters Score -2021042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2021201.375000 Penalty: 4724.040527
	Iteration 12Q: 3 clusters Score -2021201 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2021371.875000 Penalty: 4724.040527
	Iteration 13Q: 3 clusters Score -2021372 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2021536.875000 Penalty: 4724.040527
	Iteration 14Q: 3 clusters Score -2021537 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2021699.750000 Penalty: 4724.040527
	Iteration 15Q: 3 clusters Score -2021700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2021864.625000 Penalty: 4724.040527
	Iteration 16Q: 3 clusters Score -2021865 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2022036.375000 Penalty: 4724.040527
	Iteration 17Q: 3 clusters Score -2022036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2022180.250000 Penalty: 4724.040527
	Iteration 18Q: 3 clusters Score -2022180 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2022316.500000 Penalty: 4724.040527
	Iteration 19Q: 3 clusters Score -2022316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2022423.125000 Penalty: 4724.040527
	Iteration 20F: 3 clusters Score -2022423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2022494.125000 Penalty: 4724.040527
	Iteration 21Q: 3 clusters Score -2022494 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2022550.750000 Penalty: 4724.040527
	Iteration 22Q: 3 clusters Score -2022551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2022579.375000 Penalty: 4724.040527
	Iteration 23Q: 3 clusters Score -2022579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2022596.375000 Penalty: 4724.040527
	Iteration 24Q: 3 clusters Score -2022596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2022606.625000 Penalty: 4724.040527
	Iteration 25Q: 3 clusters Score -2022607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2022617.125000 Penalty: 4724.040527
	Iteration 26Q: 3 clusters Score -2022617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2022623.375000 Penalty: 4724.040527
	Iteration 27Q: 3 clusters Score -2022623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2022632.750000 Penalty: 4724.040527
	Iteration 28Q: 3 clusters Score -2022633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2022641.125000 Penalty: 4724.040527
	Iteration 29Q: 3 clusters Score -2022641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2022643.125000 Penalty: 4724.040527
	Iteration 30Q: 3 clusters Score -2022643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2022649.125000 Penalty: 4724.040527
	Iteration 31Q: 3 clusters Score -2022649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2022648.375000 Penalty: 4724.040527
	Iteration 32Q: 3 clusters Score -2022648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2022647.875000 Penalty: 4724.040527
	Iteration 33Q: 3 clusters Score -2022648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2022652.250000 Penalty: 4724.040527
	Iteration 34Q: 3 clusters Score -2022652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2022651.000000 Penalty: 4724.040527
	Iteration 35Q: 3 clusters Score -2022651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2022653.125000 Penalty: 4724.040527
	Iteration 36Q: 3 clusters Score -2022653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2022652.500000 Penalty: 4724.040527
	Iteration 37Q: 3 clusters Score -2022652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2022648.750000 Penalty: 4724.040527
	Iteration 38Q: 3 clusters Score -2022649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2022648.750000 Penalty: 4724.040527
	Iteration 39F: 3 clusters Score -2022649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1315735.125000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1315735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1308825.000000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1308825 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1310745.875000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1310746 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1311020.000000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1311020 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1311182.250000 Penalty: 4511.530273
	Iteration 3Q: 3 clusters Score -1311182 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1311312.125000 Penalty: 4511.530273
	Iteration 4Q: 3 clusters Score -1311312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1311426.875000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -1311427 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1311537.875000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1311538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1311648.500000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1311648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1311773.750000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1311774 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1311899.750000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1311900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1312014.375000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1312014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1312124.750000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1312125 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1312219.250000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1312219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1312344.500000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1312344 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1312456.625000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1312457 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1312577.000000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1312577 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1312685.750000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1312686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1312799.375000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1312799 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1312918.625000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1312919 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1313025.500000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1313026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1313121.375000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1313121 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1313218.375000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1313218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1313319.625000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1313320 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1313411.625000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1313412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1313487.500000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1313488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1313556.125000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1313556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1313610.250000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1313610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1313665.750000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1313666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1313716.000000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1313716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1313755.375000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1313755 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1313800.500000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1313800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1313832.125000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1313832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1313861.250000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1313861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1313881.875000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -1313882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1313899.000000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -1313899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1313911.750000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -1313912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1313923.250000 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -1313923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1313936.000000 Penalty: 4511.530273
	Iteration 37Q: 3 clusters Score -1313936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1313946.875000 Penalty: 4511.530273
	Iteration 38Q: 3 clusters Score -1313947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1313956.500000 Penalty: 4511.530273
	Iteration 39Q: 3 clusters Score -1313956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1313963.125000 Penalty: 4511.530273
	Iteration 40F: 3 clusters Score -1313963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1313969.125000 Penalty: 4511.530273
	Iteration 41Q: 3 clusters Score -1313969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1313974.500000 Penalty: 4511.530273
	Iteration 42Q: 3 clusters Score -1313974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1313975.250000 Penalty: 4511.530273
	Iteration 43Q: 3 clusters Score -1313975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1313975.375000 Penalty: 4511.530273
	Iteration 44Q: 3 clusters Score -1313975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1313975.375000 Penalty: 4511.530273
	Iteration 45F: 3 clusters Score -1313975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Entering Unmasked Estep 
Score: -9346769.000000 Penalty: 2737.989014
	Iteration 0F: 2 clusters Score -9346769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -9304899.000000 Penalty: 5475.978027
	Iteration 0F: 3 clusters Score -9304899 nChanged 29018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -9321584.000000 Penalty: 5475.978027
	Iteration 1F: 3 clusters Score -9321584 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -9322665.000000 Penalty: 5475.978027
	Iteration 2Q: 3 clusters Score -9322665 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -9324189.000000 Penalty: 5475.978027
	Iteration 3Q: 3 clusters Score -9324189 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -9325978.000000 Penalty: 5475.978027
	Iteration 4F: 3 clusters Score -9325978 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -9328072.000000 Penalty: 5475.978027
	Iteration 5F: 3 clusters Score -9328072 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -9330444.000000 Penalty: 5475.978027
	Iteration 6F: 3 clusters Score -9330444 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -9333141.000000 Penalty: 5475.978027
	Iteration 7F: 3 clusters Score -9333141 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -9335637.000000 Penalty: 5475.978027
	Iteration 8F: 3 clusters Score -9335637 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -9337838.000000 Penalty: 5475.978027
	Iteration 9F: 3 clusters Score -9337838 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9339419.000000 Penalty: 5475.978027
	Iteration 10Q: 3 clusters Score -9339419 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -9340408.000000 Penalty: 5475.978027
	Iteration 11Q: 3 clusters Score -9340408 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -9341079.000000 Penalty: 5475.978027
	Iteration 12Q: 3 clusters Score -9341079 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -9341594.000000 Penalty: 5475.978027
	Iteration 13Q: 3 clusters Score -9341594 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -9341979.000000 Penalty: 5475.978027
	Iteration 14Q: 3 clusters Score -9341979 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -9342406.000000 Penalty: 5475.978027
	Iteration 15Q: 3 clusters Score -9342406 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -9342787.000000 Penalty: 5475.978027
	Iteration 16Q: 3 clusters Score -9342787 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -9343111.000000 Penalty: 5475.978027
	Iteration 17Q: 3 clusters Score -9343111 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -9343346.000000 Penalty: 5475.978027
	Iteration 18Q: 3 clusters Score -9343346 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -9343637.000000 Penalty: 5475.978027
	Iteration 19Q: 3 clusters Score -9343637 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -9343745.000000 Penalty: 5475.978027
	Iteration 20F: 3 clusters Score -9343745 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -9343989.000000 Penalty: 5475.978027
	Iteration 21Q: 3 clusters Score -9343989 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -9344174.000000 Penalty: 5475.978027
	Iteration 22Q: 3 clusters Score -9344174 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9344290.000000 Penalty: 5475.978027
	Iteration 23Q: 3 clusters Score -9344290 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9344430.000000 Penalty: 5475.978027
	Iteration 24Q: 3 clusters Score -9344430 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -9344528.000000 Penalty: 5475.978027
	Iteration 25Q: 3 clusters Score -9344528 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -9344617.000000 Penalty: 5475.978027
	Iteration 26Q: 3 clusters Score -9344617 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -9344688.000000 Penalty: 5475.978027
	Iteration 27Q: 3 clusters Score -9344688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -9344751.000000 Penalty: 5475.978027
	Iteration 28Q: 3 clusters Score -9344751 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9344800.000000 Penalty: 5475.978027
	Iteration 29Q: 3 clusters Score -9344800 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -9344874.000000 Penalty: 5475.978027
	Iteration 30Q: 3 clusters Score -9344874 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9344961.000000 Penalty: 5475.978027
	Iteration 31Q: 3 clusters Score -9344961 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -9345010.000000 Penalty: 5475.978027
	Iteration 32Q: 3 clusters Score -9345010 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -9345061.000000 Penalty: 5475.978027
	Iteration 33Q: 3 clusters Score -9345061 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -9345093.000000 Penalty: 5475.978027
	Iteration 34Q: 3 clusters Score -9345093 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -9345103.000000 Penalty: 5475.978027
	Iteration 35Q: 3 clusters Score -9345103 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -9345131.000000 Penalty: 5475.978027
	Iteration 36Q: 3 clusters Score -9345131 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9345153.000000 Penalty: 5475.978027
	Iteration 37Q: 3 clusters Score -9345153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9345176.000000 Penalty: 5475.978027
	Iteration 38Q: 3 clusters Score -9345176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9345216.000000 Penalty: 5475.978027
	Iteration 39Q: 3 clusters Score -9345216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9345232.000000 Penalty: 5475.978027
	Iteration 40F: 3 clusters Score -9345232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9345234.000000 Penalty: 5475.978027
	Iteration 41Q: 3 clusters Score -9345234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58384 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -9345256.000000 Penalty: 5475.978027
	Iteration 42Q: 3 clusters Score -9345256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -9345279.000000 Penalty: 5475.978027
	Iteration 43Q: 3 clusters Score -9345279 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9345290.000000 Penalty: 5475.978027
	Iteration 44Q: 3 clusters Score -9345290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9345302.000000 Penalty: 5475.978027
	Iteration 45Q: 3 clusters Score -9345302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9345315.000000 Penalty: 5475.978027
	Iteration 46Q: 3 clusters Score -9345315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -9345318.000000 Penalty: 5475.978027
	Iteration 47Q: 3 clusters Score -9345318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -9345321.000000 Penalty: 5475.978027
	Iteration 48Q: 3 clusters Score -9345321 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9345329.000000 Penalty: 5475.978027
	Iteration 49Q: 3 clusters Score -9345329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9345330.000000 Penalty: 5475.978027
	Iteration 50Q: 3 clusters Score -9345330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -9345355.000000 Penalty: 5475.978027
	Iteration 51Q: 3 clusters Score -9345355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9345365.000000 Penalty: 5475.978027
	Iteration 52Q: 3 clusters Score -9345365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -9345369.000000 Penalty: 5475.978027
	Iteration 53Q: 3 clusters Score -9345369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -9345401.000000 Penalty: 5475.978027
	Iteration 54Q: 3 clusters Score -9345401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -9345402.000000 Penalty: 5475.978027
	Iteration 55Q: 3 clusters Score -9345402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9345401.000000 Penalty: 5475.978027
	Iteration 56Q: 3 clusters Score -9345401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9345400.000000 Penalty: 5475.978027
	Iteration 57Q: 3 clusters Score -9345400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59173 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9345424.000000 Penalty: 5475.978027
	Iteration 58Q: 3 clusters Score -9345424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9345414.000000 Penalty: 5475.978027
	Iteration 59Q: 3 clusters Score -9345414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9345417.000000 Penalty: 5475.978027
	Iteration 60F: 3 clusters Score -9345417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -9345426.000000 Penalty: 5475.978027
	Iteration 61Q: 3 clusters Score -9345426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9345437.000000 Penalty: 5475.978027
	Iteration 62Q: 3 clusters Score -9345437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -9345457.000000 Penalty: 5475.978027
	Iteration 63Q: 3 clusters Score -9345457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -9345461.000000 Penalty: 5475.978027
	Iteration 64Q: 3 clusters Score -9345461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9345473.000000 Penalty: 5475.978027
	Iteration 65Q: 3 clusters Score -9345473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59429 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9345478.000000 Penalty: 5475.978027
	Iteration 66Q: 3 clusters Score -9345478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -9345488.000000 Penalty: 5475.978027
	Iteration 67Q: 3 clusters Score -9345488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9345503.000000 Penalty: 5475.978027
	Iteration 68Q: 3 clusters Score -9345503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -9345490.000000 Penalty: 5475.978027
	Iteration 69Q: 3 clusters Score -9345490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9345509.000000 Penalty: 5475.978027
	Iteration 70Q: 3 clusters Score -9345509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9345494.000000 Penalty: 5475.978027
	Iteration 71Q: 3 clusters Score -9345494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9345506.000000 Penalty: 5475.978027
	Iteration 72Q: 3 clusters Score -9345506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9345510.000000 Penalty: 5475.978027
	Iteration 73Q: 3 clusters Score -9345510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9345514.000000 Penalty: 5475.978027
	Iteration 74Q: 3 clusters Score -9345514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -9345512.000000 Penalty: 5475.978027
	Iteration 75Q: 3 clusters Score -9345512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9345523.000000 Penalty: 5475.978027
	Iteration 76Q: 3 clusters Score -9345523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9345528.000000 Penalty: 5475.978027
	Iteration 77Q: 3 clusters Score -9345528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9345530.000000 Penalty: 5475.978027
	Iteration 78Q: 3 clusters Score -9345530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9345535.000000 Penalty: 5475.978027
	Iteration 79Q: 3 clusters Score -9345535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9345535.000000 Penalty: 5475.978027
	Iteration 80F: 3 clusters Score -9345535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9345527.000000 Penalty: 5475.978027
	Iteration 81Q: 3 clusters Score -9345527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -9345526.000000 Penalty: 5475.978027
	Iteration 82Q: 3 clusters Score -9345526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9345525.000000 Penalty: 5475.978027
	Iteration 83Q: 3 clusters Score -9345525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9345528.000000 Penalty: 5475.978027
	Iteration 84Q: 3 clusters Score -9345528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9345528.000000 Penalty: 5475.978027
	Iteration 85F: 3 clusters Score -9345528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -203068.984375 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -203069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -200899.218750 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -200899.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -201939.546875 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -201939.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -202648.250000 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -202648.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203007.906250 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -203007.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -203121.890625 Penalty: 3646.492676
	Iteration 4Q: 3 clusters Score -203121.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203165.703125 Penalty: 3646.492676
	Iteration 5Q: 3 clusters Score -203165.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203188.171875 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -203188.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -203194.359375 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -203194.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -203198.140625 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -203198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -203205.078125 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -203205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -203207.765625 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -203207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -203207.765625 Penalty: 3646.492676
	Iteration 11F: 3 clusters Score -203207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 411 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1148 members 
Entering Unmasked Estep 
Score: -115061784.000000 Penalty: 158475.468750
Splitting cluster 5 changes total score from -115062920.000000 to -115061784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1543300.375000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1543300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1535077.000000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1535077 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1537807.625000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1537808 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1538381.125000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1538381 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1538887.500000 Penalty: 4619.286621
	Iteration 3F: 3 clusters Score -1538888 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1539453.000000 Penalty: 4619.286621
	Iteration 4F: 3 clusters Score -1539453 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1539976.375000 Penalty: 4619.286621
	Iteration 5F: 3 clusters Score -1539976 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1540469.125000 Penalty: 4619.286621
	Iteration 6F: 3 clusters Score -1540469 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1540878.000000 Penalty: 4619.286621
	Iteration 7F: 3 clusters Score -1540878 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1541202.875000 Penalty: 4619.286621
	Iteration 8Q: 3 clusters Score -1541203 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1541544.125000 Penalty: 4619.286621
	Iteration 9Q: 3 clusters Score -1541544 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1541831.250000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1541831 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1542029.250000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1542029 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1542143.250000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1542143 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1542230.625000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1542231 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1542272.000000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1542272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1542290.625000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1542291 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1542302.500000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1542302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1542315.125000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1542315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1542324.625000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1542325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1542325.750000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1542326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1542328.500000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1542328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1542333.000000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1542333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1542343.500000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1542344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1542346.875000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1542347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1542351.250000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1542351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1542351.375000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1542351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1542359.250000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1542359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1542361.625000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1542362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1542362.375000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1542362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1542363.000000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1542363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1542367.625000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1542368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1542369.875000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1542370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1542374.250000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1542374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1542371.250000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1542371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1542374.625000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1542375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1542373.750000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1542374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1542374.875000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1542375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1542376.625000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1542377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1542373.000000 Penalty: 4619.286621
	Iteration 38Q: 3 clusters Score -1542373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1542373.500000 Penalty: 4619.286621
	Iteration 39Q: 3 clusters Score -1542374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1542374.125000 Penalty: 4619.286621
	Iteration 40F: 3 clusters Score -1542374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Entering Unmasked Estep 
Score: -91445.351562 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -91445.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89857.320312 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -89857.32 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90271.031250 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -90271.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90433.609375 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -90433.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -90523.164062 Penalty: 3312.457520
	Iteration 3F: 3 clusters Score -90523.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90561.906250 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -90561.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90593.304688 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -90593.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -90633.289062 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -90633.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90657.687500 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -90657.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90679.710938 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -90679.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90722.421875 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -90722.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90767.609375 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -90767.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90791.171875 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -90791.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90818.000000 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -90818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90822.960938 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -90822.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90830.132812 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -90830.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90834.734375 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -90834.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90844.687500 Penalty: 3312.457520
	Iteration 16F: 3 clusters Score -90844.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90859.953125 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -90859.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90869.257812 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -90869.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90886.296875 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -90886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90914.703125 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -90914.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90925.484375 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -90925.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -90936.125000 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -90936.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90954.367188 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -90954.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90968.976562 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -90968.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90995.468750 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -90995.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91032.695312 Penalty: 3312.457520
	Iteration 26Q: 3 clusters Score -91032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -91050.023438 Penalty: 3312.457520
	Iteration 27Q: 3 clusters Score -91050.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91053.062500 Penalty: 3312.457520
	Iteration 28Q: 3 clusters Score -91053.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91053.062500 Penalty: 3312.457520
	Iteration 29F: 3 clusters Score -91053.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -55250.972656 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -55250.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -53873.539062 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -53873.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54034.476562 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -54034.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54087.054688 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -54087.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54113.074219 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -54113.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54120.371094 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -54120.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54123.925781 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -54123.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54125.398438 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -54125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54125.398438 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -54125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1516677.125000 Penalty: 2294.224609
	Iteration 0F: 2 clusters Score -1516677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1508822.375000 Penalty: 4588.449219
	Iteration 0F: 3 clusters Score -1508822 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1511205.000000 Penalty: 4588.449219
	Iteration 1F: 3 clusters Score -1511205 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1511556.375000 Penalty: 4588.449219
	Iteration 2F: 3 clusters Score -1511556 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1511870.250000 Penalty: 4588.449219
	Iteration 3F: 3 clusters Score -1511870 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1512212.125000 Penalty: 4588.449219
	Iteration 4Q: 3 clusters Score -1512212 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1512603.875000 Penalty: 4588.449219
	Iteration 5F: 3 clusters Score -1512604 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1513014.000000 Penalty: 4588.449219
	Iteration 6F: 3 clusters Score -1513014 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1513375.875000 Penalty: 4588.449219
	Iteration 7Q: 3 clusters Score -1513376 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1513692.125000 Penalty: 4588.449219
	Iteration 8Q: 3 clusters Score -1513692 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1513972.875000 Penalty: 4588.449219
	Iteration 9Q: 3 clusters Score -1513973 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1514195.500000 Penalty: 4588.449219
	Iteration 10Q: 3 clusters Score -1514196 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1514407.125000 Penalty: 4588.449219
	Iteration 11Q: 3 clusters Score -1514407 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1514581.125000 Penalty: 4588.449219
	Iteration 12Q: 3 clusters Score -1514581 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1514743.500000 Penalty: 4588.449219
	Iteration 13Q: 3 clusters Score -1514744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1514925.625000 Penalty: 4588.449219
	Iteration 14Q: 3 clusters Score -1514926 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1515151.375000 Penalty: 4588.449219
	Iteration 15Q: 3 clusters Score -1515151 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1515384.500000 Penalty: 4588.449219
	Iteration 16Q: 3 clusters Score -1515384 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1515604.375000 Penalty: 4588.449219
	Iteration 17Q: 3 clusters Score -1515604 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1515794.000000 Penalty: 4588.449219
	Iteration 18Q: 3 clusters Score -1515794 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1515940.625000 Penalty: 4588.449219
	Iteration 19Q: 3 clusters Score -1515941 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1516045.750000 Penalty: 4588.449219
	Iteration 20F: 3 clusters Score -1516046 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1516143.250000 Penalty: 4588.449219
	Iteration 21Q: 3 clusters Score -1516143 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1516206.750000 Penalty: 4588.449219
	Iteration 22Q: 3 clusters Score -1516207 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1516243.625000 Penalty: 4588.449219
	Iteration 23Q: 3 clusters Score -1516244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1516273.500000 Penalty: 4588.449219
	Iteration 24Q: 3 clusters Score -1516274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1516290.875000 Penalty: 4588.449219
	Iteration 25Q: 3 clusters Score -1516291 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1516314.750000 Penalty: 4588.449219
	Iteration 26Q: 3 clusters Score -1516315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1516321.500000 Penalty: 4588.449219
	Iteration 27Q: 3 clusters Score -1516322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1516330.250000 Penalty: 4588.449219
	Iteration 28Q: 3 clusters Score -1516330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1516335.875000 Penalty: 4588.449219
	Iteration 29Q: 3 clusters Score -1516336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1516342.125000 Penalty: 4588.449219
	Iteration 30Q: 3 clusters Score -1516342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1516343.250000 Penalty: 4588.449219
	Iteration 31Q: 3 clusters Score -1516343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1516347.000000 Penalty: 4588.449219
	Iteration 32Q: 3 clusters Score -1516347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1516350.750000 Penalty: 4588.449219
	Iteration 33Q: 3 clusters Score -1516351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1516351.875000 Penalty: 4588.449219
	Iteration 34Q: 3 clusters Score -1516352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1516357.375000 Penalty: 4588.449219
	Iteration 35Q: 3 clusters Score -1516357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1516358.750000 Penalty: 4588.449219
	Iteration 36Q: 3 clusters Score -1516359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1516357.750000 Penalty: 4588.449219
	Iteration 37Q: 3 clusters Score -1516358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1516368.500000 Penalty: 4588.449219
	Iteration 38Q: 3 clusters Score -1516368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1516374.000000 Penalty: 4588.449219
	Iteration 39Q: 3 clusters Score -1516374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1516375.500000 Penalty: 4588.449219
	Iteration 40F: 3 clusters Score -1516376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1516380.750000 Penalty: 4588.449219
	Iteration 41Q: 3 clusters Score -1516381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1516383.625000 Penalty: 4588.449219
	Iteration 42Q: 3 clusters Score -1516384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1516384.375000 Penalty: 4588.449219
	Iteration 43Q: 3 clusters Score -1516384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1516380.375000 Penalty: 4588.449219
	Iteration 44Q: 3 clusters Score -1516380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1516385.750000 Penalty: 4588.449219
	Iteration 45Q: 3 clusters Score -1516386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1516385.750000 Penalty: 4588.449219
	Iteration 46Q: 3 clusters Score -1516386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1516388.750000 Penalty: 4588.449219
	Iteration 47Q: 3 clusters Score -1516389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1516386.875000 Penalty: 4588.449219
	Iteration 48Q: 3 clusters Score -1516387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1516388.625000 Penalty: 4588.449219
	Iteration 49Q: 3 clusters Score -1516389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1516389.625000 Penalty: 4588.449219
	Iteration 50Q: 3 clusters Score -1516390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1516391.375000 Penalty: 4588.449219
	Iteration 51Q: 3 clusters Score -1516391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1516391.375000 Penalty: 4588.449219
	Iteration 52F: 3 clusters Score -1516391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -124336.859375 Penalty: 1692.983276
	Iteration 0F: 2 clusters Score -124336.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122491.937500 Penalty: 3385.966553
	Iteration 0F: 3 clusters Score -122491.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -122850.273438 Penalty: 3385.966553
	Iteration 1F: 3 clusters Score -122850.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -123103.156250 Penalty: 3385.966553
	Iteration 2F: 3 clusters Score -123103.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -123598.882812 Penalty: 3385.966553
	Iteration 3F: 3 clusters Score -123598.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -124625.773438 Penalty: 3385.966553
	Iteration 4F: 3 clusters Score -124625.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -124960.781250 Penalty: 3385.966553
	Iteration 5F: 3 clusters Score -124960.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -125155.468750 Penalty: 3385.966553
	Iteration 6Q: 3 clusters Score -125155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -125264.367188 Penalty: 3385.966553
	Iteration 7Q: 3 clusters Score -125264.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -125332.406250 Penalty: 3385.966553
	Iteration 8Q: 3 clusters Score -125332.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -125430.140625 Penalty: 3385.966553
	Iteration 9Q: 3 clusters Score -125430.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -125470.117188 Penalty: 3385.966553
	Iteration 10Q: 3 clusters Score -125470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -125470.117188 Penalty: 3385.966553
	Iteration 11F: 3 clusters Score -125470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 264 members 
Entering Unmasked Estep 
Score: -115062128.000000 Penalty: 158475.468750
Splitting cluster 10 changes total score from -115062920.000000 to -115062128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (6819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Entering Unmasked Estep 
Score: -854044.625000 Penalty: 2189.212158
	Iteration 0F: 2 clusters Score -854044.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -848515.625000 Penalty: 4378.424316
	Iteration 0F: 3 clusters Score -848515.6 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -850556.937500 Penalty: 4378.424316
	Iteration 1F: 3 clusters Score -850556.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -851487.750000 Penalty: 4378.424316
	Iteration 2F: 3 clusters Score -851487.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -852287.250000 Penalty: 4378.424316
	Iteration 3F: 3 clusters Score -852287.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -852761.625000 Penalty: 4378.424316
	Iteration 4F: 3 clusters Score -852761.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -853047.250000 Penalty: 4378.424316
	Iteration 5F: 3 clusters Score -853047.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -853273.312500 Penalty: 4378.424316
	Iteration 6Q: 3 clusters Score -853273.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -853482.812500 Penalty: 4378.424316
	Iteration 7Q: 3 clusters Score -853482.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -853654.812500 Penalty: 4378.424316
	Iteration 8Q: 3 clusters Score -853654.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -853823.687500 Penalty: 4378.424316
	Iteration 9Q: 3 clusters Score -853823.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -853966.625000 Penalty: 4378.424316
	Iteration 10Q: 3 clusters Score -853966.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -854081.750000 Penalty: 4378.424316
	Iteration 11Q: 3 clusters Score -854081.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -854178.687500 Penalty: 4378.424316
	Iteration 12Q: 3 clusters Score -854178.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -854265.437500 Penalty: 4378.424316
	Iteration 13Q: 3 clusters Score -854265.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -854336.750000 Penalty: 4378.424316
	Iteration 14Q: 3 clusters Score -854336.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -854395.125000 Penalty: 4378.424316
	Iteration 15Q: 3 clusters Score -854395.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -854443.375000 Penalty: 4378.424316
	Iteration 16Q: 3 clusters Score -854443.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -854490.312500 Penalty: 4378.424316
	Iteration 17Q: 3 clusters Score -854490.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -854530.875000 Penalty: 4378.424316
	Iteration 18Q: 3 clusters Score -854530.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -854569.312500 Penalty: 4378.424316
	Iteration 19Q: 3 clusters Score -854569.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -854603.187500 Penalty: 4378.424316
	Iteration 20F: 3 clusters Score -854603.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -854627.250000 Penalty: 4378.424316
	Iteration 21Q: 3 clusters Score -854627.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -854647.812500 Penalty: 4378.424316
	Iteration 22Q: 3 clusters Score -854647.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -854667.812500 Penalty: 4378.424316
	Iteration 23Q: 3 clusters Score -854667.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -854683.062500 Penalty: 4378.424316
	Iteration 24Q: 3 clusters Score -854683.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -854692.312500 Penalty: 4378.424316
	Iteration 25Q: 3 clusters Score -854692.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -854698.187500 Penalty: 4378.424316
	Iteration 26Q: 3 clusters Score -854698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -854703.687500 Penalty: 4378.424316
	Iteration 27Q: 3 clusters Score -854703.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -854703.312500 Penalty: 4378.424316
	Iteration 28Q: 3 clusters Score -854703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -854706.500000 Penalty: 4378.424316
	Iteration 29Q: 3 clusters Score -854706.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -854707.562500 Penalty: 4378.424316
	Iteration 30Q: 3 clusters Score -854707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -854709.000000 Penalty: 4378.424316
	Iteration 31Q: 3 clusters Score -854709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -854706.875000 Penalty: 4378.424316
	Iteration 32Q: 3 clusters Score -854706.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -854708.625000 Penalty: 4378.424316
	Iteration 33Q: 3 clusters Score -854708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -854711.125000 Penalty: 4378.424316
	Iteration 34Q: 3 clusters Score -854711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -854710.625000 Penalty: 4378.424316
	Iteration 35Q: 3 clusters Score -854710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -854712.625000 Penalty: 4378.424316
	Iteration 36Q: 3 clusters Score -854712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -854710.625000 Penalty: 4378.424316
	Iteration 37Q: 3 clusters Score -854710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -854711.625000 Penalty: 4378.424316
	Iteration 38Q: 3 clusters Score -854711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -854712.500000 Penalty: 4378.424316
	Iteration 39Q: 3 clusters Score -854712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -854711.437500 Penalty: 4378.424316
	Iteration 40F: 3 clusters Score -854711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -854711.250000 Penalty: 4378.424316
	Iteration 41Q: 3 clusters Score -854711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -854712.000000 Penalty: 4378.424316
	Iteration 42Q: 3 clusters Score -854712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -854713.437500 Penalty: 4378.424316
	Iteration 43Q: 3 clusters Score -854713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -854713.437500 Penalty: 4378.424316
	Iteration 44F: 3 clusters Score -854713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 3457 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 3362 members 
Entering Unmasked Estep 
Score: -115062168.000000 Penalty: 158475.468750
Splitting cluster 11 changes total score from -115062920.000000 to -115062168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (9883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Entering Unmasked Estep 
Score: -1473224.875000 Penalty: 2281.245605
	Iteration 0F: 2 clusters Score -1473225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1465688.875000 Penalty: 4562.491211
	Iteration 0F: 3 clusters Score -1465689 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1467825.625000 Penalty: 4562.491211
	Iteration 1F: 3 clusters Score -1467826 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1468236.000000 Penalty: 4562.491211
	Iteration 2F: 3 clusters Score -1468236 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1468655.875000 Penalty: 4562.491211
	Iteration 3F: 3 clusters Score -1468656 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1469071.750000 Penalty: 4562.491211
	Iteration 4F: 3 clusters Score -1469072 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1469467.375000 Penalty: 4562.491211
	Iteration 5F: 3 clusters Score -1469467 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1469807.750000 Penalty: 4562.491211
	Iteration 6F: 3 clusters Score -1469808 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1470115.250000 Penalty: 4562.491211
	Iteration 7Q: 3 clusters Score -1470115 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1470389.000000 Penalty: 4562.491211
	Iteration 8Q: 3 clusters Score -1470389 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1470633.500000 Penalty: 4562.491211
	Iteration 9Q: 3 clusters Score -1470634 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1470823.875000 Penalty: 4562.491211
	Iteration 10Q: 3 clusters Score -1470824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1470972.750000 Penalty: 4562.491211
	Iteration 11Q: 3 clusters Score -1470973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1471074.500000 Penalty: 4562.491211
	Iteration 12Q: 3 clusters Score -1471074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1471157.375000 Penalty: 4562.491211
	Iteration 13Q: 3 clusters Score -1471157 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1471230.375000 Penalty: 4562.491211
	Iteration 14Q: 3 clusters Score -1471230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1471283.000000 Penalty: 4562.491211
	Iteration 15Q: 3 clusters Score -1471283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1471313.750000 Penalty: 4562.491211
	Iteration 16Q: 3 clusters Score -1471314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1471339.875000 Penalty: 4562.491211
	Iteration 17Q: 3 clusters Score -1471340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1471350.750000 Penalty: 4562.491211
	Iteration 18Q: 3 clusters Score -1471351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1471367.625000 Penalty: 4562.491211
	Iteration 19Q: 3 clusters Score -1471368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1471394.750000 Penalty: 4562.491211
	Iteration 20F: 3 clusters Score -1471395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1471414.875000 Penalty: 4562.491211
	Iteration 21Q: 3 clusters Score -1471415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1471419.875000 Penalty: 4562.491211
	Iteration 22Q: 3 clusters Score -1471420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1471422.500000 Penalty: 4562.491211
	Iteration 23Q: 3 clusters Score -1471422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1471431.625000 Penalty: 4562.491211
	Iteration 24Q: 3 clusters Score -1471432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1471437.625000 Penalty: 4562.491211
	Iteration 25Q: 3 clusters Score -1471438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1471442.125000 Penalty: 4562.491211
	Iteration 26Q: 3 clusters Score -1471442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1471444.250000 Penalty: 4562.491211
	Iteration 27Q: 3 clusters Score -1471444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1471446.875000 Penalty: 4562.491211
	Iteration 28Q: 3 clusters Score -1471447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1471447.250000 Penalty: 4562.491211
	Iteration 29Q: 3 clusters Score -1471447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1471449.125000 Penalty: 4562.491211
	Iteration 30Q: 3 clusters Score -1471449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1471449.375000 Penalty: 4562.491211
	Iteration 31Q: 3 clusters Score -1471449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1471448.500000 Penalty: 4562.491211
	Iteration 32Q: 3 clusters Score -1471448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1471449.250000 Penalty: 4562.491211
	Iteration 33Q: 3 clusters Score -1471449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1471450.625000 Penalty: 4562.491211
	Iteration 34Q: 3 clusters Score -1471451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1471456.000000 Penalty: 4562.491211
	Iteration 35Q: 3 clusters Score -1471456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1471458.500000 Penalty: 4562.491211
	Iteration 36Q: 3 clusters Score -1471458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1471458.125000 Penalty: 4562.491211
	Iteration 37Q: 3 clusters Score -1471458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1471458.125000 Penalty: 4562.491211
	Iteration 38F: 3 clusters Score -1471458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -937329.312500 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -937329.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -931848.125000 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -931848.1 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -933277.625000 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -933277.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -933582.437500 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -933582.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -933782.187500 Penalty: 4354.125977
	Iteration 3F: 3 clusters Score -933782.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -933934.500000 Penalty: 4354.125977
	Iteration 4Q: 3 clusters Score -933934.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -934059.250000 Penalty: 4354.125977
	Iteration 5Q: 3 clusters Score -934059.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -934154.062500 Penalty: 4354.125977
	Iteration 6Q: 3 clusters Score -934154.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -934232.500000 Penalty: 4354.125977
	Iteration 7Q: 3 clusters Score -934232.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -934279.562500 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -934279.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -934317.125000 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -934317.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -934357.375000 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -934357.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -934397.937500 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -934397.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -934452.250000 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -934452.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -934526.562500 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -934526.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -934609.187500 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -934609.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -934710.937500 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -934710.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -934826.625000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -934826.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -934955.937500 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -934955.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -935098.812500 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -935098.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -935255.875000 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -935255.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -935404.250000 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -935404.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -935551.937500 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -935551.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -935699.312500 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -935699.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -935863.375000 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -935863.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -936026.125000 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -936026.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -936158.062500 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -936158.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -936270.812500 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -936270.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -936367.312500 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -936367.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -936431.750000 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -936431.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -936478.562500 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -936478.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -936513.437500 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -936513.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -936539.562500 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -936539.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -936560.937500 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -936560.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -936574.187500 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -936574.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -936584.250000 Penalty: 4354.125977
	Iteration 34Q: 3 clusters Score -936584.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -936593.562500 Penalty: 4354.125977
	Iteration 35Q: 3 clusters Score -936593.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -936600.625000 Penalty: 4354.125977
	Iteration 36Q: 3 clusters Score -936600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -936605.312500 Penalty: 4354.125977
	Iteration 37Q: 3 clusters Score -936605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -936609.375000 Penalty: 4354.125977
	Iteration 38Q: 3 clusters Score -936609.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -936613.312500 Penalty: 4354.125977
	Iteration 39Q: 3 clusters Score -936613.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -936615.500000 Penalty: 4354.125977
	Iteration 40F: 3 clusters Score -936615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -936617.000000 Penalty: 4354.125977
	Iteration 41Q: 3 clusters Score -936617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -936616.500000 Penalty: 4354.125977
	Iteration 42Q: 3 clusters Score -936616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -936615.187500 Penalty: 4354.125977
	Iteration 43Q: 3 clusters Score -936615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -936615.750000 Penalty: 4354.125977
	Iteration 44Q: 3 clusters Score -936615.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -936616.437500 Penalty: 4354.125977
	Iteration 45Q: 3 clusters Score -936616.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -936618.750000 Penalty: 4354.125977
	Iteration 46Q: 3 clusters Score -936618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -936618.750000 Penalty: 4354.125977
	Iteration 47F: 3 clusters Score -936618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Entering Unmasked Estep 
Score: -14663760.000000 Penalty: 2849.259766
	Iteration 0F: 2 clusters Score -1.466376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -14598640.000000 Penalty: 5698.519531
	Iteration 0F: 3 clusters Score -1.459864e+07 nChanged 45955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -14625490.000000 Penalty: 5698.519531
	Iteration 1F: 3 clusters Score -1.462549e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -14626691.000000 Penalty: 5698.519531
	Iteration 2Q: 3 clusters Score -1.462669e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 58691 members 
Entering Unmasked Estep 
Score: -14628547.000000 Penalty: 5698.519531
	Iteration 3Q: 3 clusters Score -1.462855e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -14631644.000000 Penalty: 5698.519531
	Iteration 4F: 3 clusters Score -1.463164e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 70391 members 
Entering Unmasked Estep 
Score: -14636415.000000 Penalty: 5698.519531
	Iteration 5F: 3 clusters Score -1.463642e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -14642853.000000 Penalty: 5698.519531
	Iteration 6F: 3 clusters Score -1.464285e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 85870 members 
Entering Unmasked Estep 
Score: -14650079.000000 Penalty: 5698.519531
	Iteration 7F: 3 clusters Score -1.465008e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 91754 members 
Entering Unmasked Estep 
Score: -14655874.000000 Penalty: 5698.519531
	Iteration 8F: 3 clusters Score -1.465587e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -14659085.000000 Penalty: 5698.519531
	Iteration 9Q: 3 clusters Score -1.465908e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -14660276.000000 Penalty: 5698.519531
	Iteration 10Q: 3 clusters Score -1.466028e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -14660750.000000 Penalty: 5698.519531
	Iteration 11Q: 3 clusters Score -1.466075e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 97185 members 
Entering Unmasked Estep 
Score: -14660886.000000 Penalty: 5698.519531
	Iteration 12Q: 3 clusters Score -1.466089e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 97250 members 
Entering Unmasked Estep 
Score: -14660993.000000 Penalty: 5698.519531
	Iteration 13Q: 3 clusters Score -1.466099e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -14661089.000000 Penalty: 5698.519531
	Iteration 14Q: 3 clusters Score -1.466109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 97306 members 
Entering Unmasked Estep 
Score: -14661127.000000 Penalty: 5698.519531
	Iteration 15Q: 3 clusters Score -1.466113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97314 members 
Entering Unmasked Estep 
Score: -14661148.000000 Penalty: 5698.519531
	Iteration 16Q: 3 clusters Score -1.466115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -14661164.000000 Penalty: 5698.519531
	Iteration 17Q: 3 clusters Score -1.466116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -14661189.000000 Penalty: 5698.519531
	Iteration 18Q: 3 clusters Score -1.466119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -14661210.000000 Penalty: 5698.519531
	Iteration 19Q: 3 clusters Score -1.466121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -14661231.000000 Penalty: 5698.519531
	Iteration 20F: 3 clusters Score -1.466123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -14661247.000000 Penalty: 5698.519531
	Iteration 21Q: 3 clusters Score -1.466125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97341 members 
Entering Unmasked Estep 
Score: -14661237.000000 Penalty: 5698.519531
	Iteration 22Q: 3 clusters Score -1.466124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -14661240.000000 Penalty: 5698.519531
	Iteration 23Q: 3 clusters Score -1.466124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 97345 members 
Entering Unmasked Estep 
Score: -14661238.000000 Penalty: 5698.519531
	Iteration 24Q: 3 clusters Score -1.466124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -14661248.000000 Penalty: 5698.519531
	Iteration 25Q: 3 clusters Score -1.466125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 97347 members 
Entering Unmasked Estep 
Score: -14661256.000000 Penalty: 5698.519531
	Iteration 26Q: 3 clusters Score -1.466126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -14661250.000000 Penalty: 5698.519531
	Iteration 27Q: 3 clusters Score -1.466125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -14661250.000000 Penalty: 5698.519531
	Iteration 28F: 3 clusters Score -1.466125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Entering Unmasked Estep 
Score: -1731962.500000 Penalty: 2321.250244
	Iteration 0F: 2 clusters Score -1731962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1723293.250000 Penalty: 4642.500488
	Iteration 0F: 3 clusters Score -1723293 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1725903.875000 Penalty: 4642.500488
	Iteration 1F: 3 clusters Score -1725904 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1726279.875000 Penalty: 4642.500488
	Iteration 2F: 3 clusters Score -1726280 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1726570.250000 Penalty: 4642.500488
	Iteration 3F: 3 clusters Score -1726570 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1726856.250000 Penalty: 4642.500488
	Iteration 4Q: 3 clusters Score -1726856 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1727182.375000 Penalty: 4642.500488
	Iteration 5Q: 3 clusters Score -1727182 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1727538.250000 Penalty: 4642.500488
	Iteration 6Q: 3 clusters Score -1727538 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1727983.625000 Penalty: 4642.500488
	Iteration 7Q: 3 clusters Score -1727984 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1728476.625000 Penalty: 4642.500488
	Iteration 8F: 3 clusters Score -1728477 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1728946.250000 Penalty: 4642.500488
	Iteration 9F: 3 clusters Score -1728946 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1729337.625000 Penalty: 4642.500488
	Iteration 10Q: 3 clusters Score -1729338 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1729684.250000 Penalty: 4642.500488
	Iteration 11Q: 3 clusters Score -1729684 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1729972.375000 Penalty: 4642.500488
	Iteration 12Q: 3 clusters Score -1729972 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1730200.000000 Penalty: 4642.500488
	Iteration 13Q: 3 clusters Score -1730200 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1730375.625000 Penalty: 4642.500488
	Iteration 14Q: 3 clusters Score -1730376 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1730534.875000 Penalty: 4642.500488
	Iteration 15Q: 3 clusters Score -1730535 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1730691.500000 Penalty: 4642.500488
	Iteration 16Q: 3 clusters Score -1730692 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1730861.750000 Penalty: 4642.500488
	Iteration 17Q: 3 clusters Score -1730862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1731048.625000 Penalty: 4642.500488
	Iteration 18Q: 3 clusters Score -1731049 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1731239.750000 Penalty: 4642.500488
	Iteration 19Q: 3 clusters Score -1731240 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1731403.625000 Penalty: 4642.500488
	Iteration 20F: 3 clusters Score -1731404 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1731493.125000 Penalty: 4642.500488
	Iteration 21Q: 3 clusters Score -1731493 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1731541.875000 Penalty: 4642.500488
	Iteration 22Q: 3 clusters Score -1731542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1731553.125000 Penalty: 4642.500488
	Iteration 23Q: 3 clusters Score -1731553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1731559.000000 Penalty: 4642.500488
	Iteration 24Q: 3 clusters Score -1731559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1731566.625000 Penalty: 4642.500488
	Iteration 25Q: 3 clusters Score -1731567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1731571.250000 Penalty: 4642.500488
	Iteration 26Q: 3 clusters Score -1731571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1731571.500000 Penalty: 4642.500488
	Iteration 27Q: 3 clusters Score -1731572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1731574.500000 Penalty: 4642.500488
	Iteration 28Q: 3 clusters Score -1731574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1731573.875000 Penalty: 4642.500488
	Iteration 29Q: 3 clusters Score -1731574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1731574.000000 Penalty: 4642.500488
	Iteration 30Q: 3 clusters Score -1731574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1731575.250000 Penalty: 4642.500488
	Iteration 31Q: 3 clusters Score -1731575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1731574.625000 Penalty: 4642.500488
	Iteration 32Q: 3 clusters Score -1731575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1731574.500000 Penalty: 4642.500488
	Iteration 33Q: 3 clusters Score -1731574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1731574.750000 Penalty: 4642.500488
	Iteration 34Q: 3 clusters Score -1731575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1731574.750000 Penalty: 4642.500488
	Iteration 35F: 3 clusters Score -1731575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1432029.750000 Penalty: 2273.238281
	Iteration 0F: 2 clusters Score -1432030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1424693.500000 Penalty: 4546.476562
	Iteration 0F: 3 clusters Score -1424694 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1426785.500000 Penalty: 4546.476562
	Iteration 1F: 3 clusters Score -1426786 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1427078.375000 Penalty: 4546.476562
	Iteration 2F: 3 clusters Score -1427078 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1427303.875000 Penalty: 4546.476562
	Iteration 3Q: 3 clusters Score -1427304 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1427469.750000 Penalty: 4546.476562
	Iteration 4Q: 3 clusters Score -1427470 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1427629.250000 Penalty: 4546.476562
	Iteration 5Q: 3 clusters Score -1427629 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1427796.750000 Penalty: 4546.476562
	Iteration 6Q: 3 clusters Score -1427797 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1427972.000000 Penalty: 4546.476562
	Iteration 7Q: 3 clusters Score -1427972 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1428177.125000 Penalty: 4546.476562
	Iteration 8Q: 3 clusters Score -1428177 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1428383.125000 Penalty: 4546.476562
	Iteration 9Q: 3 clusters Score -1428383 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1428582.750000 Penalty: 4546.476562
	Iteration 10Q: 3 clusters Score -1428583 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1428794.625000 Penalty: 4546.476562
	Iteration 11Q: 3 clusters Score -1428795 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1429000.375000 Penalty: 4546.476562
	Iteration 12Q: 3 clusters Score -1429000 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1429201.000000 Penalty: 4546.476562
	Iteration 13Q: 3 clusters Score -1429201 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1429325.125000 Penalty: 4546.476562
	Iteration 14Q: 3 clusters Score -1429325 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1429399.750000 Penalty: 4546.476562
	Iteration 15Q: 3 clusters Score -1429400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1429444.375000 Penalty: 4546.476562
	Iteration 16Q: 3 clusters Score -1429444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1429477.375000 Penalty: 4546.476562
	Iteration 17Q: 3 clusters Score -1429477 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1429504.750000 Penalty: 4546.476562
	Iteration 18Q: 3 clusters Score -1429505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1429519.625000 Penalty: 4546.476562
	Iteration 19Q: 3 clusters Score -1429520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1429533.750000 Penalty: 4546.476562
	Iteration 20F: 3 clusters Score -1429534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1429544.125000 Penalty: 4546.476562
	Iteration 21Q: 3 clusters Score -1429544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1429556.375000 Penalty: 4546.476562
	Iteration 22Q: 3 clusters Score -1429556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1429558.125000 Penalty: 4546.476562
	Iteration 23Q: 3 clusters Score -1429558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1429565.250000 Penalty: 4546.476562
	Iteration 24Q: 3 clusters Score -1429565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1429570.250000 Penalty: 4546.476562
	Iteration 25Q: 3 clusters Score -1429570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1429575.875000 Penalty: 4546.476562
	Iteration 26Q: 3 clusters Score -1429576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1429581.500000 Penalty: 4546.476562
	Iteration 27Q: 3 clusters Score -1429582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1429589.250000 Penalty: 4546.476562
	Iteration 28Q: 3 clusters Score -1429589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1429603.500000 Penalty: 4546.476562
	Iteration 29Q: 3 clusters Score -1429604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1429603.500000 Penalty: 4546.476562
	Iteration 30Q: 3 clusters Score -1429604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1429605.500000 Penalty: 4546.476562
	Iteration 31Q: 3 clusters Score -1429606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1429610.250000 Penalty: 4546.476562
	Iteration 32Q: 3 clusters Score -1429610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1429612.125000 Penalty: 4546.476562
	Iteration 33Q: 3 clusters Score -1429612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1429615.375000 Penalty: 4546.476562
	Iteration 34Q: 3 clusters Score -1429615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1429614.375000 Penalty: 4546.476562
	Iteration 35Q: 3 clusters Score -1429614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1429614.625000 Penalty: 4546.476562
	Iteration 36Q: 3 clusters Score -1429615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1429613.125000 Penalty: 4546.476562
	Iteration 37Q: 3 clusters Score -1429613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1429616.250000 Penalty: 4546.476562
	Iteration 38Q: 3 clusters Score -1429616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1429619.000000 Penalty: 4546.476562
	Iteration 39Q: 3 clusters Score -1429619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1429621.875000 Penalty: 4546.476562
	Iteration 40F: 3 clusters Score -1429622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1429622.375000 Penalty: 4546.476562
	Iteration 41Q: 3 clusters Score -1429622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1429627.125000 Penalty: 4546.476562
	Iteration 42Q: 3 clusters Score -1429627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1429631.875000 Penalty: 4546.476562
	Iteration 43Q: 3 clusters Score -1429632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1429634.375000 Penalty: 4546.476562
	Iteration 44Q: 3 clusters Score -1429634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1429643.125000 Penalty: 4546.476562
	Iteration 45Q: 3 clusters Score -1429643 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1429647.500000 Penalty: 4546.476562
	Iteration 46Q: 3 clusters Score -1429648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1429650.625000 Penalty: 4546.476562
	Iteration 47Q: 3 clusters Score -1429651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1429648.250000 Penalty: 4546.476562
	Iteration 48Q: 3 clusters Score -1429648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1429652.875000 Penalty: 4546.476562
	Iteration 49Q: 3 clusters Score -1429653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1429655.875000 Penalty: 4546.476562
	Iteration 50Q: 3 clusters Score -1429656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1429656.875000 Penalty: 4546.476562
	Iteration 51Q: 3 clusters Score -1429657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1429657.750000 Penalty: 4546.476562
	Iteration 52Q: 3 clusters Score -1429658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1429658.375000 Penalty: 4546.476562
	Iteration 53Q: 3 clusters Score -1429658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1429657.000000 Penalty: 4546.476562
	Iteration 54Q: 3 clusters Score -1429657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1429659.125000 Penalty: 4546.476562
	Iteration 55Q: 3 clusters Score -1429659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1429661.375000 Penalty: 4546.476562
	Iteration 56Q: 3 clusters Score -1429661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1429663.375000 Penalty: 4546.476562
	Iteration 57Q: 3 clusters Score -1429663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1429665.750000 Penalty: 4546.476562
	Iteration 58Q: 3 clusters Score -1429666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1429671.625000 Penalty: 4546.476562
	Iteration 59Q: 3 clusters Score -1429672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1429669.125000 Penalty: 4546.476562
	Iteration 60F: 3 clusters Score -1429669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1429673.625000 Penalty: 4546.476562
	Iteration 61Q: 3 clusters Score -1429674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1429678.500000 Penalty: 4546.476562
	Iteration 62Q: 3 clusters Score -1429678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1429683.125000 Penalty: 4546.476562
	Iteration 63Q: 3 clusters Score -1429683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1429680.375000 Penalty: 4546.476562
	Iteration 64Q: 3 clusters Score -1429680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1429687.875000 Penalty: 4546.476562
	Iteration 65Q: 3 clusters Score -1429688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1429690.750000 Penalty: 4546.476562
	Iteration 66Q: 3 clusters Score -1429691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1429689.750000 Penalty: 4546.476562
	Iteration 67Q: 3 clusters Score -1429690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1429694.875000 Penalty: 4546.476562
	Iteration 68Q: 3 clusters Score -1429695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1429701.750000 Penalty: 4546.476562
	Iteration 69Q: 3 clusters Score -1429702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1429704.875000 Penalty: 4546.476562
	Iteration 70Q: 3 clusters Score -1429705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1429706.250000 Penalty: 4546.476562
	Iteration 71Q: 3 clusters Score -1429706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1429709.625000 Penalty: 4546.476562
	Iteration 72Q: 3 clusters Score -1429710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1429708.875000 Penalty: 4546.476562
	Iteration 73Q: 3 clusters Score -1429709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1429708.500000 Penalty: 4546.476562
	Iteration 74Q: 3 clusters Score -1429708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1429712.500000 Penalty: 4546.476562
	Iteration 75Q: 3 clusters Score -1429712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1429713.000000 Penalty: 4546.476562
	Iteration 76Q: 3 clusters Score -1429713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1429712.750000 Penalty: 4546.476562
	Iteration 77Q: 3 clusters Score -1429713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1429713.750000 Penalty: 4546.476562
	Iteration 78Q: 3 clusters Score -1429714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1429714.500000 Penalty: 4546.476562
	Iteration 79Q: 3 clusters Score -1429714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1429715.250000 Penalty: 4546.476562
	Iteration 80F: 3 clusters Score -1429715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1429717.625000 Penalty: 4546.476562
	Iteration 81Q: 3 clusters Score -1429718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1429719.000000 Penalty: 4546.476562
	Iteration 82Q: 3 clusters Score -1429719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1429723.250000 Penalty: 4546.476562
	Iteration 83Q: 3 clusters Score -1429723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1429720.250000 Penalty: 4546.476562
	Iteration 84Q: 3 clusters Score -1429720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1429723.000000 Penalty: 4546.476562
	Iteration 85Q: 3 clusters Score -1429723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1429721.375000 Penalty: 4546.476562
	Iteration 86Q: 3 clusters Score -1429721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1429725.000000 Penalty: 4546.476562
	Iteration 87Q: 3 clusters Score -1429725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1429728.000000 Penalty: 4546.476562
	Iteration 88Q: 3 clusters Score -1429728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1429732.000000 Penalty: 4546.476562
	Iteration 89Q: 3 clusters Score -1429732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1429735.500000 Penalty: 4546.476562
	Iteration 90Q: 3 clusters Score -1429736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1429737.625000 Penalty: 4546.476562
	Iteration 91Q: 3 clusters Score -1429738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1429736.125000 Penalty: 4546.476562
	Iteration 92Q: 3 clusters Score -1429736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1429736.250000 Penalty: 4546.476562
	Iteration 93Q: 3 clusters Score -1429736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1429737.750000 Penalty: 4546.476562
	Iteration 94Q: 3 clusters Score -1429738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1429734.125000 Penalty: 4546.476562
	Iteration 95Q: 3 clusters Score -1429734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1429736.125000 Penalty: 4546.476562
	Iteration 96Q: 3 clusters Score -1429736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1429737.250000 Penalty: 4546.476562
	Iteration 97Q: 3 clusters Score -1429737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1429736.625000 Penalty: 4546.476562
	Iteration 98Q: 3 clusters Score -1429737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1429740.625000 Penalty: 4546.476562
	Iteration 99Q: 3 clusters Score -1429741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1429741.000000 Penalty: 4546.476562
	Iteration 100F: 3 clusters Score -1429741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1429743.500000 Penalty: 4546.476562
	Iteration 101Q: 3 clusters Score -1429744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1429742.500000 Penalty: 4546.476562
	Iteration 102Q: 3 clusters Score -1429742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1429743.375000 Penalty: 4546.476562
	Iteration 103Q: 3 clusters Score -1429743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1429742.375000 Penalty: 4546.476562
	Iteration 104Q: 3 clusters Score -1429742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1429742.375000 Penalty: 4546.476562
	Iteration 105Q: 3 clusters Score -1429742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1429743.000000 Penalty: 4546.476562
	Iteration 106Q: 3 clusters Score -1429743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1429745.750000 Penalty: 4546.476562
	Iteration 107Q: 3 clusters Score -1429746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1429743.250000 Penalty: 4546.476562
	Iteration 108Q: 3 clusters Score -1429743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1429745.250000 Penalty: 4546.476562
	Iteration 109Q: 3 clusters Score -1429745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1429743.875000 Penalty: 4546.476562
	Iteration 110Q: 3 clusters Score -1429744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1429745.250000 Penalty: 4546.476562
	Iteration 111Q: 3 clusters Score -1429745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1429746.375000 Penalty: 4546.476562
	Iteration 112Q: 3 clusters Score -1429746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1429746.250000 Penalty: 4546.476562
	Iteration 113Q: 3 clusters Score -1429746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1429747.875000 Penalty: 4546.476562
	Iteration 114Q: 3 clusters Score -1429748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1429747.625000 Penalty: 4546.476562
	Iteration 115Q: 3 clusters Score -1429748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1429746.500000 Penalty: 4546.476562
	Iteration 116Q: 3 clusters Score -1429746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1429750.750000 Penalty: 4546.476562
	Iteration 117Q: 3 clusters Score -1429751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1429755.125000 Penalty: 4546.476562
	Iteration 118Q: 3 clusters Score -1429755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1429757.000000 Penalty: 4546.476562
	Iteration 119Q: 3 clusters Score -1429757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1429753.750000 Penalty: 4546.476562
	Iteration 120F: 3 clusters Score -1429754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1429764.250000 Penalty: 4546.476562
	Iteration 121Q: 3 clusters Score -1429764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1429764.375000 Penalty: 4546.476562
	Iteration 122Q: 3 clusters Score -1429764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1429765.750000 Penalty: 4546.476562
	Iteration 123Q: 3 clusters Score -1429766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1429769.250000 Penalty: 4546.476562
	Iteration 124Q: 3 clusters Score -1429769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1429773.500000 Penalty: 4546.476562
	Iteration 125Q: 3 clusters Score -1429774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1429776.375000 Penalty: 4546.476562
	Iteration 126Q: 3 clusters Score -1429776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1429781.125000 Penalty: 4546.476562
	Iteration 127Q: 3 clusters Score -1429781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1429790.500000 Penalty: 4546.476562
	Iteration 128Q: 3 clusters Score -1429790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1429797.375000 Penalty: 4546.476562
	Iteration 129Q: 3 clusters Score -1429797 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1429806.000000 Penalty: 4546.476562
	Iteration 130Q: 3 clusters Score -1429806 nChanged 20
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: -1429811.250000 Penalty: 4546.476562
	Iteration 131Q: 3 clusters Score -1429811 nChanged 18
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: -1429816.750000 Penalty: 4546.476562
	Iteration 132Q: 3 clusters Score -1429817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1429820.250000 Penalty: 4546.476562
	Iteration 133Q: 3 clusters Score -1429820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1429830.500000 Penalty: 4546.476562
	Iteration 134Q: 3 clusters Score -1429830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1429833.875000 Penalty: 4546.476562
	Iteration 135Q: 3 clusters Score -1429834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1429845.000000 Penalty: 4546.476562
	Iteration 136Q: 3 clusters Score -1429845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1429853.875000 Penalty: 4546.476562
	Iteration 137Q: 3 clusters Score -1429854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1429861.375000 Penalty: 4546.476562
	Iteration 138Q: 3 clusters Score -1429861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1429869.500000 Penalty: 4546.476562
	Iteration 139Q: 3 clusters Score -1429870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1429876.125000 Penalty: 4546.476562
	Iteration 140F: 3 clusters Score -1429876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1429880.875000 Penalty: 4546.476562
	Iteration 141Q: 3 clusters Score -1429881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1429888.250000 Penalty: 4546.476562
	Iteration 142Q: 3 clusters Score -1429888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1429888.625000 Penalty: 4546.476562
	Iteration 143Q: 3 clusters Score -1429889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1429889.750000 Penalty: 4546.476562
	Iteration 144Q: 3 clusters Score -1429890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1429891.500000 Penalty: 4546.476562
	Iteration 145Q: 3 clusters Score -1429892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1429896.500000 Penalty: 4546.476562
	Iteration 146Q: 3 clusters Score -1429896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1429899.000000 Penalty: 4546.476562
	Iteration 147Q: 3 clusters Score -1429899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1429900.125000 Penalty: 4546.476562
	Iteration 148Q: 3 clusters Score -1429900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1429902.875000 Penalty: 4546.476562
	Iteration 149Q: 3 clusters Score -1429903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1429904.375000 Penalty: 4546.476562
	Iteration 150Q: 3 clusters Score -1429904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1429909.375000 Penalty: 4546.476562
	Iteration 151Q: 3 clusters Score -1429909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1429915.500000 Penalty: 4546.476562
	Iteration 152Q: 3 clusters Score -1429916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1429916.250000 Penalty: 4546.476562
	Iteration 153Q: 3 clusters Score -1429916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1429917.000000 Penalty: 4546.476562
	Iteration 154Q: 3 clusters Score -1429917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1429919.875000 Penalty: 4546.476562
	Iteration 155Q: 3 clusters Score -1429920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1429924.875000 Penalty: 4546.476562
	Iteration 156Q: 3 clusters Score -1429925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1429927.875000 Penalty: 4546.476562
	Iteration 157Q: 3 clusters Score -1429928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1429933.625000 Penalty: 4546.476562
	Iteration 158Q: 3 clusters Score -1429934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1429938.000000 Penalty: 4546.476562
	Iteration 159Q: 3 clusters Score -1429938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1429942.250000 Penalty: 4546.476562
	Iteration 160F: 3 clusters Score -1429942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1429939.750000 Penalty: 4546.476562
	Iteration 161Q: 3 clusters Score -1429940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1429944.750000 Penalty: 4546.476562
	Iteration 162Q: 3 clusters Score -1429945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1429949.125000 Penalty: 4546.476562
	Iteration 163Q: 3 clusters Score -1429949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1429952.125000 Penalty: 4546.476562
	Iteration 164Q: 3 clusters Score -1429952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1429952.750000 Penalty: 4546.476562
	Iteration 165Q: 3 clusters Score -1429953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1429956.625000 Penalty: 4546.476562
	Iteration 166Q: 3 clusters Score -1429957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1429963.000000 Penalty: 4546.476562
	Iteration 167Q: 3 clusters Score -1429963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1429965.250000 Penalty: 4546.476562
	Iteration 168Q: 3 clusters Score -1429965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1429967.500000 Penalty: 4546.476562
	Iteration 169Q: 3 clusters Score -1429968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1429972.500000 Penalty: 4546.476562
	Iteration 170Q: 3 clusters Score -1429972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1429975.375000 Penalty: 4546.476562
	Iteration 171Q: 3 clusters Score -1429975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1429979.625000 Penalty: 4546.476562
	Iteration 172Q: 3 clusters Score -1429980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1429979.500000 Penalty: 4546.476562
	Iteration 173Q: 3 clusters Score -1429980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1429982.375000 Penalty: 4546.476562
	Iteration 174Q: 3 clusters Score -1429982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1429982.750000 Penalty: 4546.476562
	Iteration 175Q: 3 clusters Score -1429983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1429984.125000 Penalty: 4546.476562
	Iteration 176Q: 3 clusters Score -1429984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1429983.125000 Penalty: 4546.476562
	Iteration 177Q: 3 clusters Score -1429983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1429981.125000 Penalty: 4546.476562
	Iteration 178Q: 3 clusters Score -1429981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1429982.750000 Penalty: 4546.476562
	Iteration 179Q: 3 clusters Score -1429983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1429981.000000 Penalty: 4546.476562
	Iteration 180F: 3 clusters Score -1429981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1429983.125000 Penalty: 4546.476562
	Iteration 181Q: 3 clusters Score -1429983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1429983.125000 Penalty: 4546.476562
	Iteration 182F: 3 clusters Score -1429983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Entering Unmasked Estep 
Score: -4235459.500000 Penalty: 2559.823486
	Iteration 0F: 2 clusters Score -4235460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4214732.000000 Penalty: 5119.646973
	Iteration 0F: 3 clusters Score -4214732 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -4223007.000000 Penalty: 5119.646973
	Iteration 1F: 3 clusters Score -4223007 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -4224314.500000 Penalty: 5119.646973
	Iteration 2F: 3 clusters Score -4224314 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4225656.000000 Penalty: 5119.646973
	Iteration 3F: 3 clusters Score -4225656 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -4226956.500000 Penalty: 5119.646973
	Iteration 4F: 3 clusters Score -4226956 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4228132.000000 Penalty: 5119.646973
	Iteration 5F: 3 clusters Score -4228132 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -4229087.500000 Penalty: 5119.646973
	Iteration 6F: 3 clusters Score -4229088 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4229917.000000 Penalty: 5119.646973
	Iteration 7Q: 3 clusters Score -4229917 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4230601.500000 Penalty: 5119.646973
	Iteration 8Q: 3 clusters Score -4230602 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4231119.000000 Penalty: 5119.646973
	Iteration 9Q: 3 clusters Score -4231119 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4231498.500000 Penalty: 5119.646973
	Iteration 10Q: 3 clusters Score -4231498 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4231809.000000 Penalty: 5119.646973
	Iteration 11Q: 3 clusters Score -4231809 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -4232067.000000 Penalty: 5119.646973
	Iteration 12Q: 3 clusters Score -4232067 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -4232286.500000 Penalty: 5119.646973
	Iteration 13Q: 3 clusters Score -4232286 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4232464.000000 Penalty: 5119.646973
	Iteration 14Q: 3 clusters Score -4232464 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4232607.500000 Penalty: 5119.646973
	Iteration 15Q: 3 clusters Score -4232608 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4232763.500000 Penalty: 5119.646973
	Iteration 16Q: 3 clusters Score -4232764 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -4232902.500000 Penalty: 5119.646973
	Iteration 17Q: 3 clusters Score -4232902 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4233022.500000 Penalty: 5119.646973
	Iteration 18Q: 3 clusters Score -4233022 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -4233119.000000 Penalty: 5119.646973
	Iteration 19Q: 3 clusters Score -4233119 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4233209.500000 Penalty: 5119.646973
	Iteration 20F: 3 clusters Score -4233210 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4233282.500000 Penalty: 5119.646973
	Iteration 21Q: 3 clusters Score -4233282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4233348.000000 Penalty: 5119.646973
	Iteration 22Q: 3 clusters Score -4233348 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4233376.500000 Penalty: 5119.646973
	Iteration 23Q: 3 clusters Score -4233376 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -4233414.500000 Penalty: 5119.646973
	Iteration 24Q: 3 clusters Score -4233414 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4233451.500000 Penalty: 5119.646973
	Iteration 25Q: 3 clusters Score -4233452 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -4233497.500000 Penalty: 5119.646973
	Iteration 26Q: 3 clusters Score -4233498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -4233525.000000 Penalty: 5119.646973
	Iteration 27Q: 3 clusters Score -4233525 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4233567.000000 Penalty: 5119.646973
	Iteration 28Q: 3 clusters Score -4233567 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4233597.000000 Penalty: 5119.646973
	Iteration 29Q: 3 clusters Score -4233597 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -4233628.000000 Penalty: 5119.646973
	Iteration 30Q: 3 clusters Score -4233628 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4233644.500000 Penalty: 5119.646973
	Iteration 31Q: 3 clusters Score -4233644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4233683.000000 Penalty: 5119.646973
	Iteration 32Q: 3 clusters Score -4233683 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4233693.000000 Penalty: 5119.646973
	Iteration 33Q: 3 clusters Score -4233693 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4233714.000000 Penalty: 5119.646973
	Iteration 34Q: 3 clusters Score -4233714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -4233753.000000 Penalty: 5119.646973
	Iteration 35Q: 3 clusters Score -4233753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -4233794.500000 Penalty: 5119.646973
	Iteration 36Q: 3 clusters Score -4233794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4233820.500000 Penalty: 5119.646973
	Iteration 37Q: 3 clusters Score -4233820 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4233839.000000 Penalty: 5119.646973
	Iteration 38Q: 3 clusters Score -4233839 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4233861.500000 Penalty: 5119.646973
	Iteration 39Q: 3 clusters Score -4233862 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -4233884.500000 Penalty: 5119.646973
	Iteration 40F: 3 clusters Score -4233884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4233919.000000 Penalty: 5119.646973
	Iteration 41Q: 3 clusters Score -4233919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4233937.000000 Penalty: 5119.646973
	Iteration 42Q: 3 clusters Score -4233937 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4233957.000000 Penalty: 5119.646973
	Iteration 43Q: 3 clusters Score -4233957 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4233991.000000 Penalty: 5119.646973
	Iteration 44Q: 3 clusters Score -4233991 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4234019.000000 Penalty: 5119.646973
	Iteration 45Q: 3 clusters Score -4234019 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4234048.000000 Penalty: 5119.646973
	Iteration 46Q: 3 clusters Score -4234048 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -4234051.000000 Penalty: 5119.646973
	Iteration 47Q: 3 clusters Score -4234051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4234066.500000 Penalty: 5119.646973
	Iteration 48Q: 3 clusters Score -4234066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -4234084.500000 Penalty: 5119.646973
	Iteration 49Q: 3 clusters Score -4234084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4234094.500000 Penalty: 5119.646973
	Iteration 50Q: 3 clusters Score -4234094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4234116.500000 Penalty: 5119.646973
	Iteration 51Q: 3 clusters Score -4234116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -4234133.500000 Penalty: 5119.646973
	Iteration 52Q: 3 clusters Score -4234134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4234136.500000 Penalty: 5119.646973
	Iteration 53Q: 3 clusters Score -4234136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4234151.000000 Penalty: 5119.646973
	Iteration 54Q: 3 clusters Score -4234151 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4234173.000000 Penalty: 5119.646973
	Iteration 55Q: 3 clusters Score -4234173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -4234174.000000 Penalty: 5119.646973
	Iteration 56Q: 3 clusters Score -4234174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4234186.500000 Penalty: 5119.646973
	Iteration 57Q: 3 clusters Score -4234186 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4234206.000000 Penalty: 5119.646973
	Iteration 58Q: 3 clusters Score -4234206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4234220.500000 Penalty: 5119.646973
	Iteration 59Q: 3 clusters Score -4234220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4234239.500000 Penalty: 5119.646973
	Iteration 60F: 3 clusters Score -4234240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4234240.500000 Penalty: 5119.646973
	Iteration 61Q: 3 clusters Score -4234240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4234257.000000 Penalty: 5119.646973
	Iteration 62Q: 3 clusters Score -4234257 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -4234255.000000 Penalty: 5119.646973
	Iteration 63Q: 3 clusters Score -4234255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -4234260.500000 Penalty: 5119.646973
	Iteration 64Q: 3 clusters Score -4234260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4234269.500000 Penalty: 5119.646973
	Iteration 65Q: 3 clusters Score -4234270 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4234263.000000 Penalty: 5119.646973
	Iteration 66Q: 3 clusters Score -4234263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4234275.000000 Penalty: 5119.646973
	Iteration 67Q: 3 clusters Score -4234275 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4234300.000000 Penalty: 5119.646973
	Iteration 68Q: 3 clusters Score -4234300 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4234310.000000 Penalty: 5119.646973
	Iteration 69Q: 3 clusters Score -4234310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4234310.000000 Penalty: 5119.646973
	Iteration 70Q: 3 clusters Score -4234310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4234324.500000 Penalty: 5119.646973
	Iteration 71Q: 3 clusters Score -4234324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -4234348.000000 Penalty: 5119.646973
	Iteration 72Q: 3 clusters Score -4234348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -4234360.500000 Penalty: 5119.646973
	Iteration 73Q: 3 clusters Score -4234360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -4234363.000000 Penalty: 5119.646973
	Iteration 74Q: 3 clusters Score -4234363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -4234377.500000 Penalty: 5119.646973
	Iteration 75Q: 3 clusters Score -4234378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -4234383.500000 Penalty: 5119.646973
	Iteration 76Q: 3 clusters Score -4234384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -4234391.000000 Penalty: 5119.646973
	Iteration 77Q: 3 clusters Score -4234391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4234388.500000 Penalty: 5119.646973
	Iteration 78Q: 3 clusters Score -4234388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -4234399.000000 Penalty: 5119.646973
	Iteration 79Q: 3 clusters Score -4234399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -4234398.000000 Penalty: 5119.646973
	Iteration 80F: 3 clusters Score -4234398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4234415.500000 Penalty: 5119.646973
	Iteration 81Q: 3 clusters Score -4234416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -4234423.500000 Penalty: 5119.646973
	Iteration 82Q: 3 clusters Score -4234424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -4234431.000000 Penalty: 5119.646973
	Iteration 83Q: 3 clusters Score -4234431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4234442.500000 Penalty: 5119.646973
	Iteration 84Q: 3 clusters Score -4234442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4234451.500000 Penalty: 5119.646973
	Iteration 85Q: 3 clusters Score -4234452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4234457.000000 Penalty: 5119.646973
	Iteration 86Q: 3 clusters Score -4234457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -4234463.500000 Penalty: 5119.646973
	Iteration 87Q: 3 clusters Score -4234464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4234477.000000 Penalty: 5119.646973
	Iteration 88Q: 3 clusters Score -4234477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -4234472.000000 Penalty: 5119.646973
	Iteration 89Q: 3 clusters Score -4234472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -4234485.000000 Penalty: 5119.646973
	Iteration 90Q: 3 clusters Score -4234485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -4234486.000000 Penalty: 5119.646973
	Iteration 91Q: 3 clusters Score -4234486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -4234495.500000 Penalty: 5119.646973
	Iteration 92Q: 3 clusters Score -4234496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -4234495.500000 Penalty: 5119.646973
	Iteration 93Q: 3 clusters Score -4234496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -4234497.500000 Penalty: 5119.646973
	Iteration 94Q: 3 clusters Score -4234498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -4234498.500000 Penalty: 5119.646973
	Iteration 95Q: 3 clusters Score -4234498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4234504.500000 Penalty: 5119.646973
	Iteration 96Q: 3 clusters Score -4234504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4234499.500000 Penalty: 5119.646973
	Iteration 97Q: 3 clusters Score -4234500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4234498.500000 Penalty: 5119.646973
	Iteration 98Q: 3 clusters Score -4234498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -4234499.500000 Penalty: 5119.646973
	Iteration 99Q: 3 clusters Score -4234500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4234493.500000 Penalty: 5119.646973
	Iteration 100F: 3 clusters Score -4234494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4234501.000000 Penalty: 5119.646973
	Iteration 101Q: 3 clusters Score -4234501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4234503.500000 Penalty: 5119.646973
	Iteration 102Q: 3 clusters Score -4234504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -4234508.000000 Penalty: 5119.646973
	Iteration 103Q: 3 clusters Score -4234508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -4234514.000000 Penalty: 5119.646973
	Iteration 104Q: 3 clusters Score -4234514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4234519.500000 Penalty: 5119.646973
	Iteration 105Q: 3 clusters Score -4234520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -4234526.000000 Penalty: 5119.646973
	Iteration 106Q: 3 clusters Score -4234526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4234534.000000 Penalty: 5119.646973
	Iteration 107Q: 3 clusters Score -4234534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4234536.500000 Penalty: 5119.646973
	Iteration 108Q: 3 clusters Score -4234536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4234530.000000 Penalty: 5119.646973
	Iteration 109Q: 3 clusters Score -4234530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4234538.000000 Penalty: 5119.646973
	Iteration 110Q: 3 clusters Score -4234538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4234534.500000 Penalty: 5119.646973
	Iteration 111Q: 3 clusters Score -4234534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4234535.500000 Penalty: 5119.646973
	Iteration 112Q: 3 clusters Score -4234536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4234535.000000 Penalty: 5119.646973
	Iteration 113Q: 3 clusters Score -4234535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -4234543.500000 Penalty: 5119.646973
	Iteration 114Q: 3 clusters Score -4234544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4234542.500000 Penalty: 5119.646973
	Iteration 115Q: 3 clusters Score -4234542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -4234549.500000 Penalty: 5119.646973
	Iteration 116Q: 3 clusters Score -4234550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4234543.000000 Penalty: 5119.646973
	Iteration 117Q: 3 clusters Score -4234543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4234546.000000 Penalty: 5119.646973
	Iteration 118Q: 3 clusters Score -4234546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4234552.500000 Penalty: 5119.646973
	Iteration 119Q: 3 clusters Score -4234552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -4234555.500000 Penalty: 5119.646973
	Iteration 120F: 3 clusters Score -4234556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4234558.000000 Penalty: 5119.646973
	Iteration 121Q: 3 clusters Score -4234558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4234561.000000 Penalty: 5119.646973
	Iteration 122Q: 3 clusters Score -4234561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -4234565.000000 Penalty: 5119.646973
	Iteration 123Q: 3 clusters Score -4234565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -4234566.000000 Penalty: 5119.646973
	Iteration 124Q: 3 clusters Score -4234566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4234569.500000 Penalty: 5119.646973
	Iteration 125Q: 3 clusters Score -4234570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4234574.500000 Penalty: 5119.646973
	Iteration 126Q: 3 clusters Score -4234574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4234570.000000 Penalty: 5119.646973
	Iteration 127Q: 3 clusters Score -4234570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -4234574.500000 Penalty: 5119.646973
	Iteration 128Q: 3 clusters Score -4234574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -4234583.000000 Penalty: 5119.646973
	Iteration 129Q: 3 clusters Score -4234583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4234587.000000 Penalty: 5119.646973
	Iteration 130Q: 3 clusters Score -4234587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4234595.500000 Penalty: 5119.646973
	Iteration 131Q: 3 clusters Score -4234596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4234588.500000 Penalty: 5119.646973
	Iteration 132Q: 3 clusters Score -4234588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -4234593.000000 Penalty: 5119.646973
	Iteration 133Q: 3 clusters Score -4234593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -4234611.000000 Penalty: 5119.646973
	Iteration 134Q: 3 clusters Score -4234611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -4234609.000000 Penalty: 5119.646973
	Iteration 135Q: 3 clusters Score -4234609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -4234616.000000 Penalty: 5119.646973
	Iteration 136Q: 3 clusters Score -4234616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -4234622.500000 Penalty: 5119.646973
	Iteration 137Q: 3 clusters Score -4234622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4234622.500000 Penalty: 5119.646973
	Iteration 138Q: 3 clusters Score -4234622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4234627.500000 Penalty: 5119.646973
	Iteration 139Q: 3 clusters Score -4234628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -4234620.000000 Penalty: 5119.646973
	Iteration 140F: 3 clusters Score -4234620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -4234622.500000 Penalty: 5119.646973
	Iteration 141Q: 3 clusters Score -4234622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4234628.000000 Penalty: 5119.646973
	Iteration 142Q: 3 clusters Score -4234628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -4234629.000000 Penalty: 5119.646973
	Iteration 143Q: 3 clusters Score -4234629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4234630.500000 Penalty: 5119.646973
	Iteration 144Q: 3 clusters Score -4234630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4234630.500000 Penalty: 5119.646973
	Iteration 145F: 3 clusters Score -4234630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Entering Unmasked Estep 
Score: -1772507.250000 Penalty: 2331.929688
	Iteration 0F: 2 clusters Score -1772507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1763467.250000 Penalty: 4663.859375
	Iteration 0F: 3 clusters Score -1763467 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1766291.875000 Penalty: 4663.859375
	Iteration 1F: 3 clusters Score -1766292 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1766803.250000 Penalty: 4663.859375
	Iteration 2F: 3 clusters Score -1766803 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1767363.500000 Penalty: 4663.859375
	Iteration 3F: 3 clusters Score -1767364 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1768036.375000 Penalty: 4663.859375
	Iteration 4F: 3 clusters Score -1768036 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1768843.250000 Penalty: 4663.859375
	Iteration 5F: 3 clusters Score -1768843 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1769828.500000 Penalty: 4663.859375
	Iteration 6F: 3 clusters Score -1769828 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1770701.625000 Penalty: 4663.859375
	Iteration 7F: 3 clusters Score -1770702 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1771240.875000 Penalty: 4663.859375
	Iteration 8F: 3 clusters Score -1771241 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1771488.000000 Penalty: 4663.859375
	Iteration 9Q: 3 clusters Score -1771488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1771609.000000 Penalty: 4663.859375
	Iteration 10Q: 3 clusters Score -1771609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1771684.750000 Penalty: 4663.859375
	Iteration 11Q: 3 clusters Score -1771685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1771728.250000 Penalty: 4663.859375
	Iteration 12Q: 3 clusters Score -1771728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1771743.625000 Penalty: 4663.859375
	Iteration 13Q: 3 clusters Score -1771744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1771760.250000 Penalty: 4663.859375
	Iteration 14Q: 3 clusters Score -1771760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1771766.125000 Penalty: 4663.859375
	Iteration 15Q: 3 clusters Score -1771766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1771770.500000 Penalty: 4663.859375
	Iteration 16Q: 3 clusters Score -1771770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1771778.000000 Penalty: 4663.859375
	Iteration 17Q: 3 clusters Score -1771778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1771782.500000 Penalty: 4663.859375
	Iteration 18Q: 3 clusters Score -1771782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1771784.125000 Penalty: 4663.859375
	Iteration 19Q: 3 clusters Score -1771784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1771781.625000 Penalty: 4663.859375
	Iteration 20F: 3 clusters Score -1771782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1771782.250000 Penalty: 4663.859375
	Iteration 21Q: 3 clusters Score -1771782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1771782.625000 Penalty: 4663.859375
	Iteration 22Q: 3 clusters Score -1771783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1771785.125000 Penalty: 4663.859375
	Iteration 23Q: 3 clusters Score -1771785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1771785.125000 Penalty: 4663.859375
	Iteration 24F: 3 clusters Score -1771785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Entering Unmasked Estep 
Score: -440258.781250 Penalty: 1993.711182
	Iteration 0F: 2 clusters Score -440258.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -436914.906250 Penalty: 3987.422363
	Iteration 0F: 3 clusters Score -436914.9 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -437648.843750 Penalty: 3987.422363
	Iteration 1F: 3 clusters Score -437648.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -437850.531250 Penalty: 3987.422363
	Iteration 2F: 3 clusters Score -437850.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -438014.718750 Penalty: 3987.422363
	Iteration 3F: 3 clusters Score -438014.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -438183.281250 Penalty: 3987.422363
	Iteration 4F: 3 clusters Score -438183.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -438312.218750 Penalty: 3987.422363
	Iteration 5Q: 3 clusters Score -438312.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -438400.875000 Penalty: 3987.422363
	Iteration 6Q: 3 clusters Score -438400.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -438497.937500 Penalty: 3987.422363
	Iteration 7Q: 3 clusters Score -438497.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -438574.406250 Penalty: 3987.422363
	Iteration 8Q: 3 clusters Score -438574.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -438618.843750 Penalty: 3987.422363
	Iteration 9Q: 3 clusters Score -438618.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -438660.562500 Penalty: 3987.422363
	Iteration 10Q: 3 clusters Score -438660.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -438688.343750 Penalty: 3987.422363
	Iteration 11Q: 3 clusters Score -438688.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -438726.406250 Penalty: 3987.422363
	Iteration 12Q: 3 clusters Score -438726.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -438757.468750 Penalty: 3987.422363
	Iteration 13Q: 3 clusters Score -438757.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -438788.781250 Penalty: 3987.422363
	Iteration 14Q: 3 clusters Score -438788.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -438827.312500 Penalty: 3987.422363
	Iteration 15Q: 3 clusters Score -438827.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -438861.625000 Penalty: 3987.422363
	Iteration 16Q: 3 clusters Score -438861.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -438894.406250 Penalty: 3987.422363
	Iteration 17Q: 3 clusters Score -438894.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -438917.468750 Penalty: 3987.422363
	Iteration 18Q: 3 clusters Score -438917.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -438929.500000 Penalty: 3987.422363
	Iteration 19Q: 3 clusters Score -438929.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -438940.937500 Penalty: 3987.422363
	Iteration 20F: 3 clusters Score -438940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -438951.218750 Penalty: 3987.422363
	Iteration 21Q: 3 clusters Score -438951.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -438962.375000 Penalty: 3987.422363
	Iteration 22Q: 3 clusters Score -438962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -438970.468750 Penalty: 3987.422363
	Iteration 23Q: 3 clusters Score -438970.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -438977.750000 Penalty: 3987.422363
	Iteration 24Q: 3 clusters Score -438977.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -438988.687500 Penalty: 3987.422363
	Iteration 25Q: 3 clusters Score -438988.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -438995.406250 Penalty: 3987.422363
	Iteration 26Q: 3 clusters Score -438995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -439000.906250 Penalty: 3987.422363
	Iteration 27Q: 3 clusters Score -439000.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439004.562500 Penalty: 3987.422363
	Iteration 28Q: 3 clusters Score -439004.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439007.500000 Penalty: 3987.422363
	Iteration 29Q: 3 clusters Score -439007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439008.468750 Penalty: 3987.422363
	Iteration 30Q: 3 clusters Score -439008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439009.218750 Penalty: 3987.422363
	Iteration 31Q: 3 clusters Score -439009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439009.937500 Penalty: 3987.422363
	Iteration 32Q: 3 clusters Score -439009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -439009.906250 Penalty: 3987.422363
	Iteration 33Q: 3 clusters Score -439009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -439011.343750 Penalty: 3987.422363
	Iteration 34Q: 3 clusters Score -439011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -439011.406250 Penalty: 3987.422363
	Iteration 35Q: 3 clusters Score -439011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -439011.468750 Penalty: 3987.422363
	Iteration 36Q: 3 clusters Score -439011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -439011.468750 Penalty: 3987.422363
	Iteration 37F: 3 clusters Score -439011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (97825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Entering Unmasked Estep 
Score: -14489006.000000 Penalty: 2849.751953
	Iteration 0F: 2 clusters Score -1.448901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -14423609.000000 Penalty: 5699.503906
	Iteration 0F: 3 clusters Score -1.442361e+07 nChanged 46308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -14450861.000000 Penalty: 5699.503906
	Iteration 1F: 3 clusters Score -1.445086e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -14452489.000000 Penalty: 5699.503906
	Iteration 2Q: 3 clusters Score -1.445249e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -14454768.000000 Penalty: 5699.503906
	Iteration 3F: 3 clusters Score -1.445477e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -14457925.000000 Penalty: 5699.503906
	Iteration 4F: 3 clusters Score -1.445792e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 64068 members 
Entering Unmasked Estep 
Score: -14461909.000000 Penalty: 5699.503906
	Iteration 5F: 3 clusters Score -1.446191e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -14465973.000000 Penalty: 5699.503906
	Iteration 6F: 3 clusters Score -1.446597e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -14469615.000000 Penalty: 5699.503906
	Iteration 7F: 3 clusters Score -1.446962e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -14473202.000000 Penalty: 5699.503906
	Iteration 8F: 3 clusters Score -1.44732e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -14476625.000000 Penalty: 5699.503906
	Iteration 9Q: 3 clusters Score -1.447662e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -14479769.000000 Penalty: 5699.503906
	Iteration 10Q: 3 clusters Score -1.447977e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -14482333.000000 Penalty: 5699.503906
	Iteration 11Q: 3 clusters Score -1.448233e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 92885 members 
Entering Unmasked Estep 
Score: -14484027.000000 Penalty: 5699.503906
	Iteration 12Q: 3 clusters Score -1.448403e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -14485285.000000 Penalty: 5699.503906
	Iteration 13Q: 3 clusters Score -1.448528e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 95195 members 
Entering Unmasked Estep 
Score: -14486193.000000 Penalty: 5699.503906
	Iteration 14Q: 3 clusters Score -1.448619e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 95631 members 
Entering Unmasked Estep 
Score: -14486664.000000 Penalty: 5699.503906
	Iteration 15Q: 3 clusters Score -1.448666e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 95867 members 
Entering Unmasked Estep 
Score: -14486964.000000 Penalty: 5699.503906
	Iteration 16Q: 3 clusters Score -1.448696e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -14487113.000000 Penalty: 5699.503906
	Iteration 17Q: 3 clusters Score -1.448711e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -14487209.000000 Penalty: 5699.503906
	Iteration 18Q: 3 clusters Score -1.448721e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -14487216.000000 Penalty: 5699.503906
	Iteration 19Q: 3 clusters Score -1.448722e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 96182 members 
Entering Unmasked Estep 
Score: -14487284.000000 Penalty: 5699.503906
	Iteration 20F: 3 clusters Score -1.448728e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -14487306.000000 Penalty: 5699.503906
	Iteration 21Q: 3 clusters Score -1.448731e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 96248 members 
Entering Unmasked Estep 
Score: -14487292.000000 Penalty: 5699.503906
	Iteration 22Q: 3 clusters Score -1.448729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 96266 members 
Entering Unmasked Estep 
Score: -14487305.000000 Penalty: 5699.503906
	Iteration 23Q: 3 clusters Score -1.44873e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -14487307.000000 Penalty: 5699.503906
	Iteration 24Q: 3 clusters Score -1.448731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -14487335.000000 Penalty: 5699.503906
	Iteration 25Q: 3 clusters Score -1.448734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -14487324.000000 Penalty: 5699.503906
	Iteration 26Q: 3 clusters Score -1.448732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -14487337.000000 Penalty: 5699.503906
	Iteration 27Q: 3 clusters Score -1.448734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -14487337.000000 Penalty: 5699.503906
	Iteration 28Q: 3 clusters Score -1.448734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -14487322.000000 Penalty: 5699.503906
	Iteration 29Q: 3 clusters Score -1.448732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -14487327.000000 Penalty: 5699.503906
	Iteration 30Q: 3 clusters Score -1.448733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 96272 members 
Entering Unmasked Estep 
Score: -14487330.000000 Penalty: 5699.503906
	Iteration 31Q: 3 clusters Score -1.448733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -14487321.000000 Penalty: 5699.503906
	Iteration 32Q: 3 clusters Score -1.448732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -14487321.000000 Penalty: 5699.503906
	Iteration 33F: 3 clusters Score -1.448732e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Entering Unmasked Estep 
Score: -3411312.500000 Penalty: 2492.744629
	Iteration 0F: 2 clusters Score -3411312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3395236.000000 Penalty: 4985.489258
	Iteration 0F: 3 clusters Score -3395236 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3401152.250000 Penalty: 4985.489258
	Iteration 1F: 3 clusters Score -3401152 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -3402248.000000 Penalty: 4985.489258
	Iteration 2F: 3 clusters Score -3402248 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3403801.750000 Penalty: 4985.489258
	Iteration 3F: 3 clusters Score -3403802 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3405525.000000 Penalty: 4985.489258
	Iteration 4F: 3 clusters Score -3405525 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3406841.750000 Penalty: 4985.489258
	Iteration 5F: 3 clusters Score -3406842 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3407593.500000 Penalty: 4985.489258
	Iteration 6F: 3 clusters Score -3407594 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3408028.750000 Penalty: 4985.489258
	Iteration 7Q: 3 clusters Score -3408029 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3408271.500000 Penalty: 4985.489258
	Iteration 8Q: 3 clusters Score -3408272 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -3408423.500000 Penalty: 4985.489258
	Iteration 9Q: 3 clusters Score -3408424 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -3408532.500000 Penalty: 4985.489258
	Iteration 10Q: 3 clusters Score -3408532 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3408634.000000 Penalty: 4985.489258
	Iteration 11Q: 3 clusters Score -3408634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3408729.000000 Penalty: 4985.489258
	Iteration 12Q: 3 clusters Score -3408729 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3408807.250000 Penalty: 4985.489258
	Iteration 13Q: 3 clusters Score -3408807 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3408912.250000 Penalty: 4985.489258
	Iteration 14Q: 3 clusters Score -3408912 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3408983.750000 Penalty: 4985.489258
	Iteration 15Q: 3 clusters Score -3408984 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3409061.750000 Penalty: 4985.489258
	Iteration 16Q: 3 clusters Score -3409062 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3409119.000000 Penalty: 4985.489258
	Iteration 17Q: 3 clusters Score -3409119 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3409193.250000 Penalty: 4985.489258
	Iteration 18Q: 3 clusters Score -3409193 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3409286.750000 Penalty: 4985.489258
	Iteration 19Q: 3 clusters Score -3409287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3409351.500000 Penalty: 4985.489258
	Iteration 20F: 3 clusters Score -3409352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3409390.500000 Penalty: 4985.489258
	Iteration 21Q: 3 clusters Score -3409390 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3409414.500000 Penalty: 4985.489258
	Iteration 22Q: 3 clusters Score -3409414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3409438.000000 Penalty: 4985.489258
	Iteration 23Q: 3 clusters Score -3409438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3409455.500000 Penalty: 4985.489258
	Iteration 24Q: 3 clusters Score -3409456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -3409473.500000 Penalty: 4985.489258
	Iteration 25Q: 3 clusters Score -3409474 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3409498.750000 Penalty: 4985.489258
	Iteration 26Q: 3 clusters Score -3409499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3409511.250000 Penalty: 4985.489258
	Iteration 27Q: 3 clusters Score -3409511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3409520.000000 Penalty: 4985.489258
	Iteration 28Q: 3 clusters Score -3409520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3409531.750000 Penalty: 4985.489258
	Iteration 29Q: 3 clusters Score -3409532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3409533.750000 Penalty: 4985.489258
	Iteration 30Q: 3 clusters Score -3409534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -3409541.000000 Penalty: 4985.489258
	Iteration 31Q: 3 clusters Score -3409541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3409549.250000 Penalty: 4985.489258
	Iteration 32Q: 3 clusters Score -3409549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3409561.250000 Penalty: 4985.489258
	Iteration 33Q: 3 clusters Score -3409561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3409561.250000 Penalty: 4985.489258
	Iteration 34Q: 3 clusters Score -3409561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -3409570.500000 Penalty: 4985.489258
	Iteration 35Q: 3 clusters Score -3409570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3409578.500000 Penalty: 4985.489258
	Iteration 36Q: 3 clusters Score -3409578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3409588.750000 Penalty: 4985.489258
	Iteration 37Q: 3 clusters Score -3409589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3409594.500000 Penalty: 4985.489258
	Iteration 38Q: 3 clusters Score -3409594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -3409591.250000 Penalty: 4985.489258
	Iteration 39Q: 3 clusters Score -3409591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3409592.750000 Penalty: 4985.489258
	Iteration 40F: 3 clusters Score -3409593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3409600.750000 Penalty: 4985.489258
	Iteration 41Q: 3 clusters Score -3409601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -3409605.500000 Penalty: 4985.489258
	Iteration 42Q: 3 clusters Score -3409606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -3409606.000000 Penalty: 4985.489258
	Iteration 43Q: 3 clusters Score -3409606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3409612.500000 Penalty: 4985.489258
	Iteration 44Q: 3 clusters Score -3409612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3409611.250000 Penalty: 4985.489258
	Iteration 45Q: 3 clusters Score -3409611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3409617.250000 Penalty: 4985.489258
	Iteration 46Q: 3 clusters Score -3409617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3409618.500000 Penalty: 4985.489258
	Iteration 47Q: 3 clusters Score -3409618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3409617.500000 Penalty: 4985.489258
	Iteration 48Q: 3 clusters Score -3409618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3409613.500000 Penalty: 4985.489258
	Iteration 49Q: 3 clusters Score -3409614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3409611.750000 Penalty: 4985.489258
	Iteration 50Q: 3 clusters Score -3409612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3409615.500000 Penalty: 4985.489258
	Iteration 51Q: 3 clusters Score -3409616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -3409617.000000 Penalty: 4985.489258
	Iteration 52Q: 3 clusters Score -3409617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3409611.750000 Penalty: 4985.489258
	Iteration 53Q: 3 clusters Score -3409612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3409617.000000 Penalty: 4985.489258
	Iteration 54Q: 3 clusters Score -3409617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3409617.000000 Penalty: 4985.489258
	Iteration 55F: 3 clusters Score -3409617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -395495.031250 Penalty: 1979.808594
	Iteration 0F: 2 clusters Score -395495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -392354.937500 Penalty: 3959.617188
	Iteration 0F: 3 clusters Score -392354.9 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -393297.156250 Penalty: 3959.617188
	Iteration 1F: 3 clusters Score -393297.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -393795.312500 Penalty: 3959.617188
	Iteration 2F: 3 clusters Score -393795.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -394346.812500 Penalty: 3959.617188
	Iteration 3F: 3 clusters Score -394346.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -394933.875000 Penalty: 3959.617188
	Iteration 4F: 3 clusters Score -394933.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -395116.437500 Penalty: 3959.617188
	Iteration 5F: 3 clusters Score -395116.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -395244.781250 Penalty: 3959.617188
	Iteration 6Q: 3 clusters Score -395244.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -395346.718750 Penalty: 3959.617188
	Iteration 7Q: 3 clusters Score -395346.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -395434.687500 Penalty: 3959.617188
	Iteration 8Q: 3 clusters Score -395434.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -395505.531250 Penalty: 3959.617188
	Iteration 9Q: 3 clusters Score -395505.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -395571.906250 Penalty: 3959.617188
	Iteration 10Q: 3 clusters Score -395571.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -395613.656250 Penalty: 3959.617188
	Iteration 11Q: 3 clusters Score -395613.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -395647.093750 Penalty: 3959.617188
	Iteration 12Q: 3 clusters Score -395647.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -395668.843750 Penalty: 3959.617188
	Iteration 13Q: 3 clusters Score -395668.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -395686.500000 Penalty: 3959.617188
	Iteration 14Q: 3 clusters Score -395686.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -395692.281250 Penalty: 3959.617188
	Iteration 15Q: 3 clusters Score -395692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -395707.156250 Penalty: 3959.617188
	Iteration 16Q: 3 clusters Score -395707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -395718.875000 Penalty: 3959.617188
	Iteration 17Q: 3 clusters Score -395718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -395741.843750 Penalty: 3959.617188
	Iteration 18Q: 3 clusters Score -395741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -395756.218750 Penalty: 3959.617188
	Iteration 19Q: 3 clusters Score -395756.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -395762.437500 Penalty: 3959.617188
	Iteration 20F: 3 clusters Score -395762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -395763.843750 Penalty: 3959.617188
	Iteration 21Q: 3 clusters Score -395763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -395767.437500 Penalty: 3959.617188
	Iteration 22Q: 3 clusters Score -395767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -395771.562500 Penalty: 3959.617188
	Iteration 23Q: 3 clusters Score -395771.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -395774.093750 Penalty: 3959.617188
	Iteration 24Q: 3 clusters Score -395774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -395774.093750 Penalty: 3959.617188
	Iteration 25F: 3 clusters Score -395774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 780 members 
Entering Unmasked Estep 
Score: -115061936.000000 Penalty: 158475.468750
Splitting cluster 22 changes total score from -115062920.000000 to -115061936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (11963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Entering Unmasked Estep 
Score: -1771318.875000 Penalty: 2328.614258
	Iteration 0F: 2 clusters Score -1771319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1762427.250000 Penalty: 4657.228516
	Iteration 0F: 3 clusters Score -1762427 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1765221.250000 Penalty: 4657.228516
	Iteration 1F: 3 clusters Score -1765221 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1765620.000000 Penalty: 4657.228516
	Iteration 2F: 3 clusters Score -1765620 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1765950.500000 Penalty: 4657.228516
	Iteration 3F: 3 clusters Score -1765950 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1766239.625000 Penalty: 4657.228516
	Iteration 4Q: 3 clusters Score -1766240 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1766502.750000 Penalty: 4657.228516
	Iteration 5Q: 3 clusters Score -1766503 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1766742.125000 Penalty: 4657.228516
	Iteration 6Q: 3 clusters Score -1766742 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1766989.500000 Penalty: 4657.228516
	Iteration 7Q: 3 clusters Score -1766990 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1767283.750000 Penalty: 4657.228516
	Iteration 8Q: 3 clusters Score -1767284 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1767621.125000 Penalty: 4657.228516
	Iteration 9Q: 3 clusters Score -1767621 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1767937.375000 Penalty: 4657.228516
	Iteration 10Q: 3 clusters Score -1767937 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1768275.875000 Penalty: 4657.228516
	Iteration 11Q: 3 clusters Score -1768276 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1768541.500000 Penalty: 4657.228516
	Iteration 12Q: 3 clusters Score -1768542 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1768785.500000 Penalty: 4657.228516
	Iteration 13Q: 3 clusters Score -1768786 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1768975.500000 Penalty: 4657.228516
	Iteration 14Q: 3 clusters Score -1768976 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1769128.625000 Penalty: 4657.228516
	Iteration 15Q: 3 clusters Score -1769129 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1769272.875000 Penalty: 4657.228516
	Iteration 16Q: 3 clusters Score -1769273 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1769394.875000 Penalty: 4657.228516
	Iteration 17Q: 3 clusters Score -1769395 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1769498.250000 Penalty: 4657.228516
	Iteration 18Q: 3 clusters Score -1769498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1769576.125000 Penalty: 4657.228516
	Iteration 19Q: 3 clusters Score -1769576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1769622.750000 Penalty: 4657.228516
	Iteration 20F: 3 clusters Score -1769623 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1769657.875000 Penalty: 4657.228516
	Iteration 21Q: 3 clusters Score -1769658 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1769680.250000 Penalty: 4657.228516
	Iteration 22Q: 3 clusters Score -1769680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1769696.250000 Penalty: 4657.228516
	Iteration 23Q: 3 clusters Score -1769696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1769712.875000 Penalty: 4657.228516
	Iteration 24Q: 3 clusters Score -1769713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1769715.375000 Penalty: 4657.228516
	Iteration 25Q: 3 clusters Score -1769715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1769724.250000 Penalty: 4657.228516
	Iteration 26Q: 3 clusters Score -1769724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1769726.250000 Penalty: 4657.228516
	Iteration 27Q: 3 clusters Score -1769726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1769730.250000 Penalty: 4657.228516
	Iteration 28Q: 3 clusters Score -1769730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1769733.625000 Penalty: 4657.228516
	Iteration 29Q: 3 clusters Score -1769734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1769735.875000 Penalty: 4657.228516
	Iteration 30Q: 3 clusters Score -1769736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1769735.875000 Penalty: 4657.228516
	Iteration 31Q: 3 clusters Score -1769736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1769738.875000 Penalty: 4657.228516
	Iteration 32Q: 3 clusters Score -1769739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1769737.250000 Penalty: 4657.228516
	Iteration 33Q: 3 clusters Score -1769737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1769739.875000 Penalty: 4657.228516
	Iteration 34Q: 3 clusters Score -1769740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1769743.375000 Penalty: 4657.228516
	Iteration 35Q: 3 clusters Score -1769743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1769742.875000 Penalty: 4657.228516
	Iteration 36Q: 3 clusters Score -1769743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1769741.125000 Penalty: 4657.228516
	Iteration 37Q: 3 clusters Score -1769741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1769740.875000 Penalty: 4657.228516
	Iteration 38Q: 3 clusters Score -1769741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1769739.500000 Penalty: 4657.228516
	Iteration 39Q: 3 clusters Score -1769740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1769740.625000 Penalty: 4657.228516
	Iteration 40F: 3 clusters Score -1769741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1769741.250000 Penalty: 4657.228516
	Iteration 41Q: 3 clusters Score -1769741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1769741.250000 Penalty: 4657.228516
	Iteration 42F: 3 clusters Score -1769741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Entering Unmasked Estep 
Score: -12016664.000000 Penalty: 2801.697266
	Iteration 0F: 2 clusters Score -1.201666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -11962749.000000 Penalty: 5603.394531
	Iteration 0F: 3 clusters Score -1.196275e+07 nChanged 37968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -11984086.000000 Penalty: 5603.394531
	Iteration 1F: 3 clusters Score -1.198409e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -11984853.000000 Penalty: 5603.394531
	Iteration 2Q: 3 clusters Score -1.198485e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -11985866.000000 Penalty: 5603.394531
	Iteration 3Q: 3 clusters Score -1.198587e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -11987229.000000 Penalty: 5603.394531
	Iteration 4Q: 3 clusters Score -1.198723e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -11989493.000000 Penalty: 5603.394531
	Iteration 5F: 3 clusters Score -1.198949e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -11993451.000000 Penalty: 5603.394531
	Iteration 6F: 3 clusters Score -1.199345e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -11999118.000000 Penalty: 5603.394531
	Iteration 7F: 3 clusters Score -1.199912e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -12005687.000000 Penalty: 5603.394531
	Iteration 8F: 3 clusters Score -1.200569e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -12010467.000000 Penalty: 5603.394531
	Iteration 9F: 3 clusters Score -1.201047e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -12012843.000000 Penalty: 5603.394531
	Iteration 10Q: 3 clusters Score -1.201284e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12013682.000000 Penalty: 5603.394531
	Iteration 11Q: 3 clusters Score -1.201368e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -12013993.000000 Penalty: 5603.394531
	Iteration 12Q: 3 clusters Score -1.201399e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12014106.000000 Penalty: 5603.394531
	Iteration 13Q: 3 clusters Score -1.201411e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12014165.000000 Penalty: 5603.394531
	Iteration 14Q: 3 clusters Score -1.201416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12014196.000000 Penalty: 5603.394531
	Iteration 15Q: 3 clusters Score -1.20142e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -12014230.000000 Penalty: 5603.394531
	Iteration 16Q: 3 clusters Score -1.201423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12014241.000000 Penalty: 5603.394531
	Iteration 17Q: 3 clusters Score -1.201424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -12014258.000000 Penalty: 5603.394531
	Iteration 18Q: 3 clusters Score -1.201426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -12014263.000000 Penalty: 5603.394531
	Iteration 19Q: 3 clusters Score -1.201426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -12014267.000000 Penalty: 5603.394531
	Iteration 20F: 3 clusters Score -1.201427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -12014268.000000 Penalty: 5603.394531
	Iteration 21Q: 3 clusters Score -1.201427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80309 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12014281.000000 Penalty: 5603.394531
	Iteration 22Q: 3 clusters Score -1.201428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12014276.000000 Penalty: 5603.394531
	Iteration 23Q: 3 clusters Score -1.201428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12014277.000000 Penalty: 5603.394531
	Iteration 24Q: 3 clusters Score -1.201428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -12014277.000000 Penalty: 5603.394531
	Iteration 25F: 3 clusters Score -1.201428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (39210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Entering Unmasked Estep 
Score: -5869941.500000 Penalty: 2623.018311
	Iteration 0F: 2 clusters Score -5869942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5843257.000000 Penalty: 5246.036621
	Iteration 0F: 3 clusters Score -5843257 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -5852897.500000 Penalty: 5246.036621
	Iteration 1F: 3 clusters Score -5852898 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -5853459.000000 Penalty: 5246.036621
	Iteration 2Q: 3 clusters Score -5853459 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5853951.000000 Penalty: 5246.036621
	Iteration 3Q: 3 clusters Score -5853951 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5854489.000000 Penalty: 5246.036621
	Iteration 4Q: 3 clusters Score -5854489 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -5855264.500000 Penalty: 5246.036621
	Iteration 5Q: 3 clusters Score -5855264 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -5856381.000000 Penalty: 5246.036621
	Iteration 6F: 3 clusters Score -5856381 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -5858235.000000 Penalty: 5246.036621
	Iteration 7F: 3 clusters Score -5858235 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -5860990.000000 Penalty: 5246.036621
	Iteration 8F: 3 clusters Score -5860990 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5863677.000000 Penalty: 5246.036621
	Iteration 9F: 3 clusters Score -5863677 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5865542.000000 Penalty: 5246.036621
	Iteration 10F: 3 clusters Score -5865542 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5866658.500000 Penalty: 5246.036621
	Iteration 11Q: 3 clusters Score -5866658 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5867192.500000 Penalty: 5246.036621
	Iteration 12Q: 3 clusters Score -5867192 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5867430.000000 Penalty: 5246.036621
	Iteration 13Q: 3 clusters Score -5867430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5867516.500000 Penalty: 5246.036621
	Iteration 14Q: 3 clusters Score -5867516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5867557.000000 Penalty: 5246.036621
	Iteration 15Q: 3 clusters Score -5867557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5867589.000000 Penalty: 5246.036621
	Iteration 16Q: 3 clusters Score -5867589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5867622.500000 Penalty: 5246.036621
	Iteration 17Q: 3 clusters Score -5867622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5867647.500000 Penalty: 5246.036621
	Iteration 18Q: 3 clusters Score -5867648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5867668.000000 Penalty: 5246.036621
	Iteration 19Q: 3 clusters Score -5867668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5867668.000000 Penalty: 5246.036621
	Iteration 20F: 3 clusters Score -5867668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5867683.500000 Penalty: 5246.036621
	Iteration 21Q: 3 clusters Score -5867684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5867687.000000 Penalty: 5246.036621
	Iteration 22Q: 3 clusters Score -5867687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5867685.000000 Penalty: 5246.036621
	Iteration 23Q: 3 clusters Score -5867685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5867689.000000 Penalty: 5246.036621
	Iteration 24Q: 3 clusters Score -5867689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5867690.000000 Penalty: 5246.036621
	Iteration 25Q: 3 clusters Score -5867690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5867685.000000 Penalty: 5246.036621
	Iteration 26Q: 3 clusters Score -5867685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5867682.000000 Penalty: 5246.036621
	Iteration 27Q: 3 clusters Score -5867682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5867687.000000 Penalty: 5246.036621
	Iteration 28Q: 3 clusters Score -5867687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5867688.000000 Penalty: 5246.036621
	Iteration 29Q: 3 clusters Score -5867688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5867691.500000 Penalty: 5246.036621
	Iteration 30Q: 3 clusters Score -5867692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5867689.500000 Penalty: 5246.036621
	Iteration 31Q: 3 clusters Score -5867690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5867697.000000 Penalty: 5246.036621
	Iteration 32Q: 3 clusters Score -5867697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5867692.500000 Penalty: 5246.036621
	Iteration 33Q: 3 clusters Score -5867692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5867696.000000 Penalty: 5246.036621
	Iteration 34Q: 3 clusters Score -5867696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5867697.000000 Penalty: 5246.036621
	Iteration 35Q: 3 clusters Score -5867697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5867698.000000 Penalty: 5246.036621
	Iteration 36Q: 3 clusters Score -5867698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5867699.500000 Penalty: 5246.036621
	Iteration 37Q: 3 clusters Score -5867700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5867701.000000 Penalty: 5246.036621
	Iteration 38Q: 3 clusters Score -5867701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5867701.000000 Penalty: 5246.036621
	Iteration 39F: 3 clusters Score -5867701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -506554.625000 Penalty: 2031.826172
	Iteration 0F: 2 clusters Score -506554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -502922.125000 Penalty: 4063.652344
	Iteration 0F: 3 clusters Score -502922.1 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -504012.968750 Penalty: 4063.652344
	Iteration 1F: 3 clusters Score -504013 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -504876.687500 Penalty: 4063.652344
	Iteration 2F: 3 clusters Score -504876.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -505943.093750 Penalty: 4063.652344
	Iteration 3F: 3 clusters Score -505943.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -506559.187500 Penalty: 4063.652344
	Iteration 4F: 3 clusters Score -506559.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -506830.156250 Penalty: 4063.652344
	Iteration 5F: 3 clusters Score -506830.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -506927.625000 Penalty: 4063.652344
	Iteration 6Q: 3 clusters Score -506927.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -506963.812500 Penalty: 4063.652344
	Iteration 7Q: 3 clusters Score -506963.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -506985.718750 Penalty: 4063.652344
	Iteration 8Q: 3 clusters Score -506985.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -507000.531250 Penalty: 4063.652344
	Iteration 9Q: 3 clusters Score -507000.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -507004.718750 Penalty: 4063.652344
	Iteration 10Q: 3 clusters Score -507004.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -507007.781250 Penalty: 4063.652344
	Iteration 11Q: 3 clusters Score -507007.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -507012.750000 Penalty: 4063.652344
	Iteration 12Q: 3 clusters Score -507012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -507015.968750 Penalty: 4063.652344
	Iteration 13Q: 3 clusters Score -507016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -507020.968750 Penalty: 4063.652344
	Iteration 14Q: 3 clusters Score -507021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -507025.625000 Penalty: 4063.652344
	Iteration 15Q: 3 clusters Score -507025.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -507028.968750 Penalty: 4063.652344
	Iteration 16Q: 3 clusters Score -507029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -507030.375000 Penalty: 4063.652344
	Iteration 17Q: 3 clusters Score -507030.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -507034.125000 Penalty: 4063.652344
	Iteration 18Q: 3 clusters Score -507034.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -507040.031250 Penalty: 4063.652344
	Iteration 19Q: 3 clusters Score -507040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -507045.812500 Penalty: 4063.652344
	Iteration 20F: 3 clusters Score -507045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -507049.062500 Penalty: 4063.652344
	Iteration 21Q: 3 clusters Score -507049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507052.750000 Penalty: 4063.652344
	Iteration 22Q: 3 clusters Score -507052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -507059.656250 Penalty: 4063.652344
	Iteration 23Q: 3 clusters Score -507059.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -507062.968750 Penalty: 4063.652344
	Iteration 24Q: 3 clusters Score -507063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -507070.500000 Penalty: 4063.652344
	Iteration 25Q: 3 clusters Score -507070.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -507074.406250 Penalty: 4063.652344
	Iteration 26Q: 3 clusters Score -507074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -507077.218750 Penalty: 4063.652344
	Iteration 27Q: 3 clusters Score -507077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -507082.281250 Penalty: 4063.652344
	Iteration 28Q: 3 clusters Score -507082.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -507087.312500 Penalty: 4063.652344
	Iteration 29Q: 3 clusters Score -507087.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -507096.062500 Penalty: 4063.652344
	Iteration 30Q: 3 clusters Score -507096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -507110.968750 Penalty: 4063.652344
	Iteration 31Q: 3 clusters Score -507111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -507123.312500 Penalty: 4063.652344
	Iteration 32Q: 3 clusters Score -507123.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -507137.906250 Penalty: 4063.652344
	Iteration 33Q: 3 clusters Score -507137.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -507155.093750 Penalty: 4063.652344
	Iteration 34Q: 3 clusters Score -507155.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -507178.093750 Penalty: 4063.652344
	Iteration 35Q: 3 clusters Score -507178.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -507207.500000 Penalty: 4063.652344
	Iteration 36Q: 3 clusters Score -507207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -507246.812500 Penalty: 4063.652344
	Iteration 37Q: 3 clusters Score -507246.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -507320.562500 Penalty: 4063.652344
	Iteration 38Q: 3 clusters Score -507320.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -507451.125000 Penalty: 4063.652344
	Iteration 39Q: 3 clusters Score -507451.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -507606.906250 Penalty: 4063.652344
	Iteration 40F: 3 clusters Score -507606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -507675.125000 Penalty: 4063.652344
	Iteration 41Q: 3 clusters Score -507675.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -507700.156250 Penalty: 4063.652344
	Iteration 42Q: 3 clusters Score -507700.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -507705.843750 Penalty: 4063.652344
	Iteration 43Q: 3 clusters Score -507705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -507706.812500 Penalty: 4063.652344
	Iteration 44Q: 3 clusters Score -507706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -507708.343750 Penalty: 4063.652344
	Iteration 45Q: 3 clusters Score -507708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -507709.437500 Penalty: 4063.652344
	Iteration 46Q: 3 clusters Score -507709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -507709.437500 Penalty: 4063.652344
	Iteration 47F: 3 clusters Score -507709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 1467 members 
Entering Unmasked Estep 
Score: -115062872.000000 Penalty: 158475.468750
Splitting cluster 26 changes total score from -115062920.000000 to -115062872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (58978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Entering Unmasked Estep 
Score: -8277993.500000 Penalty: 2724.260010
	Iteration 0F: 2 clusters Score -8277994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -8238586.000000 Penalty: 5448.520020
	Iteration 0F: 3 clusters Score -8238586 nChanged 27247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -8254246.000000 Penalty: 5448.520020
	Iteration 1F: 3 clusters Score -8254246 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -8255585.000000 Penalty: 5448.520020
	Iteration 2F: 3 clusters Score -8255585 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8257011.000000 Penalty: 5448.520020
	Iteration 3F: 3 clusters Score -8257011 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -8258451.500000 Penalty: 5448.520020
	Iteration 4F: 3 clusters Score -8258452 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -8259814.000000 Penalty: 5448.520020
	Iteration 5F: 3 clusters Score -8259814 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8261021.000000 Penalty: 5448.520020
	Iteration 6Q: 3 clusters Score -8261021 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -8261907.000000 Penalty: 5448.520020
	Iteration 7Q: 3 clusters Score -8261907 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8262644.500000 Penalty: 5448.520020
	Iteration 8Q: 3 clusters Score -8262644 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -8263185.000000 Penalty: 5448.520020
	Iteration 9Q: 3 clusters Score -8263185 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -8263752.000000 Penalty: 5448.520020
	Iteration 10Q: 3 clusters Score -8263752 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8264425.500000 Penalty: 5448.520020
	Iteration 11Q: 3 clusters Score -8264426 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8265140.500000 Penalty: 5448.520020
	Iteration 12Q: 3 clusters Score -8265140 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -8265968.000000 Penalty: 5448.520020
	Iteration 13Q: 3 clusters Score -8265968 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8266927.500000 Penalty: 5448.520020
	Iteration 14Q: 3 clusters Score -8266928 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -8267991.000000 Penalty: 5448.520020
	Iteration 15Q: 3 clusters Score -8267991 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8269079.500000 Penalty: 5448.520020
	Iteration 16Q: 3 clusters Score -8269080 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8270276.000000 Penalty: 5448.520020
	Iteration 17Q: 3 clusters Score -8270276 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -8271307.000000 Penalty: 5448.520020
	Iteration 18Q: 3 clusters Score -8271307 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -8272334.500000 Penalty: 5448.520020
	Iteration 19Q: 3 clusters Score -8272334 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -8273310.000000 Penalty: 5448.520020
	Iteration 20F: 3 clusters Score -8273310 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -8274056.500000 Penalty: 5448.520020
	Iteration 21Q: 3 clusters Score -8274056 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -8274636.500000 Penalty: 5448.520020
	Iteration 22Q: 3 clusters Score -8274636 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -8275104.000000 Penalty: 5448.520020
	Iteration 23Q: 3 clusters Score -8275104 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -8275478.000000 Penalty: 5448.520020
	Iteration 24Q: 3 clusters Score -8275478 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -8275709.500000 Penalty: 5448.520020
	Iteration 25Q: 3 clusters Score -8275710 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -8275895.000000 Penalty: 5448.520020
	Iteration 26Q: 3 clusters Score -8275895 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -8276050.000000 Penalty: 5448.520020
	Iteration 27Q: 3 clusters Score -8276050 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -8276159.500000 Penalty: 5448.520020
	Iteration 28Q: 3 clusters Score -8276160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -8276246.500000 Penalty: 5448.520020
	Iteration 29Q: 3 clusters Score -8276246 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -8276301.000000 Penalty: 5448.520020
	Iteration 30Q: 3 clusters Score -8276301 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -8276318.500000 Penalty: 5448.520020
	Iteration 31Q: 3 clusters Score -8276318 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -8276363.000000 Penalty: 5448.520020
	Iteration 32Q: 3 clusters Score -8276363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -8276409.000000 Penalty: 5448.520020
	Iteration 33Q: 3 clusters Score -8276409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -8276431.000000 Penalty: 5448.520020
	Iteration 34Q: 3 clusters Score -8276431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -8276431.500000 Penalty: 5448.520020
	Iteration 35Q: 3 clusters Score -8276432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -8276433.000000 Penalty: 5448.520020
	Iteration 36Q: 3 clusters Score -8276433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -8276448.000000 Penalty: 5448.520020
	Iteration 37Q: 3 clusters Score -8276448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -8276458.000000 Penalty: 5448.520020
	Iteration 38Q: 3 clusters Score -8276458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 57366 members 
Entering Unmasked Estep 
Score: -8276446.000000 Penalty: 5448.520020
	Iteration 39Q: 3 clusters Score -8276446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -8276451.000000 Penalty: 5448.520020
	Iteration 40F: 3 clusters Score -8276451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -8276449.000000 Penalty: 5448.520020
	Iteration 41Q: 3 clusters Score -8276449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -8276447.000000 Penalty: 5448.520020
	Iteration 42Q: 3 clusters Score -8276447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 57416 members 
Entering Unmasked Estep 
Score: -8276449.000000 Penalty: 5448.520020
	Iteration 43Q: 3 clusters Score -8276449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -8276457.500000 Penalty: 5448.520020
	Iteration 44Q: 3 clusters Score -8276458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -8276449.000000 Penalty: 5448.520020
	Iteration 45Q: 3 clusters Score -8276449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 57449 members 
Entering Unmasked Estep 
Score: -8276459.500000 Penalty: 5448.520020
	Iteration 46Q: 3 clusters Score -8276460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -8276463.500000 Penalty: 5448.520020
	Iteration 47Q: 3 clusters Score -8276464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -8276467.000000 Penalty: 5448.520020
	Iteration 48Q: 3 clusters Score -8276467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -8276466.000000 Penalty: 5448.520020
	Iteration 49Q: 3 clusters Score -8276466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 57461 members 
Entering Unmasked Estep 
Score: -8276464.500000 Penalty: 5448.520020
	Iteration 50Q: 3 clusters Score -8276464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -8276460.000000 Penalty: 5448.520020
	Iteration 51Q: 3 clusters Score -8276460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 57465 members 
Entering Unmasked Estep 
Score: -8276461.500000 Penalty: 5448.520020
	Iteration 52Q: 3 clusters Score -8276462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -8276459.000000 Penalty: 5448.520020
	Iteration 53Q: 3 clusters Score -8276459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -8276463.000000 Penalty: 5448.520020
	Iteration 54Q: 3 clusters Score -8276463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 57470 members 
Entering Unmasked Estep 
Score: -8276463.000000 Penalty: 5448.520020
	Iteration 55Q: 3 clusters Score -8276463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -8276469.000000 Penalty: 5448.520020
	Iteration 56Q: 3 clusters Score -8276469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -8276470.500000 Penalty: 5448.520020
	Iteration 57Q: 3 clusters Score -8276470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -8276462.500000 Penalty: 5448.520020
	Iteration 58Q: 3 clusters Score -8276462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -8276461.500000 Penalty: 5448.520020
	Iteration 59Q: 3 clusters Score -8276462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -8276461.000000 Penalty: 5448.520020
	Iteration 60F: 3 clusters Score -8276461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -8276455.000000 Penalty: 5448.520020
	Iteration 61Q: 3 clusters Score -8276455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -8276457.500000 Penalty: 5448.520020
	Iteration 62Q: 3 clusters Score -8276458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -8276473.500000 Penalty: 5448.520020
	Iteration 63Q: 3 clusters Score -8276474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -8276470.000000 Penalty: 5448.520020
	Iteration 64Q: 3 clusters Score -8276470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -8276468.500000 Penalty: 5448.520020
	Iteration 65Q: 3 clusters Score -8276468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -8276462.500000 Penalty: 5448.520020
	Iteration 66Q: 3 clusters Score -8276462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -8276466.500000 Penalty: 5448.520020
	Iteration 67Q: 3 clusters Score -8276466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -8276469.000000 Penalty: 5448.520020
	Iteration 68Q: 3 clusters Score -8276469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -8276470.000000 Penalty: 5448.520020
	Iteration 69Q: 3 clusters Score -8276470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -8276470.000000 Penalty: 5448.520020
	Iteration 70Q: 3 clusters Score -8276470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -8276472.500000 Penalty: 5448.520020
	Iteration 71Q: 3 clusters Score -8276472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -8276472.500000 Penalty: 5448.520020
	Iteration 72F: 3 clusters Score -8276472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -17921.607422 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -17921.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -17109.474609 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -17109.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17533.179688 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -17533.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17755.060547 Penalty: 2712.157715
	Iteration 2F: 3 clusters Score -17755.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17831.181641 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -17831.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17930.619141 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -17930.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17939.500000 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -17939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17944.148438 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -17944.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -17944.148438 Penalty: 2712.157715
	Iteration 7F: 3 clusters Score -17944.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 103 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 134 members 
Entering Unmasked Estep 
Score: -115060944.000000 Penalty: 158475.468750
Splitting cluster 28 changes total score from -115062920.000000 to -115060944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -444689.781250 Penalty: 1986.322021
	Iteration 0F: 2 clusters Score -444689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -441466.375000 Penalty: 3972.644043
	Iteration 0F: 3 clusters Score -441466.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -442117.062500 Penalty: 3972.644043
	Iteration 1F: 3 clusters Score -442117.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -442266.937500 Penalty: 3972.644043
	Iteration 2F: 3 clusters Score -442266.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -442346.156250 Penalty: 3972.644043
	Iteration 3Q: 3 clusters Score -442346.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -442384.531250 Penalty: 3972.644043
	Iteration 4Q: 3 clusters Score -442384.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -442414.125000 Penalty: 3972.644043
	Iteration 5Q: 3 clusters Score -442414.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -442440.062500 Penalty: 3972.644043
	Iteration 6Q: 3 clusters Score -442440.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -442461.937500 Penalty: 3972.644043
	Iteration 7Q: 3 clusters Score -442461.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -442487.906250 Penalty: 3972.644043
	Iteration 8Q: 3 clusters Score -442487.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -442514.906250 Penalty: 3972.644043
	Iteration 9Q: 3 clusters Score -442514.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -442547.625000 Penalty: 3972.644043
	Iteration 10Q: 3 clusters Score -442547.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -442578.593750 Penalty: 3972.644043
	Iteration 11Q: 3 clusters Score -442578.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -442619.000000 Penalty: 3972.644043
	Iteration 12Q: 3 clusters Score -442619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -442668.968750 Penalty: 3972.644043
	Iteration 13Q: 3 clusters Score -442669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -442724.906250 Penalty: 3972.644043
	Iteration 14Q: 3 clusters Score -442724.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -442780.968750 Penalty: 3972.644043
	Iteration 15Q: 3 clusters Score -442781 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -442859.937500 Penalty: 3972.644043
	Iteration 16Q: 3 clusters Score -442859.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -442980.718750 Penalty: 3972.644043
	Iteration 17Q: 3 clusters Score -442980.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -443145.718750 Penalty: 3972.644043
	Iteration 18Q: 3 clusters Score -443145.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -443353.781250 Penalty: 3972.644043
	Iteration 19Q: 3 clusters Score -443353.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -443521.718750 Penalty: 3972.644043
	Iteration 20F: 3 clusters Score -443521.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -443675.750000 Penalty: 3972.644043
	Iteration 21Q: 3 clusters Score -443675.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -443759.281250 Penalty: 3972.644043
	Iteration 22Q: 3 clusters Score -443759.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -443803.031250 Penalty: 3972.644043
	Iteration 23Q: 3 clusters Score -443803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -443821.218750 Penalty: 3972.644043
	Iteration 24Q: 3 clusters Score -443821.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -443831.312500 Penalty: 3972.644043
	Iteration 25Q: 3 clusters Score -443831.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -443836.468750 Penalty: 3972.644043
	Iteration 26Q: 3 clusters Score -443836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -443838.500000 Penalty: 3972.644043
	Iteration 27Q: 3 clusters Score -443838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -443839.562500 Penalty: 3972.644043
	Iteration 28Q: 3 clusters Score -443839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -443841.718750 Penalty: 3972.644043
	Iteration 29Q: 3 clusters Score -443841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -443842.406250 Penalty: 3972.644043
	Iteration 30Q: 3 clusters Score -443842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -443843.687500 Penalty: 3972.644043
	Iteration 31Q: 3 clusters Score -443843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -443844.281250 Penalty: 3972.644043
	Iteration 32Q: 3 clusters Score -443844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -443846.093750 Penalty: 3972.644043
	Iteration 33Q: 3 clusters Score -443846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -443846.687500 Penalty: 3972.644043
	Iteration 34Q: 3 clusters Score -443846.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -443848.187500 Penalty: 3972.644043
	Iteration 35Q: 3 clusters Score -443848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -443848.187500 Penalty: 3972.644043
	Iteration 36F: 3 clusters Score -443848.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Entering Unmasked Estep 
Score: -2334944.000000 Penalty: 2415.088379
	Iteration 0F: 2 clusters Score -2334944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2322890.000000 Penalty: 4830.176758
	Iteration 0F: 3 clusters Score -2322890 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2327482.500000 Penalty: 4830.176758
	Iteration 1F: 3 clusters Score -2327482 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2328784.250000 Penalty: 4830.176758
	Iteration 2F: 3 clusters Score -2328784 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2330032.750000 Penalty: 4830.176758
	Iteration 3F: 3 clusters Score -2330033 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2331005.500000 Penalty: 4830.176758
	Iteration 4F: 3 clusters Score -2331006 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2331702.000000 Penalty: 4830.176758
	Iteration 5F: 3 clusters Score -2331702 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2332162.500000 Penalty: 4830.176758
	Iteration 6F: 3 clusters Score -2332162 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2332513.000000 Penalty: 4830.176758
	Iteration 7Q: 3 clusters Score -2332513 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2332749.500000 Penalty: 4830.176758
	Iteration 8Q: 3 clusters Score -2332750 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2332936.250000 Penalty: 4830.176758
	Iteration 9Q: 3 clusters Score -2332936 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2333113.000000 Penalty: 4830.176758
	Iteration 10Q: 3 clusters Score -2333113 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2333255.000000 Penalty: 4830.176758
	Iteration 11Q: 3 clusters Score -2333255 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2333386.250000 Penalty: 4830.176758
	Iteration 12Q: 3 clusters Score -2333386 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2333518.250000 Penalty: 4830.176758
	Iteration 13Q: 3 clusters Score -2333518 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2333647.500000 Penalty: 4830.176758
	Iteration 14Q: 3 clusters Score -2333648 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2333786.500000 Penalty: 4830.176758
	Iteration 15Q: 3 clusters Score -2333786 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2333922.250000 Penalty: 4830.176758
	Iteration 16Q: 3 clusters Score -2333922 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2334056.000000 Penalty: 4830.176758
	Iteration 17Q: 3 clusters Score -2334056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2334197.500000 Penalty: 4830.176758
	Iteration 18Q: 3 clusters Score -2334198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2334310.250000 Penalty: 4830.176758
	Iteration 19Q: 3 clusters Score -2334310 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2334430.250000 Penalty: 4830.176758
	Iteration 20F: 3 clusters Score -2334430 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2334561.750000 Penalty: 4830.176758
	Iteration 21Q: 3 clusters Score -2334562 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2334658.000000 Penalty: 4830.176758
	Iteration 22Q: 3 clusters Score -2334658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2334743.500000 Penalty: 4830.176758
	Iteration 23Q: 3 clusters Score -2334744 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2334812.500000 Penalty: 4830.176758
	Iteration 24Q: 3 clusters Score -2334812 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2334855.500000 Penalty: 4830.176758
	Iteration 25Q: 3 clusters Score -2334856 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2334899.500000 Penalty: 4830.176758
	Iteration 26Q: 3 clusters Score -2334900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2334927.250000 Penalty: 4830.176758
	Iteration 27Q: 3 clusters Score -2334927 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -2334938.000000 Penalty: 4830.176758
	Iteration 28Q: 3 clusters Score -2334938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2334967.000000 Penalty: 4830.176758
	Iteration 29Q: 3 clusters Score -2334967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2334979.000000 Penalty: 4830.176758
	Iteration 30Q: 3 clusters Score -2334979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2334993.000000 Penalty: 4830.176758
	Iteration 31Q: 3 clusters Score -2334993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2335001.250000 Penalty: 4830.176758
	Iteration 32Q: 3 clusters Score -2335001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2335012.000000 Penalty: 4830.176758
	Iteration 33Q: 3 clusters Score -2335012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2335026.000000 Penalty: 4830.176758
	Iteration 34Q: 3 clusters Score -2335026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2335029.750000 Penalty: 4830.176758
	Iteration 35Q: 3 clusters Score -2335030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -2335039.250000 Penalty: 4830.176758
	Iteration 36Q: 3 clusters Score -2335039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2335047.750000 Penalty: 4830.176758
	Iteration 37Q: 3 clusters Score -2335048 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2335058.750000 Penalty: 4830.176758
	Iteration 38Q: 3 clusters Score -2335059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2335065.500000 Penalty: 4830.176758
	Iteration 39Q: 3 clusters Score -2335066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2335080.500000 Penalty: 4830.176758
	Iteration 40F: 3 clusters Score -2335080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2335087.250000 Penalty: 4830.176758
	Iteration 41Q: 3 clusters Score -2335087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2335080.750000 Penalty: 4830.176758
	Iteration 42Q: 3 clusters Score -2335081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2335083.250000 Penalty: 4830.176758
	Iteration 43Q: 3 clusters Score -2335083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2335089.500000 Penalty: 4830.176758
	Iteration 44Q: 3 clusters Score -2335090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2335091.250000 Penalty: 4830.176758
	Iteration 45Q: 3 clusters Score -2335091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2335099.750000 Penalty: 4830.176758
	Iteration 46Q: 3 clusters Score -2335100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2335100.500000 Penalty: 4830.176758
	Iteration 47Q: 3 clusters Score -2335100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2335104.500000 Penalty: 4830.176758
	Iteration 48Q: 3 clusters Score -2335104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2335108.250000 Penalty: 4830.176758
	Iteration 49Q: 3 clusters Score -2335108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2335108.750000 Penalty: 4830.176758
	Iteration 50Q: 3 clusters Score -2335109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2335108.750000 Penalty: 4830.176758
	Iteration 51Q: 3 clusters Score -2335109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2335113.000000 Penalty: 4830.176758
	Iteration 52Q: 3 clusters Score -2335113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2335117.500000 Penalty: 4830.176758
	Iteration 53Q: 3 clusters Score -2335118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2335120.500000 Penalty: 4830.176758
	Iteration 54Q: 3 clusters Score -2335120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2335123.250000 Penalty: 4830.176758
	Iteration 55Q: 3 clusters Score -2335123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2335129.500000 Penalty: 4830.176758
	Iteration 56Q: 3 clusters Score -2335130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2335124.750000 Penalty: 4830.176758
	Iteration 57Q: 3 clusters Score -2335125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2335128.750000 Penalty: 4830.176758
	Iteration 58Q: 3 clusters Score -2335129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2335125.500000 Penalty: 4830.176758
	Iteration 59Q: 3 clusters Score -2335126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2335126.000000 Penalty: 4830.176758
	Iteration 60F: 3 clusters Score -2335126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2335127.250000 Penalty: 4830.176758
	Iteration 61Q: 3 clusters Score -2335127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2335129.250000 Penalty: 4830.176758
	Iteration 62Q: 3 clusters Score -2335129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2335128.500000 Penalty: 4830.176758
	Iteration 63Q: 3 clusters Score -2335128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2335128.750000 Penalty: 4830.176758
	Iteration 64Q: 3 clusters Score -2335129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2335129.750000 Penalty: 4830.176758
	Iteration 65Q: 3 clusters Score -2335130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2335129.500000 Penalty: 4830.176758
	Iteration 66Q: 3 clusters Score -2335130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2335128.250000 Penalty: 4830.176758
	Iteration 67Q: 3 clusters Score -2335128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2335128.000000 Penalty: 4830.176758
	Iteration 68Q: 3 clusters Score -2335128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2335124.250000 Penalty: 4830.176758
	Iteration 69Q: 3 clusters Score -2335124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2335125.500000 Penalty: 4830.176758
	Iteration 70Q: 3 clusters Score -2335126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2335128.250000 Penalty: 4830.176758
	Iteration 71Q: 3 clusters Score -2335128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2335128.750000 Penalty: 4830.176758
	Iteration 72Q: 3 clusters Score -2335129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2335130.250000 Penalty: 4830.176758
	Iteration 73Q: 3 clusters Score -2335130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2335131.000000 Penalty: 4830.176758
	Iteration 74Q: 3 clusters Score -2335131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2335131.250000 Penalty: 4830.176758
	Iteration 75Q: 3 clusters Score -2335131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2335131.500000 Penalty: 4830.176758
	Iteration 76Q: 3 clusters Score -2335132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2335134.250000 Penalty: 4830.176758
	Iteration 77Q: 3 clusters Score -2335134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2335131.750000 Penalty: 4830.176758
	Iteration 78Q: 3 clusters Score -2335132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2335133.250000 Penalty: 4830.176758
	Iteration 79Q: 3 clusters Score -2335133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2335141.000000 Penalty: 4830.176758
	Iteration 80F: 3 clusters Score -2335141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2335144.750000 Penalty: 4830.176758
	Iteration 81Q: 3 clusters Score -2335145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2335151.500000 Penalty: 4830.176758
	Iteration 82Q: 3 clusters Score -2335152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2335152.500000 Penalty: 4830.176758
	Iteration 83Q: 3 clusters Score -2335152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2335162.250000 Penalty: 4830.176758
	Iteration 84Q: 3 clusters Score -2335162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2335165.500000 Penalty: 4830.176758
	Iteration 85Q: 3 clusters Score -2335166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2335164.250000 Penalty: 4830.176758
	Iteration 86Q: 3 clusters Score -2335164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2335169.000000 Penalty: 4830.176758
	Iteration 87Q: 3 clusters Score -2335169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2335170.500000 Penalty: 4830.176758
	Iteration 88Q: 3 clusters Score -2335170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2335168.250000 Penalty: 4830.176758
	Iteration 89Q: 3 clusters Score -2335168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2335167.250000 Penalty: 4830.176758
	Iteration 90Q: 3 clusters Score -2335167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2335167.250000 Penalty: 4830.176758
	Iteration 91F: 3 clusters Score -2335167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 2778 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Mstep: Class 47 contains 14176 members 
Entering Unmasked Estep 
Score: -115062464.000000 Penalty: 158475.468750
Splitting cluster 30 changes total score from -115062920.000000 to -115062464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -46025.316406 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -46025.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44662.953125 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -44662.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44835.535156 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -44835.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44943.546875 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -44943.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45023.304688 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -45023.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45038.179688 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -45038.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45045.796875 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -45045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45049.148438 Penalty: 2937.102783
	Iteration 6Q: 3 clusters Score -45049.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45054.980469 Penalty: 2937.102783
	Iteration 7Q: 3 clusters Score -45054.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45058.492188 Penalty: 2937.102783
	Iteration 8Q: 3 clusters Score -45058.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45065.273438 Penalty: 2937.102783
	Iteration 9Q: 3 clusters Score -45065.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45072.121094 Penalty: 2937.102783
	Iteration 10Q: 3 clusters Score -45072.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45076.332031 Penalty: 2937.102783
	Iteration 11Q: 3 clusters Score -45076.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45076.332031 Penalty: 2937.102783
	Iteration 12F: 3 clusters Score -45076.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Entering Unmasked Estep 
Score: -1103355.000000 Penalty: 2214.434326
	Iteration 0F: 2 clusters Score -1103355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1097276.625000 Penalty: 4428.868652
	Iteration 0F: 3 clusters Score -1097277 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1098957.875000 Penalty: 4428.868652
	Iteration 1F: 3 clusters Score -1098958 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1099245.125000 Penalty: 4428.868652
	Iteration 2F: 3 clusters Score -1099245 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1099497.125000 Penalty: 4428.868652
	Iteration 3F: 3 clusters Score -1099497 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1099733.250000 Penalty: 4428.868652
	Iteration 4F: 3 clusters Score -1099733 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1100019.500000 Penalty: 4428.868652
	Iteration 5F: 3 clusters Score -1100020 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1100341.750000 Penalty: 4428.868652
	Iteration 6F: 3 clusters Score -1100342 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1100716.625000 Penalty: 4428.868652
	Iteration 7F: 3 clusters Score -1100717 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1101046.000000 Penalty: 4428.868652
	Iteration 8F: 3 clusters Score -1101046 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1101273.000000 Penalty: 4428.868652
	Iteration 9Q: 3 clusters Score -1101273 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1101407.375000 Penalty: 4428.868652
	Iteration 10Q: 3 clusters Score -1101407 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1101495.125000 Penalty: 4428.868652
	Iteration 11Q: 3 clusters Score -1101495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1101542.250000 Penalty: 4428.868652
	Iteration 12Q: 3 clusters Score -1101542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1101570.500000 Penalty: 4428.868652
	Iteration 13Q: 3 clusters Score -1101570 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1101589.375000 Penalty: 4428.868652
	Iteration 14Q: 3 clusters Score -1101589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1101606.000000 Penalty: 4428.868652
	Iteration 15Q: 3 clusters Score -1101606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1101619.250000 Penalty: 4428.868652
	Iteration 16Q: 3 clusters Score -1101619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1101623.625000 Penalty: 4428.868652
	Iteration 17Q: 3 clusters Score -1101624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1101627.875000 Penalty: 4428.868652
	Iteration 18Q: 3 clusters Score -1101628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1101633.375000 Penalty: 4428.868652
	Iteration 19Q: 3 clusters Score -1101633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1101632.375000 Penalty: 4428.868652
	Iteration 20F: 3 clusters Score -1101632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1101634.625000 Penalty: 4428.868652
	Iteration 21Q: 3 clusters Score -1101635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1101638.750000 Penalty: 4428.868652
	Iteration 22Q: 3 clusters Score -1101639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1101638.625000 Penalty: 4428.868652
	Iteration 23Q: 3 clusters Score -1101639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1101639.375000 Penalty: 4428.868652
	Iteration 24Q: 3 clusters Score -1101639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1101638.250000 Penalty: 4428.868652
	Iteration 25Q: 3 clusters Score -1101638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1101641.625000 Penalty: 4428.868652
	Iteration 26Q: 3 clusters Score -1101642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1101641.500000 Penalty: 4428.868652
	Iteration 27Q: 3 clusters Score -1101642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1101643.250000 Penalty: 4428.868652
	Iteration 28Q: 3 clusters Score -1101643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1101647.250000 Penalty: 4428.868652
	Iteration 29Q: 3 clusters Score -1101647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1101647.125000 Penalty: 4428.868652
	Iteration 30Q: 3 clusters Score -1101647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1101648.500000 Penalty: 4428.868652
	Iteration 31Q: 3 clusters Score -1101648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1101651.250000 Penalty: 4428.868652
	Iteration 32Q: 3 clusters Score -1101651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1101654.000000 Penalty: 4428.868652
	Iteration 33Q: 3 clusters Score -1101654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1101656.250000 Penalty: 4428.868652
	Iteration 34Q: 3 clusters Score -1101656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1101655.500000 Penalty: 4428.868652
	Iteration 35Q: 3 clusters Score -1101656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1101659.375000 Penalty: 4428.868652
	Iteration 36Q: 3 clusters Score -1101659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1101655.625000 Penalty: 4428.868652
	Iteration 37Q: 3 clusters Score -1101656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1101658.875000 Penalty: 4428.868652
	Iteration 38Q: 3 clusters Score -1101659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1101658.875000 Penalty: 4428.868652
	Iteration 39F: 3 clusters Score -1101659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Entering Unmasked Estep 
Score: -913387.125000 Penalty: 2172.864502
	Iteration 0F: 2 clusters Score -913387.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -907971.812500 Penalty: 4345.729004
	Iteration 0F: 3 clusters Score -907971.8 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -909699.125000 Penalty: 4345.729004
	Iteration 1F: 3 clusters Score -909699.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -910292.875000 Penalty: 4345.729004
	Iteration 2F: 3 clusters Score -910292.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -910680.062500 Penalty: 4345.729004
	Iteration 3F: 3 clusters Score -910680.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -910939.125000 Penalty: 4345.729004
	Iteration 4F: 3 clusters Score -910939.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -911155.750000 Penalty: 4345.729004
	Iteration 5Q: 3 clusters Score -911155.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -911347.750000 Penalty: 4345.729004
	Iteration 6Q: 3 clusters Score -911347.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -911563.750000 Penalty: 4345.729004
	Iteration 7Q: 3 clusters Score -911563.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -911777.687500 Penalty: 4345.729004
	Iteration 8Q: 3 clusters Score -911777.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -911977.625000 Penalty: 4345.729004
	Iteration 9Q: 3 clusters Score -911977.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -912155.750000 Penalty: 4345.729004
	Iteration 10Q: 3 clusters Score -912155.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -912287.562500 Penalty: 4345.729004
	Iteration 11Q: 3 clusters Score -912287.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -912371.562500 Penalty: 4345.729004
	Iteration 12Q: 3 clusters Score -912371.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -912426.500000 Penalty: 4345.729004
	Iteration 13Q: 3 clusters Score -912426.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -912460.875000 Penalty: 4345.729004
	Iteration 14Q: 3 clusters Score -912460.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -912489.562500 Penalty: 4345.729004
	Iteration 15Q: 3 clusters Score -912489.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -912507.375000 Penalty: 4345.729004
	Iteration 16Q: 3 clusters Score -912507.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -912517.562500 Penalty: 4345.729004
	Iteration 17Q: 3 clusters Score -912517.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -912527.125000 Penalty: 4345.729004
	Iteration 18Q: 3 clusters Score -912527.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -912537.875000 Penalty: 4345.729004
	Iteration 19Q: 3 clusters Score -912537.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -912540.812500 Penalty: 4345.729004
	Iteration 20F: 3 clusters Score -912540.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -912547.312500 Penalty: 4345.729004
	Iteration 21Q: 3 clusters Score -912547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -912552.312500 Penalty: 4345.729004
	Iteration 22Q: 3 clusters Score -912552.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -912554.937500 Penalty: 4345.729004
	Iteration 23Q: 3 clusters Score -912554.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -912558.500000 Penalty: 4345.729004
	Iteration 24Q: 3 clusters Score -912558.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -912561.437500 Penalty: 4345.729004
	Iteration 25Q: 3 clusters Score -912561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -912563.250000 Penalty: 4345.729004
	Iteration 26Q: 3 clusters Score -912563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -912563.500000 Penalty: 4345.729004
	Iteration 27Q: 3 clusters Score -912563.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -912566.937500 Penalty: 4345.729004
	Iteration 28Q: 3 clusters Score -912566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -912568.000000 Penalty: 4345.729004
	Iteration 29Q: 3 clusters Score -912568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -912567.375000 Penalty: 4345.729004
	Iteration 30Q: 3 clusters Score -912567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -912567.000000 Penalty: 4345.729004
	Iteration 31Q: 3 clusters Score -912567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -912567.000000 Penalty: 4345.729004
	Iteration 32F: 3 clusters Score -912567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (32387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Entering Unmasked Estep 
Score: -4819285.000000 Penalty: 2575.607178
	Iteration 0F: 2 clusters Score -4819285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -4797188.000000 Penalty: 5151.214355
	Iteration 0F: 3 clusters Score -4797188 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4805067.500000 Penalty: 5151.214355
	Iteration 1F: 3 clusters Score -4805068 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4805486.500000 Penalty: 5151.214355
	Iteration 2Q: 3 clusters Score -4805486 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4805835.500000 Penalty: 5151.214355
	Iteration 3Q: 3 clusters Score -4805836 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4806138.000000 Penalty: 5151.214355
	Iteration 4Q: 3 clusters Score -4806138 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4806363.500000 Penalty: 5151.214355
	Iteration 5Q: 3 clusters Score -4806364 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -4806595.000000 Penalty: 5151.214355
	Iteration 6Q: 3 clusters Score -4806595 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4806842.500000 Penalty: 5151.214355
	Iteration 7Q: 3 clusters Score -4806842 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4807091.000000 Penalty: 5151.214355
	Iteration 8Q: 3 clusters Score -4807091 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4807400.000000 Penalty: 5151.214355
	Iteration 9Q: 3 clusters Score -4807400 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4807765.500000 Penalty: 5151.214355
	Iteration 10Q: 3 clusters Score -4807766 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4808219.000000 Penalty: 5151.214355
	Iteration 11Q: 3 clusters Score -4808219 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4808735.500000 Penalty: 5151.214355
	Iteration 12Q: 3 clusters Score -4808736 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4809318.000000 Penalty: 5151.214355
	Iteration 13Q: 3 clusters Score -4809318 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4810019.000000 Penalty: 5151.214355
	Iteration 14Q: 3 clusters Score -4810019 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4810874.000000 Penalty: 5151.214355
	Iteration 15Q: 3 clusters Score -4810874 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -4811749.500000 Penalty: 5151.214355
	Iteration 16Q: 3 clusters Score -4811750 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4812588.000000 Penalty: 5151.214355
	Iteration 17Q: 3 clusters Score -4812588 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -4813258.500000 Penalty: 5151.214355
	Iteration 18Q: 3 clusters Score -4813258 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -4813731.000000 Penalty: 5151.214355
	Iteration 19Q: 3 clusters Score -4813731 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -4814045.000000 Penalty: 5151.214355
	Iteration 20F: 3 clusters Score -4814045 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4814309.000000 Penalty: 5151.214355
	Iteration 21Q: 3 clusters Score -4814309 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4814516.500000 Penalty: 5151.214355
	Iteration 22Q: 3 clusters Score -4814516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4814721.500000 Penalty: 5151.214355
	Iteration 23Q: 3 clusters Score -4814722 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4814909.500000 Penalty: 5151.214355
	Iteration 24Q: 3 clusters Score -4814910 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4815083.500000 Penalty: 5151.214355
	Iteration 25Q: 3 clusters Score -4815084 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4815267.500000 Penalty: 5151.214355
	Iteration 26Q: 3 clusters Score -4815268 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4815415.000000 Penalty: 5151.214355
	Iteration 27Q: 3 clusters Score -4815415 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4815580.000000 Penalty: 5151.214355
	Iteration 28Q: 3 clusters Score -4815580 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4815762.500000 Penalty: 5151.214355
	Iteration 29Q: 3 clusters Score -4815762 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -4815896.000000 Penalty: 5151.214355
	Iteration 30Q: 3 clusters Score -4815896 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4816012.500000 Penalty: 5151.214355
	Iteration 31Q: 3 clusters Score -4816012 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4816133.000000 Penalty: 5151.214355
	Iteration 32Q: 3 clusters Score -4816133 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4816242.000000 Penalty: 5151.214355
	Iteration 33Q: 3 clusters Score -4816242 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4816342.000000 Penalty: 5151.214355
	Iteration 34Q: 3 clusters Score -4816342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4816423.000000 Penalty: 5151.214355
	Iteration 35Q: 3 clusters Score -4816423 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4816518.500000 Penalty: 5151.214355
	Iteration 36Q: 3 clusters Score -4816518 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4816572.500000 Penalty: 5151.214355
	Iteration 37Q: 3 clusters Score -4816572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4816655.500000 Penalty: 5151.214355
	Iteration 38Q: 3 clusters Score -4816656 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4816710.500000 Penalty: 5151.214355
	Iteration 39Q: 3 clusters Score -4816710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4816773.000000 Penalty: 5151.214355
	Iteration 40F: 3 clusters Score -4816773 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4816814.500000 Penalty: 5151.214355
	Iteration 41Q: 3 clusters Score -4816814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4816836.000000 Penalty: 5151.214355
	Iteration 42Q: 3 clusters Score -4816836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4816867.500000 Penalty: 5151.214355
	Iteration 43Q: 3 clusters Score -4816868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4816904.500000 Penalty: 5151.214355
	Iteration 44Q: 3 clusters Score -4816904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4816933.000000 Penalty: 5151.214355
	Iteration 45Q: 3 clusters Score -4816933 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4816949.500000 Penalty: 5151.214355
	Iteration 46Q: 3 clusters Score -4816950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4816994.000000 Penalty: 5151.214355
	Iteration 47Q: 3 clusters Score -4816994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4817006.500000 Penalty: 5151.214355
	Iteration 48Q: 3 clusters Score -4817006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4817031.000000 Penalty: 5151.214355
	Iteration 49Q: 3 clusters Score -4817031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4817042.500000 Penalty: 5151.214355
	Iteration 50Q: 3 clusters Score -4817042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4817051.500000 Penalty: 5151.214355
	Iteration 51Q: 3 clusters Score -4817052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4817061.000000 Penalty: 5151.214355
	Iteration 52Q: 3 clusters Score -4817061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4817071.000000 Penalty: 5151.214355
	Iteration 53Q: 3 clusters Score -4817071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4817075.500000 Penalty: 5151.214355
	Iteration 54Q: 3 clusters Score -4817076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4817076.500000 Penalty: 5151.214355
	Iteration 55Q: 3 clusters Score -4817076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4817094.500000 Penalty: 5151.214355
	Iteration 56Q: 3 clusters Score -4817094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4817107.000000 Penalty: 5151.214355
	Iteration 57Q: 3 clusters Score -4817107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4817111.500000 Penalty: 5151.214355
	Iteration 58Q: 3 clusters Score -4817112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4817115.000000 Penalty: 5151.214355
	Iteration 59Q: 3 clusters Score -4817115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4817122.000000 Penalty: 5151.214355
	Iteration 60F: 3 clusters Score -4817122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4817126.000000 Penalty: 5151.214355
	Iteration 61Q: 3 clusters Score -4817126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4817130.000000 Penalty: 5151.214355
	Iteration 62Q: 3 clusters Score -4817130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4817128.500000 Penalty: 5151.214355
	Iteration 63Q: 3 clusters Score -4817128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4817131.000000 Penalty: 5151.214355
	Iteration 64Q: 3 clusters Score -4817131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4817136.000000 Penalty: 5151.214355
	Iteration 65Q: 3 clusters Score -4817136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4817142.500000 Penalty: 5151.214355
	Iteration 66Q: 3 clusters Score -4817142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4817144.500000 Penalty: 5151.214355
	Iteration 67Q: 3 clusters Score -4817144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4817145.000000 Penalty: 5151.214355
	Iteration 68Q: 3 clusters Score -4817145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4817152.500000 Penalty: 5151.214355
	Iteration 69Q: 3 clusters Score -4817152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4817152.500000 Penalty: 5151.214355
	Iteration 70F: 3 clusters Score -4817152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Entering Unmasked Estep 
Score: -1562411.875000 Penalty: 2301.707520
	Iteration 0F: 2 clusters Score -1562412 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 5467 members 
Entering Unmasked Estep 
Score: -1554347.500000 Penalty: 4603.415039
	Iteration 0F: 3 clusters Score -1554348 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1556820.500000 Penalty: 4603.415039
	Iteration 1F: 3 clusters Score -1556820 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1557180.875000 Penalty: 4603.415039
	Iteration 2F: 3 clusters Score -1557181 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1557525.250000 Penalty: 4603.415039
	Iteration 3F: 3 clusters Score -1557525 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1557934.500000 Penalty: 4603.415039
	Iteration 4F: 3 clusters Score -1557934 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1558409.750000 Penalty: 4603.415039
	Iteration 5F: 3 clusters Score -1558410 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1558848.250000 Penalty: 4603.415039
	Iteration 6F: 3 clusters Score -1558848 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1559275.875000 Penalty: 4603.415039
	Iteration 7F: 3 clusters Score -1559276 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1559644.125000 Penalty: 4603.415039
	Iteration 8Q: 3 clusters Score -1559644 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1559903.500000 Penalty: 4603.415039
	Iteration 9Q: 3 clusters Score -1559904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1560071.250000 Penalty: 4603.415039
	Iteration 10Q: 3 clusters Score -1560071 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1560206.875000 Penalty: 4603.415039
	Iteration 11Q: 3 clusters Score -1560207 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1560305.875000 Penalty: 4603.415039
	Iteration 12Q: 3 clusters Score -1560306 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1560390.000000 Penalty: 4603.415039
	Iteration 13Q: 3 clusters Score -1560390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1560442.625000 Penalty: 4603.415039
	Iteration 14Q: 3 clusters Score -1560443 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1560483.125000 Penalty: 4603.415039
	Iteration 15Q: 3 clusters Score -1560483 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1560514.000000 Penalty: 4603.415039
	Iteration 16Q: 3 clusters Score -1560514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1560533.750000 Penalty: 4603.415039
	Iteration 17Q: 3 clusters Score -1560534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1560548.375000 Penalty: 4603.415039
	Iteration 18Q: 3 clusters Score -1560548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1560570.375000 Penalty: 4603.415039
	Iteration 19Q: 3 clusters Score -1560570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1560579.375000 Penalty: 4603.415039
	Iteration 20F: 3 clusters Score -1560579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1560592.875000 Penalty: 4603.415039
	Iteration 21Q: 3 clusters Score -1560593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1560607.750000 Penalty: 4603.415039
	Iteration 22Q: 3 clusters Score -1560608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1560618.625000 Penalty: 4603.415039
	Iteration 23Q: 3 clusters Score -1560619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1560626.250000 Penalty: 4603.415039
	Iteration 24Q: 3 clusters Score -1560626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1560640.125000 Penalty: 4603.415039
	Iteration 25Q: 3 clusters Score -1560640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1560645.875000 Penalty: 4603.415039
	Iteration 26Q: 3 clusters Score -1560646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1560650.875000 Penalty: 4603.415039
	Iteration 27Q: 3 clusters Score -1560651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1560657.500000 Penalty: 4603.415039
	Iteration 28Q: 3 clusters Score -1560658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1560664.250000 Penalty: 4603.415039
	Iteration 29Q: 3 clusters Score -1560664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1560670.625000 Penalty: 4603.415039
	Iteration 30Q: 3 clusters Score -1560671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1560670.000000 Penalty: 4603.415039
	Iteration 31Q: 3 clusters Score -1560670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1560672.625000 Penalty: 4603.415039
	Iteration 32Q: 3 clusters Score -1560673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1560673.250000 Penalty: 4603.415039
	Iteration 33Q: 3 clusters Score -1560673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1560673.250000 Penalty: 4603.415039
	Iteration 34F: 3 clusters Score -1560673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Entering Unmasked Estep 
Score: -4309628.500000 Penalty: 2547.115723
	Iteration 0F: 2 clusters Score -4309628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -4289820.000000 Penalty: 5094.231445
	Iteration 0F: 3 clusters Score -4289820 nChanged 12974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -4296826.500000 Penalty: 5094.231445
	Iteration 1F: 3 clusters Score -4296826 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -4297361.000000 Penalty: 5094.231445
	Iteration 2F: 3 clusters Score -4297361 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4297866.000000 Penalty: 5094.231445
	Iteration 3Q: 3 clusters Score -4297866 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4298357.500000 Penalty: 5094.231445
	Iteration 4Q: 3 clusters Score -4298358 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -4298869.500000 Penalty: 5094.231445
	Iteration 5Q: 3 clusters Score -4298870 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4299433.500000 Penalty: 5094.231445
	Iteration 6Q: 3 clusters Score -4299434 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4300076.500000 Penalty: 5094.231445
	Iteration 7Q: 3 clusters Score -4300076 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4300818.000000 Penalty: 5094.231445
	Iteration 8Q: 3 clusters Score -4300818 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -4301753.500000 Penalty: 5094.231445
	Iteration 9F: 3 clusters Score -4301754 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4302975.000000 Penalty: 5094.231445
	Iteration 10F: 3 clusters Score -4302975 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4304310.000000 Penalty: 5094.231445
	Iteration 11F: 3 clusters Score -4304310 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4305606.000000 Penalty: 5094.231445
	Iteration 12F: 3 clusters Score -4305606 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4306630.000000 Penalty: 5094.231445
	Iteration 13Q: 3 clusters Score -4306630 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4307326.000000 Penalty: 5094.231445
	Iteration 14Q: 3 clusters Score -4307326 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4307676.500000 Penalty: 5094.231445
	Iteration 15Q: 3 clusters Score -4307676 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4307828.000000 Penalty: 5094.231445
	Iteration 16Q: 3 clusters Score -4307828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4307899.000000 Penalty: 5094.231445
	Iteration 17Q: 3 clusters Score -4307899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4307942.500000 Penalty: 5094.231445
	Iteration 18Q: 3 clusters Score -4307942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4307978.500000 Penalty: 5094.231445
	Iteration 19Q: 3 clusters Score -4307978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4307997.000000 Penalty: 5094.231445
	Iteration 20F: 3 clusters Score -4307997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4308019.000000 Penalty: 5094.231445
	Iteration 21Q: 3 clusters Score -4308019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4308023.500000 Penalty: 5094.231445
	Iteration 22Q: 3 clusters Score -4308024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4308041.000000 Penalty: 5094.231445
	Iteration 23Q: 3 clusters Score -4308041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4308048.000000 Penalty: 5094.231445
	Iteration 24Q: 3 clusters Score -4308048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4308055.500000 Penalty: 5094.231445
	Iteration 25Q: 3 clusters Score -4308056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4308071.500000 Penalty: 5094.231445
	Iteration 26Q: 3 clusters Score -4308072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4308066.500000 Penalty: 5094.231445
	Iteration 27Q: 3 clusters Score -4308066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4308065.500000 Penalty: 5094.231445
	Iteration 28Q: 3 clusters Score -4308066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4308065.500000 Penalty: 5094.231445
	Iteration 29F: 3 clusters Score -4308066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -1124842.875000 Penalty: 2216.495361
	Iteration 0F: 2 clusters Score -1124843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1118639.375000 Penalty: 4432.990723
	Iteration 0F: 3 clusters Score -1118639 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1120320.000000 Penalty: 4432.990723
	Iteration 1F: 3 clusters Score -1120320 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1120588.125000 Penalty: 4432.990723
	Iteration 2F: 3 clusters Score -1120588 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1120764.250000 Penalty: 4432.990723
	Iteration 3F: 3 clusters Score -1120764 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1120877.125000 Penalty: 4432.990723
	Iteration 4Q: 3 clusters Score -1120877 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1120953.375000 Penalty: 4432.990723
	Iteration 5Q: 3 clusters Score -1120953 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1121014.625000 Penalty: 4432.990723
	Iteration 6Q: 3 clusters Score -1121015 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1121072.750000 Penalty: 4432.990723
	Iteration 7Q: 3 clusters Score -1121073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1121128.625000 Penalty: 4432.990723
	Iteration 8Q: 3 clusters Score -1121129 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1121176.250000 Penalty: 4432.990723
	Iteration 9Q: 3 clusters Score -1121176 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1121223.500000 Penalty: 4432.990723
	Iteration 10Q: 3 clusters Score -1121224 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1121277.875000 Penalty: 4432.990723
	Iteration 11Q: 3 clusters Score -1121278 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1121360.750000 Penalty: 4432.990723
	Iteration 12Q: 3 clusters Score -1121361 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1121455.875000 Penalty: 4432.990723
	Iteration 13Q: 3 clusters Score -1121456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1121533.875000 Penalty: 4432.990723
	Iteration 14Q: 3 clusters Score -1121534 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1121608.375000 Penalty: 4432.990723
	Iteration 15Q: 3 clusters Score -1121608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1121678.500000 Penalty: 4432.990723
	Iteration 16Q: 3 clusters Score -1121678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1121744.125000 Penalty: 4432.990723
	Iteration 17Q: 3 clusters Score -1121744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1121817.250000 Penalty: 4432.990723
	Iteration 18Q: 3 clusters Score -1121817 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1121876.250000 Penalty: 4432.990723
	Iteration 19Q: 3 clusters Score -1121876 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1121930.625000 Penalty: 4432.990723
	Iteration 20F: 3 clusters Score -1121931 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1121993.750000 Penalty: 4432.990723
	Iteration 21Q: 3 clusters Score -1121994 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1122057.250000 Penalty: 4432.990723
	Iteration 22Q: 3 clusters Score -1122057 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1122122.375000 Penalty: 4432.990723
	Iteration 23Q: 3 clusters Score -1122122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1122185.875000 Penalty: 4432.990723
	Iteration 24Q: 3 clusters Score -1122186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1122241.500000 Penalty: 4432.990723
	Iteration 25Q: 3 clusters Score -1122242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1122297.250000 Penalty: 4432.990723
	Iteration 26Q: 3 clusters Score -1122297 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1122361.750000 Penalty: 4432.990723
	Iteration 27Q: 3 clusters Score -1122362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1122423.500000 Penalty: 4432.990723
	Iteration 28Q: 3 clusters Score -1122424 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1122478.000000 Penalty: 4432.990723
	Iteration 29Q: 3 clusters Score -1122478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1122533.125000 Penalty: 4432.990723
	Iteration 30Q: 3 clusters Score -1122533 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1122585.875000 Penalty: 4432.990723
	Iteration 31Q: 3 clusters Score -1122586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1122628.000000 Penalty: 4432.990723
	Iteration 32Q: 3 clusters Score -1122628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1122659.250000 Penalty: 4432.990723
	Iteration 33Q: 3 clusters Score -1122659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1122690.250000 Penalty: 4432.990723
	Iteration 34Q: 3 clusters Score -1122690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1122710.500000 Penalty: 4432.990723
	Iteration 35Q: 3 clusters Score -1122710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1122728.500000 Penalty: 4432.990723
	Iteration 36Q: 3 clusters Score -1122728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1122742.125000 Penalty: 4432.990723
	Iteration 37Q: 3 clusters Score -1122742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1122752.125000 Penalty: 4432.990723
	Iteration 38Q: 3 clusters Score -1122752 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1122764.000000 Penalty: 4432.990723
	Iteration 39Q: 3 clusters Score -1122764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1122776.125000 Penalty: 4432.990723
	Iteration 40F: 3 clusters Score -1122776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1122790.250000 Penalty: 4432.990723
	Iteration 41Q: 3 clusters Score -1122790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1122808.500000 Penalty: 4432.990723
	Iteration 42Q: 3 clusters Score -1122808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1122826.750000 Penalty: 4432.990723
	Iteration 43Q: 3 clusters Score -1122827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1122835.500000 Penalty: 4432.990723
	Iteration 44Q: 3 clusters Score -1122836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1122847.500000 Penalty: 4432.990723
	Iteration 45Q: 3 clusters Score -1122848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1122858.000000 Penalty: 4432.990723
	Iteration 46Q: 3 clusters Score -1122858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1122869.000000 Penalty: 4432.990723
	Iteration 47Q: 3 clusters Score -1122869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1122874.875000 Penalty: 4432.990723
	Iteration 48Q: 3 clusters Score -1122875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1122877.250000 Penalty: 4432.990723
	Iteration 49Q: 3 clusters Score -1122877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1122880.375000 Penalty: 4432.990723
	Iteration 50Q: 3 clusters Score -1122880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1122879.250000 Penalty: 4432.990723
	Iteration 51Q: 3 clusters Score -1122879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1122881.750000 Penalty: 4432.990723
	Iteration 52Q: 3 clusters Score -1122882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1122881.125000 Penalty: 4432.990723
	Iteration 53Q: 3 clusters Score -1122881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1122883.000000 Penalty: 4432.990723
	Iteration 54Q: 3 clusters Score -1122883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1122884.750000 Penalty: 4432.990723
	Iteration 55Q: 3 clusters Score -1122885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1122885.750000 Penalty: 4432.990723
	Iteration 56Q: 3 clusters Score -1122886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1122885.125000 Penalty: 4432.990723
	Iteration 57Q: 3 clusters Score -1122885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1122885.125000 Penalty: 4432.990723
	Iteration 58F: 3 clusters Score -1122885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -58269.101562 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -58269.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56837.941406 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -56837.94 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57005.328125 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -57005.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57139.828125 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -57139.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57194.015625 Penalty: 3006.482422
	Iteration 3Q: 3 clusters Score -57194.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57204.746094 Penalty: 3006.482422
	Iteration 4Q: 3 clusters Score -57204.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57218.871094 Penalty: 3006.482422
	Iteration 5Q: 3 clusters Score -57218.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57237.562500 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -57237.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57251.968750 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -57251.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57259.902344 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -57259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57267.546875 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -57267.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57273.703125 Penalty: 3006.482422
	Iteration 10Q: 3 clusters Score -57273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57281.007812 Penalty: 3006.482422
	Iteration 11Q: 3 clusters Score -57281.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57283.046875 Penalty: 3006.482422
	Iteration 12Q: 3 clusters Score -57283.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57286.753906 Penalty: 3006.482422
	Iteration 13Q: 3 clusters Score -57286.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -57288.925781 Penalty: 3006.482422
	Iteration 14Q: 3 clusters Score -57288.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57290.230469 Penalty: 3006.482422
	Iteration 15Q: 3 clusters Score -57290.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57290.230469 Penalty: 3006.482422
	Iteration 16F: 3 clusters Score -57290.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2576045.500000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2576046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2563700.000000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2563700 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2567812.250000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2567812 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2568278.000000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2568278 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -2568699.000000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -2568699 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2569084.500000 Penalty: 4839.077637
	Iteration 4Q: 3 clusters Score -2569084 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2569471.750000 Penalty: 4839.077637
	Iteration 5Q: 3 clusters Score -2569472 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2569870.500000 Penalty: 4839.077637
	Iteration 6Q: 3 clusters Score -2569870 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2570274.000000 Penalty: 4839.077637
	Iteration 7Q: 3 clusters Score -2570274 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2570651.500000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -2570652 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2571003.750000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -2571004 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2571288.000000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -2571288 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2571544.000000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -2571544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2571757.000000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -2571757 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2571975.250000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2571975 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2572168.000000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2572168 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -2572352.750000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2572353 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2572554.750000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2572555 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2572772.000000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2572772 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2572956.500000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2572956 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2573119.750000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2573120 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2573321.750000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2573322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2573523.250000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2573523 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2573708.750000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2573709 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2573872.500000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2573872 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2573997.000000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2573997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2574137.000000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2574137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2574255.500000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2574256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2574373.000000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2574373 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2574447.000000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2574447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2574461.000000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2574461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2574477.750000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2574478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2574476.000000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2574476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2574480.000000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2574480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2574482.500000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2574482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2574484.250000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2574484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2574484.750000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2574485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2574487.000000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -2574487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2574487.000000 Penalty: 4839.077637
	Iteration 37F: 3 clusters Score -2574487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -234012.781250 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -234012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -231647.468750 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -231647.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232076.718750 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -232076.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -232190.250000 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -232190.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -232249.093750 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -232249.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -232295.062500 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -232295.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -232318.656250 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -232318.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -232334.328125 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -232334.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232345.515625 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -232345.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232355.906250 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -232355.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -232370.390625 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -232370.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -232383.890625 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -232383.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -232401.546875 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -232401.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232426.828125 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -232426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -232447.531250 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -232447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232460.234375 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -232460.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232480.968750 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -232481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -232511.156250 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -232511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232538.578125 Penalty: 3670.404785
	Iteration 17Q: 3 clusters Score -232538.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -232580.000000 Penalty: 3670.404785
	Iteration 18Q: 3 clusters Score -232580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232613.468750 Penalty: 3670.404785
	Iteration 19Q: 3 clusters Score -232613.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232634.562500 Penalty: 3670.404785
	Iteration 20F: 3 clusters Score -232634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232660.375000 Penalty: 3670.404785
	Iteration 21Q: 3 clusters Score -232660.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -232698.593750 Penalty: 3670.404785
	Iteration 22Q: 3 clusters Score -232698.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -232730.171875 Penalty: 3670.404785
	Iteration 23Q: 3 clusters Score -232730.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -232752.078125 Penalty: 3670.404785
	Iteration 24Q: 3 clusters Score -232752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -232761.781250 Penalty: 3670.404785
	Iteration 25Q: 3 clusters Score -232761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -232776.156250 Penalty: 3670.404785
	Iteration 26Q: 3 clusters Score -232776.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -232786.171875 Penalty: 3670.404785
	Iteration 27Q: 3 clusters Score -232786.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -232792.484375 Penalty: 3670.404785
	Iteration 28Q: 3 clusters Score -232792.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -232798.750000 Penalty: 3670.404785
	Iteration 29Q: 3 clusters Score -232798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -232807.500000 Penalty: 3670.404785
	Iteration 30Q: 3 clusters Score -232807.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -232813.406250 Penalty: 3670.404785
	Iteration 31Q: 3 clusters Score -232813.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -232825.468750 Penalty: 3670.404785
	Iteration 32Q: 3 clusters Score -232825.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -232833.937500 Penalty: 3670.404785
	Iteration 33Q: 3 clusters Score -232833.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -232842.640625 Penalty: 3670.404785
	Iteration 34Q: 3 clusters Score -232842.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -232854.796875 Penalty: 3670.404785
	Iteration 35Q: 3 clusters Score -232854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232863.625000 Penalty: 3670.404785
	Iteration 36Q: 3 clusters Score -232863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -232870.375000 Penalty: 3670.404785
	Iteration 37Q: 3 clusters Score -232870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232876.703125 Penalty: 3670.404785
	Iteration 38Q: 3 clusters Score -232876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232883.109375 Penalty: 3670.404785
	Iteration 39Q: 3 clusters Score -232883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232887.296875 Penalty: 3670.404785
	Iteration 40F: 3 clusters Score -232887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -232891.937500 Penalty: 3670.404785
	Iteration 41Q: 3 clusters Score -232891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -232896.171875 Penalty: 3670.404785
	Iteration 42Q: 3 clusters Score -232896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -232901.984375 Penalty: 3670.404785
	Iteration 43Q: 3 clusters Score -232902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -232904.796875 Penalty: 3670.404785
	Iteration 44Q: 3 clusters Score -232904.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -232907.359375 Penalty: 3670.404785
	Iteration 45Q: 3 clusters Score -232907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -232910.203125 Penalty: 3670.404785
	Iteration 46Q: 3 clusters Score -232910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -232910.593750 Penalty: 3670.404785
	Iteration 47Q: 3 clusters Score -232910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -232910.593750 Penalty: 3670.404785
	Iteration 48F: 3 clusters Score -232910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (11216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Entering Unmasked Estep 
Score: -1663835.625000 Penalty: 2312.623779
	Iteration 0F: 2 clusters Score -1663836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1655364.000000 Penalty: 4625.247559
	Iteration 0F: 3 clusters Score -1655364 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1657850.250000 Penalty: 4625.247559
	Iteration 1F: 3 clusters Score -1657850 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1658309.500000 Penalty: 4625.247559
	Iteration 2F: 3 clusters Score -1658310 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1658733.250000 Penalty: 4625.247559
	Iteration 3F: 3 clusters Score -1658733 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1659224.750000 Penalty: 4625.247559
	Iteration 4F: 3 clusters Score -1659225 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1659851.125000 Penalty: 4625.247559
	Iteration 5F: 3 clusters Score -1659851 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1660593.500000 Penalty: 4625.247559
	Iteration 6F: 3 clusters Score -1660594 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1661323.500000 Penalty: 4625.247559
	Iteration 7F: 3 clusters Score -1661324 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1661899.375000 Penalty: 4625.247559
	Iteration 8F: 3 clusters Score -1661899 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1662322.750000 Penalty: 4625.247559
	Iteration 9Q: 3 clusters Score -1662323 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1662629.750000 Penalty: 4625.247559
	Iteration 10Q: 3 clusters Score -1662630 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1662788.125000 Penalty: 4625.247559
	Iteration 11Q: 3 clusters Score -1662788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1662916.125000 Penalty: 4625.247559
	Iteration 12Q: 3 clusters Score -1662916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1663023.625000 Penalty: 4625.247559
	Iteration 13Q: 3 clusters Score -1663024 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1663099.250000 Penalty: 4625.247559
	Iteration 14Q: 3 clusters Score -1663099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1663145.750000 Penalty: 4625.247559
	Iteration 15Q: 3 clusters Score -1663146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1663184.125000 Penalty: 4625.247559
	Iteration 16Q: 3 clusters Score -1663184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1663207.000000 Penalty: 4625.247559
	Iteration 17Q: 3 clusters Score -1663207 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1663234.375000 Penalty: 4625.247559
	Iteration 18Q: 3 clusters Score -1663234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1663252.625000 Penalty: 4625.247559
	Iteration 19Q: 3 clusters Score -1663253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1663268.750000 Penalty: 4625.247559
	Iteration 20F: 3 clusters Score -1663269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1663284.250000 Penalty: 4625.247559
	Iteration 21Q: 3 clusters Score -1663284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1663283.375000 Penalty: 4625.247559
	Iteration 22Q: 3 clusters Score -1663283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1663294.250000 Penalty: 4625.247559
	Iteration 23Q: 3 clusters Score -1663294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1663298.875000 Penalty: 4625.247559
	Iteration 24Q: 3 clusters Score -1663299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1663307.250000 Penalty: 4625.247559
	Iteration 25Q: 3 clusters Score -1663307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1663311.000000 Penalty: 4625.247559
	Iteration 26Q: 3 clusters Score -1663311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1663312.625000 Penalty: 4625.247559
	Iteration 27Q: 3 clusters Score -1663313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1663314.625000 Penalty: 4625.247559
	Iteration 28Q: 3 clusters Score -1663315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1663314.875000 Penalty: 4625.247559
	Iteration 29Q: 3 clusters Score -1663315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1663313.250000 Penalty: 4625.247559
	Iteration 30Q: 3 clusters Score -1663313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1663313.250000 Penalty: 4625.247559
	Iteration 31F: 3 clusters Score -1663313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -452059.343750 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -452059.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -448806.281250 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -448806.3 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449458.968750 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -449459 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449608.843750 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -449608.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -449678.187500 Penalty: 3975.110352
	Iteration 3Q: 3 clusters Score -449678.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449725.406250 Penalty: 3975.110352
	Iteration 4Q: 3 clusters Score -449725.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449753.468750 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -449753.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449779.937500 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -449779.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449798.500000 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -449798.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449818.812500 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -449818.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449832.156250 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -449832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449838.375000 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -449838.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449845.812500 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -449845.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449851.437500 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -449851.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -449860.093750 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -449860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -449865.312500 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -449865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449871.375000 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -449871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -449875.000000 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -449875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -449878.031250 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -449878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -449881.500000 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -449881.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -449888.375000 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -449888.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -449890.500000 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -449890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -449892.312500 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -449892.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -449893.156250 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -449893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -449895.375000 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -449895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -449895.843750 Penalty: 3975.110352
	Iteration 24Q: 3 clusters Score -449895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -449896.718750 Penalty: 3975.110352
	Iteration 25Q: 3 clusters Score -449896.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -449896.906250 Penalty: 3975.110352
	Iteration 26Q: 3 clusters Score -449896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -449898.281250 Penalty: 3975.110352
	Iteration 27Q: 3 clusters Score -449898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -449899.750000 Penalty: 3975.110352
	Iteration 28Q: 3 clusters Score -449899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449902.093750 Penalty: 3975.110352
	Iteration 29Q: 3 clusters Score -449902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -449903.750000 Penalty: 3975.110352
	Iteration 30Q: 3 clusters Score -449903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -449905.187500 Penalty: 3975.110352
	Iteration 31Q: 3 clusters Score -449905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449905.468750 Penalty: 3975.110352
	Iteration 32Q: 3 clusters Score -449905.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -449908.375000 Penalty: 3975.110352
	Iteration 33Q: 3 clusters Score -449908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -449911.218750 Penalty: 3975.110352
	Iteration 34Q: 3 clusters Score -449911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -449917.937500 Penalty: 3975.110352
	Iteration 35Q: 3 clusters Score -449917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449921.187500 Penalty: 3975.110352
	Iteration 36Q: 3 clusters Score -449921.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449925.156250 Penalty: 3975.110352
	Iteration 37Q: 3 clusters Score -449925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -449927.406250 Penalty: 3975.110352
	Iteration 38Q: 3 clusters Score -449927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -449926.812500 Penalty: 3975.110352
	Iteration 39Q: 3 clusters Score -449926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -449927.843750 Penalty: 3975.110352
	Iteration 40F: 3 clusters Score -449927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449928.750000 Penalty: 3975.110352
	Iteration 41Q: 3 clusters Score -449928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -449928.750000 Penalty: 3975.110352
	Iteration 42F: 3 clusters Score -449928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Entering Unmasked Estep 
Score: -1381402.250000 Penalty: 2265.178223
	Iteration 0F: 2 clusters Score -1381402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1374133.250000 Penalty: 4530.356445
	Iteration 0F: 3 clusters Score -1374133 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1376159.500000 Penalty: 4530.356445
	Iteration 1F: 3 clusters Score -1376160 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1376430.000000 Penalty: 4530.356445
	Iteration 2F: 3 clusters Score -1376430 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1376622.250000 Penalty: 4530.356445
	Iteration 3Q: 3 clusters Score -1376622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1376761.375000 Penalty: 4530.356445
	Iteration 4Q: 3 clusters Score -1376761 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1376873.875000 Penalty: 4530.356445
	Iteration 5Q: 3 clusters Score -1376874 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1376959.875000 Penalty: 4530.356445
	Iteration 6Q: 3 clusters Score -1376960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1377034.625000 Penalty: 4530.356445
	Iteration 7Q: 3 clusters Score -1377035 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1377109.125000 Penalty: 4530.356445
	Iteration 8Q: 3 clusters Score -1377109 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1377196.750000 Penalty: 4530.356445
	Iteration 9Q: 3 clusters Score -1377197 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1377280.625000 Penalty: 4530.356445
	Iteration 10Q: 3 clusters Score -1377281 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1377378.875000 Penalty: 4530.356445
	Iteration 11Q: 3 clusters Score -1377379 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1377498.000000 Penalty: 4530.356445
	Iteration 12Q: 3 clusters Score -1377498 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1377616.375000 Penalty: 4530.356445
	Iteration 13Q: 3 clusters Score -1377616 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1377753.875000 Penalty: 4530.356445
	Iteration 14Q: 3 clusters Score -1377754 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1377924.500000 Penalty: 4530.356445
	Iteration 15Q: 3 clusters Score -1377924 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1378148.250000 Penalty: 4530.356445
	Iteration 16Q: 3 clusters Score -1378148 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1378353.625000 Penalty: 4530.356445
	Iteration 17Q: 3 clusters Score -1378354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1378548.000000 Penalty: 4530.356445
	Iteration 18Q: 3 clusters Score -1378548 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1378729.000000 Penalty: 4530.356445
	Iteration 19Q: 3 clusters Score -1378729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1378882.750000 Penalty: 4530.356445
	Iteration 20F: 3 clusters Score -1378883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1379016.375000 Penalty: 4530.356445
	Iteration 21Q: 3 clusters Score -1379016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1379107.000000 Penalty: 4530.356445
	Iteration 22Q: 3 clusters Score -1379107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1379171.500000 Penalty: 4530.356445
	Iteration 23Q: 3 clusters Score -1379172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1379229.375000 Penalty: 4530.356445
	Iteration 24Q: 3 clusters Score -1379229 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1379263.750000 Penalty: 4530.356445
	Iteration 25Q: 3 clusters Score -1379264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1379281.500000 Penalty: 4530.356445
	Iteration 26Q: 3 clusters Score -1379282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1379296.000000 Penalty: 4530.356445
	Iteration 27Q: 3 clusters Score -1379296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1379307.375000 Penalty: 4530.356445
	Iteration 28Q: 3 clusters Score -1379307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1379323.125000 Penalty: 4530.356445
	Iteration 29Q: 3 clusters Score -1379323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1379329.375000 Penalty: 4530.356445
	Iteration 30Q: 3 clusters Score -1379329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1379334.500000 Penalty: 4530.356445
	Iteration 31Q: 3 clusters Score -1379334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1379345.500000 Penalty: 4530.356445
	Iteration 32Q: 3 clusters Score -1379346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1379352.250000 Penalty: 4530.356445
	Iteration 33Q: 3 clusters Score -1379352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1379354.750000 Penalty: 4530.356445
	Iteration 34Q: 3 clusters Score -1379355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1379357.625000 Penalty: 4530.356445
	Iteration 35Q: 3 clusters Score -1379358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1379357.375000 Penalty: 4530.356445
	Iteration 36Q: 3 clusters Score -1379357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1379359.750000 Penalty: 4530.356445
	Iteration 37Q: 3 clusters Score -1379360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1379363.125000 Penalty: 4530.356445
	Iteration 38Q: 3 clusters Score -1379363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1379363.375000 Penalty: 4530.356445
	Iteration 39Q: 3 clusters Score -1379363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1379362.750000 Penalty: 4530.356445
	Iteration 40F: 3 clusters Score -1379363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -249207.921875 Penalty: 1865.823364
	Iteration 0F: 2 clusters Score -249207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246777.796875 Penalty: 3731.646729
	Iteration 0F: 3 clusters Score -246777.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -247399.359375 Penalty: 3731.646729
	Iteration 1F: 3 clusters Score -247399.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -247578.468750 Penalty: 3731.646729
	Iteration 2F: 3 clusters Score -247578.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -247697.515625 Penalty: 3731.646729
	Iteration 3F: 3 clusters Score -247697.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -247775.093750 Penalty: 3731.646729
	Iteration 4Q: 3 clusters Score -247775.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -247832.406250 Penalty: 3731.646729
	Iteration 5Q: 3 clusters Score -247832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -247892.109375 Penalty: 3731.646729
	Iteration 6Q: 3 clusters Score -247892.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247942.812500 Penalty: 3731.646729
	Iteration 7Q: 3 clusters Score -247942.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -247980.437500 Penalty: 3731.646729
	Iteration 8Q: 3 clusters Score -247980.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -248000.062500 Penalty: 3731.646729
	Iteration 9Q: 3 clusters Score -248000.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -248011.796875 Penalty: 3731.646729
	Iteration 10Q: 3 clusters Score -248011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -248019.500000 Penalty: 3731.646729
	Iteration 11Q: 3 clusters Score -248019.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -248028.171875 Penalty: 3731.646729
	Iteration 12Q: 3 clusters Score -248028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248034.156250 Penalty: 3731.646729
	Iteration 13Q: 3 clusters Score -248034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -248038.546875 Penalty: 3731.646729
	Iteration 14Q: 3 clusters Score -248038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248044.843750 Penalty: 3731.646729
	Iteration 15Q: 3 clusters Score -248044.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -248051.281250 Penalty: 3731.646729
	Iteration 16Q: 3 clusters Score -248051.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -248054.687500 Penalty: 3731.646729
	Iteration 17Q: 3 clusters Score -248054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -248056.609375 Penalty: 3731.646729
	Iteration 18Q: 3 clusters Score -248056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -248057.625000 Penalty: 3731.646729
	Iteration 19Q: 3 clusters Score -248057.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -248058.875000 Penalty: 3731.646729
	Iteration 20F: 3 clusters Score -248058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248059.203125 Penalty: 3731.646729
	Iteration 21Q: 3 clusters Score -248059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -248059.203125 Penalty: 3731.646729
	Iteration 22F: 3 clusters Score -248059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (20717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Entering Unmasked Estep 
Score: -2873229.500000 Penalty: 2464.800049
	Iteration 0F: 2 clusters Score -2873230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2858773.750000 Penalty: 4929.600098
	Iteration 0F: 3 clusters Score -2858774 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2863876.500000 Penalty: 4929.600098
	Iteration 1F: 3 clusters Score -2863876 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2864606.500000 Penalty: 4929.600098
	Iteration 2F: 3 clusters Score -2864606 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2865403.750000 Penalty: 4929.600098
	Iteration 3F: 3 clusters Score -2865404 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2866273.250000 Penalty: 4929.600098
	Iteration 4F: 3 clusters Score -2866273 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2867218.750000 Penalty: 4929.600098
	Iteration 5F: 3 clusters Score -2867219 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2868072.750000 Penalty: 4929.600098
	Iteration 6F: 3 clusters Score -2868073 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2868726.250000 Penalty: 4929.600098
	Iteration 7F: 3 clusters Score -2868726 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2869203.250000 Penalty: 4929.600098
	Iteration 8Q: 3 clusters Score -2869203 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2869534.750000 Penalty: 4929.600098
	Iteration 9Q: 3 clusters Score -2869535 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2869811.500000 Penalty: 4929.600098
	Iteration 10Q: 3 clusters Score -2869812 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2870021.250000 Penalty: 4929.600098
	Iteration 11Q: 3 clusters Score -2870021 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2870190.500000 Penalty: 4929.600098
	Iteration 12Q: 3 clusters Score -2870190 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2870339.250000 Penalty: 4929.600098
	Iteration 13Q: 3 clusters Score -2870339 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -2870445.750000 Penalty: 4929.600098
	Iteration 14Q: 3 clusters Score -2870446 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2870541.750000 Penalty: 4929.600098
	Iteration 15Q: 3 clusters Score -2870542 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2870620.500000 Penalty: 4929.600098
	Iteration 16Q: 3 clusters Score -2870620 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2870682.250000 Penalty: 4929.600098
	Iteration 17Q: 3 clusters Score -2870682 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2870754.750000 Penalty: 4929.600098
	Iteration 18Q: 3 clusters Score -2870755 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2870809.000000 Penalty: 4929.600098
	Iteration 19Q: 3 clusters Score -2870809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2870851.500000 Penalty: 4929.600098
	Iteration 20F: 3 clusters Score -2870852 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2870905.000000 Penalty: 4929.600098
	Iteration 21Q: 3 clusters Score -2870905 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2870962.000000 Penalty: 4929.600098
	Iteration 22Q: 3 clusters Score -2870962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2871029.750000 Penalty: 4929.600098
	Iteration 23Q: 3 clusters Score -2871030 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2871081.250000 Penalty: 4929.600098
	Iteration 24Q: 3 clusters Score -2871081 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2871133.500000 Penalty: 4929.600098
	Iteration 25Q: 3 clusters Score -2871134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2871172.750000 Penalty: 4929.600098
	Iteration 26Q: 3 clusters Score -2871173 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2871236.500000 Penalty: 4929.600098
	Iteration 27Q: 3 clusters Score -2871236 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2871288.500000 Penalty: 4929.600098
	Iteration 28Q: 3 clusters Score -2871288 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2871340.000000 Penalty: 4929.600098
	Iteration 29Q: 3 clusters Score -2871340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2871365.500000 Penalty: 4929.600098
	Iteration 30Q: 3 clusters Score -2871366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2871406.000000 Penalty: 4929.600098
	Iteration 31Q: 3 clusters Score -2871406 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2871454.250000 Penalty: 4929.600098
	Iteration 32Q: 3 clusters Score -2871454 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2871508.750000 Penalty: 4929.600098
	Iteration 33Q: 3 clusters Score -2871509 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2871558.750000 Penalty: 4929.600098
	Iteration 34Q: 3 clusters Score -2871559 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2871619.750000 Penalty: 4929.600098
	Iteration 35Q: 3 clusters Score -2871620 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2871672.250000 Penalty: 4929.600098
	Iteration 36Q: 3 clusters Score -2871672 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2871705.750000 Penalty: 4929.600098
	Iteration 37Q: 3 clusters Score -2871706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2871768.250000 Penalty: 4929.600098
	Iteration 38Q: 3 clusters Score -2871768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2871807.250000 Penalty: 4929.600098
	Iteration 39Q: 3 clusters Score -2871807 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2871834.500000 Penalty: 4929.600098
	Iteration 40F: 3 clusters Score -2871834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2871860.250000 Penalty: 4929.600098
	Iteration 41Q: 3 clusters Score -2871860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2871895.000000 Penalty: 4929.600098
	Iteration 42Q: 3 clusters Score -2871895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2871910.750000 Penalty: 4929.600098
	Iteration 43Q: 3 clusters Score -2871911 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2871940.500000 Penalty: 4929.600098
	Iteration 44Q: 3 clusters Score -2871940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2871962.000000 Penalty: 4929.600098
	Iteration 45Q: 3 clusters Score -2871962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2871979.000000 Penalty: 4929.600098
	Iteration 46Q: 3 clusters Score -2871979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2872009.750000 Penalty: 4929.600098
	Iteration 47Q: 3 clusters Score -2872010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2872028.250000 Penalty: 4929.600098
	Iteration 48Q: 3 clusters Score -2872028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2872054.750000 Penalty: 4929.600098
	Iteration 49Q: 3 clusters Score -2872055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2872079.250000 Penalty: 4929.600098
	Iteration 50Q: 3 clusters Score -2872079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2872113.000000 Penalty: 4929.600098
	Iteration 51Q: 3 clusters Score -2872113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2872126.000000 Penalty: 4929.600098
	Iteration 52Q: 3 clusters Score -2872126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2872145.500000 Penalty: 4929.600098
	Iteration 53Q: 3 clusters Score -2872146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2872158.500000 Penalty: 4929.600098
	Iteration 54Q: 3 clusters Score -2872158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2872169.250000 Penalty: 4929.600098
	Iteration 55Q: 3 clusters Score -2872169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2872169.000000 Penalty: 4929.600098
	Iteration 56Q: 3 clusters Score -2872169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2872169.000000 Penalty: 4929.600098
	Iteration 57Q: 3 clusters Score -2872169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2872174.500000 Penalty: 4929.600098
	Iteration 58Q: 3 clusters Score -2872174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2872178.750000 Penalty: 4929.600098
	Iteration 59Q: 3 clusters Score -2872179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2872188.000000 Penalty: 4929.600098
	Iteration 60F: 3 clusters Score -2872188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2872186.500000 Penalty: 4929.600098
	Iteration 61Q: 3 clusters Score -2872186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2872189.000000 Penalty: 4929.600098
	Iteration 62Q: 3 clusters Score -2872189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2872188.500000 Penalty: 4929.600098
	Iteration 63Q: 3 clusters Score -2872188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2872197.500000 Penalty: 4929.600098
	Iteration 64Q: 3 clusters Score -2872198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2872191.750000 Penalty: 4929.600098
	Iteration 65Q: 3 clusters Score -2872192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2872195.250000 Penalty: 4929.600098
	Iteration 66Q: 3 clusters Score -2872195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2872199.250000 Penalty: 4929.600098
	Iteration 67Q: 3 clusters Score -2872199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2872201.500000 Penalty: 4929.600098
	Iteration 68Q: 3 clusters Score -2872202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2872206.750000 Penalty: 4929.600098
	Iteration 69Q: 3 clusters Score -2872207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2872207.500000 Penalty: 4929.600098
	Iteration 70Q: 3 clusters Score -2872208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2872206.500000 Penalty: 4929.600098
	Iteration 71Q: 3 clusters Score -2872206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2872210.750000 Penalty: 4929.600098
	Iteration 72Q: 3 clusters Score -2872211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2872209.000000 Penalty: 4929.600098
	Iteration 73Q: 3 clusters Score -2872209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2872205.500000 Penalty: 4929.600098
	Iteration 74Q: 3 clusters Score -2872206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2872209.750000 Penalty: 4929.600098
	Iteration 75Q: 3 clusters Score -2872210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2872209.500000 Penalty: 4929.600098
	Iteration 76Q: 3 clusters Score -2872210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2872209.500000 Penalty: 4929.600098
	Iteration 77F: 3 clusters Score -2872210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -79768.867188 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -79768.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78218.656250 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -78218.66 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78537.976562 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -78537.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78627.007812 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -78627.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78701.367188 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -78701.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78758.085938 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -78758.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -78816.742188 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -78816.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78865.875000 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -78865.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -78911.031250 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -78911.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -78944.742188 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -78944.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -78988.234375 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -78988.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79007.007812 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -79007.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79013.632812 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -79013.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79020.687500 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -79020.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79032.132812 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -79032.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -79047.007812 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -79047.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79061.156250 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -79061.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79065.484375 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -79065.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -79070.632812 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -79070.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -79083.765625 Penalty: 3176.172607
	Iteration 18Q: 3 clusters Score -79083.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79099.000000 Penalty: 3176.172607
	Iteration 19Q: 3 clusters Score -79099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -79117.250000 Penalty: 3176.172607
	Iteration 20F: 3 clusters Score -79117.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79123.796875 Penalty: 3176.172607
	Iteration 21Q: 3 clusters Score -79123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -79123.796875 Penalty: 3176.172607
	Iteration 22F: 3 clusters Score -79123.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97631 members 
Mstep: Class 15 contains 11613 members 
Mstep: Class 16 contains 9569 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97825 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80593 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58978 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10733 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17261 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9263 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062960.000000 Penalty: 155103.640625
Iteration 319Q: 47 clusters Score -1.15063e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62335 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10413 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97629 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30390 members 
Mstep: Class 18 contains 12126 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97824 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80591 members 
Mstep: Class 25 contains 39210 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58979 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16953 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32387 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28873 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9264 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20719 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062904.000000 Penalty: 155103.640625
Iteration 320F: 47 clusters Score -1.150629e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97626 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30393 members 
Mstep: Class 18 contains 12126 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97820 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80591 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58982 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10731 members 
Mstep: Class 36 contains 28875 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 155103.640625
Iteration 321Q: 47 clusters Score -1.150628e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97625 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80591 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58983 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28877 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062864.000000 Penalty: 155103.640625
Iteration 322Q: 47 clusters Score -1.150629e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62334 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97623 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30393 members 
Mstep: Class 18 contains 12123 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97818 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80590 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58986 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16955 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28879 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062848.000000 Penalty: 155103.640625
Iteration 323Q: 47 clusters Score -1.150628e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97623 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30393 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97819 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80589 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16954 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28879 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062864.000000 Penalty: 155103.640625
Iteration 324Q: 47 clusters Score -1.150629e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97623 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12124 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97821 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80587 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16953 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28879 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062824.000000 Penalty: 155103.640625
Iteration 325Q: 47 clusters Score -1.150628e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97623 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97821 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80587 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16952 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28879 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062840.000000 Penalty: 155103.640625
Iteration 326Q: 47 clusters Score -1.150628e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13688 members 
Mstep: Class 3 contains 8918 members 
Mstep: Class 4 contains 62333 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 11082 members 
Mstep: Class 7 contains 795 members 
Mstep: Class 8 contains 402 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 922 members 
Mstep: Class 11 contains 6818 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 97623 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 3100 members 
Mstep: Class 20 contains 97821 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 2931 members 
Mstep: Class 23 contains 11963 members 
Mstep: Class 24 contains 80587 members 
Mstep: Class 25 contains 39209 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 237 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 16952 members 
Mstep: Class 31 contains 373 members 
Mstep: Class 32 contains 7549 members 
Mstep: Class 33 contains 6384 members 
Mstep: Class 34 contains 32386 members 
Mstep: Class 35 contains 10732 members 
Mstep: Class 36 contains 28879 members 
Mstep: Class 37 contains 7612 members 
Mstep: Class 38 contains 429 members 
Mstep: Class 39 contains 17262 members 
Mstep: Class 40 contains 1636 members 
Mstep: Class 41 contains 11216 members 
Mstep: Class 42 contains 3024 members 
Mstep: Class 43 contains 9266 members 
Mstep: Class 44 contains 1851 members 
Mstep: Class 45 contains 20721 members 
Mstep: Class 46 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -115062840.000000 Penalty: 155103.640625
Iteration 327F: 47 clusters Score -1.150628e+08 nChanged 0
Entering ConstructFrom: 
Score: -115062840.000000 Penalty: 155103.640625
Entering ConstructFrom: 
Trying to split cluster 1 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -887009.687500 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -887009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -881496.687500 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -881496.7 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -883564.875000 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -883564.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -884547.875000 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -884547.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -885238.875000 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -885238.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -885673.562500 Penalty: 4369.914062
	Iteration 4F: 3 clusters Score -885673.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -885908.812500 Penalty: 4369.914062
	Iteration 5F: 3 clusters Score -885908.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -886040.750000 Penalty: 4369.914062
	Iteration 6Q: 3 clusters Score -886040.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -886103.562500 Penalty: 4369.914062
	Iteration 7Q: 3 clusters Score -886103.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -886135.187500 Penalty: 4369.914062
	Iteration 8Q: 3 clusters Score -886135.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -886154.375000 Penalty: 4369.914062
	Iteration 9Q: 3 clusters Score -886154.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -886168.000000 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -886168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -886174.875000 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -886174.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -886185.937500 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -886185.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -886194.687500 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -886194.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -886201.125000 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -886201.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -886207.687500 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -886207.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -886212.437500 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -886212.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -886220.250000 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -886220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -886226.625000 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -886226.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -886238.250000 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -886238.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -886248.250000 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -886248.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -886257.187500 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -886257.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -886267.187500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -886267.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -886278.750000 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -886278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -886288.062500 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -886288.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -886299.812500 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -886299.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -886302.875000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -886302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -886307.562500 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -886307.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -886311.812500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -886311.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -886313.562500 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -886313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -886319.937500 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -886319.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -886324.062500 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -886324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -886329.375000 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -886329.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -886332.000000 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -886332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -886331.250000 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -886331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -886336.812500 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -886336.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -886339.312500 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -886339.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -886343.562500 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -886343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -886343.562500 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -886343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -886345.687500 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -886345.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -886348.875000 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -886348.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -886348.937500 Penalty: 4369.914062
	Iteration 41Q: 3 clusters Score -886348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -886351.687500 Penalty: 4369.914062
	Iteration 42Q: 3 clusters Score -886351.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -886357.437500 Penalty: 4369.914062
	Iteration 43Q: 3 clusters Score -886357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -886358.375000 Penalty: 4369.914062
	Iteration 44Q: 3 clusters Score -886358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -886361.937500 Penalty: 4369.914062
	Iteration 45Q: 3 clusters Score -886361.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -886364.437500 Penalty: 4369.914062
	Iteration 46Q: 3 clusters Score -886364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -886365.875000 Penalty: 4369.914062
	Iteration 47Q: 3 clusters Score -886365.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -886366.312500 Penalty: 4369.914062
	Iteration 48Q: 3 clusters Score -886366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -886365.750000 Penalty: 4369.914062
	Iteration 49Q: 3 clusters Score -886365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -886365.750000 Penalty: 4369.914062
	Iteration 50F: 3 clusters Score -886365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Entering Unmasked Estep 
Score: -2024296.375000 Penalty: 2362.020264
	Iteration 0F: 2 clusters Score -2024296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2014209.875000 Penalty: 4724.040527
	Iteration 0F: 3 clusters Score -2014210 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2017484.000000 Penalty: 4724.040527
	Iteration 1F: 3 clusters Score -2017484 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2017994.000000 Penalty: 4724.040527
	Iteration 2F: 3 clusters Score -2017994 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2018476.625000 Penalty: 4724.040527
	Iteration 3F: 3 clusters Score -2018477 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2018965.000000 Penalty: 4724.040527
	Iteration 4F: 3 clusters Score -2018965 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2019430.000000 Penalty: 4724.040527
	Iteration 5F: 3 clusters Score -2019430 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2019868.750000 Penalty: 4724.040527
	Iteration 6F: 3 clusters Score -2019869 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2020215.875000 Penalty: 4724.040527
	Iteration 7Q: 3 clusters Score -2020216 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2020541.500000 Penalty: 4724.040527
	Iteration 8Q: 3 clusters Score -2020542 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2020805.125000 Penalty: 4724.040527
	Iteration 9Q: 3 clusters Score -2020805 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2020999.750000 Penalty: 4724.040527
	Iteration 10Q: 3 clusters Score -2021000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2021137.750000 Penalty: 4724.040527
	Iteration 11Q: 3 clusters Score -2021138 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2021251.500000 Penalty: 4724.040527
	Iteration 12Q: 3 clusters Score -2021252 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2021347.125000 Penalty: 4724.040527
	Iteration 13Q: 3 clusters Score -2021347 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2021438.375000 Penalty: 4724.040527
	Iteration 14Q: 3 clusters Score -2021438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2021533.875000 Penalty: 4724.040527
	Iteration 15Q: 3 clusters Score -2021534 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2021631.750000 Penalty: 4724.040527
	Iteration 16Q: 3 clusters Score -2021632 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2021740.250000 Penalty: 4724.040527
	Iteration 17Q: 3 clusters Score -2021740 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2021838.250000 Penalty: 4724.040527
	Iteration 18Q: 3 clusters Score -2021838 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2021929.500000 Penalty: 4724.040527
	Iteration 19Q: 3 clusters Score -2021930 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2022013.875000 Penalty: 4724.040527
	Iteration 20F: 3 clusters Score -2022014 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2022071.250000 Penalty: 4724.040527
	Iteration 21Q: 3 clusters Score -2022071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2022129.500000 Penalty: 4724.040527
	Iteration 22Q: 3 clusters Score -2022130 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2022198.250000 Penalty: 4724.040527
	Iteration 23Q: 3 clusters Score -2022198 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2022281.125000 Penalty: 4724.040527
	Iteration 24Q: 3 clusters Score -2022281 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2022342.625000 Penalty: 4724.040527
	Iteration 25Q: 3 clusters Score -2022343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2022389.375000 Penalty: 4724.040527
	Iteration 26Q: 3 clusters Score -2022389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2022423.500000 Penalty: 4724.040527
	Iteration 27Q: 3 clusters Score -2022424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2022462.625000 Penalty: 4724.040527
	Iteration 28Q: 3 clusters Score -2022463 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2022494.875000 Penalty: 4724.040527
	Iteration 29Q: 3 clusters Score -2022495 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2022522.500000 Penalty: 4724.040527
	Iteration 30Q: 3 clusters Score -2022522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2022541.750000 Penalty: 4724.040527
	Iteration 31Q: 3 clusters Score -2022542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2022559.250000 Penalty: 4724.040527
	Iteration 32Q: 3 clusters Score -2022559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2022574.000000 Penalty: 4724.040527
	Iteration 33Q: 3 clusters Score -2022574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2022596.625000 Penalty: 4724.040527
	Iteration 34Q: 3 clusters Score -2022597 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2022614.000000 Penalty: 4724.040527
	Iteration 35Q: 3 clusters Score -2022614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2022625.000000 Penalty: 4724.040527
	Iteration 36Q: 3 clusters Score -2022625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2022644.875000 Penalty: 4724.040527
	Iteration 37Q: 3 clusters Score -2022645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2022653.000000 Penalty: 4724.040527
	Iteration 38Q: 3 clusters Score -2022653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2022663.375000 Penalty: 4724.040527
	Iteration 39Q: 3 clusters Score -2022663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2022671.250000 Penalty: 4724.040527
	Iteration 40F: 3 clusters Score -2022671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2022673.875000 Penalty: 4724.040527
	Iteration 41Q: 3 clusters Score -2022674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2022677.750000 Penalty: 4724.040527
	Iteration 42Q: 3 clusters Score -2022678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2022679.250000 Penalty: 4724.040527
	Iteration 43Q: 3 clusters Score -2022679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2022683.250000 Penalty: 4724.040527
	Iteration 44Q: 3 clusters Score -2022683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2022685.000000 Penalty: 4724.040527
	Iteration 45Q: 3 clusters Score -2022685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2022685.875000 Penalty: 4724.040527
	Iteration 46Q: 3 clusters Score -2022686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2022687.125000 Penalty: 4724.040527
	Iteration 47Q: 3 clusters Score -2022687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2022693.500000 Penalty: 4724.040527
	Iteration 48Q: 3 clusters Score -2022694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2022700.500000 Penalty: 4724.040527
	Iteration 49Q: 3 clusters Score -2022700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2022700.625000 Penalty: 4724.040527
	Iteration 50Q: 3 clusters Score -2022701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2022699.875000 Penalty: 4724.040527
	Iteration 51Q: 3 clusters Score -2022700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2022700.625000 Penalty: 4724.040527
	Iteration 52Q: 3 clusters Score -2022701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2022699.500000 Penalty: 4724.040527
	Iteration 53Q: 3 clusters Score -2022700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2022698.625000 Penalty: 4724.040527
	Iteration 54Q: 3 clusters Score -2022699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2022700.500000 Penalty: 4724.040527
	Iteration 55Q: 3 clusters Score -2022700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2022701.625000 Penalty: 4724.040527
	Iteration 56Q: 3 clusters Score -2022702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2022706.375000 Penalty: 4724.040527
	Iteration 57Q: 3 clusters Score -2022706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2022709.625000 Penalty: 4724.040527
	Iteration 58Q: 3 clusters Score -2022710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2022713.625000 Penalty: 4724.040527
	Iteration 59Q: 3 clusters Score -2022714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2022715.875000 Penalty: 4724.040527
	Iteration 60F: 3 clusters Score -2022716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2022710.500000 Penalty: 4724.040527
	Iteration 61Q: 3 clusters Score -2022710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2022716.000000 Penalty: 4724.040527
	Iteration 62Q: 3 clusters Score -2022716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2022717.125000 Penalty: 4724.040527
	Iteration 63Q: 3 clusters Score -2022717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2022717.375000 Penalty: 4724.040527
	Iteration 64Q: 3 clusters Score -2022717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2022723.125000 Penalty: 4724.040527
	Iteration 65Q: 3 clusters Score -2022723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2022722.750000 Penalty: 4724.040527
	Iteration 66Q: 3 clusters Score -2022723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2022726.250000 Penalty: 4724.040527
	Iteration 67Q: 3 clusters Score -2022726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2022726.625000 Penalty: 4724.040527
	Iteration 68Q: 3 clusters Score -2022727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2022724.000000 Penalty: 4724.040527
	Iteration 69Q: 3 clusters Score -2022724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2022723.625000 Penalty: 4724.040527
	Iteration 70Q: 3 clusters Score -2022724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2022723.625000 Penalty: 4724.040527
	Iteration 71F: 3 clusters Score -2022724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Entering Unmasked Estep 
Score: -1315735.125000 Penalty: 2255.765137
	Iteration 0F: 2 clusters Score -1315735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1308732.750000 Penalty: 4511.530273
	Iteration 0F: 3 clusters Score -1308733 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1310653.750000 Penalty: 4511.530273
	Iteration 1F: 3 clusters Score -1310654 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1310959.750000 Penalty: 4511.530273
	Iteration 2F: 3 clusters Score -1310960 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1311208.500000 Penalty: 4511.530273
	Iteration 3F: 3 clusters Score -1311208 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1311384.375000 Penalty: 4511.530273
	Iteration 4Q: 3 clusters Score -1311384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1311522.750000 Penalty: 4511.530273
	Iteration 5Q: 3 clusters Score -1311523 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1311657.500000 Penalty: 4511.530273
	Iteration 6Q: 3 clusters Score -1311658 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1311786.125000 Penalty: 4511.530273
	Iteration 7Q: 3 clusters Score -1311786 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1311900.250000 Penalty: 4511.530273
	Iteration 8Q: 3 clusters Score -1311900 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1312019.250000 Penalty: 4511.530273
	Iteration 9Q: 3 clusters Score -1312019 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1312152.750000 Penalty: 4511.530273
	Iteration 10Q: 3 clusters Score -1312153 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1312307.500000 Penalty: 4511.530273
	Iteration 11Q: 3 clusters Score -1312308 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1312461.375000 Penalty: 4511.530273
	Iteration 12Q: 3 clusters Score -1312461 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1312637.875000 Penalty: 4511.530273
	Iteration 13Q: 3 clusters Score -1312638 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1312811.250000 Penalty: 4511.530273
	Iteration 14Q: 3 clusters Score -1312811 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1312976.500000 Penalty: 4511.530273
	Iteration 15Q: 3 clusters Score -1312976 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1313130.875000 Penalty: 4511.530273
	Iteration 16Q: 3 clusters Score -1313131 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1313301.875000 Penalty: 4511.530273
	Iteration 17Q: 3 clusters Score -1313302 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1313424.000000 Penalty: 4511.530273
	Iteration 18Q: 3 clusters Score -1313424 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1313516.625000 Penalty: 4511.530273
	Iteration 19Q: 3 clusters Score -1313517 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1313589.125000 Penalty: 4511.530273
	Iteration 20F: 3 clusters Score -1313589 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1313643.375000 Penalty: 4511.530273
	Iteration 21Q: 3 clusters Score -1313643 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1313691.250000 Penalty: 4511.530273
	Iteration 22Q: 3 clusters Score -1313691 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1313714.875000 Penalty: 4511.530273
	Iteration 23Q: 3 clusters Score -1313715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1313742.250000 Penalty: 4511.530273
	Iteration 24Q: 3 clusters Score -1313742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1313759.375000 Penalty: 4511.530273
	Iteration 25Q: 3 clusters Score -1313759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1313768.000000 Penalty: 4511.530273
	Iteration 26Q: 3 clusters Score -1313768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1313781.750000 Penalty: 4511.530273
	Iteration 27Q: 3 clusters Score -1313782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1313791.625000 Penalty: 4511.530273
	Iteration 28Q: 3 clusters Score -1313792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1313807.625000 Penalty: 4511.530273
	Iteration 29Q: 3 clusters Score -1313808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1313817.125000 Penalty: 4511.530273
	Iteration 30Q: 3 clusters Score -1313817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1313828.875000 Penalty: 4511.530273
	Iteration 31Q: 3 clusters Score -1313829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1313840.750000 Penalty: 4511.530273
	Iteration 32Q: 3 clusters Score -1313841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1313849.750000 Penalty: 4511.530273
	Iteration 33Q: 3 clusters Score -1313850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1313854.375000 Penalty: 4511.530273
	Iteration 34Q: 3 clusters Score -1313854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1313861.000000 Penalty: 4511.530273
	Iteration 35Q: 3 clusters Score -1313861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1313866.500000 Penalty: 4511.530273
	Iteration 36Q: 3 clusters Score -1313866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1313869.875000 Penalty: 4511.530273
	Iteration 37Q: 3 clusters Score -1313870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1313869.500000 Penalty: 4511.530273
	Iteration 38Q: 3 clusters Score -1313870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1313871.625000 Penalty: 4511.530273
	Iteration 39Q: 3 clusters Score -1313872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1313877.625000 Penalty: 4511.530273
	Iteration 40F: 3 clusters Score -1313878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1313880.250000 Penalty: 4511.530273
	Iteration 41Q: 3 clusters Score -1313880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1313884.000000 Penalty: 4511.530273
	Iteration 42Q: 3 clusters Score -1313884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1313888.875000 Penalty: 4511.530273
	Iteration 43Q: 3 clusters Score -1313889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1313892.375000 Penalty: 4511.530273
	Iteration 44Q: 3 clusters Score -1313892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1313896.875000 Penalty: 4511.530273
	Iteration 45Q: 3 clusters Score -1313897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1313900.000000 Penalty: 4511.530273
	Iteration 46Q: 3 clusters Score -1313900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1313904.625000 Penalty: 4511.530273
	Iteration 47Q: 3 clusters Score -1313905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1313907.125000 Penalty: 4511.530273
	Iteration 48Q: 3 clusters Score -1313907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1313913.125000 Penalty: 4511.530273
	Iteration 49Q: 3 clusters Score -1313913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1313914.250000 Penalty: 4511.530273
	Iteration 50Q: 3 clusters Score -1313914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1313915.625000 Penalty: 4511.530273
	Iteration 51Q: 3 clusters Score -1313916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1313920.125000 Penalty: 4511.530273
	Iteration 52Q: 3 clusters Score -1313920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1313922.000000 Penalty: 4511.530273
	Iteration 53Q: 3 clusters Score -1313922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1313931.875000 Penalty: 4511.530273
	Iteration 54Q: 3 clusters Score -1313932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1313937.000000 Penalty: 4511.530273
	Iteration 55Q: 3 clusters Score -1313937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1313937.625000 Penalty: 4511.530273
	Iteration 56Q: 3 clusters Score -1313938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1313943.625000 Penalty: 4511.530273
	Iteration 57Q: 3 clusters Score -1313944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1313942.750000 Penalty: 4511.530273
	Iteration 58Q: 3 clusters Score -1313943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1313948.125000 Penalty: 4511.530273
	Iteration 59Q: 3 clusters Score -1313948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1313950.375000 Penalty: 4511.530273
	Iteration 60F: 3 clusters Score -1313950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1313952.375000 Penalty: 4511.530273
	Iteration 61Q: 3 clusters Score -1313952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1313954.500000 Penalty: 4511.530273
	Iteration 62Q: 3 clusters Score -1313954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1313957.875000 Penalty: 4511.530273
	Iteration 63Q: 3 clusters Score -1313958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1313959.125000 Penalty: 4511.530273
	Iteration 64Q: 3 clusters Score -1313959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1313963.500000 Penalty: 4511.530273
	Iteration 65Q: 3 clusters Score -1313964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1313963.875000 Penalty: 4511.530273
	Iteration 66Q: 3 clusters Score -1313964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1313963.500000 Penalty: 4511.530273
	Iteration 67Q: 3 clusters Score -1313964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1313963.125000 Penalty: 4511.530273
	Iteration 68Q: 3 clusters Score -1313963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1313964.000000 Penalty: 4511.530273
	Iteration 69Q: 3 clusters Score -1313964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1313966.125000 Penalty: 4511.530273
	Iteration 70Q: 3 clusters Score -1313966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1313966.750000 Penalty: 4511.530273
	Iteration 71Q: 3 clusters Score -1313967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1313966.500000 Penalty: 4511.530273
	Iteration 72Q: 3 clusters Score -1313966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1313966.375000 Penalty: 4511.530273
	Iteration 73Q: 3 clusters Score -1313966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1313967.000000 Penalty: 4511.530273
	Iteration 74Q: 3 clusters Score -1313967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1313967.125000 Penalty: 4511.530273
	Iteration 75Q: 3 clusters Score -1313967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1313969.500000 Penalty: 4511.530273
	Iteration 76Q: 3 clusters Score -1313970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1313969.375000 Penalty: 4511.530273
	Iteration 77Q: 3 clusters Score -1313969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1313971.875000 Penalty: 4511.530273
	Iteration 78Q: 3 clusters Score -1313972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1313971.875000 Penalty: 4511.530273
	Iteration 79F: 3 clusters Score -1313972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Entering Unmasked Estep 
Score: -9346474.000000 Penalty: 2737.980957
	Iteration 0F: 2 clusters Score -9346474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -9304612.000000 Penalty: 5475.961914
	Iteration 0F: 3 clusters Score -9304612 nChanged 29107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -9320957.000000 Penalty: 5475.961914
	Iteration 1F: 3 clusters Score -9320957 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -9321842.000000 Penalty: 5475.961914
	Iteration 2Q: 3 clusters Score -9321842 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -9323074.000000 Penalty: 5475.961914
	Iteration 3Q: 3 clusters Score -9323074 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -9324588.000000 Penalty: 5475.961914
	Iteration 4Q: 3 clusters Score -9324588 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -9326319.000000 Penalty: 5475.961914
	Iteration 5F: 3 clusters Score -9326319 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -9328400.000000 Penalty: 5475.961914
	Iteration 6F: 3 clusters Score -9328400 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -9330662.000000 Penalty: 5475.961914
	Iteration 7F: 3 clusters Score -9330662 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -9333069.000000 Penalty: 5475.961914
	Iteration 8F: 3 clusters Score -9333069 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -9335351.000000 Penalty: 5475.961914
	Iteration 9F: 3 clusters Score -9335351 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -9337083.000000 Penalty: 5475.961914
	Iteration 10Q: 3 clusters Score -9337083 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -9338287.000000 Penalty: 5475.961914
	Iteration 11Q: 3 clusters Score -9338287 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -9338789.000000 Penalty: 5475.961914
	Iteration 12Q: 3 clusters Score -9338789 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -9339031.000000 Penalty: 5475.961914
	Iteration 13Q: 3 clusters Score -9339031 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -9339184.000000 Penalty: 5475.961914
	Iteration 14Q: 3 clusters Score -9339184 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -9339285.000000 Penalty: 5475.961914
	Iteration 15Q: 3 clusters Score -9339285 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -9339366.000000 Penalty: 5475.961914
	Iteration 16Q: 3 clusters Score -9339366 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -9339462.000000 Penalty: 5475.961914
	Iteration 17Q: 3 clusters Score -9339462 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -9339538.000000 Penalty: 5475.961914
	Iteration 18Q: 3 clusters Score -9339538 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -9339700.000000 Penalty: 5475.961914
	Iteration 19Q: 3 clusters Score -9339700 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -9339769.000000 Penalty: 5475.961914
	Iteration 20F: 3 clusters Score -9339769 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9339813.000000 Penalty: 5475.961914
	Iteration 21Q: 3 clusters Score -9339813 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -9339871.000000 Penalty: 5475.961914
	Iteration 22Q: 3 clusters Score -9339871 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9339939.000000 Penalty: 5475.961914
	Iteration 23Q: 3 clusters Score -9339939 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -9340035.000000 Penalty: 5475.961914
	Iteration 24Q: 3 clusters Score -9340035 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -9340064.000000 Penalty: 5475.961914
	Iteration 25Q: 3 clusters Score -9340064 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -9340134.000000 Penalty: 5475.961914
	Iteration 26Q: 3 clusters Score -9340134 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -9340158.000000 Penalty: 5475.961914
	Iteration 27Q: 3 clusters Score -9340158 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -9340242.000000 Penalty: 5475.961914
	Iteration 28Q: 3 clusters Score -9340242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -9340276.000000 Penalty: 5475.961914
	Iteration 29Q: 3 clusters Score -9340276 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -9340299.000000 Penalty: 5475.961914
	Iteration 30Q: 3 clusters Score -9340299 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9340370.000000 Penalty: 5475.961914
	Iteration 31Q: 3 clusters Score -9340370 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -9340405.000000 Penalty: 5475.961914
	Iteration 32Q: 3 clusters Score -9340405 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -9340454.000000 Penalty: 5475.961914
	Iteration 33Q: 3 clusters Score -9340454 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9340477.000000 Penalty: 5475.961914
	Iteration 34Q: 3 clusters Score -9340477 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -9340516.000000 Penalty: 5475.961914
	Iteration 35Q: 3 clusters Score -9340516 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9340571.000000 Penalty: 5475.961914
	Iteration 36Q: 3 clusters Score -9340571 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9340637.000000 Penalty: 5475.961914
	Iteration 37Q: 3 clusters Score -9340637 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -9340690.000000 Penalty: 5475.961914
	Iteration 38Q: 3 clusters Score -9340690 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -9340786.000000 Penalty: 5475.961914
	Iteration 39Q: 3 clusters Score -9340786 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -9340849.000000 Penalty: 5475.961914
	Iteration 40F: 3 clusters Score -9340849 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -9340936.000000 Penalty: 5475.961914
	Iteration 41Q: 3 clusters Score -9340936 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -9340950.000000 Penalty: 5475.961914
	Iteration 42Q: 3 clusters Score -9340950 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -9340941.000000 Penalty: 5475.961914
	Iteration 43Q: 3 clusters Score -9340941 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -9341062.000000 Penalty: 5475.961914
	Iteration 44Q: 3 clusters Score -9341062 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -9341129.000000 Penalty: 5475.961914
	Iteration 45Q: 3 clusters Score -9341129 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -9341225.000000 Penalty: 5475.961914
	Iteration 46Q: 3 clusters Score -9341225 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -9341309.000000 Penalty: 5475.961914
	Iteration 47Q: 3 clusters Score -9341309 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -9341349.000000 Penalty: 5475.961914
	Iteration 48Q: 3 clusters Score -9341349 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -9341402.000000 Penalty: 5475.961914
	Iteration 49Q: 3 clusters Score -9341402 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -9341489.000000 Penalty: 5475.961914
	Iteration 50Q: 3 clusters Score -9341489 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -9341610.000000 Penalty: 5475.961914
	Iteration 51Q: 3 clusters Score -9341610 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -9341653.000000 Penalty: 5475.961914
	Iteration 52Q: 3 clusters Score -9341653 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -9341778.000000 Penalty: 5475.961914
	Iteration 53Q: 3 clusters Score -9341778 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -9341869.000000 Penalty: 5475.961914
	Iteration 54Q: 3 clusters Score -9341869 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -9341983.000000 Penalty: 5475.961914
	Iteration 55Q: 3 clusters Score -9341983 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9342117.000000 Penalty: 5475.961914
	Iteration 56Q: 3 clusters Score -9342117 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -9342217.000000 Penalty: 5475.961914
	Iteration 57Q: 3 clusters Score -9342217 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9342331.000000 Penalty: 5475.961914
	Iteration 58Q: 3 clusters Score -9342331 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9342469.000000 Penalty: 5475.961914
	Iteration 59Q: 3 clusters Score -9342469 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 48610 members 
Entering Unmasked Estep 
Score: -9342617.000000 Penalty: 5475.961914
	Iteration 60F: 3 clusters Score -9342617 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9342712.000000 Penalty: 5475.961914
	Iteration 61Q: 3 clusters Score -9342712 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9342867.000000 Penalty: 5475.961914
	Iteration 62Q: 3 clusters Score -9342867 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9343003.000000 Penalty: 5475.961914
	Iteration 63Q: 3 clusters Score -9343003 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9343079.000000 Penalty: 5475.961914
	Iteration 64Q: 3 clusters Score -9343079 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9343153.000000 Penalty: 5475.961914
	Iteration 65Q: 3 clusters Score -9343153 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9343215.000000 Penalty: 5475.961914
	Iteration 66Q: 3 clusters Score -9343215 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -9343298.000000 Penalty: 5475.961914
	Iteration 67Q: 3 clusters Score -9343298 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9343341.000000 Penalty: 5475.961914
	Iteration 68Q: 3 clusters Score -9343341 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -9343376.000000 Penalty: 5475.961914
	Iteration 69Q: 3 clusters Score -9343376 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -9343436.000000 Penalty: 5475.961914
	Iteration 70Q: 3 clusters Score -9343436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -9343479.000000 Penalty: 5475.961914
	Iteration 71Q: 3 clusters Score -9343479 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -9343500.000000 Penalty: 5475.961914
	Iteration 72Q: 3 clusters Score -9343500 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -9343525.000000 Penalty: 5475.961914
	Iteration 73Q: 3 clusters Score -9343525 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -9343536.000000 Penalty: 5475.961914
	Iteration 74Q: 3 clusters Score -9343536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -9343551.000000 Penalty: 5475.961914
	Iteration 75Q: 3 clusters Score -9343551 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -9343545.000000 Penalty: 5475.961914
	Iteration 76Q: 3 clusters Score -9343545 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -9343548.000000 Penalty: 5475.961914
	Iteration 77Q: 3 clusters Score -9343548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -9343585.000000 Penalty: 5475.961914
	Iteration 78Q: 3 clusters Score -9343585 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -9343564.000000 Penalty: 5475.961914
	Iteration 79Q: 3 clusters Score -9343564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -9343586.000000 Penalty: 5475.961914
	Iteration 80F: 3 clusters Score -9343586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -9343620.000000 Penalty: 5475.961914
	Iteration 81Q: 3 clusters Score -9343620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -9343623.000000 Penalty: 5475.961914
	Iteration 82Q: 3 clusters Score -9343623 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -9343618.000000 Penalty: 5475.961914
	Iteration 83Q: 3 clusters Score -9343618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -9343649.000000 Penalty: 5475.961914
	Iteration 84Q: 3 clusters Score -9343649 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -9343666.000000 Penalty: 5475.961914
	Iteration 85Q: 3 clusters Score -9343666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 54146 members 
Entering Unmasked Estep 
Score: -9343683.000000 Penalty: 5475.961914
	Iteration 86Q: 3 clusters Score -9343683 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -9343684.000000 Penalty: 5475.961914
	Iteration 87Q: 3 clusters Score -9343684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -9343692.000000 Penalty: 5475.961914
	Iteration 88Q: 3 clusters Score -9343692 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 54399 members 
Entering Unmasked Estep 
Score: -9343693.000000 Penalty: 5475.961914
	Iteration 89Q: 3 clusters Score -9343693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -9343705.000000 Penalty: 5475.961914
	Iteration 90Q: 3 clusters Score -9343705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -9343744.000000 Penalty: 5475.961914
	Iteration 91Q: 3 clusters Score -9343744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -9343747.000000 Penalty: 5475.961914
	Iteration 92Q: 3 clusters Score -9343747 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -9343764.000000 Penalty: 5475.961914
	Iteration 93Q: 3 clusters Score -9343764 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -9343763.000000 Penalty: 5475.961914
	Iteration 94Q: 3 clusters Score -9343763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -9343773.000000 Penalty: 5475.961914
	Iteration 95Q: 3 clusters Score -9343773 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -9343800.000000 Penalty: 5475.961914
	Iteration 96Q: 3 clusters Score -9343800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -9343810.000000 Penalty: 5475.961914
	Iteration 97Q: 3 clusters Score -9343810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -9343809.000000 Penalty: 5475.961914
	Iteration 98Q: 3 clusters Score -9343809 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -9343818.000000 Penalty: 5475.961914
	Iteration 99Q: 3 clusters Score -9343818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -9343816.000000 Penalty: 5475.961914
	Iteration 100F: 3 clusters Score -9343816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -9343800.000000 Penalty: 5475.961914
	Iteration 101Q: 3 clusters Score -9343800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -9343823.000000 Penalty: 5475.961914
	Iteration 102Q: 3 clusters Score -9343823 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -9343824.000000 Penalty: 5475.961914
	Iteration 103Q: 3 clusters Score -9343824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -9343838.000000 Penalty: 5475.961914
	Iteration 104Q: 3 clusters Score -9343838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -9343846.000000 Penalty: 5475.961914
	Iteration 105Q: 3 clusters Score -9343846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -9343845.000000 Penalty: 5475.961914
	Iteration 106Q: 3 clusters Score -9343845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -9343861.000000 Penalty: 5475.961914
	Iteration 107Q: 3 clusters Score -9343861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -9343863.000000 Penalty: 5475.961914
	Iteration 108Q: 3 clusters Score -9343863 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -9343888.000000 Penalty: 5475.961914
	Iteration 109Q: 3 clusters Score -9343888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -9343887.000000 Penalty: 5475.961914
	Iteration 110Q: 3 clusters Score -9343887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -9343887.000000 Penalty: 5475.961914
	Iteration 111Q: 3 clusters Score -9343887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -9343896.000000 Penalty: 5475.961914
	Iteration 112Q: 3 clusters Score -9343896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -9343900.000000 Penalty: 5475.961914
	Iteration 113Q: 3 clusters Score -9343900 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -9343916.000000 Penalty: 5475.961914
	Iteration 114Q: 3 clusters Score -9343916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -9343909.000000 Penalty: 5475.961914
	Iteration 115Q: 3 clusters Score -9343909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -9343897.000000 Penalty: 5475.961914
	Iteration 116Q: 3 clusters Score -9343897 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 56499 members 
Entering Unmasked Estep 
Score: -9343911.000000 Penalty: 5475.961914
	Iteration 117Q: 3 clusters Score -9343911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -9343922.000000 Penalty: 5475.961914
	Iteration 118Q: 3 clusters Score -9343922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -9343932.000000 Penalty: 5475.961914
	Iteration 119Q: 3 clusters Score -9343932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -9343971.000000 Penalty: 5475.961914
	Iteration 120F: 3 clusters Score -9343971 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -9343976.000000 Penalty: 5475.961914
	Iteration 121Q: 3 clusters Score -9343976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 56845 members 
Entering Unmasked Estep 
Score: -9343995.000000 Penalty: 5475.961914
	Iteration 122Q: 3 clusters Score -9343995 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -9343991.000000 Penalty: 5475.961914
	Iteration 123Q: 3 clusters Score -9343991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -9343989.000000 Penalty: 5475.961914
	Iteration 124Q: 3 clusters Score -9343989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -9343988.000000 Penalty: 5475.961914
	Iteration 125Q: 3 clusters Score -9343988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -9343997.000000 Penalty: 5475.961914
	Iteration 126Q: 3 clusters Score -9343997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -9343982.000000 Penalty: 5475.961914
	Iteration 127Q: 3 clusters Score -9343982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -9343992.000000 Penalty: 5475.961914
	Iteration 128Q: 3 clusters Score -9343992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -9344014.000000 Penalty: 5475.961914
	Iteration 129Q: 3 clusters Score -9344014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -9344010.000000 Penalty: 5475.961914
	Iteration 130Q: 3 clusters Score -9344010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -9344014.000000 Penalty: 5475.961914
	Iteration 131Q: 3 clusters Score -9344014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -9344030.000000 Penalty: 5475.961914
	Iteration 132Q: 3 clusters Score -9344030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -9344031.000000 Penalty: 5475.961914
	Iteration 133Q: 3 clusters Score -9344031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -9344033.000000 Penalty: 5475.961914
	Iteration 134Q: 3 clusters Score -9344033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -9344019.000000 Penalty: 5475.961914
	Iteration 135Q: 3 clusters Score -9344019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -9344025.000000 Penalty: 5475.961914
	Iteration 136Q: 3 clusters Score -9344025 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -9344040.000000 Penalty: 5475.961914
	Iteration 137Q: 3 clusters Score -9344040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -9344029.000000 Penalty: 5475.961914
	Iteration 138Q: 3 clusters Score -9344029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -9344041.000000 Penalty: 5475.961914
	Iteration 139Q: 3 clusters Score -9344041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -9344046.000000 Penalty: 5475.961914
	Iteration 140F: 3 clusters Score -9344046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -9344068.000000 Penalty: 5475.961914
	Iteration 141Q: 3 clusters Score -9344068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 57798 members 
Entering Unmasked Estep 
Score: -9344076.000000 Penalty: 5475.961914
	Iteration 142Q: 3 clusters Score -9344076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -9344092.000000 Penalty: 5475.961914
	Iteration 143Q: 3 clusters Score -9344092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -9344093.000000 Penalty: 5475.961914
	Iteration 144Q: 3 clusters Score -9344093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -9344095.000000 Penalty: 5475.961914
	Iteration 145Q: 3 clusters Score -9344095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -9344103.000000 Penalty: 5475.961914
	Iteration 146Q: 3 clusters Score -9344103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -9344114.000000 Penalty: 5475.961914
	Iteration 147Q: 3 clusters Score -9344114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -9344116.000000 Penalty: 5475.961914
	Iteration 148Q: 3 clusters Score -9344116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -9344150.000000 Penalty: 5475.961914
	Iteration 149Q: 3 clusters Score -9344150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -9344143.000000 Penalty: 5475.961914
	Iteration 150Q: 3 clusters Score -9344143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -9344166.000000 Penalty: 5475.961914
	Iteration 151Q: 3 clusters Score -9344166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -9344169.000000 Penalty: 5475.961914
	Iteration 152Q: 3 clusters Score -9344169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -9344158.000000 Penalty: 5475.961914
	Iteration 153Q: 3 clusters Score -9344158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -9344161.000000 Penalty: 5475.961914
	Iteration 154Q: 3 clusters Score -9344161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -9344186.000000 Penalty: 5475.961914
	Iteration 155Q: 3 clusters Score -9344186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -9344182.000000 Penalty: 5475.961914
	Iteration 156Q: 3 clusters Score -9344182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -9344199.000000 Penalty: 5475.961914
	Iteration 157Q: 3 clusters Score -9344199 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -9344200.000000 Penalty: 5475.961914
	Iteration 158Q: 3 clusters Score -9344200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 58375 members 
Entering Unmasked Estep 
Score: -9344191.000000 Penalty: 5475.961914
	Iteration 159Q: 3 clusters Score -9344191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -9344199.000000 Penalty: 5475.961914
	Iteration 160F: 3 clusters Score -9344199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -9344220.000000 Penalty: 5475.961914
	Iteration 161Q: 3 clusters Score -9344220 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -9344222.000000 Penalty: 5475.961914
	Iteration 162Q: 3 clusters Score -9344222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -9344245.000000 Penalty: 5475.961914
	Iteration 163Q: 3 clusters Score -9344245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 58589 members 
Entering Unmasked Estep 
Score: -9344245.000000 Penalty: 5475.961914
	Iteration 164Q: 3 clusters Score -9344245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -9344245.000000 Penalty: 5475.961914
	Iteration 165Q: 3 clusters Score -9344245 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -9344257.000000 Penalty: 5475.961914
	Iteration 166Q: 3 clusters Score -9344257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -9344258.000000 Penalty: 5475.961914
	Iteration 167Q: 3 clusters Score -9344258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -9344254.000000 Penalty: 5475.961914
	Iteration 168Q: 3 clusters Score -9344254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -9344265.000000 Penalty: 5475.961914
	Iteration 169Q: 3 clusters Score -9344265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -9344277.000000 Penalty: 5475.961914
	Iteration 170Q: 3 clusters Score -9344277 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -9344273.000000 Penalty: 5475.961914
	Iteration 171Q: 3 clusters Score -9344273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -9344275.000000 Penalty: 5475.961914
	Iteration 172Q: 3 clusters Score -9344275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -9344280.000000 Penalty: 5475.961914
	Iteration 173Q: 3 clusters Score -9344280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -9344318.000000 Penalty: 5475.961914
	Iteration 174Q: 3 clusters Score -9344318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
Score: -9344305.000000 Penalty: 5475.961914
	Iteration 175Q: 3 clusters Score -9344305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -9344301.000000 Penalty: 5475.961914
	Iteration 176Q: 3 clusters Score -9344301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -9344303.000000 Penalty: 5475.961914
	Iteration 177Q: 3 clusters Score -9344303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 59060 members 
Entering Unmasked Estep 
Score: -9344314.000000 Penalty: 5475.961914
	Iteration 178Q: 3 clusters Score -9344314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
Score: -9344324.000000 Penalty: 5475.961914
	Iteration 179Q: 3 clusters Score -9344324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
Score: -9344328.000000 Penalty: 5475.961914
	Iteration 180F: 3 clusters Score -9344328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -9344315.000000 Penalty: 5475.961914
	Iteration 181Q: 3 clusters Score -9344315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -9344323.000000 Penalty: 5475.961914
	Iteration 182Q: 3 clusters Score -9344323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -9344330.000000 Penalty: 5475.961914
	Iteration 183Q: 3 clusters Score -9344330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -9344327.000000 Penalty: 5475.961914
	Iteration 184Q: 3 clusters Score -9344327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -9344331.000000 Penalty: 5475.961914
	Iteration 185Q: 3 clusters Score -9344331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -9344328.000000 Penalty: 5475.961914
	Iteration 186Q: 3 clusters Score -9344328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -9344338.000000 Penalty: 5475.961914
	Iteration 187Q: 3 clusters Score -9344338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -9344335.000000 Penalty: 5475.961914
	Iteration 188Q: 3 clusters Score -9344335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -9344330.000000 Penalty: 5475.961914
	Iteration 189Q: 3 clusters Score -9344330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -9344338.000000 Penalty: 5475.961914
	Iteration 190Q: 3 clusters Score -9344338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 59316 members 
Entering Unmasked Estep 
Score: -9344330.000000 Penalty: 5475.961914
	Iteration 191Q: 3 clusters Score -9344330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -9344335.000000 Penalty: 5475.961914
	Iteration 192Q: 3 clusters Score -9344335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -9344331.000000 Penalty: 5475.961914
	Iteration 193Q: 3 clusters Score -9344331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -9344323.000000 Penalty: 5475.961914
	Iteration 194Q: 3 clusters Score -9344323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -9344321.000000 Penalty: 5475.961914
	Iteration 195Q: 3 clusters Score -9344321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -9344326.000000 Penalty: 5475.961914
	Iteration 196Q: 3 clusters Score -9344326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -9344319.000000 Penalty: 5475.961914
	Iteration 197Q: 3 clusters Score -9344319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -9344324.000000 Penalty: 5475.961914
	Iteration 198Q: 3 clusters Score -9344324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -9344324.000000 Penalty: 5475.961914
	Iteration 199F: 3 clusters Score -9344324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -203068.984375 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -203069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -200853.281250 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -200853.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201556.328125 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -201556.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -201803.484375 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -201803.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201976.625000 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -201976.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202171.625000 Penalty: 3646.492676
	Iteration 4F: 3 clusters Score -202171.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202357.296875 Penalty: 3646.492676
	Iteration 5Q: 3 clusters Score -202357.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202541.484375 Penalty: 3646.492676
	Iteration 6F: 3 clusters Score -202541.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -202671.343750 Penalty: 3646.492676
	Iteration 7F: 3 clusters Score -202671.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -202744.281250 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -202744.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -202783.687500 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -202783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202814.406250 Penalty: 3646.492676
	Iteration 10Q: 3 clusters Score -202814.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -202839.875000 Penalty: 3646.492676
	Iteration 11Q: 3 clusters Score -202839.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202862.453125 Penalty: 3646.492676
	Iteration 12Q: 3 clusters Score -202862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -202866.796875 Penalty: 3646.492676
	Iteration 13Q: 3 clusters Score -202866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -202870.203125 Penalty: 3646.492676
	Iteration 14Q: 3 clusters Score -202870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202871.859375 Penalty: 3646.492676
	Iteration 15Q: 3 clusters Score -202871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202872.203125 Penalty: 3646.492676
	Iteration 16Q: 3 clusters Score -202872.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202875.250000 Penalty: 3646.492676
	Iteration 17F: 3 clusters Score -202875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202880.968750 Penalty: 3646.492676
	Iteration 18Q: 3 clusters Score -202881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -202881.718750 Penalty: 3646.492676
	Iteration 19Q: 3 clusters Score -202881.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202882.328125 Penalty: 3646.492676
	Iteration 20F: 3 clusters Score -202882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202882.656250 Penalty: 3646.492676
	Iteration 21Q: 3 clusters Score -202882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202883.515625 Penalty: 3646.492676
	Iteration 22Q: 3 clusters Score -202883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -202883.515625 Penalty: 3646.492676
	Iteration 23F: 3 clusters Score -202883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Entering Unmasked Estep 
Score: -1543300.375000 Penalty: 2309.643311
	Iteration 0F: 2 clusters Score -1543300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1534978.875000 Penalty: 4619.286621
	Iteration 0F: 3 clusters Score -1534979 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1537430.500000 Penalty: 4619.286621
	Iteration 1F: 3 clusters Score -1537430 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1537794.625000 Penalty: 4619.286621
	Iteration 2F: 3 clusters Score -1537795 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1538140.125000 Penalty: 4619.286621
	Iteration 3F: 3 clusters Score -1538140 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1538435.125000 Penalty: 4619.286621
	Iteration 4F: 3 clusters Score -1538435 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1538784.750000 Penalty: 4619.286621
	Iteration 5Q: 3 clusters Score -1538785 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1539181.625000 Penalty: 4619.286621
	Iteration 6F: 3 clusters Score -1539182 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1539637.500000 Penalty: 4619.286621
	Iteration 7F: 3 clusters Score -1539638 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1540089.750000 Penalty: 4619.286621
	Iteration 8F: 3 clusters Score -1540090 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1540524.625000 Penalty: 4619.286621
	Iteration 9F: 3 clusters Score -1540525 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1540909.750000 Penalty: 4619.286621
	Iteration 10Q: 3 clusters Score -1540910 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1541232.000000 Penalty: 4619.286621
	Iteration 11Q: 3 clusters Score -1541232 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1541489.000000 Penalty: 4619.286621
	Iteration 12Q: 3 clusters Score -1541489 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1541642.125000 Penalty: 4619.286621
	Iteration 13Q: 3 clusters Score -1541642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1541741.750000 Penalty: 4619.286621
	Iteration 14Q: 3 clusters Score -1541742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1541811.125000 Penalty: 4619.286621
	Iteration 15Q: 3 clusters Score -1541811 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1541873.000000 Penalty: 4619.286621
	Iteration 16Q: 3 clusters Score -1541873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1541915.750000 Penalty: 4619.286621
	Iteration 17Q: 3 clusters Score -1541916 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1541956.500000 Penalty: 4619.286621
	Iteration 18Q: 3 clusters Score -1541956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1541985.125000 Penalty: 4619.286621
	Iteration 19Q: 3 clusters Score -1541985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1542016.375000 Penalty: 4619.286621
	Iteration 20F: 3 clusters Score -1542016 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1542041.500000 Penalty: 4619.286621
	Iteration 21Q: 3 clusters Score -1542042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1542056.000000 Penalty: 4619.286621
	Iteration 22Q: 3 clusters Score -1542056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1542067.750000 Penalty: 4619.286621
	Iteration 23Q: 3 clusters Score -1542068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1542078.000000 Penalty: 4619.286621
	Iteration 24Q: 3 clusters Score -1542078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1542088.125000 Penalty: 4619.286621
	Iteration 25Q: 3 clusters Score -1542088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1542097.500000 Penalty: 4619.286621
	Iteration 26Q: 3 clusters Score -1542098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1542110.500000 Penalty: 4619.286621
	Iteration 27Q: 3 clusters Score -1542110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1542108.250000 Penalty: 4619.286621
	Iteration 28Q: 3 clusters Score -1542108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1542119.000000 Penalty: 4619.286621
	Iteration 29Q: 3 clusters Score -1542119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1542126.000000 Penalty: 4619.286621
	Iteration 30Q: 3 clusters Score -1542126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1542132.250000 Penalty: 4619.286621
	Iteration 31Q: 3 clusters Score -1542132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1542140.750000 Penalty: 4619.286621
	Iteration 32Q: 3 clusters Score -1542141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1542152.375000 Penalty: 4619.286621
	Iteration 33Q: 3 clusters Score -1542152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1542155.625000 Penalty: 4619.286621
	Iteration 34Q: 3 clusters Score -1542156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1542164.625000 Penalty: 4619.286621
	Iteration 35Q: 3 clusters Score -1542165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1542169.625000 Penalty: 4619.286621
	Iteration 36Q: 3 clusters Score -1542170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1542177.875000 Penalty: 4619.286621
	Iteration 37Q: 3 clusters Score -1542178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1542181.375000 Penalty: 4619.286621
	Iteration 38Q: 3 clusters Score -1542181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1542191.375000 Penalty: 4619.286621
	Iteration 39Q: 3 clusters Score -1542191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1542198.375000 Penalty: 4619.286621
	Iteration 40F: 3 clusters Score -1542198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1542201.250000 Penalty: 4619.286621
	Iteration 41Q: 3 clusters Score -1542201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1542211.625000 Penalty: 4619.286621
	Iteration 42Q: 3 clusters Score -1542212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1542217.875000 Penalty: 4619.286621
	Iteration 43Q: 3 clusters Score -1542218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1542225.375000 Penalty: 4619.286621
	Iteration 44Q: 3 clusters Score -1542225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1542233.375000 Penalty: 4619.286621
	Iteration 45Q: 3 clusters Score -1542233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1542240.125000 Penalty: 4619.286621
	Iteration 46Q: 3 clusters Score -1542240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1542243.875000 Penalty: 4619.286621
	Iteration 47Q: 3 clusters Score -1542244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1542240.125000 Penalty: 4619.286621
	Iteration 48Q: 3 clusters Score -1542240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1542242.125000 Penalty: 4619.286621
	Iteration 49Q: 3 clusters Score -1542242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1542246.750000 Penalty: 4619.286621
	Iteration 50Q: 3 clusters Score -1542247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1542249.750000 Penalty: 4619.286621
	Iteration 51Q: 3 clusters Score -1542250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1542250.250000 Penalty: 4619.286621
	Iteration 52Q: 3 clusters Score -1542250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1542252.250000 Penalty: 4619.286621
	Iteration 53Q: 3 clusters Score -1542252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1542260.375000 Penalty: 4619.286621
	Iteration 54Q: 3 clusters Score -1542260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1542263.000000 Penalty: 4619.286621
	Iteration 55Q: 3 clusters Score -1542263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1542266.125000 Penalty: 4619.286621
	Iteration 56Q: 3 clusters Score -1542266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1542266.875000 Penalty: 4619.286621
	Iteration 57Q: 3 clusters Score -1542267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1542271.625000 Penalty: 4619.286621
	Iteration 58Q: 3 clusters Score -1542272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1542271.625000 Penalty: 4619.286621
	Iteration 59Q: 3 clusters Score -1542272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1542277.750000 Penalty: 4619.286621
	Iteration 60F: 3 clusters Score -1542278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1542278.375000 Penalty: 4619.286621
	Iteration 61Q: 3 clusters Score -1542278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1542277.500000 Penalty: 4619.286621
	Iteration 62Q: 3 clusters Score -1542278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1542282.875000 Penalty: 4619.286621
	Iteration 63Q: 3 clusters Score -1542283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1542287.375000 Penalty: 4619.286621
	Iteration 64Q: 3 clusters Score -1542287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1542297.875000 Penalty: 4619.286621
	Iteration 65Q: 3 clusters Score -1542298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1542298.625000 Penalty: 4619.286621
	Iteration 66Q: 3 clusters Score -1542299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1542305.625000 Penalty: 4619.286621
	Iteration 67Q: 3 clusters Score -1542306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1542310.250000 Penalty: 4619.286621
	Iteration 68Q: 3 clusters Score -1542310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1542319.500000 Penalty: 4619.286621
	Iteration 69Q: 3 clusters Score -1542320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1542326.125000 Penalty: 4619.286621
	Iteration 70Q: 3 clusters Score -1542326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1542335.500000 Penalty: 4619.286621
	Iteration 71Q: 3 clusters Score -1542336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1542347.250000 Penalty: 4619.286621
	Iteration 72Q: 3 clusters Score -1542347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1542358.625000 Penalty: 4619.286621
	Iteration 73Q: 3 clusters Score -1542359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1542367.250000 Penalty: 4619.286621
	Iteration 74Q: 3 clusters Score -1542367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1542377.500000 Penalty: 4619.286621
	Iteration 75Q: 3 clusters Score -1542378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1542390.500000 Penalty: 4619.286621
	Iteration 76Q: 3 clusters Score -1542390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1542401.250000 Penalty: 4619.286621
	Iteration 77Q: 3 clusters Score -1542401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1542412.625000 Penalty: 4619.286621
	Iteration 78Q: 3 clusters Score -1542413 nChanged 29
En